From 234d35118b90aca3a8fa1fdac04b007d7f1a8c80 Mon Sep 17 00:00:00 2001
From: Zhengyi <zhengyi.yang@outlook.com>
Date: Fri, 16 Nov 2018 01:56:08 +1100
Subject: [PATCH 001/391] add property graph

---
 Cargo.toml                           |   1 +
 src/algorithm/traversal.rs           |   2 +-
 src/lib.rs                           |   5 +-
 src/property/mod.rs                  |  33 ++++
 src/property/naive_property_graph.rs | 245 +++++++++++++++++++++++++++
 5 files changed, 283 insertions(+), 3 deletions(-)
 create mode 100644 src/property/mod.rs
 create mode 100644 src/property/naive_property_graph.rs

diff --git a/Cargo.toml b/Cargo.toml
index 845711de..8ea547cc 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -22,6 +22,7 @@ csv = "1"
 counter = "0.4.3"
 regex = {version = "1", optional = true }
 fnv = "1.0.6"
+json = "0.11.13"
 
 [dev-dependencies]
 tempfile = "3.0.4"
diff --git a/src/algorithm/traversal.rs b/src/algorithm/traversal.rs
index 2a10e002..681b3c36 100644
--- a/src/algorithm/traversal.rs
+++ b/src/algorithm/traversal.rs
@@ -28,7 +28,7 @@ use itertools::Itertools;
 use generic::GraphTrait;
 use generic::MutGraphTrait;
 use generic::{GeneralGraph, IdType};
-use graph_impl::TypedUnGraphMap;
+//use graph_impl::TypedUnGraphMap;
 
 type FnvIndexSet<T> = IndexSet<T, FnvBuildHasher>;
 
diff --git a/src/lib.rs b/src/lib.rs
index 0ac583ba..2c09bd3d 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -26,10 +26,10 @@ extern crate indexmap;
 extern crate itertools;
 extern crate rand;
 extern crate serde;
-
+#[macro_use]
+extern crate json;
 #[macro_use]
 extern crate log;
-
 #[macro_use]
 extern crate serde_derive;
 
@@ -43,6 +43,7 @@ pub mod graph_impl;
 pub mod io;
 pub mod map;
 pub mod prelude;
+pub mod property;
 
 pub use graph_impl::{
     DiGraphMap, DiStaticGraph, GraphMap, StaticGraph, StaticGraphMmap, UnGraphMap, UnStaticGraph,
diff --git a/src/property/mod.rs b/src/property/mod.rs
new file mode 100644
index 00000000..3af0169c
--- /dev/null
+++ b/src/property/mod.rs
@@ -0,0 +1,33 @@
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+use generic::IdType;
+use json::JsonValue;
+
+pub use property::naive_property_graph::NaivePropertyGraph;
+
+pub mod naive_property_graph;
+
+pub trait PropertyGraph<Id: IdType> {
+    fn has_node(&self, id: Id) -> bool;
+    fn has_edge(&self, src: Id, dst: Id) -> bool;
+    fn get_node_property(&self, id: Id, names: Vec<String>) -> Option<JsonValue>;
+    fn get_edge_property(&self, src: Id, dst: Id, names: Vec<String>) -> Option<JsonValue>;
+}
diff --git a/src/property/naive_property_graph.rs b/src/property/naive_property_graph.rs
new file mode 100644
index 00000000..e53742b3
--- /dev/null
+++ b/src/property/naive_property_graph.rs
@@ -0,0 +1,245 @@
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+use std::collections::HashMap;
+use std::mem::swap;
+
+use fnv::{FnvBuildHasher, FnvHashMap};
+use json::JsonValue;
+
+use generic::{DefaultId, IdType};
+use property::PropertyGraph;
+
+pub struct NaivePropertyGraph<Id: IdType = DefaultId> {
+    node_property: FnvHashMap<Id, JsonValue>,
+    edge_property: FnvHashMap<(Id, Id), JsonValue>,
+    is_directed: bool,
+}
+
+impl<Id: IdType> NaivePropertyGraph<Id> {
+    pub fn new(is_directed: bool) -> Self {
+        NaivePropertyGraph {
+            node_property: FnvHashMap::default(),
+            edge_property: FnvHashMap::default(),
+            is_directed,
+        }
+    }
+
+    pub fn with_capacity(num_of_nodes: usize, num_of_edges: usize, is_directed: bool) -> Self {
+        NaivePropertyGraph {
+            node_property: HashMap::with_capacity_and_hasher(
+                num_of_nodes,
+                FnvBuildHasher::default(),
+            ),
+            edge_property: HashMap::with_capacity_and_hasher(
+                num_of_edges,
+                FnvBuildHasher::default(),
+            ),
+            is_directed,
+        }
+    }
+
+    pub fn with_data(
+        node_property: FnvHashMap<Id, JsonValue>,
+        edge_property: FnvHashMap<(Id, Id), JsonValue>,
+        is_directed: bool,
+    ) -> Self {
+        NaivePropertyGraph {
+            node_property,
+            edge_property,
+            is_directed,
+        }
+    }
+
+    pub fn shrink_to_fit(&mut self) {
+        self.node_property.shrink_to_fit();
+        self.edge_property.shrink_to_fit();
+    }
+
+    #[inline(always)]
+    pub fn is_directed(&self) -> bool {
+        self.is_directed
+    }
+
+    #[inline(always)]
+    fn swap_edge(&self, a: &mut Id, b: &mut Id) {
+        if !self.is_directed && a > b {
+            swap(a, b)
+        }
+    }
+}
+
+impl<Id: IdType> PropertyGraph<Id> for NaivePropertyGraph<Id> {
+    fn has_node(&self, id: Id) -> bool {
+        self.node_property.contains_key(&id)
+    }
+
+    fn has_edge(&self, mut src: Id, mut dst: Id) -> bool {
+        if !self.is_directed {
+            self.swap_edge(&mut src, &mut dst);
+        }
+
+        self.edge_property.contains_key(&(src, dst))
+    }
+
+    fn get_node_property(&self, id: Id, names: Vec<String>) -> Option<JsonValue> {
+        match self.node_property.get(&id) {
+            Some(value) => {
+                let mut result = JsonValue::new_object();
+                for name in names {
+                    if !value.has_key(&name) {
+                        return None;
+                    }
+                    result[name] = value[&name].clone();
+                }
+                Some(result)
+            }
+            None => None,
+        }
+    }
+
+    fn get_edge_property(&self, mut src: Id, mut dst: Id, names: Vec<String>) -> Option<JsonValue> {
+        if !self.is_directed {
+            self.swap_edge(&mut src, &mut dst);
+        }
+
+        match self.edge_property.get(&(src, dst)) {
+            Some(value) => {
+                let mut result = JsonValue::new_object();
+                for name in names {
+                    if !value.has_key(&name) {
+                        return None;
+                    }
+                    result[name] = value[&name].clone();
+                }
+                Some(result)
+            }
+            None => None,
+        }
+    }
+}
+
+#[cfg(test)]
+mod test {
+    use super::*;
+
+    #[test]
+    fn test_undirected() {
+        let mut node_property = FnvHashMap::default();
+        let mut edge_property = FnvHashMap::default();
+
+        node_property.insert(
+            0u32,
+            object!(
+            "name"=>"John",
+            "age"=>12,
+            "is_member"=>true,
+            "scores"=>array![9,8,10],
+            ),
+        );
+
+        node_property.insert(
+            1,
+            object!(
+            "name"=>"Marry",
+            "age"=>13,
+            "is_member"=>false,
+            "scores"=>array![10,10,9],
+            ),
+        );
+
+        edge_property.insert(
+            (0, 1),
+            object!(
+            "friend_since"=>"2018-11-15",
+            ),
+        );
+
+        let graph = NaivePropertyGraph::with_data(node_property, edge_property, false);
+
+        assert!(graph.has_node(0));
+        assert!(graph.has_node(1));
+        assert!(!graph.has_node(2));
+
+        assert_eq!(
+            graph.get_node_property(0, vec!["age".to_owned()]),
+            Some(object!("age"=>12))
+        );
+        assert_eq!(
+            graph.get_node_property(0, vec!["age".to_owned(), "name".to_owned()]),
+            Some(object!("age"=>12,"name"=>"John"))
+        );
+        assert_eq!(
+            graph.get_node_property(1, vec!["is_member".to_owned()]),
+            Some(object!("is_member"=>false))
+        );
+        assert_eq!(
+            graph.get_node_property(1, vec!["is_member".to_owned(), "scores".to_owned()]),
+            Some(object!("is_member"=>false,"scores"=>array![10,10,9]))
+        );
+        assert_eq!(graph.get_node_property(2, vec!["age".to_owned()]), None);
+        assert_eq!(
+            graph.get_node_property(0, vec!["age".to_owned(), "gender".to_owned()]),
+            None
+        );
+
+        assert!(graph.has_edge(0, 1));
+        assert!(graph.has_edge(1, 0));
+
+        let edge_property = graph
+            .get_edge_property(0, 1, vec!["friend_since".to_owned()])
+            .unwrap();
+        assert!(edge_property["friend_since"] == "2018-11-15");
+        assert_eq!(edge_property.len(), 1);
+    }
+
+    #[test]
+    fn test_directed() {
+        let mut node_property = FnvHashMap::default();
+        let mut edge_property = FnvHashMap::default();
+
+        node_property.insert(
+            0u32,
+            object!(
+            "name"=>"John",
+            ),
+        );
+
+        node_property.insert(
+            1,
+            object!(
+            "name"=>"Marry",
+            ),
+        );
+
+        edge_property.insert(
+            (0, 1),
+            object!(
+            "friend_since"=>"2018-11-15",
+            ),
+        );
+
+        let graph = NaivePropertyGraph::with_data(node_property, edge_property, true);
+
+        assert!(graph.has_edge(0, 1));
+        assert!(!graph.has_edge(1, 0));
+    }
+
+}

From 0c697f6e8d22276c0602d5221d3aad38ff923c6f Mon Sep 17 00:00:00 2001
From: Zhengyi <zhengyi.yang@outlook.com>
Date: Fri, 16 Nov 2018 04:17:47 +1100
Subject: [PATCH 002/391] add serde support for NaiveProperty

---
 src/graph_impl/graph_map/graph.rs             |   2 +-
 src/graph_impl/static_graph/graph.rs          |   2 +-
 src/io/mod.rs                                 |   1 +
 src/main.rs                                   |  46 +++++++
 src/map/set_map.rs                            |   2 +-
 src/map/vec_map.rs                            |   2 +-
 src/property/mod.rs                           |   8 +-
 ...ve_property_graph.rs => naive_property.rs} |  44 +++---
 src/property/serde.rs                         | 127 ++++++++++++++++++
 9 files changed, 209 insertions(+), 25 deletions(-)
 rename src/property/{naive_property_graph.rs => naive_property.rs} (83%)
 create mode 100644 src/property/serde.rs

diff --git a/src/graph_impl/graph_map/graph.rs b/src/graph_impl/graph_map/graph.rs
index 7a4a7e17..0e0eb404 100644
--- a/src/graph_impl/graph_map/graph.rs
+++ b/src/graph_impl/graph_map/graph.rs
@@ -35,7 +35,7 @@ use generic::{
 };
 use graph_impl::graph_map::{Edge, NodeMap};
 use graph_impl::{EdgeVec, Graph, TypedStaticGraph};
-use io::serde::{Deserialize, Serialize};
+use io::{Deserialize, Serialize};
 use map::SetMap;
 
 pub type TypedDiGraphMap<Id, NL, EL = NL, L = DefaultId> = TypedGraphMap<Id, NL, EL, Directed, L>;
diff --git a/src/graph_impl/static_graph/graph.rs b/src/graph_impl/static_graph/graph.rs
index dd348c9a..7f0f4646 100644
--- a/src/graph_impl/static_graph/graph.rs
+++ b/src/graph_impl/static_graph/graph.rs
@@ -38,7 +38,7 @@ use graph_impl::static_graph::static_edge_iter::StaticEdgeIndexIter;
 use graph_impl::static_graph::{EdgeVec, EdgeVecTrait};
 use graph_impl::{Edge, Graph};
 use io::mmap::dump;
-use io::serde::{Deserialize, Serialize, Serializer};
+use io::{Deserialize, Serialize, Serializer};
 use map::SetMap;
 
 pub type TypedUnStaticGraph<Id, NL, EL = NL, L = Id> = TypedStaticGraph<Id, NL, EL, Undirected, L>;
diff --git a/src/io/mod.rs b/src/io/mod.rs
index a839e81a..db9bdcf5 100644
--- a/src/io/mod.rs
+++ b/src/io/mod.rs
@@ -23,6 +23,7 @@ pub mod mmap;
 pub mod serde;
 
 pub use io::csv::{read_from_csv, write_to_csv};
+pub use io::serde::{Deserialize, Deserializer, Serialize, Serializer};
 
 #[cfg(feature = "ldbc")]
 pub mod ldbc;
diff --git a/src/main.rs b/src/main.rs
index 73368423..267dabd6 100644
--- a/src/main.rs
+++ b/src/main.rs
@@ -19,9 +19,15 @@
  * under the License.
  */
 extern crate rust_graph;
+#[macro_use]
+extern crate json;
+
+use std::collections::HashMap;
 
 use rust_graph::graph_impl::UnGraphMap;
+use rust_graph::io::serde::{Deserialize, Serialize};
 use rust_graph::prelude::*;
+use rust_graph::property::NaiveProperty;
 
 fn main() {
     let g = UnGraphMap::<Void>::new();
@@ -33,4 +39,44 @@ fn main() {
         g.max_possible_id(),
         g.max_possible_label_id()
     );
+
+    let mut node_property = HashMap::new();
+    let mut edge_property = HashMap::new();
+
+    node_property.insert(
+        0u32,
+        object!(
+            "name"=>"John",
+            "age"=>12,
+            "is_member"=>true,
+            "scores"=>array![9,8,10],
+            ),
+    );
+
+    node_property.insert(
+        1,
+        object!(
+            "name"=>"Marry",
+            "age"=>13,
+            "is_member"=>false,
+            "scores"=>array![10,10,9],
+            ),
+    );
+
+    edge_property.insert(
+        (0, 1),
+        object!(
+            "friend_since"=>"2018-11-15",
+            ),
+    );
+
+    let graph = NaiveProperty::with_data(node_property, edge_property, false);
+
+    println!("{:#?}", &graph);
+
+    graph.export("NaivePropertyGraph.bin").unwrap();
+
+    let graph1 = NaiveProperty::import("NaivePropertyGraph.bin").unwrap();
+
+    assert_eq!(graph, graph1);
 }
diff --git a/src/map/set_map.rs b/src/map/set_map.rs
index 46c7682b..9da93010 100644
--- a/src/map/set_map.rs
+++ b/src/map/set_map.rs
@@ -25,7 +25,7 @@ use indexmap::IndexSet;
 use serde;
 
 use generic::{Iter, MapTrait, MutMapTrait};
-use io::serde::{Deserialize, Serialize};
+use io::{Deserialize, Serialize};
 use map::VecMap;
 
 /// More efficient but less compact.
diff --git a/src/map/vec_map.rs b/src/map/vec_map.rs
index 5e8bbe4d..0285df86 100644
--- a/src/map/vec_map.rs
+++ b/src/map/vec_map.rs
@@ -24,7 +24,7 @@ use std::iter::FromIterator;
 use serde;
 
 use generic::{Iter, MapTrait, MutMapTrait};
-use io::serde::{Deserialize, Serialize};
+use io::{Deserialize, Serialize};
 use map::SetMap;
 
 /// Less efficient but more compact.
diff --git a/src/property/mod.rs b/src/property/mod.rs
index 3af0169c..03c1a8ff 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -18,12 +18,14 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-use generic::IdType;
 use json::JsonValue;
 
-pub use property::naive_property_graph::NaivePropertyGraph;
+use generic::IdType;
+
+pub use property::naive_property::NaiveProperty;
 
-pub mod naive_property_graph;
+pub mod naive_property;
+mod serde;
 
 pub trait PropertyGraph<Id: IdType> {
     fn has_node(&self, id: Id) -> bool;
diff --git a/src/property/naive_property_graph.rs b/src/property/naive_property.rs
similarity index 83%
rename from src/property/naive_property_graph.rs
rename to src/property/naive_property.rs
index e53742b3..93edf43f 100644
--- a/src/property/naive_property_graph.rs
+++ b/src/property/naive_property.rs
@@ -19,23 +19,31 @@
  * under the License.
  */
 use std::collections::HashMap;
+use std::hash::BuildHasher;
 use std::mem::swap;
 
 use fnv::{FnvBuildHasher, FnvHashMap};
 use json::JsonValue;
+use serde;
 
 use generic::{DefaultId, IdType};
+use io::serde::{Deserialize, Serialize};
 use property::PropertyGraph;
 
-pub struct NaivePropertyGraph<Id: IdType = DefaultId> {
-    node_property: FnvHashMap<Id, JsonValue>,
-    edge_property: FnvHashMap<(Id, Id), JsonValue>,
-    is_directed: bool,
+#[derive(Debug, PartialEq, Eq, Clone)]
+pub struct NaiveProperty<Id: IdType = DefaultId> {
+    pub(crate) node_property: FnvHashMap<Id, JsonValue>,
+    pub(crate) edge_property: FnvHashMap<(Id, Id), JsonValue>,
+    pub(crate) is_directed: bool,
 }
 
-impl<Id: IdType> NaivePropertyGraph<Id> {
+impl<Id: IdType> Serialize for NaiveProperty<Id> where Id: serde::Serialize {}
+
+impl<Id: IdType> Deserialize for NaiveProperty<Id> where Id: for<'de> serde::Deserialize<'de> {}
+
+impl<Id: IdType> NaiveProperty<Id> {
     pub fn new(is_directed: bool) -> Self {
-        NaivePropertyGraph {
+        NaiveProperty {
             node_property: FnvHashMap::default(),
             edge_property: FnvHashMap::default(),
             is_directed,
@@ -43,7 +51,7 @@ impl<Id: IdType> NaivePropertyGraph<Id> {
     }
 
     pub fn with_capacity(num_of_nodes: usize, num_of_edges: usize, is_directed: bool) -> Self {
-        NaivePropertyGraph {
+        NaiveProperty {
             node_property: HashMap::with_capacity_and_hasher(
                 num_of_nodes,
                 FnvBuildHasher::default(),
@@ -56,14 +64,14 @@ impl<Id: IdType> NaivePropertyGraph<Id> {
         }
     }
 
-    pub fn with_data(
-        node_property: FnvHashMap<Id, JsonValue>,
-        edge_property: FnvHashMap<(Id, Id), JsonValue>,
+    pub fn with_data<S: BuildHasher>(
+        node_property: HashMap<Id, JsonValue, S>,
+        edge_property: HashMap<(Id, Id), JsonValue, S>,
         is_directed: bool,
     ) -> Self {
-        NaivePropertyGraph {
-            node_property,
-            edge_property,
+        NaiveProperty {
+            node_property: node_property.into_iter().collect(),
+            edge_property: edge_property.into_iter().collect(),
             is_directed,
         }
     }
@@ -86,7 +94,7 @@ impl<Id: IdType> NaivePropertyGraph<Id> {
     }
 }
 
-impl<Id: IdType> PropertyGraph<Id> for NaivePropertyGraph<Id> {
+impl<Id: IdType> PropertyGraph<Id> for NaiveProperty<Id> {
     fn has_node(&self, id: Id) -> bool {
         self.node_property.contains_key(&id)
     }
@@ -142,8 +150,8 @@ mod test {
 
     #[test]
     fn test_undirected() {
-        let mut node_property = FnvHashMap::default();
-        let mut edge_property = FnvHashMap::default();
+        let mut node_property = HashMap::new();
+        let mut edge_property = HashMap::new();
 
         node_property.insert(
             0u32,
@@ -172,7 +180,7 @@ mod test {
             ),
         );
 
-        let graph = NaivePropertyGraph::with_data(node_property, edge_property, false);
+        let graph = NaiveProperty::with_data(node_property, edge_property, false);
 
         assert!(graph.has_node(0));
         assert!(graph.has_node(1));
@@ -236,7 +244,7 @@ mod test {
             ),
         );
 
-        let graph = NaivePropertyGraph::with_data(node_property, edge_property, true);
+        let graph = NaiveProperty::with_data(node_property, edge_property, true);
 
         assert!(graph.has_edge(0, 1));
         assert!(!graph.has_edge(1, 0));
diff --git a/src/property/serde.rs b/src/property/serde.rs
new file mode 100644
index 00000000..75fe855a
--- /dev/null
+++ b/src/property/serde.rs
@@ -0,0 +1,127 @@
+use json::{parse, stringify, JsonValue};
+use std::fmt;
+
+use serde::de::{Deserialize, Deserializer, Error, Visitor};
+use serde::ser::{Serialize, Serializer};
+
+use generic::IdType;
+use property::NaiveProperty;
+
+struct SerdeJsonValue {
+    pub json: JsonValue,
+}
+
+impl SerdeJsonValue {
+    pub fn new(json: &JsonValue) -> Self {
+        SerdeJsonValue { json: json.clone() }
+    }
+
+    pub fn unwrap(self) -> JsonValue {
+        self.json
+    }
+}
+
+impl Serialize for SerdeJsonValue {
+    fn serialize<S>(&self, serializer: S) -> Result<S::Ok, S::Error>
+    where
+        S: Serializer,
+    {
+        serializer.serialize_str(&stringify(self.json.clone()))
+    }
+}
+
+struct SerdeJsonValueVisitor;
+
+impl<'de> Visitor<'de> for SerdeJsonValueVisitor {
+    type Value = SerdeJsonValue;
+
+    fn expecting(&self, formatter: &mut fmt::Formatter) -> fmt::Result {
+        formatter.write_str("a JSON string")
+    }
+
+    fn visit_str<E>(self, valve: &str) -> Result<Self::Value, E>
+    where
+        E: Error,
+    {
+        match parse(valve) {
+            Ok(json) => Ok(SerdeJsonValue { json }),
+            Err(e) => Err(E::custom(format!("{:?}", e))),
+        }
+    }
+}
+
+impl<'de> Deserialize<'de> for SerdeJsonValue {
+    fn deserialize<D>(deserializer: D) -> Result<SerdeJsonValue, D::Error>
+    where
+        D: Deserializer<'de>,
+    {
+        deserializer.deserialize_str(SerdeJsonValueVisitor)
+    }
+}
+
+#[derive(Serialize, Deserialize)]
+struct SerdeNaiveProperty<Id: IdType> {
+    node_property: Vec<(Id, SerdeJsonValue)>,
+    edge_property: Vec<((Id, Id), SerdeJsonValue)>,
+    is_directed: bool,
+}
+
+impl<Id: IdType> SerdeNaiveProperty<Id> {
+    pub fn new(property: &NaiveProperty<Id>) -> Self {
+        SerdeNaiveProperty {
+            node_property: property
+                .node_property
+                .iter()
+                .map(|(i, j)| (*i, SerdeJsonValue::new(j)))
+                .collect(),
+            edge_property: property
+                .edge_property
+                .iter()
+                .map(|(i, j)| (*i, SerdeJsonValue::new(j)))
+                .collect(),
+            is_directed: property.is_directed,
+        }
+    }
+
+    pub fn unwrap(self) -> NaiveProperty<Id> {
+        NaiveProperty {
+            node_property: self
+                .node_property
+                .into_iter()
+                .map(|(i, j)| (i, j.unwrap()))
+                .collect(),
+            edge_property: self
+                .edge_property
+                .into_iter()
+                .map(|(i, j)| (i, j.unwrap()))
+                .collect(),
+            is_directed: self.is_directed,
+        }
+    }
+}
+
+impl<Id: IdType> Serialize for NaiveProperty<Id>
+where
+    Id: Serialize,
+{
+    fn serialize<S>(&self, serializer: S) -> Result<S::Ok, S::Error>
+    where
+        S: Serializer,
+    {
+        let property = SerdeNaiveProperty::new(&self);
+        property.serialize(serializer)
+    }
+}
+
+impl<'de, Id: IdType> Deserialize<'de> for NaiveProperty<Id>
+where
+    Id: Deserialize<'de>,
+{
+    fn deserialize<D>(deserializer: D) -> Result<NaiveProperty<Id>, D::Error>
+    where
+        D: Deserializer<'de>,
+    {
+        let property = SerdeNaiveProperty::deserialize(deserializer)?;
+        Ok(property.unwrap())
+    }
+}

From ae7c51e307848be14f99d8a67285ae86ea8fb15d Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Fri, 16 Nov 2018 04:47:07 +1100
Subject: [PATCH 003/391] update

---
 src/lib.rs                     | 3 +--
 src/property/naive_property.rs | 1 +
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/lib.rs b/src/lib.rs
index 2c09bd3d..622852d4 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -24,11 +24,10 @@ extern crate csv;
 extern crate fnv;
 extern crate indexmap;
 extern crate itertools;
+extern crate json;
 extern crate rand;
 extern crate serde;
 #[macro_use]
-extern crate json;
-#[macro_use]
 extern crate log;
 #[macro_use]
 extern crate serde_derive;
diff --git a/src/property/naive_property.rs b/src/property/naive_property.rs
index 93edf43f..acd67d71 100644
--- a/src/property/naive_property.rs
+++ b/src/property/naive_property.rs
@@ -147,6 +147,7 @@ impl<Id: IdType> PropertyGraph<Id> for NaiveProperty<Id> {
 #[cfg(test)]
 mod test {
     use super::*;
+    use json::{array, object};
 
     #[test]
     fn test_undirected() {

From 9dbb9772975044d0fa3ac4e8ee7bbfe4756afa82 Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Fri, 16 Nov 2018 05:21:31 +1100
Subject: [PATCH 004/391] clippy

---
 src/generic/node.rs                     | 12 ++++++------
 src/graph_impl/graph_map/graph.rs       | 12 +++++-------
 src/graph_impl/static_graph/edge_vec.rs |  2 +-
 src/graph_impl/static_graph/graph.rs    | 19 ++++++++++---------
 src/io/csv/reader.rs                    |  4 ++--
 src/io/csv/record.rs                    |  4 ++--
 src/io/mmap.rs                          |  3 ++-
 7 files changed, 28 insertions(+), 28 deletions(-)

diff --git a/src/generic/node.rs b/src/generic/node.rs
index 398e6aec..14ead500 100644
--- a/src/generic/node.rs
+++ b/src/generic/node.rs
@@ -108,18 +108,18 @@ impl<'a, Id: IdType, L: IdType> NodeTrait<Id, L> for NodeType<'a, Id, L> {
     #[inline(always)]
     fn get_id(&self) -> Id {
         match self {
-            &NodeType::NodeMap(node) => node.get_id(),
-            &NodeType::StaticNode(ref node) => node.get_id(),
-            &NodeType::None => panic!("called `NodeType::get_id()` on a `None` value"),
+            NodeType::NodeMap(node) => node.get_id(),
+            NodeType::StaticNode(ref node) => node.get_id(),
+            NodeType::None => panic!("called `NodeType::get_id()` on a `None` value"),
         }
     }
 
     #[inline(always)]
     fn get_label_id(&self) -> Option<L> {
         match self {
-            &NodeType::NodeMap(node) => node.get_label_id(),
-            &NodeType::StaticNode(ref node) => node.get_label_id(),
-            &NodeType::None => None,
+            NodeType::NodeMap(node) => node.get_label_id(),
+            NodeType::StaticNode(ref node) => node.get_label_id(),
+            NodeType::None => None,
         }
     }
 }
diff --git a/src/graph_impl/graph_map/graph.rs b/src/graph_impl/graph_map/graph.rs
index 0e0eb404..7a42978a 100644
--- a/src/graph_impl/graph_map/graph.rs
+++ b/src/graph_impl/graph_map/graph.rs
@@ -585,7 +585,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
                     .most_common()
                     .into_iter()
                     .rev()
-                    .skip_while(|(_, f)| *f <= 0)
+                    .skip_while(|(_, f)| *f == 0)
                     .map(|(n, _)| n)
                     .collect(),
             )
@@ -599,7 +599,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
                     .most_common()
                     .into_iter()
                     .rev()
-                    .skip_while(|(_, f)| *f <= 0)
+                    .skip_while(|(_, f)| *f == 0)
                     .map(|(n, _)| n)
                     .collect(),
             )
@@ -780,10 +780,8 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
                         None => _node_labels.push(L::max_value()),
                     }
                 }
-            } else {
-                if let Some(ref mut _node_labels) = node_labels {
-                    _node_labels.push(L::max_value());
-                }
+            } else if let Some(ref mut _node_labels) = node_labels {
+                _node_labels.push(L::max_value());
             }
 
             offset_vec.push(offset);
@@ -867,7 +865,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
     #[inline]
     pub fn get_original_node_id(&self, id: Id) -> Id {
         match self.get_node_id_map() {
-            Some(map) => map.get_item(id.id()).unwrap().clone(),
+            Some(map) => *map.get_item(id.id()).unwrap(),
             None => id,
         }
     }
diff --git a/src/graph_impl/static_graph/edge_vec.rs b/src/graph_impl/static_graph/edge_vec.rs
index 18dd26a5..d6b91ce0 100644
--- a/src/graph_impl/static_graph/edge_vec.rs
+++ b/src/graph_impl/static_graph/edge_vec.rs
@@ -172,7 +172,7 @@ impl<Id: IdType, L: IdType> EdgeVec<Id, L> {
             dump(self.get_offsets(), File::create(offsets_file)?)?;
             dump(self.get_edges(), File::create(edges_file)?)?;
 
-            if self.get_labels().len() != 0 {
+            if !self.get_labels().is_empty() {
                 dump(self.get_labels(), File::create(labels_file)?)
             } else {
                 Ok(())
diff --git a/src/graph_impl/static_graph/graph.rs b/src/graph_impl/static_graph/graph.rs
index 7f0f4646..c20a1400 100644
--- a/src/graph_impl/static_graph/graph.rs
+++ b/src/graph_impl/static_graph/graph.rs
@@ -186,14 +186,12 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
                     edge_vec.num_edges()
                 );
             }
-        } else {
-            if num_edges != edge_vec.num_edges() >> 1 {
-                warn!(
-                    "undirected: num_edges {}, edge_vec {} edges, graph may contain self loop.",
-                    num_edges,
-                    edge_vec.num_edges()
-                );
-            }
+        } else if num_edges != edge_vec.num_edges() >> 1 {
+            warn!(
+                "undirected: num_edges {}, edge_vec {} edges, graph may contain self loop.",
+                num_edges,
+                edge_vec.num_edges()
+            );
         }
         if labels.is_some() {
             let num_of_labels = labels.as_ref().unwrap().len();
@@ -276,8 +274,11 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
     #[inline]
     pub fn remove_edge_labels(&mut self) {
         self.edge_vec.remove_labels();
-        self.in_edge_vec.as_mut().map(|ref mut e| e.remove_labels());
         self.edge_label_map = SetMap::new();
+
+        if let Some(ref mut e) = self.in_edge_vec.as_mut() {
+            e.remove_labels()
+        }
     }
 
     #[inline]
diff --git a/src/io/csv/reader.rs b/src/io/csv/reader.rs
index d2385336..cd5214ff 100644
--- a/src/io/csv/reader.rs
+++ b/src/io/csv/reader.rs
@@ -49,7 +49,7 @@ pub struct GraphReader<Id: IdType, NL: Hash + Eq, EL: Hash + Eq> {
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq> GraphReader<Id, NL, EL> {
     pub fn new<P: AsRef<Path>>(path_to_nodes: Option<P>, path_to_edges: P) -> Self {
         GraphReader {
-            path_to_nodes: path_to_nodes.map_or(None, |x| Some(x.as_ref().to_path_buf())),
+            path_to_nodes: path_to_nodes.map(|x| x.as_ref().to_path_buf()),
             path_to_edges: path_to_edges.as_ref().to_path_buf(),
             separator: b',',
             has_headers: true,
@@ -77,7 +77,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq> GraphReader<Id, NL, EL> {
         }
 
         GraphReader {
-            path_to_nodes: path_to_nodes.map_or(None, |x| Some(x.as_ref().to_path_buf())),
+            path_to_nodes: path_to_nodes.map(|x| x.as_ref().to_path_buf()),
             path_to_edges: path_to_edges.as_ref().to_path_buf(),
             separator: sep_string.chars().next().unwrap() as u8,
             has_headers: true,
diff --git a/src/io/csv/record.rs b/src/io/csv/record.rs
index d6460583..91839fc5 100644
--- a/src/io/csv/record.rs
+++ b/src/io/csv/record.rs
@@ -147,7 +147,7 @@ where
             }
         }
 
-        const FIELDS: &'static [&'static str] = &["id", "label"];
+        const FIELDS: &[&str] = &["id", "label"];
         deserializer.deserialize_struct(
             "NodeRecord",
             FIELDS,
@@ -246,7 +246,7 @@ where
             }
         }
 
-        const FIELDS: &'static [&'static str] = &["start", "target", "label"];
+        const FIELDS: &[&str] = &["start", "target", "label"];
         deserializer.deserialize_struct(
             "EdgeRecord",
             FIELDS,
diff --git a/src/io/mmap.rs b/src/io/mmap.rs
index d7e11644..511d1ec0 100644
--- a/src/io/mmap.rs
+++ b/src/io/mmap.rs
@@ -80,7 +80,8 @@ impl<T: Copy> ops::Index<ops::RangeFrom<usize>> for TypedMemoryMap<T> {
         let index = _index.start;
         unsafe {
             slice::from_raw_parts(
-                self.map.as_ptr().offset((index * self.type_len) as isize) as *const T,
+                //                self.map.as_ptr().offset((index * self.type_len) as isize) as *const T,
+                self.map.as_ptr().add(index * self.type_len) as *const T,
                 self.len - index,
             )
         }

From 0d8bc5a5a343415b5f992ce0862cca2bd718b7fa Mon Sep 17 00:00:00 2001
From: Zhengyi <zhengyi.yang@outlook.com>
Date: Fri, 16 Nov 2018 14:31:35 +1100
Subject: [PATCH 005/391] add get all properties

---
 src/property/mod.rs            |  2 ++
 src/property/naive_property.rs | 27 +++++++++++++++++++++++++++
 2 files changed, 29 insertions(+)

diff --git a/src/property/mod.rs b/src/property/mod.rs
index 03c1a8ff..e79d72c0 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -32,4 +32,6 @@ pub trait PropertyGraph<Id: IdType> {
     fn has_edge(&self, src: Id, dst: Id) -> bool;
     fn get_node_property(&self, id: Id, names: Vec<String>) -> Option<JsonValue>;
     fn get_edge_property(&self, src: Id, dst: Id, names: Vec<String>) -> Option<JsonValue>;
+    fn get_node_property_all(&self, id: Id) -> Option<JsonValue>;
+    fn get_edge_property_all(&self, src: Id, dst: Id) -> Option<JsonValue>;
 }
diff --git a/src/property/naive_property.rs b/src/property/naive_property.rs
index acd67d71..3f1102f4 100644
--- a/src/property/naive_property.rs
+++ b/src/property/naive_property.rs
@@ -142,6 +142,24 @@ impl<Id: IdType> PropertyGraph<Id> for NaiveProperty<Id> {
             None => None,
         }
     }
+
+    fn get_node_property_all(&self, id: Id) -> Option<JsonValue> {
+        match self.node_property.get(&id) {
+            Some(value) => Some(value.clone()),
+            None => None,
+        }
+    }
+
+    fn get_edge_property_all(&self, mut src: Id, mut dst: Id) -> Option<JsonValue> {
+        if !self.is_directed {
+            self.swap_edge(&mut src, &mut dst);
+        }
+
+        match self.edge_property.get(&(src, dst)) {
+            Some(value) => Some(value.clone()),
+            None => None,
+        }
+    }
 }
 
 #[cfg(test)]
@@ -208,6 +226,15 @@ mod test {
             graph.get_node_property(0, vec!["age".to_owned(), "gender".to_owned()]),
             None
         );
+        assert_eq!(
+            graph.get_node_property_all(0),
+            Some(object!(
+            "name"=>"John",
+            "age"=>12,
+            "is_member"=>true,
+            "scores"=>array![9,8,10],
+            ))
+        );
 
         assert!(graph.has_edge(0, 1));
         assert!(graph.has_edge(1, 0));

From 452db06460585429c4253f216fdc966093f0aac3 Mon Sep 17 00:00:00 2001
From: Zhengyi <zhengyi.yang@outlook.com>
Date: Fri, 16 Nov 2018 14:56:09 +1100
Subject: [PATCH 006/391] use seahash in ldbc

---
 Cargo.toml              |  1 +
 src/io/ldbc/mod.rs      | 15 +++++++++++++++
 src/io/ldbc/node.rs     |  4 ++--
 src/io/ldbc/relation.rs |  4 ++--
 src/io/ldbc/scheme.rs   |  4 ++--
 src/lib.rs              |  2 ++
 src/property/mod.rs     |  9 ++++-----
 7 files changed, 28 insertions(+), 11 deletions(-)

diff --git a/Cargo.toml b/Cargo.toml
index 8ea547cc..b10e52ac 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -21,6 +21,7 @@ log = "0.4"
 csv = "1"
 counter = "0.4.3"
 regex = {version = "1", optional = true }
+seahash = "3.0.5"
 fnv = "1.0.6"
 json = "0.11.13"
 
diff --git a/src/io/ldbc/mod.rs b/src/io/ldbc/mod.rs
index 66756274..06f35435 100644
--- a/src/io/ldbc/mod.rs
+++ b/src/io/ldbc/mod.rs
@@ -26,10 +26,25 @@ pub use io::ldbc::scheme::Scheme;
 
 use generic::{GraphType, IdType};
 use graph_impl::TypedGraphMap;
+use seahash::SeaHasher;
+use std::collections::HashMap;
+use std::hash::BuildHasher;
 use std::path::Path;
 
+pub type SeaHashMap<K, V> = HashMap<K, V, SeaHashBuilder>;
+
 pub fn read_ldbc_from_path<Id: IdType, Ty: GraphType, P: AsRef<Path>>(
     path: P,
 ) -> TypedGraphMap<Id, String, String, Ty> {
     self::scheme::Scheme::init().from_path(path).unwrap()
 }
+
+#[derive(Default)]
+pub struct SeaHashBuilder;
+
+impl BuildHasher for SeaHashBuilder {
+    type Hasher = SeaHasher;
+    fn build_hasher(&self) -> SeaHasher {
+        SeaHasher::default()
+    }
+}
diff --git a/src/io/ldbc/node.rs b/src/io/ldbc/node.rs
index 371d9c87..5f6c19a2 100644
--- a/src/io/ldbc/node.rs
+++ b/src/io/ldbc/node.rs
@@ -18,7 +18,6 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-use std::collections::HashMap;
 use std::path::PathBuf;
 
 use csv::StringRecord;
@@ -26,6 +25,7 @@ use regex::Regex;
 
 use generic::{GraphTrait, GraphType, IdType, MutGraphTrait};
 use graph_impl::graph_map::TypedGraphMap;
+use io::ldbc::SeaHashMap;
 
 #[derive(Debug)]
 pub struct Node {
@@ -55,7 +55,7 @@ impl Node {
         &self,
         record: StringRecord,
         g: &mut TypedGraphMap<Id, String, String, Ty>,
-        node_id_map: &mut HashMap<String, Id>,
+        node_id_map: &mut SeaHashMap<String, Id>,
     ) {
         let str_id = self.name.clone() + &record[self.id_index];
 
diff --git a/src/io/ldbc/relation.rs b/src/io/ldbc/relation.rs
index 75f6782b..dc9559b8 100644
--- a/src/io/ldbc/relation.rs
+++ b/src/io/ldbc/relation.rs
@@ -18,7 +18,6 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-use std::collections::HashMap;
 use std::path::PathBuf;
 
 use csv::StringRecord;
@@ -26,6 +25,7 @@ use regex::Regex;
 
 use generic::{GraphTrait, GraphType, IdType, MutGraphTrait};
 use graph_impl::graph_map::TypedGraphMap;
+use io::ldbc::SeaHashMap;
 
 #[derive(Debug)]
 pub struct Relation {
@@ -67,7 +67,7 @@ impl Relation {
         &self,
         record: StringRecord,
         g: &mut TypedGraphMap<Id, String, String, Ty>,
-        node_id_map: &mut HashMap<String, Id>,
+        node_id_map: &mut SeaHashMap<String, Id>,
     ) {
         let start_str_id = self.start_label.clone() + &record[self.start_index];
         let target_str_id = self.target_label.clone() + &record[self.target_index];
diff --git a/src/io/ldbc/scheme.rs b/src/io/ldbc/scheme.rs
index 6d79ff39..56638cb3 100644
--- a/src/io/ldbc/scheme.rs
+++ b/src/io/ldbc/scheme.rs
@@ -18,7 +18,6 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-use std::collections::HashMap;
 use std::fs;
 use std::io::Result;
 use std::path::Path;
@@ -27,6 +26,7 @@ use generic::{GraphType, IdType};
 use graph_impl::graph_map::TypedGraphMap;
 use io::ldbc::node::Node;
 use io::ldbc::relation::Relation;
+use io::ldbc::SeaHashMap;
 
 use csv::ReaderBuilder;
 
@@ -209,7 +209,7 @@ impl Scheme {
         }
 
         let mut g = TypedGraphMap::new();
-        let mut node_id_map = HashMap::<String, Id>::new();
+        let mut node_id_map = SeaHashMap::default();
 
         info!("ldbc::Scheme::from_path - Adding nodes.");
         for node in self.nodes.iter() {
diff --git a/src/lib.rs b/src/lib.rs
index 622852d4..ca58ca66 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -34,6 +34,8 @@ extern crate serde_derive;
 
 #[cfg(feature = "ldbc")]
 extern crate regex;
+#[cfg(feature = "ldbc")]
+extern crate seahash;
 
 pub mod algorithm;
 pub mod generic;
diff --git a/src/property/mod.rs b/src/property/mod.rs
index e79d72c0..85e319a3 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -18,14 +18,13 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-use json::JsonValue;
-
-use generic::IdType;
+pub mod naive_property;
+mod serde;
 
 pub use property::naive_property::NaiveProperty;
 
-pub mod naive_property;
-mod serde;
+use generic::IdType;
+use json::JsonValue;
 
 pub trait PropertyGraph<Id: IdType> {
     fn has_node(&self, id: Id) -> bool;

From 1f60d276eb90ca3d7843875353cfbdde74e0b153 Mon Sep 17 00:00:00 2001
From: Zhengyi <zhengyi.yang@outlook.com>
Date: Sat, 17 Nov 2018 17:36:12 +1100
Subject: [PATCH 007/391] use Result in PropertyGraph

---
 src/property/mod.rs            |  25 ++++++--
 src/property/naive_property.rs | 105 ++++++++++++++++++++-------------
 2 files changed, 83 insertions(+), 47 deletions(-)

diff --git a/src/property/mod.rs b/src/property/mod.rs
index 85e319a3..a2b7f186 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -26,11 +26,24 @@ pub use property::naive_property::NaiveProperty;
 use generic::IdType;
 use json::JsonValue;
 
+pub type Result<T> = ::std::result::Result<T, Error>;
+
+#[derive(Debug, Clone, Eq, PartialEq)]
+pub enum Error {}
+
 pub trait PropertyGraph<Id: IdType> {
-    fn has_node(&self, id: Id) -> bool;
-    fn has_edge(&self, src: Id, dst: Id) -> bool;
-    fn get_node_property(&self, id: Id, names: Vec<String>) -> Option<JsonValue>;
-    fn get_edge_property(&self, src: Id, dst: Id, names: Vec<String>) -> Option<JsonValue>;
-    fn get_node_property_all(&self, id: Id) -> Option<JsonValue>;
-    fn get_edge_property_all(&self, src: Id, dst: Id) -> Option<JsonValue>;
+    fn get_node_property(&self, id: Id, names: Vec<String>) -> Result<Option<JsonValue>>;
+    fn get_edge_property(&self, src: Id, dst: Id, names: Vec<String>) -> Result<Option<JsonValue>>;
+    fn get_node_property_all(&self, id: Id) -> Result<Option<JsonValue>>;
+    fn get_edge_property_all(&self, src: Id, dst: Id) -> Result<Option<JsonValue>>;
+
+    #[inline(always)]
+    fn has_node(&self, id: Id) -> Result<bool> {
+        Ok(self.get_node_property_all(id)?.is_some())
+    }
+
+    #[inline(always)]
+    fn has_edge(&self, src: Id, dst: Id) -> Result<bool> {
+        Ok(self.get_edge_property_all(src, dst)?.is_some())
+    }
 }
diff --git a/src/property/naive_property.rs b/src/property/naive_property.rs
index 3f1102f4..5a95c072 100644
--- a/src/property/naive_property.rs
+++ b/src/property/naive_property.rs
@@ -28,7 +28,7 @@ use serde;
 
 use generic::{DefaultId, IdType};
 use io::serde::{Deserialize, Serialize};
-use property::PropertyGraph;
+use property::{PropertyGraph, Result};
 
 #[derive(Debug, PartialEq, Eq, Clone)]
 pub struct NaiveProperty<Id: IdType = DefaultId> {
@@ -95,35 +95,30 @@ impl<Id: IdType> NaiveProperty<Id> {
 }
 
 impl<Id: IdType> PropertyGraph<Id> for NaiveProperty<Id> {
-    fn has_node(&self, id: Id) -> bool {
-        self.node_property.contains_key(&id)
-    }
-
-    fn has_edge(&self, mut src: Id, mut dst: Id) -> bool {
-        if !self.is_directed {
-            self.swap_edge(&mut src, &mut dst);
-        }
-
-        self.edge_property.contains_key(&(src, dst))
-    }
-
-    fn get_node_property(&self, id: Id, names: Vec<String>) -> Option<JsonValue> {
+    #[inline]
+    fn get_node_property(&self, id: Id, names: Vec<String>) -> Result<Option<JsonValue>> {
         match self.node_property.get(&id) {
             Some(value) => {
                 let mut result = JsonValue::new_object();
                 for name in names {
                     if !value.has_key(&name) {
-                        return None;
+                        return Ok(None);
                     }
                     result[name] = value[&name].clone();
                 }
-                Some(result)
+                Ok(Some(result))
             }
-            None => None,
+            None => Ok(None),
         }
     }
 
-    fn get_edge_property(&self, mut src: Id, mut dst: Id, names: Vec<String>) -> Option<JsonValue> {
+    #[inline]
+    fn get_edge_property(
+        &self,
+        mut src: Id,
+        mut dst: Id,
+        names: Vec<String>,
+    ) -> Result<Option<JsonValue>> {
         if !self.is_directed {
             self.swap_edge(&mut src, &mut dst);
         }
@@ -133,33 +128,49 @@ impl<Id: IdType> PropertyGraph<Id> for NaiveProperty<Id> {
                 let mut result = JsonValue::new_object();
                 for name in names {
                     if !value.has_key(&name) {
-                        return None;
+                        return Ok(None);
                     }
                     result[name] = value[&name].clone();
                 }
-                Some(result)
+                Ok(Some(result))
             }
-            None => None,
+            None => Ok(None),
         }
     }
 
-    fn get_node_property_all(&self, id: Id) -> Option<JsonValue> {
+    #[inline]
+    fn get_node_property_all(&self, id: Id) -> Result<Option<JsonValue>> {
         match self.node_property.get(&id) {
-            Some(value) => Some(value.clone()),
-            None => None,
+            Some(value) => Ok(Some(value.clone())),
+            None => Ok(None),
         }
     }
 
-    fn get_edge_property_all(&self, mut src: Id, mut dst: Id) -> Option<JsonValue> {
+    #[inline]
+    fn get_edge_property_all(&self, mut src: Id, mut dst: Id) -> Result<Option<JsonValue>> {
         if !self.is_directed {
             self.swap_edge(&mut src, &mut dst);
         }
 
         match self.edge_property.get(&(src, dst)) {
-            Some(value) => Some(value.clone()),
-            None => None,
+            Some(value) => Ok(Some(value.clone())),
+            None => Ok(None),
         }
     }
+
+    #[inline(always)]
+    fn has_node(&self, id: Id) -> Result<bool> {
+        Ok(self.node_property.contains_key(&id))
+    }
+
+    #[inline(always)]
+    fn has_edge(&self, mut src: Id, mut dst: Id) -> Result<bool> {
+        if !self.is_directed {
+            self.swap_edge(&mut src, &mut dst);
+        }
+
+        Ok(self.edge_property.contains_key(&(src, dst)))
+    }
 }
 
 #[cfg(test)]
@@ -201,33 +212,44 @@ mod test {
 
         let graph = NaiveProperty::with_data(node_property, edge_property, false);
 
-        assert!(graph.has_node(0));
-        assert!(graph.has_node(1));
-        assert!(!graph.has_node(2));
+        assert!(graph.has_node(0).unwrap());
+        assert!(graph.has_node(1).unwrap());
+        assert!(!graph.has_node(2).unwrap());
 
         assert_eq!(
-            graph.get_node_property(0, vec!["age".to_owned()]),
+            graph.get_node_property(0, vec!["age".to_owned()]).unwrap(),
             Some(object!("age"=>12))
         );
         assert_eq!(
-            graph.get_node_property(0, vec!["age".to_owned(), "name".to_owned()]),
+            graph
+                .get_node_property(0, vec!["age".to_owned(), "name".to_owned()])
+                .unwrap(),
             Some(object!("age"=>12,"name"=>"John"))
         );
         assert_eq!(
-            graph.get_node_property(1, vec!["is_member".to_owned()]),
+            graph
+                .get_node_property(1, vec!["is_member".to_owned()])
+                .unwrap(),
             Some(object!("is_member"=>false))
         );
         assert_eq!(
-            graph.get_node_property(1, vec!["is_member".to_owned(), "scores".to_owned()]),
+            graph
+                .get_node_property(1, vec!["is_member".to_owned(), "scores".to_owned()])
+                .unwrap(),
             Some(object!("is_member"=>false,"scores"=>array![10,10,9]))
         );
-        assert_eq!(graph.get_node_property(2, vec!["age".to_owned()]), None);
         assert_eq!(
-            graph.get_node_property(0, vec!["age".to_owned(), "gender".to_owned()]),
+            graph.get_node_property(2, vec!["age".to_owned()]).unwrap(),
+            None
+        );
+        assert_eq!(
+            graph
+                .get_node_property(0, vec!["age".to_owned(), "gender".to_owned()])
+                .unwrap(),
             None
         );
         assert_eq!(
-            graph.get_node_property_all(0),
+            graph.get_node_property_all(0).unwrap(),
             Some(object!(
             "name"=>"John",
             "age"=>12,
@@ -236,11 +258,12 @@ mod test {
             ))
         );
 
-        assert!(graph.has_edge(0, 1));
-        assert!(graph.has_edge(1, 0));
+        assert!(graph.has_edge(0, 1).unwrap());
+        assert!(graph.has_edge(1, 0).unwrap());
 
         let edge_property = graph
             .get_edge_property(0, 1, vec!["friend_since".to_owned()])
+            .unwrap()
             .unwrap();
         assert!(edge_property["friend_since"] == "2018-11-15");
         assert_eq!(edge_property.len(), 1);
@@ -274,8 +297,8 @@ mod test {
 
         let graph = NaiveProperty::with_data(node_property, edge_property, true);
 
-        assert!(graph.has_edge(0, 1));
-        assert!(!graph.has_edge(1, 0));
+        assert!(graph.has_edge(0, 1).unwrap());
+        assert!(!graph.has_edge(1, 0).unwrap());
     }
 
 }

From a562564120a93d2f89578263f6d23421b66afaf0 Mon Sep 17 00:00:00 2001
From: Zhengyi <zhengyi.yang@outlook.com>
Date: Sat, 17 Nov 2018 17:38:46 +1100
Subject: [PATCH 008/391] add Error::Custom

---
 src/property/mod.rs | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/src/property/mod.rs b/src/property/mod.rs
index a2b7f186..ee6a071f 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -29,7 +29,9 @@ use json::JsonValue;
 pub type Result<T> = ::std::result::Result<T, Error>;
 
 #[derive(Debug, Clone, Eq, PartialEq)]
-pub enum Error {}
+pub enum Error {
+    Custom(String)
+}
 
 pub trait PropertyGraph<Id: IdType> {
     fn get_node_property(&self, id: Id, names: Vec<String>) -> Result<Option<JsonValue>>;

From 95fb67e6a1b69eecac486753e1511e36b12ef11b Mon Sep 17 00:00:00 2001
From: Zhengyi <zhengyi.yang@outlook.com>
Date: Sat, 17 Nov 2018 19:28:53 +1100
Subject: [PATCH 009/391] update

---
 Cargo.toml                     |   1 +
 src/lib.rs                     |   1 +
 src/property/mod.rs            |  41 +++-----
 src/property/naive_property.rs | 183 ++++++++++++++++++++++++---------
 src/property/serde.rs          | 127 -----------------------
 src/property/sled_property.rs  |  22 ++++
 6 files changed, 173 insertions(+), 202 deletions(-)
 delete mode 100644 src/property/serde.rs
 create mode 100644 src/property/sled_property.rs

diff --git a/Cargo.toml b/Cargo.toml
index b10e52ac..df0e865e 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -24,6 +24,7 @@ regex = {version = "1", optional = true }
 seahash = "3.0.5"
 fnv = "1.0.6"
 json = "0.11.13"
+sled = "0.16.2"
 
 [dev-dependencies]
 tempfile = "3.0.4"
diff --git a/src/lib.rs b/src/lib.rs
index ca58ca66..d51744b9 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -27,6 +27,7 @@ extern crate itertools;
 extern crate json;
 extern crate rand;
 extern crate serde;
+extern crate sled;
 #[macro_use]
 extern crate log;
 #[macro_use]
diff --git a/src/property/mod.rs b/src/property/mod.rs
index cfe1c26d..4a5eb673 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -19,33 +19,26 @@
  * under the License.
  */
 pub mod naive_property;
-mod serde;
+pub mod sled_property;
 
 pub use property::naive_property::NaiveProperty;
+pub use property::sled_property::SledProperty;
 
-use generic::IdType;
+use generic::{IdType, Iter};
 use json::JsonValue;
 
-pub type Result<T> = ::std::result::Result<T, Error>;
-
-#[derive(Debug, Clone, Eq, PartialEq)]
-pub enum Error {
-    Custom(String),
-}
-
-pub trait PropertyGraph<Id: IdType> {
-    fn get_node_property(&self, id: Id, names: Vec<String>) -> Result<Option<JsonValue>>;
-    fn get_edge_property(&self, src: Id, dst: Id, names: Vec<String>) -> Result<Option<JsonValue>>;
-    fn get_node_property_all(&self, id: Id) -> Result<Option<JsonValue>>;
-    fn get_edge_property_all(&self, src: Id, dst: Id) -> Result<Option<JsonValue>>;
-
-    #[inline(always)]
-    fn has_node(&self, id: Id) -> Result<bool> {
-        Ok(self.get_node_property_all(id)?.is_some())
-    }
-
-    #[inline(always)]
-    fn has_edge(&self, src: Id, dst: Id) -> Result<bool> {
-        Ok(self.get_edge_property_all(src, dst)?.is_some())
-    }
+pub trait PropertyGraph<Id: IdType, E = ()> {
+    fn get_node_property(&self, id: Id, names: Vec<String>) -> Result<Option<JsonValue>, E>;
+    fn get_edge_property(
+        &self,
+        src: Id,
+        dst: Id,
+        names: Vec<String>,
+    ) -> Result<Option<JsonValue>, E>;
+    fn get_node_property_all(&self, id: Id) -> Result<Option<JsonValue>, E>;
+    fn get_edge_property_all(&self, src: Id, dst: Id) -> Result<Option<JsonValue>, E>;
+    //    fn scan_node_property(&self,names: Vec<String>) -> Iter<Result<Option<JsonValue>, E>>;
+    //    fn scan_edge_property(&self,names: Vec<String>) -> Iter<Result<Option<JsonValue>, E>>;
+    //    fn scan_node_property_all(&self,names: Vec<String>) -> Iter<Result<Option<JsonValue>, E>>;
+    //    fn scan_edge_property_all(&self,names: Vec<String>) -> Iter<Result<Option<JsonValue>, E>>;
 }
diff --git a/src/property/naive_property.rs b/src/property/naive_property.rs
index 5a95c072..2efadf27 100644
--- a/src/property/naive_property.rs
+++ b/src/property/naive_property.rs
@@ -19,27 +19,29 @@
  * under the License.
  */
 use std::collections::HashMap;
+use std::fmt;
 use std::hash::BuildHasher;
 use std::mem::swap;
 
 use fnv::{FnvBuildHasher, FnvHashMap};
-use json::JsonValue;
-use serde;
+use json::{parse, stringify, JsonValue};
+use serde::de::{Deserialize, Deserializer, Error, Visitor};
+use serde::ser::{Serialize, Serializer};
 
 use generic::{DefaultId, IdType};
-use io::serde::{Deserialize, Serialize};
-use property::{PropertyGraph, Result};
+use io::serde;
+use property::PropertyGraph;
 
 #[derive(Debug, PartialEq, Eq, Clone)]
 pub struct NaiveProperty<Id: IdType = DefaultId> {
-    pub(crate) node_property: FnvHashMap<Id, JsonValue>,
-    pub(crate) edge_property: FnvHashMap<(Id, Id), JsonValue>,
-    pub(crate) is_directed: bool,
+    node_property: FnvHashMap<Id, JsonValue>,
+    edge_property: FnvHashMap<(Id, Id), JsonValue>,
+    is_directed: bool,
 }
 
-impl<Id: IdType> Serialize for NaiveProperty<Id> where Id: serde::Serialize {}
+impl<Id: IdType> serde::Serialize for NaiveProperty<Id> where Id: Serialize {}
 
-impl<Id: IdType> Deserialize for NaiveProperty<Id> where Id: for<'de> serde::Deserialize<'de> {}
+impl<Id: IdType> serde::Deserialize for NaiveProperty<Id> where Id: for<'de> Deserialize<'de> {}
 
 impl<Id: IdType> NaiveProperty<Id> {
     pub fn new(is_directed: bool) -> Self {
@@ -96,7 +98,7 @@ impl<Id: IdType> NaiveProperty<Id> {
 
 impl<Id: IdType> PropertyGraph<Id> for NaiveProperty<Id> {
     #[inline]
-    fn get_node_property(&self, id: Id, names: Vec<String>) -> Result<Option<JsonValue>> {
+    fn get_node_property(&self, id: Id, names: Vec<String>) -> Result<Option<JsonValue>, ()> {
         match self.node_property.get(&id) {
             Some(value) => {
                 let mut result = JsonValue::new_object();
@@ -118,7 +120,7 @@ impl<Id: IdType> PropertyGraph<Id> for NaiveProperty<Id> {
         mut src: Id,
         mut dst: Id,
         names: Vec<String>,
-    ) -> Result<Option<JsonValue>> {
+    ) -> Result<Option<JsonValue>, ()> {
         if !self.is_directed {
             self.swap_edge(&mut src, &mut dst);
         }
@@ -139,7 +141,7 @@ impl<Id: IdType> PropertyGraph<Id> for NaiveProperty<Id> {
     }
 
     #[inline]
-    fn get_node_property_all(&self, id: Id) -> Result<Option<JsonValue>> {
+    fn get_node_property_all(&self, id: Id) -> Result<Option<JsonValue>, ()> {
         match self.node_property.get(&id) {
             Some(value) => Ok(Some(value.clone())),
             None => Ok(None),
@@ -147,7 +149,7 @@ impl<Id: IdType> PropertyGraph<Id> for NaiveProperty<Id> {
     }
 
     #[inline]
-    fn get_edge_property_all(&self, mut src: Id, mut dst: Id) -> Result<Option<JsonValue>> {
+    fn get_edge_property_all(&self, mut src: Id, mut dst: Id) -> Result<Option<JsonValue>, ()> {
         if !self.is_directed {
             self.swap_edge(&mut src, &mut dst);
         }
@@ -157,19 +159,124 @@ impl<Id: IdType> PropertyGraph<Id> for NaiveProperty<Id> {
             None => Ok(None),
         }
     }
+}
 
-    #[inline(always)]
-    fn has_node(&self, id: Id) -> Result<bool> {
-        Ok(self.node_property.contains_key(&id))
+struct SerdeJsonValue {
+    pub json: JsonValue,
+}
+
+impl SerdeJsonValue {
+    pub fn new(json: &JsonValue) -> Self {
+        SerdeJsonValue { json: json.clone() }
     }
 
-    #[inline(always)]
-    fn has_edge(&self, mut src: Id, mut dst: Id) -> Result<bool> {
-        if !self.is_directed {
-            self.swap_edge(&mut src, &mut dst);
+    pub fn unwrap(self) -> JsonValue {
+        self.json
+    }
+}
+
+impl Serialize for SerdeJsonValue {
+    fn serialize<S>(&self, serializer: S) -> Result<S::Ok, S::Error>
+    where
+        S: Serializer,
+    {
+        serializer.serialize_str(&stringify(self.json.clone()))
+    }
+}
+
+struct SerdeJsonValueVisitor;
+
+impl<'de> Visitor<'de> for SerdeJsonValueVisitor {
+    type Value = SerdeJsonValue;
+
+    fn expecting(&self, formatter: &mut fmt::Formatter) -> fmt::Result {
+        formatter.write_str("a JSON string")
+    }
+
+    fn visit_str<E>(self, valve: &str) -> Result<Self::Value, E>
+    where
+        E: Error,
+    {
+        match parse(valve) {
+            Ok(json) => Ok(SerdeJsonValue { json }),
+            Err(e) => Err(E::custom(format!("{:?}", e))),
+        }
+    }
+}
+
+impl<'de> Deserialize<'de> for SerdeJsonValue {
+    fn deserialize<D>(deserializer: D) -> Result<SerdeJsonValue, D::Error>
+    where
+        D: Deserializer<'de>,
+    {
+        deserializer.deserialize_str(SerdeJsonValueVisitor)
+    }
+}
+
+#[derive(Serialize, Deserialize)]
+struct SerdeNaiveProperty<Id: IdType> {
+    node_property: Vec<(Id, SerdeJsonValue)>,
+    edge_property: Vec<((Id, Id), SerdeJsonValue)>,
+    is_directed: bool,
+}
+
+impl<Id: IdType> SerdeNaiveProperty<Id> {
+    pub fn new(property: &NaiveProperty<Id>) -> Self {
+        SerdeNaiveProperty {
+            node_property: property
+                .node_property
+                .iter()
+                .map(|(i, j)| (*i, SerdeJsonValue::new(j)))
+                .collect(),
+            edge_property: property
+                .edge_property
+                .iter()
+                .map(|(i, j)| (*i, SerdeJsonValue::new(j)))
+                .collect(),
+            is_directed: property.is_directed,
+        }
+    }
+
+    pub fn unwrap(self) -> NaiveProperty<Id> {
+        NaiveProperty {
+            node_property: self
+                .node_property
+                .into_iter()
+                .map(|(i, j)| (i, j.unwrap()))
+                .collect(),
+            edge_property: self
+                .edge_property
+                .into_iter()
+                .map(|(i, j)| (i, j.unwrap()))
+                .collect(),
+            is_directed: self.is_directed,
         }
+    }
+}
+
+impl<Id: IdType> Serialize for NaiveProperty<Id>
+where
+    Id: Serialize,
+{
+    fn serialize<S>(&self, serializer: S) -> Result<S::Ok, S::Error>
+    where
+        S: Serializer,
+    {
+        let property = SerdeNaiveProperty::new(&self);
+        property.serialize(serializer)
+    }
+}
 
-        Ok(self.edge_property.contains_key(&(src, dst)))
+impl<'de, Id: IdType> Deserialize<'de> for NaiveProperty<Id>
+where
+    Id: Deserialize<'de>,
+{
+    fn deserialize<D>(deserializer: D) -> Result<NaiveProperty<Id>, D::Error>
+    where
+        D: Deserializer<'de>,
+    {
+        let property = SerdeNaiveProperty::deserialize(deserializer)?;
+        Ok(property.unwrap())
     }
 }
 
@@ -212,10 +319,6 @@ mod test {
 
         let graph = NaiveProperty::with_data(node_property, edge_property, false);
 
-        assert!(graph.has_node(0).unwrap());
-        assert!(graph.has_node(1).unwrap());
-        assert!(!graph.has_node(2).unwrap());
-
         assert_eq!(
             graph.get_node_property(0, vec!["age".to_owned()]).unwrap(),
             Some(object!("age"=>12))
@@ -258,9 +361,6 @@ mod test {
             ))
         );
 
-        assert!(graph.has_edge(0, 1).unwrap());
-        assert!(graph.has_edge(1, 0).unwrap());
-
         let edge_property = graph
             .get_edge_property(0, 1, vec!["friend_since".to_owned()])
             .unwrap()
@@ -274,31 +374,12 @@ mod test {
         let mut node_property = FnvHashMap::default();
         let mut edge_property = FnvHashMap::default();
 
-        node_property.insert(
-            0u32,
-            object!(
-            "name"=>"John",
-            ),
-        );
-
-        node_property.insert(
-            1,
-            object!(
-            "name"=>"Marry",
-            ),
-        );
-
-        edge_property.insert(
-            (0, 1),
-            object!(
-            "friend_since"=>"2018-11-15",
-            ),
-        );
-
+        node_property.insert(0u32, object!());
+        node_property.insert(1, object!());
+        edge_property.insert((0, 1), object!());
         let graph = NaiveProperty::with_data(node_property, edge_property, true);
 
-        assert!(graph.has_edge(0, 1).unwrap());
-        assert!(!graph.has_edge(1, 0).unwrap());
+        assert_eq!(graph.get_edge_property_all(1, 0), Ok(None));
     }
 
 }
diff --git a/src/property/serde.rs b/src/property/serde.rs
deleted file mode 100644
index 75fe855a..00000000
--- a/src/property/serde.rs
+++ /dev/null
@@ -1,127 +0,0 @@
-use json::{parse, stringify, JsonValue};
-use std::fmt;
-
-use serde::de::{Deserialize, Deserializer, Error, Visitor};
-use serde::ser::{Serialize, Serializer};
-
-use generic::IdType;
-use property::NaiveProperty;
-
-struct SerdeJsonValue {
-    pub json: JsonValue,
-}
-
-impl SerdeJsonValue {
-    pub fn new(json: &JsonValue) -> Self {
-        SerdeJsonValue { json: json.clone() }
-    }
-
-    pub fn unwrap(self) -> JsonValue {
-        self.json
-    }
-}
-
-impl Serialize for SerdeJsonValue {
-    fn serialize<S>(&self, serializer: S) -> Result<S::Ok, S::Error>
-    where
-        S: Serializer,
-    {
-        serializer.serialize_str(&stringify(self.json.clone()))
-    }
-}
-
-struct SerdeJsonValueVisitor;
-
-impl<'de> Visitor<'de> for SerdeJsonValueVisitor {
-    type Value = SerdeJsonValue;
-
-    fn expecting(&self, formatter: &mut fmt::Formatter) -> fmt::Result {
-        formatter.write_str("a JSON string")
-    }
-
-    fn visit_str<E>(self, valve: &str) -> Result<Self::Value, E>
-    where
-        E: Error,
-    {
-        match parse(valve) {
-            Ok(json) => Ok(SerdeJsonValue { json }),
-            Err(e) => Err(E::custom(format!("{:?}", e))),
-        }
-    }
-}
-
-impl<'de> Deserialize<'de> for SerdeJsonValue {
-    fn deserialize<D>(deserializer: D) -> Result<SerdeJsonValue, D::Error>
-    where
-        D: Deserializer<'de>,
-    {
-        deserializer.deserialize_str(SerdeJsonValueVisitor)
-    }
-}
-
-#[derive(Serialize, Deserialize)]
-struct SerdeNaiveProperty<Id: IdType> {
-    node_property: Vec<(Id, SerdeJsonValue)>,
-    edge_property: Vec<((Id, Id), SerdeJsonValue)>,
-    is_directed: bool,
-}
-
-impl<Id: IdType> SerdeNaiveProperty<Id> {
-    pub fn new(property: &NaiveProperty<Id>) -> Self {
-        SerdeNaiveProperty {
-            node_property: property
-                .node_property
-                .iter()
-                .map(|(i, j)| (*i, SerdeJsonValue::new(j)))
-                .collect(),
-            edge_property: property
-                .edge_property
-                .iter()
-                .map(|(i, j)| (*i, SerdeJsonValue::new(j)))
-                .collect(),
-            is_directed: property.is_directed,
-        }
-    }
-
-    pub fn unwrap(self) -> NaiveProperty<Id> {
-        NaiveProperty {
-            node_property: self
-                .node_property
-                .into_iter()
-                .map(|(i, j)| (i, j.unwrap()))
-                .collect(),
-            edge_property: self
-                .edge_property
-                .into_iter()
-                .map(|(i, j)| (i, j.unwrap()))
-                .collect(),
-            is_directed: self.is_directed,
-        }
-    }
-}
-
-impl<Id: IdType> Serialize for NaiveProperty<Id>
-where
-    Id: Serialize,
-{
-    fn serialize<S>(&self, serializer: S) -> Result<S::Ok, S::Error>
-    where
-        S: Serializer,
-    {
-        let property = SerdeNaiveProperty::new(&self);
-        property.serialize(serializer)
-    }
-}
-
-impl<'de, Id: IdType> Deserialize<'de> for NaiveProperty<Id>
-where
-    Id: Deserialize<'de>,
-{
-    fn deserialize<D>(deserializer: D) -> Result<NaiveProperty<Id>, D::Error>
-    where
-        D: Deserializer<'de>,
-    {
-        let property = SerdeNaiveProperty::deserialize(deserializer)?;
-        Ok(property.unwrap())
-    }
-}
diff --git a/src/property/sled_property.rs b/src/property/sled_property.rs
new file mode 100644
index 00000000..fbec3196
--- /dev/null
+++ b/src/property/sled_property.rs
@@ -0,0 +1,22 @@
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+pub struct SledProperty;

From 89d62d0cddb098d732e25ab1c602f0ba6b8dee8e Mon Sep 17 00:00:00 2001
From: Zhengyi <zhengyi.yang@outlook.com>
Date: Mon, 26 Nov 2018 17:51:38 +1100
Subject: [PATCH 010/391] rename naive_property to cached_property

---
 src/main.rs                                   |  6 +--
 .../{naive_property.rs => cached_property.rs} | 46 +++++++++----------
 src/property/mod.rs                           |  4 +-
 3 files changed, 28 insertions(+), 28 deletions(-)
 rename src/property/{naive_property.rs => cached_property.rs} (89%)

diff --git a/src/main.rs b/src/main.rs
index 267dabd6..b14f9378 100644
--- a/src/main.rs
+++ b/src/main.rs
@@ -27,7 +27,7 @@ use std::collections::HashMap;
 use rust_graph::graph_impl::UnGraphMap;
 use rust_graph::io::serde::{Deserialize, Serialize};
 use rust_graph::prelude::*;
-use rust_graph::property::NaiveProperty;
+use rust_graph::property::CachedProperty;
 
 fn main() {
     let g = UnGraphMap::<Void>::new();
@@ -70,13 +70,13 @@ fn main() {
             ),
     );
 
-    let graph = NaiveProperty::with_data(node_property, edge_property, false);
+    let graph = CachedProperty::with_data(node_property, edge_property, false);
 
     println!("{:#?}", &graph);
 
     graph.export("NaivePropertyGraph.bin").unwrap();
 
-    let graph1 = NaiveProperty::import("NaivePropertyGraph.bin").unwrap();
+    let graph1 = CachedProperty::import("NaivePropertyGraph.bin").unwrap();
 
     assert_eq!(graph, graph1);
 }
diff --git a/src/property/naive_property.rs b/src/property/cached_property.rs
similarity index 89%
rename from src/property/naive_property.rs
rename to src/property/cached_property.rs
index 2efadf27..845cc39d 100644
--- a/src/property/naive_property.rs
+++ b/src/property/cached_property.rs
@@ -33,19 +33,19 @@ use io::serde;
 use property::PropertyGraph;
 
 #[derive(Debug, PartialEq, Eq, Clone)]
-pub struct NaiveProperty<Id: IdType = DefaultId> {
+pub struct CachedProperty<Id: IdType = DefaultId> {
     node_property: FnvHashMap<Id, JsonValue>,
     edge_property: FnvHashMap<(Id, Id), JsonValue>,
     is_directed: bool,
 }
 
-impl<Id: IdType> serde::Serialize for NaiveProperty<Id> where Id: Serialize {}
+impl<Id: IdType> serde::Serialize for CachedProperty<Id> where Id: Serialize {}
 
-impl<Id: IdType> serde::Deserialize for NaiveProperty<Id> where Id: for<'de> Deserialize<'de> {}
+impl<Id: IdType> serde::Deserialize for CachedProperty<Id> where Id: for<'de> Deserialize<'de> {}
 
-impl<Id: IdType> NaiveProperty<Id> {
+impl<Id: IdType> CachedProperty<Id> {
     pub fn new(is_directed: bool) -> Self {
-        NaiveProperty {
+        CachedProperty {
             node_property: FnvHashMap::default(),
             edge_property: FnvHashMap::default(),
             is_directed,
@@ -53,7 +53,7 @@ impl<Id: IdType> NaiveProperty<Id> {
     }
 
     pub fn with_capacity(num_of_nodes: usize, num_of_edges: usize, is_directed: bool) -> Self {
-        NaiveProperty {
+        CachedProperty {
             node_property: HashMap::with_capacity_and_hasher(
                 num_of_nodes,
                 FnvBuildHasher::default(),
@@ -71,7 +71,7 @@ impl<Id: IdType> NaiveProperty<Id> {
         edge_property: HashMap<(Id, Id), JsonValue, S>,
         is_directed: bool,
     ) -> Self {
-        NaiveProperty {
+        CachedProperty {
             node_property: node_property.into_iter().collect(),
             edge_property: edge_property.into_iter().collect(),
             is_directed,
@@ -96,17 +96,16 @@ impl<Id: IdType> NaiveProperty<Id> {
     }
 }
 
-impl<Id: IdType> PropertyGraph<Id> for NaiveProperty<Id> {
+impl<Id: IdType> PropertyGraph<Id> for CachedProperty<Id> {
     #[inline]
     fn get_node_property(&self, id: Id, names: Vec<String>) -> Result<Option<JsonValue>, ()> {
         match self.node_property.get(&id) {
             Some(value) => {
                 let mut result = JsonValue::new_object();
                 for name in names {
-                    if !value.has_key(&name) {
-                        return Ok(None);
+                    if value.has_key(&name) {
+                        result[name] = value[&name].clone();
                     }
-                    result[name] = value[&name].clone();
                 }
                 Ok(Some(result))
             }
@@ -129,10 +128,9 @@ impl<Id: IdType> PropertyGraph<Id> for NaiveProperty<Id> {
             Some(value) => {
                 let mut result = JsonValue::new_object();
                 for name in names {
-                    if !value.has_key(&name) {
-                        return Ok(None);
+                    if value.has_key(&name) {
+                        result[name] = value[&name].clone();
                     }
-                    result[name] = value[&name].clone();
                 }
                 Ok(Some(result))
             }
@@ -221,7 +219,7 @@ struct SerdeNaiveProperty<Id: IdType> {
 }
 
 impl<Id: IdType> SerdeNaiveProperty<Id> {
-    pub fn new(property: &NaiveProperty<Id>) -> Self {
+    pub fn new(property: &CachedProperty<Id>) -> Self {
         SerdeNaiveProperty {
             node_property: property
                 .node_property
@@ -237,8 +235,8 @@ impl<Id: IdType> SerdeNaiveProperty<Id> {
         }
     }
 
-    pub fn unwrap(self) -> NaiveProperty<Id> {
-        NaiveProperty {
+    pub fn unwrap(self) -> CachedProperty<Id> {
+        CachedProperty {
             node_property: self
                 .node_property
                 .into_iter()
@@ -254,7 +252,7 @@ impl<Id: IdType> SerdeNaiveProperty<Id> {
     }
 }
 
-impl<Id: IdType> Serialize for NaiveProperty<Id>
+impl<Id: IdType> Serialize for CachedProperty<Id>
 where
     Id: Serialize,
 {
@@ -267,11 +265,11 @@ where
     }
 }
 
-impl<'de, Id: IdType> Deserialize<'de> for NaiveProperty<Id>
+impl<'de, Id: IdType> Deserialize<'de> for CachedProperty<Id>
 where
     Id: Deserialize<'de>,
 {
-    fn deserialize<D>(deserializer: D) -> Result<NaiveProperty<Id>, D::Error>
+    fn deserialize<D>(deserializer: D) -> Result<CachedProperty<Id>, D::Error>
     where
         D: Deserializer<'de>,
     {
@@ -317,7 +315,7 @@ mod test {
             ),
         );
 
-        let graph = NaiveProperty::with_data(node_property, edge_property, false);
+        let graph = CachedProperty::with_data(node_property, edge_property, false);
 
         assert_eq!(
             graph.get_node_property(0, vec!["age".to_owned()]).unwrap(),
@@ -349,7 +347,9 @@ mod test {
             graph
                 .get_node_property(0, vec!["age".to_owned(), "gender".to_owned()])
                 .unwrap(),
-            None
+            Some(object!{
+            "age"=>12
+                 })
         );
         assert_eq!(
             graph.get_node_property_all(0).unwrap(),
@@ -377,7 +377,7 @@ mod test {
         node_property.insert(0u32, object!());
         node_property.insert(1, object!());
         edge_property.insert((0, 1), object!());
-        let graph = NaiveProperty::with_data(node_property, edge_property, true);
+        let graph = CachedProperty::with_data(node_property, edge_property, true);
 
         assert_eq!(graph.get_edge_property_all(1, 0), Ok(None));
     }
diff --git a/src/property/mod.rs b/src/property/mod.rs
index 4a5eb673..157e5a2a 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -18,10 +18,10 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-pub mod naive_property;
+pub mod cached_property;
 pub mod sled_property;
 
-pub use property::naive_property::NaiveProperty;
+pub use property::cached_property::CachedProperty;
 pub use property::sled_property::SledProperty;
 
 use generic::{IdType, Iter};

From 54feb08178a8814f0e2f72510ed3fab2f8118167 Mon Sep 17 00:00:00 2001
From: Zhengyi <zhengyi.yang@outlook.com>
Date: Mon, 26 Nov 2018 22:38:34 +1100
Subject: [PATCH 011/391] move Err to associate type in PropertyGraph

---
 src/property/cached_property.rs |  2 ++
 src/property/mod.rs             | 14 +++++++++-----
 2 files changed, 11 insertions(+), 5 deletions(-)

diff --git a/src/property/cached_property.rs b/src/property/cached_property.rs
index 845cc39d..a310e707 100644
--- a/src/property/cached_property.rs
+++ b/src/property/cached_property.rs
@@ -97,6 +97,8 @@ impl<Id: IdType> CachedProperty<Id> {
 }
 
 impl<Id: IdType> PropertyGraph<Id> for CachedProperty<Id> {
+    type Err = ();
+
     #[inline]
     fn get_node_property(&self, id: Id, names: Vec<String>) -> Result<Option<JsonValue>, ()> {
         match self.node_property.get(&id) {
diff --git a/src/property/mod.rs b/src/property/mod.rs
index 3d1d2b26..4da633b2 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -27,16 +27,20 @@ pub use property::sled_property::SledProperty;
 use generic::IdType;
 use json::JsonValue;
 
-pub trait PropertyGraph<Id: IdType, E = ()> {
-    fn get_node_property(&self, id: Id, names: Vec<String>) -> Result<Option<JsonValue>, E>;
+pub trait PropertyGraph<Id: IdType> {
+    type Err;
+
+    fn get_node_property(&self, id: Id, names: Vec<String>)
+        -> Result<Option<JsonValue>, Self::Err>;
     fn get_edge_property(
         &self,
         src: Id,
         dst: Id,
         names: Vec<String>,
-    ) -> Result<Option<JsonValue>, E>;
-    fn get_node_property_all(&self, id: Id) -> Result<Option<JsonValue>, E>;
-    fn get_edge_property_all(&self, src: Id, dst: Id) -> Result<Option<JsonValue>, E>;
+    ) -> Result<Option<JsonValue>, Self::Err>;
+    fn get_node_property_all(&self, id: Id) -> Result<Option<JsonValue>, Self::Err>;
+    fn get_edge_property_all(&self, src: Id, dst: Id) -> Result<Option<JsonValue>, Self::Err>;
+
     //    fn scan_node_property(&self,names: Vec<String>) -> Iter<Result<Option<JsonValue>, E>>;
     //    fn scan_edge_property(&self,names: Vec<String>) -> Iter<Result<Option<JsonValue>, E>>;
     //    fn scan_node_property_all(&self,names: Vec<String>) -> Iter<Result<Option<JsonValue>, E>>;

From 9c0d38218b700ffe2f7431ff09dbb7ee39db87c4 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Thu, 29 Nov 2018 01:38:55 +1100
Subject: [PATCH 012/391] Temporarily change it for testing.

---
 src/generic/graph.rs | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/src/generic/graph.rs b/src/generic/graph.rs
index ba99a0f3..411b15d8 100644
--- a/src/generic/graph.rs
+++ b/src/generic/graph.rs
@@ -28,6 +28,7 @@ use generic::{
     OwnedEdgeType, OwnedNodeType,
 };
 use graph_impl::Graph;
+use graph_impl::graph_map::new_general_graphmap;
 use map::SetMap;
 
 pub trait GeneralGraph<Id: IdType, NL: Hash + Eq, EL: Hash + Eq = NL, L: IdType = Id>:
@@ -50,6 +51,20 @@ pub trait GeneralGraph<Id: IdType, NL: Hash + Eq, EL: Hash + Eq = NL, L: IdType
     }
 }
 
+impl<Id: IdType + 'static, NL: Hash + Eq + Clone + 'static, EL: Hash + Eq + Clone + 'static, L: IdType + 'static> Clone
+for Box<GeneralGraph<Id, NL, EL, L>>
+{
+    fn clone(&self) -> Self {
+        let g = if self.as_digraph().is_some() {
+            new_general_graphmap(true)
+        } else {
+            new_general_graphmap(false)
+        };
+
+        ::algorithm::graph_union(self.as_ref(), g.as_ref())
+    }
+}
+
 pub trait GraphTrait<Id: IdType, L: IdType> {
     /// Get an immutable reference to the node.
     fn get_node(&self, id: Id) -> NodeType<Id, L>;

From 66c86e81f32d74e91667413a8e47daefff00936b Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Thu, 29 Nov 2018 01:48:56 +1100
Subject: [PATCH 013/391] Changed return box to static for testing

---
 src/generic/graph.rs | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/generic/graph.rs b/src/generic/graph.rs
index 411b15d8..1dc628ba 100644
--- a/src/generic/graph.rs
+++ b/src/generic/graph.rs
@@ -52,7 +52,7 @@ pub trait GeneralGraph<Id: IdType, NL: Hash + Eq, EL: Hash + Eq = NL, L: IdType
 }
 
 impl<Id: IdType + 'static, NL: Hash + Eq + Clone + 'static, EL: Hash + Eq + Clone + 'static, L: IdType + 'static> Clone
-for Box<GeneralGraph<Id, NL, EL, L>>
+for Box<GeneralGraph<Id, NL, EL, L> + 'static>
 {
     fn clone(&self) -> Self {
         let g = if self.as_digraph().is_some() {

From 032d8d431598b0f4cb3f2885aaa59683a00e236a Mon Sep 17 00:00:00 2001
From: ouzensang <502037186@qq.com>
Date: Mon, 3 Dec 2018 16:34:55 +0800
Subject: [PATCH 014/391] add sled_property

---
 src/property/sled_property.rs | 288 +++++++++++++++++++++++++++++++++-
 1 file changed, 287 insertions(+), 1 deletion(-)

diff --git a/src/property/sled_property.rs b/src/property/sled_property.rs
index fbec3196..f1afa6cc 100644
--- a/src/property/sled_property.rs
+++ b/src/property/sled_property.rs
@@ -19,4 +19,290 @@
  * under the License.
  */
 
-pub struct SledProperty;
+use std::collections::HashMap;
+use std::hash::BuildHasher;
+use std::mem::swap;
+use std::path::Path;
+use std::string::ToString;
+
+use sled::{Tree, ConfigBuilder};
+use json::JsonValue;
+
+use generic::{DefaultId, IdType};
+use property::PropertyGraph;
+
+pub struct SledProperty{
+    node_property: Tree,
+    edge_property: Tree,
+    is_directed: bool,
+}
+
+impl SledProperty {
+    pub fn new(is_directed: bool,store_path: &Path) -> Self {
+        SledProperty {
+            node_property: Tree::start_default(store_path).unwrap(),
+            edge_property: Tree::start_default(store_path).unwrap(),
+            is_directed,
+        }
+    }
+
+    pub fn with_data <Id: IdType + ToString, S: BuildHasher>(store_path: &Path, node_property: HashMap<Id, JsonValue, S>,
+                     edge_property: HashMap<(Id, Id), JsonValue, S>, is_directed: bool) -> Self {
+        let config = ConfigBuilder::default()
+            .path(store_path.to_owned())
+            .build();
+
+        let node_tree = Tree::start(config.clone()).unwrap();
+        let edge_tree = Tree::start(config.clone()).unwrap();
+
+        for (id, names) in node_property.iter(){
+            let id_str = id.to_string();
+            let id_bytes = id_str.as_bytes();
+            let names_str = names.dump();
+            let names_bytes = names_str.as_bytes();
+            node_tree.set(id_bytes, names_bytes.to_vec());// may be error
+        }
+
+        for (edge, names) in edge_property.iter(){
+            let id = vec![edge.0.to_string(), edge.1.to_string()];
+            let id_str = id.join(",");
+            let id_bytes = id_str.as_bytes();
+            let names_str = names.dump();
+            let names_bytes = names_str.as_bytes();
+            edge_tree.set(id_bytes, names_bytes.to_vec()); // may be error
+        }
+
+        SledProperty {
+            node_property: node_tree,
+            edge_property: edge_tree,
+            is_directed,
+        }
+    }
+
+    #[inline(always)]
+    pub fn is_directed(&self) -> bool {
+        self.is_directed
+    }
+
+    #[inline(always)]
+    fn swap_edge<Id: IdType>(&self, a: &mut Id, b: &mut Id) {
+        if !self.is_directed && a > b {
+            swap(a, b)
+        }
+    }
+}
+
+impl<Id: IdType + ToString> PropertyGraph<Id> for SledProperty {
+    #[inline]
+    fn get_node_property(&self, id: Id, names: Vec<String>) -> Result<Option<JsonValue>, ()> {
+        let id_str = id.to_string();
+        let id_bytes = id_str.as_bytes();
+        match self.node_property.get(&id_bytes) {
+            Ok(_value) => {
+                match _value{
+                    Some(value_bytes) => {
+                        let value = String::from_utf8(value_bytes.to_vec()).unwrap();
+                        let value_parsed = json::parse(&value).unwrap();
+                        let mut result = JsonValue::new_object();
+                        for name in names {
+                            if value_parsed.has_key(&name) {
+                                result[name] = value_parsed[&name].clone();
+                            }
+                        }
+                        Ok(Some(result))
+                    }
+                    None => Ok(None),
+                }
+            },
+            Err(_) => {panic!("There is some error!")},
+
+        }
+    }
+
+    #[inline]
+    fn get_edge_property(
+        &self,
+        mut src: Id,
+        mut dst: Id,
+        names: Vec<String>,
+    ) -> Result<Option<JsonValue>, ()> {
+        if !self.is_directed {
+            self.swap_edge(&mut src, &mut dst);
+        }
+
+        let id = vec![src.to_string(), dst.to_string()];
+        let id_str = id.join(",");
+        let id_bytes = id_str.as_bytes();
+        match self.edge_property.get(&id_bytes) {
+            Ok(_value) => {
+                match _value{
+                    Some(value_bytes) => {
+                        let value = String::from_utf8(value_bytes.to_vec()).unwrap();
+                        let value_parsed = json::parse(&value).unwrap();
+                        let mut result = JsonValue::new_object();
+                        for name in names {
+                            if value_parsed.has_key(&name) {
+                                result[name] = value_parsed[&name].clone();
+                            }
+                        }
+                        Ok(Some(result))
+                    }
+                    None => Ok(None),
+                }
+            },
+            Err(_) => {panic!("There is some error!")},
+
+        }
+    }
+
+    #[inline]
+    fn get_node_property_all(&self, id: Id) -> Result<Option<JsonValue>, ()> {
+        let id_str = id.to_string();
+        let id_bytes = id_str.as_bytes();
+        match self.node_property.get(&id_bytes) {
+            Ok(_value) => {
+                match _value{
+                    Some(value_bytes) => {
+                        let value = String::from_utf8(value_bytes.to_vec()).unwrap();
+                        let value_parsed = json::parse(&value).unwrap();
+                        Ok(Some(value_parsed.clone()))
+                    }
+                    None => Ok(None),
+                }
+            },
+            Err(_) => {panic!("There is some error!")},
+
+        }
+    }
+
+    #[inline]
+    fn get_edge_property_all(&self, mut src: Id, mut dst: Id) -> Result<Option<JsonValue>, ()> {
+        if !self.is_directed {
+            self.swap_edge(&mut src, &mut dst);
+        }
+
+        let id = vec![src.to_string(), dst.to_string()];
+        let id_str = id.join(",");
+        let id_bytes = id_str.as_bytes();
+        match self.edge_property.get(&id_bytes) {
+            Ok(_value) => {
+                match _value{
+                    Some(value_bytes) => {
+                        let value = String::from_utf8(value_bytes.to_vec()).unwrap();
+                        let value_parsed = json::parse(&value).unwrap();
+                        Ok(Some(value_parsed.clone()))
+                    }
+                    None => Ok(None),
+                }
+            },
+            Err(_) => {panic!("There is some error!")},
+
+        }
+    }
+}
+
+#[cfg(test)]
+mod test {
+    use super::*;
+    use json::{array, object};
+
+    #[test]
+    fn test_undirected() {
+        let mut node_property = HashMap::new();
+        let mut edge_property = HashMap::new();
+
+        node_property.insert(
+            0u32,
+            object!(
+            "name"=>"John",
+            "age"=>12,
+            "is_member"=>true,
+            "scores"=>array![9,8,10],
+            ),
+        );
+
+        node_property.insert(
+            1,
+            object!(
+            "name"=>"Marry",
+            "age"=>13,
+            "is_member"=>false,
+            "scores"=>array![10,10,9],
+            ),
+        );
+
+        edge_property.insert(
+            (0, 1),
+            object!(
+            "friend_since"=>"2018-11-15",
+            ),
+        );
+
+        let path = Path::new("/home/wangran/RustProjects/PatMatch/PropertyGraph/test_data/undirected");
+        let graph = SledProperty::with_data(path,node_property, edge_property, false);
+        assert_eq!(
+            graph.get_node_property(0u32, vec!["age".to_owned()]).unwrap(),
+            Some(object!("age"=>12))
+        );
+        assert_eq!(
+            graph
+                .get_node_property(0u32, vec!["age".to_owned(), "name".to_owned()])
+                .unwrap(),
+            Some(object!("age"=>12,"name"=>"John"))
+        );
+        assert_eq!(
+            graph
+                .get_node_property(1u32, vec!["is_member".to_owned()])
+                .unwrap(),
+            Some(object!("is_member"=>false))
+        );
+        assert_eq!(
+            graph
+                .get_node_property(1u32, vec!["is_member".to_owned(), "scores".to_owned()])
+                .unwrap(),
+            Some(object!("is_member"=>false,"scores"=>array![10,10,9]))
+        );
+        assert_eq!(
+            graph.get_node_property(2u32, vec!["age".to_owned()]).unwrap(),
+            None
+        );
+        assert_eq!(
+            graph
+                .get_node_property(0u32, vec!["age".to_owned(), "gender".to_owned()])
+                .unwrap(),
+            Some(object!{
+            "age"=>12
+                 })
+        );
+        assert_eq!(
+            graph.get_node_property_all(0u32).unwrap(),
+            Some(object!(
+            "name"=>"John",
+            "age"=>12,
+            "is_member"=>true,
+            "scores"=>array![9,8,10],
+            ))
+        );
+
+        let edge_property = graph
+            .get_edge_property(0u32, 1u32, vec!["friend_since".to_owned()])
+            .unwrap()
+            .unwrap();
+        assert!(edge_property["friend_since"] == "2018-11-15");
+        assert_eq!(edge_property.len(), 1);
+    }
+
+    #[test]
+    fn test_directed() {
+        let mut node_property = HashMap::new();
+        let mut edge_property = HashMap::new();
+
+        node_property.insert(0u32, object!());
+        node_property.insert(1, object!());
+        edge_property.insert((0, 1), object!());
+        let path = Path::new("/home/wangran/RustProjects/PatMatch/PropertyGraph/test_data/directed");
+        let graph = SledProperty::with_data(path,node_property, edge_property, true);
+
+        assert_eq!(graph.get_edge_property_all(1u32, 0u32), Ok(None));
+    }
+}
\ No newline at end of file

From 93720f409ebf264ca7664bfa2d04622722c6f7af Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Tue, 4 Dec 2018 11:28:02 +1100
Subject: [PATCH 015/391] Changed implementation of ConnSub

---
 src/algorithm/conn_subgraphs.rs | 75 ++++++++--------------------
 tests/algorithm.rs              | 87 ---------------------------------
 2 files changed, 21 insertions(+), 141 deletions(-)

diff --git a/src/algorithm/conn_subgraphs.rs b/src/algorithm/conn_subgraphs.rs
index 07ffa1ce..c932613b 100644
--- a/src/algorithm/conn_subgraphs.rs
+++ b/src/algorithm/conn_subgraphs.rs
@@ -3,6 +3,7 @@ use generic::dtype::IdType;
 use graph_impl::graph_map::new_general_graphmap;
 use prelude::*;
 use std::hash::Hash;
+use itertools::Itertools;
 
 /// Enumeration of Connected subgraphs of a graph.
 ///
@@ -87,65 +88,31 @@ impl<
     /// Run the graph enumeration by adding each node and edge to the subgraph that it
     /// corresponds to.
     pub fn run_subgraph_enumeration(&mut self, graph: &GeneralGraph<Id, NL, EL, L>) {
-        self.process_nodes(graph);
-        self.process_edges(graph);
-    }
+        if graph.edge_count() != 0 {
+            let mut num_edges:usize = 1;
+            while num_edges <= graph.edge_count() {
+                for edge_vec in graph.edges().combinations(num_edges) {
+                    let mut g_tmp = new_general_graphmap(graph.is_directed());
+                    for edge in edge_vec {
+                        let mut_g = g_tmp.as_mut_graph().unwrap();
+                        let (start, target) = (edge.get_start(), edge.get_target());
 
-    /// Add nodes to their corresponding subgraphs
-    fn process_nodes(&mut self, graph: &GeneralGraph<Id, NL, EL, L>) {
-        for node in graph.nodes() {
-            let id = node.get_id();
-            let root = self.cc.get_root(id).unwrap();
-            let label = graph.get_node_label(id).cloned();
-            let index = self.root_to_subgraph(root);
+                        let node_label_one = graph.get_node_label(start);
+                        let node_label_two = graph.get_node_label(target);
 
-            if let Some(index) = index {
-                self.subgraphs[index]
-                    .as_mut_graph()
-                    .unwrap()
-                    .add_node(id, label);
-            } else {
-                if graph.is_directed() {
-                    self.subgraphs.push(new_general_graphmap(true));
-                } else {
-                    self.subgraphs.push(new_general_graphmap(false));
-                }
-                self.roots.push(root);
-                let length = self.subgraphs.len();
-                self.subgraphs[length - 1]
-                    .as_mut_graph()
-                    .unwrap()
-                    .add_node(id, label);
-            }
-        }
-    }
+                        mut_g.add_node(start, node_label_one.cloned());
+                        mut_g.add_node(target, node_label_two.cloned());
+
+                        let edge_label = graph.get_edge_label(start, target);
 
-    /// Add edges to their corresponding subgraphs
-    fn process_edges(&mut self, graph: &GeneralGraph<Id, NL, EL, L>) {
-        for edge in graph.edges() {
-            let start = edge.get_start();
-            let target = edge.get_target();
-            let root = self.cc.get_root(start).unwrap();
-            let label = graph.get_edge_label(start, target).cloned();
-            let index = self.root_to_subgraph(root);
+                        mut_g.add_edge(start, target, edge_label.cloned());
+                    }
 
-            if let Some(index) = index {
-                self.subgraphs[index]
-                    .as_mut_graph()
-                    .unwrap()
-                    .add_edge(start, target, label);
-            } else {
-                if graph.is_directed() {
-                    self.subgraphs.push(new_general_graphmap(true));
-                } else {
-                    self.subgraphs.push(new_general_graphmap(false));
+                    if g_tmp.node_count() > 0 && self.cc.get_count() == 1 {
+                        self.subgraphs.push(g_tmp);
+                    }
                 }
-                self.roots.push(root);
-                let length = self.subgraphs.len();
-                self.subgraphs[length - 1]
-                    .as_mut_graph()
-                    .unwrap()
-                    .add_edge(start, target, label);
+                num_edges += 1;
             }
         }
     }
diff --git a/tests/algorithm.rs b/tests/algorithm.rs
index 9dafc7e3..57362de3 100644
--- a/tests/algorithm.rs
+++ b/tests/algorithm.rs
@@ -278,93 +278,6 @@ fn test_dfs_directed_seperate_components() {
     assert_eq!(result, true);
 }
 
-#[test]
-fn test_conn_subgraphs_undirected_seperate_components() {
-    let mut graph = UnGraphMap::<u32>::new();
-    graph.add_node(1, Some(0));
-    graph.add_node(2, Some(1));
-    graph.add_node(3, Some(2));
-    graph.add_node(4, Some(3));
-
-    graph.add_edge(1, 2, Some(10));
-    graph.add_edge(3, 4, Some(20));
-
-    let cs = ConnSubgraph::new(&graph);
-    let subgraphs = cs.into_result();
-    assert_eq!(subgraphs.len(), 2);
-
-    assert_eq!(subgraphs[0].has_node(1), true);
-    assert_eq!(subgraphs[0].has_node(2), true);
-    assert_eq!(subgraphs[0].has_node(3), false);
-    assert_eq!(subgraphs[0].has_node(4), false);
-    assert_eq!(subgraphs[1].has_node(1), false);
-    assert_eq!(subgraphs[1].has_node(2), false);
-    assert_eq!(subgraphs[1].has_node(3), true);
-    assert_eq!(subgraphs[1].has_node(4), true);
-
-    assert_eq!(subgraphs[0].has_edge(1, 2), true);
-    assert_eq!(subgraphs[0].has_edge(3, 4), false);
-    assert_eq!(subgraphs[1].has_edge(1, 2), false);
-    assert_eq!(subgraphs[1].has_edge(3, 4), true);
-    assert_eq!(subgraphs[0].has_edge(2, 1), true);
-    assert_eq!(subgraphs[0].has_edge(4, 3), false);
-    assert_eq!(subgraphs[1].has_edge(2, 1), false);
-    assert_eq!(subgraphs[1].has_edge(4, 3), true);
-
-    assert_eq!(subgraphs[0].get_node_label(1), Some(&0));
-    assert_eq!(subgraphs[0].get_node_label(2), Some(&1));
-    assert_eq!(subgraphs[1].get_node_label(3), Some(&2));
-    assert_eq!(subgraphs[1].get_node_label(4), Some(&3));
-
-    assert_eq!(graph.get_edge_label(1, 2), Some(&10));
-    assert_eq!(graph.get_edge_label(3, 4), Some(&20));
-    assert_eq!(graph.get_edge_label(2, 1), Some(&10));
-    assert_eq!(graph.get_edge_label(4, 3), Some(&20));
-}
-
-#[test]
-fn test_conn_subgraphs_directed_seperate_components() {
-    let mut graph = DiGraphMap::<u32>::new();
-    graph.add_node(1, Some(0));
-    graph.add_node(2, Some(1));
-    graph.add_node(3, Some(2));
-    graph.add_node(4, Some(3));
-
-    graph.add_edge(1, 2, Some(10));
-    graph.add_edge(3, 4, Some(20));
-
-    let cs = ConnSubgraph::new(&graph);
-    let subgraphs = cs.into_result();
-    assert_eq!(subgraphs.len(), 2);
-
-    assert_eq!(subgraphs[0].has_node(1), true);
-    assert_eq!(subgraphs[0].has_node(2), true);
-    assert_eq!(subgraphs[0].has_node(3), false);
-    assert_eq!(subgraphs[0].has_node(4), false);
-    assert_eq!(subgraphs[1].has_node(1), false);
-    assert_eq!(subgraphs[1].has_node(2), false);
-    assert_eq!(subgraphs[1].has_node(3), true);
-    assert_eq!(subgraphs[1].has_node(4), true);
-
-    assert_eq!(subgraphs[0].has_edge(1, 2), true);
-    assert_eq!(subgraphs[0].has_edge(3, 4), false);
-    assert_eq!(subgraphs[1].has_edge(1, 2), false);
-    assert_eq!(subgraphs[1].has_edge(3, 4), true);
-    assert_eq!(subgraphs[0].has_edge(2, 1), false);
-    assert_eq!(subgraphs[0].has_edge(4, 3), false);
-    assert_eq!(subgraphs[1].has_edge(2, 1), false);
-    assert_eq!(subgraphs[1].has_edge(4, 3), false);
-
-    assert_eq!(subgraphs[0].get_node_label(1), Some(&0));
-    assert_eq!(subgraphs[0].get_node_label(2), Some(&1));
-    assert_eq!(subgraphs[1].get_node_label(3), Some(&2));
-    assert_eq!(subgraphs[1].get_node_label(4), Some(&3));
-
-    assert_eq!(graph.get_edge_label(1, 2), Some(&10));
-    assert_eq!(graph.get_edge_label(3, 4), Some(&20));
-    assert_eq!(graph.get_edge_label(2, 1), None);
-    assert_eq!(graph.get_edge_label(4, 3), None);
-}
 
 #[test]
 fn test_graph_union_directed_graphs() {

From 128566cf1bc4e8934950680e812c13918e215727 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Tue, 4 Dec 2018 11:35:47 +1100
Subject: [PATCH 016/391] Removed useless hash

---
 src/algorithm/conn_subgraphs.rs | 4 +---
 1 file changed, 1 insertion(+), 3 deletions(-)

diff --git a/src/algorithm/conn_subgraphs.rs b/src/algorithm/conn_subgraphs.rs
index 2b534a7d..f7af6583 100644
--- a/src/algorithm/conn_subgraphs.rs
+++ b/src/algorithm/conn_subgraphs.rs
@@ -19,13 +19,11 @@
  * under the License.
  */
 use std::hash::Hash;
+use itertools::Itertools;
 
 use algorithm::conn_comp::ConnComp;
 use graph_impl::graph_map::new_general_graphmap;
 use prelude::*;
-use std::hash::Hash;
-use itertools::Itertools;
-
 
 /// Enumeration of Connected subgraphs of a graph.
 ///

From dd827fdf1e763b09807dafeab76cdc49ab8b2bd3 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Tue, 4 Dec 2018 11:39:41 +1100
Subject: [PATCH 017/391] Added into result for connsub

---
 src/algorithm/conn_subgraphs.rs | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/src/algorithm/conn_subgraphs.rs b/src/algorithm/conn_subgraphs.rs
index f7af6583..d14af061 100644
--- a/src/algorithm/conn_subgraphs.rs
+++ b/src/algorithm/conn_subgraphs.rs
@@ -120,4 +120,9 @@ impl<'a, Id: IdType, NL: Eq + Hash + Clone + 'a, EL: Eq + Hash + Clone + 'a, L:
             }
         }
     }
+
+    /// Return the result vector of subgraphs.
+    pub fn into_result(self) -> Vec<Box<GeneralGraph<Id, NL, EL, L> + 'a>> {
+        self.subgraphs
+    }
 }

From 2ed7934dbd53001d475b3128a958c5d655f7c8e7 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Tue, 4 Dec 2018 11:56:51 +1100
Subject: [PATCH 018/391] Changed some comments

---
 src/algorithm/conn_subgraphs.rs | 10 ++--------
 1 file changed, 2 insertions(+), 8 deletions(-)

diff --git a/src/algorithm/conn_subgraphs.rs b/src/algorithm/conn_subgraphs.rs
index d14af061..b98dbe0f 100644
--- a/src/algorithm/conn_subgraphs.rs
+++ b/src/algorithm/conn_subgraphs.rs
@@ -61,10 +61,6 @@ pub struct ConnSubgraph<
 > {
     /// The result vector of subgraphs
     subgraphs: Vec<Box<GeneralGraph<Id, NL, EL, L> + 'a>>,
-    /// The vector of roots. e.g roots[subgraph_index] = subgraph_root_id.
-    roots: Vec<Id>,
-    /// The Connected Components of given graph
-    cc: ConnComp<Id>,
 }
 
 impl<'a, Id: IdType, NL: Eq + Hash + Clone + 'a, EL: Eq + Hash + Clone + 'a, L: IdType>
@@ -83,9 +79,7 @@ impl<'a, Id: IdType, NL: Eq + Hash + Clone + 'a, EL: Eq + Hash + Clone + 'a, L:
     /// instance with given graph.
     pub fn empty(graph: &GeneralGraph<Id, NL, EL, L>) -> Self {
         ConnSubgraph {
-            subgraphs: Vec::new(),
-            roots: Vec::new(),
-            cc: ConnComp::new(graph),
+            subgraphs: Vec::new()
         }
     }
 
@@ -112,7 +106,7 @@ impl<'a, Id: IdType, NL: Eq + Hash + Clone + 'a, EL: Eq + Hash + Clone + 'a, L:
                         mut_g.add_edge(start, target, edge_label.cloned());
                     }
 
-                    if g_tmp.node_count() > 0 && self.cc.get_count() == 1 {
+                    if g_tmp.node_count() > 0 && ConnComp::new(g_tmp.as_ref()).get_count() == 1 {
                         self.subgraphs.push(g_tmp);
                     }
                 }

From b67f2881659ea28bdd529f0f91989ef24f002913 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Tue, 4 Dec 2018 11:58:05 +1100
Subject: [PATCH 019/391] Changed some documentations

---
 src/algorithm/conn_subgraphs.rs | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/algorithm/conn_subgraphs.rs b/src/algorithm/conn_subgraphs.rs
index b98dbe0f..c8c3595e 100644
--- a/src/algorithm/conn_subgraphs.rs
+++ b/src/algorithm/conn_subgraphs.rs
@@ -28,7 +28,7 @@ use prelude::*;
 /// Enumeration of Connected subgraphs of a graph.
 ///
 /// `ConnSubgraph` is not recursive.
-/// The algorithm first gets all connected components using ConnComp algorithm.
+/// The algorithm first gets all the possible combination of edges which can form subgraphs.
 /// Then generates a vector of subgraphs according to nodes and edges
 /// corresponding to each component.
 ///

From 7206c151aad490bd0fc391ff1b459e29a48f7961 Mon Sep 17 00:00:00 2001
From: Kongzhang Hao <haokongzhang@gmail.com>
Date: Tue, 4 Dec 2018 12:13:18 +1100
Subject: [PATCH 020/391] Update graph.rs

---
 src/generic/graph.rs | 2 --
 1 file changed, 2 deletions(-)

diff --git a/src/generic/graph.rs b/src/generic/graph.rs
index b3f0d7d6..ad9f7ae5 100644
--- a/src/generic/graph.rs
+++ b/src/generic/graph.rs
@@ -29,7 +29,6 @@ use generic::{
     EdgeTrait, EdgeType, IdType, Iter, MapTrait, MutEdgeType, MutNodeType, NodeTrait, NodeType,
     OwnedEdgeType, OwnedNodeType,
 };
-
 use graph_impl::graph_map::new_general_graphmap;
 use graph_impl::GraphImpl;
 use map::SetMap;
@@ -54,7 +53,6 @@ pub trait GeneralGraph<Id: IdType, NL: Hash + Eq, EL: Hash + Eq = NL, L: IdType
     }
 }
 
-
 impl<Id: IdType, NL: Hash + Eq + Clone + 'static, EL: Hash + Eq + Clone + 'static, L: IdType> Clone
     for Box<GeneralGraph<Id, NL, EL, L>>
 {

From 5b97d9a7e449e10933f22eee42879b4c3ed55d22 Mon Sep 17 00:00:00 2001
From: ouzensang <502037186@qq.com>
Date: Tue, 4 Dec 2018 16:41:30 +0800
Subject: [PATCH 021/391] modify sled_property

---
 src/property/sled_map.rs      |   0
 src/property/sled_property.rs | 184 +++++++++++++++++++++-------------
 2 files changed, 112 insertions(+), 72 deletions(-)
 create mode 100644 src/property/sled_map.rs

diff --git a/src/property/sled_map.rs b/src/property/sled_map.rs
new file mode 100644
index 00000000..e69de29b
diff --git a/src/property/sled_property.rs b/src/property/sled_property.rs
index f1afa6cc..08c0477d 100644
--- a/src/property/sled_property.rs
+++ b/src/property/sled_property.rs
@@ -19,16 +19,14 @@
  * under the License.
  */
 
-use std::collections::HashMap;
-use std::hash::BuildHasher;
 use std::mem::swap;
 use std::path::Path;
-use std::string::ToString;
 
 use sled::{Tree, ConfigBuilder};
 use json::JsonValue;
+use bincode;
 
-use generic::{DefaultId, IdType};
+use generic::IdType;
 use property::PropertyGraph;
 
 pub struct SledProperty{
@@ -38,45 +36,60 @@ pub struct SledProperty{
 }
 
 impl SledProperty {
-    pub fn new(is_directed: bool,store_path: &Path) -> Self {
-        SledProperty {
-            node_property: Tree::start_default(store_path).unwrap(),
-            edge_property: Tree::start_default(store_path).unwrap(),
-            is_directed,
+    pub fn new(is_directed: bool,store_path: &Path) -> Result<Self, ()> {
+        match (Tree::start_default(store_path),Tree::start_default(store_path)){
+            (Ok(node_tree), Ok(edge_tree)) =>{
+                Ok(SledProperty {
+                    node_property: node_tree,
+                    edge_property: edge_tree,
+                    is_directed,
+                })
+            },
+            _ =>Err(())
         }
     }
 
-    pub fn with_data <Id: IdType + ToString, S: BuildHasher>(store_path: &Path, node_property: HashMap<Id, JsonValue, S>,
-                     edge_property: HashMap<(Id, Id), JsonValue, S>, is_directed: bool) -> Self {
+    pub fn with_data <Id: IdType, N, E>(store_path: &Path, node_property: N,
+                                        edge_property: E, is_directed: bool) -> Result<Self, ()>
+        where N:Iterator<Item= (Id,JsonValue)>,
+              E:Iterator<Item= ((Id,Id),JsonValue)>,
+    {
         let config = ConfigBuilder::default()
             .path(store_path.to_owned())
             .build();
 
-        let node_tree = Tree::start(config.clone()).unwrap();
-        let edge_tree = Tree::start(config.clone()).unwrap();
+        match (Tree::start(config.clone()),Tree::start(config.clone())){
+            (Ok(node_tree), Ok(edge_tree)) =>{
 
-        for (id, names) in node_property.iter(){
-            let id_str = id.to_string();
-            let id_bytes = id_str.as_bytes();
-            let names_str = names.dump();
-            let names_bytes = names_str.as_bytes();
-            node_tree.set(id_bytes, names_bytes.to_vec());// may be error
-        }
+                for (id, names) in node_property{
+                    let id_bytes = bincode::serialize(&id).unwrap();
+                    let names_str = names.dump();
+                    let names_bytes = names_str.as_bytes();
+                    match node_tree.set(id_bytes, names_bytes.to_vec()){
+                        Ok(_old_value)=>{},
+                        Err(_)=>{ return Err(());}
+                    }
+                }
 
-        for (edge, names) in edge_property.iter(){
-            let id = vec![edge.0.to_string(), edge.1.to_string()];
-            let id_str = id.join(",");
-            let id_bytes = id_str.as_bytes();
-            let names_str = names.dump();
-            let names_bytes = names_str.as_bytes();
-            edge_tree.set(id_bytes, names_bytes.to_vec()); // may be error
-        }
+                for (edge, names) in edge_property{
+                    let id_bytes = bincode::serialize(&edge).unwrap();
+                    let names_str = names.dump();
+                    let names_bytes = names_str.as_bytes();
+                    match edge_tree.set(id_bytes, names_bytes.to_vec()){
+                        Ok(_old_value)=>{},
+                        Err(_)=>{ return Err(());}
+                    }
+                }
 
-        SledProperty {
-            node_property: node_tree,
-            edge_property: edge_tree,
-            is_directed,
+                Ok(SledProperty {
+                    node_property: node_tree,
+                    edge_property: edge_tree,
+                    is_directed,
+                })
+            },
+            _ =>Err(())
         }
+
     }
 
     #[inline(always)]
@@ -92,29 +105,38 @@ impl SledProperty {
     }
 }
 
-impl<Id: IdType + ToString> PropertyGraph<Id> for SledProperty {
+impl<Id: IdType> PropertyGraph<Id> for SledProperty {
     #[inline]
     fn get_node_property(&self, id: Id, names: Vec<String>) -> Result<Option<JsonValue>, ()> {
-        let id_str = id.to_string();
-        let id_bytes = id_str.as_bytes();
+
+        let id_bytes = bincode::serialize(&id).unwrap();
         match self.node_property.get(&id_bytes) {
             Ok(_value) => {
                 match _value{
                     Some(value_bytes) => {
-                        let value = String::from_utf8(value_bytes.to_vec()).unwrap();
-                        let value_parsed = json::parse(&value).unwrap();
-                        let mut result = JsonValue::new_object();
-                        for name in names {
-                            if value_parsed.has_key(&name) {
-                                result[name] = value_parsed[&name].clone();
-                            }
+                        match String::from_utf8(value_bytes.to_vec()){
+                            Ok(value) =>{
+                                match json::parse(&value){
+                                    Ok(value_parsed) =>{
+                                        let mut result = JsonValue::new_object();
+                                        for name in names {
+                                            if value_parsed.has_key(&name) {
+                                                result[name] = value_parsed[&name].clone();
+                                            }
+                                        }
+                                        Ok(Some(result))
+                                    },
+                                    Err(_) => Err(())
+                                }
+
+                            },
+                            Err(_) => Err(())
                         }
-                        Ok(Some(result))
                     }
                     None => Ok(None),
                 }
             },
-            Err(_) => {panic!("There is some error!")},
+            Err(_) => Err(())
 
         }
     }
@@ -130,48 +152,59 @@ impl<Id: IdType + ToString> PropertyGraph<Id> for SledProperty {
             self.swap_edge(&mut src, &mut dst);
         }
 
-        let id = vec![src.to_string(), dst.to_string()];
-        let id_str = id.join(",");
-        let id_bytes = id_str.as_bytes();
+        let id_bytes = bincode::serialize(&(src, dst)).unwrap();
         match self.edge_property.get(&id_bytes) {
             Ok(_value) => {
                 match _value{
                     Some(value_bytes) => {
-                        let value = String::from_utf8(value_bytes.to_vec()).unwrap();
-                        let value_parsed = json::parse(&value).unwrap();
-                        let mut result = JsonValue::new_object();
-                        for name in names {
-                            if value_parsed.has_key(&name) {
-                                result[name] = value_parsed[&name].clone();
-                            }
+                        match String::from_utf8(value_bytes.to_vec()){
+                            Ok(value) =>{
+                                match json::parse(&value){
+                                    Ok(value_parsed) =>{
+                                        let mut result = JsonValue::new_object();
+                                        for name in names {
+                                            if value_parsed.has_key(&name) {
+                                                result[name] = value_parsed[&name].clone();
+                                            }
+                                        }
+                                        Ok(Some(result))
+                                    },
+                                    Err(_) => Err(())
+                                }
+                            },
+                            Err(_) => Err(())
                         }
-                        Ok(Some(result))
                     }
                     None => Ok(None),
                 }
             },
-            Err(_) => {panic!("There is some error!")},
+            Err(_) => Err(())
 
         }
     }
 
     #[inline]
     fn get_node_property_all(&self, id: Id) -> Result<Option<JsonValue>, ()> {
-        let id_str = id.to_string();
-        let id_bytes = id_str.as_bytes();
+
+        let id_bytes = bincode::serialize(&id).unwrap();
         match self.node_property.get(&id_bytes) {
             Ok(_value) => {
                 match _value{
                     Some(value_bytes) => {
-                        let value = String::from_utf8(value_bytes.to_vec()).unwrap();
-                        let value_parsed = json::parse(&value).unwrap();
-                        Ok(Some(value_parsed.clone()))
+                        match String::from_utf8(value_bytes.to_vec()){
+                            Ok(value) =>{
+                                match json::parse(&value){
+                                    Ok(value_parsed) =>Ok(Some(value_parsed.clone())),
+                                    Err(_) => Err(())
+                                }
+                            }
+                            Err(_) => Err(())
+                        }
                     }
                     None => Ok(None),
                 }
             },
-            Err(_) => {panic!("There is some error!")},
-
+            Err(_) => Err(())
         }
     }
 
@@ -181,21 +214,25 @@ impl<Id: IdType + ToString> PropertyGraph<Id> for SledProperty {
             self.swap_edge(&mut src, &mut dst);
         }
 
-        let id = vec![src.to_string(), dst.to_string()];
-        let id_str = id.join(",");
-        let id_bytes = id_str.as_bytes();
+        let id_bytes = bincode::serialize(&(src, dst)).unwrap();
         match self.edge_property.get(&id_bytes) {
             Ok(_value) => {
                 match _value{
                     Some(value_bytes) => {
-                        let value = String::from_utf8(value_bytes.to_vec()).unwrap();
-                        let value_parsed = json::parse(&value).unwrap();
-                        Ok(Some(value_parsed.clone()))
+                        match String::from_utf8(value_bytes.to_vec()){
+                            Ok(value) =>{
+                                match json::parse(&value){
+                                    Ok(value_parsed) =>Ok(Some(value_parsed.clone())),
+                                    Err(_) => Err(())
+                                }
+                            }
+                            Err(_) => Err(())
+                        }
                     }
                     None => Ok(None),
                 }
             },
-            Err(_) => {panic!("There is some error!")},
+            Err(_) => Err(())
 
         }
     }
@@ -205,6 +242,7 @@ impl<Id: IdType + ToString> PropertyGraph<Id> for SledProperty {
 mod test {
     use super::*;
     use json::{array, object};
+    use std::collections::HashMap;
 
     #[test]
     fn test_undirected() {
@@ -239,7 +277,8 @@ mod test {
         );
 
         let path = Path::new("/home/wangran/RustProjects/PatMatch/PropertyGraph/test_data/undirected");
-        let graph = SledProperty::with_data(path,node_property, edge_property, false);
+        let graph = SledProperty::with_data(path,node_property.into_iter(),
+                                            edge_property.into_iter(), false).unwrap();
         assert_eq!(
             graph.get_node_property(0u32, vec!["age".to_owned()]).unwrap(),
             Some(object!("age"=>12))
@@ -301,7 +340,8 @@ mod test {
         node_property.insert(1, object!());
         edge_property.insert((0, 1), object!());
         let path = Path::new("/home/wangran/RustProjects/PatMatch/PropertyGraph/test_data/directed");
-        let graph = SledProperty::with_data(path,node_property, edge_property, true);
+        let graph = SledProperty::with_data(path,node_property.into_iter(),
+                                            edge_property.into_iter(), true).unwrap();
 
         assert_eq!(graph.get_edge_property_all(1u32, 0u32), Ok(None));
     }

From 103975a8b2fc6e881e8b67f38bb287bb02c8bb9d Mon Sep 17 00:00:00 2001
From: ouzensang <502037186@qq.com>
Date: Tue, 4 Dec 2018 16:53:33 +0800
Subject: [PATCH 022/391] delete unfinished file

---
 src/property/sled_map.rs | 0
 1 file changed, 0 insertions(+), 0 deletions(-)
 delete mode 100644 src/property/sled_map.rs

diff --git a/src/property/sled_map.rs b/src/property/sled_map.rs
deleted file mode 100644
index e69de29b..00000000

From 5da4da4cb46d0cdf6c51794089714b7b9fad0747 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Wed, 5 Dec 2018 01:28:51 +1100
Subject: [PATCH 023/391] Added clique minus

---
 src/algorithm/graph_minus.rs | 50 ++++++++++++++++++++++++++++++++++++
 1 file changed, 50 insertions(+)

diff --git a/src/algorithm/graph_minus.rs b/src/algorithm/graph_minus.rs
index cfd3a0c8..e442af60 100644
--- a/src/algorithm/graph_minus.rs
+++ b/src/algorithm/graph_minus.rs
@@ -24,6 +24,7 @@ use std::ops::Sub;
 use generic::dtype::IdType;
 use graph_impl::graph_map::{new_general_graphmap, TypedDiGraphMap, TypedUnGraphMap};
 use prelude::*;
+use graph_impl::graph_map::node::NodeMapTrait;
 
 macro_rules! sub_graph {
     ($graph0:ident,$graph1:ident,$graph:ident) => {
@@ -91,6 +92,55 @@ pub fn graph_minus<
     result_graph
 }
 
+pub fn clique_graph_minus<
+    'a,
+    'b,
+    'c,
+    Id: IdType + 'c,
+    NL: Eq + Hash + Clone + 'static,
+    EL: Eq + Hash + Clone + 'static,
+    L: IdType + 'c,
+>(
+    graph0: &'a GeneralGraph<Id, NL, EL, L>,
+    graph1: &'b GeneralGraph<Id, NL, EL, L>
+) -> Box<GeneralGraph<Id, NL, EL, L> + 'c> {
+    let mut result_graph = new_general_graphmap(graph0.is_directed());
+    {
+        let graph = result_graph.as_mut_graph().unwrap();
+
+        for (start, target) in graph0.edge_indices() {
+            let edge_label = graph0.get_edge_label(start, target);
+            graph.add_edge(start, target, edge_label.cloned());
+        }
+        for (start, target) in graph1.edge_indices() {
+            graph.remove_edge(start, target);
+        }
+    }
+
+    for (start, target) in graph1.edge_indices() {
+        if result_graph.is_directed() {
+            if (result_graph.get_node(start).unwrap_nodemap().in_degree() == 0
+                && result_graph.get_node(start).unwrap_nodemap().degree() == 0)
+                || (result_graph.get_node(target).unwrap_nodemap().in_degree() == 0
+                && result_graph.get_node(target).unwrap_nodemap().degree() == 0)
+                {
+                    continue;
+                }
+        } else {
+            if result_graph.degree(start) == 0 || result_graph.degree(target) == 0 {
+                continue;
+            }
+        }
+        let edge_label = graph1.get_edge_label(start, target);
+        {
+            let graph = result_graph.as_mut_graph().unwrap();
+            graph.add_edge(start, target, edge_label.cloned());
+        }
+    }
+
+    result_graph
+}
+
 /// Trait implementation for general graphs subtraction.
 impl<'a, Id: IdType, NL: Hash + Eq + Clone, EL: Hash + Eq + Clone, L: IdType> Sub
     for &'a GeneralGraph<Id, NL, EL, L>

From 32c6ebe72a9cab688b1e5c8184e184d22f477b8b Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Wed, 5 Dec 2018 01:38:23 +1100
Subject: [PATCH 024/391] Added clique graph minus to mod

---
 src/algorithm/mod.rs | 1 +
 1 file changed, 1 insertion(+)

diff --git a/src/algorithm/mod.rs b/src/algorithm/mod.rs
index b36bffbd..ddb6cf46 100644
--- a/src/algorithm/mod.rs
+++ b/src/algorithm/mod.rs
@@ -31,3 +31,4 @@ pub use algorithm::conn_subgraphs::ConnSubgraph;
 pub use algorithm::dfs::Dfs;
 pub use algorithm::graph_minus::graph_minus;
 pub use algorithm::graph_union::graph_union;
+pub use algorithm::graph_minus::clique_graph_minus;

From 23e9d6938fdcc9dc404fcf436030247fa6af8b99 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Wed, 5 Dec 2018 02:04:37 +1100
Subject: [PATCH 025/391] Added nodes to the result graph

---
 src/algorithm/graph_minus.rs | 9 +++++++++
 1 file changed, 9 insertions(+)

diff --git a/src/algorithm/graph_minus.rs b/src/algorithm/graph_minus.rs
index e442af60..03830d2f 100644
--- a/src/algorithm/graph_minus.rs
+++ b/src/algorithm/graph_minus.rs
@@ -108,10 +108,19 @@ pub fn clique_graph_minus<
     {
         let graph = result_graph.as_mut_graph().unwrap();
 
+        for id in graph0.node_indices() {
+            graph.add_node(id, graph0.get_node_label(id).cloned());
+        }
+
         for (start, target) in graph0.edge_indices() {
             let edge_label = graph0.get_edge_label(start, target);
             graph.add_edge(start, target, edge_label.cloned());
         }
+
+        for id in graph1.node_indices() {
+            graph.remove_node(id);
+        }
+
         for (start, target) in graph1.edge_indices() {
             graph.remove_edge(start, target);
         }

From d33dfc6a26bff59a542ae4c96cfc3e22b0f83022 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Wed, 5 Dec 2018 02:23:44 +1100
Subject: [PATCH 026/391] Fixed bug in graph minus

---
 src/algorithm/graph_minus.rs | 34 +++++++++++++++++++++++++++-------
 1 file changed, 27 insertions(+), 7 deletions(-)

diff --git a/src/algorithm/graph_minus.rs b/src/algorithm/graph_minus.rs
index 03830d2f..d9f6822d 100644
--- a/src/algorithm/graph_minus.rs
+++ b/src/algorithm/graph_minus.rs
@@ -127,19 +127,39 @@ pub fn clique_graph_minus<
     }
 
     for (start, target) in graph1.edge_indices() {
+        let mut cont = false;
         if result_graph.is_directed() {
-            if (result_graph.get_node(start).unwrap_nodemap().in_degree() == 0
-                && result_graph.get_node(start).unwrap_nodemap().degree() == 0)
-                || (result_graph.get_node(target).unwrap_nodemap().in_degree() == 0
-                && result_graph.get_node(target).unwrap_nodemap().degree() == 0)
+            if result_graph.get_node(start).unwrap_nodemap().in_degree() == 0
+                && result_graph.get_node(start).unwrap_nodemap().degree() == 0
                 {
-                    continue;
+                    let graph = result_graph.as_mut_graph().unwrap();
+                    graph.remove_node(start);
+                    cont = true;
+                }
+            if result_graph.get_node(target).unwrap_nodemap().in_degree() == 0
+                && result_graph.get_node(target).unwrap_nodemap().degree() == 0
+                {
+                    let graph = result_graph.as_mut_graph().unwrap();
+                    graph.remove_node(target);
+                    cont = true;
                 }
         } else {
-            if result_graph.degree(start) == 0 || result_graph.degree(target) == 0 {
-                continue;
+            if result_graph.degree(start) == 0 {
+                let graph = result_graph.as_mut_graph().unwrap();
+                graph.remove_node(start);
+                cont = true;
+            }
+            if result_graph.degree(target) == 0 {
+                let graph = result_graph.as_mut_graph().unwrap();
+                graph.remove_node(target);
+                cont = true;
             }
         }
+
+        if cont {
+            continue;
+        }
+
         let edge_label = graph1.get_edge_label(start, target);
         {
             let graph = result_graph.as_mut_graph().unwrap();

From 38069c1f402b9f4464df3688f97d24dc89651f6f Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Wed, 5 Dec 2018 02:26:01 +1100
Subject: [PATCH 027/391] Changed way of hash by just using edges

---
 src/graph_impl/graph_map/graph.rs | 10 ----------
 1 file changed, 10 deletions(-)

diff --git a/src/graph_impl/graph_map/graph.rs b/src/graph_impl/graph_map/graph.rs
index ff183676..2d37577b 100644
--- a/src/graph_impl/graph_map/graph.rs
+++ b/src/graph_impl/graph_map/graph.rs
@@ -118,16 +118,6 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Hash
     for TypedGraphMap<Id, NL, EL, Ty, L>
 {
     fn hash<H: Hasher>(&self, state: &mut H) {
-        {
-            let nodes = self.node_indices().sorted();
-            nodes.hash(state);
-
-            let node_labels = nodes
-                .into_iter()
-                .map(|n| self.get_node_label(n))
-                .collect_vec();
-            node_labels.hash(state);
-        }
         {
             let edges = self.edge_indices().sorted();
             edges.hash(state);

From d0127bbc8b51ce68d1551832c5d964b6d6ab3ba9 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Wed, 5 Dec 2018 02:27:14 +1100
Subject: [PATCH 028/391] Recover change

---
 src/algorithm/graph_minus.rs | 34 +++++++---------------------------
 1 file changed, 7 insertions(+), 27 deletions(-)

diff --git a/src/algorithm/graph_minus.rs b/src/algorithm/graph_minus.rs
index d9f6822d..03830d2f 100644
--- a/src/algorithm/graph_minus.rs
+++ b/src/algorithm/graph_minus.rs
@@ -127,39 +127,19 @@ pub fn clique_graph_minus<
     }
 
     for (start, target) in graph1.edge_indices() {
-        let mut cont = false;
         if result_graph.is_directed() {
-            if result_graph.get_node(start).unwrap_nodemap().in_degree() == 0
-                && result_graph.get_node(start).unwrap_nodemap().degree() == 0
+            if (result_graph.get_node(start).unwrap_nodemap().in_degree() == 0
+                && result_graph.get_node(start).unwrap_nodemap().degree() == 0)
+                || (result_graph.get_node(target).unwrap_nodemap().in_degree() == 0
+                && result_graph.get_node(target).unwrap_nodemap().degree() == 0)
                 {
-                    let graph = result_graph.as_mut_graph().unwrap();
-                    graph.remove_node(start);
-                    cont = true;
-                }
-            if result_graph.get_node(target).unwrap_nodemap().in_degree() == 0
-                && result_graph.get_node(target).unwrap_nodemap().degree() == 0
-                {
-                    let graph = result_graph.as_mut_graph().unwrap();
-                    graph.remove_node(target);
-                    cont = true;
+                    continue;
                 }
         } else {
-            if result_graph.degree(start) == 0 {
-                let graph = result_graph.as_mut_graph().unwrap();
-                graph.remove_node(start);
-                cont = true;
-            }
-            if result_graph.degree(target) == 0 {
-                let graph = result_graph.as_mut_graph().unwrap();
-                graph.remove_node(target);
-                cont = true;
+            if result_graph.degree(start) == 0 || result_graph.degree(target) == 0 {
+                continue;
             }
         }
-
-        if cont {
-            continue;
-        }
-
         let edge_label = graph1.get_edge_label(start, target);
         {
             let graph = result_graph.as_mut_graph().unwrap();

From 76e1da6ce1f05d24adfc6263b53e233f6dbae0c6 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Wed, 5 Dec 2018 02:29:55 +1100
Subject: [PATCH 029/391] Removed nodes from result graph

---
 src/algorithm/graph_minus.rs | 8 --------
 1 file changed, 8 deletions(-)

diff --git a/src/algorithm/graph_minus.rs b/src/algorithm/graph_minus.rs
index 03830d2f..1bda83c6 100644
--- a/src/algorithm/graph_minus.rs
+++ b/src/algorithm/graph_minus.rs
@@ -108,19 +108,11 @@ pub fn clique_graph_minus<
     {
         let graph = result_graph.as_mut_graph().unwrap();
 
-        for id in graph0.node_indices() {
-            graph.add_node(id, graph0.get_node_label(id).cloned());
-        }
-
         for (start, target) in graph0.edge_indices() {
             let edge_label = graph0.get_edge_label(start, target);
             graph.add_edge(start, target, edge_label.cloned());
         }
 
-        for id in graph1.node_indices() {
-            graph.remove_node(id);
-        }
-
         for (start, target) in graph1.edge_indices() {
             graph.remove_edge(start, target);
         }

From a63826e66fb92101d668e349fc8301e6bb2c4d49 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Wed, 5 Dec 2018 11:20:36 +1100
Subject: [PATCH 030/391] Recoverred original version

---
 src/algorithm/graph_minus.rs      | 50 -------------------------------
 src/algorithm/mod.rs              |  3 +-
 src/graph_impl/graph_map/graph.rs | 10 +++++++
 3 files changed, 11 insertions(+), 52 deletions(-)

diff --git a/src/algorithm/graph_minus.rs b/src/algorithm/graph_minus.rs
index 1bda83c6..af922f9d 100644
--- a/src/algorithm/graph_minus.rs
+++ b/src/algorithm/graph_minus.rs
@@ -92,56 +92,6 @@ pub fn graph_minus<
     result_graph
 }
 
-pub fn clique_graph_minus<
-    'a,
-    'b,
-    'c,
-    Id: IdType + 'c,
-    NL: Eq + Hash + Clone + 'static,
-    EL: Eq + Hash + Clone + 'static,
-    L: IdType + 'c,
->(
-    graph0: &'a GeneralGraph<Id, NL, EL, L>,
-    graph1: &'b GeneralGraph<Id, NL, EL, L>
-) -> Box<GeneralGraph<Id, NL, EL, L> + 'c> {
-    let mut result_graph = new_general_graphmap(graph0.is_directed());
-    {
-        let graph = result_graph.as_mut_graph().unwrap();
-
-        for (start, target) in graph0.edge_indices() {
-            let edge_label = graph0.get_edge_label(start, target);
-            graph.add_edge(start, target, edge_label.cloned());
-        }
-
-        for (start, target) in graph1.edge_indices() {
-            graph.remove_edge(start, target);
-        }
-    }
-
-    for (start, target) in graph1.edge_indices() {
-        if result_graph.is_directed() {
-            if (result_graph.get_node(start).unwrap_nodemap().in_degree() == 0
-                && result_graph.get_node(start).unwrap_nodemap().degree() == 0)
-                || (result_graph.get_node(target).unwrap_nodemap().in_degree() == 0
-                && result_graph.get_node(target).unwrap_nodemap().degree() == 0)
-                {
-                    continue;
-                }
-        } else {
-            if result_graph.degree(start) == 0 || result_graph.degree(target) == 0 {
-                continue;
-            }
-        }
-        let edge_label = graph1.get_edge_label(start, target);
-        {
-            let graph = result_graph.as_mut_graph().unwrap();
-            graph.add_edge(start, target, edge_label.cloned());
-        }
-    }
-
-    result_graph
-}
-
 /// Trait implementation for general graphs subtraction.
 impl<'a, Id: IdType, NL: Hash + Eq + Clone, EL: Hash + Eq + Clone, L: IdType> Sub
     for &'a GeneralGraph<Id, NL, EL, L>
diff --git a/src/algorithm/mod.rs b/src/algorithm/mod.rs
index ddb6cf46..645aca21 100644
--- a/src/algorithm/mod.rs
+++ b/src/algorithm/mod.rs
@@ -30,5 +30,4 @@ pub use algorithm::conn_comp::ConnComp;
 pub use algorithm::conn_subgraphs::ConnSubgraph;
 pub use algorithm::dfs::Dfs;
 pub use algorithm::graph_minus::graph_minus;
-pub use algorithm::graph_union::graph_union;
-pub use algorithm::graph_minus::clique_graph_minus;
+pub use algorithm::graph_union::graph_union;
\ No newline at end of file
diff --git a/src/graph_impl/graph_map/graph.rs b/src/graph_impl/graph_map/graph.rs
index 2d37577b..ff183676 100644
--- a/src/graph_impl/graph_map/graph.rs
+++ b/src/graph_impl/graph_map/graph.rs
@@ -118,6 +118,16 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Hash
     for TypedGraphMap<Id, NL, EL, Ty, L>
 {
     fn hash<H: Hasher>(&self, state: &mut H) {
+        {
+            let nodes = self.node_indices().sorted();
+            nodes.hash(state);
+
+            let node_labels = nodes
+                .into_iter()
+                .map(|n| self.get_node_label(n))
+                .collect_vec();
+            node_labels.hash(state);
+        }
         {
             let edges = self.edge_indices().sorted();
             edges.hash(state);

From 506f726bc3afa195e74e5021144210441334b5af Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Wed, 5 Dec 2018 12:57:40 +1100
Subject: [PATCH 031/391] Fixed graph minus by rewriting the macro

---
 src/algorithm/graph_minus.rs | 37 ++++++++++++++++++++++++++++--------
 1 file changed, 29 insertions(+), 8 deletions(-)

diff --git a/src/algorithm/graph_minus.rs b/src/algorithm/graph_minus.rs
index af922f9d..4385a5fd 100644
--- a/src/algorithm/graph_minus.rs
+++ b/src/algorithm/graph_minus.rs
@@ -20,6 +20,7 @@
  */
 use std::hash::Hash;
 use std::ops::Sub;
+use std::collections::HashSet;
 
 use generic::dtype::IdType;
 use graph_impl::graph_map::{new_general_graphmap, TypedDiGraphMap, TypedUnGraphMap};
@@ -29,16 +30,36 @@ use graph_impl::graph_map::node::NodeMapTrait;
 macro_rules! sub_graph {
     ($graph0:ident,$graph1:ident,$graph:ident) => {
         for id in $graph0.node_indices() {
-            $graph.add_node(id, $graph0.get_node_label(id).cloned());
+            let mut_graph = $graph.as_mut_graph().unwrap();
+            mut_graph.add_node(id, $graph0.get_node_label(id).cloned());
         }
+
         for (src, dst) in $graph0.edge_indices() {
-            $graph.add_edge(src, dst, $graph0.get_edge_label(src, dst).cloned());
-        }
-        for id in $graph1.node_indices() {
-            $graph.remove_node(id);
+            let mut_graph = $graph.as_mut_graph().unwrap();
+            mut_graph.add_edge(src, dst, $graph0.get_edge_label(src, dst).cloned());
         }
+
         for (src, dst) in $graph1.edge_indices() {
-            $graph.remove_edge(src, dst);
+            let mut_graph = $graph.as_mut_graph().unwrap();
+            mut_graph.remove_edge(src, dst);
+        }
+
+        let mut nodes = HashSet::new();
+        for (src, dst) in $graph.edge_indices() {
+            nodes.insert(src);
+            nodes.insert(dst);
+        }
+
+        let mut all_nodes = Vec::new();
+        for id in $graph.node_indices() {
+            all_nodes.push(id);
+        }
+
+        for id in all_nodes {
+            if !nodes.contains(&id) {
+                let mut_graph = $graph.as_mut_graph().unwrap();
+                mut_graph.remove_node(id);
+            }
         }
     };
 }
@@ -86,8 +107,8 @@ pub fn graph_minus<
 ) -> Box<GeneralGraph<Id, NL, EL, L> + 'c> {
     let mut result_graph = new_general_graphmap(graph0.is_directed());
     {
-        let graph = result_graph.as_mut_graph().unwrap();
-        sub_graph!(graph0, graph1, graph);
+        //let graph = result_graph.as_mut_graph().unwrap();
+        sub_graph!(graph0, graph1, result_graph);
     }
     result_graph
 }

From 401ff6255f67e57ca7a1faeaf89543529ae842fd Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Wed, 5 Dec 2018 14:04:40 +1100
Subject: [PATCH 032/391] Removed redundent comment

---
 src/algorithm/graph_minus.rs | 5 +----
 1 file changed, 1 insertion(+), 4 deletions(-)

diff --git a/src/algorithm/graph_minus.rs b/src/algorithm/graph_minus.rs
index 4385a5fd..b8e17b0f 100644
--- a/src/algorithm/graph_minus.rs
+++ b/src/algorithm/graph_minus.rs
@@ -106,10 +106,7 @@ pub fn graph_minus<
     graph1: &'b GeneralGraph<Id, NL, EL, L>,
 ) -> Box<GeneralGraph<Id, NL, EL, L> + 'c> {
     let mut result_graph = new_general_graphmap(graph0.is_directed());
-    {
-        //let graph = result_graph.as_mut_graph().unwrap();
-        sub_graph!(graph0, graph1, result_graph);
-    }
+    sub_graph!(graph0, graph1, result_graph);
     result_graph
 }
 

From 520f6a3bc4773041cfe4774dabea1fc86ec5f931 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Wed, 5 Dec 2018 15:00:27 +1100
Subject: [PATCH 033/391] Added method total_degrees for graphs

---
 src/algorithm/graph_minus.rs                  |  8 +---
 src/generic/graph.rs                          |  3 ++
 src/graph_impl/graph_map/graph.rs             | 22 +++++++++
 src/graph_impl/static_graph/graph.rs          |  9 ++++
 .../static_graph/mmap/graph_mmap.rs           |  9 ++++
 tests/algorithm.rs                            | 45 +++++++++++++++++++
 6 files changed, 89 insertions(+), 7 deletions(-)

diff --git a/src/algorithm/graph_minus.rs b/src/algorithm/graph_minus.rs
index b8e17b0f..0588ce96 100644
--- a/src/algorithm/graph_minus.rs
+++ b/src/algorithm/graph_minus.rs
@@ -44,19 +44,13 @@ macro_rules! sub_graph {
             mut_graph.remove_edge(src, dst);
         }
 
-        let mut nodes = HashSet::new();
-        for (src, dst) in $graph.edge_indices() {
-            nodes.insert(src);
-            nodes.insert(dst);
-        }
-
         let mut all_nodes = Vec::new();
         for id in $graph.node_indices() {
             all_nodes.push(id);
         }
 
         for id in all_nodes {
-            if !nodes.contains(&id) {
+            if $graph.total_degree(id) == 0 {
                 let mut_graph = $graph.as_mut_graph().unwrap();
                 mut_graph.remove_node(id);
             }
diff --git a/src/generic/graph.rs b/src/generic/graph.rs
index ad9f7ae5..3c183241 100644
--- a/src/generic/graph.rs
+++ b/src/generic/graph.rs
@@ -104,6 +104,9 @@ pub trait GraphTrait<Id: IdType, L: IdType> {
     /// Return the degree of a node.
     fn degree(&self, id: Id) -> usize;
 
+    /// Return total degree of a node.
+    fn total_degree(&self, id: Id) -> usize;
+
     /// Return an iterator over the indices of all nodes adjacent to a given node.
     fn neighbors_iter(&self, id: Id) -> Iter<Id>;
 
diff --git a/src/graph_impl/graph_map/graph.rs b/src/graph_impl/graph_map/graph.rs
index ff183676..6b881edc 100644
--- a/src/graph_impl/graph_map/graph.rs
+++ b/src/graph_impl/graph_map/graph.rs
@@ -523,6 +523,28 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> GraphTr
         }
     }
 
+    #[inline]
+    fn total_degree(&self, id: Id) -> usize {
+        if self.is_directed() {
+            let degree = match self.get_node(id) {
+                NodeType::NodeMap(node) => node.in_degree(),
+                NodeType::None => panic!("Node {:?} do not exist.", id),
+                _ => panic!("Unknown error."),
+            };
+            degree + match self.get_node(id) {
+                NodeType::NodeMap(node) => node.degree(),
+                NodeType::None => panic!("Node {:?} do not exist.", id),
+                _ => panic!("Unknown error."),
+            }
+        } else {
+            match self.get_node(id) {
+                NodeType::NodeMap(node) => node.degree(),
+                NodeType::None => panic!("Node {:?} do not exist.", id),
+                _ => panic!("Unknown error."),
+            }
+        }
+    }
+
     #[inline]
     fn neighbors_iter(&self, id: Id) -> Iter<Id> {
         match self.get_node(id) {
diff --git a/src/graph_impl/static_graph/graph.rs b/src/graph_impl/static_graph/graph.rs
index 395b7d6f..a8d61720 100644
--- a/src/graph_impl/static_graph/graph.rs
+++ b/src/graph_impl/static_graph/graph.rs
@@ -559,6 +559,15 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> GraphTr
         self.edge_vec.degree(id)
     }
 
+    #[inline]
+    fn total_degree(&self, id: Id) -> usize {
+        if self.is_directed() {
+            self.degree(id) + self.in_edge_vec.as_ref().unwrap().neighbors(id).len()
+        } else {
+            self.degree(id)
+        }
+    }
+
     #[inline]
     fn neighbors_iter(&self, id: Id) -> Iter<Id> {
         let neighbors = self.edge_vec.neighbors(id);
diff --git a/src/graph_impl/static_graph/mmap/graph_mmap.rs b/src/graph_impl/static_graph/mmap/graph_mmap.rs
index 038cb26c..cc178100 100644
--- a/src/graph_impl/static_graph/mmap/graph_mmap.rs
+++ b/src/graph_impl/static_graph/mmap/graph_mmap.rs
@@ -258,6 +258,15 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> GraphTrait<Id, L>
         self.neighbors(id).len()
     }
 
+    #[inline]
+    fn total_degree(&self, id: Id) -> usize {
+        if self.is_directed() {
+            self.degree(id) + self.inner_in_neighbors(id).len()
+        } else {
+            self.degree(id)
+        }
+    }
+
     #[inline]
     fn neighbors_iter(&self, id: Id) -> Iter<Id> {
         Iter::new(Box::new(self.edges.neighbors(id).iter().map(|x| *x)))
diff --git a/tests/algorithm.rs b/tests/algorithm.rs
index 57362de3..d8f31cd1 100644
--- a/tests/algorithm.rs
+++ b/tests/algorithm.rs
@@ -537,6 +537,51 @@ fn test_graph_add_boxed_undirected_generalgraphs() {
     assert_eq!(result_graph.get_edge_label(4, 3), Some(&20));
 }
 
+#[test]
+fn test_graph_minus_directed_boxed_typedgraphs() {
+    let mut graph0 = DiGraphMap::<u32>::new();
+    graph0.add_node(1, Some(0));
+    graph0.add_node(2, Some(1));
+    graph0.add_node(3, Some(2));
+    graph0.add_node(4, Some(3));
+    graph0.add_edge(1, 2, Some(10));
+    graph0.add_edge(3, 4, Some(20));
+
+    let mut graph1 = DiGraphMap::<u32>::new();
+    graph1.add_node(3, Some(2));
+    graph1.add_node(4, Some(3));
+    graph1.add_edge(3, 4, Some(20));
+
+    let result_graph = Box::new(graph0) - Box::new(graph1);
+
+    assert_eq!(result_graph.node_count(), 2);
+    assert_eq!(result_graph.edge_count(), 1);
+
+    assert_eq!(result_graph.has_node(1), true);
+    assert_eq!(result_graph.has_node(2), true);
+    assert_eq!(result_graph.has_node(3), false);
+    assert_eq!(result_graph.has_node(4), false);
+
+    assert_eq!(result_graph.has_edge(1, 2), true);
+    assert_eq!(result_graph.has_edge(3, 4), false);
+    assert_eq!(result_graph.has_edge(2, 1), false);
+    assert_eq!(result_graph.has_edge(4, 3), false);
+    assert_eq!(result_graph.has_edge(2, 3), false);
+    assert_eq!(result_graph.has_edge(1, 4), false);
+
+    assert_eq!(result_graph.get_node_label(1), Some(&0));
+    assert_eq!(result_graph.get_node_label(2), Some(&1));
+    assert_eq!(result_graph.get_node_label(3), None);
+    assert_eq!(result_graph.get_node_label(4), None);
+
+    assert_eq!(result_graph.get_edge_label(1, 2), Some(&10));
+    assert_eq!(result_graph.get_edge_label(3, 4), None);
+    assert_eq!(result_graph.get_edge_label(1, 4), None);
+    assert_eq!(result_graph.get_edge_label(2, 3), None);
+    assert_eq!(result_graph.get_edge_label(2, 1), None);
+    assert_eq!(result_graph.get_edge_label(4, 3), None);
+}
+
 #[test]
 fn test_graph_add_directed_typedgraphs() {
     let mut graph0 = DiGraphMap::<u32>::new();

From 2b711b48b9b3201ec0264bce4f5d369aff5933d8 Mon Sep 17 00:00:00 2001
From: ouzensang <502037186@qq.com>
Date: Wed, 5 Dec 2018 12:03:55 +0800
Subject: [PATCH 034/391] Modify the returned type of Error

---
 src/property/mod.rs           |  31 +++++
 src/property/sled_property.rs | 227 +++++++++++++---------------------
 2 files changed, 116 insertions(+), 142 deletions(-)

diff --git a/src/property/mod.rs b/src/property/mod.rs
index 4da633b2..5ba336a1 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -46,3 +46,34 @@ pub trait PropertyGraph<Id: IdType> {
     //    fn scan_node_property_all(&self,names: Vec<String>) -> Iter<Result<Option<JsonValue>, E>>;
     //    fn scan_edge_property_all(&self,names: Vec<String>) -> Iter<Result<Option<JsonValue>, E>>;
 }
+
+#[derive(Debug)]
+pub enum PropertyError{
+    SledError(sled::Error<()>),
+    BincodeError(std::boxed::Box<bincode::ErrorKind>),
+    FromUtf8Error(std::string::FromUtf8Error),
+    JsonError(json::Error),
+}
+
+impl From<sled::Error<()>> for PropertyError{
+    fn from(error: sled::Error<()>) -> Self {
+        PropertyError::SledError(error)
+    }
+}
+impl From<std::boxed::Box<bincode::ErrorKind>> for PropertyError{
+    fn from(error: std::boxed::Box<bincode::ErrorKind>) -> Self {
+        PropertyError::BincodeError(error)
+    }
+}
+
+impl From<std::string::FromUtf8Error> for PropertyError{
+    fn from(error: std::string::FromUtf8Error) -> Self {
+        PropertyError::FromUtf8Error(error)
+    }
+}
+
+impl From<json::Error> for PropertyError{
+    fn from(error: json::Error) -> Self {
+        PropertyError::JsonError(error)
+    }
+}
diff --git a/src/property/sled_property.rs b/src/property/sled_property.rs
index 08c0477d..e28be714 100644
--- a/src/property/sled_property.rs
+++ b/src/property/sled_property.rs
@@ -27,7 +27,7 @@ use json::JsonValue;
 use bincode;
 
 use generic::IdType;
-use property::PropertyGraph;
+use property::{PropertyGraph, PropertyError};
 
 pub struct SledProperty{
     node_property: Tree,
@@ -36,21 +36,16 @@ pub struct SledProperty{
 }
 
 impl SledProperty {
-    pub fn new(is_directed: bool,store_path: &Path) -> Result<Self, ()> {
-        match (Tree::start_default(store_path),Tree::start_default(store_path)){
-            (Ok(node_tree), Ok(edge_tree)) =>{
-                Ok(SledProperty {
-                    node_property: node_tree,
-                    edge_property: edge_tree,
-                    is_directed,
-                })
-            },
-            _ =>Err(())
-        }
+    pub fn new(store_path: &Path,is_directed: bool) -> Result<Self, PropertyError> {
+        Ok(SledProperty {
+            node_property: Tree::start_default(store_path)?,
+            edge_property: Tree::start_default(store_path)?,
+            is_directed,
+        })
     }
 
     pub fn with_data <Id: IdType, N, E>(store_path: &Path, node_property: N,
-                                        edge_property: E, is_directed: bool) -> Result<Self, ()>
+                                        edge_property: E, is_directed: bool) -> Result<Self, PropertyError>
         where N:Iterator<Item= (Id,JsonValue)>,
               E:Iterator<Item= ((Id,Id),JsonValue)>,
     {
@@ -58,38 +53,28 @@ impl SledProperty {
             .path(store_path.to_owned())
             .build();
 
-        match (Tree::start(config.clone()),Tree::start(config.clone())){
-            (Ok(node_tree), Ok(edge_tree)) =>{
-
-                for (id, names) in node_property{
-                    let id_bytes = bincode::serialize(&id).unwrap();
-                    let names_str = names.dump();
-                    let names_bytes = names_str.as_bytes();
-                    match node_tree.set(id_bytes, names_bytes.to_vec()){
-                        Ok(_old_value)=>{},
-                        Err(_)=>{ return Err(());}
-                    }
-                }
-
-                for (edge, names) in edge_property{
-                    let id_bytes = bincode::serialize(&edge).unwrap();
-                    let names_str = names.dump();
-                    let names_bytes = names_str.as_bytes();
-                    match edge_tree.set(id_bytes, names_bytes.to_vec()){
-                        Ok(_old_value)=>{},
-                        Err(_)=>{ return Err(());}
-                    }
-                }
+        let node_tree = Tree::start(config.clone())?;
+        let edge_tree = Tree::start(config.clone())?;
+        for (id, names) in node_property{
+            let id_bytes = bincode::serialize(&id)?;
+            let names_str = names.dump();
+            let names_bytes = names_str.as_bytes();
+            node_tree.set(id_bytes, names_bytes.to_vec())?;
+        }
 
-                Ok(SledProperty {
-                    node_property: node_tree,
-                    edge_property: edge_tree,
-                    is_directed,
-                })
-            },
-            _ =>Err(())
+        for (edge, names) in edge_property{
+            let id_bytes = bincode::serialize(&edge)?;
+            let names_str = names.dump();
+            let names_bytes = names_str.as_bytes();
+            edge_tree.set(id_bytes, names_bytes.to_vec())?;
         }
 
+        Ok(SledProperty {
+            node_property: node_tree,
+            edge_property: edge_tree,
+            is_directed,
+        })
+
     }
 
     #[inline(always)]
@@ -106,39 +91,28 @@ impl SledProperty {
 }
 
 impl<Id: IdType> PropertyGraph<Id> for SledProperty {
+    type Err = PropertyError;
+
     #[inline]
-    fn get_node_property(&self, id: Id, names: Vec<String>) -> Result<Option<JsonValue>, ()> {
-
-        let id_bytes = bincode::serialize(&id).unwrap();
-        match self.node_property.get(&id_bytes) {
-            Ok(_value) => {
-                match _value{
-                    Some(value_bytes) => {
-                        match String::from_utf8(value_bytes.to_vec()){
-                            Ok(value) =>{
-                                match json::parse(&value){
-                                    Ok(value_parsed) =>{
-                                        let mut result = JsonValue::new_object();
-                                        for name in names {
-                                            if value_parsed.has_key(&name) {
-                                                result[name] = value_parsed[&name].clone();
-                                            }
-                                        }
-                                        Ok(Some(result))
-                                    },
-                                    Err(_) => Err(())
-                                }
-
-                            },
-                            Err(_) => Err(())
-                        }
+    fn get_node_property(&self, id: Id, names: Vec<String>) -> Result<Option<JsonValue>, PropertyError> {
+
+        let id_bytes = bincode::serialize(&id)?;
+        let _value = self.node_property.get(&id_bytes)?;
+        match _value{
+            Some(value_bytes) => {
+                let value  = String::from_utf8(value_bytes.to_vec())?;
+                let value_parsed = json::parse(&value)?;
+                let mut result = JsonValue::new_object();
+                for name in names {
+                    if value_parsed.has_key(&name) {
+                        result[name] = value_parsed[&name].clone();
                     }
-                    None => Ok(None),
                 }
-            },
-            Err(_) => Err(())
-
+                Ok(Some(result))
+            }
+            None => Ok(None),
         }
+
     }
 
     #[inline]
@@ -147,93 +121,61 @@ impl<Id: IdType> PropertyGraph<Id> for SledProperty {
         mut src: Id,
         mut dst: Id,
         names: Vec<String>,
-    ) -> Result<Option<JsonValue>, ()> {
+    ) -> Result<Option<JsonValue>, PropertyError> {
         if !self.is_directed {
             self.swap_edge(&mut src, &mut dst);
         }
 
-        let id_bytes = bincode::serialize(&(src, dst)).unwrap();
-        match self.edge_property.get(&id_bytes) {
-            Ok(_value) => {
-                match _value{
-                    Some(value_bytes) => {
-                        match String::from_utf8(value_bytes.to_vec()){
-                            Ok(value) =>{
-                                match json::parse(&value){
-                                    Ok(value_parsed) =>{
-                                        let mut result = JsonValue::new_object();
-                                        for name in names {
-                                            if value_parsed.has_key(&name) {
-                                                result[name] = value_parsed[&name].clone();
-                                            }
-                                        }
-                                        Ok(Some(result))
-                                    },
-                                    Err(_) => Err(())
-                                }
-                            },
-                            Err(_) => Err(())
-                        }
+        let id_bytes = bincode::serialize(&(src, dst))?;
+        let _value = self.edge_property.get(&id_bytes)?;
+        match _value{
+            Some(value_bytes) => {
+                let value  = String::from_utf8(value_bytes.to_vec())?;
+                let value_parsed = json::parse(&value)?;
+                let mut result = JsonValue::new_object();
+                for name in names {
+                    if value_parsed.has_key(&name) {
+                        result[name] = value_parsed[&name].clone();
                     }
-                    None => Ok(None),
                 }
-            },
-            Err(_) => Err(())
-
+                Ok(Some(result))
+            }
+            None => Ok(None),
         }
+
     }
 
     #[inline]
-    fn get_node_property_all(&self, id: Id) -> Result<Option<JsonValue>, ()> {
-
-        let id_bytes = bincode::serialize(&id).unwrap();
-        match self.node_property.get(&id_bytes) {
-            Ok(_value) => {
-                match _value{
-                    Some(value_bytes) => {
-                        match String::from_utf8(value_bytes.to_vec()){
-                            Ok(value) =>{
-                                match json::parse(&value){
-                                    Ok(value_parsed) =>Ok(Some(value_parsed.clone())),
-                                    Err(_) => Err(())
-                                }
-                            }
-                            Err(_) => Err(())
-                        }
-                    }
-                    None => Ok(None),
-                }
-            },
-            Err(_) => Err(())
+    fn get_node_property_all(&self, id: Id) -> Result<Option<JsonValue>, PropertyError> {
+
+        let id_bytes = bincode::serialize(&id)?;
+        let _value = self.node_property.get(&id_bytes)?;
+        match _value{
+            Some(value_bytes) => {
+                let value = String::from_utf8(value_bytes.to_vec())?;
+                let value_parsed = json::parse(&value)?;
+                Ok(Some(value_parsed.clone()))
+            }
+            None => Ok(None),
         }
+
     }
 
     #[inline]
-    fn get_edge_property_all(&self, mut src: Id, mut dst: Id) -> Result<Option<JsonValue>, ()> {
+    fn get_edge_property_all(&self, mut src: Id, mut dst: Id) -> Result<Option<JsonValue>, PropertyError> {
         if !self.is_directed {
             self.swap_edge(&mut src, &mut dst);
         }
 
-        let id_bytes = bincode::serialize(&(src, dst)).unwrap();
-        match self.edge_property.get(&id_bytes) {
-            Ok(_value) => {
-                match _value{
-                    Some(value_bytes) => {
-                        match String::from_utf8(value_bytes.to_vec()){
-                            Ok(value) =>{
-                                match json::parse(&value){
-                                    Ok(value_parsed) =>Ok(Some(value_parsed.clone())),
-                                    Err(_) => Err(())
-                                }
-                            }
-                            Err(_) => Err(())
-                        }
-                    }
-                    None => Ok(None),
-                }
-            },
-            Err(_) => Err(())
-
+        let id_bytes = bincode::serialize(&(src, dst))?;
+        let _value = self.edge_property.get(&id_bytes)?;
+        match _value{
+            Some(value_bytes) => {
+                let value = String::from_utf8(value_bytes.to_vec())?;
+                let value_parsed = json::parse(&value)?;
+                Ok(Some(value_parsed.clone()))
+            }
+            None => Ok(None),
         }
     }
 }
@@ -342,7 +284,8 @@ mod test {
         let path = Path::new("/home/wangran/RustProjects/PatMatch/PropertyGraph/test_data/directed");
         let graph = SledProperty::with_data(path,node_property.into_iter(),
                                             edge_property.into_iter(), true).unwrap();
-
-        assert_eq!(graph.get_edge_property_all(1u32, 0u32), Ok(None));
+        let edge_property = graph.get_edge_property_all(1u32, 0u32).unwrap();
+        assert_eq!(edge_property, None);
     }
+
 }
\ No newline at end of file

From 17d79b3e84a6447eacabf0da2bb3a9729105d8e8 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Wed, 5 Dec 2018 15:10:36 +1100
Subject: [PATCH 035/391] Reduced code redundency in graph

---
 src/algorithm/conn_subgraphs.rs                |  4 ++--
 src/algorithm/graph_minus.rs                   |  2 --
 src/graph_impl/graph_map/graph.rs              | 17 ++++-------------
 src/graph_impl/static_graph/graph.rs           |  7 ++++---
 src/graph_impl/static_graph/mmap/graph_mmap.rs |  7 ++++---
 tests/algorithm.rs                             |  2 +-
 6 files changed, 15 insertions(+), 24 deletions(-)

diff --git a/src/algorithm/conn_subgraphs.rs b/src/algorithm/conn_subgraphs.rs
index c8c3595e..2b7c9e1e 100644
--- a/src/algorithm/conn_subgraphs.rs
+++ b/src/algorithm/conn_subgraphs.rs
@@ -69,7 +69,7 @@ impl<'a, Id: IdType, NL: Eq + Hash + Clone + 'a, EL: Eq + Hash + Clone + 'a, L:
     /// Create a new **ConnSubgraph** by initialising empty result subgraph vector, and create a ConnComp
     /// instance with given graph. Then run the enumeration.
     pub fn new(graph: &GeneralGraph<Id, NL, EL, L>) -> Self {
-        let mut cs = ConnSubgraph::empty(graph);
+        let mut cs = ConnSubgraph::empty();
 
         cs.run_subgraph_enumeration(graph);
         cs
@@ -77,7 +77,7 @@ impl<'a, Id: IdType, NL: Eq + Hash + Clone + 'a, EL: Eq + Hash + Clone + 'a, L:
 
     /// Create a new **ConnSubgraph** by initialising empty result subgraph vector, and create a ConnComp
     /// instance with given graph.
-    pub fn empty(graph: &GeneralGraph<Id, NL, EL, L>) -> Self {
+    pub fn empty() -> Self {
         ConnSubgraph {
             subgraphs: Vec::new()
         }
diff --git a/src/algorithm/graph_minus.rs b/src/algorithm/graph_minus.rs
index 0588ce96..fe50601e 100644
--- a/src/algorithm/graph_minus.rs
+++ b/src/algorithm/graph_minus.rs
@@ -20,12 +20,10 @@
  */
 use std::hash::Hash;
 use std::ops::Sub;
-use std::collections::HashSet;
 
 use generic::dtype::IdType;
 use graph_impl::graph_map::{new_general_graphmap, TypedDiGraphMap, TypedUnGraphMap};
 use prelude::*;
-use graph_impl::graph_map::node::NodeMapTrait;
 
 macro_rules! sub_graph {
     ($graph0:ident,$graph1:ident,$graph:ident) => {
diff --git a/src/graph_impl/graph_map/graph.rs b/src/graph_impl/graph_map/graph.rs
index 6b881edc..86854001 100644
--- a/src/graph_impl/graph_map/graph.rs
+++ b/src/graph_impl/graph_map/graph.rs
@@ -525,24 +525,15 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> GraphTr
 
     #[inline]
     fn total_degree(&self, id: Id) -> usize {
+        let mut degree = self.degree(id);
         if self.is_directed() {
-            let degree = match self.get_node(id) {
+            degree += match self.get_node(id) {
                 NodeType::NodeMap(node) => node.in_degree(),
-                NodeType::None => panic!("Node {:?} do not exist.", id),
-                _ => panic!("Unknown error."),
-            };
-            degree + match self.get_node(id) {
-                NodeType::NodeMap(node) => node.degree(),
-                NodeType::None => panic!("Node {:?} do not exist.", id),
-                _ => panic!("Unknown error."),
-            }
-        } else {
-            match self.get_node(id) {
-                NodeType::NodeMap(node) => node.degree(),
-                NodeType::None => panic!("Node {:?} do not exist.", id),
                 _ => panic!("Unknown error."),
             }
         }
+
+        degree
     }
 
     #[inline]
diff --git a/src/graph_impl/static_graph/graph.rs b/src/graph_impl/static_graph/graph.rs
index a8d61720..48e0c660 100644
--- a/src/graph_impl/static_graph/graph.rs
+++ b/src/graph_impl/static_graph/graph.rs
@@ -561,11 +561,12 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> GraphTr
 
     #[inline]
     fn total_degree(&self, id: Id) -> usize {
+        let mut degree = self.degree(id);
         if self.is_directed() {
-            self.degree(id) + self.in_edge_vec.as_ref().unwrap().neighbors(id).len()
-        } else {
-            self.degree(id)
+            degree += self.in_edge_vec.as_ref().unwrap().neighbors(id).len()
         }
+
+        degree
     }
 
     #[inline]
diff --git a/src/graph_impl/static_graph/mmap/graph_mmap.rs b/src/graph_impl/static_graph/mmap/graph_mmap.rs
index cc178100..b0f7983b 100644
--- a/src/graph_impl/static_graph/mmap/graph_mmap.rs
+++ b/src/graph_impl/static_graph/mmap/graph_mmap.rs
@@ -260,11 +260,12 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> GraphTrait<Id, L>
 
     #[inline]
     fn total_degree(&self, id: Id) -> usize {
+        let mut degree = self.degree(id);
         if self.is_directed() {
-            self.degree(id) + self.inner_in_neighbors(id).len()
-        } else {
-            self.degree(id)
+            degree += self.inner_in_neighbors(id).len()
         }
+
+        degree
     }
 
     #[inline]
diff --git a/tests/algorithm.rs b/tests/algorithm.rs
index d8f31cd1..1c312be9 100644
--- a/tests/algorithm.rs
+++ b/tests/algorithm.rs
@@ -20,7 +20,7 @@
  */
 extern crate rust_graph;
 
-use rust_graph::algorithm::{graph_minus, graph_union, Bfs, ConnComp, ConnSubgraph, Dfs};
+use rust_graph::algorithm::{graph_minus, graph_union, Bfs, ConnComp, Dfs};
 use rust_graph::graph_impl::{DiGraphMap, UnGraphMap};
 use rust_graph::prelude::*;
 

From 99c556df181e2746694efb68a586580008f06544 Mon Sep 17 00:00:00 2001
From: Zhengyi <zhengyi.yang@outlook.com>
Date: Wed, 5 Dec 2018 15:22:33 +1100
Subject: [PATCH 036/391] edit dtype

---
 src/generic/dtype.rs | 5 ++---
 1 file changed, 2 insertions(+), 3 deletions(-)

diff --git a/src/generic/dtype.rs b/src/generic/dtype.rs
index e94a3a39..48b43398 100644
--- a/src/generic/dtype.rs
+++ b/src/generic/dtype.rs
@@ -18,7 +18,6 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-use serde::Serialize;
 use std::fmt::Debug;
 use std::hash::Hash;
 use std::marker::{Send, Sync};
@@ -35,7 +34,7 @@ pub type DefaultTy = Directed;
 
 pub type Void = ();
 
-pub trait GraphType: Debug + PartialEq + Eq + Copy + Clone + Hash + Serialize {
+pub trait GraphType: Debug + PartialEq + Eq + Copy + Clone + Hash {
     fn is_directed() -> bool;
 }
 
@@ -62,7 +61,7 @@ impl GraphType for Undirected {
 }
 
 pub unsafe trait IdType:
-    'static + Copy + Clone + Default + Hash + Debug + Ord + Send + Sync + Serialize
+    'static + Copy + Clone + Default + Hash + Debug + Ord + Eq + Send + Sync
 {
     fn new(x: usize) -> Self;
     fn id(&self) -> usize;

From 6bd7679ccd6c091cb890deb138e27f63f9f40e63 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Wed, 5 Dec 2018 15:27:43 +1100
Subject: [PATCH 037/391] Added test cases for total degree function

---
 tests/graph_map.rs | 30 ++++++++++++++++++++++++++++++
 1 file changed, 30 insertions(+)

diff --git a/tests/graph_map.rs b/tests/graph_map.rs
index bd9e13c0..8b2b6614 100644
--- a/tests/graph_map.rs
+++ b/tests/graph_map.rs
@@ -438,3 +438,33 @@ fn test_stats() {
     assert_eq!(g.get_node_label_id_counter().into_map(), expected_counter);
     assert_eq!(g.get_edge_label_id_counter().into_map(), expected_counter)
 }
+
+#[test]
+fn test_total_degree_directed() {
+    let mut g = DiGraphMap::<u8>::new();
+    g.add_node(0, Some(0));
+    g.add_node(1, Some(0));
+    g.add_node(2, Some(0));
+
+    g.add_edge(0, 1, Some(0));
+    g.add_edge(0, 2, Some(0));
+    g.add_edge(2, 1, None);
+
+    assert_eq!(g.degree(2), 1);
+    assert_eq!(g.total_degree(2), 2);
+}
+
+#[test]
+fn test_total_degree_undirected() {
+    let mut g = UnGraphMap::<u8>::new();
+    g.add_node(0, Some(0));
+    g.add_node(1, Some(0));
+    g.add_node(2, Some(0));
+
+    g.add_edge(0, 1, Some(0));
+    g.add_edge(0, 2, Some(0));
+    g.add_edge(2, 1, None);
+
+    assert_eq!(g.degree(2), 2);
+    assert_eq!(g.total_degree(2), 2);
+}
\ No newline at end of file

From ce445f6193e7799d940891b2360e3972d8c16247 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Wed, 5 Dec 2018 18:13:37 +1100
Subject: [PATCH 038/391] Added algorithm graph intersect

---
 src/algorithm/graph_intersect.rs | 97 ++++++++++++++++++++++++++++++++
 src/algorithm/mod.rs             |  4 +-
 2 files changed, 100 insertions(+), 1 deletion(-)
 create mode 100644 src/algorithm/graph_intersect.rs

diff --git a/src/algorithm/graph_intersect.rs b/src/algorithm/graph_intersect.rs
new file mode 100644
index 00000000..4597e948
--- /dev/null
+++ b/src/algorithm/graph_intersect.rs
@@ -0,0 +1,97 @@
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+use std::hash::Hash;
+use std::ops::Sub;
+
+use generic::dtype::IdType;
+use graph_impl::graph_map::{new_general_graphmap, TypedDiGraphMap, TypedUnGraphMap};
+use prelude::*;
+
+macro_rules! sub_graph {
+    ($graph0:ident,$graph1:ident,$graph:ident) => {
+        for id in $graph0.node_indices() {
+            if $graph1.has_node(id) {
+                let mut_graph = $graph.as_mut_graph().unwrap();
+                mut_graph.add_node(id, $graph0.get_node_label(id).cloned());
+            }
+        }
+
+        for (src, dst) in $graph0.edge_indices() {
+            if $graph.has_node(src) && $graph.has_node(dst) {
+                let mut_graph = $graph.as_mut_graph().unwrap();
+                mut_graph.add_edge(src, dst, $graph0.get_edge_label(src, dst).cloned());
+            }
+        }
+
+        for (src, dst) in $graph1.edge_indices() {
+            if $graph.has_node(src) && $graph.has_node(dst) {
+                let mut_graph = $graph.as_mut_graph().unwrap();
+                mut_graph.add_edge(src, dst, $graph1.get_edge_label(src, dst).cloned());
+            }
+        }
+    };
+}
+
+/// Graph Subtraction of two graphs, g0 and g1.
+///
+/// Firstly, nodes and edges from g0 are added to the result graph.
+/// Then nodes and edges from g1 are removed from the result graph.
+///
+/// Example:
+///
+/// ```
+/// use rust_graph::algorithm::graph_minus;
+/// use rust_graph::prelude::*;
+/// use rust_graph::graph_impl::DiGraphMap;
+///
+/// let mut graph0 = DiGraphMap::<u32, u32>::new();
+/// graph0.add_node(1, Some(0));
+/// graph0.add_node(2, Some(1));
+/// graph0.add_node(3, Some(2));
+/// graph0.add_node(4, Some(3));
+/// graph0.add_edge(1, 2, Some(10));
+/// graph0.add_edge(3, 4, Some(20));
+///
+/// let mut graph1 = DiGraphMap::<u32, u32>::new();
+/// graph1.add_node(3, Some(2));
+/// graph1.add_node(4, Some(3));
+/// graph1.add_edge(3, 4, Some(20));
+///
+/// let result_graph = graph_minus(&graph0, &graph1);
+///
+/// ```
+///
+pub fn graph_intersect<
+    'a,
+    'b,
+    'c,
+    Id: IdType + 'c,
+    NL: Eq + Hash + Clone + 'c,
+    EL: Eq + Hash + Clone + 'c,
+    L: IdType + 'c,
+>(
+    graph0: &'a GeneralGraph<Id, NL, EL, L>,
+    graph1: &'b GeneralGraph<Id, NL, EL, L>,
+) -> Box<GeneralGraph<Id, NL, EL, L> + 'c> {
+    let mut result_graph = new_general_graphmap(graph0.is_directed());
+    sub_graph!(graph0, graph1, result_graph);
+    result_graph
+}
diff --git a/src/algorithm/mod.rs b/src/algorithm/mod.rs
index 645aca21..adb8a4c0 100644
--- a/src/algorithm/mod.rs
+++ b/src/algorithm/mod.rs
@@ -24,10 +24,12 @@ pub mod conn_subgraphs;
 pub mod dfs;
 pub mod graph_minus;
 pub mod graph_union;
+pub mod graph_intersect;
 
 pub use algorithm::bfs::Bfs;
 pub use algorithm::conn_comp::ConnComp;
 pub use algorithm::conn_subgraphs::ConnSubgraph;
 pub use algorithm::dfs::Dfs;
 pub use algorithm::graph_minus::graph_minus;
-pub use algorithm::graph_union::graph_union;
\ No newline at end of file
+pub use algorithm::graph_union::graph_union;
+pub use algorithm::graph_intersect::graph_intersect;
\ No newline at end of file

From a0136c2218a9ab21a833572c8ec147c5fd207c76 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Wed, 5 Dec 2018 18:15:49 +1100
Subject: [PATCH 039/391] Editted documents of graph intersect

---
 src/algorithm/graph_intersect.rs | 34 +++++++++++++++++---------------
 1 file changed, 18 insertions(+), 16 deletions(-)

diff --git a/src/algorithm/graph_intersect.rs b/src/algorithm/graph_intersect.rs
index 4597e948..4acedbf3 100644
--- a/src/algorithm/graph_intersect.rs
+++ b/src/algorithm/graph_intersect.rs
@@ -50,32 +50,34 @@ macro_rules! sub_graph {
     };
 }
 
-/// Graph Subtraction of two graphs, g0 and g1.
+/// Graph Interset of two graphs, g0 and g1.
 ///
-/// Firstly, nodes and edges from g0 are added to the result graph.
-/// Then nodes and edges from g1 are removed from the result graph.
+/// Firstly, nodes that are in both g0 and g1 are added to the result graph.
+/// The edges are added which have both of their ends in the result graph.
 ///
 /// Example:
 ///
 /// ```
-/// use rust_graph::algorithm::graph_minus;
+/// use rust_graph::algorithm::intersect;
 /// use rust_graph::prelude::*;
 /// use rust_graph::graph_impl::DiGraphMap;
 ///
-/// let mut graph0 = DiGraphMap::<u32, u32>::new();
-/// graph0.add_node(1, Some(0));
-/// graph0.add_node(2, Some(1));
-/// graph0.add_node(3, Some(2));
-/// graph0.add_node(4, Some(3));
-/// graph0.add_edge(1, 2, Some(10));
-/// graph0.add_edge(3, 4, Some(20));
+/// let mut graph0 = DiGraphMap::<u32>::new();
+/// graph0.add_node(1, Some(1));
+/// graph0.add_node(2, Some(2));
+/// graph0.add_node(3, Some(3));
+/// graph0.add_edge(1, 2, Some(12));
+/// graph0.add_edge(2, 3, Some(23));
 ///
-/// let mut graph1 = DiGraphMap::<u32, u32>::new();
-/// graph1.add_node(3, Some(2));
-/// graph1.add_node(4, Some(3));
-/// graph1.add_edge(3, 4, Some(20));
+/// let mut graph1 = DiGraphMap::<u32>::new();
+/// graph1.add_node(3, Some(3));
+/// graph1.add_node(4, Some(4));
+/// graph1.add_node(1, Some(1));
+/// graph1.add_edge(1, 4, Some(14));
+/// graph1.add_edge(3, 4, Some(34));
+/// graph1.add_edge(1, 3, Some(13));
 ///
-/// let result_graph = graph_minus(&graph0, &graph1);
+/// let result_graph = graph_intersect(&graph0, &graph1);
 ///
 /// ```
 ///

From 17338ba34e79bc80dd002fd7cee42994281f12dc Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Wed, 5 Dec 2018 18:16:01 +1100
Subject: [PATCH 040/391] Added test cases for graph intersect

---
 tests/algorithm.rs | 96 +++++++++++++++++++++++++++++++++++++++++++++-
 1 file changed, 95 insertions(+), 1 deletion(-)

diff --git a/tests/algorithm.rs b/tests/algorithm.rs
index 1c312be9..6e9eba1c 100644
--- a/tests/algorithm.rs
+++ b/tests/algorithm.rs
@@ -20,7 +20,7 @@
  */
 extern crate rust_graph;
 
-use rust_graph::algorithm::{graph_minus, graph_union, Bfs, ConnComp, Dfs};
+use rust_graph::algorithm::{graph_minus, graph_union, Bfs, ConnComp, Dfs, graph_intersect};
 use rust_graph::graph_impl::{DiGraphMap, UnGraphMap};
 use rust_graph::prelude::*;
 
@@ -1029,3 +1029,97 @@ fn test_graph_sub_boxed_undirected_typedgraphs() {
     assert_eq!(result_graph.get_edge_label(2, 1), Some(&10));
     assert_eq!(result_graph.get_edge_label(4, 3), None);
 }
+
+#[test]
+fn test_graph_intersect_undirected_graphs() {
+    let mut graph0 = UnGraphMap::<u32>::new();
+    graph0.add_node(1, Some(1));
+    graph0.add_node(2, Some(2));
+    graph0.add_node(3, Some(3));
+    graph0.add_edge(1, 2, Some(12));
+    graph0.add_edge(2, 3, Some(23));
+
+    let mut graph1 = UnGraphMap::<u32>::new();
+    graph1.add_node(3, Some(3));
+    graph1.add_node(4, Some(4));
+    graph1.add_node(1, Some(1));
+    graph1.add_edge(1, 4, Some(14));
+    graph1.add_edge(3, 4, Some(34));
+    graph1.add_edge(1, 3, Some(13));
+
+    let result_graph = graph_intersect(&graph0, &graph1);
+
+    assert_eq!(result_graph.node_count(), 2);
+    assert_eq!(result_graph.edge_count(), 1);
+
+    assert_eq!(result_graph.has_node(1), true);
+    assert_eq!(result_graph.has_node(3), true);
+    assert_eq!(result_graph.has_node(2), false);
+    assert_eq!(result_graph.has_node(4), false);
+
+    assert_eq!(result_graph.has_edge(1, 3), true);
+    assert_eq!(result_graph.has_edge(3, 4), false);
+    assert_eq!(result_graph.has_edge(2, 1), false);
+    assert_eq!(result_graph.has_edge(4, 3), false);
+    assert_eq!(result_graph.has_edge(2, 3), false);
+    assert_eq!(result_graph.has_edge(1, 4), false);
+
+    assert_eq!(result_graph.get_node_label(1), Some(&1));
+    assert_eq!(result_graph.get_node_label(3), Some(&3));
+    assert_eq!(result_graph.get_node_label(2), None);
+    assert_eq!(result_graph.get_node_label(4), None);
+
+    assert_eq!(result_graph.get_edge_label(1, 3), Some(&13));
+    assert_eq!(result_graph.get_edge_label(3, 4), None);
+    assert_eq!(result_graph.get_edge_label(1, 4), None);
+    assert_eq!(result_graph.get_edge_label(2, 1), None);
+    assert_eq!(result_graph.get_edge_label(3, 1), Some(&13));
+    assert_eq!(result_graph.get_edge_label(4, 3), None);
+}
+
+#[test]
+fn test_graph_intersect_directed_graphs() {
+    let mut graph0 = DiGraphMap::<u32>::new();
+    graph0.add_node(1, Some(1));
+    graph0.add_node(2, Some(2));
+    graph0.add_node(3, Some(3));
+    graph0.add_edge(1, 2, Some(12));
+    graph0.add_edge(2, 3, Some(23));
+
+    let mut graph1 = DiGraphMap::<u32>::new();
+    graph1.add_node(3, Some(3));
+    graph1.add_node(4, Some(4));
+    graph1.add_node(1, Some(1));
+    graph1.add_edge(1, 4, Some(14));
+    graph1.add_edge(3, 4, Some(34));
+    graph1.add_edge(1, 3, Some(13));
+
+    let result_graph = graph_intersect(&graph0, &graph1);
+
+    assert_eq!(result_graph.node_count(), 2);
+    assert_eq!(result_graph.edge_count(), 1);
+
+    assert_eq!(result_graph.has_node(1), true);
+    assert_eq!(result_graph.has_node(3), true);
+    assert_eq!(result_graph.has_node(2), false);
+    assert_eq!(result_graph.has_node(4), false);
+
+    assert_eq!(result_graph.has_edge(1, 3), true);
+    assert_eq!(result_graph.has_edge(3, 4), false);
+    assert_eq!(result_graph.has_edge(2, 1), false);
+    assert_eq!(result_graph.has_edge(4, 3), false);
+    assert_eq!(result_graph.has_edge(2, 3), false);
+    assert_eq!(result_graph.has_edge(1, 4), false);
+
+    assert_eq!(result_graph.get_node_label(1), Some(&1));
+    assert_eq!(result_graph.get_node_label(3), Some(&3));
+    assert_eq!(result_graph.get_node_label(2), None);
+    assert_eq!(result_graph.get_node_label(4), None);
+
+    assert_eq!(result_graph.get_edge_label(1, 3), Some(&13));
+    assert_eq!(result_graph.get_edge_label(3, 4), None);
+    assert_eq!(result_graph.get_edge_label(1, 4), None);
+    assert_eq!(result_graph.get_edge_label(2, 1), None);
+    assert_eq!(result_graph.get_edge_label(3, 1), None);
+    assert_eq!(result_graph.get_edge_label(4, 3), None);
+}
\ No newline at end of file

From 35eaeacac9e8e1cd6f6ad314c9e29a2d63d84907 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Wed, 5 Dec 2018 19:29:02 +1100
Subject: [PATCH 041/391] Added graph induce

---
 .../{graph_intersect.rs => graph_induce.rs}   | 33 +++++++++----------
 src/algorithm/mod.rs                          |  4 +--
 2 files changed, 18 insertions(+), 19 deletions(-)
 rename src/algorithm/{graph_intersect.rs => graph_induce.rs} (79%)

diff --git a/src/algorithm/graph_intersect.rs b/src/algorithm/graph_induce.rs
similarity index 79%
rename from src/algorithm/graph_intersect.rs
rename to src/algorithm/graph_induce.rs
index 4acedbf3..a91c84ff 100644
--- a/src/algorithm/graph_intersect.rs
+++ b/src/algorithm/graph_induce.rs
@@ -19,32 +19,31 @@
  * under the License.
  */
 use std::hash::Hash;
-use std::ops::Sub;
 
 use generic::dtype::IdType;
-use graph_impl::graph_map::{new_general_graphmap, TypedDiGraphMap, TypedUnGraphMap};
+use graph_impl::graph_map::{new_general_graphmap};
 use prelude::*;
 
-macro_rules! sub_graph {
+macro_rules! induce {
     ($graph0:ident,$graph1:ident,$graph:ident) => {
-        for id in $graph0.node_indices() {
-            if $graph1.has_node(id) {
-                let mut_graph = $graph.as_mut_graph().unwrap();
-                mut_graph.add_node(id, $graph0.get_node_label(id).cloned());
-            }
+        for id in $graph1.node_indices() {
+            let mut_graph = $graph.as_mut_graph().unwrap();
+            mut_graph.add_node(id, $graph1.get_node_label(id).cloned());
         }
 
-        for (src, dst) in $graph0.edge_indices() {
-            if $graph.has_node(src) && $graph.has_node(dst) {
-                let mut_graph = $graph.as_mut_graph().unwrap();
-                mut_graph.add_edge(src, dst, $graph0.get_edge_label(src, dst).cloned());
-            }
+        for (src, dst) in $graph1.edge_indices() {
+            let mut_graph = $graph.as_mut_graph().unwrap();
+            mut_graph.add_edge(src, dst, $graph1.get_edge_label(src, dst).cloned());
         }
 
-        for (src, dst) in $graph1.edge_indices() {
+        for (src, dst) in $graph0.edge_indices() {
             if $graph.has_node(src) && $graph.has_node(dst) {
+                if $graph.has_edge(src, dst) &&
+                    $graph0.get_edge_label(src, dst) == $graph.get_edge_label(src, dst) {
+                    continue;
+                }
                 let mut_graph = $graph.as_mut_graph().unwrap();
-                mut_graph.add_edge(src, dst, $graph1.get_edge_label(src, dst).cloned());
+                mut_graph.add_edge(src, dst, $graph0.get_edge_label(src, dst).cloned());
             }
         }
     };
@@ -81,7 +80,7 @@ macro_rules! sub_graph {
 ///
 /// ```
 ///
-pub fn graph_intersect<
+pub fn graph_induce<
     'a,
     'b,
     'c,
@@ -94,6 +93,6 @@ pub fn graph_intersect<
     graph1: &'b GeneralGraph<Id, NL, EL, L>,
 ) -> Box<GeneralGraph<Id, NL, EL, L> + 'c> {
     let mut result_graph = new_general_graphmap(graph0.is_directed());
-    sub_graph!(graph0, graph1, result_graph);
+    induce!(graph0, graph1, result_graph);
     result_graph
 }
diff --git a/src/algorithm/mod.rs b/src/algorithm/mod.rs
index adb8a4c0..ad6fbfc3 100644
--- a/src/algorithm/mod.rs
+++ b/src/algorithm/mod.rs
@@ -24,7 +24,7 @@ pub mod conn_subgraphs;
 pub mod dfs;
 pub mod graph_minus;
 pub mod graph_union;
-pub mod graph_intersect;
+pub mod graph_induce;
 
 pub use algorithm::bfs::Bfs;
 pub use algorithm::conn_comp::ConnComp;
@@ -32,4 +32,4 @@ pub use algorithm::conn_subgraphs::ConnSubgraph;
 pub use algorithm::dfs::Dfs;
 pub use algorithm::graph_minus::graph_minus;
 pub use algorithm::graph_union::graph_union;
-pub use algorithm::graph_intersect::graph_intersect;
\ No newline at end of file
+pub use algorithm::graph_induce::graph_induce;
\ No newline at end of file

From 741dab7819dfb42c63f7d370303a1355f5fa923e Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Wed, 5 Dec 2018 19:31:25 +1100
Subject: [PATCH 042/391] Changed documents of graph induce

---
 src/algorithm/graph_induce.rs | 30 +++++++++++++++---------------
 1 file changed, 15 insertions(+), 15 deletions(-)

diff --git a/src/algorithm/graph_induce.rs b/src/algorithm/graph_induce.rs
index a91c84ff..75e64422 100644
--- a/src/algorithm/graph_induce.rs
+++ b/src/algorithm/graph_induce.rs
@@ -49,34 +49,34 @@ macro_rules! induce {
     };
 }
 
-/// Graph Interset of two graphs, g0 and g1.
+/// Graph Induce of two graphs, g0 and g1. g0 contains edges that g1 may not contain.
 ///
-/// Firstly, nodes that are in both g0 and g1 are added to the result graph.
-/// The edges are added which have both of their ends in the result graph.
+/// Firstly, nodes and edges from g1 are added into result graph.
+/// The edges from g0 are added into result graph if theey have both of their ends in the result graph.
 ///
 /// Example:
 ///
 /// ```
-/// use rust_graph::algorithm::intersect;
-/// use rust_graph::prelude::*;
-/// use rust_graph::graph_impl::DiGraphMap;
-///
-/// let mut graph0 = DiGraphMap::<u32>::new();
+/// let mut graph0 = UnGraphMap::<u32>::new();
 /// graph0.add_node(1, Some(1));
 /// graph0.add_node(2, Some(2));
 /// graph0.add_node(3, Some(3));
+/// graph0.add_node(4, Some(4));
 /// graph0.add_edge(1, 2, Some(12));
 /// graph0.add_edge(2, 3, Some(23));
+/// graph0.add_edge(3, 4, Some(34));
+/// graph0.add_edge(1, 4, Some(14));
+/// graph0.add_edge(1, 3, Some(13));
 ///
-/// let mut graph1 = DiGraphMap::<u32>::new();
-/// graph1.add_node(3, Some(3));
-/// graph1.add_node(4, Some(4));
+///
+/// let mut graph1 = UnGraphMap::<u32>::new();
 /// graph1.add_node(1, Some(1));
-/// graph1.add_edge(1, 4, Some(14));
-/// graph1.add_edge(3, 4, Some(34));
-/// graph1.add_edge(1, 3, Some(13));
+/// graph1.add_node(2, Some(2));
+/// graph1.add_node(3, Some(3));
+/// graph1.add_edge(1, 2, Some(12));
+/// graph1.add_edge(2, 3, Some(23));
 ///
-/// let result_graph = graph_intersect(&graph0, &graph1);
+/// let result_graph = graph_induce(&graph0, &graph1);
 ///
 /// ```
 ///

From a144c2842230b9fed811b37be6ab282da34fde3f Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Wed, 5 Dec 2018 21:01:19 +1100
Subject: [PATCH 043/391] Fixed edge count increment bug

---
 src/graph_impl/graph_map/graph.rs | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

diff --git a/src/graph_impl/graph_map/graph.rs b/src/graph_impl/graph_map/graph.rs
index 86854001..359d0dbf 100644
--- a/src/graph_impl/graph_map/graph.rs
+++ b/src/graph_impl/graph_map/graph.rs
@@ -336,6 +336,10 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
             self.add_node(target, None);
         }
 
+        if !self.has_edge(start, target) {
+            self.num_of_edges += 1;
+        }
+
         let label_id = label.map(|x| L::new(self.edge_label_map.add_item(x)));
 
         let result;
@@ -353,8 +357,6 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
             nodemap.add_edge(start, label_id);
         }
 
-        self.num_of_edges += 1;
-
         result
     }
 

From c6894bc4d173c4479ef2c4ce9d38916070340feb Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Wed, 5 Dec 2018 21:09:19 +1100
Subject: [PATCH 044/391] Added labelling to all algorithms

---
 src/algorithm/graph_induce.rs | 9 +++++----
 src/algorithm/graph_minus.rs  | 9 +++++++--
 src/algorithm/graph_union.rs  | 2 ++
 3 files changed, 14 insertions(+), 6 deletions(-)

diff --git a/src/algorithm/graph_induce.rs b/src/algorithm/graph_induce.rs
index 75e64422..d6cfce74 100644
--- a/src/algorithm/graph_induce.rs
+++ b/src/algorithm/graph_induce.rs
@@ -37,11 +37,12 @@ macro_rules! induce {
         }
 
         for (src, dst) in $graph0.edge_indices() {
-            if $graph.has_node(src) && $graph.has_node(dst) {
-                if $graph.has_edge(src, dst) &&
-                    $graph0.get_edge_label(src, dst) == $graph.get_edge_label(src, dst) {
+            if $graph.has_edge(src, dst) {
                     continue;
-                }
+            }
+            if $graph.has_node(src) && $graph.has_node(dst) &&
+                $graph.get_node_label(src) == $graph0.get_node_label(src) &&
+                $graph.get_node_label(dst) == $graph0.get_node_label(dst) {
                 let mut_graph = $graph.as_mut_graph().unwrap();
                 mut_graph.add_edge(src, dst, $graph0.get_edge_label(src, dst).cloned());
             }
diff --git a/src/algorithm/graph_minus.rs b/src/algorithm/graph_minus.rs
index fe50601e..63888c75 100644
--- a/src/algorithm/graph_minus.rs
+++ b/src/algorithm/graph_minus.rs
@@ -38,8 +38,13 @@ macro_rules! sub_graph {
         }
 
         for (src, dst) in $graph1.edge_indices() {
-            let mut_graph = $graph.as_mut_graph().unwrap();
-            mut_graph.remove_edge(src, dst);
+            if $graph.has_edge(src, dst) &&
+                $graph.get_node_label(src) == $graph1.get_node_label(src) &&
+                $graph.get_node_label(dst) == $graph1.get_node_label(dst) &&
+                $graph.get_edge_label(src, dst) == $graph1.get_edge_label(src, dst) {
+                let mut_graph = $graph.as_mut_graph().unwrap();
+                mut_graph.remove_edge(src, dst);
+            }
         }
 
         let mut all_nodes = Vec::new();
diff --git a/src/algorithm/graph_union.rs b/src/algorithm/graph_union.rs
index d7329443..7bfdfb26 100644
--- a/src/algorithm/graph_union.rs
+++ b/src/algorithm/graph_union.rs
@@ -44,6 +44,8 @@ macro_rules! add_graph {
 
 /// Graph Union of two graphs, g0 and g1.
 ///
+/// If a node exists in both g0 and g1, then its resulting label is from g1.
+///
 /// Firstly, nodes and edges from g0 are added to the result graph.
 /// Then nodes and edges from g1 are added to the result graph.
 ///

From 58b71e95c210e5ac7ed30e974c59b53561655d11 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Wed, 5 Dec 2018 01:28:51 +1100
Subject: [PATCH 045/391] Added clique minus

---
 src/algorithm/graph_minus.rs | 50 ++++++++++++++++++++++++++++++++++++
 1 file changed, 50 insertions(+)

diff --git a/src/algorithm/graph_minus.rs b/src/algorithm/graph_minus.rs
index cfd3a0c8..e442af60 100644
--- a/src/algorithm/graph_minus.rs
+++ b/src/algorithm/graph_minus.rs
@@ -24,6 +24,7 @@ use std::ops::Sub;
 use generic::dtype::IdType;
 use graph_impl::graph_map::{new_general_graphmap, TypedDiGraphMap, TypedUnGraphMap};
 use prelude::*;
+use graph_impl::graph_map::node::NodeMapTrait;
 
 macro_rules! sub_graph {
     ($graph0:ident,$graph1:ident,$graph:ident) => {
@@ -91,6 +92,55 @@ pub fn graph_minus<
     result_graph
 }
 
+pub fn clique_graph_minus<
+    'a,
+    'b,
+    'c,
+    Id: IdType + 'c,
+    NL: Eq + Hash + Clone + 'static,
+    EL: Eq + Hash + Clone + 'static,
+    L: IdType + 'c,
+>(
+    graph0: &'a GeneralGraph<Id, NL, EL, L>,
+    graph1: &'b GeneralGraph<Id, NL, EL, L>
+) -> Box<GeneralGraph<Id, NL, EL, L> + 'c> {
+    let mut result_graph = new_general_graphmap(graph0.is_directed());
+    {
+        let graph = result_graph.as_mut_graph().unwrap();
+
+        for (start, target) in graph0.edge_indices() {
+            let edge_label = graph0.get_edge_label(start, target);
+            graph.add_edge(start, target, edge_label.cloned());
+        }
+        for (start, target) in graph1.edge_indices() {
+            graph.remove_edge(start, target);
+        }
+    }
+
+    for (start, target) in graph1.edge_indices() {
+        if result_graph.is_directed() {
+            if (result_graph.get_node(start).unwrap_nodemap().in_degree() == 0
+                && result_graph.get_node(start).unwrap_nodemap().degree() == 0)
+                || (result_graph.get_node(target).unwrap_nodemap().in_degree() == 0
+                && result_graph.get_node(target).unwrap_nodemap().degree() == 0)
+                {
+                    continue;
+                }
+        } else {
+            if result_graph.degree(start) == 0 || result_graph.degree(target) == 0 {
+                continue;
+            }
+        }
+        let edge_label = graph1.get_edge_label(start, target);
+        {
+            let graph = result_graph.as_mut_graph().unwrap();
+            graph.add_edge(start, target, edge_label.cloned());
+        }
+    }
+
+    result_graph
+}
+
 /// Trait implementation for general graphs subtraction.
 impl<'a, Id: IdType, NL: Hash + Eq + Clone, EL: Hash + Eq + Clone, L: IdType> Sub
     for &'a GeneralGraph<Id, NL, EL, L>

From 9208a50cc1e972cf130c70323bce7f3c4d74abd1 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Wed, 5 Dec 2018 01:38:23 +1100
Subject: [PATCH 046/391] Added clique graph minus to mod

---
 src/algorithm/mod.rs | 1 +
 1 file changed, 1 insertion(+)

diff --git a/src/algorithm/mod.rs b/src/algorithm/mod.rs
index b36bffbd..ddb6cf46 100644
--- a/src/algorithm/mod.rs
+++ b/src/algorithm/mod.rs
@@ -31,3 +31,4 @@ pub use algorithm::conn_subgraphs::ConnSubgraph;
 pub use algorithm::dfs::Dfs;
 pub use algorithm::graph_minus::graph_minus;
 pub use algorithm::graph_union::graph_union;
+pub use algorithm::graph_minus::clique_graph_minus;

From b89f02c84b7ce67ab83aa936fbcb60853db9b7b2 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Wed, 5 Dec 2018 02:04:37 +1100
Subject: [PATCH 047/391] Added nodes to the result graph

---
 src/algorithm/graph_minus.rs | 9 +++++++++
 1 file changed, 9 insertions(+)

diff --git a/src/algorithm/graph_minus.rs b/src/algorithm/graph_minus.rs
index e442af60..03830d2f 100644
--- a/src/algorithm/graph_minus.rs
+++ b/src/algorithm/graph_minus.rs
@@ -108,10 +108,19 @@ pub fn clique_graph_minus<
     {
         let graph = result_graph.as_mut_graph().unwrap();
 
+        for id in graph0.node_indices() {
+            graph.add_node(id, graph0.get_node_label(id).cloned());
+        }
+
         for (start, target) in graph0.edge_indices() {
             let edge_label = graph0.get_edge_label(start, target);
             graph.add_edge(start, target, edge_label.cloned());
         }
+
+        for id in graph1.node_indices() {
+            graph.remove_node(id);
+        }
+
         for (start, target) in graph1.edge_indices() {
             graph.remove_edge(start, target);
         }

From d39dfb4b54fbb7f56c4bf265a6dc2b1836f59925 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Wed, 5 Dec 2018 02:26:01 +1100
Subject: [PATCH 048/391] Changed way of hash by just using edges

---
 src/graph_impl/graph_map/graph.rs | 10 ----------
 1 file changed, 10 deletions(-)

diff --git a/src/graph_impl/graph_map/graph.rs b/src/graph_impl/graph_map/graph.rs
index ff183676..2d37577b 100644
--- a/src/graph_impl/graph_map/graph.rs
+++ b/src/graph_impl/graph_map/graph.rs
@@ -118,16 +118,6 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Hash
     for TypedGraphMap<Id, NL, EL, Ty, L>
 {
     fn hash<H: Hasher>(&self, state: &mut H) {
-        {
-            let nodes = self.node_indices().sorted();
-            nodes.hash(state);
-
-            let node_labels = nodes
-                .into_iter()
-                .map(|n| self.get_node_label(n))
-                .collect_vec();
-            node_labels.hash(state);
-        }
         {
             let edges = self.edge_indices().sorted();
             edges.hash(state);

From 6f2266cbf50ceeebe7046671deea9bd22175a94c Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Wed, 5 Dec 2018 02:23:44 +1100
Subject: [PATCH 049/391] Fixed bug in graph minus

---
 src/algorithm/graph_minus.rs | 34 +++++++++++++++++++++++++++-------
 1 file changed, 27 insertions(+), 7 deletions(-)

diff --git a/src/algorithm/graph_minus.rs b/src/algorithm/graph_minus.rs
index 03830d2f..d9f6822d 100644
--- a/src/algorithm/graph_minus.rs
+++ b/src/algorithm/graph_minus.rs
@@ -127,19 +127,39 @@ pub fn clique_graph_minus<
     }
 
     for (start, target) in graph1.edge_indices() {
+        let mut cont = false;
         if result_graph.is_directed() {
-            if (result_graph.get_node(start).unwrap_nodemap().in_degree() == 0
-                && result_graph.get_node(start).unwrap_nodemap().degree() == 0)
-                || (result_graph.get_node(target).unwrap_nodemap().in_degree() == 0
-                && result_graph.get_node(target).unwrap_nodemap().degree() == 0)
+            if result_graph.get_node(start).unwrap_nodemap().in_degree() == 0
+                && result_graph.get_node(start).unwrap_nodemap().degree() == 0
                 {
-                    continue;
+                    let graph = result_graph.as_mut_graph().unwrap();
+                    graph.remove_node(start);
+                    cont = true;
+                }
+            if result_graph.get_node(target).unwrap_nodemap().in_degree() == 0
+                && result_graph.get_node(target).unwrap_nodemap().degree() == 0
+                {
+                    let graph = result_graph.as_mut_graph().unwrap();
+                    graph.remove_node(target);
+                    cont = true;
                 }
         } else {
-            if result_graph.degree(start) == 0 || result_graph.degree(target) == 0 {
-                continue;
+            if result_graph.degree(start) == 0 {
+                let graph = result_graph.as_mut_graph().unwrap();
+                graph.remove_node(start);
+                cont = true;
+            }
+            if result_graph.degree(target) == 0 {
+                let graph = result_graph.as_mut_graph().unwrap();
+                graph.remove_node(target);
+                cont = true;
             }
         }
+
+        if cont {
+            continue;
+        }
+
         let edge_label = graph1.get_edge_label(start, target);
         {
             let graph = result_graph.as_mut_graph().unwrap();

From 6979415d65e549c1c6b20bd2ad1ab99815849fda Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Wed, 5 Dec 2018 02:27:14 +1100
Subject: [PATCH 050/391] Recover change

---
 src/algorithm/graph_minus.rs | 34 +++++++---------------------------
 1 file changed, 7 insertions(+), 27 deletions(-)

diff --git a/src/algorithm/graph_minus.rs b/src/algorithm/graph_minus.rs
index d9f6822d..03830d2f 100644
--- a/src/algorithm/graph_minus.rs
+++ b/src/algorithm/graph_minus.rs
@@ -127,39 +127,19 @@ pub fn clique_graph_minus<
     }
 
     for (start, target) in graph1.edge_indices() {
-        let mut cont = false;
         if result_graph.is_directed() {
-            if result_graph.get_node(start).unwrap_nodemap().in_degree() == 0
-                && result_graph.get_node(start).unwrap_nodemap().degree() == 0
+            if (result_graph.get_node(start).unwrap_nodemap().in_degree() == 0
+                && result_graph.get_node(start).unwrap_nodemap().degree() == 0)
+                || (result_graph.get_node(target).unwrap_nodemap().in_degree() == 0
+                && result_graph.get_node(target).unwrap_nodemap().degree() == 0)
                 {
-                    let graph = result_graph.as_mut_graph().unwrap();
-                    graph.remove_node(start);
-                    cont = true;
-                }
-            if result_graph.get_node(target).unwrap_nodemap().in_degree() == 0
-                && result_graph.get_node(target).unwrap_nodemap().degree() == 0
-                {
-                    let graph = result_graph.as_mut_graph().unwrap();
-                    graph.remove_node(target);
-                    cont = true;
+                    continue;
                 }
         } else {
-            if result_graph.degree(start) == 0 {
-                let graph = result_graph.as_mut_graph().unwrap();
-                graph.remove_node(start);
-                cont = true;
-            }
-            if result_graph.degree(target) == 0 {
-                let graph = result_graph.as_mut_graph().unwrap();
-                graph.remove_node(target);
-                cont = true;
+            if result_graph.degree(start) == 0 || result_graph.degree(target) == 0 {
+                continue;
             }
         }
-
-        if cont {
-            continue;
-        }
-
         let edge_label = graph1.get_edge_label(start, target);
         {
             let graph = result_graph.as_mut_graph().unwrap();

From 088595b6b2fed29152ce590f409b994e96ec63d4 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Wed, 5 Dec 2018 02:29:55 +1100
Subject: [PATCH 051/391] Removed nodes from result graph

---
 src/algorithm/graph_minus.rs | 8 --------
 1 file changed, 8 deletions(-)

diff --git a/src/algorithm/graph_minus.rs b/src/algorithm/graph_minus.rs
index 03830d2f..1bda83c6 100644
--- a/src/algorithm/graph_minus.rs
+++ b/src/algorithm/graph_minus.rs
@@ -108,19 +108,11 @@ pub fn clique_graph_minus<
     {
         let graph = result_graph.as_mut_graph().unwrap();
 
-        for id in graph0.node_indices() {
-            graph.add_node(id, graph0.get_node_label(id).cloned());
-        }
-
         for (start, target) in graph0.edge_indices() {
             let edge_label = graph0.get_edge_label(start, target);
             graph.add_edge(start, target, edge_label.cloned());
         }
 
-        for id in graph1.node_indices() {
-            graph.remove_node(id);
-        }
-
         for (start, target) in graph1.edge_indices() {
             graph.remove_edge(start, target);
         }

From 07deeac49a739065c86fefea6468315131e3224b Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Wed, 5 Dec 2018 11:20:36 +1100
Subject: [PATCH 052/391] Recoverred original version

---
 src/algorithm/graph_minus.rs      | 50 -------------------------------
 src/algorithm/mod.rs              |  3 +-
 src/graph_impl/graph_map/graph.rs | 10 +++++++
 3 files changed, 11 insertions(+), 52 deletions(-)

diff --git a/src/algorithm/graph_minus.rs b/src/algorithm/graph_minus.rs
index 1bda83c6..af922f9d 100644
--- a/src/algorithm/graph_minus.rs
+++ b/src/algorithm/graph_minus.rs
@@ -92,56 +92,6 @@ pub fn graph_minus<
     result_graph
 }
 
-pub fn clique_graph_minus<
-    'a,
-    'b,
-    'c,
-    Id: IdType + 'c,
-    NL: Eq + Hash + Clone + 'static,
-    EL: Eq + Hash + Clone + 'static,
-    L: IdType + 'c,
->(
-    graph0: &'a GeneralGraph<Id, NL, EL, L>,
-    graph1: &'b GeneralGraph<Id, NL, EL, L>
-) -> Box<GeneralGraph<Id, NL, EL, L> + 'c> {
-    let mut result_graph = new_general_graphmap(graph0.is_directed());
-    {
-        let graph = result_graph.as_mut_graph().unwrap();
-
-        for (start, target) in graph0.edge_indices() {
-            let edge_label = graph0.get_edge_label(start, target);
-            graph.add_edge(start, target, edge_label.cloned());
-        }
-
-        for (start, target) in graph1.edge_indices() {
-            graph.remove_edge(start, target);
-        }
-    }
-
-    for (start, target) in graph1.edge_indices() {
-        if result_graph.is_directed() {
-            if (result_graph.get_node(start).unwrap_nodemap().in_degree() == 0
-                && result_graph.get_node(start).unwrap_nodemap().degree() == 0)
-                || (result_graph.get_node(target).unwrap_nodemap().in_degree() == 0
-                && result_graph.get_node(target).unwrap_nodemap().degree() == 0)
-                {
-                    continue;
-                }
-        } else {
-            if result_graph.degree(start) == 0 || result_graph.degree(target) == 0 {
-                continue;
-            }
-        }
-        let edge_label = graph1.get_edge_label(start, target);
-        {
-            let graph = result_graph.as_mut_graph().unwrap();
-            graph.add_edge(start, target, edge_label.cloned());
-        }
-    }
-
-    result_graph
-}
-
 /// Trait implementation for general graphs subtraction.
 impl<'a, Id: IdType, NL: Hash + Eq + Clone, EL: Hash + Eq + Clone, L: IdType> Sub
     for &'a GeneralGraph<Id, NL, EL, L>
diff --git a/src/algorithm/mod.rs b/src/algorithm/mod.rs
index ddb6cf46..645aca21 100644
--- a/src/algorithm/mod.rs
+++ b/src/algorithm/mod.rs
@@ -30,5 +30,4 @@ pub use algorithm::conn_comp::ConnComp;
 pub use algorithm::conn_subgraphs::ConnSubgraph;
 pub use algorithm::dfs::Dfs;
 pub use algorithm::graph_minus::graph_minus;
-pub use algorithm::graph_union::graph_union;
-pub use algorithm::graph_minus::clique_graph_minus;
+pub use algorithm::graph_union::graph_union;
\ No newline at end of file
diff --git a/src/graph_impl/graph_map/graph.rs b/src/graph_impl/graph_map/graph.rs
index 2d37577b..ff183676 100644
--- a/src/graph_impl/graph_map/graph.rs
+++ b/src/graph_impl/graph_map/graph.rs
@@ -118,6 +118,16 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Hash
     for TypedGraphMap<Id, NL, EL, Ty, L>
 {
     fn hash<H: Hasher>(&self, state: &mut H) {
+        {
+            let nodes = self.node_indices().sorted();
+            nodes.hash(state);
+
+            let node_labels = nodes
+                .into_iter()
+                .map(|n| self.get_node_label(n))
+                .collect_vec();
+            node_labels.hash(state);
+        }
         {
             let edges = self.edge_indices().sorted();
             edges.hash(state);

From dffe9b947fedd45366d30af25f031a75011315dc Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Wed, 5 Dec 2018 12:57:40 +1100
Subject: [PATCH 053/391] Fixed graph minus by rewriting the macro

---
 src/algorithm/graph_minus.rs | 37 ++++++++++++++++++++++++++++--------
 1 file changed, 29 insertions(+), 8 deletions(-)

diff --git a/src/algorithm/graph_minus.rs b/src/algorithm/graph_minus.rs
index af922f9d..4385a5fd 100644
--- a/src/algorithm/graph_minus.rs
+++ b/src/algorithm/graph_minus.rs
@@ -20,6 +20,7 @@
  */
 use std::hash::Hash;
 use std::ops::Sub;
+use std::collections::HashSet;
 
 use generic::dtype::IdType;
 use graph_impl::graph_map::{new_general_graphmap, TypedDiGraphMap, TypedUnGraphMap};
@@ -29,16 +30,36 @@ use graph_impl::graph_map::node::NodeMapTrait;
 macro_rules! sub_graph {
     ($graph0:ident,$graph1:ident,$graph:ident) => {
         for id in $graph0.node_indices() {
-            $graph.add_node(id, $graph0.get_node_label(id).cloned());
+            let mut_graph = $graph.as_mut_graph().unwrap();
+            mut_graph.add_node(id, $graph0.get_node_label(id).cloned());
         }
+
         for (src, dst) in $graph0.edge_indices() {
-            $graph.add_edge(src, dst, $graph0.get_edge_label(src, dst).cloned());
-        }
-        for id in $graph1.node_indices() {
-            $graph.remove_node(id);
+            let mut_graph = $graph.as_mut_graph().unwrap();
+            mut_graph.add_edge(src, dst, $graph0.get_edge_label(src, dst).cloned());
         }
+
         for (src, dst) in $graph1.edge_indices() {
-            $graph.remove_edge(src, dst);
+            let mut_graph = $graph.as_mut_graph().unwrap();
+            mut_graph.remove_edge(src, dst);
+        }
+
+        let mut nodes = HashSet::new();
+        for (src, dst) in $graph.edge_indices() {
+            nodes.insert(src);
+            nodes.insert(dst);
+        }
+
+        let mut all_nodes = Vec::new();
+        for id in $graph.node_indices() {
+            all_nodes.push(id);
+        }
+
+        for id in all_nodes {
+            if !nodes.contains(&id) {
+                let mut_graph = $graph.as_mut_graph().unwrap();
+                mut_graph.remove_node(id);
+            }
         }
     };
 }
@@ -86,8 +107,8 @@ pub fn graph_minus<
 ) -> Box<GeneralGraph<Id, NL, EL, L> + 'c> {
     let mut result_graph = new_general_graphmap(graph0.is_directed());
     {
-        let graph = result_graph.as_mut_graph().unwrap();
-        sub_graph!(graph0, graph1, graph);
+        //let graph = result_graph.as_mut_graph().unwrap();
+        sub_graph!(graph0, graph1, result_graph);
     }
     result_graph
 }

From b9b2ed5ff6a725b3133ba105b3537f9dd766a3c1 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Wed, 5 Dec 2018 14:04:40 +1100
Subject: [PATCH 054/391] Removed redundent comment

---
 src/algorithm/graph_minus.rs | 5 +----
 1 file changed, 1 insertion(+), 4 deletions(-)

diff --git a/src/algorithm/graph_minus.rs b/src/algorithm/graph_minus.rs
index 4385a5fd..b8e17b0f 100644
--- a/src/algorithm/graph_minus.rs
+++ b/src/algorithm/graph_minus.rs
@@ -106,10 +106,7 @@ pub fn graph_minus<
     graph1: &'b GeneralGraph<Id, NL, EL, L>,
 ) -> Box<GeneralGraph<Id, NL, EL, L> + 'c> {
     let mut result_graph = new_general_graphmap(graph0.is_directed());
-    {
-        //let graph = result_graph.as_mut_graph().unwrap();
-        sub_graph!(graph0, graph1, result_graph);
-    }
+    sub_graph!(graph0, graph1, result_graph);
     result_graph
 }
 

From 326e7bf71dbbaf97b1578a885ea6dfbf15af2ce3 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Wed, 5 Dec 2018 15:00:27 +1100
Subject: [PATCH 055/391] Added method total_degrees for graphs

---
 src/algorithm/graph_minus.rs                  |  8 +---
 src/generic/graph.rs                          |  3 ++
 src/graph_impl/graph_map/graph.rs             | 22 +++++++++
 src/graph_impl/static_graph/graph.rs          |  9 ++++
 .../static_graph/mmap/graph_mmap.rs           |  9 ++++
 tests/algorithm.rs                            | 45 +++++++++++++++++++
 6 files changed, 89 insertions(+), 7 deletions(-)

diff --git a/src/algorithm/graph_minus.rs b/src/algorithm/graph_minus.rs
index b8e17b0f..0588ce96 100644
--- a/src/algorithm/graph_minus.rs
+++ b/src/algorithm/graph_minus.rs
@@ -44,19 +44,13 @@ macro_rules! sub_graph {
             mut_graph.remove_edge(src, dst);
         }
 
-        let mut nodes = HashSet::new();
-        for (src, dst) in $graph.edge_indices() {
-            nodes.insert(src);
-            nodes.insert(dst);
-        }
-
         let mut all_nodes = Vec::new();
         for id in $graph.node_indices() {
             all_nodes.push(id);
         }
 
         for id in all_nodes {
-            if !nodes.contains(&id) {
+            if $graph.total_degree(id) == 0 {
                 let mut_graph = $graph.as_mut_graph().unwrap();
                 mut_graph.remove_node(id);
             }
diff --git a/src/generic/graph.rs b/src/generic/graph.rs
index ad9f7ae5..3c183241 100644
--- a/src/generic/graph.rs
+++ b/src/generic/graph.rs
@@ -104,6 +104,9 @@ pub trait GraphTrait<Id: IdType, L: IdType> {
     /// Return the degree of a node.
     fn degree(&self, id: Id) -> usize;
 
+    /// Return total degree of a node.
+    fn total_degree(&self, id: Id) -> usize;
+
     /// Return an iterator over the indices of all nodes adjacent to a given node.
     fn neighbors_iter(&self, id: Id) -> Iter<Id>;
 
diff --git a/src/graph_impl/graph_map/graph.rs b/src/graph_impl/graph_map/graph.rs
index ff183676..6b881edc 100644
--- a/src/graph_impl/graph_map/graph.rs
+++ b/src/graph_impl/graph_map/graph.rs
@@ -523,6 +523,28 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> GraphTr
         }
     }
 
+    #[inline]
+    fn total_degree(&self, id: Id) -> usize {
+        if self.is_directed() {
+            let degree = match self.get_node(id) {
+                NodeType::NodeMap(node) => node.in_degree(),
+                NodeType::None => panic!("Node {:?} do not exist.", id),
+                _ => panic!("Unknown error."),
+            };
+            degree + match self.get_node(id) {
+                NodeType::NodeMap(node) => node.degree(),
+                NodeType::None => panic!("Node {:?} do not exist.", id),
+                _ => panic!("Unknown error."),
+            }
+        } else {
+            match self.get_node(id) {
+                NodeType::NodeMap(node) => node.degree(),
+                NodeType::None => panic!("Node {:?} do not exist.", id),
+                _ => panic!("Unknown error."),
+            }
+        }
+    }
+
     #[inline]
     fn neighbors_iter(&self, id: Id) -> Iter<Id> {
         match self.get_node(id) {
diff --git a/src/graph_impl/static_graph/graph.rs b/src/graph_impl/static_graph/graph.rs
index 395b7d6f..a8d61720 100644
--- a/src/graph_impl/static_graph/graph.rs
+++ b/src/graph_impl/static_graph/graph.rs
@@ -559,6 +559,15 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> GraphTr
         self.edge_vec.degree(id)
     }
 
+    #[inline]
+    fn total_degree(&self, id: Id) -> usize {
+        if self.is_directed() {
+            self.degree(id) + self.in_edge_vec.as_ref().unwrap().neighbors(id).len()
+        } else {
+            self.degree(id)
+        }
+    }
+
     #[inline]
     fn neighbors_iter(&self, id: Id) -> Iter<Id> {
         let neighbors = self.edge_vec.neighbors(id);
diff --git a/src/graph_impl/static_graph/mmap/graph_mmap.rs b/src/graph_impl/static_graph/mmap/graph_mmap.rs
index 038cb26c..cc178100 100644
--- a/src/graph_impl/static_graph/mmap/graph_mmap.rs
+++ b/src/graph_impl/static_graph/mmap/graph_mmap.rs
@@ -258,6 +258,15 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> GraphTrait<Id, L>
         self.neighbors(id).len()
     }
 
+    #[inline]
+    fn total_degree(&self, id: Id) -> usize {
+        if self.is_directed() {
+            self.degree(id) + self.inner_in_neighbors(id).len()
+        } else {
+            self.degree(id)
+        }
+    }
+
     #[inline]
     fn neighbors_iter(&self, id: Id) -> Iter<Id> {
         Iter::new(Box::new(self.edges.neighbors(id).iter().map(|x| *x)))
diff --git a/tests/algorithm.rs b/tests/algorithm.rs
index 57362de3..d8f31cd1 100644
--- a/tests/algorithm.rs
+++ b/tests/algorithm.rs
@@ -537,6 +537,51 @@ fn test_graph_add_boxed_undirected_generalgraphs() {
     assert_eq!(result_graph.get_edge_label(4, 3), Some(&20));
 }
 
+#[test]
+fn test_graph_minus_directed_boxed_typedgraphs() {
+    let mut graph0 = DiGraphMap::<u32>::new();
+    graph0.add_node(1, Some(0));
+    graph0.add_node(2, Some(1));
+    graph0.add_node(3, Some(2));
+    graph0.add_node(4, Some(3));
+    graph0.add_edge(1, 2, Some(10));
+    graph0.add_edge(3, 4, Some(20));
+
+    let mut graph1 = DiGraphMap::<u32>::new();
+    graph1.add_node(3, Some(2));
+    graph1.add_node(4, Some(3));
+    graph1.add_edge(3, 4, Some(20));
+
+    let result_graph = Box::new(graph0) - Box::new(graph1);
+
+    assert_eq!(result_graph.node_count(), 2);
+    assert_eq!(result_graph.edge_count(), 1);
+
+    assert_eq!(result_graph.has_node(1), true);
+    assert_eq!(result_graph.has_node(2), true);
+    assert_eq!(result_graph.has_node(3), false);
+    assert_eq!(result_graph.has_node(4), false);
+
+    assert_eq!(result_graph.has_edge(1, 2), true);
+    assert_eq!(result_graph.has_edge(3, 4), false);
+    assert_eq!(result_graph.has_edge(2, 1), false);
+    assert_eq!(result_graph.has_edge(4, 3), false);
+    assert_eq!(result_graph.has_edge(2, 3), false);
+    assert_eq!(result_graph.has_edge(1, 4), false);
+
+    assert_eq!(result_graph.get_node_label(1), Some(&0));
+    assert_eq!(result_graph.get_node_label(2), Some(&1));
+    assert_eq!(result_graph.get_node_label(3), None);
+    assert_eq!(result_graph.get_node_label(4), None);
+
+    assert_eq!(result_graph.get_edge_label(1, 2), Some(&10));
+    assert_eq!(result_graph.get_edge_label(3, 4), None);
+    assert_eq!(result_graph.get_edge_label(1, 4), None);
+    assert_eq!(result_graph.get_edge_label(2, 3), None);
+    assert_eq!(result_graph.get_edge_label(2, 1), None);
+    assert_eq!(result_graph.get_edge_label(4, 3), None);
+}
+
 #[test]
 fn test_graph_add_directed_typedgraphs() {
     let mut graph0 = DiGraphMap::<u32>::new();

From 3b4708db93ab2fa5935ce393fe42af1bc6979375 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Wed, 5 Dec 2018 15:10:36 +1100
Subject: [PATCH 056/391] Reduced code redundency in graph

---
 src/algorithm/conn_subgraphs.rs                |  4 ++--
 src/algorithm/graph_minus.rs                   |  2 --
 src/graph_impl/graph_map/graph.rs              | 17 ++++-------------
 src/graph_impl/static_graph/graph.rs           |  7 ++++---
 src/graph_impl/static_graph/mmap/graph_mmap.rs |  7 ++++---
 tests/algorithm.rs                             |  2 +-
 6 files changed, 15 insertions(+), 24 deletions(-)

diff --git a/src/algorithm/conn_subgraphs.rs b/src/algorithm/conn_subgraphs.rs
index c8c3595e..2b7c9e1e 100644
--- a/src/algorithm/conn_subgraphs.rs
+++ b/src/algorithm/conn_subgraphs.rs
@@ -69,7 +69,7 @@ impl<'a, Id: IdType, NL: Eq + Hash + Clone + 'a, EL: Eq + Hash + Clone + 'a, L:
     /// Create a new **ConnSubgraph** by initialising empty result subgraph vector, and create a ConnComp
     /// instance with given graph. Then run the enumeration.
     pub fn new(graph: &GeneralGraph<Id, NL, EL, L>) -> Self {
-        let mut cs = ConnSubgraph::empty(graph);
+        let mut cs = ConnSubgraph::empty();
 
         cs.run_subgraph_enumeration(graph);
         cs
@@ -77,7 +77,7 @@ impl<'a, Id: IdType, NL: Eq + Hash + Clone + 'a, EL: Eq + Hash + Clone + 'a, L:
 
     /// Create a new **ConnSubgraph** by initialising empty result subgraph vector, and create a ConnComp
     /// instance with given graph.
-    pub fn empty(graph: &GeneralGraph<Id, NL, EL, L>) -> Self {
+    pub fn empty() -> Self {
         ConnSubgraph {
             subgraphs: Vec::new()
         }
diff --git a/src/algorithm/graph_minus.rs b/src/algorithm/graph_minus.rs
index 0588ce96..fe50601e 100644
--- a/src/algorithm/graph_minus.rs
+++ b/src/algorithm/graph_minus.rs
@@ -20,12 +20,10 @@
  */
 use std::hash::Hash;
 use std::ops::Sub;
-use std::collections::HashSet;
 
 use generic::dtype::IdType;
 use graph_impl::graph_map::{new_general_graphmap, TypedDiGraphMap, TypedUnGraphMap};
 use prelude::*;
-use graph_impl::graph_map::node::NodeMapTrait;
 
 macro_rules! sub_graph {
     ($graph0:ident,$graph1:ident,$graph:ident) => {
diff --git a/src/graph_impl/graph_map/graph.rs b/src/graph_impl/graph_map/graph.rs
index 6b881edc..86854001 100644
--- a/src/graph_impl/graph_map/graph.rs
+++ b/src/graph_impl/graph_map/graph.rs
@@ -525,24 +525,15 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> GraphTr
 
     #[inline]
     fn total_degree(&self, id: Id) -> usize {
+        let mut degree = self.degree(id);
         if self.is_directed() {
-            let degree = match self.get_node(id) {
+            degree += match self.get_node(id) {
                 NodeType::NodeMap(node) => node.in_degree(),
-                NodeType::None => panic!("Node {:?} do not exist.", id),
-                _ => panic!("Unknown error."),
-            };
-            degree + match self.get_node(id) {
-                NodeType::NodeMap(node) => node.degree(),
-                NodeType::None => panic!("Node {:?} do not exist.", id),
-                _ => panic!("Unknown error."),
-            }
-        } else {
-            match self.get_node(id) {
-                NodeType::NodeMap(node) => node.degree(),
-                NodeType::None => panic!("Node {:?} do not exist.", id),
                 _ => panic!("Unknown error."),
             }
         }
+
+        degree
     }
 
     #[inline]
diff --git a/src/graph_impl/static_graph/graph.rs b/src/graph_impl/static_graph/graph.rs
index a8d61720..48e0c660 100644
--- a/src/graph_impl/static_graph/graph.rs
+++ b/src/graph_impl/static_graph/graph.rs
@@ -561,11 +561,12 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> GraphTr
 
     #[inline]
     fn total_degree(&self, id: Id) -> usize {
+        let mut degree = self.degree(id);
         if self.is_directed() {
-            self.degree(id) + self.in_edge_vec.as_ref().unwrap().neighbors(id).len()
-        } else {
-            self.degree(id)
+            degree += self.in_edge_vec.as_ref().unwrap().neighbors(id).len()
         }
+
+        degree
     }
 
     #[inline]
diff --git a/src/graph_impl/static_graph/mmap/graph_mmap.rs b/src/graph_impl/static_graph/mmap/graph_mmap.rs
index cc178100..b0f7983b 100644
--- a/src/graph_impl/static_graph/mmap/graph_mmap.rs
+++ b/src/graph_impl/static_graph/mmap/graph_mmap.rs
@@ -260,11 +260,12 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> GraphTrait<Id, L>
 
     #[inline]
     fn total_degree(&self, id: Id) -> usize {
+        let mut degree = self.degree(id);
         if self.is_directed() {
-            self.degree(id) + self.inner_in_neighbors(id).len()
-        } else {
-            self.degree(id)
+            degree += self.inner_in_neighbors(id).len()
         }
+
+        degree
     }
 
     #[inline]
diff --git a/tests/algorithm.rs b/tests/algorithm.rs
index d8f31cd1..1c312be9 100644
--- a/tests/algorithm.rs
+++ b/tests/algorithm.rs
@@ -20,7 +20,7 @@
  */
 extern crate rust_graph;
 
-use rust_graph::algorithm::{graph_minus, graph_union, Bfs, ConnComp, ConnSubgraph, Dfs};
+use rust_graph::algorithm::{graph_minus, graph_union, Bfs, ConnComp, Dfs};
 use rust_graph::graph_impl::{DiGraphMap, UnGraphMap};
 use rust_graph::prelude::*;
 

From 1777ebae16fa61c76826b78445a439ff6ec4bd3c Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Wed, 5 Dec 2018 15:27:43 +1100
Subject: [PATCH 057/391] Added test cases for total degree function

---
 tests/graph_map.rs | 30 ++++++++++++++++++++++++++++++
 1 file changed, 30 insertions(+)

diff --git a/tests/graph_map.rs b/tests/graph_map.rs
index bd9e13c0..8b2b6614 100644
--- a/tests/graph_map.rs
+++ b/tests/graph_map.rs
@@ -438,3 +438,33 @@ fn test_stats() {
     assert_eq!(g.get_node_label_id_counter().into_map(), expected_counter);
     assert_eq!(g.get_edge_label_id_counter().into_map(), expected_counter)
 }
+
+#[test]
+fn test_total_degree_directed() {
+    let mut g = DiGraphMap::<u8>::new();
+    g.add_node(0, Some(0));
+    g.add_node(1, Some(0));
+    g.add_node(2, Some(0));
+
+    g.add_edge(0, 1, Some(0));
+    g.add_edge(0, 2, Some(0));
+    g.add_edge(2, 1, None);
+
+    assert_eq!(g.degree(2), 1);
+    assert_eq!(g.total_degree(2), 2);
+}
+
+#[test]
+fn test_total_degree_undirected() {
+    let mut g = UnGraphMap::<u8>::new();
+    g.add_node(0, Some(0));
+    g.add_node(1, Some(0));
+    g.add_node(2, Some(0));
+
+    g.add_edge(0, 1, Some(0));
+    g.add_edge(0, 2, Some(0));
+    g.add_edge(2, 1, None);
+
+    assert_eq!(g.degree(2), 2);
+    assert_eq!(g.total_degree(2), 2);
+}
\ No newline at end of file

From 7a7298b5be58f12ce336dae7b9a32f0df70f3110 Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Thu, 6 Dec 2018 00:38:08 +1100
Subject: [PATCH 058/391] rustfmt

---
 src/algorithm/conn_subgraphs.rs   |  6 +++---
 src/algorithm/mod.rs              |  2 +-
 src/graph_impl/graph_map/graph.rs | 33 ++++++++++++++-----------------
 tests/algorithm.rs                |  1 -
 tests/graph_map.rs                |  2 +-
 5 files changed, 20 insertions(+), 24 deletions(-)

diff --git a/src/algorithm/conn_subgraphs.rs b/src/algorithm/conn_subgraphs.rs
index 2b7c9e1e..1667d34e 100644
--- a/src/algorithm/conn_subgraphs.rs
+++ b/src/algorithm/conn_subgraphs.rs
@@ -18,8 +18,8 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-use std::hash::Hash;
 use itertools::Itertools;
+use std::hash::Hash;
 
 use algorithm::conn_comp::ConnComp;
 use graph_impl::graph_map::new_general_graphmap;
@@ -79,7 +79,7 @@ impl<'a, Id: IdType, NL: Eq + Hash + Clone + 'a, EL: Eq + Hash + Clone + 'a, L:
     /// instance with given graph.
     pub fn empty() -> Self {
         ConnSubgraph {
-            subgraphs: Vec::new()
+            subgraphs: Vec::new(),
         }
     }
 
@@ -87,7 +87,7 @@ impl<'a, Id: IdType, NL: Eq + Hash + Clone + 'a, EL: Eq + Hash + Clone + 'a, L:
     /// corresponds to.
     pub fn run_subgraph_enumeration(&mut self, graph: &GeneralGraph<Id, NL, EL, L>) {
         if graph.edge_count() != 0 {
-            let mut num_edges:usize = 1;
+            let mut num_edges: usize = 1;
             while num_edges <= graph.edge_count() {
                 for edge_vec in graph.edges().combinations(num_edges) {
                     let mut g_tmp = new_general_graphmap(graph.is_directed());
diff --git a/src/algorithm/mod.rs b/src/algorithm/mod.rs
index 645aca21..b36bffbd 100644
--- a/src/algorithm/mod.rs
+++ b/src/algorithm/mod.rs
@@ -30,4 +30,4 @@ pub use algorithm::conn_comp::ConnComp;
 pub use algorithm::conn_subgraphs::ConnSubgraph;
 pub use algorithm::dfs::Dfs;
 pub use algorithm::graph_minus::graph_minus;
-pub use algorithm::graph_union::graph_union;
\ No newline at end of file
+pub use algorithm::graph_union::graph_union;
diff --git a/src/graph_impl/graph_map/graph.rs b/src/graph_impl/graph_map/graph.rs
index 86854001..bee39f78 100644
--- a/src/graph_impl/graph_map/graph.rs
+++ b/src/graph_impl/graph_map/graph.rs
@@ -449,9 +449,9 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> GraphTr
 
     #[inline]
     fn has_edge(&self, start: Id, target: Id) -> bool {
-        match self.get_node(start) {
-            NodeType::NodeMap(node) => node.has_neighbor(target),
-            _ => false,
+        match self.node_map.get(&start) {
+            Some(node) => node.has_neighbor(target),
+            None => false,
         }
     }
 
@@ -516,10 +516,9 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> GraphTr
 
     #[inline]
     fn degree(&self, id: Id) -> usize {
-        match self.get_node(id) {
-            NodeType::NodeMap(node) => node.degree(),
-            NodeType::None => panic!("Node {:?} do not exist.", id),
-            _ => panic!("Unknown error."),
+        match self.node_map.get(&id) {
+            Some(node) => node.degree(),
+            None => panic!("Node {:?} do not exist.", id),
         }
     }
 
@@ -527,9 +526,9 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> GraphTr
     fn total_degree(&self, id: Id) -> usize {
         let mut degree = self.degree(id);
         if self.is_directed() {
-            degree += match self.get_node(id) {
-                NodeType::NodeMap(node) => node.in_degree(),
-                _ => panic!("Unknown error."),
+            degree += match self.node_map.get(&id) {
+                Some(node) => node.in_degree(),
+                None => panic!("Unknown error."),
             }
         }
 
@@ -538,19 +537,17 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> GraphTr
 
     #[inline]
     fn neighbors_iter(&self, id: Id) -> Iter<Id> {
-        match self.get_node(id) {
-            NodeType::NodeMap(node) => node.neighbors_iter(),
-            NodeType::None => panic!("Node {:?} do not exist.", id),
-            _ => panic!("Unknown error."),
+        match self.node_map.get(&id) {
+            Some(node) => node.neighbors_iter(),
+            None => panic!("Node {:?} do not exist.", id),
         }
     }
 
     #[inline]
     fn neighbors(&self, id: Id) -> Cow<[Id]> {
-        match self.get_node(id) {
-            NodeType::NodeMap(node) => node.neighbors().into(),
-            NodeType::None => panic!("Node {:?} do not exist.", id),
-            _ => panic!("Unknown error."),
+        match self.node_map.get(&id) {
+            Some(node) => node.neighbors().into(),
+            None => panic!("Node {:?} do not exist.", id),
         }
     }
 
diff --git a/tests/algorithm.rs b/tests/algorithm.rs
index 1c312be9..4563a0df 100644
--- a/tests/algorithm.rs
+++ b/tests/algorithm.rs
@@ -278,7 +278,6 @@ fn test_dfs_directed_seperate_components() {
     assert_eq!(result, true);
 }
 
-
 #[test]
 fn test_graph_union_directed_graphs() {
     let mut graph0 = DiGraphMap::<u32>::new();
diff --git a/tests/graph_map.rs b/tests/graph_map.rs
index 8b2b6614..276f9404 100644
--- a/tests/graph_map.rs
+++ b/tests/graph_map.rs
@@ -467,4 +467,4 @@ fn test_total_degree_undirected() {
 
     assert_eq!(g.degree(2), 2);
     assert_eq!(g.total_degree(2), 2);
-}
\ No newline at end of file
+}

From bbd5ba414c2db8a58cd8998f7ee5c21e5d20c03b Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Thu, 6 Dec 2018 00:52:05 +1100
Subject: [PATCH 059/391] fix typo

---
 src/algorithm/graph_induce.rs | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/algorithm/graph_induce.rs b/src/algorithm/graph_induce.rs
index 3782821e..84d358ac 100644
--- a/src/algorithm/graph_induce.rs
+++ b/src/algorithm/graph_induce.rs
@@ -55,7 +55,7 @@ macro_rules! induce {
 /// Graph Induce of two graphs, g0 and g1. g0 contains edges that g1 may not contain.
 ///
 /// Firstly, nodes and edges from g1 are added into result graph.
-/// The edges from g0 are added into result graph if theey have both of their ends in the result graph.
+/// The edges from g0 are added into result graph if they have both of their ends in the result graph.
 ///
 /// Example:
 ///

From 37deb1ad0110530cf64035d1c6e071d62ca2830e Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Thu, 6 Dec 2018 12:25:05 +1100
Subject: [PATCH 060/391] Added new test cases

---
 tests/algorithm.rs | 89 +++++++++++++++++++++++-----------------------
 1 file changed, 44 insertions(+), 45 deletions(-)

diff --git a/tests/algorithm.rs b/tests/algorithm.rs
index 6e9eba1c..671bce1c 100644
--- a/tests/algorithm.rs
+++ b/tests/algorithm.rs
@@ -20,7 +20,7 @@
  */
 extern crate rust_graph;
 
-use rust_graph::algorithm::{graph_minus, graph_union, Bfs, ConnComp, Dfs, graph_intersect};
+use rust_graph::algorithm::{graph_minus, graph_union, Bfs, ConnComp, Dfs, graph_induce};
 use rust_graph::graph_impl::{DiGraphMap, UnGraphMap};
 use rust_graph::prelude::*;
 
@@ -45,9 +45,10 @@ fn test_cc_undirected_one_component() {
 
 #[test]
 fn test_cc_undirected_seperate_components() {
-    let mut graph = UnGraphMap::<Void>::new();
-    graph.add_edge(1, 2, None);
-    graph.add_edge(3, 4, None);
+    let mut graph = UnGraphMap::<u32>::new();
+    graph.add_edge(1, 2, Some(5));
+    graph.add_edge(3, 4, Some(5));
+    graph.add_edge(3, 4, Some(10));
 
     let cc = ConnComp::new(&graph);
 
@@ -1031,95 +1032,93 @@ fn test_graph_sub_boxed_undirected_typedgraphs() {
 }
 
 #[test]
-fn test_graph_intersect_undirected_graphs() {
+fn test_graph_induce_undirected_graphs() {
     let mut graph0 = UnGraphMap::<u32>::new();
     graph0.add_node(1, Some(1));
     graph0.add_node(2, Some(2));
     graph0.add_node(3, Some(3));
+    graph0.add_node(4, Some(4));
     graph0.add_edge(1, 2, Some(12));
     graph0.add_edge(2, 3, Some(23));
+    graph0.add_edge(3, 4, Some(34));
+    graph0.add_edge(1, 4, Some(14));
+    graph0.add_edge(1, 3, Some(13));
+
 
     let mut graph1 = UnGraphMap::<u32>::new();
-    graph1.add_node(3, Some(3));
-    graph1.add_node(4, Some(4));
     graph1.add_node(1, Some(1));
-    graph1.add_edge(1, 4, Some(14));
-    graph1.add_edge(3, 4, Some(34));
-    graph1.add_edge(1, 3, Some(13));
-
-    let result_graph = graph_intersect(&graph0, &graph1);
+    graph1.add_node(2, Some(2));
+    graph1.add_node(3, Some(3));
+    graph1.add_edge(1, 2, Some(12));
+    graph1.add_edge(2, 3, Some(23));
+    graph1.add_edge(2, 3, Some(23));
+    graph1.add_edge(2, 3, Some(23));
+    graph1.add_edge(2, 3, Some(23));
 
-    assert_eq!(result_graph.node_count(), 2);
-    assert_eq!(result_graph.edge_count(), 1);
+    let result_graph = graph_induce(&graph0, &graph1);
+    
+    assert_eq!(result_graph.node_count(), 3);
+    assert_eq!(result_graph.edge_count(), 3);
 
     assert_eq!(result_graph.has_node(1), true);
     assert_eq!(result_graph.has_node(3), true);
-    assert_eq!(result_graph.has_node(2), false);
+    assert_eq!(result_graph.has_node(2), true);
     assert_eq!(result_graph.has_node(4), false);
 
     assert_eq!(result_graph.has_edge(1, 3), true);
-    assert_eq!(result_graph.has_edge(3, 4), false);
-    assert_eq!(result_graph.has_edge(2, 1), false);
-    assert_eq!(result_graph.has_edge(4, 3), false);
-    assert_eq!(result_graph.has_edge(2, 3), false);
-    assert_eq!(result_graph.has_edge(1, 4), false);
+    assert_eq!(result_graph.has_edge(1, 2), true);
+    assert_eq!(result_graph.has_edge(2, 3), true);
+    assert_eq!(result_graph.has_edge(3, 1), true);
 
     assert_eq!(result_graph.get_node_label(1), Some(&1));
     assert_eq!(result_graph.get_node_label(3), Some(&3));
-    assert_eq!(result_graph.get_node_label(2), None);
+    assert_eq!(result_graph.get_node_label(2), Some(&2));
     assert_eq!(result_graph.get_node_label(4), None);
 
     assert_eq!(result_graph.get_edge_label(1, 3), Some(&13));
-    assert_eq!(result_graph.get_edge_label(3, 4), None);
-    assert_eq!(result_graph.get_edge_label(1, 4), None);
-    assert_eq!(result_graph.get_edge_label(2, 1), None);
     assert_eq!(result_graph.get_edge_label(3, 1), Some(&13));
-    assert_eq!(result_graph.get_edge_label(4, 3), None);
 }
 
 #[test]
-fn test_graph_intersect_directed_graphs() {
+fn test_graph_induce_directed_graphs() {
     let mut graph0 = DiGraphMap::<u32>::new();
     graph0.add_node(1, Some(1));
     graph0.add_node(2, Some(2));
     graph0.add_node(3, Some(3));
+    graph0.add_node(4, Some(4));
     graph0.add_edge(1, 2, Some(12));
     graph0.add_edge(2, 3, Some(23));
+    graph0.add_edge(3, 4, Some(34));
+    graph0.add_edge(1, 4, Some(14));
+    graph0.add_edge(1, 3, Some(13));
 
     let mut graph1 = DiGraphMap::<u32>::new();
-    graph1.add_node(3, Some(3));
-    graph1.add_node(4, Some(4));
     graph1.add_node(1, Some(1));
-    graph1.add_edge(1, 4, Some(14));
-    graph1.add_edge(3, 4, Some(34));
-    graph1.add_edge(1, 3, Some(13));
+    graph1.add_node(2, Some(2));
+    graph1.add_node(3, Some(3));
+    graph1.add_edge(1, 2, Some(12));
+    graph1.add_edge(2, 3, Some(23));
 
-    let result_graph = graph_intersect(&graph0, &graph1);
+    let result_graph = graph_induce(&graph0, &graph1);
 
-    assert_eq!(result_graph.node_count(), 2);
-    assert_eq!(result_graph.edge_count(), 1);
+    assert_eq!(result_graph.node_count(), 3);
+    assert_eq!(result_graph.edge_count(), 3);
 
     assert_eq!(result_graph.has_node(1), true);
     assert_eq!(result_graph.has_node(3), true);
-    assert_eq!(result_graph.has_node(2), false);
+    assert_eq!(result_graph.has_node(2), true);
     assert_eq!(result_graph.has_node(4), false);
 
     assert_eq!(result_graph.has_edge(1, 3), true);
-    assert_eq!(result_graph.has_edge(3, 4), false);
-    assert_eq!(result_graph.has_edge(2, 1), false);
-    assert_eq!(result_graph.has_edge(4, 3), false);
-    assert_eq!(result_graph.has_edge(2, 3), false);
-    assert_eq!(result_graph.has_edge(1, 4), false);
+    assert_eq!(result_graph.has_edge(1, 2), true);
+    assert_eq!(result_graph.has_edge(2, 3), true);
+    assert_eq!(result_graph.has_edge(3, 1), false);
 
     assert_eq!(result_graph.get_node_label(1), Some(&1));
     assert_eq!(result_graph.get_node_label(3), Some(&3));
-    assert_eq!(result_graph.get_node_label(2), None);
+    assert_eq!(result_graph.get_node_label(2), Some(&2));
     assert_eq!(result_graph.get_node_label(4), None);
 
     assert_eq!(result_graph.get_edge_label(1, 3), Some(&13));
-    assert_eq!(result_graph.get_edge_label(3, 4), None);
-    assert_eq!(result_graph.get_edge_label(1, 4), None);
-    assert_eq!(result_graph.get_edge_label(2, 1), None);
     assert_eq!(result_graph.get_edge_label(3, 1), None);
-    assert_eq!(result_graph.get_edge_label(4, 3), None);
 }
\ No newline at end of file

From cbd2c0c895659afe86c2ffc3ccb8048385b350b7 Mon Sep 17 00:00:00 2001
From: Zhengyi <zhengyi.yang@outlook.com>
Date: Fri, 7 Dec 2018 16:30:04 +1100
Subject: [PATCH 061/391] rustfmt

---
 src/graph_impl/graph_map/graph.rs | 11 +++--------
 tests/algorithm.rs                |  7 +++----
 2 files changed, 6 insertions(+), 12 deletions(-)

diff --git a/src/graph_impl/graph_map/graph.rs b/src/graph_impl/graph_map/graph.rs
index aacbb11d..f4480005 100644
--- a/src/graph_impl/graph_map/graph.rs
+++ b/src/graph_impl/graph_map/graph.rs
@@ -526,15 +526,10 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> GraphTr
 
     #[inline]
     fn total_degree(&self, id: Id) -> usize {
-        let mut degree = self.degree(id);
-        if self.is_directed() {
-            degree += match self.node_map.get(&id) {
-                Some(node) => node.in_degree(),
-                None => panic!("Unknown error."),
-            }
+        match self.node_map.get(&id) {
+            Some(node) => node.degree() + node.in_degree(),
+            None => panic!("Node {:?} do not exist.", id),
         }
-
-        degree
     }
 
     #[inline]
diff --git a/tests/algorithm.rs b/tests/algorithm.rs
index b83c9074..4e787638 100644
--- a/tests/algorithm.rs
+++ b/tests/algorithm.rs
@@ -20,7 +20,7 @@
  */
 extern crate rust_graph;
 
-use rust_graph::algorithm::{graph_minus, graph_union, Bfs, ConnComp, Dfs, graph_induce};
+use rust_graph::algorithm::{graph_induce, graph_minus, graph_union, Bfs, ConnComp, Dfs};
 use rust_graph::graph_impl::{DiGraphMap, UnGraphMap};
 use rust_graph::prelude::*;
 
@@ -1043,7 +1043,6 @@ fn test_graph_induce_undirected_graphs() {
     graph0.add_edge(1, 4, Some(14));
     graph0.add_edge(1, 3, Some(13));
 
-
     let mut graph1 = UnGraphMap::<u32>::new();
     graph1.add_node(1, Some(1));
     graph1.add_node(2, Some(2));
@@ -1055,7 +1054,7 @@ fn test_graph_induce_undirected_graphs() {
     graph1.add_edge(2, 3, Some(23));
 
     let result_graph = graph_induce(&graph0, &graph1);
-    
+
     assert_eq!(result_graph.node_count(), 3);
     assert_eq!(result_graph.edge_count(), 3);
 
@@ -1120,4 +1119,4 @@ fn test_graph_induce_directed_graphs() {
 
     assert_eq!(result_graph.get_edge_label(1, 3), Some(&13));
     assert_eq!(result_graph.get_edge_label(3, 1), None);
-}
\ No newline at end of file
+}

From b757c831cd6ea2ee55bc5aada5cff533f8793bf0 Mon Sep 17 00:00:00 2001
From: Zhengyi <zhengyi.yang@outlook.com>
Date: Fri, 7 Dec 2018 17:31:06 +1100
Subject: [PATCH 062/391] fix bug of into_static

---
 src/generic/node.rs                  |  2 +-
 src/graph_impl/graph_map/graph.rs    |  5 +++--
 src/graph_impl/static_graph/graph.rs | 12 ++++++------
 tests/graph_map.rs                   |  2 +-
 4 files changed, 11 insertions(+), 10 deletions(-)

diff --git a/src/generic/node.rs b/src/generic/node.rs
index 29bbfbc6..460c4936 100644
--- a/src/generic/node.rs
+++ b/src/generic/node.rs
@@ -60,7 +60,7 @@ pub enum NodeType<'a, Id: 'a + IdType, L: 'a + IdType = Id> {
 
 impl<'a, Id: IdType, L: IdType> MutNodeType<'a, Id, L> {
     #[inline(always)]
-    pub fn unwrap_nodemap_ref(self) -> &'a mut NodeMap<Id, L> {
+    pub fn unwrap(self) -> &'a mut NodeMap<Id, L> {
         match self {
             MutNodeType::NodeMapRef(node) => node,
             MutNodeType::None => panic!("`unwrap_nodemap_ref()` on `None`"),
diff --git a/src/graph_impl/graph_map/graph.rs b/src/graph_impl/graph_map/graph.rs
index f4480005..cabc2b38 100644
--- a/src/graph_impl/graph_map/graph.rs
+++ b/src/graph_impl/graph_map/graph.rs
@@ -840,7 +840,9 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
     }
 
     pub fn into_static(mut self) -> TypedStaticGraph<Id, NL, EL, Ty, L> {
-        let num_of_nodes = self.node_count();
+        let max_nid = self.node_indices().max().unwrap();
+
+        let num_of_nodes = max_nid.id() + 1; //self.node_count();
         let num_of_edges = self.edge_count();
 
         let mut offset = 0usize;
@@ -865,7 +867,6 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
         };
 
         let mut nid = Id::new(0);
-        let max_nid = self.node_indices().max().unwrap();
 
         offset_vec.push(offset);
 
diff --git a/src/graph_impl/static_graph/graph.rs b/src/graph_impl/static_graph/graph.rs
index 48e0c660..d5763713 100644
--- a/src/graph_impl/static_graph/graph.rs
+++ b/src/graph_impl/static_graph/graph.rs
@@ -222,7 +222,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
         let num_nodes = if let Some(num) = num_nodes {
             if num != edges.num_nodes() {
                 debug!(
-                    "number of nodes ({}) does not match the length of edge vector ({})",
+                    "Number of nodes ({}) does not match the length of edge vector ({})",
                     num,
                     edges.num_nodes()
                 );
@@ -269,7 +269,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
     ) -> Self {
         if num_nodes != edge_vec.num_nodes() {
             debug!(
-                "number of nodes ({}) does not match the length of edge vector ({})",
+                "Number of nodes ({}) does not match the length of edge vector ({})",
                 num_nodes,
                 edge_vec.num_nodes()
             );
@@ -292,15 +292,15 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
             }
 
             if num_edges != edge_vec.num_edges() {
-                warn!(
+                debug!(
                     "Directed: num_edges {}, edge_vec {} edges",
                     num_edges,
                     edge_vec.num_edges()
                 );
             }
         } else if num_edges != edge_vec.num_edges() >> 1 {
-            warn!(
-                "undirected: num_edges {}, edge_vec {} edges, graph may contain self loop.",
+            debug!(
+                "Undirected: num_edges {}, edge_vec {} edges",
                 num_edges,
                 edge_vec.num_edges()
             );
@@ -310,7 +310,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
             let num_of_labels = labels.as_ref().unwrap().len();
             if num_nodes != num_of_labels {
                 debug!(
-                    "there are {} nodes, but {} labels",
+                    "There are {} nodes, but {} labels",
                     num_nodes, num_of_labels
                 );
             }
diff --git a/tests/graph_map.rs b/tests/graph_map.rs
index 276f9404..a9e00005 100644
--- a/tests/graph_map.rs
+++ b/tests/graph_map.rs
@@ -339,7 +339,7 @@ fn test_iter_mut() {
     let mut n1 = g.get_node(1).unwrap_nodemap().clone();
 
     {
-        let nodes: Vec<_> = g.nodes_mut().map(|n| n.unwrap_nodemap_ref()).collect();
+        let nodes: Vec<_> = g.nodes_mut().map(|n| n.unwrap()).collect();
         assert_eq!(nodes.len(), 2);
         assert!(nodes.contains(&&mut n0));
         assert!(nodes.contains(&&mut n1));

From 2323b2195146d276e07ab2292823618627856d20 Mon Sep 17 00:00:00 2001
From: LongbinLai <longbin.lai@gmail.com>
Date: Mon, 10 Dec 2018 11:26:42 +1100
Subject: [PATCH 063/391] Add de/serialization to `GraphImpl`, remove `FromStr`
 trait.

---
 src/graph_impl/mod.rs | 16 +---------------
 1 file changed, 1 insertion(+), 15 deletions(-)

diff --git a/src/graph_impl/mod.rs b/src/graph_impl/mod.rs
index 06e82b83..610ab52c 100644
--- a/src/graph_impl/mod.rs
+++ b/src/graph_impl/mod.rs
@@ -31,23 +31,9 @@ pub use graph_impl::static_graph::{
     UnStaticGraph,
 };
 
-#[derive(Eq, PartialEq, Copy, Clone, Debug)]
+#[derive(Eq, PartialEq, Copy, Clone, Debug, Serialize, Deserialize)]
 pub enum GraphImpl {
     GraphMap,
     StaticGraph,
     StaicGraphMmap,
 }
-
-impl ::std::str::FromStr for GraphImpl {
-    type Err = String;
-
-    fn from_str(s: &str) -> Result<Self, String> {
-        let s = s.to_lowercase();
-        match s.as_ref() {
-            "graphmap" => Ok(GraphImpl::GraphMap),
-            "staticgraph" => Ok(GraphImpl::StaticGraph),
-            "staticgraphmmap" => Ok(GraphImpl::StaicGraphMmap),
-            _other => Err(format!("Unsupported implementation {:?}", _other)),
-        }
-    }
-}

From 5c326f12412c5155cc71f128123aca4c3028b24f Mon Sep 17 00:00:00 2001
From: Zhengyi <zhengyi.yang@outlook.com>
Date: Mon, 10 Dec 2018 15:21:53 +1100
Subject: [PATCH 064/391] add Ser and De to GraphImpl

---
 src/graph_impl/graph_map/graph.rs | 11 -----------
 src/graph_impl/mod.rs             |  2 +-
 2 files changed, 1 insertion(+), 12 deletions(-)

diff --git a/src/graph_impl/graph_map/graph.rs b/src/graph_impl/graph_map/graph.rs
index cabc2b38..c981bf06 100644
--- a/src/graph_impl/graph_map/graph.rs
+++ b/src/graph_impl/graph_map/graph.rs
@@ -220,17 +220,6 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
         }
     }
 
-    pub fn from_edges<I: IntoIterator<Item = (Id, Id)>>(edges: I) -> Self {
-        let mut g = TypedGraphMap::new();
-        for (src, dst) in edges {
-            g.add_node(src, None);
-            g.add_node(dst, None);
-            g.add_edge(src, dst, None);
-        }
-
-        g
-    }
-
     pub fn add_node_label(&mut self, label: Option<NL>) -> Option<L> {
         label.map(|l| L::new(self.node_label_map.add_item(l)))
     }
diff --git a/src/graph_impl/mod.rs b/src/graph_impl/mod.rs
index 06e82b83..ff6af3d8 100644
--- a/src/graph_impl/mod.rs
+++ b/src/graph_impl/mod.rs
@@ -31,7 +31,7 @@ pub use graph_impl::static_graph::{
     UnStaticGraph,
 };
 
-#[derive(Eq, PartialEq, Copy, Clone, Debug)]
+#[derive(Eq, PartialEq, Copy, Clone, Debug, Serialize, Deserialize)]
 pub enum GraphImpl {
     GraphMap,
     StaticGraph,

From 6208b0bc2f6fdbe691953a9aa94aef6d7a1fb554 Mon Sep 17 00:00:00 2001
From: LongbinLai <longbin.lai@gmail.com>
Date: Mon, 10 Dec 2018 17:54:23 +1100
Subject: [PATCH 065/391] Change back to stable fixedbitset.

---
 Cargo.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Cargo.toml b/Cargo.toml
index 6368ac8a..69b3c494 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -22,7 +22,7 @@ csv = "1"
 counter = "0.4.3"
 regex = {version = "1", optional = true }
 fnv = "1.0.6"
-fixedbitset = { git = "https://github.com/vks/fixedbitset", branch = "faster-iter" }
+fixedbitset = "0.1.9"
 
 
 [dev-dependencies]

From e6e91464874e25683f38dcfe017186989dc9cd0a Mon Sep 17 00:00:00 2001
From: LongbinLai <longbin.lai@gmail.com>
Date: Wed, 12 Dec 2018 11:16:56 +1100
Subject: [PATCH 066/391] Implement StaticGraph union.

---
 src/graph_impl/static_graph/edge_vec.rs | 63 ++++++++++++++++++++++++-
 1 file changed, 62 insertions(+), 1 deletion(-)

diff --git a/src/graph_impl/static_graph/edge_vec.rs b/src/graph_impl/static_graph/edge_vec.rs
index 2d425d52..846889ff 100644
--- a/src/graph_impl/static_graph/edge_vec.rs
+++ b/src/graph_impl/static_graph/edge_vec.rs
@@ -22,6 +22,7 @@ use generic::IdType;
 use io::mmap::dump;
 use std::fs::File;
 use std::io::Result;
+use std::ops::Add;
 
 /// With the node indexed from 0 .. num_nodes - 1, we can maintain the edges in a compact way,
 /// using `offset` and `edges`, in which `offset[node]` maintain the start index of the given
@@ -29,7 +30,7 @@ use std::io::Result;
 /// `edges[offsets[node]]` (included) to `edges[offsets[node+1]]` (excluded),
 ///
 /// *Note*: The edges must be sorted according to the starting node, that is,
-/// The sub-vector `edges[offsets[node]]` (included) - `edges[offsets[node + 1]]` (excluded)
+/// The sub-vector from `edges[offsets[node]]` (included) to `edges[offsets[node + 1]]` (excluded)
 /// for any `node` should be sorted.
 #[derive(Debug, Hash, PartialEq, Eq, Clone, Serialize, Deserialize)]
 pub struct EdgeVec<Id: IdType, L: IdType = Id> {
@@ -206,3 +207,63 @@ impl<Id: IdType, L: IdType> Default for EdgeVec<Id, L> {
         EdgeVec::new(Vec::new(), Vec::new())
     }
 }
+
+/// Merge two label vectors. Let the smaller vector be S and larger one be T.
+/// The result will be S concatenating the residual part of T after remove the prior
+/// elements of length as S.
+///
+/// # Panic
+///
+/// One label has value but the other does not.
+///
+fn _merge_labels<L: IdType>(labels1: Option<Vec<L>>, labels2: Option<Vec<L>>) -> Option<Vec<L>> {
+    match (labels1, labels2) {
+        (None, None) => None,
+        (Some(_l1), Some(_l2)) => {
+            let (smaller, larger) = if _l1.len() <= _l2.len() {
+                (_l1, _l2)
+            } else {
+                (_l2, _l1)
+            };
+
+            let len = smaller.len();
+            let mut result = Vec::with_capacity(larger.len());
+            result.extend(
+                smaller.into_iter()
+            );
+            result.extend(
+                larger.into_iter().skip(len)
+            );
+
+            Some(result)
+        },
+        _ => panic!("Could not merge `Some` labels with `None`.")
+    }
+}
+
+fn _merge_offset(offsets1: Vec<usize>, offsets2: Vec<usize>) -> Vec<usize> {
+    let (off1, off2) = if offsets1.len() <= offsets2.len() {
+        (offsets1, offsets2)
+    } else {
+        (offsets2, offsets1)
+    };
+    assert!(!off1.is_empty());
+    let len = off1.len();
+    let last = off1[len - 1];
+    let mut offsets = Vec::with_capacity(off2.len());
+    for (e1, e2) in off1.into_iter().zip(off2.iter()) {
+        offsets.push(e1 + e2);
+    }
+
+    offsets.extend(off2.into_iter().skip(len).map(|x| x + last));
+
+    offsets
+}
+
+impl<Id: IdType, L: IdType> Add for EdgeVec<Id, L> {
+    type Output = EdgeVec<Id, L>;
+
+    fn add(self, other: EdgeVec<Id, L>) -> Self::Output {
+        unimplemented!()
+    }
+}

From 638a849e8892f437b7e53860813e3327ec080693 Mon Sep 17 00:00:00 2001
From: Longbin Lai <longbin.lai@gmail.com>
Date: Wed, 12 Dec 2018 22:44:47 +1100
Subject: [PATCH 067/391] Implement StaticGraph union.

---
 src/graph_impl/static_graph/edge_vec.rs | 231 +++++++++++++++++++-----
 src/graph_impl/static_graph/graph.rs    |  61 ++++++-
 2 files changed, 249 insertions(+), 43 deletions(-)

diff --git a/src/graph_impl/static_graph/edge_vec.rs b/src/graph_impl/static_graph/edge_vec.rs
index 846889ff..79f5f00f 100644
--- a/src/graph_impl/static_graph/edge_vec.rs
+++ b/src/graph_impl/static_graph/edge_vec.rs
@@ -20,6 +20,7 @@
  */
 use generic::IdType;
 use io::mmap::dump;
+use itertools::Itertools;
 use std::fs::File;
 use std::io::Result;
 use std::ops::Add;
@@ -208,62 +209,208 @@ impl<Id: IdType, L: IdType> Default for EdgeVec<Id, L> {
     }
 }
 
-/// Merge two label vectors. Let the smaller vector be S and larger one be T.
-/// The result will be S concatenating the residual part of T after remove the prior
-/// elements of length as S.
+/// Add two `EdgeVec`s following the rules:
+/// * The `edges` will the merged vector, duplication will be removed.
+/// * The `labels` if some, will be the merged vector. When there is duplication, the one with
+///   larger `offsets` will be used. If they have the same `offsets` length, `self`'s label
+///   will be chosen.
+/// * The `offsets` will be of the length of the longer one, and reshifted according to the
+///   merged `edges`.
 ///
 /// # Panic
 ///
-/// One label has value but the other does not.
-///
-fn _merge_labels<L: IdType>(labels1: Option<Vec<L>>, labels2: Option<Vec<L>>) -> Option<Vec<L>> {
-    match (labels1, labels2) {
-        (None, None) => None,
-        (Some(_l1), Some(_l2)) => {
-            let (smaller, larger) = if _l1.len() <= _l2.len() {
-                (_l1, _l2)
+/// One `EdgeVec` has `Some(labels)`, but the other has `None`.
+impl<Id: IdType, L: IdType> Add for EdgeVec<Id, L> {
+    type Output = EdgeVec<Id, L>;
+
+    fn add(self, other: EdgeVec<Id, L>) -> Self::Output {
+        assert_eq!(self.labels.is_some(), other.labels.is_some());
+        let (smaller, larger) = if self.offsets.len() <= other.offsets.len() {
+            (self, other)
+        } else {
+            (other, self)
+        };
+
+        let len = smaller.edges.len() + larger.edges.len();
+        let s_num_nodes = smaller.offsets.len() - 1;
+        let num_nodes = larger.offsets.len() - 1;
+
+        let mut edges = Vec::with_capacity(len);
+        let mut labels = Vec::with_capacity(len);
+        let mut offsets = Vec::with_capacity(num_nodes + 1);
+        offsets.push(0);
+
+        for node in 0..s_num_nodes {
+            let (s1, e1) = (smaller.offsets[node], smaller.offsets[node + 1]);
+            let (s2, e2) = (larger.offsets[node], larger.offsets[node + 1]);
+            let mut num_nbrs = 0;
+
+            if smaller.labels.is_none() {
+                let merged_nbrs = smaller
+                    .edges
+                    .iter()
+                    .skip(s1)
+                    .take(e1 - s1)
+                    .merge(larger.edges.iter().skip(s2).take(e2 - s2))
+                    .dedup();
+
+                for &nbr in merged_nbrs {
+                    edges.push(nbr);
+                    num_nbrs += 1;
+                }
             } else {
-                (_l2, _l1)
-            };
+                let merged_nbrs = smaller
+                    .edges
+                    .iter()
+                    .skip(s1)
+                    .take(e1 - s1)
+                    .zip(
+                        smaller
+                            .labels
+                            .as_ref()
+                            .unwrap()
+                            .iter()
+                            .skip(s1)
+                            .take(e1 - s1),
+                    ).merge_by(
+                        larger.edges.iter().skip(s2).take(e2 - s2).zip(
+                            larger
+                                .labels
+                                .as_ref()
+                                .unwrap()
+                                .iter()
+                                .skip(s2)
+                                .take(e2 - s2),
+                        ),
+                        |x1, x2| x1.0 < x2.0
+                    ).unique_by(|x| x.0);
+
+                for (&nbr, &lab) in merged_nbrs {
+                    edges.push(nbr);
+                    labels.push(lab);
+                    num_nbrs += 1;
+                }
+            }
 
-            let len = smaller.len();
-            let mut result = Vec::with_capacity(larger.len());
-            result.extend(
-                smaller.into_iter()
-            );
-            result.extend(
-                larger.into_iter().skip(len)
+            let offset = offsets.last().unwrap() + num_nbrs;
+            offsets.push(offset);
+        }
+
+        if s_num_nodes < num_nodes {
+            let last_off = larger.offsets[s_num_nodes];
+            edges.extend(larger.edges.iter().skip(last_off));
+            if larger.labels.is_some() {
+                labels.extend(larger.labels.as_ref().unwrap().iter().skip(last_off));
+            }
+
+            let extra_off = *offsets.last().unwrap() - larger.offsets[s_num_nodes];
+            offsets.extend(
+                larger
+                    .offsets
+                    .iter()
+                    .skip(s_num_nodes + 1)
+                    .map(|x| x + extra_off),
             );
+        }
 
-            Some(result)
-        },
-        _ => panic!("Could not merge `Some` labels with `None`.")
+        EdgeVec {
+            offsets,
+            edges,
+            labels: if smaller.labels.is_none() {
+                None
+            } else {
+                Some(labels)
+            },
+        }
     }
 }
 
-fn _merge_offset(offsets1: Vec<usize>, offsets2: Vec<usize>) -> Vec<usize> {
-    let (off1, off2) = if offsets1.len() <= offsets2.len() {
-        (offsets1, offsets2)
-    } else {
-        (offsets2, offsets1)
-    };
-    assert!(!off1.is_empty());
-    let len = off1.len();
-    let last = off1[len - 1];
-    let mut offsets = Vec::with_capacity(off2.len());
-    for (e1, e2) in off1.into_iter().zip(off2.iter()) {
-        offsets.push(e1 + e2);
+#[cfg(test)]
+mod test {
+    use super::*;
+
+    #[test]
+    fn test_merge() {
+        let edges1 = EdgeVec::<u32>::new(vec![0, 2, 4, 6, 8], vec![1_u32, 3, 0, 2, 1, 3, 0, 2]);
+
+        let edges2 = EdgeVec::<u32>::new(vec![0, 1, 2, 3, 4], vec![2_u32, 3, 0, 1]);
+
+        let edges = edges1 + edges2;
+
+        assert_eq!(edges.offsets, vec![0, 3, 6, 9, 12]);
+
+        assert_eq!(edges.edges, vec![1, 2, 3, 0, 2, 3, 0, 1, 3, 0, 1, 2]);
+
+        assert!(edges.labels.is_none());
     }
 
-    offsets.extend(off2.into_iter().skip(len).map(|x| x + last));
+    #[test]
+    fn test_merge_with_label() {
+        let edges1 = EdgeVec::<u32>::with_labels(
+            vec![0, 2, 4, 6, 8],
+            vec![1_u32, 3, 0, 2, 1, 3, 0, 2],
+            vec![1, 3, 1, 3, 3, 5, 3, 5],
+        );
 
-    offsets
-}
+        let edges2 = EdgeVec::<u32>::with_labels(
+            vec![0, 1, 2, 3, 4],
+            vec![2_u32, 3, 0, 1],
+            vec![2, 4, 2, 4],
+        );
 
-impl<Id: IdType, L: IdType> Add for EdgeVec<Id, L> {
-    type Output = EdgeVec<Id, L>;
+        let edges = edges1 + edges2;
 
-    fn add(self, other: EdgeVec<Id, L>) -> Self::Output {
-        unimplemented!()
+        assert_eq!(edges.offsets, vec![0, 3, 6, 9, 12]);
+
+        assert_eq!(edges.edges, vec![1, 2, 3, 0, 2, 3, 0, 1, 3, 0, 1, 2]);
+
+        assert_eq!(edges.labels, Some(vec![1, 2, 3, 1, 3, 4, 2, 3, 5, 3, 4, 5]));
+    }
+
+    #[test]
+    fn test_merge_with_comm_edges() {
+        let edges1 = EdgeVec::<u32>::with_labels(
+            vec![0, 2, 4, 6, 8],
+            vec![1_u32, 3, 0, 2, 1, 3, 0, 2],
+            vec![1, 3, 1, 3, 3, 5, 3, 5],
+        );
+
+        let edges2 = EdgeVec::<u32>::with_labels(
+            vec![0, 2, 5, 7, 8],
+            vec![1_u32, 2, 0, 2, 3, 0, 1, 1],
+            vec![1, 6, 1, 3, 4, 2, 3, 4],
+        );
+
+        let edges = edges1 + edges2;
+
+        assert_eq!(edges.offsets, vec![0, 3, 6, 9, 12]);
+
+        assert_eq!(edges.edges, vec![1, 2, 3, 0, 2, 3, 0, 1, 3, 0, 1, 2]);
+
+        assert_eq!(edges.labels, Some(vec![1, 6, 3, 1, 3, 4, 2, 3, 5, 3, 4, 5]));
     }
+
+    #[test]
+    fn test_merge_with_more_nodes() {
+        let edges1 = EdgeVec::<u32>::with_labels(
+            vec![0, 2, 4, 6],
+            vec![1_u32, 2, 0, 2, 0, 1],
+            vec![1, 2, 1, 3, 2, 3],
+        );
+
+        let edges2 = EdgeVec::<u32>::with_labels(
+            vec![0, 1, 2, 3, 6, 7],
+            vec![3_u32, 3, 3, 0, 1, 2, 2],
+            vec![3, 4, 5, 3, 4, 5, 6],
+        );
+
+        let edges = edges1 + edges2;
+
+        assert_eq!(edges.offsets, vec![0, 3, 6, 9, 12, 13]);
+
+        assert_eq!(edges.edges, vec![1, 2, 3, 0, 2, 3, 0, 1, 3, 0, 1, 2, 2]);
+
+        assert_eq!(edges.labels, Some(vec![1, 2, 3, 1, 3, 4, 2, 3, 5, 3, 4, 5, 6]));
+    }
+
 }
diff --git a/src/graph_impl/static_graph/graph.rs b/src/graph_impl/static_graph/graph.rs
index d5763713..d7c4871f 100644
--- a/src/graph_impl/static_graph/graph.rs
+++ b/src/graph_impl/static_graph/graph.rs
@@ -28,7 +28,7 @@ use serde;
 
 use generic::{
     DefaultId, DefaultTy, DiGraphTrait, Directed, EdgeType, GeneralGraph, GraphLabelTrait,
-    GraphTrait, GraphType, IdType, Iter, NodeType, UnGraphTrait, Undirected,
+    GraphTrait, GraphType, IdType, Iter, NodeType, UnGraphTrait, Undirected, MapTrait, MutMapTrait
 };
 use graph_impl::static_graph::mmap::graph_mmap::StaticGraphMmapAux;
 use graph_impl::static_graph::node::StaticNode;
@@ -38,6 +38,7 @@ use graph_impl::{Edge, GraphImpl};
 use io::mmap::dump;
 use io::serde::{Deserialize, Serialize, Serializer};
 use map::SetMap;
+use std::ops::Add;
 
 pub type TypedUnStaticGraph<Id, NL, EL = NL, L = Id> = TypedStaticGraph<Id, NL, EL, Undirected, L>;
 pub type TypedDiStaticGraph<Id, NL, EL = NL, L = Id> = TypedStaticGraph<Id, NL, EL, Directed, L>;
@@ -673,3 +674,61 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> GeneralGraph<Id, NL, E
         Some(self)
     }
 }
+
+fn _merge_labels<NL>(_labels1: Option<Vec<NL>>, _labels2: Option<Vec<NL>>) -> Option<Vec<NL>> {
+    match (_labels1, _labels2) {
+        (None, None) => None,
+        (Some(labels1), Some(labels2)) => {
+            let (smaller, larger) = if labels1.len() <= labels2.len() {
+                (labels1, labels2)
+            } else {
+                (labels2, labels1)
+            };
+
+            let mut result = Vec::with_capacity(larger.len());
+            let slen = smaller.len();
+            result.extend(smaller.into_iter());
+            result.extend(larger.into_iter().skip(slen));
+
+            Some(result)
+        },
+        _ => panic!("Can not merge `Some` labels with `None`.")
+    }
+}
+
+impl<Id: IdType, NL: Hash + Eq + Clone, EL: Hash + Eq + Clone, Ty: GraphType, L: IdType> Add
+    for TypedStaticGraph<Id, NL, EL, Ty, L> {
+    type Output = TypedStaticGraph<Id, NL, EL, Ty, L>;
+
+    fn add(self, other: TypedStaticGraph<Id, NL, EL, Ty, L>) -> Self::Output {
+        let mut node_label_map = self.node_label_map.clone();
+        for item in other.node_label_map.items() {
+            node_label_map.add_item(item.clone());
+        }
+
+        let mut edge_label_map= self.edge_label_map.clone();
+        for item in other.edge_label_map.items() {
+            edge_label_map.add_item(item.clone());
+        }
+
+        let mut graph = TypedStaticGraph {
+            num_nodes: 0,
+            num_edges: 0,
+            edge_vec: self.edge_vec + other.edge_vec,
+            in_edge_vec: match (self.in_edge_vec, other.in_edge_vec) {
+                (None, None) => None,
+                (Some(left), Some(right)) => Some(left + right),
+                _ => panic!("Can not merge Some `in_edge_vec` with None.")
+            },
+            labels: _merge_labels(self.labels, other.labels),
+            graph_type: PhantomData,
+            node_label_map,
+            edge_label_map,
+        };
+
+        graph.num_nodes = graph.edge_vec.num_nodes();
+        graph.num_edges = graph.edge_vec.num_edges();
+
+        graph
+    }
+}

From a48708e0f792161f771f26c2a43435e9d789fa6f Mon Sep 17 00:00:00 2001
From: Zhengyi <zhengyi.yang@outlook.com>
Date: Fri, 14 Dec 2018 15:54:44 +1100
Subject: [PATCH 068/391] add back FromStr for GraphImpl

---
 src/graph_impl/mod.rs | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/src/graph_impl/mod.rs b/src/graph_impl/mod.rs
index 610ab52c..caa6a4fa 100644
--- a/src/graph_impl/mod.rs
+++ b/src/graph_impl/mod.rs
@@ -37,3 +37,17 @@ pub enum GraphImpl {
     StaticGraph,
     StaicGraphMmap,
 }
+
+
+impl ::std::str::FromStr for GraphImpl {
+    type Err = String;
+    fn from_str(s: &str) -> Result<Self, String> {
+        let s = s.to_lowercase();
+        match s.as_ref() {
+            "graphmap" => Ok(GraphImpl::GraphMap),
+            "staticgraph" => Ok(GraphImpl::StaticGraph),
+            "staticgraphmmap" => Ok(GraphImpl::StaicGraphMmap),
+            _other => Err(format!("Unsupported implementation {:?}", _other)),
+        }
+    }
+}
\ No newline at end of file

From 09f242eb5e1536902935375a96e0fe6c6c5b6657 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Fri, 18 Jan 2019 15:29:42 +1100
Subject: [PATCH 069/391] Used JsonValue to do expression filter.

---
 src/property/expression/filter.rs            | 105 +++++++
 src/property/expression/mod.rs               |  98 ++++++
 src/property/expression/operators.rs         | 233 +++++++++++++++
 src/property/expression/predicate.rs         |  94 ++++++
 src/property/expression/value.rs             |  75 +++++
 src/property/filter/arithmetic_expression.rs |  72 +++++
 src/property/filter/edge_property_filter.rs  |  75 +++++
 src/property/filter/expression_operator.rs   | 267 +++++++++++++++++
 src/property/filter/filter_errors.rs         | 142 +++++++++
 src/property/filter/hash_property_cache.rs   |  96 ++++++
 src/property/filter/mod.rs                   |  78 +++++
 src/property/filter/node_property_filter.rs  |  77 +++++
 src/property/filter/predicate_expression.rs  |  82 +++++
 src/property/filter/value_expression.rs      |  73 +++++
 src/property/mod.rs                          |  15 +
 src/property/predicator.rs                   | 296 +++++++++++++++++++
 src/property/sled_property.rs                |   3 +-
 17 files changed, 1880 insertions(+), 1 deletion(-)
 create mode 100644 src/property/expression/filter.rs
 create mode 100644 src/property/expression/mod.rs
 create mode 100644 src/property/expression/operators.rs
 create mode 100644 src/property/expression/predicate.rs
 create mode 100644 src/property/expression/value.rs
 create mode 100644 src/property/filter/arithmetic_expression.rs
 create mode 100644 src/property/filter/edge_property_filter.rs
 create mode 100644 src/property/filter/expression_operator.rs
 create mode 100644 src/property/filter/filter_errors.rs
 create mode 100644 src/property/filter/hash_property_cache.rs
 create mode 100644 src/property/filter/mod.rs
 create mode 100644 src/property/filter/node_property_filter.rs
 create mode 100644 src/property/filter/predicate_expression.rs
 create mode 100644 src/property/filter/value_expression.rs
 create mode 100644 src/property/predicator.rs

diff --git a/src/property/expression/filter.rs b/src/property/expression/filter.rs
new file mode 100644
index 00000000..42706a98
--- /dev/null
+++ b/src/property/expression/filter.rs
@@ -0,0 +1,105 @@
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+// 1. Query the property graph with the given list of node ids/edge ids, by firstly getting the attribute
+// 2. build the hash map according to the queried values
+// 3. when running ,first pass the queried id to filter function, then get value with the hashmap.get(id), then pass value to get_result recursion.
+
+use generic::IdType;
+use property::PropertyGraph;
+use property::expression::{Expression, VarMap, VarHashMap};
+
+
+struct Filter<'a, 'b, Id: IdType + 'a> {
+
+    expression: Box<Expression + 'a>,
+
+    property_cache: Box<VarMap<Id> + 'b>,
+}
+
+impl<'a, 'b, Id: IdType + 'a> Filter<'a, 'b, Id> {
+    pub fn new(expression: Box<Expression + 'a>) {
+        Filter {
+            expression,
+            property_cache: Box::new(VarHashMap::new())
+        }
+    }
+
+    pub fn from_cache(expression: Box<Expression + 'a>, property_values: Box<VarMap<Id> + 'b>) {
+        Filter {
+            expression,
+            property_cache: property_values
+        }
+    }
+
+    pub fn fetch_node_property(&mut self, ids: &[Id], property_graph: &PropertyGraph<Id>) {
+        let attribute = self.expression.get_attribute();
+
+        for id in ids.clone() {
+            if let Ok(Some(result)) = property_graph.get_node_property(id, vec![attribute]) {
+                self.property_cache.set_node(id, result[attribute]);
+            }
+        }
+    }
+
+    pub fn fetch_edge_property(&mut self, ids: &[(Id, Id)], property_graph: &PropertyGraph<Id>) {
+        let attribute = self.expression.get_attribute();
+
+        for id in ids.clone() {
+            if let Ok(Some(result)) = property_graph.get_edge_property(id.0, id.1, vec![attribute]) {
+                self.property_cache.set_node(id, result[attribute]);
+            }
+        }
+    }
+
+    // Rewrite with macro
+    pub fn check_by_node(&self, id: Id) -> Result<bool, &'static str> {
+        let var = self.property_cache.get_node(id)?;
+        let result = self.expression.get_value(var)?;
+
+        match result.as_bool() {
+            Some(x) => Ok(x),
+            None => Err("Invalid Json value, bool expected")
+        }
+    }
+
+    // Rewrite with macro
+    pub fn check_by_edge(&self, id: (Id, Id)) -> Result<bool, &'static str> {
+        let var = self.property_cache.get_edge(id)?;
+        let result = self.expression.get_value(var)?;
+
+        match result.as_bool() {
+            Some(x) => Ok(x),
+            None => Err("Invalid Json value, bool expected")
+        }
+    }
+}
+
+
+//#[cfg(test)]
+//mod test {
+//    use super::*;
+//    use json::{array, object};
+//    use std::collections::HashMap;
+//
+//    #[test]
+//    fn test_single_num_operator() {}
+//}
\ No newline at end of file
diff --git a/src/property/expression/mod.rs b/src/property/expression/mod.rs
new file mode 100644
index 00000000..f0bd460d
--- /dev/null
+++ b/src/property/expression/mod.rs
@@ -0,0 +1,98 @@
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+// 1. Change to refcell
+// 2. Add error types
+// 3. Change cache to store json object (all attributes)
+// 4. Add comments
+// 5. exp ma ager prefetch
+
+// 1. edge p f/ n p f
+// 2. possible errors listed
+
+pub mod filter;
+pub mod value;
+pub mod predicate;
+pub mod operators;
+
+use generic::IdType;
+use json::JsonValue;
+
+use std::collections::HashMap;
+
+
+pub trait Expression {
+    // Get the result of expression as a Json Value.
+    fn get_value(&self, var: JsonValue) -> Result<JsonValue, &'static str>;
+
+    fn get_attribute(&self) -> String;
+}
+
+
+pub trait VarMap<Id: IdType> {
+
+    fn get_node(&self, id:Id) -> Result<JsonValue, &'static str>;
+
+    fn set_node(&self, id:Id, value: JsonValue);
+
+    fn get_edge(&self, id:(Id, Id)) -> Result<JsonValue, &'static str>;
+
+    fn set_edge(&self, id:(Id, Id), value: JsonValue);
+}
+
+
+pub struct VarHashMap<Id: IdType> {
+    node_map: HashMap<Id, JsonValue>,
+    edge_map: HashMap<(Id, Id), JsonValue>
+}
+
+impl<Id: IdType> VarHashMap<Id> {
+    pub fn new() {
+        VarHashMap {
+            node_map: HashMap::new(),
+            edge_map: HashMap::new()
+        }
+    }
+}
+
+impl<Id: IdType> VarMap for VarHashMap<Id> {
+    fn get_node(&self, id: Id) -> Result<JsonValue, &'static str> {
+        match self.node_map.get(id) {
+            Some(value) => Ok(value.clone()),
+            None => Err("Node Id not found")
+        }
+    }
+
+    fn set_node(&mut self, id: Id, value: JsonValue) {
+        self.node_map.insert(id, value);
+    }
+
+    fn get_edge(&self, id: (Id, Id)) -> Result<JsonValue, &'static str> {
+        match self.edge_map.get(id) {
+            Some(value) => Ok(value.clone()),
+            None => Err("Edge Id not found")
+        }
+    }
+
+    fn set_edge(&mut self, id: (Id, Id), value: JsonValue) {
+        self.edge_map.insert(id, value);
+    }
+}
\ No newline at end of file
diff --git a/src/property/expression/operators.rs b/src/property/expression/operators.rs
new file mode 100644
index 00000000..10be2276
--- /dev/null
+++ b/src/property/expression/operators.rs
@@ -0,0 +1,233 @@
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use json::JsonValue;
+use json::number::Number;
+
+
+pub enum Operator {
+    // Logical
+    AND,
+    OR,
+    XOR,
+    // Not Supported
+    NOT,
+    // Not Supported
+
+    // Numeric Comparison
+    LessThan,
+    LessEqual,
+    GreaterThan,
+    GreaterEqual,
+    Equal,
+    NotEqual,
+
+    // String Comparison
+    Contains,
+    StartsWith,
+    EndsWith,
+    Regex,
+    // Not Supported
+
+    // Mathematical Operation
+    Add,
+    Subtract,
+    Multiply,
+    Divide,
+    Modulo,
+    Power,
+
+    // String Operation
+    Concat,
+
+    // Other
+    IsNull,
+    // Not Supported
+    IsNotNull,
+    // Not Supported
+}
+
+
+// Logical
+
+pub fn and(exp1: JsonValue, exp2: JsonValue) -> Result<JsonValue, &'static str> {
+    if exp1.as_bool().is_some() && exp2.as_bool().is_some() {
+        Ok(JsonValue::Boolean(exp1.as_bool().unwrap() && exp2.as_bool().unwrap()))
+    } else {
+        Err("Invalid Json value, bool expected.")
+    }
+}
+
+pub fn or(exp1: JsonValue, exp2: JsonValue) -> Result<JsonValue, &'static str> {
+    if exp1.as_bool().is_some() && exp2.as_bool().is_some() {
+        Ok(JsonValue::Boolean(exp1.as_bool().unwrap() || exp2.as_bool().unwrap()))
+    } else {
+        Err("Invalid Json value, bool expected.")
+    }
+}
+
+
+// Numeric Comparison
+
+pub fn less_than(exp1: JsonValue, exp2: JsonValue) -> Result<JsonValue, &'static str> {
+    if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
+        Ok(JsonValue::Boolean(exp1.as_f64().unwrap() < exp2.as_f64().unwrap()))
+    } else {
+        Err("Invalid Json value, number expected.")
+    }
+}
+
+pub fn less_equal(exp1: JsonValue, exp2: JsonValue) -> Result<JsonValue, &'static str> {
+    if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
+        Ok(JsonValue::Boolean(exp1.as_f64().unwrap() <= exp2.as_f64().unwrap()))
+    } else {
+        Err("Invalid Json value, number expected.")
+    }
+}
+
+pub fn greater_than(exp1: JsonValue, exp2: JsonValue) -> Result<JsonValue, &'static str> {
+    if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
+        Ok(JsonValue::Boolean(exp1.as_f64().unwrap() > exp2.as_f64().unwrap()))
+    } else {
+        Err("Invalid Json value, number expected.")
+    }
+}
+
+pub fn greater_equal(exp1: JsonValue, exp2: JsonValue) -> Result<JsonValue, &'static str> {
+    if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
+        Ok(JsonValue::Boolean(exp1.as_f64().unwrap() >= exp2.as_f64().unwrap()))
+    } else {
+        Err("Invalid Json value, number expected.")
+    }
+}
+
+pub fn equal(exp1: JsonValue, exp2: JsonValue) -> Result<JsonValue, &'static str> {
+    if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
+        Ok(JsonValue::Boolean(exp1.as_f64().unwrap() == exp2.as_f64().unwrap()))
+    } else {
+        Err("Invalid Json value, number expected.")
+    }
+}
+
+pub fn not_equal(exp1: JsonValue, exp2: JsonValue) -> Result<JsonValue, &'static str> {
+    if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
+        Ok(JsonValue::Boolean(exp1.as_f64().unwrap() != exp2.as_f64().unwrap()))
+    } else {
+        Err("Invalid Json value, number expected.")
+    }
+}
+
+
+// String Comparison
+
+pub fn contains(exp1: JsonValue, exp2: JsonValue) -> Result<JsonValue, &'static str> {
+    if exp1.as_str().is_some() && exp2.as_str().is_some() {
+        Ok(JsonValue::Boolean(exp1.as_str().unwrap().contains(exp2.as_str().unwrap())))
+    } else {
+        Err("Invalid Json value, string expected.")
+    }
+}
+
+pub fn starts_with(exp1: JsonValue, exp2: JsonValue) -> Result<JsonValue, &'static str> {
+    if exp1.as_str().is_some() && exp2.as_str().is_some() {
+        Ok(JsonValue::Boolean(exp1.as_str().unwrap().starts_with(exp2.as_str().unwrap())))
+    } else {
+        Err("Invalid Json value, string expected.")
+    }
+}
+
+pub fn ends_with(exp1: JsonValue, exp2: JsonValue) -> Result<JsonValue, &'static str> {
+    if exp1.as_str().is_some() && exp2.as_str().is_some() {
+        Ok(JsonValue::Boolean(exp1.as_str().unwrap().ends_with(exp2.as_str().unwrap())))
+    } else {
+        Err("Invalid Json value, string expected.")
+    }
+}
+
+
+// Mathematical Operation
+
+pub fn add(exp1: JsonValue, exp2: JsonValue) -> Result<JsonValue, &'static str> {
+    if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
+        let number: Number = (exp1.as_f64().unwrap() + exp2.as_f64().unwrap()).into();
+        Ok(JsonValue::Number(number))
+    } else {
+        Err("Invalid Json value, number expected.")
+    }
+}
+
+pub fn subtract(exp1: JsonValue, exp2: JsonValue) -> Result<JsonValue, &'static str> {
+    if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
+        let number: Number = (exp1.as_f64().unwrap() - exp2.as_f64().unwrap()).into();
+        Ok(JsonValue::Number(number))
+    } else {
+        Err("Invalid Json value, number expected.")
+    }
+}
+
+pub fn multiply(exp1: JsonValue, exp2: JsonValue) -> Result<JsonValue, &'static str> {
+    if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
+        let number: Number = (exp1.as_f64().unwrap() * exp2.as_f64().unwrap()).into();
+        Ok(JsonValue::Number(number))
+    } else {
+        Err("Invalid Json value, number expected.")
+    }
+}
+
+pub fn divide(exp1: JsonValue, exp2: JsonValue) -> Result<JsonValue, &'static str> {
+    if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
+        let number: Number = (exp1.as_f64().unwrap() / exp2.as_f64().unwrap()).into();
+        Ok(JsonValue::Number(number))
+    } else {
+        Err("Invalid Json value, number expected.")
+    }
+}
+
+pub fn modulo(exp1: JsonValue, exp2: JsonValue) -> Result<JsonValue, &'static str> {
+    if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
+        let number: Number = (exp1.as_f64().unwrap() % exp2.as_f64().unwrap()).into();
+        Ok(JsonValue::Number(number))
+    } else {
+        Err("Invalid Json value, number expected.")
+    }
+}
+
+pub fn power(exp1: JsonValue, exp2: JsonValue) -> Result<JsonValue, &'static str> {
+    if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
+        let number: Number = (exp1.as_f64().unwrap().powf(exp2.as_f64().unwrap())).into();
+        Ok(JsonValue::Number(number))
+    } else {
+        Err("Invalid Json value, number expected.")
+    }
+}
+
+
+// String Operation
+
+pub fn concat(exp1: JsonValue, exp2: JsonValue) -> Result<JsonValue, &'static str> {
+    if exp1.as_str().is_some() && exp2.as_str().is_some() {
+        let mut result = exp1.as_str().unwrap().to_owned();
+        result.push_str(exp2.as_str().unwrap());
+        Ok(JsonValue::String(result))
+    } else {
+        Err("Invalid Json value, string expected.")
+    }
+}
diff --git a/src/property/expression/predicate.rs b/src/property/expression/predicate.rs
new file mode 100644
index 00000000..532b4a27
--- /dev/null
+++ b/src/property/expression/predicate.rs
@@ -0,0 +1,94 @@
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use property::expression::Expression;
+use property::expression::operators::*;
+
+use json::JsonValue;
+
+
+pub struct Predicate {
+    // expression on the LHS of operator
+    left: Expression,
+    // expression on the RHS of operator
+    right: Expression,
+    // operator used in predicator
+    operator: Operator
+}
+
+impl Predicate {
+
+    pub fn new(left: Expression, right: Expression, operator: Operator) -> Self {
+        Predicate {
+            left,
+            right,
+            operator
+        }
+    }
+}
+
+impl Expression for Predicate {
+    // Return the resulting value of expression.
+    // Firstly get the values of expressions on both sides.
+    // Then calculate the result based on operator.
+    fn get_value(&self, var: JsonValue) -> Result<JsonValue, &'static str> {
+        // Get values of left and right expressions.
+        let exp1 = self.left.get_value(var)?;
+        let exp2 = self.right.get_value(var)?;
+
+        // Perform operator on left and right values.
+        match self.operator {
+            // Logical
+            Operator::AND           =>     and(exp1, exp2),
+            Operator::OR            =>     or(exp1, exp2),
+
+            // Numeric Comparison
+            Operator::LessThan      =>     less_than(exp1, exp2),
+            Operator::LessEqual     =>     less_equal(exp1, exp2),
+            Operator::GreaterThan   =>     greater_than(exp1, exp2),
+            Operator::GreaterEqual  =>     greater_equal(exp1, exp2),
+            Operator::Equal         =>     equal(exp1, exp2),
+            Operator::NotEqual      =>     not_equal(exp1, exp2),
+
+            // String Comparison
+            Operator::Contains      =>     contains(exp1, exp2),
+            Operator::StartsWith    =>     starts_with(exp1, exp2),
+            Operator::EndsWith      =>     ends_with(exp1, exp2),
+
+            // Mathematical Operation
+            Operator::Add           =>     add(exp1, exp2),
+            Operator::Subtract      =>     subtract(exp1, exp2),
+            Operator::Multiply      =>     multiply(exp1, exp2),
+            Operator::Divide        =>     divide(exp1, exp2),
+            Operator::Modulo        =>     modulo(exp1, exp2),
+            Operator::Power         =>     power(exp1, exp2),
+
+            // String Operation
+            Operator::Concat        =>     concat(exp1, exp2)
+        }
+    }
+
+    fn get_attribute(&self) -> String {
+        let mut result = self.left.get_attribute();
+        result.push_str(&self.right.get_attribute());
+        result
+    }
+}
\ No newline at end of file
diff --git a/src/property/expression/value.rs b/src/property/expression/value.rs
new file mode 100644
index 00000000..a9271e9d
--- /dev/null
+++ b/src/property/expression/value.rs
@@ -0,0 +1,75 @@
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use generic::IdType;
+use property::expression::Expression;
+
+use json::JsonValue;
+
+
+pub struct Var {
+    // queried attribute
+    attribute: String
+}
+
+impl Var {
+    pub fn new(attribute: String) -> Self {
+        Var {
+            attribute
+        }
+    }
+}
+
+impl Expression for Var {
+    // Get value of queried attribute of node
+    fn get_value<Id: IdType>(&self, var: JsonValue) -> Result<JsonValue, &'static str> {
+        Ok(var)
+    }
+
+    fn get_attribute(&self) -> String {
+        self.attribute
+    }
+}
+
+
+pub struct Const {
+    // value of constant defined in query
+    value: JsonValue
+}
+
+impl Const {
+    pub fn new(value: JsonValue) -> Self {
+        Const {
+            value
+        }
+    }
+}
+
+impl Expression for Const {
+    // get the value of constant
+    fn get_value<Id: IdType>(&self, var: JsonValue) -> Result<JsonValue, &'static str> {
+        Ok(self.value)
+    }
+
+    fn get_attribute(&self) -> String {
+        ""
+    }
+}
diff --git a/src/property/filter/arithmetic_expression.rs b/src/property/filter/arithmetic_expression.rs
new file mode 100644
index 00000000..e46ae3bc
--- /dev/null
+++ b/src/property/filter/arithmetic_expression.rs
@@ -0,0 +1,72 @@
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use property::filter::PropertyResult;
+use property::filter::Expression;
+use property::filter::expression_operator::*;
+
+use json::JsonValue;
+
+
+pub struct ArithmeticExpression<'a> {
+    // expression on the LHS of operator
+    left: &'a Expression,
+    // expression on the RHS of operator
+    right: &'a Expression,
+    // operator used in predicator
+    operator: ArithmeticOperator
+}
+
+impl<'a> ArithmeticExpression<'a> {
+
+    pub fn new(left: &'a Expression, right: &'a Expression, operator: ArithmeticOperator) -> Self {
+        ArithmeticExpression {
+            left,
+            right,
+            operator
+        }
+    }
+}
+
+impl<'a> Expression for ArithmeticExpression<'a> {
+    // Return the resulting value of expression.
+    // Firstly get the values of expressions on both sides.
+    // Then calculate the result based on operator.
+    fn get_value(&self, var: &JsonValue) -> PropertyResult<JsonValue> {
+        // Get values of left and right expressions.
+        let exp1 = self.left.get_value(var)?;
+        let exp2 = self.right.get_value(var)?;
+
+        // Perform operator on left and right values.
+        match self.operator {
+            // Mathematical Operation
+            ArithmeticOperator::Add           =>     add(exp1, exp2),
+            ArithmeticOperator::Subtract      =>     subtract(exp1, exp2),
+            ArithmeticOperator::Multiply      =>     multiply(exp1, exp2),
+            ArithmeticOperator::Divide        =>     divide(exp1, exp2),
+            ArithmeticOperator::Modulo        =>     modulo(exp1, exp2),
+            ArithmeticOperator::Power         =>     power(exp1, exp2),
+
+            // String Operation
+            ArithmeticOperator::Concat        =>     concat(exp1, exp2)
+        }
+    }
+}
\ No newline at end of file
diff --git a/src/property/filter/edge_property_filter.rs b/src/property/filter/edge_property_filter.rs
new file mode 100644
index 00000000..f72e13a2
--- /dev/null
+++ b/src/property/filter/edge_property_filter.rs
@@ -0,0 +1,75 @@
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+// 1. Query the property graph with the given list of node ids/edge ids, by firstly getting the attribute
+// 2. build the hash map according to the queried values
+// 3. when running ,first pass the queried id to filter function, then get value with the hashmap.get(id), then pass value to get_result recursion.
+
+
+use generic::IdType;
+use property::filter::PropertyResult;
+use property::{PropertyGraph, PropertyError};
+use property::filter::{Expression, EdgeCache};
+
+
+pub struct EdgeFilter<'a, Id: IdType> {
+
+    expression: &'a Expression,
+
+    edge_property_cache: &'a mut EdgeCache<Id>,
+}
+
+impl<'a, Id: IdType> EdgeFilter<'a, Id> {
+//    pub fn new(expression: &'static Expression) -> Self {
+//        EdgeFilter {
+//            expression,
+//            edge_property_cache: &HashEdgeCache::new()
+//        }
+//    }
+
+    pub fn from_cache(expression: &'a Expression, edge_property_cache: &'a mut EdgeCache<Id>) -> Self {
+        EdgeFilter {
+            expression,
+            edge_property_cache
+        }
+    }
+
+    pub fn pre_fetch(&mut self, ids: &[(Id, Id)], property_graph: &PropertyGraph<Id, Err=()>) -> PropertyResult<()> {
+
+        for id in ids {
+            if let Some(result) = property_graph.get_edge_property_all(id.0, id.1)? {
+                self.edge_property_cache.set(id.0, id.1, result);
+            }
+        }
+        Ok(())
+    }
+
+    pub fn get_result(&self, id: (Id, Id)) -> PropertyResult<bool> {
+        let var = self.edge_property_cache.get(id.0, id.1)?;
+        let result = self.expression.get_value(&var)?;
+
+        match result.as_bool() {
+            Some(x) => Ok(x),
+            None => Err(PropertyError::BooleanExpressionError)
+        }
+    }
+}
+
diff --git a/src/property/filter/expression_operator.rs b/src/property/filter/expression_operator.rs
new file mode 100644
index 00000000..e1222477
--- /dev/null
+++ b/src/property/filter/expression_operator.rs
@@ -0,0 +1,267 @@
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use property::PropertyError;
+use property::filter::PropertyResult;
+
+use json::JsonValue;
+use json::number::Number;
+
+
+pub enum PredicateOperator {
+    // Logical
+    AND,
+    OR,
+    XOR,
+    // Not Supported
+    NOT,
+    // Not Supported
+
+    // Numeric Comparison
+    LessThan,
+    LessEqual,
+    GreaterThan,
+    GreaterEqual,
+    Equal,
+    NotEqual,
+    Range,
+
+    // String Comparison
+    Contains,
+    StartsWith,
+    EndsWith,
+    Regex,
+    // Not Supported
+
+    // Other
+    IsNull,
+    // Not Supported
+    IsNotNull,
+    // Not Supported
+    Exists,
+    // Not Supported
+}
+
+
+pub enum ArithmeticOperator {
+    // Mathematical Operation
+    Add,
+    Subtract,
+    Multiply,
+    Divide,
+    Modulo,
+    Power,
+
+    // String Operation
+    Concat,
+}
+
+
+// Logical
+
+pub fn and(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+    if exp1.as_bool().is_some() && exp2.as_bool().is_some() {
+        Ok(JsonValue::Boolean(exp1.as_bool().unwrap() && exp2.as_bool().unwrap()))
+    } else {
+        Err(PropertyError::BooleanExpressionError)
+    }
+}
+
+pub fn or(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+    if exp1.as_bool().is_some() && exp2.as_bool().is_some() {
+        Ok(JsonValue::Boolean(exp1.as_bool().unwrap() || exp2.as_bool().unwrap()))
+    } else {
+        Err(PropertyError::BooleanExpressionError)
+    }
+}
+
+
+// Numeric Comparison
+
+pub fn less_than(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+    if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
+        Ok(JsonValue::Boolean(exp1.as_f64().unwrap() < exp2.as_f64().unwrap()))
+    } else {
+        Err(PropertyError::NumberExpressionError)
+    }
+}
+
+pub fn less_equal(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+    if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
+        Ok(JsonValue::Boolean(exp1.as_f64().unwrap() <= exp2.as_f64().unwrap()))
+    } else {
+        Err(PropertyError::NumberExpressionError)
+    }
+}
+
+pub fn greater_than(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+    if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
+        Ok(JsonValue::Boolean(exp1.as_f64().unwrap() > exp2.as_f64().unwrap()))
+    } else {
+        Err(PropertyError::NumberExpressionError)
+    }
+}
+
+pub fn greater_equal(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+    if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
+        Ok(JsonValue::Boolean(exp1.as_f64().unwrap() >= exp2.as_f64().unwrap()))
+    } else {
+        Err(PropertyError::NumberExpressionError)
+    }
+}
+
+pub fn equal(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+    if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
+        Ok(JsonValue::Boolean(exp1.as_f64().unwrap() == exp2.as_f64().unwrap()))
+    } else {
+        Err(PropertyError::NumberExpressionError)
+    }
+}
+
+pub fn not_equal(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+    if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
+        Ok(JsonValue::Boolean(exp1.as_f64().unwrap() != exp2.as_f64().unwrap()))
+    } else {
+        Err(PropertyError::NumberExpressionError)
+    }
+}
+
+
+pub fn range(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+    if exp1.is_array() && exp2.as_f64().is_some() {
+        let value = exp2.as_f64().unwrap();
+        let lower = exp1[0].as_f64();
+        let upper = exp1[1].as_f64();
+        if lower.is_some() && upper.is_some() {
+            Ok(JsonValue::Boolean(value >= lower.unwrap() && value <= upper.unwrap()))
+        } else {
+            Err(PropertyError::NumberExpressionError)
+        }
+    } else if exp2.is_array() && exp1.as_f64().is_some() {
+        let value = exp1.as_f64().unwrap();
+        let lower = exp2[0].as_f64();
+        let upper = exp2[1].as_f64();
+        if lower.is_some() && upper.is_some() {
+            Ok(JsonValue::Boolean(value >= lower.unwrap() && value <= upper.unwrap()))
+        } else {
+            Err(PropertyError::NumberExpressionError)
+        }
+    } else {
+        Err(PropertyError::NumberExpressionError)
+    }
+}
+
+
+// String Comparison
+
+pub fn contains(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+    if exp1.as_str().is_some() && exp2.as_str().is_some() {
+        Ok(JsonValue::Boolean(exp1.as_str().unwrap().contains(exp2.as_str().unwrap())))
+    } else {
+        Err(PropertyError::StringExpressionError)
+    }
+}
+
+pub fn starts_with(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+    if exp1.as_str().is_some() && exp2.as_str().is_some() {
+        Ok(JsonValue::Boolean(exp1.as_str().unwrap().starts_with(exp2.as_str().unwrap())))
+    } else {
+        Err(PropertyError::StringExpressionError)
+    }
+}
+
+pub fn ends_with(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+    if exp1.as_str().is_some() && exp2.as_str().is_some() {
+        Ok(JsonValue::Boolean(exp1.as_str().unwrap().ends_with(exp2.as_str().unwrap())))
+    } else {
+        Err(PropertyError::StringExpressionError)
+    }
+}
+
+
+// Mathematical Operation
+
+pub fn add(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+    if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
+        let number: Number = (exp1.as_f64().unwrap() + exp2.as_f64().unwrap()).into();
+        Ok(JsonValue::Number(number))
+    } else {
+        Err(PropertyError::NumberExpressionError)
+    }
+}
+
+pub fn subtract(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+    if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
+        let number: Number = (exp1.as_f64().unwrap() - exp2.as_f64().unwrap()).into();
+        Ok(JsonValue::Number(number))
+    } else {
+        Err(PropertyError::NumberExpressionError)
+    }
+}
+
+pub fn multiply(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+    if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
+        let number: Number = (exp1.as_f64().unwrap() * exp2.as_f64().unwrap()).into();
+        Ok(JsonValue::Number(number))
+    } else {
+        Err(PropertyError::NumberExpressionError)
+    }
+}
+
+pub fn divide(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+    if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
+        let number: Number = (exp1.as_f64().unwrap() / exp2.as_f64().unwrap()).into();
+        Ok(JsonValue::Number(number))
+    } else {
+        Err(PropertyError::NumberExpressionError)
+    }
+}
+
+pub fn modulo(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+    if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
+        let number: Number = (exp1.as_f64().unwrap() % exp2.as_f64().unwrap()).into();
+        Ok(JsonValue::Number(number))
+    } else {
+        Err(PropertyError::NumberExpressionError)
+    }
+}
+
+pub fn power(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+    if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
+        let number: Number = (exp1.as_f64().unwrap().powf(exp2.as_f64().unwrap())).into();
+        Ok(JsonValue::Number(number))
+    } else {
+        Err(PropertyError::NumberExpressionError)
+    }
+}
+
+
+// String Operation
+
+pub fn concat(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+    if exp1.as_str().is_some() && exp2.as_str().is_some() {
+        let mut result = exp1.as_str().unwrap().to_owned();
+        result.push_str(exp2.as_str().unwrap());
+        Ok(JsonValue::String(result))
+    } else {
+        Err(PropertyError::StringExpressionError)
+    }
+}
diff --git a/src/property/filter/filter_errors.rs b/src/property/filter/filter_errors.rs
new file mode 100644
index 00000000..e9658f03
--- /dev/null
+++ b/src/property/filter/filter_errors.rs
@@ -0,0 +1,142 @@
+// *
+// * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+// *
+// * Licensed to the Apache Software Foundation (ASF) under one
+// * or more contributor license agreements.  See the NOTICE file
+// * distributed with this work for additional information
+// * regarding copyright ownership.  The ASF licenses this file
+// * to you under the Apache License, Version 2.0 (the
+// * "License"); you may not use this file except in compliance
+// * with the License.  You may obtain a copy of the License at
+// *
+// *   http://www.apache.org/licenses/LICENSE-2.0
+// *
+// * Unless required by applicable law or agreed to in writing,
+// * software distributed under the License is distributed on an
+// * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+// * KIND, either express or implied.  See the License for the
+// * specific language governing permissions and limitations
+// * under the License.
+// */
+//
+//use std::{fmt, error};
+//
+//
+//#[derive(Debug, Clone)]
+//pub struct JsonObjectFieldError;
+//
+//impl fmt::Display for JsonObjectFieldError {
+//    fn fmt(&self, f: &mut fmt::Formatter) -> fmt::Result {
+//        write!(f, "Json object has no such field")
+//    }
+//}
+//
+//impl error::Error for JsonObjectFieldError {
+//    fn description(&self) -> &str {
+//        "Json object has no such field"
+//    }
+//
+//    fn cause(&self) -> Option<&error::Error> {
+//        None
+//    }
+//}
+//
+//
+//#[derive(Debug, Clone)]
+//pub struct NodeNotFoundError;
+//
+//impl fmt::Display for NodeNotFoundError {
+//    fn fmt(&self, f: &mut fmt::Formatter) -> fmt::Result {
+//        write!(f, "Node is found found in cache")
+//    }
+//}
+//
+//impl error::Error for NodeNotFoundError {
+//    fn description(&self) -> &str {
+//        "Node is found found in cache"
+//    }
+//
+//    fn cause(&self) -> Option<&error::Error> {
+//        None
+//    }
+//}
+//
+//
+//#[derive(Debug, Clone)]
+//pub struct EdgeNotFoundError;
+//
+//impl fmt::Display for EdgeNotFoundError {
+//    fn fmt(&self, f: &mut fmt::Formatter) -> fmt::Result {
+//        write!(f, "Edge is found found in cache")
+//    }
+//}
+//
+//impl error::Error for EdgeNotFoundError {
+//    fn description(&self) -> &str {
+//        "Edge is found found in cache"
+//    }
+//
+//    fn cause(&self) -> Option<&error::Error> {
+//        None
+//    }
+//}
+//
+//
+//#[derive(Debug, Clone)]
+//pub struct BooleanExpressionError;
+//
+//impl fmt::Display for BooleanExpressionError {
+//    fn fmt(&self, f: &mut fmt::Formatter) -> fmt::Result {
+//        write!(f, "Boolean expression is expected")
+//    }
+//}
+//
+//impl error::Error for BooleanExpressionError {
+//    fn description(&self) -> &str {
+//        "Boolean expression is expected"
+//    }
+//
+//    fn cause(&self) -> Option<&error::Error> {
+//        None
+//    }
+//}
+//
+//
+//#[derive(Debug, Clone)]
+//pub struct NumberExpressionError;
+//
+//impl fmt::Display for NumberExpressionError {
+//    fn fmt(&self, f: &mut fmt::Formatter) -> fmt::Result {
+//        write!(f, "Number expression is expected")
+//    }
+//}
+//
+//impl error::Error for NumberExpressionError {
+//    fn description(&self) -> &str {
+//        "Number expression is expected"
+//    }
+//
+//    fn cause(&self) -> Option<&error::Error> {
+//        None
+//    }
+//}
+//
+//
+//#[derive(Debug, Clone)]
+//pub struct StringExpressionError;
+//
+//impl fmt::Display for StringExpressionError {
+//    fn fmt(&self, f: &mut fmt::Formatter) -> fmt::Result {
+//        write!(f, "String expression is expected")
+//    }
+//}
+//
+//impl error::Error for StringExpressionError {
+//    fn description(&self) -> &str {
+//        "String expression is expected"
+//    }
+//
+//    fn cause(&self) -> Option<&error::Error> {
+//        None
+//    }
+//}
\ No newline at end of file
diff --git a/src/property/filter/hash_property_cache.rs b/src/property/filter/hash_property_cache.rs
new file mode 100644
index 00000000..74ab0d48
--- /dev/null
+++ b/src/property/filter/hash_property_cache.rs
@@ -0,0 +1,96 @@
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use std::collections::HashMap;
+
+use generic::IdType;
+use property::filter::{EdgeCache, NodeCache, PropertyResult};
+use property::PropertyError;
+
+use json::JsonValue;
+
+
+pub struct HashNodeCache<Id: IdType> {
+    node_map: HashMap<Id, JsonValue>,
+}
+
+impl<Id: IdType> HashNodeCache<Id> {
+    pub fn new() -> Self {
+        HashNodeCache {
+            node_map: HashMap::new(),
+        }
+    }
+}
+
+impl<Id: IdType> NodeCache<Id> for HashNodeCache<Id> {
+    fn get(&self, id: Id) -> PropertyResult<JsonValue> {
+        if let Some(value) = self.node_map.get(&id) {
+            Ok(value.clone())
+        } else {
+            Err(PropertyError::NodeNotFoundError)
+        }
+    }
+
+    fn set(&mut self, id: Id, value: JsonValue) -> bool {
+        let mut result = false;
+        {
+            if self.node_map.contains_key(&id) {
+                result = true;
+            }
+        }
+        self.node_map.insert(id, value);
+        result
+    }
+}
+
+
+pub struct HashEdgeCache<Id: IdType> {
+    edge_map: HashMap<(Id, Id), JsonValue>
+}
+
+impl<Id: IdType> HashEdgeCache<Id> {
+    pub fn new() -> Self {
+        HashEdgeCache {
+            edge_map: HashMap::new()
+        }
+    }
+}
+
+impl<Id: IdType> EdgeCache<Id> for HashEdgeCache<Id> {
+    fn get(&self, src: Id, dst: Id) -> PropertyResult<JsonValue> {
+        if let Some(value) = self.edge_map.get(&(src, dst)) {
+            Ok(value.clone())
+        } else {
+            Err(PropertyError::EdgeNotFoundError)
+        }
+    }
+
+    fn set(&mut self, src: Id, dst: Id, value: JsonValue) -> bool {
+        let mut result = false;
+        {
+            if self.edge_map.contains_key(&(src, dst)) {
+                result = true;
+            }
+        }
+        self.edge_map.insert((src, dst), value);
+        result
+    }
+}
diff --git a/src/property/filter/mod.rs b/src/property/filter/mod.rs
new file mode 100644
index 00000000..f1dceb27
--- /dev/null
+++ b/src/property/filter/mod.rs
@@ -0,0 +1,78 @@
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+// 1. Change to refcell
+// 2. Add error types
+// 3. Change cache to store json object (all attributes)
+// 4. Add comments
+// 5. exp ma ager prefetch
+
+// 1. edge p f/ n p f
+// 2. possible errors listed
+
+pub mod edge_property_filter;
+pub mod node_property_filter;
+pub mod predicate_expression;
+pub mod value_expression;
+pub mod arithmetic_expression;
+pub mod expression_operator;
+pub mod hash_property_cache;
+pub mod filter_errors;
+
+use generic::IdType;
+use json::JsonValue;
+
+use property::PropertyError;
+
+pub use property::filter::expression_operator::{ArithmeticOperator, PredicateOperator};
+pub use property::filter::predicate_expression::PredicateExpression;
+pub use property::filter::value_expression::{Var, Const};
+pub use property::filter::arithmetic_expression::ArithmeticExpression;
+pub use property::filter::node_property_filter::NodeFilter;
+pub use property::filter::edge_property_filter::EdgeFilter;
+pub use property::filter::hash_property_cache::{HashNodeCache, HashEdgeCache};
+
+
+
+type PropertyResult<T> = Result<T, PropertyError>;
+
+
+pub trait Expression {
+    // Get the result of expression as a Json Value.
+    fn get_value(&self, var: &JsonValue) -> PropertyResult<JsonValue>;
+}
+
+
+pub trait NodeCache<Id: IdType> {
+
+    fn get(&self, id:Id) -> PropertyResult<JsonValue>;
+
+    fn set(&mut self, id:Id, value: JsonValue) -> bool;
+}
+
+
+pub trait EdgeCache<Id: IdType> {
+
+    fn get(&self, src: Id, dst: Id) -> PropertyResult<JsonValue>;
+
+    fn set(&mut self, src: Id, dst: Id, value: JsonValue) -> bool;
+}
+
diff --git a/src/property/filter/node_property_filter.rs b/src/property/filter/node_property_filter.rs
new file mode 100644
index 00000000..5d60d37f
--- /dev/null
+++ b/src/property/filter/node_property_filter.rs
@@ -0,0 +1,77 @@
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+// 1. Query the property graph with the given list of node ids/edge ids, by firstly getting the attribute
+// 2. build the hash map according to the queried values
+// 3. when running ,first pass the queried id to filter function, then get value with the hashmap.get(id), then pass value to get_result recursion.
+
+
+use generic::IdType;
+use property::{PropertyGraph, PropertyError};
+use property::filter::{Expression, NodeCache, PropertyResult};
+
+
+pub struct NodeFilter<'a, Id: IdType> {
+
+    expression: &'a Expression,
+
+    node_property_cache: &'a mut NodeCache<Id>,
+}
+
+impl<'a, Id: IdType> NodeFilter<'a, Id> {
+//    pub fn new(expression: &'static Expression) -> Self {
+//        NodeFilter {
+//            expression,
+//            node_property_cache: &HashNodeCache::new()
+//        }
+//    }
+
+    pub fn from_cache(expression: &'a Expression, node_property_cache: &'a mut NodeCache<Id>) -> Self {
+        NodeFilter {
+            expression,
+            node_property_cache
+        }
+    }
+
+    pub fn pre_fetch(&mut self, ids: &[Id], property_graph: &PropertyGraph<Id, Err=()>) -> PropertyResult<()> {
+
+        for id in ids {
+            if let Some(result) = property_graph.get_node_property_all(id.clone())? {
+                self.node_property_cache.set(id.clone(), result);
+            }
+        }
+        Ok(())
+    }
+
+    pub fn get_result(&self, id: Id) -> PropertyResult<bool> {
+        let var = self.node_property_cache.get(id)?;
+        let result = self.expression.get_value(&var)?;
+
+        match result.as_bool() {
+            Some(x) => Ok(x),
+            None => Err(PropertyError::BooleanExpressionError)
+        }
+    }
+
+    pub fn filter(&self, id: Id) -> bool {
+        self.get_result(id).unwrap_or_default()
+    }
+}
diff --git a/src/property/filter/predicate_expression.rs b/src/property/filter/predicate_expression.rs
new file mode 100644
index 00000000..6ed0fe59
--- /dev/null
+++ b/src/property/filter/predicate_expression.rs
@@ -0,0 +1,82 @@
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+
+use property::filter::{Expression, PropertyResult};
+use property::filter::expression_operator::*;
+
+use json::JsonValue;
+
+
+pub struct PredicateExpression<'a> {
+    // expression on the LHS of operator
+    left: &'a Expression,
+    // expression on the RHS of operator
+    right: &'a Expression,
+    // operator used in predicator
+    operator: PredicateOperator
+}
+
+impl<'a> PredicateExpression<'a> {
+
+    pub fn new(left: &'a Expression, right: &'a Expression, operator: PredicateOperator) -> Self {
+        PredicateExpression {
+            left,
+            right,
+            operator
+        }
+    }
+}
+
+impl<'a> Expression for PredicateExpression<'a> {
+    // Return the resulting value of expression.
+    // Firstly get the values of expressions on both sides.
+    // Then calculate the result based on operator.
+    fn get_value(&self, var: &JsonValue) -> PropertyResult<JsonValue> {
+        // Get values of left and right expressions.
+        let exp1 = self.left.get_value(&var)?;
+        let exp2 = self.right.get_value(&var)?;
+
+        // Perform operator on left and right values.
+        match self.operator {
+            // Logical
+            PredicateOperator::AND           =>     and(exp1, exp2),
+            PredicateOperator::OR            =>     or(exp1, exp2),
+
+            // Numeric Comparison
+            PredicateOperator::LessThan      =>     less_than(exp1, exp2),
+            PredicateOperator::LessEqual     =>     less_equal(exp1, exp2),
+            PredicateOperator::GreaterThan   =>     greater_than(exp1, exp2),
+            PredicateOperator::GreaterEqual  =>     greater_equal(exp1, exp2),
+            PredicateOperator::Equal         =>     equal(exp1, exp2),
+            PredicateOperator::NotEqual      =>     not_equal(exp1, exp2),
+
+            // String Comparison
+            PredicateOperator::Contains      =>     contains(exp1, exp2),
+            PredicateOperator::StartsWith    =>     starts_with(exp1, exp2),
+            PredicateOperator::EndsWith      =>     ends_with(exp1, exp2),
+            PredicateOperator::Range         =>     range(exp1, exp2),
+
+            // Temporary place holder
+            _                                =>     ends_with(exp1, exp2)
+        }
+    }
+}
\ No newline at end of file
diff --git a/src/property/filter/value_expression.rs b/src/property/filter/value_expression.rs
new file mode 100644
index 00000000..e8dcb676
--- /dev/null
+++ b/src/property/filter/value_expression.rs
@@ -0,0 +1,73 @@
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+
+use property::PropertyError;
+use property::filter::{Expression, PropertyResult};
+
+use json::JsonValue;
+
+
+pub struct Var {
+    // queried attribute
+    attribute: String
+}
+
+impl Var {
+    pub fn new(attribute: String) -> Self {
+        Var {
+            attribute
+        }
+    }
+}
+
+impl Expression for Var {
+    // Get value of queried attribute of node
+    fn get_value(&self, var: &JsonValue) -> PropertyResult<JsonValue> {
+        let result = &var[&self.attribute];
+        if !result.is_null() {
+            Ok(result.clone())
+        } else {
+            Err(PropertyError::JsonObjectFieldError)
+        }
+    }
+}
+
+
+pub struct Const {
+    // value of constant defined in query
+    value: JsonValue
+}
+
+impl Const {
+    pub fn new(value: JsonValue) -> Self {
+        Const {
+            value
+        }
+    }
+}
+
+impl Expression for Const {
+    // get the value of constant
+    fn get_value(&self, _var: &JsonValue) -> PropertyResult<JsonValue> {
+        Ok(self.value.clone())
+    }
+}
diff --git a/src/property/mod.rs b/src/property/mod.rs
index 5ba336a1..24bffd6d 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -20,6 +20,7 @@
  */
 pub mod cached_property;
 pub mod sled_property;
+pub mod filter;
 
 pub use property::cached_property::CachedProperty;
 pub use property::sled_property::SledProperty;
@@ -53,6 +54,14 @@ pub enum PropertyError{
     BincodeError(std::boxed::Box<bincode::ErrorKind>),
     FromUtf8Error(std::string::FromUtf8Error),
     JsonError(json::Error),
+
+    JsonObjectFieldError,
+    BooleanExpressionError,
+    StringExpressionError,
+    NumberExpressionError,
+    EdgeNotFoundError,
+    NodeNotFoundError,
+    UnknownError,
 }
 
 impl From<sled::Error<()>> for PropertyError{
@@ -77,3 +86,9 @@ impl From<json::Error> for PropertyError{
         PropertyError::JsonError(error)
     }
 }
+
+impl From<()> for PropertyError{
+    fn from(_error: ()) -> Self {
+        PropertyError::UnknownError
+    }
+}
diff --git a/src/property/predicator.rs b/src/property/predicator.rs
new file mode 100644
index 00000000..d08f836d
--- /dev/null
+++ b/src/property/predicator.rs
@@ -0,0 +1,296 @@
+///*
+// * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+// *
+// * Licensed to the Apache Software Foundation (ASF) under one
+// * or more contributor license agreements.  See the NOTICE file
+// * distributed with this work for additional information
+// * regarding copyright ownership.  The ASF licenses this file
+// * to you under the Apache License, Version 2.0 (the
+// * "License"); you may not use this file except in compliance
+// * with the License.  You may obtain a copy of the License at
+// *
+// *   http://www.apache.org/licenses/LICENSE-2.0
+// *
+// * Unless required by applicable law or agreed to in writing,
+// * software distributed under the License is distributed on an
+// * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+// * KIND, either express or implied.  See the License for the
+// * specific language governing permissions and limitations
+// * under the License.
+// */
+//
+//use json::JsonValue;
+//
+//use property::{PropertyGraph, SledProperty};
+//use generic::IdType;
+//
+//use std::collections::HashMap;
+//
+//
+//pub trait StringExpression<Id: IdType> {
+//    fn get_string_result(&self, id_map: HashMap<usize, Id>, property_graph: &PropertyGraph<Id>) -> String;
+//}
+//
+//
+//pub trait BoolExpression<Id: IdType> {
+//    fn get_bool_result(&self, id_map: HashMap<usize, Id>, property_graph: &PropertyGraph<Id>) -> bool;
+//}
+//
+//
+//pub trait NumExpression<Id: IdType> {
+//    fn get_num_result(&self, id_map: HashMap<usize, Id>, property_graph: &PropertyGraph<Id>) -> f64;
+//}
+//
+//
+//pub struct Var {
+//    id: usize,
+//    attribute: String
+//}
+//
+//
+//pub struct Const {
+//    value: JsonValue
+//}
+//
+//
+//// BoolExpression
+//pub struct NumCompare<Id: IdType> {
+//    left: NumExpression<Id>,
+//    right: NumExpression<Id>,
+//    operator: String
+//}
+//
+//
+//pub struct StringCompare<Id: IdType> {
+//    left: StringExpression<Id>,
+//    right: StringExpression<Id>,
+//    operator: String
+//}
+//
+//
+//pub struct MathOperation<Id: IdType> {
+//
+//
+//}
+//
+//
+//pub struct StringOperation<Id: IdType> {
+//
+//
+//}
+//
+//
+//
+//
+//
+//
+//
+//
+////
+////pub struct SingleNumPredicator<Id: IdType> {
+////
+////    field: String,
+////    // <, =, >, <=, >=, !=
+////    operator: String,
+////
+////    value: f64
+////}
+////
+////
+////impl<Id: IdType> SingleNumPredicator<Id> {
+////
+////    pub fn new(field: String, operator: String, value: f64) -> Self {
+////        SingleNumPredicator {
+////            field,
+////            operator,
+////            value
+////        }
+////    }
+////
+////    fn filter(&self, value: f64) {
+////        match self.operator {
+////            "<" => value < self.value,
+////
+////            "=" => value == self.value,
+////
+////            ">" => value > self.value,
+////
+////            "<=" => value <= self.value,
+////
+////            ">=" => value >= self.value,
+////
+////            "!=" => value != self.value,
+////
+////            _ => panic!("Invalid operator")
+////        }
+////    }
+////
+////}
+////
+////
+//impl<Id: IdType> Predicator<Id> for SingleNumPredicator<Id> {
+//    fn filter_nodes(&self, nodes: Vec<Id>, property_graph: &PropertyGraph<Id>) -> Vec<Id> {
+//        let mut filtered_nodes: Vec<Id> = Vec::new();
+//        for node in nodes {
+//            if Ok(Some(result)) = property_graph.get_node_property(node, vec![self.field.to_owned()]) {
+//                if self.filter(result[self.field]) {
+//                    filtered_nodes.push(node);
+//                }
+//            }
+//        }
+//        filtered_nodes
+//    }
+//
+//    fn get_field(&self) -> String {
+//        self.field.clone()
+//    }
+////}
+////
+////
+////pub struct RangeNumPredicator<Id: IdType> {
+////
+////    field: String,
+////
+////    operator: (String, String),
+////
+////    value: (f64, f64)
+////}
+////
+////
+////impl<Id: IdType> RangeNumPredicator<Id> {
+////
+////    pub fn new(field: String, operator: (String, String), value: (f64, f64)) -> Self {
+////        RangeNumPredicator {
+////            field,
+////            operator,
+////            value
+////        }
+////    }
+////
+////    fn filter(&self, value: f64) {
+////        match self.operator {
+////            ("<", "<") => value < self.value.1 && value > self.value.0,
+////
+////            ("<", "<=") => value <= self.value.1 && value > self.value.0,
+////
+////            ("<=", "<") => value < self.value.1 && value >= self.value.0,
+////
+////            ("<=", "<=") => value <= self.value.1 && value >= self.value.0,
+////
+////            _ => panic!("Invalid operator")
+////        }
+////    }
+////
+////}
+////
+////
+////impl<Id: IdType> Predicator<Id> for RangeNumPredicator<Id> {
+////    fn filter_nodes(&self, nodes: Vec<Id>, property_graph: &PropertyGraph<Id>) -> Vec<Id> {
+////        let mut filtered_nodes: Vec<Id> = Vec::new();
+////        for node in nodes {
+////            if Ok(Some(result)) = property_graph.get_node_property(node, vec![self.field.to_owned()]) {
+////                if self.filter(result[self.field]) {
+////                    filtered_nodes.push(node);
+////                }
+////            }
+////        }
+////        filtered_nodes
+////    }
+////
+////    fn get_field(&self) -> String {
+////        self.field.clone()
+////    }
+////}
+////
+////
+////#[cfg(test)]
+////mod test {
+////    use super::*;
+////    use json::{array, object};
+////    use std::collections::HashMap;
+////
+////    #[test]
+////    fn test_single_num_operator() {
+////        let mut node_property = HashMap::new();
+////        let mut edge_property = HashMap::new();
+////
+////        node_property.insert(
+////            0u32,
+////            object!(
+////            "name"=>"John",
+////            "age"=>12,
+////            "is_member"=>true,
+////            "scores"=>array![9,8,10],
+////            ),
+////        );
+////
+////        node_property.insert(
+////            1,
+////            object!(
+////            "name"=>"Marry",
+////            "age"=>13,
+////            "is_member"=>false,
+////            "scores"=>array![10,10,9],
+////            ),
+////        );
+////
+////        edge_property.insert(
+////            (0, 1),
+////            object!(
+////            "friend_since"=>"2018-11-15",
+////            ),
+////        );
+////
+////        let path = Path::new("/home/wangran/RustProjects/PatMatch/PropertyGraph/test_data/undirected");
+////        let graph = SledProperty::with_data(path,node_property.into_iter(),
+////                                            edge_property.into_iter(), false).unwrap();
+////
+////        let single_num_predicator = SingleNumPredicator::new("age", ">", 12);
+////        let mut ids = vec![0, 1];
+////        let result = single_num_predicator.filter_nodes(ids, graph);
+////        assert_eq!(result, vec![1]);
+////    }
+////
+////    fn test_range_num_operator() {
+////        let mut node_property = HashMap::new();
+////        let mut edge_property = HashMap::new();
+////
+////        node_property.insert(
+////            0u32,
+////            object!(
+////            "name"=>"John",
+////            "age"=>12,
+////            "is_member"=>true,
+////            "scores"=>array![9,8,10],
+////            ),
+////        );
+////
+////        node_property.insert(
+////            1,
+////            object!(
+////            "name"=>"Marry",
+////            "age"=>13,
+////            "is_member"=>false,
+////            "scores"=>array![10,10,9],
+////            ),
+////        );
+////
+////        edge_property.insert(
+////            (0, 1),
+////            object!(
+////            "friend_since"=>"2018-11-15",
+////            ),
+////        );
+////
+////        let path = Path::new("/home/wangran/RustProjects/PatMatch/PropertyGraph/test_data/undirected");
+////        let graph = SledProperty::with_data(path,node_property.into_iter(),
+////                                            edge_property.into_iter(), false).unwrap();
+////
+////        let range_num_predicator = RangeNumPredicator::new("age", ("<", "<="), (5, 12));
+////        let mut ids = vec![0, 1];
+////        let result = range_num_predicator.filter_nodes(ids, graph);
+////        assert_eq!(result, vec![1]);
+////    }
+////
+////
+////}
\ No newline at end of file
diff --git a/src/property/sled_property.rs b/src/property/sled_property.rs
index e28be714..87c2b45b 100644
--- a/src/property/sled_property.rs
+++ b/src/property/sled_property.rs
@@ -22,7 +22,8 @@
 use std::mem::swap;
 use std::path::Path;
 
-use sled::{Tree, ConfigBuilder};
+use sled::Db as Tree;
+use sled::ConfigBuilder;
 use json::JsonValue;
 use bincode;
 

From 78049b132e3cb9b65de3fadef212e9fc5a18e604 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Fri, 18 Jan 2019 15:30:31 +1100
Subject: [PATCH 070/391] Added tests for property graph

---
 tests/property.rs | 252 ++++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 252 insertions(+)
 create mode 100644 tests/property.rs

diff --git a/tests/property.rs b/tests/property.rs
new file mode 100644
index 00000000..944792d0
--- /dev/null
+++ b/tests/property.rs
@@ -0,0 +1,252 @@
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+extern crate rust_graph;
+extern crate json;
+
+use std::collections::HashMap;
+
+use rust_graph::property::*;
+use rust_graph::property::filter::*;
+use json::JsonValue;
+use json::number::Number;
+use json::{array, object};
+
+
+#[test]
+fn test_boolean_expression() {
+    // WHERE a.is_member;
+    let exp = Var::new("is_member".to_owned());
+
+    let property_graph = create_cached_property();
+
+    let mut node_cache = HashNodeCache::new();
+    let mut property_filter = NodeFilter::from_cache(&exp, &mut node_cache);
+
+    property_filter.pre_fetch(&[0, 1], &property_graph);
+
+    let result0 = property_filter.get_result(0);
+    let result1 = property_filter.get_result(1);
+
+    assert_eq!(result0.unwrap(), true);
+    assert_eq!(result1.unwrap(), false);
+}
+
+
+#[test]
+fn test_num_compare_expression() {
+    // WHERE a.age > 25;
+
+    let exp0 = Var::new("age".to_owned());
+    let exp1 = Const::new(JsonValue::Number(Number::from(25)));
+    let exp = PredicateExpression::new(&exp0, &exp1, PredicateOperator::GreaterThan);
+
+
+    let property_graph = create_cached_property();
+
+    let mut node_cache = HashNodeCache::new();
+    let mut property_filter = NodeFilter::from_cache(&exp, &mut node_cache);
+
+    property_filter.pre_fetch(&[0, 1], &property_graph);
+    let result0 = property_filter.get_result(0);
+    let result1 = property_filter.get_result(1);
+
+    assert_eq!(result0.unwrap(), false);
+    assert_eq!(result1.unwrap(), true);
+}
+
+
+#[test]
+fn test_arithmetic_expression() {
+    // WHERE a.age + 10 > 35;
+
+    let exp0 = Var::new("age".to_owned());
+    let exp1 = Const::new(JsonValue::Number(Number::from(10)));
+    let exp2 = ArithmeticExpression::new(&exp0, &exp1, ArithmeticOperator::Add);
+    let exp3 = Const::new(JsonValue::Number(Number::from(35)));
+
+    let exp = PredicateExpression::new(&exp2, &exp3, PredicateOperator::GreaterThan);
+
+
+    let property_graph = create_cached_property();
+
+    let mut node_cache = HashNodeCache::new();
+    let mut property_filter = NodeFilter::from_cache(&exp, &mut node_cache);
+
+    property_filter.pre_fetch(&[0, 1], &property_graph);
+    let result0 = property_filter.get_result(0);
+    let result1 = property_filter.get_result(1);
+
+    let result: Vec<u32> = vec![0, 1].into_iter().filter(|x| property_filter.filter(*x)).collect();
+
+    assert_eq!(result0.unwrap(), false);
+    assert_eq!(result1.unwrap(), true);
+    assert_eq!(result, vec![1]);
+}
+
+
+#[test]
+fn test_logical_expression() {
+    // WHERE a.age + 10 > 35 AND a.is_member;
+
+    let exp0 = Var::new("age".to_owned());
+    let exp1 = Const::new(JsonValue::Number(Number::from(10)));
+    let exp2 = ArithmeticExpression::new(&exp0, &exp1, ArithmeticOperator::Add);
+    let exp3 = Const::new(JsonValue::Number(Number::from(35)));
+    let exp4 = PredicateExpression::new(&exp2, &exp3, PredicateOperator::LessEqual);
+    let exp5 = Var::new("is_member".to_owned());
+
+    let exp = PredicateExpression::new(&exp4, &exp5, PredicateOperator::AND);
+
+    let property_graph = create_cached_property();
+
+    let mut node_cache = HashNodeCache::new();
+    let mut property_filter = NodeFilter::from_cache(&exp, &mut node_cache);
+
+    property_filter.pre_fetch(&[0, 1], &property_graph);
+    let result0 = property_filter.get_result(0);
+    let result1 = property_filter.get_result(1);
+
+    assert_eq!(result0.unwrap(), true);
+    assert_eq!(result1.unwrap(), false);
+}
+
+
+#[test]
+fn test_string_compare_expression() {
+    // WHERE a.name CONTAINS "arr";
+
+    let exp0 = Var::new("name".to_owned());
+    let exp1 = Const::new(JsonValue::String("arr".to_owned()));
+    let exp = PredicateExpression::new(&exp0, &exp1, PredicateOperator::Contains);
+
+    let property_graph = create_cached_property();
+
+    let mut node_cache = HashNodeCache::new();
+    let mut property_filter = NodeFilter::from_cache(&exp, &mut node_cache);
+
+    property_filter.pre_fetch(&[0, 1], &property_graph);
+    let result0 = property_filter.get_result(0);
+    let result1 = property_filter.get_result(1);
+
+    assert_eq!(result0.unwrap(), false);
+    assert_eq!(result1.unwrap(), true);
+}
+
+#[test]
+fn test_string_concat_expression() {
+    // WHERE a.name + "hello" CONTAINS "arr";
+
+    let exp0 = Var::new("name".to_owned());
+    let exp1 = Const::new(JsonValue::String("hello".to_owned()));
+    let exp2 = ArithmeticExpression::new(&exp0, &exp1, ArithmeticOperator::Concat);
+    let exp3 = Const::new(JsonValue::String("yhello".to_owned()));
+
+    let exp = PredicateExpression::new(&exp2, &exp3, PredicateOperator::Contains);
+
+    let property_graph = create_cached_property();
+
+    let mut node_cache = HashNodeCache::new();
+    let mut property_filter = NodeFilter::from_cache(&exp, &mut node_cache);
+
+    property_filter.pre_fetch(&[0, 1], &property_graph);
+    let result0 = property_filter.get_result(0);
+    let result1 = property_filter.get_result(1);
+
+    assert_eq!(result0.unwrap(), false);
+    assert_eq!(result1.unwrap(), true);
+}
+
+
+#[test]
+fn test_range_predicate_expression() {
+    // WHERE 18 <= a.age <= 22;
+
+    let exp0 = Var::new("age".to_owned());
+    let exp1 = Const::new(array![JsonValue::Number(Number::from(18)), JsonValue::Number(Number::from(22))]);
+    let exp = PredicateExpression::new(&exp0, &exp1, PredicateOperator::Range);
+
+
+    let property_graph = create_cached_property();
+
+    let mut node_cache = HashNodeCache::new();
+    let mut property_filter = NodeFilter::from_cache(&exp, &mut node_cache);
+
+    property_filter.pre_fetch(&[0, 1], &property_graph);
+    let result0 = property_filter.get_result(0);
+    let result1 = property_filter.get_result(1);
+
+    assert_eq!(result0.unwrap(), true);
+    assert_eq!(result1.unwrap(), false);
+}
+
+
+#[test]
+fn test_error_boolean_expression() {
+    // WHERE a.is_member;
+    let exp = Var::new("age".to_owned());
+
+    let property_graph = create_cached_property();
+
+    let mut node_cache = HashNodeCache::new();
+    let mut property_filter = NodeFilter::from_cache(&exp, &mut node_cache);
+
+    property_filter.pre_fetch(&[0, 1], &property_graph);
+    let result0 = property_filter.get_result(0);
+    let result1 = property_filter.get_result(1);
+
+    assert_eq!(result0.is_err(), true);
+    assert_eq!(result1.is_err(), true);
+}
+
+
+fn create_cached_property() -> CachedProperty<u32> {
+    let mut node_property = HashMap::new();
+    let mut edge_property = HashMap::new();
+
+    node_property.insert(
+        0u32,
+        object!(
+            "name"=>"John",
+            "age"=>20,
+            "is_member"=>true,
+            "scores"=>array![9,8,10],
+            ),
+    );
+
+    node_property.insert(
+        1,
+        object!(
+            "name"=>"Marry",
+            "age"=>30,
+            "is_member"=>false,
+            "scores"=>array![10,10,9],
+            ),
+    );
+
+    edge_property.insert(
+        (0, 1),
+        object!(
+            "friend_since"=>"2018-11-15",
+            ),
+    );
+
+    CachedProperty::with_data(node_property, edge_property, false)
+}

From 8048f3647702fc7231f6093981ee7a549a28074a Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Fri, 18 Jan 2019 15:31:48 +1100
Subject: [PATCH 071/391] Changed the version of SLED

---
 Cargo.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Cargo.toml b/Cargo.toml
index 0374d7ef..5e79bd6f 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -24,7 +24,7 @@ regex = {version = "1", optional = true }
 seahash = "3.0.5"
 fnv = "1.0.6"
 json = "0.11.13"
-sled = "0.16.2"
+sled = "0.17.4"
 fixedbitset = { git = "https://github.com/vks/fixedbitset", branch = "faster-iter" }
 
 [dev-dependencies]

From 1d4c5c8f0313621cc3633f204aee6843408789a2 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Sun, 20 Jan 2019 14:20:02 +1100
Subject: [PATCH 072/391] Replaced the use of JsonValue to SerdeValue

---
 Cargo.toml                                   |   1 +
 src/lib.rs                                   |   1 +
 src/property/expression/filter.rs            | 105 -------
 src/property/expression/mod.rs               |  98 ------
 src/property/expression/operators.rs         | 233 ---------------
 src/property/expression/predicate.rs         |  94 ------
 src/property/expression/value.rs             |  75 -----
 src/property/filter/arithmetic_expression.rs |   4 +-
 src/property/filter/expression_operator.rs   |  88 +++---
 src/property/filter/hash_property_cache.rs   |  14 +-
 src/property/filter/mod.rs                   |  12 +-
 src/property/filter/predicate_expression.rs  |   4 +-
 src/property/filter/value_expression.rs      |  10 +-
 src/property/predicator.rs                   | 296 -------------------
 14 files changed, 66 insertions(+), 969 deletions(-)
 delete mode 100644 src/property/expression/filter.rs
 delete mode 100644 src/property/expression/mod.rs
 delete mode 100644 src/property/expression/operators.rs
 delete mode 100644 src/property/expression/predicate.rs
 delete mode 100644 src/property/expression/value.rs
 delete mode 100644 src/property/predicator.rs

diff --git a/Cargo.toml b/Cargo.toml
index 5e79bd6f..ec7af1cd 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -26,6 +26,7 @@ fnv = "1.0.6"
 json = "0.11.13"
 sled = "0.17.4"
 fixedbitset = { git = "https://github.com/vks/fixedbitset", branch = "faster-iter" }
+serde_json = "1.0"
 
 [dev-dependencies]
 tempfile = "3.0.4"
diff --git a/src/lib.rs b/src/lib.rs
index 0957336b..2206b99a 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -29,6 +29,7 @@ extern crate json;
 extern crate rand;
 extern crate serde;
 extern crate sled;
+extern crate serde_json;
 #[macro_use]
 extern crate log;
 #[macro_use]
diff --git a/src/property/expression/filter.rs b/src/property/expression/filter.rs
deleted file mode 100644
index 42706a98..00000000
--- a/src/property/expression/filter.rs
+++ /dev/null
@@ -1,105 +0,0 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-
-// 1. Query the property graph with the given list of node ids/edge ids, by firstly getting the attribute
-// 2. build the hash map according to the queried values
-// 3. when running ,first pass the queried id to filter function, then get value with the hashmap.get(id), then pass value to get_result recursion.
-
-use generic::IdType;
-use property::PropertyGraph;
-use property::expression::{Expression, VarMap, VarHashMap};
-
-
-struct Filter<'a, 'b, Id: IdType + 'a> {
-
-    expression: Box<Expression + 'a>,
-
-    property_cache: Box<VarMap<Id> + 'b>,
-}
-
-impl<'a, 'b, Id: IdType + 'a> Filter<'a, 'b, Id> {
-    pub fn new(expression: Box<Expression + 'a>) {
-        Filter {
-            expression,
-            property_cache: Box::new(VarHashMap::new())
-        }
-    }
-
-    pub fn from_cache(expression: Box<Expression + 'a>, property_values: Box<VarMap<Id> + 'b>) {
-        Filter {
-            expression,
-            property_cache: property_values
-        }
-    }
-
-    pub fn fetch_node_property(&mut self, ids: &[Id], property_graph: &PropertyGraph<Id>) {
-        let attribute = self.expression.get_attribute();
-
-        for id in ids.clone() {
-            if let Ok(Some(result)) = property_graph.get_node_property(id, vec![attribute]) {
-                self.property_cache.set_node(id, result[attribute]);
-            }
-        }
-    }
-
-    pub fn fetch_edge_property(&mut self, ids: &[(Id, Id)], property_graph: &PropertyGraph<Id>) {
-        let attribute = self.expression.get_attribute();
-
-        for id in ids.clone() {
-            if let Ok(Some(result)) = property_graph.get_edge_property(id.0, id.1, vec![attribute]) {
-                self.property_cache.set_node(id, result[attribute]);
-            }
-        }
-    }
-
-    // Rewrite with macro
-    pub fn check_by_node(&self, id: Id) -> Result<bool, &'static str> {
-        let var = self.property_cache.get_node(id)?;
-        let result = self.expression.get_value(var)?;
-
-        match result.as_bool() {
-            Some(x) => Ok(x),
-            None => Err("Invalid Json value, bool expected")
-        }
-    }
-
-    // Rewrite with macro
-    pub fn check_by_edge(&self, id: (Id, Id)) -> Result<bool, &'static str> {
-        let var = self.property_cache.get_edge(id)?;
-        let result = self.expression.get_value(var)?;
-
-        match result.as_bool() {
-            Some(x) => Ok(x),
-            None => Err("Invalid Json value, bool expected")
-        }
-    }
-}
-
-
-//#[cfg(test)]
-//mod test {
-//    use super::*;
-//    use json::{array, object};
-//    use std::collections::HashMap;
-//
-//    #[test]
-//    fn test_single_num_operator() {}
-//}
\ No newline at end of file
diff --git a/src/property/expression/mod.rs b/src/property/expression/mod.rs
deleted file mode 100644
index f0bd460d..00000000
--- a/src/property/expression/mod.rs
+++ /dev/null
@@ -1,98 +0,0 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-
-// 1. Change to refcell
-// 2. Add error types
-// 3. Change cache to store json object (all attributes)
-// 4. Add comments
-// 5. exp ma ager prefetch
-
-// 1. edge p f/ n p f
-// 2. possible errors listed
-
-pub mod filter;
-pub mod value;
-pub mod predicate;
-pub mod operators;
-
-use generic::IdType;
-use json::JsonValue;
-
-use std::collections::HashMap;
-
-
-pub trait Expression {
-    // Get the result of expression as a Json Value.
-    fn get_value(&self, var: JsonValue) -> Result<JsonValue, &'static str>;
-
-    fn get_attribute(&self) -> String;
-}
-
-
-pub trait VarMap<Id: IdType> {
-
-    fn get_node(&self, id:Id) -> Result<JsonValue, &'static str>;
-
-    fn set_node(&self, id:Id, value: JsonValue);
-
-    fn get_edge(&self, id:(Id, Id)) -> Result<JsonValue, &'static str>;
-
-    fn set_edge(&self, id:(Id, Id), value: JsonValue);
-}
-
-
-pub struct VarHashMap<Id: IdType> {
-    node_map: HashMap<Id, JsonValue>,
-    edge_map: HashMap<(Id, Id), JsonValue>
-}
-
-impl<Id: IdType> VarHashMap<Id> {
-    pub fn new() {
-        VarHashMap {
-            node_map: HashMap::new(),
-            edge_map: HashMap::new()
-        }
-    }
-}
-
-impl<Id: IdType> VarMap for VarHashMap<Id> {
-    fn get_node(&self, id: Id) -> Result<JsonValue, &'static str> {
-        match self.node_map.get(id) {
-            Some(value) => Ok(value.clone()),
-            None => Err("Node Id not found")
-        }
-    }
-
-    fn set_node(&mut self, id: Id, value: JsonValue) {
-        self.node_map.insert(id, value);
-    }
-
-    fn get_edge(&self, id: (Id, Id)) -> Result<JsonValue, &'static str> {
-        match self.edge_map.get(id) {
-            Some(value) => Ok(value.clone()),
-            None => Err("Edge Id not found")
-        }
-    }
-
-    fn set_edge(&mut self, id: (Id, Id), value: JsonValue) {
-        self.edge_map.insert(id, value);
-    }
-}
\ No newline at end of file
diff --git a/src/property/expression/operators.rs b/src/property/expression/operators.rs
deleted file mode 100644
index 10be2276..00000000
--- a/src/property/expression/operators.rs
+++ /dev/null
@@ -1,233 +0,0 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-
-use json::JsonValue;
-use json::number::Number;
-
-
-pub enum Operator {
-    // Logical
-    AND,
-    OR,
-    XOR,
-    // Not Supported
-    NOT,
-    // Not Supported
-
-    // Numeric Comparison
-    LessThan,
-    LessEqual,
-    GreaterThan,
-    GreaterEqual,
-    Equal,
-    NotEqual,
-
-    // String Comparison
-    Contains,
-    StartsWith,
-    EndsWith,
-    Regex,
-    // Not Supported
-
-    // Mathematical Operation
-    Add,
-    Subtract,
-    Multiply,
-    Divide,
-    Modulo,
-    Power,
-
-    // String Operation
-    Concat,
-
-    // Other
-    IsNull,
-    // Not Supported
-    IsNotNull,
-    // Not Supported
-}
-
-
-// Logical
-
-pub fn and(exp1: JsonValue, exp2: JsonValue) -> Result<JsonValue, &'static str> {
-    if exp1.as_bool().is_some() && exp2.as_bool().is_some() {
-        Ok(JsonValue::Boolean(exp1.as_bool().unwrap() && exp2.as_bool().unwrap()))
-    } else {
-        Err("Invalid Json value, bool expected.")
-    }
-}
-
-pub fn or(exp1: JsonValue, exp2: JsonValue) -> Result<JsonValue, &'static str> {
-    if exp1.as_bool().is_some() && exp2.as_bool().is_some() {
-        Ok(JsonValue::Boolean(exp1.as_bool().unwrap() || exp2.as_bool().unwrap()))
-    } else {
-        Err("Invalid Json value, bool expected.")
-    }
-}
-
-
-// Numeric Comparison
-
-pub fn less_than(exp1: JsonValue, exp2: JsonValue) -> Result<JsonValue, &'static str> {
-    if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        Ok(JsonValue::Boolean(exp1.as_f64().unwrap() < exp2.as_f64().unwrap()))
-    } else {
-        Err("Invalid Json value, number expected.")
-    }
-}
-
-pub fn less_equal(exp1: JsonValue, exp2: JsonValue) -> Result<JsonValue, &'static str> {
-    if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        Ok(JsonValue::Boolean(exp1.as_f64().unwrap() <= exp2.as_f64().unwrap()))
-    } else {
-        Err("Invalid Json value, number expected.")
-    }
-}
-
-pub fn greater_than(exp1: JsonValue, exp2: JsonValue) -> Result<JsonValue, &'static str> {
-    if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        Ok(JsonValue::Boolean(exp1.as_f64().unwrap() > exp2.as_f64().unwrap()))
-    } else {
-        Err("Invalid Json value, number expected.")
-    }
-}
-
-pub fn greater_equal(exp1: JsonValue, exp2: JsonValue) -> Result<JsonValue, &'static str> {
-    if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        Ok(JsonValue::Boolean(exp1.as_f64().unwrap() >= exp2.as_f64().unwrap()))
-    } else {
-        Err("Invalid Json value, number expected.")
-    }
-}
-
-pub fn equal(exp1: JsonValue, exp2: JsonValue) -> Result<JsonValue, &'static str> {
-    if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        Ok(JsonValue::Boolean(exp1.as_f64().unwrap() == exp2.as_f64().unwrap()))
-    } else {
-        Err("Invalid Json value, number expected.")
-    }
-}
-
-pub fn not_equal(exp1: JsonValue, exp2: JsonValue) -> Result<JsonValue, &'static str> {
-    if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        Ok(JsonValue::Boolean(exp1.as_f64().unwrap() != exp2.as_f64().unwrap()))
-    } else {
-        Err("Invalid Json value, number expected.")
-    }
-}
-
-
-// String Comparison
-
-pub fn contains(exp1: JsonValue, exp2: JsonValue) -> Result<JsonValue, &'static str> {
-    if exp1.as_str().is_some() && exp2.as_str().is_some() {
-        Ok(JsonValue::Boolean(exp1.as_str().unwrap().contains(exp2.as_str().unwrap())))
-    } else {
-        Err("Invalid Json value, string expected.")
-    }
-}
-
-pub fn starts_with(exp1: JsonValue, exp2: JsonValue) -> Result<JsonValue, &'static str> {
-    if exp1.as_str().is_some() && exp2.as_str().is_some() {
-        Ok(JsonValue::Boolean(exp1.as_str().unwrap().starts_with(exp2.as_str().unwrap())))
-    } else {
-        Err("Invalid Json value, string expected.")
-    }
-}
-
-pub fn ends_with(exp1: JsonValue, exp2: JsonValue) -> Result<JsonValue, &'static str> {
-    if exp1.as_str().is_some() && exp2.as_str().is_some() {
-        Ok(JsonValue::Boolean(exp1.as_str().unwrap().ends_with(exp2.as_str().unwrap())))
-    } else {
-        Err("Invalid Json value, string expected.")
-    }
-}
-
-
-// Mathematical Operation
-
-pub fn add(exp1: JsonValue, exp2: JsonValue) -> Result<JsonValue, &'static str> {
-    if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        let number: Number = (exp1.as_f64().unwrap() + exp2.as_f64().unwrap()).into();
-        Ok(JsonValue::Number(number))
-    } else {
-        Err("Invalid Json value, number expected.")
-    }
-}
-
-pub fn subtract(exp1: JsonValue, exp2: JsonValue) -> Result<JsonValue, &'static str> {
-    if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        let number: Number = (exp1.as_f64().unwrap() - exp2.as_f64().unwrap()).into();
-        Ok(JsonValue::Number(number))
-    } else {
-        Err("Invalid Json value, number expected.")
-    }
-}
-
-pub fn multiply(exp1: JsonValue, exp2: JsonValue) -> Result<JsonValue, &'static str> {
-    if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        let number: Number = (exp1.as_f64().unwrap() * exp2.as_f64().unwrap()).into();
-        Ok(JsonValue::Number(number))
-    } else {
-        Err("Invalid Json value, number expected.")
-    }
-}
-
-pub fn divide(exp1: JsonValue, exp2: JsonValue) -> Result<JsonValue, &'static str> {
-    if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        let number: Number = (exp1.as_f64().unwrap() / exp2.as_f64().unwrap()).into();
-        Ok(JsonValue::Number(number))
-    } else {
-        Err("Invalid Json value, number expected.")
-    }
-}
-
-pub fn modulo(exp1: JsonValue, exp2: JsonValue) -> Result<JsonValue, &'static str> {
-    if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        let number: Number = (exp1.as_f64().unwrap() % exp2.as_f64().unwrap()).into();
-        Ok(JsonValue::Number(number))
-    } else {
-        Err("Invalid Json value, number expected.")
-    }
-}
-
-pub fn power(exp1: JsonValue, exp2: JsonValue) -> Result<JsonValue, &'static str> {
-    if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        let number: Number = (exp1.as_f64().unwrap().powf(exp2.as_f64().unwrap())).into();
-        Ok(JsonValue::Number(number))
-    } else {
-        Err("Invalid Json value, number expected.")
-    }
-}
-
-
-// String Operation
-
-pub fn concat(exp1: JsonValue, exp2: JsonValue) -> Result<JsonValue, &'static str> {
-    if exp1.as_str().is_some() && exp2.as_str().is_some() {
-        let mut result = exp1.as_str().unwrap().to_owned();
-        result.push_str(exp2.as_str().unwrap());
-        Ok(JsonValue::String(result))
-    } else {
-        Err("Invalid Json value, string expected.")
-    }
-}
diff --git a/src/property/expression/predicate.rs b/src/property/expression/predicate.rs
deleted file mode 100644
index 532b4a27..00000000
--- a/src/property/expression/predicate.rs
+++ /dev/null
@@ -1,94 +0,0 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-
-use property::expression::Expression;
-use property::expression::operators::*;
-
-use json::JsonValue;
-
-
-pub struct Predicate {
-    // expression on the LHS of operator
-    left: Expression,
-    // expression on the RHS of operator
-    right: Expression,
-    // operator used in predicator
-    operator: Operator
-}
-
-impl Predicate {
-
-    pub fn new(left: Expression, right: Expression, operator: Operator) -> Self {
-        Predicate {
-            left,
-            right,
-            operator
-        }
-    }
-}
-
-impl Expression for Predicate {
-    // Return the resulting value of expression.
-    // Firstly get the values of expressions on both sides.
-    // Then calculate the result based on operator.
-    fn get_value(&self, var: JsonValue) -> Result<JsonValue, &'static str> {
-        // Get values of left and right expressions.
-        let exp1 = self.left.get_value(var)?;
-        let exp2 = self.right.get_value(var)?;
-
-        // Perform operator on left and right values.
-        match self.operator {
-            // Logical
-            Operator::AND           =>     and(exp1, exp2),
-            Operator::OR            =>     or(exp1, exp2),
-
-            // Numeric Comparison
-            Operator::LessThan      =>     less_than(exp1, exp2),
-            Operator::LessEqual     =>     less_equal(exp1, exp2),
-            Operator::GreaterThan   =>     greater_than(exp1, exp2),
-            Operator::GreaterEqual  =>     greater_equal(exp1, exp2),
-            Operator::Equal         =>     equal(exp1, exp2),
-            Operator::NotEqual      =>     not_equal(exp1, exp2),
-
-            // String Comparison
-            Operator::Contains      =>     contains(exp1, exp2),
-            Operator::StartsWith    =>     starts_with(exp1, exp2),
-            Operator::EndsWith      =>     ends_with(exp1, exp2),
-
-            // Mathematical Operation
-            Operator::Add           =>     add(exp1, exp2),
-            Operator::Subtract      =>     subtract(exp1, exp2),
-            Operator::Multiply      =>     multiply(exp1, exp2),
-            Operator::Divide        =>     divide(exp1, exp2),
-            Operator::Modulo        =>     modulo(exp1, exp2),
-            Operator::Power         =>     power(exp1, exp2),
-
-            // String Operation
-            Operator::Concat        =>     concat(exp1, exp2)
-        }
-    }
-
-    fn get_attribute(&self) -> String {
-        let mut result = self.left.get_attribute();
-        result.push_str(&self.right.get_attribute());
-        result
-    }
-}
\ No newline at end of file
diff --git a/src/property/expression/value.rs b/src/property/expression/value.rs
deleted file mode 100644
index a9271e9d..00000000
--- a/src/property/expression/value.rs
+++ /dev/null
@@ -1,75 +0,0 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-
-use generic::IdType;
-use property::expression::Expression;
-
-use json::JsonValue;
-
-
-pub struct Var {
-    // queried attribute
-    attribute: String
-}
-
-impl Var {
-    pub fn new(attribute: String) -> Self {
-        Var {
-            attribute
-        }
-    }
-}
-
-impl Expression for Var {
-    // Get value of queried attribute of node
-    fn get_value<Id: IdType>(&self, var: JsonValue) -> Result<JsonValue, &'static str> {
-        Ok(var)
-    }
-
-    fn get_attribute(&self) -> String {
-        self.attribute
-    }
-}
-
-
-pub struct Const {
-    // value of constant defined in query
-    value: JsonValue
-}
-
-impl Const {
-    pub fn new(value: JsonValue) -> Self {
-        Const {
-            value
-        }
-    }
-}
-
-impl Expression for Const {
-    // get the value of constant
-    fn get_value<Id: IdType>(&self, var: JsonValue) -> Result<JsonValue, &'static str> {
-        Ok(self.value)
-    }
-
-    fn get_attribute(&self) -> String {
-        ""
-    }
-}
diff --git a/src/property/filter/arithmetic_expression.rs b/src/property/filter/arithmetic_expression.rs
index e46ae3bc..47e27e31 100644
--- a/src/property/filter/arithmetic_expression.rs
+++ b/src/property/filter/arithmetic_expression.rs
@@ -24,6 +24,8 @@ use property::filter::Expression;
 use property::filter::expression_operator::*;
 
 use json::JsonValue;
+use serde_json::Value;
+use serde_json::json;
 
 
 pub struct ArithmeticExpression<'a> {
@@ -50,7 +52,7 @@ impl<'a> Expression for ArithmeticExpression<'a> {
     // Return the resulting value of expression.
     // Firstly get the values of expressions on both sides.
     // Then calculate the result based on operator.
-    fn get_value(&self, var: &JsonValue) -> PropertyResult<JsonValue> {
+    fn get_value(&self, var: &Value) -> PropertyResult<Value> {
         // Get values of left and right expressions.
         let exp1 = self.left.get_value(var)?;
         let exp2 = self.right.get_value(var)?;
diff --git a/src/property/filter/expression_operator.rs b/src/property/filter/expression_operator.rs
index e1222477..31fcf505 100644
--- a/src/property/filter/expression_operator.rs
+++ b/src/property/filter/expression_operator.rs
@@ -22,8 +22,8 @@
 use property::PropertyError;
 use property::filter::PropertyResult;
 
-use json::JsonValue;
-use json::number::Number;
+use serde_json::{Value, Number};
+use serde_json::json;
 
 
 pub enum PredicateOperator {
@@ -77,17 +77,17 @@ pub enum ArithmeticOperator {
 
 // Logical
 
-pub fn and(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+pub fn and(exp1: Value, exp2: Value) -> PropertyResult<Value> {
     if exp1.as_bool().is_some() && exp2.as_bool().is_some() {
-        Ok(JsonValue::Boolean(exp1.as_bool().unwrap() && exp2.as_bool().unwrap()))
+        Ok(Value::Bool(exp1.as_bool().unwrap() && exp2.as_bool().unwrap()))
     } else {
         Err(PropertyError::BooleanExpressionError)
     }
 }
 
-pub fn or(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+pub fn or(exp1: Value, exp2: Value) -> PropertyResult<Value> {
     if exp1.as_bool().is_some() && exp2.as_bool().is_some() {
-        Ok(JsonValue::Boolean(exp1.as_bool().unwrap() || exp2.as_bool().unwrap()))
+        Ok(Value::Bool(exp1.as_bool().unwrap() || exp2.as_bool().unwrap()))
     } else {
         Err(PropertyError::BooleanExpressionError)
     }
@@ -96,62 +96,62 @@ pub fn or(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
 
 // Numeric Comparison
 
-pub fn less_than(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+pub fn less_than(exp1: Value, exp2: Value) -> PropertyResult<Value> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        Ok(JsonValue::Boolean(exp1.as_f64().unwrap() < exp2.as_f64().unwrap()))
+        Ok(Value::Bool(exp1.as_f64().unwrap() < exp2.as_f64().unwrap()))
     } else {
         Err(PropertyError::NumberExpressionError)
     }
 }
 
-pub fn less_equal(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+pub fn less_equal(exp1: Value, exp2: Value) -> PropertyResult<Value> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        Ok(JsonValue::Boolean(exp1.as_f64().unwrap() <= exp2.as_f64().unwrap()))
+        Ok(Value::Bool(exp1.as_f64().unwrap() <= exp2.as_f64().unwrap()))
     } else {
         Err(PropertyError::NumberExpressionError)
     }
 }
 
-pub fn greater_than(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+pub fn greater_than(exp1: Value, exp2: Value) -> PropertyResult<Value> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        Ok(JsonValue::Boolean(exp1.as_f64().unwrap() > exp2.as_f64().unwrap()))
+        Ok(Value::Bool(exp1.as_f64().unwrap() > exp2.as_f64().unwrap()))
     } else {
         Err(PropertyError::NumberExpressionError)
     }
 }
 
-pub fn greater_equal(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+pub fn greater_equal(exp1: Value, exp2: Value) -> PropertyResult<Value> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        Ok(JsonValue::Boolean(exp1.as_f64().unwrap() >= exp2.as_f64().unwrap()))
+        Ok(Value::Bool(exp1.as_f64().unwrap() >= exp2.as_f64().unwrap()))
     } else {
         Err(PropertyError::NumberExpressionError)
     }
 }
 
-pub fn equal(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+pub fn equal(exp1: Value, exp2: Value) -> PropertyResult<Value> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        Ok(JsonValue::Boolean(exp1.as_f64().unwrap() == exp2.as_f64().unwrap()))
+        Ok(Value::Bool(exp1.as_f64().unwrap() == exp2.as_f64().unwrap()))
     } else {
         Err(PropertyError::NumberExpressionError)
     }
 }
 
-pub fn not_equal(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+pub fn not_equal(exp1: Value, exp2: Value) -> PropertyResult<Value> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        Ok(JsonValue::Boolean(exp1.as_f64().unwrap() != exp2.as_f64().unwrap()))
+        Ok(Value::Bool(exp1.as_f64().unwrap() != exp2.as_f64().unwrap()))
     } else {
         Err(PropertyError::NumberExpressionError)
     }
 }
 
 
-pub fn range(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+pub fn range(exp1: Value, exp2: Value) -> PropertyResult<Value> {
     if exp1.is_array() && exp2.as_f64().is_some() {
         let value = exp2.as_f64().unwrap();
         let lower = exp1[0].as_f64();
         let upper = exp1[1].as_f64();
         if lower.is_some() && upper.is_some() {
-            Ok(JsonValue::Boolean(value >= lower.unwrap() && value <= upper.unwrap()))
+            Ok(Value::Bool(value >= lower.unwrap() && value <= upper.unwrap()))
         } else {
             Err(PropertyError::NumberExpressionError)
         }
@@ -160,7 +160,7 @@ pub fn range(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
         let lower = exp2[0].as_f64();
         let upper = exp2[1].as_f64();
         if lower.is_some() && upper.is_some() {
-            Ok(JsonValue::Boolean(value >= lower.unwrap() && value <= upper.unwrap()))
+            Ok(Value::Bool(value >= lower.unwrap() && value <= upper.unwrap()))
         } else {
             Err(PropertyError::NumberExpressionError)
         }
@@ -172,25 +172,25 @@ pub fn range(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
 
 // String Comparison
 
-pub fn contains(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+pub fn contains(exp1: Value, exp2: Value) -> PropertyResult<Value> {
     if exp1.as_str().is_some() && exp2.as_str().is_some() {
-        Ok(JsonValue::Boolean(exp1.as_str().unwrap().contains(exp2.as_str().unwrap())))
+        Ok(Value::Bool(exp1.as_str().unwrap().contains(exp2.as_str().unwrap())))
     } else {
         Err(PropertyError::StringExpressionError)
     }
 }
 
-pub fn starts_with(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+pub fn starts_with(exp1: Value, exp2: Value) -> PropertyResult<Value> {
     if exp1.as_str().is_some() && exp2.as_str().is_some() {
-        Ok(JsonValue::Boolean(exp1.as_str().unwrap().starts_with(exp2.as_str().unwrap())))
+        Ok(Value::Bool(exp1.as_str().unwrap().starts_with(exp2.as_str().unwrap())))
     } else {
         Err(PropertyError::StringExpressionError)
     }
 }
 
-pub fn ends_with(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+pub fn ends_with(exp1: Value, exp2: Value) -> PropertyResult<Value> {
     if exp1.as_str().is_some() && exp2.as_str().is_some() {
-        Ok(JsonValue::Boolean(exp1.as_str().unwrap().ends_with(exp2.as_str().unwrap())))
+        Ok(Value::Bool(exp1.as_str().unwrap().ends_with(exp2.as_str().unwrap())))
     } else {
         Err(PropertyError::StringExpressionError)
     }
@@ -199,55 +199,49 @@ pub fn ends_with(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue>
 
 // Mathematical Operation
 
-pub fn add(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+pub fn add(exp1: Value, exp2: Value) -> PropertyResult<Value> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        let number: Number = (exp1.as_f64().unwrap() + exp2.as_f64().unwrap()).into();
-        Ok(JsonValue::Number(number))
+        Ok(Value::Number(Number::from_f64(exp1.as_f64().unwrap() + exp2.as_f64().unwrap()).unwrap()))
     } else {
         Err(PropertyError::NumberExpressionError)
     }
 }
 
-pub fn subtract(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+pub fn subtract(exp1: Value, exp2: Value) -> PropertyResult<Value> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        let number: Number = (exp1.as_f64().unwrap() - exp2.as_f64().unwrap()).into();
-        Ok(JsonValue::Number(number))
+        Ok(Value::Number(Number::from_f64(exp1.as_f64().unwrap() - exp2.as_f64().unwrap()).unwrap()))
     } else {
         Err(PropertyError::NumberExpressionError)
     }
 }
 
-pub fn multiply(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+pub fn multiply(exp1: Value, exp2: Value) -> PropertyResult<Value> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        let number: Number = (exp1.as_f64().unwrap() * exp2.as_f64().unwrap()).into();
-        Ok(JsonValue::Number(number))
+        Ok(Value::Number(Number::from_f64(exp1.as_f64().unwrap() * exp2.as_f64().unwrap()).unwrap()))
     } else {
         Err(PropertyError::NumberExpressionError)
     }
 }
 
-pub fn divide(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+pub fn divide(exp1: Value, exp2: Value) -> PropertyResult<Value> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        let number: Number = (exp1.as_f64().unwrap() / exp2.as_f64().unwrap()).into();
-        Ok(JsonValue::Number(number))
+        Ok(Value::Number(Number::from_f64(exp1.as_f64().unwrap() / exp2.as_f64().unwrap()).unwrap()))
     } else {
         Err(PropertyError::NumberExpressionError)
     }
 }
 
-pub fn modulo(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+pub fn modulo(exp1: Value, exp2: Value) -> PropertyResult<Value> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        let number: Number = (exp1.as_f64().unwrap() % exp2.as_f64().unwrap()).into();
-        Ok(JsonValue::Number(number))
+        Ok(Value::Number(Number::from_f64(exp1.as_f64().unwrap() % exp2.as_f64().unwrap()).unwrap()))
     } else {
         Err(PropertyError::NumberExpressionError)
     }
 }
 
-pub fn power(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+pub fn power(exp1: Value, exp2: Value) -> PropertyResult<Value> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        let number: Number = (exp1.as_f64().unwrap().powf(exp2.as_f64().unwrap())).into();
-        Ok(JsonValue::Number(number))
+        Ok(Value::Number(Number::from_f64(exp1.as_f64().unwrap().powf(exp2.as_f64().unwrap())).unwrap()))
     } else {
         Err(PropertyError::NumberExpressionError)
     }
@@ -256,11 +250,11 @@ pub fn power(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
 
 // String Operation
 
-pub fn concat(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+pub fn concat(exp1: Value, exp2: Value) -> PropertyResult<Value> {
     if exp1.as_str().is_some() && exp2.as_str().is_some() {
         let mut result = exp1.as_str().unwrap().to_owned();
         result.push_str(exp2.as_str().unwrap());
-        Ok(JsonValue::String(result))
+        Ok(Value::String(result))
     } else {
         Err(PropertyError::StringExpressionError)
     }
diff --git a/src/property/filter/hash_property_cache.rs b/src/property/filter/hash_property_cache.rs
index 74ab0d48..9cf27899 100644
--- a/src/property/filter/hash_property_cache.rs
+++ b/src/property/filter/hash_property_cache.rs
@@ -25,11 +25,11 @@ use generic::IdType;
 use property::filter::{EdgeCache, NodeCache, PropertyResult};
 use property::PropertyError;
 
-use json::JsonValue;
+use serde_json::Value;
 
 
 pub struct HashNodeCache<Id: IdType> {
-    node_map: HashMap<Id, JsonValue>,
+    node_map: HashMap<Id, Value>,
 }
 
 impl<Id: IdType> HashNodeCache<Id> {
@@ -41,7 +41,7 @@ impl<Id: IdType> HashNodeCache<Id> {
 }
 
 impl<Id: IdType> NodeCache<Id> for HashNodeCache<Id> {
-    fn get(&self, id: Id) -> PropertyResult<JsonValue> {
+    fn get(&self, id: Id) -> PropertyResult<Value> {
         if let Some(value) = self.node_map.get(&id) {
             Ok(value.clone())
         } else {
@@ -49,7 +49,7 @@ impl<Id: IdType> NodeCache<Id> for HashNodeCache<Id> {
         }
     }
 
-    fn set(&mut self, id: Id, value: JsonValue) -> bool {
+    fn set(&mut self, id: Id, value: Value) -> bool {
         let mut result = false;
         {
             if self.node_map.contains_key(&id) {
@@ -63,7 +63,7 @@ impl<Id: IdType> NodeCache<Id> for HashNodeCache<Id> {
 
 
 pub struct HashEdgeCache<Id: IdType> {
-    edge_map: HashMap<(Id, Id), JsonValue>
+    edge_map: HashMap<(Id, Id), Value>
 }
 
 impl<Id: IdType> HashEdgeCache<Id> {
@@ -75,7 +75,7 @@ impl<Id: IdType> HashEdgeCache<Id> {
 }
 
 impl<Id: IdType> EdgeCache<Id> for HashEdgeCache<Id> {
-    fn get(&self, src: Id, dst: Id) -> PropertyResult<JsonValue> {
+    fn get(&self, src: Id, dst: Id) -> PropertyResult<Value> {
         if let Some(value) = self.edge_map.get(&(src, dst)) {
             Ok(value.clone())
         } else {
@@ -83,7 +83,7 @@ impl<Id: IdType> EdgeCache<Id> for HashEdgeCache<Id> {
         }
     }
 
-    fn set(&mut self, src: Id, dst: Id, value: JsonValue) -> bool {
+    fn set(&mut self, src: Id, dst: Id, value: Value) -> bool {
         let mut result = false;
         {
             if self.edge_map.contains_key(&(src, dst)) {
diff --git a/src/property/filter/mod.rs b/src/property/filter/mod.rs
index f1dceb27..308b96b8 100644
--- a/src/property/filter/mod.rs
+++ b/src/property/filter/mod.rs
@@ -38,7 +38,7 @@ pub mod hash_property_cache;
 pub mod filter_errors;
 
 use generic::IdType;
-use json::JsonValue;
+use serde_json::Value;
 
 use property::PropertyError;
 
@@ -57,22 +57,22 @@ type PropertyResult<T> = Result<T, PropertyError>;
 
 pub trait Expression {
     // Get the result of expression as a Json Value.
-    fn get_value(&self, var: &JsonValue) -> PropertyResult<JsonValue>;
+    fn get_value(&self, var: &Value) -> PropertyResult<Value>;
 }
 
 
 pub trait NodeCache<Id: IdType> {
 
-    fn get(&self, id:Id) -> PropertyResult<JsonValue>;
+    fn get(&self, id:Id) -> PropertyResult<Value>;
 
-    fn set(&mut self, id:Id, value: JsonValue) -> bool;
+    fn set(&mut self, id:Id, value: Value) -> bool;
 }
 
 
 pub trait EdgeCache<Id: IdType> {
 
-    fn get(&self, src: Id, dst: Id) -> PropertyResult<JsonValue>;
+    fn get(&self, src: Id, dst: Id) -> PropertyResult<Value>;
 
-    fn set(&mut self, src: Id, dst: Id, value: JsonValue) -> bool;
+    fn set(&mut self, src: Id, dst: Id, value: Value) -> bool;
 }
 
diff --git a/src/property/filter/predicate_expression.rs b/src/property/filter/predicate_expression.rs
index 6ed0fe59..6b187995 100644
--- a/src/property/filter/predicate_expression.rs
+++ b/src/property/filter/predicate_expression.rs
@@ -23,7 +23,7 @@
 use property::filter::{Expression, PropertyResult};
 use property::filter::expression_operator::*;
 
-use json::JsonValue;
+use serde_json::Value;
 
 
 pub struct PredicateExpression<'a> {
@@ -50,7 +50,7 @@ impl<'a> Expression for PredicateExpression<'a> {
     // Return the resulting value of expression.
     // Firstly get the values of expressions on both sides.
     // Then calculate the result based on operator.
-    fn get_value(&self, var: &JsonValue) -> PropertyResult<JsonValue> {
+    fn get_value(&self, var: &Value) -> PropertyResult<Value> {
         // Get values of left and right expressions.
         let exp1 = self.left.get_value(&var)?;
         let exp2 = self.right.get_value(&var)?;
diff --git a/src/property/filter/value_expression.rs b/src/property/filter/value_expression.rs
index e8dcb676..675d239b 100644
--- a/src/property/filter/value_expression.rs
+++ b/src/property/filter/value_expression.rs
@@ -23,7 +23,7 @@
 use property::PropertyError;
 use property::filter::{Expression, PropertyResult};
 
-use json::JsonValue;
+use serde_json::Value;
 
 
 pub struct Var {
@@ -41,7 +41,7 @@ impl Var {
 
 impl Expression for Var {
     // Get value of queried attribute of node
-    fn get_value(&self, var: &JsonValue) -> PropertyResult<JsonValue> {
+    fn get_value(&self, var: &Value) -> PropertyResult<Value> {
         let result = &var[&self.attribute];
         if !result.is_null() {
             Ok(result.clone())
@@ -54,11 +54,11 @@ impl Expression for Var {
 
 pub struct Const {
     // value of constant defined in query
-    value: JsonValue
+    value: Value
 }
 
 impl Const {
-    pub fn new(value: JsonValue) -> Self {
+    pub fn new(value: Value) -> Self {
         Const {
             value
         }
@@ -67,7 +67,7 @@ impl Const {
 
 impl Expression for Const {
     // get the value of constant
-    fn get_value(&self, _var: &JsonValue) -> PropertyResult<JsonValue> {
+    fn get_value(&self, _var: &Value) -> PropertyResult<Value> {
         Ok(self.value.clone())
     }
 }
diff --git a/src/property/predicator.rs b/src/property/predicator.rs
deleted file mode 100644
index d08f836d..00000000
--- a/src/property/predicator.rs
+++ /dev/null
@@ -1,296 +0,0 @@
-///*
-// * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
-// *
-// * Licensed to the Apache Software Foundation (ASF) under one
-// * or more contributor license agreements.  See the NOTICE file
-// * distributed with this work for additional information
-// * regarding copyright ownership.  The ASF licenses this file
-// * to you under the Apache License, Version 2.0 (the
-// * "License"); you may not use this file except in compliance
-// * with the License.  You may obtain a copy of the License at
-// *
-// *   http://www.apache.org/licenses/LICENSE-2.0
-// *
-// * Unless required by applicable law or agreed to in writing,
-// * software distributed under the License is distributed on an
-// * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-// * KIND, either express or implied.  See the License for the
-// * specific language governing permissions and limitations
-// * under the License.
-// */
-//
-//use json::JsonValue;
-//
-//use property::{PropertyGraph, SledProperty};
-//use generic::IdType;
-//
-//use std::collections::HashMap;
-//
-//
-//pub trait StringExpression<Id: IdType> {
-//    fn get_string_result(&self, id_map: HashMap<usize, Id>, property_graph: &PropertyGraph<Id>) -> String;
-//}
-//
-//
-//pub trait BoolExpression<Id: IdType> {
-//    fn get_bool_result(&self, id_map: HashMap<usize, Id>, property_graph: &PropertyGraph<Id>) -> bool;
-//}
-//
-//
-//pub trait NumExpression<Id: IdType> {
-//    fn get_num_result(&self, id_map: HashMap<usize, Id>, property_graph: &PropertyGraph<Id>) -> f64;
-//}
-//
-//
-//pub struct Var {
-//    id: usize,
-//    attribute: String
-//}
-//
-//
-//pub struct Const {
-//    value: JsonValue
-//}
-//
-//
-//// BoolExpression
-//pub struct NumCompare<Id: IdType> {
-//    left: NumExpression<Id>,
-//    right: NumExpression<Id>,
-//    operator: String
-//}
-//
-//
-//pub struct StringCompare<Id: IdType> {
-//    left: StringExpression<Id>,
-//    right: StringExpression<Id>,
-//    operator: String
-//}
-//
-//
-//pub struct MathOperation<Id: IdType> {
-//
-//
-//}
-//
-//
-//pub struct StringOperation<Id: IdType> {
-//
-//
-//}
-//
-//
-//
-//
-//
-//
-//
-//
-////
-////pub struct SingleNumPredicator<Id: IdType> {
-////
-////    field: String,
-////    // <, =, >, <=, >=, !=
-////    operator: String,
-////
-////    value: f64
-////}
-////
-////
-////impl<Id: IdType> SingleNumPredicator<Id> {
-////
-////    pub fn new(field: String, operator: String, value: f64) -> Self {
-////        SingleNumPredicator {
-////            field,
-////            operator,
-////            value
-////        }
-////    }
-////
-////    fn filter(&self, value: f64) {
-////        match self.operator {
-////            "<" => value < self.value,
-////
-////            "=" => value == self.value,
-////
-////            ">" => value > self.value,
-////
-////            "<=" => value <= self.value,
-////
-////            ">=" => value >= self.value,
-////
-////            "!=" => value != self.value,
-////
-////            _ => panic!("Invalid operator")
-////        }
-////    }
-////
-////}
-////
-////
-//impl<Id: IdType> Predicator<Id> for SingleNumPredicator<Id> {
-//    fn filter_nodes(&self, nodes: Vec<Id>, property_graph: &PropertyGraph<Id>) -> Vec<Id> {
-//        let mut filtered_nodes: Vec<Id> = Vec::new();
-//        for node in nodes {
-//            if Ok(Some(result)) = property_graph.get_node_property(node, vec![self.field.to_owned()]) {
-//                if self.filter(result[self.field]) {
-//                    filtered_nodes.push(node);
-//                }
-//            }
-//        }
-//        filtered_nodes
-//    }
-//
-//    fn get_field(&self) -> String {
-//        self.field.clone()
-//    }
-////}
-////
-////
-////pub struct RangeNumPredicator<Id: IdType> {
-////
-////    field: String,
-////
-////    operator: (String, String),
-////
-////    value: (f64, f64)
-////}
-////
-////
-////impl<Id: IdType> RangeNumPredicator<Id> {
-////
-////    pub fn new(field: String, operator: (String, String), value: (f64, f64)) -> Self {
-////        RangeNumPredicator {
-////            field,
-////            operator,
-////            value
-////        }
-////    }
-////
-////    fn filter(&self, value: f64) {
-////        match self.operator {
-////            ("<", "<") => value < self.value.1 && value > self.value.0,
-////
-////            ("<", "<=") => value <= self.value.1 && value > self.value.0,
-////
-////            ("<=", "<") => value < self.value.1 && value >= self.value.0,
-////
-////            ("<=", "<=") => value <= self.value.1 && value >= self.value.0,
-////
-////            _ => panic!("Invalid operator")
-////        }
-////    }
-////
-////}
-////
-////
-////impl<Id: IdType> Predicator<Id> for RangeNumPredicator<Id> {
-////    fn filter_nodes(&self, nodes: Vec<Id>, property_graph: &PropertyGraph<Id>) -> Vec<Id> {
-////        let mut filtered_nodes: Vec<Id> = Vec::new();
-////        for node in nodes {
-////            if Ok(Some(result)) = property_graph.get_node_property(node, vec![self.field.to_owned()]) {
-////                if self.filter(result[self.field]) {
-////                    filtered_nodes.push(node);
-////                }
-////            }
-////        }
-////        filtered_nodes
-////    }
-////
-////    fn get_field(&self) -> String {
-////        self.field.clone()
-////    }
-////}
-////
-////
-////#[cfg(test)]
-////mod test {
-////    use super::*;
-////    use json::{array, object};
-////    use std::collections::HashMap;
-////
-////    #[test]
-////    fn test_single_num_operator() {
-////        let mut node_property = HashMap::new();
-////        let mut edge_property = HashMap::new();
-////
-////        node_property.insert(
-////            0u32,
-////            object!(
-////            "name"=>"John",
-////            "age"=>12,
-////            "is_member"=>true,
-////            "scores"=>array![9,8,10],
-////            ),
-////        );
-////
-////        node_property.insert(
-////            1,
-////            object!(
-////            "name"=>"Marry",
-////            "age"=>13,
-////            "is_member"=>false,
-////            "scores"=>array![10,10,9],
-////            ),
-////        );
-////
-////        edge_property.insert(
-////            (0, 1),
-////            object!(
-////            "friend_since"=>"2018-11-15",
-////            ),
-////        );
-////
-////        let path = Path::new("/home/wangran/RustProjects/PatMatch/PropertyGraph/test_data/undirected");
-////        let graph = SledProperty::with_data(path,node_property.into_iter(),
-////                                            edge_property.into_iter(), false).unwrap();
-////
-////        let single_num_predicator = SingleNumPredicator::new("age", ">", 12);
-////        let mut ids = vec![0, 1];
-////        let result = single_num_predicator.filter_nodes(ids, graph);
-////        assert_eq!(result, vec![1]);
-////    }
-////
-////    fn test_range_num_operator() {
-////        let mut node_property = HashMap::new();
-////        let mut edge_property = HashMap::new();
-////
-////        node_property.insert(
-////            0u32,
-////            object!(
-////            "name"=>"John",
-////            "age"=>12,
-////            "is_member"=>true,
-////            "scores"=>array![9,8,10],
-////            ),
-////        );
-////
-////        node_property.insert(
-////            1,
-////            object!(
-////            "name"=>"Marry",
-////            "age"=>13,
-////            "is_member"=>false,
-////            "scores"=>array![10,10,9],
-////            ),
-////        );
-////
-////        edge_property.insert(
-////            (0, 1),
-////            object!(
-////            "friend_since"=>"2018-11-15",
-////            ),
-////        );
-////
-////        let path = Path::new("/home/wangran/RustProjects/PatMatch/PropertyGraph/test_data/undirected");
-////        let graph = SledProperty::with_data(path,node_property.into_iter(),
-////                                            edge_property.into_iter(), false).unwrap();
-////
-////        let range_num_predicator = RangeNumPredicator::new("age", ("<", "<="), (5, 12));
-////        let mut ids = vec![0, 1];
-////        let result = range_num_predicator.filter_nodes(ids, graph);
-////        assert_eq!(result, vec![1]);
-////    }
-////
-////
-////}
\ No newline at end of file

From f0f66939c8cdef3a353383bd755786ea6d1d724b Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Sun, 20 Jan 2019 14:56:46 +1100
Subject: [PATCH 073/391] Added test case for sled property

---
 tests/property.rs | 109 ++++++++++++++++++++++++++++++++++++++++++----
 1 file changed, 101 insertions(+), 8 deletions(-)

diff --git a/tests/property.rs b/tests/property.rs
index 944792d0..87922a04 100644
--- a/tests/property.rs
+++ b/tests/property.rs
@@ -22,6 +22,8 @@ extern crate rust_graph;
 extern crate json;
 
 use std::collections::HashMap;
+use std::path::Path;
+use std::process::Command;
 
 use rust_graph::property::*;
 use rust_graph::property::filter::*;
@@ -31,7 +33,7 @@ use json::{array, object};
 
 
 #[test]
-fn test_boolean_expression() {
+fn test_cached_boolean_expression() {
     // WHERE a.is_member;
     let exp = Var::new("is_member".to_owned());
 
@@ -51,7 +53,7 @@ fn test_boolean_expression() {
 
 
 #[test]
-fn test_num_compare_expression() {
+fn test_cached_num_compare_expression() {
     // WHERE a.age > 25;
 
     let exp0 = Var::new("age".to_owned());
@@ -74,7 +76,7 @@ fn test_num_compare_expression() {
 
 
 #[test]
-fn test_arithmetic_expression() {
+fn test_cached_arithmetic_expression() {
     // WHERE a.age + 10 > 35;
 
     let exp0 = Var::new("age".to_owned());
@@ -103,7 +105,7 @@ fn test_arithmetic_expression() {
 
 
 #[test]
-fn test_logical_expression() {
+fn test_cached_logical_expression() {
     // WHERE a.age + 10 > 35 AND a.is_member;
 
     let exp0 = Var::new("age".to_owned());
@@ -130,7 +132,7 @@ fn test_logical_expression() {
 
 
 #[test]
-fn test_string_compare_expression() {
+fn test_cached_string_compare_expression() {
     // WHERE a.name CONTAINS "arr";
 
     let exp0 = Var::new("name".to_owned());
@@ -151,7 +153,7 @@ fn test_string_compare_expression() {
 }
 
 #[test]
-fn test_string_concat_expression() {
+fn test_cached_string_concat_expression() {
     // WHERE a.name + "hello" CONTAINS "arr";
 
     let exp0 = Var::new("name".to_owned());
@@ -176,7 +178,7 @@ fn test_string_concat_expression() {
 
 
 #[test]
-fn test_range_predicate_expression() {
+fn test_cached_range_predicate_expression() {
     // WHERE 18 <= a.age <= 22;
 
     let exp0 = Var::new("age".to_owned());
@@ -199,7 +201,7 @@ fn test_range_predicate_expression() {
 
 
 #[test]
-fn test_error_boolean_expression() {
+fn test_cached_error_boolean_expression() {
     // WHERE a.is_member;
     let exp = Var::new("age".to_owned());
 
@@ -250,3 +252,94 @@ fn create_cached_property() -> CachedProperty<u32> {
 
     CachedProperty::with_data(node_property, edge_property, false)
 }
+
+
+
+
+#[test]
+fn test_sled_boolean_expression() {
+    // WHERE a.is_member;
+    let exp = Var::new("is_member".to_owned());
+
+    let property_graph = create_sled_property();
+
+    let mut node_cache = HashNodeCache::new();
+    let mut property_filter = NodeFilter::from_cache(&exp, &mut node_cache);
+
+    property_filter.pre_fetch(&[0u32, 1], &property_graph);
+
+    let result0 = property_filter.get_result(0);
+    let result1 = property_filter.get_result(1);
+
+    assert_eq!(result0.unwrap(), true);
+    assert_eq!(result1.unwrap(), false);
+}
+
+
+#[test]
+fn test_sled_num_compare_expression() {
+    // WHERE a.age > 25;
+
+    let exp0 = Var::new("age".to_owned());
+    let exp1 = Const::new(JsonValue::Number(Number::from(25)));
+    let exp = PredicateExpression::new(&exp0, &exp1, PredicateOperator::GreaterThan);
+
+
+    let property_graph = create_sled_property();
+
+    let mut node_cache = HashNodeCache::new();
+    let mut property_filter = NodeFilter::from_cache(&exp, &mut node_cache);
+
+    property_filter.pre_fetch(&[0u32, 1], &property_graph);
+    let result0 = property_filter.get_result(0);
+    let result1 = property_filter.get_result(1);
+
+    assert_eq!(result0.unwrap(), false);
+    assert_eq!(result1.unwrap(), true);
+}
+
+
+
+fn create_sled_property() -> SledProperty {
+    let mut node_property = HashMap::new();
+    let mut edge_property = HashMap::new();
+
+    node_property.insert(
+        0u32,
+        object!(
+            "name"=>"John",
+            "age"=>20,
+            "is_member"=>true,
+            "scores"=>array![9,8,10],
+            ),
+    );
+
+    node_property.insert(
+        1,
+        object!(
+            "name"=>"Marry",
+            "age"=>30,
+            "is_member"=>false,
+            "scores"=>array![10,10,9],
+            ),
+    );
+
+    edge_property.insert(
+        (0, 1),
+        object!(
+            "friend_since"=>"2018-11-15",
+            ),
+    );
+
+    let path = Path::new("../undirected");
+    SledProperty::with_data(path,node_property.into_iter(),
+                            edge_property.into_iter(), false).unwrap()
+
+}
+
+fn delete_sled_file() {
+    Command::new("rm")
+        .arg("-rf")
+        .arg("../undirected")
+        .output()
+}
\ No newline at end of file

From 06eb2bcfedcbcaf9a80e3a060ca625d6b12d5f3a Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Sun, 20 Jan 2019 14:57:33 +1100
Subject: [PATCH 074/391] Back to the use of JsonValue

---
 src/property/cached_property.rs              | 12 +--
 src/property/filter/arithmetic_expression.rs |  4 +-
 src/property/filter/expression_operator.rs   | 88 +++++++++++---------
 src/property/filter/hash_property_cache.rs   | 14 ++--
 src/property/filter/mod.rs                   | 12 +--
 src/property/filter/node_property_filter.rs  |  2 +-
 src/property/filter/predicate_expression.rs  |  4 +-
 src/property/filter/value_expression.rs      | 10 +--
 8 files changed, 75 insertions(+), 71 deletions(-)

diff --git a/src/property/cached_property.rs b/src/property/cached_property.rs
index a310e707..20e09b27 100644
--- a/src/property/cached_property.rs
+++ b/src/property/cached_property.rs
@@ -30,7 +30,7 @@ use serde::ser::{Serialize, Serializer};
 
 use generic::{DefaultId, IdType};
 use io::serde;
-use property::PropertyGraph;
+use property::{PropertyGraph, PropertyError};
 
 #[derive(Debug, PartialEq, Eq, Clone)]
 pub struct CachedProperty<Id: IdType = DefaultId> {
@@ -97,10 +97,10 @@ impl<Id: IdType> CachedProperty<Id> {
 }
 
 impl<Id: IdType> PropertyGraph<Id> for CachedProperty<Id> {
-    type Err = ();
+    type Err = PropertyError;
 
     #[inline]
-    fn get_node_property(&self, id: Id, names: Vec<String>) -> Result<Option<JsonValue>, ()> {
+    fn get_node_property(&self, id: Id, names: Vec<String>) -> Result<Option<JsonValue>, PropertyError> {
         match self.node_property.get(&id) {
             Some(value) => {
                 let mut result = JsonValue::new_object();
@@ -121,7 +121,7 @@ impl<Id: IdType> PropertyGraph<Id> for CachedProperty<Id> {
         mut src: Id,
         mut dst: Id,
         names: Vec<String>,
-    ) -> Result<Option<JsonValue>, ()> {
+    ) -> Result<Option<JsonValue>, PropertyError> {
         if !self.is_directed {
             self.swap_edge(&mut src, &mut dst);
         }
@@ -141,7 +141,7 @@ impl<Id: IdType> PropertyGraph<Id> for CachedProperty<Id> {
     }
 
     #[inline]
-    fn get_node_property_all(&self, id: Id) -> Result<Option<JsonValue>, ()> {
+    fn get_node_property_all(&self, id: Id) -> Result<Option<JsonValue>, PropertyError> {
         match self.node_property.get(&id) {
             Some(value) => Ok(Some(value.clone())),
             None => Ok(None),
@@ -149,7 +149,7 @@ impl<Id: IdType> PropertyGraph<Id> for CachedProperty<Id> {
     }
 
     #[inline]
-    fn get_edge_property_all(&self, mut src: Id, mut dst: Id) -> Result<Option<JsonValue>, ()> {
+    fn get_edge_property_all(&self, mut src: Id, mut dst: Id) -> Result<Option<JsonValue>, PropertyError> {
         if !self.is_directed {
             self.swap_edge(&mut src, &mut dst);
         }
diff --git a/src/property/filter/arithmetic_expression.rs b/src/property/filter/arithmetic_expression.rs
index 47e27e31..e46ae3bc 100644
--- a/src/property/filter/arithmetic_expression.rs
+++ b/src/property/filter/arithmetic_expression.rs
@@ -24,8 +24,6 @@ use property::filter::Expression;
 use property::filter::expression_operator::*;
 
 use json::JsonValue;
-use serde_json::Value;
-use serde_json::json;
 
 
 pub struct ArithmeticExpression<'a> {
@@ -52,7 +50,7 @@ impl<'a> Expression for ArithmeticExpression<'a> {
     // Return the resulting value of expression.
     // Firstly get the values of expressions on both sides.
     // Then calculate the result based on operator.
-    fn get_value(&self, var: &Value) -> PropertyResult<Value> {
+    fn get_value(&self, var: &JsonValue) -> PropertyResult<JsonValue> {
         // Get values of left and right expressions.
         let exp1 = self.left.get_value(var)?;
         let exp2 = self.right.get_value(var)?;
diff --git a/src/property/filter/expression_operator.rs b/src/property/filter/expression_operator.rs
index 31fcf505..e1222477 100644
--- a/src/property/filter/expression_operator.rs
+++ b/src/property/filter/expression_operator.rs
@@ -22,8 +22,8 @@
 use property::PropertyError;
 use property::filter::PropertyResult;
 
-use serde_json::{Value, Number};
-use serde_json::json;
+use json::JsonValue;
+use json::number::Number;
 
 
 pub enum PredicateOperator {
@@ -77,17 +77,17 @@ pub enum ArithmeticOperator {
 
 // Logical
 
-pub fn and(exp1: Value, exp2: Value) -> PropertyResult<Value> {
+pub fn and(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_bool().is_some() && exp2.as_bool().is_some() {
-        Ok(Value::Bool(exp1.as_bool().unwrap() && exp2.as_bool().unwrap()))
+        Ok(JsonValue::Boolean(exp1.as_bool().unwrap() && exp2.as_bool().unwrap()))
     } else {
         Err(PropertyError::BooleanExpressionError)
     }
 }
 
-pub fn or(exp1: Value, exp2: Value) -> PropertyResult<Value> {
+pub fn or(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_bool().is_some() && exp2.as_bool().is_some() {
-        Ok(Value::Bool(exp1.as_bool().unwrap() || exp2.as_bool().unwrap()))
+        Ok(JsonValue::Boolean(exp1.as_bool().unwrap() || exp2.as_bool().unwrap()))
     } else {
         Err(PropertyError::BooleanExpressionError)
     }
@@ -96,62 +96,62 @@ pub fn or(exp1: Value, exp2: Value) -> PropertyResult<Value> {
 
 // Numeric Comparison
 
-pub fn less_than(exp1: Value, exp2: Value) -> PropertyResult<Value> {
+pub fn less_than(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        Ok(Value::Bool(exp1.as_f64().unwrap() < exp2.as_f64().unwrap()))
+        Ok(JsonValue::Boolean(exp1.as_f64().unwrap() < exp2.as_f64().unwrap()))
     } else {
         Err(PropertyError::NumberExpressionError)
     }
 }
 
-pub fn less_equal(exp1: Value, exp2: Value) -> PropertyResult<Value> {
+pub fn less_equal(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        Ok(Value::Bool(exp1.as_f64().unwrap() <= exp2.as_f64().unwrap()))
+        Ok(JsonValue::Boolean(exp1.as_f64().unwrap() <= exp2.as_f64().unwrap()))
     } else {
         Err(PropertyError::NumberExpressionError)
     }
 }
 
-pub fn greater_than(exp1: Value, exp2: Value) -> PropertyResult<Value> {
+pub fn greater_than(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        Ok(Value::Bool(exp1.as_f64().unwrap() > exp2.as_f64().unwrap()))
+        Ok(JsonValue::Boolean(exp1.as_f64().unwrap() > exp2.as_f64().unwrap()))
     } else {
         Err(PropertyError::NumberExpressionError)
     }
 }
 
-pub fn greater_equal(exp1: Value, exp2: Value) -> PropertyResult<Value> {
+pub fn greater_equal(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        Ok(Value::Bool(exp1.as_f64().unwrap() >= exp2.as_f64().unwrap()))
+        Ok(JsonValue::Boolean(exp1.as_f64().unwrap() >= exp2.as_f64().unwrap()))
     } else {
         Err(PropertyError::NumberExpressionError)
     }
 }
 
-pub fn equal(exp1: Value, exp2: Value) -> PropertyResult<Value> {
+pub fn equal(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        Ok(Value::Bool(exp1.as_f64().unwrap() == exp2.as_f64().unwrap()))
+        Ok(JsonValue::Boolean(exp1.as_f64().unwrap() == exp2.as_f64().unwrap()))
     } else {
         Err(PropertyError::NumberExpressionError)
     }
 }
 
-pub fn not_equal(exp1: Value, exp2: Value) -> PropertyResult<Value> {
+pub fn not_equal(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        Ok(Value::Bool(exp1.as_f64().unwrap() != exp2.as_f64().unwrap()))
+        Ok(JsonValue::Boolean(exp1.as_f64().unwrap() != exp2.as_f64().unwrap()))
     } else {
         Err(PropertyError::NumberExpressionError)
     }
 }
 
 
-pub fn range(exp1: Value, exp2: Value) -> PropertyResult<Value> {
+pub fn range(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.is_array() && exp2.as_f64().is_some() {
         let value = exp2.as_f64().unwrap();
         let lower = exp1[0].as_f64();
         let upper = exp1[1].as_f64();
         if lower.is_some() && upper.is_some() {
-            Ok(Value::Bool(value >= lower.unwrap() && value <= upper.unwrap()))
+            Ok(JsonValue::Boolean(value >= lower.unwrap() && value <= upper.unwrap()))
         } else {
             Err(PropertyError::NumberExpressionError)
         }
@@ -160,7 +160,7 @@ pub fn range(exp1: Value, exp2: Value) -> PropertyResult<Value> {
         let lower = exp2[0].as_f64();
         let upper = exp2[1].as_f64();
         if lower.is_some() && upper.is_some() {
-            Ok(Value::Bool(value >= lower.unwrap() && value <= upper.unwrap()))
+            Ok(JsonValue::Boolean(value >= lower.unwrap() && value <= upper.unwrap()))
         } else {
             Err(PropertyError::NumberExpressionError)
         }
@@ -172,25 +172,25 @@ pub fn range(exp1: Value, exp2: Value) -> PropertyResult<Value> {
 
 // String Comparison
 
-pub fn contains(exp1: Value, exp2: Value) -> PropertyResult<Value> {
+pub fn contains(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_str().is_some() && exp2.as_str().is_some() {
-        Ok(Value::Bool(exp1.as_str().unwrap().contains(exp2.as_str().unwrap())))
+        Ok(JsonValue::Boolean(exp1.as_str().unwrap().contains(exp2.as_str().unwrap())))
     } else {
         Err(PropertyError::StringExpressionError)
     }
 }
 
-pub fn starts_with(exp1: Value, exp2: Value) -> PropertyResult<Value> {
+pub fn starts_with(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_str().is_some() && exp2.as_str().is_some() {
-        Ok(Value::Bool(exp1.as_str().unwrap().starts_with(exp2.as_str().unwrap())))
+        Ok(JsonValue::Boolean(exp1.as_str().unwrap().starts_with(exp2.as_str().unwrap())))
     } else {
         Err(PropertyError::StringExpressionError)
     }
 }
 
-pub fn ends_with(exp1: Value, exp2: Value) -> PropertyResult<Value> {
+pub fn ends_with(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_str().is_some() && exp2.as_str().is_some() {
-        Ok(Value::Bool(exp1.as_str().unwrap().ends_with(exp2.as_str().unwrap())))
+        Ok(JsonValue::Boolean(exp1.as_str().unwrap().ends_with(exp2.as_str().unwrap())))
     } else {
         Err(PropertyError::StringExpressionError)
     }
@@ -199,49 +199,55 @@ pub fn ends_with(exp1: Value, exp2: Value) -> PropertyResult<Value> {
 
 // Mathematical Operation
 
-pub fn add(exp1: Value, exp2: Value) -> PropertyResult<Value> {
+pub fn add(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        Ok(Value::Number(Number::from_f64(exp1.as_f64().unwrap() + exp2.as_f64().unwrap()).unwrap()))
+        let number: Number = (exp1.as_f64().unwrap() + exp2.as_f64().unwrap()).into();
+        Ok(JsonValue::Number(number))
     } else {
         Err(PropertyError::NumberExpressionError)
     }
 }
 
-pub fn subtract(exp1: Value, exp2: Value) -> PropertyResult<Value> {
+pub fn subtract(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        Ok(Value::Number(Number::from_f64(exp1.as_f64().unwrap() - exp2.as_f64().unwrap()).unwrap()))
+        let number: Number = (exp1.as_f64().unwrap() - exp2.as_f64().unwrap()).into();
+        Ok(JsonValue::Number(number))
     } else {
         Err(PropertyError::NumberExpressionError)
     }
 }
 
-pub fn multiply(exp1: Value, exp2: Value) -> PropertyResult<Value> {
+pub fn multiply(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        Ok(Value::Number(Number::from_f64(exp1.as_f64().unwrap() * exp2.as_f64().unwrap()).unwrap()))
+        let number: Number = (exp1.as_f64().unwrap() * exp2.as_f64().unwrap()).into();
+        Ok(JsonValue::Number(number))
     } else {
         Err(PropertyError::NumberExpressionError)
     }
 }
 
-pub fn divide(exp1: Value, exp2: Value) -> PropertyResult<Value> {
+pub fn divide(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        Ok(Value::Number(Number::from_f64(exp1.as_f64().unwrap() / exp2.as_f64().unwrap()).unwrap()))
+        let number: Number = (exp1.as_f64().unwrap() / exp2.as_f64().unwrap()).into();
+        Ok(JsonValue::Number(number))
     } else {
         Err(PropertyError::NumberExpressionError)
     }
 }
 
-pub fn modulo(exp1: Value, exp2: Value) -> PropertyResult<Value> {
+pub fn modulo(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        Ok(Value::Number(Number::from_f64(exp1.as_f64().unwrap() % exp2.as_f64().unwrap()).unwrap()))
+        let number: Number = (exp1.as_f64().unwrap() % exp2.as_f64().unwrap()).into();
+        Ok(JsonValue::Number(number))
     } else {
         Err(PropertyError::NumberExpressionError)
     }
 }
 
-pub fn power(exp1: Value, exp2: Value) -> PropertyResult<Value> {
+pub fn power(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        Ok(Value::Number(Number::from_f64(exp1.as_f64().unwrap().powf(exp2.as_f64().unwrap())).unwrap()))
+        let number: Number = (exp1.as_f64().unwrap().powf(exp2.as_f64().unwrap())).into();
+        Ok(JsonValue::Number(number))
     } else {
         Err(PropertyError::NumberExpressionError)
     }
@@ -250,11 +256,11 @@ pub fn power(exp1: Value, exp2: Value) -> PropertyResult<Value> {
 
 // String Operation
 
-pub fn concat(exp1: Value, exp2: Value) -> PropertyResult<Value> {
+pub fn concat(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_str().is_some() && exp2.as_str().is_some() {
         let mut result = exp1.as_str().unwrap().to_owned();
         result.push_str(exp2.as_str().unwrap());
-        Ok(Value::String(result))
+        Ok(JsonValue::String(result))
     } else {
         Err(PropertyError::StringExpressionError)
     }
diff --git a/src/property/filter/hash_property_cache.rs b/src/property/filter/hash_property_cache.rs
index 9cf27899..74ab0d48 100644
--- a/src/property/filter/hash_property_cache.rs
+++ b/src/property/filter/hash_property_cache.rs
@@ -25,11 +25,11 @@ use generic::IdType;
 use property::filter::{EdgeCache, NodeCache, PropertyResult};
 use property::PropertyError;
 
-use serde_json::Value;
+use json::JsonValue;
 
 
 pub struct HashNodeCache<Id: IdType> {
-    node_map: HashMap<Id, Value>,
+    node_map: HashMap<Id, JsonValue>,
 }
 
 impl<Id: IdType> HashNodeCache<Id> {
@@ -41,7 +41,7 @@ impl<Id: IdType> HashNodeCache<Id> {
 }
 
 impl<Id: IdType> NodeCache<Id> for HashNodeCache<Id> {
-    fn get(&self, id: Id) -> PropertyResult<Value> {
+    fn get(&self, id: Id) -> PropertyResult<JsonValue> {
         if let Some(value) = self.node_map.get(&id) {
             Ok(value.clone())
         } else {
@@ -49,7 +49,7 @@ impl<Id: IdType> NodeCache<Id> for HashNodeCache<Id> {
         }
     }
 
-    fn set(&mut self, id: Id, value: Value) -> bool {
+    fn set(&mut self, id: Id, value: JsonValue) -> bool {
         let mut result = false;
         {
             if self.node_map.contains_key(&id) {
@@ -63,7 +63,7 @@ impl<Id: IdType> NodeCache<Id> for HashNodeCache<Id> {
 
 
 pub struct HashEdgeCache<Id: IdType> {
-    edge_map: HashMap<(Id, Id), Value>
+    edge_map: HashMap<(Id, Id), JsonValue>
 }
 
 impl<Id: IdType> HashEdgeCache<Id> {
@@ -75,7 +75,7 @@ impl<Id: IdType> HashEdgeCache<Id> {
 }
 
 impl<Id: IdType> EdgeCache<Id> for HashEdgeCache<Id> {
-    fn get(&self, src: Id, dst: Id) -> PropertyResult<Value> {
+    fn get(&self, src: Id, dst: Id) -> PropertyResult<JsonValue> {
         if let Some(value) = self.edge_map.get(&(src, dst)) {
             Ok(value.clone())
         } else {
@@ -83,7 +83,7 @@ impl<Id: IdType> EdgeCache<Id> for HashEdgeCache<Id> {
         }
     }
 
-    fn set(&mut self, src: Id, dst: Id, value: Value) -> bool {
+    fn set(&mut self, src: Id, dst: Id, value: JsonValue) -> bool {
         let mut result = false;
         {
             if self.edge_map.contains_key(&(src, dst)) {
diff --git a/src/property/filter/mod.rs b/src/property/filter/mod.rs
index 308b96b8..f1dceb27 100644
--- a/src/property/filter/mod.rs
+++ b/src/property/filter/mod.rs
@@ -38,7 +38,7 @@ pub mod hash_property_cache;
 pub mod filter_errors;
 
 use generic::IdType;
-use serde_json::Value;
+use json::JsonValue;
 
 use property::PropertyError;
 
@@ -57,22 +57,22 @@ type PropertyResult<T> = Result<T, PropertyError>;
 
 pub trait Expression {
     // Get the result of expression as a Json Value.
-    fn get_value(&self, var: &Value) -> PropertyResult<Value>;
+    fn get_value(&self, var: &JsonValue) -> PropertyResult<JsonValue>;
 }
 
 
 pub trait NodeCache<Id: IdType> {
 
-    fn get(&self, id:Id) -> PropertyResult<Value>;
+    fn get(&self, id:Id) -> PropertyResult<JsonValue>;
 
-    fn set(&mut self, id:Id, value: Value) -> bool;
+    fn set(&mut self, id:Id, value: JsonValue) -> bool;
 }
 
 
 pub trait EdgeCache<Id: IdType> {
 
-    fn get(&self, src: Id, dst: Id) -> PropertyResult<Value>;
+    fn get(&self, src: Id, dst: Id) -> PropertyResult<JsonValue>;
 
-    fn set(&mut self, src: Id, dst: Id, value: Value) -> bool;
+    fn set(&mut self, src: Id, dst: Id, value: JsonValue) -> bool;
 }
 
diff --git a/src/property/filter/node_property_filter.rs b/src/property/filter/node_property_filter.rs
index 5d60d37f..f1bc051b 100644
--- a/src/property/filter/node_property_filter.rs
+++ b/src/property/filter/node_property_filter.rs
@@ -51,7 +51,7 @@ impl<'a, Id: IdType> NodeFilter<'a, Id> {
         }
     }
 
-    pub fn pre_fetch(&mut self, ids: &[Id], property_graph: &PropertyGraph<Id, Err=()>) -> PropertyResult<()> {
+    pub fn pre_fetch(&mut self, ids: &[Id], property_graph: &PropertyGraph<Id, Err=PropertyError>) -> PropertyResult<()> {
 
         for id in ids {
             if let Some(result) = property_graph.get_node_property_all(id.clone())? {
diff --git a/src/property/filter/predicate_expression.rs b/src/property/filter/predicate_expression.rs
index 6b187995..6ed0fe59 100644
--- a/src/property/filter/predicate_expression.rs
+++ b/src/property/filter/predicate_expression.rs
@@ -23,7 +23,7 @@
 use property::filter::{Expression, PropertyResult};
 use property::filter::expression_operator::*;
 
-use serde_json::Value;
+use json::JsonValue;
 
 
 pub struct PredicateExpression<'a> {
@@ -50,7 +50,7 @@ impl<'a> Expression for PredicateExpression<'a> {
     // Return the resulting value of expression.
     // Firstly get the values of expressions on both sides.
     // Then calculate the result based on operator.
-    fn get_value(&self, var: &Value) -> PropertyResult<Value> {
+    fn get_value(&self, var: &JsonValue) -> PropertyResult<JsonValue> {
         // Get values of left and right expressions.
         let exp1 = self.left.get_value(&var)?;
         let exp2 = self.right.get_value(&var)?;
diff --git a/src/property/filter/value_expression.rs b/src/property/filter/value_expression.rs
index 675d239b..e8dcb676 100644
--- a/src/property/filter/value_expression.rs
+++ b/src/property/filter/value_expression.rs
@@ -23,7 +23,7 @@
 use property::PropertyError;
 use property::filter::{Expression, PropertyResult};
 
-use serde_json::Value;
+use json::JsonValue;
 
 
 pub struct Var {
@@ -41,7 +41,7 @@ impl Var {
 
 impl Expression for Var {
     // Get value of queried attribute of node
-    fn get_value(&self, var: &Value) -> PropertyResult<Value> {
+    fn get_value(&self, var: &JsonValue) -> PropertyResult<JsonValue> {
         let result = &var[&self.attribute];
         if !result.is_null() {
             Ok(result.clone())
@@ -54,11 +54,11 @@ impl Expression for Var {
 
 pub struct Const {
     // value of constant defined in query
-    value: Value
+    value: JsonValue
 }
 
 impl Const {
-    pub fn new(value: Value) -> Self {
+    pub fn new(value: JsonValue) -> Self {
         Const {
             value
         }
@@ -67,7 +67,7 @@ impl Const {
 
 impl Expression for Const {
     // get the value of constant
-    fn get_value(&self, _var: &Value) -> PropertyResult<Value> {
+    fn get_value(&self, _var: &JsonValue) -> PropertyResult<JsonValue> {
         Ok(self.value.clone())
     }
 }

From 695db00216f43b3b3c364fd4ba4817936bd0f7d6 Mon Sep 17 00:00:00 2001
From: Zhengyi <zhengyi.yang@outlook.com>
Date: Mon, 21 Jan 2019 11:58:17 +1100
Subject: [PATCH 075/391] add empty() to StaticGraph

---
 src/graph_impl/mod.rs                | 3 +--
 src/graph_impl/static_graph/graph.rs | 4 ++++
 2 files changed, 5 insertions(+), 2 deletions(-)

diff --git a/src/graph_impl/mod.rs b/src/graph_impl/mod.rs
index caa6a4fa..39232a8f 100644
--- a/src/graph_impl/mod.rs
+++ b/src/graph_impl/mod.rs
@@ -38,7 +38,6 @@ pub enum GraphImpl {
     StaicGraphMmap,
 }
 
-
 impl ::std::str::FromStr for GraphImpl {
     type Err = String;
     fn from_str(s: &str) -> Result<Self, String> {
@@ -50,4 +49,4 @@ impl ::std::str::FromStr for GraphImpl {
             _other => Err(format!("Unsupported implementation {:?}", _other)),
         }
     }
-}
\ No newline at end of file
+}
diff --git a/src/graph_impl/static_graph/graph.rs b/src/graph_impl/static_graph/graph.rs
index d5763713..8d47d071 100644
--- a/src/graph_impl/static_graph/graph.rs
+++ b/src/graph_impl/static_graph/graph.rs
@@ -139,6 +139,10 @@ where
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
     TypedStaticGraph<Id, NL, EL, Ty, L>
 {
+    pub fn empty() -> Self {
+        Self::new(EdgeVec::default(), None, None, None)
+    }
+
     pub fn new(
         edges: EdgeVec<Id, L>,
         in_edges: Option<EdgeVec<Id, L>>,

From 693e3b78580bb1372cbd042d779e36c93960a17d Mon Sep 17 00:00:00 2001
From: Zhengyi <zhengyi.yang@outlook.com>
Date: Thu, 31 Jan 2019 16:20:37 +1100
Subject: [PATCH 076/391] add grapg_vec

---
 src/graph_impl/graph_vec/mod.rs         | 81 +++++++++++++++++++++++++
 src/graph_impl/mod.rs                   |  1 +
 src/graph_impl/static_graph/edge_vec.rs |  7 ++-
 src/graph_impl/static_graph/graph.rs    | 13 ++--
 src/main.rs                             | 21 +++++++
 5 files changed, 115 insertions(+), 8 deletions(-)
 create mode 100644 src/graph_impl/graph_vec/mod.rs
 create mode 100644 src/main.rs

diff --git a/src/graph_impl/graph_vec/mod.rs b/src/graph_impl/graph_vec/mod.rs
new file mode 100644
index 00000000..c9ec2733
--- /dev/null
+++ b/src/graph_impl/graph_vec/mod.rs
@@ -0,0 +1,81 @@
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+use std::borrow::Cow;
+use std::collections::{BTreeMap, BTreeSet, HashMap};
+use std::hash::{Hash, Hasher};
+use std::marker::PhantomData;
+use std::mem;
+
+use generic::{
+    DefaultId, DefaultTy, DiGraphTrait, Directed, EdgeType, GeneralGraph, GraphLabelTrait,
+    GraphTrait, GraphType, IdType, Iter, MapTrait, MutEdgeType, MutGraphLabelTrait, MutGraphTrait,
+    MutMapTrait, MutNodeTrait, MutNodeType, NodeTrait, NodeType, OwnedEdgeType, OwnedNodeType,
+    UnGraphTrait, Undirected,
+};
+use graph_impl::graph_map::{Edge, MutNodeMapTrait, NodeMap, NodeMapTrait};
+use graph_impl::{EdgeVec, GraphImpl, TypedStaticGraph};
+use map::SetMap;
+
+type Node<Id, L> = (Id, Option<L>);
+type Edge<Id, L> = (Id, Id, Option<L>);
+
+#[derive(Debug, Clone, Serialize, Deserialize)]
+struct GraphVec<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType = Id> {
+    nodes: Vec<Node<Id, L>>,
+    edges: Vec<Edge<Id, L>>,
+    in_edges: Vec<Edge<Id, L>>,
+    node_label_map: SetMap<NL>,
+    edge_label_map: SetMap<EL>,
+}
+
+impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> GraphVec<Id, NL, EL, L> {
+    pub fn new() -> Self {
+        GraphVec {
+            nodes: Vec::new(),
+            edges: Vec::new(),
+            in_edges: Vec::new(),
+            node_label_map: SetMap::new(),
+            edge_label_map: SetMap::new(),
+        }
+    }
+
+    #[inline]
+    fn add_node(&mut self, id: Id, label: Option<NL>) {
+        let label_id = label.map(|l| L::new(self.node_label_map.add_item(l)));
+        self.nodes.push((id, label_id));
+    }
+
+    #[inline]
+    fn add_edge(&mut self, src: Id, dst: Id, label: Option<EL>) {
+        let label_id = label.map(|l| L::new(self.edge_label_map.add_item(l)));
+        self.edges.push((src, dst, label_id));
+    }
+
+    #[inline]
+    fn add_in_edge(&mut self, src: Id, dst: Id, label: Option<EL>) {
+        let label_id = label.map(|l| L::new(self.edge_label_map.add_item(l)));
+        self.in_edges.push((src, dst, label_id));
+    }
+
+    fn into_static<Ty: GraphType>() -> TypedStaticGraph<Id, NL, EL, Ty, L> {
+        unimplemented!()
+    }
+}
diff --git a/src/graph_impl/mod.rs b/src/graph_impl/mod.rs
index 39232a8f..4b7d925f 100644
--- a/src/graph_impl/mod.rs
+++ b/src/graph_impl/mod.rs
@@ -19,6 +19,7 @@
  * under the License.
  */
 pub mod graph_map;
+pub mod graph_vec;
 pub mod static_graph;
 
 pub use graph_impl::graph_map::{
diff --git a/src/graph_impl/static_graph/edge_vec.rs b/src/graph_impl/static_graph/edge_vec.rs
index 79f5f00f..77c0ef84 100644
--- a/src/graph_impl/static_graph/edge_vec.rs
+++ b/src/graph_impl/static_graph/edge_vec.rs
@@ -282,7 +282,7 @@ impl<Id: IdType, L: IdType> Add for EdgeVec<Id, L> {
                                 .skip(s2)
                                 .take(e2 - s2),
                         ),
-                        |x1, x2| x1.0 < x2.0
+                        |x1, x2| x1.0 < x2.0,
                     ).unique_by(|x| x.0);
 
                 for (&nbr, &lab) in merged_nbrs {
@@ -410,7 +410,10 @@ mod test {
 
         assert_eq!(edges.edges, vec![1, 2, 3, 0, 2, 3, 0, 1, 3, 0, 1, 2, 2]);
 
-        assert_eq!(edges.labels, Some(vec![1, 2, 3, 1, 3, 4, 2, 3, 5, 3, 4, 5, 6]));
+        assert_eq!(
+            edges.labels,
+            Some(vec![1, 2, 3, 1, 3, 4, 2, 3, 5, 3, 4, 5, 6])
+        );
     }
 
 }
diff --git a/src/graph_impl/static_graph/graph.rs b/src/graph_impl/static_graph/graph.rs
index 8e41e76f..8e5d46f5 100644
--- a/src/graph_impl/static_graph/graph.rs
+++ b/src/graph_impl/static_graph/graph.rs
@@ -28,7 +28,7 @@ use serde;
 
 use generic::{
     DefaultId, DefaultTy, DiGraphTrait, Directed, EdgeType, GeneralGraph, GraphLabelTrait,
-    GraphTrait, GraphType, IdType, Iter, NodeType, UnGraphTrait, Undirected, MapTrait, MutMapTrait
+    GraphTrait, GraphType, IdType, Iter, MapTrait, MutMapTrait, NodeType, UnGraphTrait, Undirected,
 };
 use graph_impl::static_graph::mmap::graph_mmap::StaticGraphMmapAux;
 use graph_impl::static_graph::node::StaticNode;
@@ -695,13 +695,14 @@ fn _merge_labels<NL>(_labels1: Option<Vec<NL>>, _labels2: Option<Vec<NL>>) -> Op
             result.extend(larger.into_iter().skip(slen));
 
             Some(result)
-        },
-        _ => panic!("Can not merge `Some` labels with `None`.")
+        }
+        _ => panic!("Can not merge `Some` labels with `None`."),
     }
 }
 
 impl<Id: IdType, NL: Hash + Eq + Clone, EL: Hash + Eq + Clone, Ty: GraphType, L: IdType> Add
-    for TypedStaticGraph<Id, NL, EL, Ty, L> {
+    for TypedStaticGraph<Id, NL, EL, Ty, L>
+{
     type Output = TypedStaticGraph<Id, NL, EL, Ty, L>;
 
     fn add(self, other: TypedStaticGraph<Id, NL, EL, Ty, L>) -> Self::Output {
@@ -710,7 +711,7 @@ impl<Id: IdType, NL: Hash + Eq + Clone, EL: Hash + Eq + Clone, Ty: GraphType, L:
             node_label_map.add_item(item.clone());
         }
 
-        let mut edge_label_map= self.edge_label_map.clone();
+        let mut edge_label_map = self.edge_label_map.clone();
         for item in other.edge_label_map.items() {
             edge_label_map.add_item(item.clone());
         }
@@ -722,7 +723,7 @@ impl<Id: IdType, NL: Hash + Eq + Clone, EL: Hash + Eq + Clone, Ty: GraphType, L:
             in_edge_vec: match (self.in_edge_vec, other.in_edge_vec) {
                 (None, None) => None,
                 (Some(left), Some(right)) => Some(left + right),
-                _ => panic!("Can not merge Some `in_edge_vec` with None.")
+                _ => panic!("Can not merge Some `in_edge_vec` with None."),
             },
             labels: _merge_labels(self.labels, other.labels),
             graph_type: PhantomData,
diff --git a/src/main.rs b/src/main.rs
new file mode 100644
index 00000000..f2b20aa9
--- /dev/null
+++ b/src/main.rs
@@ -0,0 +1,21 @@
+extern crate rust_graph;
+
+use rust_graph::generic::MutNodeMapTrait;
+use rust_graph::prelude::*;
+use rust_graph::*;
+
+fn main() {
+    let mut g = UnGraphMap::<&str>::new();
+
+    g.add_node(1, Some("node_1"));
+    g.add_node(3, Some("node_3"));
+
+    g.get_node_mut(1).unwrap().add_edge(4, None);
+    g.get_node_mut(3).unwrap().add_edge(6, None);
+
+    g.refine_edge_count();
+
+    let sg = g.into_static();
+
+    println!("{:?}", sg);
+}

From f7d0915dffc5a0a8c28148006dbed6275bbb3555 Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Sat, 2 Feb 2019 00:07:30 +1100
Subject: [PATCH 077/391] add graphvec

---
 examples/csv_to_static.rs               |  33 ++--
 examples/static_to_mmap.rs              |   6 +-
 src/generic/dtype.rs                    |  11 +-
 src/graph_impl/graph_map/graph.rs       |  17 +-
 src/graph_impl/graph_vec/mod.rs         | 213 ++++++++++++++++++++----
 src/graph_impl/mod.rs                   |   1 +
 src/graph_impl/static_graph/edge_vec.rs |   6 +-
 src/graph_impl/static_graph/graph.rs    |  12 +-
 src/io/ldbc/node.rs                     |   5 +-
 src/io/ldbc/relation.rs                 |  10 +-
 tests/io.rs                             |  76 ++++-----
 11 files changed, 281 insertions(+), 109 deletions(-)

diff --git a/examples/csv_to_static.rs b/examples/csv_to_static.rs
index d790f4a2..0e20a237 100644
--- a/examples/csv_to_static.rs
+++ b/examples/csv_to_static.rs
@@ -37,49 +37,58 @@ fn main() {
                 .short("n")
                 .long("node")
                 .takes_value(true),
-        ).arg(
+        )
+        .arg(
             Arg::with_name("edge_file")
                 .short("e")
                 .long("edge")
                 .required(true)
                 .takes_value(true),
-        ).arg(
+        )
+        .arg(
             Arg::with_name("out_file")
                 .short("o")
                 .long("out")
                 .takes_value(true),
-        ).arg(
+        )
+        .arg(
             Arg::with_name("separator")
                 .short("s")
                 .long("separator")
                 .long_help("allowed separator: [comma|space|tab]")
                 .takes_value(true),
-        ).arg(
+        )
+        .arg(
             Arg::with_name("has_headers")
                 .short("h")
                 .long("headers")
                 .multiple(true),
-        ).arg(
+        )
+        .arg(
             Arg::with_name("is_flexible")
                 .short("f")
                 .long("flexible")
                 .multiple(true),
-        ).arg(
+        )
+        .arg(
             Arg::with_name("is_directed")
                 .short("d")
                 .long("directed")
                 .multiple(true),
-        ).arg(
+        )
+        .arg(
             Arg::with_name("reorder_node_id")
                 .short("i")
                 .long("reorder_nodes")
                 .multiple(true),
-        ).arg(
+        )
+        .arg(
             Arg::with_name("reorded_label_id")
                 .short("l")
                 .long("reorder_labels")
                 .multiple(true),
-        ).get_matches();
+        )
+        .get_matches();
 
     let node_file = matches.value_of("node_file").map(Path::new);
     let edge_file = Path::new(matches.value_of("edge_file").unwrap());
@@ -103,7 +112,8 @@ fn main() {
             separator,
             has_headers,
             is_flexible,
-        ).expect("Error when loading csv");
+        )
+        .expect("Error when loading csv");
 
         println!("Converting graph");
         let static_graph = g
@@ -123,7 +133,8 @@ fn main() {
             separator,
             has_headers,
             is_flexible,
-        ).expect("Error when loading csv");
+        )
+        .expect("Error when loading csv");
 
         println!("Converting graph");
         let static_graph = g
diff --git a/examples/static_to_mmap.rs b/examples/static_to_mmap.rs
index 3a3769c0..30c7467e 100644
--- a/examples/static_to_mmap.rs
+++ b/examples/static_to_mmap.rs
@@ -33,14 +33,16 @@ fn main() {
                 .long("graph")
                 .required(true)
                 .takes_value(true),
-        ).arg(Arg::with_name("directed").short("d").long("directed"))
+        )
+        .arg(Arg::with_name("directed").short("d").long("directed"))
         .arg(
             Arg::with_name("output")
                 .short("o")
                 .long("output")
                 .required(true)
                 .takes_value(true),
-        ).get_matches();
+        )
+        .get_matches();
 
     let graph = matches.value_of("graph").unwrap();
     let output = matches.value_of("output").unwrap();
diff --git a/src/generic/dtype.rs b/src/generic/dtype.rs
index 48b43398..78d1a378 100644
--- a/src/generic/dtype.rs
+++ b/src/generic/dtype.rs
@@ -67,7 +67,8 @@ pub unsafe trait IdType:
     fn id(&self) -> usize;
     fn max_value() -> Self;
     fn max_usize() -> usize;
-    fn increment(&self) -> Self;
+    #[inline(always)]
+    fn increment(&mut self) {}
 }
 
 unsafe impl IdType for () {
@@ -87,10 +88,6 @@ unsafe impl IdType for () {
     fn max_usize() -> usize {
         0
     }
-    #[inline(always)]
-    fn increment(&self) -> Self {
-        ()
-    }
 }
 
 macro_rules! impl_id_type {
@@ -114,8 +111,8 @@ macro_rules! impl_id_type {
                     ::std::$type::MAX as usize
                 }
                 #[inline(always)]
-                fn increment(&self) -> Self {
-                    *self + 1
+                fn increment(&mut self) {
+                    *self+=1;
                 }
             }
         )*
diff --git a/src/graph_impl/graph_map/graph.rs b/src/graph_impl/graph_map/graph.rs
index c981bf06..3a73a6aa 100644
--- a/src/graph_impl/graph_map/graph.rs
+++ b/src/graph_impl/graph_map/graph.rs
@@ -112,7 +112,8 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Partial
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Eq
     for TypedGraphMap<Id, NL, EL, Ty, L>
-{}
+{
+}
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Hash
     for TypedGraphMap<Id, NL, EL, Ty, L>
@@ -147,7 +148,8 @@ where
     NL: serde::Serialize,
     EL: serde::Serialize,
     L: serde::Serialize,
-{}
+{
+}
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Deserialize
     for TypedGraphMap<Id, NL, EL, Ty, L>
@@ -156,7 +158,8 @@ where
     NL: for<'de> serde::Deserialize<'de>,
     EL: for<'de> serde::Deserialize<'de>,
     L: for<'de> serde::Deserialize<'de>,
-{}
+{
+}
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
     TypedGraphMap<Id, NL, EL, Ty, L>
@@ -590,7 +593,8 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> UnGraphTrait<Id, L>
     for TypedUnGraphMap<Id, NL, EL, L>
-{}
+{
+}
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> DiGraphTrait<Id, L>
     for TypedDiGraphMap<Id, NL, EL, L>
@@ -778,7 +782,8 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
                         });
 
                         (new_n, new_l)
-                    }).collect()
+                    })
+                    .collect()
             } else {
                 node.neighbors
             };
@@ -905,7 +910,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
                 _in_offset_vec.push(_in_offset);
             }
 
-            nid = nid.increment();
+            nid.increment();
 
             //shrink the map to save memory
             self.shrink_to_fit();
diff --git a/src/graph_impl/graph_vec/mod.rs b/src/graph_impl/graph_vec/mod.rs
index c9ec2733..ef16f6b4 100644
--- a/src/graph_impl/graph_vec/mod.rs
+++ b/src/graph_impl/graph_vec/mod.rs
@@ -18,64 +18,215 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-use std::borrow::Cow;
-use std::collections::{BTreeMap, BTreeSet, HashMap};
-use std::hash::{Hash, Hasher};
-use std::marker::PhantomData;
-use std::mem;
-
-use generic::{
-    DefaultId, DefaultTy, DiGraphTrait, Directed, EdgeType, GeneralGraph, GraphLabelTrait,
-    GraphTrait, GraphType, IdType, Iter, MapTrait, MutEdgeType, MutGraphLabelTrait, MutGraphTrait,
-    MutMapTrait, MutNodeTrait, MutNodeType, NodeTrait, NodeType, OwnedEdgeType, OwnedNodeType,
-    UnGraphTrait, Undirected,
-};
-use graph_impl::graph_map::{Edge, MutNodeMapTrait, NodeMap, NodeMapTrait};
-use graph_impl::{EdgeVec, GraphImpl, TypedStaticGraph};
+
+use std::hash::Hash;
+
+use generic::{DefaultId, GraphType, IdType, MutMapTrait};
+use graph_impl::static_graph::edge_vec::EdgeVecTrait;
+use graph_impl::{EdgeVec, TypedStaticGraph};
 use map::SetMap;
 
-type Node<Id, L> = (Id, Option<L>);
-type Edge<Id, L> = (Id, Id, Option<L>);
+pub type GraphVec<NL, EL, L = DefaultId> = TypedGraphVec<DefaultId, NL, EL, L>;
 
 #[derive(Debug, Clone, Serialize, Deserialize)]
-struct GraphVec<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType = Id> {
-    nodes: Vec<Node<Id, L>>,
-    edges: Vec<Edge<Id, L>>,
-    in_edges: Vec<Edge<Id, L>>,
+pub struct TypedGraphVec<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType = Id> {
+    nodes: Vec<(Id, L)>,
+    edges: Vec<(Id, Id, L)>,
+    in_edges: Vec<(Id, Id)>,
     node_label_map: SetMap<NL>,
     edge_label_map: SetMap<EL>,
+
+    has_node_label: bool,
+    has_edge_label: bool,
 }
 
-impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> GraphVec<Id, NL, EL, L> {
+impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL, EL, L> {
     pub fn new() -> Self {
-        GraphVec {
+        TypedGraphVec {
             nodes: Vec::new(),
             edges: Vec::new(),
             in_edges: Vec::new(),
             node_label_map: SetMap::new(),
             edge_label_map: SetMap::new(),
+            has_node_label: false,
+            has_edge_label: false,
         }
     }
 
     #[inline]
-    fn add_node(&mut self, id: Id, label: Option<NL>) {
-        let label_id = label.map(|l| L::new(self.node_label_map.add_item(l)));
+    pub fn add_node(&mut self, id: Id, label: Option<NL>) {
+        let label_id = match label {
+            Some(l) => {
+                if !self.has_node_label {
+                    self.has_node_label = true;
+                }
+                L::new(self.node_label_map.add_item(l))
+            }
+            None => L::max_value(),
+        };
+
         self.nodes.push((id, label_id));
     }
 
     #[inline]
-    fn add_edge(&mut self, src: Id, dst: Id, label: Option<EL>) {
-        let label_id = label.map(|l| L::new(self.edge_label_map.add_item(l)));
+    pub fn add_edge(&mut self, src: Id, dst: Id, label: Option<EL>) {
+        let label_id = match label {
+            Some(l) => {
+                if !self.has_edge_label {
+                    self.has_edge_label = true;
+                }
+                L::new(self.edge_label_map.add_item(l))
+            }
+            None => L::max_value(),
+        };
+
         self.edges.push((src, dst, label_id));
     }
 
     #[inline]
-    fn add_in_edge(&mut self, src: Id, dst: Id, label: Option<EL>) {
-        let label_id = label.map(|l| L::new(self.edge_label_map.add_item(l)));
-        self.in_edges.push((src, dst, label_id));
+    pub fn add_in_edge(&mut self, src: Id, dst: Id) {
+        self.in_edges.push((src, dst));
+    }
+
+    #[inline(always)]
+    pub fn is_directed(&self) -> bool {
+        !self.in_edges.is_empty()
+    }
+
+    #[inline(always)]
+    pub fn is_empty(&self) -> bool {
+        self.nodes.is_empty()
+    }
+
+    pub fn into_static<Ty: GraphType>(self) -> TypedStaticGraph<Id, NL, EL, Ty, L> {
+        if self.is_empty() {
+            return TypedStaticGraph::empty();
+        }
+
+        let (node_labels, num_of_nodes) = Self::get_node_labels(self.nodes, self.has_node_label);
+        let edge_vec = Self::get_edge_vec(self.edges, num_of_nodes, self.has_edge_label);
+        let in_edge_vec = if Ty::is_directed() {
+            Some(Self::get_in_edge_vec(self.in_edges, num_of_nodes))
+        } else {
+            None
+        };
+
+        TypedStaticGraph::from_raw(
+            num_of_nodes,
+            edge_vec.num_edges(),
+            edge_vec,
+            in_edge_vec,
+            node_labels,
+            self.node_label_map,
+            self.edge_label_map,
+        )
+    }
+
+    fn get_node_labels(mut nodes: Vec<(Id, L)>, has_node_label: bool) -> (Option<Vec<L>>, usize) {
+        nodes.sort_unstable_by_key(|&(i, _)| i);
+        nodes.dedup_by_key(|&mut (i, _)| i);
+
+        let max_node_id = nodes.last().unwrap().0;
+
+        if !has_node_label {
+            return (None, max_node_id.id() + 1);
+        }
+
+        let mut labels = Vec::new();
+        let mut current = Id::new(0);
+
+        for (i, l) in nodes.into_iter() {
+            while i > current {
+                labels.push(L::max_value());
+                current.increment();
+            }
+            labels.push(l);
+            current.increment();
+        }
+
+        (Some(labels), max_node_id.id() + 1)
     }
 
-    fn into_static<Ty: GraphType>() -> TypedStaticGraph<Id, NL, EL, Ty, L> {
-        unimplemented!()
+    fn get_edge_vec(
+        mut graph: Vec<(Id, Id, L)>,
+        num_of_nodes: usize,
+        has_edge_label: bool,
+    ) -> EdgeVec<Id, L> {
+        let mut offsets = Vec::new();
+        let mut edges = Vec::new();
+        let mut labels = if has_edge_label {
+            Some(Vec::new())
+        } else {
+            None
+        };
+
+        let mut offset = 0usize;
+        offsets.push(offset);
+
+        graph.sort_unstable_by_key(|&(s, d, _)| (s, d));
+        graph.dedup_by_key(|&mut (s, d, _)| (s, d));
+
+        let mut current = Id::new(0);
+        let last = graph.last().map_or(0, |&(i, _, _)| i.id());
+
+        for (s, d, l) in graph.into_iter() {
+            while s > current {
+                offsets.push(offset);
+                current.increment();
+            }
+
+            edges.push(d);
+            if let Some(_labels) = labels.as_mut() {
+                _labels.push(l);
+            }
+
+            offset += 1;
+        }
+
+        offset = edges.len();
+        offsets.push(offset);
+
+        if last + 1 < num_of_nodes {
+            for _ in 0..num_of_nodes - last {
+                offsets.push(offset);
+            }
+        }
+
+        EdgeVec::from_raw(offsets, edges, labels)
+    }
+
+    fn get_in_edge_vec(mut graph: Vec<(Id, Id)>, num_of_nodes: usize) -> EdgeVec<Id, L> {
+        let mut offsets = Vec::new();
+        let mut edges = Vec::new();
+
+        let mut offset = 0usize;
+        offsets.push(offset);
+
+        graph.sort_unstable();
+        graph.dedup();
+
+        let mut current = Id::new(0);
+        let last = graph.last().map_or(0, |&(i, _)| i.id());
+
+        for (s, d) in graph.into_iter() {
+            while s > current {
+                offsets.push(offset);
+                current.increment();
+            }
+
+            edges.push(d);
+            offset += 1;
+        }
+
+        offset = edges.len();
+        offsets.push(offset);
+
+        if last + 1 < num_of_nodes {
+            for _ in 0..num_of_nodes - last {
+                offsets.push(offset);
+            }
+        }
+
+        EdgeVec::new(offsets, edges)
     }
 }
diff --git a/src/graph_impl/mod.rs b/src/graph_impl/mod.rs
index 4b7d925f..2a3e1573 100644
--- a/src/graph_impl/mod.rs
+++ b/src/graph_impl/mod.rs
@@ -26,6 +26,7 @@ pub use graph_impl::graph_map::{
     DiGraphMap, Edge, GraphMap, MutEdge, TypedDiGraphMap, TypedGraphMap, TypedUnGraphMap,
     UnGraphMap,
 };
+pub use graph_impl::graph_vec::{GraphVec, TypedGraphVec};
 pub use graph_impl::static_graph::mmap::{EdgeVecMmap, StaticGraphMmap};
 pub use graph_impl::static_graph::{
     DiStaticGraph, EdgeVec, StaticGraph, TypedDiStaticGraph, TypedStaticGraph, TypedUnStaticGraph,
diff --git a/src/graph_impl/static_graph/edge_vec.rs b/src/graph_impl/static_graph/edge_vec.rs
index 77c0ef84..395893f9 100644
--- a/src/graph_impl/static_graph/edge_vec.rs
+++ b/src/graph_impl/static_graph/edge_vec.rs
@@ -272,7 +272,8 @@ impl<Id: IdType, L: IdType> Add for EdgeVec<Id, L> {
                             .iter()
                             .skip(s1)
                             .take(e1 - s1),
-                    ).merge_by(
+                    )
+                    .merge_by(
                         larger.edges.iter().skip(s2).take(e2 - s2).zip(
                             larger
                                 .labels
@@ -283,7 +284,8 @@ impl<Id: IdType, L: IdType> Add for EdgeVec<Id, L> {
                                 .take(e2 - s2),
                         ),
                         |x1, x2| x1.0 < x2.0,
-                    ).unique_by(|x| x.0);
+                    )
+                    .unique_by(|x| x.0);
 
                 for (&nbr, &lab) in merged_nbrs {
                     edges.push(nbr);
diff --git a/src/graph_impl/static_graph/graph.rs b/src/graph_impl/static_graph/graph.rs
index 8e5d46f5..03a60db4 100644
--- a/src/graph_impl/static_graph/graph.rs
+++ b/src/graph_impl/static_graph/graph.rs
@@ -92,7 +92,8 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Partial
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Eq
     for TypedStaticGraph<Id, NL, EL, Ty, L>
-{}
+{
+}
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Hash
     for TypedStaticGraph<Id, NL, EL, Ty, L>
@@ -126,7 +127,8 @@ where
     NL: serde::Serialize,
     EL: serde::Serialize,
     L: serde::Serialize,
-{}
+{
+}
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Deserialize
     for TypedStaticGraph<Id, NL, EL, Ty, L>
@@ -135,7 +137,8 @@ where
     NL: for<'de> serde::Deserialize<'de>,
     EL: for<'de> serde::Deserialize<'de>,
     L: for<'de> serde::Deserialize<'de>,
-{}
+{
+}
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
     TypedStaticGraph<Id, NL, EL, Ty, L>
@@ -613,7 +616,8 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> UnGraphTrait<Id, L>
     for TypedUnStaticGraph<Id, NL, EL, L>
-{}
+{
+}
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> DiGraphTrait<Id, L>
     for TypedDiStaticGraph<Id, NL, EL, L>
diff --git a/src/io/ldbc/node.rs b/src/io/ldbc/node.rs
index 371d9c87..f1fb1ae5 100644
--- a/src/io/ldbc/node.rs
+++ b/src/io/ldbc/node.rs
@@ -60,8 +60,9 @@ impl Node {
         let str_id = self.name.clone() + &record[self.id_index];
 
         let id = *node_id_map.entry(str_id).or_insert_with(|| {
-            if let Some(i) = g.max_seen_id() {
-                i.increment()
+            if let Some(mut _i) = g.max_seen_id() {
+                _i.increment();
+                _i
             } else {
                 Id::new(0)
             }
diff --git a/src/io/ldbc/relation.rs b/src/io/ldbc/relation.rs
index 75f6782b..d419e2ac 100644
--- a/src/io/ldbc/relation.rs
+++ b/src/io/ldbc/relation.rs
@@ -73,8 +73,9 @@ impl Relation {
         let target_str_id = self.target_label.clone() + &record[self.target_index];
 
         let start_id = *node_id_map.entry(start_str_id).or_insert_with(|| {
-            let i = if let Some(i) = g.max_seen_id() {
-                i.increment()
+            let i = if let Some(mut _i) = g.max_seen_id() {
+                _i.increment();
+                _i
             } else {
                 Id::new(0)
             };
@@ -84,8 +85,9 @@ impl Relation {
         });
 
         let target_id = *node_id_map.entry(target_str_id).or_insert_with(|| {
-            let i = if let Some(i) = g.max_seen_id() {
-                i.increment()
+            let i = if let Some(mut _i) = g.max_seen_id() {
+                _i.increment();
+                _i
             } else {
                 Id::new(0)
             };
diff --git a/tests/io.rs b/tests/io.rs
index 724bbe2f..3f7e9851 100644
--- a/tests/io.rs
+++ b/tests/io.rs
@@ -42,16 +42,15 @@ fn test_cvs_unlabeled() {
     assert!(write_to_csv(&g, &path_to_nodes, &path_to_edges).is_ok());
 
     let mut g_ = GraphMap::new();
-    assert!(
-        read_from_csv(
-            &mut g_,
-            Some(path_to_nodes),
-            path_to_edges,
-            None,
-            true,
-            true
-        ).is_ok()
-    );
+    assert!(read_from_csv(
+        &mut g_,
+        Some(path_to_nodes),
+        path_to_edges,
+        None,
+        true,
+        true
+    )
+    .is_ok());
     assert_eq!(g, g_);
 
     let g: DiGraphMap<Void> = random_gnm_graph_unlabeled(nodes, edges);
@@ -60,16 +59,15 @@ fn test_cvs_unlabeled() {
     assert!(write_to_csv(&g, &path_to_nodes, &path_to_edges).is_ok());
 
     let mut g_ = GraphMap::new();
-    assert!(
-        read_from_csv(
-            &mut g_,
-            Some(path_to_nodes),
-            path_to_edges,
-            None,
-            true,
-            true
-        ).is_ok()
-    );
+    assert!(read_from_csv(
+        &mut g_,
+        Some(path_to_nodes),
+        path_to_edges,
+        None,
+        true,
+        true
+    )
+    .is_ok());
     assert_eq!(g, g_);
 }
 
@@ -91,16 +89,15 @@ fn test_cvs_labeled() {
     assert!(write_to_csv(&g, &path_to_nodes, &path_to_edges).is_ok());
 
     let mut g_ = GraphMap::with_label_map(node_labels.into(), edge_labels.into());
-    assert!(
-        read_from_csv(
-            &mut g_,
-            Some(path_to_nodes),
-            path_to_edges,
-            None,
-            true,
-            true
-        ).is_ok()
-    );
+    assert!(read_from_csv(
+        &mut g_,
+        Some(path_to_nodes),
+        path_to_edges,
+        None,
+        true,
+        true
+    )
+    .is_ok());
     assert_eq!(g, g_);
 
     let g: DiGraphMap<String, u32> =
@@ -110,15 +107,14 @@ fn test_cvs_labeled() {
     assert!(write_to_csv(&g, &path_to_nodes, &path_to_edges).is_ok());
 
     let mut g_ = GraphMap::with_label_map(node_labels.into(), edge_labels.into());
-    assert!(
-        read_from_csv(
-            &mut g_,
-            Some(path_to_nodes),
-            path_to_edges,
-            None,
-            true,
-            true
-        ).is_ok()
-    );
+    assert!(read_from_csv(
+        &mut g_,
+        Some(path_to_nodes),
+        path_to_edges,
+        None,
+        true,
+        true
+    )
+    .is_ok());
     assert_eq!(g, g_);
 }

From a11f9bceddf48a01d65531f72dbe789f0f4c888d Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Sat, 2 Feb 2019 00:19:39 +1100
Subject: [PATCH 078/391] add GrapgVec::with_label_map

---
 src/graph_impl/graph_vec/mod.rs | 12 ++++++++++++
 1 file changed, 12 insertions(+)

diff --git a/src/graph_impl/graph_vec/mod.rs b/src/graph_impl/graph_vec/mod.rs
index ef16f6b4..2e9f6ce2 100644
--- a/src/graph_impl/graph_vec/mod.rs
+++ b/src/graph_impl/graph_vec/mod.rs
@@ -53,6 +53,18 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
         }
     }
 
+    pub fn with_label_map(node_label_map: SetMap<NL>, edge_label_map: SetMap<EL>) -> Self {
+        TypedGraphVec {
+            nodes: Vec::new(),
+            edges: Vec::new(),
+            in_edges: Vec::new(),
+            node_label_map,
+            edge_label_map,
+            has_node_label: false,
+            has_edge_label: false,
+        }
+    }
+
     #[inline]
     pub fn add_node(&mut self, id: Id, label: Option<NL>) {
         let label_id = match label {

From 2aa5be21f418b2fa190ece43b3c2e7809a69754c Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Sat, 2 Feb 2019 00:46:31 +1100
Subject: [PATCH 079/391] add node/edge_count for GraphVec

---
 src/graph_impl/graph_vec/mod.rs | 10 ++++++++++
 1 file changed, 10 insertions(+)

diff --git a/src/graph_impl/graph_vec/mod.rs b/src/graph_impl/graph_vec/mod.rs
index 2e9f6ce2..244184cd 100644
--- a/src/graph_impl/graph_vec/mod.rs
+++ b/src/graph_impl/graph_vec/mod.rs
@@ -110,6 +110,16 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
         self.nodes.is_empty()
     }
 
+    #[inline(always)]
+    pub fn node_count(&self) -> usize {
+        self.edges.len()
+    }
+
+    #[inline(always)]
+    pub fn edge_count(&self) -> usize {
+        self.nodes.len()
+    }
+
     pub fn into_static<Ty: GraphType>(self) -> TypedStaticGraph<Id, NL, EL, Ty, L> {
         if self.is_empty() {
             return TypedStaticGraph::empty();

From b96a1b2dd33fc7e1cb7497b132c0f42329bc5b92 Mon Sep 17 00:00:00 2001
From: Longbin Lai <longbin.lai@gmail.com>
Date: Thu, 7 Feb 2019 20:53:17 +1100
Subject: [PATCH 080/391] Implement Ord and PartialOrd for `Box<GeneralGraph>`

---
 src/generic/graph.rs                    | 45 +++++++++++++++++++++++++
 src/graph_impl/static_graph/edge_vec.rs |  7 ++--
 src/graph_impl/static_graph/graph.rs    | 13 +++----
 3 files changed, 57 insertions(+), 8 deletions(-)

diff --git a/src/generic/graph.rs b/src/generic/graph.rs
index 3c183241..b0815d86 100644
--- a/src/generic/graph.rs
+++ b/src/generic/graph.rs
@@ -330,3 +330,48 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> Hash
         }
     }
 }
+
+use std::cmp::Ordering;
+
+impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> PartialOrd
+    for Box<GeneralGraph<Id, NL, EL, L>>
+{
+    fn partial_cmp(&self, other: &Self) -> Option<Ordering> {
+        if self.node_count() != other.node_count() {
+            return Some(self.node_count().cmp(&other.node_count()));
+        } else {
+            for (node1, node2) in self.node_indices().zip(other.node_indices()) {
+                if node1 != node2 {
+                    return Some(node1.cmp(&node2));
+                } else {
+                    let deg1 = self.degree(node1);
+                    let deg2 = self.degree(node2);
+
+                    if deg1 != deg2 {
+                        return Some(deg1.cmp(&deg2));
+                    } else {
+                        for (nbr1, nbr2) in
+                            self.neighbors_iter(node1).zip(other.neighbors_iter(node2))
+                        {
+                            if nbr1 != nbr2 {
+                                return Some(nbr1.cmp(&nbr2));
+                            }
+                        }
+                    }
+                }
+            }
+        }
+
+        None
+    }
+}
+
+impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> Ord for Box<GeneralGraph<Id, NL, EL, L>> {
+    fn cmp(&self, other: &Self) -> Ordering {
+        if let Some(ord) = self.partial_cmp(other) {
+            ord
+        } else {
+            Ordering::Equal
+        }
+    }
+}
diff --git a/src/graph_impl/static_graph/edge_vec.rs b/src/graph_impl/static_graph/edge_vec.rs
index 79f5f00f..77c0ef84 100644
--- a/src/graph_impl/static_graph/edge_vec.rs
+++ b/src/graph_impl/static_graph/edge_vec.rs
@@ -282,7 +282,7 @@ impl<Id: IdType, L: IdType> Add for EdgeVec<Id, L> {
                                 .skip(s2)
                                 .take(e2 - s2),
                         ),
-                        |x1, x2| x1.0 < x2.0
+                        |x1, x2| x1.0 < x2.0,
                     ).unique_by(|x| x.0);
 
                 for (&nbr, &lab) in merged_nbrs {
@@ -410,7 +410,10 @@ mod test {
 
         assert_eq!(edges.edges, vec![1, 2, 3, 0, 2, 3, 0, 1, 3, 0, 1, 2, 2]);
 
-        assert_eq!(edges.labels, Some(vec![1, 2, 3, 1, 3, 4, 2, 3, 5, 3, 4, 5, 6]));
+        assert_eq!(
+            edges.labels,
+            Some(vec![1, 2, 3, 1, 3, 4, 2, 3, 5, 3, 4, 5, 6])
+        );
     }
 
 }
diff --git a/src/graph_impl/static_graph/graph.rs b/src/graph_impl/static_graph/graph.rs
index 8e41e76f..8e5d46f5 100644
--- a/src/graph_impl/static_graph/graph.rs
+++ b/src/graph_impl/static_graph/graph.rs
@@ -28,7 +28,7 @@ use serde;
 
 use generic::{
     DefaultId, DefaultTy, DiGraphTrait, Directed, EdgeType, GeneralGraph, GraphLabelTrait,
-    GraphTrait, GraphType, IdType, Iter, NodeType, UnGraphTrait, Undirected, MapTrait, MutMapTrait
+    GraphTrait, GraphType, IdType, Iter, MapTrait, MutMapTrait, NodeType, UnGraphTrait, Undirected,
 };
 use graph_impl::static_graph::mmap::graph_mmap::StaticGraphMmapAux;
 use graph_impl::static_graph::node::StaticNode;
@@ -695,13 +695,14 @@ fn _merge_labels<NL>(_labels1: Option<Vec<NL>>, _labels2: Option<Vec<NL>>) -> Op
             result.extend(larger.into_iter().skip(slen));
 
             Some(result)
-        },
-        _ => panic!("Can not merge `Some` labels with `None`.")
+        }
+        _ => panic!("Can not merge `Some` labels with `None`."),
     }
 }
 
 impl<Id: IdType, NL: Hash + Eq + Clone, EL: Hash + Eq + Clone, Ty: GraphType, L: IdType> Add
-    for TypedStaticGraph<Id, NL, EL, Ty, L> {
+    for TypedStaticGraph<Id, NL, EL, Ty, L>
+{
     type Output = TypedStaticGraph<Id, NL, EL, Ty, L>;
 
     fn add(self, other: TypedStaticGraph<Id, NL, EL, Ty, L>) -> Self::Output {
@@ -710,7 +711,7 @@ impl<Id: IdType, NL: Hash + Eq + Clone, EL: Hash + Eq + Clone, Ty: GraphType, L:
             node_label_map.add_item(item.clone());
         }
 
-        let mut edge_label_map= self.edge_label_map.clone();
+        let mut edge_label_map = self.edge_label_map.clone();
         for item in other.edge_label_map.items() {
             edge_label_map.add_item(item.clone());
         }
@@ -722,7 +723,7 @@ impl<Id: IdType, NL: Hash + Eq + Clone, EL: Hash + Eq + Clone, Ty: GraphType, L:
             in_edge_vec: match (self.in_edge_vec, other.in_edge_vec) {
                 (None, None) => None,
                 (Some(left), Some(right)) => Some(left + right),
-                _ => panic!("Can not merge Some `in_edge_vec` with None.")
+                _ => panic!("Can not merge Some `in_edge_vec` with None."),
             },
             labels: _merge_labels(self.labels, other.labels),
             graph_type: PhantomData,

From 6d30cd0a83068df24499f91a8e9fc8113dc224ee Mon Sep 17 00:00:00 2001
From: Zhengyi <zhengyi.yang@outlook.com>
Date: Sun, 17 Feb 2019 22:23:37 +1100
Subject: [PATCH 081/391] cargo fmt

---
 examples/csv_to_static.rs               | 33 ++++-------
 examples/static_to_mmap.rs              |  6 +-
 src/graph_impl/graph_map/graph.rs       | 15 ++---
 src/graph_impl/graph_vec/mod.rs         | 53 +++++++++++++++--
 src/graph_impl/static_graph/edge_vec.rs |  6 +-
 src/graph_impl/static_graph/graph.rs    | 12 ++--
 tests/io.rs                             | 76 +++++++++++++------------
 7 files changed, 112 insertions(+), 89 deletions(-)

diff --git a/examples/csv_to_static.rs b/examples/csv_to_static.rs
index 0e20a237..d790f4a2 100644
--- a/examples/csv_to_static.rs
+++ b/examples/csv_to_static.rs
@@ -37,58 +37,49 @@ fn main() {
                 .short("n")
                 .long("node")
                 .takes_value(true),
-        )
-        .arg(
+        ).arg(
             Arg::with_name("edge_file")
                 .short("e")
                 .long("edge")
                 .required(true)
                 .takes_value(true),
-        )
-        .arg(
+        ).arg(
             Arg::with_name("out_file")
                 .short("o")
                 .long("out")
                 .takes_value(true),
-        )
-        .arg(
+        ).arg(
             Arg::with_name("separator")
                 .short("s")
                 .long("separator")
                 .long_help("allowed separator: [comma|space|tab]")
                 .takes_value(true),
-        )
-        .arg(
+        ).arg(
             Arg::with_name("has_headers")
                 .short("h")
                 .long("headers")
                 .multiple(true),
-        )
-        .arg(
+        ).arg(
             Arg::with_name("is_flexible")
                 .short("f")
                 .long("flexible")
                 .multiple(true),
-        )
-        .arg(
+        ).arg(
             Arg::with_name("is_directed")
                 .short("d")
                 .long("directed")
                 .multiple(true),
-        )
-        .arg(
+        ).arg(
             Arg::with_name("reorder_node_id")
                 .short("i")
                 .long("reorder_nodes")
                 .multiple(true),
-        )
-        .arg(
+        ).arg(
             Arg::with_name("reorded_label_id")
                 .short("l")
                 .long("reorder_labels")
                 .multiple(true),
-        )
-        .get_matches();
+        ).get_matches();
 
     let node_file = matches.value_of("node_file").map(Path::new);
     let edge_file = Path::new(matches.value_of("edge_file").unwrap());
@@ -112,8 +103,7 @@ fn main() {
             separator,
             has_headers,
             is_flexible,
-        )
-        .expect("Error when loading csv");
+        ).expect("Error when loading csv");
 
         println!("Converting graph");
         let static_graph = g
@@ -133,8 +123,7 @@ fn main() {
             separator,
             has_headers,
             is_flexible,
-        )
-        .expect("Error when loading csv");
+        ).expect("Error when loading csv");
 
         println!("Converting graph");
         let static_graph = g
diff --git a/examples/static_to_mmap.rs b/examples/static_to_mmap.rs
index 30c7467e..3a3769c0 100644
--- a/examples/static_to_mmap.rs
+++ b/examples/static_to_mmap.rs
@@ -33,16 +33,14 @@ fn main() {
                 .long("graph")
                 .required(true)
                 .takes_value(true),
-        )
-        .arg(Arg::with_name("directed").short("d").long("directed"))
+        ).arg(Arg::with_name("directed").short("d").long("directed"))
         .arg(
             Arg::with_name("output")
                 .short("o")
                 .long("output")
                 .required(true)
                 .takes_value(true),
-        )
-        .get_matches();
+        ).get_matches();
 
     let graph = matches.value_of("graph").unwrap();
     let output = matches.value_of("output").unwrap();
diff --git a/src/graph_impl/graph_map/graph.rs b/src/graph_impl/graph_map/graph.rs
index 3a73a6aa..d3839387 100644
--- a/src/graph_impl/graph_map/graph.rs
+++ b/src/graph_impl/graph_map/graph.rs
@@ -112,8 +112,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Partial
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Eq
     for TypedGraphMap<Id, NL, EL, Ty, L>
-{
-}
+{}
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Hash
     for TypedGraphMap<Id, NL, EL, Ty, L>
@@ -148,8 +147,7 @@ where
     NL: serde::Serialize,
     EL: serde::Serialize,
     L: serde::Serialize,
-{
-}
+{}
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Deserialize
     for TypedGraphMap<Id, NL, EL, Ty, L>
@@ -158,8 +156,7 @@ where
     NL: for<'de> serde::Deserialize<'de>,
     EL: for<'de> serde::Deserialize<'de>,
     L: for<'de> serde::Deserialize<'de>,
-{
-}
+{}
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
     TypedGraphMap<Id, NL, EL, Ty, L>
@@ -593,8 +590,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> UnGraphTrait<Id, L>
     for TypedUnGraphMap<Id, NL, EL, L>
-{
-}
+{}
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> DiGraphTrait<Id, L>
     for TypedDiGraphMap<Id, NL, EL, L>
@@ -782,8 +778,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
                         });
 
                         (new_n, new_l)
-                    })
-                    .collect()
+                    }).collect()
             } else {
                 node.neighbors
             };
diff --git a/src/graph_impl/graph_vec/mod.rs b/src/graph_impl/graph_vec/mod.rs
index 244184cd..1967f690 100644
--- a/src/graph_impl/graph_vec/mod.rs
+++ b/src/graph_impl/graph_vec/mod.rs
@@ -26,7 +26,7 @@ use graph_impl::static_graph::edge_vec::EdgeVecTrait;
 use graph_impl::{EdgeVec, TypedStaticGraph};
 use map::SetMap;
 
-pub type GraphVec<NL, EL, L = DefaultId> = TypedGraphVec<DefaultId, NL, EL, L>;
+pub type GraphVec<NL, EL = NL, L = DefaultId> = TypedGraphVec<DefaultId, NL, EL, L>;
 
 #[derive(Debug, Clone, Serialize, Deserialize)]
 pub struct TypedGraphVec<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType = Id> {
@@ -36,6 +36,7 @@ pub struct TypedGraphVec<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType = I
     node_label_map: SetMap<NL>,
     edge_label_map: SetMap<EL>,
 
+    max_id: Option<Id>,
     has_node_label: bool,
     has_edge_label: bool,
 }
@@ -48,6 +49,8 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
             in_edges: Vec::new(),
             node_label_map: SetMap::new(),
             edge_label_map: SetMap::new(),
+
+            max_id: None,
             has_node_label: false,
             has_edge_label: false,
         }
@@ -60,6 +63,8 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
             in_edges: Vec::new(),
             node_label_map,
             edge_label_map,
+
+            max_id: None,
             has_node_label: false,
             has_edge_label: false,
         }
@@ -77,6 +82,10 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
             None => L::max_value(),
         };
 
+        if self.max_id.map_or(false, |m| id > m) {
+            self.max_id = Some(id);
+        }
+
         self.nodes.push((id, label_id));
     }
 
@@ -92,11 +101,27 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
             None => L::max_value(),
         };
 
+        if self.max_id.map_or(false, |m| src > m) {
+            self.max_id = Some(src);
+        }
+
+        if self.max_id.map_or(false, |m| dst > m) {
+            self.max_id = Some(dst);
+        }
+
         self.edges.push((src, dst, label_id));
     }
 
     #[inline]
     pub fn add_in_edge(&mut self, src: Id, dst: Id) {
+        if self.max_id.map_or(false, |m| src > m) {
+            self.max_id = Some(src);
+        }
+
+        if self.max_id.map_or(false, |m| dst > m) {
+            self.max_id = Some(dst);
+        }
+
         self.in_edges.push((src, dst));
     }
 
@@ -125,7 +150,8 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
             return TypedStaticGraph::empty();
         }
 
-        let (node_labels, num_of_nodes) = Self::get_node_labels(self.nodes, self.has_node_label);
+        let (node_labels, num_of_nodes) =
+            Self::get_node_labels(self.nodes, self.max_id.unwrap(), self.has_node_label);
         let edge_vec = Self::get_edge_vec(self.edges, num_of_nodes, self.has_edge_label);
         let in_edge_vec = if Ty::is_directed() {
             Some(Self::get_in_edge_vec(self.in_edges, num_of_nodes))
@@ -144,12 +170,14 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
         )
     }
 
-    fn get_node_labels(mut nodes: Vec<(Id, L)>, has_node_label: bool) -> (Option<Vec<L>>, usize) {
+    fn get_node_labels(
+        mut nodes: Vec<(Id, L)>,
+        max_node_id: Id,
+        has_node_label: bool,
+    ) -> (Option<Vec<L>>, usize) {
         nodes.sort_unstable_by_key(|&(i, _)| i);
         nodes.dedup_by_key(|&mut (i, _)| i);
 
-        let max_node_id = nodes.last().unwrap().0;
-
         if !has_node_label {
             return (None, max_node_id.id() + 1);
         }
@@ -252,3 +280,18 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
         EdgeVec::new(offsets, edges)
     }
 }
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+
+    #[test]
+    fn test_graph_vec() {
+        let mut g = GraphVec::<&str>::new();
+        g.add_node(0, Some("node0"));
+        g.add_node(2, Some("node2"));
+        g.add_node(2, Some("node2"));
+        g.add_edge(0, 1, Some("(0,1)"));
+        g.add_edge(1, 0, Some("(0,2)"));
+    }
+}
diff --git a/src/graph_impl/static_graph/edge_vec.rs b/src/graph_impl/static_graph/edge_vec.rs
index 395893f9..77c0ef84 100644
--- a/src/graph_impl/static_graph/edge_vec.rs
+++ b/src/graph_impl/static_graph/edge_vec.rs
@@ -272,8 +272,7 @@ impl<Id: IdType, L: IdType> Add for EdgeVec<Id, L> {
                             .iter()
                             .skip(s1)
                             .take(e1 - s1),
-                    )
-                    .merge_by(
+                    ).merge_by(
                         larger.edges.iter().skip(s2).take(e2 - s2).zip(
                             larger
                                 .labels
@@ -284,8 +283,7 @@ impl<Id: IdType, L: IdType> Add for EdgeVec<Id, L> {
                                 .take(e2 - s2),
                         ),
                         |x1, x2| x1.0 < x2.0,
-                    )
-                    .unique_by(|x| x.0);
+                    ).unique_by(|x| x.0);
 
                 for (&nbr, &lab) in merged_nbrs {
                     edges.push(nbr);
diff --git a/src/graph_impl/static_graph/graph.rs b/src/graph_impl/static_graph/graph.rs
index 03a60db4..8e5d46f5 100644
--- a/src/graph_impl/static_graph/graph.rs
+++ b/src/graph_impl/static_graph/graph.rs
@@ -92,8 +92,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Partial
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Eq
     for TypedStaticGraph<Id, NL, EL, Ty, L>
-{
-}
+{}
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Hash
     for TypedStaticGraph<Id, NL, EL, Ty, L>
@@ -127,8 +126,7 @@ where
     NL: serde::Serialize,
     EL: serde::Serialize,
     L: serde::Serialize,
-{
-}
+{}
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Deserialize
     for TypedStaticGraph<Id, NL, EL, Ty, L>
@@ -137,8 +135,7 @@ where
     NL: for<'de> serde::Deserialize<'de>,
     EL: for<'de> serde::Deserialize<'de>,
     L: for<'de> serde::Deserialize<'de>,
-{
-}
+{}
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
     TypedStaticGraph<Id, NL, EL, Ty, L>
@@ -616,8 +613,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> UnGraphTrait<Id, L>
     for TypedUnStaticGraph<Id, NL, EL, L>
-{
-}
+{}
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> DiGraphTrait<Id, L>
     for TypedDiStaticGraph<Id, NL, EL, L>
diff --git a/tests/io.rs b/tests/io.rs
index 3f7e9851..724bbe2f 100644
--- a/tests/io.rs
+++ b/tests/io.rs
@@ -42,15 +42,16 @@ fn test_cvs_unlabeled() {
     assert!(write_to_csv(&g, &path_to_nodes, &path_to_edges).is_ok());
 
     let mut g_ = GraphMap::new();
-    assert!(read_from_csv(
-        &mut g_,
-        Some(path_to_nodes),
-        path_to_edges,
-        None,
-        true,
-        true
-    )
-    .is_ok());
+    assert!(
+        read_from_csv(
+            &mut g_,
+            Some(path_to_nodes),
+            path_to_edges,
+            None,
+            true,
+            true
+        ).is_ok()
+    );
     assert_eq!(g, g_);
 
     let g: DiGraphMap<Void> = random_gnm_graph_unlabeled(nodes, edges);
@@ -59,15 +60,16 @@ fn test_cvs_unlabeled() {
     assert!(write_to_csv(&g, &path_to_nodes, &path_to_edges).is_ok());
 
     let mut g_ = GraphMap::new();
-    assert!(read_from_csv(
-        &mut g_,
-        Some(path_to_nodes),
-        path_to_edges,
-        None,
-        true,
-        true
-    )
-    .is_ok());
+    assert!(
+        read_from_csv(
+            &mut g_,
+            Some(path_to_nodes),
+            path_to_edges,
+            None,
+            true,
+            true
+        ).is_ok()
+    );
     assert_eq!(g, g_);
 }
 
@@ -89,15 +91,16 @@ fn test_cvs_labeled() {
     assert!(write_to_csv(&g, &path_to_nodes, &path_to_edges).is_ok());
 
     let mut g_ = GraphMap::with_label_map(node_labels.into(), edge_labels.into());
-    assert!(read_from_csv(
-        &mut g_,
-        Some(path_to_nodes),
-        path_to_edges,
-        None,
-        true,
-        true
-    )
-    .is_ok());
+    assert!(
+        read_from_csv(
+            &mut g_,
+            Some(path_to_nodes),
+            path_to_edges,
+            None,
+            true,
+            true
+        ).is_ok()
+    );
     assert_eq!(g, g_);
 
     let g: DiGraphMap<String, u32> =
@@ -107,14 +110,15 @@ fn test_cvs_labeled() {
     assert!(write_to_csv(&g, &path_to_nodes, &path_to_edges).is_ok());
 
     let mut g_ = GraphMap::with_label_map(node_labels.into(), edge_labels.into());
-    assert!(read_from_csv(
-        &mut g_,
-        Some(path_to_nodes),
-        path_to_edges,
-        None,
-        true,
-        true
-    )
-    .is_ok());
+    assert!(
+        read_from_csv(
+            &mut g_,
+            Some(path_to_nodes),
+            path_to_edges,
+            None,
+            true,
+            true
+        ).is_ok()
+    );
     assert_eq!(g, g_);
 }

From afaa35da469ad073ed0242f86af7599341f312ce Mon Sep 17 00:00:00 2001
From: Zhengyi <zhengyi.yang@outlook.com>
Date: Sun, 17 Feb 2019 23:14:24 +1100
Subject: [PATCH 082/391] add graph_vec tests

---
 src/graph_impl/graph_vec/mod.rs | 66 ++++++++++++++++++++++++++++-----
 1 file changed, 57 insertions(+), 9 deletions(-)

diff --git a/src/graph_impl/graph_vec/mod.rs b/src/graph_impl/graph_vec/mod.rs
index 1967f690..4b0a8d62 100644
--- a/src/graph_impl/graph_vec/mod.rs
+++ b/src/graph_impl/graph_vec/mod.rs
@@ -82,7 +82,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
             None => L::max_value(),
         };
 
-        if self.max_id.map_or(false, |m| id > m) {
+        if self.max_id.map_or(true, |m| id > m) {
             self.max_id = Some(id);
         }
 
@@ -101,11 +101,11 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
             None => L::max_value(),
         };
 
-        if self.max_id.map_or(false, |m| src > m) {
+        if self.max_id.map_or(true, |m| src > m) {
             self.max_id = Some(src);
         }
 
-        if self.max_id.map_or(false, |m| dst > m) {
+        if self.max_id.map_or(true, |m| dst > m) {
             self.max_id = Some(dst);
         }
 
@@ -114,11 +114,11 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
 
     #[inline]
     pub fn add_in_edge(&mut self, src: Id, dst: Id) {
-        if self.max_id.map_or(false, |m| src > m) {
+        if self.max_id.map_or(true, |m| src > m) {
             self.max_id = Some(src);
         }
 
-        if self.max_id.map_or(false, |m| dst > m) {
+        if self.max_id.map_or(true, |m| dst > m) {
             self.max_id = Some(dst);
         }
 
@@ -127,7 +127,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
 
     #[inline(always)]
     pub fn is_directed(&self) -> bool {
-        !self.in_edges.is_empty()
+        self.max_id.is_some()
     }
 
     #[inline(always)]
@@ -161,7 +161,11 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
 
         TypedStaticGraph::from_raw(
             num_of_nodes,
-            edge_vec.num_edges(),
+            if Ty::is_directed() {
+                edge_vec.num_edges()
+            } else {
+                edge_vec.num_edges() >> 1
+            },
             edge_vec,
             in_edge_vec,
             node_labels,
@@ -284,14 +288,58 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
 #[cfg(test)]
 mod tests {
     use super::*;
+    use graph_impl::{DiStaticGraph, UnStaticGraph};
+    use prelude::*;
 
     #[test]
-    fn test_graph_vec() {
+    fn test_undirected() {
         let mut g = GraphVec::<&str>::new();
         g.add_node(0, Some("node0"));
         g.add_node(2, Some("node2"));
         g.add_node(2, Some("node2"));
         g.add_edge(0, 1, Some("(0,1)"));
-        g.add_edge(1, 0, Some("(0,2)"));
+        g.add_edge(1, 0, Some("(0,1)"));
+        g.add_edge(0, 3, Some("(0,3)"));
+
+        let un_graph = g.clone().into_static::<Undirected>();
+        println!("{:?}", un_graph);
+
+        let un_graph_true = UnStaticGraph::<&str>::from_raw(
+            4,
+            1,
+            EdgeVec::with_labels(vec![0, 2, 3, 3, 3, 3], vec![1, 3, 0], vec![0, 1, 0]),
+            None,
+            Some(vec![0, 4294967295, 1]),
+            vec!["node0", "node2"].into(),
+            vec!["(0,1)", "(0,3)"].into(),
+        );
+
+        assert_eq!(format!("{:?}", un_graph), format!("{:?}", un_graph_true));
+    }
+
+    #[test]
+    fn test_directed() {
+        let mut g = GraphVec::<&str>::new();
+        g.add_node(0, Some("node0"));
+        g.add_node(2, Some("node2"));
+        g.add_node(2, Some("node2"));
+        g.add_edge(0, 1, Some("(0,1)"));
+        g.add_in_edge(1, 0);
+        g.add_edge(0, 3, Some("(0,3)"));
+
+        let di_graph = g.clone().into_static::<Directed>();
+        println!("{:?}", di_graph);
+
+        let di_graph_true = DiStaticGraph::<&str>::from_raw(
+            4,
+            2,
+            EdgeVec::with_labels(vec![0, 2, 2, 2, 2, 2], vec![1, 3], vec![0, 1]),
+            Some(EdgeVec::new(vec![0, 0, 1, 1, 1, 1], vec![0])),
+            Some(vec![0, 4294967295, 1]),
+            vec!["node0", "node2"].into(),
+            vec!["(0,1)", "(0,3)"].into(),
+        );
+
+        assert_eq!(format!("{:?}", di_graph), format!("{:?}", di_graph_true));
     }
 }

From 424008558e6db5a0e193b492d75f1d7c4d55b3d9 Mon Sep 17 00:00:00 2001
From: Longbin Lai <longbin.lai@gmail.com>
Date: Thu, 21 Feb 2019 12:34:21 +1100
Subject: [PATCH 083/391] Adding debug info.

---
 src/graph_impl/static_graph/edge_vec.rs | 38 +++++++++++++++++++------
 1 file changed, 30 insertions(+), 8 deletions(-)

diff --git a/src/graph_impl/static_graph/edge_vec.rs b/src/graph_impl/static_graph/edge_vec.rs
index 77c0ef84..981d2103 100644
--- a/src/graph_impl/static_graph/edge_vec.rs
+++ b/src/graph_impl/static_graph/edge_vec.rs
@@ -211,9 +211,10 @@ impl<Id: IdType, L: IdType> Default for EdgeVec<Id, L> {
 
 /// Add two `EdgeVec`s following the rules:
 /// * The `edges` will the merged vector, duplication will be removed.
-/// * The `labels` if some, will be the merged vector. When there is duplication, the one with
-///   larger `offsets` will be used. If they have the same `offsets` length, `self`'s label
-///   will be chosen.
+/// * The `labels` if some, will be the merged vector. We assume that the label is the same
+///   for two same edges (same `src` and `dst`) is the same, hence the label will be randomly
+///   picked up in either `EdgeVec`. If they contain different labels, it will end with indefinite
+///   results.
 /// * The `offsets` will be of the length of the longer one, and reshifted according to the
 ///   merged `edges`.
 ///
@@ -225,6 +226,9 @@ impl<Id: IdType, L: IdType> Add for EdgeVec<Id, L> {
 
     fn add(self, other: EdgeVec<Id, L>) -> Self::Output {
         assert_eq!(self.labels.is_some(), other.labels.is_some());
+        println!("self: offset len: {}, edges len: {}", self.offsets.len(), self.edges.len());
+        println!("self: offset len: {}, edges len: {}", other.offsets.len(), other.edges.len());
+
         let (smaller, larger) = if self.offsets.len() <= other.offsets.len() {
             (self, other)
         } else {
@@ -272,7 +276,7 @@ impl<Id: IdType, L: IdType> Add for EdgeVec<Id, L> {
                             .iter()
                             .skip(s1)
                             .take(e1 - s1),
-                    ).merge_by(
+                    ).merge(
                         larger.edges.iter().skip(s2).take(e2 - s2).zip(
                             larger
                                 .labels
@@ -281,8 +285,7 @@ impl<Id: IdType, L: IdType> Add for EdgeVec<Id, L> {
                                 .iter()
                                 .skip(s2)
                                 .take(e2 - s2),
-                        ),
-                        |x1, x2| x1.0 < x2.0,
+                        )
                     ).unique_by(|x| x.0);
 
                 for (&nbr, &lab) in merged_nbrs {
@@ -378,7 +381,7 @@ mod test {
         let edges2 = EdgeVec::<u32>::with_labels(
             vec![0, 2, 5, 7, 8],
             vec![1_u32, 2, 0, 2, 3, 0, 1, 1],
-            vec![1, 6, 1, 3, 4, 2, 3, 4],
+            vec![1, 2, 1, 3, 4, 2, 3, 4],
         );
 
         let edges = edges1 + edges2;
@@ -387,7 +390,7 @@ mod test {
 
         assert_eq!(edges.edges, vec![1, 2, 3, 0, 2, 3, 0, 1, 3, 0, 1, 2]);
 
-        assert_eq!(edges.labels, Some(vec![1, 6, 3, 1, 3, 4, 2, 3, 5, 3, 4, 5]));
+        assert_eq!(edges.labels, Some(vec![1, 2, 3, 1, 3, 4, 2, 3, 5, 3, 4, 5]));
     }
 
     #[test]
@@ -416,4 +419,23 @@ mod test {
         );
     }
 
+    #[test]
+    fn test_merge_with_empty_edges() {
+        let edges1 = EdgeVec::<u32>::new(
+            vec![0, 0],
+            vec![],
+        );
+
+        let edges2 = EdgeVec::<u32>::new(
+            vec![0, 1, 2, 3, 6, 7],
+            vec![3_u32, 3, 3, 0, 1, 2, 2],
+        );
+
+        let edges = edges1 + edges2;
+
+        assert_eq!(edges.offsets, vec![0, 1, 2, 3, 6, 7]);
+
+        assert_eq!(edges.edges, vec![3_u32, 3, 3, 0, 1, 2, 2]);
+    }
+
 }

From 9dae810ec1fbf89245d3b0d32d9ee13b4de1c08f Mon Sep 17 00:00:00 2001
From: Longbin Lai <longbin.lai@gmail.com>
Date: Thu, 21 Feb 2019 14:37:39 +1100
Subject: [PATCH 084/391] Fixing EdgeVec::add

---
 src/graph_impl/static_graph/edge_vec.rs | 9 +++++----
 1 file changed, 5 insertions(+), 4 deletions(-)

diff --git a/src/graph_impl/static_graph/edge_vec.rs b/src/graph_impl/static_graph/edge_vec.rs
index 981d2103..044c5b55 100644
--- a/src/graph_impl/static_graph/edge_vec.rs
+++ b/src/graph_impl/static_graph/edge_vec.rs
@@ -210,7 +210,7 @@ impl<Id: IdType, L: IdType> Default for EdgeVec<Id, L> {
 }
 
 /// Add two `EdgeVec`s following the rules:
-/// * The `edges` will the merged vector, duplication will be removed.
+/// * The `edges` will be the merged vector, duplication will be removed.
 /// * The `labels` if some, will be the merged vector. We assume that the label is the same
 ///   for two same edges (same `src` and `dst`) is the same, hence the label will be randomly
 ///   picked up in either `EdgeVec`. If they contain different labels, it will end with indefinite
@@ -226,15 +226,16 @@ impl<Id: IdType, L: IdType> Add for EdgeVec<Id, L> {
 
     fn add(self, other: EdgeVec<Id, L>) -> Self::Output {
         assert_eq!(self.labels.is_some(), other.labels.is_some());
-        println!("self: offset len: {}, edges len: {}", self.offsets.len(), self.edges.len());
-        println!("self: offset len: {}, edges len: {}", other.offsets.len(), other.edges.len());
-
         let (smaller, larger) = if self.offsets.len() <= other.offsets.len() {
             (self, other)
         } else {
             (other, self)
         };
 
+        if smaller.offsets.is_empty() {
+            return larger;
+        }
+
         let len = smaller.edges.len() + larger.edges.len();
         let s_num_nodes = smaller.offsets.len() - 1;
         let num_nodes = larger.offsets.len() - 1;

From 627f739dc300fe41087191de79827f7b4fe48c26 Mon Sep 17 00:00:00 2001
From: Zhengyi <zhengyi.yang@outlook.com>
Date: Fri, 22 Feb 2019 16:25:50 +1100
Subject: [PATCH 085/391] fix bug; rustfmt

---
 examples/csv_to_static.rs               | 33 +++++++----
 examples/static_to_mmap.rs              |  6 +-
 src/graph_impl/graph_map/graph.rs       | 15 +++--
 src/graph_impl/graph_vec/mod.rs         | 15 +++--
 src/graph_impl/static_graph/edge_vec.rs |  6 +-
 src/graph_impl/static_graph/graph.rs    | 12 ++--
 tests/io.rs                             | 76 ++++++++++++-------------
 tests/static_graph.rs                   |  2 +-
 8 files changed, 92 insertions(+), 73 deletions(-)

diff --git a/examples/csv_to_static.rs b/examples/csv_to_static.rs
index d790f4a2..0e20a237 100644
--- a/examples/csv_to_static.rs
+++ b/examples/csv_to_static.rs
@@ -37,49 +37,58 @@ fn main() {
                 .short("n")
                 .long("node")
                 .takes_value(true),
-        ).arg(
+        )
+        .arg(
             Arg::with_name("edge_file")
                 .short("e")
                 .long("edge")
                 .required(true)
                 .takes_value(true),
-        ).arg(
+        )
+        .arg(
             Arg::with_name("out_file")
                 .short("o")
                 .long("out")
                 .takes_value(true),
-        ).arg(
+        )
+        .arg(
             Arg::with_name("separator")
                 .short("s")
                 .long("separator")
                 .long_help("allowed separator: [comma|space|tab]")
                 .takes_value(true),
-        ).arg(
+        )
+        .arg(
             Arg::with_name("has_headers")
                 .short("h")
                 .long("headers")
                 .multiple(true),
-        ).arg(
+        )
+        .arg(
             Arg::with_name("is_flexible")
                 .short("f")
                 .long("flexible")
                 .multiple(true),
-        ).arg(
+        )
+        .arg(
             Arg::with_name("is_directed")
                 .short("d")
                 .long("directed")
                 .multiple(true),
-        ).arg(
+        )
+        .arg(
             Arg::with_name("reorder_node_id")
                 .short("i")
                 .long("reorder_nodes")
                 .multiple(true),
-        ).arg(
+        )
+        .arg(
             Arg::with_name("reorded_label_id")
                 .short("l")
                 .long("reorder_labels")
                 .multiple(true),
-        ).get_matches();
+        )
+        .get_matches();
 
     let node_file = matches.value_of("node_file").map(Path::new);
     let edge_file = Path::new(matches.value_of("edge_file").unwrap());
@@ -103,7 +112,8 @@ fn main() {
             separator,
             has_headers,
             is_flexible,
-        ).expect("Error when loading csv");
+        )
+        .expect("Error when loading csv");
 
         println!("Converting graph");
         let static_graph = g
@@ -123,7 +133,8 @@ fn main() {
             separator,
             has_headers,
             is_flexible,
-        ).expect("Error when loading csv");
+        )
+        .expect("Error when loading csv");
 
         println!("Converting graph");
         let static_graph = g
diff --git a/examples/static_to_mmap.rs b/examples/static_to_mmap.rs
index 3a3769c0..30c7467e 100644
--- a/examples/static_to_mmap.rs
+++ b/examples/static_to_mmap.rs
@@ -33,14 +33,16 @@ fn main() {
                 .long("graph")
                 .required(true)
                 .takes_value(true),
-        ).arg(Arg::with_name("directed").short("d").long("directed"))
+        )
+        .arg(Arg::with_name("directed").short("d").long("directed"))
         .arg(
             Arg::with_name("output")
                 .short("o")
                 .long("output")
                 .required(true)
                 .takes_value(true),
-        ).get_matches();
+        )
+        .get_matches();
 
     let graph = matches.value_of("graph").unwrap();
     let output = matches.value_of("output").unwrap();
diff --git a/src/graph_impl/graph_map/graph.rs b/src/graph_impl/graph_map/graph.rs
index d3839387..3a73a6aa 100644
--- a/src/graph_impl/graph_map/graph.rs
+++ b/src/graph_impl/graph_map/graph.rs
@@ -112,7 +112,8 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Partial
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Eq
     for TypedGraphMap<Id, NL, EL, Ty, L>
-{}
+{
+}
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Hash
     for TypedGraphMap<Id, NL, EL, Ty, L>
@@ -147,7 +148,8 @@ where
     NL: serde::Serialize,
     EL: serde::Serialize,
     L: serde::Serialize,
-{}
+{
+}
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Deserialize
     for TypedGraphMap<Id, NL, EL, Ty, L>
@@ -156,7 +158,8 @@ where
     NL: for<'de> serde::Deserialize<'de>,
     EL: for<'de> serde::Deserialize<'de>,
     L: for<'de> serde::Deserialize<'de>,
-{}
+{
+}
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
     TypedGraphMap<Id, NL, EL, Ty, L>
@@ -590,7 +593,8 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> UnGraphTrait<Id, L>
     for TypedUnGraphMap<Id, NL, EL, L>
-{}
+{
+}
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> DiGraphTrait<Id, L>
     for TypedDiGraphMap<Id, NL, EL, L>
@@ -778,7 +782,8 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
                         });
 
                         (new_n, new_l)
-                    }).collect()
+                    })
+                    .collect()
             } else {
                 node.neighbors
             };
diff --git a/src/graph_impl/graph_vec/mod.rs b/src/graph_impl/graph_vec/mod.rs
index 4b0a8d62..14c72898 100644
--- a/src/graph_impl/graph_vec/mod.rs
+++ b/src/graph_impl/graph_vec/mod.rs
@@ -241,7 +241,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
         offsets.push(offset);
 
         if last + 1 < num_of_nodes {
-            for _ in 0..num_of_nodes - last {
+            for _ in 0..num_of_nodes - last - 1 {
                 offsets.push(offset);
             }
         }
@@ -276,7 +276,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
         offsets.push(offset);
 
         if last + 1 < num_of_nodes {
-            for _ in 0..num_of_nodes - last {
+            for _ in 0..num_of_nodes - last - 1 {
                 offsets.push(offset);
             }
         }
@@ -302,18 +302,17 @@ mod tests {
         g.add_edge(0, 3, Some("(0,3)"));
 
         let un_graph = g.clone().into_static::<Undirected>();
-        println!("{:?}", un_graph);
+        //        println!("{:?}", un_graph);
 
         let un_graph_true = UnStaticGraph::<&str>::from_raw(
             4,
             1,
-            EdgeVec::with_labels(vec![0, 2, 3, 3, 3, 3], vec![1, 3, 0], vec![0, 1, 0]),
+            EdgeVec::with_labels(vec![0, 2, 3, 3, 3], vec![1, 3, 0], vec![0, 1, 0]),
             None,
             Some(vec![0, 4294967295, 1]),
             vec!["node0", "node2"].into(),
             vec!["(0,1)", "(0,3)"].into(),
         );
-
         assert_eq!(format!("{:?}", un_graph), format!("{:?}", un_graph_true));
     }
 
@@ -328,13 +327,13 @@ mod tests {
         g.add_edge(0, 3, Some("(0,3)"));
 
         let di_graph = g.clone().into_static::<Directed>();
-        println!("{:?}", di_graph);
+        //        println!("{:?}", di_graph);
 
         let di_graph_true = DiStaticGraph::<&str>::from_raw(
             4,
             2,
-            EdgeVec::with_labels(vec![0, 2, 2, 2, 2, 2], vec![1, 3], vec![0, 1]),
-            Some(EdgeVec::new(vec![0, 0, 1, 1, 1, 1], vec![0])),
+            EdgeVec::with_labels(vec![0, 2, 2, 2, 2], vec![1, 3], vec![0, 1]),
+            Some(EdgeVec::new(vec![0, 0, 1, 1, 1], vec![0])),
             Some(vec![0, 4294967295, 1]),
             vec!["node0", "node2"].into(),
             vec!["(0,1)", "(0,3)"].into(),
diff --git a/src/graph_impl/static_graph/edge_vec.rs b/src/graph_impl/static_graph/edge_vec.rs
index 77c0ef84..395893f9 100644
--- a/src/graph_impl/static_graph/edge_vec.rs
+++ b/src/graph_impl/static_graph/edge_vec.rs
@@ -272,7 +272,8 @@ impl<Id: IdType, L: IdType> Add for EdgeVec<Id, L> {
                             .iter()
                             .skip(s1)
                             .take(e1 - s1),
-                    ).merge_by(
+                    )
+                    .merge_by(
                         larger.edges.iter().skip(s2).take(e2 - s2).zip(
                             larger
                                 .labels
@@ -283,7 +284,8 @@ impl<Id: IdType, L: IdType> Add for EdgeVec<Id, L> {
                                 .take(e2 - s2),
                         ),
                         |x1, x2| x1.0 < x2.0,
-                    ).unique_by(|x| x.0);
+                    )
+                    .unique_by(|x| x.0);
 
                 for (&nbr, &lab) in merged_nbrs {
                     edges.push(nbr);
diff --git a/src/graph_impl/static_graph/graph.rs b/src/graph_impl/static_graph/graph.rs
index 8e5d46f5..03a60db4 100644
--- a/src/graph_impl/static_graph/graph.rs
+++ b/src/graph_impl/static_graph/graph.rs
@@ -92,7 +92,8 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Partial
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Eq
     for TypedStaticGraph<Id, NL, EL, Ty, L>
-{}
+{
+}
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Hash
     for TypedStaticGraph<Id, NL, EL, Ty, L>
@@ -126,7 +127,8 @@ where
     NL: serde::Serialize,
     EL: serde::Serialize,
     L: serde::Serialize,
-{}
+{
+}
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Deserialize
     for TypedStaticGraph<Id, NL, EL, Ty, L>
@@ -135,7 +137,8 @@ where
     NL: for<'de> serde::Deserialize<'de>,
     EL: for<'de> serde::Deserialize<'de>,
     L: for<'de> serde::Deserialize<'de>,
-{}
+{
+}
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
     TypedStaticGraph<Id, NL, EL, Ty, L>
@@ -613,7 +616,8 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> UnGraphTrait<Id, L>
     for TypedUnStaticGraph<Id, NL, EL, L>
-{}
+{
+}
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> DiGraphTrait<Id, L>
     for TypedDiStaticGraph<Id, NL, EL, L>
diff --git a/tests/io.rs b/tests/io.rs
index 724bbe2f..3f7e9851 100644
--- a/tests/io.rs
+++ b/tests/io.rs
@@ -42,16 +42,15 @@ fn test_cvs_unlabeled() {
     assert!(write_to_csv(&g, &path_to_nodes, &path_to_edges).is_ok());
 
     let mut g_ = GraphMap::new();
-    assert!(
-        read_from_csv(
-            &mut g_,
-            Some(path_to_nodes),
-            path_to_edges,
-            None,
-            true,
-            true
-        ).is_ok()
-    );
+    assert!(read_from_csv(
+        &mut g_,
+        Some(path_to_nodes),
+        path_to_edges,
+        None,
+        true,
+        true
+    )
+    .is_ok());
     assert_eq!(g, g_);
 
     let g: DiGraphMap<Void> = random_gnm_graph_unlabeled(nodes, edges);
@@ -60,16 +59,15 @@ fn test_cvs_unlabeled() {
     assert!(write_to_csv(&g, &path_to_nodes, &path_to_edges).is_ok());
 
     let mut g_ = GraphMap::new();
-    assert!(
-        read_from_csv(
-            &mut g_,
-            Some(path_to_nodes),
-            path_to_edges,
-            None,
-            true,
-            true
-        ).is_ok()
-    );
+    assert!(read_from_csv(
+        &mut g_,
+        Some(path_to_nodes),
+        path_to_edges,
+        None,
+        true,
+        true
+    )
+    .is_ok());
     assert_eq!(g, g_);
 }
 
@@ -91,16 +89,15 @@ fn test_cvs_labeled() {
     assert!(write_to_csv(&g, &path_to_nodes, &path_to_edges).is_ok());
 
     let mut g_ = GraphMap::with_label_map(node_labels.into(), edge_labels.into());
-    assert!(
-        read_from_csv(
-            &mut g_,
-            Some(path_to_nodes),
-            path_to_edges,
-            None,
-            true,
-            true
-        ).is_ok()
-    );
+    assert!(read_from_csv(
+        &mut g_,
+        Some(path_to_nodes),
+        path_to_edges,
+        None,
+        true,
+        true
+    )
+    .is_ok());
     assert_eq!(g, g_);
 
     let g: DiGraphMap<String, u32> =
@@ -110,15 +107,14 @@ fn test_cvs_labeled() {
     assert!(write_to_csv(&g, &path_to_nodes, &path_to_edges).is_ok());
 
     let mut g_ = GraphMap::with_label_map(node_labels.into(), edge_labels.into());
-    assert!(
-        read_from_csv(
-            &mut g_,
-            Some(path_to_nodes),
-            path_to_edges,
-            None,
-            true,
-            true
-        ).is_ok()
-    );
+    assert!(read_from_csv(
+        &mut g_,
+        Some(path_to_nodes),
+        path_to_edges,
+        None,
+        true,
+        true
+    )
+    .is_ok());
     assert_eq!(g, g_);
 }
diff --git a/tests/static_graph.rs b/tests/static_graph.rs
index b8fad7a5..0590c658 100644
--- a/tests/static_graph.rs
+++ b/tests/static_graph.rs
@@ -72,7 +72,7 @@ fn test_directed() {
     assert_eq!(g.get_node(1).unwrap_staticnode(), node_1);
     assert_eq!(g.get_node(2).unwrap_staticnode(), node_2);
 
-    println!("{:?}------{:?}", &g, g.get_node(3));
+    //    println!("{:?}------{:?}", &g, g.get_node(3));
     assert!(g.get_node(3).is_none());
 
     assert_eq!(g.get_edge(0, 1).unwrap(), edge_0_1);

From 24806581996ad9e96344f330ad9c8793a6395319 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Sun, 24 Feb 2019 12:46:56 +1100
Subject: [PATCH 086/391] Finished parser for the property

---
 Cargo.toml                                  |   9 +-
 src/lib.rs                                  |   3 +-
 src/main.rs                                 | 175 ++++++++++++++-----
 src/property/cached_property.rs             |   2 +-
 src/property/filter/exp_parser.rs           |  38 ++++
 src/property/filter/node_property_filter.rs |  16 ++
 src/property/mod.rs                         |   1 +
 src/property/property_parser.rs             | 122 +++++++++++++
 src/property/sled_property.rs               |   5 +
 tests/property.rs                           | 182 +++++++++++---------
 10 files changed, 421 insertions(+), 132 deletions(-)
 create mode 100644 src/property/filter/exp_parser.rs
 create mode 100644 src/property/property_parser.rs

diff --git a/Cargo.toml b/Cargo.toml
index ec7af1cd..53a0d0ee 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -7,7 +7,7 @@ autoexamples = true
 [features]
 default = []
 usize_id = []
-ldbc = ["regex"]
+ldbc = []
 
 [dependencies]
 indexmap = { version = "1.0.2",features = ["serde-1"] }
@@ -20,7 +20,7 @@ bincode = "1.0.1"
 log = "0.4"
 csv = "1"
 counter = "0.4.3"
-regex = {version = "1", optional = true }
+regex = "1"
 seahash = "3.0.5"
 fnv = "1.0.6"
 json = "0.11.13"
@@ -32,6 +32,11 @@ serde_json = "1.0"
 tempfile = "3.0.4"
 pbr = "1.0.1"
 clap = "2.32.0"
+criterion = "0.2"
+
+[[bench]]
+name = "property"
+harness = false
 
 [[example]]
 name = "ldbc_to_graphmap"
diff --git a/src/lib.rs b/src/lib.rs
index 2206b99a..b2febaa6 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -34,9 +34,8 @@ extern crate serde_json;
 extern crate log;
 #[macro_use]
 extern crate serde_derive;
-
-#[cfg(feature = "ldbc")]
 extern crate regex;
+
 #[cfg(feature = "ldbc")]
 extern crate seahash;
 
diff --git a/src/main.rs b/src/main.rs
index b14f9378..5d591fad 100644
--- a/src/main.rs
+++ b/src/main.rs
@@ -18,50 +18,147 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-extern crate rust_graph;
-#[macro_use]
+extern crate sled;
 extern crate json;
+extern crate rust_graph;
 
 use std::collections::HashMap;
+use std::path::Path;
+
+use rust_graph::property::*;
+use rust_graph::property::filter::*;
+
+use json::JsonValue;
+use json::number::Number;
+use json::{array, object};
 
-use rust_graph::graph_impl::UnGraphMap;
-use rust_graph::io::serde::{Deserialize, Serialize};
-use rust_graph::prelude::*;
-use rust_graph::property::CachedProperty;
+use sled::Db;
+use std::mem::transmute;
+use std::time::Instant;
 
 fn main() {
-    let g = UnGraphMap::<Void>::new();
-
-    /// `cargo run` -> The default ID type can hold 4294967295 nodes at maximum.
-    /// `cargo run --features=usize_id` -> The default ID type can hold 18446744073709551615 nodes at maximum.
-    println!(
-        "The graph can hold {} nodes and {} labels at maximum.",
-        g.max_possible_id(),
-        g.max_possible_label_id()
-    );
+    sled_num_compare_expression();
 
-    let mut node_property = HashMap::new();
-    let mut edge_property = HashMap::new();
 
-    node_property.insert(
-        0u32,
-        object!(
-            "name"=>"John",
-            "age"=>12,
-            "is_member"=>true,
-            "scores"=>array![9,8,10],
-            ),
-    );
 
-    node_property.insert(
-        1,
-        object!(
-            "name"=>"Marry",
-            "age"=>13,
+//    let g = UnGraphMap::<Void>::new();
+//
+//    /// `cargo run` -> The default ID type can hold 4294967295 nodes at maximum.
+//    /// `cargo run --features=usize_id` -> The default ID type can hold 18446744073709551615 nodes at maximum.
+//    println!(
+//        "The graph can hold {} nodes and {} labels at maximum.",
+//        g.max_possible_id(),
+//        g.max_possible_label_id()
+//    );
+//
+//    let mut node_property = HashMap::new();
+//    let mut edge_property = HashMap::new();
+//
+//    node_property.insert(
+//        0u32,
+//        object!(
+//            "name"=>"John",
+//            "age"=>12,
+//            "is_member"=>true,
+//            "scores"=>array![9,8,10],
+//            ),
+//    );
+//
+//    node_property.insert(
+//        1,
+//        object!(
+//            "name"=>"Marry",
+//            "age"=>13,
+//            "is_member"=>false,
+//            "scores"=>array![10,10,9],
+//            ),
+//    );
+//
+//    edge_property.insert(
+//        (0, 1),
+//        object!(
+//            "friend_since"=>"2018-11-15",
+//            ),
+//    );
+//
+//    let graph = CachedProperty::with_data(node_property, edge_property, false);
+//
+//    println!("{:#?}", &graph);
+//
+//    graph.export("NaivePropertyGraph.bin").unwrap();
+//
+//    let graph1 = CachedProperty::import("NaivePropertyGraph.bin").unwrap();
+//
+//    assert_eq!(graph, graph1);
+}
+
+
+fn sled_num_compare_expression() {
+    // WHERE a.age > 25;
+
+    let exp0 = Var::new("is_member".to_owned());
+    let exp1 = Var::new("age".to_owned());
+    let exp2 = Const::new(JsonValue::Number(Number::from(5)));
+    let exp3 = Const::new(JsonValue::Number(Number::from(0)));
+    let exp4 = Const::new(array![18, 35]);
+    let exp5 = Var::new("age".to_owned());
+    let exp6 = Var::new("name".to_owned());
+    let exp7 = Const::new(JsonValue::String("a".to_owned()));
+    let exp8 = Var::new("name".to_owned());
+    let exp9 = Const::new(JsonValue::String("o".to_owned()));
+    let exp12 = ArithmeticExpression::new(&exp1, &exp2, ArithmeticOperator::Modulo);
+    let exp123 = PredicateExpression::new(&exp12, &exp3, PredicateOperator::Equal);
+    let exp45 = PredicateExpression::new(&exp4, &exp5, PredicateOperator::Range);
+    let exp67 = PredicateExpression::new(&exp6, &exp7, PredicateOperator::Contains);
+    let exp89 = PredicateExpression::new(&exp8, &exp9, PredicateOperator::Contains);
+    let exp6789 = PredicateExpression::new(&exp67, &exp89, PredicateOperator::OR);
+    let exp456789 = PredicateExpression::new(&exp45, &exp6789, PredicateOperator::AND);
+    let exp123456789 = PredicateExpression::new(&exp123, &exp456789, PredicateOperator::AND);
+    let final_exp = PredicateExpression::new(&exp0, &exp123456789, PredicateOperator::AND);
+
+    let t0 = Instant::now();
+    let property_graph = create_sled_property();
+    println!("create: {:?}", t0.elapsed());
+
+    let mut node_cache = HashNodeCache::new();
+    let mut property_filter = NodeFilter::from_cache(&final_exp, &mut node_cache);
+    let vec = (0 .. 50u32).collect::<Vec<u32>>();
+    let t1 = Instant::now();
+    property_filter.pre_fetch(&vec, &property_graph);
+    println!("fetch: {:?}", t1.elapsed());
+
+    let t2 = Instant::now();
+    let result: Vec<u32> = vec.into_iter().filter(|x| property_filter.filter(*x)).collect();
+    println!("exp_filter: {:?}", t2.elapsed());
+
+    let vec0 = (0 .. 50u32).collect::<Vec<u32>>();
+
+    let t3 = Instant::now();
+    let result: Vec<u32> = vec0.into_iter().filter(|x| property_filter.hard_coded_filter(*x)).collect();
+    println!("coded_filter: {:?}", t3.elapsed());
+
+    //    let result0 = property_filter.get_result(0);
+    //    let result1 = property_filter.get_result(1);
+    //
+    //    assert_eq!(result0.unwrap(), false);
+    //    assert_eq!(result1.unwrap(), true);
+}
+
+
+fn create_sled_property() -> SledProperty {
+    let mut node_property = HashMap::new();
+    let mut edge_property = HashMap::new();
+    for i in 0u32..50 {
+        node_property.insert(
+            i,
+            object!(
+            "name"=>"Mike",
+            "age"=>30,
             "is_member"=>false,
             "scores"=>array![10,10,9],
             ),
-    );
+        );
+    }
 
     edge_property.insert(
         (0, 1),
@@ -70,13 +167,9 @@ fn main() {
             ),
     );
 
-    let graph = CachedProperty::with_data(node_property, edge_property, false);
-
-    println!("{:#?}", &graph);
-
-    graph.export("NaivePropertyGraph.bin").unwrap();
-
-    let graph1 = CachedProperty::import("NaivePropertyGraph.bin").unwrap();
-
-    assert_eq!(graph, graph1);
+    let path = Path::new("../undirected");
+    let db = SledProperty::with_data(path, node_property.into_iter(),
+                                     edge_property.into_iter(), false).unwrap();
+    db.flush();
+    db
 }
diff --git a/src/property/cached_property.rs b/src/property/cached_property.rs
index 20e09b27..857abcfc 100644
--- a/src/property/cached_property.rs
+++ b/src/property/cached_property.rs
@@ -381,7 +381,7 @@ mod test {
         edge_property.insert((0, 1), object!());
         let graph = CachedProperty::with_data(node_property, edge_property, true);
 
-        assert_eq!(graph.get_edge_property_all(1, 0), Ok(None));
+        assert_eq!(graph.get_edge_property_all(1, 0).unwrap(), None);
     }
 
 }
diff --git a/src/property/filter/exp_parser.rs b/src/property/filter/exp_parser.rs
new file mode 100644
index 00000000..bff55903
--- /dev/null
+++ b/src/property/filter/exp_parser.rs
@@ -0,0 +1,38 @@
+//// WHERE a.name CONTAINS "a" AND (a.age + 5) > (10 * 3)
+//// 0: ["a.name", "CONTAINS", "a", "AND", "(", "a.age", "+", "5", ")", ">", "(", "10", "*", "3", ")"]
+//// 1: [PredicateExp{a.name, "a", CONTAINS}, "AND", "(", "a.age", "+", "5", ")", ">", ArithmeticExp(10, 3, *)]
+//
+//
+//use property::filter::*;
+//use json::JsonValue;
+//
+//pub fn parse(cypher: &Vec<&str>) -> Box<Expression>{
+//    // add brackets
+//    let mut pos: u32 = 0;
+//    let mut result = JsonValue::as_bool(true);
+//    while pos < cypher.len() {
+//        if cypher[pos] == "(" {
+//            let close: u32 = get_closing_bracket(cypher, pos);
+//            let exp = parse(cypher[pos+1..close-1]);
+//            result = convert_exp(result, exp, cypher[pos-1]);
+//            pos = close + 2;
+//        } else {
+//            let exp = convert_val(cypher[pos]);
+//            result = convert_exp(result, exp, cypher[pos-1]);
+//            pos = pos + 2;
+//        }
+//    }
+//}
+//
+//
+//fn convert_val(exp: &str) -> Box<Expression> {
+//    // get the Value Expression of a string
+//}
+//
+//fn convert_exp(exp0: Box<Expression>, exp1: Box<Expression>, operator: &str) -> Box<Expression> {
+//    // get the Predicate or Arithmetic Expression of a string
+//}
+//
+//fn get_closing_bracket(cypher: &Vec<&str>, pos: u32) -> u32 {
+//    // position of the closing bracket matching the current position
+//}
diff --git a/src/property/filter/node_property_filter.rs b/src/property/filter/node_property_filter.rs
index f1bc051b..af37f76c 100644
--- a/src/property/filter/node_property_filter.rs
+++ b/src/property/filter/node_property_filter.rs
@@ -74,4 +74,20 @@ impl<'a, Id: IdType> NodeFilter<'a, Id> {
     pub fn filter(&self, id: Id) -> bool {
         self.get_result(id).unwrap_or_default()
     }
+
+    pub fn hard_coded_filter(&self, id: Id) -> bool {
+        //a.is_member AND ((a.age MODULE 5 = 0) AND (18 <= a.age <= 35 AND ((a.name CONTAINS "a") OR (a.name CONTAINS "o"))))
+
+        let result = self.node_property_cache.get(id);
+        if result.is_err() {
+            false
+        } else {
+            let value = result.unwrap();
+            let is_member = value["is_member"].as_bool().unwrap();
+            let age = value["age"].as_f64().unwrap();
+            let name = value["name"].as_str().unwrap();
+
+            is_member && ((age % 5.0 == 0.0) && (age >= 18.0 && age <= 35.0 && ((name.contains("a")) || (name.contains("o")))))
+        }
+    }
 }
diff --git a/src/property/mod.rs b/src/property/mod.rs
index 24bffd6d..2384a670 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -21,6 +21,7 @@
 pub mod cached_property;
 pub mod sled_property;
 pub mod filter;
+pub mod property_parser;
 
 pub use property::cached_property::CachedProperty;
 pub use property::sled_property::SledProperty;
diff --git a/src/property/property_parser.rs b/src/property/property_parser.rs
new file mode 100644
index 00000000..1ff57471
--- /dev/null
+++ b/src/property/property_parser.rs
@@ -0,0 +1,122 @@
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+use json::JsonValue;
+use json::number::Number;
+use property::filter::{Expression, Var, PredicateExpression, ArithmeticExpression, Const, PredicateOperator, ArithmeticOperator};
+use regex::Regex;
+
+fn parse_property(cypher_tree: Vec<&str>) -> Box<Expression> {
+    let mut root: usize = 0;
+    let mut count: usize = 0;
+    for i in cypher_tree.clone() {
+        if i.contains("> operator") || i.contains("> comparison") {
+            root = count;
+            break;
+        }
+        count += 1;
+    }
+
+    recursive_parser(&cypher_tree, root)
+}
+
+
+fn recursive_parser(cypher_tree: &Vec<&str>, index: usize) -> Box<Expression> {
+    if let Some(result) = match_val(cypher_tree, index) {
+        result
+    } else if let Some(result) = match_var(cypher_tree, index) {
+        result
+    } else if let Some(result) = match_operator(cypher_tree, index) {
+        result
+    } else {
+        panic!("Invalid cypher tree");
+    }
+}
+
+
+fn match_operator(cypher_tree: &Vec<&str>, index: usize) -> Option<Box<Expression>> {
+    let syntax: &str = cypher_tree[index];
+    let re = Regex::new(r">.+\s+\@(?P<left_index>\w+) (?P<operator>\S+) \@(?P<right_index>\w+)").unwrap();
+    if let Some(caps) = re.captures(syntax) {
+        let left_index: usize = *(&caps["left_index"].parse::<usize>().unwrap());
+        let right_index: usize = *(&caps["right_index"].parse::<usize>().unwrap());
+        let operator_name = &caps["operator"];
+
+        if vec!["AND", "OR", "LessThan"].contains(&operator_name) {
+            let operator = match &caps["operator"] {
+                "AND" => PredicateOperator::AND,
+                "OR" => PredicateOperator::OR,
+                "<" => PredicateOperator::LessThan,
+                _ => panic!("Unknown predicate operator")
+            };
+            Some(Box::new(PredicateExpression::new(recursive_parser(cypher_tree, left_index).as_ref(), recursive_parser(cypher_tree, right_index).as_ref(), operator)))
+        } else {
+            let operator = match &caps["operator"] {
+                "+" => ArithmeticOperator::Add,
+                "-" => ArithmeticOperator::Subtract,
+                _ => panic!("Unknown predicate operator")
+            };
+            Some(Box::new(ArithmeticExpression::new(recursive_parser(cypher_tree, left_index).as_ref(), recursive_parser(cypher_tree, right_index).as_ref(), operator)))
+        }
+    } else {
+        None
+    }
+}
+
+fn match_val(cypher_tree: &Vec<&str>, index: usize) -> Option<Box<Expression>> {
+    let syntax: &str = cypher_tree[index];
+    let re = Regex::new(r"> (?P<type_name>\w+)\s+(?P<value>\w+)").unwrap();
+    if let Some(caps) = re.captures(syntax) {
+        let type_name = &caps["type_name"];
+        let value = &caps["value"];
+
+        if type_name == "integer" {
+            Some(Box::new(Const::new(JsonValue::Number(Number::from(value.parse::<i32>().unwrap())))))
+        } else if type_name == "float" {
+            Some(Box::new(Const::new(JsonValue::Number(Number::from(value.parse::<f64>().unwrap())))))
+        } else if type_name == "string" {
+            Some(Box::new(Const::new(JsonValue::String(value.to_string()))))
+        } else {
+            Some(Box::new(Const::new(JsonValue::Null)))
+        }
+    } else {
+        None
+    }
+}
+
+fn match_var(cypher_tree: &Vec<&str>, index: usize) -> Option<Box<Expression>> {
+    let syntax: &str = cypher_tree[index];
+    let re = Regex::new(r"> property\s+\@(?P<var_index>\w+)\.\@(?P<attribute_index>\w+)").unwrap();
+    if let Some(caps) = re.captures(syntax) {
+        let var_index: usize = *(&caps["var_index"].parse::<usize>().unwrap());
+        let attribute_index: usize = *(&caps["attribute_index"].parse::<usize>().unwrap());
+        let attribute_line = cypher_tree[attribute_index];
+        let re = Regex::new(r"> prop name\s+\`(?P<attribute_name>\w+)\`").unwrap();
+
+        if let Some(caps) = re.captures(attribute_line) {
+            let attribute_name = &caps["attribute_name"];
+            Some(Box::new(Var::new(attribute_name.to_string())))
+        } else {
+            None
+        }
+    } else {
+        None
+    }
+}
\ No newline at end of file
diff --git a/src/property/sled_property.rs b/src/property/sled_property.rs
index 87c2b45b..79ef0dd7 100644
--- a/src/property/sled_property.rs
+++ b/src/property/sled_property.rs
@@ -78,6 +78,11 @@ impl SledProperty {
 
     }
 
+    pub fn flush(&self){
+        self.node_property.flush().unwrap();
+        self.edge_property.flush().unwrap();
+    }
+
     #[inline(always)]
     pub fn is_directed(&self) -> bool {
         self.is_directed
diff --git a/tests/property.rs b/tests/property.rs
index 87922a04..ca66dc83 100644
--- a/tests/property.rs
+++ b/tests/property.rs
@@ -23,7 +23,6 @@ extern crate json;
 
 use std::collections::HashMap;
 use std::path::Path;
-use std::process::Command;
 
 use rust_graph::property::*;
 use rust_graph::property::filter::*;
@@ -31,6 +30,8 @@ use json::JsonValue;
 use json::number::Number;
 use json::{array, object};
 
+use std::time::Instant;
+
 
 #[test]
 fn test_cached_boolean_expression() {
@@ -44,11 +45,9 @@ fn test_cached_boolean_expression() {
 
     property_filter.pre_fetch(&[0, 1], &property_graph);
 
-    let result0 = property_filter.get_result(0);
-    let result1 = property_filter.get_result(1);
+    let result: Vec<u32> = vec![0, 1].into_iter().filter(|x| property_filter.filter(*x)).collect();
 
-    assert_eq!(result0.unwrap(), true);
-    assert_eq!(result1.unwrap(), false);
+    assert_eq!(vec![0], result);
 }
 
 
@@ -67,11 +66,10 @@ fn test_cached_num_compare_expression() {
     let mut property_filter = NodeFilter::from_cache(&exp, &mut node_cache);
 
     property_filter.pre_fetch(&[0, 1], &property_graph);
-    let result0 = property_filter.get_result(0);
-    let result1 = property_filter.get_result(1);
 
-    assert_eq!(result0.unwrap(), false);
-    assert_eq!(result1.unwrap(), true);
+    let result: Vec<u32> = vec![0, 1].into_iter().filter(|x| property_filter.filter(*x)).collect();
+
+    assert_eq!(vec![1], result);
 }
 
 
@@ -93,13 +91,9 @@ fn test_cached_arithmetic_expression() {
     let mut property_filter = NodeFilter::from_cache(&exp, &mut node_cache);
 
     property_filter.pre_fetch(&[0, 1], &property_graph);
-    let result0 = property_filter.get_result(0);
-    let result1 = property_filter.get_result(1);
 
     let result: Vec<u32> = vec![0, 1].into_iter().filter(|x| property_filter.filter(*x)).collect();
 
-    assert_eq!(result0.unwrap(), false);
-    assert_eq!(result1.unwrap(), true);
     assert_eq!(result, vec![1]);
 }
 
@@ -123,11 +117,10 @@ fn test_cached_logical_expression() {
     let mut property_filter = NodeFilter::from_cache(&exp, &mut node_cache);
 
     property_filter.pre_fetch(&[0, 1], &property_graph);
-    let result0 = property_filter.get_result(0);
-    let result1 = property_filter.get_result(1);
 
-    assert_eq!(result0.unwrap(), true);
-    assert_eq!(result1.unwrap(), false);
+    let result: Vec<u32> = vec![0, 1].into_iter().filter(|x| property_filter.filter(*x)).collect();
+
+    assert_eq!(vec![0], result);
 }
 
 
@@ -145,11 +138,10 @@ fn test_cached_string_compare_expression() {
     let mut property_filter = NodeFilter::from_cache(&exp, &mut node_cache);
 
     property_filter.pre_fetch(&[0, 1], &property_graph);
-    let result0 = property_filter.get_result(0);
-    let result1 = property_filter.get_result(1);
 
-    assert_eq!(result0.unwrap(), false);
-    assert_eq!(result1.unwrap(), true);
+    let result: Vec<u32> = vec![0, 1].into_iter().filter(|x| property_filter.filter(*x)).collect();
+
+    assert_eq!(vec![1], result);
 }
 
 #[test]
@@ -169,11 +161,10 @@ fn test_cached_string_concat_expression() {
     let mut property_filter = NodeFilter::from_cache(&exp, &mut node_cache);
 
     property_filter.pre_fetch(&[0, 1], &property_graph);
-    let result0 = property_filter.get_result(0);
-    let result1 = property_filter.get_result(1);
 
-    assert_eq!(result0.unwrap(), false);
-    assert_eq!(result1.unwrap(), true);
+    let result: Vec<u32> = vec![0, 1].into_iter().filter(|x| property_filter.filter(*x)).collect();
+
+    assert_eq!(vec![1], result);
 }
 
 
@@ -192,11 +183,10 @@ fn test_cached_range_predicate_expression() {
     let mut property_filter = NodeFilter::from_cache(&exp, &mut node_cache);
 
     property_filter.pre_fetch(&[0, 1], &property_graph);
-    let result0 = property_filter.get_result(0);
-    let result1 = property_filter.get_result(1);
 
-    assert_eq!(result0.unwrap(), true);
-    assert_eq!(result1.unwrap(), false);
+    let result: Vec<u32> = vec![0, 1].into_iter().filter(|x| property_filter.filter(*x)).collect();
+
+    assert_eq!(vec![0], result);
 }
 
 
@@ -211,11 +201,46 @@ fn test_cached_error_boolean_expression() {
     let mut property_filter = NodeFilter::from_cache(&exp, &mut node_cache);
 
     property_filter.pre_fetch(&[0, 1], &property_graph);
-    let result0 = property_filter.get_result(0);
-    let result1 = property_filter.get_result(1);
 
-    assert_eq!(result0.is_err(), true);
-    assert_eq!(result1.is_err(), true);
+    let result: Vec<u32> = vec![0, 1].into_iter().filter(|x| property_filter.filter(*x)).collect();
+
+    assert_eq!(Vec::<u32>::new(), result);
+}
+
+#[test]
+fn test_cached_complex_expression() {
+    // WHERE a.is_member AND ((a.age MODULE 5 = 0) AND (18 <= a.age <= 35 AND ((a.name CONTAINS "a") OR (a.name CONTAINS "o"))));
+
+    let exp0 = Var::new("is_member".to_owned());
+    let exp1 = Var::new("age".to_owned());
+    let exp2 = Const::new(JsonValue::Number(Number::from(5)));
+    let exp3 = Const::new(JsonValue::Number(Number::from(0)));
+    let exp4 = Const::new(array![18, 35]);
+    let exp5 = Var::new("age".to_owned());
+    let exp6 = Var::new("name".to_owned());
+    let exp7 = Const::new(JsonValue::String("a".to_owned()));
+    let exp8 = Var::new("name".to_owned());
+    let exp9 = Const::new(JsonValue::String("o".to_owned()));
+    let exp12 = ArithmeticExpression::new(&exp1, &exp2, ArithmeticOperator::Modulo);
+    let exp123 = PredicateExpression::new(&exp12, &exp3, PredicateOperator::Equal);
+    let exp45 = PredicateExpression::new(&exp4, &exp5, PredicateOperator::Range);
+    let exp67 = PredicateExpression::new(&exp6, &exp7, PredicateOperator::Contains);
+    let exp89 = PredicateExpression::new(&exp8, &exp9, PredicateOperator::Contains);
+    let exp6789 = PredicateExpression::new(&exp67, &exp89, PredicateOperator::OR);
+    let exp456789 = PredicateExpression::new(&exp45, &exp6789, PredicateOperator::AND);
+    let exp123456789 = PredicateExpression::new(&exp123, &exp456789, PredicateOperator::AND);
+    let final_exp = PredicateExpression::new(&exp0, &exp123456789, PredicateOperator::AND);
+
+    let property_graph = create_cached_property();
+
+    let mut node_cache = HashNodeCache::new();
+    let mut property_filter = NodeFilter::from_cache(&final_exp, &mut node_cache);
+
+    property_filter.pre_fetch(&[0, 1], &property_graph);
+
+    let result: Vec<u32> = vec![0, 1].into_iter().filter(|x| property_filter.filter(*x)).collect();
+    println!("{:?}", result);
+    //    assert_eq!(vec![0], result);
 }
 
 
@@ -254,26 +279,24 @@ fn create_cached_property() -> CachedProperty<u32> {
 }
 
 
-
-
-#[test]
-fn test_sled_boolean_expression() {
-    // WHERE a.is_member;
-    let exp = Var::new("is_member".to_owned());
-
-    let property_graph = create_sled_property();
-
-    let mut node_cache = HashNodeCache::new();
-    let mut property_filter = NodeFilter::from_cache(&exp, &mut node_cache);
-
-    property_filter.pre_fetch(&[0u32, 1], &property_graph);
-
-    let result0 = property_filter.get_result(0);
-    let result1 = property_filter.get_result(1);
-
-    assert_eq!(result0.unwrap(), true);
-    assert_eq!(result1.unwrap(), false);
-}
+//#[test]
+//fn test_sled_boolean_expression() {
+//    // WHERE a.is_member;
+//    let exp = Var::new("is_member".to_owned());
+//
+//    let property_graph = create_sled_property();
+//
+//    let mut node_cache = HashNodeCache::new();
+//    let mut property_filter = NodeFilter::from_cache(&exp, &mut node_cache);
+//
+//    property_filter.pre_fetch(&[0u32, 1], &property_graph);
+//
+//    let result0 = property_filter.get_result(0);
+//    let result1 = property_filter.get_result(1);
+//
+//    assert_eq!(result0.unwrap(), true);
+//    assert_eq!(result1.unwrap(), false);
+//}
 
 
 #[test]
@@ -284,45 +307,38 @@ fn test_sled_num_compare_expression() {
     let exp1 = Const::new(JsonValue::Number(Number::from(25)));
     let exp = PredicateExpression::new(&exp0, &exp1, PredicateOperator::GreaterThan);
 
-
+    let t0 = Instant::now();
     let property_graph = create_sled_property();
+    println!("{:?}", t0.elapsed());
 
     let mut node_cache = HashNodeCache::new();
     let mut property_filter = NodeFilter::from_cache(&exp, &mut node_cache);
+    let t1 = Instant::now();
 
     property_filter.pre_fetch(&[0u32, 1], &property_graph);
-    let result0 = property_filter.get_result(0);
-    let result1 = property_filter.get_result(1);
-
-    assert_eq!(result0.unwrap(), false);
-    assert_eq!(result1.unwrap(), true);
+    println!("{:?}", t1.elapsed());
+//    let result0 = property_filter.get_result(0);
+//    let result1 = property_filter.get_result(1);
+//
+//    assert_eq!(result0.unwrap(), false);
+//    assert_eq!(result1.unwrap(), true);
 }
 
 
-
 fn create_sled_property() -> SledProperty {
     let mut node_property = HashMap::new();
     let mut edge_property = HashMap::new();
-
-    node_property.insert(
-        0u32,
-        object!(
-            "name"=>"John",
-            "age"=>20,
-            "is_member"=>true,
-            "scores"=>array![9,8,10],
-            ),
-    );
-
-    node_property.insert(
-        1,
-        object!(
-            "name"=>"Marry",
+    for i in 0u32..100000 {
+        node_property.insert(
+            i,
+            object!(
+            "name"=>"Mike",
             "age"=>30,
             "is_member"=>false,
             "scores"=>array![10,10,9],
             ),
-    );
+        );
+    }
 
     edge_property.insert(
         (0, 1),
@@ -332,14 +348,8 @@ fn create_sled_property() -> SledProperty {
     );
 
     let path = Path::new("../undirected");
-    SledProperty::with_data(path,node_property.into_iter(),
-                            edge_property.into_iter(), false).unwrap()
-
+    let db = SledProperty::with_data(path, node_property.into_iter(),
+                                     edge_property.into_iter(), false).unwrap();
+    db.flush();
+    db
 }
-
-fn delete_sled_file() {
-    Command::new("rm")
-        .arg("-rf")
-        .arg("../undirected")
-        .output()
-}
\ No newline at end of file

From b2f9146487ee8c9e5674f5e91b2efe53a9922eb6 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Sun, 24 Feb 2019 23:45:05 +1100
Subject: [PATCH 087/391] Added corresponding tests for the property parser

---
 benches/property.rs      | 254 +++++++++++++++++++++++++++++++++++++++
 benches/test.rs          |   0
 tests/cypher_tree/0.txt  |  22 ++++
 tests/cypher_tree/1.txt  |  24 ++++
 tests/cypher_tree/2.txt  |  22 ++++
 tests/cypher_tree/3.txt  |  30 +++++
 tests/property_parser.rs | 195 ++++++++++++++++++++++++++++++
 7 files changed, 547 insertions(+)
 create mode 100644 benches/property.rs
 create mode 100644 benches/test.rs
 create mode 100644 tests/cypher_tree/0.txt
 create mode 100644 tests/cypher_tree/1.txt
 create mode 100644 tests/cypher_tree/2.txt
 create mode 100644 tests/cypher_tree/3.txt
 create mode 100644 tests/property_parser.rs

diff --git a/benches/property.rs b/benches/property.rs
new file mode 100644
index 00000000..650911ea
--- /dev/null
+++ b/benches/property.rs
@@ -0,0 +1,254 @@
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+extern crate rust_graph;
+extern crate json;
+
+use std::collections::HashMap;
+use std::path::Path;
+use std::time::Instant;
+
+use rust_graph::property::*;
+use rust_graph::property::filter::*;
+use json::JsonValue;
+use json::number::Number;
+use json::{array, object};
+
+#[macro_use]
+extern crate criterion;
+
+use criterion::{Criterion, Benchmark};
+
+fn fibonacci(n: u64) -> u64 {
+    match n {
+        0 => 1,
+        1 => 1,
+        n => fibonacci(n - 1) + fibonacci(n - 2),
+    }
+}
+
+fn bench_cached(c: &mut Criterion) {
+    let mut benchmark = Benchmark::new("cached_property_graph", |b| b.iter(|| cached_property_expression()));
+    let result = benchmark.sample_size(10);
+    c.bench(
+        "my_group",
+        result,
+    );
+
+//    c.sample_size(10).bench_function("Cached Property Graph", |b| b.iter(|| cached_property_expression()));
+}
+
+fn bench_sled(c: &mut Criterion) {
+    let mut benchmark = Benchmark::new("sled_property_graph", |b| b.iter(|| sled_property_expression()));
+    let result = benchmark.sample_size(5);
+    c.bench(
+        "my_group",
+        result,
+    );
+//    c.sample_size(10).bench_function("Sled Property Graph", |b| b.iter(|| sled_property_expression()));
+}
+
+criterion_group!(benches, bench_cached, bench_sled);
+criterion_main!(benches);
+
+
+fn cached_property_expression() {
+    // WHERE a.is_member AND ((a.age MODULE 5 = 0) AND (18 <= a.age <= 35 AND ((a.name CONTAINS "a") OR (a.name CONTAINS "o"))));
+
+    let exp0 = Var::new("is_member".to_owned());
+    let exp1 = Var::new("age".to_owned());
+    let exp2 = Const::new(JsonValue::Number(Number::from(5)));
+    let exp3 = Const::new(JsonValue::Number(Number::from(0)));
+    let exp4 = Const::new(array![18, 35]);
+    let exp5 = Var::new("age".to_owned());
+    let exp6 = Var::new("name".to_owned());
+    let exp7 = Const::new(JsonValue::String("a".to_owned()));
+    let exp8 = Var::new("name".to_owned());
+    let exp9 = Const::new(JsonValue::String("o".to_owned()));
+    let exp12 = ArithmeticExpression::new(&exp1, &exp2, ArithmeticOperator::Modulo);
+    let exp123 = PredicateExpression::new(&exp12, &exp3, PredicateOperator::Equal);
+    let exp45 = PredicateExpression::new(&exp4, &exp5, PredicateOperator::Range);
+    let exp67 = PredicateExpression::new(&exp6, &exp7, PredicateOperator::Contains);
+    let exp89 = PredicateExpression::new(&exp8, &exp9, PredicateOperator::Contains);
+    let exp6789 = PredicateExpression::new(&exp67, &exp89, PredicateOperator::OR);
+    let exp456789 = PredicateExpression::new(&exp45, &exp6789, PredicateOperator::AND);
+    let exp123456789 = PredicateExpression::new(&exp123, &exp456789, PredicateOperator::AND);
+    let final_exp = PredicateExpression::new(&exp0, &exp123456789, PredicateOperator::AND);
+
+    let property_graph = create_cached_property();
+
+    let mut node_cache = HashNodeCache::new();
+    let mut property_filter = NodeFilter::from_cache(&final_exp, &mut node_cache);
+
+    let nodes = vec![0; 100000];
+
+    property_filter.pre_fetch(&nodes, &property_graph);
+
+
+//    let result: Vec<u32> = vec![0, 1].into_iter().filter(|x| property_filter.filter(*x)).collect();
+//    assert_eq!(vec![0], result);
+}
+
+
+fn sled_property_expression() {
+    // WHERE a.is_member AND ((a.age MODULE 5 = 0) AND (18 <= a.age <= 35 AND ((a.name CONTAINS "a") OR (a.name CONTAINS "o"))));
+
+    let exp0 = Var::new("is_member".to_owned());
+    let exp1 = Var::new("age".to_owned());
+    let exp2 = Const::new(JsonValue::Number(Number::from(5)));
+    let exp3 = Const::new(JsonValue::Number(Number::from(0)));
+    let exp4 = Const::new(array![18, 35]);
+    let exp5 = Var::new("age".to_owned());
+    let exp6 = Var::new("name".to_owned());
+    let exp7 = Const::new(JsonValue::String("a".to_owned()));
+    let exp8 = Var::new("name".to_owned());
+    let exp9 = Const::new(JsonValue::String("o".to_owned()));
+    let exp12 = ArithmeticExpression::new(&exp1, &exp2, ArithmeticOperator::Modulo);
+    let exp123 = PredicateExpression::new(&exp12, &exp3, PredicateOperator::Equal);
+    let exp45 = PredicateExpression::new(&exp4, &exp5, PredicateOperator::Range);
+    let exp67 = PredicateExpression::new(&exp6, &exp7, PredicateOperator::Contains);
+    let exp89 = PredicateExpression::new(&exp8, &exp9, PredicateOperator::Contains);
+    let exp6789 = PredicateExpression::new(&exp67, &exp89, PredicateOperator::OR);
+    let exp456789 = PredicateExpression::new(&exp45, &exp6789, PredicateOperator::AND);
+    let exp123456789 = PredicateExpression::new(&exp123, &exp456789, PredicateOperator::AND);
+    let final_exp = PredicateExpression::new(&exp0, &exp123456789, PredicateOperator::AND);
+
+    let t0 = Instant::now();
+
+    let property_graph = create_sled_property();
+
+    println!("{:?}", t0.elapsed());
+
+    let mut node_cache = HashNodeCache::new();
+    let mut property_filter = NodeFilter::from_cache(&final_exp, &mut node_cache);
+
+    let t1 = Instant::now();
+
+    property_filter.pre_fetch(&[0u32, 1], &property_graph);
+
+    println!("{:?}", t1.elapsed());
+//
+//    let result: Vec<u32> = vec![0, 1].into_iter().filter(|x| property_filter.filter(*x)).collect();
+//    assert_eq!(vec![0], result);
+}
+
+
+fn create_sled_property() -> SledProperty {
+    let mut node_property = HashMap::new();
+    let mut edge_property = HashMap::new();
+    for i in 0u32..1000 {
+        node_property.insert(
+            i,
+            object!(
+            "name"=>"Mike",
+            "age"=>30,
+            "is_member"=>false,
+            "scores"=>array![10,10,9],
+            ),
+        );
+    }
+
+    edge_property.insert(
+        (0, 1),
+        object!(
+            "friend_since"=>"2018-11-15",
+            ),
+    );
+
+    let path = Path::new("../undirected");
+//    let db= SledProperty::with_data(path, node_property.into_iter(),
+//                            edge_property.into_iter(), false).unwrap();
+//    db.flush();
+//
+//    db
+    SledProperty::new(path, false).unwrap()
+}
+
+
+fn create_cached_property() -> CachedProperty<u32> {
+    let mut node_property = HashMap::new();
+    let mut edge_property = HashMap::new();
+
+    for i in 0u32..1000 {
+        node_property.insert(
+            i,
+            object!(
+            "name"=>"Mike",
+            "age"=>30,
+            "is_member"=>false,
+            "scores"=>array![10,10,9],
+            ),
+        );
+    }
+
+    edge_property.insert(
+        (0, 1),
+        object!(
+            "friend_since"=>"2018-11-15",
+            ),
+    );
+
+    CachedProperty::with_data(node_property, edge_property, false)
+}
+
+
+
+#[test]
+fn test_sled_property_expression() {
+    // WHERE a.is_member AND ((a.age MODULE 5 = 0) AND (18 <= a.age <= 35 AND ((a.name CONTAINS "a") OR (a.name CONTAINS "o"))));
+
+    let exp0 = Var::new("is_member".to_owned());
+    let exp1 = Var::new("age".to_owned());
+    let exp2 = Const::new(JsonValue::Number(Number::from(5)));
+    let exp3 = Const::new(JsonValue::Number(Number::from(0)));
+    let exp4 = Const::new(array![18, 35]);
+    let exp5 = Var::new("age".to_owned());
+    let exp6 = Var::new("name".to_owned());
+    let exp7 = Const::new(JsonValue::String("a".to_owned()));
+    let exp8 = Var::new("name".to_owned());
+    let exp9 = Const::new(JsonValue::String("o".to_owned()));
+    let exp12 = ArithmeticExpression::new(&exp1, &exp2, ArithmeticOperator::Modulo);
+    let exp123 = PredicateExpression::new(&exp12, &exp3, PredicateOperator::Equal);
+    let exp45 = PredicateExpression::new(&exp4, &exp5, PredicateOperator::Range);
+    let exp67 = PredicateExpression::new(&exp6, &exp7, PredicateOperator::Contains);
+    let exp89 = PredicateExpression::new(&exp8, &exp9, PredicateOperator::Contains);
+    let exp6789 = PredicateExpression::new(&exp67, &exp89, PredicateOperator::OR);
+    let exp456789 = PredicateExpression::new(&exp45, &exp6789, PredicateOperator::AND);
+    let exp123456789 = PredicateExpression::new(&exp123, &exp456789, PredicateOperator::AND);
+    let final_exp = PredicateExpression::new(&exp0, &exp123456789, PredicateOperator::AND);
+
+    let t0 = Instant::now();
+
+    let property_graph = create_sled_property();
+
+    println!("{:?}", t0.elapsed());
+
+    let mut node_cache = HashNodeCache::new();
+    let mut property_filter = NodeFilter::from_cache(&final_exp, &mut node_cache);
+
+    let t1 = Instant::now();
+
+    property_filter.pre_fetch(&[0u32, 1], &property_graph);
+
+    println!("{:?}", t1.elapsed());
+    //
+    //    let result: Vec<u32> = vec![0, 1].into_iter().filter(|x| property_filter.filter(*x)).collect();
+    //    assert_eq!(vec![0], result);
+}
\ No newline at end of file
diff --git a/benches/test.rs b/benches/test.rs
new file mode 100644
index 00000000..e69de29b
diff --git a/tests/cypher_tree/0.txt b/tests/cypher_tree/0.txt
new file mode 100644
index 00000000..e5226f48
--- /dev/null
+++ b/tests/cypher_tree/0.txt
@@ -0,0 +1,22 @@
+ @0   0..50  statement               body=@1
+ @1   0..50  > query                 clauses=[@2, @19]
+ @2   0..41  > > MATCH               pattern=@3, where=@14
+ @3   6..23  > > > pattern           paths=[@4]
+ @4   6..23  > > > > pattern path    (@5)-[@8]-(@11)
+ @5   6..11  > > > > > node pattern  (@6:@7)
+ @6   7..8   > > > > > > identifier  `a`
+ @7   8..10  > > > > > > label       :`A`
+ @8  11..18  > > > > > rel pattern   -[@9:@10]-
+ @9  13..14  > > > > > > identifier  `b`
+@10  14..16  > > > > > > rel type    :`B`
+@11  18..23  > > > > > node pattern  (@12:@13)
+@12  19..20  > > > > > > identifier  `c`
+@13  20..22  > > > > > > label       :`C`
+@14  30..41  > > > comparison        @15 > @18
+@15  30..36  > > > > property        @16.@17
+@16  30..31  > > > > > identifier    `a`
+@17  32..35  > > > > > prop name     `age`
+@18  38..40  > > > > integer         10
+@19  41..50  > > RETURN              projections=[@20]
+@20  48..50  > > > projection        expression=@21
+@21  48..49  > > > > identifier      `a`
\ No newline at end of file
diff --git a/tests/cypher_tree/1.txt b/tests/cypher_tree/1.txt
new file mode 100644
index 00000000..152c1ccb
--- /dev/null
+++ b/tests/cypher_tree/1.txt
@@ -0,0 +1,24 @@
+ @0   0..56  statement                body=@1
+ @1   0..56  > query                  clauses=[@2, @21]
+ @2   0..47  > > MATCH                pattern=@3, where=@14
+ @3   6..23  > > > pattern            paths=[@4]
+ @4   6..23  > > > > pattern path     (@5)-[@8]-(@11)
+ @5   6..11  > > > > > node pattern   (@6:@7)
+ @6   7..8   > > > > > > identifier   `a`
+ @7   8..10  > > > > > > label        :`A`
+ @8  11..18  > > > > > rel pattern    -[@9:@10]-
+ @9  13..14  > > > > > > identifier   `b`
+@10  14..16  > > > > > > rel type     :`B`
+@11  18..23  > > > > > node pattern   (@12:@13)
+@12  19..20  > > > > > > identifier   `c`
+@13  20..22  > > > > > > label        :`C`
+@14  30..47  > > > comparison         @15 > @20
+@15  30..42  > > > > binary operator  @16 + @19
+@16  30..36  > > > > > property       @17.@18
+@17  30..31  > > > > > > identifier   `a`
+@18  32..35  > > > > > > prop name    `age`
+@19  38..41  > > > > > float          5.5
+@20  44..46  > > > > integer          10
+@21  47..56  > > RETURN               projections=[@22]
+@22  54..56  > > > projection         expression=@23
+@23  54..55  > > > > identifier       `a`
diff --git a/tests/cypher_tree/2.txt b/tests/cypher_tree/2.txt
new file mode 100644
index 00000000..e1c20ac8
--- /dev/null
+++ b/tests/cypher_tree/2.txt
@@ -0,0 +1,22 @@
+ @0   0..63  statement               body=@1
+ @1   0..63  > query                 clauses=[@2, @19]
+ @2   0..54  > > MATCH               pattern=@3, where=@14
+ @3   6..23  > > > pattern           paths=[@4]
+ @4   6..23  > > > > pattern path    (@5)-[@8]-(@11)
+ @5   6..11  > > > > > node pattern  (@6:@7)
+ @6   7..8   > > > > > > identifier  `a`
+ @7   8..10  > > > > > > label       :`A`
+ @8  11..18  > > > > > rel pattern   -[@9:@10]-
+ @9  13..14  > > > > > > identifier  `b`
+@10  14..16  > > > > > > rel type    :`B`
+@11  18..23  > > > > > node pattern  (@12:@13)
+@12  19..20  > > > > > > identifier  `c`
+@13  20..22  > > > > > > label       :`C`
+@14  30..54  > > > binary operator   @15 CONTAINS @18
+@15  30..37  > > > > property        @16.@17
+@16  30..31  > > > > > identifier    `a`
+@17  32..36  > > > > > prop name     `name`
+@18  46..53  > > > > string          "hello"
+@19  54..63  > > RETURN              projections=[@20]
+@20  61..63  > > > projection        expression=@21
+@21  61..62  > > > > identifier      `a`
\ No newline at end of file
diff --git a/tests/cypher_tree/3.txt b/tests/cypher_tree/3.txt
new file mode 100644
index 00000000..af0823d6
--- /dev/null
+++ b/tests/cypher_tree/3.txt
@@ -0,0 +1,30 @@
+ @0   0..84  statement                  body=@1
+ @1   0..84  > query                    clauses=[@2, @27]
+ @2   0..75  > > MATCH                  pattern=@3, where=@14
+ @3   6..23  > > > pattern              paths=[@4]
+ @4   6..23  > > > > pattern path       (@5)-[@8]-(@11)
+ @5   6..11  > > > > > node pattern     (@6:@7)
+ @6   7..8   > > > > > > identifier     `a`
+ @7   8..10  > > > > > > label          :`A`
+ @8  11..18  > > > > > rel pattern      -[@9:@10]-
+ @9  13..14  > > > > > > identifier     `b`
+@10  14..16  > > > > > > rel type       :`B`
+@11  18..23  > > > > > node pattern     (@12:@13)
+@12  19..20  > > > > > > identifier     `c`
+@13  20..22  > > > > > > label          :`C`
+@14  30..75  > > > binary operator      @15 AND @20
+@15  30..54  > > > > binary operator    @16 CONTAINS @19
+@16  30..37  > > > > > property         @17.@18
+@17  30..31  > > > > > > identifier     `a`
+@18  32..36  > > > > > > prop name      `name`
+@19  46..53  > > > > > string           "hello"
+@20  58..75  > > > > comparison         @21 > @26
+@21  58..70  > > > > > binary operator  @22 + @25
+@22  58..64  > > > > > > property       @23.@24
+@23  58..59  > > > > > > > identifier   `a`
+@24  60..63  > > > > > > > prop name    `age`
+@25  66..69  > > > > > > float          5.5
+@26  72..74  > > > > > integer          10
+@27  75..84  > > RETURN                 projections=[@28]
+@28  82..84  > > > projection           expression=@29
+@29  82..83  > > > > identifier         `a`
\ No newline at end of file
diff --git a/tests/property_parser.rs b/tests/property_parser.rs
new file mode 100644
index 00000000..cb526621
--- /dev/null
+++ b/tests/property_parser.rs
@@ -0,0 +1,195 @@
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+extern crate rust_graph;
+extern crate json;
+extern crate sled;
+
+use std::collections::HashMap;
+use std::path::Path;
+
+use rust_graph::property::*;
+use rust_graph::property::filter::*;
+use rust_graph::property::parse_property;
+
+use json::JsonValue;
+use json::number::Number;
+use json::{array, object};
+
+use sled::Db;
+use std::mem::transmute;
+use std::time::Instant;
+
+use std::fs::File;
+use std::io::prelude::*;
+use std::io::BufReader;
+
+#[test]
+fn test_cypher_larger_than() {
+    // Match (a:A)-[b:B]-(c:C) WHERE a.age > 10 RETURN a
+
+    let result = lines_from_file("/Users/hao/RustProject/rust_graph_lib/tests/cypher_tree/0.txt");
+    let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
+    let exp = parse_property(cypher_tree);
+
+    let property_graph = create_sled_property();
+    let mut node_cache = HashNodeCache::new();
+    let mut property_filter = NodeFilter::from_cache(exp.as_ref(), &mut node_cache);
+    let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
+    property_filter.pre_fetch(&vec, &property_graph);
+
+    let result: Vec<u32> = vec.into_iter().filter(|x| property_filter.filter(*x)).collect();
+
+    assert_eq!(vec![0, 4], result);
+}
+
+#[test]
+fn test_cypher_number_addition() {
+    // Match (a:A)-[b:B]-(c:C) WHERE a.age + 5.5 > 10 RETURN a
+
+    let result = lines_from_file("/Users/hao/RustProject/rust_graph_lib/tests/cypher_tree/1.txt");
+    let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
+    let exp = parse_property(cypher_tree);
+
+    let property_graph = create_sled_property();
+    let mut node_cache = HashNodeCache::new();
+    let mut property_filter = NodeFilter::from_cache(exp.as_ref(), &mut node_cache);
+    let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
+    property_filter.pre_fetch(&vec, &property_graph);
+
+    let result: Vec<u32> = vec.into_iter().filter(|x| property_filter.filter(*x)).collect();
+
+    assert_eq!(vec![0, 1, 3, 4], result);
+}
+
+#[test]
+fn test_cypher_string_contains() {
+    // Match (a:A)-[b:B]-(c:C) WHERE a.name CONTAINS "hello" RETURN a
+
+    let result = lines_from_file("/Users/hao/RustProject/rust_graph_lib/tests/cypher_tree/2.txt");
+    let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
+    let exp = parse_property(cypher_tree);
+
+    let property_graph = create_sled_property();
+    let mut node_cache = HashNodeCache::new();
+    let mut property_filter = NodeFilter::from_cache(exp.as_ref(), &mut node_cache);
+    let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
+    property_filter.pre_fetch(&vec, &property_graph);
+
+    let result: Vec<u32> = vec.into_iter().filter(|x| property_filter.filter(*x)).collect();
+
+    assert_eq!(vec![0, 2, 3, 4, 5], result);
+}
+
+#[test]
+fn test_cypher_and_operator() {
+    // Match (a:A)-[b:B]-(c:C) WHERE a.name CONTAINS "hello" AND a.age + 5.5 > 10 RETURN a
+
+    let result = lines_from_file("/Users/hao/RustProject/rust_graph_lib/tests/cypher_tree/3.txt");
+    let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
+    let exp = parse_property(cypher_tree);
+
+    let property_graph = create_sled_property();
+    let mut node_cache = HashNodeCache::new();
+    let mut property_filter = NodeFilter::from_cache(exp.as_ref(), &mut node_cache);
+    let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
+    property_filter.pre_fetch(&vec, &property_graph);
+
+    let result: Vec<u32> = vec.into_iter().filter(|x| property_filter.filter(*x)).collect();
+
+    assert_eq!(vec![0, 3, 4], result);
+}
+
+
+
+fn lines_from_file(filename: impl AsRef<Path>) -> Vec<String> {
+    let file = File::open(filename).expect("no such file");
+    let buf = BufReader::new(file);
+    buf.lines()
+        .map(|l| l.expect("Could not parse line"))
+        .collect()
+}
+
+
+fn create_sled_property() -> SledProperty {
+    let mut node_property = HashMap::new();
+    let mut edge_property = HashMap::new();
+
+    node_property.insert(
+        0u32,
+        object!(
+            "name"=>"Bhello",
+            "age"=>15,
+            ),
+    );
+
+    node_property.insert(
+        1,
+        object!(
+            "name"=>"Jack",
+            "age"=>6,
+            ),
+    );
+
+    node_property.insert(
+        2,
+        object!(
+            "name"=>"Thello",
+            "age"=>3,
+            ),
+    );
+
+    node_property.insert(
+        3,
+        object!(
+            "name"=>"hello",
+            "age"=>5,
+            ),
+    );
+
+    node_property.insert(
+        4,
+        object!(
+            "name"=>"Chello",
+            "age"=>13,
+            ),
+    );
+
+    node_property.insert(
+        5,
+        object!(
+            "name"=>"Shello",
+            "age"=>1,
+            ),
+    );
+
+    edge_property.insert(
+        (0u32, 1),
+        object!(
+            "friend_since"=>"2018-11-15",
+            ),
+    );
+
+    let path = Path::new("../undirected");
+    let db = SledProperty::with_data(path, node_property.into_iter(),
+                                     edge_property.into_iter(), false).unwrap();
+    db.flush();
+    db
+}

From e64e49124eab24c673ba14e225814d51c012bbd8 Mon Sep 17 00:00:00 2001
From: Zhengyi <zhengyi.yang@outlook.com>
Date: Mon, 25 Feb 2019 12:09:34 +1100
Subject: [PATCH 088/391] fix bug

---
 src/graph_impl/graph_vec/mod.rs | 7 +++++--
 1 file changed, 5 insertions(+), 2 deletions(-)

diff --git a/src/graph_impl/graph_vec/mod.rs b/src/graph_impl/graph_vec/mod.rs
index 14c72898..a7b12b0b 100644
--- a/src/graph_impl/graph_vec/mod.rs
+++ b/src/graph_impl/graph_vec/mod.rs
@@ -137,12 +137,12 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
 
     #[inline(always)]
     pub fn node_count(&self) -> usize {
-        self.edges.len()
+        self.nodes.len()
     }
 
     #[inline(always)]
     pub fn edge_count(&self) -> usize {
-        self.nodes.len()
+        self.edges.len()
     }
 
     pub fn into_static<Ty: GraphType>(self) -> TypedStaticGraph<Id, NL, EL, Ty, L> {
@@ -326,6 +326,9 @@ mod tests {
         g.add_in_edge(1, 0);
         g.add_edge(0, 3, Some("(0,3)"));
 
+        assert_eq!(g.node_count(), 3);
+        assert_eq!(g.edge_count(), 2);
+
         let di_graph = g.clone().into_static::<Directed>();
         //        println!("{:?}", di_graph);
 

From 5ace7813560d1294bdb24f07089a22fc297cc351 Mon Sep 17 00:00:00 2001
From: Longbin Lai <longbin.lai@gmail.com>
Date: Mon, 25 Feb 2019 16:02:01 +1100
Subject: [PATCH 089/391] Change `EdgeVec::default` to with offset = vec![0]
 instead of empty.

---
 src/graph_impl/static_graph/edge_vec.rs | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/graph_impl/static_graph/edge_vec.rs b/src/graph_impl/static_graph/edge_vec.rs
index 044c5b55..931bace5 100644
--- a/src/graph_impl/static_graph/edge_vec.rs
+++ b/src/graph_impl/static_graph/edge_vec.rs
@@ -205,7 +205,7 @@ impl<Id: IdType, L: IdType> EdgeVecTrait<Id, L> for EdgeVec<Id, L> {
 
 impl<Id: IdType, L: IdType> Default for EdgeVec<Id, L> {
     fn default() -> Self {
-        EdgeVec::new(Vec::new(), Vec::new())
+        EdgeVec::new(vec![0], Vec::new())
     }
 }
 

From 2cc85eff207d5483c5b17af5715415898fe6ef36 Mon Sep 17 00:00:00 2001
From: Longbin Lai <longbin.lai@gmail.com>
Date: Mon, 25 Feb 2019 16:11:57 +1100
Subject: [PATCH 090/391] Adding debug info.

---
 src/graph_impl/static_graph/edge_vec.rs | 9 +++++++--
 1 file changed, 7 insertions(+), 2 deletions(-)

diff --git a/src/graph_impl/static_graph/edge_vec.rs b/src/graph_impl/static_graph/edge_vec.rs
index 8025907a..c51cc968 100644
--- a/src/graph_impl/static_graph/edge_vec.rs
+++ b/src/graph_impl/static_graph/edge_vec.rs
@@ -226,6 +226,7 @@ impl<Id: IdType, L: IdType> Add for EdgeVec<Id, L> {
 
     fn add(self, other: EdgeVec<Id, L>) -> Self::Output {
         assert_eq!(self.labels.is_some(), other.labels.is_some());
+        println!("Adding {:?} to {:?}", self, other);
         let (smaller, larger) = if self.offsets.len() <= other.offsets.len() {
             (self, other)
         } else {
@@ -319,7 +320,7 @@ impl<Id: IdType, L: IdType> Add for EdgeVec<Id, L> {
             );
         }
 
-        EdgeVec {
+        let result = EdgeVec {
             offsets,
             edges,
             labels: if smaller.labels.is_none() {
@@ -327,7 +328,11 @@ impl<Id: IdType, L: IdType> Add for EdgeVec<Id, L> {
             } else {
                 Some(labels)
             },
-        }
+        };
+
+        println!("Resulting {:?}", result);
+
+        result
     }
 }
 

From 416b17a894106a70678d389e725ba09889831b22 Mon Sep 17 00:00:00 2001
From: Zhengyi <zhengyi.yang@outlook.com>
Date: Mon, 25 Feb 2019 17:02:34 +1100
Subject: [PATCH 091/391] fix bugs of GraphVec::into_static()

---
 src/graph_impl/graph_vec/mod.rs         | 65 ++++++++++++++++++-------
 src/graph_impl/static_graph/edge_vec.rs |  1 -
 src/graph_impl/static_graph/graph.rs    |  9 +++-
 3 files changed, 55 insertions(+), 20 deletions(-)

diff --git a/src/graph_impl/graph_vec/mod.rs b/src/graph_impl/graph_vec/mod.rs
index a7b12b0b..c197fea8 100644
--- a/src/graph_impl/graph_vec/mod.rs
+++ b/src/graph_impl/graph_vec/mod.rs
@@ -132,7 +132,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
 
     #[inline(always)]
     pub fn is_empty(&self) -> bool {
-        self.nodes.is_empty()
+        self.nodes.is_empty() && self.edges.is_empty()
     }
 
     #[inline(always)]
@@ -150,17 +150,18 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
             return TypedStaticGraph::empty();
         }
 
-        let (node_labels, num_of_nodes) =
-            Self::get_node_labels(self.nodes, self.max_id.unwrap(), self.has_node_label);
-        let edge_vec = Self::get_edge_vec(self.edges, num_of_nodes, self.has_edge_label);
+        let max_id = self.max_id.unwrap();
+
+        let node_labels = Self::get_node_labels(self.nodes, max_id, self.has_node_label);
+        let edge_vec = Self::get_edge_vec(self.edges, max_id, self.has_edge_label);
         let in_edge_vec = if Ty::is_directed() {
-            Some(Self::get_in_edge_vec(self.in_edges, num_of_nodes))
+            Some(Self::get_in_edge_vec(self.in_edges, max_id))
         } else {
             None
         };
 
         TypedStaticGraph::from_raw(
-            num_of_nodes,
+            max_id.id() + 1,
             if Ty::is_directed() {
                 edge_vec.num_edges()
             } else {
@@ -178,16 +179,17 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
         mut nodes: Vec<(Id, L)>,
         max_node_id: Id,
         has_node_label: bool,
-    ) -> (Option<Vec<L>>, usize) {
+    ) -> Option<Vec<L>> {
         nodes.sort_unstable_by_key(|&(i, _)| i);
         nodes.dedup_by_key(|&mut (i, _)| i);
 
         if !has_node_label {
-            return (None, max_node_id.id() + 1);
+            return None;
         }
 
         let mut labels = Vec::new();
         let mut current = Id::new(0);
+        let last = nodes.last().map_or(0, |&(i, _)| i.id());
 
         for (i, l) in nodes.into_iter() {
             while i > current {
@@ -198,12 +200,18 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
             current.increment();
         }
 
-        (Some(labels), max_node_id.id() + 1)
+        if last < max_node_id.id() {
+            for _ in 0..max_node_id.id() - last {
+                labels.push(L::max_value());
+            }
+        }
+
+        Some(labels)
     }
 
     fn get_edge_vec(
         mut graph: Vec<(Id, Id, L)>,
-        num_of_nodes: usize,
+        max_node_id: Id,
         has_edge_label: bool,
     ) -> EdgeVec<Id, L> {
         let mut offsets = Vec::new();
@@ -240,8 +248,8 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
         offset = edges.len();
         offsets.push(offset);
 
-        if last + 1 < num_of_nodes {
-            for _ in 0..num_of_nodes - last - 1 {
+        if last < max_node_id.id() {
+            for _ in 0..max_node_id.id() - last {
                 offsets.push(offset);
             }
         }
@@ -249,7 +257,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
         EdgeVec::from_raw(offsets, edges, labels)
     }
 
-    fn get_in_edge_vec(mut graph: Vec<(Id, Id)>, num_of_nodes: usize) -> EdgeVec<Id, L> {
+    fn get_in_edge_vec(mut graph: Vec<(Id, Id)>, max_node_id: Id) -> EdgeVec<Id, L> {
         let mut offsets = Vec::new();
         let mut edges = Vec::new();
 
@@ -275,8 +283,8 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
         offset = edges.len();
         offsets.push(offset);
 
-        if last + 1 < num_of_nodes {
-            for _ in 0..num_of_nodes - last - 1 {
+        if last < max_node_id.id() {
+            for _ in 0..max_node_id.id() - last {
                 offsets.push(offset);
             }
         }
@@ -309,7 +317,7 @@ mod tests {
             1,
             EdgeVec::with_labels(vec![0, 2, 3, 3, 3], vec![1, 3, 0], vec![0, 1, 0]),
             None,
-            Some(vec![0, 4294967295, 1]),
+            Some(vec![0, u32::max_value(), 1, u32::max_value()]),
             vec!["node0", "node2"].into(),
             vec!["(0,1)", "(0,3)"].into(),
         );
@@ -337,11 +345,34 @@ mod tests {
             2,
             EdgeVec::with_labels(vec![0, 2, 2, 2, 2], vec![1, 3], vec![0, 1]),
             Some(EdgeVec::new(vec![0, 0, 1, 1, 1], vec![0])),
-            Some(vec![0, 4294967295, 1]),
+            Some(vec![0, u32::max_value(), 1, u32::max_value()]),
             vec!["node0", "node2"].into(),
             vec!["(0,1)", "(0,3)"].into(),
         );
 
         assert_eq!(format!("{:?}", di_graph), format!("{:?}", di_graph_true));
     }
+
+    #[test]
+    fn test_no_node() {
+        let mut g = GraphVec::<&str>::new();
+        g.add_edge(0, 1, None);
+        g.add_edge(0, 2, None);
+        g.add_edge(1, 0, None);
+        g.add_edge(2, 0, None);
+
+        let un_graph = g.clone().into_static::<Undirected>();
+
+        let un_graph_true = UnStaticGraph::<()>::from_raw(
+            3,
+            2,
+            EdgeVec::new(vec![0, 2, 3, 4], vec![1, 2, 0, 0]),
+            None,
+            None,
+            SetMap::new(),
+            SetMap::new(),
+        );
+
+        assert_eq!(format!("{:?}", un_graph), format!("{:?}", un_graph_true));
+    }
 }
diff --git a/src/graph_impl/static_graph/edge_vec.rs b/src/graph_impl/static_graph/edge_vec.rs
index c51cc968..67cae2fe 100644
--- a/src/graph_impl/static_graph/edge_vec.rs
+++ b/src/graph_impl/static_graph/edge_vec.rs
@@ -226,7 +226,6 @@ impl<Id: IdType, L: IdType> Add for EdgeVec<Id, L> {
 
     fn add(self, other: EdgeVec<Id, L>) -> Self::Output {
         assert_eq!(self.labels.is_some(), other.labels.is_some());
-        println!("Adding {:?} to {:?}", self, other);
         let (smaller, larger) = if self.offsets.len() <= other.offsets.len() {
             (self, other)
         } else {
diff --git a/src/graph_impl/static_graph/graph.rs b/src/graph_impl/static_graph/graph.rs
index 03a60db4..0e9f412a 100644
--- a/src/graph_impl/static_graph/graph.rs
+++ b/src/graph_impl/static_graph/graph.rs
@@ -735,8 +735,13 @@ impl<Id: IdType, NL: Hash + Eq + Clone, EL: Hash + Eq + Clone, Ty: GraphType, L:
             edge_label_map,
         };
 
-        graph.num_nodes = graph.edge_vec.num_nodes();
-        graph.num_edges = graph.edge_vec.num_edges();
+        if Ty::is_directed() {
+            graph.num_nodes = graph.edge_vec.num_nodes();
+            graph.num_edges = graph.edge_vec.num_edges();
+        } else {
+            graph.num_nodes = graph.edge_vec.num_nodes() >> 1;
+            graph.num_edges = graph.edge_vec.num_edges() >> 1;
+        }
 
         graph
     }

From 435ba543bd4c891bd28f642800609b4566129339 Mon Sep 17 00:00:00 2001
From: Zhengyi <zhengyi.yang@outlook.com>
Date: Mon, 25 Feb 2019 17:06:58 +1100
Subject: [PATCH 092/391] remove debug print

---
 src/graph_impl/static_graph/edge_vec.rs | 2 --
 1 file changed, 2 deletions(-)

diff --git a/src/graph_impl/static_graph/edge_vec.rs b/src/graph_impl/static_graph/edge_vec.rs
index 67cae2fe..6334d69a 100644
--- a/src/graph_impl/static_graph/edge_vec.rs
+++ b/src/graph_impl/static_graph/edge_vec.rs
@@ -329,8 +329,6 @@ impl<Id: IdType, L: IdType> Add for EdgeVec<Id, L> {
             },
         };
 
-        println!("Resulting {:?}", result);
-
         result
     }
 }

From 38bfcae211be0702fa15bbf866ac36c8f83dbc46 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Tue, 26 Feb 2019 15:16:16 +1100
Subject: [PATCH 093/391] Backup

---
 Cargo.toml                                   |   3 -
 benches/property.rs                          | 254 -------------------
 src/cypher_tree.txt                          |  30 +++
 src/main.rs                                  | 231 +++++++++++------
 src/property/filter/arithmetic_expression.rs |  12 +-
 src/property/filter/predicate_expression.rs  |  12 +-
 src/property/mod.rs                          |   1 +
 src/property/property_parser.rs              |  34 ++-
 undirected/conf                              | Bin 0 -> 140 bytes
 undirected/snap.00000000F6837637             | Bin 0 -> 14936761 bytes
 10 files changed, 222 insertions(+), 355 deletions(-)
 create mode 100644 src/cypher_tree.txt
 create mode 100644 undirected/conf
 create mode 100644 undirected/snap.00000000F6837637

diff --git a/Cargo.toml b/Cargo.toml
index 53a0d0ee..6013314e 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -34,9 +34,6 @@ pbr = "1.0.1"
 clap = "2.32.0"
 criterion = "0.2"
 
-[[bench]]
-name = "property"
-harness = false
 
 [[example]]
 name = "ldbc_to_graphmap"
diff --git a/benches/property.rs b/benches/property.rs
index 650911ea..e69de29b 100644
--- a/benches/property.rs
+++ b/benches/property.rs
@@ -1,254 +0,0 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-extern crate rust_graph;
-extern crate json;
-
-use std::collections::HashMap;
-use std::path::Path;
-use std::time::Instant;
-
-use rust_graph::property::*;
-use rust_graph::property::filter::*;
-use json::JsonValue;
-use json::number::Number;
-use json::{array, object};
-
-#[macro_use]
-extern crate criterion;
-
-use criterion::{Criterion, Benchmark};
-
-fn fibonacci(n: u64) -> u64 {
-    match n {
-        0 => 1,
-        1 => 1,
-        n => fibonacci(n - 1) + fibonacci(n - 2),
-    }
-}
-
-fn bench_cached(c: &mut Criterion) {
-    let mut benchmark = Benchmark::new("cached_property_graph", |b| b.iter(|| cached_property_expression()));
-    let result = benchmark.sample_size(10);
-    c.bench(
-        "my_group",
-        result,
-    );
-
-//    c.sample_size(10).bench_function("Cached Property Graph", |b| b.iter(|| cached_property_expression()));
-}
-
-fn bench_sled(c: &mut Criterion) {
-    let mut benchmark = Benchmark::new("sled_property_graph", |b| b.iter(|| sled_property_expression()));
-    let result = benchmark.sample_size(5);
-    c.bench(
-        "my_group",
-        result,
-    );
-//    c.sample_size(10).bench_function("Sled Property Graph", |b| b.iter(|| sled_property_expression()));
-}
-
-criterion_group!(benches, bench_cached, bench_sled);
-criterion_main!(benches);
-
-
-fn cached_property_expression() {
-    // WHERE a.is_member AND ((a.age MODULE 5 = 0) AND (18 <= a.age <= 35 AND ((a.name CONTAINS "a") OR (a.name CONTAINS "o"))));
-
-    let exp0 = Var::new("is_member".to_owned());
-    let exp1 = Var::new("age".to_owned());
-    let exp2 = Const::new(JsonValue::Number(Number::from(5)));
-    let exp3 = Const::new(JsonValue::Number(Number::from(0)));
-    let exp4 = Const::new(array![18, 35]);
-    let exp5 = Var::new("age".to_owned());
-    let exp6 = Var::new("name".to_owned());
-    let exp7 = Const::new(JsonValue::String("a".to_owned()));
-    let exp8 = Var::new("name".to_owned());
-    let exp9 = Const::new(JsonValue::String("o".to_owned()));
-    let exp12 = ArithmeticExpression::new(&exp1, &exp2, ArithmeticOperator::Modulo);
-    let exp123 = PredicateExpression::new(&exp12, &exp3, PredicateOperator::Equal);
-    let exp45 = PredicateExpression::new(&exp4, &exp5, PredicateOperator::Range);
-    let exp67 = PredicateExpression::new(&exp6, &exp7, PredicateOperator::Contains);
-    let exp89 = PredicateExpression::new(&exp8, &exp9, PredicateOperator::Contains);
-    let exp6789 = PredicateExpression::new(&exp67, &exp89, PredicateOperator::OR);
-    let exp456789 = PredicateExpression::new(&exp45, &exp6789, PredicateOperator::AND);
-    let exp123456789 = PredicateExpression::new(&exp123, &exp456789, PredicateOperator::AND);
-    let final_exp = PredicateExpression::new(&exp0, &exp123456789, PredicateOperator::AND);
-
-    let property_graph = create_cached_property();
-
-    let mut node_cache = HashNodeCache::new();
-    let mut property_filter = NodeFilter::from_cache(&final_exp, &mut node_cache);
-
-    let nodes = vec![0; 100000];
-
-    property_filter.pre_fetch(&nodes, &property_graph);
-
-
-//    let result: Vec<u32> = vec![0, 1].into_iter().filter(|x| property_filter.filter(*x)).collect();
-//    assert_eq!(vec![0], result);
-}
-
-
-fn sled_property_expression() {
-    // WHERE a.is_member AND ((a.age MODULE 5 = 0) AND (18 <= a.age <= 35 AND ((a.name CONTAINS "a") OR (a.name CONTAINS "o"))));
-
-    let exp0 = Var::new("is_member".to_owned());
-    let exp1 = Var::new("age".to_owned());
-    let exp2 = Const::new(JsonValue::Number(Number::from(5)));
-    let exp3 = Const::new(JsonValue::Number(Number::from(0)));
-    let exp4 = Const::new(array![18, 35]);
-    let exp5 = Var::new("age".to_owned());
-    let exp6 = Var::new("name".to_owned());
-    let exp7 = Const::new(JsonValue::String("a".to_owned()));
-    let exp8 = Var::new("name".to_owned());
-    let exp9 = Const::new(JsonValue::String("o".to_owned()));
-    let exp12 = ArithmeticExpression::new(&exp1, &exp2, ArithmeticOperator::Modulo);
-    let exp123 = PredicateExpression::new(&exp12, &exp3, PredicateOperator::Equal);
-    let exp45 = PredicateExpression::new(&exp4, &exp5, PredicateOperator::Range);
-    let exp67 = PredicateExpression::new(&exp6, &exp7, PredicateOperator::Contains);
-    let exp89 = PredicateExpression::new(&exp8, &exp9, PredicateOperator::Contains);
-    let exp6789 = PredicateExpression::new(&exp67, &exp89, PredicateOperator::OR);
-    let exp456789 = PredicateExpression::new(&exp45, &exp6789, PredicateOperator::AND);
-    let exp123456789 = PredicateExpression::new(&exp123, &exp456789, PredicateOperator::AND);
-    let final_exp = PredicateExpression::new(&exp0, &exp123456789, PredicateOperator::AND);
-
-    let t0 = Instant::now();
-
-    let property_graph = create_sled_property();
-
-    println!("{:?}", t0.elapsed());
-
-    let mut node_cache = HashNodeCache::new();
-    let mut property_filter = NodeFilter::from_cache(&final_exp, &mut node_cache);
-
-    let t1 = Instant::now();
-
-    property_filter.pre_fetch(&[0u32, 1], &property_graph);
-
-    println!("{:?}", t1.elapsed());
-//
-//    let result: Vec<u32> = vec![0, 1].into_iter().filter(|x| property_filter.filter(*x)).collect();
-//    assert_eq!(vec![0], result);
-}
-
-
-fn create_sled_property() -> SledProperty {
-    let mut node_property = HashMap::new();
-    let mut edge_property = HashMap::new();
-    for i in 0u32..1000 {
-        node_property.insert(
-            i,
-            object!(
-            "name"=>"Mike",
-            "age"=>30,
-            "is_member"=>false,
-            "scores"=>array![10,10,9],
-            ),
-        );
-    }
-
-    edge_property.insert(
-        (0, 1),
-        object!(
-            "friend_since"=>"2018-11-15",
-            ),
-    );
-
-    let path = Path::new("../undirected");
-//    let db= SledProperty::with_data(path, node_property.into_iter(),
-//                            edge_property.into_iter(), false).unwrap();
-//    db.flush();
-//
-//    db
-    SledProperty::new(path, false).unwrap()
-}
-
-
-fn create_cached_property() -> CachedProperty<u32> {
-    let mut node_property = HashMap::new();
-    let mut edge_property = HashMap::new();
-
-    for i in 0u32..1000 {
-        node_property.insert(
-            i,
-            object!(
-            "name"=>"Mike",
-            "age"=>30,
-            "is_member"=>false,
-            "scores"=>array![10,10,9],
-            ),
-        );
-    }
-
-    edge_property.insert(
-        (0, 1),
-        object!(
-            "friend_since"=>"2018-11-15",
-            ),
-    );
-
-    CachedProperty::with_data(node_property, edge_property, false)
-}
-
-
-
-#[test]
-fn test_sled_property_expression() {
-    // WHERE a.is_member AND ((a.age MODULE 5 = 0) AND (18 <= a.age <= 35 AND ((a.name CONTAINS "a") OR (a.name CONTAINS "o"))));
-
-    let exp0 = Var::new("is_member".to_owned());
-    let exp1 = Var::new("age".to_owned());
-    let exp2 = Const::new(JsonValue::Number(Number::from(5)));
-    let exp3 = Const::new(JsonValue::Number(Number::from(0)));
-    let exp4 = Const::new(array![18, 35]);
-    let exp5 = Var::new("age".to_owned());
-    let exp6 = Var::new("name".to_owned());
-    let exp7 = Const::new(JsonValue::String("a".to_owned()));
-    let exp8 = Var::new("name".to_owned());
-    let exp9 = Const::new(JsonValue::String("o".to_owned()));
-    let exp12 = ArithmeticExpression::new(&exp1, &exp2, ArithmeticOperator::Modulo);
-    let exp123 = PredicateExpression::new(&exp12, &exp3, PredicateOperator::Equal);
-    let exp45 = PredicateExpression::new(&exp4, &exp5, PredicateOperator::Range);
-    let exp67 = PredicateExpression::new(&exp6, &exp7, PredicateOperator::Contains);
-    let exp89 = PredicateExpression::new(&exp8, &exp9, PredicateOperator::Contains);
-    let exp6789 = PredicateExpression::new(&exp67, &exp89, PredicateOperator::OR);
-    let exp456789 = PredicateExpression::new(&exp45, &exp6789, PredicateOperator::AND);
-    let exp123456789 = PredicateExpression::new(&exp123, &exp456789, PredicateOperator::AND);
-    let final_exp = PredicateExpression::new(&exp0, &exp123456789, PredicateOperator::AND);
-
-    let t0 = Instant::now();
-
-    let property_graph = create_sled_property();
-
-    println!("{:?}", t0.elapsed());
-
-    let mut node_cache = HashNodeCache::new();
-    let mut property_filter = NodeFilter::from_cache(&final_exp, &mut node_cache);
-
-    let t1 = Instant::now();
-
-    property_filter.pre_fetch(&[0u32, 1], &property_graph);
-
-    println!("{:?}", t1.elapsed());
-    //
-    //    let result: Vec<u32> = vec![0, 1].into_iter().filter(|x| property_filter.filter(*x)).collect();
-    //    assert_eq!(vec![0], result);
-}
\ No newline at end of file
diff --git a/src/cypher_tree.txt b/src/cypher_tree.txt
new file mode 100644
index 00000000..af0823d6
--- /dev/null
+++ b/src/cypher_tree.txt
@@ -0,0 +1,30 @@
+ @0   0..84  statement                  body=@1
+ @1   0..84  > query                    clauses=[@2, @27]
+ @2   0..75  > > MATCH                  pattern=@3, where=@14
+ @3   6..23  > > > pattern              paths=[@4]
+ @4   6..23  > > > > pattern path       (@5)-[@8]-(@11)
+ @5   6..11  > > > > > node pattern     (@6:@7)
+ @6   7..8   > > > > > > identifier     `a`
+ @7   8..10  > > > > > > label          :`A`
+ @8  11..18  > > > > > rel pattern      -[@9:@10]-
+ @9  13..14  > > > > > > identifier     `b`
+@10  14..16  > > > > > > rel type       :`B`
+@11  18..23  > > > > > node pattern     (@12:@13)
+@12  19..20  > > > > > > identifier     `c`
+@13  20..22  > > > > > > label          :`C`
+@14  30..75  > > > binary operator      @15 AND @20
+@15  30..54  > > > > binary operator    @16 CONTAINS @19
+@16  30..37  > > > > > property         @17.@18
+@17  30..31  > > > > > > identifier     `a`
+@18  32..36  > > > > > > prop name      `name`
+@19  46..53  > > > > > string           "hello"
+@20  58..75  > > > > comparison         @21 > @26
+@21  58..70  > > > > > binary operator  @22 + @25
+@22  58..64  > > > > > > property       @23.@24
+@23  58..59  > > > > > > > identifier   `a`
+@24  60..63  > > > > > > > prop name    `age`
+@25  66..69  > > > > > > float          5.5
+@26  72..74  > > > > > integer          10
+@27  75..84  > > RETURN                 projections=[@28]
+@28  82..84  > > > projection           expression=@29
+@29  82..83  > > > > identifier         `a`
\ No newline at end of file
diff --git a/src/main.rs b/src/main.rs
index 5d591fad..98f0cb49 100644
--- a/src/main.rs
+++ b/src/main.rs
@@ -27,6 +27,7 @@ use std::path::Path;
 
 use rust_graph::property::*;
 use rust_graph::property::filter::*;
+use rust_graph::property::parse_property;
 
 use json::JsonValue;
 use json::number::Number;
@@ -36,65 +37,96 @@ use sled::Db;
 use std::mem::transmute;
 use std::time::Instant;
 
+use std::fs::File;
+use std::io::prelude::*;
+use std::io::BufReader;
+
+
 fn main() {
-    sled_num_compare_expression();
-
-
-
-//    let g = UnGraphMap::<Void>::new();
-//
-//    /// `cargo run` -> The default ID type can hold 4294967295 nodes at maximum.
-//    /// `cargo run --features=usize_id` -> The default ID type can hold 18446744073709551615 nodes at maximum.
-//    println!(
-//        "The graph can hold {} nodes and {} labels at maximum.",
-//        g.max_possible_id(),
-//        g.max_possible_label_id()
-//    );
-//
-//    let mut node_property = HashMap::new();
-//    let mut edge_property = HashMap::new();
-//
-//    node_property.insert(
-//        0u32,
-//        object!(
-//            "name"=>"John",
-//            "age"=>12,
-//            "is_member"=>true,
-//            "scores"=>array![9,8,10],
-//            ),
-//    );
-//
-//    node_property.insert(
-//        1,
-//        object!(
-//            "name"=>"Marry",
-//            "age"=>13,
-//            "is_member"=>false,
-//            "scores"=>array![10,10,9],
-//            ),
-//    );
-//
-//    edge_property.insert(
-//        (0, 1),
-//        object!(
-//            "friend_since"=>"2018-11-15",
-//            ),
-//    );
-//
-//    let graph = CachedProperty::with_data(node_property, edge_property, false);
-//
-//    println!("{:#?}", &graph);
-//
-//    graph.export("NaivePropertyGraph.bin").unwrap();
-//
-//    let graph1 = CachedProperty::import("NaivePropertyGraph.bin").unwrap();
-//
-//    assert_eq!(graph, graph1);
+    cypher_parser_test();
+
+
+
+    //    let g = UnGraphMap::<Void>::new();
+    //
+    //    /// `cargo run` -> The default ID type can hold 4294967295 nodes at maximum.
+    //    /// `cargo run --features=usize_id` -> The default ID type can hold 18446744073709551615 nodes at maximum.
+    //    println!(
+    //        "The graph can hold {} nodes and {} labels at maximum.",
+    //        g.max_possible_id(),
+    //        g.max_possible_label_id()
+    //    );
+    //
+    //    let mut node_property = HashMap::new();
+    //    let mut edge_property = HashMap::new();
+    //
+    //    node_property.insert(
+    //        0u32,
+    //        object!(
+    //            "name"=>"John",
+    //            "age"=>12,
+    //            "is_member"=>true,
+    //            "scores"=>array![9,8,10],
+    //            ),
+    //    );
+    //
+    //    node_property.insert(
+    //        1,
+    //        object!(
+    //            "name"=>"Marry",
+    //            "age"=>13,
+    //            "is_member"=>false,
+    //            "scores"=>array![10,10,9],
+    //            ),
+    //    );
+    //
+    //    edge_property.insert(
+    //        (0, 1),
+    //        object!(
+    //            "friend_since"=>"2018-11-15",
+    //            ),
+    //    );
+    //
+    //    let graph = CachedProperty::with_data(node_property, edge_property, false);
+    //
+    //    println!("{:#?}", &graph);
+    //
+    //    graph.export("NaivePropertyGraph.bin").unwrap();
+    //
+    //    let graph1 = CachedProperty::import("NaivePropertyGraph.bin").unwrap();
+    //
+    //    assert_eq!(graph, graph1);
+}
+
+fn lines_from_file(filename: impl AsRef<Path>) -> Vec<String> {
+    let file = File::open(filename).expect("no such file");
+    let buf = BufReader::new(file);
+    buf.lines()
+        .map(|l| l.expect("Could not parse line"))
+        .collect()
+}
+
+fn cypher_parser_test() {
+    // Match (a:A)-[b:B]-(c:C) WHERE (a.name CONTAINS "hello") AND (a.age + 5.5 > 10) RETURN a
+
+    let result = lines_from_file("/Users/hao/RustProject/rust_graph_lib/src/cypher_tree.txt");
+    let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
+    let exp = parse_property(cypher_tree);
+
+    let property_graph = create_sled_property();
+    let mut node_cache = HashNodeCache::new();
+    let mut property_filter = NodeFilter::from_cache(exp.as_ref(), &mut node_cache);
+    let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
+    property_filter.pre_fetch(&vec, &property_graph);
+
+    let result: Vec<u32> = vec.into_iter().filter(|x| property_filter.filter(*x)).collect();
+    println!("{:?}", result);
+
 }
 
 
 fn sled_num_compare_expression() {
-    // WHERE a.age > 25;
+    // Match (a:A)-[b:B]-(c:C) WHERE a.name CONTAINS "hello" AND a.age + 5.5 > 10 RETURN a
 
     let exp0 = Var::new("is_member".to_owned());
     let exp1 = Var::new("age".to_owned());
@@ -106,15 +138,15 @@ fn sled_num_compare_expression() {
     let exp7 = Const::new(JsonValue::String("a".to_owned()));
     let exp8 = Var::new("name".to_owned());
     let exp9 = Const::new(JsonValue::String("o".to_owned()));
-    let exp12 = ArithmeticExpression::new(&exp1, &exp2, ArithmeticOperator::Modulo);
-    let exp123 = PredicateExpression::new(&exp12, &exp3, PredicateOperator::Equal);
-    let exp45 = PredicateExpression::new(&exp4, &exp5, PredicateOperator::Range);
-    let exp67 = PredicateExpression::new(&exp6, &exp7, PredicateOperator::Contains);
-    let exp89 = PredicateExpression::new(&exp8, &exp9, PredicateOperator::Contains);
-    let exp6789 = PredicateExpression::new(&exp67, &exp89, PredicateOperator::OR);
-    let exp456789 = PredicateExpression::new(&exp45, &exp6789, PredicateOperator::AND);
-    let exp123456789 = PredicateExpression::new(&exp123, &exp456789, PredicateOperator::AND);
-    let final_exp = PredicateExpression::new(&exp0, &exp123456789, PredicateOperator::AND);
+    let exp12 = ArithmeticExpression::new(Box::new(exp1), Box::new(exp2), ArithmeticOperator::Modulo);
+    let exp123 = PredicateExpression::new(Box::new(exp12), Box::new(exp3), PredicateOperator::Equal);
+    let exp45 = PredicateExpression::new(Box::new(exp4), Box::new(exp5), PredicateOperator::Range);
+    let exp67 = PredicateExpression::new(Box::new(exp6), Box::new(exp7), PredicateOperator::Contains);
+    let exp89 = PredicateExpression::new(Box::new(exp8), Box::new(exp9), PredicateOperator::Contains);
+    let exp6789 = PredicateExpression::new(Box::new(exp67), Box::new(exp89), PredicateOperator::OR);
+    let exp456789 = PredicateExpression::new(Box::new(exp45), Box::new(exp6789), PredicateOperator::AND);
+    let exp123456789 = PredicateExpression::new(Box::new(exp123), Box::new(exp456789), PredicateOperator::AND);
+    let final_exp = PredicateExpression::new(Box::new(exp0), Box::new(exp123456789), PredicateOperator::AND);
 
     let t0 = Instant::now();
     let property_graph = create_sled_property();
@@ -122,7 +154,7 @@ fn sled_num_compare_expression() {
 
     let mut node_cache = HashNodeCache::new();
     let mut property_filter = NodeFilter::from_cache(&final_exp, &mut node_cache);
-    let vec = (0 .. 50u32).collect::<Vec<u32>>();
+    let vec = (0..50u32).collect::<Vec<u32>>();
     let t1 = Instant::now();
     property_filter.pre_fetch(&vec, &property_graph);
     println!("fetch: {:?}", t1.elapsed());
@@ -131,7 +163,7 @@ fn sled_num_compare_expression() {
     let result: Vec<u32> = vec.into_iter().filter(|x| property_filter.filter(*x)).collect();
     println!("exp_filter: {:?}", t2.elapsed());
 
-    let vec0 = (0 .. 50u32).collect::<Vec<u32>>();
+    let vec0 = (0..50u32).collect::<Vec<u32>>();
 
     let t3 = Instant::now();
     let result: Vec<u32> = vec0.into_iter().filter(|x| property_filter.hard_coded_filter(*x)).collect();
@@ -148,20 +180,67 @@ fn sled_num_compare_expression() {
 fn create_sled_property() -> SledProperty {
     let mut node_property = HashMap::new();
     let mut edge_property = HashMap::new();
-    for i in 0u32..50 {
-        node_property.insert(
-            i,
-            object!(
-            "name"=>"Mike",
-            "age"=>30,
-            "is_member"=>false,
-            "scores"=>array![10,10,9],
+    //    for i in 0u32..50 {
+    //        node_property.insert(
+    //            i,
+    //            object!(
+    //            "name"=>"Mike",
+    //            "age"=>30,
+    //            "is_member"=>false,
+    //            "scores"=>array![10,10,9],
+    //            ),
+    //        );
+    //    }
+    node_property.insert(
+        0u32,
+        object!(
+            "name"=>"Bhello",
+            "age"=>15,
+            ),
+    );
+
+    node_property.insert(
+        1,
+        object!(
+            "name"=>"Jack",
+            "age"=>6,
+            ),
+    );
+
+    node_property.insert(
+        2,
+        object!(
+            "name"=>"Thello",
+            "age"=>3,
+            ),
+    );
+
+    node_property.insert(
+        3,
+        object!(
+            "name"=>"Thello",
+            "age"=>5,
+            ),
+    );
+
+    node_property.insert(
+        4,
+        object!(
+            "name"=>"Thello",
+            "age"=>13,
+            ),
+    );
+
+    node_property.insert(
+        5,
+        object!(
+            "name"=>"Shello",
+            "age"=>1,
             ),
-        );
-    }
+    );
 
     edge_property.insert(
-        (0, 1),
+        (0u32, 1),
         object!(
             "friend_since"=>"2018-11-15",
             ),
diff --git a/src/property/filter/arithmetic_expression.rs b/src/property/filter/arithmetic_expression.rs
index e46ae3bc..9512a597 100644
--- a/src/property/filter/arithmetic_expression.rs
+++ b/src/property/filter/arithmetic_expression.rs
@@ -26,18 +26,18 @@ use property::filter::expression_operator::*;
 use json::JsonValue;
 
 
-pub struct ArithmeticExpression<'a> {
+pub struct ArithmeticExpression {
     // expression on the LHS of operator
-    left: &'a Expression,
+    left: Box<Expression>,
     // expression on the RHS of operator
-    right: &'a Expression,
+    right: Box<Expression>,
     // operator used in predicator
     operator: ArithmeticOperator
 }
 
-impl<'a> ArithmeticExpression<'a> {
+impl ArithmeticExpression {
 
-    pub fn new(left: &'a Expression, right: &'a Expression, operator: ArithmeticOperator) -> Self {
+    pub fn new(left: Box<Expression>, right: Box<Expression>, operator: ArithmeticOperator) -> Self {
         ArithmeticExpression {
             left,
             right,
@@ -46,7 +46,7 @@ impl<'a> ArithmeticExpression<'a> {
     }
 }
 
-impl<'a> Expression for ArithmeticExpression<'a> {
+impl Expression for ArithmeticExpression {
     // Return the resulting value of expression.
     // Firstly get the values of expressions on both sides.
     // Then calculate the result based on operator.
diff --git a/src/property/filter/predicate_expression.rs b/src/property/filter/predicate_expression.rs
index 6ed0fe59..231e8492 100644
--- a/src/property/filter/predicate_expression.rs
+++ b/src/property/filter/predicate_expression.rs
@@ -26,18 +26,18 @@ use property::filter::expression_operator::*;
 use json::JsonValue;
 
 
-pub struct PredicateExpression<'a> {
+pub struct PredicateExpression {
     // expression on the LHS of operator
-    left: &'a Expression,
+    left: Box<Expression>,
     // expression on the RHS of operator
-    right: &'a Expression,
+    right: Box<Expression>,
     // operator used in predicator
     operator: PredicateOperator
 }
 
-impl<'a> PredicateExpression<'a> {
+impl PredicateExpression {
 
-    pub fn new(left: &'a Expression, right: &'a Expression, operator: PredicateOperator) -> Self {
+    pub fn new(left: Box<Expression>, right: Box<Expression>, operator: PredicateOperator) -> Self {
         PredicateExpression {
             left,
             right,
@@ -46,7 +46,7 @@ impl<'a> PredicateExpression<'a> {
     }
 }
 
-impl<'a> Expression for PredicateExpression<'a> {
+impl Expression for PredicateExpression {
     // Return the resulting value of expression.
     // Firstly get the values of expressions on both sides.
     // Then calculate the result based on operator.
diff --git a/src/property/mod.rs b/src/property/mod.rs
index 2384a670..8ba1152a 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -25,6 +25,7 @@ pub mod property_parser;
 
 pub use property::cached_property::CachedProperty;
 pub use property::sled_property::SledProperty;
+pub use property::property_parser::parse_property;
 
 use generic::IdType;
 use json::JsonValue;
diff --git a/src/property/property_parser.rs b/src/property/property_parser.rs
index 1ff57471..8b052f92 100644
--- a/src/property/property_parser.rs
+++ b/src/property/property_parser.rs
@@ -23,11 +23,11 @@ use json::number::Number;
 use property::filter::{Expression, Var, PredicateExpression, ArithmeticExpression, Const, PredicateOperator, ArithmeticOperator};
 use regex::Regex;
 
-fn parse_property(cypher_tree: Vec<&str>) -> Box<Expression> {
+pub fn parse_property(cypher_tree: Vec<&str>) -> Box<Expression> {
     let mut root: usize = 0;
     let mut count: usize = 0;
     for i in cypher_tree.clone() {
-        if i.contains("> operator") || i.contains("> comparison") {
+        if i.contains("> binary operator") || i.contains("> comparison") {
             root = count;
             break;
         }
@@ -46,6 +46,7 @@ fn recursive_parser(cypher_tree: &Vec<&str>, index: usize) -> Box<Expression> {
     } else if let Some(result) = match_operator(cypher_tree, index) {
         result
     } else {
+        println!("Invalid: {:?}", cypher_tree[index]);
         panic!("Invalid cypher tree");
     }
 }
@@ -53,27 +54,38 @@ fn recursive_parser(cypher_tree: &Vec<&str>, index: usize) -> Box<Expression> {
 
 fn match_operator(cypher_tree: &Vec<&str>, index: usize) -> Option<Box<Expression>> {
     let syntax: &str = cypher_tree[index];
-    let re = Regex::new(r">.+\s+\@(?P<left_index>\w+) (?P<operator>\S+) \@(?P<right_index>\w+)").unwrap();
+    let re = Regex::new(r">.+\s+@(?P<left_index>\w+) (?P<operator>\S+) @(?P<right_index>\w+)").unwrap();
     if let Some(caps) = re.captures(syntax) {
         let left_index: usize = *(&caps["left_index"].parse::<usize>().unwrap());
         let right_index: usize = *(&caps["right_index"].parse::<usize>().unwrap());
         let operator_name = &caps["operator"];
+//        println!("Operator: {:?}", operator_name);
 
-        if vec!["AND", "OR", "LessThan"].contains(&operator_name) {
+        if vec!["AND", "OR", "<", "<=", ">", ">=", "=", "<>", "CONTAINS", ].contains(&operator_name) {
             let operator = match &caps["operator"] {
                 "AND" => PredicateOperator::AND,
                 "OR" => PredicateOperator::OR,
                 "<" => PredicateOperator::LessThan,
+                ">" => PredicateOperator::GreaterThan,
+                "<=" => PredicateOperator::LessEqual,
+                ">=" => PredicateOperator::GreaterEqual,
+                "=" => PredicateOperator::Equal,
+                "<>" => PredicateOperator::NotEqual,
+                "CONTAINS" => PredicateOperator::Contains,
                 _ => panic!("Unknown predicate operator")
             };
-            Some(Box::new(PredicateExpression::new(recursive_parser(cypher_tree, left_index).as_ref(), recursive_parser(cypher_tree, right_index).as_ref(), operator)))
+            Some(Box::new(PredicateExpression::new(recursive_parser(cypher_tree, left_index), recursive_parser(cypher_tree, right_index), operator)))
         } else {
             let operator = match &caps["operator"] {
                 "+" => ArithmeticOperator::Add,
                 "-" => ArithmeticOperator::Subtract,
+                "*" => ArithmeticOperator::Multiply,
+                "/" => ArithmeticOperator::Divide,
+                "%" => ArithmeticOperator::Modulo,
+                "^" => ArithmeticOperator::Power,
                 _ => panic!("Unknown predicate operator")
             };
-            Some(Box::new(ArithmeticExpression::new(recursive_parser(cypher_tree, left_index).as_ref(), recursive_parser(cypher_tree, right_index).as_ref(), operator)))
+            Some(Box::new(ArithmeticExpression::new(recursive_parser(cypher_tree, left_index), recursive_parser(cypher_tree, right_index), operator)))
         }
     } else {
         None
@@ -82,10 +94,11 @@ fn match_operator(cypher_tree: &Vec<&str>, index: usize) -> Option<Box<Expressio
 
 fn match_val(cypher_tree: &Vec<&str>, index: usize) -> Option<Box<Expression>> {
     let syntax: &str = cypher_tree[index];
-    let re = Regex::new(r"> (?P<type_name>\w+)\s+(?P<value>\w+)").unwrap();
+    let re = Regex::new(r"> (?P<type_name>\w+)\W+?(?P<value>[\w.]+)").unwrap();
     if let Some(caps) = re.captures(syntax) {
         let type_name = &caps["type_name"];
         let value = &caps["value"];
+//        println!("Value: {:?} {:?}", value, index);
 
         if type_name == "integer" {
             Some(Box::new(Const::new(JsonValue::Number(Number::from(value.parse::<i32>().unwrap())))))
@@ -94,7 +107,7 @@ fn match_val(cypher_tree: &Vec<&str>, index: usize) -> Option<Box<Expression>> {
         } else if type_name == "string" {
             Some(Box::new(Const::new(JsonValue::String(value.to_string()))))
         } else {
-            Some(Box::new(Const::new(JsonValue::Null)))
+            None
         }
     } else {
         None
@@ -103,15 +116,16 @@ fn match_val(cypher_tree: &Vec<&str>, index: usize) -> Option<Box<Expression>> {
 
 fn match_var(cypher_tree: &Vec<&str>, index: usize) -> Option<Box<Expression>> {
     let syntax: &str = cypher_tree[index];
-    let re = Regex::new(r"> property\s+\@(?P<var_index>\w+)\.\@(?P<attribute_index>\w+)").unwrap();
+    let re = Regex::new(r"> property\s+@(?P<var_index>\w+)\.@(?P<attribute_index>\w+)").unwrap();
     if let Some(caps) = re.captures(syntax) {
         let var_index: usize = *(&caps["var_index"].parse::<usize>().unwrap());
         let attribute_index: usize = *(&caps["attribute_index"].parse::<usize>().unwrap());
         let attribute_line = cypher_tree[attribute_index];
-        let re = Regex::new(r"> prop name\s+\`(?P<attribute_name>\w+)\`").unwrap();
+        let re = Regex::new(r"> prop name\s+`(?P<attribute_name>\w+)`").unwrap();
 
         if let Some(caps) = re.captures(attribute_line) {
             let attribute_name = &caps["attribute_name"];
+//            println!("Attribute: {:?}", attribute_name);
             Some(Box::new(Var::new(attribute_name.to_string())))
         } else {
             None
diff --git a/undirected/conf b/undirected/conf
new file mode 100644
index 0000000000000000000000000000000000000000..ace47512f128b1341d9dd76d6c33e7aacc9e0311
GIT binary patch
literal 140
zcmZP&U;qO)2n8Y?Km_9#Mi9lozzm^)WCNJR1?BTVX+8bYyp+tM)Z~)X6oy$dLExl4
eOcBTo2Pb~0QbtxV10etvpK){k(Md<ItpxyD&k^eY

literal 0
HcmV?d00001

diff --git a/undirected/snap.00000000F6837637 b/undirected/snap.00000000F6837637
new file mode 100644
index 0000000000000000000000000000000000000000..d8423fbef6f228f195343f12c91e3264bc259955
GIT binary patch
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zWBk45`2BRV{xRr3Sq`PR??2xR_jlTu@S(_i=)Z2}ggfZi+<?|#Tf!kX)4xJ%DcdWn
zt~bVy?J$zRzPum(vuG+|)!mQsp!GO_uxmPDCGH;><NFLGV+WBuY3kaS(4wcXMciip
zK>wU$`$X;BiuUwzB7NNp%Q60{`S_gocTNjP>c*1XcIPh42iHsqkG^yV=NrxTIg&CL
z?R97|$)C=ch3oT~LfBwwKoYcuaJ(mFw8wb%w<LLs>U;FRHQVcAmQE%}mP{l0l$ahk
z{szt`cXMas@kNUB(Wz^6eRdDqt8G;s#)p$O_4gd&h5WeRkMNNI_vg@(=KW`RnW4Xm
zcz$ZF8w)|+nfD*-mXi(mm>ZPvotX<MP&>0dl5z%R0@mW=ZMIx7;^BOL^L4#B+B=2i
zH|%ZdKz{)9dzXwf@~bP`zcGDDEy$m-T&Y?P`L>V!cmB^J%ts2$hxtz|FuxS=`qV3v
zkUzf{!6@Q-^@}gfQ1@s1%BW<#0{p%&l;SzulG9~SOTI4~F{2jetIqZbp70g<G@0!a
z?Dp;j=<nk7fBV{o_VAw%Tg7#FyNSfVfrLH&>wy1Xyy5X?2Iu4PV5$enSHJCC53P5M
zulF`XzPx1rKGST6`SA(oyN99P$)G=;<H;^o2J@e^7i<;zA~FQ+aa@=1)1k`f@9v`r
z50YPZ3tC>BZwtCUL4Ij+J~W96NBw8hNPq7CN-<wt8%cQc;nm0&Lj%IoRu6jztu1bZ
zAHPXL{Q@PzO8zllpr!6W_|ccBJZNo@CH#HCYFz*9p@dDX==`LW^VLn`ofse5jwDwc
zxE<qX)da%##ug(VESNuLFBQ;#d6P-raY;DZX8^Cq>sBe+a{=o|=EQyj&CR@?S#GB=
zzTJ4f`=higK%T<!yx*-6?Hg|hTgCPP_uoQ2)(T4TUTV+%m@oda|BB*w--qq-Y>#EL
z8gV^qU0|!Qi?V4U)Me}+ABPUep9h|>Rb0nz(aD6`crKLUx~HRe3Dgce|D-D|81G#;
zKAx-?fa|-({FpAIi2Hl)3cbX6Yq#r{p{BQ%L|%Tcf%~hT2wTN{jp(rrP-icPQv6@`
z>I3C>8^VLP(eukMdA(OFEi*w<%=16#Lf3m=&LDm3DSt8lcVYW=2%_g75*Lu%|8y?$
zqn!EJ^=uCME6#}IA(QVFK<m3SVJqvd=<j)B2$yG6UxU^pMZ#LK?=zwG&j(6zUD}P#
z&-0j{gJoYf!*(Ce7h4^ERRSKW4W)Pv!%DUY>YK_?ivN?^+7MsUBHXF_U$npaXu{qz
z+c2K)Pb0kdttrM+KKuXGZXd);IDP{nia&v7J@e=Ll?}Mw!GYAj{Y(!WKhvD>kx7>M
z(9-Hn_~CqQ^hW~o+jG{1dmwq@PV!xS`(gZkok#f5g;reeMdrh#i6@XRQpO}-aXdH~
zTH);fOS1FI0jKl)W4{(5pSrUD&ZyG!(7GC+C7v&Tbr1OzJe;tS))w?<5ZgPXVmsyw
z8xN9q8}sNbw06!VeCYNuwEr=-=MlHuryv>WL-J9x==xO;Bf@K6b;sk;aQ4rH|LsBh
zos}WE!)mQYXpLk3^<Aii_6QwF^4-6RkUvk@9%bL@{hbl=Bp>ec3y(k3dAyD?>oP!M
z+Mncm-yXUOtr}Cp*U!0JgVy1mgi}{g{&nPh_P0ysdyuqpyhOG)Mt`|#l76)P4V-^>
zf5JAd1vq~Lj%WSeA5h<o^^Z<=O9IX3ydKMzQ5av7rcr;N_Dhg22^=4hr~S}gm6J%G
zc!{pJ#qfM1vgrBqpUnTd{vWbHQ}X?)5q<};e+lQ0uOIDmLGH->Q@?oVHekv7hS8bC
z-wZj}D!zB{C*=*)4$R-xU(%5uC%s{-$U{r2Fur$j{K|~dLwlBwCHcfx8Mxk2tbcxs
z;a!kOzIW1ArGoy7;{0k@tMLrv2Y9{aS@$s?|LFx=#s7^#s>rW0_V<dto{0Z&KJ_WN
zm<f7!?VuFzDM`2Dd`9^azV8w82wFWY3194X1ouCP`7GVD4v#0<?Eld6fMn2YRUrM>
z>t3Th=vUxHTsvLHc<kduau+je)Tg%q#d*fI)h|Gz*N5amZ!aRBrUVmKyL+q}TE`6t
z_qep@JG2aWea#Omaeg*NB(HtB?FzK$t5o7TrrKZh_i=UDDz1;FhM~P=WC@#_Cf7jA
zV-(>S{f4*Ds$xFB9X9(R;3ST>0k)nP&j!qoV6_LhKMm%?{F`G_K;O><N-3!bXS%;|
zO^>j=t6V0uEFB0t8QB&=Yb38{WW4bwz&$uV`nBZY{1urmdClRNk9|jgmUxb1aZ@SO
zH#q<5>7T~=&gS^_ShND|e@O?l#C_(9*gU95^Z2u0MP~xupbw>Zu3&*-Ce)_VP>Sm|
z3HNY)TR0vgueITL3)p_ER==$Ry{VjUR36U3cz$XFTgCGSy$5}OdJxC!*s8r4A4hrp
z+TAEW9Gn7L;`@+a&FY~xR)<o|vy!ggwj(IjVLvq_Sn6CY?q8}`V9SOmxt3x72QJiV
A(EtDd

literal 0
HcmV?d00001


From 9bb3eac4de2c27ba5a68da2e4c61fc7f8a97ce2b Mon Sep 17 00:00:00 2001
From: Longbin Lai <longbin.lai@gmail.com>
Date: Wed, 27 Feb 2019 13:56:26 +1100
Subject: [PATCH 094/391] Fix a bug of adding static graph.

---
 src/graph_impl/static_graph/graph.rs | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/graph_impl/static_graph/graph.rs b/src/graph_impl/static_graph/graph.rs
index 0e9f412a..0959d1ec 100644
--- a/src/graph_impl/static_graph/graph.rs
+++ b/src/graph_impl/static_graph/graph.rs
@@ -739,7 +739,7 @@ impl<Id: IdType, NL: Hash + Eq + Clone, EL: Hash + Eq + Clone, Ty: GraphType, L:
             graph.num_nodes = graph.edge_vec.num_nodes();
             graph.num_edges = graph.edge_vec.num_edges();
         } else {
-            graph.num_nodes = graph.edge_vec.num_nodes() >> 1;
+            graph.num_nodes = graph.edge_vec.num_nodes();
             graph.num_edges = graph.edge_vec.num_edges() >> 1;
         }
 

From 7da95b5ea5a7c135f8af14522237affeac26157e Mon Sep 17 00:00:00 2001
From: Zhengyi <zhengyi.yang@outlook.com>
Date: Wed, 27 Feb 2019 15:58:42 +1100
Subject: [PATCH 095/391] rustfmt

---
 src/graph_impl/static_graph/graph.rs | 11 +++++------
 1 file changed, 5 insertions(+), 6 deletions(-)

diff --git a/src/graph_impl/static_graph/graph.rs b/src/graph_impl/static_graph/graph.rs
index 0959d1ec..7154d87a 100644
--- a/src/graph_impl/static_graph/graph.rs
+++ b/src/graph_impl/static_graph/graph.rs
@@ -735,13 +735,12 @@ impl<Id: IdType, NL: Hash + Eq + Clone, EL: Hash + Eq + Clone, Ty: GraphType, L:
             edge_label_map,
         };
 
-        if Ty::is_directed() {
-            graph.num_nodes = graph.edge_vec.num_nodes();
-            graph.num_edges = graph.edge_vec.num_edges();
+        graph.num_nodes = graph.edge_vec.num_nodes();
+        graph.num_edges = if Ty::is_directed() {
+            graph.edge_vec.num_edges()
         } else {
-            graph.num_nodes = graph.edge_vec.num_nodes();
-            graph.num_edges = graph.edge_vec.num_edges() >> 1;
-        }
+            graph.edge_vec.num_edges() >> 1
+        };
 
         graph
     }

From 966d138d2f381e3946294dd4ecc6aee367a5a737 Mon Sep 17 00:00:00 2001
From: Kongzhang Hao <haokongzhang@gmail.com>
Date: Sat, 2 Mar 2019 12:50:31 +1100
Subject: [PATCH 096/391] Fixed bug with bincode serialisation

---
 src/main.rs                   | 1 -
 src/property/sled_property.rs | 5 +++--
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/src/main.rs b/src/main.rs
index c6cf5dfb..98f0cb49 100644
--- a/src/main.rs
+++ b/src/main.rs
@@ -1,4 +1,3 @@
-<<<<<<< HEAD
 /*
  * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
  *
diff --git a/src/property/sled_property.rs b/src/property/sled_property.rs
index 79ef0dd7..c11b6d33 100644
--- a/src/property/sled_property.rs
+++ b/src/property/sled_property.rs
@@ -26,6 +26,7 @@ use sled::Db as Tree;
 use sled::ConfigBuilder;
 use json::JsonValue;
 use bincode;
+use serde::Serialize;
 
 use generic::IdType;
 use property::{PropertyGraph, PropertyError};
@@ -45,7 +46,7 @@ impl SledProperty {
         })
     }
 
-    pub fn with_data <Id: IdType, N, E>(store_path: &Path, node_property: N,
+    pub fn with_data <Id: IdType + Serialize, N, E>(store_path: &Path, node_property: N,
                                         edge_property: E, is_directed: bool) -> Result<Self, PropertyError>
         where N:Iterator<Item= (Id,JsonValue)>,
               E:Iterator<Item= ((Id,Id),JsonValue)>,
@@ -96,7 +97,7 @@ impl SledProperty {
     }
 }
 
-impl<Id: IdType> PropertyGraph<Id> for SledProperty {
+impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
     type Err = PropertyError;
 
     #[inline]

From 7d8b1eea373f997f6a475da906ffc81f7c67dfdc Mon Sep 17 00:00:00 2001
From: LongbinLai <longbin.lai@gmail.com>
Date: Mon, 4 Mar 2019 15:46:56 +1100
Subject: [PATCH 097/391] Let GraphReader skip `#` comment line by default

---
 src/io/csv/reader.rs | 1 +
 1 file changed, 1 insertion(+)

diff --git a/src/io/csv/reader.rs b/src/io/csv/reader.rs
index 7c992757..dfb44030 100644
--- a/src/io/csv/reader.rs
+++ b/src/io/csv/reader.rs
@@ -122,6 +122,7 @@ where
                 path_to_nodes.as_path().to_str().unwrap()
             );
             let rdr = ReaderBuilder::new()
+                .comment(Some(b'#'))  // Skip the `#` comment line by default
                 .has_headers(self.has_headers)
                 .flexible(self.is_flexible)
                 .delimiter(self.separator)

From 4feedcdd2f74aad4e46be1e6cc8d500dcd566b18 Mon Sep 17 00:00:00 2001
From: Zhengyi <zhengyi.yang@outlook.com>
Date: Mon, 4 Mar 2019 22:59:58 +1100
Subject: [PATCH 098/391] update dfs/bfs

---
 src/algorithm/bfs.rs | 37 +++++++++++++++++++++++++++++------
 src/algorithm/dfs.rs | 46 ++++++++++++++++++++++++++++++++------------
 2 files changed, 65 insertions(+), 18 deletions(-)

diff --git a/src/algorithm/bfs.rs b/src/algorithm/bfs.rs
index 39d527f6..44471c6f 100644
--- a/src/algorithm/bfs.rs
+++ b/src/algorithm/bfs.rs
@@ -20,6 +20,7 @@
  */
 use std::collections::VecDeque;
 use std::hash::Hash;
+use std::marker::PhantomData;
 
 use fixedbitset::FixedBitSet;
 
@@ -56,19 +57,36 @@ use prelude::*;
 /// ```
 ///
 #[derive(Clone)]
-pub struct Bfs<'a, Id: IdType, NL: Eq + Hash + 'a, EL: Eq + Hash + 'a, L: IdType = Id> {
+pub struct Bfs<
+    'a,
+    Id: IdType,
+    NL: Eq + Hash + 'a,
+    EL: Eq + Hash + 'a,
+    L: IdType,
+    G: GeneralGraph<Id, NL, EL, L>,
+> {
     /// The queue of nodes to visit
     queue: VecDeque<Id>,
     /// The set of discovered nodes
     discovered: FixedBitSet,
     /// The reference to the graph that algorithm is running on
-    graph: &'a GeneralGraph<Id, NL, EL, L>,
+    graph: &'a G,
+
+    _ph: PhantomData<(NL, EL, L)>,
 }
 
-impl<'a, Id: IdType, NL: Eq + Hash + 'a, EL: Eq + Hash + 'a, L: IdType> Bfs<'a, Id, NL, EL, L> {
+impl<
+        'a,
+        Id: IdType,
+        NL: Eq + Hash + 'a,
+        EL: Eq + Hash + 'a,
+        L: IdType,
+        G: GeneralGraph<Id, NL, EL, L>,
+    > Bfs<'a, Id, NL, EL, L, G>
+{
     /// Create a new **Bfs** by initialising empty discovered set, and put **start**
     /// in the queue of nodes to visit.
-    pub fn new<G: GeneralGraph<Id, NL, EL, L>>(graph: &'a G, start: Option<Id>) -> Self {
+    pub fn new(graph: &'a G, start: Option<Id>) -> Self {
         let mut discovered: FixedBitSet =
             FixedBitSet::with_capacity(graph.max_seen_id().unwrap().id() + 1);
         let mut queue: VecDeque<Id> = VecDeque::new();
@@ -96,6 +114,7 @@ impl<'a, Id: IdType, NL: Eq + Hash + 'a, EL: Eq + Hash + 'a, L: IdType> Bfs<'a,
             queue,
             discovered,
             graph,
+            _ph: PhantomData,
         }
     }
 
@@ -132,8 +151,14 @@ impl<'a, Id: IdType, NL: Eq + Hash + 'a, EL: Eq + Hash + 'a, L: IdType> Bfs<'a,
     }
 }
 
-impl<'a, Id: IdType, NL: Eq + Hash + 'a, EL: Eq + Hash + 'a, L: IdType> Iterator
-    for Bfs<'a, Id, NL, EL, L>
+impl<
+        'a,
+        Id: IdType,
+        NL: Eq + Hash + 'a,
+        EL: Eq + Hash + 'a,
+        L: IdType,
+        G: GeneralGraph<Id, NL, EL, L>,
+    > Iterator for Bfs<'a, Id, NL, EL, L, G>
 {
     type Item = Id;
 
diff --git a/src/algorithm/dfs.rs b/src/algorithm/dfs.rs
index ef3e3424..5ae3b6a3 100644
--- a/src/algorithm/dfs.rs
+++ b/src/algorithm/dfs.rs
@@ -19,6 +19,7 @@
  * under the License.
  */
 use std::hash::Hash;
+use std::marker::PhantomData;
 
 use fixedbitset::FixedBitSet;
 
@@ -55,39 +56,53 @@ use prelude::*;
 /// ```
 ///
 #[derive(Clone)]
-pub struct Dfs<'a, Id: IdType, NL: Eq + Hash + 'a, EL: Eq + Hash + 'a, L: IdType = Id> {
+pub struct Dfs<
+    'a,
+    Id: IdType,
+    NL: Eq + Hash + 'a,
+    EL: Eq + Hash + 'a,
+    L: IdType,
+    G: GeneralGraph<Id, NL, EL, L>,
+> {
     /// The stack of nodes to visit
     stack: Vec<Id>,
     /// The map of discovered nodes
     discovered: FixedBitSet,
     /// The reference to the graph that algorithm is running on
-    graph: &'a GeneralGraph<Id, NL, EL, L>,
+    graph: &'a G,
+
+    _ph: PhantomData<(NL, EL, L)>,
 }
 
-impl<'a, Id: IdType, NL: Eq + Hash + 'a, EL: Eq + Hash + 'a, L: IdType> Dfs<'a, Id, NL, EL, L> {
+impl<
+        'a,
+        Id: IdType,
+        NL: Eq + Hash + 'a,
+        EL: Eq + Hash + 'a,
+        L: IdType,
+        G: GeneralGraph<Id, NL, EL, L>,
+    > Dfs<'a, Id, NL, EL, L, G>
+{
     /// Create a new **Dfs** by initialising empty prev_discovered map, and put **start**
     /// in the queue of nodes to visit.
-    pub fn new<G: GeneralGraph<Id, NL, EL, L>>(graph: &'a G, start: Option<Id>) -> Self {
+    pub fn new(graph: &'a G, start: Option<Id>) -> Self {
         let mut dfs = Dfs::with_capacity(graph);
         dfs.move_to(start);
         dfs
     }
 
     /// Create a `Dfs` from a vector and a map
-    pub fn from_parts<G: GeneralGraph<Id, NL, EL, L>>(
-        stack: Vec<Id>,
-        discovered: FixedBitSet,
-        graph: &'a G,
-    ) -> Self {
+    pub fn from_parts(stack: Vec<Id>, discovered: FixedBitSet, graph: &'a G) -> Self {
         Dfs {
             stack,
             discovered,
             graph,
+            _ph: PhantomData,
         }
     }
 
     /// Create a new **Dfs**.
-    pub fn with_capacity<G: GeneralGraph<Id, NL, EL, L>>(graph: &'a G) -> Self {
+    pub fn with_capacity(graph: &'a G) -> Self {
         let mut discovered: FixedBitSet =
             FixedBitSet::with_capacity(graph.max_seen_id().unwrap().id() + 1);
         discovered.insert_range(..);
@@ -96,6 +111,7 @@ impl<'a, Id: IdType, NL: Eq + Hash + 'a, EL: Eq + Hash + 'a, L: IdType> Dfs<'a,
             stack: Vec::new(),
             discovered,
             graph,
+            _ph: PhantomData,
         }
     }
 
@@ -161,8 +177,14 @@ impl<'a, Id: IdType, NL: Eq + Hash + 'a, EL: Eq + Hash + 'a, L: IdType> Dfs<'a,
     }
 }
 
-impl<'a, Id: IdType, NL: Eq + Hash + 'a, EL: Eq + Hash + 'a, L: IdType> Iterator
-    for Dfs<'a, Id, NL, EL, L>
+impl<
+        'a,
+        Id: IdType,
+        NL: Eq + Hash + 'a,
+        EL: Eq + Hash + 'a,
+        L: IdType,
+        G: GeneralGraph<Id, NL, EL, L>,
+    > Iterator for Dfs<'a, Id, NL, EL, L, G>
 {
     type Item = Id;
 

From 53d9db945b06e1c8e84d7515e5aa622a46ae7abd Mon Sep 17 00:00:00 2001
From: Zhengyi <zhengyi.yang@outlook.com>
Date: Mon, 4 Mar 2019 23:15:28 +1100
Subject: [PATCH 099/391] rust fmt

---
 src/io/csv/reader.rs | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/io/csv/reader.rs b/src/io/csv/reader.rs
index dfb44030..67b77b2b 100644
--- a/src/io/csv/reader.rs
+++ b/src/io/csv/reader.rs
@@ -122,7 +122,7 @@ where
                 path_to_nodes.as_path().to_str().unwrap()
             );
             let rdr = ReaderBuilder::new()
-                .comment(Some(b'#'))  // Skip the `#` comment line by default
+                .comment(Some(b'#')) // Skip the `#` comment line by default
                 .has_headers(self.has_headers)
                 .flexible(self.is_flexible)
                 .delimiter(self.separator)

From 322bd6ffc0e851671f0be3bb2cdd8c165c0f9231 Mon Sep 17 00:00:00 2001
From: Zhengyi <zhengyi.yang@outlook.com>
Date: Mon, 4 Mar 2019 23:18:30 +1100
Subject: [PATCH 100/391] add ?Sized to Dfs/Bfs

---
 src/algorithm/bfs.rs | 6 +++---
 src/algorithm/dfs.rs | 6 +++---
 2 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/src/algorithm/bfs.rs b/src/algorithm/bfs.rs
index 44471c6f..fabddbf0 100644
--- a/src/algorithm/bfs.rs
+++ b/src/algorithm/bfs.rs
@@ -63,7 +63,7 @@ pub struct Bfs<
     NL: Eq + Hash + 'a,
     EL: Eq + Hash + 'a,
     L: IdType,
-    G: GeneralGraph<Id, NL, EL, L>,
+    G: GeneralGraph<Id, NL, EL, L> + ?Sized,
 > {
     /// The queue of nodes to visit
     queue: VecDeque<Id>,
@@ -81,7 +81,7 @@ impl<
         NL: Eq + Hash + 'a,
         EL: Eq + Hash + 'a,
         L: IdType,
-        G: GeneralGraph<Id, NL, EL, L>,
+        G: GeneralGraph<Id, NL, EL, L> + ?Sized,
     > Bfs<'a, Id, NL, EL, L, G>
 {
     /// Create a new **Bfs** by initialising empty discovered set, and put **start**
@@ -157,7 +157,7 @@ impl<
         NL: Eq + Hash + 'a,
         EL: Eq + Hash + 'a,
         L: IdType,
-        G: GeneralGraph<Id, NL, EL, L>,
+        G: GeneralGraph<Id, NL, EL, L> + ?Sized,
     > Iterator for Bfs<'a, Id, NL, EL, L, G>
 {
     type Item = Id;
diff --git a/src/algorithm/dfs.rs b/src/algorithm/dfs.rs
index 5ae3b6a3..6635b0f0 100644
--- a/src/algorithm/dfs.rs
+++ b/src/algorithm/dfs.rs
@@ -62,7 +62,7 @@ pub struct Dfs<
     NL: Eq + Hash + 'a,
     EL: Eq + Hash + 'a,
     L: IdType,
-    G: GeneralGraph<Id, NL, EL, L>,
+    G: GeneralGraph<Id, NL, EL, L> + ?Sized,
 > {
     /// The stack of nodes to visit
     stack: Vec<Id>,
@@ -80,7 +80,7 @@ impl<
         NL: Eq + Hash + 'a,
         EL: Eq + Hash + 'a,
         L: IdType,
-        G: GeneralGraph<Id, NL, EL, L>,
+        G: GeneralGraph<Id, NL, EL, L> + ?Sized,
     > Dfs<'a, Id, NL, EL, L, G>
 {
     /// Create a new **Dfs** by initialising empty prev_discovered map, and put **start**
@@ -183,7 +183,7 @@ impl<
         NL: Eq + Hash + 'a,
         EL: Eq + Hash + 'a,
         L: IdType,
-        G: GeneralGraph<Id, NL, EL, L>,
+        G: GeneralGraph<Id, NL, EL, L> + ?Sized,
     > Iterator for Dfs<'a, Id, NL, EL, L, G>
 {
     type Item = Id;

From 5f461d67e4727212b803541e1242bd05c4ae6608 Mon Sep 17 00:00:00 2001
From: Kongzhang Hao <haokongzhang@gmail.com>
Date: Mon, 4 Mar 2019 23:54:27 +1100
Subject: [PATCH 101/391] Added clone for boxed expression

---
 src/property/filter/arithmetic_expression.rs | 4 ++++
 src/property/filter/expression_operator.rs   | 2 ++
 src/property/filter/mod.rs                   | 7 +++++++
 src/property/filter/predicate_expression.rs  | 4 ++++
 src/property/filter/value_expression.rs      | 8 ++++++++
 5 files changed, 25 insertions(+)

diff --git a/src/property/filter/arithmetic_expression.rs b/src/property/filter/arithmetic_expression.rs
index 9512a597..df740c61 100644
--- a/src/property/filter/arithmetic_expression.rs
+++ b/src/property/filter/arithmetic_expression.rs
@@ -69,4 +69,8 @@ impl Expression for ArithmeticExpression {
             ArithmeticOperator::Concat        =>     concat(exp1, exp2)
         }
     }
+
+    fn box_clone(&self) -> Box<Expression> {
+        Box::new(ArithmeticExpression::new(self.left.clone(), self.right.clone(), self.operator.clone()))
+    }
 }
\ No newline at end of file
diff --git a/src/property/filter/expression_operator.rs b/src/property/filter/expression_operator.rs
index e1222477..6a8233b9 100644
--- a/src/property/filter/expression_operator.rs
+++ b/src/property/filter/expression_operator.rs
@@ -26,6 +26,7 @@ use json::JsonValue;
 use json::number::Number;
 
 
+#[derive(Clone, Copy)]
 pub enum PredicateOperator {
     // Logical
     AND,
@@ -61,6 +62,7 @@ pub enum PredicateOperator {
 }
 
 
+#[derive(Clone, Copy)]
 pub enum ArithmeticOperator {
     // Mathematical Operation
     Add,
diff --git a/src/property/filter/mod.rs b/src/property/filter/mod.rs
index f1dceb27..0f46417e 100644
--- a/src/property/filter/mod.rs
+++ b/src/property/filter/mod.rs
@@ -58,8 +58,15 @@ type PropertyResult<T> = Result<T, PropertyError>;
 pub trait Expression {
     // Get the result of expression as a Json Value.
     fn get_value(&self, var: &JsonValue) -> PropertyResult<JsonValue>;
+
+    fn box_clone(&self) -> Box<Expression>;
 }
 
+impl Clone for Box<Expression> {
+    fn clone(&self) -> Box<Expression> {
+        self.box_clone()
+    }
+}
 
 pub trait NodeCache<Id: IdType> {
 
diff --git a/src/property/filter/predicate_expression.rs b/src/property/filter/predicate_expression.rs
index 231e8492..cb41d35e 100644
--- a/src/property/filter/predicate_expression.rs
+++ b/src/property/filter/predicate_expression.rs
@@ -79,4 +79,8 @@ impl Expression for PredicateExpression {
             _                                =>     ends_with(exp1, exp2)
         }
     }
+
+    fn box_clone(&self) -> Box<Expression> {
+        Box::new(PredicateExpression::new(self.left.clone(), self.right.clone(), self.operator.clone()))
+    }
 }
\ No newline at end of file
diff --git a/src/property/filter/value_expression.rs b/src/property/filter/value_expression.rs
index e8dcb676..3d09d9a7 100644
--- a/src/property/filter/value_expression.rs
+++ b/src/property/filter/value_expression.rs
@@ -49,6 +49,10 @@ impl Expression for Var {
             Err(PropertyError::JsonObjectFieldError)
         }
     }
+
+    fn box_clone(&self) -> Box<Expression> {
+        Box::new(Var::new(self.attribute.clone()))
+    }
 }
 
 
@@ -70,4 +74,8 @@ impl Expression for Const {
     fn get_value(&self, _var: &JsonValue) -> PropertyResult<JsonValue> {
         Ok(self.value.clone())
     }
+
+    fn box_clone(&self) -> Box<Expression> {
+        Box::new(Const::new(self.value.clone()))
+    }
 }

From 0ff2bc86c76110d0462386417fa60d57d5e18ccd Mon Sep 17 00:00:00 2001
From: Kongzhang Hao <haokongzhang@gmail.com>
Date: Tue, 5 Mar 2019 00:02:56 +1100
Subject: [PATCH 102/391] Added filter for edge property filter

---
 src/property/filter/edge_property_filter.rs | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/src/property/filter/edge_property_filter.rs b/src/property/filter/edge_property_filter.rs
index f72e13a2..514ca2f0 100644
--- a/src/property/filter/edge_property_filter.rs
+++ b/src/property/filter/edge_property_filter.rs
@@ -71,5 +71,10 @@ impl<'a, Id: IdType> EdgeFilter<'a, Id> {
             None => Err(PropertyError::BooleanExpressionError)
         }
     }
+
+    pub fn filter(&self, id: (Id, Id)) -> bool {
+        self.get_result(id).unwrap_or_default()
+    }
+
 }
 

From 54f99693237658f5da1d844ceb22686609b6e698 Mon Sep 17 00:00:00 2001
From: Kongzhang Hao <haokongzhang@gmail.com>
Date: Tue, 5 Mar 2019 00:39:25 +1100
Subject: [PATCH 103/391] Changed the error of edge prefetch to property error

---
 src/property/filter/edge_property_filter.rs | 2 +-
 src/property/filter/mod.rs                  | 3 ++-
 2 files changed, 3 insertions(+), 2 deletions(-)

diff --git a/src/property/filter/edge_property_filter.rs b/src/property/filter/edge_property_filter.rs
index 514ca2f0..b2e36fff 100644
--- a/src/property/filter/edge_property_filter.rs
+++ b/src/property/filter/edge_property_filter.rs
@@ -52,7 +52,7 @@ impl<'a, Id: IdType> EdgeFilter<'a, Id> {
         }
     }
 
-    pub fn pre_fetch(&mut self, ids: &[(Id, Id)], property_graph: &PropertyGraph<Id, Err=()>) -> PropertyResult<()> {
+    pub fn pre_fetch(&mut self, ids: &[(Id, Id)], property_graph: &PropertyGraph<Id, Err=PropertyError>) -> PropertyResult<()> {
 
         for id in ids {
             if let Some(result) = property_graph.get_edge_property_all(id.0, id.1)? {
diff --git a/src/property/filter/mod.rs b/src/property/filter/mod.rs
index 0f46417e..a185b796 100644
--- a/src/property/filter/mod.rs
+++ b/src/property/filter/mod.rs
@@ -49,7 +49,8 @@ pub use property::filter::arithmetic_expression::ArithmeticExpression;
 pub use property::filter::node_property_filter::NodeFilter;
 pub use property::filter::edge_property_filter::EdgeFilter;
 pub use property::filter::hash_property_cache::{HashNodeCache, HashEdgeCache};
-
+use serde::de::DeserializeOwned;
+use serde::{Serialize, Deserialize};
 
 
 type PropertyResult<T> = Result<T, PropertyError>;

From 083973b99d666898d4cbfc21e1dccb04daa9702b Mon Sep 17 00:00:00 2001
From: Kongzhang Hao <haokongzhang@gmail.com>
Date: Tue, 5 Mar 2019 00:54:44 +1100
Subject: [PATCH 104/391] Changed undefined Err to PropertyErr

---
 src/property/cached_property.rs             | 1 -
 src/property/filter/edge_property_filter.rs | 2 +-
 src/property/filter/node_property_filter.rs | 2 +-
 src/property/mod.rs                         | 9 ++++-----
 src/property/sled_property.rs               | 1 -
 5 files changed, 6 insertions(+), 9 deletions(-)

diff --git a/src/property/cached_property.rs b/src/property/cached_property.rs
index 857abcfc..2130c083 100644
--- a/src/property/cached_property.rs
+++ b/src/property/cached_property.rs
@@ -97,7 +97,6 @@ impl<Id: IdType> CachedProperty<Id> {
 }
 
 impl<Id: IdType> PropertyGraph<Id> for CachedProperty<Id> {
-    type Err = PropertyError;
 
     #[inline]
     fn get_node_property(&self, id: Id, names: Vec<String>) -> Result<Option<JsonValue>, PropertyError> {
diff --git a/src/property/filter/edge_property_filter.rs b/src/property/filter/edge_property_filter.rs
index b2e36fff..6a659dc1 100644
--- a/src/property/filter/edge_property_filter.rs
+++ b/src/property/filter/edge_property_filter.rs
@@ -52,7 +52,7 @@ impl<'a, Id: IdType> EdgeFilter<'a, Id> {
         }
     }
 
-    pub fn pre_fetch(&mut self, ids: &[(Id, Id)], property_graph: &PropertyGraph<Id, Err=PropertyError>) -> PropertyResult<()> {
+    pub fn pre_fetch(&mut self, ids: &[(Id, Id)], property_graph: &PropertyGraph<Id>) -> PropertyResult<()> {
 
         for id in ids {
             if let Some(result) = property_graph.get_edge_property_all(id.0, id.1)? {
diff --git a/src/property/filter/node_property_filter.rs b/src/property/filter/node_property_filter.rs
index af37f76c..da808c2e 100644
--- a/src/property/filter/node_property_filter.rs
+++ b/src/property/filter/node_property_filter.rs
@@ -51,7 +51,7 @@ impl<'a, Id: IdType> NodeFilter<'a, Id> {
         }
     }
 
-    pub fn pre_fetch(&mut self, ids: &[Id], property_graph: &PropertyGraph<Id, Err=PropertyError>) -> PropertyResult<()> {
+    pub fn pre_fetch(&mut self, ids: &[Id], property_graph: &PropertyGraph<Id>) -> PropertyResult<()> {
 
         for id in ids {
             if let Some(result) = property_graph.get_node_property_all(id.clone())? {
diff --git a/src/property/mod.rs b/src/property/mod.rs
index 8ba1152a..7e70bf31 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -31,18 +31,17 @@ use generic::IdType;
 use json::JsonValue;
 
 pub trait PropertyGraph<Id: IdType> {
-    type Err;
 
     fn get_node_property(&self, id: Id, names: Vec<String>)
-        -> Result<Option<JsonValue>, Self::Err>;
+        -> Result<Option<JsonValue>, PropertyError>;
     fn get_edge_property(
         &self,
         src: Id,
         dst: Id,
         names: Vec<String>,
-    ) -> Result<Option<JsonValue>, Self::Err>;
-    fn get_node_property_all(&self, id: Id) -> Result<Option<JsonValue>, Self::Err>;
-    fn get_edge_property_all(&self, src: Id, dst: Id) -> Result<Option<JsonValue>, Self::Err>;
+    ) -> Result<Option<JsonValue>, PropertyError>;
+    fn get_node_property_all(&self, id: Id) -> Result<Option<JsonValue>, PropertyError>;
+    fn get_edge_property_all(&self, src: Id, dst: Id) -> Result<Option<JsonValue>, PropertyError>;
 
     //    fn scan_node_property(&self,names: Vec<String>) -> Iter<Result<Option<JsonValue>, E>>;
     //    fn scan_edge_property(&self,names: Vec<String>) -> Iter<Result<Option<JsonValue>, E>>;
diff --git a/src/property/sled_property.rs b/src/property/sled_property.rs
index c11b6d33..70835a22 100644
--- a/src/property/sled_property.rs
+++ b/src/property/sled_property.rs
@@ -98,7 +98,6 @@ impl SledProperty {
 }
 
 impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
-    type Err = PropertyError;
 
     #[inline]
     fn get_node_property(&self, id: Id, names: Vec<String>) -> Result<Option<JsonValue>, PropertyError> {

From 5786d7acb42a1f49543cb7e363db8e96ae661e60 Mon Sep 17 00:00:00 2001
From: Kongzhang Hao <haokongzhang@gmail.com>
Date: Tue, 5 Mar 2019 01:23:22 +1100
Subject: [PATCH 105/391] Added default true eq for boxed expression

---
 src/property/filter/mod.rs | 8 ++++++++
 1 file changed, 8 insertions(+)

diff --git a/src/property/filter/mod.rs b/src/property/filter/mod.rs
index a185b796..07cfe833 100644
--- a/src/property/filter/mod.rs
+++ b/src/property/filter/mod.rs
@@ -69,6 +69,14 @@ impl Clone for Box<Expression> {
     }
 }
 
+impl PartialEq for Box<Expression> {
+    fn eq(&self, other: &Box<Expression>) -> bool {
+        true
+    }
+}
+
+impl Eq for Box<Expression> {}
+
 pub trait NodeCache<Id: IdType> {
 
     fn get(&self, id:Id) -> PropertyResult<JsonValue>;

From a3349149b055dbf4308f7bc5e7464ccaf25d0189 Mon Sep 17 00:00:00 2001
From: Kongzhang Hao <haokongzhang@gmail.com>
Date: Tue, 5 Mar 2019 01:29:22 +1100
Subject: [PATCH 106/391] Added default empty expression (True)

---
 src/property/filter/mod.rs | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/src/property/filter/mod.rs b/src/property/filter/mod.rs
index 07cfe833..1119814b 100644
--- a/src/property/filter/mod.rs
+++ b/src/property/filter/mod.rs
@@ -55,6 +55,9 @@ use serde::{Serialize, Deserialize};
 
 type PropertyResult<T> = Result<T, PropertyError>;
 
+pub fn empty_expression() -> Box<Expression> {
+    Box::new(Const::new(JsonValue::Boolean(true)))
+}
 
 pub trait Expression {
     // Get the result of expression as a Json Value.

From a97fa7850f9f2fca8606c4e821c00dfac4376a6a Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Sat, 9 Mar 2019 16:46:09 +1100
Subject: [PATCH 107/391] replace Vec::with_capacity with Vec::new in
 EdgeVec::add

---
 src/graph_impl/static_graph/edge_vec.rs | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/src/graph_impl/static_graph/edge_vec.rs b/src/graph_impl/static_graph/edge_vec.rs
index 6334d69a..e49d960a 100644
--- a/src/graph_impl/static_graph/edge_vec.rs
+++ b/src/graph_impl/static_graph/edge_vec.rs
@@ -240,9 +240,9 @@ impl<Id: IdType, L: IdType> Add for EdgeVec<Id, L> {
         let s_num_nodes = smaller.offsets.len() - 1;
         let num_nodes = larger.offsets.len() - 1;
 
-        let mut edges = Vec::with_capacity(len);
-        let mut labels = Vec::with_capacity(len);
-        let mut offsets = Vec::with_capacity(num_nodes + 1);
+        let mut edges = Vec::new(); //Vec::with_capacity(len);
+        let mut labels = Vec::new(); //Vec::with_capacity(len);
+        let mut offsets = Vec::new(); //Vec::with_capacity(num_nodes + 1);
         offsets.push(0);
 
         for node in 0..s_num_nodes {

From e9a286792846c90ed4b7c2c6f0c55bb43f6bff7b Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Sun, 10 Mar 2019 01:47:04 +1100
Subject: [PATCH 108/391] use BTreeMap in graphvec

---
 src/graph_impl/graph_vec/mod.rs | 71 ++++++++++++++++++++-------------
 1 file changed, 43 insertions(+), 28 deletions(-)

diff --git a/src/graph_impl/graph_vec/mod.rs b/src/graph_impl/graph_vec/mod.rs
index c197fea8..e6c8aa3e 100644
--- a/src/graph_impl/graph_vec/mod.rs
+++ b/src/graph_impl/graph_vec/mod.rs
@@ -19,6 +19,7 @@
  * under the License.
  */
 
+use std::collections::{BTreeMap, BTreeSet};
 use std::hash::Hash;
 
 use generic::{DefaultId, GraphType, IdType, MutMapTrait};
@@ -30,9 +31,9 @@ pub type GraphVec<NL, EL = NL, L = DefaultId> = TypedGraphVec<DefaultId, NL, EL,
 
 #[derive(Debug, Clone, Serialize, Deserialize)]
 pub struct TypedGraphVec<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType = Id> {
-    nodes: Vec<(Id, L)>,
-    edges: Vec<(Id, Id, L)>,
-    in_edges: Vec<(Id, Id)>,
+    nodes: BTreeMap<Id, L>,
+    edges: BTreeMap<(Id, Id), L>,
+    in_edges: BTreeSet<(Id, Id)>,
     node_label_map: SetMap<NL>,
     edge_label_map: SetMap<EL>,
 
@@ -44,9 +45,9 @@ pub struct TypedGraphVec<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType = I
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL, EL, L> {
     pub fn new() -> Self {
         TypedGraphVec {
-            nodes: Vec::new(),
-            edges: Vec::new(),
-            in_edges: Vec::new(),
+            nodes: BTreeMap::new(),
+            edges: BTreeMap::new(),
+            in_edges: BTreeSet::new(),
             node_label_map: SetMap::new(),
             edge_label_map: SetMap::new(),
 
@@ -58,9 +59,9 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
 
     pub fn with_label_map(node_label_map: SetMap<NL>, edge_label_map: SetMap<EL>) -> Self {
         TypedGraphVec {
-            nodes: Vec::new(),
-            edges: Vec::new(),
-            in_edges: Vec::new(),
+            nodes: BTreeMap::new(),
+            edges: BTreeMap::new(),
+            in_edges: BTreeSet::new(),
             node_label_map,
             edge_label_map,
 
@@ -86,7 +87,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
             self.max_id = Some(id);
         }
 
-        self.nodes.push((id, label_id));
+        self.nodes.insert(id, label_id);
     }
 
     #[inline]
@@ -109,7 +110,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
             self.max_id = Some(dst);
         }
 
-        self.edges.push((src, dst, label_id));
+        self.edges.insert((src, dst), label_id);
     }
 
     #[inline]
@@ -122,17 +123,17 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
             self.max_id = Some(dst);
         }
 
-        self.in_edges.push((src, dst));
+        self.in_edges.insert((src, dst));
     }
 
     #[inline(always)]
     pub fn is_directed(&self) -> bool {
-        self.max_id.is_some()
+        !self.in_edges.is_empty()
     }
 
     #[inline(always)]
     pub fn is_empty(&self) -> bool {
-        self.nodes.is_empty() && self.edges.is_empty()
+        self.nodes.is_empty() && self.edges.is_empty() && self.in_edges.is_empty()
     }
 
     #[inline(always)]
@@ -176,12 +177,12 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
     }
 
     fn get_node_labels(
-        mut nodes: Vec<(Id, L)>,
+        nodes: BTreeMap<Id, L>,
         max_node_id: Id,
         has_node_label: bool,
     ) -> Option<Vec<L>> {
-        nodes.sort_unstable_by_key(|&(i, _)| i);
-        nodes.dedup_by_key(|&mut (i, _)| i);
+        //        nodes.sort_unstable_by_key(|&(i, _)| i);
+        //        nodes.dedup_by_key(|&mut (i, _)| i);
 
         if !has_node_label {
             return None;
@@ -189,7 +190,8 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
 
         let mut labels = Vec::new();
         let mut current = Id::new(0);
-        let last = nodes.last().map_or(0, |&(i, _)| i.id());
+
+        let mut last = Id::new(0);
 
         for (i, l) in nodes.into_iter() {
             while i > current {
@@ -198,8 +200,11 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
             }
             labels.push(l);
             current.increment();
+
+            last = i;
         }
 
+        let last = last.id();
         if last < max_node_id.id() {
             for _ in 0..max_node_id.id() - last {
                 labels.push(L::max_value());
@@ -210,7 +215,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
     }
 
     fn get_edge_vec(
-        mut graph: Vec<(Id, Id, L)>,
+        graph: BTreeMap<(Id, Id), L>,
         max_node_id: Id,
         has_edge_label: bool,
     ) -> EdgeVec<Id, L> {
@@ -225,13 +230,15 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
         let mut offset = 0usize;
         offsets.push(offset);
 
-        graph.sort_unstable_by_key(|&(s, d, _)| (s, d));
-        graph.dedup_by_key(|&mut (s, d, _)| (s, d));
+        //        graph.sort_unstable_by_key(|&(s, d, _)| (s, d));
+        //        graph.dedup_by_key(|&mut (s, d, _)| (s, d));
 
         let mut current = Id::new(0);
-        let last = graph.last().map_or(0, |&(i, _, _)| i.id());
+        //        let last = graph.last().map_or(0, |&(i, _, _)| i.id());
+
+        let mut last = Id::new(0);
 
-        for (s, d, l) in graph.into_iter() {
+        for ((s, d), l) in graph.into_iter() {
             while s > current {
                 offsets.push(offset);
                 current.increment();
@@ -243,11 +250,14 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
             }
 
             offset += 1;
+
+            last = s;
         }
 
         offset = edges.len();
         offsets.push(offset);
 
+        let last = last.id();
         if last < max_node_id.id() {
             for _ in 0..max_node_id.id() - last {
                 offsets.push(offset);
@@ -257,18 +267,20 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
         EdgeVec::from_raw(offsets, edges, labels)
     }
 
-    fn get_in_edge_vec(mut graph: Vec<(Id, Id)>, max_node_id: Id) -> EdgeVec<Id, L> {
+    fn get_in_edge_vec(graph: BTreeSet<(Id, Id)>, max_node_id: Id) -> EdgeVec<Id, L> {
         let mut offsets = Vec::new();
         let mut edges = Vec::new();
 
         let mut offset = 0usize;
         offsets.push(offset);
 
-        graph.sort_unstable();
-        graph.dedup();
+        //        graph.sort_unstable();
+        //        graph.dedup();
 
         let mut current = Id::new(0);
-        let last = graph.last().map_or(0, |&(i, _)| i.id());
+        //        let last = graph.last().map_or(0, |&(i, _)| i.id());
+
+        let mut last = Id::new(0);
 
         for (s, d) in graph.into_iter() {
             while s > current {
@@ -278,11 +290,14 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
 
             edges.push(d);
             offset += 1;
+
+            last = s;
         }
 
         offset = edges.len();
         offsets.push(offset);
 
+        let last = last.id();
         if last < max_node_id.id() {
             for _ in 0..max_node_id.id() - last {
                 offsets.push(offset);
@@ -334,7 +349,7 @@ mod tests {
         g.add_in_edge(1, 0);
         g.add_edge(0, 3, Some("(0,3)"));
 
-        assert_eq!(g.node_count(), 3);
+        assert_eq!(g.node_count(), 2);
         assert_eq!(g.edge_count(), 2);
 
         let di_graph = g.clone().into_static::<Directed>();

From 29c80192854220ca725190bb46431b6198cbe4b6 Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Mon, 11 Mar 2019 01:40:00 +1100
Subject: [PATCH 109/391] remove assertion in EdgeVec

---
 src/graph_impl/static_graph/edge_vec.rs | 12 +++++++++---
 1 file changed, 9 insertions(+), 3 deletions(-)

diff --git a/src/graph_impl/static_graph/edge_vec.rs b/src/graph_impl/static_graph/edge_vec.rs
index e49d960a..8f6c0259 100644
--- a/src/graph_impl/static_graph/edge_vec.rs
+++ b/src/graph_impl/static_graph/edge_vec.rs
@@ -57,7 +57,10 @@ pub trait EdgeVecTrait<Id: IdType, L: IdType> {
 
     #[inline]
     fn neighbors(&self, node: Id) -> &[Id] {
-        assert!(self.has_node(node));
+        if !self.has_node(node) {
+            warn!("Node {:?} does not exist", node);
+            return &[];
+        }
         let start = self.get_offsets()[node.id()].id();
         let end = self.get_offsets()[node.id() + 1].id();
 
@@ -66,7 +69,10 @@ pub trait EdgeVecTrait<Id: IdType, L: IdType> {
 
     #[inline]
     fn degree(&self, node: Id) -> usize {
-        assert!(self.has_node(node));
+        if !self.has_node(node) {
+            warn!("Node {:?} does not exist", node);
+            return 0;
+        }
         let start = self.get_offsets()[node.id()].id();
         let end = self.get_offsets()[node.id() + 1].id();
 
@@ -236,7 +242,7 @@ impl<Id: IdType, L: IdType> Add for EdgeVec<Id, L> {
             return larger;
         }
 
-        let len = smaller.edges.len() + larger.edges.len();
+        //        let len = smaller.edges.len() + larger.edges.len();
         let s_num_nodes = smaller.offsets.len() - 1;
         let num_nodes = larger.offsets.len() - 1;
 

From 3fe45164c1ab658a6a9ff1572ee083baf780bdf3 Mon Sep 17 00:00:00 2001
From: Zhengyi <zhengyi.yang@outlook.com>
Date: Mon, 11 Mar 2019 13:23:40 +1100
Subject: [PATCH 110/391] replace warn with error

---
 src/graph_impl/static_graph/edge_vec.rs | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/graph_impl/static_graph/edge_vec.rs b/src/graph_impl/static_graph/edge_vec.rs
index 8f6c0259..a99ce897 100644
--- a/src/graph_impl/static_graph/edge_vec.rs
+++ b/src/graph_impl/static_graph/edge_vec.rs
@@ -58,7 +58,7 @@ pub trait EdgeVecTrait<Id: IdType, L: IdType> {
     #[inline]
     fn neighbors(&self, node: Id) -> &[Id] {
         if !self.has_node(node) {
-            warn!("Node {:?} does not exist", node);
+            error!("Node {:?} does not exist", node);
             return &[];
         }
         let start = self.get_offsets()[node.id()].id();
@@ -70,7 +70,7 @@ pub trait EdgeVecTrait<Id: IdType, L: IdType> {
     #[inline]
     fn degree(&self, node: Id) -> usize {
         if !self.has_node(node) {
-            warn!("Node {:?} does not exist", node);
+            error!("Node {:?} does not exist", node);
             return 0;
         }
         let start = self.get_offsets()[node.id()].id();

From e7b8201a123c7fc1784863545e8145b4320426bc Mon Sep 17 00:00:00 2001
From: Zhengyi <zhengyi.yang@outlook.com>
Date: Wed, 13 Mar 2019 09:42:00 +1100
Subject: [PATCH 111/391] add back assertion in EdgeVec

---
 src/graph_impl/graph_vec/mod.rs         | 13 -------------
 src/graph_impl/static_graph/edge_vec.rs | 18 ++++++++++--------
 2 files changed, 10 insertions(+), 21 deletions(-)

diff --git a/src/graph_impl/graph_vec/mod.rs b/src/graph_impl/graph_vec/mod.rs
index e6c8aa3e..10326443 100644
--- a/src/graph_impl/graph_vec/mod.rs
+++ b/src/graph_impl/graph_vec/mod.rs
@@ -181,9 +181,6 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
         max_node_id: Id,
         has_node_label: bool,
     ) -> Option<Vec<L>> {
-        //        nodes.sort_unstable_by_key(|&(i, _)| i);
-        //        nodes.dedup_by_key(|&mut (i, _)| i);
-
         if !has_node_label {
             return None;
         }
@@ -230,11 +227,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
         let mut offset = 0usize;
         offsets.push(offset);
 
-        //        graph.sort_unstable_by_key(|&(s, d, _)| (s, d));
-        //        graph.dedup_by_key(|&mut (s, d, _)| (s, d));
-
         let mut current = Id::new(0);
-        //        let last = graph.last().map_or(0, |&(i, _, _)| i.id());
 
         let mut last = Id::new(0);
 
@@ -274,11 +267,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
         let mut offset = 0usize;
         offsets.push(offset);
 
-        //        graph.sort_unstable();
-        //        graph.dedup();
-
         let mut current = Id::new(0);
-        //        let last = graph.last().map_or(0, |&(i, _)| i.id());
 
         let mut last = Id::new(0);
 
@@ -325,7 +314,6 @@ mod tests {
         g.add_edge(0, 3, Some("(0,3)"));
 
         let un_graph = g.clone().into_static::<Undirected>();
-        //        println!("{:?}", un_graph);
 
         let un_graph_true = UnStaticGraph::<&str>::from_raw(
             4,
@@ -353,7 +341,6 @@ mod tests {
         assert_eq!(g.edge_count(), 2);
 
         let di_graph = g.clone().into_static::<Directed>();
-        //        println!("{:?}", di_graph);
 
         let di_graph_true = DiStaticGraph::<&str>::from_raw(
             4,
diff --git a/src/graph_impl/static_graph/edge_vec.rs b/src/graph_impl/static_graph/edge_vec.rs
index a99ce897..49896263 100644
--- a/src/graph_impl/static_graph/edge_vec.rs
+++ b/src/graph_impl/static_graph/edge_vec.rs
@@ -57,10 +57,11 @@ pub trait EdgeVecTrait<Id: IdType, L: IdType> {
 
     #[inline]
     fn neighbors(&self, node: Id) -> &[Id] {
-        if !self.has_node(node) {
-            error!("Node {:?} does not exist", node);
-            return &[];
-        }
+        assert!(self.has_node(node));
+        //        if !self.has_node(node) {
+        //            error!("Node {:?} does not exist", node);
+        //            return &[];
+        //        }
         let start = self.get_offsets()[node.id()].id();
         let end = self.get_offsets()[node.id() + 1].id();
 
@@ -69,10 +70,11 @@ pub trait EdgeVecTrait<Id: IdType, L: IdType> {
 
     #[inline]
     fn degree(&self, node: Id) -> usize {
-        if !self.has_node(node) {
-            error!("Node {:?} does not exist", node);
-            return 0;
-        }
+        assert!(self.has_node(node));
+        //        if !self.has_node(node) {
+        //            error!("Node {:?} does not exist", node);
+        //            return 0;
+        //        }
         let start = self.get_offsets()[node.id()].id();
         let end = self.get_offsets()[node.id() + 1].id();
 

From dccf87925ca87a12c9ffd2035a3ec08241f0bfff Mon Sep 17 00:00:00 2001
From: Zhengyi <zhengyi.yang@outlook.com>
Date: Wed, 13 Mar 2019 09:44:00 +1100
Subject: [PATCH 112/391] del main.rs

---
 src/main.rs | 21 ---------------------
 1 file changed, 21 deletions(-)
 delete mode 100644 src/main.rs

diff --git a/src/main.rs b/src/main.rs
deleted file mode 100644
index f2b20aa9..00000000
--- a/src/main.rs
+++ /dev/null
@@ -1,21 +0,0 @@
-extern crate rust_graph;
-
-use rust_graph::generic::MutNodeMapTrait;
-use rust_graph::prelude::*;
-use rust_graph::*;
-
-fn main() {
-    let mut g = UnGraphMap::<&str>::new();
-
-    g.add_node(1, Some("node_1"));
-    g.add_node(3, Some("node_3"));
-
-    g.get_node_mut(1).unwrap().add_edge(4, None);
-    g.get_node_mut(3).unwrap().add_edge(6, None);
-
-    g.refine_edge_count();
-
-    let sg = g.into_static();
-
-    println!("{:?}", sg);
-}

From 562ccef12bcf387451ebd1c297edeaa03ca10f6d Mon Sep 17 00:00:00 2001
From: Kongzhang Hao <haokongzhang@gmail.com>
Date: Thu, 14 Mar 2019 21:30:46 +1100
Subject: [PATCH 113/391] Changed the return value of cypher parser

---
 src/main.rs                     |  20 -----
 src/property/property_parser.rs | 134 +++++++++++++++++++++++++++-----
 tests/cypher_tree/4.txt         |  22 ++++++
 tests/cypher_tree/5.txt         |  26 +++++++
 tests/cypher_tree/6.txt         |  30 +++++++
 tests/property_parser.rs        | 123 +++++++++++++++++++++--------
 6 files changed, 283 insertions(+), 72 deletions(-)
 create mode 100644 tests/cypher_tree/4.txt
 create mode 100644 tests/cypher_tree/5.txt
 create mode 100644 tests/cypher_tree/6.txt

diff --git a/src/main.rs b/src/main.rs
index 98f0cb49..cad4763b 100644
--- a/src/main.rs
+++ b/src/main.rs
@@ -43,8 +43,6 @@ use std::io::BufReader;
 
 
 fn main() {
-    cypher_parser_test();
-
 
 
     //    let g = UnGraphMap::<Void>::new();
@@ -106,24 +104,6 @@ fn lines_from_file(filename: impl AsRef<Path>) -> Vec<String> {
         .collect()
 }
 
-fn cypher_parser_test() {
-    // Match (a:A)-[b:B]-(c:C) WHERE (a.name CONTAINS "hello") AND (a.age + 5.5 > 10) RETURN a
-
-    let result = lines_from_file("/Users/hao/RustProject/rust_graph_lib/src/cypher_tree.txt");
-    let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
-    let exp = parse_property(cypher_tree);
-
-    let property_graph = create_sled_property();
-    let mut node_cache = HashNodeCache::new();
-    let mut property_filter = NodeFilter::from_cache(exp.as_ref(), &mut node_cache);
-    let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
-    property_filter.pre_fetch(&vec, &property_graph);
-
-    let result: Vec<u32> = vec.into_iter().filter(|x| property_filter.filter(*x)).collect();
-    println!("{:?}", result);
-
-}
-
 
 fn sled_num_compare_expression() {
     // Match (a:A)-[b:B]-(c:C) WHERE a.name CONTAINS "hello" AND a.age + 5.5 > 10 RETURN a
diff --git a/src/property/property_parser.rs b/src/property/property_parser.rs
index 8b052f92..e9b79fc8 100644
--- a/src/property/property_parser.rs
+++ b/src/property/property_parser.rs
@@ -22,10 +22,13 @@ use json::JsonValue;
 use json::number::Number;
 use property::filter::{Expression, Var, PredicateExpression, ArithmeticExpression, Const, PredicateOperator, ArithmeticOperator};
 use regex::Regex;
+use std::collections::HashMap;
 
-pub fn parse_property(cypher_tree: Vec<&str>) -> Box<Expression> {
+pub fn parse_property(cypher_tree: Vec<&str>) -> HashMap<String, Box<Expression>> {
     let mut root: usize = 0;
     let mut count: usize = 0;
+    let mut result = HashMap::new();
+
     for i in cypher_tree.clone() {
         if i.contains("> binary operator") || i.contains("> comparison") {
             root = count;
@@ -34,32 +37,109 @@ pub fn parse_property(cypher_tree: Vec<&str>) -> Box<Expression> {
         count += 1;
     }
 
-    recursive_parser(&cypher_tree, root)
+    let var_list = get_all_vars(&cypher_tree);
+
+    for var in var_list {
+        result.insert(var.clone(), recursive_parser(&cypher_tree, root, var.as_str()));
+        break;
+    }
+
+    result
+}
+
+
+fn get_all_vars(cypher_tree: &Vec<&str>) -> Vec<String> {
+    let mut result: Vec<String> = Vec::new();
+
+    for line in cypher_tree {
+        let re = Regex::new(r"> identifier\s+`(?P<var_name>\w+)`").unwrap();
+        if let Some(caps) = re.captures(line) {
+            let var_name = &caps["var_name"];
+            if result.contains(&var_name.to_owned()) {
+                continue;
+            }
+            result.push(var_name.to_owned());
+        }
+    }
+
+    result
+}
+
+fn is_other_var(cypher_tree: &Vec<&str>, index: usize, var: &str) -> bool {
+    let mut result = true;
+    let syntax: &str = cypher_tree[index];
+
+    let re = Regex::new(r">.+\s+@(?P<left_index>\w+) (?P<operator>\S+) @(?P<right_index>\w+)").unwrap();
+    if let Some(caps) = re.captures(syntax) {
+
+        let left_index: usize = *(&caps["left_index"].parse::<usize>().unwrap());
+        let right_index: usize = *(&caps["right_index"].parse::<usize>().unwrap());
+
+        let l_result = is_other_var(cypher_tree, left_index, var);
+        let r_result = is_other_var(cypher_tree, right_index, var);
+        let operator_name = &caps["operator"];
+
+
+        if vec!["AND", "OR"].contains(&operator_name) {
+            return l_result && r_result;
+        } else if l_result || r_result {
+            return true;
+        } else {
+            return false;
+        }
+    }
+
+    let re = Regex::new(r"> property\s+@(?P<var_index>\w+)\.@(?P<attribute_index>\w+)").unwrap();
+    if let Some(caps) = re.captures(syntax) {
+
+        let name = get_var_name(cypher_tree, index);
+
+        if var == name.as_str() {
+            return false;
+        } else {
+            return true;
+        }
+    }
+
+    let re = Regex::new(r"> (?P<type_name>\w+)\W+?(?P<value>[\w.]+)").unwrap();
+    if let Some(caps) = re.captures(syntax) {
+
+        let type_name = &caps["type_name"];
+        let value = &caps["value"];
+
+        return false;
+    }
+
+    panic!("Invalid cypher tree");
+    return true;
 }
 
 
-fn recursive_parser(cypher_tree: &Vec<&str>, index: usize) -> Box<Expression> {
-    if let Some(result) = match_val(cypher_tree, index) {
-        result
-    } else if let Some(result) = match_var(cypher_tree, index) {
-        result
-    } else if let Some(result) = match_operator(cypher_tree, index) {
-        result
+fn recursive_parser(cypher_tree: &Vec<&str>, index: usize, var: &str) -> Box<Expression> {
+    if is_other_var(cypher_tree, index, var) {
+        Box::new(Const::new(JsonValue::Boolean(true)))
     } else {
-        println!("Invalid: {:?}", cypher_tree[index]);
-        panic!("Invalid cypher tree");
+        if let Some(result) = match_val(cypher_tree, index, var) {
+            return result;
+        } else if let Some(result) = match_var(cypher_tree, index, var) {
+            return result;
+        } else if let Some(result) = match_operator(cypher_tree, index, var) {
+            return result;
+        } else {
+            println!("Invalid: {:?}", cypher_tree[index]);
+            panic!("Invalid cypher tree");
+        }
     }
 }
 
 
-fn match_operator(cypher_tree: &Vec<&str>, index: usize) -> Option<Box<Expression>> {
+fn match_operator(cypher_tree: &Vec<&str>, index: usize, var: &str) -> Option<Box<Expression>> {
     let syntax: &str = cypher_tree[index];
     let re = Regex::new(r">.+\s+@(?P<left_index>\w+) (?P<operator>\S+) @(?P<right_index>\w+)").unwrap();
     if let Some(caps) = re.captures(syntax) {
         let left_index: usize = *(&caps["left_index"].parse::<usize>().unwrap());
         let right_index: usize = *(&caps["right_index"].parse::<usize>().unwrap());
         let operator_name = &caps["operator"];
-//        println!("Operator: {:?}", operator_name);
 
         if vec!["AND", "OR", "<", "<=", ">", ">=", "=", "<>", "CONTAINS", ].contains(&operator_name) {
             let operator = match &caps["operator"] {
@@ -74,7 +154,7 @@ fn match_operator(cypher_tree: &Vec<&str>, index: usize) -> Option<Box<Expressio
                 "CONTAINS" => PredicateOperator::Contains,
                 _ => panic!("Unknown predicate operator")
             };
-            Some(Box::new(PredicateExpression::new(recursive_parser(cypher_tree, left_index), recursive_parser(cypher_tree, right_index), operator)))
+            Some(Box::new(PredicateExpression::new(recursive_parser(cypher_tree, left_index, var), recursive_parser(cypher_tree, right_index, var), operator)))
         } else {
             let operator = match &caps["operator"] {
                 "+" => ArithmeticOperator::Add,
@@ -85,20 +165,19 @@ fn match_operator(cypher_tree: &Vec<&str>, index: usize) -> Option<Box<Expressio
                 "^" => ArithmeticOperator::Power,
                 _ => panic!("Unknown predicate operator")
             };
-            Some(Box::new(ArithmeticExpression::new(recursive_parser(cypher_tree, left_index), recursive_parser(cypher_tree, right_index), operator)))
+            Some(Box::new(ArithmeticExpression::new(recursive_parser(cypher_tree, left_index, var), recursive_parser(cypher_tree, right_index, var), operator)))
         }
     } else {
         None
     }
 }
 
-fn match_val(cypher_tree: &Vec<&str>, index: usize) -> Option<Box<Expression>> {
+fn match_val(cypher_tree: &Vec<&str>, index: usize, var: &str) -> Option<Box<Expression>> {
     let syntax: &str = cypher_tree[index];
     let re = Regex::new(r"> (?P<type_name>\w+)\W+?(?P<value>[\w.]+)").unwrap();
     if let Some(caps) = re.captures(syntax) {
         let type_name = &caps["type_name"];
         let value = &caps["value"];
-//        println!("Value: {:?} {:?}", value, index);
 
         if type_name == "integer" {
             Some(Box::new(Const::new(JsonValue::Number(Number::from(value.parse::<i32>().unwrap())))))
@@ -114,7 +193,7 @@ fn match_val(cypher_tree: &Vec<&str>, index: usize) -> Option<Box<Expression>> {
     }
 }
 
-fn match_var(cypher_tree: &Vec<&str>, index: usize) -> Option<Box<Expression>> {
+fn match_var(cypher_tree: &Vec<&str>, index: usize, var: &str) -> Option<Box<Expression>> {
     let syntax: &str = cypher_tree[index];
     let re = Regex::new(r"> property\s+@(?P<var_index>\w+)\.@(?P<attribute_index>\w+)").unwrap();
     if let Some(caps) = re.captures(syntax) {
@@ -125,7 +204,6 @@ fn match_var(cypher_tree: &Vec<&str>, index: usize) -> Option<Box<Expression>> {
 
         if let Some(caps) = re.captures(attribute_line) {
             let attribute_name = &caps["attribute_name"];
-//            println!("Attribute: {:?}", attribute_name);
             Some(Box::new(Var::new(attribute_name.to_string())))
         } else {
             None
@@ -133,4 +211,22 @@ fn match_var(cypher_tree: &Vec<&str>, index: usize) -> Option<Box<Expression>> {
     } else {
         None
     }
+}
+
+fn get_var_name(cypher_tree: &Vec<&str>, index: usize) -> String {
+    let syntax: &str = cypher_tree[index];
+    let re = Regex::new(r"> property\s+@(?P<var_index>\w+)\.@(?P<attribute_index>\w+)").unwrap();
+    if let Some(caps) = re.captures(syntax) {
+        let var_index: usize = *(&caps["var_index"].parse::<usize>().unwrap());
+        let var_line = cypher_tree[var_index];
+        let re = Regex::new(r"> identifier\s+`(?P<var_name>\w+)`").unwrap();
+        if let Some(caps) = re.captures(var_line) {
+            let var_name = &caps["var_name"];
+            var_name.to_owned()
+        } else {
+            "".to_owned()
+        }
+    } else {
+        "".to_owned()
+    }
 }
\ No newline at end of file
diff --git a/tests/cypher_tree/4.txt b/tests/cypher_tree/4.txt
new file mode 100644
index 00000000..86e86502
--- /dev/null
+++ b/tests/cypher_tree/4.txt
@@ -0,0 +1,22 @@
+ @0   0..49  statement               body=@1
+ @1   0..49  > query                 clauses=[@2]
+ @2   0..48  > > MATCH               pattern=@3, where=@11
+ @3   6..17  > > > pattern           paths=[@4]
+ @4   6..17  > > > > pattern path    (@5)-[@7]-(@9)
+ @5   6..9   > > > > > node pattern  (@6)
+ @6   7..8   > > > > > > identifier  `a`
+ @7   9..14  > > > > > rel pattern   -[@8]-
+ @8  11..12  > > > > > > identifier  `b`
+ @9  14..17  > > > > > node pattern  (@10)
+@10  15..16  > > > > > > identifier  `c`
+@11  24..48  > > > binary operator   @12 AND @17
+@12  24..35  > > > > comparison      @13 > @16
+@13  24..30  > > > > > property      @14.@15
+@14  24..25  > > > > > > identifier  `a`
+@15  26..29  > > > > > > prop name   `age`
+@16  32..34  > > > > > integer       10
+@17  39..48  > > > > comparison      @18 < @21
+@18  39..45  > > > > > property      @19.@20
+@19  39..40  > > > > > > identifier  `b`
+@20  41..44  > > > > > > prop name   `age`
+@21  47..48  > > > > > integer       5
\ No newline at end of file
diff --git a/tests/cypher_tree/5.txt b/tests/cypher_tree/5.txt
new file mode 100644
index 00000000..57a0ad14
--- /dev/null
+++ b/tests/cypher_tree/5.txt
@@ -0,0 +1,26 @@
+ @0   0..57  statement                  body=@1
+ @1   0..57  > query                    clauses=[@2]
+ @2   0..56  > > MATCH                  pattern=@3, where=@11
+ @3   6..17  > > > pattern              paths=[@4]
+ @4   6..17  > > > > pattern path       (@5)-[@7]-(@9)
+ @5   6..9   > > > > > node pattern     (@6)
+ @6   7..8   > > > > > > identifier     `a`
+ @7   9..14  > > > > > rel pattern      -[@8]-
+ @8  11..12  > > > > > > identifier     `b`
+ @9  14..17  > > > > > node pattern     (@10)
+@10  15..16  > > > > > > identifier     `c`
+@11  24..56  > > > binary operator      @12 AND @17
+@12  24..35  > > > > comparison         @13 > @16
+@13  24..30  > > > > > property         @14.@15
+@14  24..25  > > > > > > identifier     `a`
+@15  26..29  > > > > > > prop name      `age`
+@16  32..34  > > > > > integer          10
+@17  39..56  > > > > comparison         @18 < @23
+@18  39..49  > > > > > binary operator  @19 + @22
+@19  39..45  > > > > > > property       @20.@21
+@20  39..40  > > > > > > > identifier   `b`
+@21  41..44  > > > > > > > prop name    `age`
+@22  47..48  > > > > > > integer        5
+@23  51..56  > > > > > property         @24.@25
+@24  51..52  > > > > > > identifier     `a`
+@25  53..56  > > > > > > prop name      `age`
\ No newline at end of file
diff --git a/tests/cypher_tree/6.txt b/tests/cypher_tree/6.txt
new file mode 100644
index 00000000..1c987a88
--- /dev/null
+++ b/tests/cypher_tree/6.txt
@@ -0,0 +1,30 @@
+ @0   0..64  statement                  body=@1
+ @1   0..64  > query                    clauses=[@2]
+ @2   0..63  > > MATCH                  pattern=@3, where=@11
+ @3   6..17  > > > pattern              paths=[@4]
+ @4   6..17  > > > > pattern path       (@5)-[@7]-(@9)
+ @5   6..9   > > > > > node pattern     (@6)
+ @6   7..8   > > > > > > identifier     `a`
+ @7   9..14  > > > > > rel pattern      -[@8]-
+ @8  11..12  > > > > > > identifier     `b`
+ @9  14..17  > > > > > node pattern     (@10)
+@10  15..16  > > > > > > identifier     `c`
+@11  24..63  > > > binary operator      @12 OR @21
+@12  24..43  > > > > comparison         @13 > @20
+@13  24..38  > > > > > binary operator  @14 + @17
+@14  24..30  > > > > > > property       @15.@16
+@15  24..25  > > > > > > > identifier   `a`
+@16  26..29  > > > > > > > prop name    `age`
+@17  32..38  > > > > > > property       @18.@19
+@18  32..33  > > > > > > > identifier   `b`
+@19  34..37  > > > > > > > prop name    `age`
+@20  40..42  > > > > > integer          10
+@21  46..63  > > > > comparison         @22 < @27
+@22  46..56  > > > > > binary operator  @23 + @26
+@23  46..52  > > > > > > property       @24.@25
+@24  46..47  > > > > > > > identifier   `b`
+@25  48..51  > > > > > > > prop name    `age`
+@26  54..55  > > > > > > integer        5
+@27  58..63  > > > > > property         @28.@29
+@28  58..59  > > > > > > identifier     `a`
+@29  60..63  > > > > > > prop name      `age`
diff --git a/tests/property_parser.rs b/tests/property_parser.rs
index cb526621..5f95fafb 100644
--- a/tests/property_parser.rs
+++ b/tests/property_parser.rs
@@ -41,81 +41,138 @@ use std::fs::File;
 use std::io::prelude::*;
 use std::io::BufReader;
 
-#[test]
-fn test_cypher_larger_than() {
-    // Match (a:A)-[b:B]-(c:C) WHERE a.age > 10 RETURN a
-
-    let result = lines_from_file("/Users/hao/RustProject/rust_graph_lib/tests/cypher_tree/0.txt");
-    let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
-    let exp = parse_property(cypher_tree);
-
-    let property_graph = create_sled_property();
-    let mut node_cache = HashNodeCache::new();
-    let mut property_filter = NodeFilter::from_cache(exp.as_ref(), &mut node_cache);
-    let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
-    property_filter.pre_fetch(&vec, &property_graph);
-
-    let result: Vec<u32> = vec.into_iter().filter(|x| property_filter.filter(*x)).collect();
-
-    assert_eq!(vec![0, 4], result);
-}
 
 #[test]
-fn test_cypher_number_addition() {
-    // Match (a:A)-[b:B]-(c:C) WHERE a.age + 5.5 > 10 RETURN a
+fn test_cypher_two_vars() {
+    // match (a)-[b]-(c) where a.age > 10 and b.age < 5;
 
-    let result = lines_from_file("/Users/hao/RustProject/rust_graph_lib/tests/cypher_tree/1.txt");
+    let result = lines_from_file("/Users/mengmeng/RustProject/rust_graph_lib/tests/cypher_tree/4.txt");
     let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_sled_property();
     let mut node_cache = HashNodeCache::new();
-    let mut property_filter = NodeFilter::from_cache(exp.as_ref(), &mut node_cache);
+    let mut property_filter = NodeFilter::from_cache(exp["a"].as_ref(), &mut node_cache);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_filter.pre_fetch(&vec, &property_graph);
 
     let result: Vec<u32> = vec.into_iter().filter(|x| property_filter.filter(*x)).collect();
 
-    assert_eq!(vec![0, 1, 3, 4], result);
+    assert_eq!(vec![0, 4], result);
 }
 
 #[test]
-fn test_cypher_string_contains() {
-    // Match (a:A)-[b:B]-(c:C) WHERE a.name CONTAINS "hello" RETURN a
+fn test_cypher_two_vars2() {
+    // match (a)-[b]-(c) where a.age > 10 and b.age + 5 < a.age;
 
-    let result = lines_from_file("/Users/hao/RustProject/rust_graph_lib/tests/cypher_tree/2.txt");
+    let result = lines_from_file("/Users/mengmeng/RustProject/rust_graph_lib/tests/cypher_tree/5.txt");
     let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_sled_property();
     let mut node_cache = HashNodeCache::new();
-    let mut property_filter = NodeFilter::from_cache(exp.as_ref(), &mut node_cache);
+    let mut property_filter = NodeFilter::from_cache(exp["a"].as_ref(), &mut node_cache);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_filter.pre_fetch(&vec, &property_graph);
 
     let result: Vec<u32> = vec.into_iter().filter(|x| property_filter.filter(*x)).collect();
 
-    assert_eq!(vec![0, 2, 3, 4, 5], result);
+    assert_eq!(vec![0, 4], result);
 }
 
 #[test]
-fn test_cypher_and_operator() {
-    // Match (a:A)-[b:B]-(c:C) WHERE a.name CONTAINS "hello" AND a.age + 5.5 > 10 RETURN a
+fn test_cypher_two_vars3() {
+    // match (a)-[b]-(c) where a.age + b.age > 10 or b.age + 5 < a.age;
 
-    let result = lines_from_file("/Users/hao/RustProject/rust_graph_lib/tests/cypher_tree/3.txt");
+    let result = lines_from_file("/Users/mengmeng/RustProject/rust_graph_lib/tests/cypher_tree/6.txt");
     let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_sled_property();
     let mut node_cache = HashNodeCache::new();
-    let mut property_filter = NodeFilter::from_cache(exp.as_ref(), &mut node_cache);
+    let mut property_filter = NodeFilter::from_cache(exp["a"].as_ref(), &mut node_cache);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_filter.pre_fetch(&vec, &property_graph);
 
     let result: Vec<u32> = vec.into_iter().filter(|x| property_filter.filter(*x)).collect();
 
-    assert_eq!(vec![0, 3, 4], result);
+    assert_eq!(vec![0, 1, 2, 3, 4 ,5], result);
 }
+//#[test]
+//fn test_cypher_larger_than() {
+//    // Match (a:A)-[b:B]-(c:C) WHERE a.age > 10 RETURN a
+//
+//    let result = lines_from_file("/Users/hao/RustProject/rust_graph_lib/tests/cypher_tree/0.txt");
+//    let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
+//    let exp = parse_property(cypher_tree);
+//
+//    let property_graph = create_sled_property();
+//    let mut node_cache = HashNodeCache::new();
+//    let mut property_filter = NodeFilter::from_cache(exp.as_ref(), &mut node_cache);
+//    let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
+//    property_filter.pre_fetch(&vec, &property_graph);
+//
+//    let result: Vec<u32> = vec.into_iter().filter(|x| property_filter.filter(*x)).collect();
+//
+//    assert_eq!(vec![0, 4], result);
+//}
+//
+//#[test]
+//fn test_cypher_number_addition() {
+//    // Match (a:A)-[b:B]-(c:C) WHERE a.age + 5.5 > 10 RETURN a
+//
+//    let result = lines_from_file("/Users/hao/RustProject/rust_graph_lib/tests/cypher_tree/1.txt");
+//    let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
+//    let exp = parse_property(cypher_tree);
+//
+//    let property_graph = create_sled_property();
+//    let mut node_cache = HashNodeCache::new();
+//    let mut property_filter = NodeFilter::from_cache(exp.as_ref(), &mut node_cache);
+//    let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
+//    property_filter.pre_fetch(&vec, &property_graph);
+//
+//    let result: Vec<u32> = vec.into_iter().filter(|x| property_filter.filter(*x)).collect();
+//
+//    assert_eq!(vec![0, 1, 3, 4], result);
+//}
+//
+//#[test]
+//fn test_cypher_string_contains() {
+//    // Match (a:A)-[b:B]-(c:C) WHERE a.name CONTAINS "hello" RETURN a
+//
+//    let result = lines_from_file("/Users/hao/RustProject/rust_graph_lib/tests/cypher_tree/2.txt");
+//    let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
+//    let exp = parse_property(cypher_tree);
+//
+//    let property_graph = create_sled_property();
+//    let mut node_cache = HashNodeCache::new();
+//    let mut property_filter = NodeFilter::from_cache(exp.as_ref(), &mut node_cache);
+//    let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
+//    property_filter.pre_fetch(&vec, &property_graph);
+//
+//    let result: Vec<u32> = vec.into_iter().filter(|x| property_filter.filter(*x)).collect();
+//
+//    assert_eq!(vec![0, 2, 3, 4, 5], result);
+//}
+//
+//#[test]
+//fn test_cypher_and_operator() {
+//    // Match (a:A)-[b:B]-(c:C) WHERE a.name CONTAINS "hello" AND a.age + 5.5 > 10 RETURN a
+//
+//    let result = lines_from_file("/Users/hao/RustProject/rust_graph_lib/tests/cypher_tree/3.txt");
+//    let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
+//    let exp = parse_property(cypher_tree);
+//
+//    let property_graph = create_sled_property();
+//    let mut node_cache = HashNodeCache::new();
+//    let mut property_filter = NodeFilter::from_cache(exp.as_ref(), &mut node_cache);
+//    let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
+//    property_filter.pre_fetch(&vec, &property_graph);
+//
+//    let result: Vec<u32> = vec.into_iter().filter(|x| property_filter.filter(*x)).collect();
+//
+//    assert_eq!(vec![0, 3, 4], result);
+//}
 
 
 

From 406923d958c502aabeec7fd7dbd0099721e362c4 Mon Sep 17 00:00:00 2001
From: Kongzhang Hao <haokongzhang@gmail.com>
Date: Thu, 14 Mar 2019 23:43:50 +1100
Subject: [PATCH 114/391] Added function parse property tree

---
 src/property/property_parser.rs | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/src/property/property_parser.rs b/src/property/property_parser.rs
index e9b79fc8..4773fd91 100644
--- a/src/property/property_parser.rs
+++ b/src/property/property_parser.rs
@@ -24,6 +24,11 @@ use property::filter::{Expression, Var, PredicateExpression, ArithmeticExpressio
 use regex::Regex;
 use std::collections::HashMap;
 
+pub fn parse_property_tree(cypher_tree: Vec<String>) -> HashMap<String, Box<Expression>> {
+    parse_property(cypher_tree.iter().map(|s| &**s).collect())
+}
+
+
 pub fn parse_property(cypher_tree: Vec<&str>) -> HashMap<String, Box<Expression>> {
     let mut root: usize = 0;
     let mut count: usize = 0;

From 105d8e095d87da7c86d475277a39547c35fcc43e Mon Sep 17 00:00:00 2001
From: Kongzhang Hao <haokongzhang@gmail.com>
Date: Fri, 15 Mar 2019 00:49:37 +1100
Subject: [PATCH 115/391] Added panic when cypher tree is empty

---
 src/property/property_parser.rs | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/src/property/property_parser.rs b/src/property/property_parser.rs
index 4773fd91..6875cec4 100644
--- a/src/property/property_parser.rs
+++ b/src/property/property_parser.rs
@@ -25,6 +25,9 @@ use regex::Regex;
 use std::collections::HashMap;
 
 pub fn parse_property_tree(cypher_tree: Vec<String>) -> HashMap<String, Box<Expression>> {
+    if cypher_tree.len() == 0 {
+        panic!("The given cypher tree is empty");
+    }
     parse_property(cypher_tree.iter().map(|s| &**s).collect())
 }
 

From 447ac4d4fbaaa8a49c6762b741e1ea6d992018ba Mon Sep 17 00:00:00 2001
From: Kongzhang Hao <haokongzhang@gmail.com>
Date: Fri, 15 Mar 2019 10:33:52 +1100
Subject: [PATCH 116/391] Added empty expression if no constraint on property

---
 src/property/property_parser.rs | 10 ++++++++--
 tests/cypher_tree/7.txt         | 11 +++++++++++
 tests/property_parser.rs        | 19 +++++++++++++++++++
 3 files changed, 38 insertions(+), 2 deletions(-)
 create mode 100644 tests/cypher_tree/7.txt

diff --git a/src/property/property_parser.rs b/src/property/property_parser.rs
index 6875cec4..de19f369 100644
--- a/src/property/property_parser.rs
+++ b/src/property/property_parser.rs
@@ -23,6 +23,7 @@ use json::number::Number;
 use property::filter::{Expression, Var, PredicateExpression, ArithmeticExpression, Const, PredicateOperator, ArithmeticOperator};
 use regex::Regex;
 use std::collections::HashMap;
+use property::filter::empty_expression;
 
 pub fn parse_property_tree(cypher_tree: Vec<String>) -> HashMap<String, Box<Expression>> {
     if cypher_tree.len() == 0 {
@@ -36,10 +37,12 @@ pub fn parse_property(cypher_tree: Vec<&str>) -> HashMap<String, Box<Expression>
     let mut root: usize = 0;
     let mut count: usize = 0;
     let mut result = HashMap::new();
+    let mut found = false;
 
     for i in cypher_tree.clone() {
         if i.contains("> binary operator") || i.contains("> comparison") {
             root = count;
+            found = true;
             break;
         }
         count += 1;
@@ -48,8 +51,11 @@ pub fn parse_property(cypher_tree: Vec<&str>) -> HashMap<String, Box<Expression>
     let var_list = get_all_vars(&cypher_tree);
 
     for var in var_list {
-        result.insert(var.clone(), recursive_parser(&cypher_tree, root, var.as_str()));
-        break;
+        if found {
+            result.insert(var.clone(), recursive_parser(&cypher_tree, root, var.as_str()));
+        } else {
+            result.insert(var.clone(), empty_expression());
+        }
     }
 
     result
diff --git a/tests/cypher_tree/7.txt b/tests/cypher_tree/7.txt
new file mode 100644
index 00000000..8f2fc37d
--- /dev/null
+++ b/tests/cypher_tree/7.txt
@@ -0,0 +1,11 @@
+ @0   0..64  statement                  body=@1
+ @1   0..64  > query                    clauses=[@2]
+ @2   0..63  > > MATCH                  pattern=@3, where=@11
+ @3   6..17  > > > pattern              paths=[@4]
+ @4   6..17  > > > > pattern path       (@5)-[@7]-(@9)
+ @5   6..9   > > > > > node pattern     (@6)
+ @6   7..8   > > > > > > identifier     `a`
+ @7   9..14  > > > > > rel pattern      -[@8]-
+ @8  11..12  > > > > > > identifier     `b`
+ @9  14..17  > > > > > node pattern     (@10)
+@10  15..16  > > > > > > identifier     `c`
\ No newline at end of file
diff --git a/tests/property_parser.rs b/tests/property_parser.rs
index 5f95fafb..638b3a2a 100644
--- a/tests/property_parser.rs
+++ b/tests/property_parser.rs
@@ -98,6 +98,25 @@ fn test_cypher_two_vars3() {
 
     assert_eq!(vec![0, 1, 2, 3, 4 ,5], result);
 }
+
+#[test]
+fn test_cypher_two_vars4() {
+    // match (a)-[b]-(c) ;
+
+    let result = lines_from_file("/Users/mengmeng/RustProject/rust_graph_lib/tests/cypher_tree/7.txt");
+    let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
+    let exp = parse_property(cypher_tree);
+
+    let property_graph = create_sled_property();
+    let mut node_cache = HashNodeCache::new();
+    let mut property_filter = NodeFilter::from_cache(exp["a"].as_ref(), &mut node_cache);
+    let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
+    property_filter.pre_fetch(&vec, &property_graph);
+
+    let result: Vec<u32> = vec.into_iter().filter(|x| property_filter.filter(*x)).collect();
+
+    assert_eq!(vec![0, 1, 2, 3, 4 ,5], result);
+}
 //#[test]
 //fn test_cypher_larger_than() {
 //    // Match (a:A)-[b:B]-(c:C) WHERE a.age > 10 RETURN a

From 69cbca060f64c90e05939ec730f2b02e84e2ce5f Mon Sep 17 00:00:00 2001
From: Kongzhang Hao <haokongzhang@gmail.com>
Date: Mon, 18 Mar 2019 00:11:40 +1100
Subject: [PATCH 117/391] When no node/edge found, return null

---
 src/property/filter/edge_property_filter.rs | 2 ++
 src/property/filter/node_property_filter.rs | 2 ++
 2 files changed, 4 insertions(+)

diff --git a/src/property/filter/edge_property_filter.rs b/src/property/filter/edge_property_filter.rs
index 6a659dc1..8231a59a 100644
--- a/src/property/filter/edge_property_filter.rs
+++ b/src/property/filter/edge_property_filter.rs
@@ -57,6 +57,8 @@ impl<'a, Id: IdType> EdgeFilter<'a, Id> {
         for id in ids {
             if let Some(result) = property_graph.get_edge_property_all(id.0, id.1)? {
                 self.edge_property_cache.set(id.0, id.1, result);
+            } else {
+                self.edge_property_cache.set(id.0, id.1, json::JsonValue::Null);
             }
         }
         Ok(())
diff --git a/src/property/filter/node_property_filter.rs b/src/property/filter/node_property_filter.rs
index da808c2e..b13d06ce 100644
--- a/src/property/filter/node_property_filter.rs
+++ b/src/property/filter/node_property_filter.rs
@@ -56,6 +56,8 @@ impl<'a, Id: IdType> NodeFilter<'a, Id> {
         for id in ids {
             if let Some(result) = property_graph.get_node_property_all(id.clone())? {
                 self.node_property_cache.set(id.clone(), result);
+            } else {
+                self.node_property_cache.set(id.clone(), json::JsonValue::Null);
             }
         }
         Ok(())

From 6a6cc5a41c1533aba4fb6c2519770a2b0e9d57e1 Mon Sep 17 00:00:00 2001
From: Zhengyi <zhengyi.yang@outlook.com>
Date: Fri, 22 Mar 2019 14:59:55 +1100
Subject: [PATCH 118/391] remove assertion in neighbors() and degree()

---
 src/graph_impl/static_graph/edge_vec.rs | 20 ++++++++++----------
 1 file changed, 10 insertions(+), 10 deletions(-)

diff --git a/src/graph_impl/static_graph/edge_vec.rs b/src/graph_impl/static_graph/edge_vec.rs
index 49896263..4464dbaa 100644
--- a/src/graph_impl/static_graph/edge_vec.rs
+++ b/src/graph_impl/static_graph/edge_vec.rs
@@ -57,11 +57,11 @@ pub trait EdgeVecTrait<Id: IdType, L: IdType> {
 
     #[inline]
     fn neighbors(&self, node: Id) -> &[Id] {
-        assert!(self.has_node(node));
-        //        if !self.has_node(node) {
-        //            error!("Node {:?} does not exist", node);
-        //            return &[];
-        //        }
+        //        assert!(self.has_node(node));
+        if !self.has_node(node) {
+            error!("Node {:?} does not exist", node);
+            return &[];
+        }
         let start = self.get_offsets()[node.id()].id();
         let end = self.get_offsets()[node.id() + 1].id();
 
@@ -70,11 +70,11 @@ pub trait EdgeVecTrait<Id: IdType, L: IdType> {
 
     #[inline]
     fn degree(&self, node: Id) -> usize {
-        assert!(self.has_node(node));
-        //        if !self.has_node(node) {
-        //            error!("Node {:?} does not exist", node);
-        //            return 0;
-        //        }
+        //        assert!(self.has_node(node));
+        if !self.has_node(node) {
+            error!("Node {:?} does not exist", node);
+            return 0;
+        }
         let start = self.get_offsets()[node.id()].id();
         let end = self.get_offsets()[node.id() + 1].id();
 

From e881ac1a81f9a5402ef0f006b96cb14aeffd0f9d Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Mon, 25 Mar 2019 17:30:44 +1100
Subject: [PATCH 119/391] use hashbrown::HashMap and FxHash

---
 Cargo.toml                        |  3 ++-
 src/graph_impl/graph_map/graph.rs | 14 +++++++-------
 src/lib.rs                        |  3 ++-
 src/map/set_map.rs                | 19 ++++++++++---------
 src/map/vec_map.rs                | 10 +++++-----
 5 files changed, 26 insertions(+), 23 deletions(-)

diff --git a/Cargo.toml b/Cargo.toml
index 69b3c494..a382a8e8 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -21,8 +21,9 @@ log = "0.4"
 csv = "1"
 counter = "0.4.3"
 regex = {version = "1", optional = true }
-fnv = "1.0.6"
+hashbrown = { version = "0.1.8",features = ["serde"] }
 fixedbitset = "0.1.9"
+fxhash = "0.2.1"
 
 
 [dev-dependencies]
diff --git a/src/graph_impl/graph_map/graph.rs b/src/graph_impl/graph_map/graph.rs
index 3a73a6aa..270dca1e 100644
--- a/src/graph_impl/graph_map/graph.rs
+++ b/src/graph_impl/graph_map/graph.rs
@@ -19,12 +19,12 @@
  * under the License.
  */
 use std::borrow::Cow;
-use std::collections::{BTreeMap, BTreeSet, HashMap};
+use std::collections::{BTreeMap, BTreeSet};
 use std::hash::{Hash, Hasher};
 use std::marker::PhantomData;
 use std::mem;
 
-use fnv::{FnvBuildHasher, FnvHashMap};
+use hashbrown::HashMap;
 use itertools::Itertools;
 use serde;
 
@@ -73,7 +73,7 @@ pub fn new_general_graphmap<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq +
 #[derive(Debug, Clone, Serialize, Deserialize)]
 pub struct TypedGraphMap<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType = Id> {
     /// A map <node_id:node>.
-    node_map: FnvHashMap<Id, NodeMap<Id, L>>,
+    node_map: HashMap<Id, NodeMap<Id, L>>,
     /// Num of edges.
     num_of_edges: usize,
     /// A map of node labels.
@@ -167,7 +167,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
     /// Constructs a new graph.
     pub fn new() -> Self {
         TypedGraphMap {
-            node_map: FnvHashMap::<Id, NodeMap<Id, L>>::default(),
+            node_map: HashMap::<Id, NodeMap<Id, L>>::new(),
             num_of_edges: 0,
             node_label_map: SetMap::new(),
             edge_label_map: SetMap::new(),
@@ -178,7 +178,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
 
     pub fn with_capacity(nodes: usize, node_labels: usize, edge_labels: usize) -> Self {
         TypedGraphMap {
-            node_map: HashMap::with_capacity_and_hasher(nodes, FnvBuildHasher::default()),
+            node_map: HashMap::with_capacity(nodes),
             num_of_edges: 0,
             node_label_map: SetMap::with_capacity(node_labels),
             edge_label_map: SetMap::with_capacity(edge_labels),
@@ -214,7 +214,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
     /// ```
     pub fn with_label_map(node_label_map: SetMap<NL>, edge_label_map: SetMap<EL>) -> Self {
         TypedGraphMap {
-            node_map: FnvHashMap::default(),
+            node_map: HashMap::new(),
             num_of_edges: 0,
             node_label_map,
             edge_label_map,
@@ -748,7 +748,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
 
         let num_of_edges = self.edge_count();
 
-        let mut new_node_map = FnvHashMap::default();
+        let mut new_node_map = HashMap::new();
 
         for (_, node) in self.node_map {
             let new_node_id = if let Some(ref map) = node_id_map {
diff --git a/src/lib.rs b/src/lib.rs
index 2f73abb0..15741441 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -22,11 +22,12 @@ extern crate bincode;
 extern crate counter;
 extern crate csv;
 extern crate fixedbitset;
-extern crate fnv;
+extern crate hashbrown;
 extern crate indexmap;
 extern crate itertools;
 extern crate rand;
 extern crate serde;
+extern crate fxhash;
 
 #[macro_use]
 extern crate log;
diff --git a/src/map/set_map.rs b/src/map/set_map.rs
index 7ea6271d..2090965d 100644
--- a/src/map/set_map.rs
+++ b/src/map/set_map.rs
@@ -21,6 +21,7 @@
 use std::hash::{Hash, Hasher};
 use std::iter::FromIterator;
 
+use fxhash::FxBuildHasher;
 use indexmap::IndexSet;
 use serde;
 
@@ -28,10 +29,12 @@ use generic::{Iter, MapTrait, MutMapTrait};
 use io::serde::{Deserialize, Serialize};
 use map::VecMap;
 
+type FxIndexSet<T> = IndexSet<T, FxBuildHasher>;
+
 /// More efficient but less compact.
 #[derive(Debug, PartialEq, Eq, Clone, Serialize, Deserialize)]
 pub struct SetMap<L: Hash + Eq> {
-    labels: IndexSet<L>,
+    labels: FxIndexSet<L>,
 }
 
 impl<L: Hash + Eq> Serialize for SetMap<L> where L: serde::Serialize {}
@@ -41,24 +44,22 @@ impl<L: Hash + Eq> Deserialize for SetMap<L> where L: for<'de> serde::Deserializ
 impl<L: Hash + Eq> SetMap<L> {
     pub fn new() -> Self {
         SetMap {
-            labels: IndexSet::<L>::new(),
+            labels: FxIndexSet::<L>::default(),
         }
     }
 
     pub fn with_capacity(capacity: usize) -> Self {
         SetMap {
-            labels: IndexSet::<L>::with_capacity(capacity),
+            labels: FxIndexSet::<L>::with_capacity_and_hasher(capacity,FxBuildHasher::default()),
         }
     }
 
-    pub fn with_data(data: IndexSet<L>) -> Self {
-        SetMap { labels: data }
-    }
-
     pub fn from_vec(vec: Vec<L>) -> Self {
-        let indexset: IndexSet<_> = vec.into_iter().collect();
+        let labels: FxIndexSet<_> = vec.into_iter().collect();
 
-        SetMap::with_data(indexset)
+        SetMap{
+            labels
+        }
     }
 
     pub fn clear(&mut self) {
diff --git a/src/map/vec_map.rs b/src/map/vec_map.rs
index 305d9fc5..37f13a2a 100644
--- a/src/map/vec_map.rs
+++ b/src/map/vec_map.rs
@@ -50,7 +50,7 @@ impl<L> VecMap<L> {
         }
     }
 
-    pub fn with_data(labels: Vec<L>) -> Self {
+    pub fn from_vec(labels: Vec<L>) -> Self {
         VecMap { labels }
     }
 
@@ -146,13 +146,13 @@ impl<L: Eq> FromIterator<L> for VecMap<L> {
 
 impl<L: Eq> From<Vec<L>> for VecMap<L> {
     fn from(vec: Vec<L>) -> Self {
-        VecMap::with_data(vec)
+        VecMap::from_vec(vec)
     }
 }
 
 impl<'a, L: Eq + Clone> From<&'a Vec<L>> for VecMap<L> {
     fn from(vec: &'a Vec<L>) -> Self {
-        VecMap::with_data(vec.clone())
+        VecMap::from_vec(vec.clone())
     }
 }
 
@@ -160,7 +160,7 @@ impl<L: Hash + Eq> From<SetMap<L>> for VecMap<L> {
     fn from(set_map: SetMap<L>) -> Self {
         let data = set_map.items_vec();
 
-        VecMap::with_data(data)
+        VecMap::from_vec(data)
     }
 }
 
@@ -168,7 +168,7 @@ impl<'a, L: Hash + Eq + Clone> From<&'a SetMap<L>> for VecMap<L> {
     fn from(set_map: &'a SetMap<L>) -> Self {
         let data = set_map.clone().items_vec();
 
-        VecMap::with_data(data)
+        VecMap::from_vec(data)
     }
 }
 

From 6e899c7028eb5d87dd3cd48e79cea3fc263764cb Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Mon, 25 Mar 2019 17:35:32 +1100
Subject: [PATCH 120/391] Revert "use hashbrown::HashMap and FxHash"

This reverts commit e881ac1a81f9a5402ef0f006b96cb14aeffd0f9d.
---
 Cargo.toml                        |  3 +--
 src/graph_impl/graph_map/graph.rs | 14 +++++++-------
 src/lib.rs                        |  3 +--
 src/map/set_map.rs                | 19 +++++++++----------
 src/map/vec_map.rs                | 10 +++++-----
 5 files changed, 23 insertions(+), 26 deletions(-)

diff --git a/Cargo.toml b/Cargo.toml
index a382a8e8..69b3c494 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -21,9 +21,8 @@ log = "0.4"
 csv = "1"
 counter = "0.4.3"
 regex = {version = "1", optional = true }
-hashbrown = { version = "0.1.8",features = ["serde"] }
+fnv = "1.0.6"
 fixedbitset = "0.1.9"
-fxhash = "0.2.1"
 
 
 [dev-dependencies]
diff --git a/src/graph_impl/graph_map/graph.rs b/src/graph_impl/graph_map/graph.rs
index 270dca1e..3a73a6aa 100644
--- a/src/graph_impl/graph_map/graph.rs
+++ b/src/graph_impl/graph_map/graph.rs
@@ -19,12 +19,12 @@
  * under the License.
  */
 use std::borrow::Cow;
-use std::collections::{BTreeMap, BTreeSet};
+use std::collections::{BTreeMap, BTreeSet, HashMap};
 use std::hash::{Hash, Hasher};
 use std::marker::PhantomData;
 use std::mem;
 
-use hashbrown::HashMap;
+use fnv::{FnvBuildHasher, FnvHashMap};
 use itertools::Itertools;
 use serde;
 
@@ -73,7 +73,7 @@ pub fn new_general_graphmap<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq +
 #[derive(Debug, Clone, Serialize, Deserialize)]
 pub struct TypedGraphMap<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType = Id> {
     /// A map <node_id:node>.
-    node_map: HashMap<Id, NodeMap<Id, L>>,
+    node_map: FnvHashMap<Id, NodeMap<Id, L>>,
     /// Num of edges.
     num_of_edges: usize,
     /// A map of node labels.
@@ -167,7 +167,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
     /// Constructs a new graph.
     pub fn new() -> Self {
         TypedGraphMap {
-            node_map: HashMap::<Id, NodeMap<Id, L>>::new(),
+            node_map: FnvHashMap::<Id, NodeMap<Id, L>>::default(),
             num_of_edges: 0,
             node_label_map: SetMap::new(),
             edge_label_map: SetMap::new(),
@@ -178,7 +178,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
 
     pub fn with_capacity(nodes: usize, node_labels: usize, edge_labels: usize) -> Self {
         TypedGraphMap {
-            node_map: HashMap::with_capacity(nodes),
+            node_map: HashMap::with_capacity_and_hasher(nodes, FnvBuildHasher::default()),
             num_of_edges: 0,
             node_label_map: SetMap::with_capacity(node_labels),
             edge_label_map: SetMap::with_capacity(edge_labels),
@@ -214,7 +214,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
     /// ```
     pub fn with_label_map(node_label_map: SetMap<NL>, edge_label_map: SetMap<EL>) -> Self {
         TypedGraphMap {
-            node_map: HashMap::new(),
+            node_map: FnvHashMap::default(),
             num_of_edges: 0,
             node_label_map,
             edge_label_map,
@@ -748,7 +748,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
 
         let num_of_edges = self.edge_count();
 
-        let mut new_node_map = HashMap::new();
+        let mut new_node_map = FnvHashMap::default();
 
         for (_, node) in self.node_map {
             let new_node_id = if let Some(ref map) = node_id_map {
diff --git a/src/lib.rs b/src/lib.rs
index 15741441..2f73abb0 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -22,12 +22,11 @@ extern crate bincode;
 extern crate counter;
 extern crate csv;
 extern crate fixedbitset;
-extern crate hashbrown;
+extern crate fnv;
 extern crate indexmap;
 extern crate itertools;
 extern crate rand;
 extern crate serde;
-extern crate fxhash;
 
 #[macro_use]
 extern crate log;
diff --git a/src/map/set_map.rs b/src/map/set_map.rs
index 2090965d..7ea6271d 100644
--- a/src/map/set_map.rs
+++ b/src/map/set_map.rs
@@ -21,7 +21,6 @@
 use std::hash::{Hash, Hasher};
 use std::iter::FromIterator;
 
-use fxhash::FxBuildHasher;
 use indexmap::IndexSet;
 use serde;
 
@@ -29,12 +28,10 @@ use generic::{Iter, MapTrait, MutMapTrait};
 use io::serde::{Deserialize, Serialize};
 use map::VecMap;
 
-type FxIndexSet<T> = IndexSet<T, FxBuildHasher>;
-
 /// More efficient but less compact.
 #[derive(Debug, PartialEq, Eq, Clone, Serialize, Deserialize)]
 pub struct SetMap<L: Hash + Eq> {
-    labels: FxIndexSet<L>,
+    labels: IndexSet<L>,
 }
 
 impl<L: Hash + Eq> Serialize for SetMap<L> where L: serde::Serialize {}
@@ -44,22 +41,24 @@ impl<L: Hash + Eq> Deserialize for SetMap<L> where L: for<'de> serde::Deserializ
 impl<L: Hash + Eq> SetMap<L> {
     pub fn new() -> Self {
         SetMap {
-            labels: FxIndexSet::<L>::default(),
+            labels: IndexSet::<L>::new(),
         }
     }
 
     pub fn with_capacity(capacity: usize) -> Self {
         SetMap {
-            labels: FxIndexSet::<L>::with_capacity_and_hasher(capacity,FxBuildHasher::default()),
+            labels: IndexSet::<L>::with_capacity(capacity),
         }
     }
 
+    pub fn with_data(data: IndexSet<L>) -> Self {
+        SetMap { labels: data }
+    }
+
     pub fn from_vec(vec: Vec<L>) -> Self {
-        let labels: FxIndexSet<_> = vec.into_iter().collect();
+        let indexset: IndexSet<_> = vec.into_iter().collect();
 
-        SetMap{
-            labels
-        }
+        SetMap::with_data(indexset)
     }
 
     pub fn clear(&mut self) {
diff --git a/src/map/vec_map.rs b/src/map/vec_map.rs
index 37f13a2a..305d9fc5 100644
--- a/src/map/vec_map.rs
+++ b/src/map/vec_map.rs
@@ -50,7 +50,7 @@ impl<L> VecMap<L> {
         }
     }
 
-    pub fn from_vec(labels: Vec<L>) -> Self {
+    pub fn with_data(labels: Vec<L>) -> Self {
         VecMap { labels }
     }
 
@@ -146,13 +146,13 @@ impl<L: Eq> FromIterator<L> for VecMap<L> {
 
 impl<L: Eq> From<Vec<L>> for VecMap<L> {
     fn from(vec: Vec<L>) -> Self {
-        VecMap::from_vec(vec)
+        VecMap::with_data(vec)
     }
 }
 
 impl<'a, L: Eq + Clone> From<&'a Vec<L>> for VecMap<L> {
     fn from(vec: &'a Vec<L>) -> Self {
-        VecMap::from_vec(vec.clone())
+        VecMap::with_data(vec.clone())
     }
 }
 
@@ -160,7 +160,7 @@ impl<L: Hash + Eq> From<SetMap<L>> for VecMap<L> {
     fn from(set_map: SetMap<L>) -> Self {
         let data = set_map.items_vec();
 
-        VecMap::from_vec(data)
+        VecMap::with_data(data)
     }
 }
 
@@ -168,7 +168,7 @@ impl<'a, L: Hash + Eq + Clone> From<&'a SetMap<L>> for VecMap<L> {
     fn from(set_map: &'a SetMap<L>) -> Self {
         let data = set_map.clone().items_vec();
 
-        VecMap::from_vec(data)
+        VecMap::with_data(data)
     }
 }
 

From 9ab38d353a8e692ab5ee8ffa7bbbe1be56ecf463 Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Wed, 27 Mar 2019 16:52:50 +1100
Subject: [PATCH 121/391] add <OL> to GraphVec::into_static

---
 src/graph_impl/graph_vec/mod.rs | 30 +++++++++++++++---------------
 1 file changed, 15 insertions(+), 15 deletions(-)

diff --git a/src/graph_impl/graph_vec/mod.rs b/src/graph_impl/graph_vec/mod.rs
index 10326443..4abc6260 100644
--- a/src/graph_impl/graph_vec/mod.rs
+++ b/src/graph_impl/graph_vec/mod.rs
@@ -146,7 +146,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
         self.edges.len()
     }
 
-    pub fn into_static<Ty: GraphType>(self) -> TypedStaticGraph<Id, NL, EL, Ty, L> {
+    pub fn into_static<Ty: GraphType, OL: IdType>(self) -> TypedStaticGraph<Id, NL, EL, Ty, OL> {
         if self.is_empty() {
             return TypedStaticGraph::empty();
         }
@@ -176,11 +176,11 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
         )
     }
 
-    fn get_node_labels(
+    fn get_node_labels<OL: IdType>(
         nodes: BTreeMap<Id, L>,
         max_node_id: Id,
         has_node_label: bool,
-    ) -> Option<Vec<L>> {
+    ) -> Option<Vec<OL>> {
         if !has_node_label {
             return None;
         }
@@ -192,10 +192,10 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
 
         for (i, l) in nodes.into_iter() {
             while i > current {
-                labels.push(L::max_value());
+                labels.push(OL::max_value());
                 current.increment();
             }
-            labels.push(l);
+            labels.push(OL::new(l.id()));
             current.increment();
 
             last = i;
@@ -204,18 +204,18 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
         let last = last.id();
         if last < max_node_id.id() {
             for _ in 0..max_node_id.id() - last {
-                labels.push(L::max_value());
+                labels.push(OL::max_value());
             }
         }
 
         Some(labels)
     }
 
-    fn get_edge_vec(
+    fn get_edge_vec<OL: IdType>(
         graph: BTreeMap<(Id, Id), L>,
         max_node_id: Id,
         has_edge_label: bool,
-    ) -> EdgeVec<Id, L> {
+    ) -> EdgeVec<Id, OL> {
         let mut offsets = Vec::new();
         let mut edges = Vec::new();
         let mut labels = if has_edge_label {
@@ -239,7 +239,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
 
             edges.push(d);
             if let Some(_labels) = labels.as_mut() {
-                _labels.push(l);
+                _labels.push(OL::new(l.id()));
             }
 
             offset += 1;
@@ -260,7 +260,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
         EdgeVec::from_raw(offsets, edges, labels)
     }
 
-    fn get_in_edge_vec(graph: BTreeSet<(Id, Id)>, max_node_id: Id) -> EdgeVec<Id, L> {
+    fn get_in_edge_vec<OL: IdType>(graph: BTreeSet<(Id, Id)>, max_node_id: Id) -> EdgeVec<Id, OL> {
         let mut offsets = Vec::new();
         let mut edges = Vec::new();
 
@@ -313,14 +313,14 @@ mod tests {
         g.add_edge(1, 0, Some("(0,1)"));
         g.add_edge(0, 3, Some("(0,3)"));
 
-        let un_graph = g.clone().into_static::<Undirected>();
+        let un_graph = g.clone().into_static::<Undirected, u16>();
 
-        let un_graph_true = UnStaticGraph::<&str>::from_raw(
+        let un_graph_true = UnStaticGraph::<&str, &str, u16>::from_raw(
             4,
             1,
             EdgeVec::with_labels(vec![0, 2, 3, 3, 3], vec![1, 3, 0], vec![0, 1, 0]),
             None,
-            Some(vec![0, u32::max_value(), 1, u32::max_value()]),
+            Some(vec![0, u16::max_value(), 1, u16::max_value()]),
             vec!["node0", "node2"].into(),
             vec!["(0,1)", "(0,3)"].into(),
         );
@@ -340,7 +340,7 @@ mod tests {
         assert_eq!(g.node_count(), 2);
         assert_eq!(g.edge_count(), 2);
 
-        let di_graph = g.clone().into_static::<Directed>();
+        let di_graph = g.clone().into_static::<Directed, u32>();
 
         let di_graph_true = DiStaticGraph::<&str>::from_raw(
             4,
@@ -363,7 +363,7 @@ mod tests {
         g.add_edge(1, 0, None);
         g.add_edge(2, 0, None);
 
-        let un_graph = g.clone().into_static::<Undirected>();
+        let un_graph = g.clone().into_static::<Undirected, u32>();
 
         let un_graph_true = UnStaticGraph::<()>::from_raw(
             3,

From 0c8625835baf4cf4ebc52276532a7a52b6d124c7 Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Thu, 28 Mar 2019 20:36:01 +1100
Subject: [PATCH 122/391] reformat code

---
 src/graph_impl/graph_vec/mod.rs | 28 +++++++++++-----------------
 1 file changed, 11 insertions(+), 17 deletions(-)

diff --git a/src/graph_impl/graph_vec/mod.rs b/src/graph_impl/graph_vec/mod.rs
index 4abc6260..6f9337cf 100644
--- a/src/graph_impl/graph_vec/mod.rs
+++ b/src/graph_impl/graph_vec/mod.rs
@@ -83,9 +83,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
             None => L::max_value(),
         };
 
-        if self.max_id.map_or(true, |m| id > m) {
-            self.max_id = Some(id);
-        }
+        self.set_max(id);
 
         self.nodes.insert(id, label_id);
     }
@@ -102,26 +100,16 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
             None => L::max_value(),
         };
 
-        if self.max_id.map_or(true, |m| src > m) {
-            self.max_id = Some(src);
-        }
-
-        if self.max_id.map_or(true, |m| dst > m) {
-            self.max_id = Some(dst);
-        }
+        self.set_max(src);
+        self.set_max(dst);
 
         self.edges.insert((src, dst), label_id);
     }
 
     #[inline]
     pub fn add_in_edge(&mut self, src: Id, dst: Id) {
-        if self.max_id.map_or(true, |m| src > m) {
-            self.max_id = Some(src);
-        }
-
-        if self.max_id.map_or(true, |m| dst > m) {
-            self.max_id = Some(dst);
-        }
+        self.set_max(src);
+        self.set_max(dst);
 
         self.in_edges.insert((src, dst));
     }
@@ -295,6 +283,12 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
 
         EdgeVec::new(offsets, edges)
     }
+
+    fn set_max(&mut self, id: Id) {
+        if self.max_id.map_or(true, |m| id > m) {
+            self.max_id = Some(id);
+        }
+    }
 }
 
 #[cfg(test)]

From b168136de8c068e6e052ff0b4a9de6bee109b074 Mon Sep 17 00:00:00 2001
From: LongbinLai <longbin.lai@gmail.com>
Date: Fri, 29 Mar 2019 17:23:28 +1100
Subject: [PATCH 123/391] Fix merge Some(labels) with None.

Remove the panic!
---
 src/graph_impl/static_graph/graph.rs | 7 ++++++-
 1 file changed, 6 insertions(+), 1 deletion(-)

diff --git a/src/graph_impl/static_graph/graph.rs b/src/graph_impl/static_graph/graph.rs
index 7154d87a..21f5be11 100644
--- a/src/graph_impl/static_graph/graph.rs
+++ b/src/graph_impl/static_graph/graph.rs
@@ -700,7 +700,12 @@ fn _merge_labels<NL>(_labels1: Option<Vec<NL>>, _labels2: Option<Vec<NL>>) -> Op
 
             Some(result)
         }
-        _ => panic!("Can not merge `Some` labels with `None`."),
+        (Some(labels), None) => {
+            Some(labels)
+        }
+        (None, Some(labels)) => {
+            Some(labels)
+        }
     }
 }
 

From 43b7b156d4ea7a78e8a67befee4f3782dd08963e Mon Sep 17 00:00:00 2001
From: Kongzhang Hao <haokongzhang@gmail.com>
Date: Sat, 30 Mar 2019 12:54:43 +1100
Subject: [PATCH 124/391] Added timer

---
 src/main.rs                     | 54 ++-----------------------
 src/property/property_parser.rs |  7 ++++
 tests/cypher_tree/8.txt         | 70 +++++++++++++++++++++++++++++++++
 3 files changed, 80 insertions(+), 51 deletions(-)
 create mode 100644 tests/cypher_tree/8.txt

diff --git a/src/main.rs b/src/main.rs
index cad4763b..583c6819 100644
--- a/src/main.rs
+++ b/src/main.rs
@@ -43,57 +43,9 @@ use std::io::BufReader;
 
 
 fn main() {
-
-
-    //    let g = UnGraphMap::<Void>::new();
-    //
-    //    /// `cargo run` -> The default ID type can hold 4294967295 nodes at maximum.
-    //    /// `cargo run --features=usize_id` -> The default ID type can hold 18446744073709551615 nodes at maximum.
-    //    println!(
-    //        "The graph can hold {} nodes and {} labels at maximum.",
-    //        g.max_possible_id(),
-    //        g.max_possible_label_id()
-    //    );
-    //
-    //    let mut node_property = HashMap::new();
-    //    let mut edge_property = HashMap::new();
-    //
-    //    node_property.insert(
-    //        0u32,
-    //        object!(
-    //            "name"=>"John",
-    //            "age"=>12,
-    //            "is_member"=>true,
-    //            "scores"=>array![9,8,10],
-    //            ),
-    //    );
-    //
-    //    node_property.insert(
-    //        1,
-    //        object!(
-    //            "name"=>"Marry",
-    //            "age"=>13,
-    //            "is_member"=>false,
-    //            "scores"=>array![10,10,9],
-    //            ),
-    //    );
-    //
-    //    edge_property.insert(
-    //        (0, 1),
-    //        object!(
-    //            "friend_since"=>"2018-11-15",
-    //            ),
-    //    );
-    //
-    //    let graph = CachedProperty::with_data(node_property, edge_property, false);
-    //
-    //    println!("{:#?}", &graph);
-    //
-    //    graph.export("NaivePropertyGraph.bin").unwrap();
-    //
-    //    let graph1 = CachedProperty::import("NaivePropertyGraph.bin").unwrap();
-    //
-    //    assert_eq!(graph, graph1);
+    let result = lines_from_file("/Users/mengmeng/RustProject/rust_graph_lib/tests/cypher_tree/8.txt");
+    let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
+    let exp = parse_property(cypher_tree);
 }
 
 fn lines_from_file(filename: impl AsRef<Path>) -> Vec<String> {
diff --git a/src/property/property_parser.rs b/src/property/property_parser.rs
index de19f369..f6a486c1 100644
--- a/src/property/property_parser.rs
+++ b/src/property/property_parser.rs
@@ -24,6 +24,7 @@ use property::filter::{Expression, Var, PredicateExpression, ArithmeticExpressio
 use regex::Regex;
 use std::collections::HashMap;
 use property::filter::empty_expression;
+use std::time::Instant;
 
 pub fn parse_property_tree(cypher_tree: Vec<String>) -> HashMap<String, Box<Expression>> {
     if cypher_tree.len() == 0 {
@@ -39,6 +40,7 @@ pub fn parse_property(cypher_tree: Vec<&str>) -> HashMap<String, Box<Expression>
     let mut result = HashMap::new();
     let mut found = false;
 
+    let instant = Instant::now();
     for i in cypher_tree.clone() {
         if i.contains("> binary operator") || i.contains("> comparison") {
             root = count;
@@ -47,9 +49,13 @@ pub fn parse_property(cypher_tree: Vec<&str>) -> HashMap<String, Box<Expression>
         }
         count += 1;
     }
+    println!("Determine start: {:?}", instant.elapsed());
 
+    let instant = Instant::now();
     let var_list = get_all_vars(&cypher_tree);
+    println!("Collect all vars: {:?}", instant.elapsed());
 
+    let instant = Instant::now();
     for var in var_list {
         if found {
             result.insert(var.clone(), recursive_parser(&cypher_tree, root, var.as_str()));
@@ -57,6 +63,7 @@ pub fn parse_property(cypher_tree: Vec<&str>) -> HashMap<String, Box<Expression>
             result.insert(var.clone(), empty_expression());
         }
     }
+    println!("Build parser: {:?}", instant.elapsed());
 
     result
 }
diff --git a/tests/cypher_tree/8.txt b/tests/cypher_tree/8.txt
new file mode 100644
index 00000000..173873ea
--- /dev/null
+++ b/tests/cypher_tree/8.txt
@@ -0,0 +1,70 @@
+ @0    0..172  statement                           body=@1
+ @1    0..172  > query                             clauses=[@2]
+ @2    0..171  > > MATCH                           pattern=@3, where=@23
+ @3    6..41   > > > pattern                       paths=[@4]
+ @4    6..41   > > > > pattern path                (@5)-[@7]-(@9)-[@11]-(@13)-[@15]-(@17)-[@19]-(@21)
+ @5    6..9    > > > > > node pattern              (@6)
+ @6    7..8    > > > > > > identifier              `a`
+ @7    9..14   > > > > > rel pattern               -[@8]-
+ @8   11..12   > > > > > > identifier              `x`
+ @9   14..17   > > > > > node pattern              (@10)
+@10   15..16   > > > > > > identifier              `b`
+@11   17..22   > > > > > rel pattern               -[@12]-
+@12   19..20   > > > > > > identifier              `y`
+@13   22..25   > > > > > node pattern              (@14)
+@14   23..24   > > > > > > identifier              `c`
+@15   25..30   > > > > > rel pattern               -[@16]-
+@16   27..28   > > > > > > identifier              `z`
+@17   30..33   > > > > > node pattern              (@18)
+@18   31..32   > > > > > > identifier              `d`
+@19   33..38   > > > > > rel pattern               -[@20]-
+@20   35..36   > > > > > > identifier              `o`
+@21   38..41   > > > > > node pattern              (@22)
+@22   39..40   > > > > > > identifier              `a`
+@23   48..171  > > > binary operator               @24 AND @65
+@24   48..155  > > > > binary operator             @25 AND @60
+@25   48..138  > > > > > binary operator           @26 AND @55
+@26   48..121  > > > > > > binary operator         @27 AND @50
+@27   48..104  > > > > > > > binary operator       @28 AND @45
+@28   48..89   > > > > > > > > binary operator     @29 AND @40
+@29   48..74   > > > > > > > > > binary operator   @30 AND @35
+@30   48..59   > > > > > > > > > > comparison      @31 > @34
+@31   48..54   > > > > > > > > > > > property      @32.@33
+@32   48..49   > > > > > > > > > > > > identifier  `a`
+@33   50..53   > > > > > > > > > > > > prop name   `age`
+@34   56..58   > > > > > > > > > > > integer       10
+@35   63..74   > > > > > > > > > > comparison      @36 > @39
+@36   63..69   > > > > > > > > > > > property      @37.@38
+@37   63..64   > > > > > > > > > > > > identifier  `b`
+@38   65..68   > > > > > > > > > > > > prop name   `age`
+@39   71..73   > > > > > > > > > > > integer       10
+@40   78..89   > > > > > > > > > comparison        @41 > @44
+@41   78..84   > > > > > > > > > > property        @42.@43
+@42   78..79   > > > > > > > > > > > identifier    `c`
+@43   80..83   > > > > > > > > > > > prop name     `age`
+@44   86..88   > > > > > > > > > > integer         10
+@45   93..104  > > > > > > > > comparison          @46 > @49
+@46   93..99   > > > > > > > > > property          @47.@48
+@47   93..94   > > > > > > > > > > identifier      `d`
+@48   95..98   > > > > > > > > > > prop name       `age`
+@49  101..103  > > > > > > > > > integer           10
+@50  108..121  > > > > > > > comparison            @51 < @54
+@51  108..117  > > > > > > > > property            @52.@53
+@52  108..109  > > > > > > > > > identifier        `x`
+@53  110..116  > > > > > > > > > prop name         `length`
+@54  119..120  > > > > > > > > integer             5
+@55  125..138  > > > > > > comparison              @56 < @59
+@56  125..134  > > > > > > > property              @57.@58
+@57  125..126  > > > > > > > > identifier          `y`
+@58  127..133  > > > > > > > > prop name           `length`
+@59  136..137  > > > > > > > integer               5
+@60  142..155  > > > > > comparison                @61 < @64
+@61  142..151  > > > > > > property                @62.@63
+@62  142..143  > > > > > > > identifier            `z`
+@63  144..150  > > > > > > > prop name             `length`
+@64  153..154  > > > > > > integer                 5
+@65  159..171  > > > > comparison                  @66 < @69
+@66  159..168  > > > > > property                  @67.@68
+@67  159..160  > > > > > > identifier              `o`
+@68  161..167  > > > > > > prop name               `length`
+@69  170..171  > > > > > integer                   5

From c679f514c30cf6967f52e53a97d3c73c97cbdd08 Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Sat, 30 Mar 2019 22:36:54 +1100
Subject: [PATCH 125/391] use vec in GraphVec

---
 src/graph_impl/graph_vec/mod.rs | 41 +++++++++++++++++++--------------
 1 file changed, 24 insertions(+), 17 deletions(-)

diff --git a/src/graph_impl/graph_vec/mod.rs b/src/graph_impl/graph_vec/mod.rs
index 6f9337cf..44ecb91d 100644
--- a/src/graph_impl/graph_vec/mod.rs
+++ b/src/graph_impl/graph_vec/mod.rs
@@ -19,7 +19,6 @@
  * under the License.
  */
 
-use std::collections::{BTreeMap, BTreeSet};
 use std::hash::Hash;
 
 use generic::{DefaultId, GraphType, IdType, MutMapTrait};
@@ -31,9 +30,9 @@ pub type GraphVec<NL, EL = NL, L = DefaultId> = TypedGraphVec<DefaultId, NL, EL,
 
 #[derive(Debug, Clone, Serialize, Deserialize)]
 pub struct TypedGraphVec<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType = Id> {
-    nodes: BTreeMap<Id, L>,
-    edges: BTreeMap<(Id, Id), L>,
-    in_edges: BTreeSet<(Id, Id)>,
+    nodes: Vec<(Id, L)>,
+    edges: Vec<((Id, Id), L)>,
+    in_edges: Vec<(Id, Id)>,
     node_label_map: SetMap<NL>,
     edge_label_map: SetMap<EL>,
 
@@ -45,9 +44,9 @@ pub struct TypedGraphVec<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType = I
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL, EL, L> {
     pub fn new() -> Self {
         TypedGraphVec {
-            nodes: BTreeMap::new(),
-            edges: BTreeMap::new(),
-            in_edges: BTreeSet::new(),
+            nodes: Vec::new(),
+            edges: Vec::new(),
+            in_edges: Vec::new(),
             node_label_map: SetMap::new(),
             edge_label_map: SetMap::new(),
 
@@ -59,9 +58,9 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
 
     pub fn with_label_map(node_label_map: SetMap<NL>, edge_label_map: SetMap<EL>) -> Self {
         TypedGraphVec {
-            nodes: BTreeMap::new(),
-            edges: BTreeMap::new(),
-            in_edges: BTreeSet::new(),
+            nodes: Vec::new(),
+            edges: Vec::new(),
+            in_edges: Vec::new(),
             node_label_map,
             edge_label_map,
 
@@ -85,7 +84,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
 
         self.set_max(id);
 
-        self.nodes.insert(id, label_id);
+        self.nodes.push((id, label_id));
     }
 
     #[inline]
@@ -103,7 +102,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
         self.set_max(src);
         self.set_max(dst);
 
-        self.edges.insert((src, dst), label_id);
+        self.edges.push(((src, dst), label_id));
     }
 
     #[inline]
@@ -111,7 +110,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
         self.set_max(src);
         self.set_max(dst);
 
-        self.in_edges.insert((src, dst));
+        self.in_edges.push((src, dst));
     }
 
     #[inline(always)]
@@ -165,7 +164,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
     }
 
     fn get_node_labels<OL: IdType>(
-        nodes: BTreeMap<Id, L>,
+        mut nodes: Vec<(Id, L)>,
         max_node_id: Id,
         has_node_label: bool,
     ) -> Option<Vec<OL>> {
@@ -173,6 +172,9 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
             return None;
         }
 
+        nodes.sort_unstable();
+        nodes.dedup_by_key(|&mut (i, _)| i);
+
         let mut labels = Vec::new();
         let mut current = Id::new(0);
 
@@ -200,10 +202,13 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
     }
 
     fn get_edge_vec<OL: IdType>(
-        graph: BTreeMap<(Id, Id), L>,
+        mut graph: Vec<((Id, Id), L)>,
         max_node_id: Id,
         has_edge_label: bool,
     ) -> EdgeVec<Id, OL> {
+        graph.sort_unstable();
+        graph.dedup_by_key(|&mut (e,_)| e);
+
         let mut offsets = Vec::new();
         let mut edges = Vec::new();
         let mut labels = if has_edge_label {
@@ -248,7 +253,10 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
         EdgeVec::from_raw(offsets, edges, labels)
     }
 
-    fn get_in_edge_vec<OL: IdType>(graph: BTreeSet<(Id, Id)>, max_node_id: Id) -> EdgeVec<Id, OL> {
+    fn get_in_edge_vec<OL: IdType>(mut graph: Vec<(Id, Id)>, max_node_id: Id) -> EdgeVec<Id, OL> {
+        graph.sort_unstable();
+        graph.dedup();
+
         let mut offsets = Vec::new();
         let mut edges = Vec::new();
 
@@ -326,7 +334,6 @@ mod tests {
         let mut g = GraphVec::<&str>::new();
         g.add_node(0, Some("node0"));
         g.add_node(2, Some("node2"));
-        g.add_node(2, Some("node2"));
         g.add_edge(0, 1, Some("(0,1)"));
         g.add_in_edge(1, 0);
         g.add_edge(0, 3, Some("(0,3)"));

From c57cb9e8243a2cb40a24eb7227103b4bcc651207 Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Tue, 2 Apr 2019 00:30:22 +1100
Subject: [PATCH 126/391] add with capacity

---
 src/graph_impl/graph_vec/mod.rs      | 16 +++++++++++++++-
 src/graph_impl/static_graph/graph.rs |  8 ++------
 2 files changed, 17 insertions(+), 7 deletions(-)

diff --git a/src/graph_impl/graph_vec/mod.rs b/src/graph_impl/graph_vec/mod.rs
index 44ecb91d..d8b95b37 100644
--- a/src/graph_impl/graph_vec/mod.rs
+++ b/src/graph_impl/graph_vec/mod.rs
@@ -56,6 +56,20 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
         }
     }
 
+    pub fn with_capacity(nodes: usize, edges: usize) -> Self {
+        TypedGraphVec {
+            nodes: Vec::with_capacity(nodes),
+            edges: Vec::with_capacity(edges),
+            in_edges: Vec::new(),
+            node_label_map: SetMap::new(),
+            edge_label_map: SetMap::new(),
+
+            max_id: None,
+            has_node_label: false,
+            has_edge_label: false,
+        }
+    }
+
     pub fn with_label_map(node_label_map: SetMap<NL>, edge_label_map: SetMap<EL>) -> Self {
         TypedGraphVec {
             nodes: Vec::new(),
@@ -207,7 +221,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
         has_edge_label: bool,
     ) -> EdgeVec<Id, OL> {
         graph.sort_unstable();
-        graph.dedup_by_key(|&mut (e,_)| e);
+        graph.dedup_by_key(|&mut (e, _)| e);
 
         let mut offsets = Vec::new();
         let mut edges = Vec::new();
diff --git a/src/graph_impl/static_graph/graph.rs b/src/graph_impl/static_graph/graph.rs
index 21f5be11..deff96d9 100644
--- a/src/graph_impl/static_graph/graph.rs
+++ b/src/graph_impl/static_graph/graph.rs
@@ -700,12 +700,8 @@ fn _merge_labels<NL>(_labels1: Option<Vec<NL>>, _labels2: Option<Vec<NL>>) -> Op
 
             Some(result)
         }
-        (Some(labels), None) => {
-            Some(labels)
-        }
-        (None, Some(labels)) => {
-            Some(labels)
-        }
+        (Some(labels), None) => Some(labels),
+        (None, Some(labels)) => Some(labels),
     }
 }
 

From b032ba0f3ea81f2b21898d69f9445e03ce2b0816 Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Tue, 2 Apr 2019 15:16:46 +1100
Subject: [PATCH 127/391] use BTreeMap in GraphVec.nodes

---
 src/graph_impl/graph_vec/mod.rs | 21 +++++++++++----------
 1 file changed, 11 insertions(+), 10 deletions(-)

diff --git a/src/graph_impl/graph_vec/mod.rs b/src/graph_impl/graph_vec/mod.rs
index d8b95b37..c7d4ed93 100644
--- a/src/graph_impl/graph_vec/mod.rs
+++ b/src/graph_impl/graph_vec/mod.rs
@@ -19,6 +19,7 @@
  * under the License.
  */
 
+use std::collections::BTreeMap;
 use std::hash::Hash;
 
 use generic::{DefaultId, GraphType, IdType, MutMapTrait};
@@ -30,7 +31,7 @@ pub type GraphVec<NL, EL = NL, L = DefaultId> = TypedGraphVec<DefaultId, NL, EL,
 
 #[derive(Debug, Clone, Serialize, Deserialize)]
 pub struct TypedGraphVec<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType = Id> {
-    nodes: Vec<(Id, L)>,
+    nodes: BTreeMap<Id, L>,
     edges: Vec<((Id, Id), L)>,
     in_edges: Vec<(Id, Id)>,
     node_label_map: SetMap<NL>,
@@ -44,7 +45,7 @@ pub struct TypedGraphVec<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType = I
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL, EL, L> {
     pub fn new() -> Self {
         TypedGraphVec {
-            nodes: Vec::new(),
+            nodes: BTreeMap::new(),
             edges: Vec::new(),
             in_edges: Vec::new(),
             node_label_map: SetMap::new(),
@@ -56,9 +57,9 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
         }
     }
 
-    pub fn with_capacity(nodes: usize, edges: usize) -> Self {
+    pub fn with_capacity(edges: usize) -> Self {
         TypedGraphVec {
-            nodes: Vec::with_capacity(nodes),
+            nodes: BTreeMap::new(),
             edges: Vec::with_capacity(edges),
             in_edges: Vec::new(),
             node_label_map: SetMap::new(),
@@ -72,7 +73,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
 
     pub fn with_label_map(node_label_map: SetMap<NL>, edge_label_map: SetMap<EL>) -> Self {
         TypedGraphVec {
-            nodes: Vec::new(),
+            nodes: BTreeMap::new(),
             edges: Vec::new(),
             in_edges: Vec::new(),
             node_label_map,
@@ -98,7 +99,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
 
         self.set_max(id);
 
-        self.nodes.push((id, label_id));
+        self.nodes.insert(id, label_id);
     }
 
     #[inline]
@@ -178,16 +179,16 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
     }
 
     fn get_node_labels<OL: IdType>(
-        mut nodes: Vec<(Id, L)>,
+        nodes: BTreeMap<Id, L>,
         max_node_id: Id,
         has_node_label: bool,
     ) -> Option<Vec<OL>> {
         if !has_node_label {
             return None;
         }
-
-        nodes.sort_unstable();
-        nodes.dedup_by_key(|&mut (i, _)| i);
+        //
+        //        nodes.sort_unstable();
+        //        nodes.dedup_by_key(|&mut (i, _)| i);
 
         let mut labels = Vec::new();
         let mut current = Id::new(0);

From 21d73653eeb826e6a170ebf9fef7bbbc15736930 Mon Sep 17 00:00:00 2001
From: Longbin Lai <longbin.lai@gmail.com>
Date: Wed, 3 Apr 2019 14:19:14 +1100
Subject: [PATCH 128/391] Implement `OffsetIndex` for large graph.

Currently we maintain offsets of `EdgeVec` as a `Vec<usize>`, and when the graph contains many vertices, this structure causes memory inflation. We hense use `OffsetIndex` to maintain a two-level index which can reduce the memory from #V * size_of_usize to #V * size_of_u32.
---
 src/graph_impl/static_graph/edge_vec.rs | 141 ++++++++++++++++++++++++
 1 file changed, 141 insertions(+)

diff --git a/src/graph_impl/static_graph/edge_vec.rs b/src/graph_impl/static_graph/edge_vec.rs
index 4464dbaa..9af6ac5a 100644
--- a/src/graph_impl/static_graph/edge_vec.rs
+++ b/src/graph_impl/static_graph/edge_vec.rs
@@ -25,6 +25,103 @@ use std::fs::File;
 use std::io::Result;
 use std::ops::Add;
 
+static BITS_U32: usize = 32;
+
+/// To main the offset in the more compact form, instead of directly using `Vec<usize>`,
+/// we introduce a two-level index, the base level records the base offset using `Vec<u32>`,
+/// if an `u32` is overflow, we shift the overflow bits' information to the second level.
+/// The second-level index is a `Vec<usize>`, where the `i-th` element maintains the offsets in
+/// the base level that has the overflow bits represent the number `i`. For example, if we have
+/// the second-level index as `vec![1000, 50000, 600]`, it means that the first 1000 elements
+/// in the `base_level` index has offset bit `0` (no offset), while from 1000 ~ 50000, has offset
+/// bit `1`, meaning there actual offset should be `1 << 32 | base_level[i]`.
+pub struct OffsetIndex {
+    /// The base-level index
+    base_level: Vec<u32>,
+    /// The second-level index
+    second_level: Vec<usize>,
+}
+
+impl From<Vec<usize>> for OffsetIndex {
+    fn from(offsets: Vec<usize>) -> Self {
+        let mut offset_idx = Self::with_capacity(offsets.len());
+
+        for offset in offsets {
+            offset_idx.push(offset);
+        }
+
+        offset_idx
+    }
+}
+
+impl OffsetIndex {
+    pub fn new() -> Self {
+        Self {
+            base_level: Vec::new(),
+            second_level: Vec::new(),
+        }
+    }
+
+    pub fn with_capacity(capacity: usize) -> Self {
+        Self {
+            base_level: Vec::with_capacity(capacity),
+            second_level: Vec::new(),
+        }
+    }
+
+    pub fn len(&self) -> usize {
+        self.base_level.len()
+    }
+
+    pub fn is_empty(&self) -> bool {
+        self.base_level.is_empty()
+    }
+
+    pub fn index(&self, index: usize) -> usize {
+        if index < self.len() {
+            let mut oflow_bit = 0;
+            for (i, &off) in self.second_level.iter().enumerate() {
+                if index < off {
+                    oflow_bit = i;
+                    break;
+                }
+            }
+            oflow_bit << BITS_U32 | self.base_level[index] as usize
+        } else {
+            panic!("index {} is overflowed", index)
+        }
+    }
+
+    pub fn last(&self) -> Option<usize> {
+        if self.is_empty() {
+            None
+        } else {
+            Some(self.index(self.len() - 1))
+        }
+    }
+
+    pub fn push(&mut self, offset: usize) {
+        let u32_part = offset as u32;
+        let oflow_part = offset >> BITS_U32;
+
+        let last_off = self.last().unwrap_or(0);
+        assert!(last_off <= offset);
+
+        if self.is_empty() {
+            self.second_level.push(0);
+        } else {
+            let last_off_oflow = self.second_level[last_off >> BITS_U32];
+
+            while self.second_level.len() < oflow_part + 1 {
+                self.second_level.push(last_off_oflow);
+            }
+        }
+
+        self.second_level[oflow_part] += 1;
+        self.base_level.push(u32_part);
+    }
+}
+
 /// With the node indexed from 0 .. num_nodes - 1, we can maintain the edges in a compact way,
 /// using `offset` and `edges`, in which `offset[node]` maintain the start index of the given
 /// node's neighbors in `edges`. Thus, the node's neighbors is maintained in:
@@ -345,6 +442,50 @@ impl<Id: IdType, L: IdType> Add for EdgeVec<Id, L> {
 mod test {
     use super::*;
 
+    #[test]
+    fn test_offset_index() {
+        let offset_index = OffsetIndex {
+            base_level: vec![0, 1, 2, 3, 4, 5],
+            second_level: vec![3, 5, 6],
+        };
+
+        let exp_offsets = vec![
+            0_usize,
+            1,
+            2,
+            1 << BITS_U32 | 3,
+            1 << BITS_U32 | 4,
+            2 << BITS_U32 | 5,
+        ];
+        let mut i = 0;
+        while i < offset_index.len() {
+            let offset = offset_index.index(i);
+            assert_eq!(exp_offsets[i], offset);
+            i += 1;
+        }
+
+        let mut offset_index = OffsetIndex::new();
+        offset_index.push(0);
+        offset_index.push(1);
+        assert_eq!(offset_index.len(), 2);
+        assert_eq!(offset_index.index(0), 0);
+        assert_eq!(offset_index.index(1), 1);
+
+        offset_index.push(1 << BITS_U32 | 3);
+        assert_eq!(offset_index.last().unwrap(), 1 << BITS_U32 | 3);
+
+        offset_index.push(5 << BITS_U32 | 4);
+        assert_eq!(offset_index.last().unwrap(), 5 << BITS_U32 | 4);
+
+        let offset_index = OffsetIndex::from(exp_offsets.clone());
+        let mut i = 0;
+        while i < offset_index.len() {
+            let offset = offset_index.index(i);
+            assert_eq!(exp_offsets[i], offset);
+            i += 1;
+        }
+    }
+
     #[test]
     fn test_merge() {
         let edges1 = EdgeVec::<u32>::new(vec![0, 2, 4, 6, 8], vec![1_u32, 3, 0, 2, 1, 3, 0, 2]);

From 59efb40ab2d3288eb147cf313503a1e27047b91a Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Wed, 3 Apr 2019 15:55:37 +1100
Subject: [PATCH 129/391] use offsetindex in EdgeVec

---
 examples/static_to_mmap.rs              |  58 ++++++------
 src/graph_impl/mod.rs                   |   2 +-
 src/graph_impl/static_graph/edge_vec.rs | 101 +++++++++++++--------
 src/graph_impl/static_graph/graph.rs    |  74 ++++++++--------
 src/graph_impl/static_graph/mod.rs      |   2 +-
 src/lib.rs                              |   2 +-
 tests/static_graph.rs                   | 112 ++++++++++++------------
 7 files changed, 188 insertions(+), 163 deletions(-)

diff --git a/examples/static_to_mmap.rs b/examples/static_to_mmap.rs
index 30c7467e..a0d8e8ac 100644
--- a/examples/static_to_mmap.rs
+++ b/examples/static_to_mmap.rs
@@ -26,33 +26,33 @@ use rust_graph::graph_impl::{DiStaticGraph, UnStaticGraph};
 use rust_graph::io::serde::Deserialize;
 
 fn main() {
-    let matches = App::new("StaticGraph to MMap")
-        .arg(
-            Arg::with_name("graph")
-                .short("g")
-                .long("graph")
-                .required(true)
-                .takes_value(true),
-        )
-        .arg(Arg::with_name("directed").short("d").long("directed"))
-        .arg(
-            Arg::with_name("output")
-                .short("o")
-                .long("output")
-                .required(true)
-                .takes_value(true),
-        )
-        .get_matches();
-
-    let graph = matches.value_of("graph").unwrap();
-    let output = matches.value_of("output").unwrap();
-    let is_directed = matches.is_present("directed");
-
-    if !is_directed {
-        let graph = UnStaticGraph::<u32>::import(graph).unwrap();
-        graph.dump_mmap(output).expect("Dump graph error");
-    } else {
-        let graph = DiStaticGraph::<u32>::import(graph).unwrap();
-        graph.dump_mmap(output).expect("Dump graph error");
-    }
+//    let matches = App::new("StaticGraph to MMap")
+//        .arg(
+//            Arg::with_name("graph")
+//                .short("g")
+//                .long("graph")
+//                .required(true)
+//                .takes_value(true),
+//        )
+//        .arg(Arg::with_name("directed").short("d").long("directed"))
+//        .arg(
+//            Arg::with_name("output")
+//                .short("o")
+//                .long("output")
+//                .required(true)
+//                .takes_value(true),
+//        )
+//        .get_matches();
+//
+//    let graph = matches.value_of("graph").unwrap();
+//    let output = matches.value_of("output").unwrap();
+//    let is_directed = matches.is_present("directed");
+//
+//    if !is_directed {
+//        let graph = UnStaticGraph::<u32>::import(graph).unwrap();
+//        graph.dump_mmap(output).expect("Dump graph error");
+//    } else {
+//        let graph = DiStaticGraph::<u32>::import(graph).unwrap();
+//        graph.dump_mmap(output).expect("Dump graph error");
+//    }
 }
diff --git a/src/graph_impl/mod.rs b/src/graph_impl/mod.rs
index 2a3e1573..ac313057 100644
--- a/src/graph_impl/mod.rs
+++ b/src/graph_impl/mod.rs
@@ -27,7 +27,7 @@ pub use graph_impl::graph_map::{
     UnGraphMap,
 };
 pub use graph_impl::graph_vec::{GraphVec, TypedGraphVec};
-pub use graph_impl::static_graph::mmap::{EdgeVecMmap, StaticGraphMmap};
+//pub use graph_impl::static_graph::mmap::{EdgeVecMmap, StaticGraphMmap};
 pub use graph_impl::static_graph::{
     DiStaticGraph, EdgeVec, StaticGraph, TypedDiStaticGraph, TypedStaticGraph, TypedUnStaticGraph,
     UnStaticGraph,
diff --git a/src/graph_impl/static_graph/edge_vec.rs b/src/graph_impl/static_graph/edge_vec.rs
index 9af6ac5a..2f6d2c52 100644
--- a/src/graph_impl/static_graph/edge_vec.rs
+++ b/src/graph_impl/static_graph/edge_vec.rs
@@ -18,7 +18,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-use generic::IdType;
+use generic::{IdType, Iter};
 use io::mmap::dump;
 use itertools::Itertools;
 use std::fs::File;
@@ -35,6 +35,7 @@ static BITS_U32: usize = 32;
 /// the second-level index as `vec![1000, 50000, 600]`, it means that the first 1000 elements
 /// in the `base_level` index has offset bit `0` (no offset), while from 1000 ~ 50000, has offset
 /// bit `1`, meaning there actual offset should be `1 << 32 | base_level[i]`.
+#[derive(Debug, Hash, PartialEq, Eq, Clone, Serialize, Deserialize)]
 pub struct OffsetIndex {
     /// The base-level index
     base_level: Vec<u32>,
@@ -54,6 +55,7 @@ impl From<Vec<usize>> for OffsetIndex {
     }
 }
 
+
 impl OffsetIndex {
     pub fn new() -> Self {
         Self {
@@ -73,6 +75,11 @@ impl OffsetIndex {
         self.base_level.len()
     }
 
+    pub fn clear(&mut self){
+        self.base_level.clear();
+        self.second_level.clear();
+    }
+
     pub fn is_empty(&self) -> bool {
         self.base_level.is_empty()
     }
@@ -120,6 +127,23 @@ impl OffsetIndex {
         self.second_level[oflow_part] += 1;
         self.base_level.push(u32_part);
     }
+
+    pub fn shrink_to_fit(&mut self){
+        self.base_level.shrink_to_fit();
+        self.second_level.shrink_to_fit();
+    }
+
+    fn extend<T: IntoIterator<Item=usize>>(&mut self, iter: T){
+        for elem in iter.into_iter(){
+            self.push(elem);
+        }
+    }
+
+    pub fn iter(&self)->Iter<usize>{
+        let len = self.len();
+        Iter::new(Box::new((0..len).map(move |i| self.index(i))))
+    }
+
 }
 
 /// With the node indexed from 0 .. num_nodes - 1, we can maintain the edges in a compact way,
@@ -132,13 +156,13 @@ impl OffsetIndex {
 /// for any `node` should be sorted.
 #[derive(Debug, Hash, PartialEq, Eq, Clone, Serialize, Deserialize)]
 pub struct EdgeVec<Id: IdType, L: IdType = Id> {
-    offsets: Vec<usize>,
+    offsets: OffsetIndex,
     edges: Vec<Id>,
     labels: Option<Vec<L>>,
 }
 
 pub trait EdgeVecTrait<Id: IdType, L: IdType> {
-    fn get_offsets(&self) -> &[usize];
+    fn get_offsets(&self) -> &OffsetIndex;
     fn get_edges(&self) -> &[Id];
     fn get_labels(&self) -> &[L];
 
@@ -159,8 +183,8 @@ pub trait EdgeVecTrait<Id: IdType, L: IdType> {
             error!("Node {:?} does not exist", node);
             return &[];
         }
-        let start = self.get_offsets()[node.id()].id();
-        let end = self.get_offsets()[node.id() + 1].id();
+        let start = self.get_offsets().index(node.id());
+        let end = self.get_offsets().index(node.id()+1);
 
         &self.get_edges()[start..end]
     }
@@ -172,8 +196,8 @@ pub trait EdgeVecTrait<Id: IdType, L: IdType> {
             error!("Node {:?} does not exist", node);
             return 0;
         }
-        let start = self.get_offsets()[node.id()].id();
-        let end = self.get_offsets()[node.id() + 1].id();
+        let start = self.get_offsets().index(node.id());
+        let end = self.get_offsets().index(node.id()+1);
 
         end - start
     }
@@ -192,7 +216,7 @@ pub trait EdgeVecTrait<Id: IdType, L: IdType> {
             let found = neighbors.binary_search(&target);
             match found {
                 Err(_) => None,
-                Ok(idx) => Some(self.get_offsets()[start.id()].id() + idx),
+                Ok(idx) => Some(self.get_offsets().index(start.id()) + idx),
             }
         }
     }
@@ -221,7 +245,7 @@ pub trait EdgeVecTrait<Id: IdType, L: IdType> {
 impl<Id: IdType, L: IdType> EdgeVec<Id, L> {
     pub fn new(offsets: Vec<usize>, edges: Vec<Id>) -> Self {
         EdgeVec {
-            offsets,
+            offsets: offsets.into(),
             edges,
             labels: None,
         }
@@ -236,7 +260,7 @@ impl<Id: IdType, L: IdType> EdgeVec<Id, L> {
             );
         }
         EdgeVec {
-            offsets,
+            offsets: offsets.into(),
             edges,
             labels: Some(labels),
         }
@@ -269,28 +293,28 @@ impl<Id: IdType, L: IdType> EdgeVec<Id, L> {
         }
     }
 
-    /// Dump self to bytearray in order to be deserialised as `EdgeVecMmap`.
-    pub fn dump_mmap(&self, prefix: &str) -> Result<()> {
-        let offsets_file = format!("{}.offsets", prefix);
-        let edges_file = format!("{}.edges", prefix);
-        let labels_file = format!("{}.labels", prefix);
-
-        unsafe {
-            dump(self.get_offsets(), File::create(offsets_file)?)?;
-            dump(self.get_edges(), File::create(edges_file)?)?;
-
-            if !self.get_labels().is_empty() {
-                dump(self.get_labels(), File::create(labels_file)?)
-            } else {
-                Ok(())
-            }
-        }
-    }
+//    /// Dump self to bytearray in order to be deserialised as `EdgeVecMmap`.
+//    pub fn dump_mmap(&self, prefix: &str) -> Result<()> {
+//        let offsets_file = format!("{}.offsets", prefix);
+//        let edges_file = format!("{}.edges", prefix);
+//        let labels_file = format!("{}.labels", prefix);
+//
+//        unsafe {
+//            dump(self.get_offsets(), File::create(offsets_file)?)?;
+//            dump(self.get_edges(), File::create(edges_file)?)?;
+//
+//            if !self.get_labels().is_empty() {
+//                dump(self.get_labels(), File::create(labels_file)?)
+//            } else {
+//                Ok(())
+//            }
+//        }
+//    }
 }
 
 impl<Id: IdType, L: IdType> EdgeVecTrait<Id, L> for EdgeVec<Id, L> {
     #[inline]
-    fn get_offsets(&self) -> &[usize] {
+    fn get_offsets(&self) -> &OffsetIndex {
         &self.offsets
     }
 
@@ -314,6 +338,7 @@ impl<Id: IdType, L: IdType> Default for EdgeVec<Id, L> {
     }
 }
 
+
 /// Add two `EdgeVec`s following the rules:
 /// * The `edges` will be the merged vector, duplication will be removed.
 /// * The `labels` if some, will be the merged vector. We assume that the label is the same
@@ -347,12 +372,12 @@ impl<Id: IdType, L: IdType> Add for EdgeVec<Id, L> {
 
         let mut edges = Vec::new(); //Vec::with_capacity(len);
         let mut labels = Vec::new(); //Vec::with_capacity(len);
-        let mut offsets = Vec::new(); //Vec::with_capacity(num_nodes + 1);
+        let mut offsets = OffsetIndex::new(); //Vec::with_capacity(num_nodes + 1);
         offsets.push(0);
 
         for node in 0..s_num_nodes {
-            let (s1, e1) = (smaller.offsets[node], smaller.offsets[node + 1]);
-            let (s2, e2) = (larger.offsets[node], larger.offsets[node + 1]);
+            let (s1, e1) = (smaller.offsets.index(node), smaller.offsets.index(node+1));
+            let (s2, e2) = (larger.offsets.index(node), larger.offsets.index(node+1));
             let mut num_nbrs = 0;
 
             if smaller.labels.is_none() {
@@ -408,13 +433,13 @@ impl<Id: IdType, L: IdType> Add for EdgeVec<Id, L> {
         }
 
         if s_num_nodes < num_nodes {
-            let last_off = larger.offsets[s_num_nodes];
+            let last_off = larger.offsets.index(s_num_nodes);
             edges.extend(larger.edges.iter().skip(last_off));
             if larger.labels.is_some() {
                 labels.extend(larger.labels.as_ref().unwrap().iter().skip(last_off));
             }
 
-            let extra_off = *offsets.last().unwrap() - larger.offsets[s_num_nodes];
+            let extra_off = offsets.last().unwrap() - larger.offsets.index(s_num_nodes);
             offsets.extend(
                 larger
                     .offsets
@@ -494,7 +519,7 @@ mod test {
 
         let edges = edges1 + edges2;
 
-        assert_eq!(edges.offsets, vec![0, 3, 6, 9, 12]);
+        assert_eq!(edges.offsets, vec![0, 3, 6, 9, 12].into());
 
         assert_eq!(edges.edges, vec![1, 2, 3, 0, 2, 3, 0, 1, 3, 0, 1, 2]);
 
@@ -517,7 +542,7 @@ mod test {
 
         let edges = edges1 + edges2;
 
-        assert_eq!(edges.offsets, vec![0, 3, 6, 9, 12]);
+        assert_eq!(edges.offsets, vec![0, 3, 6, 9, 12].into());
 
         assert_eq!(edges.edges, vec![1, 2, 3, 0, 2, 3, 0, 1, 3, 0, 1, 2]);
 
@@ -540,7 +565,7 @@ mod test {
 
         let edges = edges1 + edges2;
 
-        assert_eq!(edges.offsets, vec![0, 3, 6, 9, 12]);
+        assert_eq!(edges.offsets, vec![0, 3, 6, 9, 12].into());
 
         assert_eq!(edges.edges, vec![1, 2, 3, 0, 2, 3, 0, 1, 3, 0, 1, 2]);
 
@@ -563,7 +588,7 @@ mod test {
 
         let edges = edges1 + edges2;
 
-        assert_eq!(edges.offsets, vec![0, 3, 6, 9, 12, 13]);
+        assert_eq!(edges.offsets, vec![0, 3, 6, 9, 12, 13].into());
 
         assert_eq!(edges.edges, vec![1, 2, 3, 0, 2, 3, 0, 1, 3, 0, 1, 2, 2]);
 
@@ -581,7 +606,7 @@ mod test {
 
         let edges = edges1 + edges2;
 
-        assert_eq!(edges.offsets, vec![0, 1, 2, 3, 6, 7]);
+        assert_eq!(edges.offsets, vec![0, 1, 2, 3, 6, 7].into());
 
         assert_eq!(edges.edges, vec![3_u32, 3, 3, 0, 1, 2, 2]);
     }
diff --git a/src/graph_impl/static_graph/graph.rs b/src/graph_impl/static_graph/graph.rs
index deff96d9..673b4adb 100644
--- a/src/graph_impl/static_graph/graph.rs
+++ b/src/graph_impl/static_graph/graph.rs
@@ -30,7 +30,7 @@ use generic::{
     DefaultId, DefaultTy, DiGraphTrait, Directed, EdgeType, GeneralGraph, GraphLabelTrait,
     GraphTrait, GraphType, IdType, Iter, MapTrait, MutMapTrait, NodeType, UnGraphTrait, Undirected,
 };
-use graph_impl::static_graph::mmap::graph_mmap::StaticGraphMmapAux;
+//use graph_impl::static_graph::mmap::graph_mmap::StaticGraphMmapAux;
 use graph_impl::static_graph::node::StaticNode;
 use graph_impl::static_graph::static_edge_iter::StaticEdgeIndexIter;
 use graph_impl::static_graph::{EdgeVec, EdgeVecTrait};
@@ -423,42 +423,42 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
     }
 }
 
-impl<Id: IdType + Copy, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
-    TypedStaticGraph<Id, NL, EL, Ty, L>
-where
-    NL: serde::Serialize + Clone,
-    EL: serde::Serialize + Clone,
-{
-    pub fn dump_mmap(&self, prefix: &str) -> Result<()> {
-        let edges_prefix = format!("{}_OUT", prefix);
-        let in_edges_prefix = format!("{}_IN", prefix);
-        let label_file = format!("{}.labels", prefix);
-
-        let aux_map_file = format!("{}_aux.bin", prefix);
-
-        self.edge_vec.dump_mmap(&edges_prefix)?;
-        if let Some(ref in_edges) = self.in_edge_vec {
-            in_edges.dump_mmap(&in_edges_prefix)?;
-        }
-
-        if let Some(ref labels) = self.labels {
-            unsafe {
-                dump(labels, ::std::fs::File::create(label_file)?)?;
-            }
-        }
-
-        let aux_file = StaticGraphMmapAux::new(
-            self.num_nodes,
-            self.num_edges,
-            self.node_label_map.clone(),
-            self.edge_label_map.clone(),
-        );
-
-        Serializer::export(&aux_file, &aux_map_file)?;
-
-        Ok(())
-    }
-}
+//impl<Id: IdType + Copy, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
+//    TypedStaticGraph<Id, NL, EL, Ty, L>
+//where
+//    NL: serde::Serialize + Clone,
+//    EL: serde::Serialize + Clone,
+//{
+//    pub fn dump_mmap(&self, prefix: &str) -> Result<()> {
+//        let edges_prefix = format!("{}_OUT", prefix);
+//        let in_edges_prefix = format!("{}_IN", prefix);
+//        let label_file = format!("{}.labels", prefix);
+//
+//        let aux_map_file = format!("{}_aux.bin", prefix);
+//
+//        self.edge_vec.dump_mmap(&edges_prefix)?;
+//        if let Some(ref in_edges) = self.in_edge_vec {
+//            in_edges.dump_mmap(&in_edges_prefix)?;
+//        }
+//
+//        if let Some(ref labels) = self.labels {
+//            unsafe {
+//                dump(labels, ::std::fs::File::create(label_file)?)?;
+//            }
+//        }
+//
+//        let aux_file = StaticGraphMmapAux::new(
+//            self.num_nodes,
+//            self.num_edges,
+//            self.node_label_map.clone(),
+//            self.edge_label_map.clone(),
+//        );
+//
+//        Serializer::export(&aux_file, &aux_map_file)?;
+//
+//        Ok(())
+//    }
+//}
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> GraphTrait<Id, L>
     for TypedStaticGraph<Id, NL, EL, Ty, L>
diff --git a/src/graph_impl/static_graph/mod.rs b/src/graph_impl/static_graph/mod.rs
index 6c202fd7..dff72575 100644
--- a/src/graph_impl/static_graph/mod.rs
+++ b/src/graph_impl/static_graph/mod.rs
@@ -20,7 +20,7 @@
  */
 pub mod edge_vec;
 pub mod graph;
-pub mod mmap;
+//pub mod mmap;
 pub mod node;
 pub mod static_edge_iter;
 
diff --git a/src/lib.rs b/src/lib.rs
index 2f73abb0..c05a5a93 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -46,7 +46,7 @@ pub mod map;
 pub mod prelude;
 
 pub use graph_impl::{
-    DiGraphMap, DiStaticGraph, GraphMap, StaticGraph, StaticGraphMmap, UnGraphMap, UnStaticGraph,
+    DiGraphMap, DiStaticGraph, GraphMap, StaticGraph, UnGraphMap, UnStaticGraph,// StaticGraphMmap
 };
 
 pub static VERSION: &str = env!("CARGO_PKG_VERSION");
diff --git a/tests/static_graph.rs b/tests/static_graph.rs
index 0590c658..8386d41a 100644
--- a/tests/static_graph.rs
+++ b/tests/static_graph.rs
@@ -25,7 +25,7 @@ extern crate tempfile;
 use tempfile::TempDir;
 
 use rust_graph::generic::DefaultId;
-use rust_graph::graph_impl::static_graph::mmap::EdgeVecMmap;
+//use rust_graph::graph_impl::static_graph::mmap::EdgeVecMmap;
 use rust_graph::graph_impl::static_graph::EdgeVecTrait;
 use rust_graph::graph_impl::static_graph::StaticNode;
 use rust_graph::graph_impl::Edge;
@@ -171,58 +171,58 @@ fn test_clone() {
     assert_eq!(g, g.clone());
 }
 
-#[test]
-fn test_edge_vec_mmap() {
-    let offsets = vec![0, 3, 5, 8, 10];
-    let edges = vec![1, 2, 3, 0, 2, 0, 1, 3, 0, 2];
-
-    let tmp_dir = TempDir::new().unwrap();
-    let tmp_dir_path = tmp_dir.path();
-    let prefix = tmp_dir_path.join("edgevec").to_str().unwrap().to_owned();
-
-    let edgevec = EdgeVec::<DefaultId>::new(offsets, edges);
-    edgevec.dump_mmap(&prefix).expect("Dump edgevec error");
-
-    let edgevec_mmap = EdgeVecMmap::<DefaultId, DefaultId>::new(&prefix);
-
-    assert_eq!(edgevec.num_nodes(), edgevec_mmap.num_nodes());
-    for node in 0..edgevec.num_nodes() as DefaultId {
-        assert_eq!(edgevec.neighbors(node), edgevec_mmap.neighbors(node))
-    }
-    for node in 0..edgevec.num_nodes() as DefaultId {
-        for &nbr in edgevec_mmap.neighbors(node) {
-            assert!(edgevec_mmap.find_edge_label_id(node, nbr).is_none());
-        }
-    }
-}
-
-#[test]
-fn test_edge_vec_mmap_label() {
-    let offsets = vec![0, 3, 5, 8, 10];
-    let edges = vec![1, 2, 3, 0, 2, 0, 1, 3, 0, 2];
-    let labels = vec![0, 4, 3, 0, 1, 4, 1, 2, 3, 2];
-
-    let tmp_dir = TempDir::new().unwrap();
-    let tmp_dir_path = tmp_dir.path();
-    let prefix = tmp_dir_path.join("edgevecl").to_str().unwrap().to_owned();
-
-    let edgevec = EdgeVec::<DefaultId>::with_labels(offsets, edges, labels);
-    edgevec.dump_mmap(&prefix).expect("Dump edgevec error");
-
-    let edgevec_mmap = EdgeVecMmap::<DefaultId, DefaultId>::new(&prefix);
-
-    assert_eq!(edgevec.num_nodes(), edgevec_mmap.num_nodes());
-    for node in 0..edgevec.num_nodes() as DefaultId {
-        assert_eq!(edgevec.neighbors(node), edgevec_mmap.neighbors(node))
-    }
-
-    let expected_label = [[0, 0, 4, 3], [0, 0, 1, 0], [4, 1, 0, 2], [3, 0, 2, 0]];
-    for node in 0..edgevec_mmap.num_nodes() as DefaultId {
-        for &nbr in edgevec_mmap.neighbors(node) {
-            assert_eq!(
-                *edgevec_mmap.find_edge_label_id(node, nbr).unwrap(),
-                expected_label[node.id()][nbr.id()]
-            );
-        }
-    }
-}
+//#[test]
+//fn test_edge_vec_mmap() {
+//    let offsets = vec![0, 3, 5, 8, 10];
+//    let edges = vec![1, 2, 3, 0, 2, 0, 1, 3, 0, 2];
+//
+//    let tmp_dir = TempDir::new().unwrap();
+//    let tmp_dir_path = tmp_dir.path();
+//    let prefix = tmp_dir_path.join("edgevec").to_str().unwrap().to_owned();
+//
+//    let edgevec = EdgeVec::<DefaultId>::new(offsets, edges);
+//    edgevec.dump_mmap(&prefix).expect("Dump edgevec error");
+//
+//    let edgevec_mmap = EdgeVecMmap::<DefaultId, DefaultId>::new(&prefix);
+//
+//    assert_eq!(edgevec.num_nodes(), edgevec_mmap.num_nodes());
+//    for node in 0..edgevec.num_nodes() as DefaultId {
+//        assert_eq!(edgevec.neighbors(node), edgevec_mmap.neighbors(node))
+//    }
+//    for node in 0..edgevec.num_nodes() as DefaultId {
+//        for &nbr in edgevec_mmap.neighbors(node) {
+//            assert!(edgevec_mmap.find_edge_label_id(node, nbr).is_none());
+//        }
+//    }
+//}
+
+//#[test]
+//fn test_edge_vec_mmap_label() {
+//    let offsets = vec![0, 3, 5, 8, 10];
+//    let edges = vec![1, 2, 3, 0, 2, 0, 1, 3, 0, 2];
+//    let labels = vec![0, 4, 3, 0, 1, 4, 1, 2, 3, 2];
+//
+//    let tmp_dir = TempDir::new().unwrap();
+//    let tmp_dir_path = tmp_dir.path();
+//    let prefix = tmp_dir_path.join("edgevecl").to_str().unwrap().to_owned();
+//
+//    let edgevec = EdgeVec::<DefaultId>::with_labels(offsets, edges, labels);
+//    edgevec.dump_mmap(&prefix).expect("Dump edgevec error");
+//
+//    let edgevec_mmap = EdgeVecMmap::<DefaultId, DefaultId>::new(&prefix);
+//
+//    assert_eq!(edgevec.num_nodes(), edgevec_mmap.num_nodes());
+//    for node in 0..edgevec.num_nodes() as DefaultId {
+//        assert_eq!(edgevec.neighbors(node), edgevec_mmap.neighbors(node))
+//    }
+//
+//    let expected_label = [[0, 0, 4, 3], [0, 0, 1, 0], [4, 1, 0, 2], [3, 0, 2, 0]];
+//    for node in 0..edgevec_mmap.num_nodes() as DefaultId {
+//        for &nbr in edgevec_mmap.neighbors(node) {
+//            assert_eq!(
+//                *edgevec_mmap.find_edge_label_id(node, nbr).unwrap(),
+//                expected_label[node.id()][nbr.id()]
+//            );
+//        }
+//    }
+//}

From 11fdc427dcc63e2ae54592bb13f99b2b82d7ffa3 Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Wed, 3 Apr 2019 15:55:49 +1100
Subject: [PATCH 130/391] rustfmt

---
 examples/static_to_mmap.rs              | 58 ++++++++++++-------------
 src/graph_impl/static_graph/edge_vec.rs | 55 +++++++++++------------
 src/lib.rs                              |  7 ++-
 3 files changed, 61 insertions(+), 59 deletions(-)

diff --git a/examples/static_to_mmap.rs b/examples/static_to_mmap.rs
index a0d8e8ac..7c0d8bc6 100644
--- a/examples/static_to_mmap.rs
+++ b/examples/static_to_mmap.rs
@@ -26,33 +26,33 @@ use rust_graph::graph_impl::{DiStaticGraph, UnStaticGraph};
 use rust_graph::io::serde::Deserialize;
 
 fn main() {
-//    let matches = App::new("StaticGraph to MMap")
-//        .arg(
-//            Arg::with_name("graph")
-//                .short("g")
-//                .long("graph")
-//                .required(true)
-//                .takes_value(true),
-//        )
-//        .arg(Arg::with_name("directed").short("d").long("directed"))
-//        .arg(
-//            Arg::with_name("output")
-//                .short("o")
-//                .long("output")
-//                .required(true)
-//                .takes_value(true),
-//        )
-//        .get_matches();
-//
-//    let graph = matches.value_of("graph").unwrap();
-//    let output = matches.value_of("output").unwrap();
-//    let is_directed = matches.is_present("directed");
-//
-//    if !is_directed {
-//        let graph = UnStaticGraph::<u32>::import(graph).unwrap();
-//        graph.dump_mmap(output).expect("Dump graph error");
-//    } else {
-//        let graph = DiStaticGraph::<u32>::import(graph).unwrap();
-//        graph.dump_mmap(output).expect("Dump graph error");
-//    }
+    //    let matches = App::new("StaticGraph to MMap")
+    //        .arg(
+    //            Arg::with_name("graph")
+    //                .short("g")
+    //                .long("graph")
+    //                .required(true)
+    //                .takes_value(true),
+    //        )
+    //        .arg(Arg::with_name("directed").short("d").long("directed"))
+    //        .arg(
+    //            Arg::with_name("output")
+    //                .short("o")
+    //                .long("output")
+    //                .required(true)
+    //                .takes_value(true),
+    //        )
+    //        .get_matches();
+    //
+    //    let graph = matches.value_of("graph").unwrap();
+    //    let output = matches.value_of("output").unwrap();
+    //    let is_directed = matches.is_present("directed");
+    //
+    //    if !is_directed {
+    //        let graph = UnStaticGraph::<u32>::import(graph).unwrap();
+    //        graph.dump_mmap(output).expect("Dump graph error");
+    //    } else {
+    //        let graph = DiStaticGraph::<u32>::import(graph).unwrap();
+    //        graph.dump_mmap(output).expect("Dump graph error");
+    //    }
 }
diff --git a/src/graph_impl/static_graph/edge_vec.rs b/src/graph_impl/static_graph/edge_vec.rs
index 2f6d2c52..5ab4ad52 100644
--- a/src/graph_impl/static_graph/edge_vec.rs
+++ b/src/graph_impl/static_graph/edge_vec.rs
@@ -55,7 +55,6 @@ impl From<Vec<usize>> for OffsetIndex {
     }
 }
 
-
 impl OffsetIndex {
     pub fn new() -> Self {
         Self {
@@ -75,7 +74,7 @@ impl OffsetIndex {
         self.base_level.len()
     }
 
-    pub fn clear(&mut self){
+    pub fn clear(&mut self) {
         self.base_level.clear();
         self.second_level.clear();
     }
@@ -128,22 +127,21 @@ impl OffsetIndex {
         self.base_level.push(u32_part);
     }
 
-    pub fn shrink_to_fit(&mut self){
+    pub fn shrink_to_fit(&mut self) {
         self.base_level.shrink_to_fit();
         self.second_level.shrink_to_fit();
     }
 
-    fn extend<T: IntoIterator<Item=usize>>(&mut self, iter: T){
-        for elem in iter.into_iter(){
+    fn extend<T: IntoIterator<Item = usize>>(&mut self, iter: T) {
+        for elem in iter.into_iter() {
             self.push(elem);
         }
     }
 
-    pub fn iter(&self)->Iter<usize>{
+    pub fn iter(&self) -> Iter<usize> {
         let len = self.len();
         Iter::new(Box::new((0..len).map(move |i| self.index(i))))
     }
-
 }
 
 /// With the node indexed from 0 .. num_nodes - 1, we can maintain the edges in a compact way,
@@ -184,7 +182,7 @@ pub trait EdgeVecTrait<Id: IdType, L: IdType> {
             return &[];
         }
         let start = self.get_offsets().index(node.id());
-        let end = self.get_offsets().index(node.id()+1);
+        let end = self.get_offsets().index(node.id() + 1);
 
         &self.get_edges()[start..end]
     }
@@ -197,7 +195,7 @@ pub trait EdgeVecTrait<Id: IdType, L: IdType> {
             return 0;
         }
         let start = self.get_offsets().index(node.id());
-        let end = self.get_offsets().index(node.id()+1);
+        let end = self.get_offsets().index(node.id() + 1);
 
         end - start
     }
@@ -293,23 +291,23 @@ impl<Id: IdType, L: IdType> EdgeVec<Id, L> {
         }
     }
 
-//    /// Dump self to bytearray in order to be deserialised as `EdgeVecMmap`.
-//    pub fn dump_mmap(&self, prefix: &str) -> Result<()> {
-//        let offsets_file = format!("{}.offsets", prefix);
-//        let edges_file = format!("{}.edges", prefix);
-//        let labels_file = format!("{}.labels", prefix);
-//
-//        unsafe {
-//            dump(self.get_offsets(), File::create(offsets_file)?)?;
-//            dump(self.get_edges(), File::create(edges_file)?)?;
-//
-//            if !self.get_labels().is_empty() {
-//                dump(self.get_labels(), File::create(labels_file)?)
-//            } else {
-//                Ok(())
-//            }
-//        }
-//    }
+    //    /// Dump self to bytearray in order to be deserialised as `EdgeVecMmap`.
+    //    pub fn dump_mmap(&self, prefix: &str) -> Result<()> {
+    //        let offsets_file = format!("{}.offsets", prefix);
+    //        let edges_file = format!("{}.edges", prefix);
+    //        let labels_file = format!("{}.labels", prefix);
+    //
+    //        unsafe {
+    //            dump(self.get_offsets(), File::create(offsets_file)?)?;
+    //            dump(self.get_edges(), File::create(edges_file)?)?;
+    //
+    //            if !self.get_labels().is_empty() {
+    //                dump(self.get_labels(), File::create(labels_file)?)
+    //            } else {
+    //                Ok(())
+    //            }
+    //        }
+    //    }
 }
 
 impl<Id: IdType, L: IdType> EdgeVecTrait<Id, L> for EdgeVec<Id, L> {
@@ -338,7 +336,6 @@ impl<Id: IdType, L: IdType> Default for EdgeVec<Id, L> {
     }
 }
 
-
 /// Add two `EdgeVec`s following the rules:
 /// * The `edges` will be the merged vector, duplication will be removed.
 /// * The `labels` if some, will be the merged vector. We assume that the label is the same
@@ -376,8 +373,8 @@ impl<Id: IdType, L: IdType> Add for EdgeVec<Id, L> {
         offsets.push(0);
 
         for node in 0..s_num_nodes {
-            let (s1, e1) = (smaller.offsets.index(node), smaller.offsets.index(node+1));
-            let (s2, e2) = (larger.offsets.index(node), larger.offsets.index(node+1));
+            let (s1, e1) = (smaller.offsets.index(node), smaller.offsets.index(node + 1));
+            let (s2, e2) = (larger.offsets.index(node), larger.offsets.index(node + 1));
             let mut num_nbrs = 0;
 
             if smaller.labels.is_none() {
diff --git a/src/lib.rs b/src/lib.rs
index c05a5a93..f1518fdd 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -46,7 +46,12 @@ pub mod map;
 pub mod prelude;
 
 pub use graph_impl::{
-    DiGraphMap, DiStaticGraph, GraphMap, StaticGraph, UnGraphMap, UnStaticGraph,// StaticGraphMmap
+    DiGraphMap,
+    DiStaticGraph,
+    GraphMap,
+    StaticGraph,
+    UnGraphMap,
+    UnStaticGraph, // StaticGraphMmap
 };
 
 pub static VERSION: &str = env!("CARGO_PKG_VERSION");

From 228e764ed1fc3897b28173a7eec6b5b9039c1f9e Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Wed, 3 Apr 2019 16:00:04 +1100
Subject: [PATCH 131/391] use OffsetIndex in GraphVec::into_static

---
 src/graph_impl/graph_vec/mod.rs         | 5 +++--
 src/graph_impl/static_graph/edge_vec.rs | 8 ++++++++
 2 files changed, 11 insertions(+), 2 deletions(-)

diff --git a/src/graph_impl/graph_vec/mod.rs b/src/graph_impl/graph_vec/mod.rs
index d8b95b37..78b31cfb 100644
--- a/src/graph_impl/graph_vec/mod.rs
+++ b/src/graph_impl/graph_vec/mod.rs
@@ -25,6 +25,7 @@ use generic::{DefaultId, GraphType, IdType, MutMapTrait};
 use graph_impl::static_graph::edge_vec::EdgeVecTrait;
 use graph_impl::{EdgeVec, TypedStaticGraph};
 use map::SetMap;
+use graph_impl::static_graph::edge_vec::OffsetIndex;
 
 pub type GraphVec<NL, EL = NL, L = DefaultId> = TypedGraphVec<DefaultId, NL, EL, L>;
 
@@ -223,7 +224,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
         graph.sort_unstable();
         graph.dedup_by_key(|&mut (e, _)| e);
 
-        let mut offsets = Vec::new();
+        let mut offsets = OffsetIndex::new();
         let mut edges = Vec::new();
         let mut labels = if has_edge_label {
             Some(Vec::new())
@@ -264,7 +265,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
             }
         }
 
-        EdgeVec::from_raw(offsets, edges, labels)
+        EdgeVec::from_raw_index(offsets, edges, labels)
     }
 
     fn get_in_edge_vec<OL: IdType>(mut graph: Vec<(Id, Id)>, max_node_id: Id) -> EdgeVec<Id, OL> {
diff --git a/src/graph_impl/static_graph/edge_vec.rs b/src/graph_impl/static_graph/edge_vec.rs
index 5ab4ad52..307f5f9a 100644
--- a/src/graph_impl/static_graph/edge_vec.rs
+++ b/src/graph_impl/static_graph/edge_vec.rs
@@ -271,6 +271,14 @@ impl<Id: IdType, L: IdType> EdgeVec<Id, L> {
         }
     }
 
+    pub fn from_raw_index(offsets: OffsetIndex, edges: Vec<Id>, labels: Option<Vec<L>>) -> Self {
+        EdgeVec {
+            offsets,
+            edges,
+            labels,
+        }
+    }
+
     pub fn remove_labels(&mut self) {
         self.labels = None;
     }

From d75c455df0b21ff5b663a009fd76010d56839aa2 Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Wed, 3 Apr 2019 16:00:24 +1100
Subject: [PATCH 132/391] cargo fmt

---
 src/graph_impl/graph_vec/mod.rs | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/graph_impl/graph_vec/mod.rs b/src/graph_impl/graph_vec/mod.rs
index 78b31cfb..ab94888f 100644
--- a/src/graph_impl/graph_vec/mod.rs
+++ b/src/graph_impl/graph_vec/mod.rs
@@ -23,9 +23,9 @@ use std::hash::Hash;
 
 use generic::{DefaultId, GraphType, IdType, MutMapTrait};
 use graph_impl::static_graph::edge_vec::EdgeVecTrait;
+use graph_impl::static_graph::edge_vec::OffsetIndex;
 use graph_impl::{EdgeVec, TypedStaticGraph};
 use map::SetMap;
-use graph_impl::static_graph::edge_vec::OffsetIndex;
 
 pub type GraphVec<NL, EL = NL, L = DefaultId> = TypedGraphVec<DefaultId, NL, EL, L>;
 

From 445b6f10b031c78afeccfb7820ad9d8833126e23 Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Tue, 9 Apr 2019 15:25:35 +1000
Subject: [PATCH 133/391] use hashbrown

---
 Cargo.toml                        |  3 +--
 src/algorithm/conn_comp.rs        |  2 +-
 src/graph_impl/graph_map/graph.rs | 14 +++++++-------
 src/io/ldbc/node.rs               |  2 +-
 src/io/ldbc/relation.rs           |  2 +-
 src/io/ldbc/scheme.rs             |  2 +-
 src/lib.rs                        |  2 +-
 7 files changed, 13 insertions(+), 14 deletions(-)

diff --git a/Cargo.toml b/Cargo.toml
index 69b3c494..9782cf0d 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -21,9 +21,8 @@ log = "0.4"
 csv = "1"
 counter = "0.4.3"
 regex = {version = "1", optional = true }
-fnv = "1.0.6"
 fixedbitset = "0.1.9"
-
+hashbrown = {version = "0.1.8", features = ["serde"] }
 
 [dev-dependencies]
 tempfile = "3.0.4"
diff --git a/src/algorithm/conn_comp.rs b/src/algorithm/conn_comp.rs
index e3347507..0caac1aa 100644
--- a/src/algorithm/conn_comp.rs
+++ b/src/algorithm/conn_comp.rs
@@ -18,9 +18,9 @@
  * specific language governing permissions and limitations
  * under the License.
  */
+use hashbrown::HashMap;
 use std::cell::RefMut;
 use std::cell::{Ref, RefCell};
-use std::collections::HashMap;
 use std::hash::Hash;
 
 use prelude::*;
diff --git a/src/graph_impl/graph_map/graph.rs b/src/graph_impl/graph_map/graph.rs
index 3a73a6aa..3b714eef 100644
--- a/src/graph_impl/graph_map/graph.rs
+++ b/src/graph_impl/graph_map/graph.rs
@@ -19,12 +19,12 @@
  * under the License.
  */
 use std::borrow::Cow;
-use std::collections::{BTreeMap, BTreeSet, HashMap};
+use std::collections::{BTreeMap, BTreeSet};
 use std::hash::{Hash, Hasher};
 use std::marker::PhantomData;
 use std::mem;
 
-use fnv::{FnvBuildHasher, FnvHashMap};
+use hashbrown::HashMap;
 use itertools::Itertools;
 use serde;
 
@@ -73,7 +73,7 @@ pub fn new_general_graphmap<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq +
 #[derive(Debug, Clone, Serialize, Deserialize)]
 pub struct TypedGraphMap<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType = Id> {
     /// A map <node_id:node>.
-    node_map: FnvHashMap<Id, NodeMap<Id, L>>,
+    node_map: HashMap<Id, NodeMap<Id, L>>,
     /// Num of edges.
     num_of_edges: usize,
     /// A map of node labels.
@@ -167,7 +167,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
     /// Constructs a new graph.
     pub fn new() -> Self {
         TypedGraphMap {
-            node_map: FnvHashMap::<Id, NodeMap<Id, L>>::default(),
+            node_map: HashMap::new(),
             num_of_edges: 0,
             node_label_map: SetMap::new(),
             edge_label_map: SetMap::new(),
@@ -178,7 +178,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
 
     pub fn with_capacity(nodes: usize, node_labels: usize, edge_labels: usize) -> Self {
         TypedGraphMap {
-            node_map: HashMap::with_capacity_and_hasher(nodes, FnvBuildHasher::default()),
+            node_map: HashMap::with_capacity(nodes),
             num_of_edges: 0,
             node_label_map: SetMap::with_capacity(node_labels),
             edge_label_map: SetMap::with_capacity(edge_labels),
@@ -214,7 +214,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
     /// ```
     pub fn with_label_map(node_label_map: SetMap<NL>, edge_label_map: SetMap<EL>) -> Self {
         TypedGraphMap {
-            node_map: FnvHashMap::default(),
+            node_map: HashMap::new(),
             num_of_edges: 0,
             node_label_map,
             edge_label_map,
@@ -748,7 +748,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
 
         let num_of_edges = self.edge_count();
 
-        let mut new_node_map = FnvHashMap::default();
+        let mut new_node_map = HashMap::new();
 
         for (_, node) in self.node_map {
             let new_node_id = if let Some(ref map) = node_id_map {
diff --git a/src/io/ldbc/node.rs b/src/io/ldbc/node.rs
index f1fb1ae5..76317df8 100644
--- a/src/io/ldbc/node.rs
+++ b/src/io/ldbc/node.rs
@@ -18,10 +18,10 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-use std::collections::HashMap;
 use std::path::PathBuf;
 
 use csv::StringRecord;
+use hashbrown::HashMap;
 use regex::Regex;
 
 use generic::{GraphTrait, GraphType, IdType, MutGraphTrait};
diff --git a/src/io/ldbc/relation.rs b/src/io/ldbc/relation.rs
index d419e2ac..adf80665 100644
--- a/src/io/ldbc/relation.rs
+++ b/src/io/ldbc/relation.rs
@@ -18,10 +18,10 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-use std::collections::HashMap;
 use std::path::PathBuf;
 
 use csv::StringRecord;
+use hashbrown::HashMap;
 use regex::Regex;
 
 use generic::{GraphTrait, GraphType, IdType, MutGraphTrait};
diff --git a/src/io/ldbc/scheme.rs b/src/io/ldbc/scheme.rs
index 6d79ff39..3ead643b 100644
--- a/src/io/ldbc/scheme.rs
+++ b/src/io/ldbc/scheme.rs
@@ -18,13 +18,13 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-use std::collections::HashMap;
 use std::fs;
 use std::io::Result;
 use std::path::Path;
 
 use generic::{GraphType, IdType};
 use graph_impl::graph_map::TypedGraphMap;
+use hashbrown::HashMap;
 use io::ldbc::node::Node;
 use io::ldbc::relation::Relation;
 
diff --git a/src/lib.rs b/src/lib.rs
index 2f73abb0..abcf33cb 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -22,7 +22,7 @@ extern crate bincode;
 extern crate counter;
 extern crate csv;
 extern crate fixedbitset;
-extern crate fnv;
+extern crate hashbrown;
 extern crate indexmap;
 extern crate itertools;
 extern crate rand;

From 53befc167f5a0df4de86d61ff6f855d70149518d Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Tue, 9 Apr 2019 17:01:06 +1000
Subject: [PATCH 134/391] use rayon

---
 Cargo.toml                      |  1 +
 src/graph_impl/graph_vec/mod.rs | 35 +++++++++++++++++++++------------
 src/lib.rs                      |  1 +
 3 files changed, 24 insertions(+), 13 deletions(-)

diff --git a/Cargo.toml b/Cargo.toml
index 9782cf0d..98d18e88 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -23,6 +23,7 @@ counter = "0.4.3"
 regex = {version = "1", optional = true }
 fixedbitset = "0.1.9"
 hashbrown = {version = "0.1.8", features = ["serde"] }
+rayon = "1.0.3"
 
 [dev-dependencies]
 tempfile = "3.0.4"
diff --git a/src/graph_impl/graph_vec/mod.rs b/src/graph_impl/graph_vec/mod.rs
index c7d4ed93..61bf2904 100644
--- a/src/graph_impl/graph_vec/mod.rs
+++ b/src/graph_impl/graph_vec/mod.rs
@@ -18,20 +18,22 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-
-use std::collections::BTreeMap;
 use std::hash::Hash;
 
+use hashbrown::HashMap;
+use rayon::prelude::*;
+
 use generic::{DefaultId, GraphType, IdType, MutMapTrait};
 use graph_impl::static_graph::edge_vec::EdgeVecTrait;
 use graph_impl::{EdgeVec, TypedStaticGraph};
+use itertools::Itertools;
 use map::SetMap;
 
 pub type GraphVec<NL, EL = NL, L = DefaultId> = TypedGraphVec<DefaultId, NL, EL, L>;
 
 #[derive(Debug, Clone, Serialize, Deserialize)]
 pub struct TypedGraphVec<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType = Id> {
-    nodes: BTreeMap<Id, L>,
+    nodes: HashMap<Id, L>,
     edges: Vec<((Id, Id), L)>,
     in_edges: Vec<(Id, Id)>,
     node_label_map: SetMap<NL>,
@@ -45,7 +47,7 @@ pub struct TypedGraphVec<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType = I
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL, EL, L> {
     pub fn new() -> Self {
         TypedGraphVec {
-            nodes: BTreeMap::new(),
+            nodes: HashMap::new(),
             edges: Vec::new(),
             in_edges: Vec::new(),
             node_label_map: SetMap::new(),
@@ -57,9 +59,9 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
         }
     }
 
-    pub fn with_capacity(edges: usize) -> Self {
+    pub fn with_capacity(nodes: usize, edges: usize) -> Self {
         TypedGraphVec {
-            nodes: BTreeMap::new(),
+            nodes: HashMap::with_capacity(nodes),
             edges: Vec::with_capacity(edges),
             in_edges: Vec::new(),
             node_label_map: SetMap::new(),
@@ -73,7 +75,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
 
     pub fn with_label_map(node_label_map: SetMap<NL>, edge_label_map: SetMap<EL>) -> Self {
         TypedGraphVec {
-            nodes: BTreeMap::new(),
+            nodes: HashMap::new(),
             edges: Vec::new(),
             in_edges: Vec::new(),
             node_label_map,
@@ -179,16 +181,19 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
     }
 
     fn get_node_labels<OL: IdType>(
-        nodes: BTreeMap<Id, L>,
+        nodes: HashMap<Id, L>,
         max_node_id: Id,
         has_node_label: bool,
     ) -> Option<Vec<OL>> {
         if !has_node_label {
             return None;
         }
-        //
-        //        nodes.sort_unstable();
-        //        nodes.dedup_by_key(|&mut (i, _)| i);
+        let mut nodes = nodes.into_iter().collect_vec();
+
+        // TODO
+        nodes.par_sort_unstable();
+
+        nodes.dedup_by_key(|&mut (i, _)| i);
 
         let mut labels = Vec::new();
         let mut current = Id::new(0);
@@ -221,7 +226,9 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
         max_node_id: Id,
         has_edge_label: bool,
     ) -> EdgeVec<Id, OL> {
-        graph.sort_unstable();
+        // TODO
+        graph.par_sort_unstable();
+
         graph.dedup_by_key(|&mut (e, _)| e);
 
         let mut offsets = Vec::new();
@@ -269,7 +276,9 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
     }
 
     fn get_in_edge_vec<OL: IdType>(mut graph: Vec<(Id, Id)>, max_node_id: Id) -> EdgeVec<Id, OL> {
-        graph.sort_unstable();
+        // TODO
+        graph.par_sort_unstable();
+
         graph.dedup();
 
         let mut offsets = Vec::new();
diff --git a/src/lib.rs b/src/lib.rs
index abcf33cb..b90f9b77 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -26,6 +26,7 @@ extern crate hashbrown;
 extern crate indexmap;
 extern crate itertools;
 extern crate rand;
+extern crate rayon;
 extern crate serde;
 
 #[macro_use]

From 43954506ac5c8905c302d37030ae91826a105217 Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Wed, 10 Apr 2019 14:40:50 +1000
Subject: [PATCH 135/391] fix typo

---
 src/graph_impl/mod.rs | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/graph_impl/mod.rs b/src/graph_impl/mod.rs
index ac313057..012566dc 100644
--- a/src/graph_impl/mod.rs
+++ b/src/graph_impl/mod.rs
@@ -37,7 +37,7 @@ pub use graph_impl::static_graph::{
 pub enum GraphImpl {
     GraphMap,
     StaticGraph,
-    StaicGraphMmap,
+    StaticGraphMmap,
 }
 
 impl ::std::str::FromStr for GraphImpl {
@@ -47,7 +47,7 @@ impl ::std::str::FromStr for GraphImpl {
         match s.as_ref() {
             "graphmap" => Ok(GraphImpl::GraphMap),
             "staticgraph" => Ok(GraphImpl::StaticGraph),
-            "staticgraphmmap" => Ok(GraphImpl::StaicGraphMmap),
+            "staticgraphmmap" => Ok(GraphImpl::StaticGraphMmap),
             _other => Err(format!("Unsupported implementation {:?}", _other)),
         }
     }

From 9f4d06385858cd5451f2a738bf7e6557ca10d9c9 Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Wed, 10 Apr 2019 19:59:07 +1000
Subject: [PATCH 136/391] update hashbrown

---
 Cargo.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Cargo.toml b/Cargo.toml
index 98d18e88..a727d781 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -22,7 +22,7 @@ csv = "1"
 counter = "0.4.3"
 regex = {version = "1", optional = true }
 fixedbitset = "0.1.9"
-hashbrown = {version = "0.1.8", features = ["serde"] }
+hashbrown = {version = "0.2.0", features = ["serde"] }
 rayon = "1.0.3"
 
 [dev-dependencies]

From dac2c2205b3cbb2f2f9a6fa0ef38e7b36a9ef158 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Thu, 11 Apr 2019 22:34:17 +1000
Subject: [PATCH 137/391] Changed the return type of parse_property_tree

---
 src/property/mod.rs             |  1 +
 src/property/property_parser.rs | 27 +++++++++++++++++++++++++--
 tests/cypher_tree/4.txt         | 10 +++++-----
 tests/property_parser.rs        | 11 +++++++++--
 4 files changed, 40 insertions(+), 9 deletions(-)

diff --git a/src/property/mod.rs b/src/property/mod.rs
index 7e70bf31..a3870d26 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -26,6 +26,7 @@ pub mod property_parser;
 pub use property::cached_property::CachedProperty;
 pub use property::sled_property::SledProperty;
 pub use property::property_parser::parse_property;
+pub use property::property_parser::parse_property_tree;
 
 use generic::IdType;
 use json::JsonValue;
diff --git a/src/property/property_parser.rs b/src/property/property_parser.rs
index f6a486c1..807777cb 100644
--- a/src/property/property_parser.rs
+++ b/src/property/property_parser.rs
@@ -26,11 +26,34 @@ use std::collections::HashMap;
 use property::filter::empty_expression;
 use std::time::Instant;
 
-pub fn parse_property_tree(cypher_tree: Vec<String>) -> HashMap<String, Box<Expression>> {
+pub fn parse_property_tree(cypher_tree: Vec<String>) -> (HashMap<usize, Box<Expression>>, HashMap<(usize, usize), Box<Expression>>) {
     if cypher_tree.len() == 0 {
         panic!("The given cypher tree is empty");
     }
-    parse_property(cypher_tree.iter().map(|s| &**s).collect())
+    let all_property = parse_property(cypher_tree.iter().map(|s| &**s).collect());
+    let mut node_count = 0usize;
+    for line in cypher_tree {
+        if line.contains("node pattern") {
+            node_count += 1;
+        }
+    }
+
+    let mut node_property = HashMap::new();
+    let mut edge_property = HashMap::new();
+
+    for key in all_property.keys() {
+        let id: usize = key.parse::<usize>().unwrap();
+        if id < node_count {
+            node_property.insert(id, all_property[key].clone());
+        } else {
+            let dst = id % node_count;
+            let src = (id - dst) / node_count - 1;
+            edge_property.insert((src, dst), all_property[key].clone());
+        }
+    }
+
+    (node_property, edge_property)
+
 }
 
 
diff --git a/tests/cypher_tree/4.txt b/tests/cypher_tree/4.txt
index 86e86502..41825892 100644
--- a/tests/cypher_tree/4.txt
+++ b/tests/cypher_tree/4.txt
@@ -4,19 +4,19 @@
  @3   6..17  > > > pattern           paths=[@4]
  @4   6..17  > > > > pattern path    (@5)-[@7]-(@9)
  @5   6..9   > > > > > node pattern  (@6)
- @6   7..8   > > > > > > identifier  `a`
+ @6   7..8   > > > > > > identifier  `0`
  @7   9..14  > > > > > rel pattern   -[@8]-
- @8  11..12  > > > > > > identifier  `b`
+ @8  11..12  > > > > > > identifier  `3`
  @9  14..17  > > > > > node pattern  (@10)
-@10  15..16  > > > > > > identifier  `c`
+@10  15..16  > > > > > > identifier  `1`
 @11  24..48  > > > binary operator   @12 AND @17
 @12  24..35  > > > > comparison      @13 > @16
 @13  24..30  > > > > > property      @14.@15
-@14  24..25  > > > > > > identifier  `a`
+@14  24..25  > > > > > > identifier  `0`
 @15  26..29  > > > > > > prop name   `age`
 @16  32..34  > > > > > integer       10
 @17  39..48  > > > > comparison      @18 < @21
 @18  39..45  > > > > > property      @19.@20
-@19  39..40  > > > > > > identifier  `b`
+@19  39..40  > > > > > > identifier  `3`
 @20  41..44  > > > > > > prop name   `age`
 @21  47..48  > > > > > integer       5
\ No newline at end of file
diff --git a/tests/property_parser.rs b/tests/property_parser.rs
index 638b3a2a..2ff75951 100644
--- a/tests/property_parser.rs
+++ b/tests/property_parser.rs
@@ -28,6 +28,7 @@ use std::path::Path;
 use rust_graph::property::*;
 use rust_graph::property::filter::*;
 use rust_graph::property::parse_property;
+use rust_graph::property::parse_property_tree;
 
 use json::JsonValue;
 use json::number::Number;
@@ -45,14 +46,20 @@ use std::io::BufReader;
 #[test]
 fn test_cypher_two_vars() {
     // match (a)-[b]-(c) where a.age > 10 and b.age < 5;
+    // match (0)-[3]-(1) where 0.age > 10 and 3.age < 5;
+
+    let result = lines_from_file("/Users/hao/RustProject/rust_graph_lib/tests/cypher_tree/4.txt");
+
+    let (node_property, edge_property) = parse_property_tree(result.clone());
+    println!("{:?}", node_property.keys());
+    println!("{:?}", edge_property.keys());
 
-    let result = lines_from_file("/Users/mengmeng/RustProject/rust_graph_lib/tests/cypher_tree/4.txt");
     let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_sled_property();
     let mut node_cache = HashNodeCache::new();
-    let mut property_filter = NodeFilter::from_cache(exp["a"].as_ref(), &mut node_cache);
+    let mut property_filter = NodeFilter::from_cache(exp["0"].as_ref(), &mut node_cache);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_filter.pre_fetch(&vec, &property_graph);
 

From 2cda3bfa1fdd89c49f14ed340c76c7b611c0e4f0 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Fri, 12 Apr 2019 00:50:42 +1000
Subject: [PATCH 138/391] Add key to be printed out

---
 src/property/property_parser.rs | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/src/property/property_parser.rs b/src/property/property_parser.rs
index 807777cb..ecd3f2c2 100644
--- a/src/property/property_parser.rs
+++ b/src/property/property_parser.rs
@@ -27,6 +27,7 @@ use property::filter::empty_expression;
 use std::time::Instant;
 
 pub fn parse_property_tree(cypher_tree: Vec<String>) -> (HashMap<usize, Box<Expression>>, HashMap<(usize, usize), Box<Expression>>) {
+    // edge_id = (dst_id + 1) * count("node pattern") + (src_id)
     if cypher_tree.len() == 0 {
         panic!("The given cypher tree is empty");
     }
@@ -42,6 +43,7 @@ pub fn parse_property_tree(cypher_tree: Vec<String>) -> (HashMap<usize, Box<Expr
     let mut edge_property = HashMap::new();
 
     for key in all_property.keys() {
+        println!("{}!!!", key);
         let id: usize = key.parse::<usize>().unwrap();
         if id < node_count {
             node_property.insert(id, all_property[key].clone());

From c5119112f7f5dfd9d688ef54fe8790d55525a6f2 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Fri, 12 Apr 2019 00:54:59 +1000
Subject: [PATCH 139/391] Add property keys to be printed out

---
 src/property/property_parser.rs | 6 +++++-
 1 file changed, 5 insertions(+), 1 deletion(-)

diff --git a/src/property/property_parser.rs b/src/property/property_parser.rs
index ecd3f2c2..92e22ab7 100644
--- a/src/property/property_parser.rs
+++ b/src/property/property_parser.rs
@@ -43,7 +43,7 @@ pub fn parse_property_tree(cypher_tree: Vec<String>) -> (HashMap<usize, Box<Expr
     let mut edge_property = HashMap::new();
 
     for key in all_property.keys() {
-        println!("{}!!!", key);
+        println!("Current key is: {}", key);
         let id: usize = key.parse::<usize>().unwrap();
         if id < node_count {
             node_property.insert(id, all_property[key].clone());
@@ -54,6 +54,10 @@ pub fn parse_property_tree(cypher_tree: Vec<String>) -> (HashMap<usize, Box<Expr
         }
     }
 
+    println!("Node keys: {:?}", node_property.keys());
+    println!("Edge keys: {:?}", edge_property.keys());
+
+
     (node_property, edge_property)
 
 }

From 5c9b2d646aa303496b02b85cb1597626fd9d3d31 Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Fri, 12 Apr 2019 12:08:25 +1000
Subject: [PATCH 140/391] add insert to Property Trait; rustfmt;

---
 benches/property.rs                          |   1 +
 benches/test.rs                              |   1 +
 src/lib.rs                                   |   2 +-
 src/main.rs                                  |  98 +++++++++------
 src/property/cached_property.rs              |  17 ++-
 src/property/filter/arithmetic_expression.rs |  38 +++---
 src/property/filter/edge_property_filter.rs  |  42 +++----
 src/property/filter/expression_operator.rs   |  64 ++++++----
 src/property/filter/filter_errors.rs         |   2 +-
 src/property/filter/hash_property_cache.rs   |   6 +-
 src/property/filter/mod.rs                   |  29 ++---
 src/property/filter/node_property_filter.rs  |  44 ++++---
 src/property/filter/predicate_expression.rs  |  43 +++----
 src/property/filter/value_expression.rs      |  17 +--
 src/property/mod.rs                          |  45 +++++--
 src/property/property_parser.rs              |  65 ++++++----
 src/property/sled_property.rs                | 102 +++++++++-------
 tests/property.rs                            | 119 +++++++++++--------
 tests/property_parser.rs                     |  92 ++++++++------
 19 files changed, 487 insertions(+), 340 deletions(-)

diff --git a/benches/property.rs b/benches/property.rs
index e69de29b..8b137891 100644
--- a/benches/property.rs
+++ b/benches/property.rs
@@ -0,0 +1 @@
+
diff --git a/benches/test.rs b/benches/test.rs
index e69de29b..8b137891 100644
--- a/benches/test.rs
+++ b/benches/test.rs
@@ -0,0 +1 @@
+
diff --git a/src/lib.rs b/src/lib.rs
index b2febaa6..b63d33e5 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -28,8 +28,8 @@ extern crate itertools;
 extern crate json;
 extern crate rand;
 extern crate serde;
-extern crate sled;
 extern crate serde_json;
+extern crate sled;
 #[macro_use]
 extern crate log;
 #[macro_use]
diff --git a/src/main.rs b/src/main.rs
index 583c6819..65920d97 100644
--- a/src/main.rs
+++ b/src/main.rs
@@ -18,19 +18,19 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-extern crate sled;
 extern crate json;
 extern crate rust_graph;
+extern crate sled;
 
 use std::collections::HashMap;
 use std::path::Path;
 
-use rust_graph::property::*;
 use rust_graph::property::filter::*;
 use rust_graph::property::parse_property;
+use rust_graph::property::*;
 
-use json::JsonValue;
 use json::number::Number;
+use json::JsonValue;
 use json::{array, object};
 
 use sled::Db;
@@ -41,9 +41,9 @@ use std::fs::File;
 use std::io::prelude::*;
 use std::io::BufReader;
 
-
 fn main() {
-    let result = lines_from_file("/Users/mengmeng/RustProject/rust_graph_lib/tests/cypher_tree/8.txt");
+    let result =
+        lines_from_file("/Users/mengmeng/RustProject/rust_graph_lib/tests/cypher_tree/8.txt");
     let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
     let exp = parse_property(cypher_tree);
 }
@@ -56,7 +56,6 @@ fn lines_from_file(filename: impl AsRef<Path>) -> Vec<String> {
         .collect()
 }
 
-
 fn sled_num_compare_expression() {
     // Match (a:A)-[b:B]-(c:C) WHERE a.name CONTAINS "hello" AND a.age + 5.5 > 10 RETURN a
 
@@ -70,15 +69,28 @@ fn sled_num_compare_expression() {
     let exp7 = Const::new(JsonValue::String("a".to_owned()));
     let exp8 = Var::new("name".to_owned());
     let exp9 = Const::new(JsonValue::String("o".to_owned()));
-    let exp12 = ArithmeticExpression::new(Box::new(exp1), Box::new(exp2), ArithmeticOperator::Modulo);
-    let exp123 = PredicateExpression::new(Box::new(exp12), Box::new(exp3), PredicateOperator::Equal);
+    let exp12 =
+        ArithmeticExpression::new(Box::new(exp1), Box::new(exp2), ArithmeticOperator::Modulo);
+    let exp123 =
+        PredicateExpression::new(Box::new(exp12), Box::new(exp3), PredicateOperator::Equal);
     let exp45 = PredicateExpression::new(Box::new(exp4), Box::new(exp5), PredicateOperator::Range);
-    let exp67 = PredicateExpression::new(Box::new(exp6), Box::new(exp7), PredicateOperator::Contains);
-    let exp89 = PredicateExpression::new(Box::new(exp8), Box::new(exp9), PredicateOperator::Contains);
+    let exp67 =
+        PredicateExpression::new(Box::new(exp6), Box::new(exp7), PredicateOperator::Contains);
+    let exp89 =
+        PredicateExpression::new(Box::new(exp8), Box::new(exp9), PredicateOperator::Contains);
     let exp6789 = PredicateExpression::new(Box::new(exp67), Box::new(exp89), PredicateOperator::OR);
-    let exp456789 = PredicateExpression::new(Box::new(exp45), Box::new(exp6789), PredicateOperator::AND);
-    let exp123456789 = PredicateExpression::new(Box::new(exp123), Box::new(exp456789), PredicateOperator::AND);
-    let final_exp = PredicateExpression::new(Box::new(exp0), Box::new(exp123456789), PredicateOperator::AND);
+    let exp456789 =
+        PredicateExpression::new(Box::new(exp45), Box::new(exp6789), PredicateOperator::AND);
+    let exp123456789 = PredicateExpression::new(
+        Box::new(exp123),
+        Box::new(exp456789),
+        PredicateOperator::AND,
+    );
+    let final_exp = PredicateExpression::new(
+        Box::new(exp0),
+        Box::new(exp123456789),
+        PredicateOperator::AND,
+    );
 
     let t0 = Instant::now();
     let property_graph = create_sled_property();
@@ -92,13 +104,19 @@ fn sled_num_compare_expression() {
     println!("fetch: {:?}", t1.elapsed());
 
     let t2 = Instant::now();
-    let result: Vec<u32> = vec.into_iter().filter(|x| property_filter.filter(*x)).collect();
+    let result: Vec<u32> = vec
+        .into_iter()
+        .filter(|x| property_filter.filter(*x))
+        .collect();
     println!("exp_filter: {:?}", t2.elapsed());
 
     let vec0 = (0..50u32).collect::<Vec<u32>>();
 
     let t3 = Instant::now();
-    let result: Vec<u32> = vec0.into_iter().filter(|x| property_filter.hard_coded_filter(*x)).collect();
+    let result: Vec<u32> = vec0
+        .into_iter()
+        .filter(|x| property_filter.hard_coded_filter(*x))
+        .collect();
     println!("coded_filter: {:?}", t3.elapsed());
 
     //    let result0 = property_filter.get_result(0);
@@ -108,7 +126,6 @@ fn sled_num_compare_expression() {
     //    assert_eq!(result1.unwrap(), true);
 }
 
-
 fn create_sled_property() -> SledProperty {
     let mut node_property = HashMap::new();
     let mut edge_property = HashMap::new();
@@ -126,61 +143,66 @@ fn create_sled_property() -> SledProperty {
     node_property.insert(
         0u32,
         object!(
-            "name"=>"Bhello",
-            "age"=>15,
-            ),
+        "name"=>"Bhello",
+        "age"=>15,
+        ),
     );
 
     node_property.insert(
         1,
         object!(
-            "name"=>"Jack",
-            "age"=>6,
-            ),
+        "name"=>"Jack",
+        "age"=>6,
+        ),
     );
 
     node_property.insert(
         2,
         object!(
-            "name"=>"Thello",
-            "age"=>3,
-            ),
+        "name"=>"Thello",
+        "age"=>3,
+        ),
     );
 
     node_property.insert(
         3,
         object!(
-            "name"=>"Thello",
-            "age"=>5,
-            ),
+        "name"=>"Thello",
+        "age"=>5,
+        ),
     );
 
     node_property.insert(
         4,
         object!(
-            "name"=>"Thello",
-            "age"=>13,
-            ),
+        "name"=>"Thello",
+        "age"=>13,
+        ),
     );
 
     node_property.insert(
         5,
         object!(
-            "name"=>"Shello",
-            "age"=>1,
-            ),
+        "name"=>"Shello",
+        "age"=>1,
+        ),
     );
 
     edge_property.insert(
         (0u32, 1),
         object!(
-            "friend_since"=>"2018-11-15",
-            ),
+        "friend_since"=>"2018-11-15",
+        ),
     );
 
     let path = Path::new("../undirected");
-    let db = SledProperty::with_data(path, node_property.into_iter(),
-                                     edge_property.into_iter(), false).unwrap();
+    let db = SledProperty::with_data(
+        path,
+        node_property.into_iter(),
+        edge_property.into_iter(),
+        false,
+    )
+    .unwrap();
     db.flush();
     db
 }
diff --git a/src/property/cached_property.rs b/src/property/cached_property.rs
index 2130c083..f092f54d 100644
--- a/src/property/cached_property.rs
+++ b/src/property/cached_property.rs
@@ -30,7 +30,7 @@ use serde::ser::{Serialize, Serializer};
 
 use generic::{DefaultId, IdType};
 use io::serde;
-use property::{PropertyGraph, PropertyError};
+use property::{PropertyError, PropertyGraph};
 
 #[derive(Debug, PartialEq, Eq, Clone)]
 pub struct CachedProperty<Id: IdType = DefaultId> {
@@ -97,9 +97,12 @@ impl<Id: IdType> CachedProperty<Id> {
 }
 
 impl<Id: IdType> PropertyGraph<Id> for CachedProperty<Id> {
-
     #[inline]
-    fn get_node_property(&self, id: Id, names: Vec<String>) -> Result<Option<JsonValue>, PropertyError> {
+    fn get_node_property(
+        &self,
+        id: Id,
+        names: Vec<String>,
+    ) -> Result<Option<JsonValue>, PropertyError> {
         match self.node_property.get(&id) {
             Some(value) => {
                 let mut result = JsonValue::new_object();
@@ -148,7 +151,11 @@ impl<Id: IdType> PropertyGraph<Id> for CachedProperty<Id> {
     }
 
     #[inline]
-    fn get_edge_property_all(&self, mut src: Id, mut dst: Id) -> Result<Option<JsonValue>, PropertyError> {
+    fn get_edge_property_all(
+        &self,
+        mut src: Id,
+        mut dst: Id,
+    ) -> Result<Option<JsonValue>, PropertyError> {
         if !self.is_directed {
             self.swap_edge(&mut src, &mut dst);
         }
@@ -348,7 +355,7 @@ mod test {
             graph
                 .get_node_property(0, vec!["age".to_owned(), "gender".to_owned()])
                 .unwrap(),
-            Some(object!{
+            Some(object! {
             "age"=>12
                  })
         );
diff --git a/src/property/filter/arithmetic_expression.rs b/src/property/filter/arithmetic_expression.rs
index df740c61..8221e98e 100644
--- a/src/property/filter/arithmetic_expression.rs
+++ b/src/property/filter/arithmetic_expression.rs
@@ -19,29 +19,31 @@
  * under the License.
  */
 
-use property::filter::PropertyResult;
-use property::filter::Expression;
 use property::filter::expression_operator::*;
+use property::filter::Expression;
+use property::filter::PropertyResult;
 
 use json::JsonValue;
 
-
 pub struct ArithmeticExpression {
     // expression on the LHS of operator
     left: Box<Expression>,
     // expression on the RHS of operator
     right: Box<Expression>,
     // operator used in predicator
-    operator: ArithmeticOperator
+    operator: ArithmeticOperator,
 }
 
 impl ArithmeticExpression {
-
-    pub fn new(left: Box<Expression>, right: Box<Expression>, operator: ArithmeticOperator) -> Self {
+    pub fn new(
+        left: Box<Expression>,
+        right: Box<Expression>,
+        operator: ArithmeticOperator,
+    ) -> Self {
         ArithmeticExpression {
             left,
             right,
-            operator
+            operator,
         }
     }
 }
@@ -58,19 +60,23 @@ impl Expression for ArithmeticExpression {
         // Perform operator on left and right values.
         match self.operator {
             // Mathematical Operation
-            ArithmeticOperator::Add           =>     add(exp1, exp2),
-            ArithmeticOperator::Subtract      =>     subtract(exp1, exp2),
-            ArithmeticOperator::Multiply      =>     multiply(exp1, exp2),
-            ArithmeticOperator::Divide        =>     divide(exp1, exp2),
-            ArithmeticOperator::Modulo        =>     modulo(exp1, exp2),
-            ArithmeticOperator::Power         =>     power(exp1, exp2),
+            ArithmeticOperator::Add => add(exp1, exp2),
+            ArithmeticOperator::Subtract => subtract(exp1, exp2),
+            ArithmeticOperator::Multiply => multiply(exp1, exp2),
+            ArithmeticOperator::Divide => divide(exp1, exp2),
+            ArithmeticOperator::Modulo => modulo(exp1, exp2),
+            ArithmeticOperator::Power => power(exp1, exp2),
 
             // String Operation
-            ArithmeticOperator::Concat        =>     concat(exp1, exp2)
+            ArithmeticOperator::Concat => concat(exp1, exp2),
         }
     }
 
     fn box_clone(&self) -> Box<Expression> {
-        Box::new(ArithmeticExpression::new(self.left.clone(), self.right.clone(), self.operator.clone()))
+        Box::new(ArithmeticExpression::new(
+            self.left.clone(),
+            self.right.clone(),
+            self.operator.clone(),
+        ))
     }
-}
\ No newline at end of file
+}
diff --git a/src/property/filter/edge_property_filter.rs b/src/property/filter/edge_property_filter.rs
index 8231a59a..ef36074b 100644
--- a/src/property/filter/edge_property_filter.rs
+++ b/src/property/filter/edge_property_filter.rs
@@ -23,42 +23,46 @@
 // 2. build the hash map according to the queried values
 // 3. when running ,first pass the queried id to filter function, then get value with the hashmap.get(id), then pass value to get_result recursion.
 
-
 use generic::IdType;
 use property::filter::PropertyResult;
-use property::{PropertyGraph, PropertyError};
-use property::filter::{Expression, EdgeCache};
-
+use property::filter::{EdgeCache, Expression};
+use property::{PropertyError, PropertyGraph};
 
 pub struct EdgeFilter<'a, Id: IdType> {
-
     expression: &'a Expression,
 
     edge_property_cache: &'a mut EdgeCache<Id>,
 }
 
 impl<'a, Id: IdType> EdgeFilter<'a, Id> {
-//    pub fn new(expression: &'static Expression) -> Self {
-//        EdgeFilter {
-//            expression,
-//            edge_property_cache: &HashEdgeCache::new()
-//        }
-//    }
-
-    pub fn from_cache(expression: &'a Expression, edge_property_cache: &'a mut EdgeCache<Id>) -> Self {
+    //    pub fn new(expression: &'static Expression) -> Self {
+    //        EdgeFilter {
+    //            expression,
+    //            edge_property_cache: &HashEdgeCache::new()
+    //        }
+    //    }
+
+    pub fn from_cache(
+        expression: &'a Expression,
+        edge_property_cache: &'a mut EdgeCache<Id>,
+    ) -> Self {
         EdgeFilter {
             expression,
-            edge_property_cache
+            edge_property_cache,
         }
     }
 
-    pub fn pre_fetch(&mut self, ids: &[(Id, Id)], property_graph: &PropertyGraph<Id>) -> PropertyResult<()> {
-
+    pub fn pre_fetch(
+        &mut self,
+        ids: &[(Id, Id)],
+        property_graph: &PropertyGraph<Id>,
+    ) -> PropertyResult<()> {
         for id in ids {
             if let Some(result) = property_graph.get_edge_property_all(id.0, id.1)? {
                 self.edge_property_cache.set(id.0, id.1, result);
             } else {
-                self.edge_property_cache.set(id.0, id.1, json::JsonValue::Null);
+                self.edge_property_cache
+                    .set(id.0, id.1, json::JsonValue::Null);
             }
         }
         Ok(())
@@ -70,13 +74,11 @@ impl<'a, Id: IdType> EdgeFilter<'a, Id> {
 
         match result.as_bool() {
             Some(x) => Ok(x),
-            None => Err(PropertyError::BooleanExpressionError)
+            None => Err(PropertyError::BooleanExpressionError),
         }
     }
 
     pub fn filter(&self, id: (Id, Id)) -> bool {
         self.get_result(id).unwrap_or_default()
     }
-
 }
-
diff --git a/src/property/filter/expression_operator.rs b/src/property/filter/expression_operator.rs
index 6a8233b9..d17d69c1 100644
--- a/src/property/filter/expression_operator.rs
+++ b/src/property/filter/expression_operator.rs
@@ -19,12 +19,11 @@
  * under the License.
  */
 
-use property::PropertyError;
 use property::filter::PropertyResult;
+use property::PropertyError;
 
-use json::JsonValue;
 use json::number::Number;
-
+use json::JsonValue;
 
 #[derive(Clone, Copy)]
 pub enum PredicateOperator {
@@ -61,7 +60,6 @@ pub enum PredicateOperator {
     // Not Supported
 }
 
-
 #[derive(Clone, Copy)]
 pub enum ArithmeticOperator {
     // Mathematical Operation
@@ -76,12 +74,13 @@ pub enum ArithmeticOperator {
     Concat,
 }
 
-
 // Logical
 
 pub fn and(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_bool().is_some() && exp2.as_bool().is_some() {
-        Ok(JsonValue::Boolean(exp1.as_bool().unwrap() && exp2.as_bool().unwrap()))
+        Ok(JsonValue::Boolean(
+            exp1.as_bool().unwrap() && exp2.as_bool().unwrap(),
+        ))
     } else {
         Err(PropertyError::BooleanExpressionError)
     }
@@ -89,18 +88,21 @@ pub fn and(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
 
 pub fn or(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_bool().is_some() && exp2.as_bool().is_some() {
-        Ok(JsonValue::Boolean(exp1.as_bool().unwrap() || exp2.as_bool().unwrap()))
+        Ok(JsonValue::Boolean(
+            exp1.as_bool().unwrap() || exp2.as_bool().unwrap(),
+        ))
     } else {
         Err(PropertyError::BooleanExpressionError)
     }
 }
 
-
 // Numeric Comparison
 
 pub fn less_than(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        Ok(JsonValue::Boolean(exp1.as_f64().unwrap() < exp2.as_f64().unwrap()))
+        Ok(JsonValue::Boolean(
+            exp1.as_f64().unwrap() < exp2.as_f64().unwrap(),
+        ))
     } else {
         Err(PropertyError::NumberExpressionError)
     }
@@ -108,7 +110,9 @@ pub fn less_than(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue>
 
 pub fn less_equal(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        Ok(JsonValue::Boolean(exp1.as_f64().unwrap() <= exp2.as_f64().unwrap()))
+        Ok(JsonValue::Boolean(
+            exp1.as_f64().unwrap() <= exp2.as_f64().unwrap(),
+        ))
     } else {
         Err(PropertyError::NumberExpressionError)
     }
@@ -116,7 +120,9 @@ pub fn less_equal(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue>
 
 pub fn greater_than(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        Ok(JsonValue::Boolean(exp1.as_f64().unwrap() > exp2.as_f64().unwrap()))
+        Ok(JsonValue::Boolean(
+            exp1.as_f64().unwrap() > exp2.as_f64().unwrap(),
+        ))
     } else {
         Err(PropertyError::NumberExpressionError)
     }
@@ -124,7 +130,9 @@ pub fn greater_than(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValu
 
 pub fn greater_equal(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        Ok(JsonValue::Boolean(exp1.as_f64().unwrap() >= exp2.as_f64().unwrap()))
+        Ok(JsonValue::Boolean(
+            exp1.as_f64().unwrap() >= exp2.as_f64().unwrap(),
+        ))
     } else {
         Err(PropertyError::NumberExpressionError)
     }
@@ -132,7 +140,9 @@ pub fn greater_equal(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonVal
 
 pub fn equal(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        Ok(JsonValue::Boolean(exp1.as_f64().unwrap() == exp2.as_f64().unwrap()))
+        Ok(JsonValue::Boolean(
+            exp1.as_f64().unwrap() == exp2.as_f64().unwrap(),
+        ))
     } else {
         Err(PropertyError::NumberExpressionError)
     }
@@ -140,20 +150,23 @@ pub fn equal(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
 
 pub fn not_equal(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        Ok(JsonValue::Boolean(exp1.as_f64().unwrap() != exp2.as_f64().unwrap()))
+        Ok(JsonValue::Boolean(
+            exp1.as_f64().unwrap() != exp2.as_f64().unwrap(),
+        ))
     } else {
         Err(PropertyError::NumberExpressionError)
     }
 }
 
-
 pub fn range(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.is_array() && exp2.as_f64().is_some() {
         let value = exp2.as_f64().unwrap();
         let lower = exp1[0].as_f64();
         let upper = exp1[1].as_f64();
         if lower.is_some() && upper.is_some() {
-            Ok(JsonValue::Boolean(value >= lower.unwrap() && value <= upper.unwrap()))
+            Ok(JsonValue::Boolean(
+                value >= lower.unwrap() && value <= upper.unwrap(),
+            ))
         } else {
             Err(PropertyError::NumberExpressionError)
         }
@@ -162,7 +175,9 @@ pub fn range(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
         let lower = exp2[0].as_f64();
         let upper = exp2[1].as_f64();
         if lower.is_some() && upper.is_some() {
-            Ok(JsonValue::Boolean(value >= lower.unwrap() && value <= upper.unwrap()))
+            Ok(JsonValue::Boolean(
+                value >= lower.unwrap() && value <= upper.unwrap(),
+            ))
         } else {
             Err(PropertyError::NumberExpressionError)
         }
@@ -171,12 +186,13 @@ pub fn range(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     }
 }
 
-
 // String Comparison
 
 pub fn contains(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_str().is_some() && exp2.as_str().is_some() {
-        Ok(JsonValue::Boolean(exp1.as_str().unwrap().contains(exp2.as_str().unwrap())))
+        Ok(JsonValue::Boolean(
+            exp1.as_str().unwrap().contains(exp2.as_str().unwrap()),
+        ))
     } else {
         Err(PropertyError::StringExpressionError)
     }
@@ -184,7 +200,9 @@ pub fn contains(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
 
 pub fn starts_with(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_str().is_some() && exp2.as_str().is_some() {
-        Ok(JsonValue::Boolean(exp1.as_str().unwrap().starts_with(exp2.as_str().unwrap())))
+        Ok(JsonValue::Boolean(
+            exp1.as_str().unwrap().starts_with(exp2.as_str().unwrap()),
+        ))
     } else {
         Err(PropertyError::StringExpressionError)
     }
@@ -192,13 +210,14 @@ pub fn starts_with(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue
 
 pub fn ends_with(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_str().is_some() && exp2.as_str().is_some() {
-        Ok(JsonValue::Boolean(exp1.as_str().unwrap().ends_with(exp2.as_str().unwrap())))
+        Ok(JsonValue::Boolean(
+            exp1.as_str().unwrap().ends_with(exp2.as_str().unwrap()),
+        ))
     } else {
         Err(PropertyError::StringExpressionError)
     }
 }
 
-
 // Mathematical Operation
 
 pub fn add(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
@@ -255,7 +274,6 @@ pub fn power(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     }
 }
 
-
 // String Operation
 
 pub fn concat(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
diff --git a/src/property/filter/filter_errors.rs b/src/property/filter/filter_errors.rs
index e9658f03..9d763b3a 100644
--- a/src/property/filter/filter_errors.rs
+++ b/src/property/filter/filter_errors.rs
@@ -139,4 +139,4 @@
 //    fn cause(&self) -> Option<&error::Error> {
 //        None
 //    }
-//}
\ No newline at end of file
+//}
diff --git a/src/property/filter/hash_property_cache.rs b/src/property/filter/hash_property_cache.rs
index 74ab0d48..00af787f 100644
--- a/src/property/filter/hash_property_cache.rs
+++ b/src/property/filter/hash_property_cache.rs
@@ -27,7 +27,6 @@ use property::PropertyError;
 
 use json::JsonValue;
 
-
 pub struct HashNodeCache<Id: IdType> {
     node_map: HashMap<Id, JsonValue>,
 }
@@ -61,15 +60,14 @@ impl<Id: IdType> NodeCache<Id> for HashNodeCache<Id> {
     }
 }
 
-
 pub struct HashEdgeCache<Id: IdType> {
-    edge_map: HashMap<(Id, Id), JsonValue>
+    edge_map: HashMap<(Id, Id), JsonValue>,
 }
 
 impl<Id: IdType> HashEdgeCache<Id> {
     pub fn new() -> Self {
         HashEdgeCache {
-            edge_map: HashMap::new()
+            edge_map: HashMap::new(),
         }
     }
 }
diff --git a/src/property/filter/mod.rs b/src/property/filter/mod.rs
index 1119814b..b3364910 100644
--- a/src/property/filter/mod.rs
+++ b/src/property/filter/mod.rs
@@ -28,30 +28,29 @@
 // 1. edge p f/ n p f
 // 2. possible errors listed
 
+pub mod arithmetic_expression;
 pub mod edge_property_filter;
+pub mod expression_operator;
+pub mod filter_errors;
+pub mod hash_property_cache;
 pub mod node_property_filter;
 pub mod predicate_expression;
 pub mod value_expression;
-pub mod arithmetic_expression;
-pub mod expression_operator;
-pub mod hash_property_cache;
-pub mod filter_errors;
 
 use generic::IdType;
 use json::JsonValue;
 
 use property::PropertyError;
 
-pub use property::filter::expression_operator::{ArithmeticOperator, PredicateOperator};
-pub use property::filter::predicate_expression::PredicateExpression;
-pub use property::filter::value_expression::{Var, Const};
 pub use property::filter::arithmetic_expression::ArithmeticExpression;
-pub use property::filter::node_property_filter::NodeFilter;
 pub use property::filter::edge_property_filter::EdgeFilter;
-pub use property::filter::hash_property_cache::{HashNodeCache, HashEdgeCache};
+pub use property::filter::expression_operator::{ArithmeticOperator, PredicateOperator};
+pub use property::filter::hash_property_cache::{HashEdgeCache, HashNodeCache};
+pub use property::filter::node_property_filter::NodeFilter;
+pub use property::filter::predicate_expression::PredicateExpression;
+pub use property::filter::value_expression::{Const, Var};
 use serde::de::DeserializeOwned;
-use serde::{Serialize, Deserialize};
-
+use serde::{Deserialize, Serialize};
 
 type PropertyResult<T> = Result<T, PropertyError>;
 
@@ -81,17 +80,13 @@ impl PartialEq for Box<Expression> {
 impl Eq for Box<Expression> {}
 
 pub trait NodeCache<Id: IdType> {
+    fn get(&self, id: Id) -> PropertyResult<JsonValue>;
 
-    fn get(&self, id:Id) -> PropertyResult<JsonValue>;
-
-    fn set(&mut self, id:Id, value: JsonValue) -> bool;
+    fn set(&mut self, id: Id, value: JsonValue) -> bool;
 }
 
-
 pub trait EdgeCache<Id: IdType> {
-
     fn get(&self, src: Id, dst: Id) -> PropertyResult<JsonValue>;
 
     fn set(&mut self, src: Id, dst: Id, value: JsonValue) -> bool;
 }
-
diff --git a/src/property/filter/node_property_filter.rs b/src/property/filter/node_property_filter.rs
index b13d06ce..cd6cb756 100644
--- a/src/property/filter/node_property_filter.rs
+++ b/src/property/filter/node_property_filter.rs
@@ -23,41 +23,45 @@
 // 2. build the hash map according to the queried values
 // 3. when running ,first pass the queried id to filter function, then get value with the hashmap.get(id), then pass value to get_result recursion.
 
-
 use generic::IdType;
-use property::{PropertyGraph, PropertyError};
 use property::filter::{Expression, NodeCache, PropertyResult};
-
+use property::{PropertyError, PropertyGraph};
 
 pub struct NodeFilter<'a, Id: IdType> {
-
     expression: &'a Expression,
 
     node_property_cache: &'a mut NodeCache<Id>,
 }
 
 impl<'a, Id: IdType> NodeFilter<'a, Id> {
-//    pub fn new(expression: &'static Expression) -> Self {
-//        NodeFilter {
-//            expression,
-//            node_property_cache: &HashNodeCache::new()
-//        }
-//    }
-
-    pub fn from_cache(expression: &'a Expression, node_property_cache: &'a mut NodeCache<Id>) -> Self {
+    //    pub fn new(expression: &'static Expression) -> Self {
+    //        NodeFilter {
+    //            expression,
+    //            node_property_cache: &HashNodeCache::new()
+    //        }
+    //    }
+
+    pub fn from_cache(
+        expression: &'a Expression,
+        node_property_cache: &'a mut NodeCache<Id>,
+    ) -> Self {
         NodeFilter {
             expression,
-            node_property_cache
+            node_property_cache,
         }
     }
 
-    pub fn pre_fetch(&mut self, ids: &[Id], property_graph: &PropertyGraph<Id>) -> PropertyResult<()> {
-
+    pub fn pre_fetch(
+        &mut self,
+        ids: &[Id],
+        property_graph: &PropertyGraph<Id>,
+    ) -> PropertyResult<()> {
         for id in ids {
             if let Some(result) = property_graph.get_node_property_all(id.clone())? {
                 self.node_property_cache.set(id.clone(), result);
             } else {
-                self.node_property_cache.set(id.clone(), json::JsonValue::Null);
+                self.node_property_cache
+                    .set(id.clone(), json::JsonValue::Null);
             }
         }
         Ok(())
@@ -69,7 +73,7 @@ impl<'a, Id: IdType> NodeFilter<'a, Id> {
 
         match result.as_bool() {
             Some(x) => Ok(x),
-            None => Err(PropertyError::BooleanExpressionError)
+            None => Err(PropertyError::BooleanExpressionError),
         }
     }
 
@@ -89,7 +93,11 @@ impl<'a, Id: IdType> NodeFilter<'a, Id> {
             let age = value["age"].as_f64().unwrap();
             let name = value["name"].as_str().unwrap();
 
-            is_member && ((age % 5.0 == 0.0) && (age >= 18.0 && age <= 35.0 && ((name.contains("a")) || (name.contains("o")))))
+            is_member
+                && ((age % 5.0 == 0.0)
+                    && (age >= 18.0
+                        && age <= 35.0
+                        && ((name.contains("a")) || (name.contains("o")))))
         }
     }
 }
diff --git a/src/property/filter/predicate_expression.rs b/src/property/filter/predicate_expression.rs
index cb41d35e..1c08520f 100644
--- a/src/property/filter/predicate_expression.rs
+++ b/src/property/filter/predicate_expression.rs
@@ -19,29 +19,26 @@
  * under the License.
  */
 
-
-use property::filter::{Expression, PropertyResult};
 use property::filter::expression_operator::*;
+use property::filter::{Expression, PropertyResult};
 
 use json::JsonValue;
 
-
 pub struct PredicateExpression {
     // expression on the LHS of operator
     left: Box<Expression>,
     // expression on the RHS of operator
     right: Box<Expression>,
     // operator used in predicator
-    operator: PredicateOperator
+    operator: PredicateOperator,
 }
 
 impl PredicateExpression {
-
     pub fn new(left: Box<Expression>, right: Box<Expression>, operator: PredicateOperator) -> Self {
         PredicateExpression {
             left,
             right,
-            operator
+            operator,
         }
     }
 }
@@ -58,29 +55,33 @@ impl Expression for PredicateExpression {
         // Perform operator on left and right values.
         match self.operator {
             // Logical
-            PredicateOperator::AND           =>     and(exp1, exp2),
-            PredicateOperator::OR            =>     or(exp1, exp2),
+            PredicateOperator::AND => and(exp1, exp2),
+            PredicateOperator::OR => or(exp1, exp2),
 
             // Numeric Comparison
-            PredicateOperator::LessThan      =>     less_than(exp1, exp2),
-            PredicateOperator::LessEqual     =>     less_equal(exp1, exp2),
-            PredicateOperator::GreaterThan   =>     greater_than(exp1, exp2),
-            PredicateOperator::GreaterEqual  =>     greater_equal(exp1, exp2),
-            PredicateOperator::Equal         =>     equal(exp1, exp2),
-            PredicateOperator::NotEqual      =>     not_equal(exp1, exp2),
+            PredicateOperator::LessThan => less_than(exp1, exp2),
+            PredicateOperator::LessEqual => less_equal(exp1, exp2),
+            PredicateOperator::GreaterThan => greater_than(exp1, exp2),
+            PredicateOperator::GreaterEqual => greater_equal(exp1, exp2),
+            PredicateOperator::Equal => equal(exp1, exp2),
+            PredicateOperator::NotEqual => not_equal(exp1, exp2),
 
             // String Comparison
-            PredicateOperator::Contains      =>     contains(exp1, exp2),
-            PredicateOperator::StartsWith    =>     starts_with(exp1, exp2),
-            PredicateOperator::EndsWith      =>     ends_with(exp1, exp2),
-            PredicateOperator::Range         =>     range(exp1, exp2),
+            PredicateOperator::Contains => contains(exp1, exp2),
+            PredicateOperator::StartsWith => starts_with(exp1, exp2),
+            PredicateOperator::EndsWith => ends_with(exp1, exp2),
+            PredicateOperator::Range => range(exp1, exp2),
 
             // Temporary place holder
-            _                                =>     ends_with(exp1, exp2)
+            _ => ends_with(exp1, exp2),
         }
     }
 
     fn box_clone(&self) -> Box<Expression> {
-        Box::new(PredicateExpression::new(self.left.clone(), self.right.clone(), self.operator.clone()))
+        Box::new(PredicateExpression::new(
+            self.left.clone(),
+            self.right.clone(),
+            self.operator.clone(),
+        ))
     }
-}
\ No newline at end of file
+}
diff --git a/src/property/filter/value_expression.rs b/src/property/filter/value_expression.rs
index 3d09d9a7..692c19a7 100644
--- a/src/property/filter/value_expression.rs
+++ b/src/property/filter/value_expression.rs
@@ -19,23 +19,19 @@
  * under the License.
  */
 
-
-use property::PropertyError;
 use property::filter::{Expression, PropertyResult};
+use property::PropertyError;
 
 use json::JsonValue;
 
-
 pub struct Var {
     // queried attribute
-    attribute: String
+    attribute: String,
 }
 
 impl Var {
     pub fn new(attribute: String) -> Self {
-        Var {
-            attribute
-        }
+        Var { attribute }
     }
 }
 
@@ -55,17 +51,14 @@ impl Expression for Var {
     }
 }
 
-
 pub struct Const {
     // value of constant defined in query
-    value: JsonValue
+    value: JsonValue,
 }
 
 impl Const {
     pub fn new(value: JsonValue) -> Self {
-        Const {
-            value
-        }
+        Const { value }
     }
 }
 
diff --git a/src/property/mod.rs b/src/property/mod.rs
index a3870d26..53295ae6 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -19,22 +19,24 @@
  * under the License.
  */
 pub mod cached_property;
-pub mod sled_property;
 pub mod filter;
 pub mod property_parser;
+pub mod sled_property;
 
 pub use property::cached_property::CachedProperty;
-pub use property::sled_property::SledProperty;
 pub use property::property_parser::parse_property;
 pub use property::property_parser::parse_property_tree;
+pub use property::sled_property::SledProperty;
 
 use generic::IdType;
 use json::JsonValue;
 
 pub trait PropertyGraph<Id: IdType> {
-
-    fn get_node_property(&self, id: Id, names: Vec<String>)
-        -> Result<Option<JsonValue>, PropertyError>;
+    fn get_node_property(
+        &self,
+        id: Id,
+        names: Vec<String>,
+    ) -> Result<Option<JsonValue>, PropertyError>;
     fn get_edge_property(
         &self,
         src: Id,
@@ -44,6 +46,27 @@ pub trait PropertyGraph<Id: IdType> {
     fn get_node_property_all(&self, id: Id) -> Result<Option<JsonValue>, PropertyError>;
     fn get_edge_property_all(&self, src: Id, dst: Id) -> Result<Option<JsonValue>, PropertyError>;
 
+    fn insert_node_property(
+        &self,
+        id: Id,
+        prop: Option<JsonValue>,
+    ) -> Result<Option<JsonValue>, PropertyError>;
+    fn insert_edge_property(
+        &self,
+        src: Id,
+        dst: Id,
+        prop: Option<JsonValue>,
+    ) -> Result<Option<JsonValue>, PropertyError>;
+
+    fn extend_node_property<I: IntoIterator<Item = (Id, Option<JsonValue>)>>(
+        &self,
+        props: I,
+    ) -> Result<(), PropertyError>;
+    fn extend_edge_property<I: IntoIterator<Item = (Id, Id, Option<JsonValue>)>>(
+        &self,
+        props: I,
+    ) -> Result<(), PropertyError>;
+
     //    fn scan_node_property(&self,names: Vec<String>) -> Iter<Result<Option<JsonValue>, E>>;
     //    fn scan_edge_property(&self,names: Vec<String>) -> Iter<Result<Option<JsonValue>, E>>;
     //    fn scan_node_property_all(&self,names: Vec<String>) -> Iter<Result<Option<JsonValue>, E>>;
@@ -51,7 +74,7 @@ pub trait PropertyGraph<Id: IdType> {
 }
 
 #[derive(Debug)]
-pub enum PropertyError{
+pub enum PropertyError {
     SledError(sled::Error<()>),
     BincodeError(std::boxed::Box<bincode::ErrorKind>),
     FromUtf8Error(std::string::FromUtf8Error),
@@ -66,30 +89,30 @@ pub enum PropertyError{
     UnknownError,
 }
 
-impl From<sled::Error<()>> for PropertyError{
+impl From<sled::Error<()>> for PropertyError {
     fn from(error: sled::Error<()>) -> Self {
         PropertyError::SledError(error)
     }
 }
-impl From<std::boxed::Box<bincode::ErrorKind>> for PropertyError{
+impl From<std::boxed::Box<bincode::ErrorKind>> for PropertyError {
     fn from(error: std::boxed::Box<bincode::ErrorKind>) -> Self {
         PropertyError::BincodeError(error)
     }
 }
 
-impl From<std::string::FromUtf8Error> for PropertyError{
+impl From<std::string::FromUtf8Error> for PropertyError {
     fn from(error: std::string::FromUtf8Error) -> Self {
         PropertyError::FromUtf8Error(error)
     }
 }
 
-impl From<json::Error> for PropertyError{
+impl From<json::Error> for PropertyError {
     fn from(error: json::Error) -> Self {
         PropertyError::JsonError(error)
     }
 }
 
-impl From<()> for PropertyError{
+impl From<()> for PropertyError {
     fn from(_error: ()) -> Self {
         PropertyError::UnknownError
     }
diff --git a/src/property/property_parser.rs b/src/property/property_parser.rs
index 92e22ab7..5b0daa3a 100644
--- a/src/property/property_parser.rs
+++ b/src/property/property_parser.rs
@@ -18,15 +18,23 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-use json::JsonValue;
 use json::number::Number;
-use property::filter::{Expression, Var, PredicateExpression, ArithmeticExpression, Const, PredicateOperator, ArithmeticOperator};
+use json::JsonValue;
+use property::filter::empty_expression;
+use property::filter::{
+    ArithmeticExpression, ArithmeticOperator, Const, Expression, PredicateExpression,
+    PredicateOperator, Var,
+};
 use regex::Regex;
 use std::collections::HashMap;
-use property::filter::empty_expression;
 use std::time::Instant;
 
-pub fn parse_property_tree(cypher_tree: Vec<String>) -> (HashMap<usize, Box<Expression>>, HashMap<(usize, usize), Box<Expression>>) {
+pub fn parse_property_tree(
+    cypher_tree: Vec<String>,
+) -> (
+    HashMap<usize, Box<Expression>>,
+    HashMap<(usize, usize), Box<Expression>>,
+) {
     // edge_id = (dst_id + 1) * count("node pattern") + (src_id)
     if cypher_tree.len() == 0 {
         panic!("The given cypher tree is empty");
@@ -57,12 +65,9 @@ pub fn parse_property_tree(cypher_tree: Vec<String>) -> (HashMap<usize, Box<Expr
     println!("Node keys: {:?}", node_property.keys());
     println!("Edge keys: {:?}", edge_property.keys());
 
-
     (node_property, edge_property)
-
 }
 
-
 pub fn parse_property(cypher_tree: Vec<&str>) -> HashMap<String, Box<Expression>> {
     let mut root: usize = 0;
     let mut count: usize = 0;
@@ -87,7 +92,10 @@ pub fn parse_property(cypher_tree: Vec<&str>) -> HashMap<String, Box<Expression>
     let instant = Instant::now();
     for var in var_list {
         if found {
-            result.insert(var.clone(), recursive_parser(&cypher_tree, root, var.as_str()));
+            result.insert(
+                var.clone(),
+                recursive_parser(&cypher_tree, root, var.as_str()),
+            );
         } else {
             result.insert(var.clone(), empty_expression());
         }
@@ -97,7 +105,6 @@ pub fn parse_property(cypher_tree: Vec<&str>) -> HashMap<String, Box<Expression>
     result
 }
 
-
 fn get_all_vars(cypher_tree: &Vec<&str>) -> Vec<String> {
     let mut result: Vec<String> = Vec::new();
 
@@ -119,9 +126,9 @@ fn is_other_var(cypher_tree: &Vec<&str>, index: usize, var: &str) -> bool {
     let mut result = true;
     let syntax: &str = cypher_tree[index];
 
-    let re = Regex::new(r">.+\s+@(?P<left_index>\w+) (?P<operator>\S+) @(?P<right_index>\w+)").unwrap();
+    let re =
+        Regex::new(r">.+\s+@(?P<left_index>\w+) (?P<operator>\S+) @(?P<right_index>\w+)").unwrap();
     if let Some(caps) = re.captures(syntax) {
-
         let left_index: usize = *(&caps["left_index"].parse::<usize>().unwrap());
         let right_index: usize = *(&caps["right_index"].parse::<usize>().unwrap());
 
@@ -129,7 +136,6 @@ fn is_other_var(cypher_tree: &Vec<&str>, index: usize, var: &str) -> bool {
         let r_result = is_other_var(cypher_tree, right_index, var);
         let operator_name = &caps["operator"];
 
-
         if vec!["AND", "OR"].contains(&operator_name) {
             return l_result && r_result;
         } else if l_result || r_result {
@@ -141,7 +147,6 @@ fn is_other_var(cypher_tree: &Vec<&str>, index: usize, var: &str) -> bool {
 
     let re = Regex::new(r"> property\s+@(?P<var_index>\w+)\.@(?P<attribute_index>\w+)").unwrap();
     if let Some(caps) = re.captures(syntax) {
-
         let name = get_var_name(cypher_tree, index);
 
         if var == name.as_str() {
@@ -153,7 +158,6 @@ fn is_other_var(cypher_tree: &Vec<&str>, index: usize, var: &str) -> bool {
 
     let re = Regex::new(r"> (?P<type_name>\w+)\W+?(?P<value>[\w.]+)").unwrap();
     if let Some(caps) = re.captures(syntax) {
-
         let type_name = &caps["type_name"];
         let value = &caps["value"];
 
@@ -164,7 +168,6 @@ fn is_other_var(cypher_tree: &Vec<&str>, index: usize, var: &str) -> bool {
     return true;
 }
 
-
 fn recursive_parser(cypher_tree: &Vec<&str>, index: usize, var: &str) -> Box<Expression> {
     if is_other_var(cypher_tree, index, var) {
         Box::new(Const::new(JsonValue::Boolean(true)))
@@ -182,16 +185,16 @@ fn recursive_parser(cypher_tree: &Vec<&str>, index: usize, var: &str) -> Box<Exp
     }
 }
 
-
 fn match_operator(cypher_tree: &Vec<&str>, index: usize, var: &str) -> Option<Box<Expression>> {
     let syntax: &str = cypher_tree[index];
-    let re = Regex::new(r">.+\s+@(?P<left_index>\w+) (?P<operator>\S+) @(?P<right_index>\w+)").unwrap();
+    let re =
+        Regex::new(r">.+\s+@(?P<left_index>\w+) (?P<operator>\S+) @(?P<right_index>\w+)").unwrap();
     if let Some(caps) = re.captures(syntax) {
         let left_index: usize = *(&caps["left_index"].parse::<usize>().unwrap());
         let right_index: usize = *(&caps["right_index"].parse::<usize>().unwrap());
         let operator_name = &caps["operator"];
 
-        if vec!["AND", "OR", "<", "<=", ">", ">=", "=", "<>", "CONTAINS", ].contains(&operator_name) {
+        if vec!["AND", "OR", "<", "<=", ">", ">=", "=", "<>", "CONTAINS"].contains(&operator_name) {
             let operator = match &caps["operator"] {
                 "AND" => PredicateOperator::AND,
                 "OR" => PredicateOperator::OR,
@@ -202,9 +205,13 @@ fn match_operator(cypher_tree: &Vec<&str>, index: usize, var: &str) -> Option<Bo
                 "=" => PredicateOperator::Equal,
                 "<>" => PredicateOperator::NotEqual,
                 "CONTAINS" => PredicateOperator::Contains,
-                _ => panic!("Unknown predicate operator")
+                _ => panic!("Unknown predicate operator"),
             };
-            Some(Box::new(PredicateExpression::new(recursive_parser(cypher_tree, left_index, var), recursive_parser(cypher_tree, right_index, var), operator)))
+            Some(Box::new(PredicateExpression::new(
+                recursive_parser(cypher_tree, left_index, var),
+                recursive_parser(cypher_tree, right_index, var),
+                operator,
+            )))
         } else {
             let operator = match &caps["operator"] {
                 "+" => ArithmeticOperator::Add,
@@ -213,9 +220,13 @@ fn match_operator(cypher_tree: &Vec<&str>, index: usize, var: &str) -> Option<Bo
                 "/" => ArithmeticOperator::Divide,
                 "%" => ArithmeticOperator::Modulo,
                 "^" => ArithmeticOperator::Power,
-                _ => panic!("Unknown predicate operator")
+                _ => panic!("Unknown predicate operator"),
             };
-            Some(Box::new(ArithmeticExpression::new(recursive_parser(cypher_tree, left_index, var), recursive_parser(cypher_tree, right_index, var), operator)))
+            Some(Box::new(ArithmeticExpression::new(
+                recursive_parser(cypher_tree, left_index, var),
+                recursive_parser(cypher_tree, right_index, var),
+                operator,
+            )))
         }
     } else {
         None
@@ -230,9 +241,13 @@ fn match_val(cypher_tree: &Vec<&str>, index: usize, var: &str) -> Option<Box<Exp
         let value = &caps["value"];
 
         if type_name == "integer" {
-            Some(Box::new(Const::new(JsonValue::Number(Number::from(value.parse::<i32>().unwrap())))))
+            Some(Box::new(Const::new(JsonValue::Number(Number::from(
+                value.parse::<i32>().unwrap(),
+            )))))
         } else if type_name == "float" {
-            Some(Box::new(Const::new(JsonValue::Number(Number::from(value.parse::<f64>().unwrap())))))
+            Some(Box::new(Const::new(JsonValue::Number(Number::from(
+                value.parse::<f64>().unwrap(),
+            )))))
         } else if type_name == "string" {
             Some(Box::new(Const::new(JsonValue::String(value.to_string()))))
         } else {
@@ -279,4 +294,4 @@ fn get_var_name(cypher_tree: &Vec<&str>, index: usize) -> String {
     } else {
         "".to_owned()
     }
-}
\ No newline at end of file
+}
diff --git a/src/property/sled_property.rs b/src/property/sled_property.rs
index 70835a22..6d9f1013 100644
--- a/src/property/sled_property.rs
+++ b/src/property/sled_property.rs
@@ -22,23 +22,23 @@
 use std::mem::swap;
 use std::path::Path;
 
-use sled::Db as Tree;
-use sled::ConfigBuilder;
-use json::JsonValue;
 use bincode;
+use json::JsonValue;
 use serde::Serialize;
+use sled::ConfigBuilder;
+use sled::Db as Tree;
 
 use generic::IdType;
-use property::{PropertyGraph, PropertyError};
+use property::{PropertyError, PropertyGraph};
 
-pub struct SledProperty{
+pub struct SledProperty {
     node_property: Tree,
     edge_property: Tree,
     is_directed: bool,
 }
 
 impl SledProperty {
-    pub fn new(store_path: &Path,is_directed: bool) -> Result<Self, PropertyError> {
+    pub fn new(store_path: &Path, is_directed: bool) -> Result<Self, PropertyError> {
         Ok(SledProperty {
             node_property: Tree::start_default(store_path)?,
             edge_property: Tree::start_default(store_path)?,
@@ -46,25 +46,28 @@ impl SledProperty {
         })
     }
 
-    pub fn with_data <Id: IdType + Serialize, N, E>(store_path: &Path, node_property: N,
-                                        edge_property: E, is_directed: bool) -> Result<Self, PropertyError>
-        where N:Iterator<Item= (Id,JsonValue)>,
-              E:Iterator<Item= ((Id,Id),JsonValue)>,
+    pub fn with_data<Id: IdType + Serialize, N, E>(
+        store_path: &Path,
+        node_property: N,
+        edge_property: E,
+        is_directed: bool,
+    ) -> Result<Self, PropertyError>
+    where
+        N: Iterator<Item = (Id, JsonValue)>,
+        E: Iterator<Item = ((Id, Id), JsonValue)>,
     {
-        let config = ConfigBuilder::default()
-            .path(store_path.to_owned())
-            .build();
+        let config = ConfigBuilder::default().path(store_path.to_owned()).build();
 
         let node_tree = Tree::start(config.clone())?;
         let edge_tree = Tree::start(config.clone())?;
-        for (id, names) in node_property{
+        for (id, names) in node_property {
             let id_bytes = bincode::serialize(&id)?;
             let names_str = names.dump();
             let names_bytes = names_str.as_bytes();
             node_tree.set(id_bytes, names_bytes.to_vec())?;
         }
 
-        for (edge, names) in edge_property{
+        for (edge, names) in edge_property {
             let id_bytes = bincode::serialize(&edge)?;
             let names_str = names.dump();
             let names_bytes = names_str.as_bytes();
@@ -76,10 +79,9 @@ impl SledProperty {
             edge_property: edge_tree,
             is_directed,
         })
-
     }
 
-    pub fn flush(&self){
+    pub fn flush(&self) {
         self.node_property.flush().unwrap();
         self.edge_property.flush().unwrap();
     }
@@ -98,15 +100,17 @@ impl SledProperty {
 }
 
 impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
-
     #[inline]
-    fn get_node_property(&self, id: Id, names: Vec<String>) -> Result<Option<JsonValue>, PropertyError> {
-
+    fn get_node_property(
+        &self,
+        id: Id,
+        names: Vec<String>,
+    ) -> Result<Option<JsonValue>, PropertyError> {
         let id_bytes = bincode::serialize(&id)?;
         let _value = self.node_property.get(&id_bytes)?;
-        match _value{
+        match _value {
             Some(value_bytes) => {
-                let value  = String::from_utf8(value_bytes.to_vec())?;
+                let value = String::from_utf8(value_bytes.to_vec())?;
                 let value_parsed = json::parse(&value)?;
                 let mut result = JsonValue::new_object();
                 for name in names {
@@ -118,7 +122,6 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
             }
             None => Ok(None),
         }
-
     }
 
     #[inline]
@@ -134,9 +137,9 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
 
         let id_bytes = bincode::serialize(&(src, dst))?;
         let _value = self.edge_property.get(&id_bytes)?;
-        match _value{
+        match _value {
             Some(value_bytes) => {
-                let value  = String::from_utf8(value_bytes.to_vec())?;
+                let value = String::from_utf8(value_bytes.to_vec())?;
                 let value_parsed = json::parse(&value)?;
                 let mut result = JsonValue::new_object();
                 for name in names {
@@ -148,15 +151,13 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
             }
             None => Ok(None),
         }
-
     }
 
     #[inline]
     fn get_node_property_all(&self, id: Id) -> Result<Option<JsonValue>, PropertyError> {
-
         let id_bytes = bincode::serialize(&id)?;
         let _value = self.node_property.get(&id_bytes)?;
-        match _value{
+        match _value {
             Some(value_bytes) => {
                 let value = String::from_utf8(value_bytes.to_vec())?;
                 let value_parsed = json::parse(&value)?;
@@ -164,18 +165,21 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
             }
             None => Ok(None),
         }
-
     }
 
     #[inline]
-    fn get_edge_property_all(&self, mut src: Id, mut dst: Id) -> Result<Option<JsonValue>, PropertyError> {
+    fn get_edge_property_all(
+        &self,
+        mut src: Id,
+        mut dst: Id,
+    ) -> Result<Option<JsonValue>, PropertyError> {
         if !self.is_directed {
             self.swap_edge(&mut src, &mut dst);
         }
 
         let id_bytes = bincode::serialize(&(src, dst))?;
         let _value = self.edge_property.get(&id_bytes)?;
-        match _value{
+        match _value {
             Some(value_bytes) => {
                 let value = String::from_utf8(value_bytes.to_vec())?;
                 let value_parsed = json::parse(&value)?;
@@ -224,11 +228,19 @@ mod test {
             ),
         );
 
-        let path = Path::new("/home/wangran/RustProjects/PatMatch/PropertyGraph/test_data/undirected");
-        let graph = SledProperty::with_data(path,node_property.into_iter(),
-                                            edge_property.into_iter(), false).unwrap();
+        let path =
+            Path::new("/home/wangran/RustProjects/PatMatch/PropertyGraph/test_data/undirected");
+        let graph = SledProperty::with_data(
+            path,
+            node_property.into_iter(),
+            edge_property.into_iter(),
+            false,
+        )
+        .unwrap();
         assert_eq!(
-            graph.get_node_property(0u32, vec!["age".to_owned()]).unwrap(),
+            graph
+                .get_node_property(0u32, vec!["age".to_owned()])
+                .unwrap(),
             Some(object!("age"=>12))
         );
         assert_eq!(
@@ -250,14 +262,16 @@ mod test {
             Some(object!("is_member"=>false,"scores"=>array![10,10,9]))
         );
         assert_eq!(
-            graph.get_node_property(2u32, vec!["age".to_owned()]).unwrap(),
+            graph
+                .get_node_property(2u32, vec!["age".to_owned()])
+                .unwrap(),
             None
         );
         assert_eq!(
             graph
                 .get_node_property(0u32, vec!["age".to_owned(), "gender".to_owned()])
                 .unwrap(),
-            Some(object!{
+            Some(object! {
             "age"=>12
                  })
         );
@@ -287,11 +301,17 @@ mod test {
         node_property.insert(0u32, object!());
         node_property.insert(1, object!());
         edge_property.insert((0, 1), object!());
-        let path = Path::new("/home/wangran/RustProjects/PatMatch/PropertyGraph/test_data/directed");
-        let graph = SledProperty::with_data(path,node_property.into_iter(),
-                                            edge_property.into_iter(), true).unwrap();
+        let path =
+            Path::new("/home/wangran/RustProjects/PatMatch/PropertyGraph/test_data/directed");
+        let graph = SledProperty::with_data(
+            path,
+            node_property.into_iter(),
+            edge_property.into_iter(),
+            true,
+        )
+        .unwrap();
         let edge_property = graph.get_edge_property_all(1u32, 0u32).unwrap();
         assert_eq!(edge_property, None);
     }
 
-}
\ No newline at end of file
+}
diff --git a/tests/property.rs b/tests/property.rs
index ca66dc83..76bf4ef8 100644
--- a/tests/property.rs
+++ b/tests/property.rs
@@ -18,21 +18,20 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-extern crate rust_graph;
 extern crate json;
+extern crate rust_graph;
 
 use std::collections::HashMap;
 use std::path::Path;
 
-use rust_graph::property::*;
-use rust_graph::property::filter::*;
-use json::JsonValue;
 use json::number::Number;
+use json::JsonValue;
 use json::{array, object};
+use rust_graph::property::filter::*;
+use rust_graph::property::*;
 
 use std::time::Instant;
 
-
 #[test]
 fn test_cached_boolean_expression() {
     // WHERE a.is_member;
@@ -45,12 +44,14 @@ fn test_cached_boolean_expression() {
 
     property_filter.pre_fetch(&[0, 1], &property_graph);
 
-    let result: Vec<u32> = vec![0, 1].into_iter().filter(|x| property_filter.filter(*x)).collect();
+    let result: Vec<u32> = vec![0, 1]
+        .into_iter()
+        .filter(|x| property_filter.filter(*x))
+        .collect();
 
     assert_eq!(vec![0], result);
 }
 
-
 #[test]
 fn test_cached_num_compare_expression() {
     // WHERE a.age > 25;
@@ -59,7 +60,6 @@ fn test_cached_num_compare_expression() {
     let exp1 = Const::new(JsonValue::Number(Number::from(25)));
     let exp = PredicateExpression::new(&exp0, &exp1, PredicateOperator::GreaterThan);
 
-
     let property_graph = create_cached_property();
 
     let mut node_cache = HashNodeCache::new();
@@ -67,12 +67,14 @@ fn test_cached_num_compare_expression() {
 
     property_filter.pre_fetch(&[0, 1], &property_graph);
 
-    let result: Vec<u32> = vec![0, 1].into_iter().filter(|x| property_filter.filter(*x)).collect();
+    let result: Vec<u32> = vec![0, 1]
+        .into_iter()
+        .filter(|x| property_filter.filter(*x))
+        .collect();
 
     assert_eq!(vec![1], result);
 }
 
-
 #[test]
 fn test_cached_arithmetic_expression() {
     // WHERE a.age + 10 > 35;
@@ -84,7 +86,6 @@ fn test_cached_arithmetic_expression() {
 
     let exp = PredicateExpression::new(&exp2, &exp3, PredicateOperator::GreaterThan);
 
-
     let property_graph = create_cached_property();
 
     let mut node_cache = HashNodeCache::new();
@@ -92,12 +93,14 @@ fn test_cached_arithmetic_expression() {
 
     property_filter.pre_fetch(&[0, 1], &property_graph);
 
-    let result: Vec<u32> = vec![0, 1].into_iter().filter(|x| property_filter.filter(*x)).collect();
+    let result: Vec<u32> = vec![0, 1]
+        .into_iter()
+        .filter(|x| property_filter.filter(*x))
+        .collect();
 
     assert_eq!(result, vec![1]);
 }
 
-
 #[test]
 fn test_cached_logical_expression() {
     // WHERE a.age + 10 > 35 AND a.is_member;
@@ -118,12 +121,14 @@ fn test_cached_logical_expression() {
 
     property_filter.pre_fetch(&[0, 1], &property_graph);
 
-    let result: Vec<u32> = vec![0, 1].into_iter().filter(|x| property_filter.filter(*x)).collect();
+    let result: Vec<u32> = vec![0, 1]
+        .into_iter()
+        .filter(|x| property_filter.filter(*x))
+        .collect();
 
     assert_eq!(vec![0], result);
 }
 
-
 #[test]
 fn test_cached_string_compare_expression() {
     // WHERE a.name CONTAINS "arr";
@@ -139,7 +144,10 @@ fn test_cached_string_compare_expression() {
 
     property_filter.pre_fetch(&[0, 1], &property_graph);
 
-    let result: Vec<u32> = vec![0, 1].into_iter().filter(|x| property_filter.filter(*x)).collect();
+    let result: Vec<u32> = vec![0, 1]
+        .into_iter()
+        .filter(|x| property_filter.filter(*x))
+        .collect();
 
     assert_eq!(vec![1], result);
 }
@@ -162,21 +170,25 @@ fn test_cached_string_concat_expression() {
 
     property_filter.pre_fetch(&[0, 1], &property_graph);
 
-    let result: Vec<u32> = vec![0, 1].into_iter().filter(|x| property_filter.filter(*x)).collect();
+    let result: Vec<u32> = vec![0, 1]
+        .into_iter()
+        .filter(|x| property_filter.filter(*x))
+        .collect();
 
     assert_eq!(vec![1], result);
 }
 
-
 #[test]
 fn test_cached_range_predicate_expression() {
     // WHERE 18 <= a.age <= 22;
 
     let exp0 = Var::new("age".to_owned());
-    let exp1 = Const::new(array![JsonValue::Number(Number::from(18)), JsonValue::Number(Number::from(22))]);
+    let exp1 = Const::new(array![
+        JsonValue::Number(Number::from(18)),
+        JsonValue::Number(Number::from(22))
+    ]);
     let exp = PredicateExpression::new(&exp0, &exp1, PredicateOperator::Range);
 
-
     let property_graph = create_cached_property();
 
     let mut node_cache = HashNodeCache::new();
@@ -184,12 +196,14 @@ fn test_cached_range_predicate_expression() {
 
     property_filter.pre_fetch(&[0, 1], &property_graph);
 
-    let result: Vec<u32> = vec![0, 1].into_iter().filter(|x| property_filter.filter(*x)).collect();
+    let result: Vec<u32> = vec![0, 1]
+        .into_iter()
+        .filter(|x| property_filter.filter(*x))
+        .collect();
 
     assert_eq!(vec![0], result);
 }
 
-
 #[test]
 fn test_cached_error_boolean_expression() {
     // WHERE a.is_member;
@@ -202,7 +216,10 @@ fn test_cached_error_boolean_expression() {
 
     property_filter.pre_fetch(&[0, 1], &property_graph);
 
-    let result: Vec<u32> = vec![0, 1].into_iter().filter(|x| property_filter.filter(*x)).collect();
+    let result: Vec<u32> = vec![0, 1]
+        .into_iter()
+        .filter(|x| property_filter.filter(*x))
+        .collect();
 
     assert_eq!(Vec::<u32>::new(), result);
 }
@@ -238,12 +255,14 @@ fn test_cached_complex_expression() {
 
     property_filter.pre_fetch(&[0, 1], &property_graph);
 
-    let result: Vec<u32> = vec![0, 1].into_iter().filter(|x| property_filter.filter(*x)).collect();
+    let result: Vec<u32> = vec![0, 1]
+        .into_iter()
+        .filter(|x| property_filter.filter(*x))
+        .collect();
     println!("{:?}", result);
     //    assert_eq!(vec![0], result);
 }
 
-
 fn create_cached_property() -> CachedProperty<u32> {
     let mut node_property = HashMap::new();
     let mut edge_property = HashMap::new();
@@ -251,34 +270,33 @@ fn create_cached_property() -> CachedProperty<u32> {
     node_property.insert(
         0u32,
         object!(
-            "name"=>"John",
-            "age"=>20,
-            "is_member"=>true,
-            "scores"=>array![9,8,10],
-            ),
+        "name"=>"John",
+        "age"=>20,
+        "is_member"=>true,
+        "scores"=>array![9,8,10],
+        ),
     );
 
     node_property.insert(
         1,
         object!(
-            "name"=>"Marry",
-            "age"=>30,
-            "is_member"=>false,
-            "scores"=>array![10,10,9],
-            ),
+        "name"=>"Marry",
+        "age"=>30,
+        "is_member"=>false,
+        "scores"=>array![10,10,9],
+        ),
     );
 
     edge_property.insert(
         (0, 1),
         object!(
-            "friend_since"=>"2018-11-15",
-            ),
+        "friend_since"=>"2018-11-15",
+        ),
     );
 
     CachedProperty::with_data(node_property, edge_property, false)
 }
 
-
 //#[test]
 //fn test_sled_boolean_expression() {
 //    // WHERE a.is_member;
@@ -298,7 +316,6 @@ fn create_cached_property() -> CachedProperty<u32> {
 //    assert_eq!(result1.unwrap(), false);
 //}
 
-
 #[test]
 fn test_sled_num_compare_expression() {
     // WHERE a.age > 25;
@@ -317,14 +334,13 @@ fn test_sled_num_compare_expression() {
 
     property_filter.pre_fetch(&[0u32, 1], &property_graph);
     println!("{:?}", t1.elapsed());
-//    let result0 = property_filter.get_result(0);
-//    let result1 = property_filter.get_result(1);
-//
-//    assert_eq!(result0.unwrap(), false);
-//    assert_eq!(result1.unwrap(), true);
+    //    let result0 = property_filter.get_result(0);
+    //    let result1 = property_filter.get_result(1);
+    //
+    //    assert_eq!(result0.unwrap(), false);
+    //    assert_eq!(result1.unwrap(), true);
 }
 
-
 fn create_sled_property() -> SledProperty {
     let mut node_property = HashMap::new();
     let mut edge_property = HashMap::new();
@@ -343,13 +359,18 @@ fn create_sled_property() -> SledProperty {
     edge_property.insert(
         (0, 1),
         object!(
-            "friend_since"=>"2018-11-15",
-            ),
+        "friend_since"=>"2018-11-15",
+        ),
     );
 
     let path = Path::new("../undirected");
-    let db = SledProperty::with_data(path, node_property.into_iter(),
-                                     edge_property.into_iter(), false).unwrap();
+    let db = SledProperty::with_data(
+        path,
+        node_property.into_iter(),
+        edge_property.into_iter(),
+        false,
+    )
+    .unwrap();
     db.flush();
     db
 }
diff --git a/tests/property_parser.rs b/tests/property_parser.rs
index 2ff75951..a9917c70 100644
--- a/tests/property_parser.rs
+++ b/tests/property_parser.rs
@@ -18,20 +18,20 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-extern crate rust_graph;
 extern crate json;
+extern crate rust_graph;
 extern crate sled;
 
 use std::collections::HashMap;
 use std::path::Path;
 
-use rust_graph::property::*;
 use rust_graph::property::filter::*;
 use rust_graph::property::parse_property;
 use rust_graph::property::parse_property_tree;
+use rust_graph::property::*;
 
-use json::JsonValue;
 use json::number::Number;
+use json::JsonValue;
 use json::{array, object};
 
 use sled::Db;
@@ -42,7 +42,6 @@ use std::fs::File;
 use std::io::prelude::*;
 use std::io::BufReader;
 
-
 #[test]
 fn test_cypher_two_vars() {
     // match (a)-[b]-(c) where a.age > 10 and b.age < 5;
@@ -63,7 +62,10 @@ fn test_cypher_two_vars() {
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_filter.pre_fetch(&vec, &property_graph);
 
-    let result: Vec<u32> = vec.into_iter().filter(|x| property_filter.filter(*x)).collect();
+    let result: Vec<u32> = vec
+        .into_iter()
+        .filter(|x| property_filter.filter(*x))
+        .collect();
 
     assert_eq!(vec![0, 4], result);
 }
@@ -72,7 +74,8 @@ fn test_cypher_two_vars() {
 fn test_cypher_two_vars2() {
     // match (a)-[b]-(c) where a.age > 10 and b.age + 5 < a.age;
 
-    let result = lines_from_file("/Users/mengmeng/RustProject/rust_graph_lib/tests/cypher_tree/5.txt");
+    let result =
+        lines_from_file("/Users/mengmeng/RustProject/rust_graph_lib/tests/cypher_tree/5.txt");
     let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
     let exp = parse_property(cypher_tree);
 
@@ -82,7 +85,10 @@ fn test_cypher_two_vars2() {
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_filter.pre_fetch(&vec, &property_graph);
 
-    let result: Vec<u32> = vec.into_iter().filter(|x| property_filter.filter(*x)).collect();
+    let result: Vec<u32> = vec
+        .into_iter()
+        .filter(|x| property_filter.filter(*x))
+        .collect();
 
     assert_eq!(vec![0, 4], result);
 }
@@ -91,7 +97,8 @@ fn test_cypher_two_vars2() {
 fn test_cypher_two_vars3() {
     // match (a)-[b]-(c) where a.age + b.age > 10 or b.age + 5 < a.age;
 
-    let result = lines_from_file("/Users/mengmeng/RustProject/rust_graph_lib/tests/cypher_tree/6.txt");
+    let result =
+        lines_from_file("/Users/mengmeng/RustProject/rust_graph_lib/tests/cypher_tree/6.txt");
     let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
     let exp = parse_property(cypher_tree);
 
@@ -101,16 +108,20 @@ fn test_cypher_two_vars3() {
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_filter.pre_fetch(&vec, &property_graph);
 
-    let result: Vec<u32> = vec.into_iter().filter(|x| property_filter.filter(*x)).collect();
+    let result: Vec<u32> = vec
+        .into_iter()
+        .filter(|x| property_filter.filter(*x))
+        .collect();
 
-    assert_eq!(vec![0, 1, 2, 3, 4 ,5], result);
+    assert_eq!(vec![0, 1, 2, 3, 4, 5], result);
 }
 
 #[test]
 fn test_cypher_two_vars4() {
     // match (a)-[b]-(c) ;
 
-    let result = lines_from_file("/Users/mengmeng/RustProject/rust_graph_lib/tests/cypher_tree/7.txt");
+    let result =
+        lines_from_file("/Users/mengmeng/RustProject/rust_graph_lib/tests/cypher_tree/7.txt");
     let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
     let exp = parse_property(cypher_tree);
 
@@ -120,9 +131,12 @@ fn test_cypher_two_vars4() {
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_filter.pre_fetch(&vec, &property_graph);
 
-    let result: Vec<u32> = vec.into_iter().filter(|x| property_filter.filter(*x)).collect();
+    let result: Vec<u32> = vec
+        .into_iter()
+        .filter(|x| property_filter.filter(*x))
+        .collect();
 
-    assert_eq!(vec![0, 1, 2, 3, 4 ,5], result);
+    assert_eq!(vec![0, 1, 2, 3, 4, 5], result);
 }
 //#[test]
 //fn test_cypher_larger_than() {
@@ -200,8 +214,6 @@ fn test_cypher_two_vars4() {
 //    assert_eq!(vec![0, 3, 4], result);
 //}
 
-
-
 fn lines_from_file(filename: impl AsRef<Path>) -> Vec<String> {
     let file = File::open(filename).expect("no such file");
     let buf = BufReader::new(file);
@@ -210,7 +222,6 @@ fn lines_from_file(filename: impl AsRef<Path>) -> Vec<String> {
         .collect()
 }
 
-
 fn create_sled_property() -> SledProperty {
     let mut node_property = HashMap::new();
     let mut edge_property = HashMap::new();
@@ -218,61 +229,66 @@ fn create_sled_property() -> SledProperty {
     node_property.insert(
         0u32,
         object!(
-            "name"=>"Bhello",
-            "age"=>15,
-            ),
+        "name"=>"Bhello",
+        "age"=>15,
+        ),
     );
 
     node_property.insert(
         1,
         object!(
-            "name"=>"Jack",
-            "age"=>6,
-            ),
+        "name"=>"Jack",
+        "age"=>6,
+        ),
     );
 
     node_property.insert(
         2,
         object!(
-            "name"=>"Thello",
-            "age"=>3,
-            ),
+        "name"=>"Thello",
+        "age"=>3,
+        ),
     );
 
     node_property.insert(
         3,
         object!(
-            "name"=>"hello",
-            "age"=>5,
-            ),
+        "name"=>"hello",
+        "age"=>5,
+        ),
     );
 
     node_property.insert(
         4,
         object!(
-            "name"=>"Chello",
-            "age"=>13,
-            ),
+        "name"=>"Chello",
+        "age"=>13,
+        ),
     );
 
     node_property.insert(
         5,
         object!(
-            "name"=>"Shello",
-            "age"=>1,
-            ),
+        "name"=>"Shello",
+        "age"=>1,
+        ),
     );
 
     edge_property.insert(
         (0u32, 1),
         object!(
-            "friend_since"=>"2018-11-15",
-            ),
+        "friend_since"=>"2018-11-15",
+        ),
     );
 
     let path = Path::new("../undirected");
-    let db = SledProperty::with_data(path, node_property.into_iter(),
-                                     edge_property.into_iter(), false).unwrap();
+    let db = SledProperty::with_data(
+        path,
+        node_property.into_iter(),
+        edge_property.into_iter(),
+        false,
+    )
+    .unwrap();
     db.flush();
     db
 }

From 8aefe10454fda2f144585810e42a5b0821c23300 Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Fri, 12 Apr 2019 12:12:04 +1000
Subject: [PATCH 141/391] update extend_edge_property

---
 src/property/mod.rs | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/property/mod.rs b/src/property/mod.rs
index 53295ae6..d0353bd7 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -62,7 +62,7 @@ pub trait PropertyGraph<Id: IdType> {
         &self,
         props: I,
     ) -> Result<(), PropertyError>;
-    fn extend_edge_property<I: IntoIterator<Item = (Id, Id, Option<JsonValue>)>>(
+    fn extend_edge_property<I: IntoIterator<Item = ((Id, Id), Option<JsonValue>)>>(
         &self,
         props: I,
     ) -> Result<(), PropertyError>;

From 96b7e54f366eb6044be6e3de8ef137ab498b6bfb Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Sat, 13 Apr 2019 17:10:45 +1000
Subject: [PATCH 142/391] use FxHash in SetMap

---
 Cargo.toml         |  1 +
 src/lib.rs         |  1 +
 src/map/set_map.rs | 19 +++++++++----------
 src/map/vec_map.rs | 10 +++++-----
 4 files changed, 16 insertions(+), 15 deletions(-)

diff --git a/Cargo.toml b/Cargo.toml
index a727d781..80a676ba 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -24,6 +24,7 @@ regex = {version = "1", optional = true }
 fixedbitset = "0.1.9"
 hashbrown = {version = "0.2.0", features = ["serde"] }
 rayon = "1.0.3"
+fxhash = "0.2.1"
 
 [dev-dependencies]
 tempfile = "3.0.4"
diff --git a/src/lib.rs b/src/lib.rs
index 56258608..2736fa66 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -22,6 +22,7 @@ extern crate bincode;
 extern crate counter;
 extern crate csv;
 extern crate fixedbitset;
+extern crate fxhash;
 extern crate hashbrown;
 extern crate indexmap;
 extern crate itertools;
diff --git a/src/map/set_map.rs b/src/map/set_map.rs
index 7ea6271d..06dcb29c 100644
--- a/src/map/set_map.rs
+++ b/src/map/set_map.rs
@@ -21,6 +21,7 @@
 use std::hash::{Hash, Hasher};
 use std::iter::FromIterator;
 
+use fxhash::FxBuildHasher;
 use indexmap::IndexSet;
 use serde;
 
@@ -28,10 +29,12 @@ use generic::{Iter, MapTrait, MutMapTrait};
 use io::serde::{Deserialize, Serialize};
 use map::VecMap;
 
+type FxIndexSet<V> = IndexSet<V, FxBuildHasher>;
+
 /// More efficient but less compact.
 #[derive(Debug, PartialEq, Eq, Clone, Serialize, Deserialize)]
 pub struct SetMap<L: Hash + Eq> {
-    labels: IndexSet<L>,
+    labels: FxIndexSet<L>,
 }
 
 impl<L: Hash + Eq> Serialize for SetMap<L> where L: serde::Serialize {}
@@ -41,24 +44,20 @@ impl<L: Hash + Eq> Deserialize for SetMap<L> where L: for<'de> serde::Deserializ
 impl<L: Hash + Eq> SetMap<L> {
     pub fn new() -> Self {
         SetMap {
-            labels: IndexSet::<L>::new(),
+            labels: FxIndexSet::default(),
         }
     }
 
     pub fn with_capacity(capacity: usize) -> Self {
         SetMap {
-            labels: IndexSet::<L>::with_capacity(capacity),
+            labels: IndexSet::with_capacity_and_hasher(capacity, FxBuildHasher::default()),
         }
     }
 
-    pub fn with_data(data: IndexSet<L>) -> Self {
-        SetMap { labels: data }
-    }
-
     pub fn from_vec(vec: Vec<L>) -> Self {
-        let indexset: IndexSet<_> = vec.into_iter().collect();
-
-        SetMap::with_data(indexset)
+        SetMap {
+            labels: vec.into_iter().collect(),
+        }
     }
 
     pub fn clear(&mut self) {
diff --git a/src/map/vec_map.rs b/src/map/vec_map.rs
index 305d9fc5..37f13a2a 100644
--- a/src/map/vec_map.rs
+++ b/src/map/vec_map.rs
@@ -50,7 +50,7 @@ impl<L> VecMap<L> {
         }
     }
 
-    pub fn with_data(labels: Vec<L>) -> Self {
+    pub fn from_vec(labels: Vec<L>) -> Self {
         VecMap { labels }
     }
 
@@ -146,13 +146,13 @@ impl<L: Eq> FromIterator<L> for VecMap<L> {
 
 impl<L: Eq> From<Vec<L>> for VecMap<L> {
     fn from(vec: Vec<L>) -> Self {
-        VecMap::with_data(vec)
+        VecMap::from_vec(vec)
     }
 }
 
 impl<'a, L: Eq + Clone> From<&'a Vec<L>> for VecMap<L> {
     fn from(vec: &'a Vec<L>) -> Self {
-        VecMap::with_data(vec.clone())
+        VecMap::from_vec(vec.clone())
     }
 }
 
@@ -160,7 +160,7 @@ impl<L: Hash + Eq> From<SetMap<L>> for VecMap<L> {
     fn from(set_map: SetMap<L>) -> Self {
         let data = set_map.items_vec();
 
-        VecMap::with_data(data)
+        VecMap::from_vec(data)
     }
 }
 
@@ -168,7 +168,7 @@ impl<'a, L: Hash + Eq + Clone> From<&'a SetMap<L>> for VecMap<L> {
     fn from(set_map: &'a SetMap<L>) -> Self {
         let data = set_map.clone().items_vec();
 
-        VecMap::with_data(data)
+        VecMap::from_vec(data)
     }
 }
 

From 536c61d456d925bb6b3d7724f499a6e948b4f294 Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Sat, 13 Apr 2019 18:18:14 +1000
Subject: [PATCH 143/391] remove duplicated code in io::csv

---
 src/io/csv/reader.rs | 44 ++++----------------------------------------
 1 file changed, 4 insertions(+), 40 deletions(-)

diff --git a/src/io/csv/reader.rs b/src/io/csv/reader.rs
index 67b77b2b..f10ef856 100644
--- a/src/io/csv/reader.rs
+++ b/src/io/csv/reader.rs
@@ -116,48 +116,12 @@ where
     for<'de> EL: Deserialize<'de>,
 {
     pub fn read<G: MutGraphTrait<Id, NL, EL, L>, L: IdType>(&self, g: &mut G) -> Result<()> {
-        if let Some(ref path_to_nodes) = self.path_to_nodes {
-            info!(
-                "Adding nodes from {}",
-                path_to_nodes.as_path().to_str().unwrap()
-            );
-            let rdr = ReaderBuilder::new()
-                .comment(Some(b'#')) // Skip the `#` comment line by default
-                .has_headers(self.has_headers)
-                .flexible(self.is_flexible)
-                .delimiter(self.separator)
-                .from_path(path_to_nodes.as_path())?;
-
-            for (i, result) in rdr.into_deserialize().enumerate() {
-                match result {
-                    Ok(_result) => {
-                        let record: NodeRecord<Id, NL> = _result;
-                        record.add_to_graph(g);
-                    }
-                    Err(e) => warn!("Line {:?}: Error when reading csv: {:?}", i + 1, e),
-                }
-            }
+        for (n, label) in self.node_iter()? {
+            g.add_node(n, label);
         }
 
-        info!(
-            "Adding edges from {}",
-            self.path_to_edges.as_path().to_str().unwrap()
-        );
-
-        let rdr = ReaderBuilder::new()
-            .has_headers(self.has_headers)
-            .flexible(self.is_flexible)
-            .delimiter(self.separator)
-            .from_path(self.path_to_edges.as_path())?;
-
-        for (i, result) in rdr.into_deserialize().enumerate() {
-            match result {
-                Ok(_result) => {
-                    let record: EdgeRecord<Id, EL> = _result;
-                    record.add_to_graph(g);
-                }
-                Err(e) => warn!("Line {:?}: Error when reading csv: {:?}", i + 1, e),
-            }
+        for (s, d, label) in self.edge_iter()? {
+            g.add_edge(s, d, label);
         }
 
         Ok(())

From 11c21689d60b562737c687ad9bdf9b31b4d604d5 Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Thu, 18 Apr 2019 15:50:43 +1000
Subject: [PATCH 144/391] add property reader

---
 Cargo.toml           |  1 +
 src/io/csv/mod.rs    |  1 +
 src/io/csv/reader.rs | 75 ++++++++++++++++++++++++++++++++++++++------
 src/io/csv/record.rs | 36 ++++++++++++++++++---
 src/lib.rs           |  1 +
 5 files changed, 100 insertions(+), 14 deletions(-)

diff --git a/Cargo.toml b/Cargo.toml
index a727d781..4b5025b5 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -24,6 +24,7 @@ regex = {version = "1", optional = true }
 fixedbitset = "0.1.9"
 hashbrown = {version = "0.2.0", features = ["serde"] }
 rayon = "1.0.3"
+serde_json = "1.0.39"
 
 [dev-dependencies]
 tempfile = "3.0.4"
diff --git a/src/io/csv/mod.rs b/src/io/csv/mod.rs
index 989f0e9c..4bd9b115 100644
--- a/src/io/csv/mod.rs
+++ b/src/io/csv/mod.rs
@@ -27,6 +27,7 @@ use std::io::Result;
 use std::path::Path;
 
 use serde::{Deserialize, Serialize};
+pub use serde_json::value::Value as JsonValue;
 
 use generic::{GeneralGraph, IdType, MutGraphTrait};
 pub use io::csv::reader::CSVReader;
diff --git a/src/io/csv/reader.rs b/src/io/csv/reader.rs
index 67b77b2b..8a5241d4 100644
--- a/src/io/csv/reader.rs
+++ b/src/io/csv/reader.rs
@@ -32,14 +32,16 @@ use std::path::{Path, PathBuf};
 
 use csv::ReaderBuilder;
 use serde::Deserialize;
+use serde_json::to_value;
 
 use generic::{IdType, Iter, MutGraphTrait};
-use io::csv::record::{EdgeRecord, NodeRecord};
+use io::csv::record::{EdgeRecord, NodeRecord, PropEdgeRecord, PropNodeRecord};
+use io::csv::JsonValue;
 
 #[derive(Debug)]
-pub struct CSVReader<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a> {
-    path_to_nodes: Option<PathBuf>,
-    path_to_edges: PathBuf,
+pub struct CSVReader<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a = NL> {
+    path_to_nodes: Vec<PathBuf>,
+    path_to_edges: Vec<PathBuf>,
     separator: u8,
     has_headers: bool,
     // Whether the number of fields in records is allowed to change or not.
@@ -63,8 +65,8 @@ impl<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a> Clone for CSVReader
 impl<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a> CSVReader<'a, Id, NL, EL> {
     pub fn new<P: AsRef<Path>>(path_to_nodes: Option<P>, path_to_edges: P) -> Self {
         CSVReader {
-            path_to_nodes: path_to_nodes.map(|x| x.as_ref().to_path_buf()),
-            path_to_edges: path_to_edges.as_ref().to_path_buf(),
+            path_to_nodes: path_to_nodes.map_or(Vec::new(),|x| vec![x.as_ref().to_path_buf()]),
+            path_to_edges: vec![path_to_edges.as_ref().to_path_buf()],
             separator: b',',
             has_headers: true,
             is_flexible: false,
@@ -89,8 +91,8 @@ impl<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a> CSVReader<'a, Id, N
         }
 
         CSVReader {
-            path_to_nodes: path_to_nodes.map(|x| x.as_ref().to_path_buf()),
-            path_to_edges: path_to_edges.as_ref().to_path_buf(),
+            path_to_nodes: path_to_nodes.map_or(Vec::new(),|x| vec![x.as_ref().to_path_buf()]),
+            path_to_edges: vec![path_to_edges.as_ref().to_path_buf()],
             separator: sep_string.chars().next().unwrap() as u8,
             has_headers: true,
             is_flexible: false,
@@ -212,7 +214,7 @@ where
             .filter_map(|(i, result)| match result {
                 Ok(_result) => {
                     let record: EdgeRecord<Id, EL> = _result;
-                    Some((record.start, record.target, record.label))
+                    Some((record.src, record.dst, record.label))
                 }
                 Err(e) => {
                     warn!("Line {:?}: Error when reading csv: {:?}", i + 1, e);
@@ -222,4 +224,59 @@ where
 
         Ok(Iter::new(Box::new(rdr)))
     }
+
+    pub fn node_prop_iter(&self) -> Result<Iter<'a, (Id, Option<NL>, JsonValue)>> {
+        assert!(self.has_headers);
+
+        if let Some(ref path_to_nodes) = self.path_to_nodes {
+            info!(
+                "Reading nodes from {}",
+                path_to_nodes.as_path().to_str().unwrap()
+            );
+            let rdr = ReaderBuilder::new()
+                .has_headers(self.has_headers)
+                .flexible(self.is_flexible)
+                .delimiter(self.separator)
+                .from_path(path_to_nodes.as_path())?;
+
+            let rdr = rdr.into_deserialize().enumerate().map(|(i, result)| {
+                let record: PropNodeRecord<Id, NL> =
+                    result.expect(&format!("Error when reading line {}", i + 1));
+
+                let prop = to_value(record.properties)
+                    .expect(&format!("Error when parsing line {} to Json", i + 1));
+
+                (record.id, record.label, prop)
+            });
+
+            Ok(Iter::new(Box::new(rdr)))
+        } else {
+            Ok(Iter::empty())
+        }
+    }
+
+    pub fn edge_prop_iter(&self) -> Result<Iter<'a, (Id, Id, Option<EL>, JsonValue)>> {
+        assert!(self.has_headers);
+
+        info!(
+            "Reading edges from {}",
+            self.path_to_edges.as_path().to_str().unwrap()
+        );
+        let rdr = ReaderBuilder::new()
+            .has_headers(self.has_headers)
+            .flexible(self.is_flexible)
+            .delimiter(self.separator)
+            .from_path(self.path_to_edges.as_path())?;
+
+        let rdr = rdr.into_deserialize().enumerate().map(|(i, result)| {
+            let record: PropEdgeRecord<Id, EL> =
+                result.expect(&format!("Error when reading line {}", i + 1));
+            let prop = to_value(record.properties)
+                .expect(&format!("Error when parsing line {} to Json", i + 1));
+
+            (record.src, record.dst, record.label, prop)
+        });
+
+        Ok(Iter::new(Box::new(rdr)))
+    }
 }
diff --git a/src/io/csv/record.rs b/src/io/csv/record.rs
index e2bc16ec..debeee80 100644
--- a/src/io/csv/record.rs
+++ b/src/io/csv/record.rs
@@ -18,6 +18,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
+use std::collections::BTreeMap;
 use std::fmt;
 use std::hash::Hash;
 use std::marker::PhantomData;
@@ -26,6 +27,7 @@ use serde;
 use serde::de::{self, Deserialize, Deserializer, MapAccess, SeqAccess, Visitor};
 
 use generic::{IdType, MutGraphTrait};
+use io::csv::JsonValue;
 
 #[derive(Debug, Serialize)]
 pub struct NodeRecord<Id: IdType, N: Hash + Eq> {
@@ -38,13 +40,37 @@ pub struct NodeRecord<Id: IdType, N: Hash + Eq> {
 #[derive(Debug, Serialize)]
 pub struct EdgeRecord<Id: IdType, E: Hash + Eq> {
     #[serde(rename = ":START_ID")]
-    pub(crate) start: Id,
+    pub(crate) src: Id,
     #[serde(rename = ":END_ID")]
-    pub(crate) target: Id,
+    pub(crate) dst: Id,
     #[serde(rename = ":TYPE")]
     pub(crate) label: Option<E>,
 }
 
+#[derive(Debug, Deserialize, Serialize)]
+pub struct PropNodeRecord<Id: IdType, N: Hash + Eq> {
+    #[serde(rename = "nodeId:ID")]
+    pub(crate) id: Id,
+    #[serde(rename = ":LABEL")]
+    pub(crate) label: Option<N>,
+
+    #[serde(flatten)]
+    pub(crate) properties: BTreeMap<String, JsonValue>,
+}
+
+#[derive(Debug, Deserialize, Serialize)]
+pub struct PropEdgeRecord<Id: IdType, E: Hash + Eq> {
+    #[serde(rename = ":START_ID")]
+    pub(crate) src: Id,
+    #[serde(rename = ":END_ID")]
+    pub(crate) dst: Id,
+    #[serde(rename = ":TYPE")]
+    pub(crate) label: Option<E>,
+
+    #[serde(flatten)]
+    pub(crate) properties: BTreeMap<String, JsonValue>,
+}
+
 impl<Id: IdType, N: Hash + Eq> NodeRecord<Id, N> {
     #[inline]
     pub fn new(id: Id, label: Option<N>) -> Self {
@@ -61,15 +87,15 @@ impl<Id: IdType, E: Hash + Eq> EdgeRecord<Id, E> {
     #[inline]
     pub fn new(start: Id, target: Id, label: Option<E>) -> Self {
         EdgeRecord {
-            start,
-            target,
+            src: start,
+            dst: target,
             label,
         }
     }
 
     #[inline]
     pub fn add_to_graph<N: Hash + Eq, G: MutGraphTrait<Id, N, E, L>, L: IdType>(self, g: &mut G) {
-        g.add_edge(self.start, self.target, self.label);
+        g.add_edge(self.src, self.dst, self.label);
     }
 }
 
diff --git a/src/lib.rs b/src/lib.rs
index 56258608..54824c30 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -28,6 +28,7 @@ extern crate itertools;
 extern crate rand;
 extern crate rayon;
 extern crate serde;
+extern crate serde_json;
 
 #[macro_use]
 extern crate log;

From 13cd6218facecaff185971c1142afc576327cedb Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Thu, 18 Apr 2019 16:21:29 +1000
Subject: [PATCH 145/391] Added functions to insert nodes and edges.

---
 src/property/sled_property.rs | 108 ++++++++++++++++++++++++++++------
 1 file changed, 89 insertions(+), 19 deletions(-)

diff --git a/src/property/sled_property.rs b/src/property/sled_property.rs
index 6d9f1013..dd5f715a 100644
--- a/src/property/sled_property.rs
+++ b/src/property/sled_property.rs
@@ -38,16 +38,17 @@ pub struct SledProperty {
 }
 
 impl SledProperty {
-    pub fn new(store_path: &Path, is_directed: bool) -> Result<Self, PropertyError> {
+    pub fn new(node_path: &Path, edge_path: &Path, is_directed: bool) -> Result<Self, PropertyError> {
         Ok(SledProperty {
-            node_property: Tree::start_default(store_path)?,
-            edge_property: Tree::start_default(store_path)?,
+            node_property: Tree::start_default(node_path)?,
+            edge_property: Tree::start_default(edge_path)?,
             is_directed,
         })
     }
 
     pub fn with_data<Id: IdType + Serialize, N, E>(
-        store_path: &Path,
+        node_path: &Path,
+        edge_path: &Path,
         node_property: N,
         edge_property: E,
         is_directed: bool,
@@ -56,10 +57,11 @@ impl SledProperty {
         N: Iterator<Item = (Id, JsonValue)>,
         E: Iterator<Item = ((Id, Id), JsonValue)>,
     {
-        let config = ConfigBuilder::default().path(store_path.to_owned()).build();
+        let node_config = ConfigBuilder::default().path(node_path.to_owned()).build();
+        let edge_config = ConfigBuilder::default().path(edge_path.to_owned()).build();
 
-        let node_tree = Tree::start(config.clone())?;
-        let edge_tree = Tree::start(config.clone())?;
+        let node_tree = Tree::start(node_config.clone())?;
+        let edge_tree = Tree::start(edge_config.clone())?;
         for (id, names) in node_property {
             let id_bytes = bincode::serialize(&id)?;
             let names_str = names.dump();
@@ -188,6 +190,70 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
             None => Ok(None),
         }
     }
+    fn insert_node_property(&mut self, id: Id, prop: JsonValue) -> Result<Option<JsonValue>, PropertyError> {
+        let id_bytes = bincode::serialize(&id)?;
+        let names_str = prop.dump();
+        let names_bytes = names_str.as_bytes();
+        let _value = self.node_property.set(id_bytes, names_bytes.to_vec())?;
+        self.node_property.flush();
+
+        match _value {
+            Some(value_bytes) => {
+                let value = String::from_utf8(value_bytes.to_vec())?;
+                let value_parsed = json::parse(&value)?;
+                Ok(Some(value_parsed))
+            }
+            None => Ok(None),
+        }
+    }
+
+    fn insert_edge_property(&mut self, mut src: Id, mut dst: Id, prop: JsonValue) -> Result<Option<JsonValue>, PropertyError> {
+        if !self.is_directed {
+            self.swap_edge(&mut src, &mut dst);
+        }
+
+        let id_bytes = bincode::serialize(&(src, dst))?;
+        let names_str = prop.dump();
+        let names_bytes = names_str.as_bytes();
+        let _value = self.edge_property.set(id_bytes, names_bytes.to_vec())?;
+        self.edge_property.flush();
+
+        match _value {
+            Some(value_bytes) => {
+                let value = String::from_utf8(value_bytes.to_vec())?;
+                let value_parsed = json::parse(&value)?;
+                Ok(Some(value_parsed))
+            }
+            None => Ok(None),
+        }
+    }
+
+    fn extend_node_property<I: IntoIterator<Item=(Id, JsonValue)>>(&mut self, props: I) -> Result<(), PropertyError> {
+        for (id, prop) in props {
+            let id_bytes = bincode::serialize(&id)?;
+            let names_str = prop.dump();
+            let names_bytes = names_str.as_bytes();
+            let _value = self.node_property.set(id_bytes, names_bytes.to_vec())?;
+        }
+        self.node_property.flush();
+        Ok(())
+    }
+
+    fn extend_edge_property<I: IntoIterator<Item=((Id, Id), JsonValue)>>(&mut self, props: I) -> Result<(), PropertyError> {
+        for (id, prop) in props {
+            let (mut src, mut dst) = id;
+            if !self.is_directed {
+                self.swap_edge(&mut src, &mut dst);
+            }
+
+            let id_bytes = bincode::serialize(&(src, dst))?;
+            let names_str = prop.dump();
+            let names_bytes = names_str.as_bytes();
+            let _value = self.edge_property.set(id_bytes, names_bytes.to_vec())?;
+        }
+        self.edge_property.flush();
+        Ok(())
+    }
 }
 
 #[cfg(test)]
@@ -228,15 +294,17 @@ mod test {
             ),
         );
 
-        let path =
-            Path::new("/home/wangran/RustProjects/PatMatch/PropertyGraph/test_data/undirected");
-        let graph = SledProperty::with_data(
-            path,
+        let node_path = Path::new("/Users/hao/Desktop/node_db");
+        let edge_path = Path::new("/Users/hao/Desktop/edge_db");
+
+        let mut graph = SledProperty::with_data(
+            node_path,
+            edge_path,
             node_property.into_iter(),
             edge_property.into_iter(),
             false,
         )
-        .unwrap();
+            .unwrap();
         assert_eq!(
             graph
                 .get_node_property(0u32, vec!["age".to_owned()])
@@ -301,17 +369,19 @@ mod test {
         node_property.insert(0u32, object!());
         node_property.insert(1, object!());
         edge_property.insert((0, 1), object!());
-        let path =
-            Path::new("/home/wangran/RustProjects/PatMatch/PropertyGraph/test_data/directed");
-        let graph = SledProperty::with_data(
-            path,
+        let node_path = Path::new("/Users/hao/Desktop/node_db");
+        let edge_path = Path::new("/Users/hao/Desktop/edge_db");
+
+        let mut graph = SledProperty::with_data(
+            node_path,
+            edge_path,
             node_property.into_iter(),
             edge_property.into_iter(),
-            true,
+            false,
         )
-        .unwrap();
+            .unwrap();
         let edge_property = graph.get_edge_property_all(1u32, 0u32).unwrap();
-        assert_eq!(edge_property, None);
+        assert_eq!(Some(object!()), edge_property);
     }
 
 }

From 22ba9ede4e3f51405bc52b5961713ec45e4d31a1 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Thu, 18 Apr 2019 16:21:49 +1000
Subject: [PATCH 146/391] Added function to insert nodes and edges to cached
 hashmap.

---
 src/property/cached_property.rs | 33 +++++++++++++++++++++++++++++++++
 1 file changed, 33 insertions(+)

diff --git a/src/property/cached_property.rs b/src/property/cached_property.rs
index f092f54d..4ec575d8 100644
--- a/src/property/cached_property.rs
+++ b/src/property/cached_property.rs
@@ -165,6 +165,39 @@ impl<Id: IdType> PropertyGraph<Id> for CachedProperty<Id> {
             None => Ok(None),
         }
     }
+    fn insert_node_property(&mut self, id: Id, prop: JsonValue) -> Result<Option<JsonValue>, PropertyError> {
+        let value = self.node_property.insert(id, prop);
+        Ok(value)
+    }
+
+    fn insert_edge_property(&mut self, mut src: Id, mut dst: Id, prop: JsonValue) -> Result<Option<JsonValue>, PropertyError> {
+        if !self.is_directed {
+            self.swap_edge(&mut src, &mut dst);
+        }
+
+        let value = self.edge_property.insert((src, dst), prop);
+        Ok(value)
+
+
+    }
+
+    fn extend_node_property<I: IntoIterator<Item=(Id, JsonValue)>>(&mut self, props: I) -> Result<(), PropertyError> {
+        Ok(self.node_property.extend(props))
+    }
+
+    fn extend_edge_property<I: IntoIterator<Item=((Id, Id), JsonValue)>>(&mut self, props: I) -> Result<(), PropertyError> {
+        let is_directed = self.is_directed;
+        let props = props.into_iter().map(|x| {
+            let x = x.clone();
+            let (mut mut_src, mut mut_dst) = x.0;
+            if is_directed && mut_src > mut_dst {
+                swap(&mut mut_src, &mut mut_dst);
+            }
+            ((mut_src, mut_dst), x.1)
+        });
+
+        Ok(self.edge_property.extend(props))
+    }
 }
 
 struct SerdeJsonValue {

From 948676c2f9b5b7f15c22526e9de1f64fde19e937 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Thu, 18 Apr 2019 16:22:10 +1000
Subject: [PATCH 147/391] Updated interface to insert nodes and edges.

---
 src/property/mod.rs | 17 +++++++++--------
 1 file changed, 9 insertions(+), 8 deletions(-)

diff --git a/src/property/mod.rs b/src/property/mod.rs
index d0353bd7..abc9e7d8 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -30,6 +30,7 @@ pub use property::sled_property::SledProperty;
 
 use generic::IdType;
 use json::JsonValue;
+use serde_json::Value;
 
 pub trait PropertyGraph<Id: IdType> {
     fn get_node_property(
@@ -47,23 +48,23 @@ pub trait PropertyGraph<Id: IdType> {
     fn get_edge_property_all(&self, src: Id, dst: Id) -> Result<Option<JsonValue>, PropertyError>;
 
     fn insert_node_property(
-        &self,
+        &mut self,
         id: Id,
-        prop: Option<JsonValue>,
+        prop: JsonValue,
     ) -> Result<Option<JsonValue>, PropertyError>;
     fn insert_edge_property(
-        &self,
+        &mut self,
         src: Id,
         dst: Id,
-        prop: Option<JsonValue>,
+        prop: JsonValue,
     ) -> Result<Option<JsonValue>, PropertyError>;
 
-    fn extend_node_property<I: IntoIterator<Item = (Id, Option<JsonValue>)>>(
-        &self,
+    fn extend_node_property<I: IntoIterator<Item = (Id, JsonValue)>>(
+        &mut self,
         props: I,
     ) -> Result<(), PropertyError>;
-    fn extend_edge_property<I: IntoIterator<Item = ((Id, Id), Option<JsonValue>)>>(
-        &self,
+    fn extend_edge_property<I: IntoIterator<Item = ((Id, Id), JsonValue)>>(
+        &mut self,
         props: I,
     ) -> Result<(), PropertyError>;
 

From bc19243ee3a094d86fe5db2b3091990f27d5355c Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Thu, 18 Apr 2019 16:22:31 +1000
Subject: [PATCH 148/391] Fixed type declaration of property graph.

---
 src/property/filter/edge_property_filter.rs | 4 ++--
 src/property/filter/node_property_filter.rs | 2 +-
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/src/property/filter/edge_property_filter.rs b/src/property/filter/edge_property_filter.rs
index ef36074b..5430b933 100644
--- a/src/property/filter/edge_property_filter.rs
+++ b/src/property/filter/edge_property_filter.rs
@@ -52,10 +52,10 @@ impl<'a, Id: IdType> EdgeFilter<'a, Id> {
         }
     }
 
-    pub fn pre_fetch(
+    pub fn pre_fetch<P:PropertyGraph<Id>>(
         &mut self,
         ids: &[(Id, Id)],
-        property_graph: &PropertyGraph<Id>,
+        property_graph: &P,
     ) -> PropertyResult<()> {
         for id in ids {
             if let Some(result) = property_graph.get_edge_property_all(id.0, id.1)? {
diff --git a/src/property/filter/node_property_filter.rs b/src/property/filter/node_property_filter.rs
index cd6cb756..c799601b 100644
--- a/src/property/filter/node_property_filter.rs
+++ b/src/property/filter/node_property_filter.rs
@@ -54,7 +54,7 @@ impl<'a, Id: IdType> NodeFilter<'a, Id> {
     pub fn pre_fetch(
         &mut self,
         ids: &[Id],
-        property_graph: &PropertyGraph<Id>,
+        property_graph: &impl PropertyGraph<Id>,
     ) -> PropertyResult<()> {
         for id in ids {
             if let Some(result) = property_graph.get_node_property_all(id.clone())? {

From 9c4153d1722236164fa2257678def603e417f6b7 Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Thu, 18 Apr 2019 16:29:48 +1000
Subject: [PATCH 149/391] allow multiple files to be read

---
 src/io/csv/mod.rs    |  21 ++--
 src/io/csv/reader.rs | 265 +++++++++++++++++++++++--------------------
 2 files changed, 152 insertions(+), 134 deletions(-)

diff --git a/src/io/csv/mod.rs b/src/io/csv/mod.rs
index 4bd9b115..5db491f0 100644
--- a/src/io/csv/mod.rs
+++ b/src/io/csv/mod.rs
@@ -50,8 +50,8 @@ where
 
 pub fn read_from_csv<Id, NL, EL, G, P>(
     g: &mut G,
-    path_to_nodes: Option<P>,
-    path_to_edges: P,
+    path_to_nodes: Vec<P>,
+    path_to_edges: Vec<P>,
     separator: Option<&str>,
     has_headers: bool,
     is_flexible: bool,
@@ -63,14 +63,13 @@ where
     G: MutGraphTrait<Id, NL, EL>,
     P: AsRef<Path>,
 {
-    match separator {
-        Some(sep) => CSVReader::with_separator(path_to_nodes, path_to_edges, sep)
-            .headers(has_headers)
-            .flexible(is_flexible)
-            .read(g),
-        None => CSVReader::new(path_to_nodes, path_to_edges)
-            .headers(has_headers)
-            .flexible(is_flexible)
-            .read(g),
+    let mut reader = CSVReader::new(path_to_nodes, path_to_edges)
+        .headers(has_headers)
+        .flexible(is_flexible);
+
+    if let Some(sep) = separator {
+        reader = reader.with_separator(sep);
     }
+
+    reader.read(g)
 }
diff --git a/src/io/csv/reader.rs b/src/io/csv/reader.rs
index d55bafc0..3c99adf2 100644
--- a/src/io/csv/reader.rs
+++ b/src/io/csv/reader.rs
@@ -37,6 +37,7 @@ use serde_json::to_value;
 use generic::{IdType, Iter, MutGraphTrait};
 use io::csv::record::{EdgeRecord, NodeRecord, PropEdgeRecord, PropNodeRecord};
 use io::csv::JsonValue;
+use itertools::Itertools;
 
 #[derive(Debug)]
 pub struct CSVReader<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a = NL> {
@@ -63,10 +64,16 @@ impl<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a> Clone for CSVReader
 }
 
 impl<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a> CSVReader<'a, Id, NL, EL> {
-    pub fn new<P: AsRef<Path>>(path_to_nodes: Option<P>, path_to_edges: P) -> Self {
+    pub fn new<P: AsRef<Path>>(path_to_nodes: Vec<P>, path_to_edges: Vec<P>) -> Self {
         CSVReader {
-            path_to_nodes: path_to_nodes.map_or(Vec::new(), |x| vec![x.as_ref().to_path_buf()]),
-            path_to_edges: vec![path_to_edges.as_ref().to_path_buf()],
+            path_to_nodes: path_to_nodes
+                .into_iter()
+                .map(|p| p.as_ref().to_path_buf())
+                .collect(),
+            path_to_edges: path_to_edges
+                .into_iter()
+                .map(|p| p.as_ref().to_path_buf())
+                .collect(),
             separator: b',',
             has_headers: true,
             is_flexible: false,
@@ -74,11 +81,7 @@ impl<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a> CSVReader<'a, Id, N
         }
     }
 
-    pub fn with_separator<P: AsRef<Path>>(
-        path_to_nodes: Option<P>,
-        path_to_edges: P,
-        separator: &str,
-    ) -> Self {
+    pub fn with_separator(mut self, separator: &str) -> Self {
         let sep_string = match separator {
             "comma" => ",",
             "space" => " ",
@@ -90,14 +93,10 @@ impl<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a> CSVReader<'a, Id, N
             panic!("Invalid separator {}.", sep_string);
         }
 
-        CSVReader {
-            path_to_nodes: path_to_nodes.map_or(Vec::new(), |x| vec![x.as_ref().to_path_buf()]),
-            path_to_edges: vec![path_to_edges.as_ref().to_path_buf()],
-            separator: sep_string.chars().next().unwrap() as u8,
-            has_headers: true,
-            is_flexible: false,
-            _ph: PhantomData,
-        }
+        let sep = sep_string.chars().next().unwrap() as u8;
+        self.separator = sep;
+
+        self
     }
 
     pub fn headers(mut self, has_headers: bool) -> Self {
@@ -130,117 +129,137 @@ where
     }
 
     pub fn node_iter(&self) -> Result<Iter<'a, (Id, Option<NL>)>> {
-        if let Some(ref path_to_nodes) = self.path_to_nodes {
-            info!(
-                "Reading nodes from {}",
-                path_to_nodes.as_path().to_str().unwrap()
-            );
-            let rdr = ReaderBuilder::new()
-                .has_headers(self.has_headers)
-                .flexible(self.is_flexible)
-                .delimiter(self.separator)
-                .from_path(path_to_nodes.as_path())?;
-
-            let rdr = rdr
-                .into_deserialize()
-                .enumerate()
-                .filter_map(|(i, result)| match result {
-                    Ok(_result) => {
-                        let record: NodeRecord<Id, NL> = _result;
-                        Some((record.id, record.label))
-                    }
-                    Err(e) => {
-                        warn!("Line {:?}: Error when reading csv: {:?}", i + 1, e);
-                        None
-                    }
-                });
-
-            Ok(Iter::new(Box::new(rdr)))
-        } else {
-            Ok(Iter::empty())
-        }
+        let vec = self.path_to_nodes.clone();
+        let has_headers = self.has_headers;
+        let is_flexible = self.is_flexible;
+        let separator = self.separator;
+
+        let iter = vec
+            .into_iter()
+            .map(move |path_to_nodes| {
+                info!(
+                    "Reading nodes from {}",
+                    path_to_nodes.as_path().to_str().unwrap()
+                );
+
+                ReaderBuilder::new()
+                    .has_headers(has_headers)
+                    .flexible(is_flexible)
+                    .delimiter(separator)
+                    .from_path(path_to_nodes.as_path())
+                    .unwrap()
+            })
+            .map(|rdr| {
+                rdr.into_deserialize()
+                    .enumerate()
+                    .filter_map(|(i, result)| match result {
+                        Ok(_result) => {
+                            let record: NodeRecord<Id, NL> = _result;
+                            Some((record.id, record.label))
+                        }
+                        Err(e) => {
+                            warn!("Line {:?}: Error when reading csv: {:?}", i + 1, e);
+                            None
+                        }
+                    })
+            })
+            .flat_map(|x| x);
+
+        Ok(Iter::new(Box::new(iter)))
     }
 
     pub fn edge_iter(&self) -> Result<Iter<'a, (Id, Id, Option<EL>)>> {
-        info!(
-            "Reading edges from {}",
-            self.path_to_edges.as_path().to_str().unwrap()
-        );
-        let rdr = ReaderBuilder::new()
-            .has_headers(self.has_headers)
-            .flexible(self.is_flexible)
-            .delimiter(self.separator)
-            .from_path(self.path_to_edges.as_path())?;
-
-        let rdr = rdr
-            .into_deserialize()
-            .enumerate()
-            .filter_map(|(i, result)| match result {
-                Ok(_result) => {
-                    let record: EdgeRecord<Id, EL> = _result;
-                    Some((record.src, record.dst, record.label))
-                }
-                Err(e) => {
-                    warn!("Line {:?}: Error when reading csv: {:?}", i + 1, e);
-                    None
-                }
-            });
-
-        Ok(Iter::new(Box::new(rdr)))
-    }
+        let vec = self.path_to_edges.clone();
+        let has_headers = self.has_headers;
+        let is_flexible = self.is_flexible;
+        let separator = self.separator;
 
-    pub fn node_prop_iter(&self) -> Result<Iter<'a, (Id, Option<NL>, JsonValue)>> {
-        assert!(self.has_headers);
-
-        if let Some(ref path_to_nodes) = self.path_to_nodes {
-            info!(
-                "Reading nodes from {}",
-                path_to_nodes.as_path().to_str().unwrap()
-            );
-            let rdr = ReaderBuilder::new()
-                .has_headers(self.has_headers)
-                .flexible(self.is_flexible)
-                .delimiter(self.separator)
-                .from_path(path_to_nodes.as_path())?;
-
-            let rdr = rdr.into_deserialize().enumerate().map(|(i, result)| {
-                let record: PropNodeRecord<Id, NL> =
-                    result.expect(&format!("Error when reading line {}", i + 1));
-
-                let prop = to_value(record.properties)
-                    .expect(&format!("Error when parsing line {} to Json", i + 1));
-
-                (record.id, record.label, prop)
-            });
-
-            Ok(Iter::new(Box::new(rdr)))
-        } else {
-            Ok(Iter::empty())
-        }
-    }
+        let iter = vec
+            .into_iter()
+            .map(move |path_to_edges| {
+                info!(
+                    "Reading edges from {}",
+                    path_to_edges.as_path().to_str().unwrap()
+                );
 
-    pub fn edge_prop_iter(&self) -> Result<Iter<'a, (Id, Id, Option<EL>, JsonValue)>> {
-        assert!(self.has_headers);
-
-        info!(
-            "Reading edges from {}",
-            self.path_to_edges.as_path().to_str().unwrap()
-        );
-        let rdr = ReaderBuilder::new()
-            .has_headers(self.has_headers)
-            .flexible(self.is_flexible)
-            .delimiter(self.separator)
-            .from_path(self.path_to_edges.as_path())?;
-
-        let rdr = rdr.into_deserialize().enumerate().map(|(i, result)| {
-            let record: PropEdgeRecord<Id, EL> =
-                result.expect(&format!("Error when reading line {}", i + 1));
-            let prop = to_value(record.properties)
-                .expect(&format!("Error when parsing line {} to Json", i + 1));
-
-            (record.src, record.dst, record.label, prop)
-        });
-
-        Ok(Iter::new(Box::new(rdr)))
+                ReaderBuilder::new()
+                    .has_headers(has_headers)
+                    .flexible(is_flexible)
+                    .delimiter(separator)
+                    .from_path(path_to_edges.as_path())
+                    .unwrap()
+            })
+            .map(|rdr| {
+                rdr.into_deserialize()
+                    .enumerate()
+                    .filter_map(|(i, result)| match result {
+                        Ok(_result) => {
+                            let record: EdgeRecord<Id, EL> = _result;
+                            Some((record.src, record.dst, record.label))
+                        }
+                        Err(e) => {
+                            warn!("Line {:?}: Error when reading csv: {:?}", i + 1, e);
+                            None
+                        }
+                    })
+            })
+            .flat_map(|x| x);
+
+        Ok(Iter::new(Box::new(iter)))
     }
+
+    //    pub fn node_prop_iter(&self) -> Result<Iter<'a, (Id, Option<NL>, JsonValue)>> {
+    //        assert!(self.has_headers);
+    //
+    //        if let Some(ref path_to_nodes) = self.path_to_nodes {
+    //            info!(
+    //                "Reading nodes from {}",
+    //                path_to_nodes.as_path().to_str().unwrap()
+    //            );
+    //            let rdr = ReaderBuilder::new()
+    //                .has_headers(self.has_headers)
+    //                .flexible(self.is_flexible)
+    //                .delimiter(self.separator)
+    //                .from_path(path_to_nodes.as_path())?;
+    //
+    //            let rdr = rdr.into_deserialize().enumerate().map(|(i, result)| {
+    //                let record: PropNodeRecord<Id, NL> =
+    //                    result.expect(&format!("Error when reading line {}", i + 1));
+    //
+    //                let prop = to_value(record.properties)
+    //                    .expect(&format!("Error when parsing line {} to Json", i + 1));
+    //
+    //                (record.id, record.label, prop)
+    //            });
+    //
+    //            Ok(Iter::new(Box::new(rdr)))
+    //        } else {
+    //            Ok(Iter::empty())
+    //        }
+    //    }
+    //
+    //    pub fn edge_prop_iter(&self) -> Result<Iter<'a, (Id, Id, Option<EL>, JsonValue)>> {
+    //        assert!(self.has_headers);
+    //
+    //        info!(
+    //            "Reading edges from {}",
+    //            self.path_to_edges.as_path().to_str().unwrap()
+    //        );
+    //        let rdr = ReaderBuilder::new()
+    //            .has_headers(self.has_headers)
+    //            .flexible(self.is_flexible)
+    //            .delimiter(self.separator)
+    //            .from_path(self.path_to_edges.as_path())?;
+    //
+    //        let rdr = rdr.into_deserialize().enumerate().map(|(i, result)| {
+    //            let record: PropEdgeRecord<Id, EL> =
+    //                result.expect(&format!("Error when reading line {}", i + 1));
+    //            let prop = to_value(record.properties)
+    //                .expect(&format!("Error when parsing line {} to Json", i + 1));
+    //
+    //            (record.src, record.dst, record.label, prop)
+    //        });
+    //
+    //        Ok(Iter::new(Box::new(rdr)))
+    //    }
 }

From 14c052339adcae4bbc55737b8c620f017dd40742 Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Thu, 18 Apr 2019 18:11:27 +1000
Subject: [PATCH 150/391] allow multiple files to be read

---
 src/io/csv/mod.rs    |   3 +-
 src/io/csv/reader.rs | 146 ++++++++++++++++++++++++-------------------
 2 files changed, 84 insertions(+), 65 deletions(-)

diff --git a/src/io/csv/mod.rs b/src/io/csv/mod.rs
index 5db491f0..7a3a3109 100644
--- a/src/io/csv/mod.rs
+++ b/src/io/csv/mod.rs
@@ -55,8 +55,7 @@ pub fn read_from_csv<Id, NL, EL, G, P>(
     separator: Option<&str>,
     has_headers: bool,
     is_flexible: bool,
-) -> Result<()>
-where
+) where
     for<'de> Id: IdType + Serialize + Deserialize<'de>,
     for<'de> NL: Hash + Eq + Serialize + Deserialize<'de>,
     for<'de> EL: Hash + Eq + Serialize + Deserialize<'de>,
diff --git a/src/io/csv/reader.rs b/src/io/csv/reader.rs
index 3c99adf2..e8165af1 100644
--- a/src/io/csv/reader.rs
+++ b/src/io/csv/reader.rs
@@ -116,19 +116,17 @@ where
     for<'de> NL: Deserialize<'de>,
     for<'de> EL: Deserialize<'de>,
 {
-    pub fn read<G: MutGraphTrait<Id, NL, EL, L>, L: IdType>(&self, g: &mut G) -> Result<()> {
-        for (n, label) in self.node_iter()? {
+    pub fn read<G: MutGraphTrait<Id, NL, EL, L>, L: IdType>(&self, g: &mut G) {
+        for (n, label) in self.node_iter() {
             g.add_node(n, label);
         }
 
-        for (s, d, label) in self.edge_iter()? {
+        for (s, d, label) in self.edge_iter() {
             g.add_edge(s, d, label);
         }
-
-        Ok(())
     }
 
-    pub fn node_iter(&self) -> Result<Iter<'a, (Id, Option<NL>)>> {
+    pub fn node_iter(&self) -> Iter<'a, (Id, Option<NL>)> {
         let vec = self.path_to_nodes.clone();
         let has_headers = self.has_headers;
         let is_flexible = self.is_flexible;
@@ -165,10 +163,10 @@ where
             })
             .flat_map(|x| x);
 
-        Ok(Iter::new(Box::new(iter)))
+        Iter::new(Box::new(iter))
     }
 
-    pub fn edge_iter(&self) -> Result<Iter<'a, (Id, Id, Option<EL>)>> {
+    pub fn edge_iter(&self) -> Iter<'a, (Id, Id, Option<EL>)> {
         let vec = self.path_to_edges.clone();
         let has_headers = self.has_headers;
         let is_flexible = self.is_flexible;
@@ -205,61 +203,83 @@ where
             })
             .flat_map(|x| x);
 
-        Ok(Iter::new(Box::new(iter)))
+        Iter::new(Box::new(iter))
     }
 
-    //    pub fn node_prop_iter(&self) -> Result<Iter<'a, (Id, Option<NL>, JsonValue)>> {
-    //        assert!(self.has_headers);
-    //
-    //        if let Some(ref path_to_nodes) = self.path_to_nodes {
-    //            info!(
-    //                "Reading nodes from {}",
-    //                path_to_nodes.as_path().to_str().unwrap()
-    //            );
-    //            let rdr = ReaderBuilder::new()
-    //                .has_headers(self.has_headers)
-    //                .flexible(self.is_flexible)
-    //                .delimiter(self.separator)
-    //                .from_path(path_to_nodes.as_path())?;
-    //
-    //            let rdr = rdr.into_deserialize().enumerate().map(|(i, result)| {
-    //                let record: PropNodeRecord<Id, NL> =
-    //                    result.expect(&format!("Error when reading line {}", i + 1));
-    //
-    //                let prop = to_value(record.properties)
-    //                    .expect(&format!("Error when parsing line {} to Json", i + 1));
-    //
-    //                (record.id, record.label, prop)
-    //            });
-    //
-    //            Ok(Iter::new(Box::new(rdr)))
-    //        } else {
-    //            Ok(Iter::empty())
-    //        }
-    //    }
-    //
-    //    pub fn edge_prop_iter(&self) -> Result<Iter<'a, (Id, Id, Option<EL>, JsonValue)>> {
-    //        assert!(self.has_headers);
-    //
-    //        info!(
-    //            "Reading edges from {}",
-    //            self.path_to_edges.as_path().to_str().unwrap()
-    //        );
-    //        let rdr = ReaderBuilder::new()
-    //            .has_headers(self.has_headers)
-    //            .flexible(self.is_flexible)
-    //            .delimiter(self.separator)
-    //            .from_path(self.path_to_edges.as_path())?;
-    //
-    //        let rdr = rdr.into_deserialize().enumerate().map(|(i, result)| {
-    //            let record: PropEdgeRecord<Id, EL> =
-    //                result.expect(&format!("Error when reading line {}", i + 1));
-    //            let prop = to_value(record.properties)
-    //                .expect(&format!("Error when parsing line {} to Json", i + 1));
-    //
-    //            (record.src, record.dst, record.label, prop)
-    //        });
-    //
-    //        Ok(Iter::new(Box::new(rdr)))
-    //    }
+    pub fn prop_node_iter(&self) -> Iter<'a, (Id, Option<NL>, JsonValue)> {
+        assert!(self.has_headers);
+
+        let vec = self.path_to_nodes.clone();
+        let has_headers = self.has_headers;
+        let is_flexible = self.is_flexible;
+        let separator = self.separator;
+
+        let iter = vec
+            .into_iter()
+            .map(move |path_to_nodes| {
+                info!(
+                    "Reading nodes from {}",
+                    path_to_nodes.as_path().to_str().unwrap()
+                );
+
+                ReaderBuilder::new()
+                    .has_headers(has_headers)
+                    .flexible(is_flexible)
+                    .delimiter(separator)
+                    .from_path(path_to_nodes.as_path())
+                    .unwrap()
+            })
+            .map(|rdr| {
+                rdr.into_deserialize().enumerate().map(|(i, result)| {
+                    let record: PropNodeRecord<Id, NL> =
+                        result.expect(&format!("Error when reading line {}", i + 1));
+
+                    let prop = to_value(record.properties)
+                        .expect(&format!("Error when parsing line {} to Json", i + 1));
+
+                    (record.id, record.label, prop)
+                })
+            })
+            .flat_map(|x| x);
+
+        Iter::new(Box::new(iter))
+    }
+
+    pub fn prop_edge_iter(&self) -> Iter<'a, (Id, Id, Option<EL>, JsonValue)> {
+        assert!(self.has_headers);
+
+        let vec = self.path_to_edges.clone();
+        let has_headers = self.has_headers;
+        let is_flexible = self.is_flexible;
+        let separator = self.separator;
+
+        let iter = vec
+            .into_iter()
+            .map(move |path_to_edges| {
+                info!(
+                    "Reading edges from {}",
+                    path_to_edges.as_path().to_str().unwrap()
+                );
+
+                ReaderBuilder::new()
+                    .has_headers(has_headers)
+                    .flexible(is_flexible)
+                    .delimiter(separator)
+                    .from_path(path_to_edges.as_path())
+                    .unwrap()
+            })
+            .map(|rdr| {
+                rdr.into_deserialize().enumerate().map(|(i, result)| {
+                    let record: PropEdgeRecord<Id, EL> =
+                        result.expect(&format!("Error when reading line {}", i + 1));
+                    let prop = to_value(record.properties)
+                        .expect(&format!("Error when parsing line {} to Json", i + 1));
+
+                    (record.src, record.dst, record.label, prop)
+                })
+            })
+            .flat_map(|x| x);
+
+        Iter::new(Box::new(iter))
+    }
 }

From 7ce79ac87fb3c9d01d63901a2a8e2610f98c6cd1 Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Thu, 18 Apr 2019 19:16:55 +1000
Subject: [PATCH 151/391] fix tests and examples

---
 examples/csv_to_static.rs | 52 ++++++++++++++++++++++++++++++---------
 src/io/csv/mod.rs         |  2 +-
 tests/io.rs               | 44 +++++++++++++++------------------
 3 files changed, 61 insertions(+), 37 deletions(-)

diff --git a/examples/csv_to_static.rs b/examples/csv_to_static.rs
index 0e20a237..5ce57a33 100644
--- a/examples/csv_to_static.rs
+++ b/examples/csv_to_static.rs
@@ -21,7 +21,7 @@
 extern crate clap;
 extern crate rust_graph;
 
-use std::path::Path;
+use std::path::PathBuf;
 use std::time::Instant;
 
 use clap::{App, Arg};
@@ -90,9 +90,39 @@ fn main() {
         )
         .get_matches();
 
-    let node_file = matches.value_of("node_file").map(Path::new);
-    let edge_file = Path::new(matches.value_of("edge_file").unwrap());
-    let out_file = Path::new(matches.value_of("out_file").unwrap_or("graph.static"));
+    let node_file = matches.value_of("node_file").map(PathBuf::from);
+    let edge_file = PathBuf::from(matches.value_of("edge_file").unwrap());
+
+    let node_path = match node_file {
+        Some(p) => {
+            if p.is_dir() {
+                let mut vec = ::std::fs::read_dir(p)
+                    .unwrap()
+                    .map(|x| x.unwrap().path())
+                    .collect::<Vec<_>>();
+                vec.sort();
+
+                vec
+            } else {
+                vec![p]
+            }
+        }
+        None => Vec::new(),
+    };
+
+    let edge_path = if edge_file.is_dir() {
+        let mut vec = ::std::fs::read_dir(edge_file)
+            .unwrap()
+            .map(|x| x.unwrap().path())
+            .collect::<Vec<_>>();
+        vec.sort();
+
+        vec
+    } else {
+        vec![edge_file]
+    };
+
+    let out_file = PathBuf::from(matches.value_of("out_file").unwrap_or("graph.static"));
     let separator = matches.value_of("separator");
     let is_directed = matches.is_present("is_directed");
     let has_headers = matches.is_present("has_headers");
@@ -107,13 +137,12 @@ fn main() {
         println!("Reading graph");
         read_from_csv(
             &mut g,
-            node_file,
-            edge_file,
+            node_path,
+            edge_path,
             separator,
             has_headers,
             is_flexible,
-        )
-        .expect("Error when loading csv");
+        );
 
         println!("Converting graph");
         let static_graph = g
@@ -128,13 +157,12 @@ fn main() {
         println!("Reading graph");
         read_from_csv(
             &mut g,
-            node_file,
-            edge_file,
+            node_path,
+            edge_path,
             separator,
             has_headers,
             is_flexible,
-        )
-        .expect("Error when loading csv");
+        );
 
         println!("Converting graph");
         let static_graph = g
diff --git a/src/io/csv/mod.rs b/src/io/csv/mod.rs
index 7a3a3109..500ea8a6 100644
--- a/src/io/csv/mod.rs
+++ b/src/io/csv/mod.rs
@@ -27,7 +27,7 @@ use std::io::Result;
 use std::path::Path;
 
 use serde::{Deserialize, Serialize};
-pub use serde_json::value::Value as JsonValue;
+pub use serde_json::Value as JsonValue;
 
 use generic::{GeneralGraph, IdType, MutGraphTrait};
 pub use io::csv::reader::CSVReader;
diff --git a/tests/io.rs b/tests/io.rs
index 3f7e9851..b1c11f1d 100644
--- a/tests/io.rs
+++ b/tests/io.rs
@@ -42,15 +42,14 @@ fn test_cvs_unlabeled() {
     assert!(write_to_csv(&g, &path_to_nodes, &path_to_edges).is_ok());
 
     let mut g_ = GraphMap::new();
-    assert!(read_from_csv(
+    read_from_csv(
         &mut g_,
-        Some(path_to_nodes),
-        path_to_edges,
+        vec![path_to_nodes],
+        vec![path_to_edges],
         None,
         true,
-        true
-    )
-    .is_ok());
+        true,
+    );
     assert_eq!(g, g_);
 
     let g: DiGraphMap<Void> = random_gnm_graph_unlabeled(nodes, edges);
@@ -59,15 +58,14 @@ fn test_cvs_unlabeled() {
     assert!(write_to_csv(&g, &path_to_nodes, &path_to_edges).is_ok());
 
     let mut g_ = GraphMap::new();
-    assert!(read_from_csv(
+    read_from_csv(
         &mut g_,
-        Some(path_to_nodes),
-        path_to_edges,
+        vec![path_to_nodes],
+        vec![path_to_edges],
         None,
         true,
-        true
-    )
-    .is_ok());
+        true,
+    );
     assert_eq!(g, g_);
 }
 
@@ -89,15 +87,14 @@ fn test_cvs_labeled() {
     assert!(write_to_csv(&g, &path_to_nodes, &path_to_edges).is_ok());
 
     let mut g_ = GraphMap::with_label_map(node_labels.into(), edge_labels.into());
-    assert!(read_from_csv(
+    read_from_csv(
         &mut g_,
-        Some(path_to_nodes),
-        path_to_edges,
+        vec![path_to_nodes],
+        vec![path_to_edges],
         None,
         true,
-        true
-    )
-    .is_ok());
+        true,
+    );
     assert_eq!(g, g_);
 
     let g: DiGraphMap<String, u32> =
@@ -107,14 +104,13 @@ fn test_cvs_labeled() {
     assert!(write_to_csv(&g, &path_to_nodes, &path_to_edges).is_ok());
 
     let mut g_ = GraphMap::with_label_map(node_labels.into(), edge_labels.into());
-    assert!(read_from_csv(
+    read_from_csv(
         &mut g_,
-        Some(path_to_nodes),
-        path_to_edges,
+        vec![path_to_nodes],
+        vec![path_to_edges],
         None,
         true,
-        true
-    )
-    .is_ok());
+        true,
+    );
     assert_eq!(g, g_);
 }

From e1a7af24d4e6662fddd5bb088f2e2c50bef2c773 Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Tue, 23 Apr 2019 14:57:21 +1000
Subject: [PATCH 152/391] remove graph_mmap

---
 examples/static_to_mmap.rs                    |  58 ---
 src/graph_impl/mod.rs                         |   3 -
 src/graph_impl/static_graph/edge_vec.rs       |  21 --
 src/graph_impl/static_graph/graph.rs          |  42 +--
 .../static_graph/mmap/edge_vec_mmap.rs        |  74 ----
 .../static_graph/mmap/graph_mmap.rs           | 351 ------------------
 src/graph_impl/static_graph/mmap/mod.rs       |  28 --
 src/graph_impl/static_graph/mod.rs            |   1 -
 src/io/csv/reader.rs                          |   2 -
 src/lib.rs                                    |   9 +-
 tests/static_graph.rs                         |  57 ---
 11 files changed, 2 insertions(+), 644 deletions(-)
 delete mode 100644 examples/static_to_mmap.rs
 delete mode 100644 src/graph_impl/static_graph/mmap/edge_vec_mmap.rs
 delete mode 100644 src/graph_impl/static_graph/mmap/graph_mmap.rs
 delete mode 100644 src/graph_impl/static_graph/mmap/mod.rs

diff --git a/examples/static_to_mmap.rs b/examples/static_to_mmap.rs
deleted file mode 100644
index 7c0d8bc6..00000000
--- a/examples/static_to_mmap.rs
+++ /dev/null
@@ -1,58 +0,0 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-extern crate clap;
-extern crate rust_graph;
-
-use clap::{App, Arg};
-use rust_graph::graph_impl::{DiStaticGraph, UnStaticGraph};
-use rust_graph::io::serde::Deserialize;
-
-fn main() {
-    //    let matches = App::new("StaticGraph to MMap")
-    //        .arg(
-    //            Arg::with_name("graph")
-    //                .short("g")
-    //                .long("graph")
-    //                .required(true)
-    //                .takes_value(true),
-    //        )
-    //        .arg(Arg::with_name("directed").short("d").long("directed"))
-    //        .arg(
-    //            Arg::with_name("output")
-    //                .short("o")
-    //                .long("output")
-    //                .required(true)
-    //                .takes_value(true),
-    //        )
-    //        .get_matches();
-    //
-    //    let graph = matches.value_of("graph").unwrap();
-    //    let output = matches.value_of("output").unwrap();
-    //    let is_directed = matches.is_present("directed");
-    //
-    //    if !is_directed {
-    //        let graph = UnStaticGraph::<u32>::import(graph).unwrap();
-    //        graph.dump_mmap(output).expect("Dump graph error");
-    //    } else {
-    //        let graph = DiStaticGraph::<u32>::import(graph).unwrap();
-    //        graph.dump_mmap(output).expect("Dump graph error");
-    //    }
-}
diff --git a/src/graph_impl/mod.rs b/src/graph_impl/mod.rs
index 012566dc..653feb10 100644
--- a/src/graph_impl/mod.rs
+++ b/src/graph_impl/mod.rs
@@ -27,7 +27,6 @@ pub use graph_impl::graph_map::{
     UnGraphMap,
 };
 pub use graph_impl::graph_vec::{GraphVec, TypedGraphVec};
-//pub use graph_impl::static_graph::mmap::{EdgeVecMmap, StaticGraphMmap};
 pub use graph_impl::static_graph::{
     DiStaticGraph, EdgeVec, StaticGraph, TypedDiStaticGraph, TypedStaticGraph, TypedUnStaticGraph,
     UnStaticGraph,
@@ -37,7 +36,6 @@ pub use graph_impl::static_graph::{
 pub enum GraphImpl {
     GraphMap,
     StaticGraph,
-    StaticGraphMmap,
 }
 
 impl ::std::str::FromStr for GraphImpl {
@@ -47,7 +45,6 @@ impl ::std::str::FromStr for GraphImpl {
         match s.as_ref() {
             "graphmap" => Ok(GraphImpl::GraphMap),
             "staticgraph" => Ok(GraphImpl::StaticGraph),
-            "staticgraphmmap" => Ok(GraphImpl::StaticGraphMmap),
             _other => Err(format!("Unsupported implementation {:?}", _other)),
         }
     }
diff --git a/src/graph_impl/static_graph/edge_vec.rs b/src/graph_impl/static_graph/edge_vec.rs
index 307f5f9a..78d35e31 100644
--- a/src/graph_impl/static_graph/edge_vec.rs
+++ b/src/graph_impl/static_graph/edge_vec.rs
@@ -19,10 +19,7 @@
  * under the License.
  */
 use generic::{IdType, Iter};
-use io::mmap::dump;
 use itertools::Itertools;
-use std::fs::File;
-use std::io::Result;
 use std::ops::Add;
 
 static BITS_U32: usize = 32;
@@ -298,24 +295,6 @@ impl<Id: IdType, L: IdType> EdgeVec<Id, L> {
             labels.shrink_to_fit();
         }
     }
-
-    //    /// Dump self to bytearray in order to be deserialised as `EdgeVecMmap`.
-    //    pub fn dump_mmap(&self, prefix: &str) -> Result<()> {
-    //        let offsets_file = format!("{}.offsets", prefix);
-    //        let edges_file = format!("{}.edges", prefix);
-    //        let labels_file = format!("{}.labels", prefix);
-    //
-    //        unsafe {
-    //            dump(self.get_offsets(), File::create(offsets_file)?)?;
-    //            dump(self.get_edges(), File::create(edges_file)?)?;
-    //
-    //            if !self.get_labels().is_empty() {
-    //                dump(self.get_labels(), File::create(labels_file)?)
-    //            } else {
-    //                Ok(())
-    //            }
-    //        }
-    //    }
 }
 
 impl<Id: IdType, L: IdType> EdgeVecTrait<Id, L> for EdgeVec<Id, L> {
diff --git a/src/graph_impl/static_graph/graph.rs b/src/graph_impl/static_graph/graph.rs
index 673b4adb..d8b6fa57 100644
--- a/src/graph_impl/static_graph/graph.rs
+++ b/src/graph_impl/static_graph/graph.rs
@@ -22,7 +22,6 @@ use std::borrow::Cow;
 use std::hash::{Hash, Hasher};
 use std::marker::PhantomData;
 
-use bincode::Result;
 use itertools::Itertools;
 use serde;
 
@@ -30,13 +29,11 @@ use generic::{
     DefaultId, DefaultTy, DiGraphTrait, Directed, EdgeType, GeneralGraph, GraphLabelTrait,
     GraphTrait, GraphType, IdType, Iter, MapTrait, MutMapTrait, NodeType, UnGraphTrait, Undirected,
 };
-//use graph_impl::static_graph::mmap::graph_mmap::StaticGraphMmapAux;
 use graph_impl::static_graph::node::StaticNode;
 use graph_impl::static_graph::static_edge_iter::StaticEdgeIndexIter;
 use graph_impl::static_graph::{EdgeVec, EdgeVecTrait};
 use graph_impl::{Edge, GraphImpl};
-use io::mmap::dump;
-use io::serde::{Deserialize, Serialize, Serializer};
+use io::serde::{Deserialize, Serialize};
 use map::SetMap;
 use std::ops::Add;
 
@@ -423,43 +420,6 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
     }
 }
 
-//impl<Id: IdType + Copy, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
-//    TypedStaticGraph<Id, NL, EL, Ty, L>
-//where
-//    NL: serde::Serialize + Clone,
-//    EL: serde::Serialize + Clone,
-//{
-//    pub fn dump_mmap(&self, prefix: &str) -> Result<()> {
-//        let edges_prefix = format!("{}_OUT", prefix);
-//        let in_edges_prefix = format!("{}_IN", prefix);
-//        let label_file = format!("{}.labels", prefix);
-//
-//        let aux_map_file = format!("{}_aux.bin", prefix);
-//
-//        self.edge_vec.dump_mmap(&edges_prefix)?;
-//        if let Some(ref in_edges) = self.in_edge_vec {
-//            in_edges.dump_mmap(&in_edges_prefix)?;
-//        }
-//
-//        if let Some(ref labels) = self.labels {
-//            unsafe {
-//                dump(labels, ::std::fs::File::create(label_file)?)?;
-//            }
-//        }
-//
-//        let aux_file = StaticGraphMmapAux::new(
-//            self.num_nodes,
-//            self.num_edges,
-//            self.node_label_map.clone(),
-//            self.edge_label_map.clone(),
-//        );
-//
-//        Serializer::export(&aux_file, &aux_map_file)?;
-//
-//        Ok(())
-//    }
-//}
-
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> GraphTrait<Id, L>
     for TypedStaticGraph<Id, NL, EL, Ty, L>
 {
diff --git a/src/graph_impl/static_graph/mmap/edge_vec_mmap.rs b/src/graph_impl/static_graph/mmap/edge_vec_mmap.rs
deleted file mode 100644
index 7b3af213..00000000
--- a/src/graph_impl/static_graph/mmap/edge_vec_mmap.rs
+++ /dev/null
@@ -1,74 +0,0 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-use std::fs::metadata;
-
-use generic::IdType;
-use graph_impl::static_graph::EdgeVecTrait;
-use io::mmap::TypedMemoryMap;
-
-/// A mmap version of `EdgeVec`.
-pub struct EdgeVecMmap<Id: IdType, L: IdType> {
-    offsets: TypedMemoryMap<usize>,
-    edges: TypedMemoryMap<Id>,
-    labels: Option<TypedMemoryMap<L>>,
-}
-
-impl<Id: IdType, L: IdType> EdgeVecMmap<Id, L> {
-    pub fn new(prefix: &str) -> Self {
-        let offsets_file = format!("{}.offsets", prefix);
-        let edges_file = format!("{}.edges", prefix);
-        let labels_file = format!("{}.labels", prefix);
-
-        if metadata(&labels_file).is_ok() {
-            EdgeVecMmap {
-                offsets: TypedMemoryMap::new(&offsets_file),
-                edges: TypedMemoryMap::new(&edges_file),
-                labels: Some(TypedMemoryMap::new(&labels_file)),
-            }
-        } else {
-            EdgeVecMmap {
-                offsets: TypedMemoryMap::new(&offsets_file),
-                edges: TypedMemoryMap::new(&edges_file),
-                labels: None,
-            }
-        }
-    }
-}
-
-impl<Id: IdType, L: IdType> EdgeVecTrait<Id, L> for EdgeVecMmap<Id, L> {
-    #[inline(always)]
-    fn get_offsets(&self) -> &[usize] {
-        &self.offsets[..]
-    }
-
-    #[inline(always)]
-    fn get_edges(&self) -> &[Id] {
-        &self.edges[..]
-    }
-
-    #[inline(always)]
-    fn get_labels(&self) -> &[L] {
-        match self.labels {
-            Some(ref labels) => &labels[..],
-            None => &[],
-        }
-    }
-}
diff --git a/src/graph_impl/static_graph/mmap/graph_mmap.rs b/src/graph_impl/static_graph/mmap/graph_mmap.rs
deleted file mode 100644
index b0f7983b..00000000
--- a/src/graph_impl/static_graph/mmap/graph_mmap.rs
+++ /dev/null
@@ -1,351 +0,0 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-use std::borrow::Cow;
-use std::fs::metadata;
-use std::hash::Hash;
-
-use serde;
-
-use generic::{
-    DiGraphTrait, EdgeType, GeneralGraph, GraphLabelTrait, GraphTrait, IdType, Iter, NodeType,
-};
-use graph_impl::static_graph::mmap::EdgeVecMmap;
-use graph_impl::static_graph::node::StaticNode;
-use graph_impl::static_graph::static_edge_iter::StaticEdgeIndexIter;
-use graph_impl::static_graph::EdgeVecTrait;
-use graph_impl::{Edge, GraphImpl};
-use io::mmap::TypedMemoryMap;
-use io::serde::Deserializer;
-use map::SetMap;
-
-pub struct StaticGraphMmap<Id: IdType, NL: Hash + Eq, EL: Hash + Eq = NL, L: IdType = Id> {
-    /// Outgoing edges, or edges for undirected
-    edges: EdgeVecMmap<Id, L>,
-    /// Incoming edges for directed, `None` for undirected
-    in_edges: Option<EdgeVecMmap<Id, L>>,
-    /// Maintain the node's labels, whose index is aligned with `offsets`.
-    labels: Option<TypedMemoryMap<L>>,
-
-    num_nodes: usize,
-    num_edges: usize,
-    node_label_map: SetMap<NL>,
-    edge_label_map: SetMap<EL>,
-}
-
-#[derive(Serialize, Deserialize)]
-pub struct StaticGraphMmapAux<NL: Hash + Eq, EL: Hash + Eq = NL> {
-    num_nodes: usize,
-    num_edges: usize,
-    node_label_map: SetMap<NL>,
-    edge_label_map: SetMap<EL>,
-}
-
-impl<NL: Hash + Eq, EL: Hash + Eq> StaticGraphMmapAux<NL, EL> {
-    pub fn new(
-        num_nodes: usize,
-        num_edges: usize,
-        node_label_map: SetMap<NL>,
-        edge_label_map: SetMap<EL>,
-    ) -> Self {
-        StaticGraphMmapAux {
-            num_nodes,
-            num_edges,
-            node_label_map,
-            edge_label_map,
-        }
-    }
-
-    pub fn empty(num_nodes: usize, num_edges: usize) -> Self {
-        StaticGraphMmapAux {
-            num_nodes,
-            num_edges,
-            node_label_map: SetMap::new(),
-            edge_label_map: SetMap::new(),
-        }
-    }
-}
-
-impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> StaticGraphMmap<Id, NL, EL, L>
-where
-    for<'de> NL: serde::Deserialize<'de>,
-    for<'de> EL: serde::Deserialize<'de>,
-{
-    pub fn new(prefix: &str) -> Self {
-        let edge_prefix = format!("{}_OUT", prefix);
-        let in_edge_prefix = format!("{}_IN", prefix);
-        let labels_file = format!("{}.labels", prefix);
-
-        let aux_map_file = format!("{}_aux.bin", prefix);
-
-        let edges = EdgeVecMmap::new(&edge_prefix);
-
-        let in_edges = if metadata(&format!("{}.offsets", in_edge_prefix)).is_ok() {
-            Some(EdgeVecMmap::new(&in_edge_prefix))
-        } else {
-            None
-        };
-
-        let labels = if metadata(&labels_file).is_ok() {
-            Some(TypedMemoryMap::new(&labels_file))
-        } else {
-            None
-        };
-
-        let aux_file = if metadata(&aux_map_file).is_ok() {
-            Deserializer::import(&aux_map_file).unwrap()
-        } else {
-            let num_node = edges.num_nodes();
-            let num_edge = if in_edges.is_some() {
-                edges.num_edges()
-            } else {
-                edges.num_edges() >> 1
-            };
-
-            StaticGraphMmapAux::empty(num_node, num_edge)
-        };
-
-        StaticGraphMmap {
-            num_nodes: aux_file.num_nodes,
-            num_edges: aux_file.num_edges,
-            edges,
-            in_edges,
-            labels,
-            node_label_map: aux_file.node_label_map,
-            edge_label_map: aux_file.edge_label_map,
-        }
-    }
-}
-
-impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> StaticGraphMmap<Id, NL, EL, L> {
-    #[inline]
-    pub fn inner_neighbors(&self, id: Id) -> &[Id] {
-        self.edges.neighbors(id)
-    }
-
-    #[inline]
-    pub fn inner_in_neighbors(&self, id: Id) -> &[Id] {
-        if let Some(ref in_edges) = self.in_edges {
-            in_edges.neighbors(id)
-        } else {
-            &[]
-        }
-    }
-}
-
-impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> GraphTrait<Id, L>
-    for StaticGraphMmap<Id, NL, EL, L>
-{
-    #[inline]
-    fn get_node(&self, id: Id) -> NodeType<Id, L> {
-        if !self.has_node(id) {
-            return NodeType::None;
-        }
-
-        match self.labels {
-            Some(ref labels) => {
-                NodeType::StaticNode(StaticNode::new_static(id, labels[..][id.id()]))
-            }
-            None => NodeType::StaticNode(StaticNode::new(id, None)),
-        }
-    }
-
-    #[inline]
-    fn get_edge(&self, start: Id, target: Id) -> EdgeType<Id, L> {
-        if !self.has_edge(start, target) {
-            return EdgeType::None;
-        }
-
-        let _label = self.edges.find_edge_label_id(start, target);
-        match _label {
-            Some(label) => EdgeType::Edge(Edge::new_static(start, target, *label)),
-            None => EdgeType::Edge(Edge::new(start, target, None)),
-        }
-    }
-
-    #[inline]
-    fn has_node(&self, id: Id) -> bool {
-        id.id() < self.num_nodes
-    }
-
-    #[inline]
-    fn has_edge(&self, start: Id, target: Id) -> bool {
-        let neighbors = self.neighbors(start);
-        // The neighbors must be sorted anyway
-        let pos = neighbors.binary_search(&target);
-
-        pos.is_ok()
-    }
-
-    #[inline]
-    fn node_count(&self) -> usize {
-        self.num_nodes
-    }
-
-    #[inline]
-    fn edge_count(&self) -> usize {
-        self.num_edges
-    }
-
-    #[inline]
-    fn is_directed(&self) -> bool {
-        // A directed graph should have in-coming edges ready
-        self.in_edges.is_some()
-    }
-
-    #[inline]
-    fn node_indices(&self) -> Iter<Id> {
-        Iter::new(Box::new((0..self.num_nodes).map(Id::new)))
-    }
-
-    #[inline]
-    fn edge_indices(&self) -> Iter<(Id, Id)> {
-        Iter::new(Box::new(StaticEdgeIndexIter::new(
-            Box::new(&self.edges),
-            self.is_directed(),
-        )))
-    }
-
-    #[inline]
-    fn nodes(&self) -> Iter<NodeType<Id, L>> {
-        match self.labels {
-            None => Iter::new(Box::new(
-                self.node_indices()
-                    .map(|i| NodeType::StaticNode(StaticNode::new(i, None))),
-            )),
-            Some(ref labels) => Iter::new(Box::new(
-                self.node_indices()
-                    .zip(labels[..].iter())
-                    .map(|n| NodeType::StaticNode(StaticNode::new_static(n.0, *n.1))),
-            )),
-        }
-    }
-
-    #[inline]
-    fn edges(&self) -> Iter<EdgeType<Id, L>> {
-        let labels = self.edges.get_labels();
-        if labels.is_empty() {
-            Iter::new(Box::new(
-                self.edge_indices()
-                    .map(|i| EdgeType::Edge(Edge::new(i.0, i.1, None))),
-            ))
-        } else {
-            Iter::new(Box::new(self.edge_indices().zip(labels.iter()).map(|e| {
-                EdgeType::Edge(Edge::new_static((e.0).0, (e.0).1, *e.1))
-            })))
-        }
-    }
-
-    #[inline]
-    fn degree(&self, id: Id) -> usize {
-        self.neighbors(id).len()
-    }
-
-    #[inline]
-    fn total_degree(&self, id: Id) -> usize {
-        let mut degree = self.degree(id);
-        if self.is_directed() {
-            degree += self.inner_in_neighbors(id).len()
-        }
-
-        degree
-    }
-
-    #[inline]
-    fn neighbors_iter(&self, id: Id) -> Iter<Id> {
-        Iter::new(Box::new(self.edges.neighbors(id).iter().map(|x| *x)))
-    }
-
-    #[inline]
-    fn neighbors(&self, id: Id) -> Cow<[Id]> {
-        self.edges.neighbors(id).into()
-    }
-
-    #[inline]
-    fn max_seen_id(&self) -> Option<Id> {
-        Some(Id::new(self.node_count() - 1))
-    }
-
-    #[inline(always)]
-    fn implementation(&self) -> GraphImpl {
-        GraphImpl::StaicGraphMmap
-    }
-}
-
-impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> GraphLabelTrait<Id, NL, EL, L>
-    for StaticGraphMmap<Id, NL, EL, L>
-{
-    #[inline(always)]
-    fn get_node_label_map(&self) -> &SetMap<NL> {
-        &self.node_label_map
-    }
-
-    #[inline(always)]
-    fn get_edge_label_map(&self) -> &SetMap<EL> {
-        &self.edge_label_map
-    }
-}
-
-impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> DiGraphTrait<Id, L>
-    for StaticGraphMmap<Id, NL, EL, L>
-{
-    #[inline]
-    fn in_degree(&self, id: Id) -> usize {
-        self.inner_in_neighbors(id).len()
-    }
-
-    #[inline]
-    fn in_neighbors_iter(&self, id: Id) -> Iter<Id> {
-        Iter::new(Box::new(self.inner_in_neighbors(id).iter().map(|x| *x)))
-    }
-
-    #[inline]
-    fn in_neighbors(&self, id: Id) -> Cow<[Id]> {
-        self.inner_in_neighbors(id).into()
-    }
-}
-
-impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> GeneralGraph<Id, NL, EL, L>
-    for StaticGraphMmap<Id, NL, EL, L>
-{
-    #[inline(always)]
-    fn as_graph(&self) -> &GraphTrait<Id, L> {
-        self
-    }
-
-    #[inline(always)]
-    fn as_labeled_graph(&self) -> &GraphLabelTrait<Id, NL, EL, L> {
-        self
-    }
-
-    #[inline(always)]
-    fn as_general_graph(&self) -> &GeneralGraph<Id, NL, EL, L> {
-        self
-    }
-
-    #[inline(always)]
-    fn as_digraph(&self) -> Option<&DiGraphTrait<Id, L>> {
-        if self.is_directed() {
-            Some(self)
-        } else {
-            None
-        }
-    }
-}
diff --git a/src/graph_impl/static_graph/mmap/mod.rs b/src/graph_impl/static_graph/mmap/mod.rs
deleted file mode 100644
index 5f5c0544..00000000
--- a/src/graph_impl/static_graph/mmap/mod.rs
+++ /dev/null
@@ -1,28 +0,0 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-//! This file defines a mmap version of `StaticGraph`, so that when the graph is huge,
-//! we can rely on mmap to save physical memory usage.
-
-pub mod edge_vec_mmap;
-pub mod graph_mmap;
-
-pub use graph_impl::static_graph::mmap::edge_vec_mmap::EdgeVecMmap;
-pub use graph_impl::static_graph::mmap::graph_mmap::StaticGraphMmap;
diff --git a/src/graph_impl/static_graph/mod.rs b/src/graph_impl/static_graph/mod.rs
index dff72575..39bee9b2 100644
--- a/src/graph_impl/static_graph/mod.rs
+++ b/src/graph_impl/static_graph/mod.rs
@@ -20,7 +20,6 @@
  */
 pub mod edge_vec;
 pub mod graph;
-//pub mod mmap;
 pub mod node;
 pub mod static_edge_iter;
 
diff --git a/src/io/csv/reader.rs b/src/io/csv/reader.rs
index e8165af1..a64e0420 100644
--- a/src/io/csv/reader.rs
+++ b/src/io/csv/reader.rs
@@ -26,7 +26,6 @@
 ///
 /// **Note**: Rows that are unable to parse will be skipped.
 use std::hash::Hash;
-use std::io::Result;
 use std::marker::PhantomData;
 use std::path::{Path, PathBuf};
 
@@ -37,7 +36,6 @@ use serde_json::to_value;
 use generic::{IdType, Iter, MutGraphTrait};
 use io::csv::record::{EdgeRecord, NodeRecord, PropEdgeRecord, PropNodeRecord};
 use io::csv::JsonValue;
-use itertools::Itertools;
 
 #[derive(Debug)]
 pub struct CSVReader<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a = NL> {
diff --git a/src/lib.rs b/src/lib.rs
index 57f8e2f4..e929e1f9 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -48,14 +48,7 @@ pub mod io;
 pub mod map;
 pub mod prelude;
 
-pub use graph_impl::{
-    DiGraphMap,
-    DiStaticGraph,
-    GraphMap,
-    StaticGraph,
-    UnGraphMap,
-    UnStaticGraph, // StaticGraphMmap
-};
+pub use graph_impl::{DiGraphMap, DiStaticGraph, GraphMap, StaticGraph, UnGraphMap, UnStaticGraph};
 
 pub static VERSION: &str = env!("CARGO_PKG_VERSION");
 pub static NAME: &str = env!("CARGO_PKG_NAME");
diff --git a/tests/static_graph.rs b/tests/static_graph.rs
index 8386d41a..b083ac9d 100644
--- a/tests/static_graph.rs
+++ b/tests/static_graph.rs
@@ -25,7 +25,6 @@ extern crate tempfile;
 use tempfile::TempDir;
 
 use rust_graph::generic::DefaultId;
-//use rust_graph::graph_impl::static_graph::mmap::EdgeVecMmap;
 use rust_graph::graph_impl::static_graph::EdgeVecTrait;
 use rust_graph::graph_impl::static_graph::StaticNode;
 use rust_graph::graph_impl::Edge;
@@ -170,59 +169,3 @@ fn test_clone() {
     let g = DiStaticGraph::<Void>::new(edge_vec, Some(in_edge_vec), None, None);
     assert_eq!(g, g.clone());
 }
-
-//#[test]
-//fn test_edge_vec_mmap() {
-//    let offsets = vec![0, 3, 5, 8, 10];
-//    let edges = vec![1, 2, 3, 0, 2, 0, 1, 3, 0, 2];
-//
-//    let tmp_dir = TempDir::new().unwrap();
-//    let tmp_dir_path = tmp_dir.path();
-//    let prefix = tmp_dir_path.join("edgevec").to_str().unwrap().to_owned();
-//
-//    let edgevec = EdgeVec::<DefaultId>::new(offsets, edges);
-//    edgevec.dump_mmap(&prefix).expect("Dump edgevec error");
-//
-//    let edgevec_mmap = EdgeVecMmap::<DefaultId, DefaultId>::new(&prefix);
-//
-//    assert_eq!(edgevec.num_nodes(), edgevec_mmap.num_nodes());
-//    for node in 0..edgevec.num_nodes() as DefaultId {
-//        assert_eq!(edgevec.neighbors(node), edgevec_mmap.neighbors(node))
-//    }
-//    for node in 0..edgevec.num_nodes() as DefaultId {
-//        for &nbr in edgevec_mmap.neighbors(node) {
-//            assert!(edgevec_mmap.find_edge_label_id(node, nbr).is_none());
-//        }
-//    }
-//}
-
-//#[test]
-//fn test_edge_vec_mmap_label() {
-//    let offsets = vec![0, 3, 5, 8, 10];
-//    let edges = vec![1, 2, 3, 0, 2, 0, 1, 3, 0, 2];
-//    let labels = vec![0, 4, 3, 0, 1, 4, 1, 2, 3, 2];
-//
-//    let tmp_dir = TempDir::new().unwrap();
-//    let tmp_dir_path = tmp_dir.path();
-//    let prefix = tmp_dir_path.join("edgevecl").to_str().unwrap().to_owned();
-//
-//    let edgevec = EdgeVec::<DefaultId>::with_labels(offsets, edges, labels);
-//    edgevec.dump_mmap(&prefix).expect("Dump edgevec error");
-//
-//    let edgevec_mmap = EdgeVecMmap::<DefaultId, DefaultId>::new(&prefix);
-//
-//    assert_eq!(edgevec.num_nodes(), edgevec_mmap.num_nodes());
-//    for node in 0..edgevec.num_nodes() as DefaultId {
-//        assert_eq!(edgevec.neighbors(node), edgevec_mmap.neighbors(node))
-//    }
-//
-//    let expected_label = [[0, 0, 4, 3], [0, 0, 1, 0], [4, 1, 0, 2], [3, 0, 2, 0]];
-//    for node in 0..edgevec_mmap.num_nodes() as DefaultId {
-//        for &nbr in edgevec_mmap.neighbors(node) {
-//            assert_eq!(
-//                *edgevec_mmap.find_edge_label_id(node, nbr).unwrap(),
-//                expected_label[node.id()][nbr.id()]
-//            );
-//        }
-//    }
-//}

From f9565a0f484ec1ab0e6d0a9ff11257cfe6c3c3b7 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Tue, 23 Apr 2019 15:00:06 +1000
Subject: [PATCH 153/391] Replace the use of json to serde_json

---
 src/property/cached_property.rs              | 262 ++++++++++---------
 src/property/filter/arithmetic_expression.rs |   5 +-
 src/property/filter/edge_property_filter.rs  |   3 +-
 src/property/filter/exp_parser.rs            |  38 ---
 src/property/filter/expression_operator.rs   |  81 +++---
 src/property/filter/hash_property_cache.rs   |   5 +-
 src/property/filter/mod.rs                   |   6 +-
 src/property/filter/node_property_filter.rs  |   4 +-
 src/property/filter/predicate_expression.rs  |   5 +-
 src/property/filter/value_expression.rs      |   5 +-
 src/property/mod.rs                          |  12 +-
 src/property/property_parser.rs              |  20 +-
 src/property/sled_property.rs                |  69 +++--
 13 files changed, 258 insertions(+), 257 deletions(-)
 delete mode 100644 src/property/filter/exp_parser.rs

diff --git a/src/property/cached_property.rs b/src/property/cached_property.rs
index 4ec575d8..d55b01f4 100644
--- a/src/property/cached_property.rs
+++ b/src/property/cached_property.rs
@@ -24,7 +24,10 @@ use std::hash::BuildHasher;
 use std::mem::swap;
 
 use fnv::{FnvBuildHasher, FnvHashMap};
-use json::{parse, stringify, JsonValue};
+//use json::{parse, stringify, JsonValue};
+use serde_json::json;
+use serde_json::Value as JsonValue;
+use serde_json::from_str;
 use serde::de::{Deserialize, Deserializer, Error, Visitor};
 use serde::ser::{Serialize, Serializer};
 
@@ -32,7 +35,7 @@ use generic::{DefaultId, IdType};
 use io::serde;
 use property::{PropertyError, PropertyGraph};
 
-#[derive(Debug, PartialEq, Eq, Clone)]
+#[derive(Debug, PartialEq, Clone, Serialize, Deserialize)]
 pub struct CachedProperty<Id: IdType = DefaultId> {
     node_property: FnvHashMap<Id, JsonValue>,
     edge_property: FnvHashMap<(Id, Id), JsonValue>,
@@ -105,13 +108,13 @@ impl<Id: IdType> PropertyGraph<Id> for CachedProperty<Id> {
     ) -> Result<Option<JsonValue>, PropertyError> {
         match self.node_property.get(&id) {
             Some(value) => {
-                let mut result = JsonValue::new_object();
+                let mut result = HashMap::<String, JsonValue>::new();
                 for name in names {
-                    if value.has_key(&name) {
-                        result[name] = value[&name].clone();
+                    if value.get(&name).is_some() {
+                        result.insert(name.clone(), value[&name].clone());
                     }
                 }
-                Ok(Some(result))
+                Ok(Some(json!(result)))
             }
             None => Ok(None),
         }
@@ -130,13 +133,13 @@ impl<Id: IdType> PropertyGraph<Id> for CachedProperty<Id> {
 
         match self.edge_property.get(&(src, dst)) {
             Some(value) => {
-                let mut result = JsonValue::new_object();
+                let mut result = HashMap::<String, JsonValue>::new();
                 for name in names {
-                    if value.has_key(&name) {
-                        result[name] = value[&name].clone();
+                    if value.get(&name).is_some() {
+                        result.insert(name.clone(), value[&name].clone());
                     }
                 }
-                Ok(Some(result))
+                Ok(Some(json!(result)))
             }
             None => Ok(None),
         }
@@ -199,125 +202,126 @@ impl<Id: IdType> PropertyGraph<Id> for CachedProperty<Id> {
         Ok(self.edge_property.extend(props))
     }
 }
-
-struct SerdeJsonValue {
-    pub json: JsonValue,
-}
-
-impl SerdeJsonValue {
-    pub fn new(json: &JsonValue) -> Self {
-        SerdeJsonValue { json: json.clone() }
-    }
-
-    pub fn unwrap(self) -> JsonValue {
-        self.json
-    }
-}
-
-impl Serialize for SerdeJsonValue {
-    fn serialize<S>(&self, serializer: S) -> Result<S::Ok, S::Error>
-    where
-        S: Serializer,
-    {
-        serializer.serialize_str(&stringify(self.json.clone()))
-    }
-}
-
-struct SerdeJsonValueVisitor;
-
-impl<'de> Visitor<'de> for SerdeJsonValueVisitor {
-    type Value = SerdeJsonValue;
-
-    fn expecting(&self, formatter: &mut fmt::Formatter) -> fmt::Result {
-        formatter.write_str("a JSON string")
-    }
-
-    fn visit_str<E>(self, valve: &str) -> Result<Self::Value, E>
-    where
-        E: Error,
-    {
-        match parse(valve) {
-            Ok(json) => Ok(SerdeJsonValue { json }),
-            Err(e) => Err(E::custom(format!("{:?}", e))),
-        }
-    }
-}
-
-impl<'de> Deserialize<'de> for SerdeJsonValue {
-    fn deserialize<D>(deserializer: D) -> Result<SerdeJsonValue, D::Error>
-    where
-        D: Deserializer<'de>,
-    {
-        deserializer.deserialize_str(SerdeJsonValueVisitor)
-    }
-}
-
-#[derive(Serialize, Deserialize)]
-struct SerdeNaiveProperty<Id: IdType> {
-    node_property: Vec<(Id, SerdeJsonValue)>,
-    edge_property: Vec<((Id, Id), SerdeJsonValue)>,
-    is_directed: bool,
-}
-
-impl<Id: IdType> SerdeNaiveProperty<Id> {
-    pub fn new(property: &CachedProperty<Id>) -> Self {
-        SerdeNaiveProperty {
-            node_property: property
-                .node_property
-                .iter()
-                .map(|(i, j)| (*i, SerdeJsonValue::new(j)))
-                .collect(),
-            edge_property: property
-                .edge_property
-                .iter()
-                .map(|(i, j)| (*i, SerdeJsonValue::new(j)))
-                .collect(),
-            is_directed: property.is_directed,
-        }
-    }
-
-    pub fn unwrap(self) -> CachedProperty<Id> {
-        CachedProperty {
-            node_property: self
-                .node_property
-                .into_iter()
-                .map(|(i, j)| (i, j.unwrap()))
-                .collect(),
-            edge_property: self
-                .edge_property
-                .into_iter()
-                .map(|(i, j)| (i, j.unwrap()))
-                .collect(),
-            is_directed: self.is_directed,
-        }
-    }
-}
-
-impl<Id: IdType> Serialize for CachedProperty<Id>
-where
-    Id: Serialize,
-{
-    fn serialize<S>(&self, serializer: S) -> Result<S::Ok, S::Error>
-    where
-        S: Serializer,
-    {
-        let property = SerdeNaiveProperty::new(&self);
-        property.serialize(serializer)
-    }
-}
-
-impl<'de, Id: IdType> Deserialize<'de> for CachedProperty<Id>
-where
-    Id: Deserialize<'de>,
-{
-    fn deserialize<D>(deserializer: D) -> Result<CachedProperty<Id>, D::Error>
-    where
-        D: Deserializer<'de>,
-    {
-        let property = SerdeNaiveProperty::deserialize(deserializer)?;
-        Ok(property.unwrap())
-    }
-}
+//
+//struct SerdeJsonValue {
+//    pub json: JsonValue,
+//}
+//
+//impl SerdeJsonValue {
+//    pub fn new(json: &JsonValue) -> Self {
+//        SerdeJsonValue { json: json.clone() }
+//    }
+//
+//    pub fn unwrap(self) -> JsonValue {
+//        self.json
+//    }
+//}
+//
+//impl Serialize for SerdeJsonValue {
+//    fn serialize<S>(&self, serializer: S) -> Result<S::Ok, S::Error>
+//    where
+//        S: Serializer,
+//    {
+//        serializer.serialize_str(&self.json.to_string())
+//    }
+//}
+//
+//struct SerdeJsonValueVisitor;
+//
+//impl<'de> Visitor<'de> for SerdeJsonValueVisitor {
+//    type Value = SerdeJsonValue;
+//
+//    fn expecting(&self, formatter: &mut fmt::Formatter) -> fmt::Result {
+//        formatter.write_str("a JSON string")
+//    }
+//
+//    fn visit_str<E>(self, valve: &str) -> Result<Self::Value, E>
+//    where
+//        E: Error,
+//    {
+//        match from_str(valve) {
+//            Ok(json) => Ok(SerdeJsonValue { json }),
+//            Err(e) => Err(E::custom(format!("{:?}", e))),
+//        }
+//    }
+//}
+//
+//impl<'de> Deserialize<'de> for SerdeJsonValue {
+//    fn deserialize<D>(deserializer: D) -> Result<SerdeJsonValue, D::Error>
+//    where
+//        D: Deserializer<'de>,
+//    {
+//        deserializer.deserialize_str(SerdeJsonValueVisitor)
+//    }
+//}
+//
+//#[derive(Serialize, Deserialize)]
+//struct SerdeNaiveProperty<Id: IdType> {
+//    node_property: Vec<(Id, SerdeJsonValue)>,
+//    edge_property: Vec<((Id, Id), SerdeJsonValue)>,
+//    is_directed: bool,
+//}
+//
+//impl<Id: IdType> SerdeNaiveProperty<Id> {
+//    pub fn new(property: &CachedProperty<Id>) -> Self {
+//        SerdeNaiveProperty {
+//            node_property: property
+//                .node_property
+//                .iter()
+//                .map(|(i, j)| (*i, SerdeJsonValue::new(j)))
+//                .collect(),
+//            edge_property: property
+//                .edge_property
+//                .iter()
+//                .map(|(i, j)| (*i, SerdeJsonValue::new(j)))
+//                .collect(),
+//            is_directed: property.is_directed,
+//        }
+//    }
+//
+//    pub fn unwrap(self) -> CachedProperty<Id> {
+//        CachedProperty {
+//            node_property: self
+//                .node_property
+//                .into_iter()
+//                .map(|(i, j)| (i, j.unwrap()))
+//                .collect(),
+//            edge_property: self
+//                .edge_property
+//                .into_iter()
+//                .map(|(i, j)| (i, j.unwrap()))
+//                .collect(),
+//            is_directed: self.is_directed,
+//        }
+//    }
+//}
+//
+//impl<Id: IdType> Serialize for CachedProperty<Id>
+//where
+//    Id: Serialize,
+//{
+//    fn serialize<S>(&self, serializer: S) -> Result<S::Ok, S::Error>
+//    where
+//        S: Serializer,
+//    {
+//
+//        let property = SerdeNaiveProperty::new(&self);
+//        property.serialize(serializer)
+//    }
+//}
+//
+//impl<'de, Id: IdType> Deserialize<'de> for CachedProperty<Id>
+//where
+//    Id: Deserialize<'de>,
+//{
+//    fn deserialize<D>(deserializer: D) -> Result<CachedProperty<Id>, D::Error>
+//    where
+//        D: Deserializer<'de>,
+//    {
+//        let property = SerdeNaiveProperty::deserialize(deserializer)?;
+//        Ok(property.unwrap())
+//    }
+//}
 
 #[cfg(test)]
 mod test {
diff --git a/src/property/filter/arithmetic_expression.rs b/src/property/filter/arithmetic_expression.rs
index 8221e98e..84a73c67 100644
--- a/src/property/filter/arithmetic_expression.rs
+++ b/src/property/filter/arithmetic_expression.rs
@@ -23,7 +23,10 @@ use property::filter::expression_operator::*;
 use property::filter::Expression;
 use property::filter::PropertyResult;
 
-use json::JsonValue;
+//use json::JsonValue;
+use serde_json::json;
+use serde_json::Value as JsonValue;
+
 
 pub struct ArithmeticExpression {
     // expression on the LHS of operator
diff --git a/src/property/filter/edge_property_filter.rs b/src/property/filter/edge_property_filter.rs
index 5430b933..61ed0b49 100644
--- a/src/property/filter/edge_property_filter.rs
+++ b/src/property/filter/edge_property_filter.rs
@@ -27,6 +27,7 @@ use generic::IdType;
 use property::filter::PropertyResult;
 use property::filter::{EdgeCache, Expression};
 use property::{PropertyError, PropertyGraph};
+use serde_json::json;
 
 pub struct EdgeFilter<'a, Id: IdType> {
     expression: &'a Expression,
@@ -62,7 +63,7 @@ impl<'a, Id: IdType> EdgeFilter<'a, Id> {
                 self.edge_property_cache.set(id.0, id.1, result);
             } else {
                 self.edge_property_cache
-                    .set(id.0, id.1, json::JsonValue::Null);
+                    .set(id.0, id.1, json!(null));
             }
         }
         Ok(())
diff --git a/src/property/filter/exp_parser.rs b/src/property/filter/exp_parser.rs
deleted file mode 100644
index bff55903..00000000
--- a/src/property/filter/exp_parser.rs
+++ /dev/null
@@ -1,38 +0,0 @@
-//// WHERE a.name CONTAINS "a" AND (a.age + 5) > (10 * 3)
-//// 0: ["a.name", "CONTAINS", "a", "AND", "(", "a.age", "+", "5", ")", ">", "(", "10", "*", "3", ")"]
-//// 1: [PredicateExp{a.name, "a", CONTAINS}, "AND", "(", "a.age", "+", "5", ")", ">", ArithmeticExp(10, 3, *)]
-//
-//
-//use property::filter::*;
-//use json::JsonValue;
-//
-//pub fn parse(cypher: &Vec<&str>) -> Box<Expression>{
-//    // add brackets
-//    let mut pos: u32 = 0;
-//    let mut result = JsonValue::as_bool(true);
-//    while pos < cypher.len() {
-//        if cypher[pos] == "(" {
-//            let close: u32 = get_closing_bracket(cypher, pos);
-//            let exp = parse(cypher[pos+1..close-1]);
-//            result = convert_exp(result, exp, cypher[pos-1]);
-//            pos = close + 2;
-//        } else {
-//            let exp = convert_val(cypher[pos]);
-//            result = convert_exp(result, exp, cypher[pos-1]);
-//            pos = pos + 2;
-//        }
-//    }
-//}
-//
-//
-//fn convert_val(exp: &str) -> Box<Expression> {
-//    // get the Value Expression of a string
-//}
-//
-//fn convert_exp(exp0: Box<Expression>, exp1: Box<Expression>, operator: &str) -> Box<Expression> {
-//    // get the Predicate or Arithmetic Expression of a string
-//}
-//
-//fn get_closing_bracket(cypher: &Vec<&str>, pos: u32) -> u32 {
-//    // position of the closing bracket matching the current position
-//}
diff --git a/src/property/filter/expression_operator.rs b/src/property/filter/expression_operator.rs
index d17d69c1..62739847 100644
--- a/src/property/filter/expression_operator.rs
+++ b/src/property/filter/expression_operator.rs
@@ -23,7 +23,10 @@ use property::filter::PropertyResult;
 use property::PropertyError;
 
 use json::number::Number;
-use json::JsonValue;
+//use json::JsonValue;
+use serde_json::json;
+use serde_json::Value as JsonValue;
+
 
 #[derive(Clone, Copy)]
 pub enum PredicateOperator {
@@ -78,8 +81,8 @@ pub enum ArithmeticOperator {
 
 pub fn and(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_bool().is_some() && exp2.as_bool().is_some() {
-        Ok(JsonValue::Boolean(
-            exp1.as_bool().unwrap() && exp2.as_bool().unwrap(),
+        Ok(json!(
+            exp1.as_bool().unwrap() && exp2.as_bool().unwrap()
         ))
     } else {
         Err(PropertyError::BooleanExpressionError)
@@ -88,8 +91,8 @@ pub fn and(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
 
 pub fn or(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_bool().is_some() && exp2.as_bool().is_some() {
-        Ok(JsonValue::Boolean(
-            exp1.as_bool().unwrap() || exp2.as_bool().unwrap(),
+        Ok(json!(
+            exp1.as_bool().unwrap() || exp2.as_bool().unwrap()
         ))
     } else {
         Err(PropertyError::BooleanExpressionError)
@@ -100,8 +103,8 @@ pub fn or(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
 
 pub fn less_than(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        Ok(JsonValue::Boolean(
-            exp1.as_f64().unwrap() < exp2.as_f64().unwrap(),
+        Ok(json!(
+            exp1.as_f64().unwrap() < exp2.as_f64().unwrap()
         ))
     } else {
         Err(PropertyError::NumberExpressionError)
@@ -110,8 +113,8 @@ pub fn less_than(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue>
 
 pub fn less_equal(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        Ok(JsonValue::Boolean(
-            exp1.as_f64().unwrap() <= exp2.as_f64().unwrap(),
+        Ok(json!(
+            exp1.as_f64().unwrap() <= exp2.as_f64().unwrap()
         ))
     } else {
         Err(PropertyError::NumberExpressionError)
@@ -120,8 +123,8 @@ pub fn less_equal(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue>
 
 pub fn greater_than(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        Ok(JsonValue::Boolean(
-            exp1.as_f64().unwrap() > exp2.as_f64().unwrap(),
+        Ok(json!(
+            exp1.as_f64().unwrap() > exp2.as_f64().unwrap()
         ))
     } else {
         Err(PropertyError::NumberExpressionError)
@@ -130,8 +133,8 @@ pub fn greater_than(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValu
 
 pub fn greater_equal(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        Ok(JsonValue::Boolean(
-            exp1.as_f64().unwrap() >= exp2.as_f64().unwrap(),
+        Ok(json!(
+            exp1.as_f64().unwrap() >= exp2.as_f64().unwrap()
         ))
     } else {
         Err(PropertyError::NumberExpressionError)
@@ -140,8 +143,8 @@ pub fn greater_equal(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonVal
 
 pub fn equal(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        Ok(JsonValue::Boolean(
-            exp1.as_f64().unwrap() == exp2.as_f64().unwrap(),
+        Ok(json!(
+            exp1.as_f64().unwrap() == exp2.as_f64().unwrap()
         ))
     } else {
         Err(PropertyError::NumberExpressionError)
@@ -150,8 +153,8 @@ pub fn equal(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
 
 pub fn not_equal(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        Ok(JsonValue::Boolean(
-            exp1.as_f64().unwrap() != exp2.as_f64().unwrap(),
+        Ok(json!(
+            exp1.as_f64().unwrap() != exp2.as_f64().unwrap()
         ))
     } else {
         Err(PropertyError::NumberExpressionError)
@@ -164,8 +167,8 @@ pub fn range(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
         let lower = exp1[0].as_f64();
         let upper = exp1[1].as_f64();
         if lower.is_some() && upper.is_some() {
-            Ok(JsonValue::Boolean(
-                value >= lower.unwrap() && value <= upper.unwrap(),
+            Ok(json!(
+                value >= lower.unwrap() && value <= upper.unwrap()
             ))
         } else {
             Err(PropertyError::NumberExpressionError)
@@ -175,8 +178,8 @@ pub fn range(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
         let lower = exp2[0].as_f64();
         let upper = exp2[1].as_f64();
         if lower.is_some() && upper.is_some() {
-            Ok(JsonValue::Boolean(
-                value >= lower.unwrap() && value <= upper.unwrap(),
+            Ok(json!(
+                value >= lower.unwrap() && value <= upper.unwrap()
             ))
         } else {
             Err(PropertyError::NumberExpressionError)
@@ -190,8 +193,8 @@ pub fn range(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
 
 pub fn contains(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_str().is_some() && exp2.as_str().is_some() {
-        Ok(JsonValue::Boolean(
-            exp1.as_str().unwrap().contains(exp2.as_str().unwrap()),
+        Ok(json!(
+            exp1.as_str().unwrap().contains(exp2.as_str().unwrap())
         ))
     } else {
         Err(PropertyError::StringExpressionError)
@@ -200,8 +203,8 @@ pub fn contains(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
 
 pub fn starts_with(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_str().is_some() && exp2.as_str().is_some() {
-        Ok(JsonValue::Boolean(
-            exp1.as_str().unwrap().starts_with(exp2.as_str().unwrap()),
+        Ok(json!(
+            exp1.as_str().unwrap().starts_with(exp2.as_str().unwrap())
         ))
     } else {
         Err(PropertyError::StringExpressionError)
@@ -210,8 +213,8 @@ pub fn starts_with(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue
 
 pub fn ends_with(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_str().is_some() && exp2.as_str().is_some() {
-        Ok(JsonValue::Boolean(
-            exp1.as_str().unwrap().ends_with(exp2.as_str().unwrap()),
+        Ok(json!(
+            exp1.as_str().unwrap().ends_with(exp2.as_str().unwrap())
         ))
     } else {
         Err(PropertyError::StringExpressionError)
@@ -222,8 +225,8 @@ pub fn ends_with(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue>
 
 pub fn add(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        let number: Number = (exp1.as_f64().unwrap() + exp2.as_f64().unwrap()).into();
-        Ok(JsonValue::Number(number))
+        let number = (exp1.as_f64().unwrap() + exp2.as_f64().unwrap());
+        Ok(json!(number))
     } else {
         Err(PropertyError::NumberExpressionError)
     }
@@ -231,8 +234,8 @@ pub fn add(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
 
 pub fn subtract(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        let number: Number = (exp1.as_f64().unwrap() - exp2.as_f64().unwrap()).into();
-        Ok(JsonValue::Number(number))
+        let number = (exp1.as_f64().unwrap() - exp2.as_f64().unwrap());
+        Ok(json!(number))
     } else {
         Err(PropertyError::NumberExpressionError)
     }
@@ -240,8 +243,8 @@ pub fn subtract(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
 
 pub fn multiply(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        let number: Number = (exp1.as_f64().unwrap() * exp2.as_f64().unwrap()).into();
-        Ok(JsonValue::Number(number))
+        let number = (exp1.as_f64().unwrap() * exp2.as_f64().unwrap());
+        Ok(json!(number))
     } else {
         Err(PropertyError::NumberExpressionError)
     }
@@ -249,8 +252,8 @@ pub fn multiply(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
 
 pub fn divide(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        let number: Number = (exp1.as_f64().unwrap() / exp2.as_f64().unwrap()).into();
-        Ok(JsonValue::Number(number))
+        let number = (exp1.as_f64().unwrap() / exp2.as_f64().unwrap());
+        Ok(json!(number))
     } else {
         Err(PropertyError::NumberExpressionError)
     }
@@ -258,8 +261,8 @@ pub fn divide(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
 
 pub fn modulo(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        let number: Number = (exp1.as_f64().unwrap() % exp2.as_f64().unwrap()).into();
-        Ok(JsonValue::Number(number))
+        let number = (exp1.as_f64().unwrap() % exp2.as_f64().unwrap());
+        Ok(json!(number))
     } else {
         Err(PropertyError::NumberExpressionError)
     }
@@ -267,8 +270,8 @@ pub fn modulo(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
 
 pub fn power(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        let number: Number = (exp1.as_f64().unwrap().powf(exp2.as_f64().unwrap())).into();
-        Ok(JsonValue::Number(number))
+        let number = (exp1.as_f64().unwrap().powf(exp2.as_f64().unwrap()));
+        Ok(json!(number))
     } else {
         Err(PropertyError::NumberExpressionError)
     }
diff --git a/src/property/filter/hash_property_cache.rs b/src/property/filter/hash_property_cache.rs
index 00af787f..24173e0e 100644
--- a/src/property/filter/hash_property_cache.rs
+++ b/src/property/filter/hash_property_cache.rs
@@ -25,7 +25,10 @@ use generic::IdType;
 use property::filter::{EdgeCache, NodeCache, PropertyResult};
 use property::PropertyError;
 
-use json::JsonValue;
+//use json::JsonValue;
+use serde_json::json;
+use serde_json::Value as JsonValue;
+
 
 pub struct HashNodeCache<Id: IdType> {
     node_map: HashMap<Id, JsonValue>,
diff --git a/src/property/filter/mod.rs b/src/property/filter/mod.rs
index b3364910..39c3e62c 100644
--- a/src/property/filter/mod.rs
+++ b/src/property/filter/mod.rs
@@ -38,7 +38,9 @@ pub mod predicate_expression;
 pub mod value_expression;
 
 use generic::IdType;
-use json::JsonValue;
+//use json::JsonValue;
+use serde_json::json;
+use serde_json::Value as JsonValue;
 
 use property::PropertyError;
 
@@ -55,7 +57,7 @@ use serde::{Deserialize, Serialize};
 type PropertyResult<T> = Result<T, PropertyError>;
 
 pub fn empty_expression() -> Box<Expression> {
-    Box::new(Const::new(JsonValue::Boolean(true)))
+    Box::new(Const::new(json!(true)))
 }
 
 pub trait Expression {
diff --git a/src/property/filter/node_property_filter.rs b/src/property/filter/node_property_filter.rs
index c799601b..323381e3 100644
--- a/src/property/filter/node_property_filter.rs
+++ b/src/property/filter/node_property_filter.rs
@@ -27,6 +27,8 @@ use generic::IdType;
 use property::filter::{Expression, NodeCache, PropertyResult};
 use property::{PropertyError, PropertyGraph};
 
+use serde_json::json;
+
 pub struct NodeFilter<'a, Id: IdType> {
     expression: &'a Expression,
 
@@ -61,7 +63,7 @@ impl<'a, Id: IdType> NodeFilter<'a, Id> {
                 self.node_property_cache.set(id.clone(), result);
             } else {
                 self.node_property_cache
-                    .set(id.clone(), json::JsonValue::Null);
+                    .set(id.clone(), json!(null));
             }
         }
         Ok(())
diff --git a/src/property/filter/predicate_expression.rs b/src/property/filter/predicate_expression.rs
index 1c08520f..b70079dd 100644
--- a/src/property/filter/predicate_expression.rs
+++ b/src/property/filter/predicate_expression.rs
@@ -22,7 +22,10 @@
 use property::filter::expression_operator::*;
 use property::filter::{Expression, PropertyResult};
 
-use json::JsonValue;
+//use json::JsonValue;
+use serde_json::json;
+use serde_json::Value as JsonValue;
+
 
 pub struct PredicateExpression {
     // expression on the LHS of operator
diff --git a/src/property/filter/value_expression.rs b/src/property/filter/value_expression.rs
index 692c19a7..698efc50 100644
--- a/src/property/filter/value_expression.rs
+++ b/src/property/filter/value_expression.rs
@@ -22,7 +22,10 @@
 use property::filter::{Expression, PropertyResult};
 use property::PropertyError;
 
-use json::JsonValue;
+//use json::JsonValue;
+use serde_json::json;
+use serde_json::Value as JsonValue;
+
 
 pub struct Var {
     // queried attribute
diff --git a/src/property/mod.rs b/src/property/mod.rs
index abc9e7d8..4e64ae06 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -29,8 +29,10 @@ pub use property::property_parser::parse_property_tree;
 pub use property::sled_property::SledProperty;
 
 use generic::IdType;
-use json::JsonValue;
-use serde_json::Value;
+//use json::JsonValue;
+use serde_json::json;
+use serde_json::Value as JsonValue;
+
 
 pub trait PropertyGraph<Id: IdType> {
     fn get_node_property(
@@ -79,7 +81,7 @@ pub enum PropertyError {
     SledError(sled::Error<()>),
     BincodeError(std::boxed::Box<bincode::ErrorKind>),
     FromUtf8Error(std::string::FromUtf8Error),
-    JsonError(json::Error),
+    JsonError(serde_json::Error),
 
     JsonObjectFieldError,
     BooleanExpressionError,
@@ -107,8 +109,8 @@ impl From<std::string::FromUtf8Error> for PropertyError {
     }
 }
 
-impl From<json::Error> for PropertyError {
-    fn from(error: json::Error) -> Self {
+impl From<serde_json::Error> for PropertyError {
+    fn from(error: serde_json::Error) -> Self {
         PropertyError::JsonError(error)
     }
 }
diff --git a/src/property/property_parser.rs b/src/property/property_parser.rs
index 5b0daa3a..32ee247b 100644
--- a/src/property/property_parser.rs
+++ b/src/property/property_parser.rs
@@ -18,8 +18,10 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-use json::number::Number;
-use json::JsonValue;
+//use json::number::Number;
+//use json::JsonValue;
+use serde_json::json;
+use serde_json::Value as JsonValue;
 use property::filter::empty_expression;
 use property::filter::{
     ArithmeticExpression, ArithmeticOperator, Const, Expression, PredicateExpression,
@@ -170,7 +172,7 @@ fn is_other_var(cypher_tree: &Vec<&str>, index: usize, var: &str) -> bool {
 
 fn recursive_parser(cypher_tree: &Vec<&str>, index: usize, var: &str) -> Box<Expression> {
     if is_other_var(cypher_tree, index, var) {
-        Box::new(Const::new(JsonValue::Boolean(true)))
+        Box::new(Const::new(json!(true)))
     } else {
         if let Some(result) = match_val(cypher_tree, index, var) {
             return result;
@@ -241,13 +243,13 @@ fn match_val(cypher_tree: &Vec<&str>, index: usize, var: &str) -> Option<Box<Exp
         let value = &caps["value"];
 
         if type_name == "integer" {
-            Some(Box::new(Const::new(JsonValue::Number(Number::from(
-                value.parse::<i32>().unwrap(),
-            )))))
+            Some(Box::new(Const::new(json!(
+                value.parse::<i32>().unwrap()
+            ))))
         } else if type_name == "float" {
-            Some(Box::new(Const::new(JsonValue::Number(Number::from(
-                value.parse::<f64>().unwrap(),
-            )))))
+            Some(Box::new(Const::new(json!(
+                value.parse::<f64>().unwrap()
+            ))))
         } else if type_name == "string" {
             Some(Box::new(Const::new(JsonValue::String(value.to_string()))))
         } else {
diff --git a/src/property/sled_property.rs b/src/property/sled_property.rs
index dd5f715a..350572fd 100644
--- a/src/property/sled_property.rs
+++ b/src/property/sled_property.rs
@@ -23,10 +23,15 @@ use std::mem::swap;
 use std::path::Path;
 
 use bincode;
-use json::JsonValue;
+//use json::JsonValue;
+use serde_json::json;
+use serde_json::Value as JsonValue;
+use serde_json::from_str;
+use serde_json::from_slice;
 use serde::Serialize;
 use sled::ConfigBuilder;
 use sled::Db as Tree;
+use std::collections::HashMap;
 
 use generic::IdType;
 use property::{PropertyError, PropertyGraph};
@@ -64,14 +69,14 @@ impl SledProperty {
         let edge_tree = Tree::start(edge_config.clone())?;
         for (id, names) in node_property {
             let id_bytes = bincode::serialize(&id)?;
-            let names_str = names.dump();
+            let names_str = names.to_string();
             let names_bytes = names_str.as_bytes();
             node_tree.set(id_bytes, names_bytes.to_vec())?;
         }
 
         for (edge, names) in edge_property {
             let id_bytes = bincode::serialize(&edge)?;
-            let names_str = names.dump();
+            let names_str = names.to_string();
             let names_bytes = names_str.as_bytes();
             edge_tree.set(id_bytes, names_bytes.to_vec())?;
         }
@@ -112,15 +117,16 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
         let _value = self.node_property.get(&id_bytes)?;
         match _value {
             Some(value_bytes) => {
-                let value = String::from_utf8(value_bytes.to_vec())?;
-                let value_parsed = json::parse(&value)?;
-                let mut result = JsonValue::new_object();
+//                let value = String::from_utf8(value_bytes.to_vec())?;
+//                let value_parsed:JsonValue = from_str(&value)?;
+                let value_parsed: JsonValue = from_slice(&value_bytes)?;
+                let mut result = HashMap::<String, JsonValue>::new();
                 for name in names {
-                    if value_parsed.has_key(&name) {
-                        result[name] = value_parsed[&name].clone();
+                    if value_parsed.get(&name).is_some() {
+                        result.insert(name.clone(), value_parsed[&name].clone());
                     }
                 }
-                Ok(Some(result))
+                Ok(Some(json!(result)))
             }
             None => Ok(None),
         }
@@ -141,15 +147,16 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
         let _value = self.edge_property.get(&id_bytes)?;
         match _value {
             Some(value_bytes) => {
-                let value = String::from_utf8(value_bytes.to_vec())?;
-                let value_parsed = json::parse(&value)?;
-                let mut result = JsonValue::new_object();
+//                let value = String::from_utf8(value_bytes.to_vec())?;
+//                let value_parsed: JsonValue = from_str(&value)?;
+                let value_parsed: JsonValue = from_slice(&value_bytes)?;
+                let mut result = HashMap::<String, JsonValue>::new();
                 for name in names {
-                    if value_parsed.has_key(&name) {
-                        result[name] = value_parsed[&name].clone();
+                    if value_parsed.get(&name).is_some() {
+                        result.insert(name.clone(), value_parsed[&name].clone());
                     }
                 }
-                Ok(Some(result))
+                Ok(Some(json!(result)))
             }
             None => Ok(None),
         }
@@ -161,9 +168,10 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
         let _value = self.node_property.get(&id_bytes)?;
         match _value {
             Some(value_bytes) => {
-                let value = String::from_utf8(value_bytes.to_vec())?;
-                let value_parsed = json::parse(&value)?;
-                Ok(Some(value_parsed.clone()))
+//                let value = String::from_utf8(value_bytes.to_vec())?;
+//                let value_parsed: JsonValue = from_str(&value)?;
+                let value_parsed: JsonValue = from_slice(&value_bytes)?;
+                Ok(Some(json!(value_parsed.clone())))
             }
             None => Ok(None),
         }
@@ -183,24 +191,26 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
         let _value = self.edge_property.get(&id_bytes)?;
         match _value {
             Some(value_bytes) => {
-                let value = String::from_utf8(value_bytes.to_vec())?;
-                let value_parsed = json::parse(&value)?;
-                Ok(Some(value_parsed.clone()))
+//                let value = String::from_utf8(value_bytes.to_vec())?;
+//                let value_parsed:JsonValue = from_str(&value)?;
+                let value_parsed: JsonValue = from_slice(&value_bytes)?;
+                Ok(Some(json!(value_parsed.clone())))
             }
             None => Ok(None),
         }
     }
     fn insert_node_property(&mut self, id: Id, prop: JsonValue) -> Result<Option<JsonValue>, PropertyError> {
         let id_bytes = bincode::serialize(&id)?;
-        let names_str = prop.dump();
+        let names_str = prop.to_string();
         let names_bytes = names_str.as_bytes();
         let _value = self.node_property.set(id_bytes, names_bytes.to_vec())?;
         self.node_property.flush();
 
         match _value {
             Some(value_bytes) => {
-                let value = String::from_utf8(value_bytes.to_vec())?;
-                let value_parsed = json::parse(&value)?;
+//                let value = String::from_utf8(value_bytes.to_vec())?;
+//                let value_parsed:JsonValue = from_str(&value)?;
+                let value_parsed: JsonValue = from_slice(&value_bytes)?;
                 Ok(Some(value_parsed))
             }
             None => Ok(None),
@@ -213,15 +223,16 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
         }
 
         let id_bytes = bincode::serialize(&(src, dst))?;
-        let names_str = prop.dump();
+        let names_str = prop.to_string();
         let names_bytes = names_str.as_bytes();
         let _value = self.edge_property.set(id_bytes, names_bytes.to_vec())?;
         self.edge_property.flush();
 
         match _value {
             Some(value_bytes) => {
-                let value = String::from_utf8(value_bytes.to_vec())?;
-                let value_parsed = json::parse(&value)?;
+//                let value = String::from_utf8(value_bytes.to_vec())?;
+//                let value_parsed: JsonValue = from_str(&value)?;
+                let value_parsed: JsonValue = from_slice(&value_bytes)?;
                 Ok(Some(value_parsed))
             }
             None => Ok(None),
@@ -231,7 +242,7 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
     fn extend_node_property<I: IntoIterator<Item=(Id, JsonValue)>>(&mut self, props: I) -> Result<(), PropertyError> {
         for (id, prop) in props {
             let id_bytes = bincode::serialize(&id)?;
-            let names_str = prop.dump();
+            let names_str = prop.to_string();
             let names_bytes = names_str.as_bytes();
             let _value = self.node_property.set(id_bytes, names_bytes.to_vec())?;
         }
@@ -247,7 +258,7 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
             }
 
             let id_bytes = bincode::serialize(&(src, dst))?;
-            let names_str = prop.dump();
+            let names_str = prop.to_string();
             let names_bytes = names_str.as_bytes();
             let _value = self.edge_property.set(id_bytes, names_bytes.to_vec())?;
         }

From c96ed5c6f33203d1f2737e3d8fa952215fe396b9 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Tue, 23 Apr 2019 15:00:37 +1000
Subject: [PATCH 154/391] Added tests for property

---
 tests/property.rs | 209 +++++++++++++++++++++++-----------------------
 1 file changed, 103 insertions(+), 106 deletions(-)

diff --git a/tests/property.rs b/tests/property.rs
index 76bf4ef8..5eb4f024 100644
--- a/tests/property.rs
+++ b/tests/property.rs
@@ -18,15 +18,14 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-extern crate json;
+extern crate serde_json;
 extern crate rust_graph;
 
 use std::collections::HashMap;
 use std::path::Path;
 
-use json::number::Number;
-use json::JsonValue;
-use json::{array, object};
+use serde_json::json;
+use serde_json::Value as JsonValue;
 use rust_graph::property::filter::*;
 use rust_graph::property::*;
 
@@ -56,9 +55,9 @@ fn test_cached_boolean_expression() {
 fn test_cached_num_compare_expression() {
     // WHERE a.age > 25;
 
-    let exp0 = Var::new("age".to_owned());
-    let exp1 = Const::new(JsonValue::Number(Number::from(25)));
-    let exp = PredicateExpression::new(&exp0, &exp1, PredicateOperator::GreaterThan);
+    let exp0 = Box::new(Var::new("age".to_owned()));
+    let exp1 = Box::new(Const::new(json!(25)));
+    let exp = PredicateExpression::new(exp0, exp1, PredicateOperator::GreaterThan);
 
     let property_graph = create_cached_property();
 
@@ -79,12 +78,12 @@ fn test_cached_num_compare_expression() {
 fn test_cached_arithmetic_expression() {
     // WHERE a.age + 10 > 35;
 
-    let exp0 = Var::new("age".to_owned());
-    let exp1 = Const::new(JsonValue::Number(Number::from(10)));
-    let exp2 = ArithmeticExpression::new(&exp0, &exp1, ArithmeticOperator::Add);
-    let exp3 = Const::new(JsonValue::Number(Number::from(35)));
+    let exp0 = Box::new(Var::new("age".to_owned()));
+    let exp1 = Box::new(Const::new(json!(10)));
+    let exp2 = Box::new(ArithmeticExpression::new(exp0, exp1, ArithmeticOperator::Add));
+    let exp3 = Box::new(Const::new(json!(35)));
 
-    let exp = PredicateExpression::new(&exp2, &exp3, PredicateOperator::GreaterThan);
+    let exp = PredicateExpression::new(exp2, exp3, PredicateOperator::GreaterThan);
 
     let property_graph = create_cached_property();
 
@@ -105,14 +104,14 @@ fn test_cached_arithmetic_expression() {
 fn test_cached_logical_expression() {
     // WHERE a.age + 10 > 35 AND a.is_member;
 
-    let exp0 = Var::new("age".to_owned());
-    let exp1 = Const::new(JsonValue::Number(Number::from(10)));
-    let exp2 = ArithmeticExpression::new(&exp0, &exp1, ArithmeticOperator::Add);
-    let exp3 = Const::new(JsonValue::Number(Number::from(35)));
-    let exp4 = PredicateExpression::new(&exp2, &exp3, PredicateOperator::LessEqual);
-    let exp5 = Var::new("is_member".to_owned());
+    let exp0 = Box::new(Var::new("age".to_owned()));
+    let exp1 = Box::new(Const::new(json!(10)));
+    let exp2 = Box::new(ArithmeticExpression::new(exp0, exp1, ArithmeticOperator::Add));
+    let exp3 = Box::new(Const::new(json!(35)));
+    let exp4 = Box::new(PredicateExpression::new(exp2, exp3, PredicateOperator::LessEqual));
+    let exp5 = Box::new(Var::new("is_member".to_owned()));
 
-    let exp = PredicateExpression::new(&exp4, &exp5, PredicateOperator::AND);
+    let exp = PredicateExpression::new(exp4, exp5, PredicateOperator::AND);
 
     let property_graph = create_cached_property();
 
@@ -133,9 +132,9 @@ fn test_cached_logical_expression() {
 fn test_cached_string_compare_expression() {
     // WHERE a.name CONTAINS "arr";
 
-    let exp0 = Var::new("name".to_owned());
-    let exp1 = Const::new(JsonValue::String("arr".to_owned()));
-    let exp = PredicateExpression::new(&exp0, &exp1, PredicateOperator::Contains);
+    let exp0 = Box::new(Var::new("name".to_owned()));
+    let exp1 = Box::new(Const::new(json!("arr".to_owned())));
+    let exp = PredicateExpression::new(exp0, exp1, PredicateOperator::Contains);
 
     let property_graph = create_cached_property();
 
@@ -156,12 +155,12 @@ fn test_cached_string_compare_expression() {
 fn test_cached_string_concat_expression() {
     // WHERE a.name + "hello" CONTAINS "arr";
 
-    let exp0 = Var::new("name".to_owned());
-    let exp1 = Const::new(JsonValue::String("hello".to_owned()));
-    let exp2 = ArithmeticExpression::new(&exp0, &exp1, ArithmeticOperator::Concat);
-    let exp3 = Const::new(JsonValue::String("yhello".to_owned()));
+    let exp0 = Box::new(Var::new("name".to_owned()));
+    let exp1 = Box::new(Const::new(json!("hello".to_owned())));
+    let exp2 = Box::new(ArithmeticExpression::new(exp0, exp1, ArithmeticOperator::Concat));
+    let exp3 = Box::new(Const::new(json!("yhello".to_owned())));
 
-    let exp = PredicateExpression::new(&exp2, &exp3, PredicateOperator::Contains);
+    let exp = PredicateExpression::new(exp2, exp3, PredicateOperator::Contains);
 
     let property_graph = create_cached_property();
 
@@ -182,12 +181,9 @@ fn test_cached_string_concat_expression() {
 fn test_cached_range_predicate_expression() {
     // WHERE 18 <= a.age <= 22;
 
-    let exp0 = Var::new("age".to_owned());
-    let exp1 = Const::new(array![
-        JsonValue::Number(Number::from(18)),
-        JsonValue::Number(Number::from(22))
-    ]);
-    let exp = PredicateExpression::new(&exp0, &exp1, PredicateOperator::Range);
+    let exp0 = Box::new(Var::new("age".to_owned()));
+    let exp1 = Box::new(Const::new(json!([18, 22])));
+    let exp = PredicateExpression::new(exp0, exp1, PredicateOperator::Range);
 
     let property_graph = create_cached_property();
 
@@ -228,25 +224,25 @@ fn test_cached_error_boolean_expression() {
 fn test_cached_complex_expression() {
     // WHERE a.is_member AND ((a.age MODULE 5 = 0) AND (18 <= a.age <= 35 AND ((a.name CONTAINS "a") OR (a.name CONTAINS "o"))));
 
-    let exp0 = Var::new("is_member".to_owned());
-    let exp1 = Var::new("age".to_owned());
-    let exp2 = Const::new(JsonValue::Number(Number::from(5)));
-    let exp3 = Const::new(JsonValue::Number(Number::from(0)));
-    let exp4 = Const::new(array![18, 35]);
-    let exp5 = Var::new("age".to_owned());
-    let exp6 = Var::new("name".to_owned());
-    let exp7 = Const::new(JsonValue::String("a".to_owned()));
-    let exp8 = Var::new("name".to_owned());
-    let exp9 = Const::new(JsonValue::String("o".to_owned()));
-    let exp12 = ArithmeticExpression::new(&exp1, &exp2, ArithmeticOperator::Modulo);
-    let exp123 = PredicateExpression::new(&exp12, &exp3, PredicateOperator::Equal);
-    let exp45 = PredicateExpression::new(&exp4, &exp5, PredicateOperator::Range);
-    let exp67 = PredicateExpression::new(&exp6, &exp7, PredicateOperator::Contains);
-    let exp89 = PredicateExpression::new(&exp8, &exp9, PredicateOperator::Contains);
-    let exp6789 = PredicateExpression::new(&exp67, &exp89, PredicateOperator::OR);
-    let exp456789 = PredicateExpression::new(&exp45, &exp6789, PredicateOperator::AND);
-    let exp123456789 = PredicateExpression::new(&exp123, &exp456789, PredicateOperator::AND);
-    let final_exp = PredicateExpression::new(&exp0, &exp123456789, PredicateOperator::AND);
+    let exp0 = Box::new(Var::new("is_member".to_owned()));
+    let exp1 = Box::new(Var::new("age".to_owned()));
+    let exp2 = Box::new(Const::new(json!(5)));
+    let exp3 = Box::new(Const::new(json!(0)));
+    let exp4 = Box::new(Const::new(json!([18, 35])));
+    let exp5 = Box::new(Var::new("age".to_owned()));
+    let exp6 = Box::new(Var::new("name".to_owned()));
+    let exp7 = Box::new(Const::new(json!("a".to_owned())));
+    let exp8 = Box::new(Var::new("name".to_owned()));
+    let exp9 = Box::new(Const::new(json!("o".to_owned())));
+    let exp12 = Box::new(ArithmeticExpression::new(exp1, exp2, ArithmeticOperator::Modulo));
+    let exp123 = Box::new(PredicateExpression::new(exp12, exp3, PredicateOperator::Equal));
+    let exp45 = Box::new(PredicateExpression::new(exp4, exp5, PredicateOperator::Range));
+    let exp67 = Box::new(PredicateExpression::new(exp6, exp7, PredicateOperator::Contains));
+    let exp89 = Box::new(PredicateExpression::new(exp8, exp9, PredicateOperator::Contains));
+    let exp6789 = Box::new(PredicateExpression::new(exp67, exp89, PredicateOperator::OR));
+    let exp456789 = Box::new(PredicateExpression::new(exp45, exp6789, PredicateOperator::AND));
+    let exp123456789 = Box::new(PredicateExpression::new(exp123, exp456789, PredicateOperator::AND));
+    let final_exp = PredicateExpression::new(exp0, exp123456789, PredicateOperator::AND);
 
     let property_graph = create_cached_property();
 
@@ -269,60 +265,59 @@ fn create_cached_property() -> CachedProperty<u32> {
 
     node_property.insert(
         0u32,
-        object!(
-        "name"=>"John",
-        "age"=>20,
-        "is_member"=>true,
-        "scores"=>array![9,8,10],
-        ),
+        json!({
+        "name":"John",
+        "age":20,
+        "is_member":true,
+        "scores":json!([9,8,10]),
+        }),
     );
 
     node_property.insert(
         1,
-        object!(
-        "name"=>"Marry",
-        "age"=>30,
-        "is_member"=>false,
-        "scores"=>array![10,10,9],
-        ),
+        json!({
+        "name":"Marry",
+        "age":30,
+        "is_member":false,
+        "scores":json!([10,10,9]),
+        }),
     );
 
     edge_property.insert(
         (0, 1),
-        object!(
-        "friend_since"=>"2018-11-15",
-        ),
+        json!({
+        "friend_since":"2018-11-15",
+        }),
     );
 
     CachedProperty::with_data(node_property, edge_property, false)
 }
 
-//#[test]
-//fn test_sled_boolean_expression() {
-//    // WHERE a.is_member;
-//    let exp = Var::new("is_member".to_owned());
-//
-//    let property_graph = create_sled_property();
-//
-//    let mut node_cache = HashNodeCache::new();
-//    let mut property_filter = NodeFilter::from_cache(&exp, &mut node_cache);
-//
-//    property_filter.pre_fetch(&[0u32, 1], &property_graph);
-//
-//    let result0 = property_filter.get_result(0);
-//    let result1 = property_filter.get_result(1);
-//
-//    assert_eq!(result0.unwrap(), true);
-//    assert_eq!(result1.unwrap(), false);
-//}
+#[test]
+fn test_sled_boolean_expression() {
+    // WHERE a.is_member;
+    let exp = Var::new("is_member".to_owned());
+
+    let property_graph = create_sled_property();
+    let mut node_cache = HashNodeCache::new();
+    let mut property_filter = NodeFilter::from_cache(&exp, &mut node_cache);
+
+    property_filter.pre_fetch(&[0u32, 1], &property_graph);
+
+    let result0 = property_filter.get_result(0);
+    let result1 = property_filter.get_result(1);
+
+    assert_eq!(result0.unwrap(), false);
+    assert_eq!(result1.unwrap(), false);
+}
 
 #[test]
 fn test_sled_num_compare_expression() {
     // WHERE a.age > 25;
 
-    let exp0 = Var::new("age".to_owned());
-    let exp1 = Const::new(JsonValue::Number(Number::from(25)));
-    let exp = PredicateExpression::new(&exp0, &exp1, PredicateOperator::GreaterThan);
+    let exp0 = Box::new(Var::new("age".to_owned()));
+    let exp1 = Box::new(Const::new(json!(25)));
+    let exp = PredicateExpression::new(exp0, exp1, PredicateOperator::GreaterThan);
 
     let t0 = Instant::now();
     let property_graph = create_sled_property();
@@ -333,39 +328,41 @@ fn test_sled_num_compare_expression() {
     let t1 = Instant::now();
 
     property_filter.pre_fetch(&[0u32, 1], &property_graph);
-    println!("{:?}", t1.elapsed());
-    //    let result0 = property_filter.get_result(0);
-    //    let result1 = property_filter.get_result(1);
-    //
-    //    assert_eq!(result0.unwrap(), false);
-    //    assert_eq!(result1.unwrap(), true);
+    let result0 = property_filter.get_result(0);
+    let result1 = property_filter.get_result(1);
+
+    assert_eq!(result0.unwrap(), true);
+    assert_eq!(result1.unwrap(), true);
 }
 
 fn create_sled_property() -> SledProperty {
     let mut node_property = HashMap::new();
     let mut edge_property = HashMap::new();
-    for i in 0u32..100000 {
+    for i in 0u32..10 {
         node_property.insert(
             i,
-            object!(
-            "name"=>"Mike",
-            "age"=>30,
-            "is_member"=>false,
-            "scores"=>array![10,10,9],
-            ),
+            json!({
+            "name":"Mike",
+            "age":30,
+            "is_member":false,
+            "scores":json!([10,10,9]),
+            }),
         );
     }
 
     edge_property.insert(
         (0, 1),
-        object!(
-        "friend_since"=>"2018-11-15",
-        ),
+        json!({
+        "friend_since":"2018-11-15",
+        }),
     );
 
-    let path = Path::new("../undirected");
+    let node_path = Path::new("/Users/hao/Desktop/node_db");
+    let edge_path = Path::new("/Users/hao/Desktop/edge_db");
+
     let db = SledProperty::with_data(
-        path,
+        node_path,
+        edge_path,
         node_property.into_iter(),
         edge_property.into_iter(),
         false,

From d9bfe6bb45a3c0a3dfc785591f511fecf66b85cf Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Tue, 23 Apr 2019 15:52:39 +1000
Subject: [PATCH 155/391] use CBOR to serialize Json; rustfmt;

---
 Cargo.toml                                   |   2 +-
 src/lib.rs                                   |   2 +-
 src/main.rs                                  | 372 +++++++++----------
 src/property/cached_property.rs              | 177 ++-------
 src/property/filter/arithmetic_expression.rs |   1 -
 src/property/filter/edge_property_filter.rs  |   5 +-
 src/property/filter/expression_operator.rs   |  64 ++--
 src/property/filter/hash_property_cache.rs   |   2 -
 src/property/filter/node_property_filter.rs  |   3 +-
 src/property/filter/predicate_expression.rs  |   1 -
 src/property/filter/value_expression.rs      |   1 -
 src/property/mod.rs                          |  18 +-
 src/property/property_parser.rs              |  15 +-
 src/property/sled_property.rs                | 109 +++---
 tests/property.rs                            |  78 +++-
 tests/property_parser.rs                     |   1 -
 16 files changed, 381 insertions(+), 470 deletions(-)

diff --git a/Cargo.toml b/Cargo.toml
index 6013314e..c584b25a 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -23,10 +23,10 @@ counter = "0.4.3"
 regex = "1"
 seahash = "3.0.5"
 fnv = "1.0.6"
-json = "0.11.13"
 sled = "0.17.4"
 fixedbitset = { git = "https://github.com/vks/fixedbitset", branch = "faster-iter" }
 serde_json = "1.0"
+serde_cbor = "0.9.0"
 
 [dev-dependencies]
 tempfile = "3.0.4"
diff --git a/src/lib.rs b/src/lib.rs
index b63d33e5..424624e7 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -25,9 +25,9 @@ extern crate fixedbitset;
 extern crate fnv;
 extern crate indexmap;
 extern crate itertools;
-extern crate json;
 extern crate rand;
 extern crate serde;
+extern crate serde_cbor;
 extern crate serde_json;
 extern crate sled;
 #[macro_use]
diff --git a/src/main.rs b/src/main.rs
index 65920d97..5d0e18bb 100644
--- a/src/main.rs
+++ b/src/main.rs
@@ -18,191 +18,189 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-extern crate json;
-extern crate rust_graph;
-extern crate sled;
 
-use std::collections::HashMap;
-use std::path::Path;
-
-use rust_graph::property::filter::*;
-use rust_graph::property::parse_property;
-use rust_graph::property::*;
-
-use json::number::Number;
-use json::JsonValue;
-use json::{array, object};
-
-use sled::Db;
-use std::mem::transmute;
-use std::time::Instant;
-
-use std::fs::File;
-use std::io::prelude::*;
-use std::io::BufReader;
-
-fn main() {
-    let result =
-        lines_from_file("/Users/mengmeng/RustProject/rust_graph_lib/tests/cypher_tree/8.txt");
-    let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
-    let exp = parse_property(cypher_tree);
-}
-
-fn lines_from_file(filename: impl AsRef<Path>) -> Vec<String> {
-    let file = File::open(filename).expect("no such file");
-    let buf = BufReader::new(file);
-    buf.lines()
-        .map(|l| l.expect("Could not parse line"))
-        .collect()
-}
-
-fn sled_num_compare_expression() {
-    // Match (a:A)-[b:B]-(c:C) WHERE a.name CONTAINS "hello" AND a.age + 5.5 > 10 RETURN a
-
-    let exp0 = Var::new("is_member".to_owned());
-    let exp1 = Var::new("age".to_owned());
-    let exp2 = Const::new(JsonValue::Number(Number::from(5)));
-    let exp3 = Const::new(JsonValue::Number(Number::from(0)));
-    let exp4 = Const::new(array![18, 35]);
-    let exp5 = Var::new("age".to_owned());
-    let exp6 = Var::new("name".to_owned());
-    let exp7 = Const::new(JsonValue::String("a".to_owned()));
-    let exp8 = Var::new("name".to_owned());
-    let exp9 = Const::new(JsonValue::String("o".to_owned()));
-    let exp12 =
-        ArithmeticExpression::new(Box::new(exp1), Box::new(exp2), ArithmeticOperator::Modulo);
-    let exp123 =
-        PredicateExpression::new(Box::new(exp12), Box::new(exp3), PredicateOperator::Equal);
-    let exp45 = PredicateExpression::new(Box::new(exp4), Box::new(exp5), PredicateOperator::Range);
-    let exp67 =
-        PredicateExpression::new(Box::new(exp6), Box::new(exp7), PredicateOperator::Contains);
-    let exp89 =
-        PredicateExpression::new(Box::new(exp8), Box::new(exp9), PredicateOperator::Contains);
-    let exp6789 = PredicateExpression::new(Box::new(exp67), Box::new(exp89), PredicateOperator::OR);
-    let exp456789 =
-        PredicateExpression::new(Box::new(exp45), Box::new(exp6789), PredicateOperator::AND);
-    let exp123456789 = PredicateExpression::new(
-        Box::new(exp123),
-        Box::new(exp456789),
-        PredicateOperator::AND,
-    );
-    let final_exp = PredicateExpression::new(
-        Box::new(exp0),
-        Box::new(exp123456789),
-        PredicateOperator::AND,
-    );
-
-    let t0 = Instant::now();
-    let property_graph = create_sled_property();
-    println!("create: {:?}", t0.elapsed());
-
-    let mut node_cache = HashNodeCache::new();
-    let mut property_filter = NodeFilter::from_cache(&final_exp, &mut node_cache);
-    let vec = (0..50u32).collect::<Vec<u32>>();
-    let t1 = Instant::now();
-    property_filter.pre_fetch(&vec, &property_graph);
-    println!("fetch: {:?}", t1.elapsed());
-
-    let t2 = Instant::now();
-    let result: Vec<u32> = vec
-        .into_iter()
-        .filter(|x| property_filter.filter(*x))
-        .collect();
-    println!("exp_filter: {:?}", t2.elapsed());
-
-    let vec0 = (0..50u32).collect::<Vec<u32>>();
-
-    let t3 = Instant::now();
-    let result: Vec<u32> = vec0
-        .into_iter()
-        .filter(|x| property_filter.hard_coded_filter(*x))
-        .collect();
-    println!("coded_filter: {:?}", t3.elapsed());
-
-    //    let result0 = property_filter.get_result(0);
-    //    let result1 = property_filter.get_result(1);
-    //
-    //    assert_eq!(result0.unwrap(), false);
-    //    assert_eq!(result1.unwrap(), true);
-}
-
-fn create_sled_property() -> SledProperty {
-    let mut node_property = HashMap::new();
-    let mut edge_property = HashMap::new();
-    //    for i in 0u32..50 {
-    //        node_property.insert(
-    //            i,
-    //            object!(
-    //            "name"=>"Mike",
-    //            "age"=>30,
-    //            "is_member"=>false,
-    //            "scores"=>array![10,10,9],
-    //            ),
-    //        );
-    //    }
-    node_property.insert(
-        0u32,
-        object!(
-        "name"=>"Bhello",
-        "age"=>15,
-        ),
-    );
-
-    node_property.insert(
-        1,
-        object!(
-        "name"=>"Jack",
-        "age"=>6,
-        ),
-    );
-
-    node_property.insert(
-        2,
-        object!(
-        "name"=>"Thello",
-        "age"=>3,
-        ),
-    );
-
-    node_property.insert(
-        3,
-        object!(
-        "name"=>"Thello",
-        "age"=>5,
-        ),
-    );
-
-    node_property.insert(
-        4,
-        object!(
-        "name"=>"Thello",
-        "age"=>13,
-        ),
-    );
-
-    node_property.insert(
-        5,
-        object!(
-        "name"=>"Shello",
-        "age"=>1,
-        ),
-    );
-
-    edge_property.insert(
-        (0u32, 1),
-        object!(
-        "friend_since"=>"2018-11-15",
-        ),
-    );
-
-    let path = Path::new("../undirected");
-    let db = SledProperty::with_data(
-        path,
-        node_property.into_iter(),
-        edge_property.into_iter(),
-        false,
-    )
-    .unwrap();
-    db.flush();
-    db
-}
+fn main() {}
+
+//extern crate rust_graph;
+//extern crate sled;
+//
+//use std::collections::HashMap;
+//use std::path::Path;
+//
+//use rust_graph::property::filter::*;
+//use rust_graph::property::parse_property;
+//use rust_graph::property::*;
+//
+//use sled::Db;
+//use std::mem::transmute;
+//use std::time::Instant;
+//
+//use std::fs::File;
+//use std::io::prelude::*;
+//use std::io::BufReader;
+//
+//fn main() {
+//    let result =
+//        lines_from_file("/Users/mengmeng/RustProject/rust_graph_lib/tests/cypher_tree/8.txt");
+//    let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
+//    let exp = parse_property(cypher_tree);
+//}
+//
+//fn lines_from_file(filename: impl AsRef<Path>) -> Vec<String> {
+//    let file = File::open(filename).expect("no such file");
+//    let buf = BufReader::new(file);
+//    buf.lines()
+//        .map(|l| l.expect("Could not parse line"))
+//        .collect()
+//}
+//
+//fn sled_num_compare_expression() {
+//    // Match (a:A)-[b:B]-(c:C) WHERE a.name CONTAINS "hello" AND a.age + 5.5 > 10 RETURN a
+//
+//    let exp0 = Var::new("is_member".to_owned());
+//    let exp1 = Var::new("age".to_owned());
+//    let exp2 = Const::new(JsonValue::Number(Number::from(5)));
+//    let exp3 = Const::new(JsonValue::Number(Number::from(0)));
+//    let exp4 = Const::new(array![18, 35]);
+//    let exp5 = Var::new("age".to_owned());
+//    let exp6 = Var::new("name".to_owned());
+//    let exp7 = Const::new(JsonValue::String("a".to_owned()));
+//    let exp8 = Var::new("name".to_owned());
+//    let exp9 = Const::new(JsonValue::String("o".to_owned()));
+//    let exp12 =
+//        ArithmeticExpression::new(Box::new(exp1), Box::new(exp2), ArithmeticOperator::Modulo);
+//    let exp123 =
+//        PredicateExpression::new(Box::new(exp12), Box::new(exp3), PredicateOperator::Equal);
+//    let exp45 = PredicateExpression::new(Box::new(exp4), Box::new(exp5), PredicateOperator::Range);
+//    let exp67 =
+//        PredicateExpression::new(Box::new(exp6), Box::new(exp7), PredicateOperator::Contains);
+//    let exp89 =
+//        PredicateExpression::new(Box::new(exp8), Box::new(exp9), PredicateOperator::Contains);
+//    let exp6789 = PredicateExpression::new(Box::new(exp67), Box::new(exp89), PredicateOperator::OR);
+//    let exp456789 =
+//        PredicateExpression::new(Box::new(exp45), Box::new(exp6789), PredicateOperator::AND);
+//    let exp123456789 = PredicateExpression::new(
+//        Box::new(exp123),
+//        Box::new(exp456789),
+//        PredicateOperator::AND,
+//    );
+//    let final_exp = PredicateExpression::new(
+//        Box::new(exp0),
+//        Box::new(exp123456789),
+//        PredicateOperator::AND,
+//    );
+//
+//    let t0 = Instant::now();
+//    let property_graph = create_sled_property();
+//    println!("create: {:?}", t0.elapsed());
+//
+//    let mut node_cache = HashNodeCache::new();
+//    let mut property_filter = NodeFilter::from_cache(&final_exp, &mut node_cache);
+//    let vec = (0..50u32).collect::<Vec<u32>>();
+//    let t1 = Instant::now();
+//    property_filter.pre_fetch(&vec, &property_graph);
+//    println!("fetch: {:?}", t1.elapsed());
+//
+//    let t2 = Instant::now();
+//    let result: Vec<u32> = vec
+//        .into_iter()
+//        .filter(|x| property_filter.filter(*x))
+//        .collect();
+//    println!("exp_filter: {:?}", t2.elapsed());
+//
+//    let vec0 = (0..50u32).collect::<Vec<u32>>();
+//
+//    let t3 = Instant::now();
+//    let result: Vec<u32> = vec0
+//        .into_iter()
+//        .filter(|x| property_filter.hard_coded_filter(*x))
+//        .collect();
+//    println!("coded_filter: {:?}", t3.elapsed());
+//
+//    //    let result0 = property_filter.get_result(0);
+//    //    let result1 = property_filter.get_result(1);
+//    //
+//    //    assert_eq!(result0.unwrap(), false);
+//    //    assert_eq!(result1.unwrap(), true);
+//}
+//
+//fn create_sled_property() -> SledProperty {
+//    let mut node_property = HashMap::new();
+//    let mut edge_property = HashMap::new();
+//    //    for i in 0u32..50 {
+//    //        node_property.insert(
+//    //            i,
+//    //            object!(
+//    //            "name"=>"Mike",
+//    //            "age"=>30,
+//    //            "is_member"=>false,
+//    //            "scores"=>array![10,10,9],
+//    //            ),
+//    //        );
+//    //    }
+//    node_property.insert(
+//        0u32,
+//        object!(
+//        "name"=>"Bhello",
+//        "age"=>15,
+//        ),
+//    );
+//
+//    node_property.insert(
+//        1,
+//        object!(
+//        "name"=>"Jack",
+//        "age"=>6,
+//        ),
+//    );
+//
+//    node_property.insert(
+//        2,
+//        object!(
+//        "name"=>"Thello",
+//        "age"=>3,
+//        ),
+//    );
+//
+//    node_property.insert(
+//        3,
+//        object!(
+//        "name"=>"Thello",
+//        "age"=>5,
+//        ),
+//    );
+//
+//    node_property.insert(
+//        4,
+//        object!(
+//        "name"=>"Thello",
+//        "age"=>13,
+//        ),
+//    );
+//
+//    node_property.insert(
+//        5,
+//        object!(
+//        "name"=>"Shello",
+//        "age"=>1,
+//        ),
+//    );
+//
+//    edge_property.insert(
+//        (0u32, 1),
+//        object!(
+//        "friend_since"=>"2018-11-15",
+//        ),
+//    );
+//
+//    let path = Path::new("../undirected");
+//    let db = SledProperty::with_data(
+//        path,
+//        node_property.into_iter(),
+//        edge_property.into_iter(),
+//        false,
+//    )
+//    .unwrap();
+//    db.flush();
+//    db
+//}
diff --git a/src/property/cached_property.rs b/src/property/cached_property.rs
index d55b01f4..229916e7 100644
--- a/src/property/cached_property.rs
+++ b/src/property/cached_property.rs
@@ -24,12 +24,12 @@ use std::hash::BuildHasher;
 use std::mem::swap;
 
 use fnv::{FnvBuildHasher, FnvHashMap};
-//use json::{parse, stringify, JsonValue};
-use serde_json::json;
-use serde_json::Value as JsonValue;
-use serde_json::from_str;
 use serde::de::{Deserialize, Deserializer, Error, Visitor};
 use serde::ser::{Serialize, Serializer};
+use serde_json::from_str;
+use serde_json::json;
+use serde_json::to_value;
+use serde_json::Value as JsonValue;
 
 use generic::{DefaultId, IdType};
 use io::serde;
@@ -69,9 +69,12 @@ impl<Id: IdType> CachedProperty<Id> {
         }
     }
 
-    pub fn with_data<S: BuildHasher>(
-        node_property: HashMap<Id, JsonValue, S>,
-        edge_property: HashMap<(Id, Id), JsonValue, S>,
+    pub fn with_data<
+        N: IntoIterator<Item = (Id, JsonValue)>,
+        E: IntoIterator<Item = ((Id, Id), JsonValue)>,
+    >(
+        node_property: N,
+        edge_property: E,
         is_directed: bool,
     ) -> Self {
         CachedProperty {
@@ -114,7 +117,7 @@ impl<Id: IdType> PropertyGraph<Id> for CachedProperty<Id> {
                         result.insert(name.clone(), value[&name].clone());
                     }
                 }
-                Ok(Some(json!(result)))
+                Ok(Some(to_value(result)?))
             }
             None => Ok(None),
         }
@@ -139,7 +142,7 @@ impl<Id: IdType> PropertyGraph<Id> for CachedProperty<Id> {
                         result.insert(name.clone(), value[&name].clone());
                     }
                 }
-                Ok(Some(json!(result)))
+                Ok(Some(to_value(result)?))
             }
             None => Ok(None),
         }
@@ -168,160 +171,54 @@ impl<Id: IdType> PropertyGraph<Id> for CachedProperty<Id> {
             None => Ok(None),
         }
     }
-    fn insert_node_property(&mut self, id: Id, prop: JsonValue) -> Result<Option<JsonValue>, PropertyError> {
+    fn insert_node_property(
+        &mut self,
+        id: Id,
+        prop: JsonValue,
+    ) -> Result<Option<JsonValue>, PropertyError> {
         let value = self.node_property.insert(id, prop);
         Ok(value)
     }
 
-    fn insert_edge_property(&mut self, mut src: Id, mut dst: Id, prop: JsonValue) -> Result<Option<JsonValue>, PropertyError> {
+    fn insert_edge_property(
+        &mut self,
+        mut src: Id,
+        mut dst: Id,
+        prop: JsonValue,
+    ) -> Result<Option<JsonValue>, PropertyError> {
         if !self.is_directed {
             self.swap_edge(&mut src, &mut dst);
         }
 
         let value = self.edge_property.insert((src, dst), prop);
         Ok(value)
-
-
     }
 
-    fn extend_node_property<I: IntoIterator<Item=(Id, JsonValue)>>(&mut self, props: I) -> Result<(), PropertyError> {
+    fn extend_node_property<I: IntoIterator<Item = (Id, JsonValue)>>(
+        &mut self,
+        props: I,
+    ) -> Result<(), PropertyError> {
         Ok(self.node_property.extend(props))
     }
 
-    fn extend_edge_property<I: IntoIterator<Item=((Id, Id), JsonValue)>>(&mut self, props: I) -> Result<(), PropertyError> {
+    fn extend_edge_property<I: IntoIterator<Item = ((Id, Id), JsonValue)>>(
+        &mut self,
+        props: I,
+    ) -> Result<(), PropertyError> {
         let is_directed = self.is_directed;
         let props = props.into_iter().map(|x| {
-            let x = x.clone();
-            let (mut mut_src, mut mut_dst) = x.0;
-            if is_directed && mut_src > mut_dst {
-                swap(&mut mut_src, &mut mut_dst);
+            let (mut src, mut dst) = x.0;
+            let prop = x.1;
+
+            if is_directed && src > dst {
+                swap(&mut src, &mut dst);
             }
-            ((mut_src, mut_dst), x.1)
+            ((src, dst), prop)
         });
 
         Ok(self.edge_property.extend(props))
     }
 }
-//
-//struct SerdeJsonValue {
-//    pub json: JsonValue,
-//}
-//
-//impl SerdeJsonValue {
-//    pub fn new(json: &JsonValue) -> Self {
-//        SerdeJsonValue { json: json.clone() }
-//    }
-//
-//    pub fn unwrap(self) -> JsonValue {
-//        self.json
-//    }
-//}
-//
-//impl Serialize for SerdeJsonValue {
-//    fn serialize<S>(&self, serializer: S) -> Result<S::Ok, S::Error>
-//    where
-//        S: Serializer,
-//    {
-//        serializer.serialize_str(&self.json.to_string())
-//    }
-//}
-//
-//struct SerdeJsonValueVisitor;
-//
-//impl<'de> Visitor<'de> for SerdeJsonValueVisitor {
-//    type Value = SerdeJsonValue;
-//
-//    fn expecting(&self, formatter: &mut fmt::Formatter) -> fmt::Result {
-//        formatter.write_str("a JSON string")
-//    }
-//
-//    fn visit_str<E>(self, valve: &str) -> Result<Self::Value, E>
-//    where
-//        E: Error,
-//    {
-//        match from_str(valve) {
-//            Ok(json) => Ok(SerdeJsonValue { json }),
-//            Err(e) => Err(E::custom(format!("{:?}", e))),
-//        }
-//    }
-//}
-//
-//impl<'de> Deserialize<'de> for SerdeJsonValue {
-//    fn deserialize<D>(deserializer: D) -> Result<SerdeJsonValue, D::Error>
-//    where
-//        D: Deserializer<'de>,
-//    {
-//        deserializer.deserialize_str(SerdeJsonValueVisitor)
-//    }
-//}
-//
-//#[derive(Serialize, Deserialize)]
-//struct SerdeNaiveProperty<Id: IdType> {
-//    node_property: Vec<(Id, SerdeJsonValue)>,
-//    edge_property: Vec<((Id, Id), SerdeJsonValue)>,
-//    is_directed: bool,
-//}
-//
-//impl<Id: IdType> SerdeNaiveProperty<Id> {
-//    pub fn new(property: &CachedProperty<Id>) -> Self {
-//        SerdeNaiveProperty {
-//            node_property: property
-//                .node_property
-//                .iter()
-//                .map(|(i, j)| (*i, SerdeJsonValue::new(j)))
-//                .collect(),
-//            edge_property: property
-//                .edge_property
-//                .iter()
-//                .map(|(i, j)| (*i, SerdeJsonValue::new(j)))
-//                .collect(),
-//            is_directed: property.is_directed,
-//        }
-//    }
-//
-//    pub fn unwrap(self) -> CachedProperty<Id> {
-//        CachedProperty {
-//            node_property: self
-//                .node_property
-//                .into_iter()
-//                .map(|(i, j)| (i, j.unwrap()))
-//                .collect(),
-//            edge_property: self
-//                .edge_property
-//                .into_iter()
-//                .map(|(i, j)| (i, j.unwrap()))
-//                .collect(),
-//            is_directed: self.is_directed,
-//        }
-//    }
-//}
-//
-//impl<Id: IdType> Serialize for CachedProperty<Id>
-//where
-//    Id: Serialize,
-//{
-//    fn serialize<S>(&self, serializer: S) -> Result<S::Ok, S::Error>
-//    where
-//        S: Serializer,
-//    {
-//
-//        let property = SerdeNaiveProperty::new(&self);
-//        property.serialize(serializer)
-//    }
-//}
-//
-//impl<'de, Id: IdType> Deserialize<'de> for CachedProperty<Id>
-//where
-//    Id: Deserialize<'de>,
-//{
-//    fn deserialize<D>(deserializer: D) -> Result<CachedProperty<Id>, D::Error>
-//    where
-//        D: Deserializer<'de>,
-//    {
-//        let property = SerdeNaiveProperty::deserialize(deserializer)?;
-//        Ok(property.unwrap())
-//    }
-//}
 
 #[cfg(test)]
 mod test {
diff --git a/src/property/filter/arithmetic_expression.rs b/src/property/filter/arithmetic_expression.rs
index 84a73c67..150d8780 100644
--- a/src/property/filter/arithmetic_expression.rs
+++ b/src/property/filter/arithmetic_expression.rs
@@ -27,7 +27,6 @@ use property::filter::PropertyResult;
 use serde_json::json;
 use serde_json::Value as JsonValue;
 
-
 pub struct ArithmeticExpression {
     // expression on the LHS of operator
     left: Box<Expression>,
diff --git a/src/property/filter/edge_property_filter.rs b/src/property/filter/edge_property_filter.rs
index 61ed0b49..f3b4f541 100644
--- a/src/property/filter/edge_property_filter.rs
+++ b/src/property/filter/edge_property_filter.rs
@@ -53,7 +53,7 @@ impl<'a, Id: IdType> EdgeFilter<'a, Id> {
         }
     }
 
-    pub fn pre_fetch<P:PropertyGraph<Id>>(
+    pub fn pre_fetch<P: PropertyGraph<Id>>(
         &mut self,
         ids: &[(Id, Id)],
         property_graph: &P,
@@ -62,8 +62,7 @@ impl<'a, Id: IdType> EdgeFilter<'a, Id> {
             if let Some(result) = property_graph.get_edge_property_all(id.0, id.1)? {
                 self.edge_property_cache.set(id.0, id.1, result);
             } else {
-                self.edge_property_cache
-                    .set(id.0, id.1, json!(null));
+                self.edge_property_cache.set(id.0, id.1, json!(null));
             }
         }
         Ok(())
diff --git a/src/property/filter/expression_operator.rs b/src/property/filter/expression_operator.rs
index 62739847..1e1009e4 100644
--- a/src/property/filter/expression_operator.rs
+++ b/src/property/filter/expression_operator.rs
@@ -22,12 +22,9 @@
 use property::filter::PropertyResult;
 use property::PropertyError;
 
-use json::number::Number;
-//use json::JsonValue;
 use serde_json::json;
 use serde_json::Value as JsonValue;
 
-
 #[derive(Clone, Copy)]
 pub enum PredicateOperator {
     // Logical
@@ -81,9 +78,7 @@ pub enum ArithmeticOperator {
 
 pub fn and(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_bool().is_some() && exp2.as_bool().is_some() {
-        Ok(json!(
-            exp1.as_bool().unwrap() && exp2.as_bool().unwrap()
-        ))
+        Ok(json!(exp1.as_bool().unwrap() && exp2.as_bool().unwrap()))
     } else {
         Err(PropertyError::BooleanExpressionError)
     }
@@ -91,9 +86,7 @@ pub fn and(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
 
 pub fn or(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_bool().is_some() && exp2.as_bool().is_some() {
-        Ok(json!(
-            exp1.as_bool().unwrap() || exp2.as_bool().unwrap()
-        ))
+        Ok(json!(exp1.as_bool().unwrap() || exp2.as_bool().unwrap()))
     } else {
         Err(PropertyError::BooleanExpressionError)
     }
@@ -103,9 +96,7 @@ pub fn or(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
 
 pub fn less_than(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        Ok(json!(
-            exp1.as_f64().unwrap() < exp2.as_f64().unwrap()
-        ))
+        Ok(json!(exp1.as_f64().unwrap() < exp2.as_f64().unwrap()))
     } else {
         Err(PropertyError::NumberExpressionError)
     }
@@ -113,9 +104,7 @@ pub fn less_than(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue>
 
 pub fn less_equal(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        Ok(json!(
-            exp1.as_f64().unwrap() <= exp2.as_f64().unwrap()
-        ))
+        Ok(json!(exp1.as_f64().unwrap() <= exp2.as_f64().unwrap()))
     } else {
         Err(PropertyError::NumberExpressionError)
     }
@@ -123,9 +112,7 @@ pub fn less_equal(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue>
 
 pub fn greater_than(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        Ok(json!(
-            exp1.as_f64().unwrap() > exp2.as_f64().unwrap()
-        ))
+        Ok(json!(exp1.as_f64().unwrap() > exp2.as_f64().unwrap()))
     } else {
         Err(PropertyError::NumberExpressionError)
     }
@@ -133,9 +120,7 @@ pub fn greater_than(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValu
 
 pub fn greater_equal(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        Ok(json!(
-            exp1.as_f64().unwrap() >= exp2.as_f64().unwrap()
-        ))
+        Ok(json!(exp1.as_f64().unwrap() >= exp2.as_f64().unwrap()))
     } else {
         Err(PropertyError::NumberExpressionError)
     }
@@ -143,9 +128,7 @@ pub fn greater_equal(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonVal
 
 pub fn equal(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        Ok(json!(
-            exp1.as_f64().unwrap() == exp2.as_f64().unwrap()
-        ))
+        Ok(json!(exp1.as_f64().unwrap() == exp2.as_f64().unwrap()))
     } else {
         Err(PropertyError::NumberExpressionError)
     }
@@ -153,9 +136,7 @@ pub fn equal(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
 
 pub fn not_equal(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        Ok(json!(
-            exp1.as_f64().unwrap() != exp2.as_f64().unwrap()
-        ))
+        Ok(json!(exp1.as_f64().unwrap() != exp2.as_f64().unwrap()))
     } else {
         Err(PropertyError::NumberExpressionError)
     }
@@ -167,9 +148,7 @@ pub fn range(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
         let lower = exp1[0].as_f64();
         let upper = exp1[1].as_f64();
         if lower.is_some() && upper.is_some() {
-            Ok(json!(
-                value >= lower.unwrap() && value <= upper.unwrap()
-            ))
+            Ok(json!(value >= lower.unwrap() && value <= upper.unwrap()))
         } else {
             Err(PropertyError::NumberExpressionError)
         }
@@ -178,9 +157,7 @@ pub fn range(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
         let lower = exp2[0].as_f64();
         let upper = exp2[1].as_f64();
         if lower.is_some() && upper.is_some() {
-            Ok(json!(
-                value >= lower.unwrap() && value <= upper.unwrap()
-            ))
+            Ok(json!(value >= lower.unwrap() && value <= upper.unwrap()))
         } else {
             Err(PropertyError::NumberExpressionError)
         }
@@ -193,9 +170,10 @@ pub fn range(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
 
 pub fn contains(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_str().is_some() && exp2.as_str().is_some() {
-        Ok(json!(
-            exp1.as_str().unwrap().contains(exp2.as_str().unwrap())
-        ))
+        Ok(json!(exp1
+            .as_str()
+            .unwrap()
+            .contains(exp2.as_str().unwrap())))
     } else {
         Err(PropertyError::StringExpressionError)
     }
@@ -203,9 +181,10 @@ pub fn contains(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
 
 pub fn starts_with(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_str().is_some() && exp2.as_str().is_some() {
-        Ok(json!(
-            exp1.as_str().unwrap().starts_with(exp2.as_str().unwrap())
-        ))
+        Ok(json!(exp1
+            .as_str()
+            .unwrap()
+            .starts_with(exp2.as_str().unwrap())))
     } else {
         Err(PropertyError::StringExpressionError)
     }
@@ -213,9 +192,10 @@ pub fn starts_with(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue
 
 pub fn ends_with(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_str().is_some() && exp2.as_str().is_some() {
-        Ok(json!(
-            exp1.as_str().unwrap().ends_with(exp2.as_str().unwrap())
-        ))
+        Ok(json!(exp1
+            .as_str()
+            .unwrap()
+            .ends_with(exp2.as_str().unwrap())))
     } else {
         Err(PropertyError::StringExpressionError)
     }
diff --git a/src/property/filter/hash_property_cache.rs b/src/property/filter/hash_property_cache.rs
index 24173e0e..888aa350 100644
--- a/src/property/filter/hash_property_cache.rs
+++ b/src/property/filter/hash_property_cache.rs
@@ -25,11 +25,9 @@ use generic::IdType;
 use property::filter::{EdgeCache, NodeCache, PropertyResult};
 use property::PropertyError;
 
-//use json::JsonValue;
 use serde_json::json;
 use serde_json::Value as JsonValue;
 
-
 pub struct HashNodeCache<Id: IdType> {
     node_map: HashMap<Id, JsonValue>,
 }
diff --git a/src/property/filter/node_property_filter.rs b/src/property/filter/node_property_filter.rs
index 323381e3..40a47eea 100644
--- a/src/property/filter/node_property_filter.rs
+++ b/src/property/filter/node_property_filter.rs
@@ -62,8 +62,7 @@ impl<'a, Id: IdType> NodeFilter<'a, Id> {
             if let Some(result) = property_graph.get_node_property_all(id.clone())? {
                 self.node_property_cache.set(id.clone(), result);
             } else {
-                self.node_property_cache
-                    .set(id.clone(), json!(null));
+                self.node_property_cache.set(id.clone(), json!(null));
             }
         }
         Ok(())
diff --git a/src/property/filter/predicate_expression.rs b/src/property/filter/predicate_expression.rs
index b70079dd..acfa6b82 100644
--- a/src/property/filter/predicate_expression.rs
+++ b/src/property/filter/predicate_expression.rs
@@ -26,7 +26,6 @@ use property::filter::{Expression, PropertyResult};
 use serde_json::json;
 use serde_json::Value as JsonValue;
 
-
 pub struct PredicateExpression {
     // expression on the LHS of operator
     left: Box<Expression>,
diff --git a/src/property/filter/value_expression.rs b/src/property/filter/value_expression.rs
index 698efc50..6193595f 100644
--- a/src/property/filter/value_expression.rs
+++ b/src/property/filter/value_expression.rs
@@ -26,7 +26,6 @@ use property::PropertyError;
 use serde_json::json;
 use serde_json::Value as JsonValue;
 
-
 pub struct Var {
     // queried attribute
     attribute: String,
diff --git a/src/property/mod.rs b/src/property/mod.rs
index 4e64ae06..e0ee2d8a 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -29,11 +29,8 @@ pub use property::property_parser::parse_property_tree;
 pub use property::sled_property::SledProperty;
 
 use generic::IdType;
-//use json::JsonValue;
-use serde_json::json;
 use serde_json::Value as JsonValue;
 
-
 pub trait PropertyGraph<Id: IdType> {
     fn get_node_property(
         &self,
@@ -80,8 +77,8 @@ pub trait PropertyGraph<Id: IdType> {
 pub enum PropertyError {
     SledError(sled::Error<()>),
     BincodeError(std::boxed::Box<bincode::ErrorKind>),
-    FromUtf8Error(std::string::FromUtf8Error),
     JsonError(serde_json::Error),
+    CborError(serde_cbor::error::Error),
 
     JsonObjectFieldError,
     BooleanExpressionError,
@@ -97,24 +94,25 @@ impl From<sled::Error<()>> for PropertyError {
         PropertyError::SledError(error)
     }
 }
+
 impl From<std::boxed::Box<bincode::ErrorKind>> for PropertyError {
     fn from(error: std::boxed::Box<bincode::ErrorKind>) -> Self {
         PropertyError::BincodeError(error)
     }
 }
 
-impl From<std::string::FromUtf8Error> for PropertyError {
-    fn from(error: std::string::FromUtf8Error) -> Self {
-        PropertyError::FromUtf8Error(error)
-    }
-}
-
 impl From<serde_json::Error> for PropertyError {
     fn from(error: serde_json::Error) -> Self {
         PropertyError::JsonError(error)
     }
 }
 
+impl From<serde_cbor::error::Error> for PropertyError {
+    fn from(error: serde_cbor::error::Error) -> Self {
+        PropertyError::CborError(error)
+    }
+}
+
 impl From<()> for PropertyError {
     fn from(_error: ()) -> Self {
         PropertyError::UnknownError
diff --git a/src/property/property_parser.rs b/src/property/property_parser.rs
index 32ee247b..c3240a9a 100644
--- a/src/property/property_parser.rs
+++ b/src/property/property_parser.rs
@@ -18,16 +18,15 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-//use json::number::Number;
-//use json::JsonValue;
-use serde_json::json;
-use serde_json::Value as JsonValue;
+
 use property::filter::empty_expression;
 use property::filter::{
     ArithmeticExpression, ArithmeticOperator, Const, Expression, PredicateExpression,
     PredicateOperator, Var,
 };
 use regex::Regex;
+use serde_json::json;
+use serde_json::Value as JsonValue;
 use std::collections::HashMap;
 use std::time::Instant;
 
@@ -243,13 +242,9 @@ fn match_val(cypher_tree: &Vec<&str>, index: usize, var: &str) -> Option<Box<Exp
         let value = &caps["value"];
 
         if type_name == "integer" {
-            Some(Box::new(Const::new(json!(
-                value.parse::<i32>().unwrap()
-            ))))
+            Some(Box::new(Const::new(json!(value.parse::<i32>().unwrap()))))
         } else if type_name == "float" {
-            Some(Box::new(Const::new(json!(
-                value.parse::<f64>().unwrap()
-            ))))
+            Some(Box::new(Const::new(json!(value.parse::<f64>().unwrap()))))
         } else if type_name == "string" {
             Some(Box::new(Const::new(JsonValue::String(value.to_string()))))
         } else {
diff --git a/src/property/sled_property.rs b/src/property/sled_property.rs
index 350572fd..fc44c8f6 100644
--- a/src/property/sled_property.rs
+++ b/src/property/sled_property.rs
@@ -23,12 +23,10 @@ use std::mem::swap;
 use std::path::Path;
 
 use bincode;
-//use json::JsonValue;
-use serde_json::json;
-use serde_json::Value as JsonValue;
-use serde_json::from_str;
-use serde_json::from_slice;
 use serde::Serialize;
+use serde_cbor::{from_slice, to_vec};
+use serde_json::to_value;
+use serde_json::Value as JsonValue;
 use sled::ConfigBuilder;
 use sled::Db as Tree;
 use std::collections::HashMap;
@@ -43,7 +41,11 @@ pub struct SledProperty {
 }
 
 impl SledProperty {
-    pub fn new(node_path: &Path, edge_path: &Path, is_directed: bool) -> Result<Self, PropertyError> {
+    pub fn new(
+        node_path: &Path,
+        edge_path: &Path,
+        is_directed: bool,
+    ) -> Result<Self, PropertyError> {
         Ok(SledProperty {
             node_property: Tree::start_default(node_path)?,
             edge_property: Tree::start_default(edge_path)?,
@@ -69,16 +71,14 @@ impl SledProperty {
         let edge_tree = Tree::start(edge_config.clone())?;
         for (id, names) in node_property {
             let id_bytes = bincode::serialize(&id)?;
-            let names_str = names.to_string();
-            let names_bytes = names_str.as_bytes();
-            node_tree.set(id_bytes, names_bytes.to_vec())?;
+            let names_bytes = to_vec(&names)?;
+            node_tree.set(id_bytes, names_bytes)?;
         }
 
         for (edge, names) in edge_property {
             let id_bytes = bincode::serialize(&edge)?;
-            let names_str = names.to_string();
-            let names_bytes = names_str.as_bytes();
-            edge_tree.set(id_bytes, names_bytes.to_vec())?;
+            let names_bytes = to_vec(&names)?;
+            edge_tree.set(id_bytes, names_bytes)?;
         }
 
         Ok(SledProperty {
@@ -88,9 +88,11 @@ impl SledProperty {
         })
     }
 
-    pub fn flush(&self) {
-        self.node_property.flush().unwrap();
-        self.edge_property.flush().unwrap();
+    pub fn flush(&self) -> Result<(), PropertyError> {
+        self.node_property.flush()?;
+        self.edge_property.flush()?;
+
+        Ok(())
     }
 
     #[inline(always)]
@@ -117,8 +119,6 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
         let _value = self.node_property.get(&id_bytes)?;
         match _value {
             Some(value_bytes) => {
-//                let value = String::from_utf8(value_bytes.to_vec())?;
-//                let value_parsed:JsonValue = from_str(&value)?;
                 let value_parsed: JsonValue = from_slice(&value_bytes)?;
                 let mut result = HashMap::<String, JsonValue>::new();
                 for name in names {
@@ -126,7 +126,7 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
                         result.insert(name.clone(), value_parsed[&name].clone());
                     }
                 }
-                Ok(Some(json!(result)))
+                Ok(Some(to_value(result)?))
             }
             None => Ok(None),
         }
@@ -147,8 +147,6 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
         let _value = self.edge_property.get(&id_bytes)?;
         match _value {
             Some(value_bytes) => {
-//                let value = String::from_utf8(value_bytes.to_vec())?;
-//                let value_parsed: JsonValue = from_str(&value)?;
                 let value_parsed: JsonValue = from_slice(&value_bytes)?;
                 let mut result = HashMap::<String, JsonValue>::new();
                 for name in names {
@@ -156,7 +154,7 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
                         result.insert(name.clone(), value_parsed[&name].clone());
                     }
                 }
-                Ok(Some(json!(result)))
+                Ok(Some(to_value(result)?))
             }
             None => Ok(None),
         }
@@ -168,10 +166,8 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
         let _value = self.node_property.get(&id_bytes)?;
         match _value {
             Some(value_bytes) => {
-//                let value = String::from_utf8(value_bytes.to_vec())?;
-//                let value_parsed: JsonValue = from_str(&value)?;
                 let value_parsed: JsonValue = from_slice(&value_bytes)?;
-                Ok(Some(json!(value_parsed.clone())))
+                Ok(Some(value_parsed.clone()))
             }
             None => Ok(None),
         }
@@ -191,25 +187,24 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
         let _value = self.edge_property.get(&id_bytes)?;
         match _value {
             Some(value_bytes) => {
-//                let value = String::from_utf8(value_bytes.to_vec())?;
-//                let value_parsed:JsonValue = from_str(&value)?;
                 let value_parsed: JsonValue = from_slice(&value_bytes)?;
-                Ok(Some(json!(value_parsed.clone())))
+                Ok(Some(value_parsed.clone()))
             }
             None => Ok(None),
         }
     }
-    fn insert_node_property(&mut self, id: Id, prop: JsonValue) -> Result<Option<JsonValue>, PropertyError> {
+    fn insert_node_property(
+        &mut self,
+        id: Id,
+        prop: JsonValue,
+    ) -> Result<Option<JsonValue>, PropertyError> {
         let id_bytes = bincode::serialize(&id)?;
-        let names_str = prop.to_string();
-        let names_bytes = names_str.as_bytes();
-        let _value = self.node_property.set(id_bytes, names_bytes.to_vec())?;
-        self.node_property.flush();
+        let names_bytes = to_vec(&prop)?;
+        let _value = self.node_property.set(id_bytes, names_bytes)?;
+        self.node_property.flush()?;
 
         match _value {
             Some(value_bytes) => {
-//                let value = String::from_utf8(value_bytes.to_vec())?;
-//                let value_parsed:JsonValue = from_str(&value)?;
                 let value_parsed: JsonValue = from_slice(&value_bytes)?;
                 Ok(Some(value_parsed))
             }
@@ -217,21 +212,23 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
         }
     }
 
-    fn insert_edge_property(&mut self, mut src: Id, mut dst: Id, prop: JsonValue) -> Result<Option<JsonValue>, PropertyError> {
+    fn insert_edge_property(
+        &mut self,
+        mut src: Id,
+        mut dst: Id,
+        prop: JsonValue,
+    ) -> Result<Option<JsonValue>, PropertyError> {
         if !self.is_directed {
             self.swap_edge(&mut src, &mut dst);
         }
 
         let id_bytes = bincode::serialize(&(src, dst))?;
-        let names_str = prop.to_string();
-        let names_bytes = names_str.as_bytes();
-        let _value = self.edge_property.set(id_bytes, names_bytes.to_vec())?;
-        self.edge_property.flush();
+        let names_bytes = to_vec(&prop)?;
+        let _value = self.edge_property.set(id_bytes, names_bytes)?;
+        self.edge_property.flush()?;
 
         match _value {
             Some(value_bytes) => {
-//                let value = String::from_utf8(value_bytes.to_vec())?;
-//                let value_parsed: JsonValue = from_str(&value)?;
                 let value_parsed: JsonValue = from_slice(&value_bytes)?;
                 Ok(Some(value_parsed))
             }
@@ -239,18 +236,24 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
         }
     }
 
-    fn extend_node_property<I: IntoIterator<Item=(Id, JsonValue)>>(&mut self, props: I) -> Result<(), PropertyError> {
+    fn extend_node_property<I: IntoIterator<Item = (Id, JsonValue)>>(
+        &mut self,
+        props: I,
+    ) -> Result<(), PropertyError> {
         for (id, prop) in props {
             let id_bytes = bincode::serialize(&id)?;
-            let names_str = prop.to_string();
-            let names_bytes = names_str.as_bytes();
-            let _value = self.node_property.set(id_bytes, names_bytes.to_vec())?;
+            let names_bytes = to_vec(&prop)?;
+            let _value = self.node_property.set(id_bytes, names_bytes)?;
         }
-        self.node_property.flush();
+        self.node_property.flush()?;
+
         Ok(())
     }
 
-    fn extend_edge_property<I: IntoIterator<Item=((Id, Id), JsonValue)>>(&mut self, props: I) -> Result<(), PropertyError> {
+    fn extend_edge_property<I: IntoIterator<Item = ((Id, Id), JsonValue)>>(
+        &mut self,
+        props: I,
+    ) -> Result<(), PropertyError> {
         for (id, prop) in props {
             let (mut src, mut dst) = id;
             if !self.is_directed {
@@ -258,11 +261,11 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
             }
 
             let id_bytes = bincode::serialize(&(src, dst))?;
-            let names_str = prop.to_string();
-            let names_bytes = names_str.as_bytes();
-            let _value = self.edge_property.set(id_bytes, names_bytes.to_vec())?;
+            let names_bytes = to_vec(&prop)?;
+            let _value = self.edge_property.set(id_bytes, names_bytes)?;
         }
-        self.edge_property.flush();
+        self.edge_property.flush()?;
+
         Ok(())
     }
 }
@@ -315,7 +318,7 @@ mod test {
             edge_property.into_iter(),
             false,
         )
-            .unwrap();
+        .unwrap();
         assert_eq!(
             graph
                 .get_node_property(0u32, vec!["age".to_owned()])
@@ -390,7 +393,7 @@ mod test {
             edge_property.into_iter(),
             false,
         )
-            .unwrap();
+        .unwrap();
         let edge_property = graph.get_edge_property_all(1u32, 0u32).unwrap();
         assert_eq!(Some(object!()), edge_property);
     }
diff --git a/tests/property.rs b/tests/property.rs
index 5eb4f024..534a8161 100644
--- a/tests/property.rs
+++ b/tests/property.rs
@@ -18,16 +18,16 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-extern crate serde_json;
 extern crate rust_graph;
+extern crate serde_json;
 
 use std::collections::HashMap;
 use std::path::Path;
 
-use serde_json::json;
-use serde_json::Value as JsonValue;
 use rust_graph::property::filter::*;
 use rust_graph::property::*;
+use serde_json::json;
+use serde_json::Value as JsonValue;
 
 use std::time::Instant;
 
@@ -80,7 +80,11 @@ fn test_cached_arithmetic_expression() {
 
     let exp0 = Box::new(Var::new("age".to_owned()));
     let exp1 = Box::new(Const::new(json!(10)));
-    let exp2 = Box::new(ArithmeticExpression::new(exp0, exp1, ArithmeticOperator::Add));
+    let exp2 = Box::new(ArithmeticExpression::new(
+        exp0,
+        exp1,
+        ArithmeticOperator::Add,
+    ));
     let exp3 = Box::new(Const::new(json!(35)));
 
     let exp = PredicateExpression::new(exp2, exp3, PredicateOperator::GreaterThan);
@@ -106,9 +110,17 @@ fn test_cached_logical_expression() {
 
     let exp0 = Box::new(Var::new("age".to_owned()));
     let exp1 = Box::new(Const::new(json!(10)));
-    let exp2 = Box::new(ArithmeticExpression::new(exp0, exp1, ArithmeticOperator::Add));
+    let exp2 = Box::new(ArithmeticExpression::new(
+        exp0,
+        exp1,
+        ArithmeticOperator::Add,
+    ));
     let exp3 = Box::new(Const::new(json!(35)));
-    let exp4 = Box::new(PredicateExpression::new(exp2, exp3, PredicateOperator::LessEqual));
+    let exp4 = Box::new(PredicateExpression::new(
+        exp2,
+        exp3,
+        PredicateOperator::LessEqual,
+    ));
     let exp5 = Box::new(Var::new("is_member".to_owned()));
 
     let exp = PredicateExpression::new(exp4, exp5, PredicateOperator::AND);
@@ -157,7 +169,11 @@ fn test_cached_string_concat_expression() {
 
     let exp0 = Box::new(Var::new("name".to_owned()));
     let exp1 = Box::new(Const::new(json!("hello".to_owned())));
-    let exp2 = Box::new(ArithmeticExpression::new(exp0, exp1, ArithmeticOperator::Concat));
+    let exp2 = Box::new(ArithmeticExpression::new(
+        exp0,
+        exp1,
+        ArithmeticOperator::Concat,
+    ));
     let exp3 = Box::new(Const::new(json!("yhello".to_owned())));
 
     let exp = PredicateExpression::new(exp2, exp3, PredicateOperator::Contains);
@@ -234,14 +250,46 @@ fn test_cached_complex_expression() {
     let exp7 = Box::new(Const::new(json!("a".to_owned())));
     let exp8 = Box::new(Var::new("name".to_owned()));
     let exp9 = Box::new(Const::new(json!("o".to_owned())));
-    let exp12 = Box::new(ArithmeticExpression::new(exp1, exp2, ArithmeticOperator::Modulo));
-    let exp123 = Box::new(PredicateExpression::new(exp12, exp3, PredicateOperator::Equal));
-    let exp45 = Box::new(PredicateExpression::new(exp4, exp5, PredicateOperator::Range));
-    let exp67 = Box::new(PredicateExpression::new(exp6, exp7, PredicateOperator::Contains));
-    let exp89 = Box::new(PredicateExpression::new(exp8, exp9, PredicateOperator::Contains));
-    let exp6789 = Box::new(PredicateExpression::new(exp67, exp89, PredicateOperator::OR));
-    let exp456789 = Box::new(PredicateExpression::new(exp45, exp6789, PredicateOperator::AND));
-    let exp123456789 = Box::new(PredicateExpression::new(exp123, exp456789, PredicateOperator::AND));
+    let exp12 = Box::new(ArithmeticExpression::new(
+        exp1,
+        exp2,
+        ArithmeticOperator::Modulo,
+    ));
+    let exp123 = Box::new(PredicateExpression::new(
+        exp12,
+        exp3,
+        PredicateOperator::Equal,
+    ));
+    let exp45 = Box::new(PredicateExpression::new(
+        exp4,
+        exp5,
+        PredicateOperator::Range,
+    ));
+    let exp67 = Box::new(PredicateExpression::new(
+        exp6,
+        exp7,
+        PredicateOperator::Contains,
+    ));
+    let exp89 = Box::new(PredicateExpression::new(
+        exp8,
+        exp9,
+        PredicateOperator::Contains,
+    ));
+    let exp6789 = Box::new(PredicateExpression::new(
+        exp67,
+        exp89,
+        PredicateOperator::OR,
+    ));
+    let exp456789 = Box::new(PredicateExpression::new(
+        exp45,
+        exp6789,
+        PredicateOperator::AND,
+    ));
+    let exp123456789 = Box::new(PredicateExpression::new(
+        exp123,
+        exp456789,
+        PredicateOperator::AND,
+    ));
     let final_exp = PredicateExpression::new(exp0, exp123456789, PredicateOperator::AND);
 
     let property_graph = create_cached_property();
diff --git a/tests/property_parser.rs b/tests/property_parser.rs
index a9917c70..b8b96bd6 100644
--- a/tests/property_parser.rs
+++ b/tests/property_parser.rs
@@ -18,7 +18,6 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-extern crate json;
 extern crate rust_graph;
 extern crate sled;
 

From 76b5b27bd71affb1dfa103ef1f925f5feadc81ff Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Tue, 23 Apr 2019 15:56:47 +1000
Subject: [PATCH 156/391] Created function for filtering nodes and edges

---
 src/property/filter/edge_property_filter.rs | 55 +++------------
 src/property/filter/hash_property_cache.rs  | 32 ++++++++-
 src/property/filter/mod.rs                  | 18 ++++-
 src/property/filter/node_property_filter.rs | 75 +++------------------
 4 files changed, 62 insertions(+), 118 deletions(-)

diff --git a/src/property/filter/edge_property_filter.rs b/src/property/filter/edge_property_filter.rs
index 61ed0b49..6939336d 100644
--- a/src/property/filter/edge_property_filter.rs
+++ b/src/property/filter/edge_property_filter.rs
@@ -29,57 +29,18 @@ use property::filter::{EdgeCache, Expression};
 use property::{PropertyError, PropertyGraph};
 use serde_json::json;
 
-pub struct EdgeFilter<'a, Id: IdType> {
-    expression: &'a Expression,
 
-    edge_property_cache: &'a mut EdgeCache<Id>,
+pub fn filter_edge<Id: IdType>(id: (Id, Id), edge_property_cache: &impl EdgeCache<Id>, expression: Box<Expression>) -> bool {
+    get_edge_filter_result(id, edge_property_cache, expression).unwrap_or_default()
 }
 
-impl<'a, Id: IdType> EdgeFilter<'a, Id> {
-    //    pub fn new(expression: &'static Expression) -> Self {
-    //        EdgeFilter {
-    //            expression,
-    //            edge_property_cache: &HashEdgeCache::new()
-    //        }
-    //    }
 
-    pub fn from_cache(
-        expression: &'a Expression,
-        edge_property_cache: &'a mut EdgeCache<Id>,
-    ) -> Self {
-        EdgeFilter {
-            expression,
-            edge_property_cache,
-        }
-    }
-
-    pub fn pre_fetch<P:PropertyGraph<Id>>(
-        &mut self,
-        ids: &[(Id, Id)],
-        property_graph: &P,
-    ) -> PropertyResult<()> {
-        for id in ids {
-            if let Some(result) = property_graph.get_edge_property_all(id.0, id.1)? {
-                self.edge_property_cache.set(id.0, id.1, result);
-            } else {
-                self.edge_property_cache
-                    .set(id.0, id.1, json!(null));
-            }
-        }
-        Ok(())
-    }
-
-    pub fn get_result(&self, id: (Id, Id)) -> PropertyResult<bool> {
-        let var = self.edge_property_cache.get(id.0, id.1)?;
-        let result = self.expression.get_value(&var)?;
-
-        match result.as_bool() {
-            Some(x) => Ok(x),
-            None => Err(PropertyError::BooleanExpressionError),
-        }
-    }
+pub fn get_edge_filter_result<Id: IdType>(id: (Id, Id), edge_property_cache: &impl EdgeCache<Id>, expression: Box<Expression>) -> PropertyResult<bool> {
+    let var = edge_property_cache.get(id.0, id.1)?;
+    let result = expression.get_value(&var)?;
 
-    pub fn filter(&self, id: (Id, Id)) -> bool {
-        self.get_result(id).unwrap_or_default()
+    match result.as_bool() {
+        Some(x) => Ok(x),
+        None => Err(PropertyError::BooleanExpressionError),
     }
 }
diff --git a/src/property/filter/hash_property_cache.rs b/src/property/filter/hash_property_cache.rs
index 24173e0e..7b9c56d7 100644
--- a/src/property/filter/hash_property_cache.rs
+++ b/src/property/filter/hash_property_cache.rs
@@ -23,7 +23,7 @@ use std::collections::HashMap;
 
 use generic::IdType;
 use property::filter::{EdgeCache, NodeCache, PropertyResult};
-use property::PropertyError;
+use property::{PropertyGraph, PropertyError};
 
 //use json::JsonValue;
 use serde_json::json;
@@ -61,6 +61,21 @@ impl<Id: IdType> NodeCache<Id> for HashNodeCache<Id> {
         self.node_map.insert(id, value);
         result
     }
+
+    fn pre_fetch(
+        &mut self,
+        ids: &[Id],
+        property_graph: &impl PropertyGraph<Id>,
+    ) -> PropertyResult<()> {
+        for id in ids {
+            if let Some(result) = property_graph.get_node_property_all(id.clone())? {
+                self.set(id.clone(), result);
+            } else {
+                self.set(id.clone(), json!(null));
+            }
+        }
+        Ok(())
+    }
 }
 
 pub struct HashEdgeCache<Id: IdType> {
@@ -94,4 +109,19 @@ impl<Id: IdType> EdgeCache<Id> for HashEdgeCache<Id> {
         self.edge_map.insert((src, dst), value);
         result
     }
+
+    fn pre_fetch(
+        &mut self,
+        ids: &[(Id, Id)],
+        property_graph: &impl PropertyGraph<Id>,
+    ) -> PropertyResult<()> {
+        for id in ids {
+            if let Some(result) = property_graph.get_edge_property_all(id.0, id.1)? {
+                self.set(id.0, id.1, result);
+            } else {
+                self.set(id.0, id.1, json!(null));
+            }
+        }
+        Ok(())
+    }
 }
diff --git a/src/property/filter/mod.rs b/src/property/filter/mod.rs
index 39c3e62c..5a8e1a2a 100644
--- a/src/property/filter/mod.rs
+++ b/src/property/filter/mod.rs
@@ -42,13 +42,13 @@ use generic::IdType;
 use serde_json::json;
 use serde_json::Value as JsonValue;
 
-use property::PropertyError;
+use property::{PropertyError, PropertyGraph};
 
 pub use property::filter::arithmetic_expression::ArithmeticExpression;
-pub use property::filter::edge_property_filter::EdgeFilter;
+pub use property::filter::edge_property_filter::filter_edge;
 pub use property::filter::expression_operator::{ArithmeticOperator, PredicateOperator};
 pub use property::filter::hash_property_cache::{HashEdgeCache, HashNodeCache};
-pub use property::filter::node_property_filter::NodeFilter;
+pub use property::filter::node_property_filter::filter_node;
 pub use property::filter::predicate_expression::PredicateExpression;
 pub use property::filter::value_expression::{Const, Var};
 use serde::de::DeserializeOwned;
@@ -85,10 +85,22 @@ pub trait NodeCache<Id: IdType> {
     fn get(&self, id: Id) -> PropertyResult<JsonValue>;
 
     fn set(&mut self, id: Id, value: JsonValue) -> bool;
+
+    fn pre_fetch(
+        &mut self,
+        ids: &[Id],
+        property_graph: &impl PropertyGraph<Id>,
+    ) -> PropertyResult<()>;
 }
 
 pub trait EdgeCache<Id: IdType> {
     fn get(&self, src: Id, dst: Id) -> PropertyResult<JsonValue>;
 
     fn set(&mut self, src: Id, dst: Id, value: JsonValue) -> bool;
+
+    fn pre_fetch(
+        &mut self,
+        ids: &[(Id, Id)],
+        property_graph: &impl PropertyGraph<Id>,
+    ) -> PropertyResult<()>;
 }
diff --git a/src/property/filter/node_property_filter.rs b/src/property/filter/node_property_filter.rs
index 323381e3..ff22e401 100644
--- a/src/property/filter/node_property_filter.rs
+++ b/src/property/filter/node_property_filter.rs
@@ -29,77 +29,18 @@ use property::{PropertyError, PropertyGraph};
 
 use serde_json::json;
 
-pub struct NodeFilter<'a, Id: IdType> {
-    expression: &'a Expression,
 
-    node_property_cache: &'a mut NodeCache<Id>,
+pub fn filter_node<Id: IdType>(id: Id, node_property_cache: &impl NodeCache<Id>, expression: Box<Expression>) -> bool {
+    get_node_filter_result(id, node_property_cache, expression).unwrap_or_default()
 }
 
-impl<'a, Id: IdType> NodeFilter<'a, Id> {
-    //    pub fn new(expression: &'static Expression) -> Self {
-    //        NodeFilter {
-    //            expression,
-    //            node_property_cache: &HashNodeCache::new()
-    //        }
-    //    }
 
-    pub fn from_cache(
-        expression: &'a Expression,
-        node_property_cache: &'a mut NodeCache<Id>,
-    ) -> Self {
-        NodeFilter {
-            expression,
-            node_property_cache,
-        }
-    }
-
-    pub fn pre_fetch(
-        &mut self,
-        ids: &[Id],
-        property_graph: &impl PropertyGraph<Id>,
-    ) -> PropertyResult<()> {
-        for id in ids {
-            if let Some(result) = property_graph.get_node_property_all(id.clone())? {
-                self.node_property_cache.set(id.clone(), result);
-            } else {
-                self.node_property_cache
-                    .set(id.clone(), json!(null));
-            }
-        }
-        Ok(())
-    }
-
-    pub fn get_result(&self, id: Id) -> PropertyResult<bool> {
-        let var = self.node_property_cache.get(id)?;
-        let result = self.expression.get_value(&var)?;
-
-        match result.as_bool() {
-            Some(x) => Ok(x),
-            None => Err(PropertyError::BooleanExpressionError),
-        }
-    }
-
-    pub fn filter(&self, id: Id) -> bool {
-        self.get_result(id).unwrap_or_default()
-    }
-
-    pub fn hard_coded_filter(&self, id: Id) -> bool {
-        //a.is_member AND ((a.age MODULE 5 = 0) AND (18 <= a.age <= 35 AND ((a.name CONTAINS "a") OR (a.name CONTAINS "o"))))
-
-        let result = self.node_property_cache.get(id);
-        if result.is_err() {
-            false
-        } else {
-            let value = result.unwrap();
-            let is_member = value["is_member"].as_bool().unwrap();
-            let age = value["age"].as_f64().unwrap();
-            let name = value["name"].as_str().unwrap();
+pub fn get_node_filter_result<Id: IdType>(id: Id, node_property_cache: &impl NodeCache<Id>, expression: Box<Expression>) -> PropertyResult<bool> {
+    let var = node_property_cache.get(id)?;
+    let result = expression.get_value(&var)?;
 
-            is_member
-                && ((age % 5.0 == 0.0)
-                    && (age >= 18.0
-                        && age <= 35.0
-                        && ((name.contains("a")) || (name.contains("o")))))
-        }
+    match result.as_bool() {
+        Some(x) => Ok(x),
+        None => Err(PropertyError::BooleanExpressionError),
     }
 }

From 159dd9ab501b5bf3791f49488cb3c4abc10d39d1 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Tue, 23 Apr 2019 15:57:04 +1000
Subject: [PATCH 157/391] Added tests for filter functions

---
 tests/property.rs | 103 ++++++++++++++++++----------------------------
 1 file changed, 41 insertions(+), 62 deletions(-)

diff --git a/tests/property.rs b/tests/property.rs
index 5eb4f024..770477c1 100644
--- a/tests/property.rs
+++ b/tests/property.rs
@@ -34,18 +34,16 @@ use std::time::Instant;
 #[test]
 fn test_cached_boolean_expression() {
     // WHERE a.is_member;
-    let exp = Var::new("is_member".to_owned());
+    let exp = Box::new(Var::new("is_member".to_owned()));
 
     let property_graph = create_cached_property();
 
     let mut node_cache = HashNodeCache::new();
-    let mut property_filter = NodeFilter::from_cache(&exp, &mut node_cache);
-
-    property_filter.pre_fetch(&[0, 1], &property_graph);
+    node_cache.pre_fetch(&[0, 1], &property_graph);
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
-        .filter(|x| property_filter.filter(*x))
+        .filter(|x| filter_node(*x, &node_cache, exp.box_clone()))
         .collect();
 
     assert_eq!(vec![0], result);
@@ -57,18 +55,16 @@ fn test_cached_num_compare_expression() {
 
     let exp0 = Box::new(Var::new("age".to_owned()));
     let exp1 = Box::new(Const::new(json!(25)));
-    let exp = PredicateExpression::new(exp0, exp1, PredicateOperator::GreaterThan);
+    let exp = Box::new(PredicateExpression::new(exp0, exp1, PredicateOperator::GreaterThan));
 
     let property_graph = create_cached_property();
 
     let mut node_cache = HashNodeCache::new();
-    let mut property_filter = NodeFilter::from_cache(&exp, &mut node_cache);
-
-    property_filter.pre_fetch(&[0, 1], &property_graph);
+    node_cache.pre_fetch(&[0, 1], &property_graph);
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
-        .filter(|x| property_filter.filter(*x))
+        .filter(|x| filter_node(*x, &node_cache, exp.box_clone()))
         .collect();
 
     assert_eq!(vec![1], result);
@@ -83,18 +79,16 @@ fn test_cached_arithmetic_expression() {
     let exp2 = Box::new(ArithmeticExpression::new(exp0, exp1, ArithmeticOperator::Add));
     let exp3 = Box::new(Const::new(json!(35)));
 
-    let exp = PredicateExpression::new(exp2, exp3, PredicateOperator::GreaterThan);
+    let exp = Box::new(PredicateExpression::new(exp2, exp3, PredicateOperator::GreaterThan));
 
     let property_graph = create_cached_property();
 
     let mut node_cache = HashNodeCache::new();
-    let mut property_filter = NodeFilter::from_cache(&exp, &mut node_cache);
-
-    property_filter.pre_fetch(&[0, 1], &property_graph);
+    node_cache.pre_fetch(&[0, 1], &property_graph);
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
-        .filter(|x| property_filter.filter(*x))
+        .filter(|x| filter_node(*x, &node_cache, exp.box_clone()))
         .collect();
 
     assert_eq!(result, vec![1]);
@@ -111,18 +105,16 @@ fn test_cached_logical_expression() {
     let exp4 = Box::new(PredicateExpression::new(exp2, exp3, PredicateOperator::LessEqual));
     let exp5 = Box::new(Var::new("is_member".to_owned()));
 
-    let exp = PredicateExpression::new(exp4, exp5, PredicateOperator::AND);
+    let exp = Box::new(PredicateExpression::new(exp4, exp5, PredicateOperator::AND));
 
     let property_graph = create_cached_property();
 
     let mut node_cache = HashNodeCache::new();
-    let mut property_filter = NodeFilter::from_cache(&exp, &mut node_cache);
-
-    property_filter.pre_fetch(&[0, 1], &property_graph);
+    node_cache.pre_fetch(&[0, 1], &property_graph);
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
-        .filter(|x| property_filter.filter(*x))
+        .filter(|x| filter_node(*x, &node_cache, exp.box_clone()))
         .collect();
 
     assert_eq!(vec![0], result);
@@ -134,18 +126,16 @@ fn test_cached_string_compare_expression() {
 
     let exp0 = Box::new(Var::new("name".to_owned()));
     let exp1 = Box::new(Const::new(json!("arr".to_owned())));
-    let exp = PredicateExpression::new(exp0, exp1, PredicateOperator::Contains);
+    let exp = Box::new(PredicateExpression::new(exp0, exp1, PredicateOperator::Contains));
 
     let property_graph = create_cached_property();
 
     let mut node_cache = HashNodeCache::new();
-    let mut property_filter = NodeFilter::from_cache(&exp, &mut node_cache);
-
-    property_filter.pre_fetch(&[0, 1], &property_graph);
+    node_cache.pre_fetch(&[0, 1], &property_graph);
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
-        .filter(|x| property_filter.filter(*x))
+        .filter(|x| filter_node(*x, &node_cache, exp.box_clone()))
         .collect();
 
     assert_eq!(vec![1], result);
@@ -160,18 +150,16 @@ fn test_cached_string_concat_expression() {
     let exp2 = Box::new(ArithmeticExpression::new(exp0, exp1, ArithmeticOperator::Concat));
     let exp3 = Box::new(Const::new(json!("yhello".to_owned())));
 
-    let exp = PredicateExpression::new(exp2, exp3, PredicateOperator::Contains);
+    let exp = Box::new(PredicateExpression::new(exp2, exp3, PredicateOperator::Contains));
 
     let property_graph = create_cached_property();
 
     let mut node_cache = HashNodeCache::new();
-    let mut property_filter = NodeFilter::from_cache(&exp, &mut node_cache);
-
-    property_filter.pre_fetch(&[0, 1], &property_graph);
+    node_cache.pre_fetch(&[0, 1], &property_graph);
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
-        .filter(|x| property_filter.filter(*x))
+        .filter(|x| filter_node(*x, &node_cache, exp.box_clone()))
         .collect();
 
     assert_eq!(vec![1], result);
@@ -183,18 +171,16 @@ fn test_cached_range_predicate_expression() {
 
     let exp0 = Box::new(Var::new("age".to_owned()));
     let exp1 = Box::new(Const::new(json!([18, 22])));
-    let exp = PredicateExpression::new(exp0, exp1, PredicateOperator::Range);
+    let exp = Box::new(PredicateExpression::new(exp0, exp1, PredicateOperator::Range));
 
     let property_graph = create_cached_property();
 
     let mut node_cache = HashNodeCache::new();
-    let mut property_filter = NodeFilter::from_cache(&exp, &mut node_cache);
-
-    property_filter.pre_fetch(&[0, 1], &property_graph);
+    node_cache.pre_fetch(&[0, 1], &property_graph);
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
-        .filter(|x| property_filter.filter(*x))
+        .filter(|x| filter_node(*x, &node_cache, exp.box_clone()))
         .collect();
 
     assert_eq!(vec![0], result);
@@ -203,18 +189,16 @@ fn test_cached_range_predicate_expression() {
 #[test]
 fn test_cached_error_boolean_expression() {
     // WHERE a.is_member;
-    let exp = Var::new("age".to_owned());
+    let exp = Box::new(Var::new("age".to_owned()));
 
     let property_graph = create_cached_property();
 
     let mut node_cache = HashNodeCache::new();
-    let mut property_filter = NodeFilter::from_cache(&exp, &mut node_cache);
-
-    property_filter.pre_fetch(&[0, 1], &property_graph);
+    node_cache.pre_fetch(&[0, 1], &property_graph);
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
-        .filter(|x| property_filter.filter(*x))
+        .filter(|x| filter_node(*x, &node_cache, exp.box_clone()))
         .collect();
 
     assert_eq!(Vec::<u32>::new(), result);
@@ -242,18 +226,16 @@ fn test_cached_complex_expression() {
     let exp6789 = Box::new(PredicateExpression::new(exp67, exp89, PredicateOperator::OR));
     let exp456789 = Box::new(PredicateExpression::new(exp45, exp6789, PredicateOperator::AND));
     let exp123456789 = Box::new(PredicateExpression::new(exp123, exp456789, PredicateOperator::AND));
-    let final_exp = PredicateExpression::new(exp0, exp123456789, PredicateOperator::AND);
+    let final_exp = Box::new(PredicateExpression::new(exp0, exp123456789, PredicateOperator::AND));
 
     let property_graph = create_cached_property();
 
     let mut node_cache = HashNodeCache::new();
-    let mut property_filter = NodeFilter::from_cache(&final_exp, &mut node_cache);
-
-    property_filter.pre_fetch(&[0, 1], &property_graph);
+    node_cache.pre_fetch(&[0, 1], &property_graph);
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
-        .filter(|x| property_filter.filter(*x))
+        .filter(|x| filter_node(*x, &node_cache, final_exp.box_clone()))
         .collect();
     println!("{:?}", result);
     //    assert_eq!(vec![0], result);
@@ -296,19 +278,18 @@ fn create_cached_property() -> CachedProperty<u32> {
 #[test]
 fn test_sled_boolean_expression() {
     // WHERE a.is_member;
-    let exp = Var::new("is_member".to_owned());
+    let exp = Box::new(Var::new("is_member".to_owned()));
 
     let property_graph = create_sled_property();
     let mut node_cache = HashNodeCache::new();
-    let mut property_filter = NodeFilter::from_cache(&exp, &mut node_cache);
+    node_cache.pre_fetch(&[0, 1], &property_graph);
 
-    property_filter.pre_fetch(&[0u32, 1], &property_graph);
-
-    let result0 = property_filter.get_result(0);
-    let result1 = property_filter.get_result(1);
+    let result: Vec<u32> = vec![0, 1]
+        .into_iter()
+        .filter(|x| filter_node(*x, &node_cache, exp.box_clone()))
+        .collect();
 
-    assert_eq!(result0.unwrap(), false);
-    assert_eq!(result1.unwrap(), false);
+    assert_eq!(Vec::<u32>::new(), result);
 }
 
 #[test]
@@ -317,22 +298,20 @@ fn test_sled_num_compare_expression() {
 
     let exp0 = Box::new(Var::new("age".to_owned()));
     let exp1 = Box::new(Const::new(json!(25)));
-    let exp = PredicateExpression::new(exp0, exp1, PredicateOperator::GreaterThan);
+    let exp = Box::new(PredicateExpression::new(exp0, exp1, PredicateOperator::GreaterThan));
 
     let t0 = Instant::now();
     let property_graph = create_sled_property();
-    println!("{:?}", t0.elapsed());
 
     let mut node_cache = HashNodeCache::new();
-    let mut property_filter = NodeFilter::from_cache(&exp, &mut node_cache);
-    let t1 = Instant::now();
+    node_cache.pre_fetch(&[0, 1], &property_graph);
 
-    property_filter.pre_fetch(&[0u32, 1], &property_graph);
-    let result0 = property_filter.get_result(0);
-    let result1 = property_filter.get_result(1);
+    let result: Vec<u32> = vec![0, 1]
+        .into_iter()
+        .filter(|x| filter_node(*x, &node_cache, exp.box_clone()))
+        .collect();
 
-    assert_eq!(result0.unwrap(), true);
-    assert_eq!(result1.unwrap(), true);
+    assert_eq!(vec![0, 1], result);
 }
 
 fn create_sled_property() -> SledProperty {

From c66c7da725e978e579a5a7315084cb737cb2719c Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Tue, 23 Apr 2019 16:14:07 +1000
Subject: [PATCH 158/391] fix len() in property test

---
 src/property/cached_property.rs             |   2 +-
 src/property/filter/edge_property_filter.rs |  14 ++-
 src/property/filter/hash_property_cache.rs  |   2 +-
 src/property/filter/node_property_filter.rs |  14 ++-
 src/property/sled_property.rs               |   2 +-
 tests/property.rs                           |  90 ++++++++++++++++----
 undirected/conf                             | Bin 140 -> 0 bytes
 undirected/snap.00000000F6837637            | Bin 14936761 -> 0 bytes
 8 files changed, 98 insertions(+), 26 deletions(-)
 delete mode 100644 undirected/conf
 delete mode 100644 undirected/snap.00000000F6837637

diff --git a/src/property/cached_property.rs b/src/property/cached_property.rs
index 090e2667..23909466 100644
--- a/src/property/cached_property.rs
+++ b/src/property/cached_property.rs
@@ -297,7 +297,7 @@ mod test {
             .unwrap()
             .unwrap();
         assert!(edge_property["friend_since"] == "2018-11-15");
-        assert_eq!(edge_property.len(), 1);
+        assert_eq!(edge_property.as_object().unwrap().len(), 1);
     }
 
     #[test]
diff --git a/src/property/filter/edge_property_filter.rs b/src/property/filter/edge_property_filter.rs
index 6939336d..91749eca 100644
--- a/src/property/filter/edge_property_filter.rs
+++ b/src/property/filter/edge_property_filter.rs
@@ -29,13 +29,19 @@ use property::filter::{EdgeCache, Expression};
 use property::{PropertyError, PropertyGraph};
 use serde_json::json;
 
-
-pub fn filter_edge<Id: IdType>(id: (Id, Id), edge_property_cache: &impl EdgeCache<Id>, expression: Box<Expression>) -> bool {
+pub fn filter_edge<Id: IdType>(
+    id: (Id, Id),
+    edge_property_cache: &impl EdgeCache<Id>,
+    expression: Box<Expression>,
+) -> bool {
     get_edge_filter_result(id, edge_property_cache, expression).unwrap_or_default()
 }
 
-
-pub fn get_edge_filter_result<Id: IdType>(id: (Id, Id), edge_property_cache: &impl EdgeCache<Id>, expression: Box<Expression>) -> PropertyResult<bool> {
+pub fn get_edge_filter_result<Id: IdType>(
+    id: (Id, Id),
+    edge_property_cache: &impl EdgeCache<Id>,
+    expression: Box<Expression>,
+) -> PropertyResult<bool> {
     let var = edge_property_cache.get(id.0, id.1)?;
     let result = expression.get_value(&var)?;
 
diff --git a/src/property/filter/hash_property_cache.rs b/src/property/filter/hash_property_cache.rs
index 4b4cc8f6..925a5f21 100644
--- a/src/property/filter/hash_property_cache.rs
+++ b/src/property/filter/hash_property_cache.rs
@@ -23,7 +23,7 @@ use std::collections::HashMap;
 
 use generic::IdType;
 use property::filter::{EdgeCache, NodeCache, PropertyResult};
-use property::{PropertyGraph, PropertyError};
+use property::{PropertyError, PropertyGraph};
 
 use serde_json::json;
 use serde_json::Value as JsonValue;
diff --git a/src/property/filter/node_property_filter.rs b/src/property/filter/node_property_filter.rs
index ff22e401..a0a1e756 100644
--- a/src/property/filter/node_property_filter.rs
+++ b/src/property/filter/node_property_filter.rs
@@ -29,13 +29,19 @@ use property::{PropertyError, PropertyGraph};
 
 use serde_json::json;
 
-
-pub fn filter_node<Id: IdType>(id: Id, node_property_cache: &impl NodeCache<Id>, expression: Box<Expression>) -> bool {
+pub fn filter_node<Id: IdType>(
+    id: Id,
+    node_property_cache: &impl NodeCache<Id>,
+    expression: Box<Expression>,
+) -> bool {
     get_node_filter_result(id, node_property_cache, expression).unwrap_or_default()
 }
 
-
-pub fn get_node_filter_result<Id: IdType>(id: Id, node_property_cache: &impl NodeCache<Id>, expression: Box<Expression>) -> PropertyResult<bool> {
+pub fn get_node_filter_result<Id: IdType>(
+    id: Id,
+    node_property_cache: &impl NodeCache<Id>,
+    expression: Box<Expression>,
+) -> PropertyResult<bool> {
     let var = node_property_cache.get(id)?;
     let result = expression.get_value(&var)?;
 
diff --git a/src/property/sled_property.rs b/src/property/sled_property.rs
index fc44c8f6..da738de5 100644
--- a/src/property/sled_property.rs
+++ b/src/property/sled_property.rs
@@ -372,7 +372,7 @@ mod test {
             .unwrap()
             .unwrap();
         assert!(edge_property["friend_since"] == "2018-11-15");
-        assert_eq!(edge_property.len(), 1);
+        assert_eq!(edge_property.as_object().unwrap().len(), 1);
     }
 
     #[test]
diff --git a/tests/property.rs b/tests/property.rs
index 1e8159e2..87c9a6fe 100644
--- a/tests/property.rs
+++ b/tests/property.rs
@@ -55,7 +55,11 @@ fn test_cached_num_compare_expression() {
 
     let exp0 = Box::new(Var::new("age".to_owned()));
     let exp1 = Box::new(Const::new(json!(25)));
-    let exp = Box::new(PredicateExpression::new(exp0, exp1, PredicateOperator::GreaterThan));
+    let exp = Box::new(PredicateExpression::new(
+        exp0,
+        exp1,
+        PredicateOperator::GreaterThan,
+    ));
 
     let property_graph = create_cached_property();
 
@@ -83,7 +87,11 @@ fn test_cached_arithmetic_expression() {
     ));
     let exp3 = Box::new(Const::new(json!(35)));
 
-    let exp = Box::new(PredicateExpression::new(exp2, exp3, PredicateOperator::GreaterThan));
+    let exp = Box::new(PredicateExpression::new(
+        exp2,
+        exp3,
+        PredicateOperator::GreaterThan,
+    ));
 
     let property_graph = create_cached_property();
 
@@ -138,7 +146,11 @@ fn test_cached_string_compare_expression() {
 
     let exp0 = Box::new(Var::new("name".to_owned()));
     let exp1 = Box::new(Const::new(json!("arr".to_owned())));
-    let exp = Box::new(PredicateExpression::new(exp0, exp1, PredicateOperator::Contains));
+    let exp = Box::new(PredicateExpression::new(
+        exp0,
+        exp1,
+        PredicateOperator::Contains,
+    ));
 
     let property_graph = create_cached_property();
 
@@ -166,7 +178,11 @@ fn test_cached_string_concat_expression() {
     ));
     let exp3 = Box::new(Const::new(json!("yhello".to_owned())));
 
-    let exp = Box::new(PredicateExpression::new(exp2, exp3, PredicateOperator::Contains));
+    let exp = Box::new(PredicateExpression::new(
+        exp2,
+        exp3,
+        PredicateOperator::Contains,
+    ));
 
     let property_graph = create_cached_property();
 
@@ -187,7 +203,11 @@ fn test_cached_range_predicate_expression() {
 
     let exp0 = Box::new(Var::new("age".to_owned()));
     let exp1 = Box::new(Const::new(json!([18, 22])));
-    let exp = Box::new(PredicateExpression::new(exp0, exp1, PredicateOperator::Range));
+    let exp = Box::new(PredicateExpression::new(
+        exp0,
+        exp1,
+        PredicateOperator::Range,
+    ));
 
     let property_graph = create_cached_property();
 
@@ -234,15 +254,51 @@ fn test_cached_complex_expression() {
     let exp7 = Box::new(Const::new(json!("a".to_owned())));
     let exp8 = Box::new(Var::new("name".to_owned()));
     let exp9 = Box::new(Const::new(json!("o".to_owned())));
-    let exp12 = Box::new(ArithmeticExpression::new(exp1, exp2, ArithmeticOperator::Modulo));
-    let exp123 = Box::new(PredicateExpression::new(exp12, exp3, PredicateOperator::Equal));
-    let exp45 = Box::new(PredicateExpression::new(exp4, exp5, PredicateOperator::Range));
-    let exp67 = Box::new(PredicateExpression::new(exp6, exp7, PredicateOperator::Contains));
-    let exp89 = Box::new(PredicateExpression::new(exp8, exp9, PredicateOperator::Contains));
-    let exp6789 = Box::new(PredicateExpression::new(exp67, exp89, PredicateOperator::OR));
-    let exp456789 = Box::new(PredicateExpression::new(exp45, exp6789, PredicateOperator::AND));
-    let exp123456789 = Box::new(PredicateExpression::new(exp123, exp456789, PredicateOperator::AND));
-    let final_exp = Box::new(PredicateExpression::new(exp0, exp123456789, PredicateOperator::AND));
+    let exp12 = Box::new(ArithmeticExpression::new(
+        exp1,
+        exp2,
+        ArithmeticOperator::Modulo,
+    ));
+    let exp123 = Box::new(PredicateExpression::new(
+        exp12,
+        exp3,
+        PredicateOperator::Equal,
+    ));
+    let exp45 = Box::new(PredicateExpression::new(
+        exp4,
+        exp5,
+        PredicateOperator::Range,
+    ));
+    let exp67 = Box::new(PredicateExpression::new(
+        exp6,
+        exp7,
+        PredicateOperator::Contains,
+    ));
+    let exp89 = Box::new(PredicateExpression::new(
+        exp8,
+        exp9,
+        PredicateOperator::Contains,
+    ));
+    let exp6789 = Box::new(PredicateExpression::new(
+        exp67,
+        exp89,
+        PredicateOperator::OR,
+    ));
+    let exp456789 = Box::new(PredicateExpression::new(
+        exp45,
+        exp6789,
+        PredicateOperator::AND,
+    ));
+    let exp123456789 = Box::new(PredicateExpression::new(
+        exp123,
+        exp456789,
+        PredicateOperator::AND,
+    ));
+    let final_exp = Box::new(PredicateExpression::new(
+        exp0,
+        exp123456789,
+        PredicateOperator::AND,
+    ));
 
     let property_graph = create_cached_property();
 
@@ -314,7 +370,11 @@ fn test_sled_num_compare_expression() {
 
     let exp0 = Box::new(Var::new("age".to_owned()));
     let exp1 = Box::new(Const::new(json!(25)));
-    let exp = Box::new(PredicateExpression::new(exp0, exp1, PredicateOperator::GreaterThan));
+    let exp = Box::new(PredicateExpression::new(
+        exp0,
+        exp1,
+        PredicateOperator::GreaterThan,
+    ));
 
     let t0 = Instant::now();
     let property_graph = create_sled_property();
diff --git a/undirected/conf b/undirected/conf
deleted file mode 100644
index ace47512f128b1341d9dd76d6c33e7aacc9e0311..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 140
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eOcBTo2Pb~0QbtxV10etvpK){k(Md<ItpxyD&k^eY

diff --git a/undirected/snap.00000000F6837637 b/undirected/snap.00000000F6837637
deleted file mode 100644
index d8423fbef6f228f195343f12c91e3264bc259955..0000000000000000000000000000000000000000
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literal 0
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A(EtDd


From 054ff5410eb21795b3d9dd2134e72e31394d9a67 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Tue, 23 Apr 2019 16:55:28 +1000
Subject: [PATCH 159/391] Fixed tests with property graph

---
 src/property/cached_property.rs |  70 ++++----
 src/property/sled_property.rs   |  91 ++++++-----
 tests/property_parser.rs        | 273 ++++++++++++++++----------------
 3 files changed, 214 insertions(+), 220 deletions(-)

diff --git a/src/property/cached_property.rs b/src/property/cached_property.rs
index 090e2667..c003ce3e 100644
--- a/src/property/cached_property.rs
+++ b/src/property/cached_property.rs
@@ -212,7 +212,7 @@ impl<Id: IdType> PropertyGraph<Id> for CachedProperty<Id> {
 #[cfg(test)]
 mod test {
     use super::*;
-    use json::{array, object};
+    use serde_json::json;
 
     #[test]
     fn test_undirected() {
@@ -221,54 +221,54 @@ mod test {
 
         node_property.insert(
             0u32,
-            object!(
-            "name"=>"John",
-            "age"=>12,
-            "is_member"=>true,
-            "scores"=>array![9,8,10],
-            ),
+            json!({
+            "name":"John",
+            "age":12,
+            "is_member":true,
+            "scores":json!([9,8,10]),
+            }),
         );
 
         node_property.insert(
             1,
-            object!(
-            "name"=>"Marry",
-            "age"=>13,
-            "is_member"=>false,
-            "scores"=>array![10,10,9],
-            ),
+            json!({
+            "name":"Marry",
+            "age":13,
+            "is_member":false,
+            "scores":json!([10,10,9]),
+            }),
         );
 
         edge_property.insert(
             (0, 1),
-            object!(
-            "friend_since"=>"2018-11-15",
-            ),
+            json!({
+            "friend_since":"2018-11-15",
+            }),
         );
 
         let graph = CachedProperty::with_data(node_property, edge_property, false);
 
         assert_eq!(
             graph.get_node_property(0, vec!["age".to_owned()]).unwrap(),
-            Some(object!("age"=>12))
+            Some(json!({"age":12}))
         );
         assert_eq!(
             graph
                 .get_node_property(0, vec!["age".to_owned(), "name".to_owned()])
                 .unwrap(),
-            Some(object!("age"=>12,"name"=>"John"))
+            Some(json!({"age":12,"name":"John"}))
         );
         assert_eq!(
             graph
                 .get_node_property(1, vec!["is_member".to_owned()])
                 .unwrap(),
-            Some(object!("is_member"=>false))
+            Some(json!({"is_member":false}))
         );
         assert_eq!(
             graph
                 .get_node_property(1, vec!["is_member".to_owned(), "scores".to_owned()])
                 .unwrap(),
-            Some(object!("is_member"=>false,"scores"=>array![10,10,9]))
+            Some(json!({"is_member":false,"scores":[10,10,9]}))
         );
         assert_eq!(
             graph.get_node_property(2, vec!["age".to_owned()]).unwrap(),
@@ -278,18 +278,18 @@ mod test {
             graph
                 .get_node_property(0, vec!["age".to_owned(), "gender".to_owned()])
                 .unwrap(),
-            Some(object! {
-            "age"=>12
-                 })
+            Some(json!({
+            "age":12
+                 }))
         );
         assert_eq!(
             graph.get_node_property_all(0).unwrap(),
-            Some(object!(
-            "name"=>"John",
-            "age"=>12,
-            "is_member"=>true,
-            "scores"=>array![9,8,10],
-            ))
+            Some(json!({
+            "name":"John",
+            "age":12,
+            "is_member":true,
+            "scores":[9,8,10],
+            }))
         );
 
         let edge_property = graph
@@ -297,17 +297,17 @@ mod test {
             .unwrap()
             .unwrap();
         assert!(edge_property["friend_since"] == "2018-11-15");
-        assert_eq!(edge_property.len(), 1);
+        assert_eq!(edge_property.as_object().unwrap().len(), 1);
     }
 
     #[test]
     fn test_directed() {
-        let mut node_property = FnvHashMap::default();
-        let mut edge_property = FnvHashMap::default();
+        let mut node_property = HashMap::new();
+        let mut edge_property = HashMap::new();
 
-        node_property.insert(0u32, object!());
-        node_property.insert(1, object!());
-        edge_property.insert((0, 1), object!());
+        node_property.insert(0u32, json!({}));
+        node_property.insert(1, json!({}));
+        edge_property.insert((0, 1), json!({}));
         let graph = CachedProperty::with_data(node_property, edge_property, true);
 
         assert_eq!(graph.get_edge_property_all(1, 0).unwrap(), None);
diff --git a/src/property/sled_property.rs b/src/property/sled_property.rs
index fc44c8f6..d4845e4c 100644
--- a/src/property/sled_property.rs
+++ b/src/property/sled_property.rs
@@ -60,9 +60,9 @@ impl SledProperty {
         edge_property: E,
         is_directed: bool,
     ) -> Result<Self, PropertyError>
-    where
-        N: Iterator<Item = (Id, JsonValue)>,
-        E: Iterator<Item = ((Id, Id), JsonValue)>,
+        where
+            N: Iterator<Item=(Id, JsonValue)>,
+            E: Iterator<Item=((Id, Id), JsonValue)>,
     {
         let node_config = ConfigBuilder::default().path(node_path.to_owned()).build();
         let edge_config = ConfigBuilder::default().path(edge_path.to_owned()).build();
@@ -236,7 +236,7 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
         }
     }
 
-    fn extend_node_property<I: IntoIterator<Item = (Id, JsonValue)>>(
+    fn extend_node_property<I: IntoIterator<Item=(Id, JsonValue)>>(
         &mut self,
         props: I,
     ) -> Result<(), PropertyError> {
@@ -250,7 +250,7 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
         Ok(())
     }
 
-    fn extend_edge_property<I: IntoIterator<Item = ((Id, Id), JsonValue)>>(
+    fn extend_edge_property<I: IntoIterator<Item=((Id, Id), JsonValue)>>(
         &mut self,
         props: I,
     ) -> Result<(), PropertyError> {
@@ -273,7 +273,7 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
 #[cfg(test)]
 mod test {
     use super::*;
-    use json::{array, object};
+    use serde_json::json;
     use std::collections::HashMap;
 
     #[test]
@@ -283,33 +283,33 @@ mod test {
 
         node_property.insert(
             0u32,
-            object!(
-            "name"=>"John",
-            "age"=>12,
-            "is_member"=>true,
-            "scores"=>array![9,8,10],
-            ),
+            json!({
+            "name":"John",
+            "age":12,
+            "is_member":true,
+            "scores":[9,8,10],
+            }),
         );
 
         node_property.insert(
             1,
-            object!(
-            "name"=>"Marry",
-            "age"=>13,
-            "is_member"=>false,
-            "scores"=>array![10,10,9],
-            ),
+            json!({
+            "name":"Marry",
+            "age":13,
+            "is_member":false,
+            "scores":[10,10,9],
+            }),
         );
 
         edge_property.insert(
             (0, 1),
-            object!(
-            "friend_since"=>"2018-11-15",
-            ),
+            json!({
+            "friend_since":"2018-11-15",
+            }),
         );
 
-        let node_path = Path::new("/Users/hao/Desktop/node_db");
-        let edge_path = Path::new("/Users/hao/Desktop/edge_db");
+        let node_path = Path::new("../node_db");
+        let edge_path = Path::new("../edge_db");
 
         let mut graph = SledProperty::with_data(
             node_path,
@@ -318,30 +318,30 @@ mod test {
             edge_property.into_iter(),
             false,
         )
-        .unwrap();
+            .unwrap();
         assert_eq!(
             graph
                 .get_node_property(0u32, vec!["age".to_owned()])
                 .unwrap(),
-            Some(object!("age"=>12))
+            Some(json!({"age":12}))
         );
         assert_eq!(
             graph
                 .get_node_property(0u32, vec!["age".to_owned(), "name".to_owned()])
                 .unwrap(),
-            Some(object!("age"=>12,"name"=>"John"))
+            Some(json!({"age":12,"name":"John"}))
         );
         assert_eq!(
             graph
                 .get_node_property(1u32, vec!["is_member".to_owned()])
                 .unwrap(),
-            Some(object!("is_member"=>false))
+            Some(json!({"is_member":false}))
         );
         assert_eq!(
             graph
                 .get_node_property(1u32, vec!["is_member".to_owned(), "scores".to_owned()])
                 .unwrap(),
-            Some(object!("is_member"=>false,"scores"=>array![10,10,9]))
+            Some(json!({"is_member":false,"scores":[10,10,9]}))
         );
         assert_eq!(
             graph
@@ -353,18 +353,18 @@ mod test {
             graph
                 .get_node_property(0u32, vec!["age".to_owned(), "gender".to_owned()])
                 .unwrap(),
-            Some(object! {
-            "age"=>12
-                 })
+            Some(json! ({
+            "age":12
+                 }))
         );
         assert_eq!(
             graph.get_node_property_all(0u32).unwrap(),
-            Some(object!(
-            "name"=>"John",
-            "age"=>12,
-            "is_member"=>true,
-            "scores"=>array![9,8,10],
-            ))
+            Some(json!({
+            "name":"John",
+            "age":12,
+            "is_member":true,
+            "scores":json!([9,8,10]),
+            }))
         );
 
         let edge_property = graph
@@ -372,7 +372,7 @@ mod test {
             .unwrap()
             .unwrap();
         assert!(edge_property["friend_since"] == "2018-11-15");
-        assert_eq!(edge_property.len(), 1);
+        assert_eq!(edge_property.as_object().unwrap().len(), 1);
     }
 
     #[test]
@@ -380,11 +380,11 @@ mod test {
         let mut node_property = HashMap::new();
         let mut edge_property = HashMap::new();
 
-        node_property.insert(0u32, object!());
-        node_property.insert(1, object!());
-        edge_property.insert((0, 1), object!());
-        let node_path = Path::new("/Users/hao/Desktop/node_db");
-        let edge_path = Path::new("/Users/hao/Desktop/edge_db");
+        node_property.insert(0u32, json!({}));
+        node_property.insert(1, json!({}));
+        edge_property.insert((0, 1), json!({}));
+        let node_path = Path::new("../node_db");
+        let edge_path = Path::new("../edge_db");
 
         let mut graph = SledProperty::with_data(
             node_path,
@@ -393,9 +393,8 @@ mod test {
             edge_property.into_iter(),
             false,
         )
-        .unwrap();
+            .unwrap();
         let edge_property = graph.get_edge_property_all(1u32, 0u32).unwrap();
-        assert_eq!(Some(object!()), edge_property);
+        assert_eq!(Some(json!({})), edge_property);
     }
-
 }
diff --git a/tests/property_parser.rs b/tests/property_parser.rs
index b8b96bd6..d2b0bc9f 100644
--- a/tests/property_parser.rs
+++ b/tests/property_parser.rs
@@ -20,6 +20,7 @@
  */
 extern crate rust_graph;
 extern crate sled;
+extern crate serde_json;
 
 use std::collections::HashMap;
 use std::path::Path;
@@ -29,9 +30,8 @@ use rust_graph::property::parse_property;
 use rust_graph::property::parse_property_tree;
 use rust_graph::property::*;
 
-use json::number::Number;
-use json::JsonValue;
-use json::{array, object};
+use serde_json::json;
+use serde_json::value as JsonValue;
 
 use sled::Db;
 use std::mem::transmute;
@@ -46,7 +46,7 @@ fn test_cypher_two_vars() {
     // match (a)-[b]-(c) where a.age > 10 and b.age < 5;
     // match (0)-[3]-(1) where 0.age > 10 and 3.age < 5;
 
-    let result = lines_from_file("/Users/hao/RustProject/rust_graph_lib/tests/cypher_tree/4.txt");
+    let result = lines_from_file("tests/cypher_tree/4.txt");
 
     let (node_property, edge_property) = parse_property_tree(result.clone());
     println!("{:?}", node_property.keys());
@@ -55,15 +55,15 @@ fn test_cypher_two_vars() {
     let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
     let exp = parse_property(cypher_tree);
 
-    let property_graph = create_sled_property();
+    let property_graph = create_cached_property();
+
     let mut node_cache = HashNodeCache::new();
-    let mut property_filter = NodeFilter::from_cache(exp["0"].as_ref(), &mut node_cache);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
-    property_filter.pre_fetch(&vec, &property_graph);
+    node_cache.pre_fetch(&vec, &property_graph);
 
     let result: Vec<u32> = vec
         .into_iter()
-        .filter(|x| property_filter.filter(*x))
+        .filter(|x| filter_node(*x, &node_cache, exp["0"].box_clone()))
         .collect();
 
     assert_eq!(vec![0, 4], result);
@@ -73,20 +73,18 @@ fn test_cypher_two_vars() {
 fn test_cypher_two_vars2() {
     // match (a)-[b]-(c) where a.age > 10 and b.age + 5 < a.age;
 
-    let result =
-        lines_from_file("/Users/mengmeng/RustProject/rust_graph_lib/tests/cypher_tree/5.txt");
+    let result = lines_from_file("tests/cypher_tree/5.txt");
     let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
     let exp = parse_property(cypher_tree);
 
-    let property_graph = create_sled_property();
+    let property_graph = create_cached_property();
     let mut node_cache = HashNodeCache::new();
-    let mut property_filter = NodeFilter::from_cache(exp["a"].as_ref(), &mut node_cache);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
-    property_filter.pre_fetch(&vec, &property_graph);
+    node_cache.pre_fetch(&vec, &property_graph);
 
     let result: Vec<u32> = vec
         .into_iter()
-        .filter(|x| property_filter.filter(*x))
+        .filter(|x| filter_node(*x, &node_cache, exp["a"].box_clone()))
         .collect();
 
     assert_eq!(vec![0, 4], result);
@@ -96,20 +94,19 @@ fn test_cypher_two_vars2() {
 fn test_cypher_two_vars3() {
     // match (a)-[b]-(c) where a.age + b.age > 10 or b.age + 5 < a.age;
 
-    let result =
-        lines_from_file("/Users/mengmeng/RustProject/rust_graph_lib/tests/cypher_tree/6.txt");
+    let result = lines_from_file("tests/cypher_tree/6.txt");
+
     let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
     let exp = parse_property(cypher_tree);
 
-    let property_graph = create_sled_property();
+    let property_graph = create_cached_property();
     let mut node_cache = HashNodeCache::new();
-    let mut property_filter = NodeFilter::from_cache(exp["a"].as_ref(), &mut node_cache);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
-    property_filter.pre_fetch(&vec, &property_graph);
+    node_cache.pre_fetch(&vec, &property_graph);
 
     let result: Vec<u32> = vec
         .into_iter()
-        .filter(|x| property_filter.filter(*x))
+        .filter(|x| filter_node(*x, &node_cache, exp["a"].box_clone()))
         .collect();
 
     assert_eq!(vec![0, 1, 2, 3, 4, 5], result);
@@ -119,99 +116,106 @@ fn test_cypher_two_vars3() {
 fn test_cypher_two_vars4() {
     // match (a)-[b]-(c) ;
 
-    let result =
-        lines_from_file("/Users/mengmeng/RustProject/rust_graph_lib/tests/cypher_tree/7.txt");
+    let result = lines_from_file("tests/cypher_tree/7.txt");
+
     let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
     let exp = parse_property(cypher_tree);
 
-    let property_graph = create_sled_property();
+    let property_graph = create_cached_property();
     let mut node_cache = HashNodeCache::new();
-    let mut property_filter = NodeFilter::from_cache(exp["a"].as_ref(), &mut node_cache);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
-    property_filter.pre_fetch(&vec, &property_graph);
+    node_cache.pre_fetch(&vec, &property_graph);
 
     let result: Vec<u32> = vec
         .into_iter()
-        .filter(|x| property_filter.filter(*x))
+        .filter(|x| filter_node(*x, &node_cache, exp["a"].box_clone()))
         .collect();
 
     assert_eq!(vec![0, 1, 2, 3, 4, 5], result);
 }
-//#[test]
-//fn test_cypher_larger_than() {
-//    // Match (a:A)-[b:B]-(c:C) WHERE a.age > 10 RETURN a
-//
-//    let result = lines_from_file("/Users/hao/RustProject/rust_graph_lib/tests/cypher_tree/0.txt");
-//    let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
-//    let exp = parse_property(cypher_tree);
-//
-//    let property_graph = create_sled_property();
-//    let mut node_cache = HashNodeCache::new();
-//    let mut property_filter = NodeFilter::from_cache(exp.as_ref(), &mut node_cache);
-//    let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
-//    property_filter.pre_fetch(&vec, &property_graph);
-//
-//    let result: Vec<u32> = vec.into_iter().filter(|x| property_filter.filter(*x)).collect();
-//
-//    assert_eq!(vec![0, 4], result);
-//}
-//
-//#[test]
-//fn test_cypher_number_addition() {
-//    // Match (a:A)-[b:B]-(c:C) WHERE a.age + 5.5 > 10 RETURN a
-//
-//    let result = lines_from_file("/Users/hao/RustProject/rust_graph_lib/tests/cypher_tree/1.txt");
-//    let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
-//    let exp = parse_property(cypher_tree);
-//
-//    let property_graph = create_sled_property();
-//    let mut node_cache = HashNodeCache::new();
-//    let mut property_filter = NodeFilter::from_cache(exp.as_ref(), &mut node_cache);
-//    let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
-//    property_filter.pre_fetch(&vec, &property_graph);
-//
-//    let result: Vec<u32> = vec.into_iter().filter(|x| property_filter.filter(*x)).collect();
-//
-//    assert_eq!(vec![0, 1, 3, 4], result);
-//}
-//
-//#[test]
-//fn test_cypher_string_contains() {
-//    // Match (a:A)-[b:B]-(c:C) WHERE a.name CONTAINS "hello" RETURN a
-//
-//    let result = lines_from_file("/Users/hao/RustProject/rust_graph_lib/tests/cypher_tree/2.txt");
-//    let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
-//    let exp = parse_property(cypher_tree);
-//
-//    let property_graph = create_sled_property();
-//    let mut node_cache = HashNodeCache::new();
-//    let mut property_filter = NodeFilter::from_cache(exp.as_ref(), &mut node_cache);
-//    let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
-//    property_filter.pre_fetch(&vec, &property_graph);
-//
-//    let result: Vec<u32> = vec.into_iter().filter(|x| property_filter.filter(*x)).collect();
-//
-//    assert_eq!(vec![0, 2, 3, 4, 5], result);
-//}
-//
-//#[test]
-//fn test_cypher_and_operator() {
-//    // Match (a:A)-[b:B]-(c:C) WHERE a.name CONTAINS "hello" AND a.age + 5.5 > 10 RETURN a
-//
-//    let result = lines_from_file("/Users/hao/RustProject/rust_graph_lib/tests/cypher_tree/3.txt");
-//    let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
-//    let exp = parse_property(cypher_tree);
-//
-//    let property_graph = create_sled_property();
-//    let mut node_cache = HashNodeCache::new();
-//    let mut property_filter = NodeFilter::from_cache(exp.as_ref(), &mut node_cache);
-//    let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
-//    property_filter.pre_fetch(&vec, &property_graph);
-//
-//    let result: Vec<u32> = vec.into_iter().filter(|x| property_filter.filter(*x)).collect();
-//
-//    assert_eq!(vec![0, 3, 4], result);
-//}
+#[test]
+fn test_cypher_larger_than() {
+    // Match (a:A)-[b:B]-(c:C) WHERE a.age > 10 RETURN a
+
+    let result = lines_from_file("tests/cypher_tree/0.txt");
+    let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
+    let exp = parse_property(cypher_tree);
+
+    let property_graph = create_cached_property();
+    let mut node_cache = HashNodeCache::new();
+    let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
+    node_cache.pre_fetch(&vec, &property_graph);
+
+    let result: Vec<u32> = vec
+        .into_iter()
+        .filter(|x| filter_node(*x, &node_cache, exp["a"].box_clone()))
+        .collect();
+
+    assert_eq!(vec![0, 4], result);
+}
+
+#[test]
+fn test_cypher_number_addition() {
+    // Match (a:A)-[b:B]-(c:C) WHERE a.age + 5.5 > 10 RETURN a
+
+    let result = lines_from_file("tests/cypher_tree/1.txt");
+    let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
+    let exp = parse_property(cypher_tree);
+
+    let property_graph = create_cached_property();
+    let mut node_cache = HashNodeCache::new();
+    let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
+    node_cache.pre_fetch(&vec, &property_graph);
+
+    let result: Vec<u32> = vec
+        .into_iter()
+        .filter(|x| filter_node(*x, &node_cache, exp["a"].box_clone()))
+        .collect();
+
+    assert_eq!(vec![0, 1, 3, 4], result);
+}
+
+#[test]
+fn test_cypher_string_contains() {
+    // Match (a:A)-[b:B]-(c:C) WHERE a.name CONTAINS "hello" RETURN a
+
+    let result = lines_from_file("tests/cypher_tree/2.txt");
+    let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
+    let exp = parse_property(cypher_tree);
+
+    let property_graph = create_cached_property();
+    let mut node_cache = HashNodeCache::new();
+    let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
+    node_cache.pre_fetch(&vec, &property_graph);
+
+    let result: Vec<u32> = vec
+        .into_iter()
+        .filter(|x| filter_node(*x, &node_cache, exp["a"].box_clone()))
+        .collect();
+
+    assert_eq!(vec![0, 2, 3, 4, 5], result);
+}
+
+#[test]
+fn test_cypher_and_operator() {
+    // Match (a:A)-[b:B]-(c:C) WHERE a.name CONTAINS "hello" AND a.age + 5.5 > 10 RETURN a
+
+    let result = lines_from_file("tests/cypher_tree/3.txt");
+    let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
+    let exp = parse_property(cypher_tree);
+
+    let property_graph = create_cached_property();
+    let mut node_cache = HashNodeCache::new();
+    let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
+    node_cache.pre_fetch(&vec, &property_graph);
+
+    let result: Vec<u32> = vec
+        .into_iter()
+        .filter(|x| filter_node(*x, &node_cache, exp["a"].box_clone()))
+        .collect();
+
+    assert_eq!(vec![0, 3, 4], result);
+}
 
 fn lines_from_file(filename: impl AsRef<Path>) -> Vec<String> {
     let file = File::open(filename).expect("no such file");
@@ -221,73 +225,64 @@ fn lines_from_file(filename: impl AsRef<Path>) -> Vec<String> {
         .collect()
 }
 
-fn create_sled_property() -> SledProperty {
+fn create_cached_property() -> CachedProperty<u32> {
     let mut node_property = HashMap::new();
     let mut edge_property = HashMap::new();
 
     node_property.insert(
         0u32,
-        object!(
-        "name"=>"Bhello",
-        "age"=>15,
-        ),
+        json!({
+        "name":"Bhello",
+        "age":15,
+        }),
     );
 
     node_property.insert(
         1,
-        object!(
-        "name"=>"Jack",
-        "age"=>6,
-        ),
+        json!({
+        "name":"Jack",
+        "age":6,
+        }),
     );
 
     node_property.insert(
         2,
-        object!(
-        "name"=>"Thello",
-        "age"=>3,
-        ),
+        json!({
+        "name":"Thello",
+        "age":3,
+        }),
     );
 
     node_property.insert(
         3,
-        object!(
-        "name"=>"hello",
-        "age"=>5,
-        ),
+        json!({
+        "name":"hello",
+        "age":5,
+        }),
     );
 
     node_property.insert(
         4,
-        object!(
-        "name"=>"Chello",
-        "age"=>13,
-        ),
+        json!({
+        "name":"Chello",
+        "age":13,
+        }),
     );
 
     node_property.insert(
         5,
-        object!(
-        "name"=>"Shello",
-        "age"=>1,
-        ),
+        json!({
+        "name":"Shello",
+        "age":1,
+        }),
     );
 
     edge_property.insert(
         (0u32, 1),
-        object!(
-        "friend_since"=>"2018-11-15",
-        ),
+        json!({
+        "friend_since":"2018-11-15",
+        }),
     );
 
-    let path = Path::new("../undirected");
-    let db = SledProperty::with_data(
-        path,
-        node_property.into_iter(),
-        edge_property.into_iter(),
-        false,
-    )
-    .unwrap();
-    db.flush();
-    db
+    CachedProperty::with_data(node_property, edge_property, false)
 }

From cf40acd80b987b4c3fcc7f08d3989253b71e794e Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Tue, 23 Apr 2019 17:40:54 +1000
Subject: [PATCH 160/391] Added tempdir crate for sled

---
 Cargo.toml                    |  1 +
 src/property/sled_property.rs | 16 ++++++++++++----
 tests/property.rs             |  7 +++++--
 3 files changed, 18 insertions(+), 6 deletions(-)

diff --git a/Cargo.toml b/Cargo.toml
index 58f3448a..2811f451 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -28,6 +28,7 @@ hashbrown = {version = "0.2.0", features = ["serde"] }
 rayon = "1.0.3"
 serde_json = "1.0.39"
 fxhash = "0.2.1"
+tempdir = "0.3.7"
 
 [dev-dependencies]
 tempfile = "3.0.4"
diff --git a/src/property/sled_property.rs b/src/property/sled_property.rs
index d4845e4c..3f69f20e 100644
--- a/src/property/sled_property.rs
+++ b/src/property/sled_property.rs
@@ -275,6 +275,7 @@ mod test {
     use super::*;
     use serde_json::json;
     use std::collections::HashMap;
+    extern crate tempdir;
 
     #[test]
     fn test_undirected() {
@@ -308,8 +309,11 @@ mod test {
             }),
         );
 
-        let node_path = Path::new("../node_db");
-        let edge_path = Path::new("../edge_db");
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
 
         let mut graph = SledProperty::with_data(
             node_path,
@@ -383,8 +387,12 @@ mod test {
         node_property.insert(0u32, json!({}));
         node_property.insert(1, json!({}));
         edge_property.insert((0, 1), json!({}));
-        let node_path = Path::new("../node_db");
-        let edge_path = Path::new("../edge_db");
+
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
 
         let mut graph = SledProperty::with_data(
             node_path,
diff --git a/tests/property.rs b/tests/property.rs
index 87c9a6fe..ed0fb720 100644
--- a/tests/property.rs
+++ b/tests/property.rs
@@ -412,8 +412,11 @@ fn create_sled_property() -> SledProperty {
         }),
     );
 
-    let node_path = Path::new("/Users/hao/Desktop/node_db");
-    let edge_path = Path::new("/Users/hao/Desktop/edge_db");
+    let node = tempdir::TempDir::new("node").unwrap();
+    let edge = tempdir::TempDir::new("edge").unwrap();
+
+    let node_path = node.path();
+    let edge_path = edge.path();
 
     let db = SledProperty::with_data(
         node_path,

From 904f43b0c40495aa83ff1f43492ad21702c8c597 Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Tue, 23 Apr 2019 18:29:22 +1000
Subject: [PATCH 161/391] rustfmt

---
 src/generic/graph.rs            |  3 +--
 src/property/property_parser.rs |  2 +-
 src/property/sled_property.rs   | 14 +++++++-------
 tests/property_parser.rs        |  2 +-
 4 files changed, 10 insertions(+), 11 deletions(-)

diff --git a/src/generic/graph.rs b/src/generic/graph.rs
index b0815d86..34d4f070 100644
--- a/src/generic/graph.rs
+++ b/src/generic/graph.rs
@@ -21,9 +21,8 @@
 use std::borrow::Cow;
 use std::hash::{Hash, Hasher};
 
-use itertools::Itertools;
-
 use counter::Counter;
+use itertools::Itertools;
 
 use generic::{
     EdgeTrait, EdgeType, IdType, Iter, MapTrait, MutEdgeType, MutNodeType, NodeTrait, NodeType,
diff --git a/src/property/property_parser.rs b/src/property/property_parser.rs
index c3240a9a..d6567817 100644
--- a/src/property/property_parser.rs
+++ b/src/property/property_parser.rs
@@ -19,6 +19,7 @@
  * under the License.
  */
 
+use hashbrown::HashMap;
 use property::filter::empty_expression;
 use property::filter::{
     ArithmeticExpression, ArithmeticOperator, Const, Expression, PredicateExpression,
@@ -27,7 +28,6 @@ use property::filter::{
 use regex::Regex;
 use serde_json::json;
 use serde_json::Value as JsonValue;
-use std::collections::HashMap;
 use std::time::Instant;
 
 pub fn parse_property_tree(
diff --git a/src/property/sled_property.rs b/src/property/sled_property.rs
index 3f69f20e..a9e5b4ef 100644
--- a/src/property/sled_property.rs
+++ b/src/property/sled_property.rs
@@ -60,9 +60,9 @@ impl SledProperty {
         edge_property: E,
         is_directed: bool,
     ) -> Result<Self, PropertyError>
-        where
-            N: Iterator<Item=(Id, JsonValue)>,
-            E: Iterator<Item=((Id, Id), JsonValue)>,
+    where
+        N: Iterator<Item = (Id, JsonValue)>,
+        E: Iterator<Item = ((Id, Id), JsonValue)>,
     {
         let node_config = ConfigBuilder::default().path(node_path.to_owned()).build();
         let edge_config = ConfigBuilder::default().path(edge_path.to_owned()).build();
@@ -236,7 +236,7 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
         }
     }
 
-    fn extend_node_property<I: IntoIterator<Item=(Id, JsonValue)>>(
+    fn extend_node_property<I: IntoIterator<Item = (Id, JsonValue)>>(
         &mut self,
         props: I,
     ) -> Result<(), PropertyError> {
@@ -250,7 +250,7 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
         Ok(())
     }
 
-    fn extend_edge_property<I: IntoIterator<Item=((Id, Id), JsonValue)>>(
+    fn extend_edge_property<I: IntoIterator<Item = ((Id, Id), JsonValue)>>(
         &mut self,
         props: I,
     ) -> Result<(), PropertyError> {
@@ -322,7 +322,7 @@ mod test {
             edge_property.into_iter(),
             false,
         )
-            .unwrap();
+        .unwrap();
         assert_eq!(
             graph
                 .get_node_property(0u32, vec!["age".to_owned()])
@@ -401,7 +401,7 @@ mod test {
             edge_property.into_iter(),
             false,
         )
-            .unwrap();
+        .unwrap();
         let edge_property = graph.get_edge_property_all(1u32, 0u32).unwrap();
         assert_eq!(Some(json!({})), edge_property);
     }
diff --git a/tests/property_parser.rs b/tests/property_parser.rs
index d2b0bc9f..4f4677f5 100644
--- a/tests/property_parser.rs
+++ b/tests/property_parser.rs
@@ -19,8 +19,8 @@
  * under the License.
  */
 extern crate rust_graph;
-extern crate sled;
 extern crate serde_json;
+extern crate sled;
 
 use std::collections::HashMap;
 use std::path::Path;

From 581ad62e98713b378ae898a5ec3cdc3c27c0d859 Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Tue, 23 Apr 2019 18:34:13 +1000
Subject: [PATCH 162/391] remove ldbc

---
 Cargo.toml                              |   8 -
 examples/ldbc_to_graphmap.rs            |  67 -------
 examples/remove_labels.rs               |  40 ----
 examples/vary_density.rs                | 110 ----------
 examples/vary_labels.rs                 |  62 ------
 src/generic/graph.rs                    |   6 +-
 src/graph_impl/static_graph/edge_vec.rs |  20 +-
 src/io/ldbc/mod.rs                      |  35 ----
 src/io/ldbc/node.rs                     |  73 -------
 src/io/ldbc/relation.rs                 | 101 ----------
 src/io/ldbc/scheme.rs                   | 254 ------------------------
 src/io/mod.rs                           |   5 -
 src/lib.rs                              |   3 -
 13 files changed, 12 insertions(+), 772 deletions(-)
 delete mode 100644 examples/ldbc_to_graphmap.rs
 delete mode 100644 examples/remove_labels.rs
 delete mode 100644 examples/vary_density.rs
 delete mode 100644 examples/vary_labels.rs
 delete mode 100644 src/io/ldbc/mod.rs
 delete mode 100644 src/io/ldbc/node.rs
 delete mode 100644 src/io/ldbc/relation.rs
 delete mode 100644 src/io/ldbc/scheme.rs

diff --git a/Cargo.toml b/Cargo.toml
index d593509f..32262edd 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -7,7 +7,6 @@ autoexamples = true
 [features]
 default = []
 usize_id = []
-ldbc = ["regex"]
 
 [dependencies]
 indexmap = { version = "1.0.2",features = ["serde-1"] }
@@ -20,7 +19,6 @@ bincode = "1.0.1"
 log = "0.4"
 csv = "1"
 counter = "0.4.3"
-regex = {version = "1", optional = true }
 fixedbitset = "0.1.9"
 hashbrown = {version = "0.2.0", features = ["serde"] }
 rayon = "1.0.3"
@@ -29,10 +27,4 @@ fxhash = "0.2.1"
 
 [dev-dependencies]
 tempfile = "3.0.4"
-pbr = "1.0.1"
 clap = "2.32.0"
-
-[[example]]
-name = "ldbc_to_graphmap"
-required-features = ["ldbc"]
-
diff --git a/examples/ldbc_to_graphmap.rs b/examples/ldbc_to_graphmap.rs
deleted file mode 100644
index e992cffb..00000000
--- a/examples/ldbc_to_graphmap.rs
+++ /dev/null
@@ -1,67 +0,0 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-extern crate rust_graph;
-
-use std::path::Path;
-use std::time::Instant;
-
-use rust_graph::io::serde::Serialize;
-use rust_graph::io::*;
-use rust_graph::prelude::*;
-
-fn main() {
-    let args: Vec<_> = std::env::args().collect();
-
-    let ldbc_dir = Path::new(&args[1]);
-    let output_dir = Path::new(&args[2]);
-
-    let start = Instant::now();
-
-    println!("Loading {:?}", &ldbc_dir);
-    let g = read_ldbc_from_path::<DefaultId, Undirected, _>(ldbc_dir);
-    let num_of_nodes = g.node_count();
-    let num_of_edges = g.edge_count();
-
-    println!("{} nodes, {} edges.", num_of_nodes, num_of_edges);
-
-    println!("Node labels: {:?}", g.get_node_label_map());
-    println!("Edge labels: {:?}", g.get_edge_label_map());
-
-    let dir_name = ldbc_dir
-        .components()
-        .last()
-        .unwrap()
-        .as_os_str()
-        .to_str()
-        .unwrap();
-    let export_filename = format!("{}_{}_{}.graphmap", dir_name, num_of_nodes, num_of_edges);
-    let export_path = output_dir.join(export_filename);
-
-    println!("Exporting to {:?}...", export_path);
-
-    g.export(export_path).unwrap();
-
-    let duration = start.elapsed();
-    println!(
-        "Finished in {} seconds.",
-        duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9
-    );
-}
diff --git a/examples/remove_labels.rs b/examples/remove_labels.rs
deleted file mode 100644
index 8b60606a..00000000
--- a/examples/remove_labels.rs
+++ /dev/null
@@ -1,40 +0,0 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-extern crate rust_graph;
-
-use std::path::Path;
-
-use rust_graph::graph_impl::UnStaticGraph;
-use rust_graph::io::serde::{Deserialize, Serialize};
-use rust_graph::prelude::*;
-
-fn main() {
-    let args: Vec<_> = std::env::args().collect();
-
-    let in_file = Path::new(&args[1]);
-    let out_file = Path::new(&args[2]);
-
-    let mut graph = UnStaticGraph::<DefaultId>::import(in_file).unwrap();
-
-    graph.remove_labels();
-
-    graph.export(out_file).unwrap();
-}
diff --git a/examples/vary_density.rs b/examples/vary_density.rs
deleted file mode 100644
index 335125e7..00000000
--- a/examples/vary_density.rs
+++ /dev/null
@@ -1,110 +0,0 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-extern crate pbr;
-extern crate rand;
-extern crate rust_graph;
-
-use std::path::Path;
-use std::time::Instant;
-
-use pbr::ProgressBar;
-use rand::{thread_rng, Rng};
-
-use rust_graph::graph_impl::UnGraphMap;
-use rust_graph::io::serde::{Deserialize, Serialize};
-use rust_graph::prelude::*;
-
-fn main() {
-    let args: Vec<_> = std::env::args().collect();
-
-    let in_graph = Path::new(&args[1]);
-    let out_dir = Path::new(&args[2]);
-
-    let average_degrees: Vec<usize> = args.iter().skip(3).map(|n| n.parse().unwrap()).collect();
-
-    println!("average_degrees:{:?}", average_degrees);
-
-    let start = Instant::now();
-
-    let mut rng = thread_rng();
-
-    println!("Loading {:?}", &in_graph);
-    let mut g = UnGraphMap::<String>::import(in_graph).unwrap();
-
-    let num_of_nodes = g.node_count();
-    let num_of_edges = g.edge_count();
-
-    println!("Average degree: {}", 2 * num_of_edges / num_of_nodes);
-    assert_eq!(g.max_seen_id().unwrap().id(), num_of_nodes - 1);
-
-    for d in average_degrees {
-        println!("Targeting average degree {}: ", d);
-
-        let target_num_of_edges = d * num_of_nodes / 2;
-
-        assert!(target_num_of_edges > num_of_edges);
-
-        let i = target_num_of_edges - num_of_edges;
-        let nodes = DefaultId::new(num_of_nodes);
-
-        let mut pb = ProgressBar::new(i as u64);
-
-        for _ in 0..i {
-            pb.inc();
-            loop {
-                let s = rng.gen_range(0, nodes);
-                let t = rng.gen_range(0, nodes);
-                if s != t && !g.has_edge(s, t) {
-                    g.add_edge(s, t, None);
-                    break;
-                }
-            }
-        }
-
-        let file_name = in_graph
-            .components()
-            .last()
-            .unwrap()
-            .as_os_str()
-            .to_str()
-            .unwrap();
-        let export_filename = format!(
-            "{}_{}_{}_{}.graphmap",
-            file_name,
-            g.node_count(),
-            g.edge_count(),
-            d
-        );
-        let export_path = out_dir.join(export_filename);
-
-        pb.finish_print("done");
-
-        println!("Exporting to {:?}...", export_path);
-
-        &g.export(export_path).unwrap();
-    }
-
-    let duration = start.elapsed();
-    println!(
-        "Finished in {} seconds.",
-        duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9
-    );
-}
diff --git a/examples/vary_labels.rs b/examples/vary_labels.rs
deleted file mode 100644
index 4e770fff..00000000
--- a/examples/vary_labels.rs
+++ /dev/null
@@ -1,62 +0,0 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-extern crate rand;
-extern crate rust_graph;
-
-use std::path::Path;
-
-use rand::{thread_rng, Rng};
-
-use rust_graph::graph_impl::UnStaticGraph;
-use rust_graph::io::serde::{Deserialize, Serialize};
-use rust_graph::prelude::*;
-
-fn main() {
-    let args: Vec<_> = std::env::args().collect();
-
-    let in_graph = Path::new(&args[1]);
-    let out_file = Path::new(&args[2]);
-
-    let mut rng = thread_rng();
-
-    let mut graph = UnStaticGraph::<DefaultId>::import(in_graph).unwrap();
-
-    graph.remove_edge_labels();
-
-    {
-        let node_label_map = graph.get_node_label_map_mut();
-        for i in 11..15 {
-            node_label_map.add_item(i);
-        }
-    }
-
-    {
-        let labels = graph.get_labels_mut().as_mut().unwrap();
-        for label in labels.iter_mut() {
-            let r = rng.gen_range(0, 15);
-            if r > 10 {
-                *label = r;
-            }
-        }
-    }
-
-    graph.export(out_file).unwrap();
-}
diff --git a/src/generic/graph.rs b/src/generic/graph.rs
index b0815d86..9ed35be2 100644
--- a/src/generic/graph.rs
+++ b/src/generic/graph.rs
@@ -19,11 +19,11 @@
  * under the License.
  */
 use std::borrow::Cow;
+use std::cmp::Ordering;
 use std::hash::{Hash, Hasher};
 
-use itertools::Itertools;
-
 use counter::Counter;
+use itertools::Itertools;
 
 use generic::{
     EdgeTrait, EdgeType, IdType, Iter, MapTrait, MutEdgeType, MutNodeType, NodeTrait, NodeType,
@@ -331,8 +331,6 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> Hash
     }
 }
 
-use std::cmp::Ordering;
-
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> PartialOrd
     for Box<GeneralGraph<Id, NL, EL, L>>
 {
diff --git a/src/graph_impl/static_graph/edge_vec.rs b/src/graph_impl/static_graph/edge_vec.rs
index 78d35e31..d40c174b 100644
--- a/src/graph_impl/static_graph/edge_vec.rs
+++ b/src/graph_impl/static_graph/edge_vec.rs
@@ -173,11 +173,11 @@ pub trait EdgeVecTrait<Id: IdType, L: IdType> {
 
     #[inline]
     fn neighbors(&self, node: Id) -> &[Id] {
-        //        assert!(self.has_node(node));
-        if !self.has_node(node) {
-            error!("Node {:?} does not exist", node);
-            return &[];
-        }
+        assert!(self.has_node(node));
+        //        if !self.has_node(node) {
+        //            error!("Node {:?} does not exist", node);
+        //            return &[];
+        //        }
         let start = self.get_offsets().index(node.id());
         let end = self.get_offsets().index(node.id() + 1);
 
@@ -186,11 +186,11 @@ pub trait EdgeVecTrait<Id: IdType, L: IdType> {
 
     #[inline]
     fn degree(&self, node: Id) -> usize {
-        //        assert!(self.has_node(node));
-        if !self.has_node(node) {
-            error!("Node {:?} does not exist", node);
-            return 0;
-        }
+        assert!(self.has_node(node));
+        //        if !self.has_node(node) {
+        //            error!("Node {:?} does not exist", node);
+        //            return 0;
+        //        }
         let start = self.get_offsets().index(node.id());
         let end = self.get_offsets().index(node.id() + 1);
 
diff --git a/src/io/ldbc/mod.rs b/src/io/ldbc/mod.rs
deleted file mode 100644
index 66756274..00000000
--- a/src/io/ldbc/mod.rs
+++ /dev/null
@@ -1,35 +0,0 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-pub mod node;
-pub mod relation;
-pub mod scheme;
-
-pub use io::ldbc::scheme::Scheme;
-
-use generic::{GraphType, IdType};
-use graph_impl::TypedGraphMap;
-use std::path::Path;
-
-pub fn read_ldbc_from_path<Id: IdType, Ty: GraphType, P: AsRef<Path>>(
-    path: P,
-) -> TypedGraphMap<Id, String, String, Ty> {
-    self::scheme::Scheme::init().from_path(path).unwrap()
-}
diff --git a/src/io/ldbc/node.rs b/src/io/ldbc/node.rs
deleted file mode 100644
index 76317df8..00000000
--- a/src/io/ldbc/node.rs
+++ /dev/null
@@ -1,73 +0,0 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-use std::path::PathBuf;
-
-use csv::StringRecord;
-use hashbrown::HashMap;
-use regex::Regex;
-
-use generic::{GraphTrait, GraphType, IdType, MutGraphTrait};
-use graph_impl::graph_map::TypedGraphMap;
-
-#[derive(Debug)]
-pub struct Node {
-    name: String,
-    id_index: usize,
-    label_index: usize,
-    file_name_start: Regex,
-}
-
-impl Node {
-    pub fn new(name: &str, id_index: usize, label_index: usize, file_name_start: &str) -> Self {
-        Node {
-            name: name.to_owned(),
-            id_index,
-            label_index,
-            file_name_start: Regex::new(&format!(r"^{}[_\d]*.csv", file_name_start)[..]).unwrap(),
-        }
-    }
-
-    pub fn is_match(&self, path: &PathBuf) -> bool {
-        let filename = path.as_path().file_name().unwrap().to_str().unwrap();
-
-        self.file_name_start.is_match(filename)
-    }
-
-    pub fn add_node<Id: IdType, Ty: GraphType>(
-        &self,
-        record: StringRecord,
-        g: &mut TypedGraphMap<Id, String, String, Ty>,
-        node_id_map: &mut HashMap<String, Id>,
-    ) {
-        let str_id = self.name.clone() + &record[self.id_index];
-
-        let id = *node_id_map.entry(str_id).or_insert_with(|| {
-            if let Some(mut _i) = g.max_seen_id() {
-                _i.increment();
-                _i
-            } else {
-                Id::new(0)
-            }
-        });
-
-        g.add_node(id, Some(record[self.label_index].to_owned()));
-    }
-}
diff --git a/src/io/ldbc/relation.rs b/src/io/ldbc/relation.rs
deleted file mode 100644
index adf80665..00000000
--- a/src/io/ldbc/relation.rs
+++ /dev/null
@@ -1,101 +0,0 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-use std::path::PathBuf;
-
-use csv::StringRecord;
-use hashbrown::HashMap;
-use regex::Regex;
-
-use generic::{GraphTrait, GraphType, IdType, MutGraphTrait};
-use graph_impl::graph_map::TypedGraphMap;
-
-#[derive(Debug)]
-pub struct Relation {
-    start_label: String,
-    target_label: String,
-    edge_label: String,
-    start_index: usize,
-    target_index: usize,
-    file_name_start: Regex,
-}
-
-impl Relation {
-    pub fn new(
-        start_label: &str,
-        target_label: &str,
-        edge_label: &str,
-        start_index: usize,
-        target_index: usize,
-        file_name_start: &str,
-    ) -> Self {
-        Relation {
-            start_label: start_label.to_owned(),
-            target_label: target_label.to_owned(),
-            edge_label: edge_label.to_owned(),
-            start_index,
-            target_index,
-            file_name_start: Regex::new(&format!("{}{}", file_name_start, r"[_\d]*.csv")[..])
-                .unwrap(),
-        }
-    }
-
-    pub fn is_match(&self, path: &PathBuf) -> bool {
-        let filename = path.as_path().file_name().unwrap().to_str().unwrap();
-
-        self.file_name_start.is_match(filename)
-    }
-
-    pub fn add_edge<Id: IdType, Ty: GraphType>(
-        &self,
-        record: StringRecord,
-        g: &mut TypedGraphMap<Id, String, String, Ty>,
-        node_id_map: &mut HashMap<String, Id>,
-    ) {
-        let start_str_id = self.start_label.clone() + &record[self.start_index];
-        let target_str_id = self.target_label.clone() + &record[self.target_index];
-
-        let start_id = *node_id_map.entry(start_str_id).or_insert_with(|| {
-            let i = if let Some(mut _i) = g.max_seen_id() {
-                _i.increment();
-                _i
-            } else {
-                Id::new(0)
-            };
-            g.add_node(i, Some(self.start_label.clone()));
-
-            i
-        });
-
-        let target_id = *node_id_map.entry(target_str_id).or_insert_with(|| {
-            let i = if let Some(mut _i) = g.max_seen_id() {
-                _i.increment();
-                _i
-            } else {
-                Id::new(0)
-            };
-            g.add_node(i, Some(self.target_label.clone()));
-
-            i
-        });
-
-        g.add_edge(start_id, target_id, Some(self.edge_label.clone()));
-    }
-}
diff --git a/src/io/ldbc/scheme.rs b/src/io/ldbc/scheme.rs
deleted file mode 100644
index 3ead643b..00000000
--- a/src/io/ldbc/scheme.rs
+++ /dev/null
@@ -1,254 +0,0 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-use std::fs;
-use std::io::Result;
-use std::path::Path;
-
-use generic::{GraphType, IdType};
-use graph_impl::graph_map::TypedGraphMap;
-use hashbrown::HashMap;
-use io::ldbc::node::Node;
-use io::ldbc::relation::Relation;
-
-use csv::ReaderBuilder;
-
-#[derive(Debug)]
-pub struct Scheme {
-    relations: Vec<Relation>,
-    nodes: Vec<Node>,
-    delimiter: u8,
-}
-
-impl Scheme {
-    pub fn init() -> Self {
-        let n1 = Node::new("organisation", 0, 1, "organisation_");
-        let n2 = Node::new("place", 0, 3, "place_");
-
-        let r1 = Relation::new(
-            "comment",
-            "person",
-            "hasCreator",
-            0,
-            1,
-            "comment_hasCreator_person_",
-        );
-        let r2 = Relation::new("comment", "tag", "hasTag", 0, 1, "comment_hasTag_tag_");
-        let r3 = Relation::new(
-            "comment",
-            "place",
-            "isLocatedIn",
-            0,
-            1,
-            "comment_isLocatedIn_place_",
-        );
-        let r4 = Relation::new(
-            "comment",
-            "comment",
-            "replyOf",
-            0,
-            1,
-            "comment_replyOf_comment_",
-        );
-        let r5 = Relation::new("comment", "post", "replyOf", 0, 1, "comment_replyOf_post_");
-        let r6 = Relation::new(
-            "forum",
-            "post",
-            "containerOf",
-            0,
-            1,
-            "forum_containerOf_post_",
-        );
-        let r7 = Relation::new(
-            "forum",
-            "post",
-            "containerOf",
-            0,
-            1,
-            "forum_containerOf_post_",
-        );
-        let r8 = Relation::new(
-            "forum",
-            "person",
-            "hasMember",
-            0,
-            1,
-            "forum_hasMember_person_",
-        );
-        let r9 = Relation::new(
-            "forum",
-            "person",
-            "hasModerator",
-            0,
-            1,
-            "forum_hasModerator_person_",
-        );
-        let r10 = Relation::new(
-            "forum",
-            "person",
-            "hasModerator",
-            0,
-            1,
-            "forum_hasModerator_person_",
-        );
-        let r11 = Relation::new("forum", "tag", "hasTag", 0, 1, "forum_hasTag_tag_");
-        let r12 = Relation::new(
-            "organisation",
-            "place",
-            "isLocatedIn",
-            0,
-            1,
-            "organisation_isLocatedIn_place_",
-        );
-        let r13 = Relation::new(
-            "person",
-            "tag",
-            "hasInterest",
-            0,
-            1,
-            "person_hasInterest_tag_",
-        );
-        let r14 = Relation::new(
-            "person",
-            "place",
-            "isLocatedIn",
-            0,
-            1,
-            "person_isLocatedIn_place_",
-        );
-        let r15 = Relation::new("person", "person", "knows", 0, 1, "person_knows_person_");
-        let r16 = Relation::new("person", "comment", "likes", 0, 1, "person_likes_comment_");
-        let r17 = Relation::new("person", "post", "likes", 0, 1, "person_likes_post_");
-        let r18 = Relation::new(
-            "person",
-            "organisation",
-            "studyAt",
-            0,
-            1,
-            "person_studyAt_organisation_",
-        );
-        let r19 = Relation::new(
-            "person",
-            "organisation",
-            "workAt",
-            0,
-            1,
-            "person_workAt_organisation_",
-        );
-        let r20 = Relation::new("place", "place", "isPartOf", 0, 1, "place_isPartOf_place_");
-        let r21 = Relation::new(
-            "post",
-            "person",
-            "hasCreator",
-            0,
-            1,
-            "post_hasCreator_person_",
-        );
-        let r22 = Relation::new("post", "tag", "hasTag", 0, 1, "post_hasTag_tag_");
-        let r23 = Relation::new(
-            "post",
-            "place",
-            "isLocatedIn",
-            0,
-            1,
-            "post_isLocatedIn_place_",
-        );
-        let r24 = Relation::new("tag", "tagclass", "hasType", 0, 1, "tag_hasType_tagclass_");
-        let r25 = Relation::new(
-            "tagclass",
-            "tagclass",
-            "isSubclassOf",
-            0,
-            1,
-            "tagclass_isSubclassOf_tagclass_",
-        );
-
-        Scheme {
-            relations: vec![
-                r1, r2, r3, r4, r5, r6, r7, r8, r9, r10, r11, r12, r13, r14, r15, r16, r17, r18,
-                r19, r20, r21, r22, r23, r24, r25,
-            ],
-            nodes: vec![n1, n2],
-            delimiter: b'|',
-        }
-    }
-
-    pub fn from_path<Id: IdType, Ty: GraphType, P: AsRef<Path>>(
-        &self,
-        path: P,
-    ) -> Result<TypedGraphMap<Id, String, String, Ty>> {
-        if !path.as_ref().is_dir() {
-            panic!("path must be a dir")
-        }
-
-        let mut files_in_dir = Vec::new();
-
-        for entry in fs::read_dir(path)? {
-            let dir = entry?;
-            let path = dir.path();
-            if path.is_file() {
-                files_in_dir.push(path);
-            }
-        }
-
-        let mut g = TypedGraphMap::new();
-        let mut node_id_map = HashMap::<String, Id>::new();
-
-        info!("ldbc::Scheme::from_path - Adding nodes.");
-        for node in self.nodes.iter() {
-            for path in files_in_dir.iter() {
-                if node.is_match(path) {
-                    info!("Reading file '{}'", path.to_str().unwrap());
-
-                    let mut rdr = ReaderBuilder::new()
-                        .delimiter(self.delimiter)
-                        .from_path(path.clone())?;
-
-                    for result in rdr.records() {
-                        let record = result?;
-
-                        node.add_node::<Id, Ty>(record, &mut g, &mut node_id_map);
-                    }
-                }
-            }
-        }
-
-        info!("ldbc::Scheme::from_path - Adding relations.");
-        for relation in self.relations.iter() {
-            for path in files_in_dir.iter() {
-                if relation.is_match(path) {
-                    info!("Reading file '{}'", path.to_str().unwrap());
-
-                    let mut rdr = ReaderBuilder::new()
-                        .delimiter(self.delimiter)
-                        .from_path(path.clone())?;
-
-                    for result in rdr.records() {
-                        let record = result?;
-
-                        relation.add_edge::<Id, Ty>(record, &mut g, &mut node_id_map);
-                    }
-                }
-            }
-        }
-
-        Ok(g)
-    }
-}
diff --git a/src/io/mod.rs b/src/io/mod.rs
index a839e81a..5851d522 100644
--- a/src/io/mod.rs
+++ b/src/io/mod.rs
@@ -23,8 +23,3 @@ pub mod mmap;
 pub mod serde;
 
 pub use io::csv::{read_from_csv, write_to_csv};
-
-#[cfg(feature = "ldbc")]
-pub mod ldbc;
-#[cfg(feature = "ldbc")]
-pub use io::ldbc::read_ldbc_from_path;
diff --git a/src/lib.rs b/src/lib.rs
index e929e1f9..23b3b260 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -37,9 +37,6 @@ extern crate log;
 #[macro_use]
 extern crate serde_derive;
 
-#[cfg(feature = "ldbc")]
-extern crate regex;
-
 pub mod algorithm;
 pub mod generic;
 pub mod graph_gen;

From d3b94c923c15d54a29555d045a575f1555b01f4c Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Tue, 23 Apr 2019 18:36:20 +1000
Subject: [PATCH 163/391] rustfmt

---
 tests/static_graph.rs | 4 ----
 1 file changed, 4 deletions(-)

diff --git a/tests/static_graph.rs b/tests/static_graph.rs
index b083ac9d..0842e817 100644
--- a/tests/static_graph.rs
+++ b/tests/static_graph.rs
@@ -20,12 +20,8 @@
  */
 #[macro_use]
 extern crate rust_graph;
-extern crate tempfile;
-
-use tempfile::TempDir;
 
 use rust_graph::generic::DefaultId;
-use rust_graph::graph_impl::static_graph::EdgeVecTrait;
 use rust_graph::graph_impl::static_graph::StaticNode;
 use rust_graph::graph_impl::Edge;
 use rust_graph::graph_impl::EdgeVec;

From 8c75d08f5141ca5527aa4c8a0279547f573f7dec Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Tue, 23 Apr 2019 18:36:47 +1000
Subject: [PATCH 164/391] rustfmt

---
 tests/static_graph.rs | 1 -
 1 file changed, 1 deletion(-)

diff --git a/tests/static_graph.rs b/tests/static_graph.rs
index 0842e817..d2eae028 100644
--- a/tests/static_graph.rs
+++ b/tests/static_graph.rs
@@ -67,7 +67,6 @@ fn test_directed() {
     assert_eq!(g.get_node(1).unwrap_staticnode(), node_1);
     assert_eq!(g.get_node(2).unwrap_staticnode(), node_2);
 
-    //    println!("{:?}------{:?}", &g, g.get_node(3));
     assert!(g.get_node(3).is_none());
 
     assert_eq!(g.get_edge(0, 1).unwrap(), edge_0_1);

From 332f65f26f7b6c700d6b75ec4809644956870552 Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Wed, 24 Apr 2019 00:59:22 +1000
Subject: [PATCH 165/391] update

---
 src/graph_impl/graph_vec/mod.rs | 5 +----
 1 file changed, 1 insertion(+), 4 deletions(-)

diff --git a/src/graph_impl/graph_vec/mod.rs b/src/graph_impl/graph_vec/mod.rs
index a2412bbf..abf28abb 100644
--- a/src/graph_impl/graph_vec/mod.rs
+++ b/src/graph_impl/graph_vec/mod.rs
@@ -193,8 +193,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
 
         // TODO
         nodes.par_sort_unstable();
-
-        nodes.dedup_by_key(|&mut (i, _)| i);
+        //        nodes.dedup_by_key(|&mut (i, _)| i);
 
         let mut labels = Vec::new();
         let mut current = Id::new(0);
@@ -229,7 +228,6 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
     ) -> EdgeVec<Id, OL> {
         // TODO
         graph.par_sort_unstable();
-
         graph.dedup_by_key(|&mut (e, _)| e);
 
         let mut offsets = OffsetIndex::new();
@@ -279,7 +277,6 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
     fn get_in_edge_vec<OL: IdType>(mut graph: Vec<(Id, Id)>, max_node_id: Id) -> EdgeVec<Id, OL> {
         // TODO
         graph.par_sort_unstable();
-
         graph.dedup();
 
         let mut offsets = Vec::new();

From b082b5a7576066da8a036c565dee5bf4f94c0e7b Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Wed, 24 Apr 2019 15:30:15 +1000
Subject: [PATCH 166/391] remove ldbc

---
 src/io/ldbc/mod.rs      |  50 --------
 src/io/ldbc/node.rs     |  74 ------------
 src/io/ldbc/relation.rs | 102 ----------------
 src/io/ldbc/scheme.rs   | 255 ----------------------------------------
 4 files changed, 481 deletions(-)
 delete mode 100644 src/io/ldbc/mod.rs
 delete mode 100644 src/io/ldbc/node.rs
 delete mode 100644 src/io/ldbc/relation.rs
 delete mode 100644 src/io/ldbc/scheme.rs

diff --git a/src/io/ldbc/mod.rs b/src/io/ldbc/mod.rs
deleted file mode 100644
index 06f35435..00000000
--- a/src/io/ldbc/mod.rs
+++ /dev/null
@@ -1,50 +0,0 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-pub mod node;
-pub mod relation;
-pub mod scheme;
-
-pub use io::ldbc::scheme::Scheme;
-
-use generic::{GraphType, IdType};
-use graph_impl::TypedGraphMap;
-use seahash::SeaHasher;
-use std::collections::HashMap;
-use std::hash::BuildHasher;
-use std::path::Path;
-
-pub type SeaHashMap<K, V> = HashMap<K, V, SeaHashBuilder>;
-
-pub fn read_ldbc_from_path<Id: IdType, Ty: GraphType, P: AsRef<Path>>(
-    path: P,
-) -> TypedGraphMap<Id, String, String, Ty> {
-    self::scheme::Scheme::init().from_path(path).unwrap()
-}
-
-#[derive(Default)]
-pub struct SeaHashBuilder;
-
-impl BuildHasher for SeaHashBuilder {
-    type Hasher = SeaHasher;
-    fn build_hasher(&self) -> SeaHasher {
-        SeaHasher::default()
-    }
-}
diff --git a/src/io/ldbc/node.rs b/src/io/ldbc/node.rs
deleted file mode 100644
index a1438424..00000000
--- a/src/io/ldbc/node.rs
+++ /dev/null
@@ -1,74 +0,0 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-use std::path::PathBuf;
-
-use csv::StringRecord;
-use hashbrown::HashMap;
-use regex::Regex;
-
-use generic::{GraphTrait, GraphType, IdType, MutGraphTrait};
-use graph_impl::graph_map::TypedGraphMap;
-use io::ldbc::SeaHashMap;
-
-#[derive(Debug)]
-pub struct Node {
-    name: String,
-    id_index: usize,
-    label_index: usize,
-    file_name_start: Regex,
-}
-
-impl Node {
-    pub fn new(name: &str, id_index: usize, label_index: usize, file_name_start: &str) -> Self {
-        Node {
-            name: name.to_owned(),
-            id_index,
-            label_index,
-            file_name_start: Regex::new(&format!(r"^{}[_\d]*.csv", file_name_start)[..]).unwrap(),
-        }
-    }
-
-    pub fn is_match(&self, path: &PathBuf) -> bool {
-        let filename = path.as_path().file_name().unwrap().to_str().unwrap();
-
-        self.file_name_start.is_match(filename)
-    }
-
-    pub fn add_node<Id: IdType, Ty: GraphType>(
-        &self,
-        record: StringRecord,
-        g: &mut TypedGraphMap<Id, String, String, Ty>,
-        node_id_map: &mut SeaHashMap<String, Id>,
-    ) {
-        let str_id = self.name.clone() + &record[self.id_index];
-
-        let id = *node_id_map.entry(str_id).or_insert_with(|| {
-            if let Some(mut _i) = g.max_seen_id() {
-                _i.increment();
-                _i
-            } else {
-                Id::new(0)
-            }
-        });
-
-        g.add_node(id, Some(record[self.label_index].to_owned()));
-    }
-}
diff --git a/src/io/ldbc/relation.rs b/src/io/ldbc/relation.rs
deleted file mode 100644
index 64898c73..00000000
--- a/src/io/ldbc/relation.rs
+++ /dev/null
@@ -1,102 +0,0 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-use std::path::PathBuf;
-
-use csv::StringRecord;
-use hashbrown::HashMap;
-use regex::Regex;
-
-use generic::{GraphTrait, GraphType, IdType, MutGraphTrait};
-use graph_impl::graph_map::TypedGraphMap;
-use io::ldbc::SeaHashMap;
-
-#[derive(Debug)]
-pub struct Relation {
-    start_label: String,
-    target_label: String,
-    edge_label: String,
-    start_index: usize,
-    target_index: usize,
-    file_name_start: Regex,
-}
-
-impl Relation {
-    pub fn new(
-        start_label: &str,
-        target_label: &str,
-        edge_label: &str,
-        start_index: usize,
-        target_index: usize,
-        file_name_start: &str,
-    ) -> Self {
-        Relation {
-            start_label: start_label.to_owned(),
-            target_label: target_label.to_owned(),
-            edge_label: edge_label.to_owned(),
-            start_index,
-            target_index,
-            file_name_start: Regex::new(&format!("{}{}", file_name_start, r"[_\d]*.csv")[..])
-                .unwrap(),
-        }
-    }
-
-    pub fn is_match(&self, path: &PathBuf) -> bool {
-        let filename = path.as_path().file_name().unwrap().to_str().unwrap();
-
-        self.file_name_start.is_match(filename)
-    }
-
-    pub fn add_edge<Id: IdType, Ty: GraphType>(
-        &self,
-        record: StringRecord,
-        g: &mut TypedGraphMap<Id, String, String, Ty>,
-        node_id_map: &mut SeaHashMap<String, Id>,
-    ) {
-        let start_str_id = self.start_label.clone() + &record[self.start_index];
-        let target_str_id = self.target_label.clone() + &record[self.target_index];
-
-        let start_id = *node_id_map.entry(start_str_id).or_insert_with(|| {
-            let i = if let Some(mut _i) = g.max_seen_id() {
-                _i.increment();
-                _i
-            } else {
-                Id::new(0)
-            };
-            g.add_node(i, Some(self.start_label.clone()));
-
-            i
-        });
-
-        let target_id = *node_id_map.entry(target_str_id).or_insert_with(|| {
-            let i = if let Some(mut _i) = g.max_seen_id() {
-                _i.increment();
-                _i
-            } else {
-                Id::new(0)
-            };
-            g.add_node(i, Some(self.target_label.clone()));
-
-            i
-        });
-
-        g.add_edge(start_id, target_id, Some(self.edge_label.clone()));
-    }
-}
diff --git a/src/io/ldbc/scheme.rs b/src/io/ldbc/scheme.rs
deleted file mode 100644
index c0ffed9c..00000000
--- a/src/io/ldbc/scheme.rs
+++ /dev/null
@@ -1,255 +0,0 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-use std::fs;
-use std::io::Result;
-use std::path::Path;
-
-use generic::{GraphType, IdType};
-use graph_impl::graph_map::TypedGraphMap;
-use hashbrown::HashMap;
-use io::ldbc::node::Node;
-use io::ldbc::relation::Relation;
-use io::ldbc::SeaHashMap;
-
-use csv::ReaderBuilder;
-
-#[derive(Debug)]
-pub struct Scheme {
-    relations: Vec<Relation>,
-    nodes: Vec<Node>,
-    delimiter: u8,
-}
-
-impl Scheme {
-    pub fn init() -> Self {
-        let n1 = Node::new("organisation", 0, 1, "organisation_");
-        let n2 = Node::new("place", 0, 3, "place_");
-
-        let r1 = Relation::new(
-            "comment",
-            "person",
-            "hasCreator",
-            0,
-            1,
-            "comment_hasCreator_person_",
-        );
-        let r2 = Relation::new("comment", "tag", "hasTag", 0, 1, "comment_hasTag_tag_");
-        let r3 = Relation::new(
-            "comment",
-            "place",
-            "isLocatedIn",
-            0,
-            1,
-            "comment_isLocatedIn_place_",
-        );
-        let r4 = Relation::new(
-            "comment",
-            "comment",
-            "replyOf",
-            0,
-            1,
-            "comment_replyOf_comment_",
-        );
-        let r5 = Relation::new("comment", "post", "replyOf", 0, 1, "comment_replyOf_post_");
-        let r6 = Relation::new(
-            "forum",
-            "post",
-            "containerOf",
-            0,
-            1,
-            "forum_containerOf_post_",
-        );
-        let r7 = Relation::new(
-            "forum",
-            "post",
-            "containerOf",
-            0,
-            1,
-            "forum_containerOf_post_",
-        );
-        let r8 = Relation::new(
-            "forum",
-            "person",
-            "hasMember",
-            0,
-            1,
-            "forum_hasMember_person_",
-        );
-        let r9 = Relation::new(
-            "forum",
-            "person",
-            "hasModerator",
-            0,
-            1,
-            "forum_hasModerator_person_",
-        );
-        let r10 = Relation::new(
-            "forum",
-            "person",
-            "hasModerator",
-            0,
-            1,
-            "forum_hasModerator_person_",
-        );
-        let r11 = Relation::new("forum", "tag", "hasTag", 0, 1, "forum_hasTag_tag_");
-        let r12 = Relation::new(
-            "organisation",
-            "place",
-            "isLocatedIn",
-            0,
-            1,
-            "organisation_isLocatedIn_place_",
-        );
-        let r13 = Relation::new(
-            "person",
-            "tag",
-            "hasInterest",
-            0,
-            1,
-            "person_hasInterest_tag_",
-        );
-        let r14 = Relation::new(
-            "person",
-            "place",
-            "isLocatedIn",
-            0,
-            1,
-            "person_isLocatedIn_place_",
-        );
-        let r15 = Relation::new("person", "person", "knows", 0, 1, "person_knows_person_");
-        let r16 = Relation::new("person", "comment", "likes", 0, 1, "person_likes_comment_");
-        let r17 = Relation::new("person", "post", "likes", 0, 1, "person_likes_post_");
-        let r18 = Relation::new(
-            "person",
-            "organisation",
-            "studyAt",
-            0,
-            1,
-            "person_studyAt_organisation_",
-        );
-        let r19 = Relation::new(
-            "person",
-            "organisation",
-            "workAt",
-            0,
-            1,
-            "person_workAt_organisation_",
-        );
-        let r20 = Relation::new("place", "place", "isPartOf", 0, 1, "place_isPartOf_place_");
-        let r21 = Relation::new(
-            "post",
-            "person",
-            "hasCreator",
-            0,
-            1,
-            "post_hasCreator_person_",
-        );
-        let r22 = Relation::new("post", "tag", "hasTag", 0, 1, "post_hasTag_tag_");
-        let r23 = Relation::new(
-            "post",
-            "place",
-            "isLocatedIn",
-            0,
-            1,
-            "post_isLocatedIn_place_",
-        );
-        let r24 = Relation::new("tag", "tagclass", "hasType", 0, 1, "tag_hasType_tagclass_");
-        let r25 = Relation::new(
-            "tagclass",
-            "tagclass",
-            "isSubclassOf",
-            0,
-            1,
-            "tagclass_isSubclassOf_tagclass_",
-        );
-
-        Scheme {
-            relations: vec![
-                r1, r2, r3, r4, r5, r6, r7, r8, r9, r10, r11, r12, r13, r14, r15, r16, r17, r18,
-                r19, r20, r21, r22, r23, r24, r25,
-            ],
-            nodes: vec![n1, n2],
-            delimiter: b'|',
-        }
-    }
-
-    pub fn from_path<Id: IdType, Ty: GraphType, P: AsRef<Path>>(
-        &self,
-        path: P,
-    ) -> Result<TypedGraphMap<Id, String, String, Ty>> {
-        if !path.as_ref().is_dir() {
-            panic!("path must be a dir")
-        }
-
-        let mut files_in_dir = Vec::new();
-
-        for entry in fs::read_dir(path)? {
-            let dir = entry?;
-            let path = dir.path();
-            if path.is_file() {
-                files_in_dir.push(path);
-            }
-        }
-
-        let mut g = TypedGraphMap::new();
-        let mut node_id_map = SeaHashMap::default();
-
-        info!("ldbc::Scheme::from_path - Adding nodes.");
-        for node in self.nodes.iter() {
-            for path in files_in_dir.iter() {
-                if node.is_match(path) {
-                    info!("Reading file '{}'", path.to_str().unwrap());
-
-                    let mut rdr = ReaderBuilder::new()
-                        .delimiter(self.delimiter)
-                        .from_path(path.clone())?;
-
-                    for result in rdr.records() {
-                        let record = result?;
-
-                        node.add_node::<Id, Ty>(record, &mut g, &mut node_id_map);
-                    }
-                }
-            }
-        }
-
-        info!("ldbc::Scheme::from_path - Adding relations.");
-        for relation in self.relations.iter() {
-            for path in files_in_dir.iter() {
-                if relation.is_match(path) {
-                    info!("Reading file '{}'", path.to_str().unwrap());
-
-                    let mut rdr = ReaderBuilder::new()
-                        .delimiter(self.delimiter)
-                        .from_path(path.clone())?;
-
-                    for result in rdr.records() {
-                        let record = result?;
-
-                        relation.add_edge::<Id, Ty>(record, &mut g, &mut node_id_map);
-                    }
-                }
-            }
-        }
-
-        Ok(g)
-    }
-}

From c1868719547b88a1545b3976e25b403680e83cdb Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Wed, 24 Apr 2019 16:13:04 +1000
Subject: [PATCH 167/391] Fixed all the warnings

---
 src/property/cached_property.rs              |  7 +----
 src/property/filter/arithmetic_expression.rs |  2 --
 src/property/filter/edge_property_filter.rs  |  3 +--
 src/property/filter/expression_operator.rs   | 12 ++++-----
 src/property/filter/mod.rs                   |  5 +---
 src/property/filter/node_property_filter.rs  |  4 +--
 src/property/filter/predicate_expression.rs  |  2 --
 src/property/filter/value_expression.rs      |  2 --
 src/property/mod.rs                          |  4 +--
 src/property/property_parser.rs              | 14 +++++-----
 src/property/sled_property.rs                |  4 +--
 tests/property.rs                            | 28 +++++++++-----------
 tests/property_parser.rs                     | 21 ++++++---------
 tests/static_graph.rs                        |  2 --
 14 files changed, 40 insertions(+), 70 deletions(-)

diff --git a/src/property/cached_property.rs b/src/property/cached_property.rs
index c003ce3e..720687cc 100644
--- a/src/property/cached_property.rs
+++ b/src/property/cached_property.rs
@@ -18,20 +18,15 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-use std::fmt;
 use std::hash::BuildHasher;
 use std::mem::swap;
 
 use hashbrown::HashMap;
-use serde::de::{Deserialize, Deserializer, Error, Visitor};
-use serde::ser::{Serialize, Serializer};
-use serde_json::from_str;
-use serde_json::json;
+
 use serde_json::to_value;
 use serde_json::Value as JsonValue;
 
 use generic::{DefaultId, IdType};
-use io::serde;
 use property::{PropertyError, PropertyGraph};
 
 #[derive(Debug, PartialEq, Clone, Serialize, Deserialize)]
diff --git a/src/property/filter/arithmetic_expression.rs b/src/property/filter/arithmetic_expression.rs
index 150d8780..77ac1458 100644
--- a/src/property/filter/arithmetic_expression.rs
+++ b/src/property/filter/arithmetic_expression.rs
@@ -23,8 +23,6 @@ use property::filter::expression_operator::*;
 use property::filter::Expression;
 use property::filter::PropertyResult;
 
-//use json::JsonValue;
-use serde_json::json;
 use serde_json::Value as JsonValue;
 
 pub struct ArithmeticExpression {
diff --git a/src/property/filter/edge_property_filter.rs b/src/property/filter/edge_property_filter.rs
index 91749eca..63dde301 100644
--- a/src/property/filter/edge_property_filter.rs
+++ b/src/property/filter/edge_property_filter.rs
@@ -26,8 +26,7 @@
 use generic::IdType;
 use property::filter::PropertyResult;
 use property::filter::{EdgeCache, Expression};
-use property::{PropertyError, PropertyGraph};
-use serde_json::json;
+use property::PropertyError;
 
 pub fn filter_edge<Id: IdType>(
     id: (Id, Id),
diff --git a/src/property/filter/expression_operator.rs b/src/property/filter/expression_operator.rs
index 1e1009e4..a10d6efa 100644
--- a/src/property/filter/expression_operator.rs
+++ b/src/property/filter/expression_operator.rs
@@ -205,7 +205,7 @@ pub fn ends_with(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue>
 
 pub fn add(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        let number = (exp1.as_f64().unwrap() + exp2.as_f64().unwrap());
+        let number = exp1.as_f64().unwrap() + exp2.as_f64().unwrap();
         Ok(json!(number))
     } else {
         Err(PropertyError::NumberExpressionError)
@@ -214,7 +214,7 @@ pub fn add(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
 
 pub fn subtract(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        let number = (exp1.as_f64().unwrap() - exp2.as_f64().unwrap());
+        let number = exp1.as_f64().unwrap() - exp2.as_f64().unwrap();
         Ok(json!(number))
     } else {
         Err(PropertyError::NumberExpressionError)
@@ -223,7 +223,7 @@ pub fn subtract(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
 
 pub fn multiply(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        let number = (exp1.as_f64().unwrap() * exp2.as_f64().unwrap());
+        let number = exp1.as_f64().unwrap() * exp2.as_f64().unwrap();
         Ok(json!(number))
     } else {
         Err(PropertyError::NumberExpressionError)
@@ -232,7 +232,7 @@ pub fn multiply(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
 
 pub fn divide(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        let number = (exp1.as_f64().unwrap() / exp2.as_f64().unwrap());
+        let number = exp1.as_f64().unwrap() / exp2.as_f64().unwrap();
         Ok(json!(number))
     } else {
         Err(PropertyError::NumberExpressionError)
@@ -241,7 +241,7 @@ pub fn divide(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
 
 pub fn modulo(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        let number = (exp1.as_f64().unwrap() % exp2.as_f64().unwrap());
+        let number = exp1.as_f64().unwrap() % exp2.as_f64().unwrap();
         Ok(json!(number))
     } else {
         Err(PropertyError::NumberExpressionError)
@@ -250,7 +250,7 @@ pub fn modulo(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
 
 pub fn power(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        let number = (exp1.as_f64().unwrap().powf(exp2.as_f64().unwrap()));
+        let number = exp1.as_f64().unwrap().powf(exp2.as_f64().unwrap());
         Ok(json!(number))
     } else {
         Err(PropertyError::NumberExpressionError)
diff --git a/src/property/filter/mod.rs b/src/property/filter/mod.rs
index 5a8e1a2a..97174ab9 100644
--- a/src/property/filter/mod.rs
+++ b/src/property/filter/mod.rs
@@ -38,7 +38,6 @@ pub mod predicate_expression;
 pub mod value_expression;
 
 use generic::IdType;
-//use json::JsonValue;
 use serde_json::json;
 use serde_json::Value as JsonValue;
 
@@ -51,8 +50,6 @@ pub use property::filter::hash_property_cache::{HashEdgeCache, HashNodeCache};
 pub use property::filter::node_property_filter::filter_node;
 pub use property::filter::predicate_expression::PredicateExpression;
 pub use property::filter::value_expression::{Const, Var};
-use serde::de::DeserializeOwned;
-use serde::{Deserialize, Serialize};
 
 type PropertyResult<T> = Result<T, PropertyError>;
 
@@ -74,7 +71,7 @@ impl Clone for Box<Expression> {
 }
 
 impl PartialEq for Box<Expression> {
-    fn eq(&self, other: &Box<Expression>) -> bool {
+    fn eq(&self, _other: &Box<Expression>) -> bool {
         true
     }
 }
diff --git a/src/property/filter/node_property_filter.rs b/src/property/filter/node_property_filter.rs
index a0a1e756..a68e164d 100644
--- a/src/property/filter/node_property_filter.rs
+++ b/src/property/filter/node_property_filter.rs
@@ -25,9 +25,7 @@
 
 use generic::IdType;
 use property::filter::{Expression, NodeCache, PropertyResult};
-use property::{PropertyError, PropertyGraph};
-
-use serde_json::json;
+use property::PropertyError;
 
 pub fn filter_node<Id: IdType>(
     id: Id,
diff --git a/src/property/filter/predicate_expression.rs b/src/property/filter/predicate_expression.rs
index acfa6b82..aad1dc6d 100644
--- a/src/property/filter/predicate_expression.rs
+++ b/src/property/filter/predicate_expression.rs
@@ -22,8 +22,6 @@
 use property::filter::expression_operator::*;
 use property::filter::{Expression, PropertyResult};
 
-//use json::JsonValue;
-use serde_json::json;
 use serde_json::Value as JsonValue;
 
 pub struct PredicateExpression {
diff --git a/src/property/filter/value_expression.rs b/src/property/filter/value_expression.rs
index 6193595f..e3591430 100644
--- a/src/property/filter/value_expression.rs
+++ b/src/property/filter/value_expression.rs
@@ -22,8 +22,6 @@
 use property::filter::{Expression, PropertyResult};
 use property::PropertyError;
 
-//use json::JsonValue;
-use serde_json::json;
 use serde_json::Value as JsonValue;
 
 pub struct Var {
diff --git a/src/property/mod.rs b/src/property/mod.rs
index e0ee2d8a..e12aabaa 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -58,11 +58,11 @@ pub trait PropertyGraph<Id: IdType> {
         prop: JsonValue,
     ) -> Result<Option<JsonValue>, PropertyError>;
 
-    fn extend_node_property<I: IntoIterator<Item = (Id, JsonValue)>>(
+    fn extend_node_property<I: IntoIterator<Item=(Id, JsonValue)>>(
         &mut self,
         props: I,
     ) -> Result<(), PropertyError>;
-    fn extend_edge_property<I: IntoIterator<Item = ((Id, Id), JsonValue)>>(
+    fn extend_edge_property<I: IntoIterator<Item=((Id, Id), JsonValue)>>(
         &mut self,
         props: I,
     ) -> Result<(), PropertyError>;
diff --git a/src/property/property_parser.rs b/src/property/property_parser.rs
index c3240a9a..55281b64 100644
--- a/src/property/property_parser.rs
+++ b/src/property/property_parser.rs
@@ -124,7 +124,6 @@ fn get_all_vars(cypher_tree: &Vec<&str>) -> Vec<String> {
 }
 
 fn is_other_var(cypher_tree: &Vec<&str>, index: usize, var: &str) -> bool {
-    let mut result = true;
     let syntax: &str = cypher_tree[index];
 
     let re =
@@ -147,7 +146,7 @@ fn is_other_var(cypher_tree: &Vec<&str>, index: usize, var: &str) -> bool {
     }
 
     let re = Regex::new(r"> property\s+@(?P<var_index>\w+)\.@(?P<attribute_index>\w+)").unwrap();
-    if let Some(caps) = re.captures(syntax) {
+    if let Some(_caps) = re.captures(syntax) {
         let name = get_var_name(cypher_tree, index);
 
         if var == name.as_str() {
@@ -159,14 +158,13 @@ fn is_other_var(cypher_tree: &Vec<&str>, index: usize, var: &str) -> bool {
 
     let re = Regex::new(r"> (?P<type_name>\w+)\W+?(?P<value>[\w.]+)").unwrap();
     if let Some(caps) = re.captures(syntax) {
-        let type_name = &caps["type_name"];
-        let value = &caps["value"];
+        let _type_name = &caps["type_name"];
+        let _value = &caps["value"];
 
         return false;
     }
 
     panic!("Invalid cypher tree");
-    return true;
 }
 
 fn recursive_parser(cypher_tree: &Vec<&str>, index: usize, var: &str) -> Box<Expression> {
@@ -234,7 +232,7 @@ fn match_operator(cypher_tree: &Vec<&str>, index: usize, var: &str) -> Option<Bo
     }
 }
 
-fn match_val(cypher_tree: &Vec<&str>, index: usize, var: &str) -> Option<Box<Expression>> {
+fn match_val(cypher_tree: &Vec<&str>, index: usize, _var: &str) -> Option<Box<Expression>> {
     let syntax: &str = cypher_tree[index];
     let re = Regex::new(r"> (?P<type_name>\w+)\W+?(?P<value>[\w.]+)").unwrap();
     if let Some(caps) = re.captures(syntax) {
@@ -255,11 +253,11 @@ fn match_val(cypher_tree: &Vec<&str>, index: usize, var: &str) -> Option<Box<Exp
     }
 }
 
-fn match_var(cypher_tree: &Vec<&str>, index: usize, var: &str) -> Option<Box<Expression>> {
+fn match_var(cypher_tree: &Vec<&str>, index: usize, _var: &str) -> Option<Box<Expression>> {
     let syntax: &str = cypher_tree[index];
     let re = Regex::new(r"> property\s+@(?P<var_index>\w+)\.@(?P<attribute_index>\w+)").unwrap();
     if let Some(caps) = re.captures(syntax) {
-        let var_index: usize = *(&caps["var_index"].parse::<usize>().unwrap());
+        let _var_index: usize = *(&caps["var_index"].parse::<usize>().unwrap());
         let attribute_index: usize = *(&caps["attribute_index"].parse::<usize>().unwrap());
         let attribute_line = cypher_tree[attribute_index];
         let re = Regex::new(r"> prop name\s+`(?P<attribute_name>\w+)`").unwrap();
diff --git a/src/property/sled_property.rs b/src/property/sled_property.rs
index 3f69f20e..275bc623 100644
--- a/src/property/sled_property.rs
+++ b/src/property/sled_property.rs
@@ -315,7 +315,7 @@ mod test {
         let node_path = node.path();
         let edge_path = edge.path();
 
-        let mut graph = SledProperty::with_data(
+        let graph = SledProperty::with_data(
             node_path,
             edge_path,
             node_property.into_iter(),
@@ -394,7 +394,7 @@ mod test {
         let node_path = node.path();
         let edge_path = edge.path();
 
-        let mut graph = SledProperty::with_data(
+        let graph = SledProperty::with_data(
             node_path,
             edge_path,
             node_property.into_iter(),
diff --git a/tests/property.rs b/tests/property.rs
index ed0fb720..965e344d 100644
--- a/tests/property.rs
+++ b/tests/property.rs
@@ -22,14 +22,11 @@ extern crate rust_graph;
 extern crate serde_json;
 
 use std::collections::HashMap;
-use std::path::Path;
 
 use rust_graph::property::filter::*;
 use rust_graph::property::*;
 use serde_json::json;
-use serde_json::Value as JsonValue;
 
-use std::time::Instant;
 
 #[test]
 fn test_cached_boolean_expression() {
@@ -39,7 +36,7 @@ fn test_cached_boolean_expression() {
     let property_graph = create_cached_property();
 
     let mut node_cache = HashNodeCache::new();
-    node_cache.pre_fetch(&[0, 1], &property_graph);
+    node_cache.pre_fetch(&[0, 1], &property_graph).unwrap();
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
@@ -64,7 +61,7 @@ fn test_cached_num_compare_expression() {
     let property_graph = create_cached_property();
 
     let mut node_cache = HashNodeCache::new();
-    node_cache.pre_fetch(&[0, 1], &property_graph);
+    node_cache.pre_fetch(&[0, 1], &property_graph).unwrap();
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
@@ -96,7 +93,7 @@ fn test_cached_arithmetic_expression() {
     let property_graph = create_cached_property();
 
     let mut node_cache = HashNodeCache::new();
-    node_cache.pre_fetch(&[0, 1], &property_graph);
+    node_cache.pre_fetch(&[0, 1], &property_graph).unwrap();
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
@@ -130,7 +127,7 @@ fn test_cached_logical_expression() {
     let property_graph = create_cached_property();
 
     let mut node_cache = HashNodeCache::new();
-    node_cache.pre_fetch(&[0, 1], &property_graph);
+    node_cache.pre_fetch(&[0, 1], &property_graph).unwrap();
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
@@ -155,7 +152,7 @@ fn test_cached_string_compare_expression() {
     let property_graph = create_cached_property();
 
     let mut node_cache = HashNodeCache::new();
-    node_cache.pre_fetch(&[0, 1], &property_graph);
+    node_cache.pre_fetch(&[0, 1], &property_graph).unwrap();
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
@@ -187,7 +184,7 @@ fn test_cached_string_concat_expression() {
     let property_graph = create_cached_property();
 
     let mut node_cache = HashNodeCache::new();
-    node_cache.pre_fetch(&[0, 1], &property_graph);
+    node_cache.pre_fetch(&[0, 1], &property_graph).unwrap();
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
@@ -212,7 +209,7 @@ fn test_cached_range_predicate_expression() {
     let property_graph = create_cached_property();
 
     let mut node_cache = HashNodeCache::new();
-    node_cache.pre_fetch(&[0, 1], &property_graph);
+    node_cache.pre_fetch(&[0, 1], &property_graph).unwrap();
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
@@ -230,7 +227,7 @@ fn test_cached_error_boolean_expression() {
     let property_graph = create_cached_property();
 
     let mut node_cache = HashNodeCache::new();
-    node_cache.pre_fetch(&[0, 1], &property_graph);
+    node_cache.pre_fetch(&[0, 1], &property_graph).unwrap();
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
@@ -303,7 +300,7 @@ fn test_cached_complex_expression() {
     let property_graph = create_cached_property();
 
     let mut node_cache = HashNodeCache::new();
-    node_cache.pre_fetch(&[0, 1], &property_graph);
+    node_cache.pre_fetch(&[0, 1], &property_graph).unwrap();
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
@@ -354,7 +351,7 @@ fn test_sled_boolean_expression() {
 
     let property_graph = create_sled_property();
     let mut node_cache = HashNodeCache::new();
-    node_cache.pre_fetch(&[0, 1], &property_graph);
+    node_cache.pre_fetch(&[0, 1], &property_graph).unwrap();
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
@@ -376,11 +373,10 @@ fn test_sled_num_compare_expression() {
         PredicateOperator::GreaterThan,
     ));
 
-    let t0 = Instant::now();
     let property_graph = create_sled_property();
 
     let mut node_cache = HashNodeCache::new();
-    node_cache.pre_fetch(&[0, 1], &property_graph);
+    node_cache.pre_fetch(&[0, 1], &property_graph).unwrap();
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
@@ -426,6 +422,6 @@ fn create_sled_property() -> SledProperty {
         false,
     )
     .unwrap();
-    db.flush();
+    db.flush().unwrap();
     db
 }
diff --git a/tests/property_parser.rs b/tests/property_parser.rs
index d2b0bc9f..232b242a 100644
--- a/tests/property_parser.rs
+++ b/tests/property_parser.rs
@@ -31,11 +31,6 @@ use rust_graph::property::parse_property_tree;
 use rust_graph::property::*;
 
 use serde_json::json;
-use serde_json::value as JsonValue;
-
-use sled::Db;
-use std::mem::transmute;
-use std::time::Instant;
 
 use std::fs::File;
 use std::io::prelude::*;
@@ -59,7 +54,7 @@ fn test_cypher_two_vars() {
 
     let mut node_cache = HashNodeCache::new();
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
-    node_cache.pre_fetch(&vec, &property_graph);
+    node_cache.pre_fetch(&vec, &property_graph).unwrap();
 
     let result: Vec<u32> = vec
         .into_iter()
@@ -80,7 +75,7 @@ fn test_cypher_two_vars2() {
     let property_graph = create_cached_property();
     let mut node_cache = HashNodeCache::new();
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
-    node_cache.pre_fetch(&vec, &property_graph);
+    node_cache.pre_fetch(&vec, &property_graph).unwrap();
 
     let result: Vec<u32> = vec
         .into_iter()
@@ -102,7 +97,7 @@ fn test_cypher_two_vars3() {
     let property_graph = create_cached_property();
     let mut node_cache = HashNodeCache::new();
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
-    node_cache.pre_fetch(&vec, &property_graph);
+    node_cache.pre_fetch(&vec, &property_graph).unwrap();
 
     let result: Vec<u32> = vec
         .into_iter()
@@ -124,7 +119,7 @@ fn test_cypher_two_vars4() {
     let property_graph = create_cached_property();
     let mut node_cache = HashNodeCache::new();
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
-    node_cache.pre_fetch(&vec, &property_graph);
+    node_cache.pre_fetch(&vec, &property_graph).unwrap();
 
     let result: Vec<u32> = vec
         .into_iter()
@@ -144,7 +139,7 @@ fn test_cypher_larger_than() {
     let property_graph = create_cached_property();
     let mut node_cache = HashNodeCache::new();
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
-    node_cache.pre_fetch(&vec, &property_graph);
+    node_cache.pre_fetch(&vec, &property_graph).unwrap();
 
     let result: Vec<u32> = vec
         .into_iter()
@@ -165,7 +160,7 @@ fn test_cypher_number_addition() {
     let property_graph = create_cached_property();
     let mut node_cache = HashNodeCache::new();
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
-    node_cache.pre_fetch(&vec, &property_graph);
+    node_cache.pre_fetch(&vec, &property_graph).unwrap();
 
     let result: Vec<u32> = vec
         .into_iter()
@@ -186,7 +181,7 @@ fn test_cypher_string_contains() {
     let property_graph = create_cached_property();
     let mut node_cache = HashNodeCache::new();
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
-    node_cache.pre_fetch(&vec, &property_graph);
+    node_cache.pre_fetch(&vec, &property_graph).unwrap();
 
     let result: Vec<u32> = vec
         .into_iter()
@@ -207,7 +202,7 @@ fn test_cypher_and_operator() {
     let property_graph = create_cached_property();
     let mut node_cache = HashNodeCache::new();
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
-    node_cache.pre_fetch(&vec, &property_graph);
+    node_cache.pre_fetch(&vec, &property_graph).unwrap();
 
     let result: Vec<u32> = vec
         .into_iter()
diff --git a/tests/static_graph.rs b/tests/static_graph.rs
index b083ac9d..0afeb91c 100644
--- a/tests/static_graph.rs
+++ b/tests/static_graph.rs
@@ -22,10 +22,8 @@
 extern crate rust_graph;
 extern crate tempfile;
 
-use tempfile::TempDir;
 
 use rust_graph::generic::DefaultId;
-use rust_graph::graph_impl::static_graph::EdgeVecTrait;
 use rust_graph::graph_impl::static_graph::StaticNode;
 use rust_graph::graph_impl::Edge;
 use rust_graph::graph_impl::EdgeVec;

From a25cdd9a6eb7b36ff0401d63780c6904ca5c6420 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Wed, 24 Apr 2019 20:22:23 +1000
Subject: [PATCH 168/391] Added functions to insert Vec<u8> as property

---
 src/property/cached_property.rs | 60 +++++++++++++++++++++--
 src/property/mod.rs             | 21 ++++++++
 src/property/sled_property.rs   | 86 ++++++++++++++++++++++++++++++---
 3 files changed, 154 insertions(+), 13 deletions(-)

diff --git a/src/property/cached_property.rs b/src/property/cached_property.rs
index 720687cc..cdf86c55 100644
--- a/src/property/cached_property.rs
+++ b/src/property/cached_property.rs
@@ -25,6 +25,7 @@ use hashbrown::HashMap;
 
 use serde_json::to_value;
 use serde_json::Value as JsonValue;
+use serde_cbor::from_slice;
 
 use generic::{DefaultId, IdType};
 use property::{PropertyError, PropertyGraph};
@@ -54,8 +55,8 @@ impl<Id: IdType> CachedProperty<Id> {
     }
 
     pub fn with_data<
-        N: IntoIterator<Item = (Id, JsonValue)>,
-        E: IntoIterator<Item = ((Id, Id), JsonValue)>,
+        N: IntoIterator<Item=(Id, JsonValue)>,
+        E: IntoIterator<Item=((Id, Id), JsonValue)>,
     >(
         node_property: N,
         edge_property: E,
@@ -178,14 +179,14 @@ impl<Id: IdType> PropertyGraph<Id> for CachedProperty<Id> {
         Ok(value)
     }
 
-    fn extend_node_property<I: IntoIterator<Item = (Id, JsonValue)>>(
+    fn extend_node_property<I: IntoIterator<Item=(Id, JsonValue)>>(
         &mut self,
         props: I,
     ) -> Result<(), PropertyError> {
         Ok(self.node_property.extend(props))
     }
 
-    fn extend_edge_property<I: IntoIterator<Item = ((Id, Id), JsonValue)>>(
+    fn extend_edge_property<I: IntoIterator<Item=((Id, Id), JsonValue)>>(
         &mut self,
         props: I,
     ) -> Result<(), PropertyError> {
@@ -202,6 +203,56 @@ impl<Id: IdType> PropertyGraph<Id> for CachedProperty<Id> {
 
         Ok(self.edge_property.extend(props))
     }
+
+    fn insert_node_raw(
+        &mut self,
+        id: Id,
+        prop: Vec<u8>
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        let value_parsed: JsonValue = from_slice(&prop)?;
+        let value = self.node_property.insert(id, value_parsed);
+        Ok(value)
+    }
+
+    fn insert_edge_raw(
+        &mut self,
+        mut src: Id,
+        mut dst: Id,
+        prop: Vec<u8>
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        if !self.is_directed {
+            self.swap_edge(&mut src, &mut dst);
+        }
+        let value_parsed: JsonValue = from_slice(&prop)?;
+        let value = self.edge_property.insert((src, dst), value_parsed);
+        Ok(value)
+    }
+
+    fn extend_node_raw<I: IntoIterator<Item=(Id, Vec<u8>)>>(
+        &mut self, props: I
+    ) -> Result<(), PropertyError> {
+        let props = props.into_iter().map(|x| {
+            let value_parsed: JsonValue = from_slice(&(x.1)).unwrap();
+            (x.0, value_parsed)
+        });
+        Ok(self.node_property.extend(props))
+    }
+
+    fn extend_edge_raw<I: IntoIterator<Item=((Id, Id), Vec<u8>)>>(&mut self, props: I) -> Result<(), PropertyError> {
+        let is_directed = self.is_directed;
+        let props = props.into_iter().map(|x| {
+            let (mut src, mut dst) = x.0;
+            let prop = x.1;
+
+            if is_directed && src > dst {
+                swap(&mut src, &mut dst);
+            }
+            let value_parsed: JsonValue = from_slice(&prop).unwrap();
+            ((src, dst), value_parsed)
+        });
+
+        Ok(self.edge_property.extend(props))
+    }
 }
 
 #[cfg(test)]
@@ -307,5 +358,4 @@ mod test {
 
         assert_eq!(graph.get_edge_property_all(1, 0).unwrap(), None);
     }
-
 }
diff --git a/src/property/mod.rs b/src/property/mod.rs
index e12aabaa..7f7c7072 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -67,6 +67,27 @@ pub trait PropertyGraph<Id: IdType> {
         props: I,
     ) -> Result<(), PropertyError>;
 
+    fn insert_node_raw(
+        &mut self,
+        id: Id,
+        prop: Vec<u8>,
+    ) -> Result<Option<JsonValue>, PropertyError>;
+    fn insert_edge_raw(
+        &mut self,
+        src: Id,
+        dst: Id,
+        prop: Vec<u8>,
+    ) -> Result<Option<JsonValue>, PropertyError>;
+
+    fn extend_node_raw<I: IntoIterator<Item=(Id, Vec<u8>)>>(
+        &mut self,
+        props: I,
+    ) -> Result<(), PropertyError>;
+    fn extend_edge_raw<I: IntoIterator<Item=((Id, Id), Vec<u8>)>>(
+        &mut self,
+        props: I,
+    ) -> Result<(), PropertyError>;
+
     //    fn scan_node_property(&self,names: Vec<String>) -> Iter<Result<Option<JsonValue>, E>>;
     //    fn scan_edge_property(&self,names: Vec<String>) -> Iter<Result<Option<JsonValue>, E>>;
     //    fn scan_node_property_all(&self,names: Vec<String>) -> Iter<Result<Option<JsonValue>, E>>;
diff --git a/src/property/sled_property.rs b/src/property/sled_property.rs
index 4de8076f..5bdf17a4 100644
--- a/src/property/sled_property.rs
+++ b/src/property/sled_property.rs
@@ -60,9 +60,9 @@ impl SledProperty {
         edge_property: E,
         is_directed: bool,
     ) -> Result<Self, PropertyError>
-    where
-        N: Iterator<Item = (Id, JsonValue)>,
-        E: Iterator<Item = ((Id, Id), JsonValue)>,
+        where
+            N: Iterator<Item=(Id, JsonValue)>,
+            E: Iterator<Item=((Id, Id), JsonValue)>,
     {
         let node_config = ConfigBuilder::default().path(node_path.to_owned()).build();
         let edge_config = ConfigBuilder::default().path(edge_path.to_owned()).build();
@@ -236,7 +236,7 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
         }
     }
 
-    fn extend_node_property<I: IntoIterator<Item = (Id, JsonValue)>>(
+    fn extend_node_property<I: IntoIterator<Item=(Id, JsonValue)>>(
         &mut self,
         props: I,
     ) -> Result<(), PropertyError> {
@@ -250,7 +250,7 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
         Ok(())
     }
 
-    fn extend_edge_property<I: IntoIterator<Item = ((Id, Id), JsonValue)>>(
+    fn extend_edge_property<I: IntoIterator<Item=((Id, Id), JsonValue)>>(
         &mut self,
         props: I,
     ) -> Result<(), PropertyError> {
@@ -266,6 +266,75 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
         }
         self.edge_property.flush()?;
 
+        Ok(())
+    }
+    fn insert_node_raw(
+        &mut self,
+        id: Id,
+        prop: Vec<u8>
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        let id_bytes = bincode::serialize(&id)?;
+        let _value = self.node_property.set(id_bytes, prop)?;
+        self.node_property.flush()?;
+
+        match _value {
+            Some(value_bytes) => {
+                let value_parsed: JsonValue = from_slice(&value_bytes)?;
+                Ok(Some(value_parsed))
+            }
+            None => Ok(None),
+        }
+    }
+
+    fn insert_edge_raw(
+        &mut self,
+        mut src: Id,
+        mut dst: Id,
+        prop: Vec<u8>
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        if !self.is_directed {
+            self.swap_edge(&mut src, &mut dst);
+        }
+
+        let id_bytes = bincode::serialize(&(src, dst))?;
+        let _value = self.edge_property.set(id_bytes, prop)?;
+        self.edge_property.flush()?;
+
+        match _value {
+            Some(value_bytes) => {
+                let value_parsed: JsonValue = from_slice(&value_bytes)?;
+                Ok(Some(value_parsed))
+            }
+            None => Ok(None),
+        }
+    }
+
+    fn extend_node_raw<I: IntoIterator<Item=(Id, Vec<u8>)>>(
+        &mut self, props: I
+    ) -> Result<(), PropertyError> {
+        for (id, prop) in props {
+            let id_bytes = bincode::serialize(&id)?;
+            let _value = self.node_property.set(id_bytes, prop)?;
+        }
+        self.node_property.flush()?;
+
+        Ok(())
+    }
+
+    fn extend_edge_raw<I: IntoIterator<Item=((Id, Id), Vec<u8>)>>(
+        &mut self, props: I
+    ) -> Result<(), PropertyError> {
+        for (id, prop) in props {
+            let (mut src, mut dst) = id;
+            if !self.is_directed {
+                self.swap_edge(&mut src, &mut dst);
+            }
+
+            let id_bytes = bincode::serialize(&(src, dst))?;
+            let _value = self.edge_property.set(id_bytes, prop)?;
+        }
+        self.edge_property.flush()?;
+
         Ok(())
     }
 }
@@ -275,6 +344,7 @@ mod test {
     use super::*;
     use serde_json::json;
     use std::collections::HashMap;
+
     extern crate tempdir;
 
     #[test]
@@ -322,7 +392,7 @@ mod test {
             edge_property.into_iter(),
             false,
         )
-        .unwrap();
+            .unwrap();
         assert_eq!(
             graph
                 .get_node_property(0u32, vec!["age".to_owned()])
@@ -357,7 +427,7 @@ mod test {
             graph
                 .get_node_property(0u32, vec!["age".to_owned(), "gender".to_owned()])
                 .unwrap(),
-            Some(json! ({
+            Some(json!({
             "age":12
                  }))
         );
@@ -401,7 +471,7 @@ mod test {
             edge_property.into_iter(),
             false,
         )
-        .unwrap();
+            .unwrap();
         let edge_property = graph.get_edge_property_all(1u32, 0u32).unwrap();
         assert_eq!(Some(json!({})), edge_property);
     }

From 07a4cb15c58b81fecddb564370b1781dc2bd7daf Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Wed, 24 Apr 2019 20:34:22 +1000
Subject: [PATCH 169/391] skip unkonwn fields when reading csv

---
 src/io/csv/record.rs | 98 +++++++++++++++++++++++++++++---------------
 1 file changed, 64 insertions(+), 34 deletions(-)

diff --git a/src/io/csv/record.rs b/src/io/csv/record.rs
index debeee80..f06e403b 100644
--- a/src/io/csv/record.rs
+++ b/src/io/csv/record.rs
@@ -151,24 +151,39 @@ where
             {
                 let mut id = None;
                 let mut label = None;
-                while let Some(key) = map.next_key()? {
-                    match key {
-                        Field::Id => {
-                            if id.is_some() {
-                                return Err(de::Error::duplicate_field("id"));
-                            }
-                            id = Some(map.next_value()?);
-                        }
-                        Field::Label => {
-                            if label.is_some() {
-                                return Err(de::Error::duplicate_field("label"));
-                            }
-                            label = Some(map.next_value().unwrap_or(None));
-                        }
+
+                loop {
+                    if id.is_some() && label.is_some() {
+                        break;
+                    }
+
+                    let result = map.next_key();
+
+                    match result {
+                        Ok(n) => match n {
+                            Some(key) => match key {
+                                Field::Id => {
+                                    if id.is_some() {
+                                        return Err(de::Error::duplicate_field("id"));
+                                    }
+                                    id = Some(map.next_value()?);
+                                }
+                                Field::Label => {
+                                    if label.is_some() {
+                                        return Err(de::Error::duplicate_field("label"));
+                                    }
+                                    label = Some(map.next_value().unwrap_or(None));
+                                }
+                            },
+                            None => break,
+                        },
+                        Err(_e) => continue, // skip any unknown fields
                     }
                 }
+
                 let id = id.ok_or_else(|| de::Error::missing_field("id"))?;
                 let label = label.unwrap_or(None);
+
                 Ok(NodeRecord::new(id, label))
             }
         }
@@ -243,31 +258,46 @@ where
                 let mut start = None;
                 let mut target = None;
                 let mut label = None;
-                while let Some(key) = map.next_key()? {
-                    match key {
-                        Field::Start => {
-                            if start.is_some() {
-                                return Err(de::Error::duplicate_field("start"));
-                            }
-                            start = Some(map.next_value()?);
-                        }
-                        Field::Target => {
-                            if target.is_some() {
-                                return Err(de::Error::duplicate_field("target"));
-                            }
-                            target = Some(map.next_value()?);
-                        }
-                        Field::Label => {
-                            if label.is_some() {
-                                return Err(de::Error::duplicate_field("label"));
-                            }
-                            label = Some(map.next_value().unwrap_or(None));
-                        }
+
+                loop {
+                    if start.is_some() && target.is_some() && label.is_some() {
+                        break;
+                    }
+
+                    let result = map.next_key();
+
+                    match result {
+                        Ok(n) => match n {
+                            Some(key) => match key {
+                                Field::Start => {
+                                    if start.is_some() {
+                                        return Err(de::Error::duplicate_field("start"));
+                                    }
+                                    start = Some(map.next_value()?);
+                                }
+                                Field::Target => {
+                                    if target.is_some() {
+                                        return Err(de::Error::duplicate_field("target"));
+                                    }
+                                    target = Some(map.next_value()?);
+                                }
+                                Field::Label => {
+                                    if label.is_some() {
+                                        return Err(de::Error::duplicate_field("label"));
+                                    }
+                                    label = Some(map.next_value().unwrap_or(None));
+                                }
+                            },
+                            None => break,
+                        },
+                        Err(_e) => continue, // skip any unknown fields
                     }
                 }
+
                 let start = start.ok_or_else(|| de::Error::missing_field("start"))?;
                 let target = target.ok_or_else(|| de::Error::missing_field("target"))?;
                 let label = label.unwrap_or(None);
+
                 Ok(EdgeRecord::new(start, target, label))
             }
         }

From f104be039e67d0fd25baaca9c076982c5952a097 Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Wed, 24 Apr 2019 20:44:53 +1000
Subject: [PATCH 170/391] rustfmt

---
 src/property/cached_property.rs | 24 ++++++++++++++----------
 src/property/mod.rs             |  8 ++++----
 src/property/sled_property.rs   | 28 +++++++++++++++-------------
 tests/property.rs               |  1 -
 4 files changed, 33 insertions(+), 28 deletions(-)

diff --git a/src/property/cached_property.rs b/src/property/cached_property.rs
index cdf86c55..1c92bd11 100644
--- a/src/property/cached_property.rs
+++ b/src/property/cached_property.rs
@@ -23,9 +23,9 @@ use std::mem::swap;
 
 use hashbrown::HashMap;
 
+use serde_cbor::from_slice;
 use serde_json::to_value;
 use serde_json::Value as JsonValue;
-use serde_cbor::from_slice;
 
 use generic::{DefaultId, IdType};
 use property::{PropertyError, PropertyGraph};
@@ -55,8 +55,8 @@ impl<Id: IdType> CachedProperty<Id> {
     }
 
     pub fn with_data<
-        N: IntoIterator<Item=(Id, JsonValue)>,
-        E: IntoIterator<Item=((Id, Id), JsonValue)>,
+        N: IntoIterator<Item = (Id, JsonValue)>,
+        E: IntoIterator<Item = ((Id, Id), JsonValue)>,
     >(
         node_property: N,
         edge_property: E,
@@ -179,14 +179,14 @@ impl<Id: IdType> PropertyGraph<Id> for CachedProperty<Id> {
         Ok(value)
     }
 
-    fn extend_node_property<I: IntoIterator<Item=(Id, JsonValue)>>(
+    fn extend_node_property<I: IntoIterator<Item = (Id, JsonValue)>>(
         &mut self,
         props: I,
     ) -> Result<(), PropertyError> {
         Ok(self.node_property.extend(props))
     }
 
-    fn extend_edge_property<I: IntoIterator<Item=((Id, Id), JsonValue)>>(
+    fn extend_edge_property<I: IntoIterator<Item = ((Id, Id), JsonValue)>>(
         &mut self,
         props: I,
     ) -> Result<(), PropertyError> {
@@ -207,7 +207,7 @@ impl<Id: IdType> PropertyGraph<Id> for CachedProperty<Id> {
     fn insert_node_raw(
         &mut self,
         id: Id,
-        prop: Vec<u8>
+        prop: Vec<u8>,
     ) -> Result<Option<JsonValue>, PropertyError> {
         let value_parsed: JsonValue = from_slice(&prop)?;
         let value = self.node_property.insert(id, value_parsed);
@@ -218,7 +218,7 @@ impl<Id: IdType> PropertyGraph<Id> for CachedProperty<Id> {
         &mut self,
         mut src: Id,
         mut dst: Id,
-        prop: Vec<u8>
+        prop: Vec<u8>,
     ) -> Result<Option<JsonValue>, PropertyError> {
         if !self.is_directed {
             self.swap_edge(&mut src, &mut dst);
@@ -228,8 +228,9 @@ impl<Id: IdType> PropertyGraph<Id> for CachedProperty<Id> {
         Ok(value)
     }
 
-    fn extend_node_raw<I: IntoIterator<Item=(Id, Vec<u8>)>>(
-        &mut self, props: I
+    fn extend_node_raw<I: IntoIterator<Item = (Id, Vec<u8>)>>(
+        &mut self,
+        props: I,
     ) -> Result<(), PropertyError> {
         let props = props.into_iter().map(|x| {
             let value_parsed: JsonValue = from_slice(&(x.1)).unwrap();
@@ -238,7 +239,10 @@ impl<Id: IdType> PropertyGraph<Id> for CachedProperty<Id> {
         Ok(self.node_property.extend(props))
     }
 
-    fn extend_edge_raw<I: IntoIterator<Item=((Id, Id), Vec<u8>)>>(&mut self, props: I) -> Result<(), PropertyError> {
+    fn extend_edge_raw<I: IntoIterator<Item = ((Id, Id), Vec<u8>)>>(
+        &mut self,
+        props: I,
+    ) -> Result<(), PropertyError> {
         let is_directed = self.is_directed;
         let props = props.into_iter().map(|x| {
             let (mut src, mut dst) = x.0;
diff --git a/src/property/mod.rs b/src/property/mod.rs
index 7f7c7072..f8e2290d 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -58,11 +58,11 @@ pub trait PropertyGraph<Id: IdType> {
         prop: JsonValue,
     ) -> Result<Option<JsonValue>, PropertyError>;
 
-    fn extend_node_property<I: IntoIterator<Item=(Id, JsonValue)>>(
+    fn extend_node_property<I: IntoIterator<Item = (Id, JsonValue)>>(
         &mut self,
         props: I,
     ) -> Result<(), PropertyError>;
-    fn extend_edge_property<I: IntoIterator<Item=((Id, Id), JsonValue)>>(
+    fn extend_edge_property<I: IntoIterator<Item = ((Id, Id), JsonValue)>>(
         &mut self,
         props: I,
     ) -> Result<(), PropertyError>;
@@ -79,11 +79,11 @@ pub trait PropertyGraph<Id: IdType> {
         prop: Vec<u8>,
     ) -> Result<Option<JsonValue>, PropertyError>;
 
-    fn extend_node_raw<I: IntoIterator<Item=(Id, Vec<u8>)>>(
+    fn extend_node_raw<I: IntoIterator<Item = (Id, Vec<u8>)>>(
         &mut self,
         props: I,
     ) -> Result<(), PropertyError>;
-    fn extend_edge_raw<I: IntoIterator<Item=((Id, Id), Vec<u8>)>>(
+    fn extend_edge_raw<I: IntoIterator<Item = ((Id, Id), Vec<u8>)>>(
         &mut self,
         props: I,
     ) -> Result<(), PropertyError>;
diff --git a/src/property/sled_property.rs b/src/property/sled_property.rs
index 5bdf17a4..729b522d 100644
--- a/src/property/sled_property.rs
+++ b/src/property/sled_property.rs
@@ -60,9 +60,9 @@ impl SledProperty {
         edge_property: E,
         is_directed: bool,
     ) -> Result<Self, PropertyError>
-        where
-            N: Iterator<Item=(Id, JsonValue)>,
-            E: Iterator<Item=((Id, Id), JsonValue)>,
+    where
+        N: Iterator<Item = (Id, JsonValue)>,
+        E: Iterator<Item = ((Id, Id), JsonValue)>,
     {
         let node_config = ConfigBuilder::default().path(node_path.to_owned()).build();
         let edge_config = ConfigBuilder::default().path(edge_path.to_owned()).build();
@@ -236,7 +236,7 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
         }
     }
 
-    fn extend_node_property<I: IntoIterator<Item=(Id, JsonValue)>>(
+    fn extend_node_property<I: IntoIterator<Item = (Id, JsonValue)>>(
         &mut self,
         props: I,
     ) -> Result<(), PropertyError> {
@@ -250,7 +250,7 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
         Ok(())
     }
 
-    fn extend_edge_property<I: IntoIterator<Item=((Id, Id), JsonValue)>>(
+    fn extend_edge_property<I: IntoIterator<Item = ((Id, Id), JsonValue)>>(
         &mut self,
         props: I,
     ) -> Result<(), PropertyError> {
@@ -271,7 +271,7 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
     fn insert_node_raw(
         &mut self,
         id: Id,
-        prop: Vec<u8>
+        prop: Vec<u8>,
     ) -> Result<Option<JsonValue>, PropertyError> {
         let id_bytes = bincode::serialize(&id)?;
         let _value = self.node_property.set(id_bytes, prop)?;
@@ -290,7 +290,7 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
         &mut self,
         mut src: Id,
         mut dst: Id,
-        prop: Vec<u8>
+        prop: Vec<u8>,
     ) -> Result<Option<JsonValue>, PropertyError> {
         if !self.is_directed {
             self.swap_edge(&mut src, &mut dst);
@@ -309,8 +309,9 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
         }
     }
 
-    fn extend_node_raw<I: IntoIterator<Item=(Id, Vec<u8>)>>(
-        &mut self, props: I
+    fn extend_node_raw<I: IntoIterator<Item = (Id, Vec<u8>)>>(
+        &mut self,
+        props: I,
     ) -> Result<(), PropertyError> {
         for (id, prop) in props {
             let id_bytes = bincode::serialize(&id)?;
@@ -321,8 +322,9 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
         Ok(())
     }
 
-    fn extend_edge_raw<I: IntoIterator<Item=((Id, Id), Vec<u8>)>>(
-        &mut self, props: I
+    fn extend_edge_raw<I: IntoIterator<Item = ((Id, Id), Vec<u8>)>>(
+        &mut self,
+        props: I,
     ) -> Result<(), PropertyError> {
         for (id, prop) in props {
             let (mut src, mut dst) = id;
@@ -392,7 +394,7 @@ mod test {
             edge_property.into_iter(),
             false,
         )
-            .unwrap();
+        .unwrap();
         assert_eq!(
             graph
                 .get_node_property(0u32, vec!["age".to_owned()])
@@ -471,7 +473,7 @@ mod test {
             edge_property.into_iter(),
             false,
         )
-            .unwrap();
+        .unwrap();
         let edge_property = graph.get_edge_property_all(1u32, 0u32).unwrap();
         assert_eq!(Some(json!({})), edge_property);
     }
diff --git a/tests/property.rs b/tests/property.rs
index 965e344d..5dbab901 100644
--- a/tests/property.rs
+++ b/tests/property.rs
@@ -27,7 +27,6 @@ use rust_graph::property::filter::*;
 use rust_graph::property::*;
 use serde_json::json;
 
-
 #[test]
 fn test_cached_boolean_expression() {
     // WHERE a.is_member;

From 9f9555218fadb7cb585b66882f66f5f1f7fdf681 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Wed, 24 Apr 2019 20:46:58 +1000
Subject: [PATCH 171/391] Added tests for insertion raw

---
 src/property/sled_property.rs | 135 ++++++++++++++++++++++++++++++++++
 1 file changed, 135 insertions(+)

diff --git a/src/property/sled_property.rs b/src/property/sled_property.rs
index 5bdf17a4..091b0748 100644
--- a/src/property/sled_property.rs
+++ b/src/property/sled_property.rs
@@ -475,4 +475,139 @@ mod test {
         let edge_property = graph.get_edge_property_all(1u32, 0u32).unwrap();
         assert_eq!(Some(json!({})), edge_property);
     }
+
+    #[test]
+    fn test_insert_raw_node() {
+        let mut node_property = HashMap::new();
+        let mut edge_property = HashMap::new();
+
+        node_property.insert(0u32, json!({}));
+        node_property.insert(1, json!({}));
+        edge_property.insert((0, 1), json!({}));
+
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        let mut graph = SledProperty::with_data(
+            node_path,
+            edge_path,
+            node_property.into_iter(),
+            edge_property.into_iter(),
+            false,
+        )
+            .unwrap();
+
+        let new_prop = json!({"name":"jack"});
+        let raw_prop = to_vec(&new_prop).unwrap();
+
+        graph.insert_node_raw(0u32, raw_prop).unwrap();
+        let node_property = graph.get_node_property_all(0u32).unwrap();
+
+        assert_eq!(Some(json!({"name":"jack"})), node_property);
+    }
+
+    #[test]
+    fn test_insert_raw_edge() {
+        let mut node_property = HashMap::new();
+        let mut edge_property = HashMap::new();
+
+        node_property.insert(0u32, json!({}));
+        node_property.insert(1, json!({}));
+        edge_property.insert((0, 1), json!({}));
+
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        let mut graph = SledProperty::with_data(
+            node_path,
+            edge_path,
+            node_property.into_iter(),
+            edge_property.into_iter(),
+            false,
+        )
+            .unwrap();
+
+        let new_prop = json!({"length":"5"});
+        let raw_prop = to_vec(&new_prop).unwrap();
+
+        graph.insert_edge_raw(0u32, 1u32, raw_prop).unwrap();
+        let edge_property = graph.get_edge_property_all(0u32, 1u32).unwrap();
+
+        assert_eq!(Some(json!({"length":"5"})), edge_property);
+    }
+
+
+    #[test]
+    fn test_extend_raw_node() {
+        let mut node_property = HashMap::new();
+        let mut edge_property = HashMap::new();
+
+        node_property.insert(0u32, json!({}));
+        node_property.insert(1, json!({}));
+        edge_property.insert((0, 1), json!({}));
+
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        let mut graph = SledProperty::with_data(
+            node_path,
+            edge_path,
+            node_property.into_iter(),
+            edge_property.into_iter(),
+            false,
+        )
+            .unwrap();
+
+        let new_prop = json!({"name":"jack"});
+        let raw_prop = to_vec(&new_prop).unwrap();
+
+        let raw_properties = vec![(0u32, raw_prop)].into_iter();
+        graph.extend_node_raw(raw_properties).unwrap();
+        let node_property = graph.get_node_property_all(0u32).unwrap();
+
+        assert_eq!(Some(json!({"name":"jack"})), node_property);
+    }
+
+    #[test]
+    fn test_extend_raw_edge() {
+        let mut node_property = HashMap::new();
+        let mut edge_property = HashMap::new();
+
+        node_property.insert(0u32, json!({}));
+        node_property.insert(1, json!({}));
+        edge_property.insert((0, 1), json!({}));
+
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        let mut graph = SledProperty::with_data(
+            node_path,
+            edge_path,
+            node_property.into_iter(),
+            edge_property.into_iter(),
+            false,
+        )
+            .unwrap();
+
+        let new_prop = json!({"length":"15"});
+        let raw_prop = to_vec(&new_prop).unwrap();
+
+        let raw_properties = vec![((0u32, 1u32), raw_prop)].into_iter();
+        graph.extend_edge_raw(raw_properties).unwrap();
+        let edge_property = graph.get_edge_property_all(0u32, 1u32).unwrap();
+
+        assert_eq!(Some(json!({"length":"15"})), edge_property);
+    }
 }

From a52e720afb37740f8f5f746053e96613dc1998f0 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Wed, 24 Apr 2019 20:52:16 +1000
Subject: [PATCH 172/391] Added tests for raw insertion with cached property

---
 src/property/cached_property.rs | 85 +++++++++++++++++++++++++++++++++
 1 file changed, 85 insertions(+)

diff --git a/src/property/cached_property.rs b/src/property/cached_property.rs
index 1c92bd11..326cb69e 100644
--- a/src/property/cached_property.rs
+++ b/src/property/cached_property.rs
@@ -263,6 +263,7 @@ impl<Id: IdType> PropertyGraph<Id> for CachedProperty<Id> {
 mod test {
     use super::*;
     use serde_json::json;
+    use serde_cbor::to_vec;
 
     #[test]
     fn test_undirected() {
@@ -362,4 +363,88 @@ mod test {
 
         assert_eq!(graph.get_edge_property_all(1, 0).unwrap(), None);
     }
+
+
+    #[test]
+    fn test_insert_raw_node() {
+        let mut node_property = HashMap::new();
+        let mut edge_property = HashMap::new();
+
+        node_property.insert(0u32, json!({}));
+        node_property.insert(1, json!({}));
+        edge_property.insert((0, 1), json!({}));
+
+        let mut graph = CachedProperty::with_data(node_property, edge_property, true);
+
+        let new_prop = json!({"name":"jack"});
+        let raw_prop = to_vec(&new_prop).unwrap();
+
+        graph.insert_node_raw(0u32, raw_prop).unwrap();
+        let node_property = graph.get_node_property_all(0u32).unwrap();
+
+        assert_eq!(Some(json!({"name":"jack"})), node_property);
+    }
+
+    #[test]
+    fn test_insert_raw_edge() {
+        let mut node_property = HashMap::new();
+        let mut edge_property = HashMap::new();
+
+        node_property.insert(0u32, json!({}));
+        node_property.insert(1, json!({}));
+        edge_property.insert((0, 1), json!({}));
+
+        let mut graph = CachedProperty::with_data(node_property, edge_property, true);
+
+        let new_prop = json!({"length":"5"});
+        let raw_prop = to_vec(&new_prop).unwrap();
+
+        graph.insert_edge_raw(0u32, 1u32, raw_prop).unwrap();
+        let edge_property = graph.get_edge_property_all(0u32, 1u32).unwrap();
+
+        assert_eq!(Some(json!({"length":"5"})), edge_property);
+    }
+
+
+    #[test]
+    fn test_extend_raw_node() {
+        let mut node_property = HashMap::new();
+        let mut edge_property = HashMap::new();
+
+        node_property.insert(0u32, json!({}));
+        node_property.insert(1, json!({}));
+        edge_property.insert((0, 1), json!({}));
+
+        let mut graph = CachedProperty::with_data(node_property, edge_property, true);
+
+        let new_prop = json!({"name":"jack"});
+        let raw_prop = to_vec(&new_prop).unwrap();
+
+        let raw_properties = vec![(0u32, raw_prop)].into_iter();
+        graph.extend_node_raw(raw_properties).unwrap();
+        let node_property = graph.get_node_property_all(0u32).unwrap();
+
+        assert_eq!(Some(json!({"name":"jack"})), node_property);
+    }
+
+    #[test]
+    fn test_extend_raw_edge() {
+        let mut node_property = HashMap::new();
+        let mut edge_property = HashMap::new();
+
+        node_property.insert(0u32, json!({}));
+        node_property.insert(1, json!({}));
+        edge_property.insert((0, 1), json!({}));
+
+        let mut graph = CachedProperty::with_data(node_property, edge_property, true);
+
+        let new_prop = json!({"length":"15"});
+        let raw_prop = to_vec(&new_prop).unwrap();
+
+        let raw_properties = vec![((0u32, 1u32), raw_prop)].into_iter();
+        graph.extend_edge_raw(raw_properties).unwrap();
+        let edge_property = graph.get_edge_property_all(0u32, 1u32).unwrap();
+
+        assert_eq!(Some(json!({"length":"15"})), edge_property);
+    }
 }

From cd0e78361036401bbd7adb8d9de954ad99a92a65 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Wed, 24 Apr 2019 21:28:43 +1000
Subject: [PATCH 173/391] Simplify the property insertion functions

---
 src/property/cached_property.rs | 35 +++++---------------
 src/property/sled_property.rs   | 57 +++++----------------------------
 2 files changed, 16 insertions(+), 76 deletions(-)

diff --git a/src/property/cached_property.rs b/src/property/cached_property.rs
index 326cb69e..ae5e3fd6 100644
--- a/src/property/cached_property.rs
+++ b/src/property/cached_property.rs
@@ -210,52 +210,33 @@ impl<Id: IdType> PropertyGraph<Id> for CachedProperty<Id> {
         prop: Vec<u8>,
     ) -> Result<Option<JsonValue>, PropertyError> {
         let value_parsed: JsonValue = from_slice(&prop)?;
-        let value = self.node_property.insert(id, value_parsed);
-        Ok(value)
+        self.insert_node_property(id, value_parsed)
     }
 
     fn insert_edge_raw(
         &mut self,
-        mut src: Id,
-        mut dst: Id,
+        src: Id,
+        dst: Id,
         prop: Vec<u8>,
     ) -> Result<Option<JsonValue>, PropertyError> {
-        if !self.is_directed {
-            self.swap_edge(&mut src, &mut dst);
-        }
         let value_parsed: JsonValue = from_slice(&prop)?;
-        let value = self.edge_property.insert((src, dst), value_parsed);
-        Ok(value)
+        self.insert_edge_property(src, dst, value_parsed)
     }
 
     fn extend_node_raw<I: IntoIterator<Item = (Id, Vec<u8>)>>(
         &mut self,
         props: I,
     ) -> Result<(), PropertyError> {
-        let props = props.into_iter().map(|x| {
-            let value_parsed: JsonValue = from_slice(&(x.1)).unwrap();
-            (x.0, value_parsed)
-        });
-        Ok(self.node_property.extend(props))
+        let props = props.into_iter().map(|x| (x.0, from_slice(&(x.1)).unwrap()));
+        self.extend_node_property(props)
     }
 
     fn extend_edge_raw<I: IntoIterator<Item = ((Id, Id), Vec<u8>)>>(
         &mut self,
         props: I,
     ) -> Result<(), PropertyError> {
-        let is_directed = self.is_directed;
-        let props = props.into_iter().map(|x| {
-            let (mut src, mut dst) = x.0;
-            let prop = x.1;
-
-            if is_directed && src > dst {
-                swap(&mut src, &mut dst);
-            }
-            let value_parsed: JsonValue = from_slice(&prop).unwrap();
-            ((src, dst), value_parsed)
-        });
-
-        Ok(self.edge_property.extend(props))
+        let props = props.into_iter().map(|x| (x.0, from_slice(&x.1).unwrap()));
+        self.extend_edge_property(props)
     }
 }
 
diff --git a/src/property/sled_property.rs b/src/property/sled_property.rs
index 699c488f..c5ed151c 100644
--- a/src/property/sled_property.rs
+++ b/src/property/sled_property.rs
@@ -198,75 +198,34 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
         id: Id,
         prop: JsonValue,
     ) -> Result<Option<JsonValue>, PropertyError> {
-        let id_bytes = bincode::serialize(&id)?;
         let names_bytes = to_vec(&prop)?;
-        let _value = self.node_property.set(id_bytes, names_bytes)?;
-        self.node_property.flush()?;
-
-        match _value {
-            Some(value_bytes) => {
-                let value_parsed: JsonValue = from_slice(&value_bytes)?;
-                Ok(Some(value_parsed))
-            }
-            None => Ok(None),
-        }
+        self.insert_node_raw(id, names_bytes)
     }
 
     fn insert_edge_property(
         &mut self,
-        mut src: Id,
-        mut dst: Id,
+        src: Id,
+        dst: Id,
         prop: JsonValue,
     ) -> Result<Option<JsonValue>, PropertyError> {
-        if !self.is_directed {
-            self.swap_edge(&mut src, &mut dst);
-        }
-
-        let id_bytes = bincode::serialize(&(src, dst))?;
         let names_bytes = to_vec(&prop)?;
-        let _value = self.edge_property.set(id_bytes, names_bytes)?;
-        self.edge_property.flush()?;
-
-        match _value {
-            Some(value_bytes) => {
-                let value_parsed: JsonValue = from_slice(&value_bytes)?;
-                Ok(Some(value_parsed))
-            }
-            None => Ok(None),
-        }
+        self.insert_edge_raw(src, dst, names_bytes)
     }
 
     fn extend_node_property<I: IntoIterator<Item = (Id, JsonValue)>>(
         &mut self,
         props: I,
     ) -> Result<(), PropertyError> {
-        for (id, prop) in props {
-            let id_bytes = bincode::serialize(&id)?;
-            let names_bytes = to_vec(&prop)?;
-            let _value = self.node_property.set(id_bytes, names_bytes)?;
-        }
-        self.node_property.flush()?;
-
-        Ok(())
+        let props = props.into_iter().map(|x| (x.0, to_vec(&x.1).unwrap()));
+        self.extend_node_raw(props)
     }
 
     fn extend_edge_property<I: IntoIterator<Item = ((Id, Id), JsonValue)>>(
         &mut self,
         props: I,
     ) -> Result<(), PropertyError> {
-        for (id, prop) in props {
-            let (mut src, mut dst) = id;
-            if !self.is_directed {
-                self.swap_edge(&mut src, &mut dst);
-            }
-
-            let id_bytes = bincode::serialize(&(src, dst))?;
-            let names_bytes = to_vec(&prop)?;
-            let _value = self.edge_property.set(id_bytes, names_bytes)?;
-        }
-        self.edge_property.flush()?;
-
-        Ok(())
+        let props = props.into_iter().map(|x| (x.0, to_vec(&x.1).unwrap()));
+        self.extend_edge_raw(props)
     }
     fn insert_node_raw(
         &mut self,

From caab67083c32480ec7c3cc5ba1485e78d2c8929a Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Thu, 25 Apr 2019 21:56:22 +1000
Subject: [PATCH 174/391] use AsPef<Path> in SledProp

---
 src/property/cached_property.rs | 10 +++++-----
 src/property/sled_property.rs   | 25 ++++++++++++-------------
 2 files changed, 17 insertions(+), 18 deletions(-)

diff --git a/src/property/cached_property.rs b/src/property/cached_property.rs
index ae5e3fd6..e5d257a6 100644
--- a/src/property/cached_property.rs
+++ b/src/property/cached_property.rs
@@ -18,7 +18,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-use std::hash::BuildHasher;
+
 use std::mem::swap;
 
 use hashbrown::HashMap;
@@ -227,7 +227,9 @@ impl<Id: IdType> PropertyGraph<Id> for CachedProperty<Id> {
         &mut self,
         props: I,
     ) -> Result<(), PropertyError> {
-        let props = props.into_iter().map(|x| (x.0, from_slice(&(x.1)).unwrap()));
+        let props = props
+            .into_iter()
+            .map(|x| (x.0, from_slice(&(x.1)).unwrap()));
         self.extend_node_property(props)
     }
 
@@ -243,8 +245,8 @@ impl<Id: IdType> PropertyGraph<Id> for CachedProperty<Id> {
 #[cfg(test)]
 mod test {
     use super::*;
-    use serde_json::json;
     use serde_cbor::to_vec;
+    use serde_json::json;
 
     #[test]
     fn test_undirected() {
@@ -345,7 +347,6 @@ mod test {
         assert_eq!(graph.get_edge_property_all(1, 0).unwrap(), None);
     }
 
-
     #[test]
     fn test_insert_raw_node() {
         let mut node_property = HashMap::new();
@@ -386,7 +387,6 @@ mod test {
         assert_eq!(Some(json!({"length":"5"})), edge_property);
     }
 
-
     #[test]
     fn test_extend_raw_node() {
         let mut node_property = HashMap::new();
diff --git a/src/property/sled_property.rs b/src/property/sled_property.rs
index c5ed151c..c6d9b1e1 100644
--- a/src/property/sled_property.rs
+++ b/src/property/sled_property.rs
@@ -41,9 +41,9 @@ pub struct SledProperty {
 }
 
 impl SledProperty {
-    pub fn new(
-        node_path: &Path,
-        edge_path: &Path,
+    pub fn new<P: AsRef<Path>>(
+        node_path: P,
+        edge_path: P,
         is_directed: bool,
     ) -> Result<Self, PropertyError> {
         Ok(SledProperty {
@@ -53,9 +53,9 @@ impl SledProperty {
         })
     }
 
-    pub fn with_data<Id: IdType + Serialize, N, E>(
-        node_path: &Path,
-        edge_path: &Path,
+    pub fn with_data<Id: IdType + Serialize, N, E, P: AsRef<Path>>(
+        node_path: P,
+        edge_path: P,
         node_property: N,
         edge_property: E,
         is_directed: bool,
@@ -64,8 +64,8 @@ impl SledProperty {
         N: Iterator<Item = (Id, JsonValue)>,
         E: Iterator<Item = ((Id, Id), JsonValue)>,
     {
-        let node_config = ConfigBuilder::default().path(node_path.to_owned()).build();
-        let edge_config = ConfigBuilder::default().path(edge_path.to_owned()).build();
+        let node_config = ConfigBuilder::default().path(node_path).build();
+        let edge_config = ConfigBuilder::default().path(edge_path).build();
 
         let node_tree = Tree::start(node_config.clone())?;
         let edge_tree = Tree::start(edge_config.clone())?;
@@ -459,7 +459,7 @@ mod test {
             edge_property.into_iter(),
             false,
         )
-            .unwrap();
+        .unwrap();
 
         let new_prop = json!({"name":"jack"});
         let raw_prop = to_vec(&new_prop).unwrap();
@@ -492,7 +492,7 @@ mod test {
             edge_property.into_iter(),
             false,
         )
-            .unwrap();
+        .unwrap();
 
         let new_prop = json!({"length":"5"});
         let raw_prop = to_vec(&new_prop).unwrap();
@@ -503,7 +503,6 @@ mod test {
         assert_eq!(Some(json!({"length":"5"})), edge_property);
     }
 
-
     #[test]
     fn test_extend_raw_node() {
         let mut node_property = HashMap::new();
@@ -526,7 +525,7 @@ mod test {
             edge_property.into_iter(),
             false,
         )
-            .unwrap();
+        .unwrap();
 
         let new_prop = json!({"name":"jack"});
         let raw_prop = to_vec(&new_prop).unwrap();
@@ -560,7 +559,7 @@ mod test {
             edge_property.into_iter(),
             false,
         )
-            .unwrap();
+        .unwrap();
 
         let new_prop = json!({"length":"15"});
         let raw_prop = to_vec(&new_prop).unwrap();

From e78fa0c7ce18613c6ee45ee34e4e3e23a127dba2 Mon Sep 17 00:00:00 2001
From: xiamaomaoyu <summerli1997@gmail.com>
Date: Sat, 27 Apr 2019 12:40:12 +1000
Subject: [PATCH 175/391] Added open function for sled db with readonly option

---
 src/property/sled_property.rs | 163 ++++++++++++++++++++++++++++++----
 1 file changed, 145 insertions(+), 18 deletions(-)

diff --git a/src/property/sled_property.rs b/src/property/sled_property.rs
index c6d9b1e1..f96011c6 100644
--- a/src/property/sled_property.rs
+++ b/src/property/sled_property.rs
@@ -19,6 +19,7 @@
  * under the License.
  */
 
+use std::collections::HashMap;
 use std::mem::swap;
 use std::path::Path;
 
@@ -29,7 +30,6 @@ use serde_json::to_value;
 use serde_json::Value as JsonValue;
 use sled::ConfigBuilder;
 use sled::Db as Tree;
-use std::collections::HashMap;
 
 use generic::IdType;
 use property::{PropertyError, PropertyGraph};
@@ -46,9 +46,37 @@ impl SledProperty {
         edge_path: P,
         is_directed: bool,
     ) -> Result<Self, PropertyError> {
+        let node_tree = Tree::start_default(node_path)?;
+        let edge_tree = Tree::start_default(edge_path)?;
+
+        node_tree.clear()?;
+        edge_tree.clear()?;
+
+        node_tree.flush()?;
+        edge_tree.flush()?;
+
+        Ok(SledProperty {
+            node_property: node_tree,
+            edge_property: edge_tree,
+            is_directed,
+        })
+    }
+
+    pub fn open<P: AsRef<Path>>(
+        node_path: P,
+        edge_path: P,
+        is_directed: bool,
+        read_only: bool,
+    ) -> Result<Self, PropertyError> {
+        let node_config = ConfigBuilder::default().path(node_path).read_only(read_only).build();
+        let edge_config = ConfigBuilder::default().path(edge_path).read_only(read_only).build();
+
+        let node_tree = Tree::start(node_config.clone())?;
+        let edge_tree = Tree::start(edge_config.clone())?;
+
         Ok(SledProperty {
-            node_property: Tree::start_default(node_path)?,
-            edge_property: Tree::start_default(edge_path)?,
+            node_property: node_tree,
+            edge_property: edge_tree,
             is_directed,
         })
     }
@@ -60,15 +88,19 @@ impl SledProperty {
         edge_property: E,
         is_directed: bool,
     ) -> Result<Self, PropertyError>
-    where
-        N: Iterator<Item = (Id, JsonValue)>,
-        E: Iterator<Item = ((Id, Id), JsonValue)>,
+        where
+            N: Iterator<Item=(Id, JsonValue)>,
+            E: Iterator<Item=((Id, Id), JsonValue)>,
     {
         let node_config = ConfigBuilder::default().path(node_path).build();
         let edge_config = ConfigBuilder::default().path(edge_path).build();
 
         let node_tree = Tree::start(node_config.clone())?;
         let edge_tree = Tree::start(edge_config.clone())?;
+
+        node_tree.clear()?;
+        edge_tree.clear()?;
+
         for (id, names) in node_property {
             let id_bytes = bincode::serialize(&id)?;
             let names_bytes = to_vec(&names)?;
@@ -212,7 +244,7 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
         self.insert_edge_raw(src, dst, names_bytes)
     }
 
-    fn extend_node_property<I: IntoIterator<Item = (Id, JsonValue)>>(
+    fn extend_node_property<I: IntoIterator<Item=(Id, JsonValue)>>(
         &mut self,
         props: I,
     ) -> Result<(), PropertyError> {
@@ -220,7 +252,7 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
         self.extend_node_raw(props)
     }
 
-    fn extend_edge_property<I: IntoIterator<Item = ((Id, Id), JsonValue)>>(
+    fn extend_edge_property<I: IntoIterator<Item=((Id, Id), JsonValue)>>(
         &mut self,
         props: I,
     ) -> Result<(), PropertyError> {
@@ -268,7 +300,7 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
         }
     }
 
-    fn extend_node_raw<I: IntoIterator<Item = (Id, Vec<u8>)>>(
+    fn extend_node_raw<I: IntoIterator<Item=(Id, Vec<u8>)>>(
         &mut self,
         props: I,
     ) -> Result<(), PropertyError> {
@@ -281,7 +313,7 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
         Ok(())
     }
 
-    fn extend_edge_raw<I: IntoIterator<Item = ((Id, Id), Vec<u8>)>>(
+    fn extend_edge_raw<I: IntoIterator<Item=((Id, Id), Vec<u8>)>>(
         &mut self,
         props: I,
     ) -> Result<(), PropertyError> {
@@ -302,10 +334,12 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
 
 #[cfg(test)]
 mod test {
-    use super::*;
-    use serde_json::json;
     use std::collections::HashMap;
 
+    use serde_json::json;
+
+    use super::*;
+
     extern crate tempdir;
 
     #[test]
@@ -353,7 +387,7 @@ mod test {
             edge_property.into_iter(),
             false,
         )
-        .unwrap();
+            .unwrap();
         assert_eq!(
             graph
                 .get_node_property(0u32, vec!["age".to_owned()])
@@ -432,7 +466,7 @@ mod test {
             edge_property.into_iter(),
             false,
         )
-        .unwrap();
+            .unwrap();
         let edge_property = graph.get_edge_property_all(1u32, 0u32).unwrap();
         assert_eq!(Some(json!({})), edge_property);
     }
@@ -459,7 +493,7 @@ mod test {
             edge_property.into_iter(),
             false,
         )
-        .unwrap();
+            .unwrap();
 
         let new_prop = json!({"name":"jack"});
         let raw_prop = to_vec(&new_prop).unwrap();
@@ -492,7 +526,7 @@ mod test {
             edge_property.into_iter(),
             false,
         )
-        .unwrap();
+            .unwrap();
 
         let new_prop = json!({"length":"5"});
         let raw_prop = to_vec(&new_prop).unwrap();
@@ -525,7 +559,7 @@ mod test {
             edge_property.into_iter(),
             false,
         )
-        .unwrap();
+            .unwrap();
 
         let new_prop = json!({"name":"jack"});
         let raw_prop = to_vec(&new_prop).unwrap();
@@ -559,7 +593,7 @@ mod test {
             edge_property.into_iter(),
             false,
         )
-        .unwrap();
+            .unwrap();
 
         let new_prop = json!({"length":"15"});
         let raw_prop = to_vec(&new_prop).unwrap();
@@ -570,4 +604,97 @@ mod test {
 
         assert_eq!(Some(json!({"length":"15"})), edge_property);
     }
+
+    #[test]
+    fn test_create_new_sled() {
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        {
+            let mut graph0 = SledProperty::new(
+                node_path,
+                edge_path,
+                false,
+            ).unwrap();
+
+            graph0.insert_node_property(0u32, json!({"name": "jack"})).unwrap();
+
+            assert_eq!(graph0.get_node_property_all(0u32).unwrap(), Some(json!({"name": "jack"})));
+        }
+
+        let graph1 = SledProperty::new(
+            node_path,
+            edge_path,
+            false,
+        ).unwrap();
+
+        assert_eq!(graph1.get_node_property_all(0u32).unwrap(), None);
+    }
+
+    #[test]
+    fn test_open_writable_sled() {
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        {
+            let mut graph0 = SledProperty::new(
+                node_path,
+                edge_path,
+                false,
+            ).unwrap();
+
+            graph0.insert_node_property(0u32, json!({"name": "jack"})).unwrap();
+
+            assert_eq!(graph0.get_node_property_all(0u32).unwrap(), Some(json!({"name": "jack"})));
+        }
+
+        let mut graph1 = SledProperty::open(
+            node_path,
+            edge_path,
+            false,
+            false
+        ).unwrap();
+        assert_eq!(graph1.get_node_property_all(0u32).unwrap(), Some(json!({"name": "jack"})));
+
+        graph1.insert_node_property(1u32, json!({"name": "tom"})).unwrap();
+        assert_eq!(graph1.get_node_property_all(1u32).unwrap(), Some(json!({"name": "tom"})));
+    }
+
+    #[test]
+    fn test_open_readonly_sled() {
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        {
+            let mut graph0 = SledProperty::new(
+                node_path,
+                edge_path,
+                false,
+            ).unwrap();
+
+            graph0.insert_node_property(0u32, json!({"name": "jack"})).unwrap();
+
+            assert_eq!(graph0.get_node_property_all(0u32).unwrap(), Some(json!({"name": "jack"})));
+        }
+
+        let mut graph1 = SledProperty::open(
+            node_path,
+            edge_path,
+            false,
+            true
+        ).unwrap();
+        assert_eq!(graph1.get_node_property_all(0u32).unwrap(), Some(json!({"name": "jack"})));
+
+        let err = graph1.insert_node_property(1u32, json!({"name": "tom"})).is_err();
+        assert_eq!(err, true);
+    }
 }

From 0690f9551b0342c235682844d036427a6524ca9a Mon Sep 17 00:00:00 2001
From: xiamaomaoyu <summerli1997@gmail.com>
Date: Sat, 27 Apr 2019 13:08:06 +1000
Subject: [PATCH 176/391] Added compression option for opening sled

---
 src/property/sled_property.rs | 81 +++++++++++++++++++++++++++++++++--
 1 file changed, 78 insertions(+), 3 deletions(-)

diff --git a/src/property/sled_property.rs b/src/property/sled_property.rs
index f96011c6..1ed4c3f5 100644
--- a/src/property/sled_property.rs
+++ b/src/property/sled_property.rs
@@ -67,9 +67,12 @@ impl SledProperty {
         edge_path: P,
         is_directed: bool,
         read_only: bool,
+        is_compressed: bool,
     ) -> Result<Self, PropertyError> {
-        let node_config = ConfigBuilder::default().path(node_path).read_only(read_only).build();
-        let edge_config = ConfigBuilder::default().path(edge_path).read_only(read_only).build();
+        let node_config = ConfigBuilder::default().path(node_path).read_only(read_only)
+            .use_compression(is_compressed).build();
+        let edge_config = ConfigBuilder::default().path(edge_path).read_only(read_only)
+            .use_compression(is_compressed).build();
 
         let node_tree = Tree::start(node_config.clone())?;
         let edge_tree = Tree::start(edge_config.clone())?;
@@ -658,7 +661,8 @@ mod test {
             node_path,
             edge_path,
             false,
-            false
+            false,
+            true
         ).unwrap();
         assert_eq!(graph1.get_node_property_all(0u32).unwrap(), Some(json!({"name": "jack"})));
 
@@ -690,6 +694,7 @@ mod test {
             node_path,
             edge_path,
             false,
+            true,
             true
         ).unwrap();
         assert_eq!(graph1.get_node_property_all(0u32).unwrap(), Some(json!({"name": "jack"})));
@@ -697,4 +702,74 @@ mod test {
         let err = graph1.insert_node_property(1u32, json!({"name": "tom"})).is_err();
         assert_eq!(err, true);
     }
+
+    #[test]
+    fn test_open_compressed_sled_with_compression() {
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        {
+            let mut graph0 = SledProperty::open(
+                node_path,
+                edge_path,
+                false,
+                false,
+                true
+            ).unwrap();
+
+            graph0.insert_node_property(0u32, json!({"name": "jack"})).unwrap();
+
+            assert_eq!(graph0.get_node_property_all(0u32).unwrap(), Some(json!({"name": "jack"})));
+        }
+
+        let mut graph1 = SledProperty::open(
+            node_path,
+            edge_path,
+            false,
+            false,
+            true
+        ).unwrap();
+        assert_eq!(graph1.get_node_property_all(0u32).unwrap(), Some(json!({"name": "jack"})));
+
+        graph1.insert_node_property(1u32, json!({"name": "tom"})).unwrap();
+        assert_eq!(graph1.get_node_property_all(1u32).unwrap(), Some(json!({"name": "tom"})));
+    }
+
+
+    #[test]
+    #[should_panic]
+    fn test_open_compressed_sled_without_compression() {
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        {
+            let mut graph0 = SledProperty::open(
+                node_path,
+                edge_path,
+                false,
+                false,
+                true
+            ).unwrap();
+
+            graph0.insert_node_property(0u32, json!({"name": "jack"})).unwrap();
+
+            assert_eq!(graph0.get_node_property_all(0u32).unwrap(), Some(json!({"name": "jack"})));
+        }
+
+        let err = SledProperty::open(
+            node_path,
+            edge_path,
+            false,
+            false,
+            false
+        ).is_err();
+
+        assert_eq!(err, true);
+    }
 }

From 959ddb5c27fc96e94eeb791fc242fbb9116d07a3 Mon Sep 17 00:00:00 2001
From: xiamaomaoyu <summerli1997@gmail.com>
Date: Sat, 27 Apr 2019 13:32:48 +1000
Subject: [PATCH 177/391] Added snapshot flag to disable it

---
 src/property/sled_property.rs | 92 +++++++++++++++++++++++++++--------
 1 file changed, 71 insertions(+), 21 deletions(-)

diff --git a/src/property/sled_property.rs b/src/property/sled_property.rs
index 1ed4c3f5..0a56e65e 100644
--- a/src/property/sled_property.rs
+++ b/src/property/sled_property.rs
@@ -68,11 +68,20 @@ impl SledProperty {
         is_directed: bool,
         read_only: bool,
         is_compressed: bool,
+        disable_snapshot: bool,
     ) -> Result<Self, PropertyError> {
-        let node_config = ConfigBuilder::default().path(node_path).read_only(read_only)
-            .use_compression(is_compressed).build();
-        let edge_config = ConfigBuilder::default().path(edge_path).read_only(read_only)
-            .use_compression(is_compressed).build();
+        let mut node_config = ConfigBuilder::default().path(node_path).read_only(read_only)
+            .use_compression(is_compressed);
+        let mut edge_config = ConfigBuilder::default().path(edge_path).read_only(read_only)
+            .use_compression(is_compressed);
+
+        if disable_snapshot {
+            node_config = node_config.snapshot_path(None).snapshot_after_ops(usize::max_value());
+            edge_config = edge_config.snapshot_path(None).snapshot_after_ops(usize::max_value());
+        }
+
+        let node_config = node_config.build();
+        let edge_config = edge_config.build();
 
         let node_tree = Tree::start(node_config.clone())?;
         let edge_tree = Tree::start(edge_config.clone())?;
@@ -662,7 +671,8 @@ mod test {
             edge_path,
             false,
             false,
-            true
+            true,
+            false,
         ).unwrap();
         assert_eq!(graph1.get_node_property_all(0u32).unwrap(), Some(json!({"name": "jack"})));
 
@@ -695,7 +705,8 @@ mod test {
             edge_path,
             false,
             true,
-            true
+            true,
+            false,
         ).unwrap();
         assert_eq!(graph1.get_node_property_all(0u32).unwrap(), Some(json!({"name": "jack"})));
 
@@ -704,7 +715,46 @@ mod test {
     }
 
     #[test]
-    fn test_open_compressed_sled_with_compression() {
+fn test_open_compressed_sled_with_compression() {
+    let node = tempdir::TempDir::new("node").unwrap();
+    let edge = tempdir::TempDir::new("edge").unwrap();
+
+    let node_path = node.path();
+    let edge_path = edge.path();
+
+    {
+        let mut graph0 = SledProperty::open(
+            node_path,
+            edge_path,
+            false,
+            false,
+            true,
+            false
+        ).unwrap();
+
+        graph0.insert_node_property(0u32, json!({"name": "jack"})).unwrap();
+
+        assert_eq!(graph0.get_node_property_all(0u32).unwrap(), Some(json!({"name": "jack"})));
+    }
+
+    let mut graph1 = SledProperty::open(
+        node_path,
+        edge_path,
+        false,
+        false,
+        true,
+        false
+    ).unwrap();
+    assert_eq!(graph1.get_node_property_all(0u32).unwrap(), Some(json!({"name": "jack"})));
+
+    graph1.insert_node_property(1u32, json!({"name": "tom"})).unwrap();
+    assert_eq!(graph1.get_node_property_all(1u32).unwrap(), Some(json!({"name": "tom"})));
+}
+
+
+    #[test]
+    #[should_panic]
+    fn test_open_compressed_sled_without_compression() {
         let node = tempdir::TempDir::new("node").unwrap();
         let edge = tempdir::TempDir::new("edge").unwrap();
 
@@ -717,7 +767,8 @@ mod test {
                 edge_path,
                 false,
                 false,
-                true
+                true,
+                false
             ).unwrap();
 
             graph0.insert_node_property(0u32, json!({"name": "jack"})).unwrap();
@@ -725,23 +776,20 @@ mod test {
             assert_eq!(graph0.get_node_property_all(0u32).unwrap(), Some(json!({"name": "jack"})));
         }
 
-        let mut graph1 = SledProperty::open(
+        let err = SledProperty::open(
             node_path,
             edge_path,
             false,
             false,
-            true
-        ).unwrap();
-        assert_eq!(graph1.get_node_property_all(0u32).unwrap(), Some(json!({"name": "jack"})));
+            false,
+            false
+        ).is_err();
 
-        graph1.insert_node_property(1u32, json!({"name": "tom"})).unwrap();
-        assert_eq!(graph1.get_node_property_all(1u32).unwrap(), Some(json!({"name": "tom"})));
+        assert_eq!(err, true);
     }
 
-
     #[test]
-    #[should_panic]
-    fn test_open_compressed_sled_without_compression() {
+    fn test_open_sled_disable_snapshot() {
         let node = tempdir::TempDir::new("node").unwrap();
         let edge = tempdir::TempDir::new("edge").unwrap();
 
@@ -754,6 +802,7 @@ mod test {
                 edge_path,
                 false,
                 false,
+                true,
                 true
             ).unwrap();
 
@@ -762,14 +811,15 @@ mod test {
             assert_eq!(graph0.get_node_property_all(0u32).unwrap(), Some(json!({"name": "jack"})));
         }
 
-        let err = SledProperty::open(
+        let graph1 = SledProperty::open(
             node_path,
             edge_path,
             false,
             false,
-            false
-        ).is_err();
+            true,
+            true
+        ).unwrap();
 
-        assert_eq!(err, true);
+        assert_eq!(graph1.get_node_property_all(0u32).unwrap(), Some(json!({"name": "jack"})));
     }
 }

From 98e490843720864f312e62d98344151db72af9cb Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Sat, 27 Apr 2019 20:09:11 +1000
Subject: [PATCH 178/391] add compression and no_logs to sled

---
 Cargo.toml                    |   2 +-
 src/property/sled_property.rs | 265 +++++++++++++++++-----------------
 2 files changed, 131 insertions(+), 136 deletions(-)

diff --git a/Cargo.toml b/Cargo.toml
index 17b3133d..073541db 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -19,7 +19,7 @@ bincode = "1.0.1"
 log = "0.4"
 csv = "1"
 counter = "0.4.3"
-sled = "0.17.4"
+sled = { version = "0.17.4", features = ["compression","no_logs"] }
 serde_cbor = "0.9.0"
 regex =  "1"
 fixedbitset = "0.1.9"
diff --git a/src/property/sled_property.rs b/src/property/sled_property.rs
index 0a56e65e..eccf1992 100644
--- a/src/property/sled_property.rs
+++ b/src/property/sled_property.rs
@@ -70,14 +70,22 @@ impl SledProperty {
         is_compressed: bool,
         disable_snapshot: bool,
     ) -> Result<Self, PropertyError> {
-        let mut node_config = ConfigBuilder::default().path(node_path).read_only(read_only)
+        let mut node_config = ConfigBuilder::default()
+            .path(node_path)
+            .read_only(read_only)
             .use_compression(is_compressed);
-        let mut edge_config = ConfigBuilder::default().path(edge_path).read_only(read_only)
+        let mut edge_config = ConfigBuilder::default()
+            .path(edge_path)
+            .read_only(read_only)
             .use_compression(is_compressed);
 
         if disable_snapshot {
-            node_config = node_config.snapshot_path(None).snapshot_after_ops(usize::max_value());
-            edge_config = edge_config.snapshot_path(None).snapshot_after_ops(usize::max_value());
+            node_config = node_config
+                .snapshot_path(None)
+                .snapshot_after_ops(usize::max_value());
+            edge_config = edge_config
+                .snapshot_path(None)
+                .snapshot_after_ops(usize::max_value());
         }
 
         let node_config = node_config.build();
@@ -100,9 +108,9 @@ impl SledProperty {
         edge_property: E,
         is_directed: bool,
     ) -> Result<Self, PropertyError>
-        where
-            N: Iterator<Item=(Id, JsonValue)>,
-            E: Iterator<Item=((Id, Id), JsonValue)>,
+    where
+        N: Iterator<Item = (Id, JsonValue)>,
+        E: Iterator<Item = ((Id, Id), JsonValue)>,
     {
         let node_config = ConfigBuilder::default().path(node_path).build();
         let edge_config = ConfigBuilder::default().path(edge_path).build();
@@ -256,7 +264,7 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
         self.insert_edge_raw(src, dst, names_bytes)
     }
 
-    fn extend_node_property<I: IntoIterator<Item=(Id, JsonValue)>>(
+    fn extend_node_property<I: IntoIterator<Item = (Id, JsonValue)>>(
         &mut self,
         props: I,
     ) -> Result<(), PropertyError> {
@@ -264,7 +272,7 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
         self.extend_node_raw(props)
     }
 
-    fn extend_edge_property<I: IntoIterator<Item=((Id, Id), JsonValue)>>(
+    fn extend_edge_property<I: IntoIterator<Item = ((Id, Id), JsonValue)>>(
         &mut self,
         props: I,
     ) -> Result<(), PropertyError> {
@@ -312,7 +320,7 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
         }
     }
 
-    fn extend_node_raw<I: IntoIterator<Item=(Id, Vec<u8>)>>(
+    fn extend_node_raw<I: IntoIterator<Item = (Id, Vec<u8>)>>(
         &mut self,
         props: I,
     ) -> Result<(), PropertyError> {
@@ -325,7 +333,7 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
         Ok(())
     }
 
-    fn extend_edge_raw<I: IntoIterator<Item=((Id, Id), Vec<u8>)>>(
+    fn extend_edge_raw<I: IntoIterator<Item = ((Id, Id), Vec<u8>)>>(
         &mut self,
         props: I,
     ) -> Result<(), PropertyError> {
@@ -399,7 +407,7 @@ mod test {
             edge_property.into_iter(),
             false,
         )
-            .unwrap();
+        .unwrap();
         assert_eq!(
             graph
                 .get_node_property(0u32, vec!["age".to_owned()])
@@ -478,7 +486,7 @@ mod test {
             edge_property.into_iter(),
             false,
         )
-            .unwrap();
+        .unwrap();
         let edge_property = graph.get_edge_property_all(1u32, 0u32).unwrap();
         assert_eq!(Some(json!({})), edge_property);
     }
@@ -505,7 +513,7 @@ mod test {
             edge_property.into_iter(),
             false,
         )
-            .unwrap();
+        .unwrap();
 
         let new_prop = json!({"name":"jack"});
         let raw_prop = to_vec(&new_prop).unwrap();
@@ -538,7 +546,7 @@ mod test {
             edge_property.into_iter(),
             false,
         )
-            .unwrap();
+        .unwrap();
 
         let new_prop = json!({"length":"5"});
         let raw_prop = to_vec(&new_prop).unwrap();
@@ -571,7 +579,7 @@ mod test {
             edge_property.into_iter(),
             false,
         )
-            .unwrap();
+        .unwrap();
 
         let new_prop = json!({"name":"jack"});
         let raw_prop = to_vec(&new_prop).unwrap();
@@ -605,7 +613,7 @@ mod test {
             edge_property.into_iter(),
             false,
         )
-            .unwrap();
+        .unwrap();
 
         let new_prop = json!({"length":"15"});
         let raw_prop = to_vec(&new_prop).unwrap();
@@ -626,22 +634,19 @@ mod test {
         let edge_path = edge.path();
 
         {
-            let mut graph0 = SledProperty::new(
-                node_path,
-                edge_path,
-                false,
-            ).unwrap();
+            let mut graph0 = SledProperty::new(node_path, edge_path, false).unwrap();
 
-            graph0.insert_node_property(0u32, json!({"name": "jack"})).unwrap();
+            graph0
+                .insert_node_property(0u32, json!({"name": "jack"}))
+                .unwrap();
 
-            assert_eq!(graph0.get_node_property_all(0u32).unwrap(), Some(json!({"name": "jack"})));
+            assert_eq!(
+                graph0.get_node_property_all(0u32).unwrap(),
+                Some(json!({"name": "jack"}))
+            );
         }
 
-        let graph1 = SledProperty::new(
-            node_path,
-            edge_path,
-            false,
-        ).unwrap();
+        let graph1 = SledProperty::new(node_path, edge_path, false).unwrap();
 
         assert_eq!(graph1.get_node_property_all(0u32).unwrap(), None);
     }
@@ -655,29 +660,32 @@ mod test {
         let edge_path = edge.path();
 
         {
-            let mut graph0 = SledProperty::new(
-                node_path,
-                edge_path,
-                false,
-            ).unwrap();
+            let mut graph0 = SledProperty::new(node_path, edge_path, false).unwrap();
 
-            graph0.insert_node_property(0u32, json!({"name": "jack"})).unwrap();
+            graph0
+                .insert_node_property(0u32, json!({"name": "jack"}))
+                .unwrap();
 
-            assert_eq!(graph0.get_node_property_all(0u32).unwrap(), Some(json!({"name": "jack"})));
+            assert_eq!(
+                graph0.get_node_property_all(0u32).unwrap(),
+                Some(json!({"name": "jack"}))
+            );
         }
 
-        let mut graph1 = SledProperty::open(
-            node_path,
-            edge_path,
-            false,
-            false,
-            true,
-            false,
-        ).unwrap();
-        assert_eq!(graph1.get_node_property_all(0u32).unwrap(), Some(json!({"name": "jack"})));
+        let mut graph1 =
+            SledProperty::open(node_path, edge_path, false, false, true, false).unwrap();
+        assert_eq!(
+            graph1.get_node_property_all(0u32).unwrap(),
+            Some(json!({"name": "jack"}))
+        );
 
-        graph1.insert_node_property(1u32, json!({"name": "tom"})).unwrap();
-        assert_eq!(graph1.get_node_property_all(1u32).unwrap(), Some(json!({"name": "tom"})));
+        graph1
+            .insert_node_property(1u32, json!({"name": "tom"}))
+            .unwrap();
+        assert_eq!(
+            graph1.get_node_property_all(1u32).unwrap(),
+            Some(json!({"name": "tom"}))
+        );
     }
 
     #[test]
@@ -689,68 +697,68 @@ mod test {
         let edge_path = edge.path();
 
         {
-            let mut graph0 = SledProperty::new(
-                node_path,
-                edge_path,
-                false,
-            ).unwrap();
+            let mut graph0 = SledProperty::new(node_path, edge_path, false).unwrap();
 
-            graph0.insert_node_property(0u32, json!({"name": "jack"})).unwrap();
+            graph0
+                .insert_node_property(0u32, json!({"name": "jack"}))
+                .unwrap();
 
-            assert_eq!(graph0.get_node_property_all(0u32).unwrap(), Some(json!({"name": "jack"})));
+            assert_eq!(
+                graph0.get_node_property_all(0u32).unwrap(),
+                Some(json!({"name": "jack"}))
+            );
         }
 
-        let mut graph1 = SledProperty::open(
-            node_path,
-            edge_path,
-            false,
-            true,
-            true,
-            false,
-        ).unwrap();
-        assert_eq!(graph1.get_node_property_all(0u32).unwrap(), Some(json!({"name": "jack"})));
+        let mut graph1 =
+            SledProperty::open(node_path, edge_path, false, true, true, false).unwrap();
+        assert_eq!(
+            graph1.get_node_property_all(0u32).unwrap(),
+            Some(json!({"name": "jack"}))
+        );
 
-        let err = graph1.insert_node_property(1u32, json!({"name": "tom"})).is_err();
+        let err = graph1
+            .insert_node_property(1u32, json!({"name": "tom"}))
+            .is_err();
         assert_eq!(err, true);
     }
 
     #[test]
-fn test_open_compressed_sled_with_compression() {
-    let node = tempdir::TempDir::new("node").unwrap();
-    let edge = tempdir::TempDir::new("edge").unwrap();
+    fn test_open_compressed_sled_with_compression() {
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
 
-    let node_path = node.path();
-    let edge_path = edge.path();
+        let node_path = node.path();
+        let edge_path = edge.path();
 
-    {
-        let mut graph0 = SledProperty::open(
-            node_path,
-            edge_path,
-            false,
-            false,
-            true,
-            false
-        ).unwrap();
+        {
+            let mut graph0 =
+                SledProperty::open(node_path, edge_path, false, false, true, false).unwrap();
 
-        graph0.insert_node_property(0u32, json!({"name": "jack"})).unwrap();
+            graph0
+                .insert_node_property(0u32, json!({"name": "jack"}))
+                .unwrap();
 
-        assert_eq!(graph0.get_node_property_all(0u32).unwrap(), Some(json!({"name": "jack"})));
-    }
+            assert_eq!(
+                graph0.get_node_property_all(0u32).unwrap(),
+                Some(json!({"name": "jack"}))
+            );
+        }
 
-    let mut graph1 = SledProperty::open(
-        node_path,
-        edge_path,
-        false,
-        false,
-        true,
-        false
-    ).unwrap();
-    assert_eq!(graph1.get_node_property_all(0u32).unwrap(), Some(json!({"name": "jack"})));
-
-    graph1.insert_node_property(1u32, json!({"name": "tom"})).unwrap();
-    assert_eq!(graph1.get_node_property_all(1u32).unwrap(), Some(json!({"name": "tom"})));
-}
+        let mut graph1 =
+            SledProperty::open(node_path, edge_path, false, false, true, false).unwrap();
+        assert_eq!(
+            graph1.get_node_property_all(0u32).unwrap(),
+            Some(json!({"name": "jack"}))
+        );
 
+        graph1
+            .insert_node_property(1u32, json!({"name": "tom"}))
+            .unwrap();
+        assert_eq!(
+            graph1.get_node_property_all(1u32).unwrap(),
+            Some(json!({"name": "tom"}))
+        );
+    }
 
     #[test]
     #[should_panic]
@@ -762,28 +770,20 @@ fn test_open_compressed_sled_with_compression() {
         let edge_path = edge.path();
 
         {
-            let mut graph0 = SledProperty::open(
-                node_path,
-                edge_path,
-                false,
-                false,
-                true,
-                false
-            ).unwrap();
-
-            graph0.insert_node_property(0u32, json!({"name": "jack"})).unwrap();
-
-            assert_eq!(graph0.get_node_property_all(0u32).unwrap(), Some(json!({"name": "jack"})));
+            let mut graph0 =
+                SledProperty::open(node_path, edge_path, false, false, true, false).unwrap();
+
+            graph0
+                .insert_node_property(0u32, json!({"name": "jack"}))
+                .unwrap();
+
+            assert_eq!(
+                graph0.get_node_property_all(0u32).unwrap(),
+                Some(json!({"name": "jack"}))
+            );
         }
 
-        let err = SledProperty::open(
-            node_path,
-            edge_path,
-            false,
-            false,
-            false,
-            false
-        ).is_err();
+        let err = SledProperty::open(node_path, edge_path, false, false, false, false).is_err();
 
         assert_eq!(err, true);
     }
@@ -797,29 +797,24 @@ fn test_open_compressed_sled_with_compression() {
         let edge_path = edge.path();
 
         {
-            let mut graph0 = SledProperty::open(
-                node_path,
-                edge_path,
-                false,
-                false,
-                true,
-                true
-            ).unwrap();
-
-            graph0.insert_node_property(0u32, json!({"name": "jack"})).unwrap();
-
-            assert_eq!(graph0.get_node_property_all(0u32).unwrap(), Some(json!({"name": "jack"})));
+            let mut graph0 =
+                SledProperty::open(node_path, edge_path, false, false, true, true).unwrap();
+
+            graph0
+                .insert_node_property(0u32, json!({"name": "jack"}))
+                .unwrap();
+
+            assert_eq!(
+                graph0.get_node_property_all(0u32).unwrap(),
+                Some(json!({"name": "jack"}))
+            );
         }
 
-        let graph1 = SledProperty::open(
-            node_path,
-            edge_path,
-            false,
-            false,
-            true,
-            true
-        ).unwrap();
+        let graph1 = SledProperty::open(node_path, edge_path, false, false, true, true).unwrap();
 
-        assert_eq!(graph1.get_node_property_all(0u32).unwrap(), Some(json!({"name": "jack"})));
+        assert_eq!(
+            graph1.get_node_property_all(0u32).unwrap(),
+            Some(json!({"name": "jack"}))
+        );
     }
 }

From 9fd8c025101f28a581491b5ef0a489b7c987bb37 Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Sat, 27 Apr 2019 20:13:51 +1000
Subject: [PATCH 179/391] remove no_log

---
 Cargo.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Cargo.toml b/Cargo.toml
index 073541db..30c3a620 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -19,7 +19,7 @@ bincode = "1.0.1"
 log = "0.4"
 csv = "1"
 counter = "0.4.3"
-sled = { version = "0.17.4", features = ["compression","no_logs"] }
+sled = { version = "0.17.4", features = ["compression"] }
 serde_cbor = "0.9.0"
 regex =  "1"
 fixedbitset = "0.1.9"

From 66bf9a4d6df3ef17322a1f50f973ee1c94285d0d Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Sat, 27 Apr 2019 20:43:56 +1000
Subject: [PATCH 180/391] update sled property

---
 Cargo.toml                    |  3 +-
 src/property/sled_property.rs | 55 +++++++++++------------------------
 2 files changed, 18 insertions(+), 40 deletions(-)

diff --git a/Cargo.toml b/Cargo.toml
index 30c3a620..93790059 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -27,10 +27,9 @@ hashbrown = {version = "0.2.0", features = ["serde"] }
 rayon = "1.0.3"
 serde_json = "1.0.39"
 fxhash = "0.2.1"
-tempdir = "0.3.7"
 
 [dev-dependencies]
 tempfile = "3.0.4"
 clap = "2.32.0"
 criterion = "0.2"
-
+tempdir = "0.3.7"
diff --git a/src/property/sled_property.rs b/src/property/sled_property.rs
index eccf1992..2ff00ced 100644
--- a/src/property/sled_property.rs
+++ b/src/property/sled_property.rs
@@ -67,32 +67,19 @@ impl SledProperty {
         edge_path: P,
         is_directed: bool,
         read_only: bool,
-        is_compressed: bool,
-        disable_snapshot: bool,
     ) -> Result<Self, PropertyError> {
-        let mut node_config = ConfigBuilder::default()
+        let node_config = ConfigBuilder::default()
             .path(node_path)
-            .read_only(read_only)
-            .use_compression(is_compressed);
-        let mut edge_config = ConfigBuilder::default()
+            .read_only(read_only);
+        let edge_config = ConfigBuilder::default()
             .path(edge_path)
-            .read_only(read_only)
-            .use_compression(is_compressed);
-
-        if disable_snapshot {
-            node_config = node_config
-                .snapshot_path(None)
-                .snapshot_after_ops(usize::max_value());
-            edge_config = edge_config
-                .snapshot_path(None)
-                .snapshot_after_ops(usize::max_value());
-        }
+            .read_only(read_only);
 
         let node_config = node_config.build();
         let edge_config = edge_config.build();
 
-        let node_tree = Tree::start(node_config.clone())?;
-        let edge_tree = Tree::start(edge_config.clone())?;
+        let node_tree = Tree::start(node_config)?;
+        let edge_tree = Tree::start(edge_config)?;
 
         Ok(SledProperty {
             node_property: node_tree,
@@ -354,13 +341,11 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
 
 #[cfg(test)]
 mod test {
-    use std::collections::HashMap;
-
-    use serde_json::json;
+    extern crate tempdir;
 
     use super::*;
-
-    extern crate tempdir;
+    use serde_json::json;
+    use std::collections::HashMap;
 
     #[test]
     fn test_undirected() {
@@ -672,8 +657,7 @@ mod test {
             );
         }
 
-        let mut graph1 =
-            SledProperty::open(node_path, edge_path, false, false, true, false).unwrap();
+        let mut graph1 = SledProperty::open(node_path, edge_path, false, false).unwrap();
         assert_eq!(
             graph1.get_node_property_all(0u32).unwrap(),
             Some(json!({"name": "jack"}))
@@ -709,8 +693,7 @@ mod test {
             );
         }
 
-        let mut graph1 =
-            SledProperty::open(node_path, edge_path, false, true, true, false).unwrap();
+        let mut graph1 = SledProperty::open(node_path, edge_path, false, true).unwrap();
         assert_eq!(
             graph1.get_node_property_all(0u32).unwrap(),
             Some(json!({"name": "jack"}))
@@ -731,8 +714,7 @@ mod test {
         let edge_path = edge.path();
 
         {
-            let mut graph0 =
-                SledProperty::open(node_path, edge_path, false, false, true, false).unwrap();
+            let mut graph0 = SledProperty::open(node_path, edge_path, false, false).unwrap();
 
             graph0
                 .insert_node_property(0u32, json!({"name": "jack"}))
@@ -744,8 +726,7 @@ mod test {
             );
         }
 
-        let mut graph1 =
-            SledProperty::open(node_path, edge_path, false, false, true, false).unwrap();
+        let mut graph1 = SledProperty::open(node_path, edge_path, false, false).unwrap();
         assert_eq!(
             graph1.get_node_property_all(0u32).unwrap(),
             Some(json!({"name": "jack"}))
@@ -770,8 +751,7 @@ mod test {
         let edge_path = edge.path();
 
         {
-            let mut graph0 =
-                SledProperty::open(node_path, edge_path, false, false, true, false).unwrap();
+            let mut graph0 = SledProperty::open(node_path, edge_path, false, false).unwrap();
 
             graph0
                 .insert_node_property(0u32, json!({"name": "jack"}))
@@ -783,7 +763,7 @@ mod test {
             );
         }
 
-        let err = SledProperty::open(node_path, edge_path, false, false, false, false).is_err();
+        let err = SledProperty::open(node_path, edge_path, false, false).is_err();
 
         assert_eq!(err, true);
     }
@@ -797,8 +777,7 @@ mod test {
         let edge_path = edge.path();
 
         {
-            let mut graph0 =
-                SledProperty::open(node_path, edge_path, false, false, true, true).unwrap();
+            let mut graph0 = SledProperty::open(node_path, edge_path, false, false).unwrap();
 
             graph0
                 .insert_node_property(0u32, json!({"name": "jack"}))
@@ -810,7 +789,7 @@ mod test {
             );
         }
 
-        let graph1 = SledProperty::open(node_path, edge_path, false, false, true, true).unwrap();
+        let graph1 = SledProperty::open(node_path, edge_path, false, false).unwrap();
 
         assert_eq!(
             graph1.get_node_property_all(0u32).unwrap(),

From e22b3ea4b838409ca34324138c6c576a72688849 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Wed, 1 May 2019 15:21:09 +1000
Subject: [PATCH 181/391] Added filter error displayment

---
 src/property/filter/node_property_filter.rs | 10 +++++++++-
 src/property/property_parser.rs             |  2 +-
 2 files changed, 10 insertions(+), 2 deletions(-)

diff --git a/src/property/filter/node_property_filter.rs b/src/property/filter/node_property_filter.rs
index a68e164d..faf3c1f5 100644
--- a/src/property/filter/node_property_filter.rs
+++ b/src/property/filter/node_property_filter.rs
@@ -32,7 +32,15 @@ pub fn filter_node<Id: IdType>(
     node_property_cache: &impl NodeCache<Id>,
     expression: Box<Expression>,
 ) -> bool {
-    get_node_filter_result(id, node_property_cache, expression).unwrap_or_default()
+    let result = get_node_filter_result(id, node_property_cache, expression);
+    if result.is_err() {
+        println!("node {:?} has error {:?}", id, result.err().unwrap());
+        false
+    } else {
+        let bool_result = result.unwrap();
+        println!("node {:?} got result {:?}", id, bool_result);
+        bool_result
+    }
 }
 
 pub fn get_node_filter_result<Id: IdType>(
diff --git a/src/property/property_parser.rs b/src/property/property_parser.rs
index 7d352b43..1e235ca8 100644
--- a/src/property/property_parser.rs
+++ b/src/property/property_parser.rs
@@ -36,7 +36,7 @@ pub fn parse_property_tree(
     HashMap<usize, Box<Expression>>,
     HashMap<(usize, usize), Box<Expression>>,
 ) {
-    // edge_id = (dst_id + 1) * count("node pattern") + (src_id)
+    // edge_id = (src_id + 1) * count("node pattern") + (dst_id)
     if cypher_tree.len() == 0 {
         panic!("The given cypher tree is empty");
     }

From 89d4ddb7c2bcdfde225cf3f70551145e6141b5fc Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Thu, 2 May 2019 13:31:46 +1000
Subject: [PATCH 182/391] Temproraily delete print statements for debugging

---
 src/property/filter/node_property_filter.rs | 4 ++--
 src/property/property_parser.rs             | 1 -
 2 files changed, 2 insertions(+), 3 deletions(-)

diff --git a/src/property/filter/node_property_filter.rs b/src/property/filter/node_property_filter.rs
index faf3c1f5..a5996e47 100644
--- a/src/property/filter/node_property_filter.rs
+++ b/src/property/filter/node_property_filter.rs
@@ -34,11 +34,11 @@ pub fn filter_node<Id: IdType>(
 ) -> bool {
     let result = get_node_filter_result(id, node_property_cache, expression);
     if result.is_err() {
-        println!("node {:?} has error {:?}", id, result.err().unwrap());
+//        println!("node {:?} has error {:?}", id, result.err().unwrap());
         false
     } else {
         let bool_result = result.unwrap();
-        println!("node {:?} got result {:?}", id, bool_result);
+//        println!("node {:?} got result {:?}", id, bool_result);
         bool_result
     }
 }
diff --git a/src/property/property_parser.rs b/src/property/property_parser.rs
index 1e235ca8..77965fcd 100644
--- a/src/property/property_parser.rs
+++ b/src/property/property_parser.rs
@@ -52,7 +52,6 @@ pub fn parse_property_tree(
     let mut edge_property = HashMap::new();
 
     for key in all_property.keys() {
-        println!("Current key is: {}", key);
         let id: usize = key.parse::<usize>().unwrap();
         if id < node_count {
             node_property.insert(id, all_property[key].clone());

From f99485eede15fd8a2f627115e77c4b0235f4bf79 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Thu, 2 May 2019 17:27:51 +1000
Subject: [PATCH 183/391] Optimised cypher parser

---
 src/property/filter/mod.rs      |   2 +-
 src/property/mod.rs             |   1 +
 src/property/property_parser.rs | 173 ++++++++++++++++----------------
 tests/cypher_tree/9.txt         |  37 +++++++
 tests/property_parser.rs        |   9 ++
 5 files changed, 136 insertions(+), 86 deletions(-)
 create mode 100644 tests/cypher_tree/9.txt

diff --git a/src/property/filter/mod.rs b/src/property/filter/mod.rs
index 97174ab9..6f1accda 100644
--- a/src/property/filter/mod.rs
+++ b/src/property/filter/mod.rs
@@ -51,7 +51,7 @@ pub use property::filter::node_property_filter::filter_node;
 pub use property::filter::predicate_expression::PredicateExpression;
 pub use property::filter::value_expression::{Const, Var};
 
-type PropertyResult<T> = Result<T, PropertyError>;
+pub type PropertyResult<T> = Result<T, PropertyError>;
 
 pub fn empty_expression() -> Box<Expression> {
     Box::new(Const::new(json!(true)))
diff --git a/src/property/mod.rs b/src/property/mod.rs
index f8e2290d..8c3f3240 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -108,6 +108,7 @@ pub enum PropertyError {
     EdgeNotFoundError,
     NodeNotFoundError,
     UnknownError,
+    CrossComparisonError,
 }
 
 impl From<sled::Error<()>> for PropertyError {
diff --git a/src/property/property_parser.rs b/src/property/property_parser.rs
index 77965fcd..900c1b01 100644
--- a/src/property/property_parser.rs
+++ b/src/property/property_parser.rs
@@ -29,6 +29,10 @@ use regex::Regex;
 use serde_json::json;
 use serde_json::Value as JsonValue;
 use std::time::Instant;
+use property::PropertyError;
+use property::filter::PropertyResult;
+use std::collections::HashSet;
+
 
 pub fn parse_property_tree(
     cypher_tree: Vec<String>,
@@ -90,12 +94,26 @@ pub fn parse_property(cypher_tree: Vec<&str>) -> HashMap<String, Box<Expression>
     println!("Collect all vars: {:?}", instant.elapsed());
 
     let instant = Instant::now();
+    let mut candidate_vars = HashSet::new();
+
+    for i in root..cypher_tree.len() - 1 {
+        let line: &str = cypher_tree[i];
+        if line.contains("identifier") {
+            let re = Regex::new(r"> identifier\s+`(?P<var_name>\w+)`").unwrap();
+            if let Some(caps) = re.captures(line) {
+                let var_name = &caps["var_name"];
+                candidate_vars.insert(var_name.to_string());
+            }
+        }
+    }
+
     for var in var_list {
-        if found {
-            result.insert(
-                var.clone(),
-                recursive_parser(&cypher_tree, root, var.as_str()),
-            );
+        if found && candidate_vars.contains(&var) {
+            let expression = match recursive_parser(&cypher_tree, root, var.as_str()) {
+                Ok(exp) => exp,
+                _ => empty_expression()
+            };
+            result.insert(var.clone(), expression);
         } else {
             result.insert(var.clone(), empty_expression());
         }
@@ -122,68 +140,27 @@ fn get_all_vars(cypher_tree: &Vec<&str>) -> Vec<String> {
     result
 }
 
-fn is_other_var(cypher_tree: &Vec<&str>, index: usize, var: &str) -> bool {
-    let syntax: &str = cypher_tree[index];
-
-    let re =
-        Regex::new(r">.+\s+@(?P<left_index>\w+) (?P<operator>\S+) @(?P<right_index>\w+)").unwrap();
-    if let Some(caps) = re.captures(syntax) {
-        let left_index: usize = *(&caps["left_index"].parse::<usize>().unwrap());
-        let right_index: usize = *(&caps["right_index"].parse::<usize>().unwrap());
-
-        let l_result = is_other_var(cypher_tree, left_index, var);
-        let r_result = is_other_var(cypher_tree, right_index, var);
-        let operator_name = &caps["operator"];
-
-        if vec!["AND", "OR"].contains(&operator_name) {
-            return l_result && r_result;
-        } else if l_result || r_result {
-            return true;
-        } else {
-            return false;
-        }
-    }
-
-    let re = Regex::new(r"> property\s+@(?P<var_index>\w+)\.@(?P<attribute_index>\w+)").unwrap();
-    if let Some(_caps) = re.captures(syntax) {
-        let name = get_var_name(cypher_tree, index);
-
-        if var == name.as_str() {
-            return false;
-        } else {
-            return true;
-        }
-    }
-
-    let re = Regex::new(r"> (?P<type_name>\w+)\W+?(?P<value>[\w.]+)").unwrap();
-    if let Some(caps) = re.captures(syntax) {
-        let _type_name = &caps["type_name"];
-        let _value = &caps["value"];
-
-        return false;
-    }
-
-    panic!("Invalid cypher tree");
-}
-
-fn recursive_parser(cypher_tree: &Vec<&str>, index: usize, var: &str) -> Box<Expression> {
-    if is_other_var(cypher_tree, index, var) {
-        Box::new(Const::new(json!(true)))
+fn recursive_parser(
+    cypher_tree: &Vec<&str>,
+    index: usize, var: &str
+) -> PropertyResult<Box<Expression>> {
+    if let Some(result) = match_val(cypher_tree, index, var)? {
+        return Ok(result);
+    } else if let Some(result) = match_var(cypher_tree, index, var)? {
+        return Ok(result);
+    } else if let Some(result) = match_operator(cypher_tree, index, var)? {
+        return Ok(result);
     } else {
-        if let Some(result) = match_val(cypher_tree, index, var) {
-            return result;
-        } else if let Some(result) = match_var(cypher_tree, index, var) {
-            return result;
-        } else if let Some(result) = match_operator(cypher_tree, index, var) {
-            return result;
-        } else {
-            println!("Invalid: {:?}", cypher_tree[index]);
-            panic!("Invalid cypher tree");
-        }
+        println!("Invalid: {:?}", cypher_tree[index]);
+        panic!("Invalid cypher tree");
     }
 }
 
-fn match_operator(cypher_tree: &Vec<&str>, index: usize, var: &str) -> Option<Box<Expression>> {
+fn match_operator(
+    cypher_tree: &Vec<&str>,
+    index: usize,
+    var: &str
+) -> PropertyResult<Option<Box<Expression>>> {
     let syntax: &str = cypher_tree[index];
     let re =
         Regex::new(r">.+\s+@(?P<left_index>\w+) (?P<operator>\S+) @(?P<right_index>\w+)").unwrap();
@@ -205,11 +182,19 @@ fn match_operator(cypher_tree: &Vec<&str>, index: usize, var: &str) -> Option<Bo
                 "CONTAINS" => PredicateOperator::Contains,
                 _ => panic!("Unknown predicate operator"),
             };
-            Some(Box::new(PredicateExpression::new(
-                recursive_parser(cypher_tree, left_index, var),
-                recursive_parser(cypher_tree, right_index, var),
-                operator,
-            )))
+            let left = recursive_parser(cypher_tree, left_index, var);
+            let right = recursive_parser(cypher_tree, right_index, var);
+            if left.is_err() || right.is_err() {
+                Ok(Some(empty_expression()))
+            } else{
+                Ok(Some(Box::new(PredicateExpression::new(
+                    left.unwrap(),
+                    right.unwrap(),
+                    operator,
+                ))))
+            }
+
+
         } else {
             let operator = match &caps["operator"] {
                 "+" => ArithmeticOperator::Add,
@@ -220,18 +205,28 @@ fn match_operator(cypher_tree: &Vec<&str>, index: usize, var: &str) -> Option<Bo
                 "^" => ArithmeticOperator::Power,
                 _ => panic!("Unknown predicate operator"),
             };
-            Some(Box::new(ArithmeticExpression::new(
-                recursive_parser(cypher_tree, left_index, var),
-                recursive_parser(cypher_tree, right_index, var),
-                operator,
-            )))
+            let left = recursive_parser(cypher_tree, left_index, var);
+            let right = recursive_parser(cypher_tree, right_index, var);
+            if left.is_err() || right.is_err() {
+                Err(PropertyError::CrossComparisonError)
+            } else{
+                Ok(Some(Box::new(ArithmeticExpression::new(
+                    left.unwrap(),
+                    right.unwrap(),
+                    operator,
+                ))))
+            }
         }
     } else {
-        None
+        Ok(None)
     }
 }
 
-fn match_val(cypher_tree: &Vec<&str>, index: usize, _var: &str) -> Option<Box<Expression>> {
+fn match_val(
+    cypher_tree: &Vec<&str>,
+    index: usize,
+    _var: &str
+) -> PropertyResult<Option<Box<Expression>>> {
     let syntax: &str = cypher_tree[index];
     let re = Regex::new(r"> (?P<type_name>\w+)\W+?(?P<value>[\w.]+)").unwrap();
     if let Some(caps) = re.captures(syntax) {
@@ -239,36 +234,44 @@ fn match_val(cypher_tree: &Vec<&str>, index: usize, _var: &str) -> Option<Box<Ex
         let value = &caps["value"];
 
         if type_name == "integer" {
-            Some(Box::new(Const::new(json!(value.parse::<i32>().unwrap()))))
+            Ok(Some(Box::new(Const::new(json!(value.parse::<i32>().unwrap())))))
         } else if type_name == "float" {
-            Some(Box::new(Const::new(json!(value.parse::<f64>().unwrap()))))
+            Ok(Some(Box::new(Const::new(json!(value.parse::<f64>().unwrap())))))
         } else if type_name == "string" {
-            Some(Box::new(Const::new(JsonValue::String(value.to_string()))))
+            Ok(Some(Box::new(Const::new(JsonValue::String(value.to_string())))))
         } else {
-            None
+            Ok(None)
         }
     } else {
-        None
+        Ok(None)
     }
 }
 
-fn match_var(cypher_tree: &Vec<&str>, index: usize, _var: &str) -> Option<Box<Expression>> {
+fn match_var(
+    cypher_tree: &Vec<&str>,
+    index: usize,
+    var: &str
+) -> PropertyResult<Option<Box<Expression>>> {
     let syntax: &str = cypher_tree[index];
     let re = Regex::new(r"> property\s+@(?P<var_index>\w+)\.@(?P<attribute_index>\w+)").unwrap();
     if let Some(caps) = re.captures(syntax) {
-        let _var_index: usize = *(&caps["var_index"].parse::<usize>().unwrap());
+        let name = get_var_name(cypher_tree, index);
+        if name != var.to_string() {
+            return Err(PropertyError::CrossComparisonError);
+        }
+
         let attribute_index: usize = *(&caps["attribute_index"].parse::<usize>().unwrap());
         let attribute_line = cypher_tree[attribute_index];
         let re = Regex::new(r"> prop name\s+`(?P<attribute_name>\w+)`").unwrap();
 
         if let Some(caps) = re.captures(attribute_line) {
             let attribute_name = &caps["attribute_name"];
-            Some(Box::new(Var::new(attribute_name.to_string())))
+            Ok(Some(Box::new(Var::new(attribute_name.to_string()))))
         } else {
-            None
+            Ok(None)
         }
     } else {
-        None
+        Ok(None)
     }
 }
 
diff --git a/tests/cypher_tree/9.txt b/tests/cypher_tree/9.txt
new file mode 100644
index 00000000..744dba74
--- /dev/null
+++ b/tests/cypher_tree/9.txt
@@ -0,0 +1,37 @@
+ @0    0..127  statement                      body=@1
+ @1    0..127  > query                        clauses=[@2]
+ @2    0..127  > > MATCH                      pattern=@3, where=@7
+ @3    6..9    > > > pattern                  paths=[@4]
+ @4    6..9    > > > > pattern path           (@5)
+ @5    6..9    > > > > > node pattern         (@6)
+ @6    7..8    > > > > > > identifier         `a`
+ @7   16..127  > > > binary operator          @8 AND @11
+ @8   16..28   > > > > property               @9.@10
+ @9   16..17   > > > > > identifier           `a`
+@10   18..27   > > > > > prop name            `is_member`
+@11   33..125  > > > > binary operator        @12 AND @19
+@12   34..47   > > > > > binary operator      @13 = @18
+@13   34..44   > > > > > > binary operator    @14 % @17
+@14   34..40   > > > > > > > property         @15.@16
+@15   34..35   > > > > > > > > identifier     `a`
+@16   36..39   > > > > > > > > prop name      `age`
+@17   42..43   > > > > > > > integer          5
+@18   46..47   > > > > > > integer            0
+@19   54..124  > > > > > binary operator      @20 AND @26
+@20   54..72   > > > > > > comparison         @21 <= @22 <= @25
+@21   54..56   > > > > > > > integer          18
+@22   60..66   > > > > > > > property         @23.@24
+@23   60..61   > > > > > > > > identifier     `a`
+@24   62..65   > > > > > > > > prop name      `age`
+@25   69..71   > > > > > > > integer          35
+@26   77..123  > > > > > > binary operator    @27 OR @32
+@27   78..97   > > > > > > > binary operator  @28 CONTAINS @31
+@28   78..85   > > > > > > > > property       @29.@30
+@29   78..79   > > > > > > > > > identifier   `a`
+@30   80..84   > > > > > > > > > prop name    `name`
+@31   94..97   > > > > > > > > string         "a"
+@32  103..122  > > > > > > > binary operator  @33 CONTAINS @36
+@33  103..110  > > > > > > > > property       @34.@35
+@34  103..104  > > > > > > > > > identifier   `a`
+@35  105..109  > > > > > > > > > prop name    `name`
+@36  119..122  > > > > > > > > string         "o"
\ No newline at end of file
diff --git a/tests/property_parser.rs b/tests/property_parser.rs
index afd04c2e..928ce1a6 100644
--- a/tests/property_parser.rs
+++ b/tests/property_parser.rs
@@ -212,6 +212,15 @@ fn test_cypher_and_operator() {
     assert_eq!(vec![0, 3, 4], result);
 }
 
+#[test]
+fn test_compelx_cypher_query() {
+    // WHERE a.is_member AND ((a.age % 5 = 0) AND (18 <= a.age <= 35 AND((a.name CONTAINS "a") OR (a.name CONTAINS "o"))))
+
+    let result = lines_from_file("tests/cypher_tree/9.txt");
+    let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
+    let _exp = parse_property(cypher_tree);
+}
+
 fn lines_from_file(filename: impl AsRef<Path>) -> Vec<String> {
     let file = File::open(filename).expect("no such file");
     let buf = BufReader::new(file);

From f6eaf7efe5b6218789997b569367e2f7c33aa90f Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Thu, 2 May 2019 19:21:55 +1000
Subject: [PATCH 184/391] Added print statements for debugging

---
 src/property/filter/edge_property_filter.rs | 11 ++++++++++-
 src/property/filter/node_property_filter.rs |  2 +-
 2 files changed, 11 insertions(+), 2 deletions(-)

diff --git a/src/property/filter/edge_property_filter.rs b/src/property/filter/edge_property_filter.rs
index 63dde301..8e89c387 100644
--- a/src/property/filter/edge_property_filter.rs
+++ b/src/property/filter/edge_property_filter.rs
@@ -33,7 +33,16 @@ pub fn filter_edge<Id: IdType>(
     edge_property_cache: &impl EdgeCache<Id>,
     expression: Box<Expression>,
 ) -> bool {
-    get_edge_filter_result(id, edge_property_cache, expression).unwrap_or_default()
+    let result = get_edge_filter_result(id, edge_property_cache, expression);
+
+    if result.is_err() {
+        println!("node {:?} has error {:?}", id, result.err().unwrap());
+        false
+    } else {
+        let bool_result = result.unwrap();
+        //        println!("node {:?} got result {:?}", id, bool_result);
+        bool_result
+    }
 }
 
 pub fn get_edge_filter_result<Id: IdType>(
diff --git a/src/property/filter/node_property_filter.rs b/src/property/filter/node_property_filter.rs
index a5996e47..41d8ef7d 100644
--- a/src/property/filter/node_property_filter.rs
+++ b/src/property/filter/node_property_filter.rs
@@ -34,7 +34,7 @@ pub fn filter_node<Id: IdType>(
 ) -> bool {
     let result = get_node_filter_result(id, node_property_cache, expression);
     if result.is_err() {
-//        println!("node {:?} has error {:?}", id, result.err().unwrap());
+        println!("node {:?} has error {:?}", id, result.err().unwrap());
         false
     } else {
         let bool_result = result.unwrap();

From a769e49052f0db10587bcf9b421def71f3cc08c0 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Thu, 2 May 2019 20:23:24 +1000
Subject: [PATCH 185/391] Added unwrap() to trigger error for debugging

---
 src/property/filter/edge_property_filter.rs | 4 ++--
 src/property/filter/node_property_filter.rs | 2 +-
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/src/property/filter/edge_property_filter.rs b/src/property/filter/edge_property_filter.rs
index 8e89c387..e1dd46bf 100644
--- a/src/property/filter/edge_property_filter.rs
+++ b/src/property/filter/edge_property_filter.rs
@@ -36,7 +36,7 @@ pub fn filter_edge<Id: IdType>(
     let result = get_edge_filter_result(id, edge_property_cache, expression);
 
     if result.is_err() {
-        println!("node {:?} has error {:?}", id, result.err().unwrap());
+        println!("edge {:?} has error {:?}", id, result.err().unwrap());
         false
     } else {
         let bool_result = result.unwrap();
@@ -50,7 +50,7 @@ pub fn get_edge_filter_result<Id: IdType>(
     edge_property_cache: &impl EdgeCache<Id>,
     expression: Box<Expression>,
 ) -> PropertyResult<bool> {
-    let var = edge_property_cache.get(id.0, id.1)?;
+    let var = edge_property_cache.get(id.0, id.1).unwrap();
     let result = expression.get_value(&var)?;
 
     match result.as_bool() {
diff --git a/src/property/filter/node_property_filter.rs b/src/property/filter/node_property_filter.rs
index 41d8ef7d..8b744ebb 100644
--- a/src/property/filter/node_property_filter.rs
+++ b/src/property/filter/node_property_filter.rs
@@ -49,7 +49,7 @@ pub fn get_node_filter_result<Id: IdType>(
     expression: Box<Expression>,
 ) -> PropertyResult<bool> {
     let var = node_property_cache.get(id)?;
-    let result = expression.get_value(&var)?;
+    let result = expression.get_value(&var).unwrap();
 
     match result.as_bool() {
         Some(x) => Ok(x),

From c36698d3d5cf773ad23f15a7874ca149ee672ffd Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Sun, 5 May 2019 14:48:05 +1000
Subject: [PATCH 186/391] Added error handling to expression.get_result

---
 src/property/filter/node_property_filter.rs | 4 ++--
 src/property/filter/property_cache.rs       | 0
 2 files changed, 2 insertions(+), 2 deletions(-)
 create mode 100644 src/property/filter/property_cache.rs

diff --git a/src/property/filter/node_property_filter.rs b/src/property/filter/node_property_filter.rs
index 8b744ebb..6ae87d87 100644
--- a/src/property/filter/node_property_filter.rs
+++ b/src/property/filter/node_property_filter.rs
@@ -48,8 +48,8 @@ pub fn get_node_filter_result<Id: IdType>(
     node_property_cache: &impl NodeCache<Id>,
     expression: Box<Expression>,
 ) -> PropertyResult<bool> {
-    let var = node_property_cache.get(id)?;
-    let result = expression.get_value(&var).unwrap();
+    let var = node_property_cache.get(id);
+    let result = expression.get_value(&var).unwrap()?;
 
     match result.as_bool() {
         Some(x) => Ok(x),
diff --git a/src/property/filter/property_cache.rs b/src/property/filter/property_cache.rs
new file mode 100644
index 00000000..e69de29b

From 041515cffaffb91f77c426830c8f5fa7a840203f Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Sun, 5 May 2019 15:42:33 +1000
Subject: [PATCH 187/391] Added property cache for prefech and get values

---
 src/property/filter/hash_property_cache.rs  |  12 +-
 src/property/filter/mod.rs                  |  13 ++-
 src/property/filter/node_property_filter.rs |   4 +-
 src/property/filter/property_cache.rs       | 117 ++++++++++++++++++++
 src/property/sled_property.rs               |   1 +
 5 files changed, 133 insertions(+), 14 deletions(-)

diff --git a/src/property/filter/hash_property_cache.rs b/src/property/filter/hash_property_cache.rs
index 925a5f21..f89ea18a 100644
--- a/src/property/filter/hash_property_cache.rs
+++ b/src/property/filter/hash_property_cache.rs
@@ -60,10 +60,10 @@ impl<Id: IdType> NodeCache<Id> for HashNodeCache<Id> {
         result
     }
 
-    fn pre_fetch(
+    fn pre_fetch<P: PropertyGraph<Id>, I: IntoIterator<Item = Id>>(
         &mut self,
-        ids: &[Id],
-        property_graph: &impl PropertyGraph<Id>,
+        ids: I,
+        property_graph: &P,
     ) -> PropertyResult<()> {
         for id in ids {
             if let Some(result) = property_graph.get_node_property_all(id.clone())? {
@@ -108,10 +108,10 @@ impl<Id: IdType> EdgeCache<Id> for HashEdgeCache<Id> {
         result
     }
 
-    fn pre_fetch(
+    fn pre_fetch<P: PropertyGraph<Id>, I: IntoIterator<Item = (Id, Id)>>(
         &mut self,
-        ids: &[(Id, Id)],
-        property_graph: &impl PropertyGraph<Id>,
+        ids: I,
+        property_graph: &P,
     ) -> PropertyResult<()> {
         for id in ids {
             if let Some(result) = property_graph.get_edge_property_all(id.0, id.1)? {
diff --git a/src/property/filter/mod.rs b/src/property/filter/mod.rs
index 6f1accda..f4050301 100644
--- a/src/property/filter/mod.rs
+++ b/src/property/filter/mod.rs
@@ -36,6 +36,7 @@ pub mod hash_property_cache;
 pub mod node_property_filter;
 pub mod predicate_expression;
 pub mod value_expression;
+pub mod property_cache;
 
 use generic::IdType;
 use serde_json::json;
@@ -83,10 +84,10 @@ pub trait NodeCache<Id: IdType> {
 
     fn set(&mut self, id: Id, value: JsonValue) -> bool;
 
-    fn pre_fetch(
+    fn pre_fetch<P: PropertyGraph<Id>, I: IntoIterator<Item = Id>>(
         &mut self,
-        ids: &[Id],
-        property_graph: &impl PropertyGraph<Id>,
+        ids: I,
+        property_graph: &P,
     ) -> PropertyResult<()>;
 }
 
@@ -95,9 +96,9 @@ pub trait EdgeCache<Id: IdType> {
 
     fn set(&mut self, src: Id, dst: Id, value: JsonValue) -> bool;
 
-    fn pre_fetch(
+    fn pre_fetch<P: PropertyGraph<Id>, I: IntoIterator<Item = (Id, Id)>>(
         &mut self,
-        ids: &[(Id, Id)],
-        property_graph: &impl PropertyGraph<Id>,
+        ids: I,
+        property_graph: &P,
     ) -> PropertyResult<()>;
 }
diff --git a/src/property/filter/node_property_filter.rs b/src/property/filter/node_property_filter.rs
index 6ae87d87..1b188ec7 100644
--- a/src/property/filter/node_property_filter.rs
+++ b/src/property/filter/node_property_filter.rs
@@ -48,8 +48,8 @@ pub fn get_node_filter_result<Id: IdType>(
     node_property_cache: &impl NodeCache<Id>,
     expression: Box<Expression>,
 ) -> PropertyResult<bool> {
-    let var = node_property_cache.get(id);
-    let result = expression.get_value(&var).unwrap()?;
+    let var = node_property_cache.get(id).unwrap();
+    let result = expression.get_value(&var)?;
 
     match result.as_bool() {
         Some(x) => Ok(x),
diff --git a/src/property/filter/property_cache.rs b/src/property/filter/property_cache.rs
index e69de29b..21fba7a0 100644
--- a/src/property/filter/property_cache.rs
+++ b/src/property/filter/property_cache.rs
@@ -0,0 +1,117 @@
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+use std::sync::Arc;
+use property::PropertyGraph;
+use property::filter::NodeCache;
+use property::filter::EdgeCache;
+use generic::IdType;
+use serde_json::Value as JsonValue;
+use property::filter::PropertyResult;
+use std::marker::PhantomData;
+
+
+pub struct PropertyCache<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>> {
+    property_graph: Arc<PG>,
+    node_cache: NC,
+    edge_cache: EC,
+    phantom: PhantomData<Id>,
+}
+
+impl<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>> PropertyCache<Id, PG, NC, EC> {
+    pub fn new(property_graph: Arc<PG>, node_cache: NC, edge_cache: EC) -> Self {
+        PropertyCache {
+            property_graph,
+            node_cache,
+            edge_cache,
+            phantom: PhantomData
+        }
+    }
+
+    pub fn pre_fetch<NI: IntoIterator<Item = Id>, EI: IntoIterator<Item = (Id, Id)>>(
+        &mut self,
+        nodes: NI,
+        edges: EI,
+    ) -> PropertyResult<()> {
+        self.node_cache.pre_fetch(nodes, self.property_graph.as_ref())?;
+        self.edge_cache.pre_fetch(edges, self.property_graph.as_ref())?;
+        Ok(())
+    }
+
+    pub fn get_node_property(&self, id: Id) -> PropertyResult<JsonValue> {
+        self.node_cache.get(id)
+    }
+
+    pub fn get_edge_property(&self, src: Id, dst: Id) -> PropertyResult<JsonValue> {
+        self.edge_cache.get(src, dst)
+    }
+}
+
+
+mod test {
+    extern crate tempdir;
+
+    use super::*;
+    use property::SledProperty;
+    use property::filter::{HashNodeCache, HashEdgeCache};
+    use serde_json::json;
+    use std::collections::HashMap;
+
+    #[test]
+    fn test_all_node_edge_property() {
+        let mut node_property = HashMap::new();
+        let mut edge_property = HashMap::new();
+
+        node_property.insert(0u32, json!({"age": 5}));
+        node_property.insert(1, json!({"age": 10}));
+        node_property.insert(2, json!({"age": 15}));
+        edge_property.insert((0u32, 1u32), json!({"length": 7}));
+        edge_property.insert((1, 2), json!({"length": 8}));
+        edge_property.insert((2, 0), json!({"length": 9}));
+
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        let graph = SledProperty::with_data(
+            node_path,
+            edge_path,
+            node_property.clone().into_iter(),
+            edge_property.clone().into_iter(),
+            true,
+        )
+            .unwrap();
+
+        let mut property_cache = PropertyCache::new(Arc::new(graph), HashNodeCache::new(), HashEdgeCache::new());
+        property_cache.pre_fetch(vec![0u32, 1u32, 2u32].into_iter(), vec![(0u32, 1u32), (1u32, 2u32), (2u32, 0u32)].into_iter()).unwrap();
+        for (key, value) in node_property.into_iter() {
+            assert!(property_cache.get_node_property(key).is_ok());
+            assert_eq!(property_cache.get_node_property(key).unwrap(), value);
+        }
+        for (key, value) in edge_property.into_iter() {
+            assert!(property_cache.get_edge_property(key.0, key.1).is_ok());
+            assert_eq!(property_cache.get_edge_property(key.0, key.1).unwrap(), value);
+        }
+    }
+
+
+}
\ No newline at end of file
diff --git a/src/property/sled_property.rs b/src/property/sled_property.rs
index 2ff00ced..df2079c6 100644
--- a/src/property/sled_property.rs
+++ b/src/property/sled_property.rs
@@ -115,6 +115,7 @@ impl SledProperty {
         }
 
         for (edge, names) in edge_property {
+            println!("edges: {:?} {:?}", edge, names);
             let id_bytes = bincode::serialize(&edge)?;
             let names_bytes = to_vec(&names)?;
             edge_tree.set(id_bytes, names_bytes)?;

From ba87c84375999efff1c313d145a116ca3b7930e7 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Sun, 5 May 2019 20:04:31 +1000
Subject: [PATCH 188/391] Fixed the test cases

---
 src/property/filter/edge_property_filter.rs |  16 +--
 src/property/filter/mod.rs                  |   1 +
 src/property/filter/node_property_filter.rs |  16 +--
 src/property/filter/property_cache.rs       |  71 +++++++++-
 src/property/mod.rs                         |   1 +
 tests/property.rs                           | 138 ++++++++++----------
 tests/property_parser.rs                    |  49 +++----
 7 files changed, 179 insertions(+), 113 deletions(-)

diff --git a/src/property/filter/edge_property_filter.rs b/src/property/filter/edge_property_filter.rs
index e1dd46bf..56780400 100644
--- a/src/property/filter/edge_property_filter.rs
+++ b/src/property/filter/edge_property_filter.rs
@@ -25,15 +25,15 @@
 
 use generic::IdType;
 use property::filter::PropertyResult;
-use property::filter::{EdgeCache, Expression};
-use property::PropertyError;
+use property::filter::{EdgeCache, Expression, NodeCache};
+use property::{PropertyCache, PropertyGraph, PropertyError};
 
-pub fn filter_edge<Id: IdType>(
+pub fn filter_edge<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>(
     id: (Id, Id),
-    edge_property_cache: &impl EdgeCache<Id>,
+    property_cache: &PropertyCache<Id, PG, NC, EC>,
     expression: Box<Expression>,
 ) -> bool {
-    let result = get_edge_filter_result(id, edge_property_cache, expression);
+    let result = get_edge_filter_result(id, property_cache, expression);
 
     if result.is_err() {
         println!("edge {:?} has error {:?}", id, result.err().unwrap());
@@ -45,12 +45,12 @@ pub fn filter_edge<Id: IdType>(
     }
 }
 
-pub fn get_edge_filter_result<Id: IdType>(
+pub fn get_edge_filter_result<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>(
     id: (Id, Id),
-    edge_property_cache: &impl EdgeCache<Id>,
+    property_cache: &PropertyCache<Id, PG, NC, EC>,
     expression: Box<Expression>,
 ) -> PropertyResult<bool> {
-    let var = edge_property_cache.get(id.0, id.1).unwrap();
+    let var = property_cache.get_edge_property(id.0, id.1).unwrap();
     let result = expression.get_value(&var)?;
 
     match result.as_bool() {
diff --git a/src/property/filter/mod.rs b/src/property/filter/mod.rs
index f4050301..03eec7f0 100644
--- a/src/property/filter/mod.rs
+++ b/src/property/filter/mod.rs
@@ -51,6 +51,7 @@ pub use property::filter::hash_property_cache::{HashEdgeCache, HashNodeCache};
 pub use property::filter::node_property_filter::filter_node;
 pub use property::filter::predicate_expression::PredicateExpression;
 pub use property::filter::value_expression::{Const, Var};
+pub use property::filter::property_cache::PropertyCache;
 
 pub type PropertyResult<T> = Result<T, PropertyError>;
 
diff --git a/src/property/filter/node_property_filter.rs b/src/property/filter/node_property_filter.rs
index 1b188ec7..edf920b1 100644
--- a/src/property/filter/node_property_filter.rs
+++ b/src/property/filter/node_property_filter.rs
@@ -24,15 +24,15 @@
 // 3. when running ,first pass the queried id to filter function, then get value with the hashmap.get(id), then pass value to get_result recursion.
 
 use generic::IdType;
-use property::filter::{Expression, NodeCache, PropertyResult};
-use property::PropertyError;
+use property::filter::{Expression, NodeCache, PropertyResult, EdgeCache};
+use property::{PropertyCache, PropertyGraph, PropertyError};
 
-pub fn filter_node<Id: IdType>(
+pub fn filter_node<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>(
     id: Id,
-    node_property_cache: &impl NodeCache<Id>,
+    property_cache: &PropertyCache<Id, PG, NC, EC>,
     expression: Box<Expression>,
 ) -> bool {
-    let result = get_node_filter_result(id, node_property_cache, expression);
+    let result = get_node_filter_result(id, property_cache, expression);
     if result.is_err() {
         println!("node {:?} has error {:?}", id, result.err().unwrap());
         false
@@ -43,12 +43,12 @@ pub fn filter_node<Id: IdType>(
     }
 }
 
-pub fn get_node_filter_result<Id: IdType>(
+pub fn get_node_filter_result<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>(
     id: Id,
-    node_property_cache: &impl NodeCache<Id>,
+    property_cache: &PropertyCache<Id, PG, NC, EC>,
     expression: Box<Expression>,
 ) -> PropertyResult<bool> {
-    let var = node_property_cache.get(id).unwrap();
+    let var = property_cache.get_node_property(id).unwrap();
     let result = expression.get_value(&var)?;
 
     match result.as_bool() {
diff --git a/src/property/filter/property_cache.rs b/src/property/filter/property_cache.rs
index 21fba7a0..33678756 100644
--- a/src/property/filter/property_cache.rs
+++ b/src/property/filter/property_cache.rs
@@ -20,22 +20,45 @@
  */
 use std::sync::Arc;
 use property::PropertyGraph;
-use property::filter::NodeCache;
-use property::filter::EdgeCache;
+use property::filter::{NodeCache, EdgeCache, HashEdgeCache, HashNodeCache};
 use generic::IdType;
 use serde_json::Value as JsonValue;
 use property::filter::PropertyResult;
 use std::marker::PhantomData;
 
 
-pub struct PropertyCache<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>> {
+pub struct PropertyCache<
+    Id: IdType,
+    PG: PropertyGraph<Id>,
+    NC: NodeCache<Id> = HashNodeCache<Id>,
+    EC: EdgeCache<Id> = HashEdgeCache<Id>
+> {
     property_graph: Arc<PG>,
     node_cache: NC,
     edge_cache: EC,
     phantom: PhantomData<Id>,
 }
 
-impl<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>> PropertyCache<Id, PG, NC, EC> {
+impl<
+    Id: IdType,
+    PG: PropertyGraph<Id>
+> PropertyCache<Id, PG> {
+    pub fn new_default(property_graph: Arc<PG>) -> Self {
+        PropertyCache {
+            property_graph,
+            node_cache: HashNodeCache::new(),
+            edge_cache: HashEdgeCache::new(),
+            phantom: PhantomData
+        }
+    }
+}
+
+impl<
+    Id: IdType,
+    PG: PropertyGraph<Id>,
+    NC: NodeCache<Id>,
+    EC: EdgeCache<Id>
+> PropertyCache<Id, PG, NC, EC> {
     pub fn new(property_graph: Arc<PG>, node_cache: NC, edge_cache: EC) -> Self {
         PropertyCache {
             property_graph,
@@ -45,7 +68,7 @@ impl<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>> Pr
         }
     }
 
-    pub fn pre_fetch<NI: IntoIterator<Item = Id>, EI: IntoIterator<Item = (Id, Id)>>(
+    pub fn pre_fetch<NI: IntoIterator<Item=Id>, EI: IntoIterator<Item=(Id, Id)>>(
         &mut self,
         nodes: NI,
         edges: EI,
@@ -113,5 +136,43 @@ mod test {
         }
     }
 
+    #[test]
+    fn test_new_default_property_cache() {
+        let mut node_property = HashMap::new();
+        let mut edge_property = HashMap::new();
+
+        node_property.insert(0u32, json!({"age": 5}));
+        node_property.insert(1, json!({"age": 10}));
+        node_property.insert(2, json!({"age": 15}));
+        edge_property.insert((0u32, 1u32), json!({"length": 7}));
+        edge_property.insert((1, 2), json!({"length": 8}));
+        edge_property.insert((2, 0), json!({"length": 9}));
 
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        let graph = SledProperty::with_data(
+            node_path,
+            edge_path,
+            node_property.clone().into_iter(),
+            edge_property.clone().into_iter(),
+            true,
+        )
+            .unwrap();
+
+        let mut property_cache = PropertyCache::new_default(Arc::new(graph));
+
+        property_cache.pre_fetch(vec![0u32, 1u32, 2u32].into_iter(), vec![(0u32, 1u32), (1u32, 2u32), (2u32, 0u32)].into_iter()).unwrap();
+        for (key, value) in node_property.into_iter() {
+            assert!(property_cache.get_node_property(key).is_ok());
+            assert_eq!(property_cache.get_node_property(key).unwrap(), value);
+        }
+        for (key, value) in edge_property.into_iter() {
+            assert!(property_cache.get_edge_property(key.0, key.1).is_ok());
+            assert_eq!(property_cache.get_edge_property(key.0, key.1).unwrap(), value);
+        }
+    }
 }
\ No newline at end of file
diff --git a/src/property/mod.rs b/src/property/mod.rs
index 8c3f3240..e1d3eb67 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -27,6 +27,7 @@ pub use property::cached_property::CachedProperty;
 pub use property::property_parser::parse_property;
 pub use property::property_parser::parse_property_tree;
 pub use property::sled_property::SledProperty;
+pub use property::filter::PropertyCache;
 
 use generic::IdType;
 use serde_json::Value as JsonValue;
diff --git a/tests/property.rs b/tests/property.rs
index 5dbab901..530a3ebc 100644
--- a/tests/property.rs
+++ b/tests/property.rs
@@ -26,6 +26,8 @@ use std::collections::HashMap;
 use rust_graph::property::filter::*;
 use rust_graph::property::*;
 use serde_json::json;
+use std::sync::Arc;
+
 
 #[test]
 fn test_cached_boolean_expression() {
@@ -34,12 +36,12 @@ fn test_cached_boolean_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut node_cache = HashNodeCache::new();
-    node_cache.pre_fetch(&[0, 1], &property_graph).unwrap();
+    let mut property_cache = PropertyCache::new_default(Arc::new(property_graph));
+    property_cache.pre_fetch(vec![0, 1].into_iter(), vec![].into_iter()).unwrap();
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
-        .filter(|x| filter_node(*x, &node_cache, exp.box_clone()))
+        .filter(|x| filter_node(*x, &property_cache, exp.box_clone()))
         .collect();
 
     assert_eq!(vec![0], result);
@@ -59,12 +61,12 @@ fn test_cached_num_compare_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut node_cache = HashNodeCache::new();
-    node_cache.pre_fetch(&[0, 1], &property_graph).unwrap();
+    let mut property_cache = PropertyCache::new_default(Arc::new(property_graph));
+    property_cache.pre_fetch(vec![0, 1].into_iter(), vec![].into_iter()).unwrap();
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
-        .filter(|x| filter_node(*x, &node_cache, exp.box_clone()))
+        .filter(|x| filter_node(*x, &property_cache, exp.box_clone()))
         .collect();
 
     assert_eq!(vec![1], result);
@@ -91,12 +93,12 @@ fn test_cached_arithmetic_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut node_cache = HashNodeCache::new();
-    node_cache.pre_fetch(&[0, 1], &property_graph).unwrap();
+    let mut property_cache = PropertyCache::new_default(Arc::new(property_graph));
+    property_cache.pre_fetch(vec![0, 1].into_iter(), vec![].into_iter()).unwrap();
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
-        .filter(|x| filter_node(*x, &node_cache, exp.box_clone()))
+        .filter(|x| filter_node(*x, &property_cache, exp.box_clone()))
         .collect();
 
     assert_eq!(result, vec![1]);
@@ -125,12 +127,12 @@ fn test_cached_logical_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut node_cache = HashNodeCache::new();
-    node_cache.pre_fetch(&[0, 1], &property_graph).unwrap();
+    let mut property_cache = PropertyCache::new_default(Arc::new(property_graph));
+    property_cache.pre_fetch(vec![0, 1].into_iter(), vec![].into_iter()).unwrap();
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
-        .filter(|x| filter_node(*x, &node_cache, exp.box_clone()))
+        .filter(|x| filter_node(*x, &property_cache, exp.box_clone()))
         .collect();
 
     assert_eq!(vec![0], result);
@@ -150,12 +152,12 @@ fn test_cached_string_compare_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut node_cache = HashNodeCache::new();
-    node_cache.pre_fetch(&[0, 1], &property_graph).unwrap();
+    let mut property_cache = PropertyCache::new_default(Arc::new(property_graph));
+    property_cache.pre_fetch(vec![0, 1].into_iter(), vec![].into_iter()).unwrap();
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
-        .filter(|x| filter_node(*x, &node_cache, exp.box_clone()))
+        .filter(|x| filter_node(*x, &property_cache, exp.box_clone()))
         .collect();
 
     assert_eq!(vec![1], result);
@@ -182,12 +184,12 @@ fn test_cached_string_concat_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut node_cache = HashNodeCache::new();
-    node_cache.pre_fetch(&[0, 1], &property_graph).unwrap();
+    let mut property_cache = PropertyCache::new_default(Arc::new(property_graph));
+    property_cache.pre_fetch(vec![0, 1].into_iter(), vec![].into_iter()).unwrap();
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
-        .filter(|x| filter_node(*x, &node_cache, exp.box_clone()))
+        .filter(|x| filter_node(*x, &property_cache, exp.box_clone()))
         .collect();
 
     assert_eq!(vec![1], result);
@@ -207,12 +209,12 @@ fn test_cached_range_predicate_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut node_cache = HashNodeCache::new();
-    node_cache.pre_fetch(&[0, 1], &property_graph).unwrap();
+    let mut property_cache = PropertyCache::new_default(Arc::new(property_graph));
+    property_cache.pre_fetch(vec![0, 1].into_iter(), vec![].into_iter()).unwrap();
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
-        .filter(|x| filter_node(*x, &node_cache, exp.box_clone()))
+        .filter(|x| filter_node(*x, &property_cache, exp.box_clone()))
         .collect();
 
     assert_eq!(vec![0], result);
@@ -225,12 +227,12 @@ fn test_cached_error_boolean_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut node_cache = HashNodeCache::new();
-    node_cache.pre_fetch(&[0, 1], &property_graph).unwrap();
+    let mut property_cache = PropertyCache::new_default(Arc::new(property_graph));
+    property_cache.pre_fetch(vec![0, 1].into_iter(), vec![].into_iter()).unwrap();
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
-        .filter(|x| filter_node(*x, &node_cache, exp.box_clone()))
+        .filter(|x| filter_node(*x, &property_cache, exp.box_clone()))
         .collect();
 
     assert_eq!(Vec::<u32>::new(), result);
@@ -298,50 +300,16 @@ fn test_cached_complex_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut node_cache = HashNodeCache::new();
-    node_cache.pre_fetch(&[0, 1], &property_graph).unwrap();
+    let mut property_cache = PropertyCache::new_default(Arc::new(property_graph));
+    property_cache.pre_fetch(vec![0, 1].into_iter(), vec![].into_iter()).unwrap();
 
-    let result: Vec<u32> = vec![0, 1]
+    let _result: Vec<u32> = vec![0, 1]
         .into_iter()
-        .filter(|x| filter_node(*x, &node_cache, final_exp.box_clone()))
+        .filter(|x| filter_node(*x, &property_cache, final_exp.box_clone()))
         .collect();
-    println!("{:?}", result);
     //    assert_eq!(vec![0], result);
 }
 
-fn create_cached_property() -> CachedProperty<u32> {
-    let mut node_property = HashMap::new();
-    let mut edge_property = HashMap::new();
-
-    node_property.insert(
-        0u32,
-        json!({
-        "name":"John",
-        "age":20,
-        "is_member":true,
-        "scores":json!([9,8,10]),
-        }),
-    );
-
-    node_property.insert(
-        1,
-        json!({
-        "name":"Marry",
-        "age":30,
-        "is_member":false,
-        "scores":json!([10,10,9]),
-        }),
-    );
-
-    edge_property.insert(
-        (0, 1),
-        json!({
-        "friend_since":"2018-11-15",
-        }),
-    );
-
-    CachedProperty::with_data(node_property, edge_property, false)
-}
 
 #[test]
 fn test_sled_boolean_expression() {
@@ -349,12 +317,12 @@ fn test_sled_boolean_expression() {
     let exp = Box::new(Var::new("is_member".to_owned()));
 
     let property_graph = create_sled_property();
-    let mut node_cache = HashNodeCache::new();
-    node_cache.pre_fetch(&[0, 1], &property_graph).unwrap();
+    let mut property_cache = PropertyCache::new_default(Arc::new(property_graph));
+    property_cache.pre_fetch(vec![0, 1].into_iter(), vec![].into_iter()).unwrap();
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
-        .filter(|x| filter_node(*x, &node_cache, exp.box_clone()))
+        .filter(|x| filter_node(*x, &property_cache, exp.box_clone()))
         .collect();
 
     assert_eq!(Vec::<u32>::new(), result);
@@ -374,12 +342,12 @@ fn test_sled_num_compare_expression() {
 
     let property_graph = create_sled_property();
 
-    let mut node_cache = HashNodeCache::new();
-    node_cache.pre_fetch(&[0, 1], &property_graph).unwrap();
+    let mut property_cache = PropertyCache::new_default(Arc::new(property_graph));
+    property_cache.pre_fetch(vec![0, 1].into_iter(), vec![].into_iter()).unwrap();
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
-        .filter(|x| filter_node(*x, &node_cache, exp.box_clone()))
+        .filter(|x| filter_node(*x, &property_cache, exp.box_clone()))
         .collect();
 
     assert_eq!(vec![0, 1], result);
@@ -424,3 +392,37 @@ fn create_sled_property() -> SledProperty {
     db.flush().unwrap();
     db
 }
+
+fn create_cached_property() -> CachedProperty<u32> {
+    let mut node_property = HashMap::new();
+    let mut edge_property = HashMap::new();
+
+    node_property.insert(
+        0u32,
+        json!({
+        "name":"John",
+        "age":20,
+        "is_member":true,
+        "scores":json!([9,8,10]),
+        }),
+    );
+
+    node_property.insert(
+        1,
+        json!({
+        "name":"Marry",
+        "age":30,
+        "is_member":false,
+        "scores":json!([10,10,9]),
+        }),
+    );
+
+    edge_property.insert(
+        (0, 1),
+        json!({
+        "friend_since":"2018-11-15",
+        }),
+    );
+
+    CachedProperty::with_data(node_property, edge_property, false)
+}
\ No newline at end of file
diff --git a/tests/property_parser.rs b/tests/property_parser.rs
index 928ce1a6..cf379cab 100644
--- a/tests/property_parser.rs
+++ b/tests/property_parser.rs
@@ -24,6 +24,7 @@ extern crate sled;
 
 use std::collections::HashMap;
 use std::path::Path;
+use std::sync::Arc;
 
 use rust_graph::property::filter::*;
 use rust_graph::property::parse_property;
@@ -52,13 +53,13 @@ fn test_cypher_two_vars() {
 
     let property_graph = create_cached_property();
 
-    let mut node_cache = HashNodeCache::new();
+    let mut property_cache = PropertyCache::new_default(Arc::new(property_graph));
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
-    node_cache.pre_fetch(&vec, &property_graph).unwrap();
+    property_cache.pre_fetch(vec.clone().into_iter(), vec![].into_iter()).unwrap();
 
     let result: Vec<u32> = vec
         .into_iter()
-        .filter(|x| filter_node(*x, &node_cache, exp["0"].box_clone()))
+        .filter(|x| filter_node(*x, &property_cache, exp["0"].box_clone()))
         .collect();
 
     assert_eq!(vec![0, 4], result);
@@ -73,13 +74,13 @@ fn test_cypher_two_vars2() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut node_cache = HashNodeCache::new();
+    let mut property_cache = PropertyCache::new_default(Arc::new(property_graph));
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
-    node_cache.pre_fetch(&vec, &property_graph).unwrap();
+    property_cache.pre_fetch(vec.clone().into_iter(), vec![].into_iter()).unwrap();
 
     let result: Vec<u32> = vec
         .into_iter()
-        .filter(|x| filter_node(*x, &node_cache, exp["a"].box_clone()))
+        .filter(|x| filter_node(*x, &property_cache, exp["a"].box_clone()))
         .collect();
 
     assert_eq!(vec![0, 4], result);
@@ -95,13 +96,13 @@ fn test_cypher_two_vars3() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut node_cache = HashNodeCache::new();
+    let mut property_cache = PropertyCache::new_default(Arc::new(property_graph));
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
-    node_cache.pre_fetch(&vec, &property_graph).unwrap();
+    property_cache.pre_fetch(vec.clone().into_iter(), vec![].into_iter()).unwrap();
 
     let result: Vec<u32> = vec
         .into_iter()
-        .filter(|x| filter_node(*x, &node_cache, exp["a"].box_clone()))
+        .filter(|x| filter_node(*x, &property_cache, exp["a"].box_clone()))
         .collect();
 
     assert_eq!(vec![0, 1, 2, 3, 4, 5], result);
@@ -117,13 +118,13 @@ fn test_cypher_two_vars4() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut node_cache = HashNodeCache::new();
+    let mut property_cache = PropertyCache::new_default(Arc::new(property_graph));
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
-    node_cache.pre_fetch(&vec, &property_graph).unwrap();
+    property_cache.pre_fetch(vec.clone().into_iter(), vec![].into_iter()).unwrap();
 
     let result: Vec<u32> = vec
         .into_iter()
-        .filter(|x| filter_node(*x, &node_cache, exp["a"].box_clone()))
+        .filter(|x| filter_node(*x, &property_cache, exp["a"].box_clone()))
         .collect();
 
     assert_eq!(vec![0, 1, 2, 3, 4, 5], result);
@@ -137,13 +138,13 @@ fn test_cypher_larger_than() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut node_cache = HashNodeCache::new();
+    let mut property_cache = PropertyCache::new_default(Arc::new(property_graph));
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
-    node_cache.pre_fetch(&vec, &property_graph).unwrap();
+    property_cache.pre_fetch(vec.clone().into_iter(), vec![].into_iter()).unwrap();
 
     let result: Vec<u32> = vec
         .into_iter()
-        .filter(|x| filter_node(*x, &node_cache, exp["a"].box_clone()))
+        .filter(|x| filter_node(*x, &property_cache, exp["a"].box_clone()))
         .collect();
 
     assert_eq!(vec![0, 4], result);
@@ -158,13 +159,13 @@ fn test_cypher_number_addition() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut node_cache = HashNodeCache::new();
+    let mut property_cache = PropertyCache::new_default(Arc::new(property_graph));
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
-    node_cache.pre_fetch(&vec, &property_graph).unwrap();
+    property_cache.pre_fetch(vec.clone().into_iter(), vec![].into_iter()).unwrap();
 
     let result: Vec<u32> = vec
         .into_iter()
-        .filter(|x| filter_node(*x, &node_cache, exp["a"].box_clone()))
+        .filter(|x| filter_node(*x, &property_cache, exp["a"].box_clone()))
         .collect();
 
     assert_eq!(vec![0, 1, 3, 4], result);
@@ -179,13 +180,13 @@ fn test_cypher_string_contains() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut node_cache = HashNodeCache::new();
+    let mut property_cache = PropertyCache::new_default(Arc::new(property_graph));
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
-    node_cache.pre_fetch(&vec, &property_graph).unwrap();
+    property_cache.pre_fetch(vec.clone().into_iter(), vec![].into_iter()).unwrap();
 
     let result: Vec<u32> = vec
         .into_iter()
-        .filter(|x| filter_node(*x, &node_cache, exp["a"].box_clone()))
+        .filter(|x| filter_node(*x, &property_cache, exp["a"].box_clone()))
         .collect();
 
     assert_eq!(vec![0, 2, 3, 4, 5], result);
@@ -200,13 +201,13 @@ fn test_cypher_and_operator() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut node_cache = HashNodeCache::new();
+    let mut property_cache = PropertyCache::new_default(Arc::new(property_graph));
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
-    node_cache.pre_fetch(&vec, &property_graph).unwrap();
+    property_cache.pre_fetch(vec.clone().into_iter(), vec![].into_iter()).unwrap();
 
     let result: Vec<u32> = vec
         .into_iter()
-        .filter(|x| filter_node(*x, &node_cache, exp["a"].box_clone()))
+        .filter(|x| filter_node(*x, &property_cache, exp["a"].box_clone()))
         .collect();
 
     assert_eq!(vec![0, 3, 4], result);

From 36d6ad5c0bd5c4347c0cdb6985b4eb2421aee574 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Sun, 5 May 2019 20:06:49 +1000
Subject: [PATCH 189/391] Added dependency temp-dir

---
 Cargo.toml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/Cargo.toml b/Cargo.toml
index 93790059..99131a26 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -27,6 +27,7 @@ hashbrown = {version = "0.2.0", features = ["serde"] }
 rayon = "1.0.3"
 serde_json = "1.0.39"
 fxhash = "0.2.1"
+tempdir = "0.3"
 
 [dev-dependencies]
 tempfile = "3.0.4"

From e881778675ca126d23d481599ff5ff34d94bcc6f Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Sun, 5 May 2019 21:07:44 +1000
Subject: [PATCH 190/391] Added disabled flag for property cache

---
 src/main.rs                           | 207 +-------------------------
 src/property/filter/property_cache.rs |  37 ++++-
 2 files changed, 39 insertions(+), 205 deletions(-)

diff --git a/src/main.rs b/src/main.rs
index 5d0e18bb..02c2a4be 100644
--- a/src/main.rs
+++ b/src/main.rs
@@ -1,206 +1,5 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
 
-fn main() {}
 
-//extern crate rust_graph;
-//extern crate sled;
-//
-//use std::collections::HashMap;
-//use std::path::Path;
-//
-//use rust_graph::property::filter::*;
-//use rust_graph::property::parse_property;
-//use rust_graph::property::*;
-//
-//use sled::Db;
-//use std::mem::transmute;
-//use std::time::Instant;
-//
-//use std::fs::File;
-//use std::io::prelude::*;
-//use std::io::BufReader;
-//
-//fn main() {
-//    let result =
-//        lines_from_file("/Users/mengmeng/RustProject/rust_graph_lib/tests/cypher_tree/8.txt");
-//    let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
-//    let exp = parse_property(cypher_tree);
-//}
-//
-//fn lines_from_file(filename: impl AsRef<Path>) -> Vec<String> {
-//    let file = File::open(filename).expect("no such file");
-//    let buf = BufReader::new(file);
-//    buf.lines()
-//        .map(|l| l.expect("Could not parse line"))
-//        .collect()
-//}
-//
-//fn sled_num_compare_expression() {
-//    // Match (a:A)-[b:B]-(c:C) WHERE a.name CONTAINS "hello" AND a.age + 5.5 > 10 RETURN a
-//
-//    let exp0 = Var::new("is_member".to_owned());
-//    let exp1 = Var::new("age".to_owned());
-//    let exp2 = Const::new(JsonValue::Number(Number::from(5)));
-//    let exp3 = Const::new(JsonValue::Number(Number::from(0)));
-//    let exp4 = Const::new(array![18, 35]);
-//    let exp5 = Var::new("age".to_owned());
-//    let exp6 = Var::new("name".to_owned());
-//    let exp7 = Const::new(JsonValue::String("a".to_owned()));
-//    let exp8 = Var::new("name".to_owned());
-//    let exp9 = Const::new(JsonValue::String("o".to_owned()));
-//    let exp12 =
-//        ArithmeticExpression::new(Box::new(exp1), Box::new(exp2), ArithmeticOperator::Modulo);
-//    let exp123 =
-//        PredicateExpression::new(Box::new(exp12), Box::new(exp3), PredicateOperator::Equal);
-//    let exp45 = PredicateExpression::new(Box::new(exp4), Box::new(exp5), PredicateOperator::Range);
-//    let exp67 =
-//        PredicateExpression::new(Box::new(exp6), Box::new(exp7), PredicateOperator::Contains);
-//    let exp89 =
-//        PredicateExpression::new(Box::new(exp8), Box::new(exp9), PredicateOperator::Contains);
-//    let exp6789 = PredicateExpression::new(Box::new(exp67), Box::new(exp89), PredicateOperator::OR);
-//    let exp456789 =
-//        PredicateExpression::new(Box::new(exp45), Box::new(exp6789), PredicateOperator::AND);
-//    let exp123456789 = PredicateExpression::new(
-//        Box::new(exp123),
-//        Box::new(exp456789),
-//        PredicateOperator::AND,
-//    );
-//    let final_exp = PredicateExpression::new(
-//        Box::new(exp0),
-//        Box::new(exp123456789),
-//        PredicateOperator::AND,
-//    );
-//
-//    let t0 = Instant::now();
-//    let property_graph = create_sled_property();
-//    println!("create: {:?}", t0.elapsed());
-//
-//    let mut node_cache = HashNodeCache::new();
-//    let mut property_filter = NodeFilter::from_cache(&final_exp, &mut node_cache);
-//    let vec = (0..50u32).collect::<Vec<u32>>();
-//    let t1 = Instant::now();
-//    property_filter.pre_fetch(&vec, &property_graph);
-//    println!("fetch: {:?}", t1.elapsed());
-//
-//    let t2 = Instant::now();
-//    let result: Vec<u32> = vec
-//        .into_iter()
-//        .filter(|x| property_filter.filter(*x))
-//        .collect();
-//    println!("exp_filter: {:?}", t2.elapsed());
-//
-//    let vec0 = (0..50u32).collect::<Vec<u32>>();
-//
-//    let t3 = Instant::now();
-//    let result: Vec<u32> = vec0
-//        .into_iter()
-//        .filter(|x| property_filter.hard_coded_filter(*x))
-//        .collect();
-//    println!("coded_filter: {:?}", t3.elapsed());
-//
-//    //    let result0 = property_filter.get_result(0);
-//    //    let result1 = property_filter.get_result(1);
-//    //
-//    //    assert_eq!(result0.unwrap(), false);
-//    //    assert_eq!(result1.unwrap(), true);
-//}
-//
-//fn create_sled_property() -> SledProperty {
-//    let mut node_property = HashMap::new();
-//    let mut edge_property = HashMap::new();
-//    //    for i in 0u32..50 {
-//    //        node_property.insert(
-//    //            i,
-//    //            object!(
-//    //            "name"=>"Mike",
-//    //            "age"=>30,
-//    //            "is_member"=>false,
-//    //            "scores"=>array![10,10,9],
-//    //            ),
-//    //        );
-//    //    }
-//    node_property.insert(
-//        0u32,
-//        object!(
-//        "name"=>"Bhello",
-//        "age"=>15,
-//        ),
-//    );
-//
-//    node_property.insert(
-//        1,
-//        object!(
-//        "name"=>"Jack",
-//        "age"=>6,
-//        ),
-//    );
-//
-//    node_property.insert(
-//        2,
-//        object!(
-//        "name"=>"Thello",
-//        "age"=>3,
-//        ),
-//    );
-//
-//    node_property.insert(
-//        3,
-//        object!(
-//        "name"=>"Thello",
-//        "age"=>5,
-//        ),
-//    );
-//
-//    node_property.insert(
-//        4,
-//        object!(
-//        "name"=>"Thello",
-//        "age"=>13,
-//        ),
-//    );
-//
-//    node_property.insert(
-//        5,
-//        object!(
-//        "name"=>"Shello",
-//        "age"=>1,
-//        ),
-//    );
-//
-//    edge_property.insert(
-//        (0u32, 1),
-//        object!(
-//        "friend_since"=>"2018-11-15",
-//        ),
-//    );
-//
-//    let path = Path::new("../undirected");
-//    let db = SledProperty::with_data(
-//        path,
-//        node_property.into_iter(),
-//        edge_property.into_iter(),
-//        false,
-//    )
-//    .unwrap();
-//    db.flush();
-//    db
-//}
+fn main() {
+
+}
\ No newline at end of file
diff --git a/src/property/filter/property_cache.rs b/src/property/filter/property_cache.rs
index 33678756..b3ed5857 100644
--- a/src/property/filter/property_cache.rs
+++ b/src/property/filter/property_cache.rs
@@ -19,12 +19,13 @@
  * under the License.
  */
 use std::sync::Arc;
-use property::PropertyGraph;
+use property::{PropertyGraph, CachedProperty};
 use property::filter::{NodeCache, EdgeCache, HashEdgeCache, HashNodeCache};
 use generic::IdType;
 use serde_json::Value as JsonValue;
 use property::filter::PropertyResult;
 use std::marker::PhantomData;
+use generic::DefaultId;
 
 
 pub struct PropertyCache<
@@ -33,6 +34,7 @@ pub struct PropertyCache<
     NC: NodeCache<Id> = HashNodeCache<Id>,
     EC: EdgeCache<Id> = HashEdgeCache<Id>
 > {
+    disabled: bool,
     property_graph: Arc<PG>,
     node_cache: NC,
     edge_cache: EC,
@@ -45,6 +47,7 @@ impl<
 > PropertyCache<Id, PG> {
     pub fn new_default(property_graph: Arc<PG>) -> Self {
         PropertyCache {
+            disabled: false,
             property_graph,
             node_cache: HashNodeCache::new(),
             edge_cache: HashEdgeCache::new(),
@@ -53,6 +56,18 @@ impl<
     }
 }
 
+impl PropertyCache<DefaultId, CachedProperty<DefaultId>> {
+    pub fn new_disabled() -> Self {
+        PropertyCache {
+            disabled: true,
+            property_graph: Arc::new(CachedProperty::new(false)),
+            node_cache: HashNodeCache::new(),
+            edge_cache: HashEdgeCache::new(),
+            phantom: PhantomData
+        }
+    }
+}
+
 impl<
     Id: IdType,
     PG: PropertyGraph<Id>,
@@ -61,6 +76,7 @@ impl<
 > PropertyCache<Id, PG, NC, EC> {
     pub fn new(property_graph: Arc<PG>, node_cache: NC, edge_cache: EC) -> Self {
         PropertyCache {
+            disabled: false,
             property_graph,
             node_cache,
             edge_cache,
@@ -73,18 +89,31 @@ impl<
         nodes: NI,
         edges: EI,
     ) -> PropertyResult<()> {
+        if self.disabled {
+            panic!("Property Graph Disabled.")
+        }
         self.node_cache.pre_fetch(nodes, self.property_graph.as_ref())?;
         self.edge_cache.pre_fetch(edges, self.property_graph.as_ref())?;
         Ok(())
     }
 
     pub fn get_node_property(&self, id: Id) -> PropertyResult<JsonValue> {
+        if self.disabled {
+            panic!("Property Graph Disabled.")
+        }
         self.node_cache.get(id)
     }
 
     pub fn get_edge_property(&self, src: Id, dst: Id) -> PropertyResult<JsonValue> {
+        if self.disabled {
+            panic!("Property Graph Disabled.")
+        }
         self.edge_cache.get(src, dst)
     }
+
+    pub fn is_disabled(&self) -> bool {
+        self.disabled
+    }
 }
 
 
@@ -175,4 +204,10 @@ mod test {
             assert_eq!(property_cache.get_edge_property(key.0, key.1).unwrap(), value);
         }
     }
+
+    #[test]
+    fn test_new_disabled_property_cache() {
+        let property_cache = PropertyCache::new_disabled();
+        assert_eq!(property_cache.disabled, true);
+    }
 }
\ No newline at end of file

From 92db8ae7287d0bd47cfe53fb2f3159104b802db9 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Sun, 5 May 2019 21:08:29 +1000
Subject: [PATCH 191/391] Deleted main function

---
 src/main.rs | 5 -----
 1 file changed, 5 deletions(-)
 delete mode 100644 src/main.rs

diff --git a/src/main.rs b/src/main.rs
deleted file mode 100644
index 02c2a4be..00000000
--- a/src/main.rs
+++ /dev/null
@@ -1,5 +0,0 @@
-
-
-fn main() {
-
-}
\ No newline at end of file

From 0593a985156f472282a1f1ce5eda0b8ef4a6b5a2 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Sun, 5 May 2019 22:27:46 +1000
Subject: [PATCH 192/391] Removed disabled flag from property cache

---
 src/property/filter/property_cache.rs | 47 ++++++++++-----------------
 tests/property.rs                     | 22 ++++++-------
 tests/property_parser.rs              | 16 ++++-----
 3 files changed, 36 insertions(+), 49 deletions(-)

diff --git a/src/property/filter/property_cache.rs b/src/property/filter/property_cache.rs
index b3ed5857..1372bf2a 100644
--- a/src/property/filter/property_cache.rs
+++ b/src/property/filter/property_cache.rs
@@ -19,7 +19,7 @@
  * under the License.
  */
 use std::sync::Arc;
-use property::{PropertyGraph, CachedProperty};
+use property::{PropertyGraph, SledProperty};
 use property::filter::{NodeCache, EdgeCache, HashEdgeCache, HashNodeCache};
 use generic::IdType;
 use serde_json::Value as JsonValue;
@@ -29,13 +29,12 @@ use generic::DefaultId;
 
 
 pub struct PropertyCache<
-    Id: IdType,
-    PG: PropertyGraph<Id>,
+    Id: IdType = DefaultId,
+    PG: PropertyGraph<Id> = SledProperty,
     NC: NodeCache<Id> = HashNodeCache<Id>,
     EC: EdgeCache<Id> = HashEdgeCache<Id>
 > {
-    disabled: bool,
-    property_graph: Arc<PG>,
+    property_graph: Option<Arc<PG>>,
     node_cache: NC,
     edge_cache: EC,
     phantom: PhantomData<Id>,
@@ -45,9 +44,8 @@ impl<
     Id: IdType,
     PG: PropertyGraph<Id>
 > PropertyCache<Id, PG> {
-    pub fn new_default(property_graph: Arc<PG>) -> Self {
+    pub fn new_default(property_graph: Option<Arc<PG>>) -> Self {
         PropertyCache {
-            disabled: false,
             property_graph,
             node_cache: HashNodeCache::new(),
             edge_cache: HashEdgeCache::new(),
@@ -56,17 +54,6 @@ impl<
     }
 }
 
-impl PropertyCache<DefaultId, CachedProperty<DefaultId>> {
-    pub fn new_disabled() -> Self {
-        PropertyCache {
-            disabled: true,
-            property_graph: Arc::new(CachedProperty::new(false)),
-            node_cache: HashNodeCache::new(),
-            edge_cache: HashEdgeCache::new(),
-            phantom: PhantomData
-        }
-    }
-}
 
 impl<
     Id: IdType,
@@ -74,9 +61,8 @@ impl<
     NC: NodeCache<Id>,
     EC: EdgeCache<Id>
 > PropertyCache<Id, PG, NC, EC> {
-    pub fn new(property_graph: Arc<PG>, node_cache: NC, edge_cache: EC) -> Self {
+    pub fn new(property_graph: Option<Arc<PG>>, node_cache: NC, edge_cache: EC) -> Self {
         PropertyCache {
-            disabled: false,
             property_graph,
             node_cache,
             edge_cache,
@@ -89,30 +75,31 @@ impl<
         nodes: NI,
         edges: EI,
     ) -> PropertyResult<()> {
-        if self.disabled {
+        if self.is_disabled() {
             panic!("Property Graph Disabled.")
         }
-        self.node_cache.pre_fetch(nodes, self.property_graph.as_ref())?;
-        self.edge_cache.pre_fetch(edges, self.property_graph.as_ref())?;
+        let property_graph = self.property_graph.clone().unwrap();
+        self.node_cache.pre_fetch(nodes, property_graph.as_ref())?;
+        self.edge_cache.pre_fetch(edges, property_graph.as_ref())?;
         Ok(())
     }
 
     pub fn get_node_property(&self, id: Id) -> PropertyResult<JsonValue> {
-        if self.disabled {
+        if self.is_disabled() {
             panic!("Property Graph Disabled.")
         }
         self.node_cache.get(id)
     }
 
     pub fn get_edge_property(&self, src: Id, dst: Id) -> PropertyResult<JsonValue> {
-        if self.disabled {
+        if self.is_disabled() {
             panic!("Property Graph Disabled.")
         }
         self.edge_cache.get(src, dst)
     }
 
     pub fn is_disabled(&self) -> bool {
-        self.disabled
+        self.property_graph.is_none()
     }
 }
 
@@ -153,7 +140,7 @@ mod test {
         )
             .unwrap();
 
-        let mut property_cache = PropertyCache::new(Arc::new(graph), HashNodeCache::new(), HashEdgeCache::new());
+        let mut property_cache = PropertyCache::new(Some(Arc::new(graph)), HashNodeCache::new(), HashEdgeCache::new());
         property_cache.pre_fetch(vec![0u32, 1u32, 2u32].into_iter(), vec![(0u32, 1u32), (1u32, 2u32), (2u32, 0u32)].into_iter()).unwrap();
         for (key, value) in node_property.into_iter() {
             assert!(property_cache.get_node_property(key).is_ok());
@@ -192,7 +179,7 @@ mod test {
         )
             .unwrap();
 
-        let mut property_cache = PropertyCache::new_default(Arc::new(graph));
+        let mut property_cache = PropertyCache::new_default(Some(Arc::new(graph)));
 
         property_cache.pre_fetch(vec![0u32, 1u32, 2u32].into_iter(), vec![(0u32, 1u32), (1u32, 2u32), (2u32, 0u32)].into_iter()).unwrap();
         for (key, value) in node_property.into_iter() {
@@ -207,7 +194,7 @@ mod test {
 
     #[test]
     fn test_new_disabled_property_cache() {
-        let property_cache = PropertyCache::new_disabled();
-        assert_eq!(property_cache.disabled, true);
+        let property_cache: PropertyCache<u32, SledProperty> = PropertyCache::new_default(None);
+        assert_eq!(property_cache.is_disabled(), true);
     }
 }
\ No newline at end of file
diff --git a/tests/property.rs b/tests/property.rs
index 530a3ebc..33df228d 100644
--- a/tests/property.rs
+++ b/tests/property.rs
@@ -36,7 +36,7 @@ fn test_cached_boolean_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new_default(Arc::new(property_graph));
+    let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
     property_cache.pre_fetch(vec![0, 1].into_iter(), vec![].into_iter()).unwrap();
 
     let result: Vec<u32> = vec![0, 1]
@@ -61,7 +61,7 @@ fn test_cached_num_compare_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new_default(Arc::new(property_graph));
+    let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
     property_cache.pre_fetch(vec![0, 1].into_iter(), vec![].into_iter()).unwrap();
 
     let result: Vec<u32> = vec![0, 1]
@@ -93,7 +93,7 @@ fn test_cached_arithmetic_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new_default(Arc::new(property_graph));
+    let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
     property_cache.pre_fetch(vec![0, 1].into_iter(), vec![].into_iter()).unwrap();
 
     let result: Vec<u32> = vec![0, 1]
@@ -127,7 +127,7 @@ fn test_cached_logical_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new_default(Arc::new(property_graph));
+    let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
     property_cache.pre_fetch(vec![0, 1].into_iter(), vec![].into_iter()).unwrap();
 
     let result: Vec<u32> = vec![0, 1]
@@ -152,7 +152,7 @@ fn test_cached_string_compare_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new_default(Arc::new(property_graph));
+    let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
     property_cache.pre_fetch(vec![0, 1].into_iter(), vec![].into_iter()).unwrap();
 
     let result: Vec<u32> = vec![0, 1]
@@ -184,7 +184,7 @@ fn test_cached_string_concat_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new_default(Arc::new(property_graph));
+    let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
     property_cache.pre_fetch(vec![0, 1].into_iter(), vec![].into_iter()).unwrap();
 
     let result: Vec<u32> = vec![0, 1]
@@ -209,7 +209,7 @@ fn test_cached_range_predicate_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new_default(Arc::new(property_graph));
+    let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
     property_cache.pre_fetch(vec![0, 1].into_iter(), vec![].into_iter()).unwrap();
 
     let result: Vec<u32> = vec![0, 1]
@@ -227,7 +227,7 @@ fn test_cached_error_boolean_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new_default(Arc::new(property_graph));
+    let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
     property_cache.pre_fetch(vec![0, 1].into_iter(), vec![].into_iter()).unwrap();
 
     let result: Vec<u32> = vec![0, 1]
@@ -300,7 +300,7 @@ fn test_cached_complex_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new_default(Arc::new(property_graph));
+    let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
     property_cache.pre_fetch(vec![0, 1].into_iter(), vec![].into_iter()).unwrap();
 
     let _result: Vec<u32> = vec![0, 1]
@@ -317,7 +317,7 @@ fn test_sled_boolean_expression() {
     let exp = Box::new(Var::new("is_member".to_owned()));
 
     let property_graph = create_sled_property();
-    let mut property_cache = PropertyCache::new_default(Arc::new(property_graph));
+    let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
     property_cache.pre_fetch(vec![0, 1].into_iter(), vec![].into_iter()).unwrap();
 
     let result: Vec<u32> = vec![0, 1]
@@ -342,7 +342,7 @@ fn test_sled_num_compare_expression() {
 
     let property_graph = create_sled_property();
 
-    let mut property_cache = PropertyCache::new_default(Arc::new(property_graph));
+    let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
     property_cache.pre_fetch(vec![0, 1].into_iter(), vec![].into_iter()).unwrap();
 
     let result: Vec<u32> = vec![0, 1]
diff --git a/tests/property_parser.rs b/tests/property_parser.rs
index cf379cab..0c47b537 100644
--- a/tests/property_parser.rs
+++ b/tests/property_parser.rs
@@ -53,7 +53,7 @@ fn test_cypher_two_vars() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new_default(Arc::new(property_graph));
+    let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache.pre_fetch(vec.clone().into_iter(), vec![].into_iter()).unwrap();
 
@@ -74,7 +74,7 @@ fn test_cypher_two_vars2() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new_default(Arc::new(property_graph));
+    let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache.pre_fetch(vec.clone().into_iter(), vec![].into_iter()).unwrap();
 
@@ -96,7 +96,7 @@ fn test_cypher_two_vars3() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new_default(Arc::new(property_graph));
+    let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache.pre_fetch(vec.clone().into_iter(), vec![].into_iter()).unwrap();
 
@@ -118,7 +118,7 @@ fn test_cypher_two_vars4() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new_default(Arc::new(property_graph));
+    let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache.pre_fetch(vec.clone().into_iter(), vec![].into_iter()).unwrap();
 
@@ -138,7 +138,7 @@ fn test_cypher_larger_than() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new_default(Arc::new(property_graph));
+    let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache.pre_fetch(vec.clone().into_iter(), vec![].into_iter()).unwrap();
 
@@ -159,7 +159,7 @@ fn test_cypher_number_addition() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new_default(Arc::new(property_graph));
+    let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache.pre_fetch(vec.clone().into_iter(), vec![].into_iter()).unwrap();
 
@@ -180,7 +180,7 @@ fn test_cypher_string_contains() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new_default(Arc::new(property_graph));
+    let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache.pre_fetch(vec.clone().into_iter(), vec![].into_iter()).unwrap();
 
@@ -201,7 +201,7 @@ fn test_cypher_and_operator() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new_default(Arc::new(property_graph));
+    let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache.pre_fetch(vec.clone().into_iter(), vec![].into_iter()).unwrap();
 

From 6e9b468a13c698fcb4b48fcbf12ddb4531671ce5 Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Mon, 6 May 2019 14:36:53 +1000
Subject: [PATCH 193/391] replace HashMap with BTreeMap

---
 src/io/csv/record.rs          | 15 +++++++++++++++
 src/property/sled_property.rs |  6 +++---
 2 files changed, 18 insertions(+), 3 deletions(-)

diff --git a/src/io/csv/record.rs b/src/io/csv/record.rs
index f06e403b..e9f747e9 100644
--- a/src/io/csv/record.rs
+++ b/src/io/csv/record.rs
@@ -99,6 +99,21 @@ impl<Id: IdType, E: Hash + Eq> EdgeRecord<Id, E> {
     }
 }
 
+impl<Id: IdType, E: Hash + Eq> From<EdgeRecord<Id, E>> for PropEdgeRecord<Id, E> {
+    fn from(r: EdgeRecord<Id, E>) -> Self {
+        let src = r.src;
+        let dst = r.dst;
+        let label = r.label;
+
+        Self {
+            src,
+            dst,
+            label,
+            properties: BTreeMap::new(),
+        }
+    }
+}
+
 impl<'de, Id: IdType, N: Hash + Eq> Deserialize<'de> for NodeRecord<Id, N>
 where
     Id: serde::Deserialize<'de>,
diff --git a/src/property/sled_property.rs b/src/property/sled_property.rs
index 2ff00ced..4c0e9716 100644
--- a/src/property/sled_property.rs
+++ b/src/property/sled_property.rs
@@ -19,7 +19,7 @@
  * under the License.
  */
 
-use std::collections::HashMap;
+use std::collections::BTreeMap;
 use std::mem::swap;
 use std::path::Path;
 
@@ -159,7 +159,7 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
         match _value {
             Some(value_bytes) => {
                 let value_parsed: JsonValue = from_slice(&value_bytes)?;
-                let mut result = HashMap::<String, JsonValue>::new();
+                let mut result = BTreeMap::<String, JsonValue>::new();
                 for name in names {
                     if value_parsed.get(&name).is_some() {
                         result.insert(name.clone(), value_parsed[&name].clone());
@@ -187,7 +187,7 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
         match _value {
             Some(value_bytes) => {
                 let value_parsed: JsonValue = from_slice(&value_bytes)?;
-                let mut result = HashMap::<String, JsonValue>::new();
+                let mut result = BTreeMap::<String, JsonValue>::new();
                 for name in names {
                     if value_parsed.get(&name).is_some() {
                         result.insert(name.clone(), value_parsed[&name].clone());

From 4c8af500fdaff95f5a494f7c3c7b7c01042f266f Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Mon, 6 May 2019 15:10:25 +1000
Subject: [PATCH 194/391] Removed print statements

---
 src/property/property_parser.rs | 15 +++------------
 1 file changed, 3 insertions(+), 12 deletions(-)

diff --git a/src/property/property_parser.rs b/src/property/property_parser.rs
index 900c1b01..e1fc47b5 100644
--- a/src/property/property_parser.rs
+++ b/src/property/property_parser.rs
@@ -28,7 +28,6 @@ use property::filter::{
 use regex::Regex;
 use serde_json::json;
 use serde_json::Value as JsonValue;
-use std::time::Instant;
 use property::PropertyError;
 use property::filter::PropertyResult;
 use std::collections::HashSet;
@@ -66,8 +65,8 @@ pub fn parse_property_tree(
         }
     }
 
-    println!("Node keys: {:?}", node_property.keys());
-    println!("Edge keys: {:?}", edge_property.keys());
+    debug!("Node keys: {:?}", node_property.keys());
+    debug!("Edge keys: {:?}", edge_property.keys());
 
     (node_property, edge_property)
 }
@@ -78,7 +77,6 @@ pub fn parse_property(cypher_tree: Vec<&str>) -> HashMap<String, Box<Expression>
     let mut result = HashMap::new();
     let mut found = false;
 
-    let instant = Instant::now();
     for i in cypher_tree.clone() {
         if i.contains("> binary operator") || i.contains("> comparison") {
             root = count;
@@ -87,13 +85,9 @@ pub fn parse_property(cypher_tree: Vec<&str>) -> HashMap<String, Box<Expression>
         }
         count += 1;
     }
-    println!("Determine start: {:?}", instant.elapsed());
 
-    let instant = Instant::now();
     let var_list = get_all_vars(&cypher_tree);
-    println!("Collect all vars: {:?}", instant.elapsed());
 
-    let instant = Instant::now();
     let mut candidate_vars = HashSet::new();
 
     for i in root..cypher_tree.len() - 1 {
@@ -118,8 +112,6 @@ pub fn parse_property(cypher_tree: Vec<&str>) -> HashMap<String, Box<Expression>
             result.insert(var.clone(), empty_expression());
         }
     }
-    println!("Build parser: {:?}", instant.elapsed());
-
     result
 }
 
@@ -151,8 +143,7 @@ fn recursive_parser(
     } else if let Some(result) = match_operator(cypher_tree, index, var)? {
         return Ok(result);
     } else {
-        println!("Invalid: {:?}", cypher_tree[index]);
-        panic!("Invalid cypher tree");
+        panic!("Invalid cypher tree: {:?}", cypher_tree[index]);
     }
 }
 

From 74e5ddcbba6d7f1587869f0b84bd92adadfe758b Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Mon, 6 May 2019 16:35:23 +1000
Subject: [PATCH 195/391] Added expresssion cache to store parsed expressions

---
 src/property/mod.rs             |  1 +
 src/property/property_parser.rs | 33 ++++++++++++++++++++++++++++-----
 tests/property_parser.rs        |  4 +---
 3 files changed, 30 insertions(+), 8 deletions(-)

diff --git a/src/property/mod.rs b/src/property/mod.rs
index e1d3eb67..80bffa3b 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -28,6 +28,7 @@ pub use property::property_parser::parse_property;
 pub use property::property_parser::parse_property_tree;
 pub use property::sled_property::SledProperty;
 pub use property::filter::PropertyCache;
+pub use property::property_parser::ExpressionCache;
 
 use generic::IdType;
 use serde_json::Value as JsonValue;
diff --git a/src/property/property_parser.rs b/src/property/property_parser.rs
index e1fc47b5..5d6aa9d4 100644
--- a/src/property/property_parser.rs
+++ b/src/property/property_parser.rs
@@ -33,12 +33,35 @@ use property::filter::PropertyResult;
 use std::collections::HashSet;
 
 
+pub struct ExpressionCache {
+    node_expressions: HashMap<usize, Box<Expression>>,
+    edge_expressions: HashMap<(usize, usize), Box<Expression>>,
+}
+
+impl ExpressionCache {
+    pub fn new(
+        node_expressions: HashMap<usize, Box<Expression>>,
+        edge_expressions: HashMap<(usize, usize), Box<Expression>>,
+    ) -> Self {
+        ExpressionCache {
+            node_expressions,
+            edge_expressions,
+        }
+    }
+
+    pub fn get_node_exp(&self, id: usize) -> Box<Expression> {
+        self.node_expressions[&id].box_clone()
+    }
+
+    pub fn get_edge_exp(&self, src: usize, dst: usize) -> Box<Expression> {
+        self.edge_expressions[&(src, dst)].box_clone()
+    }
+}
+
+
 pub fn parse_property_tree(
     cypher_tree: Vec<String>,
-) -> (
-    HashMap<usize, Box<Expression>>,
-    HashMap<(usize, usize), Box<Expression>>,
-) {
+) -> ExpressionCache {
     // edge_id = (src_id + 1) * count("node pattern") + (dst_id)
     if cypher_tree.len() == 0 {
         panic!("The given cypher tree is empty");
@@ -68,7 +91,7 @@ pub fn parse_property_tree(
     debug!("Node keys: {:?}", node_property.keys());
     debug!("Edge keys: {:?}", edge_property.keys());
 
-    (node_property, edge_property)
+    ExpressionCache::new(node_property, edge_property)
 }
 
 pub fn parse_property(cypher_tree: Vec<&str>) -> HashMap<String, Box<Expression>> {
diff --git a/tests/property_parser.rs b/tests/property_parser.rs
index 0c47b537..e1eb634c 100644
--- a/tests/property_parser.rs
+++ b/tests/property_parser.rs
@@ -44,9 +44,7 @@ fn test_cypher_two_vars() {
 
     let result = lines_from_file("tests/cypher_tree/4.txt");
 
-    let (node_property, edge_property) = parse_property_tree(result.clone());
-    println!("{:?}", node_property.keys());
-    println!("{:?}", edge_property.keys());
+    let _expression_cache = parse_property_tree(result.clone());
 
     let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
     let exp = parse_property(cypher_tree);

From 0613156b9ee9282591df420778d161463a9fde2d Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Mon, 6 May 2019 16:46:34 +1000
Subject: [PATCH 196/391] Changed getter of expression cache to option

---
 src/property/property_parser.rs | 16 ++++++++++++----
 1 file changed, 12 insertions(+), 4 deletions(-)

diff --git a/src/property/property_parser.rs b/src/property/property_parser.rs
index 5d6aa9d4..e8295186 100644
--- a/src/property/property_parser.rs
+++ b/src/property/property_parser.rs
@@ -49,12 +49,20 @@ impl ExpressionCache {
         }
     }
 
-    pub fn get_node_exp(&self, id: usize) -> Box<Expression> {
-        self.node_expressions[&id].box_clone()
+    pub fn get_node_exp(&self, id: usize) -> Option<Box<Expression>> {
+        if self.node_expressions.contains_key(&id) {
+            Some(self.node_expressions[&id].box_clone())
+        } else {
+            None
+        }
     }
 
-    pub fn get_edge_exp(&self, src: usize, dst: usize) -> Box<Expression> {
-        self.edge_expressions[&(src, dst)].box_clone()
+    pub fn get_edge_exp(&self, src: usize, dst: usize) -> Option<Box<Expression>> {
+        if self.edge_expressions.contains_key(&(src, dst)) {
+            Some(self.edge_expressions[&(src, dst)].box_clone())
+        } else {
+            None
+        }
     }
 }
 

From 54880e61a019c31bc65c7fb3656a60d497b3d7b0 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Mon, 6 May 2019 17:08:23 +1000
Subject: [PATCH 197/391] Added Clone to expression cache

---
 src/property/property_parser.rs | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/property/property_parser.rs b/src/property/property_parser.rs
index e8295186..b3f91035 100644
--- a/src/property/property_parser.rs
+++ b/src/property/property_parser.rs
@@ -32,7 +32,7 @@ use property::PropertyError;
 use property::filter::PropertyResult;
 use std::collections::HashSet;
 
-
+#[derive(Clone)]
 pub struct ExpressionCache {
     node_expressions: HashMap<usize, Box<Expression>>,
     edge_expressions: HashMap<(usize, usize), Box<Expression>>,

From 14a7cf570863eb32a3f86508d1c1bbfac84b780d Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Mon, 6 May 2019 17:16:18 +1000
Subject: [PATCH 198/391] Changed from hashbrown to std::collection::hashmap

---
 src/property/property_parser.rs | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/property/property_parser.rs b/src/property/property_parser.rs
index b3f91035..35d21e56 100644
--- a/src/property/property_parser.rs
+++ b/src/property/property_parser.rs
@@ -19,7 +19,7 @@
  * under the License.
  */
 
-use hashbrown::HashMap;
+use std::collections::HashMap;
 use property::filter::empty_expression;
 use property::filter::{
     ArithmeticExpression, ArithmeticOperator, Const, Expression, PredicateExpression,

From 4249323fa36397887ddcccd939c3afc6bd15bdb8 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Mon, 6 May 2019 17:20:36 +1000
Subject: [PATCH 199/391] Added sync and send for expression cache

---
 src/property/property_parser.rs | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/src/property/property_parser.rs b/src/property/property_parser.rs
index 35d21e56..a96a3a96 100644
--- a/src/property/property_parser.rs
+++ b/src/property/property_parser.rs
@@ -20,6 +20,7 @@
  */
 
 use std::collections::HashMap;
+use std::marker::{Sync, Send};
 use property::filter::empty_expression;
 use property::filter::{
     ArithmeticExpression, ArithmeticOperator, Const, Expression, PredicateExpression,
@@ -66,6 +67,8 @@ impl ExpressionCache {
     }
 }
 
+unsafe impl Sync for ExpressionCache {}
+unsafe impl Send for ExpressionCache {}
 
 pub fn parse_property_tree(
     cypher_tree: Vec<String>,

From 5f126028c6dcd75a50ab945043d5fb51558bf710 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Tue, 7 May 2019 04:54:27 +1000
Subject: [PATCH 200/391] Added rocksdb property graph

---
 Cargo.toml                     |   1 +
 src/lib.rs                     |   1 +
 src/property/mod.rs            |   9 +
 src/property/rocks_property.rs | 611 +++++++++++++++++++++++++++++++++
 tests/property_parser.rs       |   2 +-
 5 files changed, 623 insertions(+), 1 deletion(-)
 create mode 100644 src/property/rocks_property.rs

diff --git a/Cargo.toml b/Cargo.toml
index 99131a26..bfbe37b0 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -28,6 +28,7 @@ rayon = "1.0.3"
 serde_json = "1.0.39"
 fxhash = "0.2.1"
 tempdir = "0.3"
+rocksdb = "0.12.2"
 
 [dev-dependencies]
 tempfile = "3.0.4"
diff --git a/src/lib.rs b/src/lib.rs
index 2fb76401..1839932b 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -32,6 +32,7 @@ extern crate serde;
 extern crate serde_cbor;
 extern crate serde_json;
 extern crate sled;
+extern crate rocksdb;
 #[macro_use]
 extern crate log;
 #[macro_use]
diff --git a/src/property/mod.rs b/src/property/mod.rs
index 80bffa3b..115cb88a 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -22,6 +22,7 @@ pub mod cached_property;
 pub mod filter;
 pub mod property_parser;
 pub mod sled_property;
+pub mod rocks_property;
 
 pub use property::cached_property::CachedProperty;
 pub use property::property_parser::parse_property;
@@ -99,6 +100,8 @@ pub trait PropertyGraph<Id: IdType> {
 #[derive(Debug)]
 pub enum PropertyError {
     SledError(sled::Error<()>),
+    ModifyReadOnlyError,
+    RocksError(rocksdb::Error<>),
     BincodeError(std::boxed::Box<bincode::ErrorKind>),
     JsonError(serde_json::Error),
     CborError(serde_cbor::error::Error),
@@ -119,6 +122,12 @@ impl From<sled::Error<()>> for PropertyError {
     }
 }
 
+impl From<rocksdb::Error<>> for PropertyError {
+    fn from(error: rocksdb::Error<>) -> Self {
+        PropertyError::RocksError(error)
+    }
+}
+
 impl From<std::boxed::Box<bincode::ErrorKind>> for PropertyError {
     fn from(error: std::boxed::Box<bincode::ErrorKind>) -> Self {
         PropertyError::BincodeError(error)
diff --git a/src/property/rocks_property.rs b/src/property/rocks_property.rs
new file mode 100644
index 00000000..948d544f
--- /dev/null
+++ b/src/property/rocks_property.rs
@@ -0,0 +1,611 @@
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use std::collections::BTreeMap;
+use std::mem::swap;
+use std::path::Path;
+
+use bincode;
+use serde::Serialize;
+use serde_cbor::{from_slice, to_vec};
+use serde_json::to_value;
+use serde_json::Value as JsonValue;
+use rocksdb::DB as Tree;
+use rocksdb::{WriteBatch, Options};
+
+use generic::IdType;
+use property::{PropertyError, PropertyGraph};
+
+pub struct RocksProperty {
+    node_property: Tree,
+    edge_property: Tree,
+    is_directed: bool,
+    read_only: bool,
+}
+
+impl RocksProperty {
+    pub fn new<P: AsRef<Path> + Clone>(
+        node_path: P,
+        edge_path: P,
+        is_directed: bool,
+    ) -> Result<Self, PropertyError> {
+        Tree::destroy(&Options::default(), node_path.clone())?;
+        Tree::destroy(&Options::default(), edge_path.clone())?;
+
+        let mut opts = Options::default();
+        opts.create_if_missing(true);
+
+        let node_tree = Tree::open(&opts, node_path)?;
+        let edge_tree = Tree::open(&opts, edge_path)?;
+
+        Ok(RocksProperty {
+            node_property: node_tree,
+            edge_property: edge_tree,
+            is_directed,
+            read_only: false,
+        })
+    }
+
+    pub fn open<P: AsRef<Path>>(
+        node_path: P,
+        edge_path: P,
+        is_directed: bool,
+        read_only: bool,
+    ) -> Result<Self, PropertyError> {
+        let node_tree = Tree::open_default(node_path)?;
+        let edge_tree = Tree::open_default(edge_path)?;
+
+        Ok(RocksProperty {
+            node_property: node_tree,
+            edge_property: edge_tree,
+            is_directed,
+            read_only,
+        })
+    }
+
+    pub fn flush(&self) -> Result<(), PropertyError> {
+        if self.read_only {
+            panic!("Trying to modify a read-only db.");
+        }
+
+        self.node_property.flush()?;
+        self.edge_property.flush()?;
+
+        Ok(())
+    }
+
+    #[inline(always)]
+    pub fn is_directed(&self) -> bool {
+        self.is_directed
+    }
+
+    #[inline(always)]
+    fn swap_edge<Id: IdType>(&self, a: &mut Id, b: &mut Id) {
+        if !self.is_directed && a > b {
+            swap(a, b)
+        }
+    }
+}
+
+impl<Id: IdType + Serialize> PropertyGraph<Id> for RocksProperty {
+    #[inline]
+    fn get_node_property(
+        &self,
+        id: Id,
+        names: Vec<String>,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        let id_bytes = bincode::serialize(&id)?;
+        let _value = self.node_property.get(&id_bytes)?;
+        match _value {
+            Some(value_bytes) => {
+                let value_parsed: JsonValue = from_slice(&value_bytes)?;
+                let mut result = BTreeMap::<String, JsonValue>::new();
+                for name in names {
+                    if value_parsed.get(&name).is_some() {
+                        result.insert(name.clone(), value_parsed[&name].clone());
+                    }
+                }
+                Ok(Some(to_value(result)?))
+            }
+            None => Ok(None),
+        }
+    }
+
+    #[inline]
+    fn get_edge_property(
+        &self,
+        mut src: Id,
+        mut dst: Id,
+        names: Vec<String>,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        if !self.is_directed {
+            self.swap_edge(&mut src, &mut dst);
+        }
+
+        let id_bytes = bincode::serialize(&(src, dst))?;
+        let _value = self.edge_property.get(&id_bytes)?;
+        match _value {
+            Some(value_bytes) => {
+                let value_parsed: JsonValue = from_slice(&value_bytes)?;
+                let mut result = BTreeMap::<String, JsonValue>::new();
+                for name in names {
+                    if value_parsed.get(&name).is_some() {
+                        result.insert(name.clone(), value_parsed[&name].clone());
+                    }
+                }
+                Ok(Some(to_value(result)?))
+            }
+            None => Ok(None),
+        }
+    }
+
+    #[inline]
+    fn get_node_property_all(&self, id: Id) -> Result<Option<JsonValue>, PropertyError> {
+        let id_bytes = bincode::serialize(&id)?;
+        let _value = self.node_property.get(&id_bytes)?;
+        match _value {
+            Some(value_bytes) => {
+                let value_parsed: JsonValue = from_slice(&value_bytes)?;
+                Ok(Some(value_parsed.clone()))
+            }
+            None => Ok(None),
+        }
+    }
+
+    #[inline]
+    fn get_edge_property_all(
+        &self,
+        mut src: Id,
+        mut dst: Id,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        if !self.is_directed {
+            self.swap_edge(&mut src, &mut dst);
+        }
+
+        let id_bytes = bincode::serialize(&(src, dst))?;
+        let _value = self.edge_property.get(&id_bytes)?;
+        match _value {
+            Some(value_bytes) => {
+                let value_parsed: JsonValue = from_slice(&value_bytes)?;
+                Ok(Some(value_parsed.clone()))
+            }
+            None => Ok(None),
+        }
+    }
+
+    fn insert_node_property(
+        &mut self,
+        id: Id,
+        prop: JsonValue,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        let names_bytes = to_vec(&prop)?;
+        self.insert_node_raw(id, names_bytes)
+    }
+
+    fn insert_edge_property(
+        &mut self,
+        src: Id,
+        dst: Id,
+        prop: JsonValue,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        let names_bytes = to_vec(&prop)?;
+        self.insert_edge_raw(src, dst, names_bytes)
+    }
+
+    fn extend_node_property<I: IntoIterator<Item = (Id, JsonValue)>>(
+        &mut self,
+        props: I,
+    ) -> Result<(), PropertyError> {
+        let props = props.into_iter().map(|x| (x.0, to_vec(&x.1).unwrap()));
+        self.extend_node_raw(props)
+    }
+
+    fn extend_edge_property<I: IntoIterator<Item = ((Id, Id), JsonValue)>>(
+        &mut self,
+        props: I,
+    ) -> Result<(), PropertyError> {
+        let props = props.into_iter().map(|x| (x.0, to_vec(&x.1).unwrap()));
+        self.extend_edge_raw(props)
+    }
+
+    fn insert_node_raw(
+        &mut self,
+        id: Id,
+        prop: Vec<u8>,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        if self.read_only {
+            return Err(PropertyError::ModifyReadOnlyError);
+        }
+
+        let id_bytes = bincode::serialize(&id)?;
+        let value = self.get_node_property_all(id)?;
+        self.node_property.put(id_bytes, prop)?;
+        self.node_property.flush()?;
+        Ok(value)
+    }
+
+    fn insert_edge_raw(
+        &mut self,
+        mut src: Id,
+        mut dst: Id,
+        prop: Vec<u8>,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        if self.read_only {
+            panic!("Trying to modify a read-only db.");
+        }
+
+        if !self.is_directed {
+            self.swap_edge(&mut src, &mut dst);
+        }
+
+        let id_bytes = bincode::serialize(&(src, dst))?;
+        let value = self.get_edge_property_all(src, dst)?;
+        self.edge_property.put(id_bytes, prop)?;
+        self.edge_property.flush()?;
+        Ok(value)
+    }
+
+    fn extend_node_raw<I: IntoIterator<Item = (Id, Vec<u8>)>>(
+        &mut self,
+        props: I,
+    ) -> Result<(), PropertyError> {
+        if self.read_only {
+            return Err(PropertyError::ModifyReadOnlyError);
+        }
+
+        let mut batch = WriteBatch::default();
+        for (id, prop) in props {
+            let id_bytes = bincode::serialize(&id)?;
+            batch.put(id_bytes, prop)?;
+        }
+
+        self.node_property.write(batch)?;
+        self.node_property.flush()?;
+        Ok(())
+    }
+
+    fn extend_edge_raw<I: IntoIterator<Item = ((Id, Id), Vec<u8>)>>(
+        &mut self,
+        props: I,
+    ) -> Result<(), PropertyError> {
+        if self.read_only {
+            return Err(PropertyError::ModifyReadOnlyError);
+        }
+
+        let mut batch = WriteBatch::default();
+        for (id, prop) in props {
+            let (mut src, mut dst) = id;
+            if !self.is_directed {
+                self.swap_edge(&mut src, &mut dst);
+            }
+
+            let id_bytes = bincode::serialize(&(src, dst))?;
+            batch.put(id_bytes, prop)?;
+        }
+
+        self.edge_property.write(batch)?;
+        self.edge_property.flush()?;
+        Ok(())
+    }
+}
+
+#[cfg(test)]
+mod test {
+    extern crate tempdir;
+
+    use super::*;
+    use serde_json::json;
+
+    #[test]
+    fn test_insert_raw_node() {
+
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        let mut graph = RocksProperty::new(
+            node_path,
+            edge_path,
+            false,
+        )
+            .unwrap();
+
+        let new_prop = json!({"name":"jack"});
+        let raw_prop = to_vec(&new_prop).unwrap();
+
+        graph.insert_node_raw(0u32, raw_prop).unwrap();
+        let node_property = graph.get_node_property_all(0u32).unwrap();
+
+        assert_eq!(Some(json!({"name":"jack"})), node_property);
+    }
+
+    #[test]
+    fn test_insert_raw_edge() {
+
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        let mut graph = RocksProperty::new(
+            node_path,
+            edge_path,
+            false,
+        )
+            .unwrap();
+
+        let new_prop = json!({"length":"15"});
+        let raw_prop = to_vec(&new_prop).unwrap();
+
+        graph.insert_edge_raw(0u32, 1u32, raw_prop).unwrap();
+        let node_property = graph.get_edge_property_all(0u32, 1u32).unwrap();
+
+        assert_eq!(Some(json!({"length":"15"})), node_property);
+    }
+
+    #[test]
+    fn test_insert_property_node() {
+
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        let mut graph = RocksProperty::new(
+            node_path,
+            edge_path,
+            false,
+        )
+            .unwrap();
+
+        let new_prop = json!({"name":"jack"});
+
+        graph.insert_node_property(0u32, new_prop).unwrap();
+        let node_property = graph.get_node_property_all(0u32).unwrap();
+
+        assert_eq!(Some(json!({"name":"jack"})), node_property);
+    }
+
+    #[test]
+    fn test_insert_property_edge() {
+
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        let mut graph = RocksProperty::new(
+            node_path,
+            edge_path,
+            false,
+        )
+            .unwrap();
+
+        let new_prop = json!({"length":"15"});
+
+        graph.insert_edge_property(0u32, 1u32, new_prop).unwrap();
+        let node_property = graph.get_edge_property_all(0u32, 1u32).unwrap();
+
+        assert_eq!(Some(json!({"length":"15"})), node_property);
+    }
+
+    #[test]
+    fn test_extend_raw_node() {
+
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        let mut graph = RocksProperty::new(
+            node_path,
+            edge_path,
+            false,
+        )
+            .unwrap();
+
+        let new_prop = json!({"name":"jack"});
+        let raw_prop = to_vec(&new_prop).unwrap();
+        let raw_properties = vec![(0u32, raw_prop)].into_iter();
+        graph.extend_node_raw(raw_properties).unwrap();
+
+        let node_property = graph.get_node_property_all(0u32).unwrap();
+
+        assert_eq!(Some(json!({"name":"jack"})), node_property);
+    }
+
+    #[test]
+    fn test_extend_raw_edge() {
+
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        let mut graph = RocksProperty::new(
+            node_path,
+            edge_path,
+            false,
+        )
+            .unwrap();
+
+        let new_prop = json!({"length":"15"});
+        let raw_prop = to_vec(&new_prop).unwrap();
+        let raw_properties = vec![((0u32, 1u32), raw_prop)].into_iter();
+        graph.extend_edge_raw(raw_properties).unwrap();
+        let edge_property = graph.get_edge_property_all(0u32, 1u32).unwrap();
+
+        assert_eq!(Some(json!({"length":"15"})), edge_property);
+    }
+
+    #[test]
+    fn test_extend_property_node() {
+
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        let mut graph = RocksProperty::new(
+            node_path,
+            edge_path,
+            false,
+        )
+            .unwrap();
+
+        let new_prop = json!({"name":"jack"});
+
+        let properties = vec![(0u32, new_prop)].into_iter();
+        graph.extend_node_property(properties).unwrap();
+
+        let node_property = graph.get_node_property_all(0u32).unwrap();
+
+        assert_eq!(Some(json!({"name":"jack"})), node_property);
+    }
+
+    #[test]
+    fn test_extend_property_edge() {
+
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        let mut graph = RocksProperty::new(
+            node_path,
+            edge_path,
+            false,
+        )
+            .unwrap();
+
+        let new_prop = json!({"length":"15"});
+
+        let properties = vec![((0u32, 1u32), new_prop)].into_iter();
+        graph.extend_edge_property(properties).unwrap();
+        let edge_property = graph.get_edge_property_all(0u32, 1u32).unwrap();
+
+        assert_eq!(Some(json!({"length":"15"})), edge_property);
+    }
+
+    #[test]
+    fn test_open_existing_db() {
+
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        {
+            let mut graph0 = RocksProperty::new(node_path, edge_path, false).unwrap();
+
+            graph0
+                .insert_node_property(0u32, json!({"name": "jack"}))
+                .unwrap();
+
+            assert_eq!(
+                graph0.get_node_property_all(0u32).unwrap(),
+                Some(json!({"name": "jack"}))
+            );
+        }
+
+        let graph1 = RocksProperty::open(node_path, edge_path, false, false).unwrap();
+        assert_eq!(
+            graph1.get_node_property_all(0u32).unwrap(),
+            Some(json!({"name": "jack"}))
+        );
+    }
+    
+    #[test]
+    fn test_open_writable_db() {
+
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        {
+            let mut graph0 = RocksProperty::new(node_path, edge_path, false).unwrap();
+
+            graph0
+                .insert_node_property(0u32, json!({"name": "jack"}))
+                .unwrap();
+
+            assert_eq!(
+                graph0.get_node_property_all(0u32).unwrap(),
+                Some(json!({"name": "jack"}))
+            );
+        }
+        let mut graph1 = RocksProperty::open(node_path, edge_path, false, false).unwrap();
+        graph1
+            .insert_node_property(1u32, json!({"name": "tom"}))
+            .unwrap();
+        assert_eq!(
+            graph1.get_node_property_all(1u32).unwrap(),
+            Some(json!({"name": "tom"}))
+        );
+    }
+
+    #[test]
+    fn test_open_readonly_db() {
+
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        {
+            let mut graph0 = RocksProperty::new(node_path, edge_path, false).unwrap();
+
+            graph0
+                .insert_node_property(0u32, json!({"name": "jack"}))
+                .unwrap();
+
+            assert_eq!(
+                graph0.get_node_property_all(0u32).unwrap(),
+                Some(json!({"name": "jack"}))
+            );
+        }
+
+        let mut graph1 = RocksProperty::open(node_path, edge_path, false, true).unwrap();
+        assert_eq!(
+            graph1.get_node_property_all(0u32).unwrap(),
+            Some(json!({"name": "jack"}))
+        );
+
+        let err = graph1
+            .insert_node_property(1u32, json!({"name": "tom"}))
+            .is_err();
+        assert_eq!(err, true);
+    }
+    
+}
diff --git a/tests/property_parser.rs b/tests/property_parser.rs
index e1eb634c..002f92fa 100644
--- a/tests/property_parser.rs
+++ b/tests/property_parser.rs
@@ -44,7 +44,7 @@ fn test_cypher_two_vars() {
 
     let result = lines_from_file("tests/cypher_tree/4.txt");
 
-    let _expression_cache = parse_property_tree(result.clone());
+    let _expression_cache = parse_property_tree(result.clone()).clone();
 
     let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
     let exp = parse_property(cypher_tree);

From 4844b6d6a3de24c330208c1f099c02cc47d788ff Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Tue, 7 May 2019 05:07:30 +1000
Subject: [PATCH 201/391] Replaced panic with property error

---
 src/property/rocks_property.rs | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/property/rocks_property.rs b/src/property/rocks_property.rs
index 948d544f..8aaa3b52 100644
--- a/src/property/rocks_property.rs
+++ b/src/property/rocks_property.rs
@@ -249,7 +249,7 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for RocksProperty {
         prop: Vec<u8>,
     ) -> Result<Option<JsonValue>, PropertyError> {
         if self.read_only {
-            panic!("Trying to modify a read-only db.");
+            return Err(PropertyError::ModifyReadOnlyError);
         }
 
         if !self.is_directed {

From afa74a97a23e435f22ed5459e910f23a01e38143 Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Tue, 7 May 2019 13:22:16 +1000
Subject: [PATCH 202/391] rustfmt

---
 src/lib.rs                                  |  2 +-
 src/property/filter/edge_property_filter.rs |  9 ++-
 src/property/filter/mod.rs                  |  4 +-
 src/property/filter/node_property_filter.rs | 13 ++--
 src/property/filter/property_cache.rs       | 73 +++++++++++---------
 src/property/mod.rs                         | 12 ++--
 src/property/property_parser.rs             | 41 +++++------
 src/property/rocks_property.rs              | 75 ++++-----------------
 tests/property.rs                           | 48 +++++++++----
 tests/property_parser.rs                    | 32 ++++++---
 10 files changed, 159 insertions(+), 150 deletions(-)

diff --git a/src/lib.rs b/src/lib.rs
index 1839932b..eec01e11 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -28,11 +28,11 @@ extern crate indexmap;
 extern crate itertools;
 extern crate rand;
 extern crate rayon;
+extern crate rocksdb;
 extern crate serde;
 extern crate serde_cbor;
 extern crate serde_json;
 extern crate sled;
-extern crate rocksdb;
 #[macro_use]
 extern crate log;
 #[macro_use]
diff --git a/src/property/filter/edge_property_filter.rs b/src/property/filter/edge_property_filter.rs
index 56780400..8cbe0331 100644
--- a/src/property/filter/edge_property_filter.rs
+++ b/src/property/filter/edge_property_filter.rs
@@ -26,7 +26,7 @@
 use generic::IdType;
 use property::filter::PropertyResult;
 use property::filter::{EdgeCache, Expression, NodeCache};
-use property::{PropertyCache, PropertyGraph, PropertyError};
+use property::{PropertyCache, PropertyError, PropertyGraph};
 
 pub fn filter_edge<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>(
     id: (Id, Id),
@@ -45,7 +45,12 @@ pub fn filter_edge<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: Edg
     }
 }
 
-pub fn get_edge_filter_result<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>(
+pub fn get_edge_filter_result<
+    Id: IdType,
+    PG: PropertyGraph<Id>,
+    NC: NodeCache<Id>,
+    EC: EdgeCache<Id>,
+>(
     id: (Id, Id),
     property_cache: &PropertyCache<Id, PG, NC, EC>,
     expression: Box<Expression>,
diff --git a/src/property/filter/mod.rs b/src/property/filter/mod.rs
index 03eec7f0..bc1bd3c2 100644
--- a/src/property/filter/mod.rs
+++ b/src/property/filter/mod.rs
@@ -35,8 +35,8 @@ pub mod filter_errors;
 pub mod hash_property_cache;
 pub mod node_property_filter;
 pub mod predicate_expression;
-pub mod value_expression;
 pub mod property_cache;
+pub mod value_expression;
 
 use generic::IdType;
 use serde_json::json;
@@ -50,8 +50,8 @@ pub use property::filter::expression_operator::{ArithmeticOperator, PredicateOpe
 pub use property::filter::hash_property_cache::{HashEdgeCache, HashNodeCache};
 pub use property::filter::node_property_filter::filter_node;
 pub use property::filter::predicate_expression::PredicateExpression;
-pub use property::filter::value_expression::{Const, Var};
 pub use property::filter::property_cache::PropertyCache;
+pub use property::filter::value_expression::{Const, Var};
 
 pub type PropertyResult<T> = Result<T, PropertyError>;
 
diff --git a/src/property/filter/node_property_filter.rs b/src/property/filter/node_property_filter.rs
index edf920b1..4cb40a52 100644
--- a/src/property/filter/node_property_filter.rs
+++ b/src/property/filter/node_property_filter.rs
@@ -24,8 +24,8 @@
 // 3. when running ,first pass the queried id to filter function, then get value with the hashmap.get(id), then pass value to get_result recursion.
 
 use generic::IdType;
-use property::filter::{Expression, NodeCache, PropertyResult, EdgeCache};
-use property::{PropertyCache, PropertyGraph, PropertyError};
+use property::filter::{EdgeCache, Expression, NodeCache, PropertyResult};
+use property::{PropertyCache, PropertyError, PropertyGraph};
 
 pub fn filter_node<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>(
     id: Id,
@@ -38,12 +38,17 @@ pub fn filter_node<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: Edg
         false
     } else {
         let bool_result = result.unwrap();
-//        println!("node {:?} got result {:?}", id, bool_result);
+        //        println!("node {:?} got result {:?}", id, bool_result);
         bool_result
     }
 }
 
-pub fn get_node_filter_result<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>(
+pub fn get_node_filter_result<
+    Id: IdType,
+    PG: PropertyGraph<Id>,
+    NC: NodeCache<Id>,
+    EC: EdgeCache<Id>,
+>(
     id: Id,
     property_cache: &PropertyCache<Id, PG, NC, EC>,
     expression: Box<Expression>,
diff --git a/src/property/filter/property_cache.rs b/src/property/filter/property_cache.rs
index 1372bf2a..8e3e17be 100644
--- a/src/property/filter/property_cache.rs
+++ b/src/property/filter/property_cache.rs
@@ -18,21 +18,20 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-use std::sync::Arc;
-use property::{PropertyGraph, SledProperty};
-use property::filter::{NodeCache, EdgeCache, HashEdgeCache, HashNodeCache};
+use generic::DefaultId;
 use generic::IdType;
-use serde_json::Value as JsonValue;
 use property::filter::PropertyResult;
+use property::filter::{EdgeCache, HashEdgeCache, HashNodeCache, NodeCache};
+use property::{PropertyGraph, SledProperty};
+use serde_json::Value as JsonValue;
 use std::marker::PhantomData;
-use generic::DefaultId;
-
+use std::sync::Arc;
 
 pub struct PropertyCache<
     Id: IdType = DefaultId,
     PG: PropertyGraph<Id> = SledProperty,
     NC: NodeCache<Id> = HashNodeCache<Id>,
-    EC: EdgeCache<Id> = HashEdgeCache<Id>
+    EC: EdgeCache<Id> = HashEdgeCache<Id>,
 > {
     property_graph: Option<Arc<PG>>,
     node_cache: NC,
@@ -40,37 +39,30 @@ pub struct PropertyCache<
     phantom: PhantomData<Id>,
 }
 
-impl<
-    Id: IdType,
-    PG: PropertyGraph<Id>
-> PropertyCache<Id, PG> {
+impl<Id: IdType, PG: PropertyGraph<Id>> PropertyCache<Id, PG> {
     pub fn new_default(property_graph: Option<Arc<PG>>) -> Self {
         PropertyCache {
             property_graph,
             node_cache: HashNodeCache::new(),
             edge_cache: HashEdgeCache::new(),
-            phantom: PhantomData
+            phantom: PhantomData,
         }
     }
 }
 
-
-impl<
-    Id: IdType,
-    PG: PropertyGraph<Id>,
-    NC: NodeCache<Id>,
-    EC: EdgeCache<Id>
-> PropertyCache<Id, PG, NC, EC> {
+impl<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>
+    PropertyCache<Id, PG, NC, EC>
+{
     pub fn new(property_graph: Option<Arc<PG>>, node_cache: NC, edge_cache: EC) -> Self {
         PropertyCache {
             property_graph,
             node_cache,
             edge_cache,
-            phantom: PhantomData
+            phantom: PhantomData,
         }
     }
 
-    pub fn pre_fetch<NI: IntoIterator<Item=Id>, EI: IntoIterator<Item=(Id, Id)>>(
+    pub fn pre_fetch<NI: IntoIterator<Item = Id>, EI: IntoIterator<Item = (Id, Id)>>(
         &mut self,
         nodes: NI,
         edges: EI,
@@ -103,13 +95,12 @@ impl<
     }
 }
 
-
 mod test {
     extern crate tempdir;
 
     use super::*;
+    use property::filter::{HashEdgeCache, HashNodeCache};
     use property::SledProperty;
-    use property::filter::{HashNodeCache, HashEdgeCache};
     use serde_json::json;
     use std::collections::HashMap;
 
@@ -138,17 +129,29 @@ mod test {
             edge_property.clone().into_iter(),
             true,
         )
+        .unwrap();
+
+        let mut property_cache = PropertyCache::new(
+            Some(Arc::new(graph)),
+            HashNodeCache::new(),
+            HashEdgeCache::new(),
+        );
+        property_cache
+            .pre_fetch(
+                vec![0u32, 1u32, 2u32].into_iter(),
+                vec![(0u32, 1u32), (1u32, 2u32), (2u32, 0u32)].into_iter(),
+            )
             .unwrap();
-
-        let mut property_cache = PropertyCache::new(Some(Arc::new(graph)), HashNodeCache::new(), HashEdgeCache::new());
-        property_cache.pre_fetch(vec![0u32, 1u32, 2u32].into_iter(), vec![(0u32, 1u32), (1u32, 2u32), (2u32, 0u32)].into_iter()).unwrap();
         for (key, value) in node_property.into_iter() {
             assert!(property_cache.get_node_property(key).is_ok());
             assert_eq!(property_cache.get_node_property(key).unwrap(), value);
         }
         for (key, value) in edge_property.into_iter() {
             assert!(property_cache.get_edge_property(key.0, key.1).is_ok());
-            assert_eq!(property_cache.get_edge_property(key.0, key.1).unwrap(), value);
+            assert_eq!(
+                property_cache.get_edge_property(key.0, key.1).unwrap(),
+                value
+            );
         }
     }
 
@@ -177,18 +180,26 @@ mod test {
             edge_property.clone().into_iter(),
             true,
         )
-            .unwrap();
+        .unwrap();
 
         let mut property_cache = PropertyCache::new_default(Some(Arc::new(graph)));
 
-        property_cache.pre_fetch(vec![0u32, 1u32, 2u32].into_iter(), vec![(0u32, 1u32), (1u32, 2u32), (2u32, 0u32)].into_iter()).unwrap();
+        property_cache
+            .pre_fetch(
+                vec![0u32, 1u32, 2u32].into_iter(),
+                vec![(0u32, 1u32), (1u32, 2u32), (2u32, 0u32)].into_iter(),
+            )
+            .unwrap();
         for (key, value) in node_property.into_iter() {
             assert!(property_cache.get_node_property(key).is_ok());
             assert_eq!(property_cache.get_node_property(key).unwrap(), value);
         }
         for (key, value) in edge_property.into_iter() {
             assert!(property_cache.get_edge_property(key.0, key.1).is_ok());
-            assert_eq!(property_cache.get_edge_property(key.0, key.1).unwrap(), value);
+            assert_eq!(
+                property_cache.get_edge_property(key.0, key.1).unwrap(),
+                value
+            );
         }
     }
 
@@ -197,4 +208,4 @@ mod test {
         let property_cache: PropertyCache<u32, SledProperty> = PropertyCache::new_default(None);
         assert_eq!(property_cache.is_disabled(), true);
     }
-}
\ No newline at end of file
+}
diff --git a/src/property/mod.rs b/src/property/mod.rs
index 115cb88a..e47855ee 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -21,15 +21,15 @@
 pub mod cached_property;
 pub mod filter;
 pub mod property_parser;
-pub mod sled_property;
 pub mod rocks_property;
+pub mod sled_property;
 
 pub use property::cached_property::CachedProperty;
+pub use property::filter::PropertyCache;
 pub use property::property_parser::parse_property;
 pub use property::property_parser::parse_property_tree;
-pub use property::sled_property::SledProperty;
-pub use property::filter::PropertyCache;
 pub use property::property_parser::ExpressionCache;
+pub use property::sled_property::SledProperty;
 
 use generic::IdType;
 use serde_json::Value as JsonValue;
@@ -101,7 +101,7 @@ pub trait PropertyGraph<Id: IdType> {
 pub enum PropertyError {
     SledError(sled::Error<()>),
     ModifyReadOnlyError,
-    RocksError(rocksdb::Error<>),
+    RocksError(rocksdb::Error),
     BincodeError(std::boxed::Box<bincode::ErrorKind>),
     JsonError(serde_json::Error),
     CborError(serde_cbor::error::Error),
@@ -122,8 +122,8 @@ impl From<sled::Error<()>> for PropertyError {
     }
 }
 
-impl From<rocksdb::Error<>> for PropertyError {
-    fn from(error: rocksdb::Error<>) -> Self {
+impl From<rocksdb::Error> for PropertyError {
+    fn from(error: rocksdb::Error) -> Self {
         PropertyError::RocksError(error)
     }
 }
diff --git a/src/property/property_parser.rs b/src/property/property_parser.rs
index a96a3a96..5762961b 100644
--- a/src/property/property_parser.rs
+++ b/src/property/property_parser.rs
@@ -19,19 +19,19 @@
  * under the License.
  */
 
-use std::collections::HashMap;
-use std::marker::{Sync, Send};
 use property::filter::empty_expression;
+use property::filter::PropertyResult;
 use property::filter::{
     ArithmeticExpression, ArithmeticOperator, Const, Expression, PredicateExpression,
     PredicateOperator, Var,
 };
+use property::PropertyError;
 use regex::Regex;
 use serde_json::json;
 use serde_json::Value as JsonValue;
-use property::PropertyError;
-use property::filter::PropertyResult;
+use std::collections::HashMap;
 use std::collections::HashSet;
+use std::marker::{Send, Sync};
 
 #[derive(Clone)]
 pub struct ExpressionCache {
@@ -70,9 +70,7 @@ impl ExpressionCache {
 unsafe impl Sync for ExpressionCache {}
 unsafe impl Send for ExpressionCache {}
 
-pub fn parse_property_tree(
-    cypher_tree: Vec<String>,
-) -> ExpressionCache {
+pub fn parse_property_tree(cypher_tree: Vec<String>) -> ExpressionCache {
     // edge_id = (src_id + 1) * count("node pattern") + (dst_id)
     if cypher_tree.len() == 0 {
         panic!("The given cypher tree is empty");
@@ -139,7 +137,7 @@ pub fn parse_property(cypher_tree: Vec<&str>) -> HashMap<String, Box<Expression>
         if found && candidate_vars.contains(&var) {
             let expression = match recursive_parser(&cypher_tree, root, var.as_str()) {
                 Ok(exp) => exp,
-                _ => empty_expression()
+                _ => empty_expression(),
             };
             result.insert(var.clone(), expression);
         } else {
@@ -168,7 +166,8 @@ fn get_all_vars(cypher_tree: &Vec<&str>) -> Vec<String> {
 
 fn recursive_parser(
     cypher_tree: &Vec<&str>,
-    index: usize, var: &str
+    index: usize,
+    var: &str,
 ) -> PropertyResult<Box<Expression>> {
     if let Some(result) = match_val(cypher_tree, index, var)? {
         return Ok(result);
@@ -184,7 +183,7 @@ fn recursive_parser(
 fn match_operator(
     cypher_tree: &Vec<&str>,
     index: usize,
-    var: &str
+    var: &str,
 ) -> PropertyResult<Option<Box<Expression>>> {
     let syntax: &str = cypher_tree[index];
     let re =
@@ -211,15 +210,13 @@ fn match_operator(
             let right = recursive_parser(cypher_tree, right_index, var);
             if left.is_err() || right.is_err() {
                 Ok(Some(empty_expression()))
-            } else{
+            } else {
                 Ok(Some(Box::new(PredicateExpression::new(
                     left.unwrap(),
                     right.unwrap(),
                     operator,
                 ))))
             }
-
-
         } else {
             let operator = match &caps["operator"] {
                 "+" => ArithmeticOperator::Add,
@@ -234,7 +231,7 @@ fn match_operator(
             let right = recursive_parser(cypher_tree, right_index, var);
             if left.is_err() || right.is_err() {
                 Err(PropertyError::CrossComparisonError)
-            } else{
+            } else {
                 Ok(Some(Box::new(ArithmeticExpression::new(
                     left.unwrap(),
                     right.unwrap(),
@@ -250,7 +247,7 @@ fn match_operator(
 fn match_val(
     cypher_tree: &Vec<&str>,
     index: usize,
-    _var: &str
+    _var: &str,
 ) -> PropertyResult<Option<Box<Expression>>> {
     let syntax: &str = cypher_tree[index];
     let re = Regex::new(r"> (?P<type_name>\w+)\W+?(?P<value>[\w.]+)").unwrap();
@@ -259,11 +256,17 @@ fn match_val(
         let value = &caps["value"];
 
         if type_name == "integer" {
-            Ok(Some(Box::new(Const::new(json!(value.parse::<i32>().unwrap())))))
+            Ok(Some(Box::new(Const::new(json!(value
+                .parse::<i32>()
+                .unwrap())))))
         } else if type_name == "float" {
-            Ok(Some(Box::new(Const::new(json!(value.parse::<f64>().unwrap())))))
+            Ok(Some(Box::new(Const::new(json!(value
+                .parse::<f64>()
+                .unwrap())))))
         } else if type_name == "string" {
-            Ok(Some(Box::new(Const::new(JsonValue::String(value.to_string())))))
+            Ok(Some(Box::new(Const::new(JsonValue::String(
+                value.to_string(),
+            )))))
         } else {
             Ok(None)
         }
@@ -275,7 +278,7 @@ fn match_val(
 fn match_var(
     cypher_tree: &Vec<&str>,
     index: usize,
-    var: &str
+    var: &str,
 ) -> PropertyResult<Option<Box<Expression>>> {
     let syntax: &str = cypher_tree[index];
     let re = Regex::new(r"> property\s+@(?P<var_index>\w+)\.@(?P<attribute_index>\w+)").unwrap();
diff --git a/src/property/rocks_property.rs b/src/property/rocks_property.rs
index 8aaa3b52..78feb351 100644
--- a/src/property/rocks_property.rs
+++ b/src/property/rocks_property.rs
@@ -24,12 +24,12 @@ use std::mem::swap;
 use std::path::Path;
 
 use bincode;
+use rocksdb::DB as Tree;
+use rocksdb::{Options, WriteBatch};
 use serde::Serialize;
 use serde_cbor::{from_slice, to_vec};
 use serde_json::to_value;
 use serde_json::Value as JsonValue;
-use rocksdb::DB as Tree;
-use rocksdb::{WriteBatch, Options};
 
 use generic::IdType;
 use property::{PropertyError, PropertyGraph};
@@ -316,19 +316,13 @@ mod test {
 
     #[test]
     fn test_insert_raw_node() {
-
         let node = tempdir::TempDir::new("node").unwrap();
         let edge = tempdir::TempDir::new("edge").unwrap();
 
         let node_path = node.path();
         let edge_path = edge.path();
 
-        let mut graph = RocksProperty::new(
-            node_path,
-            edge_path,
-            false,
-        )
-            .unwrap();
+        let mut graph = RocksProperty::new(node_path, edge_path, false).unwrap();
 
         let new_prop = json!({"name":"jack"});
         let raw_prop = to_vec(&new_prop).unwrap();
@@ -341,19 +335,13 @@ mod test {
 
     #[test]
     fn test_insert_raw_edge() {
-
         let node = tempdir::TempDir::new("node").unwrap();
         let edge = tempdir::TempDir::new("edge").unwrap();
 
         let node_path = node.path();
         let edge_path = edge.path();
 
-        let mut graph = RocksProperty::new(
-            node_path,
-            edge_path,
-            false,
-        )
-            .unwrap();
+        let mut graph = RocksProperty::new(node_path, edge_path, false).unwrap();
 
         let new_prop = json!({"length":"15"});
         let raw_prop = to_vec(&new_prop).unwrap();
@@ -366,19 +354,13 @@ mod test {
 
     #[test]
     fn test_insert_property_node() {
-
         let node = tempdir::TempDir::new("node").unwrap();
         let edge = tempdir::TempDir::new("edge").unwrap();
 
         let node_path = node.path();
         let edge_path = edge.path();
 
-        let mut graph = RocksProperty::new(
-            node_path,
-            edge_path,
-            false,
-        )
-            .unwrap();
+        let mut graph = RocksProperty::new(node_path, edge_path, false).unwrap();
 
         let new_prop = json!({"name":"jack"});
 
@@ -390,19 +372,13 @@ mod test {
 
     #[test]
     fn test_insert_property_edge() {
-
         let node = tempdir::TempDir::new("node").unwrap();
         let edge = tempdir::TempDir::new("edge").unwrap();
 
         let node_path = node.path();
         let edge_path = edge.path();
 
-        let mut graph = RocksProperty::new(
-            node_path,
-            edge_path,
-            false,
-        )
-            .unwrap();
+        let mut graph = RocksProperty::new(node_path, edge_path, false).unwrap();
 
         let new_prop = json!({"length":"15"});
 
@@ -414,19 +390,13 @@ mod test {
 
     #[test]
     fn test_extend_raw_node() {
-
         let node = tempdir::TempDir::new("node").unwrap();
         let edge = tempdir::TempDir::new("edge").unwrap();
 
         let node_path = node.path();
         let edge_path = edge.path();
 
-        let mut graph = RocksProperty::new(
-            node_path,
-            edge_path,
-            false,
-        )
-            .unwrap();
+        let mut graph = RocksProperty::new(node_path, edge_path, false).unwrap();
 
         let new_prop = json!({"name":"jack"});
         let raw_prop = to_vec(&new_prop).unwrap();
@@ -440,19 +410,13 @@ mod test {
 
     #[test]
     fn test_extend_raw_edge() {
-
         let node = tempdir::TempDir::new("node").unwrap();
         let edge = tempdir::TempDir::new("edge").unwrap();
 
         let node_path = node.path();
         let edge_path = edge.path();
 
-        let mut graph = RocksProperty::new(
-            node_path,
-            edge_path,
-            false,
-        )
-            .unwrap();
+        let mut graph = RocksProperty::new(node_path, edge_path, false).unwrap();
 
         let new_prop = json!({"length":"15"});
         let raw_prop = to_vec(&new_prop).unwrap();
@@ -465,19 +429,13 @@ mod test {
 
     #[test]
     fn test_extend_property_node() {
-
         let node = tempdir::TempDir::new("node").unwrap();
         let edge = tempdir::TempDir::new("edge").unwrap();
 
         let node_path = node.path();
         let edge_path = edge.path();
 
-        let mut graph = RocksProperty::new(
-            node_path,
-            edge_path,
-            false,
-        )
-            .unwrap();
+        let mut graph = RocksProperty::new(node_path, edge_path, false).unwrap();
 
         let new_prop = json!({"name":"jack"});
 
@@ -491,19 +449,13 @@ mod test {
 
     #[test]
     fn test_extend_property_edge() {
-
         let node = tempdir::TempDir::new("node").unwrap();
         let edge = tempdir::TempDir::new("edge").unwrap();
 
         let node_path = node.path();
         let edge_path = edge.path();
 
-        let mut graph = RocksProperty::new(
-            node_path,
-            edge_path,
-            false,
-        )
-            .unwrap();
+        let mut graph = RocksProperty::new(node_path, edge_path, false).unwrap();
 
         let new_prop = json!({"length":"15"});
 
@@ -516,7 +468,6 @@ mod test {
 
     #[test]
     fn test_open_existing_db() {
-
         let node = tempdir::TempDir::new("node").unwrap();
         let edge = tempdir::TempDir::new("edge").unwrap();
 
@@ -542,10 +493,9 @@ mod test {
             Some(json!({"name": "jack"}))
         );
     }
-    
+
     #[test]
     fn test_open_writable_db() {
-
         let node = tempdir::TempDir::new("node").unwrap();
         let edge = tempdir::TempDir::new("edge").unwrap();
 
@@ -576,7 +526,6 @@ mod test {
 
     #[test]
     fn test_open_readonly_db() {
-
         let node = tempdir::TempDir::new("node").unwrap();
         let edge = tempdir::TempDir::new("edge").unwrap();
 
@@ -607,5 +556,5 @@ mod test {
             .is_err();
         assert_eq!(err, true);
     }
-    
+
 }
diff --git a/tests/property.rs b/tests/property.rs
index 33df228d..b9356dc0 100644
--- a/tests/property.rs
+++ b/tests/property.rs
@@ -28,7 +28,6 @@ use rust_graph::property::*;
 use serde_json::json;
 use std::sync::Arc;
 
-
 #[test]
 fn test_cached_boolean_expression() {
     // WHERE a.is_member;
@@ -37,7 +36,9 @@ fn test_cached_boolean_expression() {
     let property_graph = create_cached_property();
 
     let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
-    property_cache.pre_fetch(vec![0, 1].into_iter(), vec![].into_iter()).unwrap();
+    property_cache
+        .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
+        .unwrap();
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
@@ -62,7 +63,9 @@ fn test_cached_num_compare_expression() {
     let property_graph = create_cached_property();
 
     let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
-    property_cache.pre_fetch(vec![0, 1].into_iter(), vec![].into_iter()).unwrap();
+    property_cache
+        .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
+        .unwrap();
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
@@ -94,7 +97,9 @@ fn test_cached_arithmetic_expression() {
     let property_graph = create_cached_property();
 
     let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
-    property_cache.pre_fetch(vec![0, 1].into_iter(), vec![].into_iter()).unwrap();
+    property_cache
+        .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
+        .unwrap();
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
@@ -128,7 +133,9 @@ fn test_cached_logical_expression() {
     let property_graph = create_cached_property();
 
     let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
-    property_cache.pre_fetch(vec![0, 1].into_iter(), vec![].into_iter()).unwrap();
+    property_cache
+        .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
+        .unwrap();
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
@@ -153,7 +160,9 @@ fn test_cached_string_compare_expression() {
     let property_graph = create_cached_property();
 
     let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
-    property_cache.pre_fetch(vec![0, 1].into_iter(), vec![].into_iter()).unwrap();
+    property_cache
+        .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
+        .unwrap();
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
@@ -185,7 +194,9 @@ fn test_cached_string_concat_expression() {
     let property_graph = create_cached_property();
 
     let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
-    property_cache.pre_fetch(vec![0, 1].into_iter(), vec![].into_iter()).unwrap();
+    property_cache
+        .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
+        .unwrap();
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
@@ -210,7 +221,9 @@ fn test_cached_range_predicate_expression() {
     let property_graph = create_cached_property();
 
     let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
-    property_cache.pre_fetch(vec![0, 1].into_iter(), vec![].into_iter()).unwrap();
+    property_cache
+        .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
+        .unwrap();
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
@@ -228,7 +241,9 @@ fn test_cached_error_boolean_expression() {
     let property_graph = create_cached_property();
 
     let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
-    property_cache.pre_fetch(vec![0, 1].into_iter(), vec![].into_iter()).unwrap();
+    property_cache
+        .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
+        .unwrap();
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
@@ -301,7 +316,9 @@ fn test_cached_complex_expression() {
     let property_graph = create_cached_property();
 
     let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
-    property_cache.pre_fetch(vec![0, 1].into_iter(), vec![].into_iter()).unwrap();
+    property_cache
+        .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
+        .unwrap();
 
     let _result: Vec<u32> = vec![0, 1]
         .into_iter()
@@ -310,7 +327,6 @@ fn test_cached_complex_expression() {
     //    assert_eq!(vec![0], result);
 }
 
-
 #[test]
 fn test_sled_boolean_expression() {
     // WHERE a.is_member;
@@ -318,7 +334,9 @@ fn test_sled_boolean_expression() {
 
     let property_graph = create_sled_property();
     let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
-    property_cache.pre_fetch(vec![0, 1].into_iter(), vec![].into_iter()).unwrap();
+    property_cache
+        .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
+        .unwrap();
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
@@ -343,7 +361,9 @@ fn test_sled_num_compare_expression() {
     let property_graph = create_sled_property();
 
     let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
-    property_cache.pre_fetch(vec![0, 1].into_iter(), vec![].into_iter()).unwrap();
+    property_cache
+        .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
+        .unwrap();
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
@@ -425,4 +445,4 @@ fn create_cached_property() -> CachedProperty<u32> {
     );
 
     CachedProperty::with_data(node_property, edge_property, false)
-}
\ No newline at end of file
+}
diff --git a/tests/property_parser.rs b/tests/property_parser.rs
index 002f92fa..f245bb9f 100644
--- a/tests/property_parser.rs
+++ b/tests/property_parser.rs
@@ -53,7 +53,9 @@ fn test_cypher_two_vars() {
 
     let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
-    property_cache.pre_fetch(vec.clone().into_iter(), vec![].into_iter()).unwrap();
+    property_cache
+        .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
+        .unwrap();
 
     let result: Vec<u32> = vec
         .into_iter()
@@ -74,7 +76,9 @@ fn test_cypher_two_vars2() {
     let property_graph = create_cached_property();
     let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
-    property_cache.pre_fetch(vec.clone().into_iter(), vec![].into_iter()).unwrap();
+    property_cache
+        .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
+        .unwrap();
 
     let result: Vec<u32> = vec
         .into_iter()
@@ -96,7 +100,9 @@ fn test_cypher_two_vars3() {
     let property_graph = create_cached_property();
     let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
-    property_cache.pre_fetch(vec.clone().into_iter(), vec![].into_iter()).unwrap();
+    property_cache
+        .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
+        .unwrap();
 
     let result: Vec<u32> = vec
         .into_iter()
@@ -118,7 +124,9 @@ fn test_cypher_two_vars4() {
     let property_graph = create_cached_property();
     let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
-    property_cache.pre_fetch(vec.clone().into_iter(), vec![].into_iter()).unwrap();
+    property_cache
+        .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
+        .unwrap();
 
     let result: Vec<u32> = vec
         .into_iter()
@@ -138,7 +146,9 @@ fn test_cypher_larger_than() {
     let property_graph = create_cached_property();
     let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
-    property_cache.pre_fetch(vec.clone().into_iter(), vec![].into_iter()).unwrap();
+    property_cache
+        .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
+        .unwrap();
 
     let result: Vec<u32> = vec
         .into_iter()
@@ -159,7 +169,9 @@ fn test_cypher_number_addition() {
     let property_graph = create_cached_property();
     let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
-    property_cache.pre_fetch(vec.clone().into_iter(), vec![].into_iter()).unwrap();
+    property_cache
+        .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
+        .unwrap();
 
     let result: Vec<u32> = vec
         .into_iter()
@@ -180,7 +192,9 @@ fn test_cypher_string_contains() {
     let property_graph = create_cached_property();
     let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
-    property_cache.pre_fetch(vec.clone().into_iter(), vec![].into_iter()).unwrap();
+    property_cache
+        .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
+        .unwrap();
 
     let result: Vec<u32> = vec
         .into_iter()
@@ -201,7 +215,9 @@ fn test_cypher_and_operator() {
     let property_graph = create_cached_property();
     let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
-    property_cache.pre_fetch(vec.clone().into_iter(), vec![].into_iter()).unwrap();
+    property_cache
+        .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
+        .unwrap();
 
     let result: Vec<u32> = vec
         .into_iter()

From a7d9894b7273fed6f0806c4d9b6c75d4b47a17a2 Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Tue, 7 May 2019 13:27:57 +1000
Subject: [PATCH 203/391] move tempdir to dev-dependencies

---
 Cargo.toml                            | 4 ++--
 src/property/filter/property_cache.rs | 1 +
 src/property/mod.rs                   | 1 +
 3 files changed, 4 insertions(+), 2 deletions(-)

diff --git a/Cargo.toml b/Cargo.toml
index bfbe37b0..d888261e 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -27,11 +27,11 @@ hashbrown = {version = "0.2.0", features = ["serde"] }
 rayon = "1.0.3"
 serde_json = "1.0.39"
 fxhash = "0.2.1"
-tempdir = "0.3"
 rocksdb = "0.12.2"
 
+
 [dev-dependencies]
 tempfile = "3.0.4"
 clap = "2.32.0"
 criterion = "0.2"
-tempdir = "0.3.7"
+tempdir = "0.3.7"
\ No newline at end of file
diff --git a/src/property/filter/property_cache.rs b/src/property/filter/property_cache.rs
index 8e3e17be..89eeac3b 100644
--- a/src/property/filter/property_cache.rs
+++ b/src/property/filter/property_cache.rs
@@ -95,6 +95,7 @@ impl<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>
     }
 }
 
+#[cfg(test)]
 mod test {
     extern crate tempdir;
 
diff --git a/src/property/mod.rs b/src/property/mod.rs
index e47855ee..b9b6b4c2 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -30,6 +30,7 @@ pub use property::property_parser::parse_property;
 pub use property::property_parser::parse_property_tree;
 pub use property::property_parser::ExpressionCache;
 pub use property::sled_property::SledProperty;
+pub use property::rocks_property::RocksProperty;
 
 use generic::IdType;
 use serde_json::Value as JsonValue;

From ddbb26eb6e0a1ba4a4a653ad25976592e06bd6b1 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Wed, 8 May 2019 14:31:09 +1000
Subject: [PATCH 204/391] Added u64 type operations for expression

---
 src/property/cached_property.rs            |  9 ++++
 src/property/filter/expression_operator.rs | 58 ++++++++++++++--------
 src/property/mod.rs                        | 12 ++++-
 src/property/property_parser.rs            |  4 +-
 src/property/rocks_property.rs             |  8 +++
 src/property/sled_property.rs              |  9 ++++
 6 files changed, 76 insertions(+), 24 deletions(-)

diff --git a/src/property/cached_property.rs b/src/property/cached_property.rs
index e5d257a6..053af19b 100644
--- a/src/property/cached_property.rs
+++ b/src/property/cached_property.rs
@@ -28,6 +28,7 @@ use serde_json::to_value;
 use serde_json::Value as JsonValue;
 
 use generic::{DefaultId, IdType};
+pub use generic::Iter;
 use property::{PropertyError, PropertyGraph};
 
 #[derive(Debug, PartialEq, Clone, Serialize, Deserialize)]
@@ -240,6 +241,14 @@ impl<Id: IdType> PropertyGraph<Id> for CachedProperty<Id> {
         let props = props.into_iter().map(|x| (x.0, from_slice(&x.1).unwrap()));
         self.extend_edge_property(props)
     }
+
+    fn scan_node_property_all<I: IntoIterator<Item=Id>>(&self, ids: I) -> Result<Iter<(Id, Option<JsonValue>)>, PropertyError> {
+        unimplemented!()
+    }
+
+    fn scan_edge_property_all<I: IntoIterator<Item=(Id, Id)>>(&self, ids: I) -> Result<Iter<((Id, Id), Option<JsonValue>)>, PropertyError> {
+        unimplemented!()
+    }
 }
 
 #[cfg(test)]
diff --git a/src/property/filter/expression_operator.rs b/src/property/filter/expression_operator.rs
index a10d6efa..e135b817 100644
--- a/src/property/filter/expression_operator.rs
+++ b/src/property/filter/expression_operator.rs
@@ -95,7 +95,9 @@ pub fn or(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
 // Numeric Comparison
 
 pub fn less_than(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
-    if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
+    if exp1.as_u64().is_some() && exp2.as_u64().is_some() {
+        Ok(json!(exp1.as_u64().unwrap() < exp2.as_u64().unwrap()))
+    } else if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
         Ok(json!(exp1.as_f64().unwrap() < exp2.as_f64().unwrap()))
     } else {
         Err(PropertyError::NumberExpressionError)
@@ -103,7 +105,9 @@ pub fn less_than(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue>
 }
 
 pub fn less_equal(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
-    if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
+    if exp1.as_u64().is_some() && exp2.as_u64().is_some() {
+        Ok(json!(exp1.as_u64().unwrap() <= exp2.as_u64().unwrap()))
+    } else if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
         Ok(json!(exp1.as_f64().unwrap() <= exp2.as_f64().unwrap()))
     } else {
         Err(PropertyError::NumberExpressionError)
@@ -111,7 +115,9 @@ pub fn less_equal(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue>
 }
 
 pub fn greater_than(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
-    if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
+    if exp1.as_u64().is_some() && exp2.as_u64().is_some() {
+        Ok(json!(exp1.as_u64().unwrap() > exp2.as_u64().unwrap()))
+    } else if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
         Ok(json!(exp1.as_f64().unwrap() > exp2.as_f64().unwrap()))
     } else {
         Err(PropertyError::NumberExpressionError)
@@ -119,7 +125,9 @@ pub fn greater_than(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValu
 }
 
 pub fn greater_equal(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
-    if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
+    if exp1.as_u64().is_some() && exp2.as_u64().is_some() {
+        Ok(json!(exp1.as_u64().unwrap() >= exp2.as_u64().unwrap()))
+    } else if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
         Ok(json!(exp1.as_f64().unwrap() >= exp2.as_f64().unwrap()))
     } else {
         Err(PropertyError::NumberExpressionError)
@@ -127,19 +135,11 @@ pub fn greater_equal(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonVal
 }
 
 pub fn equal(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
-    if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        Ok(json!(exp1.as_f64().unwrap() == exp2.as_f64().unwrap()))
-    } else {
-        Err(PropertyError::NumberExpressionError)
-    }
+    Ok(json!(exp1 == exp2))
 }
 
 pub fn not_equal(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
-    if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        Ok(json!(exp1.as_f64().unwrap() != exp2.as_f64().unwrap()))
-    } else {
-        Err(PropertyError::NumberExpressionError)
-    }
+    Ok(json!(exp1 != exp2))
 }
 
 pub fn range(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
@@ -204,7 +204,10 @@ pub fn ends_with(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue>
 // Mathematical Operation
 
 pub fn add(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
-    if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
+    if exp1.as_u64().is_some() && exp2.as_u64().is_some() {
+        let number = exp1.as_u64().unwrap() + exp2.as_u64().unwrap();
+        Ok(json!(number))
+    } else if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
         let number = exp1.as_f64().unwrap() + exp2.as_f64().unwrap();
         Ok(json!(number))
     } else {
@@ -213,7 +216,10 @@ pub fn add(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
 }
 
 pub fn subtract(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
-    if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
+    if exp1.as_u64().is_some() && exp2.as_u64().is_some() {
+        let number = exp1.as_u64().unwrap() - exp2.as_u64().unwrap();
+        Ok(json!(number))
+    } else if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
         let number = exp1.as_f64().unwrap() - exp2.as_f64().unwrap();
         Ok(json!(number))
     } else {
@@ -222,7 +228,10 @@ pub fn subtract(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
 }
 
 pub fn multiply(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
-    if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
+    if exp1.as_u64().is_some() && exp2.as_u64().is_some() {
+        let number = exp1.as_u64().unwrap() * exp2.as_u64().unwrap();
+        Ok(json!(number))
+    } else if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
         let number = exp1.as_f64().unwrap() * exp2.as_f64().unwrap();
         Ok(json!(number))
     } else {
@@ -231,7 +240,10 @@ pub fn multiply(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
 }
 
 pub fn divide(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
-    if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
+    if exp1.as_u64().is_some() && exp2.as_u64().is_some() {
+        let number = exp1.as_u64().unwrap() / exp2.as_u64().unwrap();
+        Ok(json!(number))
+    } else if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
         let number = exp1.as_f64().unwrap() / exp2.as_f64().unwrap();
         Ok(json!(number))
     } else {
@@ -240,7 +252,10 @@ pub fn divide(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
 }
 
 pub fn modulo(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
-    if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
+    if exp1.as_u64().is_some() && exp2.as_u64().is_some() {
+        let number = exp1.as_u64().unwrap() % exp2.as_u64().unwrap();
+        Ok(json!(number))
+    } else if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
         let number = exp1.as_f64().unwrap() % exp2.as_f64().unwrap();
         Ok(json!(number))
     } else {
@@ -249,7 +264,10 @@ pub fn modulo(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
 }
 
 pub fn power(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
-    if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
+    if exp1.as_u64().is_some() && exp2.as_u64().is_some() {
+        let number = exp1.as_u64().unwrap().pow(exp2.as_u64().unwrap() as u32);
+        Ok(json!(number))
+    } else if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
         let number = exp1.as_f64().unwrap().powf(exp2.as_f64().unwrap());
         Ok(json!(number))
     } else {
diff --git a/src/property/mod.rs b/src/property/mod.rs
index b9b6b4c2..8b9d1541 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -33,6 +33,7 @@ pub use property::sled_property::SledProperty;
 pub use property::rocks_property::RocksProperty;
 
 use generic::IdType;
+pub use generic::Iter;
 use serde_json::Value as JsonValue;
 
 pub trait PropertyGraph<Id: IdType> {
@@ -94,8 +95,15 @@ pub trait PropertyGraph<Id: IdType> {
 
     //    fn scan_node_property(&self,names: Vec<String>) -> Iter<Result<Option<JsonValue>, E>>;
     //    fn scan_edge_property(&self,names: Vec<String>) -> Iter<Result<Option<JsonValue>, E>>;
-    //    fn scan_node_property_all(&self,names: Vec<String>) -> Iter<Result<Option<JsonValue>, E>>;
-    //    fn scan_edge_property_all(&self,names: Vec<String>) -> Iter<Result<Option<JsonValue>, E>>;
+    fn scan_node_property_all<I: IntoIterator<Item = Id>>(
+        &self,
+        ids: I
+    ) -> Result<Iter<(Id, Option<JsonValue>)>, PropertyError>;
+
+    fn scan_edge_property_all<I: IntoIterator<Item = (Id, Id)>>(
+        &self,
+        ids: I
+    ) -> Result<Iter<((Id, Id), Option<JsonValue>)>, PropertyError>;
 }
 
 #[derive(Debug)]
diff --git a/src/property/property_parser.rs b/src/property/property_parser.rs
index 5762961b..0a43fa18 100644
--- a/src/property/property_parser.rs
+++ b/src/property/property_parser.rs
@@ -97,8 +97,8 @@ pub fn parse_property_tree(cypher_tree: Vec<String>) -> ExpressionCache {
         }
     }
 
-    debug!("Node keys: {:?}", node_property.keys());
-    debug!("Edge keys: {:?}", edge_property.keys());
+    trace!("Node keys: {:?}", node_property.keys());
+    trace!("Edge keys: {:?}", edge_property.keys());
 
     ExpressionCache::new(node_property, edge_property)
 }
diff --git a/src/property/rocks_property.rs b/src/property/rocks_property.rs
index 78feb351..cae75e6f 100644
--- a/src/property/rocks_property.rs
+++ b/src/property/rocks_property.rs
@@ -32,6 +32,7 @@ use serde_json::to_value;
 use serde_json::Value as JsonValue;
 
 use generic::IdType;
+pub use generic::Iter;
 use property::{PropertyError, PropertyGraph};
 
 pub struct RocksProperty {
@@ -305,6 +306,13 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for RocksProperty {
         self.edge_property.flush()?;
         Ok(())
     }
+    fn scan_node_property_all<I: IntoIterator<Item=Id>>(&self, ids: I) -> Result<Iter<(Id, Option<JsonValue>)>, PropertyError> {
+        unimplemented!()
+    }
+
+    fn scan_edge_property_all<I: IntoIterator<Item=(Id, Id)>>(&self, ids: I) -> Result<Iter<((Id, Id), Option<JsonValue>)>, PropertyError> {
+        unimplemented!()
+    }
 }
 
 #[cfg(test)]
diff --git a/src/property/sled_property.rs b/src/property/sled_property.rs
index c3bad4e5..70828349 100644
--- a/src/property/sled_property.rs
+++ b/src/property/sled_property.rs
@@ -32,6 +32,7 @@ use sled::ConfigBuilder;
 use sled::Db as Tree;
 
 use generic::IdType;
+pub use generic::Iter;
 use property::{PropertyError, PropertyGraph};
 
 pub struct SledProperty {
@@ -338,6 +339,14 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
 
         Ok(())
     }
+
+    fn scan_node_property_all<I: IntoIterator<Item=Id>>(&self, ids: I) -> Result<Iter<(Id, Option<JsonValue>)>, PropertyError> {
+        unimplemented!()
+    }
+
+    fn scan_edge_property_all<I: IntoIterator<Item=(Id, Id)>>(&self, ids: I) -> Result<Iter<((Id, Id), Option<JsonValue>)>, PropertyError> {
+        unimplemented!()
+    }
 }
 
 #[cfg(test)]

From 63fc6e25b2f6f0e46fc71d013a59f0c37b10e422 Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Wed, 8 May 2019 15:34:39 +1000
Subject: [PATCH 205/391] parse string to json in reader

---
 src/io/csv/reader.rs            | 26 +++++++++++++++++++++++---
 src/property/cached_property.rs | 12 +++++++++---
 src/property/mod.rs             |  6 +++---
 src/property/rocks_property.rs  | 10 ++++++++--
 src/property/sled_property.rs   | 10 ++++++++--
 5 files changed, 51 insertions(+), 13 deletions(-)

diff --git a/src/io/csv/reader.rs b/src/io/csv/reader.rs
index a64e0420..c0bd2179 100644
--- a/src/io/csv/reader.rs
+++ b/src/io/csv/reader.rs
@@ -31,11 +31,12 @@ use std::path::{Path, PathBuf};
 
 use csv::ReaderBuilder;
 use serde::Deserialize;
-use serde_json::to_value;
+use serde_json::{from_str, to_value};
 
 use generic::{IdType, Iter, MutGraphTrait};
 use io::csv::record::{EdgeRecord, NodeRecord, PropEdgeRecord, PropNodeRecord};
 use io::csv::JsonValue;
+use std::collections::btree_map::BTreeMap;
 
 #[derive(Debug)]
 pub struct CSVReader<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a = NL> {
@@ -84,6 +85,7 @@ impl<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a> CSVReader<'a, Id, N
             "comma" => ",",
             "space" => " ",
             "tab" => "\t",
+            "bar" => "|",
             other => other,
         };
 
@@ -229,9 +231,10 @@ where
             })
             .map(|rdr| {
                 rdr.into_deserialize().enumerate().map(|(i, result)| {
-                    let record: PropNodeRecord<Id, NL> =
+                    let mut record: PropNodeRecord<Id, NL> =
                         result.expect(&format!("Error when reading line {}", i + 1));
 
+                    parse_prop_map(&mut record.properties);
                     let prop = to_value(record.properties)
                         .expect(&format!("Error when parsing line {} to Json", i + 1));
 
@@ -268,8 +271,10 @@ where
             })
             .map(|rdr| {
                 rdr.into_deserialize().enumerate().map(|(i, result)| {
-                    let record: PropEdgeRecord<Id, EL> =
+                    let mut record: PropEdgeRecord<Id, EL> =
                         result.expect(&format!("Error when reading line {}", i + 1));
+
+                    parse_prop_map(&mut record.properties);
                     let prop = to_value(record.properties)
                         .expect(&format!("Error when parsing line {} to Json", i + 1));
 
@@ -281,3 +286,18 @@ where
         Iter::new(Box::new(iter))
     }
 }
+
+fn parse_prop_map(props: &mut BTreeMap<String, JsonValue>) {
+    for (_, json) in props.iter_mut() {
+        if json.is_string() {
+            let result = from_str::<JsonValue>(json.as_str().unwrap());
+            if result.is_err() {
+                continue;
+            }
+
+            let parsed = result.unwrap();
+
+            *json = parsed
+        }
+    }
+}
diff --git a/src/property/cached_property.rs b/src/property/cached_property.rs
index 053af19b..a9cb6bc7 100644
--- a/src/property/cached_property.rs
+++ b/src/property/cached_property.rs
@@ -27,8 +27,8 @@ use serde_cbor::from_slice;
 use serde_json::to_value;
 use serde_json::Value as JsonValue;
 
-use generic::{DefaultId, IdType};
 pub use generic::Iter;
+use generic::{DefaultId, IdType};
 use property::{PropertyError, PropertyGraph};
 
 #[derive(Debug, PartialEq, Clone, Serialize, Deserialize)]
@@ -242,11 +242,17 @@ impl<Id: IdType> PropertyGraph<Id> for CachedProperty<Id> {
         self.extend_edge_property(props)
     }
 
-    fn scan_node_property_all<I: IntoIterator<Item=Id>>(&self, ids: I) -> Result<Iter<(Id, Option<JsonValue>)>, PropertyError> {
+    fn scan_node_property_all<I: IntoIterator<Item = Id>>(
+        &self,
+        ids: I,
+    ) -> Result<Iter<(Id, Option<JsonValue>)>, PropertyError> {
         unimplemented!()
     }
 
-    fn scan_edge_property_all<I: IntoIterator<Item=(Id, Id)>>(&self, ids: I) -> Result<Iter<((Id, Id), Option<JsonValue>)>, PropertyError> {
+    fn scan_edge_property_all<I: IntoIterator<Item = (Id, Id)>>(
+        &self,
+        ids: I,
+    ) -> Result<Iter<((Id, Id), Option<JsonValue>)>, PropertyError> {
         unimplemented!()
     }
 }
diff --git a/src/property/mod.rs b/src/property/mod.rs
index 8b9d1541..c75fec63 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -29,8 +29,8 @@ pub use property::filter::PropertyCache;
 pub use property::property_parser::parse_property;
 pub use property::property_parser::parse_property_tree;
 pub use property::property_parser::ExpressionCache;
-pub use property::sled_property::SledProperty;
 pub use property::rocks_property::RocksProperty;
+pub use property::sled_property::SledProperty;
 
 use generic::IdType;
 pub use generic::Iter;
@@ -97,12 +97,12 @@ pub trait PropertyGraph<Id: IdType> {
     //    fn scan_edge_property(&self,names: Vec<String>) -> Iter<Result<Option<JsonValue>, E>>;
     fn scan_node_property_all<I: IntoIterator<Item = Id>>(
         &self,
-        ids: I
+        ids: I,
     ) -> Result<Iter<(Id, Option<JsonValue>)>, PropertyError>;
 
     fn scan_edge_property_all<I: IntoIterator<Item = (Id, Id)>>(
         &self,
-        ids: I
+        ids: I,
     ) -> Result<Iter<((Id, Id), Option<JsonValue>)>, PropertyError>;
 }
 
diff --git a/src/property/rocks_property.rs b/src/property/rocks_property.rs
index cae75e6f..86dc58f4 100644
--- a/src/property/rocks_property.rs
+++ b/src/property/rocks_property.rs
@@ -306,11 +306,17 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for RocksProperty {
         self.edge_property.flush()?;
         Ok(())
     }
-    fn scan_node_property_all<I: IntoIterator<Item=Id>>(&self, ids: I) -> Result<Iter<(Id, Option<JsonValue>)>, PropertyError> {
+    fn scan_node_property_all<I: IntoIterator<Item = Id>>(
+        &self,
+        ids: I,
+    ) -> Result<Iter<(Id, Option<JsonValue>)>, PropertyError> {
         unimplemented!()
     }
 
-    fn scan_edge_property_all<I: IntoIterator<Item=(Id, Id)>>(&self, ids: I) -> Result<Iter<((Id, Id), Option<JsonValue>)>, PropertyError> {
+    fn scan_edge_property_all<I: IntoIterator<Item = (Id, Id)>>(
+        &self,
+        ids: I,
+    ) -> Result<Iter<((Id, Id), Option<JsonValue>)>, PropertyError> {
         unimplemented!()
     }
 }
diff --git a/src/property/sled_property.rs b/src/property/sled_property.rs
index 70828349..f49a0388 100644
--- a/src/property/sled_property.rs
+++ b/src/property/sled_property.rs
@@ -340,11 +340,17 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
         Ok(())
     }
 
-    fn scan_node_property_all<I: IntoIterator<Item=Id>>(&self, ids: I) -> Result<Iter<(Id, Option<JsonValue>)>, PropertyError> {
+    fn scan_node_property_all<I: IntoIterator<Item = Id>>(
+        &self,
+        ids: I,
+    ) -> Result<Iter<(Id, Option<JsonValue>)>, PropertyError> {
         unimplemented!()
     }
 
-    fn scan_edge_property_all<I: IntoIterator<Item=(Id, Id)>>(&self, ids: I) -> Result<Iter<((Id, Id), Option<JsonValue>)>, PropertyError> {
+    fn scan_edge_property_all<I: IntoIterator<Item = (Id, Id)>>(
+        &self,
+        ids: I,
+    ) -> Result<Iter<((Id, Id), Option<JsonValue>)>, PropertyError> {
         unimplemented!()
     }
 }

From b7223a786e91d590bd9c452a74bc4b8ad94da770 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Thu, 9 May 2019 12:45:16 +1000
Subject: [PATCH 206/391] Empty expression for non-existing edges

---
 src/property/property_parser.rs | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/property/property_parser.rs b/src/property/property_parser.rs
index 0a43fa18..19fd6ebb 100644
--- a/src/property/property_parser.rs
+++ b/src/property/property_parser.rs
@@ -62,7 +62,7 @@ impl ExpressionCache {
         if self.edge_expressions.contains_key(&(src, dst)) {
             Some(self.edge_expressions[&(src, dst)].box_clone())
         } else {
-            None
+            Some(empty_expression())
         }
     }
 }

From 6afcb49cd7196244241347e175751fc79e91e364 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Thu, 9 May 2019 13:02:02 +1000
Subject: [PATCH 207/391] Added debug info for get_edge_exp

---
 src/property/property_parser.rs | 1 +
 1 file changed, 1 insertion(+)

diff --git a/src/property/property_parser.rs b/src/property/property_parser.rs
index 19fd6ebb..d5671415 100644
--- a/src/property/property_parser.rs
+++ b/src/property/property_parser.rs
@@ -62,6 +62,7 @@ impl ExpressionCache {
         if self.edge_expressions.contains_key(&(src, dst)) {
             Some(self.edge_expressions[&(src, dst)].box_clone())
         } else {
+            debug!("Edge {:?} not found. No filter provided.", (src, dst));
             Some(empty_expression())
         }
     }

From 803986280f5eae23ad6e550f69f0af47020bdebd Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Thu, 9 May 2019 17:29:55 +1000
Subject: [PATCH 208/391] Added unfinished scan functions

---
 src/property/cached_property.rs | 10 ++--
 src/property/mod.rs             | 18 +++----
 src/property/rocks_property.rs  | 86 ++++++++++++++++++++++++++++-----
 src/property/sled_property.rs   | 77 +++++++++++++++++++++++++----
 4 files changed, 155 insertions(+), 36 deletions(-)

diff --git a/src/property/cached_property.rs b/src/property/cached_property.rs
index a9cb6bc7..8570fa1d 100644
--- a/src/property/cached_property.rs
+++ b/src/property/cached_property.rs
@@ -242,17 +242,15 @@ impl<Id: IdType> PropertyGraph<Id> for CachedProperty<Id> {
         self.extend_edge_property(props)
     }
 
-    fn scan_node_property_all<I: IntoIterator<Item = Id>>(
+    fn scan_node_property_all(
         &self,
-        ids: I,
-    ) -> Result<Iter<(Id, Option<JsonValue>)>, PropertyError> {
+    ) -> Result<Iter<(Id, JsonValue)>, PropertyError> {
         unimplemented!()
     }
 
-    fn scan_edge_property_all<I: IntoIterator<Item = (Id, Id)>>(
+    fn scan_edge_property_all(
         &self,
-        ids: I,
-    ) -> Result<Iter<((Id, Id), Option<JsonValue>)>, PropertyError> {
+    ) -> Result<Iter<((Id, Id), JsonValue)>, PropertyError> {
         unimplemented!()
     }
 }
diff --git a/src/property/mod.rs b/src/property/mod.rs
index c75fec63..84fa7a8e 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -63,11 +63,11 @@ pub trait PropertyGraph<Id: IdType> {
         prop: JsonValue,
     ) -> Result<Option<JsonValue>, PropertyError>;
 
-    fn extend_node_property<I: IntoIterator<Item = (Id, JsonValue)>>(
+    fn extend_node_property<I: IntoIterator<Item=(Id, JsonValue)>>(
         &mut self,
         props: I,
     ) -> Result<(), PropertyError>;
-    fn extend_edge_property<I: IntoIterator<Item = ((Id, Id), JsonValue)>>(
+    fn extend_edge_property<I: IntoIterator<Item=((Id, Id), JsonValue)>>(
         &mut self,
         props: I,
     ) -> Result<(), PropertyError>;
@@ -84,26 +84,24 @@ pub trait PropertyGraph<Id: IdType> {
         prop: Vec<u8>,
     ) -> Result<Option<JsonValue>, PropertyError>;
 
-    fn extend_node_raw<I: IntoIterator<Item = (Id, Vec<u8>)>>(
+    fn extend_node_raw<I: IntoIterator<Item=(Id, Vec<u8>)>>(
         &mut self,
         props: I,
     ) -> Result<(), PropertyError>;
-    fn extend_edge_raw<I: IntoIterator<Item = ((Id, Id), Vec<u8>)>>(
+    fn extend_edge_raw<I: IntoIterator<Item=((Id, Id), Vec<u8>)>>(
         &mut self,
         props: I,
     ) -> Result<(), PropertyError>;
 
     //    fn scan_node_property(&self,names: Vec<String>) -> Iter<Result<Option<JsonValue>, E>>;
     //    fn scan_edge_property(&self,names: Vec<String>) -> Iter<Result<Option<JsonValue>, E>>;
-    fn scan_node_property_all<I: IntoIterator<Item = Id>>(
+    fn scan_node_property_all(
         &self,
-        ids: I,
-    ) -> Result<Iter<(Id, Option<JsonValue>)>, PropertyError>;
+    ) -> Result<Iter<(Id, JsonValue)>, PropertyError>;
 
-    fn scan_edge_property_all<I: IntoIterator<Item = (Id, Id)>>(
+    fn scan_edge_property_all(
         &self,
-        ids: I,
-    ) -> Result<Iter<((Id, Id), Option<JsonValue>)>, PropertyError>;
+    ) -> Result<Iter<((Id, Id), JsonValue)>, PropertyError>;
 }
 
 #[derive(Debug)]
diff --git a/src/property/rocks_property.rs b/src/property/rocks_property.rs
index 86dc58f4..043e8c50 100644
--- a/src/property/rocks_property.rs
+++ b/src/property/rocks_property.rs
@@ -25,8 +25,9 @@ use std::path::Path;
 
 use bincode;
 use rocksdb::DB as Tree;
-use rocksdb::{Options, WriteBatch};
+use rocksdb::{Options, WriteBatch, IteratorMode};
 use serde::Serialize;
+use serde::de::DeserializeOwned;
 use serde_cbor::{from_slice, to_vec};
 use serde_json::to_value;
 use serde_json::Value as JsonValue;
@@ -37,7 +38,7 @@ use property::{PropertyError, PropertyGraph};
 
 pub struct RocksProperty {
     node_property: Tree,
-    edge_property: Tree,
+    [edge_property: Tree,
     is_directed: bool,
     read_only: bool,
 }
@@ -106,7 +107,7 @@ impl RocksProperty {
     }
 }
 
-impl<Id: IdType + Serialize> PropertyGraph<Id> for RocksProperty {
+impl<Id: IdType + Serialize + DeserializeOwned> PropertyGraph<Id> for RocksProperty {
     #[inline]
     fn get_node_property(
         &self,
@@ -306,18 +307,36 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for RocksProperty {
         self.edge_property.flush()?;
         Ok(())
     }
-    fn scan_node_property_all<I: IntoIterator<Item = Id>>(
+
+    fn scan_node_property_all(
         &self,
-        ids: I,
-    ) -> Result<Iter<(Id, Option<JsonValue>)>, PropertyError> {
-        unimplemented!()
+    ) -> Result<Iter<(Id, JsonValue)>, PropertyError> {
+        self.node_property.iterator(IteratorMode::Start).map(|&g|)
+
+        let mut result = Vec::new();
+        for (id_bytes, value_bytes) in self.node_property.iterator(IteratorMode::Start) {
+            let id: Id = bincode::deserialize(&id_bytes)?;
+            let value_parsed: JsonValue = from_slice(&value_bytes)?;
+            result.push((id, value_parsed))
+        }
+        Ok(Iter::new(Box::new(result.into_iter())))
     }
 
-    fn scan_edge_property_all<I: IntoIterator<Item = (Id, Id)>>(
+    fn scan_edge_property_all(
         &self,
-        ids: I,
-    ) -> Result<Iter<((Id, Id), Option<JsonValue>)>, PropertyError> {
-        unimplemented!()
+    ) -> Result<Iter<((Id, Id), JsonValue)>, PropertyError> {
+        let iterator: Iterator<Item = ((Id, Id), JsonValue)> = self.edge_property.iterator(IteratorMode::Start).map(|x|(bincode::deserialize(&x.0).unwrap(), from_slice(&x.1).unwrap())).into();
+        let boxed_iter = Box::new(iterator);
+        let result = Iter::new(boxed_iter);
+
+        return Ok(result);
+        let mut result = Vec::new();
+        for (id_bytes, value_bytes) in self.edge_property.iterator(IteratorMode::Start) {
+            let id: (Id, Id) = bincode::deserialize(&id_bytes)?;
+            let value_parsed: JsonValue = from_slice(&value_bytes)?;
+            result.push((id, value_parsed))
+        }
+        Ok(Iter::new(Box::new(result.into_iter())))
     }
 }
 
@@ -571,4 +590,49 @@ mod test {
         assert_eq!(err, true);
     }
 
+    #[test]
+    fn test_scan_node_property() {
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        let mut graph0 = RocksProperty::new(node_path, edge_path, false).unwrap();
+
+        graph0
+            .insert_node_property(0u32, json!({"name": "jack"}))
+            .unwrap();
+
+        graph0
+            .insert_node_property(1u32, json!({"name": "tom"}))
+            .unwrap();
+
+        let mut iter = graph0.scan_node_property_all().unwrap();
+        assert_eq!((0u32, json!({"name": "jack"})), iter.next().unwrap());
+        assert_eq!((1u32, json!({"name": "tom"})), iter.next().unwrap());
+    }
+
+    #[test]
+    fn test_scan_edge_property() {
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        let mut graph0 = RocksProperty::new(node_path, edge_path, false).unwrap();
+
+        graph0
+            .insert_edge_property(0u32, 1u32, json!({"length": "5"}))
+            .unwrap();
+
+        graph0
+            .insert_edge_property(1u32, 2u32, json!({"length": "10"}))
+            .unwrap();
+
+        let mut iter = graph0.scan_edge_property_all().unwrap();
+        assert_eq!(((0u32, 1u32), json!({"length": "5"})), iter.next().unwrap());
+        assert_eq!(((1u32, 2u32), json!({"length": "10"})), iter.next().unwrap());
+    }
 }
diff --git a/src/property/sled_property.rs b/src/property/sled_property.rs
index f49a0388..ca221e11 100644
--- a/src/property/sled_property.rs
+++ b/src/property/sled_property.rs
@@ -28,6 +28,7 @@ use serde::Serialize;
 use serde_cbor::{from_slice, to_vec};
 use serde_json::to_value;
 use serde_json::Value as JsonValue;
+use serde::de::DeserializeOwned;
 use sled::ConfigBuilder;
 use sled::Db as Tree;
 
@@ -149,7 +150,7 @@ impl SledProperty {
     }
 }
 
-impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
+impl<Id: IdType + Serialize + DeserializeOwned> PropertyGraph<Id> for SledProperty {
     #[inline]
     fn get_node_property(
         &self,
@@ -340,18 +341,30 @@ impl<Id: IdType + Serialize> PropertyGraph<Id> for SledProperty {
         Ok(())
     }
 
-    fn scan_node_property_all<I: IntoIterator<Item = Id>>(
+    fn scan_node_property_all(
         &self,
-        ids: I,
-    ) -> Result<Iter<(Id, Option<JsonValue>)>, PropertyError> {
-        unimplemented!()
+    ) -> Result<Iter<(Id, JsonValue)>, PropertyError> {
+        let mut result = Vec::new();
+        for node in self.node_property.iter() {
+            let (id_bytes, value_bytes) = node?;
+            let id: Id = bincode::deserialize(&id_bytes)?;
+            let value_parsed: JsonValue = from_slice(&value_bytes)?;
+            result.push((id, value_parsed))
+        }
+        Ok(Iter::new(Box::new(result.into_iter())))
     }
 
-    fn scan_edge_property_all<I: IntoIterator<Item = (Id, Id)>>(
+    fn scan_edge_property_all(
         &self,
-        ids: I,
-    ) -> Result<Iter<((Id, Id), Option<JsonValue>)>, PropertyError> {
-        unimplemented!()
+    ) -> Result<Iter<((Id, Id), JsonValue)>, PropertyError> {
+        let mut result = Vec::new();
+        for edge in self.edge_property.iter() {
+            let (id_bytes, value_bytes) = edge?;
+            let id: (Id, Id) = bincode::deserialize(&id_bytes)?;
+            let value_parsed: JsonValue = from_slice(&value_bytes)?;
+            result.push((id, value_parsed))
+        }
+        Ok(Iter::new(Box::new(result.into_iter())))
     }
 }
 
@@ -812,4 +825,50 @@ mod test {
             Some(json!({"name": "jack"}))
         );
     }
+
+    #[test]
+    fn test_scan_node_property() {
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        let mut graph0 = SledProperty::new(node_path, edge_path, false).unwrap();
+
+        graph0
+            .insert_node_property(0u32, json!({"name": "jack"}))
+            .unwrap();
+
+        graph0
+            .insert_node_property(1u32, json!({"name": "tom"}))
+            .unwrap();
+
+        let mut iter = graph0.scan_node_property_all().unwrap();
+        assert_eq!((0u32, json!({"name": "jack"})), iter.next().unwrap());
+        assert_eq!((1u32, json!({"name": "tom"})), iter.next().unwrap());
+    }
+
+    #[test]
+    fn test_scan_edge_property() {
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        let mut graph0 = SledProperty::new(node_path, edge_path, false).unwrap();
+
+        graph0
+            .insert_edge_property(0u32, 1u32, json!({"length": "5"}))
+            .unwrap();
+
+        graph0
+            .insert_edge_property(1u32, 2u32, json!({"length": "10"}))
+            .unwrap();
+
+        let mut iter = graph0.scan_edge_property_all().unwrap();
+        assert_eq!(((0u32, 1u32), json!({"length": "5"})), iter.next().unwrap());
+        assert_eq!(((1u32, 2u32), json!({"length": "10"})), iter.next().unwrap());
+    }
 }

From 1d2ba2bca9612a6f3f184796b2bd6e0a8557d04b Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Thu, 9 May 2019 17:40:05 +1000
Subject: [PATCH 209/391] rustfmt

---
 src/property/cached_property.rs | 14 +++---
 src/property/mod.rs             | 16 +++----
 src/property/rocks_property.rs  | 76 +++++++++++++++++++--------------
 src/property/sled_property.rs   | 15 +++----
 4 files changed, 63 insertions(+), 58 deletions(-)

diff --git a/src/property/cached_property.rs b/src/property/cached_property.rs
index 8570fa1d..3c2e1047 100644
--- a/src/property/cached_property.rs
+++ b/src/property/cached_property.rs
@@ -242,15 +242,15 @@ impl<Id: IdType> PropertyGraph<Id> for CachedProperty<Id> {
         self.extend_edge_property(props)
     }
 
-    fn scan_node_property_all(
-        &self,
-    ) -> Result<Iter<(Id, JsonValue)>, PropertyError> {
-        unimplemented!()
+    fn scan_node_property_all(&self) -> Result<Iter<(Id, JsonValue)>, PropertyError> {
+        Ok(Iter::new(Box::new(
+            self.node_property
+                .iter()
+                .map(|(id, value)| (*id, value.clone())),
+        )))
     }
 
-    fn scan_edge_property_all(
-        &self,
-    ) -> Result<Iter<((Id, Id), JsonValue)>, PropertyError> {
+    fn scan_edge_property_all(&self) -> Result<Iter<((Id, Id), JsonValue)>, PropertyError> {
         unimplemented!()
     }
 }
diff --git a/src/property/mod.rs b/src/property/mod.rs
index 84fa7a8e..048a45bf 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -63,11 +63,11 @@ pub trait PropertyGraph<Id: IdType> {
         prop: JsonValue,
     ) -> Result<Option<JsonValue>, PropertyError>;
 
-    fn extend_node_property<I: IntoIterator<Item=(Id, JsonValue)>>(
+    fn extend_node_property<I: IntoIterator<Item = (Id, JsonValue)>>(
         &mut self,
         props: I,
     ) -> Result<(), PropertyError>;
-    fn extend_edge_property<I: IntoIterator<Item=((Id, Id), JsonValue)>>(
+    fn extend_edge_property<I: IntoIterator<Item = ((Id, Id), JsonValue)>>(
         &mut self,
         props: I,
     ) -> Result<(), PropertyError>;
@@ -84,24 +84,20 @@ pub trait PropertyGraph<Id: IdType> {
         prop: Vec<u8>,
     ) -> Result<Option<JsonValue>, PropertyError>;
 
-    fn extend_node_raw<I: IntoIterator<Item=(Id, Vec<u8>)>>(
+    fn extend_node_raw<I: IntoIterator<Item = (Id, Vec<u8>)>>(
         &mut self,
         props: I,
     ) -> Result<(), PropertyError>;
-    fn extend_edge_raw<I: IntoIterator<Item=((Id, Id), Vec<u8>)>>(
+    fn extend_edge_raw<I: IntoIterator<Item = ((Id, Id), Vec<u8>)>>(
         &mut self,
         props: I,
     ) -> Result<(), PropertyError>;
 
     //    fn scan_node_property(&self,names: Vec<String>) -> Iter<Result<Option<JsonValue>, E>>;
     //    fn scan_edge_property(&self,names: Vec<String>) -> Iter<Result<Option<JsonValue>, E>>;
-    fn scan_node_property_all(
-        &self,
-    ) -> Result<Iter<(Id, JsonValue)>, PropertyError>;
+    fn scan_node_property_all(&self) -> Result<Iter<(Id, JsonValue)>, PropertyError>;
 
-    fn scan_edge_property_all(
-        &self,
-    ) -> Result<Iter<((Id, Id), JsonValue)>, PropertyError>;
+    fn scan_edge_property_all(&self) -> Result<Iter<((Id, Id), JsonValue)>, PropertyError>;
 }
 
 #[derive(Debug)]
diff --git a/src/property/rocks_property.rs b/src/property/rocks_property.rs
index 043e8c50..6d175c54 100644
--- a/src/property/rocks_property.rs
+++ b/src/property/rocks_property.rs
@@ -25,9 +25,9 @@ use std::path::Path;
 
 use bincode;
 use rocksdb::DB as Tree;
-use rocksdb::{Options, WriteBatch, IteratorMode};
-use serde::Serialize;
+use rocksdb::{IteratorMode, Options, WriteBatch};
 use serde::de::DeserializeOwned;
+use serde::Serialize;
 use serde_cbor::{from_slice, to_vec};
 use serde_json::to_value;
 use serde_json::Value as JsonValue;
@@ -38,7 +38,7 @@ use property::{PropertyError, PropertyGraph};
 
 pub struct RocksProperty {
     node_property: Tree,
-    [edge_property: Tree,
+    edge_property: Tree,
     is_directed: bool,
     read_only: bool,
 }
@@ -308,35 +308,42 @@ impl<Id: IdType + Serialize + DeserializeOwned> PropertyGraph<Id> for RocksPrope
         Ok(())
     }
 
-    fn scan_node_property_all(
-        &self,
-    ) -> Result<Iter<(Id, JsonValue)>, PropertyError> {
-        self.node_property.iterator(IteratorMode::Start).map(|&g|)
-
-        let mut result = Vec::new();
-        for (id_bytes, value_bytes) in self.node_property.iterator(IteratorMode::Start) {
-            let id: Id = bincode::deserialize(&id_bytes)?;
-            let value_parsed: JsonValue = from_slice(&value_bytes)?;
-            result.push((id, value_parsed))
-        }
-        Ok(Iter::new(Box::new(result.into_iter())))
-    }
-
-    fn scan_edge_property_all(
-        &self,
-    ) -> Result<Iter<((Id, Id), JsonValue)>, PropertyError> {
-        let iterator: Iterator<Item = ((Id, Id), JsonValue)> = self.edge_property.iterator(IteratorMode::Start).map(|x|(bincode::deserialize(&x.0).unwrap(), from_slice(&x.1).unwrap())).into();
-        let boxed_iter = Box::new(iterator);
-        let result = Iter::new(boxed_iter);
-
-        return Ok(result);
-        let mut result = Vec::new();
-        for (id_bytes, value_bytes) in self.edge_property.iterator(IteratorMode::Start) {
-            let id: (Id, Id) = bincode::deserialize(&id_bytes)?;
-            let value_parsed: JsonValue = from_slice(&value_bytes)?;
-            result.push((id, value_parsed))
-        }
-        Ok(Iter::new(Box::new(result.into_iter())))
+    fn scan_node_property_all(&self) -> Result<Iter<(Id, JsonValue)>, PropertyError> {
+        Ok(Iter::new(Box::new(
+            self.node_property
+                .iterator(IteratorMode::Start)
+                .map(|(id_bytes, value_bytes)| {
+                    let id: Id = bincode::deserialize(&id_bytes).unwrap();
+                    let value_parsed: JsonValue = from_slice(&value_bytes).unwrap();
+
+                    (id, value_parsed)
+                }),
+        )))
+    }
+
+    fn scan_edge_property_all(&self) -> Result<Iter<((Id, Id), JsonValue)>, PropertyError> {
+        unimplemented!()
+        //        let iterator: Iterator<Item = ((Id, Id), JsonValue)> = self
+        //            .edge_property
+        //            .iterator(IteratorMode::Start)
+        //            .map(|x| {
+        //                (
+        //                    bincode::deserialize(&x.0).unwrap(),
+        //                    from_slice(&x.1).unwrap(),
+        //                )
+        //            })
+        //            .into();
+        //        let boxed_iter = Box::new(iterator);
+        //        let result = Iter::new(boxed_iter);
+        //
+        //        return Ok(result);
+        //        let mut result = Vec::new();
+        //        for (id_bytes, value_bytes) in self.edge_property.iterator(IteratorMode::Start) {
+        //            let id: (Id, Id) = bincode::deserialize(&id_bytes)?;
+        //            let value_parsed: JsonValue = from_slice(&value_bytes)?;
+        //            result.push((id, value_parsed))
+        //        }
+        //        Ok(Iter::new(Box::new(result.into_iter())))
     }
 }
 
@@ -633,6 +640,9 @@ mod test {
 
         let mut iter = graph0.scan_edge_property_all().unwrap();
         assert_eq!(((0u32, 1u32), json!({"length": "5"})), iter.next().unwrap());
-        assert_eq!(((1u32, 2u32), json!({"length": "10"})), iter.next().unwrap());
+        assert_eq!(
+            ((1u32, 2u32), json!({"length": "10"})),
+            iter.next().unwrap()
+        );
     }
 }
diff --git a/src/property/sled_property.rs b/src/property/sled_property.rs
index ca221e11..47b1e08d 100644
--- a/src/property/sled_property.rs
+++ b/src/property/sled_property.rs
@@ -24,11 +24,11 @@ use std::mem::swap;
 use std::path::Path;
 
 use bincode;
+use serde::de::DeserializeOwned;
 use serde::Serialize;
 use serde_cbor::{from_slice, to_vec};
 use serde_json::to_value;
 use serde_json::Value as JsonValue;
-use serde::de::DeserializeOwned;
 use sled::ConfigBuilder;
 use sled::Db as Tree;
 
@@ -341,9 +341,7 @@ impl<Id: IdType + Serialize + DeserializeOwned> PropertyGraph<Id> for SledProper
         Ok(())
     }
 
-    fn scan_node_property_all(
-        &self,
-    ) -> Result<Iter<(Id, JsonValue)>, PropertyError> {
+    fn scan_node_property_all(&self) -> Result<Iter<(Id, JsonValue)>, PropertyError> {
         let mut result = Vec::new();
         for node in self.node_property.iter() {
             let (id_bytes, value_bytes) = node?;
@@ -354,9 +352,7 @@ impl<Id: IdType + Serialize + DeserializeOwned> PropertyGraph<Id> for SledProper
         Ok(Iter::new(Box::new(result.into_iter())))
     }
 
-    fn scan_edge_property_all(
-        &self,
-    ) -> Result<Iter<((Id, Id), JsonValue)>, PropertyError> {
+    fn scan_edge_property_all(&self) -> Result<Iter<((Id, Id), JsonValue)>, PropertyError> {
         let mut result = Vec::new();
         for edge in self.edge_property.iter() {
             let (id_bytes, value_bytes) = edge?;
@@ -869,6 +865,9 @@ mod test {
 
         let mut iter = graph0.scan_edge_property_all().unwrap();
         assert_eq!(((0u32, 1u32), json!({"length": "5"})), iter.next().unwrap());
-        assert_eq!(((1u32, 2u32), json!({"length": "10"})), iter.next().unwrap());
+        assert_eq!(
+            ((1u32, 2u32), json!({"length": "10"})),
+            iter.next().unwrap()
+        );
     }
 }

From 4bf08a0d908c99971328ba7aaba3a975ead5f2c7 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Fri, 10 May 2019 01:06:37 +1000
Subject: [PATCH 210/391] Format code

---
 src/property/cached_property.rs             | 16 +++--
 src/property/filter/edge_property_filter.rs |  3 +-
 src/property/filter/node_property_filter.rs |  7 +-
 src/property/mod.rs                         |  6 +-
 src/property/property_parser.rs             |  9 +--
 src/property/rocks_property.rs              | 71 ++++++++++-----------
 src/property/sled_property.rs               | 65 ++++++++++++-------
 7 files changed, 92 insertions(+), 85 deletions(-)

diff --git a/src/property/cached_property.rs b/src/property/cached_property.rs
index 3c2e1047..1f512697 100644
--- a/src/property/cached_property.rs
+++ b/src/property/cached_property.rs
@@ -242,16 +242,20 @@ impl<Id: IdType> PropertyGraph<Id> for CachedProperty<Id> {
         self.extend_edge_property(props)
     }
 
-    fn scan_node_property_all(&self) -> Result<Iter<(Id, JsonValue)>, PropertyError> {
-        Ok(Iter::new(Box::new(
+    fn scan_node_property_all(&self) -> Iter<Result<(Id, JsonValue), PropertyError>> {
+        Iter::new(Box::new(
             self.node_property
                 .iter()
-                .map(|(id, value)| (*id, value.clone())),
-        )))
+                .map(|(id, value)| Ok((*id, value.clone()))),
+        ))
     }
 
-    fn scan_edge_property_all(&self) -> Result<Iter<((Id, Id), JsonValue)>, PropertyError> {
-        unimplemented!()
+    fn scan_edge_property_all(&self) -> Iter<Result<((Id, Id), JsonValue), PropertyError>> {
+        Iter::new(Box::new(
+            self.edge_property
+                .iter()
+                .map(|(id, value)| Ok((*id, value.clone()))),
+        ))
     }
 }
 
diff --git a/src/property/filter/edge_property_filter.rs b/src/property/filter/edge_property_filter.rs
index 8cbe0331..cf774b64 100644
--- a/src/property/filter/edge_property_filter.rs
+++ b/src/property/filter/edge_property_filter.rs
@@ -36,11 +36,10 @@ pub fn filter_edge<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: Edg
     let result = get_edge_filter_result(id, property_cache, expression);
 
     if result.is_err() {
-        println!("edge {:?} has error {:?}", id, result.err().unwrap());
+        trace!("edge {:?} has error {:?}", id, result.err().unwrap());
         false
     } else {
         let bool_result = result.unwrap();
-        //        println!("node {:?} got result {:?}", id, bool_result);
         bool_result
     }
 }
diff --git a/src/property/filter/node_property_filter.rs b/src/property/filter/node_property_filter.rs
index 4cb40a52..8a2409d5 100644
--- a/src/property/filter/node_property_filter.rs
+++ b/src/property/filter/node_property_filter.rs
@@ -19,10 +19,6 @@
  * under the License.
  */
 
-// 1. Query the property graph with the given list of node ids/edge ids, by firstly getting the attribute
-// 2. build the hash map according to the queried values
-// 3. when running ,first pass the queried id to filter function, then get value with the hashmap.get(id), then pass value to get_result recursion.
-
 use generic::IdType;
 use property::filter::{EdgeCache, Expression, NodeCache, PropertyResult};
 use property::{PropertyCache, PropertyError, PropertyGraph};
@@ -34,11 +30,10 @@ pub fn filter_node<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: Edg
 ) -> bool {
     let result = get_node_filter_result(id, property_cache, expression);
     if result.is_err() {
-        println!("node {:?} has error {:?}", id, result.err().unwrap());
+        trace!("node {:?} has error {:?}", id, result.err().unwrap());
         false
     } else {
         let bool_result = result.unwrap();
-        //        println!("node {:?} got result {:?}", id, bool_result);
         bool_result
     }
 }
diff --git a/src/property/mod.rs b/src/property/mod.rs
index 048a45bf..74b6319c 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -93,11 +93,9 @@ pub trait PropertyGraph<Id: IdType> {
         props: I,
     ) -> Result<(), PropertyError>;
 
-    //    fn scan_node_property(&self,names: Vec<String>) -> Iter<Result<Option<JsonValue>, E>>;
-    //    fn scan_edge_property(&self,names: Vec<String>) -> Iter<Result<Option<JsonValue>, E>>;
-    fn scan_node_property_all(&self) -> Result<Iter<(Id, JsonValue)>, PropertyError>;
+    fn scan_node_property_all(&self) -> Iter<Result<(Id, JsonValue), PropertyError>>;
 
-    fn scan_edge_property_all(&self) -> Result<Iter<((Id, Id), JsonValue)>, PropertyError>;
+    fn scan_edge_property_all(&self) -> Iter<Result<((Id, Id), JsonValue), PropertyError>>;
 }
 
 #[derive(Debug)]
diff --git a/src/property/property_parser.rs b/src/property/property_parser.rs
index d5671415..b303da10 100644
--- a/src/property/property_parser.rs
+++ b/src/property/property_parser.rs
@@ -19,18 +19,15 @@
  * under the License.
  */
 
-use property::filter::empty_expression;
-use property::filter::PropertyResult;
 use property::filter::{
-    ArithmeticExpression, ArithmeticOperator, Const, Expression, PredicateExpression,
-    PredicateOperator, Var,
+    empty_expression, ArithmeticExpression, ArithmeticOperator, Const, Expression,
+    PredicateExpression, PredicateOperator, PropertyResult, Var,
 };
 use property::PropertyError;
 use regex::Regex;
 use serde_json::json;
 use serde_json::Value as JsonValue;
-use std::collections::HashMap;
-use std::collections::HashSet;
+use std::collections::{HashMap, HashSet};
 use std::marker::{Send, Sync};
 
 #[derive(Clone)]
diff --git a/src/property/rocks_property.rs b/src/property/rocks_property.rs
index 6d175c54..8ebe6b1d 100644
--- a/src/property/rocks_property.rs
+++ b/src/property/rocks_property.rs
@@ -308,42 +308,30 @@ impl<Id: IdType + Serialize + DeserializeOwned> PropertyGraph<Id> for RocksPrope
         Ok(())
     }
 
-    fn scan_node_property_all(&self) -> Result<Iter<(Id, JsonValue)>, PropertyError> {
-        Ok(Iter::new(Box::new(
+    fn scan_node_property_all(&self) -> Iter<Result<(Id, JsonValue), PropertyError>> {
+        Iter::new(Box::new(
             self.node_property
                 .iterator(IteratorMode::Start)
                 .map(|(id_bytes, value_bytes)| {
-                    let id: Id = bincode::deserialize(&id_bytes).unwrap();
-                    let value_parsed: JsonValue = from_slice(&value_bytes).unwrap();
+                    let id: Id = bincode::deserialize(&id_bytes)?;
+                    let value_parsed: JsonValue = from_slice(&value_bytes)?;
 
-                    (id, value_parsed)
+                    Ok((id, value_parsed))
                 }),
-        )))
-    }
-
-    fn scan_edge_property_all(&self) -> Result<Iter<((Id, Id), JsonValue)>, PropertyError> {
-        unimplemented!()
-        //        let iterator: Iterator<Item = ((Id, Id), JsonValue)> = self
-        //            .edge_property
-        //            .iterator(IteratorMode::Start)
-        //            .map(|x| {
-        //                (
-        //                    bincode::deserialize(&x.0).unwrap(),
-        //                    from_slice(&x.1).unwrap(),
-        //                )
-        //            })
-        //            .into();
-        //        let boxed_iter = Box::new(iterator);
-        //        let result = Iter::new(boxed_iter);
-        //
-        //        return Ok(result);
-        //        let mut result = Vec::new();
-        //        for (id_bytes, value_bytes) in self.edge_property.iterator(IteratorMode::Start) {
-        //            let id: (Id, Id) = bincode::deserialize(&id_bytes)?;
-        //            let value_parsed: JsonValue = from_slice(&value_bytes)?;
-        //            result.push((id, value_parsed))
-        //        }
-        //        Ok(Iter::new(Box::new(result.into_iter())))
+        ))
+    }
+
+    fn scan_edge_property_all(&self) -> Iter<Result<((Id, Id), JsonValue), PropertyError>> {
+        Iter::new(Box::new(
+            self.edge_property
+                .iterator(IteratorMode::Start)
+                .map(|(id_bytes, value_bytes)| {
+                    let id: (Id, Id) = bincode::deserialize(&id_bytes)?;
+                    let value_parsed: JsonValue = from_slice(&value_bytes)?;
+
+                    Ok((id, value_parsed))
+                }),
+        ))
     }
 }
 
@@ -615,9 +603,15 @@ mod test {
             .insert_node_property(1u32, json!({"name": "tom"}))
             .unwrap();
 
-        let mut iter = graph0.scan_node_property_all().unwrap();
-        assert_eq!((0u32, json!({"name": "jack"})), iter.next().unwrap());
-        assert_eq!((1u32, json!({"name": "tom"})), iter.next().unwrap());
+        let mut iter = graph0.scan_node_property_all();
+        assert_eq!(
+            (0u32, json!({"name": "jack"})),
+            iter.next().unwrap().unwrap()
+        );
+        assert_eq!(
+            (1u32, json!({"name": "tom"})),
+            iter.next().unwrap().unwrap()
+        );
     }
 
     #[test]
@@ -638,11 +632,14 @@ mod test {
             .insert_edge_property(1u32, 2u32, json!({"length": "10"}))
             .unwrap();
 
-        let mut iter = graph0.scan_edge_property_all().unwrap();
-        assert_eq!(((0u32, 1u32), json!({"length": "5"})), iter.next().unwrap());
+        let mut iter = graph0.scan_edge_property_all();
+        assert_eq!(
+            ((0u32, 1u32), json!({"length": "5"})),
+            iter.next().unwrap().unwrap()
+        );
         assert_eq!(
             ((1u32, 2u32), json!({"length": "10"})),
-            iter.next().unwrap()
+            iter.next().unwrap().unwrap()
         );
     }
 }
diff --git a/src/property/sled_property.rs b/src/property/sled_property.rs
index 47b1e08d..067da171 100644
--- a/src/property/sled_property.rs
+++ b/src/property/sled_property.rs
@@ -341,26 +341,32 @@ impl<Id: IdType + Serialize + DeserializeOwned> PropertyGraph<Id> for SledProper
         Ok(())
     }
 
-    fn scan_node_property_all(&self) -> Result<Iter<(Id, JsonValue)>, PropertyError> {
-        let mut result = Vec::new();
-        for node in self.node_property.iter() {
-            let (id_bytes, value_bytes) = node?;
-            let id: Id = bincode::deserialize(&id_bytes)?;
-            let value_parsed: JsonValue = from_slice(&value_bytes)?;
-            result.push((id, value_parsed))
-        }
-        Ok(Iter::new(Box::new(result.into_iter())))
+    fn scan_node_property_all(&self) -> Iter<Result<(Id, JsonValue), PropertyError>> {
+        Iter::new(Box::new(self.node_property.iter().map(
+            |result| match result {
+                Ok((id_bytes, value_bytes)) => {
+                    let id: Id = bincode::deserialize(&id_bytes)?;
+                    let value_parsed: JsonValue = from_slice(&value_bytes)?;
+
+                    Ok((id, value_parsed))
+                }
+                Err(e) => Err(PropertyError::SledError(e)),
+            },
+        )))
     }
 
-    fn scan_edge_property_all(&self) -> Result<Iter<((Id, Id), JsonValue)>, PropertyError> {
-        let mut result = Vec::new();
-        for edge in self.edge_property.iter() {
-            let (id_bytes, value_bytes) = edge?;
-            let id: (Id, Id) = bincode::deserialize(&id_bytes)?;
-            let value_parsed: JsonValue = from_slice(&value_bytes)?;
-            result.push((id, value_parsed))
-        }
-        Ok(Iter::new(Box::new(result.into_iter())))
+    fn scan_edge_property_all(&self) -> Iter<Result<((Id, Id), JsonValue), PropertyError>> {
+        Iter::new(Box::new(self.edge_property.iter().map(
+            |result| match result {
+                Ok((id_bytes, value_bytes)) => {
+                    let id: (Id, Id) = bincode::deserialize(&id_bytes)?;
+                    let value_parsed: JsonValue = from_slice(&value_bytes)?;
+
+                    Ok((id, value_parsed))
+                }
+                Err(e) => Err(PropertyError::SledError(e)),
+            },
+        )))
     }
 }
 
@@ -840,9 +846,15 @@ mod test {
             .insert_node_property(1u32, json!({"name": "tom"}))
             .unwrap();
 
-        let mut iter = graph0.scan_node_property_all().unwrap();
-        assert_eq!((0u32, json!({"name": "jack"})), iter.next().unwrap());
-        assert_eq!((1u32, json!({"name": "tom"})), iter.next().unwrap());
+        let mut iter = graph0.scan_node_property_all();
+        assert_eq!(
+            (0u32, json!({"name": "jack"})),
+            iter.next().unwrap().unwrap()
+        );
+        assert_eq!(
+            (1u32, json!({"name": "tom"})),
+            iter.next().unwrap().unwrap()
+        );
     }
 
     #[test]
@@ -863,11 +875,16 @@ mod test {
             .insert_edge_property(1u32, 2u32, json!({"length": "10"}))
             .unwrap();
 
-        let mut iter = graph0.scan_edge_property_all().unwrap();
-        assert_eq!(((0u32, 1u32), json!({"length": "5"})), iter.next().unwrap());
+        let mut iter: Iter<Result<((u32, u32), _), PropertyError>> =
+            graph0.scan_edge_property_all();
+
+        assert_eq!(
+            ((0u32, 1u32), json!({"length": "5"})),
+            iter.next().unwrap().unwrap()
+        );
         assert_eq!(
             ((1u32, 2u32), json!({"length": "10"})),
-            iter.next().unwrap()
+            iter.next().unwrap().unwrap()
         );
     }
 }

From 6c0d8c8344268ee7b4705fa8c84049869d0f8500 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Fri, 10 May 2019 01:07:43 +1000
Subject: [PATCH 211/391] Remove useless file

---
 src/property/filter/filter_errors.rs | 142 ---------------------------
 1 file changed, 142 deletions(-)
 delete mode 100644 src/property/filter/filter_errors.rs

diff --git a/src/property/filter/filter_errors.rs b/src/property/filter/filter_errors.rs
deleted file mode 100644
index 9d763b3a..00000000
--- a/src/property/filter/filter_errors.rs
+++ /dev/null
@@ -1,142 +0,0 @@
-// *
-// * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
-// *
-// * Licensed to the Apache Software Foundation (ASF) under one
-// * or more contributor license agreements.  See the NOTICE file
-// * distributed with this work for additional information
-// * regarding copyright ownership.  The ASF licenses this file
-// * to you under the Apache License, Version 2.0 (the
-// * "License"); you may not use this file except in compliance
-// * with the License.  You may obtain a copy of the License at
-// *
-// *   http://www.apache.org/licenses/LICENSE-2.0
-// *
-// * Unless required by applicable law or agreed to in writing,
-// * software distributed under the License is distributed on an
-// * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-// * KIND, either express or implied.  See the License for the
-// * specific language governing permissions and limitations
-// * under the License.
-// */
-//
-//use std::{fmt, error};
-//
-//
-//#[derive(Debug, Clone)]
-//pub struct JsonObjectFieldError;
-//
-//impl fmt::Display for JsonObjectFieldError {
-//    fn fmt(&self, f: &mut fmt::Formatter) -> fmt::Result {
-//        write!(f, "Json object has no such field")
-//    }
-//}
-//
-//impl error::Error for JsonObjectFieldError {
-//    fn description(&self) -> &str {
-//        "Json object has no such field"
-//    }
-//
-//    fn cause(&self) -> Option<&error::Error> {
-//        None
-//    }
-//}
-//
-//
-//#[derive(Debug, Clone)]
-//pub struct NodeNotFoundError;
-//
-//impl fmt::Display for NodeNotFoundError {
-//    fn fmt(&self, f: &mut fmt::Formatter) -> fmt::Result {
-//        write!(f, "Node is found found in cache")
-//    }
-//}
-//
-//impl error::Error for NodeNotFoundError {
-//    fn description(&self) -> &str {
-//        "Node is found found in cache"
-//    }
-//
-//    fn cause(&self) -> Option<&error::Error> {
-//        None
-//    }
-//}
-//
-//
-//#[derive(Debug, Clone)]
-//pub struct EdgeNotFoundError;
-//
-//impl fmt::Display for EdgeNotFoundError {
-//    fn fmt(&self, f: &mut fmt::Formatter) -> fmt::Result {
-//        write!(f, "Edge is found found in cache")
-//    }
-//}
-//
-//impl error::Error for EdgeNotFoundError {
-//    fn description(&self) -> &str {
-//        "Edge is found found in cache"
-//    }
-//
-//    fn cause(&self) -> Option<&error::Error> {
-//        None
-//    }
-//}
-//
-//
-//#[derive(Debug, Clone)]
-//pub struct BooleanExpressionError;
-//
-//impl fmt::Display for BooleanExpressionError {
-//    fn fmt(&self, f: &mut fmt::Formatter) -> fmt::Result {
-//        write!(f, "Boolean expression is expected")
-//    }
-//}
-//
-//impl error::Error for BooleanExpressionError {
-//    fn description(&self) -> &str {
-//        "Boolean expression is expected"
-//    }
-//
-//    fn cause(&self) -> Option<&error::Error> {
-//        None
-//    }
-//}
-//
-//
-//#[derive(Debug, Clone)]
-//pub struct NumberExpressionError;
-//
-//impl fmt::Display for NumberExpressionError {
-//    fn fmt(&self, f: &mut fmt::Formatter) -> fmt::Result {
-//        write!(f, "Number expression is expected")
-//    }
-//}
-//
-//impl error::Error for NumberExpressionError {
-//    fn description(&self) -> &str {
-//        "Number expression is expected"
-//    }
-//
-//    fn cause(&self) -> Option<&error::Error> {
-//        None
-//    }
-//}
-//
-//
-//#[derive(Debug, Clone)]
-//pub struct StringExpressionError;
-//
-//impl fmt::Display for StringExpressionError {
-//    fn fmt(&self, f: &mut fmt::Formatter) -> fmt::Result {
-//        write!(f, "String expression is expected")
-//    }
-//}
-//
-//impl error::Error for StringExpressionError {
-//    fn description(&self) -> &str {
-//        "String expression is expected"
-//    }
-//
-//    fn cause(&self) -> Option<&error::Error> {
-//        None
-//    }
-//}

From 42b831472059362eb1ae6f554b290f7cd2d32748 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Fri, 10 May 2019 11:21:51 +1000
Subject: [PATCH 212/391] Optimise imports

---
 src/main.rs                                  | 42 ++++++++++++++++++++
 src/property/cached_property.rs              |  3 +-
 src/property/filter/arithmetic_expression.rs |  3 +-
 src/property/filter/edge_property_filter.rs  |  3 +-
 src/property/filter/mod.rs                   |  1 -
 src/property/filter/property_cache.rs        | 13 +++---
 src/property/sled_property.rs                |  3 +-
 7 files changed, 53 insertions(+), 15 deletions(-)
 create mode 100644 src/main.rs

diff --git a/src/main.rs b/src/main.rs
new file mode 100644
index 00000000..01018194
--- /dev/null
+++ b/src/main.rs
@@ -0,0 +1,42 @@
+extern crate serde_json;
+
+use serde_json::json;
+use serde_json::Number;
+
+trait MyJson {
+    fn process(&self);
+}
+
+impl MyJson for f64 {
+    fn process(&self) {
+        println!("I'm f64")
+    }
+}
+
+impl MyJson for u64 {
+    fn process(&self) {
+        println!("I'm u64")
+    }
+}
+
+impl MyJson for &str {
+    fn process(&self) {
+        println!("I'm string")
+    }
+}
+
+impl MyJson for bool {
+    fn process(&self) {
+        println!("I'm bool")
+    }
+}
+
+macro_rules! my_json {
+    ($e:expr) => {
+        MyJson::process(&$e)
+    };
+}
+
+fn main() {
+    println!("{:?}", json!(5.5).as_u64());
+}
diff --git a/src/property/cached_property.rs b/src/property/cached_property.rs
index 1f512697..d302f71f 100644
--- a/src/property/cached_property.rs
+++ b/src/property/cached_property.rs
@@ -27,8 +27,7 @@ use serde_cbor::from_slice;
 use serde_json::to_value;
 use serde_json::Value as JsonValue;
 
-pub use generic::Iter;
-use generic::{DefaultId, IdType};
+use generic::{DefaultId, IdType, Iter};
 use property::{PropertyError, PropertyGraph};
 
 #[derive(Debug, PartialEq, Clone, Serialize, Deserialize)]
diff --git a/src/property/filter/arithmetic_expression.rs b/src/property/filter/arithmetic_expression.rs
index 77ac1458..73baf92b 100644
--- a/src/property/filter/arithmetic_expression.rs
+++ b/src/property/filter/arithmetic_expression.rs
@@ -20,8 +20,7 @@
  */
 
 use property::filter::expression_operator::*;
-use property::filter::Expression;
-use property::filter::PropertyResult;
+use property::filter::{PropertyResult, Expression};
 
 use serde_json::Value as JsonValue;
 
diff --git a/src/property/filter/edge_property_filter.rs b/src/property/filter/edge_property_filter.rs
index cf774b64..a3d0c22b 100644
--- a/src/property/filter/edge_property_filter.rs
+++ b/src/property/filter/edge_property_filter.rs
@@ -24,8 +24,7 @@
 // 3. when running ,first pass the queried id to filter function, then get value with the hashmap.get(id), then pass value to get_result recursion.
 
 use generic::IdType;
-use property::filter::PropertyResult;
-use property::filter::{EdgeCache, Expression, NodeCache};
+use property::filter::{EdgeCache, Expression, NodeCache, PropertyResult};
 use property::{PropertyCache, PropertyError, PropertyGraph};
 
 pub fn filter_edge<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>(
diff --git a/src/property/filter/mod.rs b/src/property/filter/mod.rs
index bc1bd3c2..a0a2ae57 100644
--- a/src/property/filter/mod.rs
+++ b/src/property/filter/mod.rs
@@ -31,7 +31,6 @@
 pub mod arithmetic_expression;
 pub mod edge_property_filter;
 pub mod expression_operator;
-pub mod filter_errors;
 pub mod hash_property_cache;
 pub mod node_property_filter;
 pub mod predicate_expression;
diff --git a/src/property/filter/property_cache.rs b/src/property/filter/property_cache.rs
index 89eeac3b..afc93d51 100644
--- a/src/property/filter/property_cache.rs
+++ b/src/property/filter/property_cache.rs
@@ -18,15 +18,16 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-use generic::DefaultId;
-use generic::IdType;
-use property::filter::PropertyResult;
-use property::filter::{EdgeCache, HashEdgeCache, HashNodeCache, NodeCache};
-use property::{PropertyGraph, SledProperty};
-use serde_json::Value as JsonValue;
 use std::marker::PhantomData;
 use std::sync::Arc;
 
+use generic::{DefaultId, IdType};
+use property::filter::{EdgeCache, HashEdgeCache, HashNodeCache, NodeCache, PropertyResult};
+use property::{PropertyGraph, SledProperty};
+
+use serde_json::Value as JsonValue;
+
+
 pub struct PropertyCache<
     Id: IdType = DefaultId,
     PG: PropertyGraph<Id> = SledProperty,
diff --git a/src/property/sled_property.rs b/src/property/sled_property.rs
index 067da171..576b2204 100644
--- a/src/property/sled_property.rs
+++ b/src/property/sled_property.rs
@@ -32,8 +32,7 @@ use serde_json::Value as JsonValue;
 use sled::ConfigBuilder;
 use sled::Db as Tree;
 
-use generic::IdType;
-pub use generic::Iter;
+use generic::{IdType, Iter};
 use property::{PropertyError, PropertyGraph};
 
 pub struct SledProperty {

From 4ad06efd5c3410d8eb26fc55d462772bd6dd8b05 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Mon, 13 May 2019 15:08:07 +1000
Subject: [PATCH 213/391] Changed trace to debug

---
 src/property/filter/edge_property_filter.rs | 2 +-
 src/property/filter/node_property_filter.rs | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/property/filter/edge_property_filter.rs b/src/property/filter/edge_property_filter.rs
index a3d0c22b..4b51b4f4 100644
--- a/src/property/filter/edge_property_filter.rs
+++ b/src/property/filter/edge_property_filter.rs
@@ -35,7 +35,7 @@ pub fn filter_edge<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: Edg
     let result = get_edge_filter_result(id, property_cache, expression);
 
     if result.is_err() {
-        trace!("edge {:?} has error {:?}", id, result.err().unwrap());
+        debug!("edge {:?} has error {:?}", id, result.err().unwrap());
         false
     } else {
         let bool_result = result.unwrap();
diff --git a/src/property/filter/node_property_filter.rs b/src/property/filter/node_property_filter.rs
index 8a2409d5..69bdca7b 100644
--- a/src/property/filter/node_property_filter.rs
+++ b/src/property/filter/node_property_filter.rs
@@ -30,7 +30,7 @@ pub fn filter_node<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: Edg
 ) -> bool {
     let result = get_node_filter_result(id, property_cache, expression);
     if result.is_err() {
-        trace!("node {:?} has error {:?}", id, result.err().unwrap());
+        debug!("node {:?} has error {:?}", id, result.err().unwrap());
         false
     } else {
         let bool_result = result.unwrap();

From 4aaa79ac7b729bc95bdffe881196f674545ae35e Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Mon, 13 May 2019 15:56:38 +1000
Subject: [PATCH 214/391] remove Sled

---
 Cargo.toml                                   |  1 -
 src/lib.rs                                   |  2 +-
 src/main.rs                                  | 42 --------------------
 src/property/filter/arithmetic_expression.rs |  2 +-
 src/property/filter/hash_property_cache.rs   |  3 +-
 src/property/filter/property_cache.rs        | 13 +++---
 src/property/mod.rs                          | 16 ++++----
 src/property/rocks_property.rs               | 24 +++++++++--
 tests/property.rs                            | 11 ++---
 tests/property_parser.rs                     |  2 +-
 10 files changed, 45 insertions(+), 71 deletions(-)
 delete mode 100644 src/main.rs

diff --git a/Cargo.toml b/Cargo.toml
index d888261e..1e558bc6 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -19,7 +19,6 @@ bincode = "1.0.1"
 log = "0.4"
 csv = "1"
 counter = "0.4.3"
-sled = { version = "0.17.4", features = ["compression"] }
 serde_cbor = "0.9.0"
 regex =  "1"
 fixedbitset = "0.1.9"
diff --git a/src/lib.rs b/src/lib.rs
index eec01e11..861bd560 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -32,7 +32,7 @@ extern crate rocksdb;
 extern crate serde;
 extern crate serde_cbor;
 extern crate serde_json;
-extern crate sled;
+//extern crate sled;
 #[macro_use]
 extern crate log;
 #[macro_use]
diff --git a/src/main.rs b/src/main.rs
deleted file mode 100644
index 01018194..00000000
--- a/src/main.rs
+++ /dev/null
@@ -1,42 +0,0 @@
-extern crate serde_json;
-
-use serde_json::json;
-use serde_json::Number;
-
-trait MyJson {
-    fn process(&self);
-}
-
-impl MyJson for f64 {
-    fn process(&self) {
-        println!("I'm f64")
-    }
-}
-
-impl MyJson for u64 {
-    fn process(&self) {
-        println!("I'm u64")
-    }
-}
-
-impl MyJson for &str {
-    fn process(&self) {
-        println!("I'm string")
-    }
-}
-
-impl MyJson for bool {
-    fn process(&self) {
-        println!("I'm bool")
-    }
-}
-
-macro_rules! my_json {
-    ($e:expr) => {
-        MyJson::process(&$e)
-    };
-}
-
-fn main() {
-    println!("{:?}", json!(5.5).as_u64());
-}
diff --git a/src/property/filter/arithmetic_expression.rs b/src/property/filter/arithmetic_expression.rs
index 73baf92b..8f61c1c2 100644
--- a/src/property/filter/arithmetic_expression.rs
+++ b/src/property/filter/arithmetic_expression.rs
@@ -20,7 +20,7 @@
  */
 
 use property::filter::expression_operator::*;
-use property::filter::{PropertyResult, Expression};
+use property::filter::{Expression, PropertyResult};
 
 use serde_json::Value as JsonValue;
 
diff --git a/src/property/filter/hash_property_cache.rs b/src/property/filter/hash_property_cache.rs
index f89ea18a..592cb20c 100644
--- a/src/property/filter/hash_property_cache.rs
+++ b/src/property/filter/hash_property_cache.rs
@@ -19,9 +19,8 @@
  * under the License.
  */
 
-use std::collections::HashMap;
-
 use generic::IdType;
+use hashbrown::HashMap;
 use property::filter::{EdgeCache, NodeCache, PropertyResult};
 use property::{PropertyError, PropertyGraph};
 
diff --git a/src/property/filter/property_cache.rs b/src/property/filter/property_cache.rs
index afc93d51..c13939c4 100644
--- a/src/property/filter/property_cache.rs
+++ b/src/property/filter/property_cache.rs
@@ -23,14 +23,13 @@ use std::sync::Arc;
 
 use generic::{DefaultId, IdType};
 use property::filter::{EdgeCache, HashEdgeCache, HashNodeCache, NodeCache, PropertyResult};
-use property::{PropertyGraph, SledProperty};
+use property::{PropertyGraph, RocksProperty};
 
 use serde_json::Value as JsonValue;
 
-
 pub struct PropertyCache<
     Id: IdType = DefaultId,
-    PG: PropertyGraph<Id> = SledProperty,
+    PG: PropertyGraph<Id> = RocksProperty,
     NC: NodeCache<Id> = HashNodeCache<Id>,
     EC: EdgeCache<Id> = HashEdgeCache<Id>,
 > {
@@ -102,7 +101,7 @@ mod test {
 
     use super::*;
     use property::filter::{HashEdgeCache, HashNodeCache};
-    use property::SledProperty;
+    use property::RocksProperty as DefaultProperty;
     use serde_json::json;
     use std::collections::HashMap;
 
@@ -124,7 +123,7 @@ mod test {
         let node_path = node.path();
         let edge_path = edge.path();
 
-        let graph = SledProperty::with_data(
+        let graph = DefaultProperty::with_data(
             node_path,
             edge_path,
             node_property.clone().into_iter(),
@@ -175,7 +174,7 @@ mod test {
         let node_path = node.path();
         let edge_path = edge.path();
 
-        let graph = SledProperty::with_data(
+        let graph = DefaultProperty::with_data(
             node_path,
             edge_path,
             node_property.clone().into_iter(),
@@ -207,7 +206,7 @@ mod test {
 
     #[test]
     fn test_new_disabled_property_cache() {
-        let property_cache: PropertyCache<u32, SledProperty> = PropertyCache::new_default(None);
+        let property_cache: PropertyCache<u32, DefaultProperty> = PropertyCache::new_default(None);
         assert_eq!(property_cache.is_disabled(), true);
     }
 }
diff --git a/src/property/mod.rs b/src/property/mod.rs
index 74b6319c..64163285 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -22,7 +22,7 @@ pub mod cached_property;
 pub mod filter;
 pub mod property_parser;
 pub mod rocks_property;
-pub mod sled_property;
+//pub mod sled_property;
 
 pub use property::cached_property::CachedProperty;
 pub use property::filter::PropertyCache;
@@ -30,7 +30,7 @@ pub use property::property_parser::parse_property;
 pub use property::property_parser::parse_property_tree;
 pub use property::property_parser::ExpressionCache;
 pub use property::rocks_property::RocksProperty;
-pub use property::sled_property::SledProperty;
+//pub use property::sled_property::SledProperty;
 
 use generic::IdType;
 pub use generic::Iter;
@@ -100,7 +100,7 @@ pub trait PropertyGraph<Id: IdType> {
 
 #[derive(Debug)]
 pub enum PropertyError {
-    SledError(sled::Error<()>),
+    //    SledError(sled::Error<()>),
     ModifyReadOnlyError,
     RocksError(rocksdb::Error),
     BincodeError(std::boxed::Box<bincode::ErrorKind>),
@@ -117,11 +117,11 @@ pub enum PropertyError {
     CrossComparisonError,
 }
 
-impl From<sled::Error<()>> for PropertyError {
-    fn from(error: sled::Error<()>) -> Self {
-        PropertyError::SledError(error)
-    }
-}
+//impl From<sled::Error<()>> for PropertyError {
+//    fn from(error: sled::Error<()>) -> Self {
+//        PropertyError::SledError(error)
+//    }
+//}
 
 impl From<rocksdb::Error> for PropertyError {
     fn from(error: rocksdb::Error) -> Self {
diff --git a/src/property/rocks_property.rs b/src/property/rocks_property.rs
index 8ebe6b1d..7ef306df 100644
--- a/src/property/rocks_property.rs
+++ b/src/property/rocks_property.rs
@@ -44,13 +44,13 @@ pub struct RocksProperty {
 }
 
 impl RocksProperty {
-    pub fn new<P: AsRef<Path> + Clone>(
+    pub fn new<P: AsRef<Path>>(
         node_path: P,
         edge_path: P,
         is_directed: bool,
     ) -> Result<Self, PropertyError> {
-        Tree::destroy(&Options::default(), node_path.clone())?;
-        Tree::destroy(&Options::default(), edge_path.clone())?;
+        Tree::destroy(&Options::default(), &node_path)?;
+        Tree::destroy(&Options::default(), &edge_path)?;
 
         let mut opts = Options::default();
         opts.create_if_missing(true);
@@ -83,6 +83,24 @@ impl RocksProperty {
         })
     }
 
+    pub fn with_data<Id: IdType + Serialize + DeserializeOwned, N, E, P: AsRef<Path>>(
+        node_path: P,
+        edge_path: P,
+        node_property: N,
+        edge_property: E,
+        is_directed: bool,
+    ) -> Result<Self, PropertyError>
+    where
+        N: Iterator<Item = (Id, JsonValue)>,
+        E: Iterator<Item = ((Id, Id), JsonValue)>,
+    {
+        let mut prop = Self::new(node_path, edge_path, is_directed)?;
+        prop.extend_node_property(node_property)?;
+        prop.extend_edge_property(edge_property)?;
+
+        Ok(prop)
+    }
+
     pub fn flush(&self) -> Result<(), PropertyError> {
         if self.read_only {
             panic!("Trying to modify a read-only db.");
diff --git a/tests/property.rs b/tests/property.rs
index b9356dc0..ad32b4c0 100644
--- a/tests/property.rs
+++ b/tests/property.rs
@@ -24,7 +24,8 @@ extern crate serde_json;
 use std::collections::HashMap;
 
 use rust_graph::property::filter::*;
-use rust_graph::property::*;
+use rust_graph::property::CachedProperty;
+use rust_graph::property::RocksProperty as DefaultProperty;
 use serde_json::json;
 use std::sync::Arc;
 
@@ -332,7 +333,7 @@ fn test_sled_boolean_expression() {
     // WHERE a.is_member;
     let exp = Box::new(Var::new("is_member".to_owned()));
 
-    let property_graph = create_sled_property();
+    let property_graph = create_default_property();
     let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
@@ -358,7 +359,7 @@ fn test_sled_num_compare_expression() {
         PredicateOperator::GreaterThan,
     ));
 
-    let property_graph = create_sled_property();
+    let property_graph = create_default_property();
 
     let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
     property_cache
@@ -373,7 +374,7 @@ fn test_sled_num_compare_expression() {
     assert_eq!(vec![0, 1], result);
 }
 
-fn create_sled_property() -> SledProperty {
+fn create_default_property() -> DefaultProperty {
     let mut node_property = HashMap::new();
     let mut edge_property = HashMap::new();
     for i in 0u32..10 {
@@ -401,7 +402,7 @@ fn create_sled_property() -> SledProperty {
     let node_path = node.path();
     let edge_path = edge.path();
 
-    let db = SledProperty::with_data(
+    let db = DefaultProperty::with_data(
         node_path,
         edge_path,
         node_property.into_iter(),
diff --git a/tests/property_parser.rs b/tests/property_parser.rs
index f245bb9f..962b965e 100644
--- a/tests/property_parser.rs
+++ b/tests/property_parser.rs
@@ -20,7 +20,7 @@
  */
 extern crate rust_graph;
 extern crate serde_json;
-extern crate sled;
+//extern crate sled;
 
 use std::collections::HashMap;
 use std::path::Path;

From 9c6e857e57a0a4ccc6789a42493a2eda55d78693 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Wed, 15 May 2019 23:30:35 +1000
Subject: [PATCH 215/391] Added stopping sign of prefetching

---
 src/property/filter/hash_property_cache.rs | 7 +++++++
 1 file changed, 7 insertions(+)

diff --git a/src/property/filter/hash_property_cache.rs b/src/property/filter/hash_property_cache.rs
index f89ea18a..3e91bdf4 100644
--- a/src/property/filter/hash_property_cache.rs
+++ b/src/property/filter/hash_property_cache.rs
@@ -65,6 +65,9 @@ impl<Id: IdType> NodeCache<Id> for HashNodeCache<Id> {
         ids: I,
         property_graph: &P,
     ) -> PropertyResult<()> {
+        if property_graph.scan_node_property_all().nth(0).is_none() {
+            return Ok(())
+        }
         for id in ids {
             if let Some(result) = property_graph.get_node_property_all(id.clone())? {
                 self.set(id.clone(), result);
@@ -113,6 +116,10 @@ impl<Id: IdType> EdgeCache<Id> for HashEdgeCache<Id> {
         ids: I,
         property_graph: &P,
     ) -> PropertyResult<()> {
+        if property_graph.scan_edge_property_all().nth(0).is_none() {
+            return Ok(())
+        }
+
         for id in ids {
             if let Some(result) = property_graph.get_edge_property_all(id.0, id.1)? {
                 self.set(id.0, id.1, result);

From 6b5b96fa0215b0e6f53b58c6e0098a3967feedbe Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Thu, 16 May 2019 14:07:44 +1000
Subject: [PATCH 216/391] Added file path checking when openning db

---
 src/property/mod.rs            |  1 +
 src/property/rocks_property.rs | 22 +++++++++++++---------
 2 files changed, 14 insertions(+), 9 deletions(-)

diff --git a/src/property/mod.rs b/src/property/mod.rs
index 64163285..24137d56 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -106,6 +106,7 @@ pub enum PropertyError {
     BincodeError(std::boxed::Box<bincode::ErrorKind>),
     JsonError(serde_json::Error),
     CborError(serde_cbor::error::Error),
+    DBNotFoundError,
 
     JsonObjectFieldError,
     BooleanExpressionError,
diff --git a/src/property/rocks_property.rs b/src/property/rocks_property.rs
index 7ef306df..e001a40b 100644
--- a/src/property/rocks_property.rs
+++ b/src/property/rocks_property.rs
@@ -72,15 +72,19 @@ impl RocksProperty {
         is_directed: bool,
         read_only: bool,
     ) -> Result<Self, PropertyError> {
-        let node_tree = Tree::open_default(node_path)?;
-        let edge_tree = Tree::open_default(edge_path)?;
-
-        Ok(RocksProperty {
-            node_property: node_tree,
-            edge_property: edge_tree,
-            is_directed,
-            read_only,
-        })
+        if !(node_path.as_ref().exists() && edge_path.as_ref().exists()) {
+            Err(PropertyError::DBNotFoundError)
+        } else {
+            let node_tree = Tree::open_default(node_path)?;
+            let edge_tree = Tree::open_default(edge_path)?;
+
+            Ok(RocksProperty {
+                node_property: node_tree,
+                edge_property: edge_tree,
+                is_directed,
+                read_only,
+            })
+        }
     }
 
     pub fn with_data<Id: IdType + Serialize + DeserializeOwned, N, E, P: AsRef<Path>>(

From 1bc5e131698d998fb6ac1ad2752869753ad8b6c9 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Thu, 16 May 2019 14:13:50 +1000
Subject: [PATCH 217/391] Removed stopping of prefetching

---
 src/property/filter/hash_property_cache.rs | 7 -------
 1 file changed, 7 deletions(-)

diff --git a/src/property/filter/hash_property_cache.rs b/src/property/filter/hash_property_cache.rs
index ab2b7915..592cb20c 100644
--- a/src/property/filter/hash_property_cache.rs
+++ b/src/property/filter/hash_property_cache.rs
@@ -64,9 +64,6 @@ impl<Id: IdType> NodeCache<Id> for HashNodeCache<Id> {
         ids: I,
         property_graph: &P,
     ) -> PropertyResult<()> {
-        if property_graph.scan_node_property_all().nth(0).is_none() {
-            return Ok(())
-        }
         for id in ids {
             if let Some(result) = property_graph.get_node_property_all(id.clone())? {
                 self.set(id.clone(), result);
@@ -115,10 +112,6 @@ impl<Id: IdType> EdgeCache<Id> for HashEdgeCache<Id> {
         ids: I,
         property_graph: &P,
     ) -> PropertyResult<()> {
-        if property_graph.scan_edge_property_all().nth(0).is_none() {
-            return Ok(())
-        }
-
         for id in ids {
             if let Some(result) = property_graph.get_edge_property_all(id.0, id.1)? {
                 self.set(id.0, id.1, result);

From e63c9df9753ee99c0a32f09b6ef3f9b0f0a79e1a Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Thu, 16 May 2019 18:13:11 +1000
Subject: [PATCH 218/391] Return true for filters to test performance

---
 src/property/filter/edge_property_filter.rs | 1 +
 src/property/filter/node_property_filter.rs | 1 +
 2 files changed, 2 insertions(+)

diff --git a/src/property/filter/edge_property_filter.rs b/src/property/filter/edge_property_filter.rs
index 4b51b4f4..aadd6148 100644
--- a/src/property/filter/edge_property_filter.rs
+++ b/src/property/filter/edge_property_filter.rs
@@ -54,6 +54,7 @@ pub fn get_edge_filter_result<
     expression: Box<Expression>,
 ) -> PropertyResult<bool> {
     let var = property_cache.get_edge_property(id.0, id.1).unwrap();
+    return Ok(true);
     let result = expression.get_value(&var)?;
 
     match result.as_bool() {
diff --git a/src/property/filter/node_property_filter.rs b/src/property/filter/node_property_filter.rs
index 69bdca7b..e4a971b6 100644
--- a/src/property/filter/node_property_filter.rs
+++ b/src/property/filter/node_property_filter.rs
@@ -49,6 +49,7 @@ pub fn get_node_filter_result<
     expression: Box<Expression>,
 ) -> PropertyResult<bool> {
     let var = property_cache.get_node_property(id).unwrap();
+    return Ok(true);
     let result = expression.get_value(&var)?;
 
     match result.as_bool() {

From 1f18c00493f0e83f4fffb953df8bff64267a0161 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Thu, 16 May 2019 19:43:25 +1000
Subject: [PATCH 219/391] Filter returns true without getting property

---
 src/property/filter/edge_property_filter.rs | 2 +-
 src/property/filter/node_property_filter.rs | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/property/filter/edge_property_filter.rs b/src/property/filter/edge_property_filter.rs
index aadd6148..ea049826 100644
--- a/src/property/filter/edge_property_filter.rs
+++ b/src/property/filter/edge_property_filter.rs
@@ -53,8 +53,8 @@ pub fn get_edge_filter_result<
     property_cache: &PropertyCache<Id, PG, NC, EC>,
     expression: Box<Expression>,
 ) -> PropertyResult<bool> {
-    let var = property_cache.get_edge_property(id.0, id.1).unwrap();
     return Ok(true);
+    let var = property_cache.get_edge_property(id.0, id.1).unwrap();
     let result = expression.get_value(&var)?;
 
     match result.as_bool() {
diff --git a/src/property/filter/node_property_filter.rs b/src/property/filter/node_property_filter.rs
index e4a971b6..61927eb7 100644
--- a/src/property/filter/node_property_filter.rs
+++ b/src/property/filter/node_property_filter.rs
@@ -48,8 +48,8 @@ pub fn get_node_filter_result<
     property_cache: &PropertyCache<Id, PG, NC, EC>,
     expression: Box<Expression>,
 ) -> PropertyResult<bool> {
-    let var = property_cache.get_node_property(id).unwrap();
     return Ok(true);
+    let var = property_cache.get_node_property(id).unwrap();
     let result = expression.get_value(&var)?;
 
     match result.as_bool() {

From 298ef4852e8ab348dca194fd46c3de113da02f8f Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Thu, 16 May 2019 20:00:52 +1000
Subject: [PATCH 220/391] Changed get by value to get by reference

---
 src/property/filter/edge_property_filter.rs |  1 -
 src/property/filter/hash_property_cache.rs  |  8 ++++----
 src/property/filter/mod.rs                  |  4 ++--
 src/property/filter/node_property_filter.rs |  3 +--
 src/property/filter/property_cache.rs       | 12 ++++++------
 5 files changed, 13 insertions(+), 15 deletions(-)

diff --git a/src/property/filter/edge_property_filter.rs b/src/property/filter/edge_property_filter.rs
index ea049826..4b51b4f4 100644
--- a/src/property/filter/edge_property_filter.rs
+++ b/src/property/filter/edge_property_filter.rs
@@ -53,7 +53,6 @@ pub fn get_edge_filter_result<
     property_cache: &PropertyCache<Id, PG, NC, EC>,
     expression: Box<Expression>,
 ) -> PropertyResult<bool> {
-    return Ok(true);
     let var = property_cache.get_edge_property(id.0, id.1).unwrap();
     let result = expression.get_value(&var)?;
 
diff --git a/src/property/filter/hash_property_cache.rs b/src/property/filter/hash_property_cache.rs
index 592cb20c..b4ad670c 100644
--- a/src/property/filter/hash_property_cache.rs
+++ b/src/property/filter/hash_property_cache.rs
@@ -40,9 +40,9 @@ impl<Id: IdType> HashNodeCache<Id> {
 }
 
 impl<Id: IdType> NodeCache<Id> for HashNodeCache<Id> {
-    fn get(&self, id: Id) -> PropertyResult<JsonValue> {
+    fn get(&self, id: Id) -> PropertyResult<&JsonValue> {
         if let Some(value) = self.node_map.get(&id) {
-            Ok(value.clone())
+            Ok(value)
         } else {
             Err(PropertyError::NodeNotFoundError)
         }
@@ -88,9 +88,9 @@ impl<Id: IdType> HashEdgeCache<Id> {
 }
 
 impl<Id: IdType> EdgeCache<Id> for HashEdgeCache<Id> {
-    fn get(&self, src: Id, dst: Id) -> PropertyResult<JsonValue> {
+    fn get(&self, src: Id, dst: Id) -> PropertyResult<&JsonValue> {
         if let Some(value) = self.edge_map.get(&(src, dst)) {
-            Ok(value.clone())
+            Ok(value)
         } else {
             Err(PropertyError::EdgeNotFoundError)
         }
diff --git a/src/property/filter/mod.rs b/src/property/filter/mod.rs
index a0a2ae57..9700ddf7 100644
--- a/src/property/filter/mod.rs
+++ b/src/property/filter/mod.rs
@@ -80,7 +80,7 @@ impl PartialEq for Box<Expression> {
 impl Eq for Box<Expression> {}
 
 pub trait NodeCache<Id: IdType> {
-    fn get(&self, id: Id) -> PropertyResult<JsonValue>;
+    fn get(&self, id: Id) -> PropertyResult<&JsonValue>;
 
     fn set(&mut self, id: Id, value: JsonValue) -> bool;
 
@@ -92,7 +92,7 @@ pub trait NodeCache<Id: IdType> {
 }
 
 pub trait EdgeCache<Id: IdType> {
-    fn get(&self, src: Id, dst: Id) -> PropertyResult<JsonValue>;
+    fn get(&self, src: Id, dst: Id) -> PropertyResult<&JsonValue>;
 
     fn set(&mut self, src: Id, dst: Id, value: JsonValue) -> bool;
 
diff --git a/src/property/filter/node_property_filter.rs b/src/property/filter/node_property_filter.rs
index 61927eb7..4e77ae62 100644
--- a/src/property/filter/node_property_filter.rs
+++ b/src/property/filter/node_property_filter.rs
@@ -48,9 +48,8 @@ pub fn get_node_filter_result<
     property_cache: &PropertyCache<Id, PG, NC, EC>,
     expression: Box<Expression>,
 ) -> PropertyResult<bool> {
-    return Ok(true);
     let var = property_cache.get_node_property(id).unwrap();
-    let result = expression.get_value(&var)?;
+    let result = expression.get_value(var)?;
 
     match result.as_bool() {
         Some(x) => Ok(x),
diff --git a/src/property/filter/property_cache.rs b/src/property/filter/property_cache.rs
index c13939c4..251e172b 100644
--- a/src/property/filter/property_cache.rs
+++ b/src/property/filter/property_cache.rs
@@ -76,14 +76,14 @@ impl<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>
         Ok(())
     }
 
-    pub fn get_node_property(&self, id: Id) -> PropertyResult<JsonValue> {
+    pub fn get_node_property(&self, id: Id) -> PropertyResult<&JsonValue> {
         if self.is_disabled() {
             panic!("Property Graph Disabled.")
         }
         self.node_cache.get(id)
     }
 
-    pub fn get_edge_property(&self, src: Id, dst: Id) -> PropertyResult<JsonValue> {
+    pub fn get_edge_property(&self, src: Id, dst: Id) -> PropertyResult<&JsonValue> {
         if self.is_disabled() {
             panic!("Property Graph Disabled.")
         }
@@ -145,12 +145,12 @@ mod test {
             .unwrap();
         for (key, value) in node_property.into_iter() {
             assert!(property_cache.get_node_property(key).is_ok());
-            assert_eq!(property_cache.get_node_property(key).unwrap(), value);
+            assert_eq!(*property_cache.get_node_property(key).unwrap(), value);
         }
         for (key, value) in edge_property.into_iter() {
             assert!(property_cache.get_edge_property(key.0, key.1).is_ok());
             assert_eq!(
-                property_cache.get_edge_property(key.0, key.1).unwrap(),
+                *property_cache.get_edge_property(key.0, key.1).unwrap(),
                 value
             );
         }
@@ -193,12 +193,12 @@ mod test {
             .unwrap();
         for (key, value) in node_property.into_iter() {
             assert!(property_cache.get_node_property(key).is_ok());
-            assert_eq!(property_cache.get_node_property(key).unwrap(), value);
+            assert_eq!(*property_cache.get_node_property(key).unwrap(), value);
         }
         for (key, value) in edge_property.into_iter() {
             assert!(property_cache.get_edge_property(key.0, key.1).is_ok());
             assert_eq!(
-                property_cache.get_edge_property(key.0, key.1).unwrap(),
+                *property_cache.get_edge_property(key.0, key.1).unwrap(),
                 value
             );
         }

From b3d38b1245af327d9ebe308948a5fe9433a31eb5 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Thu, 16 May 2019 20:08:32 +1000
Subject: [PATCH 221/391] Removed unnecessary reference

---
 src/property/filter/edge_property_filter.rs | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/property/filter/edge_property_filter.rs b/src/property/filter/edge_property_filter.rs
index 4b51b4f4..781dbac9 100644
--- a/src/property/filter/edge_property_filter.rs
+++ b/src/property/filter/edge_property_filter.rs
@@ -54,7 +54,7 @@ pub fn get_edge_filter_result<
     expression: Box<Expression>,
 ) -> PropertyResult<bool> {
     let var = property_cache.get_edge_property(id.0, id.1).unwrap();
-    let result = expression.get_value(&var)?;
+    let result = expression.get_value(var)?;
 
     match result.as_bool() {
         Some(x) => Ok(x),

From ae50be4dba83379fcf415bfbbed9eeda02c33f00 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Thu, 16 May 2019 20:32:32 +1000
Subject: [PATCH 222/391] Changed expression to be passed by reference

---
 src/property/filter/edge_property_filter.rs | 4 ++--
 src/property/filter/node_property_filter.rs | 4 ++--
 2 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/src/property/filter/edge_property_filter.rs b/src/property/filter/edge_property_filter.rs
index 781dbac9..d740e3c3 100644
--- a/src/property/filter/edge_property_filter.rs
+++ b/src/property/filter/edge_property_filter.rs
@@ -30,7 +30,7 @@ use property::{PropertyCache, PropertyError, PropertyGraph};
 pub fn filter_edge<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>(
     id: (Id, Id),
     property_cache: &PropertyCache<Id, PG, NC, EC>,
-    expression: Box<Expression>,
+    expression: &Expression,
 ) -> bool {
     let result = get_edge_filter_result(id, property_cache, expression);
 
@@ -51,7 +51,7 @@ pub fn get_edge_filter_result<
 >(
     id: (Id, Id),
     property_cache: &PropertyCache<Id, PG, NC, EC>,
-    expression: Box<Expression>,
+    expression: &Expression,
 ) -> PropertyResult<bool> {
     let var = property_cache.get_edge_property(id.0, id.1).unwrap();
     let result = expression.get_value(var)?;
diff --git a/src/property/filter/node_property_filter.rs b/src/property/filter/node_property_filter.rs
index 4e77ae62..cc9167ac 100644
--- a/src/property/filter/node_property_filter.rs
+++ b/src/property/filter/node_property_filter.rs
@@ -26,7 +26,7 @@ use property::{PropertyCache, PropertyError, PropertyGraph};
 pub fn filter_node<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>(
     id: Id,
     property_cache: &PropertyCache<Id, PG, NC, EC>,
-    expression: Box<Expression>,
+    expression: &Expression,
 ) -> bool {
     let result = get_node_filter_result(id, property_cache, expression);
     if result.is_err() {
@@ -46,7 +46,7 @@ pub fn get_node_filter_result<
 >(
     id: Id,
     property_cache: &PropertyCache<Id, PG, NC, EC>,
-    expression: Box<Expression>,
+    expression: &Expression,
 ) -> PropertyResult<bool> {
     let var = property_cache.get_node_property(id).unwrap();
     let result = expression.get_value(var)?;

From 6a774c8db71998f78119e14d4695af88b61304b2 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Thu, 16 May 2019 22:18:21 +1000
Subject: [PATCH 223/391] Changed get_value to return Cow

---
 src/property/filter/arithmetic_expression.rs | 15 ++++----
 src/property/filter/edge_property_filter.rs  |  4 +--
 src/property/filter/expression_operator.rs   | 38 ++++++++++----------
 src/property/filter/mod.rs                   |  5 ++-
 src/property/filter/node_property_filter.rs  |  3 +-
 src/property/filter/predicate_expression.rs  | 15 ++++----
 src/property/filter/value_expression.rs      | 16 +++++----
 tests/property.rs                            | 22 ++++++------
 tests/property_parser.rs                     | 16 ++++-----
 9 files changed, 73 insertions(+), 61 deletions(-)

diff --git a/src/property/filter/arithmetic_expression.rs b/src/property/filter/arithmetic_expression.rs
index 8f61c1c2..bb9801ed 100644
--- a/src/property/filter/arithmetic_expression.rs
+++ b/src/property/filter/arithmetic_expression.rs
@@ -18,7 +18,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-
+use std::borrow::Cow;
 use property::filter::expression_operator::*;
 use property::filter::{Expression, PropertyResult};
 
@@ -51,13 +51,15 @@ impl Expression for ArithmeticExpression {
     // Return the resulting value of expression.
     // Firstly get the values of expressions on both sides.
     // Then calculate the result based on operator.
-    fn get_value(&self, var: &JsonValue) -> PropertyResult<JsonValue> {
+    fn get_value<'a>(&'a self, var: &'a JsonValue) -> PropertyResult<Cow<'a, JsonValue>> {
         // Get values of left and right expressions.
-        let exp1 = self.left.get_value(var)?;
-        let exp2 = self.right.get_value(var)?;
+        let exp1_cow = self.left.get_value(var)?;
+        let exp2_cow = self.right.get_value(var)?;
+        let exp1 = exp1_cow.as_ref();
+        let exp2 = exp2_cow.as_ref();
 
         // Perform operator on left and right values.
-        match self.operator {
+        let result = match self.operator {
             // Mathematical Operation
             ArithmeticOperator::Add => add(exp1, exp2),
             ArithmeticOperator::Subtract => subtract(exp1, exp2),
@@ -68,7 +70,8 @@ impl Expression for ArithmeticExpression {
 
             // String Operation
             ArithmeticOperator::Concat => concat(exp1, exp2),
-        }
+        }?;
+        Ok(Cow::Owned(result))
     }
 
     fn box_clone(&self) -> Box<Expression> {
diff --git a/src/property/filter/edge_property_filter.rs b/src/property/filter/edge_property_filter.rs
index d740e3c3..7eb2ffa4 100644
--- a/src/property/filter/edge_property_filter.rs
+++ b/src/property/filter/edge_property_filter.rs
@@ -54,8 +54,8 @@ pub fn get_edge_filter_result<
     expression: &Expression,
 ) -> PropertyResult<bool> {
     let var = property_cache.get_edge_property(id.0, id.1).unwrap();
-    let result = expression.get_value(var)?;
-
+    let result_cow = expression.get_value(var)?;
+    let result = result_cow.as_ref();
     match result.as_bool() {
         Some(x) => Ok(x),
         None => Err(PropertyError::BooleanExpressionError),
diff --git a/src/property/filter/expression_operator.rs b/src/property/filter/expression_operator.rs
index e135b817..39387636 100644
--- a/src/property/filter/expression_operator.rs
+++ b/src/property/filter/expression_operator.rs
@@ -76,7 +76,7 @@ pub enum ArithmeticOperator {
 
 // Logical
 
-pub fn and(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+pub fn and(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_bool().is_some() && exp2.as_bool().is_some() {
         Ok(json!(exp1.as_bool().unwrap() && exp2.as_bool().unwrap()))
     } else {
@@ -84,7 +84,7 @@ pub fn and(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     }
 }
 
-pub fn or(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+pub fn or(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_bool().is_some() && exp2.as_bool().is_some() {
         Ok(json!(exp1.as_bool().unwrap() || exp2.as_bool().unwrap()))
     } else {
@@ -94,7 +94,7 @@ pub fn or(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
 
 // Numeric Comparison
 
-pub fn less_than(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+pub fn less_than(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_u64().is_some() && exp2.as_u64().is_some() {
         Ok(json!(exp1.as_u64().unwrap() < exp2.as_u64().unwrap()))
     } else if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
@@ -104,7 +104,7 @@ pub fn less_than(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue>
     }
 }
 
-pub fn less_equal(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+pub fn less_equal(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_u64().is_some() && exp2.as_u64().is_some() {
         Ok(json!(exp1.as_u64().unwrap() <= exp2.as_u64().unwrap()))
     } else if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
@@ -114,7 +114,7 @@ pub fn less_equal(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue>
     }
 }
 
-pub fn greater_than(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+pub fn greater_than(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_u64().is_some() && exp2.as_u64().is_some() {
         Ok(json!(exp1.as_u64().unwrap() > exp2.as_u64().unwrap()))
     } else if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
@@ -124,7 +124,7 @@ pub fn greater_than(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValu
     }
 }
 
-pub fn greater_equal(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+pub fn greater_equal(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_u64().is_some() && exp2.as_u64().is_some() {
         Ok(json!(exp1.as_u64().unwrap() >= exp2.as_u64().unwrap()))
     } else if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
@@ -134,15 +134,15 @@ pub fn greater_equal(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonVal
     }
 }
 
-pub fn equal(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+pub fn equal(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
     Ok(json!(exp1 == exp2))
 }
 
-pub fn not_equal(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+pub fn not_equal(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
     Ok(json!(exp1 != exp2))
 }
 
-pub fn range(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+pub fn range(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
     if exp1.is_array() && exp2.as_f64().is_some() {
         let value = exp2.as_f64().unwrap();
         let lower = exp1[0].as_f64();
@@ -168,7 +168,7 @@ pub fn range(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
 
 // String Comparison
 
-pub fn contains(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+pub fn contains(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_str().is_some() && exp2.as_str().is_some() {
         Ok(json!(exp1
             .as_str()
@@ -179,7 +179,7 @@ pub fn contains(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     }
 }
 
-pub fn starts_with(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+pub fn starts_with(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_str().is_some() && exp2.as_str().is_some() {
         Ok(json!(exp1
             .as_str()
@@ -190,7 +190,7 @@ pub fn starts_with(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue
     }
 }
 
-pub fn ends_with(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+pub fn ends_with(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_str().is_some() && exp2.as_str().is_some() {
         Ok(json!(exp1
             .as_str()
@@ -203,7 +203,7 @@ pub fn ends_with(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue>
 
 // Mathematical Operation
 
-pub fn add(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+pub fn add(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_u64().is_some() && exp2.as_u64().is_some() {
         let number = exp1.as_u64().unwrap() + exp2.as_u64().unwrap();
         Ok(json!(number))
@@ -215,7 +215,7 @@ pub fn add(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     }
 }
 
-pub fn subtract(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+pub fn subtract(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_u64().is_some() && exp2.as_u64().is_some() {
         let number = exp1.as_u64().unwrap() - exp2.as_u64().unwrap();
         Ok(json!(number))
@@ -227,7 +227,7 @@ pub fn subtract(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     }
 }
 
-pub fn multiply(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+pub fn multiply(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_u64().is_some() && exp2.as_u64().is_some() {
         let number = exp1.as_u64().unwrap() * exp2.as_u64().unwrap();
         Ok(json!(number))
@@ -239,7 +239,7 @@ pub fn multiply(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     }
 }
 
-pub fn divide(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+pub fn divide(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_u64().is_some() && exp2.as_u64().is_some() {
         let number = exp1.as_u64().unwrap() / exp2.as_u64().unwrap();
         Ok(json!(number))
@@ -251,7 +251,7 @@ pub fn divide(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     }
 }
 
-pub fn modulo(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+pub fn modulo(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_u64().is_some() && exp2.as_u64().is_some() {
         let number = exp1.as_u64().unwrap() % exp2.as_u64().unwrap();
         Ok(json!(number))
@@ -263,7 +263,7 @@ pub fn modulo(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
     }
 }
 
-pub fn power(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+pub fn power(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_u64().is_some() && exp2.as_u64().is_some() {
         let number = exp1.as_u64().unwrap().pow(exp2.as_u64().unwrap() as u32);
         Ok(json!(number))
@@ -277,7 +277,7 @@ pub fn power(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
 
 // String Operation
 
-pub fn concat(exp1: JsonValue, exp2: JsonValue) -> PropertyResult<JsonValue> {
+pub fn concat(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
     if exp1.as_str().is_some() && exp2.as_str().is_some() {
         let mut result = exp1.as_str().unwrap().to_owned();
         result.push_str(exp2.as_str().unwrap());
diff --git a/src/property/filter/mod.rs b/src/property/filter/mod.rs
index 9700ddf7..ff4b4da1 100644
--- a/src/property/filter/mod.rs
+++ b/src/property/filter/mod.rs
@@ -40,6 +40,7 @@ pub mod value_expression;
 use generic::IdType;
 use serde_json::json;
 use serde_json::Value as JsonValue;
+use std::borrow::Cow;
 
 use property::{PropertyError, PropertyGraph};
 
@@ -60,7 +61,7 @@ pub fn empty_expression() -> Box<Expression> {
 
 pub trait Expression {
     // Get the result of expression as a Json Value.
-    fn get_value(&self, var: &JsonValue) -> PropertyResult<JsonValue>;
+    fn get_value<'a>(&'a self, var: &'a JsonValue) -> PropertyResult<Cow<'a,JsonValue>>;
 
     fn box_clone(&self) -> Box<Expression>;
 }
@@ -102,3 +103,5 @@ pub trait EdgeCache<Id: IdType> {
         property_graph: &P,
     ) -> PropertyResult<()>;
 }
+
+
diff --git a/src/property/filter/node_property_filter.rs b/src/property/filter/node_property_filter.rs
index cc9167ac..a8e459a9 100644
--- a/src/property/filter/node_property_filter.rs
+++ b/src/property/filter/node_property_filter.rs
@@ -49,7 +49,8 @@ pub fn get_node_filter_result<
     expression: &Expression,
 ) -> PropertyResult<bool> {
     let var = property_cache.get_node_property(id).unwrap();
-    let result = expression.get_value(var)?;
+    let result_cow = expression.get_value(var)?;
+    let result = result_cow.as_ref();
 
     match result.as_bool() {
         Some(x) => Ok(x),
diff --git a/src/property/filter/predicate_expression.rs b/src/property/filter/predicate_expression.rs
index aad1dc6d..e0c8d0c0 100644
--- a/src/property/filter/predicate_expression.rs
+++ b/src/property/filter/predicate_expression.rs
@@ -18,7 +18,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-
+use std::borrow::Cow;
 use property::filter::expression_operator::*;
 use property::filter::{Expression, PropertyResult};
 
@@ -47,13 +47,15 @@ impl Expression for PredicateExpression {
     // Return the resulting value of expression.
     // Firstly get the values of expressions on both sides.
     // Then calculate the result based on operator.
-    fn get_value(&self, var: &JsonValue) -> PropertyResult<JsonValue> {
+    fn get_value<'a>(&'a self, var: &'a JsonValue) -> PropertyResult<Cow<'a, JsonValue>> {
         // Get values of left and right expressions.
-        let exp1 = self.left.get_value(&var)?;
-        let exp2 = self.right.get_value(&var)?;
+        let exp1_cow = self.left.get_value(&var)?;
+        let exp2_cow = self.right.get_value(&var)?;
+        let exp1 = exp1_cow.as_ref();
+        let exp2 = exp2_cow.as_ref();
 
         // Perform operator on left and right values.
-        match self.operator {
+        let result = match self.operator {
             // Logical
             PredicateOperator::AND => and(exp1, exp2),
             PredicateOperator::OR => or(exp1, exp2),
@@ -74,7 +76,8 @@ impl Expression for PredicateExpression {
 
             // Temporary place holder
             _ => ends_with(exp1, exp2),
-        }
+        }?;
+        Ok(Cow::Owned(result))
     }
 
     fn box_clone(&self) -> Box<Expression> {
diff --git a/src/property/filter/value_expression.rs b/src/property/filter/value_expression.rs
index e3591430..6178bb09 100644
--- a/src/property/filter/value_expression.rs
+++ b/src/property/filter/value_expression.rs
@@ -18,7 +18,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-
+use std::borrow::Cow;
 use property::filter::{Expression, PropertyResult};
 use property::PropertyError;
 
@@ -37,13 +37,15 @@ impl Var {
 
 impl Expression for Var {
     // Get value of queried attribute of node
-    fn get_value(&self, var: &JsonValue) -> PropertyResult<JsonValue> {
-        let result = &var[&self.attribute];
-        if !result.is_null() {
-            Ok(result.clone())
+    fn get_value<'a>(&'a self, var: &'a JsonValue) -> PropertyResult<Cow<'a,JsonValue>> {
+        let result_option = var.get(&self.attribute);
+        if let Some(result) = result_option {
+            Ok(Cow::Borrowed(result))
         } else {
             Err(PropertyError::JsonObjectFieldError)
         }
+
+
     }
 
     fn box_clone(&self) -> Box<Expression> {
@@ -64,8 +66,8 @@ impl Const {
 
 impl Expression for Const {
     // get the value of constant
-    fn get_value(&self, _var: &JsonValue) -> PropertyResult<JsonValue> {
-        Ok(self.value.clone())
+    fn get_value<'a>(&'a self, _var: &'a JsonValue) -> PropertyResult<Cow<'a, JsonValue>> {
+        Ok(Cow::Borrowed(&self.value))
     }
 
     fn box_clone(&self) -> Box<Expression> {
diff --git a/tests/property.rs b/tests/property.rs
index ad32b4c0..694aeecb 100644
--- a/tests/property.rs
+++ b/tests/property.rs
@@ -43,7 +43,7 @@ fn test_cached_boolean_expression() {
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
-        .filter(|x| filter_node(*x, &property_cache, exp.box_clone()))
+        .filter(|x| filter_node(*x, &property_cache, exp.as_ref()))
         .collect();
 
     assert_eq!(vec![0], result);
@@ -70,7 +70,7 @@ fn test_cached_num_compare_expression() {
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
-        .filter(|x| filter_node(*x, &property_cache, exp.box_clone()))
+        .filter(|x| filter_node(*x, &property_cache, exp.as_ref()))
         .collect();
 
     assert_eq!(vec![1], result);
@@ -104,7 +104,7 @@ fn test_cached_arithmetic_expression() {
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
-        .filter(|x| filter_node(*x, &property_cache, exp.box_clone()))
+        .filter(|x| filter_node(*x, &property_cache, exp.as_ref()))
         .collect();
 
     assert_eq!(result, vec![1]);
@@ -140,7 +140,7 @@ fn test_cached_logical_expression() {
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
-        .filter(|x| filter_node(*x, &property_cache, exp.box_clone()))
+        .filter(|x| filter_node(*x, &property_cache, exp.as_ref()))
         .collect();
 
     assert_eq!(vec![0], result);
@@ -167,7 +167,7 @@ fn test_cached_string_compare_expression() {
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
-        .filter(|x| filter_node(*x, &property_cache, exp.box_clone()))
+        .filter(|x| filter_node(*x, &property_cache, exp.as_ref()))
         .collect();
 
     assert_eq!(vec![1], result);
@@ -201,7 +201,7 @@ fn test_cached_string_concat_expression() {
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
-        .filter(|x| filter_node(*x, &property_cache, exp.box_clone()))
+        .filter(|x| filter_node(*x, &property_cache, exp.as_ref()))
         .collect();
 
     assert_eq!(vec![1], result);
@@ -228,7 +228,7 @@ fn test_cached_range_predicate_expression() {
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
-        .filter(|x| filter_node(*x, &property_cache, exp.box_clone()))
+        .filter(|x| filter_node(*x, &property_cache, exp.as_ref()))
         .collect();
 
     assert_eq!(vec![0], result);
@@ -248,7 +248,7 @@ fn test_cached_error_boolean_expression() {
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
-        .filter(|x| filter_node(*x, &property_cache, exp.box_clone()))
+        .filter(|x| filter_node(*x, &property_cache, exp.as_ref()))
         .collect();
 
     assert_eq!(Vec::<u32>::new(), result);
@@ -323,7 +323,7 @@ fn test_cached_complex_expression() {
 
     let _result: Vec<u32> = vec![0, 1]
         .into_iter()
-        .filter(|x| filter_node(*x, &property_cache, final_exp.box_clone()))
+        .filter(|x| filter_node(*x, &property_cache, final_exp.as_ref()))
         .collect();
     //    assert_eq!(vec![0], result);
 }
@@ -341,7 +341,7 @@ fn test_sled_boolean_expression() {
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
-        .filter(|x| filter_node(*x, &property_cache, exp.box_clone()))
+        .filter(|x| filter_node(*x, &property_cache, exp.as_ref()))
         .collect();
 
     assert_eq!(Vec::<u32>::new(), result);
@@ -368,7 +368,7 @@ fn test_sled_num_compare_expression() {
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
-        .filter(|x| filter_node(*x, &property_cache, exp.box_clone()))
+        .filter(|x| filter_node(*x, &property_cache, exp.as_ref()))
         .collect();
 
     assert_eq!(vec![0, 1], result);
diff --git a/tests/property_parser.rs b/tests/property_parser.rs
index 962b965e..0010c201 100644
--- a/tests/property_parser.rs
+++ b/tests/property_parser.rs
@@ -59,7 +59,7 @@ fn test_cypher_two_vars() {
 
     let result: Vec<u32> = vec
         .into_iter()
-        .filter(|x| filter_node(*x, &property_cache, exp["0"].box_clone()))
+        .filter(|x| filter_node(*x, &property_cache, exp["0"].as_ref()))
         .collect();
 
     assert_eq!(vec![0, 4], result);
@@ -82,7 +82,7 @@ fn test_cypher_two_vars2() {
 
     let result: Vec<u32> = vec
         .into_iter()
-        .filter(|x| filter_node(*x, &property_cache, exp["a"].box_clone()))
+        .filter(|x| filter_node(*x, &property_cache, exp["a"].as_ref()))
         .collect();
 
     assert_eq!(vec![0, 4], result);
@@ -106,7 +106,7 @@ fn test_cypher_two_vars3() {
 
     let result: Vec<u32> = vec
         .into_iter()
-        .filter(|x| filter_node(*x, &property_cache, exp["a"].box_clone()))
+        .filter(|x| filter_node(*x, &property_cache, exp["a"].as_ref()))
         .collect();
 
     assert_eq!(vec![0, 1, 2, 3, 4, 5], result);
@@ -130,7 +130,7 @@ fn test_cypher_two_vars4() {
 
     let result: Vec<u32> = vec
         .into_iter()
-        .filter(|x| filter_node(*x, &property_cache, exp["a"].box_clone()))
+        .filter(|x| filter_node(*x, &property_cache, exp["a"].as_ref()))
         .collect();
 
     assert_eq!(vec![0, 1, 2, 3, 4, 5], result);
@@ -152,7 +152,7 @@ fn test_cypher_larger_than() {
 
     let result: Vec<u32> = vec
         .into_iter()
-        .filter(|x| filter_node(*x, &property_cache, exp["a"].box_clone()))
+        .filter(|x| filter_node(*x, &property_cache, exp["a"].as_ref()))
         .collect();
 
     assert_eq!(vec![0, 4], result);
@@ -175,7 +175,7 @@ fn test_cypher_number_addition() {
 
     let result: Vec<u32> = vec
         .into_iter()
-        .filter(|x| filter_node(*x, &property_cache, exp["a"].box_clone()))
+        .filter(|x| filter_node(*x, &property_cache, exp["a"].as_ref()))
         .collect();
 
     assert_eq!(vec![0, 1, 3, 4], result);
@@ -198,7 +198,7 @@ fn test_cypher_string_contains() {
 
     let result: Vec<u32> = vec
         .into_iter()
-        .filter(|x| filter_node(*x, &property_cache, exp["a"].box_clone()))
+        .filter(|x| filter_node(*x, &property_cache, exp["a"].as_ref()))
         .collect();
 
     assert_eq!(vec![0, 2, 3, 4, 5], result);
@@ -221,7 +221,7 @@ fn test_cypher_and_operator() {
 
     let result: Vec<u32> = vec
         .into_iter()
-        .filter(|x| filter_node(*x, &property_cache, exp["a"].box_clone()))
+        .filter(|x| filter_node(*x, &property_cache, exp["a"].as_ref()))
         .collect();
 
     assert_eq!(vec![0, 3, 4], result);

From e7c2ff433669c348647786e33f5b46ccb5c24a6f Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Thu, 16 May 2019 22:21:56 +1000
Subject: [PATCH 224/391] Changed filter to return true

---
 src/property/filter/edge_property_filter.rs | 1 +
 src/property/filter/node_property_filter.rs | 1 +
 2 files changed, 2 insertions(+)

diff --git a/src/property/filter/edge_property_filter.rs b/src/property/filter/edge_property_filter.rs
index 7eb2ffa4..6d1c577c 100644
--- a/src/property/filter/edge_property_filter.rs
+++ b/src/property/filter/edge_property_filter.rs
@@ -53,6 +53,7 @@ pub fn get_edge_filter_result<
     property_cache: &PropertyCache<Id, PG, NC, EC>,
     expression: &Expression,
 ) -> PropertyResult<bool> {
+    return Ok(true);
     let var = property_cache.get_edge_property(id.0, id.1).unwrap();
     let result_cow = expression.get_value(var)?;
     let result = result_cow.as_ref();
diff --git a/src/property/filter/node_property_filter.rs b/src/property/filter/node_property_filter.rs
index a8e459a9..688aa0ca 100644
--- a/src/property/filter/node_property_filter.rs
+++ b/src/property/filter/node_property_filter.rs
@@ -48,6 +48,7 @@ pub fn get_node_filter_result<
     property_cache: &PropertyCache<Id, PG, NC, EC>,
     expression: &Expression,
 ) -> PropertyResult<bool> {
+    return Ok(true);
     let var = property_cache.get_node_property(id).unwrap();
     let result_cow = expression.get_value(var)?;
     let result = result_cow.as_ref();

From 82a138f356b9dae6c54956402fa9d2ca06539f77 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Thu, 16 May 2019 22:39:29 +1000
Subject: [PATCH 225/391] Enabled get property

---
 src/property/filter/edge_property_filter.rs | 2 +-
 src/property/filter/node_property_filter.rs | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/property/filter/edge_property_filter.rs b/src/property/filter/edge_property_filter.rs
index 6d1c577c..910def65 100644
--- a/src/property/filter/edge_property_filter.rs
+++ b/src/property/filter/edge_property_filter.rs
@@ -53,8 +53,8 @@ pub fn get_edge_filter_result<
     property_cache: &PropertyCache<Id, PG, NC, EC>,
     expression: &Expression,
 ) -> PropertyResult<bool> {
-    return Ok(true);
     let var = property_cache.get_edge_property(id.0, id.1).unwrap();
+    return Ok(true);
     let result_cow = expression.get_value(var)?;
     let result = result_cow.as_ref();
     match result.as_bool() {
diff --git a/src/property/filter/node_property_filter.rs b/src/property/filter/node_property_filter.rs
index 688aa0ca..7ac86760 100644
--- a/src/property/filter/node_property_filter.rs
+++ b/src/property/filter/node_property_filter.rs
@@ -48,8 +48,8 @@ pub fn get_node_filter_result<
     property_cache: &PropertyCache<Id, PG, NC, EC>,
     expression: &Expression,
 ) -> PropertyResult<bool> {
-    return Ok(true);
     let var = property_cache.get_node_property(id).unwrap();
+    return Ok(true);
     let result_cow = expression.get_value(var)?;
     let result = result_cow.as_ref();
 

From 6af7bc47fa93e80fbce5d9628f8a4ff4f8343178 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Fri, 17 May 2019 12:21:10 +1000
Subject: [PATCH 226/391] Return true when filtering

---
 src/property/filter/edge_property_filter.rs | 2 +-
 src/property/filter/node_property_filter.rs | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/property/filter/edge_property_filter.rs b/src/property/filter/edge_property_filter.rs
index 910def65..6d1c577c 100644
--- a/src/property/filter/edge_property_filter.rs
+++ b/src/property/filter/edge_property_filter.rs
@@ -53,8 +53,8 @@ pub fn get_edge_filter_result<
     property_cache: &PropertyCache<Id, PG, NC, EC>,
     expression: &Expression,
 ) -> PropertyResult<bool> {
-    let var = property_cache.get_edge_property(id.0, id.1).unwrap();
     return Ok(true);
+    let var = property_cache.get_edge_property(id.0, id.1).unwrap();
     let result_cow = expression.get_value(var)?;
     let result = result_cow.as_ref();
     match result.as_bool() {
diff --git a/src/property/filter/node_property_filter.rs b/src/property/filter/node_property_filter.rs
index 7ac86760..688aa0ca 100644
--- a/src/property/filter/node_property_filter.rs
+++ b/src/property/filter/node_property_filter.rs
@@ -48,8 +48,8 @@ pub fn get_node_filter_result<
     property_cache: &PropertyCache<Id, PG, NC, EC>,
     expression: &Expression,
 ) -> PropertyResult<bool> {
-    let var = property_cache.get_node_property(id).unwrap();
     return Ok(true);
+    let var = property_cache.get_node_property(id).unwrap();
     let result_cow = expression.get_value(var)?;
     let result = result_cow.as_ref();
 

From f803ed1ffa199389db2e7559164da350d3955afd Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Fri, 17 May 2019 12:30:08 +1000
Subject: [PATCH 227/391] Return true from filtering

---
 src/property/filter/edge_property_filter.rs | 1 +
 src/property/filter/node_property_filter.rs | 1 +
 2 files changed, 2 insertions(+)

diff --git a/src/property/filter/edge_property_filter.rs b/src/property/filter/edge_property_filter.rs
index 6d1c577c..1e24cc96 100644
--- a/src/property/filter/edge_property_filter.rs
+++ b/src/property/filter/edge_property_filter.rs
@@ -32,6 +32,7 @@ pub fn filter_edge<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: Edg
     property_cache: &PropertyCache<Id, PG, NC, EC>,
     expression: &Expression,
 ) -> bool {
+    return true;
     let result = get_edge_filter_result(id, property_cache, expression);
 
     if result.is_err() {
diff --git a/src/property/filter/node_property_filter.rs b/src/property/filter/node_property_filter.rs
index 688aa0ca..dd00ef8f 100644
--- a/src/property/filter/node_property_filter.rs
+++ b/src/property/filter/node_property_filter.rs
@@ -28,6 +28,7 @@ pub fn filter_node<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: Edg
     property_cache: &PropertyCache<Id, PG, NC, EC>,
     expression: &Expression,
 ) -> bool {
+    return true;
     let result = get_node_filter_result(id, property_cache, expression);
     if result.is_err() {
         debug!("node {:?} has error {:?}", id, result.err().unwrap());

From 17e7f2e244dd61d428e21526a1d59794a0dae878 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Fri, 17 May 2019 14:41:54 +1000
Subject: [PATCH 228/391] Removed returns in filtering

---
 src/property/filter/edge_property_filter.rs | 2 --
 src/property/filter/node_property_filter.rs | 2 --
 2 files changed, 4 deletions(-)

diff --git a/src/property/filter/edge_property_filter.rs b/src/property/filter/edge_property_filter.rs
index 1e24cc96..7eb2ffa4 100644
--- a/src/property/filter/edge_property_filter.rs
+++ b/src/property/filter/edge_property_filter.rs
@@ -32,7 +32,6 @@ pub fn filter_edge<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: Edg
     property_cache: &PropertyCache<Id, PG, NC, EC>,
     expression: &Expression,
 ) -> bool {
-    return true;
     let result = get_edge_filter_result(id, property_cache, expression);
 
     if result.is_err() {
@@ -54,7 +53,6 @@ pub fn get_edge_filter_result<
     property_cache: &PropertyCache<Id, PG, NC, EC>,
     expression: &Expression,
 ) -> PropertyResult<bool> {
-    return Ok(true);
     let var = property_cache.get_edge_property(id.0, id.1).unwrap();
     let result_cow = expression.get_value(var)?;
     let result = result_cow.as_ref();
diff --git a/src/property/filter/node_property_filter.rs b/src/property/filter/node_property_filter.rs
index dd00ef8f..a8e459a9 100644
--- a/src/property/filter/node_property_filter.rs
+++ b/src/property/filter/node_property_filter.rs
@@ -28,7 +28,6 @@ pub fn filter_node<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: Edg
     property_cache: &PropertyCache<Id, PG, NC, EC>,
     expression: &Expression,
 ) -> bool {
-    return true;
     let result = get_node_filter_result(id, property_cache, expression);
     if result.is_err() {
         debug!("node {:?} has error {:?}", id, result.err().unwrap());
@@ -49,7 +48,6 @@ pub fn get_node_filter_result<
     property_cache: &PropertyCache<Id, PG, NC, EC>,
     expression: &Expression,
 ) -> PropertyResult<bool> {
-    return Ok(true);
     let var = property_cache.get_node_property(id).unwrap();
     let result_cow = expression.get_value(var)?;
     let result = result_cow.as_ref();

From 57c0067df34a30418df9ea71c9e59d0355c6e6fc Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Fri, 17 May 2019 15:04:12 +1000
Subject: [PATCH 229/391] Added send and sync to property cache

---
 src/property/filter/property_cache.rs | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/src/property/filter/property_cache.rs b/src/property/filter/property_cache.rs
index 251e172b..1edfe126 100644
--- a/src/property/filter/property_cache.rs
+++ b/src/property/filter/property_cache.rs
@@ -26,6 +26,7 @@ use property::filter::{EdgeCache, HashEdgeCache, HashNodeCache, NodeCache, Prope
 use property::{PropertyGraph, RocksProperty};
 
 use serde_json::Value as JsonValue;
+use std::marker::{Send, Sync};
 
 pub struct PropertyCache<
     Id: IdType = DefaultId,
@@ -39,6 +40,9 @@ pub struct PropertyCache<
     phantom: PhantomData<Id>,
 }
 
+unsafe impl Sync for PropertyCache {}
+unsafe impl Send for PropertyCache {}
+
 impl<Id: IdType, PG: PropertyGraph<Id>> PropertyCache<Id, PG> {
     pub fn new_default(property_graph: Option<Arc<PG>>) -> Self {
         PropertyCache {

From 25b9006acda53a83e0a55e9718a0b8deaaad1f05 Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Fri, 17 May 2019 15:19:15 +1000
Subject: [PATCH 230/391] update eq

---
 src/property/filter/mod.rs | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/property/filter/mod.rs b/src/property/filter/mod.rs
index ff4b4da1..3e653fde 100644
--- a/src/property/filter/mod.rs
+++ b/src/property/filter/mod.rs
@@ -74,7 +74,7 @@ impl Clone for Box<Expression> {
 
 impl PartialEq for Box<Expression> {
     fn eq(&self, _other: &Box<Expression>) -> bool {
-        true
+        false
     }
 }
 

From 1da0db2d57a103b257418345a5054d53020af706 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Sat, 18 May 2019 02:22:50 +1000
Subject: [PATCH 231/391] Property cache with version with index map

---
 src/property/filter/edge_property_filter.rs |   2 +-
 src/property/filter/hash_property_cache.rs  |  76 ++++-------
 src/property/filter/mod.rs                  |  12 +-
 src/property/filter/property_cache.rs       | 139 +++++++++-----------
 4 files changed, 91 insertions(+), 138 deletions(-)

diff --git a/src/property/filter/edge_property_filter.rs b/src/property/filter/edge_property_filter.rs
index 7eb2ffa4..6145d00a 100644
--- a/src/property/filter/edge_property_filter.rs
+++ b/src/property/filter/edge_property_filter.rs
@@ -53,7 +53,7 @@ pub fn get_edge_filter_result<
     property_cache: &PropertyCache<Id, PG, NC, EC>,
     expression: &Expression,
 ) -> PropertyResult<bool> {
-    let var = property_cache.get_edge_property(id.0, id.1).unwrap();
+    let var = property_cache.get_edge_property(id.0, id.1)?;
     let result_cow = expression.get_value(var)?;
     let result = result_cow.as_ref();
     match result.as_bool() {
diff --git a/src/property/filter/hash_property_cache.rs b/src/property/filter/hash_property_cache.rs
index b4ad670c..a953765c 100644
--- a/src/property/filter/hash_property_cache.rs
+++ b/src/property/filter/hash_property_cache.rs
@@ -27,21 +27,21 @@ use property::{PropertyError, PropertyGraph};
 use serde_json::json;
 use serde_json::Value as JsonValue;
 
-pub struct HashNodeCache<Id: IdType> {
-    node_map: HashMap<Id, JsonValue>,
+pub struct HashNodeCache {
+    node_map: Vec<JsonValue>,
 }
 
-impl<Id: IdType> HashNodeCache<Id> {
+impl HashNodeCache {
     pub fn new() -> Self {
         HashNodeCache {
-            node_map: HashMap::new(),
+            node_map: Vec::new(),
         }
     }
 }
 
-impl<Id: IdType> NodeCache<Id> for HashNodeCache<Id> {
+impl<Id: IdType> NodeCache<Id> for HashNodeCache {
     fn get(&self, id: Id) -> PropertyResult<&JsonValue> {
-        if let Some(value) = self.node_map.get(&id) {
+        if let Some(value) = self.node_map.get(id.id()) {
             Ok(value)
         } else {
             Err(PropertyError::NodeNotFoundError)
@@ -49,48 +49,37 @@ impl<Id: IdType> NodeCache<Id> for HashNodeCache<Id> {
     }
 
     fn set(&mut self, id: Id, value: JsonValue) -> bool {
-        let mut result = false;
-        {
-            if self.node_map.contains_key(&id) {
-                result = true;
-            }
-        }
-        self.node_map.insert(id, value);
-        result
+        self.node_map[id.id()] = value;
+        true
     }
 
-    fn pre_fetch<P: PropertyGraph<Id>, I: IntoIterator<Item = Id>>(
-        &mut self,
-        ids: I,
-        property_graph: &P,
-    ) -> PropertyResult<()> {
-        for id in ids {
-            if let Some(result) = property_graph.get_node_property_all(id.clone())? {
-                self.set(id.clone(), result);
-            } else {
-                self.set(id.clone(), json!(null));
-            }
-        }
-        Ok(())
+    fn add(&mut self, value: JsonValue) -> Id {
+        let length = self.node_map.len();
+        self.node_map.push(value);
+        Id::new(length)
     }
 }
 
 pub struct HashEdgeCache<Id: IdType> {
-    edge_map: HashMap<(Id, Id), JsonValue>,
+    edge_map: Vec<HashMap<Id, JsonValue>>,
 }
 
 impl<Id: IdType> HashEdgeCache<Id> {
     pub fn new() -> Self {
         HashEdgeCache {
-            edge_map: HashMap::new(),
+            edge_map: Vec::new(),
         }
     }
 }
 
 impl<Id: IdType> EdgeCache<Id> for HashEdgeCache<Id> {
     fn get(&self, src: Id, dst: Id) -> PropertyResult<&JsonValue> {
-        if let Some(value) = self.edge_map.get(&(src, dst)) {
-            Ok(value)
+        if let Some(value) = self.edge_map.get(src.id()) {
+            if let Some(value) = self.edge_map[src.id()].get(&dst) {
+                Ok(value)
+            } else {
+                Err(PropertyError::EdgeNotFoundError)
+            }
         } else {
             Err(PropertyError::EdgeNotFoundError)
         }
@@ -98,27 +87,14 @@ impl<Id: IdType> EdgeCache<Id> for HashEdgeCache<Id> {
 
     fn set(&mut self, src: Id, dst: Id, value: JsonValue) -> bool {
         let mut result = false;
-        {
-            if self.edge_map.contains_key(&(src, dst)) {
-                result = true;
-            }
-        }
-        self.edge_map.insert((src, dst), value);
+        let mut_target = self.edge_map.get_mut(src.id()).unwrap();
+        mut_target.insert(dst, value);
         result
     }
 
-    fn pre_fetch<P: PropertyGraph<Id>, I: IntoIterator<Item = (Id, Id)>>(
-        &mut self,
-        ids: I,
-        property_graph: &P,
-    ) -> PropertyResult<()> {
-        for id in ids {
-            if let Some(result) = property_graph.get_edge_property_all(id.0, id.1)? {
-                self.set(id.0, id.1, result);
-            } else {
-                self.set(id.0, id.1, json!(null));
-            }
-        }
-        Ok(())
+    fn add(&mut self) -> Id {
+        let length = self.edge_map.len();
+        self.edge_map.push(HashMap::new());
+        Id::new(length)
     }
 }
diff --git a/src/property/filter/mod.rs b/src/property/filter/mod.rs
index ff4b4da1..10d538d5 100644
--- a/src/property/filter/mod.rs
+++ b/src/property/filter/mod.rs
@@ -85,11 +85,7 @@ pub trait NodeCache<Id: IdType> {
 
     fn set(&mut self, id: Id, value: JsonValue) -> bool;
 
-    fn pre_fetch<P: PropertyGraph<Id>, I: IntoIterator<Item = Id>>(
-        &mut self,
-        ids: I,
-        property_graph: &P,
-    ) -> PropertyResult<()>;
+    fn add(&mut self, value: JsonValue) -> Id;
 }
 
 pub trait EdgeCache<Id: IdType> {
@@ -97,11 +93,7 @@ pub trait EdgeCache<Id: IdType> {
 
     fn set(&mut self, src: Id, dst: Id, value: JsonValue) -> bool;
 
-    fn pre_fetch<P: PropertyGraph<Id>, I: IntoIterator<Item = (Id, Id)>>(
-        &mut self,
-        ids: I,
-        property_graph: &P,
-    ) -> PropertyResult<()>;
+    fn add(&mut self) -> Id;
 }
 
 
diff --git a/src/property/filter/property_cache.rs b/src/property/filter/property_cache.rs
index 1edfe126..838c73e2 100644
--- a/src/property/filter/property_cache.rs
+++ b/src/property/filter/property_cache.rs
@@ -26,47 +26,45 @@ use property::filter::{EdgeCache, HashEdgeCache, HashNodeCache, NodeCache, Prope
 use property::{PropertyGraph, RocksProperty};
 
 use serde_json::Value as JsonValue;
+use serde_json::json;
 use std::marker::{Send, Sync};
 
 pub struct PropertyCache<
     Id: IdType = DefaultId,
     PG: PropertyGraph<Id> = RocksProperty,
-    NC: NodeCache<Id> = HashNodeCache<Id>,
+    NC: NodeCache<Id> = HashNodeCache,
     EC: EdgeCache<Id> = HashEdgeCache<Id>,
 > {
     property_graph: Option<Arc<PG>>,
     node_cache: NC,
     edge_cache: EC,
     phantom: PhantomData<Id>,
+    index_table: Vec<Option<Id>>,
 }
 
 unsafe impl Sync for PropertyCache {}
+
 unsafe impl Send for PropertyCache {}
 
 impl<Id: IdType, PG: PropertyGraph<Id>> PropertyCache<Id, PG> {
-    pub fn new_default(property_graph: Option<Arc<PG>>) -> Self {
+    pub fn new_default(
+        property_graph: Option<Arc<PG>>,
+        max_id: Id
+    ) -> Self {
         PropertyCache {
             property_graph,
             node_cache: HashNodeCache::new(),
             edge_cache: HashEdgeCache::new(),
             phantom: PhantomData,
+            index_table: vec![None; max_id.id() + 1]
         }
     }
 }
 
 impl<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>
-    PropertyCache<Id, PG, NC, EC>
+PropertyCache<Id, PG, NC, EC>
 {
-    pub fn new(property_graph: Option<Arc<PG>>, node_cache: NC, edge_cache: EC) -> Self {
-        PropertyCache {
-            property_graph,
-            node_cache,
-            edge_cache,
-            phantom: PhantomData,
-        }
-    }
-
-    pub fn pre_fetch<NI: IntoIterator<Item = Id>, EI: IntoIterator<Item = (Id, Id)>>(
+    pub fn pre_fetch<NI: IntoIterator<Item=Id>, EI: IntoIterator<Item=(Id, Id)>>(
         &mut self,
         nodes: NI,
         edges: EI,
@@ -74,9 +72,40 @@ impl<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>
         if self.is_disabled() {
             panic!("Property Graph Disabled.")
         }
+        let mut_node_cache = &mut self.node_cache;
+        let mut_edge_cache = &mut self.edge_cache;
+        let mut_index_table = &mut self.index_table;
         let property_graph = self.property_graph.clone().unwrap();
-        self.node_cache.pre_fetch(nodes, property_graph.as_ref())?;
-        self.edge_cache.pre_fetch(edges, property_graph.as_ref())?;
+
+        for node in nodes {
+            let nid = node.id();
+            if mut_index_table[nid] == None {
+                let mut value = json!(null);
+                if let Some(result) = property_graph.get_node_property_all(node)? {
+                    value = result;
+                }
+                mut_index_table[nid] = Some(mut_node_cache.add(value));
+                mut_edge_cache.add();
+            }
+        }
+
+        for edge in edges {
+            let (mut src, mut dst) = edge;
+            let mut value = json!(null);
+            if let Some(result) = property_graph.get_edge_property_all(src, dst)? {
+                value = result;
+            }
+            if src > dst {
+                let temp = src;
+                src = dst;
+                dst = temp;
+            }
+            if mut_index_table[src.id()] == None {
+                panic!("Edge has a node which doesn't exist.")
+            }
+            mut_edge_cache.set(mut_index_table[src.id()].unwrap(), dst, value);
+        }
+
         Ok(())
     }
 
@@ -84,14 +113,19 @@ impl<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>
         if self.is_disabled() {
             panic!("Property Graph Disabled.")
         }
-        self.node_cache.get(id)
+        self.node_cache.get(self.index_table[id.id()].unwrap())
     }
 
-    pub fn get_edge_property(&self, src: Id, dst: Id) -> PropertyResult<&JsonValue> {
+    pub fn get_edge_property(&self, mut src: Id, mut dst: Id) -> PropertyResult<&JsonValue> {
         if self.is_disabled() {
             panic!("Property Graph Disabled.")
         }
-        self.edge_cache.get(src, dst)
+        if src > dst {
+            let temp = src;
+            src = dst;
+            dst = temp;
+        }
+        self.edge_cache.get(self.index_table[src.id()].unwrap(), dst)
     }
 
     pub fn is_disabled(&self) -> bool {
@@ -110,16 +144,16 @@ mod test {
     use std::collections::HashMap;
 
     #[test]
-    fn test_all_node_edge_property() {
+    fn test_node_edge_property() {
         let mut node_property = HashMap::new();
         let mut edge_property = HashMap::new();
 
-        node_property.insert(0u32, json!({"age": 5}));
+        node_property.insert(5u32, json!({"age": 5}));
         node_property.insert(1, json!({"age": 10}));
         node_property.insert(2, json!({"age": 15}));
-        edge_property.insert((0u32, 1u32), json!({"length": 7}));
+        edge_property.insert((5u32, 1u32), json!({"length": 7}));
         edge_property.insert((1, 2), json!({"length": 8}));
-        edge_property.insert((2, 0), json!({"length": 9}));
+        edge_property.insert((2, 5), json!({"length": 9}));
 
         let node = tempdir::TempDir::new("node").unwrap();
         let edge = tempdir::TempDir::new("edge").unwrap();
@@ -134,65 +168,16 @@ mod test {
             edge_property.clone().into_iter(),
             true,
         )
-        .unwrap();
+            .unwrap();
 
-        let mut property_cache = PropertyCache::new(
+        let mut property_cache = PropertyCache::new_default(
             Some(Arc::new(graph)),
-            HashNodeCache::new(),
-            HashEdgeCache::new(),
+            5
         );
         property_cache
             .pre_fetch(
-                vec![0u32, 1u32, 2u32].into_iter(),
-                vec![(0u32, 1u32), (1u32, 2u32), (2u32, 0u32)].into_iter(),
-            )
-            .unwrap();
-        for (key, value) in node_property.into_iter() {
-            assert!(property_cache.get_node_property(key).is_ok());
-            assert_eq!(*property_cache.get_node_property(key).unwrap(), value);
-        }
-        for (key, value) in edge_property.into_iter() {
-            assert!(property_cache.get_edge_property(key.0, key.1).is_ok());
-            assert_eq!(
-                *property_cache.get_edge_property(key.0, key.1).unwrap(),
-                value
-            );
-        }
-    }
-
-    #[test]
-    fn test_new_default_property_cache() {
-        let mut node_property = HashMap::new();
-        let mut edge_property = HashMap::new();
-
-        node_property.insert(0u32, json!({"age": 5}));
-        node_property.insert(1, json!({"age": 10}));
-        node_property.insert(2, json!({"age": 15}));
-        edge_property.insert((0u32, 1u32), json!({"length": 7}));
-        edge_property.insert((1, 2), json!({"length": 8}));
-        edge_property.insert((2, 0), json!({"length": 9}));
-
-        let node = tempdir::TempDir::new("node").unwrap();
-        let edge = tempdir::TempDir::new("edge").unwrap();
-
-        let node_path = node.path();
-        let edge_path = edge.path();
-
-        let graph = DefaultProperty::with_data(
-            node_path,
-            edge_path,
-            node_property.clone().into_iter(),
-            edge_property.clone().into_iter(),
-            true,
-        )
-        .unwrap();
-
-        let mut property_cache = PropertyCache::new_default(Some(Arc::new(graph)));
-
-        property_cache
-            .pre_fetch(
-                vec![0u32, 1u32, 2u32].into_iter(),
-                vec![(0u32, 1u32), (1u32, 2u32), (2u32, 0u32)].into_iter(),
+                vec![5u32, 1u32, 2u32].into_iter(),
+                vec![(5u32, 1u32), (1u32, 2u32), (2u32, 5u32)].into_iter(),
             )
             .unwrap();
         for (key, value) in node_property.into_iter() {
@@ -210,7 +195,7 @@ mod test {
 
     #[test]
     fn test_new_disabled_property_cache() {
-        let property_cache: PropertyCache<u32, DefaultProperty> = PropertyCache::new_default(None);
+        let property_cache: PropertyCache<u32, DefaultProperty> = PropertyCache::new_default(None, 0);
         assert_eq!(property_cache.is_disabled(), true);
     }
 }

From f7a4b5e1240fa553727e6c70d0586343e9c82551 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Sat, 18 May 2019 02:38:43 +1000
Subject: [PATCH 232/391] Property cache with version of continious ids

---
 src/property/filter/hash_property_cache.rs | 20 ++++------------
 src/property/filter/mod.rs                 |  4 ----
 src/property/filter/property_cache.rs      | 28 +++++++---------------
 3 files changed, 13 insertions(+), 39 deletions(-)

diff --git a/src/property/filter/hash_property_cache.rs b/src/property/filter/hash_property_cache.rs
index a953765c..4ae78f99 100644
--- a/src/property/filter/hash_property_cache.rs
+++ b/src/property/filter/hash_property_cache.rs
@@ -32,9 +32,9 @@ pub struct HashNodeCache {
 }
 
 impl HashNodeCache {
-    pub fn new() -> Self {
+    pub fn new<Id: IdType>(max_id: Id) -> Self {
         HashNodeCache {
-            node_map: Vec::new(),
+            node_map: vec![json!(null); max_id.id() + 1],
         }
     }
 }
@@ -52,12 +52,6 @@ impl<Id: IdType> NodeCache<Id> for HashNodeCache {
         self.node_map[id.id()] = value;
         true
     }
-
-    fn add(&mut self, value: JsonValue) -> Id {
-        let length = self.node_map.len();
-        self.node_map.push(value);
-        Id::new(length)
-    }
 }
 
 pub struct HashEdgeCache<Id: IdType> {
@@ -65,9 +59,9 @@ pub struct HashEdgeCache<Id: IdType> {
 }
 
 impl<Id: IdType> HashEdgeCache<Id> {
-    pub fn new() -> Self {
+    pub fn new(max_id: Id) -> Self {
         HashEdgeCache {
-            edge_map: Vec::new(),
+            edge_map: vec![HashMap::new(); max_id.id() + 1],
         }
     }
 }
@@ -91,10 +85,4 @@ impl<Id: IdType> EdgeCache<Id> for HashEdgeCache<Id> {
         mut_target.insert(dst, value);
         result
     }
-
-    fn add(&mut self) -> Id {
-        let length = self.edge_map.len();
-        self.edge_map.push(HashMap::new());
-        Id::new(length)
-    }
 }
diff --git a/src/property/filter/mod.rs b/src/property/filter/mod.rs
index 10d538d5..905008fb 100644
--- a/src/property/filter/mod.rs
+++ b/src/property/filter/mod.rs
@@ -84,16 +84,12 @@ pub trait NodeCache<Id: IdType> {
     fn get(&self, id: Id) -> PropertyResult<&JsonValue>;
 
     fn set(&mut self, id: Id, value: JsonValue) -> bool;
-
-    fn add(&mut self, value: JsonValue) -> Id;
 }
 
 pub trait EdgeCache<Id: IdType> {
     fn get(&self, src: Id, dst: Id) -> PropertyResult<&JsonValue>;
 
     fn set(&mut self, src: Id, dst: Id, value: JsonValue) -> bool;
-
-    fn add(&mut self) -> Id;
 }
 
 
diff --git a/src/property/filter/property_cache.rs b/src/property/filter/property_cache.rs
index 838c73e2..3ee47a0b 100644
--- a/src/property/filter/property_cache.rs
+++ b/src/property/filter/property_cache.rs
@@ -39,7 +39,6 @@ pub struct PropertyCache<
     node_cache: NC,
     edge_cache: EC,
     phantom: PhantomData<Id>,
-    index_table: Vec<Option<Id>>,
 }
 
 unsafe impl Sync for PropertyCache {}
@@ -53,10 +52,9 @@ impl<Id: IdType, PG: PropertyGraph<Id>> PropertyCache<Id, PG> {
     ) -> Self {
         PropertyCache {
             property_graph,
-            node_cache: HashNodeCache::new(),
-            edge_cache: HashEdgeCache::new(),
+            node_cache: HashNodeCache::new(max_id),
+            edge_cache: HashEdgeCache::new(max_id),
             phantom: PhantomData,
-            index_table: vec![None; max_id.id() + 1]
         }
     }
 }
@@ -74,19 +72,14 @@ PropertyCache<Id, PG, NC, EC>
         }
         let mut_node_cache = &mut self.node_cache;
         let mut_edge_cache = &mut self.edge_cache;
-        let mut_index_table = &mut self.index_table;
         let property_graph = self.property_graph.clone().unwrap();
 
         for node in nodes {
-            let nid = node.id();
-            if mut_index_table[nid] == None {
-                let mut value = json!(null);
-                if let Some(result) = property_graph.get_node_property_all(node)? {
-                    value = result;
-                }
-                mut_index_table[nid] = Some(mut_node_cache.add(value));
-                mut_edge_cache.add();
+            let mut value = json!(null);
+            if let Some(result) = property_graph.get_node_property_all(node)? {
+                value = result;
             }
+            mut_node_cache.set(node, value);
         }
 
         for edge in edges {
@@ -100,10 +93,7 @@ PropertyCache<Id, PG, NC, EC>
                 src = dst;
                 dst = temp;
             }
-            if mut_index_table[src.id()] == None {
-                panic!("Edge has a node which doesn't exist.")
-            }
-            mut_edge_cache.set(mut_index_table[src.id()].unwrap(), dst, value);
+            mut_edge_cache.set(src, dst, value);
         }
 
         Ok(())
@@ -113,7 +103,7 @@ PropertyCache<Id, PG, NC, EC>
         if self.is_disabled() {
             panic!("Property Graph Disabled.")
         }
-        self.node_cache.get(self.index_table[id.id()].unwrap())
+        self.node_cache.get(id)
     }
 
     pub fn get_edge_property(&self, mut src: Id, mut dst: Id) -> PropertyResult<&JsonValue> {
@@ -125,7 +115,7 @@ PropertyCache<Id, PG, NC, EC>
             src = dst;
             dst = temp;
         }
-        self.edge_cache.get(self.index_table[src.id()].unwrap(), dst)
+        self.edge_cache.get(src, dst)
     }
 
     pub fn is_disabled(&self) -> bool {

From 6f888fbe78f4a51f2d8d035ee49f4a2d19ccd632 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Sat, 18 May 2019 02:42:04 +1000
Subject: [PATCH 233/391] Property cache with version of purely hashmaps

---
 src/property/filter/hash_property_cache.rs |  73 +++++++++---
 src/property/filter/mod.rs                 |  12 ++
 src/property/filter/property_cache.rs      | 129 ++++++++++++---------
 3 files changed, 147 insertions(+), 67 deletions(-)

diff --git a/src/property/filter/hash_property_cache.rs b/src/property/filter/hash_property_cache.rs
index 4ae78f99..674a9186 100644
--- a/src/property/filter/hash_property_cache.rs
+++ b/src/property/filter/hash_property_cache.rs
@@ -27,21 +27,21 @@ use property::{PropertyError, PropertyGraph};
 use serde_json::json;
 use serde_json::Value as JsonValue;
 
-pub struct HashNodeCache {
-    node_map: Vec<JsonValue>,
+pub struct HashNodeCache<Id: IdType> {
+    node_map: HashMap<Id, JsonValue>,
 }
 
-impl HashNodeCache {
-    pub fn new<Id: IdType>(max_id: Id) -> Self {
+impl<Id: IdType> HashNodeCache<Id> {
+    pub fn new() -> Self {
         HashNodeCache {
-            node_map: vec![json!(null); max_id.id() + 1],
+            node_map: HashMap::new(),
         }
     }
 }
 
-impl<Id: IdType> NodeCache<Id> for HashNodeCache {
+impl<Id: IdType> NodeCache<Id> for HashNodeCache<Id> {
     fn get(&self, id: Id) -> PropertyResult<&JsonValue> {
-        if let Some(value) = self.node_map.get(id.id()) {
+        if let Some(value) = self.node_map.get(&id) {
             Ok(value)
         } else {
             Err(PropertyError::NodeNotFoundError)
@@ -49,27 +49,48 @@ impl<Id: IdType> NodeCache<Id> for HashNodeCache {
     }
 
     fn set(&mut self, id: Id, value: JsonValue) -> bool {
-        self.node_map[id.id()] = value;
-        true
+        let mut result = false;
+        {
+            if self.node_map.contains_key(&id) {
+                result = true;
+            }
+        }
+        self.node_map.insert(id, value);
+        result
+    }
+
+    fn pre_fetch<P: PropertyGraph<Id>, I: IntoIterator<Item = Id>>(
+        &mut self,
+        ids: I,
+        property_graph: &P,
+    ) -> PropertyResult<()> {
+        for id in ids {
+            if let Some(result) = property_graph.get_node_property_all(id.clone())? {
+                self.set(id.clone(), result);
+            } else {
+                self.set(id.clone(), json!(null));
+            }
+        }
+        Ok(())
     }
 }
 
 pub struct HashEdgeCache<Id: IdType> {
-    edge_map: Vec<HashMap<Id, JsonValue>>,
+    edge_map: HashMap<Id, HashMap<Id, JsonValue>>,
 }
 
 impl<Id: IdType> HashEdgeCache<Id> {
-    pub fn new(max_id: Id) -> Self {
+    pub fn new() -> Self {
         HashEdgeCache {
-            edge_map: vec![HashMap::new(); max_id.id() + 1],
+            edge_map: HashMap::new(),
         }
     }
 }
 
 impl<Id: IdType> EdgeCache<Id> for HashEdgeCache<Id> {
     fn get(&self, src: Id, dst: Id) -> PropertyResult<&JsonValue> {
-        if let Some(value) = self.edge_map.get(src.id()) {
-            if let Some(value) = self.edge_map[src.id()].get(&dst) {
+        if let Some(value) = self.edge_map.get(&src) {
+            if let Some(value) = self.edge_map[&src].get(&dst) {
                 Ok(value)
             } else {
                 Err(PropertyError::EdgeNotFoundError)
@@ -81,8 +102,30 @@ impl<Id: IdType> EdgeCache<Id> for HashEdgeCache<Id> {
 
     fn set(&mut self, src: Id, dst: Id, value: JsonValue) -> bool {
         let mut result = false;
-        let mut_target = self.edge_map.get_mut(src.id()).unwrap();
+        {
+            if !self.edge_map.contains_key(&src) {
+                self.edge_map.insert(src, HashMap::new());
+            }
+        }
+        let mut_target = self.edge_map.get_mut(&src).unwrap();
         mut_target.insert(dst, value);
+
+//        self.edge_map.insert((src, dst), value);
         result
     }
+
+    fn pre_fetch<P: PropertyGraph<Id>, I: IntoIterator<Item = (Id, Id)>>(
+        &mut self,
+        ids: I,
+        property_graph: &P,
+    ) -> PropertyResult<()> {
+        for id in ids {
+            if let Some(result) = property_graph.get_edge_property_all(id.0, id.1)? {
+                self.set(id.0, id.1, result);
+            } else {
+                self.set(id.0, id.1, json!(null));
+            }
+        }
+        Ok(())
+    }
 }
diff --git a/src/property/filter/mod.rs b/src/property/filter/mod.rs
index 905008fb..ff4b4da1 100644
--- a/src/property/filter/mod.rs
+++ b/src/property/filter/mod.rs
@@ -84,12 +84,24 @@ pub trait NodeCache<Id: IdType> {
     fn get(&self, id: Id) -> PropertyResult<&JsonValue>;
 
     fn set(&mut self, id: Id, value: JsonValue) -> bool;
+
+    fn pre_fetch<P: PropertyGraph<Id>, I: IntoIterator<Item = Id>>(
+        &mut self,
+        ids: I,
+        property_graph: &P,
+    ) -> PropertyResult<()>;
 }
 
 pub trait EdgeCache<Id: IdType> {
     fn get(&self, src: Id, dst: Id) -> PropertyResult<&JsonValue>;
 
     fn set(&mut self, src: Id, dst: Id, value: JsonValue) -> bool;
+
+    fn pre_fetch<P: PropertyGraph<Id>, I: IntoIterator<Item = (Id, Id)>>(
+        &mut self,
+        ids: I,
+        property_graph: &P,
+    ) -> PropertyResult<()>;
 }
 
 
diff --git a/src/property/filter/property_cache.rs b/src/property/filter/property_cache.rs
index 3ee47a0b..1edfe126 100644
--- a/src/property/filter/property_cache.rs
+++ b/src/property/filter/property_cache.rs
@@ -26,13 +26,12 @@ use property::filter::{EdgeCache, HashEdgeCache, HashNodeCache, NodeCache, Prope
 use property::{PropertyGraph, RocksProperty};
 
 use serde_json::Value as JsonValue;
-use serde_json::json;
 use std::marker::{Send, Sync};
 
 pub struct PropertyCache<
     Id: IdType = DefaultId,
     PG: PropertyGraph<Id> = RocksProperty,
-    NC: NodeCache<Id> = HashNodeCache,
+    NC: NodeCache<Id> = HashNodeCache<Id>,
     EC: EdgeCache<Id> = HashEdgeCache<Id>,
 > {
     property_graph: Option<Arc<PG>>,
@@ -42,27 +41,32 @@ pub struct PropertyCache<
 }
 
 unsafe impl Sync for PropertyCache {}
-
 unsafe impl Send for PropertyCache {}
 
 impl<Id: IdType, PG: PropertyGraph<Id>> PropertyCache<Id, PG> {
-    pub fn new_default(
-        property_graph: Option<Arc<PG>>,
-        max_id: Id
-    ) -> Self {
+    pub fn new_default(property_graph: Option<Arc<PG>>) -> Self {
         PropertyCache {
             property_graph,
-            node_cache: HashNodeCache::new(max_id),
-            edge_cache: HashEdgeCache::new(max_id),
+            node_cache: HashNodeCache::new(),
+            edge_cache: HashEdgeCache::new(),
             phantom: PhantomData,
         }
     }
 }
 
 impl<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>
-PropertyCache<Id, PG, NC, EC>
+    PropertyCache<Id, PG, NC, EC>
 {
-    pub fn pre_fetch<NI: IntoIterator<Item=Id>, EI: IntoIterator<Item=(Id, Id)>>(
+    pub fn new(property_graph: Option<Arc<PG>>, node_cache: NC, edge_cache: EC) -> Self {
+        PropertyCache {
+            property_graph,
+            node_cache,
+            edge_cache,
+            phantom: PhantomData,
+        }
+    }
+
+    pub fn pre_fetch<NI: IntoIterator<Item = Id>, EI: IntoIterator<Item = (Id, Id)>>(
         &mut self,
         nodes: NI,
         edges: EI,
@@ -70,32 +74,9 @@ PropertyCache<Id, PG, NC, EC>
         if self.is_disabled() {
             panic!("Property Graph Disabled.")
         }
-        let mut_node_cache = &mut self.node_cache;
-        let mut_edge_cache = &mut self.edge_cache;
         let property_graph = self.property_graph.clone().unwrap();
-
-        for node in nodes {
-            let mut value = json!(null);
-            if let Some(result) = property_graph.get_node_property_all(node)? {
-                value = result;
-            }
-            mut_node_cache.set(node, value);
-        }
-
-        for edge in edges {
-            let (mut src, mut dst) = edge;
-            let mut value = json!(null);
-            if let Some(result) = property_graph.get_edge_property_all(src, dst)? {
-                value = result;
-            }
-            if src > dst {
-                let temp = src;
-                src = dst;
-                dst = temp;
-            }
-            mut_edge_cache.set(src, dst, value);
-        }
-
+        self.node_cache.pre_fetch(nodes, property_graph.as_ref())?;
+        self.edge_cache.pre_fetch(edges, property_graph.as_ref())?;
         Ok(())
     }
 
@@ -106,15 +87,10 @@ PropertyCache<Id, PG, NC, EC>
         self.node_cache.get(id)
     }
 
-    pub fn get_edge_property(&self, mut src: Id, mut dst: Id) -> PropertyResult<&JsonValue> {
+    pub fn get_edge_property(&self, src: Id, dst: Id) -> PropertyResult<&JsonValue> {
         if self.is_disabled() {
             panic!("Property Graph Disabled.")
         }
-        if src > dst {
-            let temp = src;
-            src = dst;
-            dst = temp;
-        }
         self.edge_cache.get(src, dst)
     }
 
@@ -134,16 +110,16 @@ mod test {
     use std::collections::HashMap;
 
     #[test]
-    fn test_node_edge_property() {
+    fn test_all_node_edge_property() {
         let mut node_property = HashMap::new();
         let mut edge_property = HashMap::new();
 
-        node_property.insert(5u32, json!({"age": 5}));
+        node_property.insert(0u32, json!({"age": 5}));
         node_property.insert(1, json!({"age": 10}));
         node_property.insert(2, json!({"age": 15}));
-        edge_property.insert((5u32, 1u32), json!({"length": 7}));
+        edge_property.insert((0u32, 1u32), json!({"length": 7}));
         edge_property.insert((1, 2), json!({"length": 8}));
-        edge_property.insert((2, 5), json!({"length": 9}));
+        edge_property.insert((2, 0), json!({"length": 9}));
 
         let node = tempdir::TempDir::new("node").unwrap();
         let edge = tempdir::TempDir::new("edge").unwrap();
@@ -158,16 +134,65 @@ mod test {
             edge_property.clone().into_iter(),
             true,
         )
-            .unwrap();
+        .unwrap();
 
-        let mut property_cache = PropertyCache::new_default(
+        let mut property_cache = PropertyCache::new(
             Some(Arc::new(graph)),
-            5
+            HashNodeCache::new(),
+            HashEdgeCache::new(),
         );
         property_cache
             .pre_fetch(
-                vec![5u32, 1u32, 2u32].into_iter(),
-                vec![(5u32, 1u32), (1u32, 2u32), (2u32, 5u32)].into_iter(),
+                vec![0u32, 1u32, 2u32].into_iter(),
+                vec![(0u32, 1u32), (1u32, 2u32), (2u32, 0u32)].into_iter(),
+            )
+            .unwrap();
+        for (key, value) in node_property.into_iter() {
+            assert!(property_cache.get_node_property(key).is_ok());
+            assert_eq!(*property_cache.get_node_property(key).unwrap(), value);
+        }
+        for (key, value) in edge_property.into_iter() {
+            assert!(property_cache.get_edge_property(key.0, key.1).is_ok());
+            assert_eq!(
+                *property_cache.get_edge_property(key.0, key.1).unwrap(),
+                value
+            );
+        }
+    }
+
+    #[test]
+    fn test_new_default_property_cache() {
+        let mut node_property = HashMap::new();
+        let mut edge_property = HashMap::new();
+
+        node_property.insert(0u32, json!({"age": 5}));
+        node_property.insert(1, json!({"age": 10}));
+        node_property.insert(2, json!({"age": 15}));
+        edge_property.insert((0u32, 1u32), json!({"length": 7}));
+        edge_property.insert((1, 2), json!({"length": 8}));
+        edge_property.insert((2, 0), json!({"length": 9}));
+
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        let graph = DefaultProperty::with_data(
+            node_path,
+            edge_path,
+            node_property.clone().into_iter(),
+            edge_property.clone().into_iter(),
+            true,
+        )
+        .unwrap();
+
+        let mut property_cache = PropertyCache::new_default(Some(Arc::new(graph)));
+
+        property_cache
+            .pre_fetch(
+                vec![0u32, 1u32, 2u32].into_iter(),
+                vec![(0u32, 1u32), (1u32, 2u32), (2u32, 0u32)].into_iter(),
             )
             .unwrap();
         for (key, value) in node_property.into_iter() {
@@ -185,7 +210,7 @@ mod test {
 
     #[test]
     fn test_new_disabled_property_cache() {
-        let property_cache: PropertyCache<u32, DefaultProperty> = PropertyCache::new_default(None, 0);
+        let property_cache: PropertyCache<u32, DefaultProperty> = PropertyCache::new_default(None);
         assert_eq!(property_cache.is_disabled(), true);
     }
 }

From c402b70c5b3479713bfc6ba5da19a9aab5637c57 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Sat, 18 May 2019 04:26:50 +1000
Subject: [PATCH 234/391] Changed two hashmaps to vectors

---
 src/property/filter/hash_property_cache.rs |  75 +++---------
 src/property/filter/mod.rs                 |  14 +--
 src/property/filter/property_cache.rs      | 129 +++++++++------------
 3 files changed, 69 insertions(+), 149 deletions(-)

diff --git a/src/property/filter/hash_property_cache.rs b/src/property/filter/hash_property_cache.rs
index 674a9186..1fde18b8 100644
--- a/src/property/filter/hash_property_cache.rs
+++ b/src/property/filter/hash_property_cache.rs
@@ -27,70 +27,49 @@ use property::{PropertyError, PropertyGraph};
 use serde_json::json;
 use serde_json::Value as JsonValue;
 
-pub struct HashNodeCache<Id: IdType> {
-    node_map: HashMap<Id, JsonValue>,
+pub struct HashNodeCache {
+    node_map: Vec<JsonValue>,
 }
 
-impl<Id: IdType> HashNodeCache<Id> {
-    pub fn new() -> Self {
+impl HashNodeCache {
+    pub fn new<Id: IdType>(max_id: Id) -> Self {
         HashNodeCache {
-            node_map: HashMap::new(),
+            node_map: vec![json!(null); max_id.id() + 1],
         }
     }
 }
 
-impl<Id: IdType> NodeCache<Id> for HashNodeCache<Id> {
+impl<Id: IdType> NodeCache<Id> for HashNodeCache {
     fn get(&self, id: Id) -> PropertyResult<&JsonValue> {
-        if let Some(value) = self.node_map.get(&id) {
-            Ok(value)
+        if self.node_map.len() > id.id() {
+            Ok(self.node_map.get(id.id()).unwrap())
         } else {
             Err(PropertyError::NodeNotFoundError)
         }
     }
 
     fn set(&mut self, id: Id, value: JsonValue) -> bool {
-        let mut result = false;
-        {
-            if self.node_map.contains_key(&id) {
-                result = true;
-            }
-        }
-        self.node_map.insert(id, value);
-        result
-    }
-
-    fn pre_fetch<P: PropertyGraph<Id>, I: IntoIterator<Item = Id>>(
-        &mut self,
-        ids: I,
-        property_graph: &P,
-    ) -> PropertyResult<()> {
-        for id in ids {
-            if let Some(result) = property_graph.get_node_property_all(id.clone())? {
-                self.set(id.clone(), result);
-            } else {
-                self.set(id.clone(), json!(null));
-            }
-        }
-        Ok(())
+        self.node_map[id.id()] = value;
+        true
     }
 }
 
 pub struct HashEdgeCache<Id: IdType> {
-    edge_map: HashMap<Id, HashMap<Id, JsonValue>>,
+    edge_map: Vec<HashMap<Id, JsonValue>>,
 }
 
 impl<Id: IdType> HashEdgeCache<Id> {
-    pub fn new() -> Self {
+    pub fn new(max_id: Id) -> Self {
         HashEdgeCache {
-            edge_map: HashMap::new(),
+            edge_map: vec![HashMap::new(); max_id.id() + 1],
         }
     }
 }
 
 impl<Id: IdType> EdgeCache<Id> for HashEdgeCache<Id> {
     fn get(&self, src: Id, dst: Id) -> PropertyResult<&JsonValue> {
-        if let Some(value) = self.edge_map.get(&src) {
-            if let Some(value) = self.edge_map[&src].get(&dst) {
+        if self.edge_map.len() > src.id() {
+            if let Some(value) = self.edge_map.get(src.id()).unwrap().get(&dst) {
                 Ok(value)
             } else {
                 Err(PropertyError::EdgeNotFoundError)
@@ -102,30 +81,8 @@ impl<Id: IdType> EdgeCache<Id> for HashEdgeCache<Id> {
 
     fn set(&mut self, src: Id, dst: Id, value: JsonValue) -> bool {
         let mut result = false;
-        {
-            if !self.edge_map.contains_key(&src) {
-                self.edge_map.insert(src, HashMap::new());
-            }
-        }
-        let mut_target = self.edge_map.get_mut(&src).unwrap();
+        let mut_target = self.edge_map.get_mut(src.id()).unwrap();
         mut_target.insert(dst, value);
-
-//        self.edge_map.insert((src, dst), value);
         result
     }
-
-    fn pre_fetch<P: PropertyGraph<Id>, I: IntoIterator<Item = (Id, Id)>>(
-        &mut self,
-        ids: I,
-        property_graph: &P,
-    ) -> PropertyResult<()> {
-        for id in ids {
-            if let Some(result) = property_graph.get_edge_property_all(id.0, id.1)? {
-                self.set(id.0, id.1, result);
-            } else {
-                self.set(id.0, id.1, json!(null));
-            }
-        }
-        Ok(())
-    }
 }
diff --git a/src/property/filter/mod.rs b/src/property/filter/mod.rs
index 3e653fde..905008fb 100644
--- a/src/property/filter/mod.rs
+++ b/src/property/filter/mod.rs
@@ -74,7 +74,7 @@ impl Clone for Box<Expression> {
 
 impl PartialEq for Box<Expression> {
     fn eq(&self, _other: &Box<Expression>) -> bool {
-        false
+        true
     }
 }
 
@@ -84,24 +84,12 @@ pub trait NodeCache<Id: IdType> {
     fn get(&self, id: Id) -> PropertyResult<&JsonValue>;
 
     fn set(&mut self, id: Id, value: JsonValue) -> bool;
-
-    fn pre_fetch<P: PropertyGraph<Id>, I: IntoIterator<Item = Id>>(
-        &mut self,
-        ids: I,
-        property_graph: &P,
-    ) -> PropertyResult<()>;
 }
 
 pub trait EdgeCache<Id: IdType> {
     fn get(&self, src: Id, dst: Id) -> PropertyResult<&JsonValue>;
 
     fn set(&mut self, src: Id, dst: Id, value: JsonValue) -> bool;
-
-    fn pre_fetch<P: PropertyGraph<Id>, I: IntoIterator<Item = (Id, Id)>>(
-        &mut self,
-        ids: I,
-        property_graph: &P,
-    ) -> PropertyResult<()>;
 }
 
 
diff --git a/src/property/filter/property_cache.rs b/src/property/filter/property_cache.rs
index 1edfe126..3ee47a0b 100644
--- a/src/property/filter/property_cache.rs
+++ b/src/property/filter/property_cache.rs
@@ -26,12 +26,13 @@ use property::filter::{EdgeCache, HashEdgeCache, HashNodeCache, NodeCache, Prope
 use property::{PropertyGraph, RocksProperty};
 
 use serde_json::Value as JsonValue;
+use serde_json::json;
 use std::marker::{Send, Sync};
 
 pub struct PropertyCache<
     Id: IdType = DefaultId,
     PG: PropertyGraph<Id> = RocksProperty,
-    NC: NodeCache<Id> = HashNodeCache<Id>,
+    NC: NodeCache<Id> = HashNodeCache,
     EC: EdgeCache<Id> = HashEdgeCache<Id>,
 > {
     property_graph: Option<Arc<PG>>,
@@ -41,32 +42,27 @@ pub struct PropertyCache<
 }
 
 unsafe impl Sync for PropertyCache {}
+
 unsafe impl Send for PropertyCache {}
 
 impl<Id: IdType, PG: PropertyGraph<Id>> PropertyCache<Id, PG> {
-    pub fn new_default(property_graph: Option<Arc<PG>>) -> Self {
+    pub fn new_default(
+        property_graph: Option<Arc<PG>>,
+        max_id: Id
+    ) -> Self {
         PropertyCache {
             property_graph,
-            node_cache: HashNodeCache::new(),
-            edge_cache: HashEdgeCache::new(),
+            node_cache: HashNodeCache::new(max_id),
+            edge_cache: HashEdgeCache::new(max_id),
             phantom: PhantomData,
         }
     }
 }
 
 impl<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>
-    PropertyCache<Id, PG, NC, EC>
+PropertyCache<Id, PG, NC, EC>
 {
-    pub fn new(property_graph: Option<Arc<PG>>, node_cache: NC, edge_cache: EC) -> Self {
-        PropertyCache {
-            property_graph,
-            node_cache,
-            edge_cache,
-            phantom: PhantomData,
-        }
-    }
-
-    pub fn pre_fetch<NI: IntoIterator<Item = Id>, EI: IntoIterator<Item = (Id, Id)>>(
+    pub fn pre_fetch<NI: IntoIterator<Item=Id>, EI: IntoIterator<Item=(Id, Id)>>(
         &mut self,
         nodes: NI,
         edges: EI,
@@ -74,9 +70,32 @@ impl<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>
         if self.is_disabled() {
             panic!("Property Graph Disabled.")
         }
+        let mut_node_cache = &mut self.node_cache;
+        let mut_edge_cache = &mut self.edge_cache;
         let property_graph = self.property_graph.clone().unwrap();
-        self.node_cache.pre_fetch(nodes, property_graph.as_ref())?;
-        self.edge_cache.pre_fetch(edges, property_graph.as_ref())?;
+
+        for node in nodes {
+            let mut value = json!(null);
+            if let Some(result) = property_graph.get_node_property_all(node)? {
+                value = result;
+            }
+            mut_node_cache.set(node, value);
+        }
+
+        for edge in edges {
+            let (mut src, mut dst) = edge;
+            let mut value = json!(null);
+            if let Some(result) = property_graph.get_edge_property_all(src, dst)? {
+                value = result;
+            }
+            if src > dst {
+                let temp = src;
+                src = dst;
+                dst = temp;
+            }
+            mut_edge_cache.set(src, dst, value);
+        }
+
         Ok(())
     }
 
@@ -87,10 +106,15 @@ impl<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>
         self.node_cache.get(id)
     }
 
-    pub fn get_edge_property(&self, src: Id, dst: Id) -> PropertyResult<&JsonValue> {
+    pub fn get_edge_property(&self, mut src: Id, mut dst: Id) -> PropertyResult<&JsonValue> {
         if self.is_disabled() {
             panic!("Property Graph Disabled.")
         }
+        if src > dst {
+            let temp = src;
+            src = dst;
+            dst = temp;
+        }
         self.edge_cache.get(src, dst)
     }
 
@@ -110,16 +134,16 @@ mod test {
     use std::collections::HashMap;
 
     #[test]
-    fn test_all_node_edge_property() {
+    fn test_node_edge_property() {
         let mut node_property = HashMap::new();
         let mut edge_property = HashMap::new();
 
-        node_property.insert(0u32, json!({"age": 5}));
+        node_property.insert(5u32, json!({"age": 5}));
         node_property.insert(1, json!({"age": 10}));
         node_property.insert(2, json!({"age": 15}));
-        edge_property.insert((0u32, 1u32), json!({"length": 7}));
+        edge_property.insert((5u32, 1u32), json!({"length": 7}));
         edge_property.insert((1, 2), json!({"length": 8}));
-        edge_property.insert((2, 0), json!({"length": 9}));
+        edge_property.insert((2, 5), json!({"length": 9}));
 
         let node = tempdir::TempDir::new("node").unwrap();
         let edge = tempdir::TempDir::new("edge").unwrap();
@@ -134,65 +158,16 @@ mod test {
             edge_property.clone().into_iter(),
             true,
         )
-        .unwrap();
+            .unwrap();
 
-        let mut property_cache = PropertyCache::new(
+        let mut property_cache = PropertyCache::new_default(
             Some(Arc::new(graph)),
-            HashNodeCache::new(),
-            HashEdgeCache::new(),
+            5
         );
         property_cache
             .pre_fetch(
-                vec![0u32, 1u32, 2u32].into_iter(),
-                vec![(0u32, 1u32), (1u32, 2u32), (2u32, 0u32)].into_iter(),
-            )
-            .unwrap();
-        for (key, value) in node_property.into_iter() {
-            assert!(property_cache.get_node_property(key).is_ok());
-            assert_eq!(*property_cache.get_node_property(key).unwrap(), value);
-        }
-        for (key, value) in edge_property.into_iter() {
-            assert!(property_cache.get_edge_property(key.0, key.1).is_ok());
-            assert_eq!(
-                *property_cache.get_edge_property(key.0, key.1).unwrap(),
-                value
-            );
-        }
-    }
-
-    #[test]
-    fn test_new_default_property_cache() {
-        let mut node_property = HashMap::new();
-        let mut edge_property = HashMap::new();
-
-        node_property.insert(0u32, json!({"age": 5}));
-        node_property.insert(1, json!({"age": 10}));
-        node_property.insert(2, json!({"age": 15}));
-        edge_property.insert((0u32, 1u32), json!({"length": 7}));
-        edge_property.insert((1, 2), json!({"length": 8}));
-        edge_property.insert((2, 0), json!({"length": 9}));
-
-        let node = tempdir::TempDir::new("node").unwrap();
-        let edge = tempdir::TempDir::new("edge").unwrap();
-
-        let node_path = node.path();
-        let edge_path = edge.path();
-
-        let graph = DefaultProperty::with_data(
-            node_path,
-            edge_path,
-            node_property.clone().into_iter(),
-            edge_property.clone().into_iter(),
-            true,
-        )
-        .unwrap();
-
-        let mut property_cache = PropertyCache::new_default(Some(Arc::new(graph)));
-
-        property_cache
-            .pre_fetch(
-                vec![0u32, 1u32, 2u32].into_iter(),
-                vec![(0u32, 1u32), (1u32, 2u32), (2u32, 0u32)].into_iter(),
+                vec![5u32, 1u32, 2u32].into_iter(),
+                vec![(5u32, 1u32), (1u32, 2u32), (2u32, 5u32)].into_iter(),
             )
             .unwrap();
         for (key, value) in node_property.into_iter() {
@@ -210,7 +185,7 @@ mod test {
 
     #[test]
     fn test_new_disabled_property_cache() {
-        let property_cache: PropertyCache<u32, DefaultProperty> = PropertyCache::new_default(None);
+        let property_cache: PropertyCache<u32, DefaultProperty> = PropertyCache::new_default(None, 0);
         assert_eq!(property_cache.is_disabled(), true);
     }
 }

From e813789db23cff07883c19027dcd4ae2ccb2f2ae Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Sat, 18 May 2019 05:11:24 +1000
Subject: [PATCH 235/391] Added switch for node and edge disable

---
 src/property/filter/property_cache.rs | 22 +++++++++++++++++++---
 1 file changed, 19 insertions(+), 3 deletions(-)

diff --git a/src/property/filter/property_cache.rs b/src/property/filter/property_cache.rs
index 3ee47a0b..5c3ddc2b 100644
--- a/src/property/filter/property_cache.rs
+++ b/src/property/filter/property_cache.rs
@@ -39,6 +39,8 @@ pub struct PropertyCache<
     node_cache: NC,
     edge_cache: EC,
     phantom: PhantomData<Id>,
+    node_disabled: bool,
+    edge_disabled: bool,
 }
 
 unsafe impl Sync for PropertyCache {}
@@ -48,13 +50,17 @@ unsafe impl Send for PropertyCache {}
 impl<Id: IdType, PG: PropertyGraph<Id>> PropertyCache<Id, PG> {
     pub fn new_default(
         property_graph: Option<Arc<PG>>,
-        max_id: Id
+        max_id: Id,
+        node_disabled: bool,
+        edge_disabled: bool,
     ) -> Self {
         PropertyCache {
             property_graph,
             node_cache: HashNodeCache::new(max_id),
             edge_cache: HashEdgeCache::new(max_id),
             phantom: PhantomData,
+            node_disabled,
+            edge_disabled,
         }
     }
 }
@@ -121,6 +127,14 @@ PropertyCache<Id, PG, NC, EC>
     pub fn is_disabled(&self) -> bool {
         self.property_graph.is_none()
     }
+
+    pub fn is_node_disabled(&self) -> bool {
+        self.node_disabled
+    }
+
+    pub fn is_edge_disabled(&self) -> bool {
+        self.edge_disabled
+    }
 }
 
 #[cfg(test)]
@@ -162,7 +176,9 @@ mod test {
 
         let mut property_cache = PropertyCache::new_default(
             Some(Arc::new(graph)),
-            5
+            5,
+            false,
+            false
         );
         property_cache
             .pre_fetch(
@@ -185,7 +201,7 @@ mod test {
 
     #[test]
     fn test_new_disabled_property_cache() {
-        let property_cache: PropertyCache<u32, DefaultProperty> = PropertyCache::new_default(None, 0);
+        let property_cache: PropertyCache<u32, DefaultProperty> = PropertyCache::new_default(None, 0, false ,false);
         assert_eq!(property_cache.is_disabled(), true);
     }
 }

From 33dfd0fdf3becd11aa9583ba2a153bd506c2de03 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Sat, 18 May 2019 05:15:23 +1000
Subject: [PATCH 236/391] Added or to the rocksdb new

---
 src/property/rocks_property.rs | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/property/rocks_property.rs b/src/property/rocks_property.rs
index e001a40b..3c59f373 100644
--- a/src/property/rocks_property.rs
+++ b/src/property/rocks_property.rs
@@ -72,7 +72,7 @@ impl RocksProperty {
         is_directed: bool,
         read_only: bool,
     ) -> Result<Self, PropertyError> {
-        if !(node_path.as_ref().exists() && edge_path.as_ref().exists()) {
+        if !(node_path.as_ref().exists() || edge_path.as_ref().exists()) {
             Err(PropertyError::DBNotFoundError)
         } else {
             let node_tree = Tree::open_default(node_path)?;

From d2d1791cb38a1625aac4ef9ec274ab1e6019a7b4 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Sat, 18 May 2019 05:27:14 +1000
Subject: [PATCH 237/391] Added conditions to prevent prefetch

---
 src/property/filter/property_cache.rs | 40 +++++++++++++++------------
 1 file changed, 23 insertions(+), 17 deletions(-)

diff --git a/src/property/filter/property_cache.rs b/src/property/filter/property_cache.rs
index 5c3ddc2b..1717dd7c 100644
--- a/src/property/filter/property_cache.rs
+++ b/src/property/filter/property_cache.rs
@@ -79,27 +79,33 @@ PropertyCache<Id, PG, NC, EC>
         let mut_node_cache = &mut self.node_cache;
         let mut_edge_cache = &mut self.edge_cache;
         let property_graph = self.property_graph.clone().unwrap();
-
-        for node in nodes {
-            let mut value = json!(null);
-            if let Some(result) = property_graph.get_node_property_all(node)? {
-                value = result;
+        let node_disabled = self.node_disabled;
+        let edge_disabled = self.edge_disabled;
+
+        if !node_disabled {
+            for node in nodes {
+                let mut value = json!(null);
+                if let Some(result) = property_graph.get_node_property_all(node)? {
+                    value = result;
+                }
+                mut_node_cache.set(node, value);
             }
-            mut_node_cache.set(node, value);
         }
 
-        for edge in edges {
-            let (mut src, mut dst) = edge;
-            let mut value = json!(null);
-            if let Some(result) = property_graph.get_edge_property_all(src, dst)? {
-                value = result;
-            }
-            if src > dst {
-                let temp = src;
-                src = dst;
-                dst = temp;
+        if !edge_disabled {
+            for edge in edges {
+                let (mut src, mut dst) = edge;
+                let mut value = json!(null);
+                if let Some(result) = property_graph.get_edge_property_all(src, dst)? {
+                    value = result;
+                }
+                if src > dst {
+                    let temp = src;
+                    src = dst;
+                    dst = temp;
+                }
+                mut_edge_cache.set(src, dst, value);
             }
-            mut_edge_cache.set(src, dst, value);
         }
 
         Ok(())

From 9898f5b14e417ee8cf79209e06d0565c3fb79feb Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Sat, 18 May 2019 14:27:56 +1000
Subject: [PATCH 238/391] Stop initialisation when cahce disabled

---
 src/property/filter/hash_property_cache.rs | 16 ++++++++++++++++
 src/property/filter/property_cache.rs      | 18 +++++++++++++-----
 tests/property.rs                          | 22 +++++++++++-----------
 tests/property_parser.rs                   | 16 ++++++++--------
 4 files changed, 48 insertions(+), 24 deletions(-)

diff --git a/src/property/filter/hash_property_cache.rs b/src/property/filter/hash_property_cache.rs
index 1fde18b8..7edebdc3 100644
--- a/src/property/filter/hash_property_cache.rs
+++ b/src/property/filter/hash_property_cache.rs
@@ -39,6 +39,14 @@ impl HashNodeCache {
     }
 }
 
+impl Default for HashNodeCache {
+    fn default() -> Self {
+        HashNodeCache {
+            node_map: vec![],
+        }
+    }
+}
+
 impl<Id: IdType> NodeCache<Id> for HashNodeCache {
     fn get(&self, id: Id) -> PropertyResult<&JsonValue> {
         if self.node_map.len() > id.id() {
@@ -66,6 +74,14 @@ impl<Id: IdType> HashEdgeCache<Id> {
     }
 }
 
+impl<Id: IdType> Default for HashEdgeCache<Id> {
+    fn default() -> Self {
+        HashEdgeCache {
+            edge_map: vec![],
+        }
+    }
+}
+
 impl<Id: IdType> EdgeCache<Id> for HashEdgeCache<Id> {
     fn get(&self, src: Id, dst: Id) -> PropertyResult<&JsonValue> {
         if self.edge_map.len() > src.id() {
diff --git a/src/property/filter/property_cache.rs b/src/property/filter/property_cache.rs
index 1717dd7c..e12fe0bd 100644
--- a/src/property/filter/property_cache.rs
+++ b/src/property/filter/property_cache.rs
@@ -48,7 +48,7 @@ unsafe impl Sync for PropertyCache {}
 unsafe impl Send for PropertyCache {}
 
 impl<Id: IdType, PG: PropertyGraph<Id>> PropertyCache<Id, PG> {
-    pub fn new_default(
+    pub fn new(
         property_graph: Option<Arc<PG>>,
         max_id: Id,
         node_disabled: bool,
@@ -56,8 +56,16 @@ impl<Id: IdType, PG: PropertyGraph<Id>> PropertyCache<Id, PG> {
     ) -> Self {
         PropertyCache {
             property_graph,
-            node_cache: HashNodeCache::new(max_id),
-            edge_cache: HashEdgeCache::new(max_id),
+            node_cache: if node_disabled {
+                HashNodeCache::default()
+            } else {
+                HashNodeCache::new(max_id)
+            },
+            edge_cache: if edge_disabled {
+                HashEdgeCache::default()
+            } else {
+                HashEdgeCache::new(max_id)
+            },
             phantom: PhantomData,
             node_disabled,
             edge_disabled,
@@ -180,7 +188,7 @@ mod test {
         )
             .unwrap();
 
-        let mut property_cache = PropertyCache::new_default(
+        let mut property_cache = PropertyCache::new(
             Some(Arc::new(graph)),
             5,
             false,
@@ -207,7 +215,7 @@ mod test {
 
     #[test]
     fn test_new_disabled_property_cache() {
-        let property_cache: PropertyCache<u32, DefaultProperty> = PropertyCache::new_default(None, 0, false ,false);
+        let property_cache: PropertyCache<u32, DefaultProperty> = PropertyCache::new(None, 0, false, false);
         assert_eq!(property_cache.is_disabled(), true);
     }
 }
diff --git a/tests/property.rs b/tests/property.rs
index 694aeecb..2ffc1864 100644
--- a/tests/property.rs
+++ b/tests/property.rs
@@ -36,7 +36,7 @@ fn test_cached_boolean_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)));
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -63,7 +63,7 @@ fn test_cached_num_compare_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)));
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -97,7 +97,7 @@ fn test_cached_arithmetic_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)));
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -133,7 +133,7 @@ fn test_cached_logical_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)));
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -160,7 +160,7 @@ fn test_cached_string_compare_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)));
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -194,7 +194,7 @@ fn test_cached_string_concat_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)));
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -221,7 +221,7 @@ fn test_cached_range_predicate_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)));
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -241,7 +241,7 @@ fn test_cached_error_boolean_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)));
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -316,7 +316,7 @@ fn test_cached_complex_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)));
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -334,7 +334,7 @@ fn test_sled_boolean_expression() {
     let exp = Box::new(Var::new("is_member".to_owned()));
 
     let property_graph = create_default_property();
-    let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)));
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -361,7 +361,7 @@ fn test_sled_num_compare_expression() {
 
     let property_graph = create_default_property();
 
-    let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)));
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
diff --git a/tests/property_parser.rs b/tests/property_parser.rs
index 0010c201..bbd27de7 100644
--- a/tests/property_parser.rs
+++ b/tests/property_parser.rs
@@ -51,7 +51,7 @@ fn test_cypher_two_vars() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)));
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -74,7 +74,7 @@ fn test_cypher_two_vars2() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)));
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -98,7 +98,7 @@ fn test_cypher_two_vars3() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)));
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -122,7 +122,7 @@ fn test_cypher_two_vars4() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)));
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -144,7 +144,7 @@ fn test_cypher_larger_than() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)));
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -167,7 +167,7 @@ fn test_cypher_number_addition() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)));
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -190,7 +190,7 @@ fn test_cypher_string_contains() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)));
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -213,7 +213,7 @@ fn test_cypher_and_operator() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new_default(Some(Arc::new(property_graph)));
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)));
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())

From f84f907c7e681c24fbe2376d8bdd0279feff72a2 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Sat, 18 May 2019 15:27:48 +1000
Subject: [PATCH 239/391] Added disabling of expressions

---
 src/property/property_parser.rs | 58 +++++++++++++++++++--------------
 tests/cypher_tree/empty.txt     | 17 ++++++++++
 tests/property.rs               | 22 ++++++-------
 tests/property_parser.rs        | 35 +++++++++++---------
 4 files changed, 81 insertions(+), 51 deletions(-)
 create mode 100644 tests/cypher_tree/empty.txt

diff --git a/src/property/property_parser.rs b/src/property/property_parser.rs
index b303da10..e8bea3a4 100644
--- a/src/property/property_parser.rs
+++ b/src/property/property_parser.rs
@@ -63,6 +63,10 @@ impl ExpressionCache {
             Some(empty_expression())
         }
     }
+
+    pub fn is_disabled(&self) -> bool {
+        self.node_expressions.len() == 0 && self.edge_expressions.len() == 0
+    }
 }
 
 unsafe impl Sync for ExpressionCache {}
@@ -74,24 +78,27 @@ pub fn parse_property_tree(cypher_tree: Vec<String>) -> ExpressionCache {
         panic!("The given cypher tree is empty");
     }
     let all_property = parse_property(cypher_tree.iter().map(|s| &**s).collect());
-    let mut node_count = 0usize;
-    for line in cypher_tree {
-        if line.contains("node pattern") {
-            node_count += 1;
-        }
-    }
 
     let mut node_property = HashMap::new();
     let mut edge_property = HashMap::new();
+    if all_property.len() != 0 {
+        let mut node_count = 0usize;
+        for line in cypher_tree {
+            if line.contains("node pattern") {
+                node_count += 1;
+            }
+        }
 
-    for key in all_property.keys() {
-        let id: usize = key.parse::<usize>().unwrap();
-        if id < node_count {
-            node_property.insert(id, all_property[key].clone());
-        } else {
-            let dst = id % node_count;
-            let src = (id - dst) / node_count - 1;
-            edge_property.insert((src, dst), all_property[key].clone());
+
+        for key in all_property.keys() {
+            let id: usize = key.parse::<usize>().unwrap();
+            if id < node_count {
+                node_property.insert(id, all_property[key].clone());
+            } else {
+                let dst = id % node_count;
+                let src = (id - dst) / node_count - 1;
+                edge_property.insert((src, dst), all_property[key].clone());
+            }
         }
     }
 
@@ -102,7 +109,7 @@ pub fn parse_property_tree(cypher_tree: Vec<String>) -> ExpressionCache {
 }
 
 pub fn parse_property(cypher_tree: Vec<&str>) -> HashMap<String, Box<Expression>> {
-    let mut root: usize = 0;
+    let mut root: usize = cypher_tree.len();
     let mut count: usize = 0;
     let mut result = HashMap::new();
     let mut found = false;
@@ -131,17 +138,20 @@ pub fn parse_property(cypher_tree: Vec<&str>) -> HashMap<String, Box<Expression>
         }
     }
 
-    for var in var_list {
-        if found && candidate_vars.contains(&var) {
-            let expression = match recursive_parser(&cypher_tree, root, var.as_str()) {
-                Ok(exp) => exp,
-                _ => empty_expression(),
-            };
-            result.insert(var.clone(), expression);
-        } else {
-            result.insert(var.clone(), empty_expression());
+    if candidate_vars.len() != 0 {
+        for var in var_list {
+            if found && candidate_vars.contains(&var) {
+                let expression = match recursive_parser(&cypher_tree, root, var.as_str()) {
+                    Ok(exp) => exp,
+                    _ => empty_expression(),
+                };
+                result.insert(var.clone(), expression);
+            } else {
+                result.insert(var.clone(), empty_expression());
+            }
         }
     }
+
     result
 }
 
diff --git a/tests/cypher_tree/empty.txt b/tests/cypher_tree/empty.txt
new file mode 100644
index 00000000..9fa6185a
--- /dev/null
+++ b/tests/cypher_tree/empty.txt
@@ -0,0 +1,17 @@
+ @0   0..50  statement               body=@1
+ @1   0..50  > query                 clauses=[@2, @19]
+ @2   0..41  > > MATCH               pattern=@3, where=@14
+ @3   6..23  > > > pattern           paths=[@4]
+ @4   6..23  > > > > pattern path    (@5)-[@8]-(@11)
+ @5   6..11  > > > > > node pattern  (@6:@7)
+ @6   7..8   > > > > > > identifier  `a`
+ @7   8..10  > > > > > > label       :`A`
+ @8  11..18  > > > > > rel pattern   -[@9:@10]-
+ @9  13..14  > > > > > > identifier  `b`
+@10  14..16  > > > > > > rel type    :`B`
+@11  18..23  > > > > > node pattern  (@12:@13)
+@12  19..20  > > > > > > identifier  `c`
+@13  20..22  > > > > > > label       :`C`
+@19  41..50  > > RETURN              projections=[@20]
+@20  48..50  > > > projection        expression=@21
+@21  48..49  > > > > identifier      `a`
\ No newline at end of file
diff --git a/tests/property.rs b/tests/property.rs
index 2ffc1864..7e76738a 100644
--- a/tests/property.rs
+++ b/tests/property.rs
@@ -36,7 +36,7 @@ fn test_cached_boolean_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)));
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -63,7 +63,7 @@ fn test_cached_num_compare_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)));
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -97,7 +97,7 @@ fn test_cached_arithmetic_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)));
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -133,7 +133,7 @@ fn test_cached_logical_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)));
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -160,7 +160,7 @@ fn test_cached_string_compare_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)));
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -194,7 +194,7 @@ fn test_cached_string_concat_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)));
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -221,7 +221,7 @@ fn test_cached_range_predicate_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)));
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -241,7 +241,7 @@ fn test_cached_error_boolean_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)));
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -316,7 +316,7 @@ fn test_cached_complex_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)));
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -334,7 +334,7 @@ fn test_sled_boolean_expression() {
     let exp = Box::new(Var::new("is_member".to_owned()));
 
     let property_graph = create_default_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)));
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -361,7 +361,7 @@ fn test_sled_num_compare_expression() {
 
     let property_graph = create_default_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)));
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
diff --git a/tests/property_parser.rs b/tests/property_parser.rs
index bbd27de7..c37ce6cb 100644
--- a/tests/property_parser.rs
+++ b/tests/property_parser.rs
@@ -37,6 +37,15 @@ use std::fs::File;
 use std::io::prelude::*;
 use std::io::BufReader;
 
+#[test]
+fn test_empty_tree() {
+    let result = lines_from_file("tests/cypher_tree/empty.txt");
+
+    let expression_cache = parse_property_tree(result.clone()).clone();
+
+    assert_eq!(true, expression_cache.is_disabled());
+}
+
 #[test]
 fn test_cypher_two_vars() {
     // match (a)-[b]-(c) where a.age > 10 and b.age < 5;
@@ -51,7 +60,7 @@ fn test_cypher_two_vars() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)));
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -74,7 +83,7 @@ fn test_cypher_two_vars2() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)));
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -98,7 +107,7 @@ fn test_cypher_two_vars3() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)));
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -118,22 +127,16 @@ fn test_cypher_two_vars4() {
 
     let result = lines_from_file("tests/cypher_tree/7.txt");
 
-    let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
-    let exp = parse_property(cypher_tree);
+    let exp = parse_property_tree(result);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)));
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
         .unwrap();
 
-    let result: Vec<u32> = vec
-        .into_iter()
-        .filter(|x| filter_node(*x, &property_cache, exp["a"].as_ref()))
-        .collect();
-
-    assert_eq!(vec![0, 1, 2, 3, 4, 5], result);
+    assert_eq!(exp.is_disabled(), true);
 }
 #[test]
 fn test_cypher_larger_than() {
@@ -144,7 +147,7 @@ fn test_cypher_larger_than() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)));
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -167,7 +170,7 @@ fn test_cypher_number_addition() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)));
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -190,7 +193,7 @@ fn test_cypher_string_contains() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)));
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -213,7 +216,7 @@ fn test_cypher_and_operator() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)));
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())

From 727ce9c1136780de1b54c82731fb81efb2a7f11f Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Sat, 18 May 2019 16:39:11 +1000
Subject: [PATCH 240/391] Get exp always returns a some value

---
 src/property/property_parser.rs | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/property/property_parser.rs b/src/property/property_parser.rs
index e8bea3a4..60f02a15 100644
--- a/src/property/property_parser.rs
+++ b/src/property/property_parser.rs
@@ -51,7 +51,7 @@ impl ExpressionCache {
         if self.node_expressions.contains_key(&id) {
             Some(self.node_expressions[&id].box_clone())
         } else {
-            None
+            Some(empty_expression())
         }
     }
 

From 779d2d4c1192d403ef5e19527265f513b7b0af46 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Sat, 18 May 2019 16:46:40 +1000
Subject: [PATCH 241/391] Moved disable determination to filtering function

---
 src/property/filter/edge_property_filter.rs | 18 +++++++++++-------
 src/property/filter/node_property_filter.rs | 16 ++++++++++------
 2 files changed, 21 insertions(+), 13 deletions(-)

diff --git a/src/property/filter/edge_property_filter.rs b/src/property/filter/edge_property_filter.rs
index 6145d00a..f29032bc 100644
--- a/src/property/filter/edge_property_filter.rs
+++ b/src/property/filter/edge_property_filter.rs
@@ -32,14 +32,18 @@ pub fn filter_edge<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: Edg
     property_cache: &PropertyCache<Id, PG, NC, EC>,
     expression: &Expression,
 ) -> bool {
-    let result = get_edge_filter_result(id, property_cache, expression);
-
-    if result.is_err() {
-        debug!("edge {:?} has error {:?}", id, result.err().unwrap());
-        false
+    if property_cache.is_disabled() || property_cache.is_edge_disabled() {
+        true
     } else {
-        let bool_result = result.unwrap();
-        bool_result
+        let result = get_edge_filter_result(id, property_cache, expression);
+
+        if result.is_err() {
+            debug!("edge {:?} has error {:?}", id, result.err().unwrap());
+            false
+        } else {
+            let bool_result = result.unwrap();
+            bool_result
+        }
     }
 }
 
diff --git a/src/property/filter/node_property_filter.rs b/src/property/filter/node_property_filter.rs
index a8e459a9..4feb5216 100644
--- a/src/property/filter/node_property_filter.rs
+++ b/src/property/filter/node_property_filter.rs
@@ -28,13 +28,17 @@ pub fn filter_node<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: Edg
     property_cache: &PropertyCache<Id, PG, NC, EC>,
     expression: &Expression,
 ) -> bool {
-    let result = get_node_filter_result(id, property_cache, expression);
-    if result.is_err() {
-        debug!("node {:?} has error {:?}", id, result.err().unwrap());
-        false
+    if property_cache.is_disabled() || property_cache.is_node_disabled() {
+        true
     } else {
-        let bool_result = result.unwrap();
-        bool_result
+        let result = get_node_filter_result(id, property_cache, expression);
+        if result.is_err() {
+            debug!("node {:?} has error {:?}", id, result.err().unwrap());
+            false
+        } else {
+            let bool_result = result.unwrap();
+            bool_result
+        }
     }
 }
 

From bd9b1e09bf8b7070f4038ea2749bf4a2abacad59 Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Mon, 20 May 2019 16:13:32 +1000
Subject: [PATCH 242/391] rustfmt

---
 src/graph_impl/graph_vec/mod.rs              |  6 ++++++
 src/property/filter/arithmetic_expression.rs |  2 +-
 src/property/filter/hash_property_cache.rs   |  8 ++------
 src/property/filter/mod.rs                   |  4 +---
 src/property/filter/predicate_expression.rs  |  2 +-
 src/property/filter/property_cache.rs        | 18 +++++++-----------
 src/property/filter/value_expression.rs      |  6 ++----
 src/property/property_parser.rs              |  1 -
 8 files changed, 20 insertions(+), 27 deletions(-)

diff --git a/src/graph_impl/graph_vec/mod.rs b/src/graph_impl/graph_vec/mod.rs
index abf28abb..ac986505 100644
--- a/src/graph_impl/graph_vec/mod.rs
+++ b/src/graph_impl/graph_vec/mod.rs
@@ -186,6 +186,8 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
         max_node_id: Id,
         has_node_label: bool,
     ) -> Option<Vec<OL>> {
+        info!("Creating node labels");
+
         if !has_node_label {
             return None;
         }
@@ -226,6 +228,8 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
         max_node_id: Id,
         has_edge_label: bool,
     ) -> EdgeVec<Id, OL> {
+        info!("Creating edges");
+
         // TODO
         graph.par_sort_unstable();
         graph.dedup_by_key(|&mut (e, _)| e);
@@ -275,6 +279,8 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
     }
 
     fn get_in_edge_vec<OL: IdType>(mut graph: Vec<(Id, Id)>, max_node_id: Id) -> EdgeVec<Id, OL> {
+        info!("Creating in-edges");
+
         // TODO
         graph.par_sort_unstable();
         graph.dedup();
diff --git a/src/property/filter/arithmetic_expression.rs b/src/property/filter/arithmetic_expression.rs
index bb9801ed..ec398c45 100644
--- a/src/property/filter/arithmetic_expression.rs
+++ b/src/property/filter/arithmetic_expression.rs
@@ -18,9 +18,9 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-use std::borrow::Cow;
 use property::filter::expression_operator::*;
 use property::filter::{Expression, PropertyResult};
+use std::borrow::Cow;
 
 use serde_json::Value as JsonValue;
 
diff --git a/src/property/filter/hash_property_cache.rs b/src/property/filter/hash_property_cache.rs
index 7edebdc3..50f43e58 100644
--- a/src/property/filter/hash_property_cache.rs
+++ b/src/property/filter/hash_property_cache.rs
@@ -41,9 +41,7 @@ impl HashNodeCache {
 
 impl Default for HashNodeCache {
     fn default() -> Self {
-        HashNodeCache {
-            node_map: vec![],
-        }
+        HashNodeCache { node_map: vec![] }
     }
 }
 
@@ -76,9 +74,7 @@ impl<Id: IdType> HashEdgeCache<Id> {
 
 impl<Id: IdType> Default for HashEdgeCache<Id> {
     fn default() -> Self {
-        HashEdgeCache {
-            edge_map: vec![],
-        }
+        HashEdgeCache { edge_map: vec![] }
     }
 }
 
diff --git a/src/property/filter/mod.rs b/src/property/filter/mod.rs
index 905008fb..4731193d 100644
--- a/src/property/filter/mod.rs
+++ b/src/property/filter/mod.rs
@@ -61,7 +61,7 @@ pub fn empty_expression() -> Box<Expression> {
 
 pub trait Expression {
     // Get the result of expression as a Json Value.
-    fn get_value<'a>(&'a self, var: &'a JsonValue) -> PropertyResult<Cow<'a,JsonValue>>;
+    fn get_value<'a>(&'a self, var: &'a JsonValue) -> PropertyResult<Cow<'a, JsonValue>>;
 
     fn box_clone(&self) -> Box<Expression>;
 }
@@ -91,5 +91,3 @@ pub trait EdgeCache<Id: IdType> {
 
     fn set(&mut self, src: Id, dst: Id, value: JsonValue) -> bool;
 }
-
-
diff --git a/src/property/filter/predicate_expression.rs b/src/property/filter/predicate_expression.rs
index e0c8d0c0..4b1f0034 100644
--- a/src/property/filter/predicate_expression.rs
+++ b/src/property/filter/predicate_expression.rs
@@ -18,9 +18,9 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-use std::borrow::Cow;
 use property::filter::expression_operator::*;
 use property::filter::{Expression, PropertyResult};
+use std::borrow::Cow;
 
 use serde_json::Value as JsonValue;
 
diff --git a/src/property/filter/property_cache.rs b/src/property/filter/property_cache.rs
index e12fe0bd..6fce3758 100644
--- a/src/property/filter/property_cache.rs
+++ b/src/property/filter/property_cache.rs
@@ -25,8 +25,8 @@ use generic::{DefaultId, IdType};
 use property::filter::{EdgeCache, HashEdgeCache, HashNodeCache, NodeCache, PropertyResult};
 use property::{PropertyGraph, RocksProperty};
 
-use serde_json::Value as JsonValue;
 use serde_json::json;
+use serde_json::Value as JsonValue;
 use std::marker::{Send, Sync};
 
 pub struct PropertyCache<
@@ -74,9 +74,9 @@ impl<Id: IdType, PG: PropertyGraph<Id>> PropertyCache<Id, PG> {
 }
 
 impl<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>
-PropertyCache<Id, PG, NC, EC>
+    PropertyCache<Id, PG, NC, EC>
 {
-    pub fn pre_fetch<NI: IntoIterator<Item=Id>, EI: IntoIterator<Item=(Id, Id)>>(
+    pub fn pre_fetch<NI: IntoIterator<Item = Id>, EI: IntoIterator<Item = (Id, Id)>>(
         &mut self,
         nodes: NI,
         edges: EI,
@@ -186,14 +186,9 @@ mod test {
             edge_property.clone().into_iter(),
             true,
         )
-            .unwrap();
+        .unwrap();
 
-        let mut property_cache = PropertyCache::new(
-            Some(Arc::new(graph)),
-            5,
-            false,
-            false
-        );
+        let mut property_cache = PropertyCache::new(Some(Arc::new(graph)), 5, false, false);
         property_cache
             .pre_fetch(
                 vec![5u32, 1u32, 2u32].into_iter(),
@@ -215,7 +210,8 @@ mod test {
 
     #[test]
     fn test_new_disabled_property_cache() {
-        let property_cache: PropertyCache<u32, DefaultProperty> = PropertyCache::new(None, 0, false, false);
+        let property_cache: PropertyCache<u32, DefaultProperty> =
+            PropertyCache::new(None, 0, false, false);
         assert_eq!(property_cache.is_disabled(), true);
     }
 }
diff --git a/src/property/filter/value_expression.rs b/src/property/filter/value_expression.rs
index 6178bb09..747a20c1 100644
--- a/src/property/filter/value_expression.rs
+++ b/src/property/filter/value_expression.rs
@@ -18,9 +18,9 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-use std::borrow::Cow;
 use property::filter::{Expression, PropertyResult};
 use property::PropertyError;
+use std::borrow::Cow;
 
 use serde_json::Value as JsonValue;
 
@@ -37,15 +37,13 @@ impl Var {
 
 impl Expression for Var {
     // Get value of queried attribute of node
-    fn get_value<'a>(&'a self, var: &'a JsonValue) -> PropertyResult<Cow<'a,JsonValue>> {
+    fn get_value<'a>(&'a self, var: &'a JsonValue) -> PropertyResult<Cow<'a, JsonValue>> {
         let result_option = var.get(&self.attribute);
         if let Some(result) = result_option {
             Ok(Cow::Borrowed(result))
         } else {
             Err(PropertyError::JsonObjectFieldError)
         }
-
-
     }
 
     fn box_clone(&self) -> Box<Expression> {
diff --git a/src/property/property_parser.rs b/src/property/property_parser.rs
index 60f02a15..ae2919f9 100644
--- a/src/property/property_parser.rs
+++ b/src/property/property_parser.rs
@@ -89,7 +89,6 @@ pub fn parse_property_tree(cypher_tree: Vec<String>) -> ExpressionCache {
             }
         }
 
-
         for key in all_property.keys() {
             let id: usize = key.parse::<usize>().unwrap();
             if id < node_count {

From ce04c2017585e318acfda83b19e722573aedad52 Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Tue, 21 May 2019 00:32:52 +1000
Subject: [PATCH 243/391] use Itertools::dedup in graph_vec

---
 src/graph_impl/graph_vec/mod.rs | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/src/graph_impl/graph_vec/mod.rs b/src/graph_impl/graph_vec/mod.rs
index ac986505..397a42b9 100644
--- a/src/graph_impl/graph_vec/mod.rs
+++ b/src/graph_impl/graph_vec/mod.rs
@@ -283,7 +283,8 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
 
         // TODO
         graph.par_sort_unstable();
-        graph.dedup();
+
+        let iter = graph.into_iter().dedup();
 
         let mut offsets = Vec::new();
         let mut edges = Vec::new();
@@ -295,7 +296,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
 
         let mut last = Id::new(0);
 
-        for (s, d) in graph.into_iter() {
+        for (s, d) in iter {
             while s > current {
                 offsets.push(offset);
                 current.increment();

From 90cd475bee44155e14205e0ad0020c08c063435d Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Tue, 21 May 2019 00:55:41 +1000
Subject: [PATCH 244/391] add FakeProperty

---
 src/property/fake_property.rs  | 143 +++++++++++++++++++++++++++++++++
 src/property/mod.rs            |   2 +
 src/property/rocks_property.rs |   3 +-
 3 files changed, 146 insertions(+), 2 deletions(-)
 create mode 100644 src/property/fake_property.rs

diff --git a/src/property/fake_property.rs b/src/property/fake_property.rs
new file mode 100644
index 00000000..eae02325
--- /dev/null
+++ b/src/property/fake_property.rs
@@ -0,0 +1,143 @@
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use std::path::Path;
+
+use serde::de::DeserializeOwned;
+use serde::Serialize;
+use serde_json::Value as JsonValue;
+
+use generic::{IdType, Iter};
+use property::{PropertyError, PropertyGraph};
+
+#[derive(Debug, PartialEq, Eq, Clone, Serialize, Deserialize)]
+pub struct FakeProperty;
+
+impl FakeProperty {
+    pub fn new<P: AsRef<Path>>(_node_path: P, _edge_path: P, _is_directed: bool) -> Self {
+        FakeProperty
+    }
+}
+
+impl<Id: IdType + Serialize + DeserializeOwned> PropertyGraph<Id> for FakeProperty {
+    #[inline]
+    fn get_node_property(
+        &self,
+        _id: Id,
+        _names: Vec<String>,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        Ok(None)
+    }
+
+    #[inline]
+    fn get_edge_property(
+        &self,
+        mut _src: Id,
+        mut _dst: Id,
+        _names: Vec<String>,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        Ok(None)
+    }
+
+    #[inline]
+    fn get_node_property_all(&self, _id: Id) -> Result<Option<JsonValue>, PropertyError> {
+        Ok(None)
+    }
+
+    #[inline]
+    fn get_edge_property_all(
+        &self,
+        mut _src: Id,
+        mut _dst: Id,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        Ok(None)
+    }
+
+    fn insert_node_property(
+        &mut self,
+        _id: Id,
+        _prop: JsonValue,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        Ok(None)
+    }
+
+    fn insert_edge_property(
+        &mut self,
+        _src: Id,
+        _dst: Id,
+        _prop: JsonValue,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        Ok(None)
+    }
+
+    fn extend_node_property<I: IntoIterator<Item = (Id, JsonValue)>>(
+        &mut self,
+        _props: I,
+    ) -> Result<(), PropertyError> {
+        Ok(())
+    }
+
+    fn extend_edge_property<I: IntoIterator<Item = ((Id, Id), JsonValue)>>(
+        &mut self,
+        _props: I,
+    ) -> Result<(), PropertyError> {
+        Ok(())
+    }
+
+    fn insert_node_raw(
+        &mut self,
+        _id: Id,
+        _prop: Vec<u8>,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        Ok(None)
+    }
+
+    fn insert_edge_raw(
+        &mut self,
+        mut _src: Id,
+        mut _dst: Id,
+        _prop: Vec<u8>,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        Ok(None)
+    }
+
+    fn extend_node_raw<I: IntoIterator<Item = (Id, Vec<u8>)>>(
+        &mut self,
+        _props: I,
+    ) -> Result<(), PropertyError> {
+        Ok(())
+    }
+
+    fn extend_edge_raw<I: IntoIterator<Item = ((Id, Id), Vec<u8>)>>(
+        &mut self,
+        _props: I,
+    ) -> Result<(), PropertyError> {
+        Ok(())
+    }
+
+    fn scan_node_property_all(&self) -> Iter<Result<(Id, JsonValue), PropertyError>> {
+        Iter::empty()
+    }
+
+    fn scan_edge_property_all(&self) -> Iter<Result<((Id, Id), JsonValue), PropertyError>> {
+        Iter::empty()
+    }
+}
diff --git a/src/property/mod.rs b/src/property/mod.rs
index 24137d56..fb4e2d6c 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -19,12 +19,14 @@
  * under the License.
  */
 pub mod cached_property;
+pub mod fake_property;
 pub mod filter;
 pub mod property_parser;
 pub mod rocks_property;
 //pub mod sled_property;
 
 pub use property::cached_property::CachedProperty;
+pub use property::fake_property::FakeProperty;
 pub use property::filter::PropertyCache;
 pub use property::property_parser::parse_property;
 pub use property::property_parser::parse_property_tree;
diff --git a/src/property/rocks_property.rs b/src/property/rocks_property.rs
index 3c59f373..5a12a7e5 100644
--- a/src/property/rocks_property.rs
+++ b/src/property/rocks_property.rs
@@ -32,8 +32,7 @@ use serde_cbor::{from_slice, to_vec};
 use serde_json::to_value;
 use serde_json::Value as JsonValue;
 
-use generic::IdType;
-pub use generic::Iter;
+use generic::{IdType, Iter};
 use property::{PropertyError, PropertyGraph};
 
 pub struct RocksProperty {

From da576a708d650ce52cc9a2dec43781be1498d733 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Tue, 21 May 2019 14:56:23 +1000
Subject: [PATCH 245/391] Added tests and remove warnings

---
 src/property/filter/hash_property_cache.rs |  4 ++--
 src/property/filter/mod.rs                 |  2 +-
 tests/cypher_tree/string.txt               | 20 ++++++++++++++++++++
 tests/property.rs                          | 22 +++++++++++-----------
 tests/property_parser.rs                   | 22 ++++++++++++++--------
 5 files changed, 48 insertions(+), 22 deletions(-)
 create mode 100644 tests/cypher_tree/string.txt

diff --git a/src/property/filter/hash_property_cache.rs b/src/property/filter/hash_property_cache.rs
index 7edebdc3..3d2c18d0 100644
--- a/src/property/filter/hash_property_cache.rs
+++ b/src/property/filter/hash_property_cache.rs
@@ -22,7 +22,7 @@
 use generic::IdType;
 use hashbrown::HashMap;
 use property::filter::{EdgeCache, NodeCache, PropertyResult};
-use property::{PropertyError, PropertyGraph};
+use property::PropertyError;
 
 use serde_json::json;
 use serde_json::Value as JsonValue;
@@ -96,7 +96,7 @@ impl<Id: IdType> EdgeCache<Id> for HashEdgeCache<Id> {
     }
 
     fn set(&mut self, src: Id, dst: Id, value: JsonValue) -> bool {
-        let mut result = false;
+        let result = false;
         let mut_target = self.edge_map.get_mut(src.id()).unwrap();
         mut_target.insert(dst, value);
         result
diff --git a/src/property/filter/mod.rs b/src/property/filter/mod.rs
index 905008fb..f5a18c78 100644
--- a/src/property/filter/mod.rs
+++ b/src/property/filter/mod.rs
@@ -42,7 +42,7 @@ use serde_json::json;
 use serde_json::Value as JsonValue;
 use std::borrow::Cow;
 
-use property::{PropertyError, PropertyGraph};
+use property::PropertyError;
 
 pub use property::filter::arithmetic_expression::ArithmeticExpression;
 pub use property::filter::edge_property_filter::filter_edge;
diff --git a/tests/cypher_tree/string.txt b/tests/cypher_tree/string.txt
new file mode 100644
index 00000000..5fefc494
--- /dev/null
+++ b/tests/cypher_tree/string.txt
@@ -0,0 +1,20 @@
+        " @0   0..70  statement               body=@1\n",
+        " @1   0..70  > query                 clauses=[@2, @19]\n",
+        " @2   0..62  > > MATCH               pattern=@3, where=@14\n",
+        " @3   6..41  > > > pattern           paths=[@4]\n",
+        " @4   6..41  > > > > pattern path    (@5)-[@8]-(@11)\n",
+        " @5   6..17  > > > > > node pattern  (@6:@7)\n",
+        " @6   7..9   > > > > > > identifier  `1`\n",
+        " @7   9..16  > > > > > > label       :`Person`\n",
+        " @8  17..30  > > > > > rel pattern   -[@9:@10]->\n",
+        " @9  19..21  > > > > > > identifier  `4`\n",
+        "@10  21..27  > > > > > > rel type    :`knows`\n",
+        "@11  30..41  > > > > > node pattern  (@12:@13)\n",
+        "@12  31..33  > > > > > > identifier  `0`\n",
+        "@13  33..40  > > > > > > label       :`Person`\n",
+        "@14  48..62  > > > binary operator   @15 = @18\n",
+        "@15  48..56  > > > > property        @16.@17\n",
+        "@16  48..50  > > > > > identifier    `1`\n",
+        "@17  51..55  > > > > > prop name     `name`\n",
+        "@18  58..61  > > > > string          \"K\"\n",
+        "@19  62..70  > > RETURN              *, projections=[]\n"
\ No newline at end of file
diff --git a/tests/property.rs b/tests/property.rs
index 7e76738a..2f62e083 100644
--- a/tests/property.rs
+++ b/tests/property.rs
@@ -36,7 +36,7 @@ fn test_cached_boolean_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -63,7 +63,7 @@ fn test_cached_num_compare_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -97,7 +97,7 @@ fn test_cached_arithmetic_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -133,7 +133,7 @@ fn test_cached_logical_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -160,7 +160,7 @@ fn test_cached_string_compare_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -194,7 +194,7 @@ fn test_cached_string_concat_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -221,7 +221,7 @@ fn test_cached_range_predicate_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -241,7 +241,7 @@ fn test_cached_error_boolean_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -316,7 +316,7 @@ fn test_cached_complex_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -334,7 +334,7 @@ fn test_sled_boolean_expression() {
     let exp = Box::new(Var::new("is_member".to_owned()));
 
     let property_graph = create_default_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -361,7 +361,7 @@ fn test_sled_num_compare_expression() {
 
     let property_graph = create_default_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
diff --git a/tests/property_parser.rs b/tests/property_parser.rs
index c37ce6cb..8e9f7b9a 100644
--- a/tests/property_parser.rs
+++ b/tests/property_parser.rs
@@ -37,6 +37,12 @@ use std::fs::File;
 use std::io::prelude::*;
 use std::io::BufReader;
 
+#[test]
+fn test_string_value() {
+    let result = lines_from_file("tests/cypher_tree/string.txt");
+    let _expression_cache = parse_property_tree(result.clone()).clone();
+}
+
 #[test]
 fn test_empty_tree() {
     let result = lines_from_file("tests/cypher_tree/empty.txt");
@@ -60,7 +66,7 @@ fn test_cypher_two_vars() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -83,7 +89,7 @@ fn test_cypher_two_vars2() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -107,7 +113,7 @@ fn test_cypher_two_vars3() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -130,7 +136,7 @@ fn test_cypher_two_vars4() {
     let exp = parse_property_tree(result);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -147,7 +153,7 @@ fn test_cypher_larger_than() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -170,7 +176,7 @@ fn test_cypher_number_addition() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -193,7 +199,7 @@ fn test_cypher_string_contains() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -216,7 +222,7 @@ fn test_cypher_and_operator() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())

From 3ecf7274ed743d94d1259e0590644e417b727381 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Tue, 21 May 2019 14:56:43 +1000
Subject: [PATCH 246/391] Add route function for property cache

---
 src/property/filter/property_cache.rs | 74 +++++++++++++++++++++++++--
 1 file changed, 69 insertions(+), 5 deletions(-)

diff --git a/src/property/filter/property_cache.rs b/src/property/filter/property_cache.rs
index e12fe0bd..12afd02c 100644
--- a/src/property/filter/property_cache.rs
+++ b/src/property/filter/property_cache.rs
@@ -41,6 +41,7 @@ pub struct PropertyCache<
     phantom: PhantomData<Id>,
     node_disabled: bool,
     edge_disabled: bool,
+    route_fn: Option<Box<Fn(Id) -> bool + 'static>>,
 }
 
 unsafe impl Sync for PropertyCache {}
@@ -53,6 +54,7 @@ impl<Id: IdType, PG: PropertyGraph<Id>> PropertyCache<Id, PG> {
         max_id: Id,
         node_disabled: bool,
         edge_disabled: bool,
+        route_fn: Option<Box<Fn(Id) -> bool + 'static>>
     ) -> Self {
         PropertyCache {
             property_graph,
@@ -69,6 +71,7 @@ impl<Id: IdType, PG: PropertyGraph<Id>> PropertyCache<Id, PG> {
             phantom: PhantomData,
             node_disabled,
             edge_disabled,
+            route_fn,
         }
     }
 }
@@ -84,6 +87,7 @@ PropertyCache<Id, PG, NC, EC>
         if self.is_disabled() {
             panic!("Property Graph Disabled.")
         }
+        let route = self.route_fn.as_ref();
         let mut_node_cache = &mut self.node_cache;
         let mut_edge_cache = &mut self.edge_cache;
         let property_graph = self.property_graph.clone().unwrap();
@@ -91,7 +95,12 @@ PropertyCache<Id, PG, NC, EC>
         let edge_disabled = self.edge_disabled;
 
         if !node_disabled {
-            for node in nodes {
+            let node_iter: Box<Iterator<Item = Id>> = if route.is_none() {
+                Box::new(nodes.into_iter())
+            } else {
+                Box::new(nodes.into_iter().filter(|x|(route.unwrap())(*x)))
+            };
+            for node in node_iter {
                 let mut value = json!(null);
                 if let Some(result) = property_graph.get_node_property_all(node)? {
                     value = result;
@@ -101,7 +110,12 @@ PropertyCache<Id, PG, NC, EC>
         }
 
         if !edge_disabled {
-            for edge in edges {
+            let edge_iter: Box<Iterator<Item = (Id, Id)>> = if route.is_none() {
+                Box::new(edges.into_iter())
+            } else {
+                Box::new(edges.into_iter().filter(|x|(route.unwrap())(x.0)))
+            };
+            for edge in edge_iter {
                 let (mut src, mut dst) = edge;
                 let mut value = json!(null);
                 if let Some(result) = property_graph.get_edge_property_all(src, dst)? {
@@ -156,7 +170,6 @@ mod test {
     extern crate tempdir;
 
     use super::*;
-    use property::filter::{HashEdgeCache, HashNodeCache};
     use property::RocksProperty as DefaultProperty;
     use serde_json::json;
     use std::collections::HashMap;
@@ -192,7 +205,8 @@ mod test {
             Some(Arc::new(graph)),
             5,
             false,
-            false
+            false,
+            None
         );
         property_cache
             .pre_fetch(
@@ -215,7 +229,57 @@ mod test {
 
     #[test]
     fn test_new_disabled_property_cache() {
-        let property_cache: PropertyCache<u32, DefaultProperty> = PropertyCache::new(None, 0, false, false);
+        let property_cache: PropertyCache<u32, DefaultProperty> = PropertyCache::new(None, 0, false, false, None);
         assert_eq!(property_cache.is_disabled(), true);
     }
+
+    #[test]
+    fn test_route_fn_property_cache() {
+        let mut node_property = HashMap::new();
+        let mut edge_property = HashMap::new();
+
+        node_property.insert(5u32, json!({"age": 5}));
+        node_property.insert(1, json!({"age": 10}));
+        node_property.insert(2, json!({"age": 15}));
+        edge_property.insert((5u32, 1u32), json!({"length": 7}));
+        edge_property.insert((1, 2), json!({"length": 8}));
+        edge_property.insert((2, 5), json!({"length": 9}));
+
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        let graph = DefaultProperty::with_data(
+            node_path,
+            edge_path,
+            node_property.clone().into_iter(),
+            edge_property.clone().into_iter(),
+            true,
+        )
+            .unwrap();
+
+        fn my_route<Id: IdType>(x: Id) -> bool {
+            if x.id() % 2 == 1 {
+                true
+            } else {
+                false
+            }
+        }
+
+        let mut property_cache = PropertyCache::new(
+            Some(Arc::new(graph)),
+            5u32,
+            false,
+            false,
+            Some(Box::new(my_route))
+        );
+
+        property_cache.pre_fetch(1u32..2, vec![].into_iter()).unwrap();
+        assert_eq!(*property_cache.get_node_property(1u32).unwrap(), json!({"age": 10}));
+        assert_eq!(*property_cache.get_node_property(2u32).unwrap(), json!(null));
+
+
+    }
 }

From 3930e341f3d449adc44f0935fe6b0076b95c0237 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Tue, 21 May 2019 14:57:11 +1000
Subject: [PATCH 247/391] Cargo fmt

---
 src/property/filter/arithmetic_expression.rs |  2 +-
 src/property/filter/hash_property_cache.rs   |  8 +---
 src/property/filter/mod.rs                   |  4 +-
 src/property/filter/predicate_expression.rs  |  2 +-
 src/property/filter/property_cache.rs        | 45 ++++++++++----------
 src/property/filter/value_expression.rs      |  6 +--
 src/property/property_parser.rs              |  1 -
 tests/property.rs                            | 33 +++++++++-----
 tests/property_parser.rs                     | 24 +++++++----
 9 files changed, 68 insertions(+), 57 deletions(-)

diff --git a/src/property/filter/arithmetic_expression.rs b/src/property/filter/arithmetic_expression.rs
index bb9801ed..ec398c45 100644
--- a/src/property/filter/arithmetic_expression.rs
+++ b/src/property/filter/arithmetic_expression.rs
@@ -18,9 +18,9 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-use std::borrow::Cow;
 use property::filter::expression_operator::*;
 use property::filter::{Expression, PropertyResult};
+use std::borrow::Cow;
 
 use serde_json::Value as JsonValue;
 
diff --git a/src/property/filter/hash_property_cache.rs b/src/property/filter/hash_property_cache.rs
index 3d2c18d0..396c3c91 100644
--- a/src/property/filter/hash_property_cache.rs
+++ b/src/property/filter/hash_property_cache.rs
@@ -41,9 +41,7 @@ impl HashNodeCache {
 
 impl Default for HashNodeCache {
     fn default() -> Self {
-        HashNodeCache {
-            node_map: vec![],
-        }
+        HashNodeCache { node_map: vec![] }
     }
 }
 
@@ -76,9 +74,7 @@ impl<Id: IdType> HashEdgeCache<Id> {
 
 impl<Id: IdType> Default for HashEdgeCache<Id> {
     fn default() -> Self {
-        HashEdgeCache {
-            edge_map: vec![],
-        }
+        HashEdgeCache { edge_map: vec![] }
     }
 }
 
diff --git a/src/property/filter/mod.rs b/src/property/filter/mod.rs
index f5a18c78..e1e286ba 100644
--- a/src/property/filter/mod.rs
+++ b/src/property/filter/mod.rs
@@ -61,7 +61,7 @@ pub fn empty_expression() -> Box<Expression> {
 
 pub trait Expression {
     // Get the result of expression as a Json Value.
-    fn get_value<'a>(&'a self, var: &'a JsonValue) -> PropertyResult<Cow<'a,JsonValue>>;
+    fn get_value<'a>(&'a self, var: &'a JsonValue) -> PropertyResult<Cow<'a, JsonValue>>;
 
     fn box_clone(&self) -> Box<Expression>;
 }
@@ -91,5 +91,3 @@ pub trait EdgeCache<Id: IdType> {
 
     fn set(&mut self, src: Id, dst: Id, value: JsonValue) -> bool;
 }
-
-
diff --git a/src/property/filter/predicate_expression.rs b/src/property/filter/predicate_expression.rs
index e0c8d0c0..4b1f0034 100644
--- a/src/property/filter/predicate_expression.rs
+++ b/src/property/filter/predicate_expression.rs
@@ -18,9 +18,9 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-use std::borrow::Cow;
 use property::filter::expression_operator::*;
 use property::filter::{Expression, PropertyResult};
+use std::borrow::Cow;
 
 use serde_json::Value as JsonValue;
 
diff --git a/src/property/filter/property_cache.rs b/src/property/filter/property_cache.rs
index 12afd02c..2317d840 100644
--- a/src/property/filter/property_cache.rs
+++ b/src/property/filter/property_cache.rs
@@ -25,8 +25,8 @@ use generic::{DefaultId, IdType};
 use property::filter::{EdgeCache, HashEdgeCache, HashNodeCache, NodeCache, PropertyResult};
 use property::{PropertyGraph, RocksProperty};
 
-use serde_json::Value as JsonValue;
 use serde_json::json;
+use serde_json::Value as JsonValue;
 use std::marker::{Send, Sync};
 
 pub struct PropertyCache<
@@ -54,7 +54,7 @@ impl<Id: IdType, PG: PropertyGraph<Id>> PropertyCache<Id, PG> {
         max_id: Id,
         node_disabled: bool,
         edge_disabled: bool,
-        route_fn: Option<Box<Fn(Id) -> bool + 'static>>
+        route_fn: Option<Box<Fn(Id) -> bool + 'static>>,
     ) -> Self {
         PropertyCache {
             property_graph,
@@ -77,9 +77,9 @@ impl<Id: IdType, PG: PropertyGraph<Id>> PropertyCache<Id, PG> {
 }
 
 impl<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>
-PropertyCache<Id, PG, NC, EC>
+    PropertyCache<Id, PG, NC, EC>
 {
-    pub fn pre_fetch<NI: IntoIterator<Item=Id>, EI: IntoIterator<Item=(Id, Id)>>(
+    pub fn pre_fetch<NI: IntoIterator<Item = Id>, EI: IntoIterator<Item = (Id, Id)>>(
         &mut self,
         nodes: NI,
         edges: EI,
@@ -98,7 +98,7 @@ PropertyCache<Id, PG, NC, EC>
             let node_iter: Box<Iterator<Item = Id>> = if route.is_none() {
                 Box::new(nodes.into_iter())
             } else {
-                Box::new(nodes.into_iter().filter(|x|(route.unwrap())(*x)))
+                Box::new(nodes.into_iter().filter(|x| (route.unwrap())(*x)))
             };
             for node in node_iter {
                 let mut value = json!(null);
@@ -113,7 +113,7 @@ PropertyCache<Id, PG, NC, EC>
             let edge_iter: Box<Iterator<Item = (Id, Id)>> = if route.is_none() {
                 Box::new(edges.into_iter())
             } else {
-                Box::new(edges.into_iter().filter(|x|(route.unwrap())(x.0)))
+                Box::new(edges.into_iter().filter(|x| (route.unwrap())(x.0)))
             };
             for edge in edge_iter {
                 let (mut src, mut dst) = edge;
@@ -199,15 +199,9 @@ mod test {
             edge_property.clone().into_iter(),
             true,
         )
-            .unwrap();
+        .unwrap();
 
-        let mut property_cache = PropertyCache::new(
-            Some(Arc::new(graph)),
-            5,
-            false,
-            false,
-            None
-        );
+        let mut property_cache = PropertyCache::new(Some(Arc::new(graph)), 5, false, false, None);
         property_cache
             .pre_fetch(
                 vec![5u32, 1u32, 2u32].into_iter(),
@@ -229,7 +223,8 @@ mod test {
 
     #[test]
     fn test_new_disabled_property_cache() {
-        let property_cache: PropertyCache<u32, DefaultProperty> = PropertyCache::new(None, 0, false, false, None);
+        let property_cache: PropertyCache<u32, DefaultProperty> =
+            PropertyCache::new(None, 0, false, false, None);
         assert_eq!(property_cache.is_disabled(), true);
     }
 
@@ -258,7 +253,7 @@ mod test {
             edge_property.clone().into_iter(),
             true,
         )
-            .unwrap();
+        .unwrap();
 
         fn my_route<Id: IdType>(x: Id) -> bool {
             if x.id() % 2 == 1 {
@@ -273,13 +268,19 @@ mod test {
             5u32,
             false,
             false,
-            Some(Box::new(my_route))
+            Some(Box::new(my_route)),
         );
 
-        property_cache.pre_fetch(1u32..2, vec![].into_iter()).unwrap();
-        assert_eq!(*property_cache.get_node_property(1u32).unwrap(), json!({"age": 10}));
-        assert_eq!(*property_cache.get_node_property(2u32).unwrap(), json!(null));
-
-
+        property_cache
+            .pre_fetch(1u32..2, vec![].into_iter())
+            .unwrap();
+        assert_eq!(
+            *property_cache.get_node_property(1u32).unwrap(),
+            json!({"age": 10})
+        );
+        assert_eq!(
+            *property_cache.get_node_property(2u32).unwrap(),
+            json!(null)
+        );
     }
 }
diff --git a/src/property/filter/value_expression.rs b/src/property/filter/value_expression.rs
index 6178bb09..747a20c1 100644
--- a/src/property/filter/value_expression.rs
+++ b/src/property/filter/value_expression.rs
@@ -18,9 +18,9 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-use std::borrow::Cow;
 use property::filter::{Expression, PropertyResult};
 use property::PropertyError;
+use std::borrow::Cow;
 
 use serde_json::Value as JsonValue;
 
@@ -37,15 +37,13 @@ impl Var {
 
 impl Expression for Var {
     // Get value of queried attribute of node
-    fn get_value<'a>(&'a self, var: &'a JsonValue) -> PropertyResult<Cow<'a,JsonValue>> {
+    fn get_value<'a>(&'a self, var: &'a JsonValue) -> PropertyResult<Cow<'a, JsonValue>> {
         let result_option = var.get(&self.attribute);
         if let Some(result) = result_option {
             Ok(Cow::Borrowed(result))
         } else {
             Err(PropertyError::JsonObjectFieldError)
         }
-
-
     }
 
     fn box_clone(&self) -> Box<Expression> {
diff --git a/src/property/property_parser.rs b/src/property/property_parser.rs
index 60f02a15..ae2919f9 100644
--- a/src/property/property_parser.rs
+++ b/src/property/property_parser.rs
@@ -89,7 +89,6 @@ pub fn parse_property_tree(cypher_tree: Vec<String>) -> ExpressionCache {
             }
         }
 
-
         for key in all_property.keys() {
             let id: usize = key.parse::<usize>().unwrap();
             if id < node_count {
diff --git a/tests/property.rs b/tests/property.rs
index 2f62e083..b510c932 100644
--- a/tests/property.rs
+++ b/tests/property.rs
@@ -36,7 +36,8 @@ fn test_cached_boolean_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+    let mut property_cache =
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -63,7 +64,8 @@ fn test_cached_num_compare_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+    let mut property_cache =
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -97,7 +99,8 @@ fn test_cached_arithmetic_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+    let mut property_cache =
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -133,7 +136,8 @@ fn test_cached_logical_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+    let mut property_cache =
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -160,7 +164,8 @@ fn test_cached_string_compare_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+    let mut property_cache =
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -194,7 +199,8 @@ fn test_cached_string_concat_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+    let mut property_cache =
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -221,7 +227,8 @@ fn test_cached_range_predicate_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+    let mut property_cache =
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -241,7 +248,8 @@ fn test_cached_error_boolean_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+    let mut property_cache =
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -316,7 +324,8 @@ fn test_cached_complex_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+    let mut property_cache =
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -334,7 +343,8 @@ fn test_sled_boolean_expression() {
     let exp = Box::new(Var::new("is_member".to_owned()));
 
     let property_graph = create_default_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+    let mut property_cache =
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -361,7 +371,8 @@ fn test_sled_num_compare_expression() {
 
     let property_graph = create_default_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+    let mut property_cache =
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
diff --git a/tests/property_parser.rs b/tests/property_parser.rs
index 8e9f7b9a..874986d2 100644
--- a/tests/property_parser.rs
+++ b/tests/property_parser.rs
@@ -66,7 +66,8 @@ fn test_cypher_two_vars() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+    let mut property_cache =
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -89,7 +90,8 @@ fn test_cypher_two_vars2() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+    let mut property_cache =
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -113,7 +115,8 @@ fn test_cypher_two_vars3() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+    let mut property_cache =
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -136,7 +139,8 @@ fn test_cypher_two_vars4() {
     let exp = parse_property_tree(result);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+    let mut property_cache =
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -153,7 +157,8 @@ fn test_cypher_larger_than() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+    let mut property_cache =
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -176,7 +181,8 @@ fn test_cypher_number_addition() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+    let mut property_cache =
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -199,7 +205,8 @@ fn test_cypher_string_contains() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+    let mut property_cache =
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -222,7 +229,8 @@ fn test_cypher_and_operator() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+    let mut property_cache =
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())

From a79a781c26d3ec52b8ec6c7c0883153d5258e634 Mon Sep 17 00:00:00 2001
From: Longbin Lai <longbin.lai@gmail.com>
Date: Tue, 21 May 2019 19:39:04 +1000
Subject: [PATCH 248/391] Fix programming glitches.

---
 src/property/filter/property_cache.rs | 16 ++++++++--------
 1 file changed, 8 insertions(+), 8 deletions(-)

diff --git a/src/property/filter/property_cache.rs b/src/property/filter/property_cache.rs
index 2317d840..2b63b89b 100644
--- a/src/property/filter/property_cache.rs
+++ b/src/property/filter/property_cache.rs
@@ -23,7 +23,7 @@ use std::sync::Arc;
 
 use generic::{DefaultId, IdType};
 use property::filter::{EdgeCache, HashEdgeCache, HashNodeCache, NodeCache, PropertyResult};
-use property::{PropertyGraph, RocksProperty};
+use property::{PropertyError, PropertyGraph, RocksProperty};
 
 use serde_json::json;
 use serde_json::Value as JsonValue;
@@ -87,7 +87,7 @@ impl<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>
         if self.is_disabled() {
             panic!("Property Graph Disabled.")
         }
-        let route = self.route_fn.as_ref();
+        let _route = self.route_fn.as_ref();
         let mut_node_cache = &mut self.node_cache;
         let mut_edge_cache = &mut self.edge_cache;
         let property_graph = self.property_graph.clone().unwrap();
@@ -95,10 +95,10 @@ impl<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>
         let edge_disabled = self.edge_disabled;
 
         if !node_disabled {
-            let node_iter: Box<Iterator<Item = Id>> = if route.is_none() {
+            let node_iter: Box<Iterator<Item = Id>> = if let Some(route) = _route {
                 Box::new(nodes.into_iter())
             } else {
-                Box::new(nodes.into_iter().filter(|x| (route.unwrap())(*x)))
+                Box::new(nodes.into_iter().filter(|x| (route)(*x)))
             };
             for node in node_iter {
                 let mut value = json!(null);
@@ -110,10 +110,10 @@ impl<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>
         }
 
         if !edge_disabled {
-            let edge_iter: Box<Iterator<Item = (Id, Id)>> = if route.is_none() {
+            let edge_iter: Box<Iterator<Item = (Id, Id)>> = if let Some(route) = _route {
                 Box::new(edges.into_iter())
             } else {
-                Box::new(edges.into_iter().filter(|x| (route.unwrap())(x.0)))
+                Box::new(edges.into_iter().filter(|x| (route)(x.0)))
             };
             for edge in edge_iter {
                 let (mut src, mut dst) = edge;
@@ -135,14 +135,14 @@ impl<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>
 
     pub fn get_node_property(&self, id: Id) -> PropertyResult<&JsonValue> {
         if self.is_disabled() {
-            panic!("Property Graph Disabled.")
+            return Err(PropertyError::DBNotFoundError);
         }
         self.node_cache.get(id)
     }
 
     pub fn get_edge_property(&self, mut src: Id, mut dst: Id) -> PropertyResult<&JsonValue> {
         if self.is_disabled() {
-            panic!("Property Graph Disabled.")
+            return Err(PropertyError::DBNotFoundError);
         }
         if src > dst {
             let temp = src;

From a2a13a09d9eca1ee14e0b81ac2a0a17053cf2666 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Tue, 21 May 2019 19:46:25 +1000
Subject: [PATCH 249/391] Fixed bug in property cache

---
 src/property/filter/property_cache.rs | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/src/property/filter/property_cache.rs b/src/property/filter/property_cache.rs
index 2b63b89b..6de92501 100644
--- a/src/property/filter/property_cache.rs
+++ b/src/property/filter/property_cache.rs
@@ -96,9 +96,9 @@ impl<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>
 
         if !node_disabled {
             let node_iter: Box<Iterator<Item = Id>> = if let Some(route) = _route {
-                Box::new(nodes.into_iter())
-            } else {
                 Box::new(nodes.into_iter().filter(|x| (route)(*x)))
+            } else {
+                Box::new(nodes.into_iter())
             };
             for node in node_iter {
                 let mut value = json!(null);
@@ -111,9 +111,9 @@ impl<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>
 
         if !edge_disabled {
             let edge_iter: Box<Iterator<Item = (Id, Id)>> = if let Some(route) = _route {
-                Box::new(edges.into_iter())
-            } else {
                 Box::new(edges.into_iter().filter(|x| (route)(x.0)))
+            } else {
+                Box::new(edges.into_iter())
             };
             for edge in edge_iter {
                 let (mut src, mut dst) = edge;

From 1dbb7a3d186f3ba2ef00fb73c063d9a0da1954ac Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Tue, 21 May 2019 19:52:46 +1000
Subject: [PATCH 250/391] Fixed life time bug with cache filtering

---
 src/property/filter/property_cache.rs | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/property/filter/property_cache.rs b/src/property/filter/property_cache.rs
index 6de92501..df1c0f62 100644
--- a/src/property/filter/property_cache.rs
+++ b/src/property/filter/property_cache.rs
@@ -96,7 +96,7 @@ impl<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>
 
         if !node_disabled {
             let node_iter: Box<Iterator<Item = Id>> = if let Some(route) = _route {
-                Box::new(nodes.into_iter().filter(|x| (route)(*x)))
+                Box::new(nodes.into_iter().filter(move |x| (route)(*x)))
             } else {
                 Box::new(nodes.into_iter())
             };
@@ -111,7 +111,7 @@ impl<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>
 
         if !edge_disabled {
             let edge_iter: Box<Iterator<Item = (Id, Id)>> = if let Some(route) = _route {
-                Box::new(edges.into_iter().filter(|x| (route)(x.0)))
+                Box::new(edges.into_iter().filter(move |x| (route)(x.0)))
             } else {
                 Box::new(edges.into_iter())
             };

From 43243c37e32245453d0ebdb77b92f64456094b22 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Tue, 21 May 2019 20:23:07 +1000
Subject: [PATCH 251/391] Increased parallelism for rocksdb

---
 src/property/rocks_property.rs | 7 +++++--
 1 file changed, 5 insertions(+), 2 deletions(-)

diff --git a/src/property/rocks_property.rs b/src/property/rocks_property.rs
index 5a12a7e5..5505b7b7 100644
--- a/src/property/rocks_property.rs
+++ b/src/property/rocks_property.rs
@@ -74,8 +74,11 @@ impl RocksProperty {
         if !(node_path.as_ref().exists() || edge_path.as_ref().exists()) {
             Err(PropertyError::DBNotFoundError)
         } else {
-            let node_tree = Tree::open_default(node_path)?;
-            let edge_tree = Tree::open_default(edge_path)?;
+            let mut opts = Options::default();
+            opts.increase_parallelism(30);
+
+            let node_tree = Tree::open(&opts, node_path)?;
+            let edge_tree = Tree::open(&opts, edge_path)?;
 
             Ok(RocksProperty {
                 node_property: node_tree,

From 7e4c962e42b5d3df05165a7ab64f1c2d4a270d48 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Tue, 21 May 2019 21:27:12 +1000
Subject: [PATCH 252/391] Revert "Moved disable determination to filtering
 function"

This reverts commit 779d2d4c1192d403ef5e19527265f513b7b0af46.
---
 src/property/filter/edge_property_filter.rs | 18 +++++++-----------
 src/property/filter/node_property_filter.rs | 16 ++++++----------
 2 files changed, 13 insertions(+), 21 deletions(-)

diff --git a/src/property/filter/edge_property_filter.rs b/src/property/filter/edge_property_filter.rs
index f29032bc..6145d00a 100644
--- a/src/property/filter/edge_property_filter.rs
+++ b/src/property/filter/edge_property_filter.rs
@@ -32,18 +32,14 @@ pub fn filter_edge<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: Edg
     property_cache: &PropertyCache<Id, PG, NC, EC>,
     expression: &Expression,
 ) -> bool {
-    if property_cache.is_disabled() || property_cache.is_edge_disabled() {
-        true
-    } else {
-        let result = get_edge_filter_result(id, property_cache, expression);
+    let result = get_edge_filter_result(id, property_cache, expression);
 
-        if result.is_err() {
-            debug!("edge {:?} has error {:?}", id, result.err().unwrap());
-            false
-        } else {
-            let bool_result = result.unwrap();
-            bool_result
-        }
+    if result.is_err() {
+        debug!("edge {:?} has error {:?}", id, result.err().unwrap());
+        false
+    } else {
+        let bool_result = result.unwrap();
+        bool_result
     }
 }
 
diff --git a/src/property/filter/node_property_filter.rs b/src/property/filter/node_property_filter.rs
index 4feb5216..a8e459a9 100644
--- a/src/property/filter/node_property_filter.rs
+++ b/src/property/filter/node_property_filter.rs
@@ -28,17 +28,13 @@ pub fn filter_node<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: Edg
     property_cache: &PropertyCache<Id, PG, NC, EC>,
     expression: &Expression,
 ) -> bool {
-    if property_cache.is_disabled() || property_cache.is_node_disabled() {
-        true
+    let result = get_node_filter_result(id, property_cache, expression);
+    if result.is_err() {
+        debug!("node {:?} has error {:?}", id, result.err().unwrap());
+        false
     } else {
-        let result = get_node_filter_result(id, property_cache, expression);
-        if result.is_err() {
-            debug!("node {:?} has error {:?}", id, result.err().unwrap());
-            false
-        } else {
-            let bool_result = result.unwrap();
-            bool_result
-        }
+        let bool_result = result.unwrap();
+        bool_result
     }
 }
 

From f90f6986c50b7a770416f78d1c4c80621799bd8b Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Tue, 21 May 2019 21:31:14 +1000
Subject: [PATCH 253/391] Backtrace

---
 src/graph_impl/graph_vec/mod.rs              |  11 +-
 src/property/fake_property.rs                | 143 -------------------
 src/property/filter/arithmetic_expression.rs |   2 +-
 src/property/filter/edge_property_filter.rs  |  18 ++-
 src/property/filter/hash_property_cache.rs   |  12 +-
 src/property/filter/mod.rs                   |   6 +-
 src/property/filter/node_property_filter.rs  |  16 ++-
 src/property/filter/predicate_expression.rs  |   2 +-
 src/property/filter/property_cache.rs        |  99 +++----------
 src/property/filter/value_expression.rs      |   6 +-
 src/property/mod.rs                          |   2 -
 src/property/property_parser.rs              |   1 +
 src/property/rocks_property.rs               |  10 +-
 tests/property.rs                            |  33 ++---
 tests/property_parser.rs                     |  27 ++--
 15 files changed, 84 insertions(+), 304 deletions(-)
 delete mode 100644 src/property/fake_property.rs

diff --git a/src/graph_impl/graph_vec/mod.rs b/src/graph_impl/graph_vec/mod.rs
index 397a42b9..abf28abb 100644
--- a/src/graph_impl/graph_vec/mod.rs
+++ b/src/graph_impl/graph_vec/mod.rs
@@ -186,8 +186,6 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
         max_node_id: Id,
         has_node_label: bool,
     ) -> Option<Vec<OL>> {
-        info!("Creating node labels");
-
         if !has_node_label {
             return None;
         }
@@ -228,8 +226,6 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
         max_node_id: Id,
         has_edge_label: bool,
     ) -> EdgeVec<Id, OL> {
-        info!("Creating edges");
-
         // TODO
         graph.par_sort_unstable();
         graph.dedup_by_key(|&mut (e, _)| e);
@@ -279,12 +275,9 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
     }
 
     fn get_in_edge_vec<OL: IdType>(mut graph: Vec<(Id, Id)>, max_node_id: Id) -> EdgeVec<Id, OL> {
-        info!("Creating in-edges");
-
         // TODO
         graph.par_sort_unstable();
-
-        let iter = graph.into_iter().dedup();
+        graph.dedup();
 
         let mut offsets = Vec::new();
         let mut edges = Vec::new();
@@ -296,7 +289,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
 
         let mut last = Id::new(0);
 
-        for (s, d) in iter {
+        for (s, d) in graph.into_iter() {
             while s > current {
                 offsets.push(offset);
                 current.increment();
diff --git a/src/property/fake_property.rs b/src/property/fake_property.rs
deleted file mode 100644
index eae02325..00000000
--- a/src/property/fake_property.rs
+++ /dev/null
@@ -1,143 +0,0 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-
-use std::path::Path;
-
-use serde::de::DeserializeOwned;
-use serde::Serialize;
-use serde_json::Value as JsonValue;
-
-use generic::{IdType, Iter};
-use property::{PropertyError, PropertyGraph};
-
-#[derive(Debug, PartialEq, Eq, Clone, Serialize, Deserialize)]
-pub struct FakeProperty;
-
-impl FakeProperty {
-    pub fn new<P: AsRef<Path>>(_node_path: P, _edge_path: P, _is_directed: bool) -> Self {
-        FakeProperty
-    }
-}
-
-impl<Id: IdType + Serialize + DeserializeOwned> PropertyGraph<Id> for FakeProperty {
-    #[inline]
-    fn get_node_property(
-        &self,
-        _id: Id,
-        _names: Vec<String>,
-    ) -> Result<Option<JsonValue>, PropertyError> {
-        Ok(None)
-    }
-
-    #[inline]
-    fn get_edge_property(
-        &self,
-        mut _src: Id,
-        mut _dst: Id,
-        _names: Vec<String>,
-    ) -> Result<Option<JsonValue>, PropertyError> {
-        Ok(None)
-    }
-
-    #[inline]
-    fn get_node_property_all(&self, _id: Id) -> Result<Option<JsonValue>, PropertyError> {
-        Ok(None)
-    }
-
-    #[inline]
-    fn get_edge_property_all(
-        &self,
-        mut _src: Id,
-        mut _dst: Id,
-    ) -> Result<Option<JsonValue>, PropertyError> {
-        Ok(None)
-    }
-
-    fn insert_node_property(
-        &mut self,
-        _id: Id,
-        _prop: JsonValue,
-    ) -> Result<Option<JsonValue>, PropertyError> {
-        Ok(None)
-    }
-
-    fn insert_edge_property(
-        &mut self,
-        _src: Id,
-        _dst: Id,
-        _prop: JsonValue,
-    ) -> Result<Option<JsonValue>, PropertyError> {
-        Ok(None)
-    }
-
-    fn extend_node_property<I: IntoIterator<Item = (Id, JsonValue)>>(
-        &mut self,
-        _props: I,
-    ) -> Result<(), PropertyError> {
-        Ok(())
-    }
-
-    fn extend_edge_property<I: IntoIterator<Item = ((Id, Id), JsonValue)>>(
-        &mut self,
-        _props: I,
-    ) -> Result<(), PropertyError> {
-        Ok(())
-    }
-
-    fn insert_node_raw(
-        &mut self,
-        _id: Id,
-        _prop: Vec<u8>,
-    ) -> Result<Option<JsonValue>, PropertyError> {
-        Ok(None)
-    }
-
-    fn insert_edge_raw(
-        &mut self,
-        mut _src: Id,
-        mut _dst: Id,
-        _prop: Vec<u8>,
-    ) -> Result<Option<JsonValue>, PropertyError> {
-        Ok(None)
-    }
-
-    fn extend_node_raw<I: IntoIterator<Item = (Id, Vec<u8>)>>(
-        &mut self,
-        _props: I,
-    ) -> Result<(), PropertyError> {
-        Ok(())
-    }
-
-    fn extend_edge_raw<I: IntoIterator<Item = ((Id, Id), Vec<u8>)>>(
-        &mut self,
-        _props: I,
-    ) -> Result<(), PropertyError> {
-        Ok(())
-    }
-
-    fn scan_node_property_all(&self) -> Iter<Result<(Id, JsonValue), PropertyError>> {
-        Iter::empty()
-    }
-
-    fn scan_edge_property_all(&self) -> Iter<Result<((Id, Id), JsonValue), PropertyError>> {
-        Iter::empty()
-    }
-}
diff --git a/src/property/filter/arithmetic_expression.rs b/src/property/filter/arithmetic_expression.rs
index ec398c45..bb9801ed 100644
--- a/src/property/filter/arithmetic_expression.rs
+++ b/src/property/filter/arithmetic_expression.rs
@@ -18,9 +18,9 @@
  * specific language governing permissions and limitations
  * under the License.
  */
+use std::borrow::Cow;
 use property::filter::expression_operator::*;
 use property::filter::{Expression, PropertyResult};
-use std::borrow::Cow;
 
 use serde_json::Value as JsonValue;
 
diff --git a/src/property/filter/edge_property_filter.rs b/src/property/filter/edge_property_filter.rs
index 6145d00a..f29032bc 100644
--- a/src/property/filter/edge_property_filter.rs
+++ b/src/property/filter/edge_property_filter.rs
@@ -32,14 +32,18 @@ pub fn filter_edge<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: Edg
     property_cache: &PropertyCache<Id, PG, NC, EC>,
     expression: &Expression,
 ) -> bool {
-    let result = get_edge_filter_result(id, property_cache, expression);
-
-    if result.is_err() {
-        debug!("edge {:?} has error {:?}", id, result.err().unwrap());
-        false
+    if property_cache.is_disabled() || property_cache.is_edge_disabled() {
+        true
     } else {
-        let bool_result = result.unwrap();
-        bool_result
+        let result = get_edge_filter_result(id, property_cache, expression);
+
+        if result.is_err() {
+            debug!("edge {:?} has error {:?}", id, result.err().unwrap());
+            false
+        } else {
+            let bool_result = result.unwrap();
+            bool_result
+        }
     }
 }
 
diff --git a/src/property/filter/hash_property_cache.rs b/src/property/filter/hash_property_cache.rs
index 396c3c91..7edebdc3 100644
--- a/src/property/filter/hash_property_cache.rs
+++ b/src/property/filter/hash_property_cache.rs
@@ -22,7 +22,7 @@
 use generic::IdType;
 use hashbrown::HashMap;
 use property::filter::{EdgeCache, NodeCache, PropertyResult};
-use property::PropertyError;
+use property::{PropertyError, PropertyGraph};
 
 use serde_json::json;
 use serde_json::Value as JsonValue;
@@ -41,7 +41,9 @@ impl HashNodeCache {
 
 impl Default for HashNodeCache {
     fn default() -> Self {
-        HashNodeCache { node_map: vec![] }
+        HashNodeCache {
+            node_map: vec![],
+        }
     }
 }
 
@@ -74,7 +76,9 @@ impl<Id: IdType> HashEdgeCache<Id> {
 
 impl<Id: IdType> Default for HashEdgeCache<Id> {
     fn default() -> Self {
-        HashEdgeCache { edge_map: vec![] }
+        HashEdgeCache {
+            edge_map: vec![],
+        }
     }
 }
 
@@ -92,7 +96,7 @@ impl<Id: IdType> EdgeCache<Id> for HashEdgeCache<Id> {
     }
 
     fn set(&mut self, src: Id, dst: Id, value: JsonValue) -> bool {
-        let result = false;
+        let mut result = false;
         let mut_target = self.edge_map.get_mut(src.id()).unwrap();
         mut_target.insert(dst, value);
         result
diff --git a/src/property/filter/mod.rs b/src/property/filter/mod.rs
index e1e286ba..905008fb 100644
--- a/src/property/filter/mod.rs
+++ b/src/property/filter/mod.rs
@@ -42,7 +42,7 @@ use serde_json::json;
 use serde_json::Value as JsonValue;
 use std::borrow::Cow;
 
-use property::PropertyError;
+use property::{PropertyError, PropertyGraph};
 
 pub use property::filter::arithmetic_expression::ArithmeticExpression;
 pub use property::filter::edge_property_filter::filter_edge;
@@ -61,7 +61,7 @@ pub fn empty_expression() -> Box<Expression> {
 
 pub trait Expression {
     // Get the result of expression as a Json Value.
-    fn get_value<'a>(&'a self, var: &'a JsonValue) -> PropertyResult<Cow<'a, JsonValue>>;
+    fn get_value<'a>(&'a self, var: &'a JsonValue) -> PropertyResult<Cow<'a,JsonValue>>;
 
     fn box_clone(&self) -> Box<Expression>;
 }
@@ -91,3 +91,5 @@ pub trait EdgeCache<Id: IdType> {
 
     fn set(&mut self, src: Id, dst: Id, value: JsonValue) -> bool;
 }
+
+
diff --git a/src/property/filter/node_property_filter.rs b/src/property/filter/node_property_filter.rs
index a8e459a9..4feb5216 100644
--- a/src/property/filter/node_property_filter.rs
+++ b/src/property/filter/node_property_filter.rs
@@ -28,13 +28,17 @@ pub fn filter_node<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: Edg
     property_cache: &PropertyCache<Id, PG, NC, EC>,
     expression: &Expression,
 ) -> bool {
-    let result = get_node_filter_result(id, property_cache, expression);
-    if result.is_err() {
-        debug!("node {:?} has error {:?}", id, result.err().unwrap());
-        false
+    if property_cache.is_disabled() || property_cache.is_node_disabled() {
+        true
     } else {
-        let bool_result = result.unwrap();
-        bool_result
+        let result = get_node_filter_result(id, property_cache, expression);
+        if result.is_err() {
+            debug!("node {:?} has error {:?}", id, result.err().unwrap());
+            false
+        } else {
+            let bool_result = result.unwrap();
+            bool_result
+        }
     }
 }
 
diff --git a/src/property/filter/predicate_expression.rs b/src/property/filter/predicate_expression.rs
index 4b1f0034..e0c8d0c0 100644
--- a/src/property/filter/predicate_expression.rs
+++ b/src/property/filter/predicate_expression.rs
@@ -18,9 +18,9 @@
  * specific language governing permissions and limitations
  * under the License.
  */
+use std::borrow::Cow;
 use property::filter::expression_operator::*;
 use property::filter::{Expression, PropertyResult};
-use std::borrow::Cow;
 
 use serde_json::Value as JsonValue;
 
diff --git a/src/property/filter/property_cache.rs b/src/property/filter/property_cache.rs
index df1c0f62..e12fe0bd 100644
--- a/src/property/filter/property_cache.rs
+++ b/src/property/filter/property_cache.rs
@@ -23,10 +23,10 @@ use std::sync::Arc;
 
 use generic::{DefaultId, IdType};
 use property::filter::{EdgeCache, HashEdgeCache, HashNodeCache, NodeCache, PropertyResult};
-use property::{PropertyError, PropertyGraph, RocksProperty};
+use property::{PropertyGraph, RocksProperty};
 
-use serde_json::json;
 use serde_json::Value as JsonValue;
+use serde_json::json;
 use std::marker::{Send, Sync};
 
 pub struct PropertyCache<
@@ -41,7 +41,6 @@ pub struct PropertyCache<
     phantom: PhantomData<Id>,
     node_disabled: bool,
     edge_disabled: bool,
-    route_fn: Option<Box<Fn(Id) -> bool + 'static>>,
 }
 
 unsafe impl Sync for PropertyCache {}
@@ -54,7 +53,6 @@ impl<Id: IdType, PG: PropertyGraph<Id>> PropertyCache<Id, PG> {
         max_id: Id,
         node_disabled: bool,
         edge_disabled: bool,
-        route_fn: Option<Box<Fn(Id) -> bool + 'static>>,
     ) -> Self {
         PropertyCache {
             property_graph,
@@ -71,15 +69,14 @@ impl<Id: IdType, PG: PropertyGraph<Id>> PropertyCache<Id, PG> {
             phantom: PhantomData,
             node_disabled,
             edge_disabled,
-            route_fn,
         }
     }
 }
 
 impl<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>
-    PropertyCache<Id, PG, NC, EC>
+PropertyCache<Id, PG, NC, EC>
 {
-    pub fn pre_fetch<NI: IntoIterator<Item = Id>, EI: IntoIterator<Item = (Id, Id)>>(
+    pub fn pre_fetch<NI: IntoIterator<Item=Id>, EI: IntoIterator<Item=(Id, Id)>>(
         &mut self,
         nodes: NI,
         edges: EI,
@@ -87,7 +84,6 @@ impl<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>
         if self.is_disabled() {
             panic!("Property Graph Disabled.")
         }
-        let _route = self.route_fn.as_ref();
         let mut_node_cache = &mut self.node_cache;
         let mut_edge_cache = &mut self.edge_cache;
         let property_graph = self.property_graph.clone().unwrap();
@@ -95,12 +91,7 @@ impl<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>
         let edge_disabled = self.edge_disabled;
 
         if !node_disabled {
-            let node_iter: Box<Iterator<Item = Id>> = if let Some(route) = _route {
-                Box::new(nodes.into_iter().filter(move |x| (route)(*x)))
-            } else {
-                Box::new(nodes.into_iter())
-            };
-            for node in node_iter {
+            for node in nodes {
                 let mut value = json!(null);
                 if let Some(result) = property_graph.get_node_property_all(node)? {
                     value = result;
@@ -110,12 +101,7 @@ impl<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>
         }
 
         if !edge_disabled {
-            let edge_iter: Box<Iterator<Item = (Id, Id)>> = if let Some(route) = _route {
-                Box::new(edges.into_iter().filter(move |x| (route)(x.0)))
-            } else {
-                Box::new(edges.into_iter())
-            };
-            for edge in edge_iter {
+            for edge in edges {
                 let (mut src, mut dst) = edge;
                 let mut value = json!(null);
                 if let Some(result) = property_graph.get_edge_property_all(src, dst)? {
@@ -135,14 +121,14 @@ impl<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>
 
     pub fn get_node_property(&self, id: Id) -> PropertyResult<&JsonValue> {
         if self.is_disabled() {
-            return Err(PropertyError::DBNotFoundError);
+            panic!("Property Graph Disabled.")
         }
         self.node_cache.get(id)
     }
 
     pub fn get_edge_property(&self, mut src: Id, mut dst: Id) -> PropertyResult<&JsonValue> {
         if self.is_disabled() {
-            return Err(PropertyError::DBNotFoundError);
+            panic!("Property Graph Disabled.")
         }
         if src > dst {
             let temp = src;
@@ -170,6 +156,7 @@ mod test {
     extern crate tempdir;
 
     use super::*;
+    use property::filter::{HashEdgeCache, HashNodeCache};
     use property::RocksProperty as DefaultProperty;
     use serde_json::json;
     use std::collections::HashMap;
@@ -199,9 +186,14 @@ mod test {
             edge_property.clone().into_iter(),
             true,
         )
-        .unwrap();
+            .unwrap();
 
-        let mut property_cache = PropertyCache::new(Some(Arc::new(graph)), 5, false, false, None);
+        let mut property_cache = PropertyCache::new(
+            Some(Arc::new(graph)),
+            5,
+            false,
+            false
+        );
         property_cache
             .pre_fetch(
                 vec![5u32, 1u32, 2u32].into_iter(),
@@ -223,64 +215,7 @@ mod test {
 
     #[test]
     fn test_new_disabled_property_cache() {
-        let property_cache: PropertyCache<u32, DefaultProperty> =
-            PropertyCache::new(None, 0, false, false, None);
+        let property_cache: PropertyCache<u32, DefaultProperty> = PropertyCache::new(None, 0, false, false);
         assert_eq!(property_cache.is_disabled(), true);
     }
-
-    #[test]
-    fn test_route_fn_property_cache() {
-        let mut node_property = HashMap::new();
-        let mut edge_property = HashMap::new();
-
-        node_property.insert(5u32, json!({"age": 5}));
-        node_property.insert(1, json!({"age": 10}));
-        node_property.insert(2, json!({"age": 15}));
-        edge_property.insert((5u32, 1u32), json!({"length": 7}));
-        edge_property.insert((1, 2), json!({"length": 8}));
-        edge_property.insert((2, 5), json!({"length": 9}));
-
-        let node = tempdir::TempDir::new("node").unwrap();
-        let edge = tempdir::TempDir::new("edge").unwrap();
-
-        let node_path = node.path();
-        let edge_path = edge.path();
-
-        let graph = DefaultProperty::with_data(
-            node_path,
-            edge_path,
-            node_property.clone().into_iter(),
-            edge_property.clone().into_iter(),
-            true,
-        )
-        .unwrap();
-
-        fn my_route<Id: IdType>(x: Id) -> bool {
-            if x.id() % 2 == 1 {
-                true
-            } else {
-                false
-            }
-        }
-
-        let mut property_cache = PropertyCache::new(
-            Some(Arc::new(graph)),
-            5u32,
-            false,
-            false,
-            Some(Box::new(my_route)),
-        );
-
-        property_cache
-            .pre_fetch(1u32..2, vec![].into_iter())
-            .unwrap();
-        assert_eq!(
-            *property_cache.get_node_property(1u32).unwrap(),
-            json!({"age": 10})
-        );
-        assert_eq!(
-            *property_cache.get_node_property(2u32).unwrap(),
-            json!(null)
-        );
-    }
 }
diff --git a/src/property/filter/value_expression.rs b/src/property/filter/value_expression.rs
index 747a20c1..6178bb09 100644
--- a/src/property/filter/value_expression.rs
+++ b/src/property/filter/value_expression.rs
@@ -18,9 +18,9 @@
  * specific language governing permissions and limitations
  * under the License.
  */
+use std::borrow::Cow;
 use property::filter::{Expression, PropertyResult};
 use property::PropertyError;
-use std::borrow::Cow;
 
 use serde_json::Value as JsonValue;
 
@@ -37,13 +37,15 @@ impl Var {
 
 impl Expression for Var {
     // Get value of queried attribute of node
-    fn get_value<'a>(&'a self, var: &'a JsonValue) -> PropertyResult<Cow<'a, JsonValue>> {
+    fn get_value<'a>(&'a self, var: &'a JsonValue) -> PropertyResult<Cow<'a,JsonValue>> {
         let result_option = var.get(&self.attribute);
         if let Some(result) = result_option {
             Ok(Cow::Borrowed(result))
         } else {
             Err(PropertyError::JsonObjectFieldError)
         }
+
+
     }
 
     fn box_clone(&self) -> Box<Expression> {
diff --git a/src/property/mod.rs b/src/property/mod.rs
index fb4e2d6c..24137d56 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -19,14 +19,12 @@
  * under the License.
  */
 pub mod cached_property;
-pub mod fake_property;
 pub mod filter;
 pub mod property_parser;
 pub mod rocks_property;
 //pub mod sled_property;
 
 pub use property::cached_property::CachedProperty;
-pub use property::fake_property::FakeProperty;
 pub use property::filter::PropertyCache;
 pub use property::property_parser::parse_property;
 pub use property::property_parser::parse_property_tree;
diff --git a/src/property/property_parser.rs b/src/property/property_parser.rs
index ae2919f9..60f02a15 100644
--- a/src/property/property_parser.rs
+++ b/src/property/property_parser.rs
@@ -89,6 +89,7 @@ pub fn parse_property_tree(cypher_tree: Vec<String>) -> ExpressionCache {
             }
         }
 
+
         for key in all_property.keys() {
             let id: usize = key.parse::<usize>().unwrap();
             if id < node_count {
diff --git a/src/property/rocks_property.rs b/src/property/rocks_property.rs
index 5505b7b7..3c59f373 100644
--- a/src/property/rocks_property.rs
+++ b/src/property/rocks_property.rs
@@ -32,7 +32,8 @@ use serde_cbor::{from_slice, to_vec};
 use serde_json::to_value;
 use serde_json::Value as JsonValue;
 
-use generic::{IdType, Iter};
+use generic::IdType;
+pub use generic::Iter;
 use property::{PropertyError, PropertyGraph};
 
 pub struct RocksProperty {
@@ -74,11 +75,8 @@ impl RocksProperty {
         if !(node_path.as_ref().exists() || edge_path.as_ref().exists()) {
             Err(PropertyError::DBNotFoundError)
         } else {
-            let mut opts = Options::default();
-            opts.increase_parallelism(30);
-
-            let node_tree = Tree::open(&opts, node_path)?;
-            let edge_tree = Tree::open(&opts, edge_path)?;
+            let node_tree = Tree::open_default(node_path)?;
+            let edge_tree = Tree::open_default(edge_path)?;
 
             Ok(RocksProperty {
                 node_property: node_tree,
diff --git a/tests/property.rs b/tests/property.rs
index b510c932..7e76738a 100644
--- a/tests/property.rs
+++ b/tests/property.rs
@@ -36,8 +36,7 @@ fn test_cached_boolean_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -64,8 +63,7 @@ fn test_cached_num_compare_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -99,8 +97,7 @@ fn test_cached_arithmetic_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -136,8 +133,7 @@ fn test_cached_logical_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -164,8 +160,7 @@ fn test_cached_string_compare_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -199,8 +194,7 @@ fn test_cached_string_concat_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -227,8 +221,7 @@ fn test_cached_range_predicate_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -248,8 +241,7 @@ fn test_cached_error_boolean_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -324,8 +316,7 @@ fn test_cached_complex_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -343,8 +334,7 @@ fn test_sled_boolean_expression() {
     let exp = Box::new(Var::new("is_member".to_owned()));
 
     let property_graph = create_default_property();
-    let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -371,8 +361,7 @@ fn test_sled_num_compare_expression() {
 
     let property_graph = create_default_property();
 
-    let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
diff --git a/tests/property_parser.rs b/tests/property_parser.rs
index 874986d2..0ce46c10 100644
--- a/tests/property_parser.rs
+++ b/tests/property_parser.rs
@@ -40,7 +40,8 @@ use std::io::BufReader;
 #[test]
 fn test_string_value() {
     let result = lines_from_file("tests/cypher_tree/string.txt");
-    let _expression_cache = parse_property_tree(result.clone()).clone();
+
+    let expression_cache = parse_property_tree(result.clone()).clone();
 }
 
 #[test]
@@ -66,8 +67,7 @@ fn test_cypher_two_vars() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -90,8 +90,7 @@ fn test_cypher_two_vars2() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -115,8 +114,7 @@ fn test_cypher_two_vars3() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -139,8 +137,7 @@ fn test_cypher_two_vars4() {
     let exp = parse_property_tree(result);
 
     let property_graph = create_cached_property();
-    let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -157,8 +154,7 @@ fn test_cypher_larger_than() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -181,8 +177,7 @@ fn test_cypher_number_addition() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -205,8 +200,7 @@ fn test_cypher_string_contains() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -229,8 +223,7 @@ fn test_cypher_and_operator() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())

From a8a51bbf9f6a89e56d2568e20eabd7a7107c1280 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Tue, 21 May 2019 21:52:24 +1000
Subject: [PATCH 254/391] Revert backtrace

---
 src/graph_impl/graph_vec/mod.rs              |  11 +-
 src/property/fake_property.rs                | 143 +++++++++++++++++++
 src/property/filter/arithmetic_expression.rs |   2 +-
 src/property/filter/hash_property_cache.rs   |  12 +-
 src/property/filter/mod.rs                   |   6 +-
 src/property/filter/predicate_expression.rs  |   2 +-
 src/property/filter/property_cache.rs        |  99 ++++++++++---
 src/property/filter/value_expression.rs      |   6 +-
 src/property/mod.rs                          |   2 +
 src/property/property_parser.rs              |   1 -
 src/property/rocks_property.rs               |  10 +-
 tests/property.rs                            |  33 +++--
 tests/property_parser.rs                     |  27 ++--
 13 files changed, 291 insertions(+), 63 deletions(-)
 create mode 100644 src/property/fake_property.rs

diff --git a/src/graph_impl/graph_vec/mod.rs b/src/graph_impl/graph_vec/mod.rs
index abf28abb..397a42b9 100644
--- a/src/graph_impl/graph_vec/mod.rs
+++ b/src/graph_impl/graph_vec/mod.rs
@@ -186,6 +186,8 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
         max_node_id: Id,
         has_node_label: bool,
     ) -> Option<Vec<OL>> {
+        info!("Creating node labels");
+
         if !has_node_label {
             return None;
         }
@@ -226,6 +228,8 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
         max_node_id: Id,
         has_edge_label: bool,
     ) -> EdgeVec<Id, OL> {
+        info!("Creating edges");
+
         // TODO
         graph.par_sort_unstable();
         graph.dedup_by_key(|&mut (e, _)| e);
@@ -275,9 +279,12 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
     }
 
     fn get_in_edge_vec<OL: IdType>(mut graph: Vec<(Id, Id)>, max_node_id: Id) -> EdgeVec<Id, OL> {
+        info!("Creating in-edges");
+
         // TODO
         graph.par_sort_unstable();
-        graph.dedup();
+
+        let iter = graph.into_iter().dedup();
 
         let mut offsets = Vec::new();
         let mut edges = Vec::new();
@@ -289,7 +296,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
 
         let mut last = Id::new(0);
 
-        for (s, d) in graph.into_iter() {
+        for (s, d) in iter {
             while s > current {
                 offsets.push(offset);
                 current.increment();
diff --git a/src/property/fake_property.rs b/src/property/fake_property.rs
new file mode 100644
index 00000000..eae02325
--- /dev/null
+++ b/src/property/fake_property.rs
@@ -0,0 +1,143 @@
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use std::path::Path;
+
+use serde::de::DeserializeOwned;
+use serde::Serialize;
+use serde_json::Value as JsonValue;
+
+use generic::{IdType, Iter};
+use property::{PropertyError, PropertyGraph};
+
+#[derive(Debug, PartialEq, Eq, Clone, Serialize, Deserialize)]
+pub struct FakeProperty;
+
+impl FakeProperty {
+    pub fn new<P: AsRef<Path>>(_node_path: P, _edge_path: P, _is_directed: bool) -> Self {
+        FakeProperty
+    }
+}
+
+impl<Id: IdType + Serialize + DeserializeOwned> PropertyGraph<Id> for FakeProperty {
+    #[inline]
+    fn get_node_property(
+        &self,
+        _id: Id,
+        _names: Vec<String>,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        Ok(None)
+    }
+
+    #[inline]
+    fn get_edge_property(
+        &self,
+        mut _src: Id,
+        mut _dst: Id,
+        _names: Vec<String>,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        Ok(None)
+    }
+
+    #[inline]
+    fn get_node_property_all(&self, _id: Id) -> Result<Option<JsonValue>, PropertyError> {
+        Ok(None)
+    }
+
+    #[inline]
+    fn get_edge_property_all(
+        &self,
+        mut _src: Id,
+        mut _dst: Id,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        Ok(None)
+    }
+
+    fn insert_node_property(
+        &mut self,
+        _id: Id,
+        _prop: JsonValue,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        Ok(None)
+    }
+
+    fn insert_edge_property(
+        &mut self,
+        _src: Id,
+        _dst: Id,
+        _prop: JsonValue,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        Ok(None)
+    }
+
+    fn extend_node_property<I: IntoIterator<Item = (Id, JsonValue)>>(
+        &mut self,
+        _props: I,
+    ) -> Result<(), PropertyError> {
+        Ok(())
+    }
+
+    fn extend_edge_property<I: IntoIterator<Item = ((Id, Id), JsonValue)>>(
+        &mut self,
+        _props: I,
+    ) -> Result<(), PropertyError> {
+        Ok(())
+    }
+
+    fn insert_node_raw(
+        &mut self,
+        _id: Id,
+        _prop: Vec<u8>,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        Ok(None)
+    }
+
+    fn insert_edge_raw(
+        &mut self,
+        mut _src: Id,
+        mut _dst: Id,
+        _prop: Vec<u8>,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        Ok(None)
+    }
+
+    fn extend_node_raw<I: IntoIterator<Item = (Id, Vec<u8>)>>(
+        &mut self,
+        _props: I,
+    ) -> Result<(), PropertyError> {
+        Ok(())
+    }
+
+    fn extend_edge_raw<I: IntoIterator<Item = ((Id, Id), Vec<u8>)>>(
+        &mut self,
+        _props: I,
+    ) -> Result<(), PropertyError> {
+        Ok(())
+    }
+
+    fn scan_node_property_all(&self) -> Iter<Result<(Id, JsonValue), PropertyError>> {
+        Iter::empty()
+    }
+
+    fn scan_edge_property_all(&self) -> Iter<Result<((Id, Id), JsonValue), PropertyError>> {
+        Iter::empty()
+    }
+}
diff --git a/src/property/filter/arithmetic_expression.rs b/src/property/filter/arithmetic_expression.rs
index bb9801ed..ec398c45 100644
--- a/src/property/filter/arithmetic_expression.rs
+++ b/src/property/filter/arithmetic_expression.rs
@@ -18,9 +18,9 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-use std::borrow::Cow;
 use property::filter::expression_operator::*;
 use property::filter::{Expression, PropertyResult};
+use std::borrow::Cow;
 
 use serde_json::Value as JsonValue;
 
diff --git a/src/property/filter/hash_property_cache.rs b/src/property/filter/hash_property_cache.rs
index 7edebdc3..396c3c91 100644
--- a/src/property/filter/hash_property_cache.rs
+++ b/src/property/filter/hash_property_cache.rs
@@ -22,7 +22,7 @@
 use generic::IdType;
 use hashbrown::HashMap;
 use property::filter::{EdgeCache, NodeCache, PropertyResult};
-use property::{PropertyError, PropertyGraph};
+use property::PropertyError;
 
 use serde_json::json;
 use serde_json::Value as JsonValue;
@@ -41,9 +41,7 @@ impl HashNodeCache {
 
 impl Default for HashNodeCache {
     fn default() -> Self {
-        HashNodeCache {
-            node_map: vec![],
-        }
+        HashNodeCache { node_map: vec![] }
     }
 }
 
@@ -76,9 +74,7 @@ impl<Id: IdType> HashEdgeCache<Id> {
 
 impl<Id: IdType> Default for HashEdgeCache<Id> {
     fn default() -> Self {
-        HashEdgeCache {
-            edge_map: vec![],
-        }
+        HashEdgeCache { edge_map: vec![] }
     }
 }
 
@@ -96,7 +92,7 @@ impl<Id: IdType> EdgeCache<Id> for HashEdgeCache<Id> {
     }
 
     fn set(&mut self, src: Id, dst: Id, value: JsonValue) -> bool {
-        let mut result = false;
+        let result = false;
         let mut_target = self.edge_map.get_mut(src.id()).unwrap();
         mut_target.insert(dst, value);
         result
diff --git a/src/property/filter/mod.rs b/src/property/filter/mod.rs
index 905008fb..e1e286ba 100644
--- a/src/property/filter/mod.rs
+++ b/src/property/filter/mod.rs
@@ -42,7 +42,7 @@ use serde_json::json;
 use serde_json::Value as JsonValue;
 use std::borrow::Cow;
 
-use property::{PropertyError, PropertyGraph};
+use property::PropertyError;
 
 pub use property::filter::arithmetic_expression::ArithmeticExpression;
 pub use property::filter::edge_property_filter::filter_edge;
@@ -61,7 +61,7 @@ pub fn empty_expression() -> Box<Expression> {
 
 pub trait Expression {
     // Get the result of expression as a Json Value.
-    fn get_value<'a>(&'a self, var: &'a JsonValue) -> PropertyResult<Cow<'a,JsonValue>>;
+    fn get_value<'a>(&'a self, var: &'a JsonValue) -> PropertyResult<Cow<'a, JsonValue>>;
 
     fn box_clone(&self) -> Box<Expression>;
 }
@@ -91,5 +91,3 @@ pub trait EdgeCache<Id: IdType> {
 
     fn set(&mut self, src: Id, dst: Id, value: JsonValue) -> bool;
 }
-
-
diff --git a/src/property/filter/predicate_expression.rs b/src/property/filter/predicate_expression.rs
index e0c8d0c0..4b1f0034 100644
--- a/src/property/filter/predicate_expression.rs
+++ b/src/property/filter/predicate_expression.rs
@@ -18,9 +18,9 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-use std::borrow::Cow;
 use property::filter::expression_operator::*;
 use property::filter::{Expression, PropertyResult};
+use std::borrow::Cow;
 
 use serde_json::Value as JsonValue;
 
diff --git a/src/property/filter/property_cache.rs b/src/property/filter/property_cache.rs
index e12fe0bd..df1c0f62 100644
--- a/src/property/filter/property_cache.rs
+++ b/src/property/filter/property_cache.rs
@@ -23,10 +23,10 @@ use std::sync::Arc;
 
 use generic::{DefaultId, IdType};
 use property::filter::{EdgeCache, HashEdgeCache, HashNodeCache, NodeCache, PropertyResult};
-use property::{PropertyGraph, RocksProperty};
+use property::{PropertyError, PropertyGraph, RocksProperty};
 
-use serde_json::Value as JsonValue;
 use serde_json::json;
+use serde_json::Value as JsonValue;
 use std::marker::{Send, Sync};
 
 pub struct PropertyCache<
@@ -41,6 +41,7 @@ pub struct PropertyCache<
     phantom: PhantomData<Id>,
     node_disabled: bool,
     edge_disabled: bool,
+    route_fn: Option<Box<Fn(Id) -> bool + 'static>>,
 }
 
 unsafe impl Sync for PropertyCache {}
@@ -53,6 +54,7 @@ impl<Id: IdType, PG: PropertyGraph<Id>> PropertyCache<Id, PG> {
         max_id: Id,
         node_disabled: bool,
         edge_disabled: bool,
+        route_fn: Option<Box<Fn(Id) -> bool + 'static>>,
     ) -> Self {
         PropertyCache {
             property_graph,
@@ -69,14 +71,15 @@ impl<Id: IdType, PG: PropertyGraph<Id>> PropertyCache<Id, PG> {
             phantom: PhantomData,
             node_disabled,
             edge_disabled,
+            route_fn,
         }
     }
 }
 
 impl<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>
-PropertyCache<Id, PG, NC, EC>
+    PropertyCache<Id, PG, NC, EC>
 {
-    pub fn pre_fetch<NI: IntoIterator<Item=Id>, EI: IntoIterator<Item=(Id, Id)>>(
+    pub fn pre_fetch<NI: IntoIterator<Item = Id>, EI: IntoIterator<Item = (Id, Id)>>(
         &mut self,
         nodes: NI,
         edges: EI,
@@ -84,6 +87,7 @@ PropertyCache<Id, PG, NC, EC>
         if self.is_disabled() {
             panic!("Property Graph Disabled.")
         }
+        let _route = self.route_fn.as_ref();
         let mut_node_cache = &mut self.node_cache;
         let mut_edge_cache = &mut self.edge_cache;
         let property_graph = self.property_graph.clone().unwrap();
@@ -91,7 +95,12 @@ PropertyCache<Id, PG, NC, EC>
         let edge_disabled = self.edge_disabled;
 
         if !node_disabled {
-            for node in nodes {
+            let node_iter: Box<Iterator<Item = Id>> = if let Some(route) = _route {
+                Box::new(nodes.into_iter().filter(move |x| (route)(*x)))
+            } else {
+                Box::new(nodes.into_iter())
+            };
+            for node in node_iter {
                 let mut value = json!(null);
                 if let Some(result) = property_graph.get_node_property_all(node)? {
                     value = result;
@@ -101,7 +110,12 @@ PropertyCache<Id, PG, NC, EC>
         }
 
         if !edge_disabled {
-            for edge in edges {
+            let edge_iter: Box<Iterator<Item = (Id, Id)>> = if let Some(route) = _route {
+                Box::new(edges.into_iter().filter(move |x| (route)(x.0)))
+            } else {
+                Box::new(edges.into_iter())
+            };
+            for edge in edge_iter {
                 let (mut src, mut dst) = edge;
                 let mut value = json!(null);
                 if let Some(result) = property_graph.get_edge_property_all(src, dst)? {
@@ -121,14 +135,14 @@ PropertyCache<Id, PG, NC, EC>
 
     pub fn get_node_property(&self, id: Id) -> PropertyResult<&JsonValue> {
         if self.is_disabled() {
-            panic!("Property Graph Disabled.")
+            return Err(PropertyError::DBNotFoundError);
         }
         self.node_cache.get(id)
     }
 
     pub fn get_edge_property(&self, mut src: Id, mut dst: Id) -> PropertyResult<&JsonValue> {
         if self.is_disabled() {
-            panic!("Property Graph Disabled.")
+            return Err(PropertyError::DBNotFoundError);
         }
         if src > dst {
             let temp = src;
@@ -156,7 +170,6 @@ mod test {
     extern crate tempdir;
 
     use super::*;
-    use property::filter::{HashEdgeCache, HashNodeCache};
     use property::RocksProperty as DefaultProperty;
     use serde_json::json;
     use std::collections::HashMap;
@@ -186,14 +199,9 @@ mod test {
             edge_property.clone().into_iter(),
             true,
         )
-            .unwrap();
+        .unwrap();
 
-        let mut property_cache = PropertyCache::new(
-            Some(Arc::new(graph)),
-            5,
-            false,
-            false
-        );
+        let mut property_cache = PropertyCache::new(Some(Arc::new(graph)), 5, false, false, None);
         property_cache
             .pre_fetch(
                 vec![5u32, 1u32, 2u32].into_iter(),
@@ -215,7 +223,64 @@ mod test {
 
     #[test]
     fn test_new_disabled_property_cache() {
-        let property_cache: PropertyCache<u32, DefaultProperty> = PropertyCache::new(None, 0, false, false);
+        let property_cache: PropertyCache<u32, DefaultProperty> =
+            PropertyCache::new(None, 0, false, false, None);
         assert_eq!(property_cache.is_disabled(), true);
     }
+
+    #[test]
+    fn test_route_fn_property_cache() {
+        let mut node_property = HashMap::new();
+        let mut edge_property = HashMap::new();
+
+        node_property.insert(5u32, json!({"age": 5}));
+        node_property.insert(1, json!({"age": 10}));
+        node_property.insert(2, json!({"age": 15}));
+        edge_property.insert((5u32, 1u32), json!({"length": 7}));
+        edge_property.insert((1, 2), json!({"length": 8}));
+        edge_property.insert((2, 5), json!({"length": 9}));
+
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        let graph = DefaultProperty::with_data(
+            node_path,
+            edge_path,
+            node_property.clone().into_iter(),
+            edge_property.clone().into_iter(),
+            true,
+        )
+        .unwrap();
+
+        fn my_route<Id: IdType>(x: Id) -> bool {
+            if x.id() % 2 == 1 {
+                true
+            } else {
+                false
+            }
+        }
+
+        let mut property_cache = PropertyCache::new(
+            Some(Arc::new(graph)),
+            5u32,
+            false,
+            false,
+            Some(Box::new(my_route)),
+        );
+
+        property_cache
+            .pre_fetch(1u32..2, vec![].into_iter())
+            .unwrap();
+        assert_eq!(
+            *property_cache.get_node_property(1u32).unwrap(),
+            json!({"age": 10})
+        );
+        assert_eq!(
+            *property_cache.get_node_property(2u32).unwrap(),
+            json!(null)
+        );
+    }
 }
diff --git a/src/property/filter/value_expression.rs b/src/property/filter/value_expression.rs
index 6178bb09..747a20c1 100644
--- a/src/property/filter/value_expression.rs
+++ b/src/property/filter/value_expression.rs
@@ -18,9 +18,9 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-use std::borrow::Cow;
 use property::filter::{Expression, PropertyResult};
 use property::PropertyError;
+use std::borrow::Cow;
 
 use serde_json::Value as JsonValue;
 
@@ -37,15 +37,13 @@ impl Var {
 
 impl Expression for Var {
     // Get value of queried attribute of node
-    fn get_value<'a>(&'a self, var: &'a JsonValue) -> PropertyResult<Cow<'a,JsonValue>> {
+    fn get_value<'a>(&'a self, var: &'a JsonValue) -> PropertyResult<Cow<'a, JsonValue>> {
         let result_option = var.get(&self.attribute);
         if let Some(result) = result_option {
             Ok(Cow::Borrowed(result))
         } else {
             Err(PropertyError::JsonObjectFieldError)
         }
-
-
     }
 
     fn box_clone(&self) -> Box<Expression> {
diff --git a/src/property/mod.rs b/src/property/mod.rs
index 24137d56..fb4e2d6c 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -19,12 +19,14 @@
  * under the License.
  */
 pub mod cached_property;
+pub mod fake_property;
 pub mod filter;
 pub mod property_parser;
 pub mod rocks_property;
 //pub mod sled_property;
 
 pub use property::cached_property::CachedProperty;
+pub use property::fake_property::FakeProperty;
 pub use property::filter::PropertyCache;
 pub use property::property_parser::parse_property;
 pub use property::property_parser::parse_property_tree;
diff --git a/src/property/property_parser.rs b/src/property/property_parser.rs
index 60f02a15..ae2919f9 100644
--- a/src/property/property_parser.rs
+++ b/src/property/property_parser.rs
@@ -89,7 +89,6 @@ pub fn parse_property_tree(cypher_tree: Vec<String>) -> ExpressionCache {
             }
         }
 
-
         for key in all_property.keys() {
             let id: usize = key.parse::<usize>().unwrap();
             if id < node_count {
diff --git a/src/property/rocks_property.rs b/src/property/rocks_property.rs
index 3c59f373..5505b7b7 100644
--- a/src/property/rocks_property.rs
+++ b/src/property/rocks_property.rs
@@ -32,8 +32,7 @@ use serde_cbor::{from_slice, to_vec};
 use serde_json::to_value;
 use serde_json::Value as JsonValue;
 
-use generic::IdType;
-pub use generic::Iter;
+use generic::{IdType, Iter};
 use property::{PropertyError, PropertyGraph};
 
 pub struct RocksProperty {
@@ -75,8 +74,11 @@ impl RocksProperty {
         if !(node_path.as_ref().exists() || edge_path.as_ref().exists()) {
             Err(PropertyError::DBNotFoundError)
         } else {
-            let node_tree = Tree::open_default(node_path)?;
-            let edge_tree = Tree::open_default(edge_path)?;
+            let mut opts = Options::default();
+            opts.increase_parallelism(30);
+
+            let node_tree = Tree::open(&opts, node_path)?;
+            let edge_tree = Tree::open(&opts, edge_path)?;
 
             Ok(RocksProperty {
                 node_property: node_tree,
diff --git a/tests/property.rs b/tests/property.rs
index 7e76738a..b510c932 100644
--- a/tests/property.rs
+++ b/tests/property.rs
@@ -36,7 +36,8 @@ fn test_cached_boolean_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache =
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -63,7 +64,8 @@ fn test_cached_num_compare_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache =
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -97,7 +99,8 @@ fn test_cached_arithmetic_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache =
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -133,7 +136,8 @@ fn test_cached_logical_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache =
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -160,7 +164,8 @@ fn test_cached_string_compare_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache =
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -194,7 +199,8 @@ fn test_cached_string_concat_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache =
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -221,7 +227,8 @@ fn test_cached_range_predicate_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache =
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -241,7 +248,8 @@ fn test_cached_error_boolean_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache =
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -316,7 +324,8 @@ fn test_cached_complex_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache =
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -334,7 +343,8 @@ fn test_sled_boolean_expression() {
     let exp = Box::new(Var::new("is_member".to_owned()));
 
     let property_graph = create_default_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache =
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -361,7 +371,8 @@ fn test_sled_num_compare_expression() {
 
     let property_graph = create_default_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache =
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
diff --git a/tests/property_parser.rs b/tests/property_parser.rs
index 0ce46c10..874986d2 100644
--- a/tests/property_parser.rs
+++ b/tests/property_parser.rs
@@ -40,8 +40,7 @@ use std::io::BufReader;
 #[test]
 fn test_string_value() {
     let result = lines_from_file("tests/cypher_tree/string.txt");
-
-    let expression_cache = parse_property_tree(result.clone()).clone();
+    let _expression_cache = parse_property_tree(result.clone()).clone();
 }
 
 #[test]
@@ -67,7 +66,8 @@ fn test_cypher_two_vars() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache =
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -90,7 +90,8 @@ fn test_cypher_two_vars2() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache =
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -114,7 +115,8 @@ fn test_cypher_two_vars3() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache =
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -137,7 +139,8 @@ fn test_cypher_two_vars4() {
     let exp = parse_property_tree(result);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache =
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -154,7 +157,8 @@ fn test_cypher_larger_than() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache =
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -177,7 +181,8 @@ fn test_cypher_number_addition() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache =
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -200,7 +205,8 @@ fn test_cypher_string_contains() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache =
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -223,7 +229,8 @@ fn test_cypher_and_operator() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache =
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())

From 7a1b04e644c97a869d312993fbeed2aec267d29e Mon Sep 17 00:00:00 2001
From: Longbin Lai <longbin.lai@gmail.com>
Date: Tue, 21 May 2019 23:02:04 +1000
Subject: [PATCH 255/391] Remove unnecessary rocksdb options.

---
 src/property/rocks_property.rs | 1 -
 1 file changed, 1 deletion(-)

diff --git a/src/property/rocks_property.rs b/src/property/rocks_property.rs
index 5505b7b7..16b1aa0d 100644
--- a/src/property/rocks_property.rs
+++ b/src/property/rocks_property.rs
@@ -75,7 +75,6 @@ impl RocksProperty {
             Err(PropertyError::DBNotFoundError)
         } else {
             let mut opts = Options::default();
-            opts.increase_parallelism(30);
 
             let node_tree = Tree::open(&opts, node_path)?;
             let edge_tree = Tree::open(&opts, edge_path)?;

From e66b319741761eae9a3206676073d6fc38135f91 Mon Sep 17 00:00:00 2001
From: Longbin Lai <longbin.lai@gmail.com>
Date: Thu, 23 May 2019 22:18:14 +1000
Subject: [PATCH 256/391] Remove `route_fn` from PropertyCache

---
 src/property/filter/property_cache.rs | 82 ++-------------------------
 src/property/rocks_property.rs        |  2 +-
 tests/property.rs                     | 22 +++----
 tests/property_parser.rs              | 16 +++---
 4 files changed, 26 insertions(+), 96 deletions(-)

diff --git a/src/property/filter/property_cache.rs b/src/property/filter/property_cache.rs
index df1c0f62..012f2e6c 100644
--- a/src/property/filter/property_cache.rs
+++ b/src/property/filter/property_cache.rs
@@ -41,7 +41,6 @@ pub struct PropertyCache<
     phantom: PhantomData<Id>,
     node_disabled: bool,
     edge_disabled: bool,
-    route_fn: Option<Box<Fn(Id) -> bool + 'static>>,
 }
 
 unsafe impl Sync for PropertyCache {}
@@ -54,7 +53,6 @@ impl<Id: IdType, PG: PropertyGraph<Id>> PropertyCache<Id, PG> {
         max_id: Id,
         node_disabled: bool,
         edge_disabled: bool,
-        route_fn: Option<Box<Fn(Id) -> bool + 'static>>,
     ) -> Self {
         PropertyCache {
             property_graph,
@@ -71,13 +69,12 @@ impl<Id: IdType, PG: PropertyGraph<Id>> PropertyCache<Id, PG> {
             phantom: PhantomData,
             node_disabled,
             edge_disabled,
-            route_fn,
         }
     }
 }
 
 impl<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>
-    PropertyCache<Id, PG, NC, EC>
+PropertyCache<Id, PG, NC, EC>
 {
     pub fn pre_fetch<NI: IntoIterator<Item = Id>, EI: IntoIterator<Item = (Id, Id)>>(
         &mut self,
@@ -87,7 +84,6 @@ impl<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>
         if self.is_disabled() {
             panic!("Property Graph Disabled.")
         }
-        let _route = self.route_fn.as_ref();
         let mut_node_cache = &mut self.node_cache;
         let mut_edge_cache = &mut self.edge_cache;
         let property_graph = self.property_graph.clone().unwrap();
@@ -95,12 +91,7 @@ impl<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>
         let edge_disabled = self.edge_disabled;
 
         if !node_disabled {
-            let node_iter: Box<Iterator<Item = Id>> = if let Some(route) = _route {
-                Box::new(nodes.into_iter().filter(move |x| (route)(*x)))
-            } else {
-                Box::new(nodes.into_iter())
-            };
-            for node in node_iter {
+            for node in nodes.into_iter() {
                 let mut value = json!(null);
                 if let Some(result) = property_graph.get_node_property_all(node)? {
                     value = result;
@@ -110,12 +101,7 @@ impl<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>
         }
 
         if !edge_disabled {
-            let edge_iter: Box<Iterator<Item = (Id, Id)>> = if let Some(route) = _route {
-                Box::new(edges.into_iter().filter(move |x| (route)(x.0)))
-            } else {
-                Box::new(edges.into_iter())
-            };
-            for edge in edge_iter {
+            for edge in edges.into_iter() {
                 let (mut src, mut dst) = edge;
                 let mut value = json!(null);
                 if let Some(result) = property_graph.get_edge_property_all(src, dst)? {
@@ -199,9 +185,9 @@ mod test {
             edge_property.clone().into_iter(),
             true,
         )
-        .unwrap();
+            .unwrap();
 
-        let mut property_cache = PropertyCache::new(Some(Arc::new(graph)), 5, false, false, None);
+        let mut property_cache = PropertyCache::new(Some(Arc::new(graph)), 5, false, false);
         property_cache
             .pre_fetch(
                 vec![5u32, 1u32, 2u32].into_iter(),
@@ -224,63 +210,7 @@ mod test {
     #[test]
     fn test_new_disabled_property_cache() {
         let property_cache: PropertyCache<u32, DefaultProperty> =
-            PropertyCache::new(None, 0, false, false, None);
+            PropertyCache::new(None, 0, false, false);
         assert_eq!(property_cache.is_disabled(), true);
     }
-
-    #[test]
-    fn test_route_fn_property_cache() {
-        let mut node_property = HashMap::new();
-        let mut edge_property = HashMap::new();
-
-        node_property.insert(5u32, json!({"age": 5}));
-        node_property.insert(1, json!({"age": 10}));
-        node_property.insert(2, json!({"age": 15}));
-        edge_property.insert((5u32, 1u32), json!({"length": 7}));
-        edge_property.insert((1, 2), json!({"length": 8}));
-        edge_property.insert((2, 5), json!({"length": 9}));
-
-        let node = tempdir::TempDir::new("node").unwrap();
-        let edge = tempdir::TempDir::new("edge").unwrap();
-
-        let node_path = node.path();
-        let edge_path = edge.path();
-
-        let graph = DefaultProperty::with_data(
-            node_path,
-            edge_path,
-            node_property.clone().into_iter(),
-            edge_property.clone().into_iter(),
-            true,
-        )
-        .unwrap();
-
-        fn my_route<Id: IdType>(x: Id) -> bool {
-            if x.id() % 2 == 1 {
-                true
-            } else {
-                false
-            }
-        }
-
-        let mut property_cache = PropertyCache::new(
-            Some(Arc::new(graph)),
-            5u32,
-            false,
-            false,
-            Some(Box::new(my_route)),
-        );
-
-        property_cache
-            .pre_fetch(1u32..2, vec![].into_iter())
-            .unwrap();
-        assert_eq!(
-            *property_cache.get_node_property(1u32).unwrap(),
-            json!({"age": 10})
-        );
-        assert_eq!(
-            *property_cache.get_node_property(2u32).unwrap(),
-            json!(null)
-        );
-    }
 }
diff --git a/src/property/rocks_property.rs b/src/property/rocks_property.rs
index 16b1aa0d..e0d90f31 100644
--- a/src/property/rocks_property.rs
+++ b/src/property/rocks_property.rs
@@ -74,7 +74,7 @@ impl RocksProperty {
         if !(node_path.as_ref().exists() || edge_path.as_ref().exists()) {
             Err(PropertyError::DBNotFoundError)
         } else {
-            let mut opts = Options::default();
+            let opts = Options::default();
 
             let node_tree = Tree::open(&opts, node_path)?;
             let edge_tree = Tree::open(&opts, edge_path)?;
diff --git a/tests/property.rs b/tests/property.rs
index b510c932..5ecbe076 100644
--- a/tests/property.rs
+++ b/tests/property.rs
@@ -37,7 +37,7 @@ fn test_cached_boolean_expression() {
     let property_graph = create_cached_property();
 
     let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -65,7 +65,7 @@ fn test_cached_num_compare_expression() {
     let property_graph = create_cached_property();
 
     let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -100,7 +100,7 @@ fn test_cached_arithmetic_expression() {
     let property_graph = create_cached_property();
 
     let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -137,7 +137,7 @@ fn test_cached_logical_expression() {
     let property_graph = create_cached_property();
 
     let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -165,7 +165,7 @@ fn test_cached_string_compare_expression() {
     let property_graph = create_cached_property();
 
     let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -200,7 +200,7 @@ fn test_cached_string_concat_expression() {
     let property_graph = create_cached_property();
 
     let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -228,7 +228,7 @@ fn test_cached_range_predicate_expression() {
     let property_graph = create_cached_property();
 
     let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -249,7 +249,7 @@ fn test_cached_error_boolean_expression() {
     let property_graph = create_cached_property();
 
     let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -325,7 +325,7 @@ fn test_cached_complex_expression() {
     let property_graph = create_cached_property();
 
     let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -344,7 +344,7 @@ fn test_sled_boolean_expression() {
 
     let property_graph = create_default_property();
     let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -372,7 +372,7 @@ fn test_sled_num_compare_expression() {
     let property_graph = create_default_property();
 
     let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
diff --git a/tests/property_parser.rs b/tests/property_parser.rs
index 874986d2..9e53faae 100644
--- a/tests/property_parser.rs
+++ b/tests/property_parser.rs
@@ -67,7 +67,7 @@ fn test_cypher_two_vars() {
     let property_graph = create_cached_property();
 
     let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -91,7 +91,7 @@ fn test_cypher_two_vars2() {
 
     let property_graph = create_cached_property();
     let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -116,7 +116,7 @@ fn test_cypher_two_vars3() {
 
     let property_graph = create_cached_property();
     let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -140,7 +140,7 @@ fn test_cypher_two_vars4() {
 
     let property_graph = create_cached_property();
     let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -158,7 +158,7 @@ fn test_cypher_larger_than() {
 
     let property_graph = create_cached_property();
     let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -182,7 +182,7 @@ fn test_cypher_number_addition() {
 
     let property_graph = create_cached_property();
     let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -206,7 +206,7 @@ fn test_cypher_string_contains() {
 
     let property_graph = create_cached_property();
     let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -230,7 +230,7 @@ fn test_cypher_and_operator() {
 
     let property_graph = create_cached_property();
     let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false, None);
+        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())

From 9973d6cc16ac128ba8860ec0e2a38ab630cb2d37 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Fri, 7 Jun 2019 12:14:26 +1000
Subject: [PATCH 257/391] Enabled exp cache get to handle undirected edge

---
 src/property/filter/arithmetic_expression.rs |  3 +++
 src/property/filter/mod.rs                   |  2 ++
 src/property/filter/predicate_expression.rs  |  3 +++
 src/property/filter/value_expression.rs      | 13 ++++++++++
 src/property/property_parser.rs              | 17 +++++++++++--
 tests/cypher_tree/undirected_dst2src.txt     | 25 ++++++++++++++++++++
 tests/cypher_tree/undirected_src2dst.txt     | 25 ++++++++++++++++++++
 tests/property_parser.rs                     | 19 ++++++++++++---
 8 files changed, 102 insertions(+), 5 deletions(-)
 create mode 100644 tests/cypher_tree/undirected_dst2src.txt
 create mode 100644 tests/cypher_tree/undirected_src2dst.txt

diff --git a/src/property/filter/arithmetic_expression.rs b/src/property/filter/arithmetic_expression.rs
index bb9801ed..259d9976 100644
--- a/src/property/filter/arithmetic_expression.rs
+++ b/src/property/filter/arithmetic_expression.rs
@@ -81,4 +81,7 @@ impl Expression for ArithmeticExpression {
             self.operator.clone(),
         ))
     }
+    fn is_empty(&self) -> bool {
+        false
+    }
 }
diff --git a/src/property/filter/mod.rs b/src/property/filter/mod.rs
index 905008fb..793f6093 100644
--- a/src/property/filter/mod.rs
+++ b/src/property/filter/mod.rs
@@ -64,6 +64,8 @@ pub trait Expression {
     fn get_value<'a>(&'a self, var: &'a JsonValue) -> PropertyResult<Cow<'a,JsonValue>>;
 
     fn box_clone(&self) -> Box<Expression>;
+
+    fn is_empty(&self) -> bool;
 }
 
 impl Clone for Box<Expression> {
diff --git a/src/property/filter/predicate_expression.rs b/src/property/filter/predicate_expression.rs
index e0c8d0c0..e9e1faab 100644
--- a/src/property/filter/predicate_expression.rs
+++ b/src/property/filter/predicate_expression.rs
@@ -87,4 +87,7 @@ impl Expression for PredicateExpression {
             self.operator.clone(),
         ))
     }
+    fn is_empty(&self) -> bool {
+        false
+    }
 }
diff --git a/src/property/filter/value_expression.rs b/src/property/filter/value_expression.rs
index 6178bb09..f20c0592 100644
--- a/src/property/filter/value_expression.rs
+++ b/src/property/filter/value_expression.rs
@@ -23,6 +23,7 @@ use property::filter::{Expression, PropertyResult};
 use property::PropertyError;
 
 use serde_json::Value as JsonValue;
+use serde_json::json;
 
 pub struct Var {
     // queried attribute
@@ -51,6 +52,10 @@ impl Expression for Var {
     fn box_clone(&self) -> Box<Expression> {
         Box::new(Var::new(self.attribute.clone()))
     }
+
+    fn is_empty(&self) -> bool {
+        false
+    }
 }
 
 pub struct Const {
@@ -73,4 +78,12 @@ impl Expression for Const {
     fn box_clone(&self) -> Box<Expression> {
         Box::new(Const::new(self.value.clone()))
     }
+
+    fn is_empty(&self) -> bool {
+        if self.value == json!(true) {
+            true
+        } else {
+            false
+        }
+    }
 }
diff --git a/src/property/property_parser.rs b/src/property/property_parser.rs
index 60f02a15..402075b8 100644
--- a/src/property/property_parser.rs
+++ b/src/property/property_parser.rs
@@ -78,6 +78,7 @@ pub fn parse_property_tree(cypher_tree: Vec<String>) -> ExpressionCache {
         panic!("The given cypher tree is empty");
     }
     let all_property = parse_property(cypher_tree.iter().map(|s| &**s).collect());
+    let directed = is_directed(cypher_tree.iter().map(|s| &**s).collect());
 
     let mut node_property = HashMap::new();
     let mut edge_property = HashMap::new();
@@ -89,7 +90,6 @@ pub fn parse_property_tree(cypher_tree: Vec<String>) -> ExpressionCache {
             }
         }
 
-
         for key in all_property.keys() {
             let id: usize = key.parse::<usize>().unwrap();
             if id < node_count {
@@ -97,7 +97,11 @@ pub fn parse_property_tree(cypher_tree: Vec<String>) -> ExpressionCache {
             } else {
                 let dst = id % node_count;
                 let src = (id - dst) / node_count - 1;
-                edge_property.insert((src, dst), all_property[key].clone());
+                if directed || src < dst {
+                    edge_property.insert((src, dst), all_property[key].clone());
+                } else {
+                    edge_property.insert((dst, src), all_property[key].clone());
+                }
             }
         }
     }
@@ -108,6 +112,15 @@ pub fn parse_property_tree(cypher_tree: Vec<String>) -> ExpressionCache {
     ExpressionCache::new(node_property, edge_property)
 }
 
+fn is_directed(cypher_tree: Vec<&str>) -> bool {
+    for i in cypher_tree.clone() {
+        if i.contains("->") || i.contains("<-") {
+            return true;
+        }
+    }
+    false
+}
+
 pub fn parse_property(cypher_tree: Vec<&str>) -> HashMap<String, Box<Expression>> {
     let mut root: usize = cypher_tree.len();
     let mut count: usize = 0;
diff --git a/tests/cypher_tree/undirected_dst2src.txt b/tests/cypher_tree/undirected_dst2src.txt
new file mode 100644
index 00000000..77afa887
--- /dev/null
+++ b/tests/cypher_tree/undirected_dst2src.txt
@@ -0,0 +1,25 @@
+ @0   0..68  statement               body=@1
+ @1   0..68  > query                 clauses=[@2, @24]
+ @2   0..59  > > MATCH               pattern=@3, where=@19
+ @3   6..40  > > > pattern           paths=[@4]
+ @4   6..40  > > > > pattern path    (@5)-[@7]-(@9)-[@11]-(@13)-[@15]-(@17)
+ @5   6..10  > > > > > node pattern  (@6)
+ @6   7..9   > > > > > > identifier  `2`
+ @7  10..16  > > > > > rel pattern   -[@8]-
+ @8  12..14  > > > > > > identifier  `13`
+ @9  16..20  > > > > > node pattern  (@10)
+@10  17..19  > > > > > > identifier  `1`
+@11  20..26  > > > > > rel pattern   -[@12]-
+@12  22..24  > > > > > > identifier  `8`
+@13  26..30  > > > > > node pattern  (@14)
+@14  27..29  > > > > > > identifier  `0`
+@15  30..36  > > > > > rel pattern   -[@16]-
+@16  32..34  > > > > > > identifier  `6`
+@17  36..40  > > > > > node pattern  (@18)
+@18  37..39  > > > > > > identifier  `2`
+@19  47..59  > > > comparison        @20 > @23
+@20  47..54  > > > > property        @21.@22
+@21  47..49  > > > > > identifier    `13`
+@22  50..53  > > > > > prop name     `age`
+@23  56..58  > > > > integer         10
+@24  59..67  > > RETURN              *, projections=[]
\ No newline at end of file
diff --git a/tests/cypher_tree/undirected_src2dst.txt b/tests/cypher_tree/undirected_src2dst.txt
new file mode 100644
index 00000000..5c117a78
--- /dev/null
+++ b/tests/cypher_tree/undirected_src2dst.txt
@@ -0,0 +1,25 @@
+ @0   0..68  statement               body=@1
+ @1   0..68  > query                 clauses=[@2, @24]
+ @2   0..59  > > MATCH               pattern=@3, where=@19
+ @3   6..40  > > > pattern           paths=[@4]
+ @4   6..40  > > > > pattern path    (@5)-[@7]-(@9)-[@11]-(@13)-[@15]-(@17)
+ @5   6..10  > > > > > node pattern  (@6)
+ @6   7..9   > > > > > > identifier  `2`
+ @7  10..16  > > > > > rel pattern   -[@8]-
+ @8  12..14  > > > > > > identifier  `13`
+ @9  16..20  > > > > > node pattern  (@10)
+@10  17..19  > > > > > > identifier  `1`
+@11  20..26  > > > > > rel pattern   -[@12]-
+@12  22..24  > > > > > > identifier  `8`
+@13  26..30  > > > > > node pattern  (@14)
+@14  27..29  > > > > > > identifier  `0`
+@15  30..36  > > > > > rel pattern   -[@16]-
+@16  32..34  > > > > > > identifier  `6`
+@17  36..40  > > > > > node pattern  (@18)
+@18  37..39  > > > > > > identifier  `2`
+@19  47..59  > > > comparison        @20 > @23
+@20  47..54  > > > > property        @21.@22
+@21  47..49  > > > > > identifier    `6`
+@22  50..53  > > > > > prop name     `age`
+@23  56..58  > > > > integer         10
+@24  59..67  > > RETURN              *, projections=[]
\ No newline at end of file
diff --git a/tests/property_parser.rs b/tests/property_parser.rs
index 0ce46c10..1e5801af 100644
--- a/tests/property_parser.rs
+++ b/tests/property_parser.rs
@@ -37,19 +37,32 @@ use std::fs::File;
 use std::io::prelude::*;
 use std::io::BufReader;
 
+#[test]
+fn test_undirected_dst2src() {
+    let result = lines_from_file("tests/cypher_tree/undirected_dst2src.txt");
+    let expression_cache = parse_property_tree(result.clone()).clone();
+    let exp = expression_cache.get_edge_exp(1, 2).unwrap();
+    assert_eq!(exp.is_empty(), false);
+}
+
+#[test]
+fn test_undirected_src2dst() {
+    let result = lines_from_file("tests/cypher_tree/undirected_src2dst.txt");
+    let expression_cache = parse_property_tree(result.clone()).clone();
+    let exp = expression_cache.get_edge_exp(0, 2).unwrap();
+    assert_eq!(exp.is_empty(), false);
+}
+
 #[test]
 fn test_string_value() {
     let result = lines_from_file("tests/cypher_tree/string.txt");
-
     let expression_cache = parse_property_tree(result.clone()).clone();
 }
 
 #[test]
 fn test_empty_tree() {
     let result = lines_from_file("tests/cypher_tree/empty.txt");
-
     let expression_cache = parse_property_tree(result.clone()).clone();
-
     assert_eq!(true, expression_cache.is_disabled());
 }
 

From efe1af62351c49bf63a99c57bbd557d4bfcf41aa Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Fri, 7 Jun 2019 16:45:22 +1000
Subject: [PATCH 258/391] Format code

---
 src/algorithm/bfs.rs                        | 81 +++++++++----------
 src/algorithm/conn_comp.rs                  |  2 +-
 src/algorithm/dfs.rs                        | 86 ++++++++++-----------
 src/generic/dtype.rs                        | 10 +--
 src/graph_impl/static_graph/edge_vec.rs     |  6 +-
 src/graph_impl/static_graph/graph.rs        | 77 +++++++++---------
 src/property/filter/edge_property_filter.rs |  3 +-
 src/property/filter/node_property_filter.rs |  3 +-
 src/property/filter/property_cache.rs       | 24 ++----
 src/property/filter/value_expression.rs     |  8 +-
 src/property/property_parser.rs             | 28 +++----
 tests/property.rs                           | 33 +++-----
 tests/property_parser.rs                    | 24 ++----
 13 files changed, 164 insertions(+), 221 deletions(-)

diff --git a/src/algorithm/bfs.rs b/src/algorithm/bfs.rs
index fabddbf0..37d6da20 100644
--- a/src/algorithm/bfs.rs
+++ b/src/algorithm/bfs.rs
@@ -63,7 +63,7 @@ pub struct Bfs<
     NL: Eq + Hash + 'a,
     EL: Eq + Hash + 'a,
     L: IdType,
-    G: GeneralGraph<Id, NL, EL, L> + ?Sized,
+    G: GeneralGraph<Id, NL, EL, L> + ? Sized,
 > {
     /// The queue of nodes to visit
     queue: VecDeque<Id>,
@@ -76,13 +76,13 @@ pub struct Bfs<
 }
 
 impl<
-        'a,
-        Id: IdType,
-        NL: Eq + Hash + 'a,
-        EL: Eq + Hash + 'a,
-        L: IdType,
-        G: GeneralGraph<Id, NL, EL, L> + ?Sized,
-    > Bfs<'a, Id, NL, EL, L, G>
+    'a,
+    Id: IdType,
+    NL: Eq + Hash + 'a,
+    EL: Eq + Hash + 'a,
+    L: IdType,
+    G: GeneralGraph<Id, NL, EL, L> + ? Sized,
+> Bfs<'a, Id, NL, EL, L, G>
 {
     /// Create a new **Bfs** by initialising empty discovered set, and put **start**
     /// in the queue of nodes to visit.
@@ -100,14 +100,12 @@ impl<
                 queue.push_back(start);
                 discovered.set(start.id(), false);
             }
+        } else if graph.node_count() == 0 {
+            panic!("Graph is empty")
         } else {
-            if graph.node_count() == 0 {
-                panic!("Graph is empty")
-            } else {
-                let id = graph.node_indices().next().unwrap();
-                queue.push_back(id);
-                discovered.set(id.id(), false);
-            }
+            let id = graph.node_indices().next().unwrap();
+            queue.push_back(id);
+            discovered.set(id.id(), false);
         }
 
         Bfs {
@@ -118,9 +116,32 @@ impl<
         }
     }
 
+
+    /// Randomly pick a unvisited node from the set.
+    fn next_unvisited_node(&self) -> Option<Id> {
+        for node in self.discovered.ones() {
+            if self.graph.has_node(Id::new(node)) {
+                return Some(Id::new(node));
+            }
+        }
+        None
+    }
+}
+
+impl<
+    'a,
+    Id: IdType,
+    NL: Eq + Hash + 'a,
+    EL: Eq + Hash + 'a,
+    L: IdType,
+    G: GeneralGraph<Id, NL, EL, L> + ? Sized,
+> Iterator for Bfs<'a, Id, NL, EL, L, G>
+{
+    type Item = Id;
+
     /// Return the next node in the bfs, or **None** if the traversal is done.
-    pub fn next(&mut self) -> Option<Id> {
-        if self.queue.len() == 0 {
+    fn next(&mut self) -> Option<Id> {
+        if self.queue.is_empty() {
             if let Some(id) = self.next_unvisited_node() {
                 self.queue.push_back(id);
                 self.discovered.set(id.id(), false);
@@ -139,30 +160,4 @@ impl<
             None
         }
     }
-
-    /// Randomly pick a unvisited node from the set.
-    fn next_unvisited_node(&self) -> Option<Id> {
-        for node in self.discovered.ones() {
-            if self.graph.has_node(Id::new(node)) {
-                return Some(Id::new(node));
-            }
-        }
-        None
-    }
-}
-
-impl<
-        'a,
-        Id: IdType,
-        NL: Eq + Hash + 'a,
-        EL: Eq + Hash + 'a,
-        L: IdType,
-        G: GeneralGraph<Id, NL, EL, L> + ?Sized,
-    > Iterator for Bfs<'a, Id, NL, EL, L, G>
-{
-    type Item = Id;
-
-    fn next(&mut self) -> Option<Id> {
-        self.next()
-    }
 }
diff --git a/src/algorithm/conn_comp.rs b/src/algorithm/conn_comp.rs
index 0caac1aa..e6d3a71f 100644
--- a/src/algorithm/conn_comp.rs
+++ b/src/algorithm/conn_comp.rs
@@ -170,7 +170,7 @@ impl<Id: IdType> ConnComp<Id> {
 
     /// Get the number of components.
     pub fn get_count(&self) -> usize {
-        return self.count;
+        self.count
     }
 
     /// Get all nodes in the component of the given node.
diff --git a/src/algorithm/dfs.rs b/src/algorithm/dfs.rs
index 6635b0f0..06636196 100644
--- a/src/algorithm/dfs.rs
+++ b/src/algorithm/dfs.rs
@@ -62,7 +62,7 @@ pub struct Dfs<
     NL: Eq + Hash + 'a,
     EL: Eq + Hash + 'a,
     L: IdType,
-    G: GeneralGraph<Id, NL, EL, L> + ?Sized,
+    G: GeneralGraph<Id, NL, EL, L> + ? Sized,
 > {
     /// The stack of nodes to visit
     stack: Vec<Id>,
@@ -75,13 +75,13 @@ pub struct Dfs<
 }
 
 impl<
-        'a,
-        Id: IdType,
-        NL: Eq + Hash + 'a,
-        EL: Eq + Hash + 'a,
-        L: IdType,
-        G: GeneralGraph<Id, NL, EL, L> + ?Sized,
-    > Dfs<'a, Id, NL, EL, L, G>
+    'a,
+    Id: IdType,
+    NL: Eq + Hash + 'a,
+    EL: Eq + Hash + 'a,
+    L: IdType,
+    G: GeneralGraph<Id, NL, EL, L> + ? Sized,
+> Dfs<'a, Id, NL, EL, L, G>
 {
     /// Create a new **Dfs** by initialising empty prev_discovered map, and put **start**
     /// in the queue of nodes to visit.
@@ -122,28 +122,6 @@ impl<
         self.discovered.insert_range(..);
     }
 
-    /// Return the next node in the Dfs, or **None** if the traversal is done.
-    pub fn next(&mut self) -> Option<Id> {
-        if self.stack.len() == 0 {
-            if let Some(id) = self.next_unvisited_node() {
-                self.stack.push(id);
-                self.discovered.set(id.id(), false);
-            }
-        }
-
-        if let Some(current_node) = self.stack.pop() {
-            for neighbour in self.graph.neighbors_iter(current_node) {
-                if self.discovered.contains(neighbour.id()) {
-                    self.discovered.set(neighbour.id(), false);
-                    self.stack.push(neighbour);
-                }
-            }
-            Some(current_node)
-        } else {
-            None
-        }
-    }
-
     /// Randomly pick a unvisited node from the map.
     fn next_unvisited_node(&self) -> Option<Id> {
         for node in self.discovered.ones() {
@@ -164,31 +142,47 @@ impl<
                 self.stack.clear();
                 self.stack.push(start);
             }
+        } else if self.graph.node_count() == 0 {
+            panic!("Graph is empty")
         } else {
-            if self.graph.node_count() == 0 {
-                panic!("Graph is empty")
-            } else {
-                let id = self.graph.node_indices().next().unwrap();
-                self.discovered.set(id.id(), false);
-                self.stack.clear();
-                self.stack.push(id);
-            }
+            let id = self.graph.node_indices().next().unwrap();
+            self.discovered.set(id.id(), false);
+            self.stack.clear();
+            self.stack.push(id);
         }
     }
 }
 
 impl<
-        'a,
-        Id: IdType,
-        NL: Eq + Hash + 'a,
-        EL: Eq + Hash + 'a,
-        L: IdType,
-        G: GeneralGraph<Id, NL, EL, L> + ?Sized,
-    > Iterator for Dfs<'a, Id, NL, EL, L, G>
+    'a,
+    Id: IdType,
+    NL: Eq + Hash + 'a,
+    EL: Eq + Hash + 'a,
+    L: IdType,
+    G: GeneralGraph<Id, NL, EL, L> + ? Sized,
+> Iterator for Dfs<'a, Id, NL, EL, L, G>
 {
     type Item = Id;
 
+    /// Return the next node in the Dfs, or **None** if the traversal is done.
     fn next(&mut self) -> Option<Id> {
-        self.next()
+        if self.stack.is_empty() {
+            if let Some(id) = self.next_unvisited_node() {
+                self.stack.push(id);
+                self.discovered.set(id.id(), false);
+            }
+        }
+
+        if let Some(current_node) = self.stack.pop() {
+            for neighbour in self.graph.neighbors_iter(current_node) {
+                if self.discovered.contains(neighbour.id()) {
+                    self.discovered.set(neighbour.id(), false);
+                    self.stack.push(neighbour);
+                }
+            }
+            Some(current_node)
+        } else {
+            None
+        }
     }
 }
diff --git a/src/generic/dtype.rs b/src/generic/dtype.rs
index 78d1a378..8da30239 100644
--- a/src/generic/dtype.rs
+++ b/src/generic/dtype.rs
@@ -61,7 +61,7 @@ impl GraphType for Undirected {
 }
 
 pub unsafe trait IdType:
-    'static + Copy + Clone + Default + Hash + Debug + Ord + Eq + Send + Sync
+'static + Copy + Clone + Default + Hash + Debug + Ord + Eq + Send + Sync
 {
     fn new(x: usize) -> Self;
     fn id(&self) -> usize;
@@ -73,17 +73,13 @@ pub unsafe trait IdType:
 
 unsafe impl IdType for () {
     #[inline(always)]
-    fn new(_: usize) -> Self {
-        ()
-    }
+    fn new(_: usize) -> Self {}
     #[inline(always)]
     fn id(&self) -> usize {
         0
     }
     #[inline(always)]
-    fn max_value() -> Self {
-        ()
-    }
+    fn max_value() -> Self {}
     #[inline(always)]
     fn max_usize() -> usize {
         0
diff --git a/src/graph_impl/static_graph/edge_vec.rs b/src/graph_impl/static_graph/edge_vec.rs
index d40c174b..3d8a7095 100644
--- a/src/graph_impl/static_graph/edge_vec.rs
+++ b/src/graph_impl/static_graph/edge_vec.rs
@@ -433,7 +433,7 @@ impl<Id: IdType, L: IdType> Add for EdgeVec<Id, L> {
             );
         }
 
-        let result = EdgeVec {
+        EdgeVec {
             offsets,
             edges,
             labels: if smaller.labels.is_none() {
@@ -441,9 +441,7 @@ impl<Id: IdType, L: IdType> Add for EdgeVec<Id, L> {
             } else {
                 Some(labels)
             },
-        };
-
-        result
+        }
     }
 }
 
diff --git a/src/graph_impl/static_graph/graph.rs b/src/graph_impl/static_graph/graph.rs
index d8b6fa57..9733db43 100644
--- a/src/graph_impl/static_graph/graph.rs
+++ b/src/graph_impl/static_graph/graph.rs
@@ -40,7 +40,7 @@ use std::ops::Add;
 pub type TypedUnStaticGraph<Id, NL, EL = NL, L = Id> = TypedStaticGraph<Id, NL, EL, Undirected, L>;
 pub type TypedDiStaticGraph<Id, NL, EL = NL, L = Id> = TypedStaticGraph<Id, NL, EL, Directed, L>;
 pub type StaticGraph<NL, EL, Ty = DefaultTy, L = DefaultId> =
-    TypedStaticGraph<DefaultId, NL, EL, Ty, L>;
+TypedStaticGraph<DefaultId, NL, EL, Ty, L>;
 pub type UnStaticGraph<NL, EL = NL, L = DefaultId> = StaticGraph<NL, EL, Undirected, L>;
 pub type DiStaticGraph<NL, EL = NL, L = DefaultId> = StaticGraph<NL, EL, Directed, L>;
 
@@ -64,7 +64,7 @@ pub struct TypedStaticGraph<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphT
 }
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> PartialEq
-    for TypedStaticGraph<Id, NL, EL, Ty, L>
+for TypedStaticGraph<Id, NL, EL, Ty, L>
 {
     fn eq(&self, other: &TypedStaticGraph<Id, NL, EL, Ty, L>) -> bool {
         if !self.node_count() == other.node_count() || !self.edge_count() == other.edge_count() {
@@ -88,12 +88,11 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Partial
 }
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Eq
-    for TypedStaticGraph<Id, NL, EL, Ty, L>
-{
-}
+for TypedStaticGraph<Id, NL, EL, Ty, L>
+{}
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Hash
-    for TypedStaticGraph<Id, NL, EL, Ty, L>
+for TypedStaticGraph<Id, NL, EL, Ty, L>
 {
     fn hash<H: Hasher>(&self, state: &mut H) {
         {
@@ -117,28 +116,27 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Hash
         }
     }
 }
+
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Serialize
-    for TypedStaticGraph<Id, NL, EL, Ty, L>
-where
-    Id: serde::Serialize,
-    NL: serde::Serialize,
-    EL: serde::Serialize,
-    L: serde::Serialize,
-{
-}
+for TypedStaticGraph<Id, NL, EL, Ty, L>
+    where
+        Id: serde::Serialize,
+        NL: serde::Serialize,
+        EL: serde::Serialize,
+        L: serde::Serialize,
+{}
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Deserialize
-    for TypedStaticGraph<Id, NL, EL, Ty, L>
-where
-    Id: for<'de> serde::Deserialize<'de>,
-    NL: for<'de> serde::Deserialize<'de>,
-    EL: for<'de> serde::Deserialize<'de>,
-    L: for<'de> serde::Deserialize<'de>,
-{
-}
+for TypedStaticGraph<Id, NL, EL, Ty, L>
+    where
+        Id: for<'de> serde::Deserialize<'de>,
+        NL: for<'de> serde::Deserialize<'de>,
+        EL: for<'de> serde::Deserialize<'de>,
+        L: for<'de> serde::Deserialize<'de>,
+{}
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
-    TypedStaticGraph<Id, NL, EL, Ty, L>
+TypedStaticGraph<Id, NL, EL, Ty, L>
 {
     pub fn empty() -> Self {
         Self::new(EdgeVec::default(), None, None, None)
@@ -180,12 +178,10 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
 
         let num_edges = if let Some(num) = num_edges {
             num
+        } else if Ty::is_directed() {
+            edges.num_edges()
         } else {
-            if Ty::is_directed() {
-                edges.num_edges()
-            } else {
-                edges.num_edges() >> 1
-            }
+            edges.num_edges() >> 1
         };
 
         TypedStaticGraph {
@@ -239,12 +235,10 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
 
         let num_edges = if let Some(num) = num_edges {
             num
+        } else if Ty::is_directed() {
+            edges.num_edges()
         } else {
-            if Ty::is_directed() {
-                edges.num_edges()
-            } else {
-                edges.num_edges() >> 1
-            }
+            edges.num_edges() >> 1
         };
 
         if num_nodes != labels.len() {
@@ -421,7 +415,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
 }
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> GraphTrait<Id, L>
-    for TypedStaticGraph<Id, NL, EL, Ty, L>
+for TypedStaticGraph<Id, NL, EL, Ty, L>
 {
     #[inline]
     fn get_node(&self, id: Id) -> NodeType<Id, L> {
@@ -561,7 +555,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> GraphTr
 }
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
-    GraphLabelTrait<Id, NL, EL, L> for TypedStaticGraph<Id, NL, EL, Ty, L>
+GraphLabelTrait<Id, NL, EL, L> for TypedStaticGraph<Id, NL, EL, Ty, L>
 {
     #[inline(always)]
     fn get_node_label_map(&self) -> &SetMap<NL> {
@@ -575,12 +569,11 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
 }
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> UnGraphTrait<Id, L>
-    for TypedUnStaticGraph<Id, NL, EL, L>
-{
-}
+for TypedUnStaticGraph<Id, NL, EL, L>
+{}
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> DiGraphTrait<Id, L>
-    for TypedDiStaticGraph<Id, NL, EL, L>
+for TypedDiStaticGraph<Id, NL, EL, L>
 {
     #[inline]
     fn in_degree(&self, id: Id) -> usize {
@@ -601,7 +594,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> DiGraphTrait<Id, L>
 }
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> GeneralGraph<Id, NL, EL, L>
-    for TypedUnStaticGraph<Id, NL, EL, L>
+for TypedUnStaticGraph<Id, NL, EL, L>
 {
     #[inline(always)]
     fn as_graph(&self) -> &GraphTrait<Id, L> {
@@ -620,7 +613,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> GeneralGraph<Id, NL, E
 }
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> GeneralGraph<Id, NL, EL, L>
-    for TypedDiStaticGraph<Id, NL, EL, L>
+for TypedDiStaticGraph<Id, NL, EL, L>
 {
     #[inline(always)]
     fn as_graph(&self) -> &GraphTrait<Id, L> {
@@ -666,7 +659,7 @@ fn _merge_labels<NL>(_labels1: Option<Vec<NL>>, _labels2: Option<Vec<NL>>) -> Op
 }
 
 impl<Id: IdType, NL: Hash + Eq + Clone, EL: Hash + Eq + Clone, Ty: GraphType, L: IdType> Add
-    for TypedStaticGraph<Id, NL, EL, Ty, L>
+for TypedStaticGraph<Id, NL, EL, Ty, L>
 {
     type Output = TypedStaticGraph<Id, NL, EL, Ty, L>;
 
diff --git a/src/property/filter/edge_property_filter.rs b/src/property/filter/edge_property_filter.rs
index f29032bc..a4a27193 100644
--- a/src/property/filter/edge_property_filter.rs
+++ b/src/property/filter/edge_property_filter.rs
@@ -41,8 +41,7 @@ pub fn filter_edge<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: Edg
             debug!("edge {:?} has error {:?}", id, result.err().unwrap());
             false
         } else {
-            let bool_result = result.unwrap();
-            bool_result
+            result.unwrap()
         }
     }
 }
diff --git a/src/property/filter/node_property_filter.rs b/src/property/filter/node_property_filter.rs
index 4feb5216..96b118c2 100644
--- a/src/property/filter/node_property_filter.rs
+++ b/src/property/filter/node_property_filter.rs
@@ -36,8 +36,7 @@ pub fn filter_node<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: Edg
             debug!("node {:?} has error {:?}", id, result.err().unwrap());
             false
         } else {
-            let bool_result = result.unwrap();
-            bool_result
+            result.unwrap()
         }
     }
 }
diff --git a/src/property/filter/property_cache.rs b/src/property/filter/property_cache.rs
index fa1f21d6..835b7478 100644
--- a/src/property/filter/property_cache.rs
+++ b/src/property/filter/property_cache.rs
@@ -25,9 +25,10 @@ use generic::{DefaultId, IdType};
 use property::filter::{EdgeCache, HashEdgeCache, HashNodeCache, NodeCache, PropertyResult};
 use property::{PropertyGraph, RocksProperty};
 
-use serde_json::Value as JsonValue;
 use serde_json::json;
+use serde_json::Value as JsonValue;
 use std::marker::{Send, Sync};
+use std::mem::swap;
 
 pub struct PropertyCache<
     Id: IdType = DefaultId,
@@ -74,9 +75,9 @@ impl<Id: IdType, PG: PropertyGraph<Id>> PropertyCache<Id, PG> {
 }
 
 impl<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>
-PropertyCache<Id, PG, NC, EC>
+    PropertyCache<Id, PG, NC, EC>
 {
-    pub fn pre_fetch<NI: IntoIterator<Item=Id>, EI: IntoIterator<Item=(Id, Id)>>(
+    pub fn pre_fetch<NI: IntoIterator<Item = Id>, EI: IntoIterator<Item = (Id, Id)>>(
         &mut self,
         nodes: NI,
         edges: EI,
@@ -108,9 +109,7 @@ PropertyCache<Id, PG, NC, EC>
                     value = result;
                 }
                 if src > dst {
-                    let temp = src;
-                    src = dst;
-                    dst = temp;
+                    swap(&mut src, &mut dst);
                 }
                 mut_edge_cache.set(src, dst, value);
             }
@@ -131,9 +130,7 @@ PropertyCache<Id, PG, NC, EC>
             panic!("Property Graph Disabled.")
         }
         if src > dst {
-            let temp = src;
-            src = dst;
-            dst = temp;
+            swap(&mut src, &mut dst);
         }
         self.edge_cache.get(src, dst)
     }
@@ -186,14 +183,9 @@ mod test {
             edge_property.clone().into_iter(),
             true,
         )
-            .unwrap();
+        .unwrap();
 
-        let mut property_cache = PropertyCache::new(
-            Some(Arc::new(graph)),
-            5,
-            false,
-            false
-        );
+        let mut property_cache = PropertyCache::new(Some(Arc::new(graph)), 5, false, false);
         property_cache
             .pre_fetch(
                 vec![5u32, 1u32, 2u32].into_iter(),
diff --git a/src/property/filter/value_expression.rs b/src/property/filter/value_expression.rs
index 0e6516e2..78314bd7 100644
--- a/src/property/filter/value_expression.rs
+++ b/src/property/filter/value_expression.rs
@@ -22,8 +22,8 @@ use property::filter::{Expression, PropertyResult};
 use property::PropertyError;
 use std::borrow::Cow;
 
-use serde_json::Value as JsonValue;
 use serde_json::json;
+use serde_json::Value as JsonValue;
 
 pub struct Var {
     // queried attribute
@@ -78,10 +78,6 @@ impl Expression for Const {
     }
 
     fn is_empty(&self) -> bool {
-        if self.value == json!(true) {
-            true
-        } else {
-            false
-        }
+        self.value == json!(true)
     }
 }
diff --git a/src/property/property_parser.rs b/src/property/property_parser.rs
index 402075b8..b4f18046 100644
--- a/src/property/property_parser.rs
+++ b/src/property/property_parser.rs
@@ -65,7 +65,7 @@ impl ExpressionCache {
     }
 
     pub fn is_disabled(&self) -> bool {
-        self.node_expressions.len() == 0 && self.edge_expressions.len() == 0
+        self.node_expressions.is_empty() && self.edge_expressions.is_empty()
     }
 }
 
@@ -74,7 +74,7 @@ unsafe impl Send for ExpressionCache {}
 
 pub fn parse_property_tree(cypher_tree: Vec<String>) -> ExpressionCache {
     // edge_id = (src_id + 1) * count("node pattern") + (dst_id)
-    if cypher_tree.len() == 0 {
+    if cypher_tree.is_empty() {
         panic!("The given cypher tree is empty");
     }
     let all_property = parse_property(cypher_tree.iter().map(|s| &**s).collect());
@@ -82,7 +82,7 @@ pub fn parse_property_tree(cypher_tree: Vec<String>) -> ExpressionCache {
 
     let mut node_property = HashMap::new();
     let mut edge_property = HashMap::new();
-    if all_property.len() != 0 {
+    if !all_property.is_empty() {
         let mut node_count = 0usize;
         for line in cypher_tree {
             if line.contains("node pattern") {
@@ -151,7 +151,7 @@ pub fn parse_property(cypher_tree: Vec<&str>) -> HashMap<String, Box<Expression>
         }
     }
 
-    if candidate_vars.len() != 0 {
+    if !candidate_vars.is_empty() {
         for var in var_list {
             if found && candidate_vars.contains(&var) {
                 let expression = match recursive_parser(&cypher_tree, root, var.as_str()) {
@@ -168,7 +168,7 @@ pub fn parse_property(cypher_tree: Vec<&str>) -> HashMap<String, Box<Expression>
     result
 }
 
-fn get_all_vars(cypher_tree: &Vec<&str>) -> Vec<String> {
+fn get_all_vars(cypher_tree: &[&str]) -> Vec<String> {
     let mut result: Vec<String> = Vec::new();
 
     for line in cypher_tree {
@@ -186,7 +186,7 @@ fn get_all_vars(cypher_tree: &Vec<&str>) -> Vec<String> {
 }
 
 fn recursive_parser(
-    cypher_tree: &Vec<&str>,
+    cypher_tree: &[&str],
     index: usize,
     var: &str,
 ) -> PropertyResult<Box<Expression>> {
@@ -202,7 +202,7 @@ fn recursive_parser(
 }
 
 fn match_operator(
-    cypher_tree: &Vec<&str>,
+    cypher_tree: &[&str],
     index: usize,
     var: &str,
 ) -> PropertyResult<Option<Box<Expression>>> {
@@ -210,8 +210,8 @@ fn match_operator(
     let re =
         Regex::new(r">.+\s+@(?P<left_index>\w+) (?P<operator>\S+) @(?P<right_index>\w+)").unwrap();
     if let Some(caps) = re.captures(syntax) {
-        let left_index: usize = *(&caps["left_index"].parse::<usize>().unwrap());
-        let right_index: usize = *(&caps["right_index"].parse::<usize>().unwrap());
+        let left_index: usize = caps["left_index"].parse::<usize>().unwrap();
+        let right_index: usize = caps["right_index"].parse::<usize>().unwrap();
         let operator_name = &caps["operator"];
 
         if vec!["AND", "OR", "<", "<=", ">", ">=", "=", "<>", "CONTAINS"].contains(&operator_name) {
@@ -266,7 +266,7 @@ fn match_operator(
 }
 
 fn match_val(
-    cypher_tree: &Vec<&str>,
+    cypher_tree: &[&str],
     index: usize,
     _var: &str,
 ) -> PropertyResult<Option<Box<Expression>>> {
@@ -297,7 +297,7 @@ fn match_val(
 }
 
 fn match_var(
-    cypher_tree: &Vec<&str>,
+    cypher_tree: &[&str],
     index: usize,
     var: &str,
 ) -> PropertyResult<Option<Box<Expression>>> {
@@ -309,7 +309,7 @@ fn match_var(
             return Err(PropertyError::CrossComparisonError);
         }
 
-        let attribute_index: usize = *(&caps["attribute_index"].parse::<usize>().unwrap());
+        let attribute_index: usize = caps["attribute_index"].parse::<usize>().unwrap();
         let attribute_line = cypher_tree[attribute_index];
         let re = Regex::new(r"> prop name\s+`(?P<attribute_name>\w+)`").unwrap();
 
@@ -324,11 +324,11 @@ fn match_var(
     }
 }
 
-fn get_var_name(cypher_tree: &Vec<&str>, index: usize) -> String {
+fn get_var_name(cypher_tree: &[&str], index: usize) -> String {
     let syntax: &str = cypher_tree[index];
     let re = Regex::new(r"> property\s+@(?P<var_index>\w+)\.@(?P<attribute_index>\w+)").unwrap();
     if let Some(caps) = re.captures(syntax) {
-        let var_index: usize = *(&caps["var_index"].parse::<usize>().unwrap());
+        let var_index: usize = caps["var_index"].parse::<usize>().unwrap();
         let var_line = cypher_tree[var_index];
         let re = Regex::new(r"> identifier\s+`(?P<var_name>\w+)`").unwrap();
         if let Some(caps) = re.captures(var_line) {
diff --git a/tests/property.rs b/tests/property.rs
index 5ecbe076..7e76738a 100644
--- a/tests/property.rs
+++ b/tests/property.rs
@@ -36,8 +36,7 @@ fn test_cached_boolean_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -64,8 +63,7 @@ fn test_cached_num_compare_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -99,8 +97,7 @@ fn test_cached_arithmetic_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -136,8 +133,7 @@ fn test_cached_logical_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -164,8 +160,7 @@ fn test_cached_string_compare_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -199,8 +194,7 @@ fn test_cached_string_concat_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -227,8 +221,7 @@ fn test_cached_range_predicate_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -248,8 +241,7 @@ fn test_cached_error_boolean_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -324,8 +316,7 @@ fn test_cached_complex_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -343,8 +334,7 @@ fn test_sled_boolean_expression() {
     let exp = Box::new(Var::new("is_member".to_owned()));
 
     let property_graph = create_default_property();
-    let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -371,8 +361,7 @@ fn test_sled_num_compare_expression() {
 
     let property_graph = create_default_property();
 
-    let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
diff --git a/tests/property_parser.rs b/tests/property_parser.rs
index ca5522b6..8462a68f 100644
--- a/tests/property_parser.rs
+++ b/tests/property_parser.rs
@@ -80,8 +80,7 @@ fn test_cypher_two_vars() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -104,8 +103,7 @@ fn test_cypher_two_vars2() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -129,8 +127,7 @@ fn test_cypher_two_vars3() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -153,8 +150,7 @@ fn test_cypher_two_vars4() {
     let exp = parse_property_tree(result);
 
     let property_graph = create_cached_property();
-    let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -171,8 +167,7 @@ fn test_cypher_larger_than() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -195,8 +190,7 @@ fn test_cypher_number_addition() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -219,8 +213,7 @@ fn test_cypher_string_contains() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -243,8 +236,7 @@ fn test_cypher_and_operator() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache =
-        PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())

From 8cd98ab7eb115f343b5c24cd3577a8b0072979da Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Tue, 11 Jun 2019 17:26:04 +1000
Subject: [PATCH 259/391] Added instant caching for hash node cache

---
 src/property/filter/node_property_filter.rs |  4 ++--
 src/property/filter/property_cache.rs       | 20 ++++++++++++++++----
 2 files changed, 18 insertions(+), 6 deletions(-)

diff --git a/src/property/filter/node_property_filter.rs b/src/property/filter/node_property_filter.rs
index 96b118c2..a6862613 100644
--- a/src/property/filter/node_property_filter.rs
+++ b/src/property/filter/node_property_filter.rs
@@ -25,7 +25,7 @@ use property::{PropertyCache, PropertyError, PropertyGraph};
 
 pub fn filter_node<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>(
     id: Id,
-    property_cache: &PropertyCache<Id, PG, NC, EC>,
+    property_cache: &mut PropertyCache<Id, PG, NC, EC>,
     expression: &Expression,
 ) -> bool {
     if property_cache.is_disabled() || property_cache.is_node_disabled() {
@@ -48,7 +48,7 @@ pub fn get_node_filter_result<
     EC: EdgeCache<Id>,
 >(
     id: Id,
-    property_cache: &PropertyCache<Id, PG, NC, EC>,
+    property_cache: &mut PropertyCache<Id, PG, NC, EC>,
     expression: &Expression,
 ) -> PropertyResult<bool> {
     let var = property_cache.get_node_property(id).unwrap();
diff --git a/src/property/filter/property_cache.rs b/src/property/filter/property_cache.rs
index 835b7478..0ead357a 100644
--- a/src/property/filter/property_cache.rs
+++ b/src/property/filter/property_cache.rs
@@ -29,6 +29,7 @@ use serde_json::json;
 use serde_json::Value as JsonValue;
 use std::marker::{Send, Sync};
 use std::mem::swap;
+use std::cell::RefCell;
 
 pub struct PropertyCache<
     Id: IdType = DefaultId,
@@ -75,9 +76,9 @@ impl<Id: IdType, PG: PropertyGraph<Id>> PropertyCache<Id, PG> {
 }
 
 impl<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>
-    PropertyCache<Id, PG, NC, EC>
+PropertyCache<Id, PG, NC, EC>
 {
-    pub fn pre_fetch<NI: IntoIterator<Item = Id>, EI: IntoIterator<Item = (Id, Id)>>(
+    pub fn pre_fetch<NI: IntoIterator<Item=Id>, EI: IntoIterator<Item=(Id, Id)>>(
         &mut self,
         nodes: NI,
         edges: EI,
@@ -118,10 +119,21 @@ impl<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>
         Ok(())
     }
 
-    pub fn get_node_property(&self, id: Id) -> PropertyResult<&JsonValue> {
+    pub fn get_node_property(&mut self, id: Id) -> PropertyResult<&JsonValue> {
         if self.is_disabled() {
             panic!("Property Graph Disabled.")
         }
+
+        let result = self.node_cache.get(id).unwrap().clone();
+        if result == json!(null) {
+            let mut value = json!(null);
+            let property_graph = self.property_graph.clone().unwrap();
+
+            if let Some(result) = property_graph.get_node_property_all(id)? {
+                value = result;
+            }
+            self.node_cache.set(id, value);
+        }
         self.node_cache.get(id)
     }
 
@@ -183,7 +195,7 @@ mod test {
             edge_property.clone().into_iter(),
             true,
         )
-        .unwrap();
+            .unwrap();
 
         let mut property_cache = PropertyCache::new(Some(Arc::new(graph)), 5, false, false);
         property_cache

From e8eb153d3152a09c1939f0bc49d49006bddc9dc1 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Thu, 13 Jun 2019 00:36:40 +1000
Subject: [PATCH 260/391] Applied instant caching for edge property

---
 src/property/filter/edge_property_filter.rs |  4 ++--
 src/property/filter/property_cache.rs       | 14 +++++++++++---
 2 files changed, 13 insertions(+), 5 deletions(-)

diff --git a/src/property/filter/edge_property_filter.rs b/src/property/filter/edge_property_filter.rs
index a4a27193..14efede9 100644
--- a/src/property/filter/edge_property_filter.rs
+++ b/src/property/filter/edge_property_filter.rs
@@ -29,7 +29,7 @@ use property::{PropertyCache, PropertyError, PropertyGraph};
 
 pub fn filter_edge<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>(
     id: (Id, Id),
-    property_cache: &PropertyCache<Id, PG, NC, EC>,
+    property_cache: &mut PropertyCache<Id, PG, NC, EC>,
     expression: &Expression,
 ) -> bool {
     if property_cache.is_disabled() || property_cache.is_edge_disabled() {
@@ -53,7 +53,7 @@ pub fn get_edge_filter_result<
     EC: EdgeCache<Id>,
 >(
     id: (Id, Id),
-    property_cache: &PropertyCache<Id, PG, NC, EC>,
+    property_cache: &mut PropertyCache<Id, PG, NC, EC>,
     expression: &Expression,
 ) -> PropertyResult<bool> {
     let var = property_cache.get_edge_property(id.0, id.1)?;
diff --git a/src/property/filter/property_cache.rs b/src/property/filter/property_cache.rs
index 0ead357a..08d9b9cb 100644
--- a/src/property/filter/property_cache.rs
+++ b/src/property/filter/property_cache.rs
@@ -137,12 +137,20 @@ PropertyCache<Id, PG, NC, EC>
         self.node_cache.get(id)
     }
 
-    pub fn get_edge_property(&self, mut src: Id, mut dst: Id) -> PropertyResult<&JsonValue> {
+    pub fn get_edge_property(&mut self, mut src: Id, mut dst: Id) -> PropertyResult<&JsonValue> {
         if self.is_disabled() {
             panic!("Property Graph Disabled.")
         }
-        if src > dst {
-            swap(&mut src, &mut dst);
+
+        let result = self.edge_cache.get(src, dst).unwrap().clone();
+        if result == json!(null) {
+            let mut value = json!(null);
+            let property_graph = self.property_graph.clone().unwrap();
+
+            if let Some(result) = property_graph.get_edge_property_all(src, dst)? {
+                value = result;
+            }
+            self.edge_cache.set(src, dst, value);
         }
         self.edge_cache.get(src, dst)
     }

From aade86d2180c1815a08c4d058f4dc1f4e3e83c67 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Thu, 13 Jun 2019 01:16:18 +1000
Subject: [PATCH 261/391] Cargo fmt

---
 src/property/filter/property_cache.rs | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/src/property/filter/property_cache.rs b/src/property/filter/property_cache.rs
index 08d9b9cb..52169806 100644
--- a/src/property/filter/property_cache.rs
+++ b/src/property/filter/property_cache.rs
@@ -27,9 +27,9 @@ use property::{PropertyGraph, RocksProperty};
 
 use serde_json::json;
 use serde_json::Value as JsonValue;
+use std::cell::RefCell;
 use std::marker::{Send, Sync};
 use std::mem::swap;
-use std::cell::RefCell;
 
 pub struct PropertyCache<
     Id: IdType = DefaultId,
@@ -76,9 +76,9 @@ impl<Id: IdType, PG: PropertyGraph<Id>> PropertyCache<Id, PG> {
 }
 
 impl<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>
-PropertyCache<Id, PG, NC, EC>
+    PropertyCache<Id, PG, NC, EC>
 {
-    pub fn pre_fetch<NI: IntoIterator<Item=Id>, EI: IntoIterator<Item=(Id, Id)>>(
+    pub fn pre_fetch<NI: IntoIterator<Item = Id>, EI: IntoIterator<Item = (Id, Id)>>(
         &mut self,
         nodes: NI,
         edges: EI,
@@ -203,7 +203,7 @@ mod test {
             edge_property.clone().into_iter(),
             true,
         )
-            .unwrap();
+        .unwrap();
 
         let mut property_cache = PropertyCache::new(Some(Arc::new(graph)), 5, false, false);
         property_cache

From 0d879b431eab75adea605358960432bfe1ec793b Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Thu, 13 Jun 2019 01:32:47 +1000
Subject: [PATCH 262/391] Fixed unit tests

---
 tests/property.rs        | 22 +++++++++++-----------
 tests/property_parser.rs | 14 +++++++-------
 2 files changed, 18 insertions(+), 18 deletions(-)

diff --git a/tests/property.rs b/tests/property.rs
index 7e76738a..914ce90a 100644
--- a/tests/property.rs
+++ b/tests/property.rs
@@ -43,7 +43,7 @@ fn test_cached_boolean_expression() {
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
-        .filter(|x| filter_node(*x, &property_cache, exp.as_ref()))
+        .filter(|x| filter_node(*x, &mut property_cache, exp.as_ref()))
         .collect();
 
     assert_eq!(vec![0], result);
@@ -70,7 +70,7 @@ fn test_cached_num_compare_expression() {
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
-        .filter(|x| filter_node(*x, &property_cache, exp.as_ref()))
+        .filter(|x| filter_node(*x, &mut property_cache, exp.as_ref()))
         .collect();
 
     assert_eq!(vec![1], result);
@@ -104,7 +104,7 @@ fn test_cached_arithmetic_expression() {
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
-        .filter(|x| filter_node(*x, &property_cache, exp.as_ref()))
+        .filter(|x| filter_node(*x, &mut property_cache, exp.as_ref()))
         .collect();
 
     assert_eq!(result, vec![1]);
@@ -140,7 +140,7 @@ fn test_cached_logical_expression() {
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
-        .filter(|x| filter_node(*x, &property_cache, exp.as_ref()))
+        .filter(|x| filter_node(*x, &mut property_cache, exp.as_ref()))
         .collect();
 
     assert_eq!(vec![0], result);
@@ -167,7 +167,7 @@ fn test_cached_string_compare_expression() {
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
-        .filter(|x| filter_node(*x, &property_cache, exp.as_ref()))
+        .filter(|x| filter_node(*x, &mut property_cache, exp.as_ref()))
         .collect();
 
     assert_eq!(vec![1], result);
@@ -201,7 +201,7 @@ fn test_cached_string_concat_expression() {
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
-        .filter(|x| filter_node(*x, &property_cache, exp.as_ref()))
+        .filter(|x| filter_node(*x, &mut property_cache, exp.as_ref()))
         .collect();
 
     assert_eq!(vec![1], result);
@@ -228,7 +228,7 @@ fn test_cached_range_predicate_expression() {
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
-        .filter(|x| filter_node(*x, &property_cache, exp.as_ref()))
+        .filter(|x| filter_node(*x, &mut property_cache, exp.as_ref()))
         .collect();
 
     assert_eq!(vec![0], result);
@@ -248,7 +248,7 @@ fn test_cached_error_boolean_expression() {
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
-        .filter(|x| filter_node(*x, &property_cache, exp.as_ref()))
+        .filter(|x| filter_node(*x, &mut property_cache, exp.as_ref()))
         .collect();
 
     assert_eq!(Vec::<u32>::new(), result);
@@ -323,7 +323,7 @@ fn test_cached_complex_expression() {
 
     let _result: Vec<u32> = vec![0, 1]
         .into_iter()
-        .filter(|x| filter_node(*x, &property_cache, final_exp.as_ref()))
+        .filter(|x| filter_node(*x, &mut property_cache, final_exp.as_ref()))
         .collect();
     //    assert_eq!(vec![0], result);
 }
@@ -341,7 +341,7 @@ fn test_sled_boolean_expression() {
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
-        .filter(|x| filter_node(*x, &property_cache, exp.as_ref()))
+        .filter(|x| filter_node(*x, &mut property_cache, exp.as_ref()))
         .collect();
 
     assert_eq!(Vec::<u32>::new(), result);
@@ -368,7 +368,7 @@ fn test_sled_num_compare_expression() {
 
     let result: Vec<u32> = vec![0, 1]
         .into_iter()
-        .filter(|x| filter_node(*x, &property_cache, exp.as_ref()))
+        .filter(|x| filter_node(*x, &mut property_cache, exp.as_ref()))
         .collect();
 
     assert_eq!(vec![0, 1], result);
diff --git a/tests/property_parser.rs b/tests/property_parser.rs
index 8462a68f..39a51aee 100644
--- a/tests/property_parser.rs
+++ b/tests/property_parser.rs
@@ -88,7 +88,7 @@ fn test_cypher_two_vars() {
 
     let result: Vec<u32> = vec
         .into_iter()
-        .filter(|x| filter_node(*x, &property_cache, exp["0"].as_ref()))
+        .filter(|x| filter_node(*x, &mut property_cache, exp["0"].as_ref()))
         .collect();
 
     assert_eq!(vec![0, 4], result);
@@ -111,7 +111,7 @@ fn test_cypher_two_vars2() {
 
     let result: Vec<u32> = vec
         .into_iter()
-        .filter(|x| filter_node(*x, &property_cache, exp["a"].as_ref()))
+        .filter(|x| filter_node(*x, &mut property_cache, exp["a"].as_ref()))
         .collect();
 
     assert_eq!(vec![0, 4], result);
@@ -135,7 +135,7 @@ fn test_cypher_two_vars3() {
 
     let result: Vec<u32> = vec
         .into_iter()
-        .filter(|x| filter_node(*x, &property_cache, exp["a"].as_ref()))
+        .filter(|x| filter_node(*x, &mut property_cache, exp["a"].as_ref()))
         .collect();
 
     assert_eq!(vec![0, 1, 2, 3, 4, 5], result);
@@ -175,7 +175,7 @@ fn test_cypher_larger_than() {
 
     let result: Vec<u32> = vec
         .into_iter()
-        .filter(|x| filter_node(*x, &property_cache, exp["a"].as_ref()))
+        .filter(|x| filter_node(*x, &mut property_cache, exp["a"].as_ref()))
         .collect();
 
     assert_eq!(vec![0, 4], result);
@@ -198,7 +198,7 @@ fn test_cypher_number_addition() {
 
     let result: Vec<u32> = vec
         .into_iter()
-        .filter(|x| filter_node(*x, &property_cache, exp["a"].as_ref()))
+        .filter(|x| filter_node(*x, &mut property_cache, exp["a"].as_ref()))
         .collect();
 
     assert_eq!(vec![0, 1, 3, 4], result);
@@ -221,7 +221,7 @@ fn test_cypher_string_contains() {
 
     let result: Vec<u32> = vec
         .into_iter()
-        .filter(|x| filter_node(*x, &property_cache, exp["a"].as_ref()))
+        .filter(|x| filter_node(*x, &mut property_cache, exp["a"].as_ref()))
         .collect();
 
     assert_eq!(vec![0, 2, 3, 4, 5], result);
@@ -244,7 +244,7 @@ fn test_cypher_and_operator() {
 
     let result: Vec<u32> = vec
         .into_iter()
-        .filter(|x| filter_node(*x, &property_cache, exp["a"].as_ref()))
+        .filter(|x| filter_node(*x, &mut property_cache, exp["a"].as_ref()))
         .collect();
 
     assert_eq!(vec![0, 3, 4], result);

From 4e42cd1094b222ef69400143ac2a6b2533fe2f9f Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Fri, 14 Jun 2019 14:41:12 +1000
Subject: [PATCH 263/391] Format code

---
 src/algorithm/bfs.rs                       | 31 ++++++-----
 src/algorithm/dfs.rs                       | 30 +++++------
 src/generic/dtype.rs                       |  2 +-
 src/graph_impl/static_graph/graph.rs       | 60 ++++++++++++----------
 src/property/filter/hash_property_cache.rs | 18 +++++++
 src/property/filter/mod.rs                 |  4 ++
 src/property/filter/property_cache.rs      | 39 ++++++++------
 7 files changed, 107 insertions(+), 77 deletions(-)

diff --git a/src/algorithm/bfs.rs b/src/algorithm/bfs.rs
index 37d6da20..e960c0fc 100644
--- a/src/algorithm/bfs.rs
+++ b/src/algorithm/bfs.rs
@@ -63,7 +63,7 @@ pub struct Bfs<
     NL: Eq + Hash + 'a,
     EL: Eq + Hash + 'a,
     L: IdType,
-    G: GeneralGraph<Id, NL, EL, L> + ? Sized,
+    G: GeneralGraph<Id, NL, EL, L> + ?Sized,
 > {
     /// The queue of nodes to visit
     queue: VecDeque<Id>,
@@ -76,13 +76,13 @@ pub struct Bfs<
 }
 
 impl<
-    'a,
-    Id: IdType,
-    NL: Eq + Hash + 'a,
-    EL: Eq + Hash + 'a,
-    L: IdType,
-    G: GeneralGraph<Id, NL, EL, L> + ? Sized,
-> Bfs<'a, Id, NL, EL, L, G>
+        'a,
+        Id: IdType,
+        NL: Eq + Hash + 'a,
+        EL: Eq + Hash + 'a,
+        L: IdType,
+        G: GeneralGraph<Id, NL, EL, L> + ?Sized,
+    > Bfs<'a, Id, NL, EL, L, G>
 {
     /// Create a new **Bfs** by initialising empty discovered set, and put **start**
     /// in the queue of nodes to visit.
@@ -116,7 +116,6 @@ impl<
         }
     }
 
-
     /// Randomly pick a unvisited node from the set.
     fn next_unvisited_node(&self) -> Option<Id> {
         for node in self.discovered.ones() {
@@ -129,13 +128,13 @@ impl<
 }
 
 impl<
-    'a,
-    Id: IdType,
-    NL: Eq + Hash + 'a,
-    EL: Eq + Hash + 'a,
-    L: IdType,
-    G: GeneralGraph<Id, NL, EL, L> + ? Sized,
-> Iterator for Bfs<'a, Id, NL, EL, L, G>
+        'a,
+        Id: IdType,
+        NL: Eq + Hash + 'a,
+        EL: Eq + Hash + 'a,
+        L: IdType,
+        G: GeneralGraph<Id, NL, EL, L> + ?Sized,
+    > Iterator for Bfs<'a, Id, NL, EL, L, G>
 {
     type Item = Id;
 
diff --git a/src/algorithm/dfs.rs b/src/algorithm/dfs.rs
index 06636196..7431c7c1 100644
--- a/src/algorithm/dfs.rs
+++ b/src/algorithm/dfs.rs
@@ -62,7 +62,7 @@ pub struct Dfs<
     NL: Eq + Hash + 'a,
     EL: Eq + Hash + 'a,
     L: IdType,
-    G: GeneralGraph<Id, NL, EL, L> + ? Sized,
+    G: GeneralGraph<Id, NL, EL, L> + ?Sized,
 > {
     /// The stack of nodes to visit
     stack: Vec<Id>,
@@ -75,13 +75,13 @@ pub struct Dfs<
 }
 
 impl<
-    'a,
-    Id: IdType,
-    NL: Eq + Hash + 'a,
-    EL: Eq + Hash + 'a,
-    L: IdType,
-    G: GeneralGraph<Id, NL, EL, L> + ? Sized,
-> Dfs<'a, Id, NL, EL, L, G>
+        'a,
+        Id: IdType,
+        NL: Eq + Hash + 'a,
+        EL: Eq + Hash + 'a,
+        L: IdType,
+        G: GeneralGraph<Id, NL, EL, L> + ?Sized,
+    > Dfs<'a, Id, NL, EL, L, G>
 {
     /// Create a new **Dfs** by initialising empty prev_discovered map, and put **start**
     /// in the queue of nodes to visit.
@@ -154,13 +154,13 @@ impl<
 }
 
 impl<
-    'a,
-    Id: IdType,
-    NL: Eq + Hash + 'a,
-    EL: Eq + Hash + 'a,
-    L: IdType,
-    G: GeneralGraph<Id, NL, EL, L> + ? Sized,
-> Iterator for Dfs<'a, Id, NL, EL, L, G>
+        'a,
+        Id: IdType,
+        NL: Eq + Hash + 'a,
+        EL: Eq + Hash + 'a,
+        L: IdType,
+        G: GeneralGraph<Id, NL, EL, L> + ?Sized,
+    > Iterator for Dfs<'a, Id, NL, EL, L, G>
 {
     type Item = Id;
 
diff --git a/src/generic/dtype.rs b/src/generic/dtype.rs
index 8da30239..d58ead9a 100644
--- a/src/generic/dtype.rs
+++ b/src/generic/dtype.rs
@@ -61,7 +61,7 @@ impl GraphType for Undirected {
 }
 
 pub unsafe trait IdType:
-'static + Copy + Clone + Default + Hash + Debug + Ord + Eq + Send + Sync
+    'static + Copy + Clone + Default + Hash + Debug + Ord + Eq + Send + Sync
 {
     fn new(x: usize) -> Self;
     fn id(&self) -> usize;
diff --git a/src/graph_impl/static_graph/graph.rs b/src/graph_impl/static_graph/graph.rs
index 9733db43..394a369e 100644
--- a/src/graph_impl/static_graph/graph.rs
+++ b/src/graph_impl/static_graph/graph.rs
@@ -40,7 +40,7 @@ use std::ops::Add;
 pub type TypedUnStaticGraph<Id, NL, EL = NL, L = Id> = TypedStaticGraph<Id, NL, EL, Undirected, L>;
 pub type TypedDiStaticGraph<Id, NL, EL = NL, L = Id> = TypedStaticGraph<Id, NL, EL, Directed, L>;
 pub type StaticGraph<NL, EL, Ty = DefaultTy, L = DefaultId> =
-TypedStaticGraph<DefaultId, NL, EL, Ty, L>;
+    TypedStaticGraph<DefaultId, NL, EL, Ty, L>;
 pub type UnStaticGraph<NL, EL = NL, L = DefaultId> = StaticGraph<NL, EL, Undirected, L>;
 pub type DiStaticGraph<NL, EL = NL, L = DefaultId> = StaticGraph<NL, EL, Directed, L>;
 
@@ -64,7 +64,7 @@ pub struct TypedStaticGraph<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphT
 }
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> PartialEq
-for TypedStaticGraph<Id, NL, EL, Ty, L>
+    for TypedStaticGraph<Id, NL, EL, Ty, L>
 {
     fn eq(&self, other: &TypedStaticGraph<Id, NL, EL, Ty, L>) -> bool {
         if !self.node_count() == other.node_count() || !self.edge_count() == other.edge_count() {
@@ -88,11 +88,12 @@ for TypedStaticGraph<Id, NL, EL, Ty, L>
 }
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Eq
-for TypedStaticGraph<Id, NL, EL, Ty, L>
-{}
+    for TypedStaticGraph<Id, NL, EL, Ty, L>
+{
+}
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Hash
-for TypedStaticGraph<Id, NL, EL, Ty, L>
+    for TypedStaticGraph<Id, NL, EL, Ty, L>
 {
     fn hash<H: Hasher>(&self, state: &mut H) {
         {
@@ -118,25 +119,27 @@ for TypedStaticGraph<Id, NL, EL, Ty, L>
 }
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Serialize
-for TypedStaticGraph<Id, NL, EL, Ty, L>
-    where
-        Id: serde::Serialize,
-        NL: serde::Serialize,
-        EL: serde::Serialize,
-        L: serde::Serialize,
-{}
+    for TypedStaticGraph<Id, NL, EL, Ty, L>
+where
+    Id: serde::Serialize,
+    NL: serde::Serialize,
+    EL: serde::Serialize,
+    L: serde::Serialize,
+{
+}
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Deserialize
-for TypedStaticGraph<Id, NL, EL, Ty, L>
-    where
-        Id: for<'de> serde::Deserialize<'de>,
-        NL: for<'de> serde::Deserialize<'de>,
-        EL: for<'de> serde::Deserialize<'de>,
-        L: for<'de> serde::Deserialize<'de>,
-{}
+    for TypedStaticGraph<Id, NL, EL, Ty, L>
+where
+    Id: for<'de> serde::Deserialize<'de>,
+    NL: for<'de> serde::Deserialize<'de>,
+    EL: for<'de> serde::Deserialize<'de>,
+    L: for<'de> serde::Deserialize<'de>,
+{
+}
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
-TypedStaticGraph<Id, NL, EL, Ty, L>
+    TypedStaticGraph<Id, NL, EL, Ty, L>
 {
     pub fn empty() -> Self {
         Self::new(EdgeVec::default(), None, None, None)
@@ -415,7 +418,7 @@ TypedStaticGraph<Id, NL, EL, Ty, L>
 }
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> GraphTrait<Id, L>
-for TypedStaticGraph<Id, NL, EL, Ty, L>
+    for TypedStaticGraph<Id, NL, EL, Ty, L>
 {
     #[inline]
     fn get_node(&self, id: Id) -> NodeType<Id, L> {
@@ -555,7 +558,7 @@ for TypedStaticGraph<Id, NL, EL, Ty, L>
 }
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
-GraphLabelTrait<Id, NL, EL, L> for TypedStaticGraph<Id, NL, EL, Ty, L>
+    GraphLabelTrait<Id, NL, EL, L> for TypedStaticGraph<Id, NL, EL, Ty, L>
 {
     #[inline(always)]
     fn get_node_label_map(&self) -> &SetMap<NL> {
@@ -569,11 +572,12 @@ GraphLabelTrait<Id, NL, EL, L> for TypedStaticGraph<Id, NL, EL, Ty, L>
 }
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> UnGraphTrait<Id, L>
-for TypedUnStaticGraph<Id, NL, EL, L>
-{}
+    for TypedUnStaticGraph<Id, NL, EL, L>
+{
+}
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> DiGraphTrait<Id, L>
-for TypedDiStaticGraph<Id, NL, EL, L>
+    for TypedDiStaticGraph<Id, NL, EL, L>
 {
     #[inline]
     fn in_degree(&self, id: Id) -> usize {
@@ -594,7 +598,7 @@ for TypedDiStaticGraph<Id, NL, EL, L>
 }
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> GeneralGraph<Id, NL, EL, L>
-for TypedUnStaticGraph<Id, NL, EL, L>
+    for TypedUnStaticGraph<Id, NL, EL, L>
 {
     #[inline(always)]
     fn as_graph(&self) -> &GraphTrait<Id, L> {
@@ -613,7 +617,7 @@ for TypedUnStaticGraph<Id, NL, EL, L>
 }
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> GeneralGraph<Id, NL, EL, L>
-for TypedDiStaticGraph<Id, NL, EL, L>
+    for TypedDiStaticGraph<Id, NL, EL, L>
 {
     #[inline(always)]
     fn as_graph(&self) -> &GraphTrait<Id, L> {
@@ -659,7 +663,7 @@ fn _merge_labels<NL>(_labels1: Option<Vec<NL>>, _labels2: Option<Vec<NL>>) -> Op
 }
 
 impl<Id: IdType, NL: Hash + Eq + Clone, EL: Hash + Eq + Clone, Ty: GraphType, L: IdType> Add
-for TypedStaticGraph<Id, NL, EL, Ty, L>
+    for TypedStaticGraph<Id, NL, EL, Ty, L>
 {
     type Output = TypedStaticGraph<Id, NL, EL, Ty, L>;
 
diff --git a/src/property/filter/hash_property_cache.rs b/src/property/filter/hash_property_cache.rs
index 396c3c91..01c31892 100644
--- a/src/property/filter/hash_property_cache.rs
+++ b/src/property/filter/hash_property_cache.rs
@@ -58,6 +58,13 @@ impl<Id: IdType> NodeCache<Id> for HashNodeCache {
         self.node_map[id.id()] = value;
         true
     }
+    fn get_mut(&mut self, id: Id) -> PropertyResult<&mut JsonValue> {
+        if self.node_map.len() > id.id() {
+            Ok(self.node_map.get_mut(id.id()).unwrap())
+        } else {
+            Err(PropertyError::NodeNotFoundError)
+        }
+    }
 }
 
 pub struct HashEdgeCache<Id: IdType> {
@@ -97,4 +104,15 @@ impl<Id: IdType> EdgeCache<Id> for HashEdgeCache<Id> {
         mut_target.insert(dst, value);
         result
     }
+    fn get_mut(&mut self, src: Id, dst: Id) -> PropertyResult<&mut JsonValue> {
+        if self.edge_map.len() > src.id() {
+            if let Some(value) = self.edge_map.get_mut(src.id()).unwrap().get_mut(&dst) {
+                Ok(value)
+            } else {
+                Err(PropertyError::EdgeNotFoundError)
+            }
+        } else {
+            Err(PropertyError::EdgeNotFoundError)
+        }
+    }
 }
diff --git a/src/property/filter/mod.rs b/src/property/filter/mod.rs
index 2ca7bd6f..1341d102 100644
--- a/src/property/filter/mod.rs
+++ b/src/property/filter/mod.rs
@@ -86,10 +86,14 @@ pub trait NodeCache<Id: IdType> {
     fn get(&self, id: Id) -> PropertyResult<&JsonValue>;
 
     fn set(&mut self, id: Id, value: JsonValue) -> bool;
+
+    fn get_mut(&mut self, id: Id) -> PropertyResult<&mut JsonValue>;
 }
 
 pub trait EdgeCache<Id: IdType> {
     fn get(&self, src: Id, dst: Id) -> PropertyResult<&JsonValue>;
 
     fn set(&mut self, src: Id, dst: Id, value: JsonValue) -> bool;
+
+    fn get_mut(&mut self, src: Id, dst: Id) -> PropertyResult<&mut JsonValue>;
 }
diff --git a/src/property/filter/property_cache.rs b/src/property/filter/property_cache.rs
index 52169806..2016947c 100644
--- a/src/property/filter/property_cache.rs
+++ b/src/property/filter/property_cache.rs
@@ -23,11 +23,10 @@ use std::sync::Arc;
 
 use generic::{DefaultId, IdType};
 use property::filter::{EdgeCache, HashEdgeCache, HashNodeCache, NodeCache, PropertyResult};
-use property::{PropertyGraph, RocksProperty};
+use property::{PropertyError, PropertyGraph, RocksProperty};
 
 use serde_json::json;
 use serde_json::Value as JsonValue;
-use std::cell::RefCell;
 use std::marker::{Send, Sync};
 use std::mem::swap;
 
@@ -123,36 +122,42 @@ impl<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>
         if self.is_disabled() {
             panic!("Property Graph Disabled.")
         }
+        let property_graph = self.property_graph.clone().unwrap();
+        let value = self.node_cache.get_mut(id)?;
 
-        let result = self.node_cache.get(id).unwrap().clone();
-        if result == json!(null) {
-            let mut value = json!(null);
-            let property_graph = self.property_graph.clone().unwrap();
-
+        if *value == json!(null) {
             if let Some(result) = property_graph.get_node_property_all(id)? {
-                value = result;
+                *value = result;
+                Ok(value)
+            } else {
+                Err(PropertyError::NodeNotFoundError)
             }
-            self.node_cache.set(id, value);
+        } else {
+            Ok(value)
         }
-        self.node_cache.get(id)
     }
 
     pub fn get_edge_property(&mut self, mut src: Id, mut dst: Id) -> PropertyResult<&JsonValue> {
         if self.is_disabled() {
             panic!("Property Graph Disabled.")
         }
+        if src > dst {
+            swap(&mut src, &mut dst);
+        }
 
-        let result = self.edge_cache.get(src, dst).unwrap().clone();
-        if result == json!(null) {
-            let mut value = json!(null);
-            let property_graph = self.property_graph.clone().unwrap();
+        let property_graph = self.property_graph.clone().unwrap();
+        let value = self.edge_cache.get_mut(src, dst)?;
 
+        if *value == json!(null) {
             if let Some(result) = property_graph.get_edge_property_all(src, dst)? {
-                value = result;
+                *value = result;
+                Ok(value)
+            } else {
+                Err(PropertyError::EdgeNotFoundError)
             }
-            self.edge_cache.set(src, dst, value);
+        } else {
+            Ok(value)
         }
-        self.edge_cache.get(src, dst)
     }
 
     pub fn is_disabled(&self) -> bool {

From 9778d905f5f75c2305ed40e423c8b84e52f59927 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Fri, 14 Jun 2019 16:45:57 +1000
Subject: [PATCH 264/391] Added crate lru

---
 Cargo.toml                                 |   2 +
 src/property/filter/hash_property_cache.rs |   1 +
 src/property/filter/lru_cache.rs           | 811 +++++++++++++++++++++
 3 files changed, 814 insertions(+)
 create mode 100644 src/property/filter/lru_cache.rs

diff --git a/Cargo.toml b/Cargo.toml
index 1e558bc6..832d163e 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -27,6 +27,8 @@ rayon = "1.0.3"
 serde_json = "1.0.39"
 fxhash = "0.2.1"
 rocksdb = "0.12.2"
+lru = "0.1.15"
+scoped_threadpool = "0.1.9"
 
 
 [dev-dependencies]
diff --git a/src/property/filter/hash_property_cache.rs b/src/property/filter/hash_property_cache.rs
index 01c31892..06c78f8b 100644
--- a/src/property/filter/hash_property_cache.rs
+++ b/src/property/filter/hash_property_cache.rs
@@ -18,6 +18,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
+extern crate lru;
 
 use generic::IdType;
 use hashbrown::HashMap;
diff --git a/src/property/filter/lru_cache.rs b/src/property/filter/lru_cache.rs
new file mode 100644
index 00000000..e7becca6
--- /dev/null
+++ b/src/property/filter/lru_cache.rs
@@ -0,0 +1,811 @@
+#![no_std]
+#![cfg_attr(feature = "nightly", feature(alloc))]
+
+extern crate hashbrown;
+#[cfg(test)]
+extern crate scoped_threadpool;
+
+#[cfg(not(feature = "nightly"))]
+extern crate std as alloc;
+
+use alloc::boxed::Box;
+use core::hash::{BuildHasher, Hash, Hasher};
+use core::iter::FusedIterator;
+use core::marker::PhantomData;
+use core::mem;
+use core::ptr;
+use core::usize;
+use hashbrown::hash_map::DefaultHashBuilder;
+use hashbrown::HashMap;
+
+#[cfg(test)]
+#[macro_use]
+extern crate std;
+
+#[cfg(feature = "nightly")]
+extern crate alloc;
+
+// Struct used to hold a reference to a key
+struct KeyRef<K> {
+    k: *const K,
+}
+
+impl<K: Hash> Hash for KeyRef<K> {
+    fn hash<H: Hasher>(&self, state: &mut H) {
+        unsafe { (*self.k).hash(state) }
+    }
+}
+
+impl<K: PartialEq> PartialEq for KeyRef<K> {
+    fn eq(&self, other: &KeyRef<K>) -> bool {
+        unsafe { (*self.k).eq(&*other.k) }
+    }
+}
+
+impl<K: Eq> Eq for KeyRef<K> {}
+
+// Struct used to hold a key value pair. Also contains references to previous and next entries
+// so we can maintain the entries in a linked list ordered by their use.
+struct LruEntry<K, V> {
+    key: K,
+    val: V,
+    prev: *mut LruEntry<K, V>,
+    next: *mut LruEntry<K, V>,
+}
+
+impl<K, V> LruEntry<K, V> {
+    fn new(key: K, val: V) -> Self {
+        LruEntry {
+            key,
+            val,
+            prev: ptr::null_mut(),
+            next: ptr::null_mut(),
+        }
+    }
+}
+
+/// An LRU Cache
+pub struct LruCache<K, V, S = DefaultHashBuilder> {
+    map: HashMap<KeyRef<K>, Box<LruEntry<K, V>>, S>,
+    cap: usize,
+
+    // head and tail are sigil nodes to faciliate inserting entries
+    head: *mut LruEntry<K, V>,
+    tail: *mut LruEntry<K, V>,
+}
+
+impl<K: Hash + Eq, V> LruCache<K, V> {
+    /// Creates a new LRU Cache that holds at most `cap` items.
+    ///
+    /// # Example
+    ///
+    /// ```
+    /// use lru::LruCache;
+    /// let mut cache: LruCache<isize, &str> = LruCache::new(10);
+    /// ```
+    pub fn new(cap: usize) -> LruCache<K, V> {
+        LruCache::construct(cap, HashMap::with_capacity(cap))
+    }
+
+    /// Creates a new LRU Cache that never automatically evicts items.
+    ///
+    /// # Example
+    ///
+    /// ```
+    /// use lru::LruCache;
+    /// let mut cache: LruCache<isize, &str> = LruCache::unbounded();
+    /// ```
+    pub fn unbounded() -> LruCache<K, V> {
+        LruCache::construct(usize::MAX, HashMap::default())
+    }
+}
+
+impl<K: Hash + Eq, V, S: BuildHasher> LruCache<K, V, S> {
+    /// Creates a new LRU Cache that holds at most `cap` items and
+    /// uses the providedash builder to hash keys.
+    ///
+    /// # Example
+    ///
+    /// ```
+    /// extern crate hashbrown;
+    /// use hashbrown;
+    /// use hashbrown::HashMap;
+    /// use hashbrown::hash_map::DefaultHashBuilder;
+    /// use lru::LruCache;
+    ///
+    /// let s = DefaultHashBuilder::default();
+    /// let mut cache: LruCache<isize, &str> = LruCache::with_hasher(10, s);
+    /// ```
+    pub fn with_hasher(cap: usize, hash_builder: S) -> LruCache<K, V, S> {
+        LruCache::construct(cap, HashMap::with_capacity_and_hasher(cap, hash_builder))
+    }
+
+    /// Creates a new LRU Cache with the given capacity.
+    fn construct(cap: usize, map: HashMap<KeyRef<K>, Box<LruEntry<K, V>>, S>) -> LruCache<K, V, S> {
+        // NB: The compiler warns that cache does not need to be marked as mutable if we
+        // declare it as such since we only mutate it inside the unsafe block.
+        let cache = LruCache {
+            map,
+            cap,
+            head: unsafe { Box::into_raw(Box::new(mem::uninitialized::<LruEntry<K, V>>())) },
+            tail: unsafe { Box::into_raw(Box::new(mem::uninitialized::<LruEntry<K, V>>())) },
+        };
+
+        unsafe {
+            (*cache.head).next = cache.tail;
+            (*cache.tail).prev = cache.head;
+        }
+
+        cache
+    }
+
+    /// Puts a key-value pair into cache. If the key already exists it updates its value.
+    ///
+    /// # Example
+    ///
+    /// ```
+    /// use lru::LruCache;
+    /// let mut cache = LruCache::new(2);
+    ///
+    /// cache.put(1, "a");
+    /// cache.put(2, "b");
+    /// assert_eq!(cache.get(&1), Some(&"a"));
+    /// assert_eq!(cache.get(&2), Some(&"b"));
+    /// ```
+    pub fn put(&mut self, k: K, v: V) {
+        let node_ptr = self.map.get_mut(&KeyRef { k: &k }).map(|node| {
+            let node_ptr: *mut LruEntry<K, V> = &mut **node;
+            node_ptr
+        });
+
+        match node_ptr {
+            Some(node_ptr) => {
+                // if the key is already in the cache just update its value and move it to the
+                // front of the list
+                unsafe { (*node_ptr).val = v };
+                self.detach(node_ptr);
+                self.attach(node_ptr);
+            }
+            None => {
+                let mut node = if self.len() == self.cap() {
+                    // if the cache is full, remove the last entry so we can use it for the new key
+                    let old_key = KeyRef {
+                        k: unsafe { &(*(*self.tail).prev).key },
+                    };
+                    let mut old_node = self.map.remove(&old_key).unwrap();
+
+                    old_node.key = k;
+                    old_node.val = v;
+
+                    let node_ptr: *mut LruEntry<K, V> = &mut *old_node;
+                    self.detach(node_ptr);
+
+                    old_node
+                } else {
+                    // if the cache is not full allocate a new LruEntry
+                    Box::new(LruEntry::new(k, v))
+                };
+
+                let node_ptr: *mut LruEntry<K, V> = &mut *node;
+                self.attach(node_ptr);
+
+                let keyref = unsafe { &(*node_ptr).key };
+                self.map.insert(KeyRef { k: keyref }, node);
+            }
+        }
+    }
+
+    /// Returns a reference to the value of the key in the cache or `None` if it is not
+    /// present in the cache. Moves the key to the head of the LRU list if it exists.
+    ///
+    /// # Example
+    ///
+    /// ```
+    /// use lru::LruCache;
+    /// let mut cache = LruCache::new(2);
+    ///
+    /// cache.put(1, "a");
+    /// cache.put(2, "b");
+    /// cache.put(2, "c");
+    /// cache.put(3, "d");
+    ///
+    /// assert_eq!(cache.get(&1), None);
+    /// assert_eq!(cache.get(&2), Some(&"c"));
+    /// assert_eq!(cache.get(&3), Some(&"d"));
+    /// ```
+    pub fn get<'a>(&'a mut self, k: &K) -> Option<&'a V> {
+        let key = KeyRef { k };
+        let (node_ptr, value) = match self.map.get_mut(&key) {
+            None => (None, None),
+            Some(node) => {
+                let node_ptr: *mut LruEntry<K, V> = &mut **node;
+                // we need to use node_ptr to get a reference to val here because
+                // detach and attach require a mutable reference to self here which
+                // would be disallowed if we set value equal to &node.val
+                (Some(node_ptr), Some(unsafe { &(*node_ptr).val }))
+            }
+        };
+
+        match node_ptr {
+            None => (),
+            Some(node_ptr) => {
+                self.detach(node_ptr);
+                self.attach(node_ptr);
+            }
+        }
+
+        value
+    }
+
+    /// Returns a mutable reference to the value of the key in the cache or `None` if it
+    /// is not present in the cache. Moves the key to the head of the LRU list if it exists.
+    ///
+    /// # Example
+    ///
+    /// ```
+    /// use lru::LruCache;
+    /// let mut cache = LruCache::new(2);
+    ///
+    /// cache.put("apple", 8);
+    /// cache.put("banana", 4);
+    /// cache.put("banana", 6);
+    /// cache.put("pear", 2);
+    ///
+    /// assert_eq!(cache.get_mut(&"apple"), None);
+    /// assert_eq!(cache.get_mut(&"banana"), Some(&mut 6));
+    /// assert_eq!(cache.get_mut(&"pear"), Some(&mut 2));
+    /// ```
+    pub fn get_mut<'a>(&'a mut self, k: &K) -> Option<&'a mut V> {
+        let key = KeyRef { k };
+        let (node_ptr, value) = match self.map.get_mut(&key) {
+            None => (None, None),
+            Some(node) => {
+                let node_ptr: *mut LruEntry<K, V> = &mut **node;
+                // we need to use node_ptr to get a reference to val here because
+                // detach and attach require a mutable reference to self here which
+                // would be disallowed if we set value equal to &node.val
+                (Some(node_ptr), Some(unsafe { &mut (*node_ptr).val }))
+            }
+        };
+
+        match node_ptr {
+            None => (),
+            Some(node_ptr) => {
+                self.detach(node_ptr);
+                self.attach(node_ptr);
+            }
+        }
+
+        value
+    }
+
+    /// Returns the value corresponding to the key in the cache or `None` if it is not
+    /// present in the cache. Unlike `get`, `peek` does not update the LRU list so the
+    /// key's position will be unchanged.
+    ///
+    /// # Example
+    ///
+    /// ```
+    /// use lru::LruCache;
+    /// let mut cache = LruCache::new(2);
+    ///
+    /// cache.put(1, "a");
+    /// cache.put(2, "b");
+    ///
+    /// assert_eq!(cache.peek(&1), Some(&"a"));
+    /// assert_eq!(cache.peek(&2), Some(&"b"));
+    /// ```
+    pub fn peek<'a>(&'a self, k: &K) -> Option<&'a V> {
+        let key = KeyRef { k };
+        match self.map.get(&key) {
+            None => None,
+            Some(node) => Some(&node.val),
+        }
+    }
+
+    /// Returns the value corresponding to the least recently used item or `None` if the
+    /// cache is empty. Like `peek`, `peek_lru` does not update the LRU list so the item's
+    /// position will be unchanged.
+    ///
+    /// # Example
+    ///
+    /// ```
+    /// use lru::LruCache;
+    /// let mut cache = LruCache::new(2);
+    ///
+    /// cache.put(1, "a");
+    /// cache.put(2, "b");
+    ///
+    /// assert_eq!(cache.peek_lru(), Some((&1, &"a")));
+    /// ```
+    pub fn peek_lru<'a>(&'a self) -> Option<(&'a K, &'a V)> {
+        if self.len() == 0 {
+            return None;
+        }
+
+        let (key, val);
+        unsafe {
+            let node = (*self.tail).prev;
+            key = &(*node).key;
+            val = &(*node).val;
+        }
+
+        Some((key, val))
+    }
+
+    /// Returns a bool indicating whether the given key is in the cache. Does not update the
+    /// LRU list.
+    ///
+    /// # Example
+    ///
+    /// ```
+    /// use lru::LruCache;
+    /// let mut cache = LruCache::new(2);
+    ///
+    /// cache.put(1, "a");
+    /// cache.put(2, "b");
+    /// cache.put(3, "c");
+    ///
+    /// assert!(!cache.contains(&1));
+    /// assert!(cache.contains(&2));
+    /// assert!(cache.contains(&3));
+    /// ```
+    pub fn contains(&self, k: &K) -> bool {
+        let key = KeyRef { k };
+        self.map.contains_key(&key)
+    }
+
+    /// Removes and returns the value corresponding to the key from the cache or
+    /// `None` if it does not exist.
+    ///
+    /// # Example
+    ///
+    /// ```
+    /// use lru::LruCache;
+    /// let mut cache = LruCache::new(2);
+    ///
+    /// cache.put(2, "a");
+    ///
+    /// assert_eq!(cache.pop(&1), None);
+    /// assert_eq!(cache.pop(&2), Some("a"));
+    /// assert_eq!(cache.pop(&2), None);
+    /// assert_eq!(cache.len(), 0);
+    /// ```
+    pub fn pop(&mut self, k: &K) -> Option<V> {
+        let key = KeyRef { k };
+        match self.map.remove(&key) {
+            None => None,
+            Some(mut old_node) => {
+                let node_ptr: *mut LruEntry<K, V> = &mut *old_node;
+                self.detach(node_ptr);
+                Some(old_node.val)
+            }
+        }
+    }
+
+    /// Removes and returns the key and value corresponding to the least recently
+    /// used item or `None` if the cache is empty.
+    ///
+    /// # Example
+    ///
+    /// ```
+    /// use lru::LruCache;
+    /// let mut cache = LruCache::new(2);
+    ///
+    /// cache.put(2, "a");
+    /// cache.put(3, "b");
+    /// cache.put(4, "c");
+    /// cache.get(&3);
+    ///
+    /// assert_eq!(cache.pop_lru(), Some((4, "c")));
+    /// assert_eq!(cache.pop_lru(), Some((3, "b")));
+    /// assert_eq!(cache.pop_lru(), None);
+    /// assert_eq!(cache.len(), 0);
+    /// ```
+    pub fn pop_lru(&mut self) -> Option<(K, V)> {
+        let node = self.remove_last()?;
+        // N.B.: Can't destructure directly because of https://github.com/rust-lang/rust/issues/28536
+        let node = *node;
+        let LruEntry { key, val, .. } = node;
+        Some((key, val))
+    }
+
+    /// Returns the number of key-value pairs that are currently in the the cache.
+    ///
+    /// # Example
+    ///
+    /// ```
+    /// use lru::LruCache;
+    /// let mut cache = LruCache::new(2);
+    /// assert_eq!(cache.len(), 0);
+    ///
+    /// cache.put(1, "a");
+    /// assert_eq!(cache.len(), 1);
+    ///
+    /// cache.put(2, "b");
+    /// assert_eq!(cache.len(), 2);
+    ///
+    /// cache.put(3, "c");
+    /// assert_eq!(cache.len(), 2);
+    /// ```
+    pub fn len(&self) -> usize {
+        self.map.len()
+    }
+
+    /// Returns a bool indicating whether the cache is empty or not.
+    ///
+    /// # Example
+    ///
+    /// ```
+    /// use lru::LruCache;
+    /// let mut cache = LruCache::new(2);
+    /// assert!(cache.is_empty());
+    ///
+    /// cache.put(1, "a");
+    /// assert!(!cache.is_empty());
+    /// ```
+    pub fn is_empty(&self) -> bool {
+        self.map.len() == 0
+    }
+
+    /// Returns the maximum number of key-value pairs the cache can hold.
+    ///
+    /// # Example
+    ///
+    /// ```
+    /// use lru::LruCache;
+    /// let mut cache: LruCache<isize, &str> = LruCache::new(2);
+    /// assert_eq!(cache.cap(), 2);
+    /// ```
+    pub fn cap(&self) -> usize {
+        self.cap
+    }
+
+    /// Resizes the cache. If the new capacity is smaller than the size of the current
+    /// cache any entries past the new capacity are discarded.
+    ///
+    /// # Example
+    ///
+    /// ```
+    /// use lru::LruCache;
+    /// let mut cache: LruCache<isize, &str> = LruCache::new(2);
+    ///
+    /// cache.put(1, "a");
+    /// cache.put(2, "b");
+    /// cache.resize(4);
+    /// cache.put(3, "c");
+    /// cache.put(4, "d");
+    ///
+    /// assert_eq!(cache.len(), 4);
+    /// assert_eq!(cache.get(&1), Some(&"a"));
+    /// assert_eq!(cache.get(&2), Some(&"b"));
+    /// assert_eq!(cache.get(&3), Some(&"c"));
+    /// assert_eq!(cache.get(&4), Some(&"d"));
+    /// ```
+    pub fn resize(&mut self, cap: usize) {
+        // return early if capacity doesn't change
+        if cap == self.cap {
+            return;
+        }
+
+        while self.map.len() > cap {
+            self.remove_last();
+        }
+        self.map.shrink_to_fit();
+
+        self.cap = cap;
+    }
+
+    /// Clears the contents of the cache.
+    ///
+    /// # Example
+    ///
+    /// ```
+    /// use lru::LruCache;
+    /// let mut cache: LruCache<isize, &str> = LruCache::new(2);
+    /// assert_eq!(cache.len(), 0);
+    ///
+    /// cache.put(1, "a");
+    /// assert_eq!(cache.len(), 1);
+    ///
+    /// cache.put(2, "b");
+    /// assert_eq!(cache.len(), 2);
+    ///
+    /// cache.clear();
+    /// assert_eq!(cache.len(), 0);
+    /// ```
+    pub fn clear(&mut self) {
+        loop {
+            match self.remove_last() {
+                Some(_) => (),
+                None => break,
+            }
+        }
+    }
+
+    /// An iterator visiting all entries in order. The iterator element type is `(&'a K, &'a V)`.
+    ///
+    /// # Examples
+    ///
+    /// ```
+    /// use lru::LruCache;
+    ///
+    /// let mut cache = LruCache::new(3);
+    /// cache.put("a", 1);
+    /// cache.put("b", 2);
+    /// cache.put("c", 3);
+    ///
+    /// for (key, val) in cache.iter() {
+    ///     println!("key: {} val: {}", key, val);
+    /// }
+    /// ```
+    pub fn iter<'a>(&'a self) -> Iter<'a, K, V> {
+        Iter {
+            len: self.len(),
+            ptr: unsafe { (*self.head).next },
+            end: unsafe { (*self.tail).prev },
+            phantom: PhantomData,
+        }
+    }
+
+    /// An iterator visiting all entries in order, giving a mutable reference on V.
+    /// The iterator element type is `(&'a K, &'a mut V)`.
+    ///
+    /// # Examples
+    ///
+    /// ```
+    /// use lru::LruCache;
+    ///
+    /// struct HddBlock {
+    ///     dirty: bool,
+    ///     data: [u8; 512]
+    /// }
+    ///
+    /// let mut cache = LruCache::new(3);
+    /// cache.put(0, HddBlock { dirty: false, data: [0x00; 512]});
+    /// cache.put(1, HddBlock { dirty: true,  data: [0x55; 512]});
+    /// cache.put(2, HddBlock { dirty: true,  data: [0x77; 512]});
+    ///
+    /// // write dirty blocks to disk.
+    /// for (block_id, block) in cache.iter_mut() {
+    ///     if block.dirty {
+    ///         // write block to disk
+    ///         block.dirty = false
+    ///     }
+    /// }
+    /// ```
+    pub fn iter_mut<'a>(&'a mut self) -> IterMut<'a, K, V> {
+        IterMut {
+            len: self.len(),
+            ptr: unsafe { (*self.head).next },
+            end: unsafe { (*self.tail).prev },
+            phantom: PhantomData,
+        }
+    }
+
+    fn remove_last(&mut self) -> Option<Box<LruEntry<K, V>>> {
+        let prev;
+        unsafe { prev = (*self.tail).prev }
+        if prev != self.head {
+            let old_key = KeyRef {
+                k: unsafe { &(*(*self.tail).prev).key },
+            };
+            let mut old_node = self.map.remove(&old_key).unwrap();
+            let node_ptr: *mut LruEntry<K, V> = &mut *old_node;
+            self.detach(node_ptr);
+            Some(old_node)
+        } else {
+            None
+        }
+    }
+
+    fn detach(&mut self, node: *mut LruEntry<K, V>) {
+        unsafe {
+            (*(*node).prev).next = (*node).next;
+            (*(*node).next).prev = (*node).prev;
+        }
+    }
+
+    fn attach(&mut self, node: *mut LruEntry<K, V>) {
+        unsafe {
+            (*node).next = (*self.head).next;
+            (*node).prev = self.head;
+            (*self.head).next = node;
+            (*(*node).next).prev = node;
+        }
+    }
+}
+
+impl<K, V, S> Drop for LruCache<K, V, S> {
+    fn drop(&mut self) {
+        // Prevent compiler from trying to drop the un-initialized fields key and val in head
+        // and tail
+        unsafe {
+            let head = *Box::from_raw(self.head);
+            let tail = *Box::from_raw(self.tail);
+
+            let LruEntry {
+                key: head_key,
+                val: head_val,
+                ..
+            } = head;
+            let LruEntry {
+                key: tail_key,
+                val: tail_val,
+                ..
+            } = tail;
+
+            mem::forget(head_key);
+            mem::forget(head_val);
+            mem::forget(tail_key);
+            mem::forget(tail_val);
+        }
+    }
+}
+
+impl<'a, K: Hash + Eq, V, S: BuildHasher> IntoIterator for &'a LruCache<K, V, S> {
+    type Item = (&'a K, &'a V);
+    type IntoIter = Iter<'a, K, V>;
+
+    fn into_iter(self) -> Iter<'a, K, V> {
+        self.iter()
+    }
+}
+
+impl<'a, K: Hash + Eq, V, S: BuildHasher> IntoIterator for &'a mut LruCache<K, V, S> {
+    type Item = (&'a K, &'a mut V);
+    type IntoIter = IterMut<'a, K, V>;
+
+    fn into_iter(self) -> IterMut<'a, K, V> {
+        self.iter_mut()
+    }
+}
+
+// The compiler does not automatically derive Send and Sync for LruCache because it contains
+// raw pointers. The raw pointers are safely encapsulated by LruCache though so we can
+// implement Send and Sync for it below.
+unsafe impl<K: Send, V: Send> Send for LruCache<K, V> {}
+unsafe impl<K: Sync, V: Sync> Sync for LruCache<K, V> {}
+
+/// An iterator over the entries of a `LruCache`.
+///
+/// This `struct` is created by the [`iter`] method on [`LruCache`][`LruCache`]. See its
+/// documentation for more.
+///
+/// [`iter`]: struct.LruCache.html#method.iter
+/// [`LruCache`]: struct.LruCache.html
+pub struct Iter<'a, K: 'a, V: 'a> {
+    len: usize,
+
+    ptr: *const LruEntry<K, V>,
+    end: *const LruEntry<K, V>,
+
+    phantom: PhantomData<&'a K>,
+}
+
+impl<'a, K, V> Iterator for Iter<'a, K, V> {
+    type Item = (&'a K, &'a V);
+
+    fn next(&mut self) -> Option<(&'a K, &'a V)> {
+        if self.len == 0 {
+            return None;
+        }
+
+        let key = unsafe { &(*self.ptr).key };
+        let val = unsafe { &(*self.ptr).val };
+
+        self.len -= 1;
+        self.ptr = unsafe { (*self.ptr).next };
+
+        Some((key, val))
+    }
+
+    fn size_hint(&self) -> (usize, Option<usize>) {
+        (self.len, Some(self.len))
+    }
+
+    fn count(self) -> usize {
+        self.len
+    }
+}
+
+impl<'a, K, V> DoubleEndedIterator for Iter<'a, K, V> {
+    fn next_back(&mut self) -> Option<(&'a K, &'a V)> {
+        if self.len == 0 {
+            return None;
+        }
+
+        let key = unsafe { &(*self.end).key };
+        let val = unsafe { &(*self.end).val };
+
+        self.len -= 1;
+        self.end = unsafe { (*self.end).prev };
+
+        Some((key, val))
+    }
+}
+
+impl<'a, K, V> ExactSizeIterator for Iter<'a, K, V> {}
+impl<'a, K, V> FusedIterator for Iter<'a, K, V> {}
+
+impl<'a, K, V> Clone for Iter<'a, K, V> {
+    fn clone(&self) -> Iter<'a, K, V> {
+        Iter {
+            len: self.len,
+            ptr: self.ptr,
+            end: self.end,
+            phantom: PhantomData,
+        }
+    }
+}
+
+// The compiler does not automatically derive Send and Sync for Iter because it contains
+// raw pointers.
+unsafe impl<'a, K: Send, V: Send> Send for Iter<'a, K, V> {}
+unsafe impl<'a, K: Sync, V: Sync> Sync for Iter<'a, K, V> {}
+
+/// An iterator over mutables entries of a `LruCache`.
+///
+/// This `struct` is created by the [`iter_mut`] method on [`LruCache`][`LruCache`]. See its
+/// documentation for more.
+///
+/// [`iter_mut`]: struct.LruCache.html#method.iter_mut
+/// [`LruCache`]: struct.LruCache.html
+pub struct IterMut<'a, K: 'a, V: 'a> {
+    len: usize,
+
+    ptr: *mut LruEntry<K, V>,
+    end: *mut LruEntry<K, V>,
+
+    phantom: PhantomData<&'a K>,
+}
+
+impl<'a, K, V> Iterator for IterMut<'a, K, V> {
+    type Item = (&'a K, &'a mut V);
+
+    fn next(&mut self) -> Option<(&'a K, &'a mut V)> {
+        if self.len == 0 {
+            return None;
+        }
+
+        let key = unsafe { &(*self.ptr).key };
+        let val = unsafe { &mut (*self.ptr).val };
+
+        self.len -= 1;
+        self.ptr = unsafe { (*self.ptr).next };
+
+        Some((key, val))
+    }
+
+    fn size_hint(&self) -> (usize, Option<usize>) {
+        (self.len, Some(self.len))
+    }
+
+    fn count(self) -> usize {
+        self.len
+    }
+}
+
+impl<'a, K, V> DoubleEndedIterator for IterMut<'a, K, V> {
+    fn next_back(&mut self) -> Option<(&'a K, &'a mut V)> {
+        if self.len == 0 {
+            return None;
+        }
+
+        let key = unsafe { &(*self.end).key };
+        let val = unsafe { &mut (*self.end).val };
+
+        self.len -= 1;
+        self.end = unsafe { (*self.end).prev };
+
+        Some((key, val))
+    }
+}
+
+impl<'a, K, V> ExactSizeIterator for IterMut<'a, K, V> {}
+impl<'a, K, V> FusedIterator for IterMut<'a, K, V> {}
+
+// The compiler does not automatically derive Send and Sync for Iter because it contains
+// raw pointers.
+unsafe impl<'a, K: Send, V: Send> Send for IterMut<'a, K, V> {}
+unsafe impl<'a, K: Sync, V: Sync> Sync for IterMut<'a, K, V> {}
\ No newline at end of file

From eea6c59d2c6a91db6f2501a454231263fe050633 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Fri, 14 Jun 2019 16:49:28 +1000
Subject: [PATCH 265/391] Removed warnings

---
 src/property/filter/property_cache.rs | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/property/filter/property_cache.rs b/src/property/filter/property_cache.rs
index 2016947c..0a56d95f 100644
--- a/src/property/filter/property_cache.rs
+++ b/src/property/filter/property_cache.rs
@@ -178,7 +178,7 @@ mod test {
     extern crate tempdir;
 
     use super::*;
-    use property::filter::{HashEdgeCache, HashNodeCache};
+    //    use property::filter::{HashEdgeCache, HashNodeCache};
     use property::RocksProperty as DefaultProperty;
     use serde_json::json;
     use std::collections::HashMap;

From 2ebaac820885ab4aca60e3b8f365179d84f17a93 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Fri, 14 Jun 2019 16:53:48 +1000
Subject: [PATCH 266/391] Removed cypher_tree.txt

---
 src/cypher_tree.txt | 30 ------------------------------
 1 file changed, 30 deletions(-)
 delete mode 100644 src/cypher_tree.txt

diff --git a/src/cypher_tree.txt b/src/cypher_tree.txt
deleted file mode 100644
index af0823d6..00000000
--- a/src/cypher_tree.txt
+++ /dev/null
@@ -1,30 +0,0 @@
- @0   0..84  statement                  body=@1
- @1   0..84  > query                    clauses=[@2, @27]
- @2   0..75  > > MATCH                  pattern=@3, where=@14
- @3   6..23  > > > pattern              paths=[@4]
- @4   6..23  > > > > pattern path       (@5)-[@8]-(@11)
- @5   6..11  > > > > > node pattern     (@6:@7)
- @6   7..8   > > > > > > identifier     `a`
- @7   8..10  > > > > > > label          :`A`
- @8  11..18  > > > > > rel pattern      -[@9:@10]-
- @9  13..14  > > > > > > identifier     `b`
-@10  14..16  > > > > > > rel type       :`B`
-@11  18..23  > > > > > node pattern     (@12:@13)
-@12  19..20  > > > > > > identifier     `c`
-@13  20..22  > > > > > > label          :`C`
-@14  30..75  > > > binary operator      @15 AND @20
-@15  30..54  > > > > binary operator    @16 CONTAINS @19
-@16  30..37  > > > > > property         @17.@18
-@17  30..31  > > > > > > identifier     `a`
-@18  32..36  > > > > > > prop name      `name`
-@19  46..53  > > > > > string           "hello"
-@20  58..75  > > > > comparison         @21 > @26
-@21  58..70  > > > > > binary operator  @22 + @25
-@22  58..64  > > > > > > property       @23.@24
-@23  58..59  > > > > > > > identifier   `a`
-@24  60..63  > > > > > > > prop name    `age`
-@25  66..69  > > > > > > float          5.5
-@26  72..74  > > > > > integer          10
-@27  75..84  > > RETURN                 projections=[@28]
-@28  82..84  > > > projection           expression=@29
-@29  82..83  > > > > identifier         `a`
\ No newline at end of file

From ac70974dcd4a7fd18d7728a70fbc8c6be1a18b3d Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Sat, 15 Jun 2019 20:35:12 +1000
Subject: [PATCH 267/391] Lru cache crate moved to local project

---
 src/property/filter/lru_cache.rs | 25 +++++++------------------
 src/property/filter/mod.rs       |  1 +
 2 files changed, 8 insertions(+), 18 deletions(-)

diff --git a/src/property/filter/lru_cache.rs b/src/property/filter/lru_cache.rs
index e7becca6..a25b8066 100644
--- a/src/property/filter/lru_cache.rs
+++ b/src/property/filter/lru_cache.rs
@@ -1,30 +1,19 @@
-#![no_std]
 #![cfg_attr(feature = "nightly", feature(alloc))]
 
 extern crate hashbrown;
 #[cfg(test)]
 extern crate scoped_threadpool;
 
-#[cfg(not(feature = "nightly"))]
-extern crate std as alloc;
-
-use alloc::boxed::Box;
-use core::hash::{BuildHasher, Hash, Hasher};
-use core::iter::FusedIterator;
-use core::marker::PhantomData;
-use core::mem;
-use core::ptr;
-use core::usize;
+use std::boxed::Box;
+use std::hash::{BuildHasher, Hash, Hasher};
+use std::iter::FusedIterator;
+use std::marker::PhantomData;
+use std::mem;
+use std::ptr;
+use std::usize;
 use hashbrown::hash_map::DefaultHashBuilder;
 use hashbrown::HashMap;
 
-#[cfg(test)]
-#[macro_use]
-extern crate std;
-
-#[cfg(feature = "nightly")]
-extern crate alloc;
-
 // Struct used to hold a reference to a key
 struct KeyRef<K> {
     k: *const K,
diff --git a/src/property/filter/mod.rs b/src/property/filter/mod.rs
index 1341d102..1fd460d0 100644
--- a/src/property/filter/mod.rs
+++ b/src/property/filter/mod.rs
@@ -36,6 +36,7 @@ pub mod node_property_filter;
 pub mod predicate_expression;
 pub mod property_cache;
 pub mod value_expression;
+pub mod lru_cache;
 
 use generic::IdType;
 use serde_json::json;

From ed53115510b9b44dec7ca9a741a96b8d2710348b Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Sat, 15 Jun 2019 23:01:26 +1000
Subject: [PATCH 268/391] Added LruNodeCache and LruEdgeCache

---
 src/property/filter/hash_property_cache.rs |  37 +-
 src/property/filter/lru_cache.rs           | 569 ++-------------------
 src/property/filter/lru_property_cache.rs  | 125 +++++
 src/property/filter/mod.rs                 |   8 +-
 4 files changed, 205 insertions(+), 534 deletions(-)
 create mode 100644 src/property/filter/lru_property_cache.rs

diff --git a/src/property/filter/hash_property_cache.rs b/src/property/filter/hash_property_cache.rs
index 06c78f8b..56062139 100644
--- a/src/property/filter/hash_property_cache.rs
+++ b/src/property/filter/hash_property_cache.rs
@@ -18,7 +18,6 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-extern crate lru;
 
 use generic::IdType;
 use hashbrown::HashMap;
@@ -47,13 +46,13 @@ impl Default for HashNodeCache {
 }
 
 impl<Id: IdType> NodeCache<Id> for HashNodeCache {
-    fn get(&self, id: Id) -> PropertyResult<&JsonValue> {
-        if self.node_map.len() > id.id() {
-            Ok(self.node_map.get(id.id()).unwrap())
-        } else {
-            Err(PropertyError::NodeNotFoundError)
-        }
-    }
+//    fn get(&self, id: Id) -> PropertyResult<&JsonValue> {
+//        if self.node_map.len() > id.id() {
+//            Ok(self.node_map.get(id.id()).unwrap())
+//        } else {
+//            Err(PropertyError::NodeNotFoundError)
+//        }
+//    }
 
     fn set(&mut self, id: Id, value: JsonValue) -> bool {
         self.node_map[id.id()] = value;
@@ -87,17 +86,17 @@ impl<Id: IdType> Default for HashEdgeCache<Id> {
 }
 
 impl<Id: IdType> EdgeCache<Id> for HashEdgeCache<Id> {
-    fn get(&self, src: Id, dst: Id) -> PropertyResult<&JsonValue> {
-        if self.edge_map.len() > src.id() {
-            if let Some(value) = self.edge_map.get(src.id()).unwrap().get(&dst) {
-                Ok(value)
-            } else {
-                Err(PropertyError::EdgeNotFoundError)
-            }
-        } else {
-            Err(PropertyError::EdgeNotFoundError)
-        }
-    }
+//    fn get(&self, src: Id, dst: Id) -> PropertyResult<&JsonValue> {
+//        if self.edge_map.len() > src.id() {
+//            if let Some(value) = self.edge_map.get(src.id()).unwrap().get(&dst) {
+//                Ok(value)
+//            } else {
+//                Err(PropertyError::EdgeNotFoundError)
+//            }
+//        } else {
+//            Err(PropertyError::EdgeNotFoundError)
+//        }
+//    }
 
     fn set(&mut self, src: Id, dst: Id, value: JsonValue) -> bool {
         let result = false;
diff --git a/src/property/filter/lru_cache.rs b/src/property/filter/lru_cache.rs
index a25b8066..81bdbba6 100644
--- a/src/property/filter/lru_cache.rs
+++ b/src/property/filter/lru_cache.rs
@@ -35,18 +35,16 @@ impl<K: Eq> Eq for KeyRef<K> {}
 
 // Struct used to hold a key value pair. Also contains references to previous and next entries
 // so we can maintain the entries in a linked list ordered by their use.
-struct LruEntry<K, V> {
+struct LruEntry<K> {
     key: K,
-    val: V,
-    prev: *mut LruEntry<K, V>,
-    next: *mut LruEntry<K, V>,
+    prev: *mut LruEntry<K>,
+    next: *mut LruEntry<K>,
 }
 
-impl<K, V> LruEntry<K, V> {
-    fn new(key: K, val: V) -> Self {
+impl<K> LruEntry<K> {
+    fn new(key: K) -> Self {
         LruEntry {
             key,
-            val,
             prev: ptr::null_mut(),
             next: ptr::null_mut(),
         }
@@ -54,70 +52,40 @@ impl<K, V> LruEntry<K, V> {
 }
 
 /// An LRU Cache
-pub struct LruCache<K, V, S = DefaultHashBuilder> {
-    map: HashMap<KeyRef<K>, Box<LruEntry<K, V>>, S>,
+pub struct LruCache<K, S = DefaultHashBuilder> {
+    map: HashMap<KeyRef<K>, Box<LruEntry<K>>, S>,
     cap: usize,
 
     // head and tail are sigil nodes to faciliate inserting entries
-    head: *mut LruEntry<K, V>,
-    tail: *mut LruEntry<K, V>,
+    head: *mut LruEntry<K>,
+    tail: *mut LruEntry<K>,
 }
 
-impl<K: Hash + Eq, V> LruCache<K, V> {
-    /// Creates a new LRU Cache that holds at most `cap` items.
-    ///
-    /// # Example
-    ///
-    /// ```
-    /// use lru::LruCache;
-    /// let mut cache: LruCache<isize, &str> = LruCache::new(10);
-    /// ```
-    pub fn new(cap: usize) -> LruCache<K, V> {
+impl<K: Hash + Eq> LruCache<K> {
+
+    pub fn new(cap: usize) -> LruCache<K> {
         LruCache::construct(cap, HashMap::with_capacity(cap))
     }
 
-    /// Creates a new LRU Cache that never automatically evicts items.
-    ///
-    /// # Example
-    ///
-    /// ```
-    /// use lru::LruCache;
-    /// let mut cache: LruCache<isize, &str> = LruCache::unbounded();
-    /// ```
-    pub fn unbounded() -> LruCache<K, V> {
+    pub fn unbounded() -> LruCache<K> {
         LruCache::construct(usize::MAX, HashMap::default())
     }
 }
 
-impl<K: Hash + Eq, V, S: BuildHasher> LruCache<K, V, S> {
-    /// Creates a new LRU Cache that holds at most `cap` items and
-    /// uses the providedash builder to hash keys.
-    ///
-    /// # Example
-    ///
-    /// ```
-    /// extern crate hashbrown;
-    /// use hashbrown;
-    /// use hashbrown::HashMap;
-    /// use hashbrown::hash_map::DefaultHashBuilder;
-    /// use lru::LruCache;
-    ///
-    /// let s = DefaultHashBuilder::default();
-    /// let mut cache: LruCache<isize, &str> = LruCache::with_hasher(10, s);
-    /// ```
-    pub fn with_hasher(cap: usize, hash_builder: S) -> LruCache<K, V, S> {
+impl<K: Hash + Eq, S: BuildHasher> LruCache<K, S> {
+    pub fn with_hasher(cap: usize, hash_builder: S) -> LruCache<K, S> {
         LruCache::construct(cap, HashMap::with_capacity_and_hasher(cap, hash_builder))
     }
 
     /// Creates a new LRU Cache with the given capacity.
-    fn construct(cap: usize, map: HashMap<KeyRef<K>, Box<LruEntry<K, V>>, S>) -> LruCache<K, V, S> {
+    fn construct(cap: usize, map: HashMap<KeyRef<K>, Box<LruEntry<K>>, S>) -> LruCache<K, S> {
         // NB: The compiler warns that cache does not need to be marked as mutable if we
         // declare it as such since we only mutate it inside the unsafe block.
         let cache = LruCache {
             map,
             cap,
-            head: unsafe { Box::into_raw(Box::new(mem::uninitialized::<LruEntry<K, V>>())) },
-            tail: unsafe { Box::into_raw(Box::new(mem::uninitialized::<LruEntry<K, V>>())) },
+            head: unsafe { Box::into_raw(Box::new(mem::uninitialized::<LruEntry<K>>())) },
+            tail: unsafe { Box::into_raw(Box::new(mem::uninitialized::<LruEntry<K>>())) },
         };
 
         unsafe {
@@ -128,30 +96,14 @@ impl<K: Hash + Eq, V, S: BuildHasher> LruCache<K, V, S> {
         cache
     }
 
-    /// Puts a key-value pair into cache. If the key already exists it updates its value.
-    ///
-    /// # Example
-    ///
-    /// ```
-    /// use lru::LruCache;
-    /// let mut cache = LruCache::new(2);
-    ///
-    /// cache.put(1, "a");
-    /// cache.put(2, "b");
-    /// assert_eq!(cache.get(&1), Some(&"a"));
-    /// assert_eq!(cache.get(&2), Some(&"b"));
-    /// ```
-    pub fn put(&mut self, k: K, v: V) {
+    pub fn put(&mut self, k: K) {
         let node_ptr = self.map.get_mut(&KeyRef { k: &k }).map(|node| {
-            let node_ptr: *mut LruEntry<K, V> = &mut **node;
+            let node_ptr: *mut LruEntry<K> = &mut **node;
             node_ptr
         });
 
         match node_ptr {
             Some(node_ptr) => {
-                // if the key is already in the cache just update its value and move it to the
-                // front of the list
-                unsafe { (*node_ptr).val = v };
                 self.detach(node_ptr);
                 self.attach(node_ptr);
             }
@@ -164,18 +116,17 @@ impl<K: Hash + Eq, V, S: BuildHasher> LruCache<K, V, S> {
                     let mut old_node = self.map.remove(&old_key).unwrap();
 
                     old_node.key = k;
-                    old_node.val = v;
 
-                    let node_ptr: *mut LruEntry<K, V> = &mut *old_node;
+                    let node_ptr: *mut LruEntry<K> = &mut *old_node;
                     self.detach(node_ptr);
 
                     old_node
                 } else {
                     // if the cache is not full allocate a new LruEntry
-                    Box::new(LruEntry::new(k, v))
+                    Box::new(LruEntry::new(k))
                 };
 
-                let node_ptr: *mut LruEntry<K, V> = &mut *node;
+                let node_ptr: *mut LruEntry<K> = &mut *node;
                 self.attach(node_ptr);
 
                 let keyref = unsafe { &(*node_ptr).key };
@@ -184,293 +135,35 @@ impl<K: Hash + Eq, V, S: BuildHasher> LruCache<K, V, S> {
         }
     }
 
-    /// Returns a reference to the value of the key in the cache or `None` if it is not
-    /// present in the cache. Moves the key to the head of the LRU list if it exists.
-    ///
-    /// # Example
-    ///
-    /// ```
-    /// use lru::LruCache;
-    /// let mut cache = LruCache::new(2);
-    ///
-    /// cache.put(1, "a");
-    /// cache.put(2, "b");
-    /// cache.put(2, "c");
-    /// cache.put(3, "d");
-    ///
-    /// assert_eq!(cache.get(&1), None);
-    /// assert_eq!(cache.get(&2), Some(&"c"));
-    /// assert_eq!(cache.get(&3), Some(&"d"));
-    /// ```
-    pub fn get<'a>(&'a mut self, k: &K) -> Option<&'a V> {
-        let key = KeyRef { k };
-        let (node_ptr, value) = match self.map.get_mut(&key) {
-            None => (None, None),
-            Some(node) => {
-                let node_ptr: *mut LruEntry<K, V> = &mut **node;
-                // we need to use node_ptr to get a reference to val here because
-                // detach and attach require a mutable reference to self here which
-                // would be disallowed if we set value equal to &node.val
-                (Some(node_ptr), Some(unsafe { &(*node_ptr).val }))
-            }
-        };
-
-        match node_ptr {
-            None => (),
-            Some(node_ptr) => {
-                self.detach(node_ptr);
-                self.attach(node_ptr);
-            }
-        }
-
-        value
-    }
-
-    /// Returns a mutable reference to the value of the key in the cache or `None` if it
-    /// is not present in the cache. Moves the key to the head of the LRU list if it exists.
-    ///
-    /// # Example
-    ///
-    /// ```
-    /// use lru::LruCache;
-    /// let mut cache = LruCache::new(2);
-    ///
-    /// cache.put("apple", 8);
-    /// cache.put("banana", 4);
-    /// cache.put("banana", 6);
-    /// cache.put("pear", 2);
-    ///
-    /// assert_eq!(cache.get_mut(&"apple"), None);
-    /// assert_eq!(cache.get_mut(&"banana"), Some(&mut 6));
-    /// assert_eq!(cache.get_mut(&"pear"), Some(&mut 2));
-    /// ```
-    pub fn get_mut<'a>(&'a mut self, k: &K) -> Option<&'a mut V> {
-        let key = KeyRef { k };
-        let (node_ptr, value) = match self.map.get_mut(&key) {
-            None => (None, None),
-            Some(node) => {
-                let node_ptr: *mut LruEntry<K, V> = &mut **node;
-                // we need to use node_ptr to get a reference to val here because
-                // detach and attach require a mutable reference to self here which
-                // would be disallowed if we set value equal to &node.val
-                (Some(node_ptr), Some(unsafe { &mut (*node_ptr).val }))
-            }
-        };
-
-        match node_ptr {
-            None => (),
-            Some(node_ptr) => {
-                self.detach(node_ptr);
-                self.attach(node_ptr);
-            }
-        }
-
-        value
-    }
-
-    /// Returns the value corresponding to the key in the cache or `None` if it is not
-    /// present in the cache. Unlike `get`, `peek` does not update the LRU list so the
-    /// key's position will be unchanged.
-    ///
-    /// # Example
-    ///
-    /// ```
-    /// use lru::LruCache;
-    /// let mut cache = LruCache::new(2);
-    ///
-    /// cache.put(1, "a");
-    /// cache.put(2, "b");
-    ///
-    /// assert_eq!(cache.peek(&1), Some(&"a"));
-    /// assert_eq!(cache.peek(&2), Some(&"b"));
-    /// ```
-    pub fn peek<'a>(&'a self, k: &K) -> Option<&'a V> {
-        let key = KeyRef { k };
-        match self.map.get(&key) {
-            None => None,
-            Some(node) => Some(&node.val),
-        }
-    }
-
-    /// Returns the value corresponding to the least recently used item or `None` if the
-    /// cache is empty. Like `peek`, `peek_lru` does not update the LRU list so the item's
-    /// position will be unchanged.
-    ///
-    /// # Example
-    ///
-    /// ```
-    /// use lru::LruCache;
-    /// let mut cache = LruCache::new(2);
-    ///
-    /// cache.put(1, "a");
-    /// cache.put(2, "b");
-    ///
-    /// assert_eq!(cache.peek_lru(), Some((&1, &"a")));
-    /// ```
-    pub fn peek_lru<'a>(&'a self) -> Option<(&'a K, &'a V)> {
-        if self.len() == 0 {
-            return None;
-        }
-
-        let (key, val);
-        unsafe {
-            let node = (*self.tail).prev;
-            key = &(*node).key;
-            val = &(*node).val;
-        }
-
-        Some((key, val))
-    }
-
-    /// Returns a bool indicating whether the given key is in the cache. Does not update the
-    /// LRU list.
-    ///
-    /// # Example
-    ///
-    /// ```
-    /// use lru::LruCache;
-    /// let mut cache = LruCache::new(2);
-    ///
-    /// cache.put(1, "a");
-    /// cache.put(2, "b");
-    /// cache.put(3, "c");
-    ///
-    /// assert!(!cache.contains(&1));
-    /// assert!(cache.contains(&2));
-    /// assert!(cache.contains(&3));
-    /// ```
     pub fn contains(&self, k: &K) -> bool {
         let key = KeyRef { k };
         self.map.contains_key(&key)
     }
 
-    /// Removes and returns the value corresponding to the key from the cache or
-    /// `None` if it does not exist.
-    ///
-    /// # Example
-    ///
-    /// ```
-    /// use lru::LruCache;
-    /// let mut cache = LruCache::new(2);
-    ///
-    /// cache.put(2, "a");
-    ///
-    /// assert_eq!(cache.pop(&1), None);
-    /// assert_eq!(cache.pop(&2), Some("a"));
-    /// assert_eq!(cache.pop(&2), None);
-    /// assert_eq!(cache.len(), 0);
-    /// ```
-    pub fn pop(&mut self, k: &K) -> Option<V> {
-        let key = KeyRef { k };
-        match self.map.remove(&key) {
-            None => None,
-            Some(mut old_node) => {
-                let node_ptr: *mut LruEntry<K, V> = &mut *old_node;
-                self.detach(node_ptr);
-                Some(old_node.val)
-            }
-        }
-    }
-
-    /// Removes and returns the key and value corresponding to the least recently
-    /// used item or `None` if the cache is empty.
-    ///
-    /// # Example
-    ///
-    /// ```
-    /// use lru::LruCache;
-    /// let mut cache = LruCache::new(2);
-    ///
-    /// cache.put(2, "a");
-    /// cache.put(3, "b");
-    /// cache.put(4, "c");
-    /// cache.get(&3);
-    ///
-    /// assert_eq!(cache.pop_lru(), Some((4, "c")));
-    /// assert_eq!(cache.pop_lru(), Some((3, "b")));
-    /// assert_eq!(cache.pop_lru(), None);
-    /// assert_eq!(cache.len(), 0);
-    /// ```
-    pub fn pop_lru(&mut self) -> Option<(K, V)> {
+    pub fn pop_lru(&mut self) -> Option<(K)> {
         let node = self.remove_last()?;
         // N.B.: Can't destructure directly because of https://github.com/rust-lang/rust/issues/28536
         let node = *node;
-        let LruEntry { key, val, .. } = node;
-        Some((key, val))
+        let LruEntry { key, .. } = node;
+        Some((key))
     }
 
-    /// Returns the number of key-value pairs that are currently in the the cache.
-    ///
-    /// # Example
-    ///
-    /// ```
-    /// use lru::LruCache;
-    /// let mut cache = LruCache::new(2);
-    /// assert_eq!(cache.len(), 0);
-    ///
-    /// cache.put(1, "a");
-    /// assert_eq!(cache.len(), 1);
-    ///
-    /// cache.put(2, "b");
-    /// assert_eq!(cache.len(), 2);
-    ///
-    /// cache.put(3, "c");
-    /// assert_eq!(cache.len(), 2);
-    /// ```
     pub fn len(&self) -> usize {
         self.map.len()
     }
 
-    /// Returns a bool indicating whether the cache is empty or not.
-    ///
-    /// # Example
-    ///
-    /// ```
-    /// use lru::LruCache;
-    /// let mut cache = LruCache::new(2);
-    /// assert!(cache.is_empty());
-    ///
-    /// cache.put(1, "a");
-    /// assert!(!cache.is_empty());
-    /// ```
     pub fn is_empty(&self) -> bool {
         self.map.len() == 0
     }
 
-    /// Returns the maximum number of key-value pairs the cache can hold.
-    ///
-    /// # Example
-    ///
-    /// ```
-    /// use lru::LruCache;
-    /// let mut cache: LruCache<isize, &str> = LruCache::new(2);
-    /// assert_eq!(cache.cap(), 2);
-    /// ```
     pub fn cap(&self) -> usize {
         self.cap
     }
 
-    /// Resizes the cache. If the new capacity is smaller than the size of the current
-    /// cache any entries past the new capacity are discarded.
-    ///
-    /// # Example
-    ///
-    /// ```
-    /// use lru::LruCache;
-    /// let mut cache: LruCache<isize, &str> = LruCache::new(2);
-    ///
-    /// cache.put(1, "a");
-    /// cache.put(2, "b");
-    /// cache.resize(4);
-    /// cache.put(3, "c");
-    /// cache.put(4, "d");
-    ///
-    /// assert_eq!(cache.len(), 4);
-    /// assert_eq!(cache.get(&1), Some(&"a"));
-    /// assert_eq!(cache.get(&2), Some(&"b"));
-    /// assert_eq!(cache.get(&3), Some(&"c"));
-    /// assert_eq!(cache.get(&4), Some(&"d"));
-    /// ```
+    pub fn is_full(&self) -> bool {
+        self.cap() == self.len()
+    }
+
     pub fn resize(&mut self, cap: usize) {
         // return early if capacity doesn't change
         if cap == self.cap {
@@ -485,24 +178,6 @@ impl<K: Hash + Eq, V, S: BuildHasher> LruCache<K, V, S> {
         self.cap = cap;
     }
 
-    /// Clears the contents of the cache.
-    ///
-    /// # Example
-    ///
-    /// ```
-    /// use lru::LruCache;
-    /// let mut cache: LruCache<isize, &str> = LruCache::new(2);
-    /// assert_eq!(cache.len(), 0);
-    ///
-    /// cache.put(1, "a");
-    /// assert_eq!(cache.len(), 1);
-    ///
-    /// cache.put(2, "b");
-    /// assert_eq!(cache.len(), 2);
-    ///
-    /// cache.clear();
-    /// assert_eq!(cache.len(), 0);
-    /// ```
     pub fn clear(&mut self) {
         loop {
             match self.remove_last() {
@@ -512,23 +187,7 @@ impl<K: Hash + Eq, V, S: BuildHasher> LruCache<K, V, S> {
         }
     }
 
-    /// An iterator visiting all entries in order. The iterator element type is `(&'a K, &'a V)`.
-    ///
-    /// # Examples
-    ///
-    /// ```
-    /// use lru::LruCache;
-    ///
-    /// let mut cache = LruCache::new(3);
-    /// cache.put("a", 1);
-    /// cache.put("b", 2);
-    /// cache.put("c", 3);
-    ///
-    /// for (key, val) in cache.iter() {
-    ///     println!("key: {} val: {}", key, val);
-    /// }
-    /// ```
-    pub fn iter<'a>(&'a self) -> Iter<'a, K, V> {
+    pub fn iter<'a>(&'a self) -> Iter<'a, K> {
         Iter {
             len: self.len(),
             ptr: unsafe { (*self.head).next },
@@ -537,42 +196,7 @@ impl<K: Hash + Eq, V, S: BuildHasher> LruCache<K, V, S> {
         }
     }
 
-    /// An iterator visiting all entries in order, giving a mutable reference on V.
-    /// The iterator element type is `(&'a K, &'a mut V)`.
-    ///
-    /// # Examples
-    ///
-    /// ```
-    /// use lru::LruCache;
-    ///
-    /// struct HddBlock {
-    ///     dirty: bool,
-    ///     data: [u8; 512]
-    /// }
-    ///
-    /// let mut cache = LruCache::new(3);
-    /// cache.put(0, HddBlock { dirty: false, data: [0x00; 512]});
-    /// cache.put(1, HddBlock { dirty: true,  data: [0x55; 512]});
-    /// cache.put(2, HddBlock { dirty: true,  data: [0x77; 512]});
-    ///
-    /// // write dirty blocks to disk.
-    /// for (block_id, block) in cache.iter_mut() {
-    ///     if block.dirty {
-    ///         // write block to disk
-    ///         block.dirty = false
-    ///     }
-    /// }
-    /// ```
-    pub fn iter_mut<'a>(&'a mut self) -> IterMut<'a, K, V> {
-        IterMut {
-            len: self.len(),
-            ptr: unsafe { (*self.head).next },
-            end: unsafe { (*self.tail).prev },
-            phantom: PhantomData,
-        }
-    }
-
-    fn remove_last(&mut self) -> Option<Box<LruEntry<K, V>>> {
+    fn remove_last(&mut self) -> Option<Box<LruEntry<K>>> {
         let prev;
         unsafe { prev = (*self.tail).prev }
         if prev != self.head {
@@ -580,7 +204,7 @@ impl<K: Hash + Eq, V, S: BuildHasher> LruCache<K, V, S> {
                 k: unsafe { &(*(*self.tail).prev).key },
             };
             let mut old_node = self.map.remove(&old_key).unwrap();
-            let node_ptr: *mut LruEntry<K, V> = &mut *old_node;
+            let node_ptr: *mut LruEntry<K> = &mut *old_node;
             self.detach(node_ptr);
             Some(old_node)
         } else {
@@ -588,14 +212,14 @@ impl<K: Hash + Eq, V, S: BuildHasher> LruCache<K, V, S> {
         }
     }
 
-    fn detach(&mut self, node: *mut LruEntry<K, V>) {
+    fn detach(&mut self, node: *mut LruEntry<K>) {
         unsafe {
             (*(*node).prev).next = (*node).next;
             (*(*node).next).prev = (*node).prev;
         }
     }
 
-    fn attach(&mut self, node: *mut LruEntry<K, V>) {
+    fn attach(&mut self, node: *mut LruEntry<K>) {
         unsafe {
             (*node).next = (*self.head).next;
             (*node).prev = self.head;
@@ -605,7 +229,7 @@ impl<K: Hash + Eq, V, S: BuildHasher> LruCache<K, V, S> {
     }
 }
 
-impl<K, V, S> Drop for LruCache<K, V, S> {
+impl<K, S> Drop for LruCache<K, S> {
     fn drop(&mut self) {
         // Prevent compiler from trying to drop the un-initialized fields key and val in head
         // and tail
@@ -615,41 +239,28 @@ impl<K, V, S> Drop for LruCache<K, V, S> {
 
             let LruEntry {
                 key: head_key,
-                val: head_val,
                 ..
             } = head;
             let LruEntry {
                 key: tail_key,
-                val: tail_val,
                 ..
             } = tail;
 
             mem::forget(head_key);
-            mem::forget(head_val);
             mem::forget(tail_key);
-            mem::forget(tail_val);
         }
     }
 }
 
-impl<'a, K: Hash + Eq, V, S: BuildHasher> IntoIterator for &'a LruCache<K, V, S> {
-    type Item = (&'a K, &'a V);
-    type IntoIter = Iter<'a, K, V>;
+impl<'a, K: Hash + Eq, S: BuildHasher> IntoIterator for &'a LruCache<K, S> {
+    type Item = (&'a K);
+    type IntoIter = Iter<'a, K>;
 
-    fn into_iter(self) -> Iter<'a, K, V> {
+    fn into_iter(self) -> Iter<'a, K> {
         self.iter()
     }
 }
 
-impl<'a, K: Hash + Eq, V, S: BuildHasher> IntoIterator for &'a mut LruCache<K, V, S> {
-    type Item = (&'a K, &'a mut V);
-    type IntoIter = IterMut<'a, K, V>;
-
-    fn into_iter(self) -> IterMut<'a, K, V> {
-        self.iter_mut()
-    }
-}
-
 // The compiler does not automatically derive Send and Sync for LruCache because it contains
 // raw pointers. The raw pointers are safely encapsulated by LruCache though so we can
 // implement Send and Sync for it below.
@@ -663,30 +274,29 @@ unsafe impl<K: Sync, V: Sync> Sync for LruCache<K, V> {}
 ///
 /// [`iter`]: struct.LruCache.html#method.iter
 /// [`LruCache`]: struct.LruCache.html
-pub struct Iter<'a, K: 'a, V: 'a> {
+pub struct Iter<'a, K: 'a> {
     len: usize,
 
-    ptr: *const LruEntry<K, V>,
-    end: *const LruEntry<K, V>,
+    ptr: *const LruEntry<K>,
+    end: *const LruEntry<K>,
 
     phantom: PhantomData<&'a K>,
 }
 
-impl<'a, K, V> Iterator for Iter<'a, K, V> {
-    type Item = (&'a K, &'a V);
+impl<'a, K> Iterator for Iter<'a, K> {
+    type Item = (&'a K);
 
-    fn next(&mut self) -> Option<(&'a K, &'a V)> {
+    fn next(&mut self) -> Option<(&'a K)> {
         if self.len == 0 {
             return None;
         }
 
         let key = unsafe { &(*self.ptr).key };
-        let val = unsafe { &(*self.ptr).val };
 
         self.len -= 1;
         self.ptr = unsafe { (*self.ptr).next };
 
-        Some((key, val))
+        Some((key))
     }
 
     fn size_hint(&self) -> (usize, Option<usize>) {
@@ -698,27 +308,26 @@ impl<'a, K, V> Iterator for Iter<'a, K, V> {
     }
 }
 
-impl<'a, K, V> DoubleEndedIterator for Iter<'a, K, V> {
-    fn next_back(&mut self) -> Option<(&'a K, &'a V)> {
+impl<'a, K> DoubleEndedIterator for Iter<'a, K> {
+    fn next_back(&mut self) -> Option<(&'a K)> {
         if self.len == 0 {
             return None;
         }
 
         let key = unsafe { &(*self.end).key };
-        let val = unsafe { &(*self.end).val };
 
         self.len -= 1;
         self.end = unsafe { (*self.end).prev };
 
-        Some((key, val))
+        Some((key))
     }
 }
 
-impl<'a, K, V> ExactSizeIterator for Iter<'a, K, V> {}
-impl<'a, K, V> FusedIterator for Iter<'a, K, V> {}
+impl<'a, K> ExactSizeIterator for Iter<'a, K> {}
+impl<'a, K> FusedIterator for Iter<'a, K> {}
 
-impl<'a, K, V> Clone for Iter<'a, K, V> {
-    fn clone(&self) -> Iter<'a, K, V> {
+impl<'a, K> Clone for Iter<'a, K> {
+    fn clone(&self) -> Iter<'a, K> {
         Iter {
             len: self.len,
             ptr: self.ptr,
@@ -730,71 +339,5 @@ impl<'a, K, V> Clone for Iter<'a, K, V> {
 
 // The compiler does not automatically derive Send and Sync for Iter because it contains
 // raw pointers.
-unsafe impl<'a, K: Send, V: Send> Send for Iter<'a, K, V> {}
-unsafe impl<'a, K: Sync, V: Sync> Sync for Iter<'a, K, V> {}
-
-/// An iterator over mutables entries of a `LruCache`.
-///
-/// This `struct` is created by the [`iter_mut`] method on [`LruCache`][`LruCache`]. See its
-/// documentation for more.
-///
-/// [`iter_mut`]: struct.LruCache.html#method.iter_mut
-/// [`LruCache`]: struct.LruCache.html
-pub struct IterMut<'a, K: 'a, V: 'a> {
-    len: usize,
-
-    ptr: *mut LruEntry<K, V>,
-    end: *mut LruEntry<K, V>,
-
-    phantom: PhantomData<&'a K>,
-}
-
-impl<'a, K, V> Iterator for IterMut<'a, K, V> {
-    type Item = (&'a K, &'a mut V);
-
-    fn next(&mut self) -> Option<(&'a K, &'a mut V)> {
-        if self.len == 0 {
-            return None;
-        }
-
-        let key = unsafe { &(*self.ptr).key };
-        let val = unsafe { &mut (*self.ptr).val };
-
-        self.len -= 1;
-        self.ptr = unsafe { (*self.ptr).next };
-
-        Some((key, val))
-    }
-
-    fn size_hint(&self) -> (usize, Option<usize>) {
-        (self.len, Some(self.len))
-    }
-
-    fn count(self) -> usize {
-        self.len
-    }
-}
-
-impl<'a, K, V> DoubleEndedIterator for IterMut<'a, K, V> {
-    fn next_back(&mut self) -> Option<(&'a K, &'a mut V)> {
-        if self.len == 0 {
-            return None;
-        }
-
-        let key = unsafe { &(*self.end).key };
-        let val = unsafe { &mut (*self.end).val };
-
-        self.len -= 1;
-        self.end = unsafe { (*self.end).prev };
-
-        Some((key, val))
-    }
-}
-
-impl<'a, K, V> ExactSizeIterator for IterMut<'a, K, V> {}
-impl<'a, K, V> FusedIterator for IterMut<'a, K, V> {}
-
-// The compiler does not automatically derive Send and Sync for Iter because it contains
-// raw pointers.
-unsafe impl<'a, K: Send, V: Send> Send for IterMut<'a, K, V> {}
-unsafe impl<'a, K: Sync, V: Sync> Sync for IterMut<'a, K, V> {}
\ No newline at end of file
+unsafe impl<'a, K: Send> Send for Iter<'a, K> {}
+unsafe impl<'a, K: Sync> Sync for Iter<'a, K> {}
\ No newline at end of file
diff --git a/src/property/filter/lru_property_cache.rs b/src/property/filter/lru_property_cache.rs
new file mode 100644
index 00000000..e25c12b2
--- /dev/null
+++ b/src/property/filter/lru_property_cache.rs
@@ -0,0 +1,125 @@
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use generic::IdType;
+use hashbrown::HashMap;
+use property::filter::{EdgeCache, NodeCache, PropertyResult, LruCache};
+use property::PropertyError;
+
+use serde_json::json;
+use serde_json::Value as JsonValue;
+
+pub struct LruNodeCache {
+    node_map: Vec<JsonValue>,
+    lru_indices: LruCache<usize>
+}
+
+impl LruNodeCache {
+    pub fn new<Id: IdType>(max_id: Id, capacity: usize) -> Self {
+        LruNodeCache {
+            node_map: vec![json!(null); max_id.id() + 1],
+            lru_indices: LruCache::new(capacity)
+        }
+    }
+}
+
+impl Default for LruNodeCache {
+    fn default() -> Self {
+        LruNodeCache {
+            node_map: vec![],
+            lru_indices: LruCache::new(0usize)
+        }
+    }
+}
+
+impl<Id: IdType> NodeCache<Id> for LruNodeCache {
+    fn set(&mut self, id: Id, value: JsonValue) -> bool {
+        if self.lru_indices.is_full() {
+            let old_node = self.lru_indices.pop_lru().unwrap();
+            self.node_map[old_node] = json!(null);
+        }
+        self.lru_indices.put(id.id());
+        self.node_map[id.id()] = value;
+        true
+    }
+
+    fn get_mut(&mut self, id: Id) -> PropertyResult<&mut JsonValue> {
+        if self.node_map.len() > id.id() {
+            if self.lru_indices.contains(&id.id()) {
+                self.lru_indices.put(id.id());
+            }
+            Ok(self.node_map.get_mut(id.id()).unwrap())
+        } else {
+            Err(PropertyError::NodeNotFoundError)
+        }
+    }
+}
+
+
+pub struct LruEdgeCache<Id: IdType> {
+    edge_map: Vec<HashMap<Id, JsonValue>>,
+    lru_indices: LruCache<(usize, usize)>
+}
+
+impl<Id: IdType> LruEdgeCache<Id> {
+    pub fn new(max_id: Id, capacity: usize) -> Self {
+        LruEdgeCache {
+            edge_map: vec![HashMap::new(); max_id.id() + 1],
+            lru_indices: LruCache::new(capacity)
+        }
+    }
+}
+
+impl<Id: IdType> Default for LruEdgeCache<Id> {
+    fn default() -> Self {
+        LruEdgeCache {
+            edge_map: vec![],
+            lru_indices: LruCache::new(0usize)
+        }
+    }
+}
+
+impl<Id: IdType> EdgeCache<Id> for LruEdgeCache<Id> {
+    fn set(&mut self, src: Id, dst: Id, value: JsonValue) -> bool {
+        if self.lru_indices.is_full() {
+            let (old_src, old_dst) = self.lru_indices.pop_lru().unwrap();
+            self.edge_map.get_mut(old_src.id()).unwrap().insert(Id::new(old_dst), json!(null));
+        }
+        self.lru_indices.put((src.id(), dst.id()));
+        self.edge_map.get_mut(src.id()).unwrap().insert(dst, value);
+        true
+    }
+    fn get_mut(&mut self, src: Id, dst: Id) -> PropertyResult<&mut JsonValue> {
+        if self.edge_map.len() > src.id() {
+            if self.lru_indices.contains(&(src.id(), dst.id())) {
+                self.lru_indices.put((src.id(), dst.id()));
+            }
+
+            if let Some(value) = self.edge_map.get_mut(src.id()).unwrap().get_mut(&dst) {
+                Ok(value)
+            } else {
+                Err(PropertyError::EdgeNotFoundError)
+            }
+        } else {
+            Err(PropertyError::EdgeNotFoundError)
+        }
+    }
+}
diff --git a/src/property/filter/mod.rs b/src/property/filter/mod.rs
index 1fd460d0..fbd0aa04 100644
--- a/src/property/filter/mod.rs
+++ b/src/property/filter/mod.rs
@@ -37,6 +37,7 @@ pub mod predicate_expression;
 pub mod property_cache;
 pub mod value_expression;
 pub mod lru_cache;
+pub mod lru_property_cache;
 
 use generic::IdType;
 use serde_json::json;
@@ -53,6 +54,9 @@ pub use property::filter::node_property_filter::filter_node;
 pub use property::filter::predicate_expression::PredicateExpression;
 pub use property::filter::property_cache::PropertyCache;
 pub use property::filter::value_expression::{Const, Var};
+pub use property::filter::lru_cache::LruCache;
+pub use property::filter::lru_property_cache::{LruNodeCache, LruEdgeCache};
+
 
 pub type PropertyResult<T> = Result<T, PropertyError>;
 
@@ -84,7 +88,7 @@ impl PartialEq for Box<Expression> {
 impl Eq for Box<Expression> {}
 
 pub trait NodeCache<Id: IdType> {
-    fn get(&self, id: Id) -> PropertyResult<&JsonValue>;
+//    fn get(&self, id: Id) -> PropertyResult<&JsonValue>;
 
     fn set(&mut self, id: Id, value: JsonValue) -> bool;
 
@@ -92,7 +96,7 @@ pub trait NodeCache<Id: IdType> {
 }
 
 pub trait EdgeCache<Id: IdType> {
-    fn get(&self, src: Id, dst: Id) -> PropertyResult<&JsonValue>;
+//    fn get(&self, src: Id, dst: Id) -> PropertyResult<&JsonValue>;
 
     fn set(&mut self, src: Id, dst: Id, value: JsonValue) -> bool;
 

From 5db534c8d42936f01881bd8ed7c7c4bc9168dcbf Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Sat, 15 Jun 2019 23:18:18 +1000
Subject: [PATCH 269/391] Changed default property cache to lru

---
 src/property/filter/property_cache.rs | 15 ++++++++-------
 1 file changed, 8 insertions(+), 7 deletions(-)

diff --git a/src/property/filter/property_cache.rs b/src/property/filter/property_cache.rs
index 2016947c..a419e1f9 100644
--- a/src/property/filter/property_cache.rs
+++ b/src/property/filter/property_cache.rs
@@ -22,7 +22,7 @@ use std::marker::PhantomData;
 use std::sync::Arc;
 
 use generic::{DefaultId, IdType};
-use property::filter::{EdgeCache, HashEdgeCache, HashNodeCache, NodeCache, PropertyResult};
+use property::filter::{EdgeCache, HashEdgeCache, HashNodeCache, NodeCache, PropertyResult, LruNodeCache, LruEdgeCache};
 use property::{PropertyError, PropertyGraph, RocksProperty};
 
 use serde_json::json;
@@ -33,8 +33,8 @@ use std::mem::swap;
 pub struct PropertyCache<
     Id: IdType = DefaultId,
     PG: PropertyGraph<Id> = RocksProperty,
-    NC: NodeCache<Id> = HashNodeCache,
-    EC: EdgeCache<Id> = HashEdgeCache<Id>,
+    NC: NodeCache<Id> = LruNodeCache,
+    EC: EdgeCache<Id> = LruEdgeCache<Id>,
 > {
     property_graph: Option<Arc<PG>>,
     node_cache: NC,
@@ -52,20 +52,21 @@ impl<Id: IdType, PG: PropertyGraph<Id>> PropertyCache<Id, PG> {
     pub fn new(
         property_graph: Option<Arc<PG>>,
         max_id: Id,
+        capacity: usize,
         node_disabled: bool,
         edge_disabled: bool,
     ) -> Self {
         PropertyCache {
             property_graph,
             node_cache: if node_disabled {
-                HashNodeCache::default()
+                LruNodeCache::default()
             } else {
-                HashNodeCache::new(max_id)
+                LruNodeCache::new(max_id, capacity)
             },
             edge_cache: if edge_disabled {
-                HashEdgeCache::default()
+                LruEdgeCache::default()
             } else {
-                HashEdgeCache::new(max_id)
+                LruEdgeCache::new(max_id, capacity)
             },
             phantom: PhantomData,
             node_disabled,

From 786f253bd3746e4a587dbf90d1dba261679f2fb4 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Mon, 17 Jun 2019 18:11:42 +1000
Subject: [PATCH 270/391] Removed set function from cache inerface

---
 src/property/filter/hash_property_cache.rs | 30 --------------------
 src/property/filter/lru_property_cache.rs  | 33 ++++++++--------------
 src/property/filter/mod.rs                 |  8 ------
 src/property/filter/property_cache.rs      |  8 +++---
 tests/property.rs                          | 22 +++++++--------
 tests/property_parser.rs                   | 16 +++++------
 6 files changed, 34 insertions(+), 83 deletions(-)

diff --git a/src/property/filter/hash_property_cache.rs b/src/property/filter/hash_property_cache.rs
index 56062139..f06668ad 100644
--- a/src/property/filter/hash_property_cache.rs
+++ b/src/property/filter/hash_property_cache.rs
@@ -46,18 +46,6 @@ impl Default for HashNodeCache {
 }
 
 impl<Id: IdType> NodeCache<Id> for HashNodeCache {
-//    fn get(&self, id: Id) -> PropertyResult<&JsonValue> {
-//        if self.node_map.len() > id.id() {
-//            Ok(self.node_map.get(id.id()).unwrap())
-//        } else {
-//            Err(PropertyError::NodeNotFoundError)
-//        }
-//    }
-
-    fn set(&mut self, id: Id, value: JsonValue) -> bool {
-        self.node_map[id.id()] = value;
-        true
-    }
     fn get_mut(&mut self, id: Id) -> PropertyResult<&mut JsonValue> {
         if self.node_map.len() > id.id() {
             Ok(self.node_map.get_mut(id.id()).unwrap())
@@ -86,24 +74,6 @@ impl<Id: IdType> Default for HashEdgeCache<Id> {
 }
 
 impl<Id: IdType> EdgeCache<Id> for HashEdgeCache<Id> {
-//    fn get(&self, src: Id, dst: Id) -> PropertyResult<&JsonValue> {
-//        if self.edge_map.len() > src.id() {
-//            if let Some(value) = self.edge_map.get(src.id()).unwrap().get(&dst) {
-//                Ok(value)
-//            } else {
-//                Err(PropertyError::EdgeNotFoundError)
-//            }
-//        } else {
-//            Err(PropertyError::EdgeNotFoundError)
-//        }
-//    }
-
-    fn set(&mut self, src: Id, dst: Id, value: JsonValue) -> bool {
-        let result = false;
-        let mut_target = self.edge_map.get_mut(src.id()).unwrap();
-        mut_target.insert(dst, value);
-        result
-    }
     fn get_mut(&mut self, src: Id, dst: Id) -> PropertyResult<&mut JsonValue> {
         if self.edge_map.len() > src.id() {
             if let Some(value) = self.edge_map.get_mut(src.id()).unwrap().get_mut(&dst) {
diff --git a/src/property/filter/lru_property_cache.rs b/src/property/filter/lru_property_cache.rs
index e25c12b2..e57bc574 100644
--- a/src/property/filter/lru_property_cache.rs
+++ b/src/property/filter/lru_property_cache.rs
@@ -51,21 +51,15 @@ impl Default for LruNodeCache {
 }
 
 impl<Id: IdType> NodeCache<Id> for LruNodeCache {
-    fn set(&mut self, id: Id, value: JsonValue) -> bool {
-        if self.lru_indices.is_full() {
-            let old_node = self.lru_indices.pop_lru().unwrap();
-            self.node_map[old_node] = json!(null);
-        }
-        self.lru_indices.put(id.id());
-        self.node_map[id.id()] = value;
-        true
-    }
 
     fn get_mut(&mut self, id: Id) -> PropertyResult<&mut JsonValue> {
         if self.node_map.len() > id.id() {
-            if self.lru_indices.contains(&id.id()) {
-                self.lru_indices.put(id.id());
+            if !self.lru_indices.contains(&id.id()) && self.lru_indices.is_full() {
+                let old_node = self.lru_indices.pop_lru().unwrap();
+                self.node_map[old_node] = json!(null);
             }
+
+            self.lru_indices.put(id.id());
             Ok(self.node_map.get_mut(id.id()).unwrap())
         } else {
             Err(PropertyError::NodeNotFoundError)
@@ -98,21 +92,16 @@ impl<Id: IdType> Default for LruEdgeCache<Id> {
 }
 
 impl<Id: IdType> EdgeCache<Id> for LruEdgeCache<Id> {
-    fn set(&mut self, src: Id, dst: Id, value: JsonValue) -> bool {
-        if self.lru_indices.is_full() {
-            let (old_src, old_dst) = self.lru_indices.pop_lru().unwrap();
-            self.edge_map.get_mut(old_src.id()).unwrap().insert(Id::new(old_dst), json!(null));
-        }
-        self.lru_indices.put((src.id(), dst.id()));
-        self.edge_map.get_mut(src.id()).unwrap().insert(dst, value);
-        true
-    }
     fn get_mut(&mut self, src: Id, dst: Id) -> PropertyResult<&mut JsonValue> {
         if self.edge_map.len() > src.id() {
-            if self.lru_indices.contains(&(src.id(), dst.id())) {
-                self.lru_indices.put((src.id(), dst.id()));
+            self.edge_map.get_mut(src.id()).unwrap().entry(dst).or_insert(json!(null));
+
+            if !self.lru_indices.contains(&(src.id(), dst.id())) && self.lru_indices.is_full() {
+                let (old_src, old_dst) = self.lru_indices.pop_lru().unwrap();
+                self.edge_map.get_mut(old_src.id()).unwrap().insert(Id::new(old_dst), json!(null));
             }
 
+            self.lru_indices.put((src.id(), dst.id()));
             if let Some(value) = self.edge_map.get_mut(src.id()).unwrap().get_mut(&dst) {
                 Ok(value)
             } else {
diff --git a/src/property/filter/mod.rs b/src/property/filter/mod.rs
index fbd0aa04..c66bf4b8 100644
--- a/src/property/filter/mod.rs
+++ b/src/property/filter/mod.rs
@@ -88,17 +88,9 @@ impl PartialEq for Box<Expression> {
 impl Eq for Box<Expression> {}
 
 pub trait NodeCache<Id: IdType> {
-//    fn get(&self, id: Id) -> PropertyResult<&JsonValue>;
-
-    fn set(&mut self, id: Id, value: JsonValue) -> bool;
-
     fn get_mut(&mut self, id: Id) -> PropertyResult<&mut JsonValue>;
 }
 
 pub trait EdgeCache<Id: IdType> {
-//    fn get(&self, src: Id, dst: Id) -> PropertyResult<&JsonValue>;
-
-    fn set(&mut self, src: Id, dst: Id, value: JsonValue) -> bool;
-
     fn get_mut(&mut self, src: Id, dst: Id) -> PropertyResult<&mut JsonValue>;
 }
diff --git a/src/property/filter/property_cache.rs b/src/property/filter/property_cache.rs
index a419e1f9..7839d0b8 100644
--- a/src/property/filter/property_cache.rs
+++ b/src/property/filter/property_cache.rs
@@ -98,7 +98,7 @@ impl<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>
                 if let Some(result) = property_graph.get_node_property_all(node)? {
                     value = result;
                 }
-                mut_node_cache.set(node, value);
+                *mut_node_cache.get_mut(node)? = value;
             }
         }
 
@@ -112,7 +112,7 @@ impl<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>
                 if src > dst {
                     swap(&mut src, &mut dst);
                 }
-                mut_edge_cache.set(src, dst, value);
+                *mut_edge_cache.get_mut(src, dst)? = value;
             }
         }
 
@@ -211,7 +211,7 @@ mod test {
         )
         .unwrap();
 
-        let mut property_cache = PropertyCache::new(Some(Arc::new(graph)), 5, false, false);
+        let mut property_cache = PropertyCache::new(Some(Arc::new(graph)), 5, 6, false, false);
         property_cache
             .pre_fetch(
                 vec![5u32, 1u32, 2u32].into_iter(),
@@ -234,7 +234,7 @@ mod test {
     #[test]
     fn test_new_disabled_property_cache() {
         let property_cache: PropertyCache<u32, DefaultProperty> =
-            PropertyCache::new(None, 0, false, false);
+            PropertyCache::new(None, 0, 10, false, false);
         assert_eq!(property_cache.is_disabled(), true);
     }
 }
diff --git a/tests/property.rs b/tests/property.rs
index 914ce90a..0c0f634b 100644
--- a/tests/property.rs
+++ b/tests/property.rs
@@ -36,7 +36,7 @@ fn test_cached_boolean_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -63,7 +63,7 @@ fn test_cached_num_compare_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -97,7 +97,7 @@ fn test_cached_arithmetic_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -133,7 +133,7 @@ fn test_cached_logical_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -160,7 +160,7 @@ fn test_cached_string_compare_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -194,7 +194,7 @@ fn test_cached_string_concat_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -221,7 +221,7 @@ fn test_cached_range_predicate_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -241,7 +241,7 @@ fn test_cached_error_boolean_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -316,7 +316,7 @@ fn test_cached_complex_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -334,7 +334,7 @@ fn test_sled_boolean_expression() {
     let exp = Box::new(Var::new("is_member".to_owned()));
 
     let property_graph = create_default_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -361,7 +361,7 @@ fn test_sled_num_compare_expression() {
 
     let property_graph = create_default_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
diff --git a/tests/property_parser.rs b/tests/property_parser.rs
index 39a51aee..2caefdd3 100644
--- a/tests/property_parser.rs
+++ b/tests/property_parser.rs
@@ -80,7 +80,7 @@ fn test_cypher_two_vars() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, 6, false, false);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -103,7 +103,7 @@ fn test_cypher_two_vars2() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, 6, false, false);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -127,7 +127,7 @@ fn test_cypher_two_vars3() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, 6, false, false);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -150,7 +150,7 @@ fn test_cypher_two_vars4() {
     let exp = parse_property_tree(result);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, 6, false, false);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -167,7 +167,7 @@ fn test_cypher_larger_than() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, 6, false, false);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -190,7 +190,7 @@ fn test_cypher_number_addition() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, 6, false, false);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -213,7 +213,7 @@ fn test_cypher_string_contains() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, 6, false, false);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -236,7 +236,7 @@ fn test_cypher_and_operator() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, 6, false, false);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())

From eeae76a47f4ab800420eacf08feac2559145c13f Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Mon, 17 Jun 2019 18:37:57 +1000
Subject: [PATCH 271/391] Disabled rocksdb cache

---
 src/property/rocks_property.rs | 7 +++++--
 1 file changed, 5 insertions(+), 2 deletions(-)

diff --git a/src/property/rocks_property.rs b/src/property/rocks_property.rs
index e0d90f31..3286792a 100644
--- a/src/property/rocks_property.rs
+++ b/src/property/rocks_property.rs
@@ -25,7 +25,7 @@ use std::path::Path;
 
 use bincode;
 use rocksdb::DB as Tree;
-use rocksdb::{IteratorMode, Options, WriteBatch};
+use rocksdb::{IteratorMode, Options, WriteBatch, BlockBasedOptions};
 use serde::de::DeserializeOwned;
 use serde::Serialize;
 use serde_cbor::{from_slice, to_vec};
@@ -74,7 +74,10 @@ impl RocksProperty {
         if !(node_path.as_ref().exists() || edge_path.as_ref().exists()) {
             Err(PropertyError::DBNotFoundError)
         } else {
-            let opts = Options::default();
+            let mut opts = Options::default();
+            let mut block = BlockBasedOptions::default();
+            block.disable_cache();
+            opts.set_block_based_table_factory(&block);
 
             let node_tree = Tree::open(&opts, node_path)?;
             let edge_tree = Tree::open(&opts, edge_path)?;

From 2cc9024d47c6393da93ce0fc4eecf7fea03a9c9e Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Tue, 18 Jun 2019 03:53:46 +1000
Subject: [PATCH 272/391] Disabled os buffer

---
 src/property/rocks_property.rs | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/src/property/rocks_property.rs b/src/property/rocks_property.rs
index 3286792a..4212ab14 100644
--- a/src/property/rocks_property.rs
+++ b/src/property/rocks_property.rs
@@ -75,8 +75,10 @@ impl RocksProperty {
             Err(PropertyError::DBNotFoundError)
         } else {
             let mut opts = Options::default();
+            opts.set_allow_os_buffer(false);
             let mut block = BlockBasedOptions::default();
             block.disable_cache();
+            block.set_cache_index_and_filter_blocks(true);
             opts.set_block_based_table_factory(&block);
 
             let node_tree = Tree::open(&opts, node_path)?;

From 0eacb953959784736005333d5412f9023cc508b0 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Tue, 18 Jun 2019 14:25:58 +1000
Subject: [PATCH 273/391] Minised the memory use of lru

---
 src/lib.rs                                |  1 +
 src/property/filter/lru_property_cache.rs | 80 ++++++++++++-----------
 src/property/filter/mod.rs                |  2 +-
 src/property/filter/property_cache.rs     |  4 +-
 4 files changed, 47 insertions(+), 40 deletions(-)

diff --git a/src/lib.rs b/src/lib.rs
index 861bd560..9acf194b 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -38,6 +38,7 @@ extern crate log;
 #[macro_use]
 extern crate serde_derive;
 extern crate regex;
+extern crate lru;
 
 pub mod algorithm;
 pub mod generic;
diff --git a/src/property/filter/lru_property_cache.rs b/src/property/filter/lru_property_cache.rs
index e57bc574..51af6f07 100644
--- a/src/property/filter/lru_property_cache.rs
+++ b/src/property/filter/lru_property_cache.rs
@@ -18,25 +18,28 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-
 use generic::IdType;
 use hashbrown::HashMap;
-use property::filter::{EdgeCache, NodeCache, PropertyResult, LruCache};
+use property::filter::{EdgeCache, NodeCache, PropertyResult};
 use property::PropertyError;
 
+use lru::LruCache;
+
 use serde_json::json;
 use serde_json::Value as JsonValue;
 
 pub struct LruNodeCache {
     node_map: Vec<JsonValue>,
-    lru_indices: LruCache<usize>
+    lru_indices: LruCache<usize, usize>,
+    next_empty: Option<usize>
 }
 
 impl LruNodeCache {
-    pub fn new<Id: IdType>(max_id: Id, capacity: usize) -> Self {
+    pub fn new(capacity: usize) -> Self {
         LruNodeCache {
-            node_map: vec![json!(null); max_id.id() + 1],
-            lru_indices: LruCache::new(capacity)
+            node_map: vec![],
+            lru_indices: LruCache::new(capacity),
+            next_empty: Some(0usize)
         }
     }
 }
@@ -45,7 +48,8 @@ impl Default for LruNodeCache {
     fn default() -> Self {
         LruNodeCache {
             node_map: vec![],
-            lru_indices: LruCache::new(0usize)
+            lru_indices: LruCache::new(0usize),
+            next_empty: Some(0usize)
         }
     }
 }
@@ -53,31 +57,48 @@ impl Default for LruNodeCache {
 impl<Id: IdType> NodeCache<Id> for LruNodeCache {
 
     fn get_mut(&mut self, id: Id) -> PropertyResult<&mut JsonValue> {
-        if self.node_map.len() > id.id() {
-            if !self.lru_indices.contains(&id.id()) && self.lru_indices.is_full() {
-                let old_node = self.lru_indices.pop_lru().unwrap();
-                self.node_map[old_node] = json!(null);
+        if !self.lru_indices.contains(&id.id()) {
+            if self.lru_indices.cap() == self.lru_indices.len() {
+                let index = self.lru_indices.pop_lru().unwrap().1;
+                self.node_map[index] = json!(null);
+                self.lru_indices.put(id.id(), index);
+                Ok(self.node_map.get_mut(index).unwrap())
+            } else {
+                let index = self.node_map.len();
+                self.node_map.push(json!(null));
+                self.lru_indices.put(id.id(), index);
+                Ok(self.node_map.get_mut(index).unwrap())
             }
-
-            self.lru_indices.put(id.id());
-            Ok(self.node_map.get_mut(id.id()).unwrap())
         } else {
-            Err(PropertyError::NodeNotFoundError)
+            Ok(self.node_map.get_mut(*self.lru_indices.get_mut(&id.id()).unwrap()).unwrap())
         }
+
+//
+//        if self.node_map.len() > id.id() {
+//            if !self.lru_indices.contains(&id.id()) && self.lru_indices.is_full() {
+//                let old_node = self.lru_indices.pop_lru().unwrap();
+//                self.node_map[old_node] = json!(null);
+//            }
+//
+//            self.lru_indices.put(id.id());
+//            Ok(self.node_map.get_mut(id.id()).unwrap())
+//        } else {
+//            Err(PropertyError::NodeNotFoundError)
+//        }
     }
 }
 
 
 pub struct LruEdgeCache<Id: IdType> {
     edge_map: Vec<HashMap<Id, JsonValue>>,
-    lru_indices: LruCache<(usize, usize)>
+    lru_indices: LruCache<(usize, usize), usize>,
 }
 
 impl<Id: IdType> LruEdgeCache<Id> {
-    pub fn new(max_id: Id, capacity: usize) -> Self {
+    pub fn new(capacity: usize) -> Self {
         LruEdgeCache {
-            edge_map: vec![HashMap::new(); max_id.id() + 1],
-            lru_indices: LruCache::new(capacity)
+            edge_map: vec![],
+            lru_indices: LruCache::new(capacity),
         }
     }
 }
@@ -86,29 +107,14 @@ impl<Id: IdType> Default for LruEdgeCache<Id> {
     fn default() -> Self {
         LruEdgeCache {
             edge_map: vec![],
-            lru_indices: LruCache::new(0usize)
+            lru_indices: LruCache::new(0usize),
         }
     }
 }
 
 impl<Id: IdType> EdgeCache<Id> for LruEdgeCache<Id> {
-    fn get_mut(&mut self, src: Id, dst: Id) -> PropertyResult<&mut JsonValue> {
-        if self.edge_map.len() > src.id() {
-            self.edge_map.get_mut(src.id()).unwrap().entry(dst).or_insert(json!(null));
 
-            if !self.lru_indices.contains(&(src.id(), dst.id())) && self.lru_indices.is_full() {
-                let (old_src, old_dst) = self.lru_indices.pop_lru().unwrap();
-                self.edge_map.get_mut(old_src.id()).unwrap().insert(Id::new(old_dst), json!(null));
-            }
-
-            self.lru_indices.put((src.id(), dst.id()));
-            if let Some(value) = self.edge_map.get_mut(src.id()).unwrap().get_mut(&dst) {
-                Ok(value)
-            } else {
-                Err(PropertyError::EdgeNotFoundError)
-            }
-        } else {
-            Err(PropertyError::EdgeNotFoundError)
-        }
+    fn get_mut(&mut self, src: Id, dst: Id) -> PropertyResult<&mut JsonValue> {
+        Err(PropertyError::EdgeNotFoundError)
     }
 }
diff --git a/src/property/filter/mod.rs b/src/property/filter/mod.rs
index c66bf4b8..c3754b3d 100644
--- a/src/property/filter/mod.rs
+++ b/src/property/filter/mod.rs
@@ -54,7 +54,7 @@ pub use property::filter::node_property_filter::filter_node;
 pub use property::filter::predicate_expression::PredicateExpression;
 pub use property::filter::property_cache::PropertyCache;
 pub use property::filter::value_expression::{Const, Var};
-pub use property::filter::lru_cache::LruCache;
+//pub use property::filter::lru_cache::LruCache;
 pub use property::filter::lru_property_cache::{LruNodeCache, LruEdgeCache};
 
 
diff --git a/src/property/filter/property_cache.rs b/src/property/filter/property_cache.rs
index 7839d0b8..3c7dce47 100644
--- a/src/property/filter/property_cache.rs
+++ b/src/property/filter/property_cache.rs
@@ -61,12 +61,12 @@ impl<Id: IdType, PG: PropertyGraph<Id>> PropertyCache<Id, PG> {
             node_cache: if node_disabled {
                 LruNodeCache::default()
             } else {
-                LruNodeCache::new(max_id, capacity)
+                LruNodeCache::new(capacity)
             },
             edge_cache: if edge_disabled {
                 LruEdgeCache::default()
             } else {
-                LruEdgeCache::new(max_id, capacity)
+                LruEdgeCache::new(capacity)
             },
             phantom: PhantomData,
             node_disabled,

From dcaa69952cc4b2c4507c67e8d4490977edc41316 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Tue, 18 Jun 2019 14:42:14 +1000
Subject: [PATCH 274/391] Format code

---
 src/property/filter/lru_cache.rs          | 17 +++++-----------
 src/property/filter/lru_property_cache.rs | 24 ++++-------------------
 src/property/filter/mod.rs                |  7 +++----
 src/property/filter/property_cache.rs     |  9 +++++----
 src/property/rocks_property.rs            |  3 +--
 tests/property.rs                         | 22 ++++++++++-----------
 tests/property_parser.rs                  | 16 +++++++--------
 7 files changed, 37 insertions(+), 61 deletions(-)

diff --git a/src/property/filter/lru_cache.rs b/src/property/filter/lru_cache.rs
index 81bdbba6..116287f0 100644
--- a/src/property/filter/lru_cache.rs
+++ b/src/property/filter/lru_cache.rs
@@ -4,6 +4,8 @@ extern crate hashbrown;
 #[cfg(test)]
 extern crate scoped_threadpool;
 
+use hashbrown::hash_map::DefaultHashBuilder;
+use hashbrown::HashMap;
 use std::boxed::Box;
 use std::hash::{BuildHasher, Hash, Hasher};
 use std::iter::FusedIterator;
@@ -11,8 +13,6 @@ use std::marker::PhantomData;
 use std::mem;
 use std::ptr;
 use std::usize;
-use hashbrown::hash_map::DefaultHashBuilder;
-use hashbrown::HashMap;
 
 // Struct used to hold a reference to a key
 struct KeyRef<K> {
@@ -62,7 +62,6 @@ pub struct LruCache<K, S = DefaultHashBuilder> {
 }
 
 impl<K: Hash + Eq> LruCache<K> {
-
     pub fn new(cap: usize) -> LruCache<K> {
         LruCache::construct(cap, HashMap::with_capacity(cap))
     }
@@ -237,14 +236,8 @@ impl<K, S> Drop for LruCache<K, S> {
             let head = *Box::from_raw(self.head);
             let tail = *Box::from_raw(self.tail);
 
-            let LruEntry {
-                key: head_key,
-                ..
-            } = head;
-            let LruEntry {
-                key: tail_key,
-                ..
-            } = tail;
+            let LruEntry { key: head_key, .. } = head;
+            let LruEntry { key: tail_key, .. } = tail;
 
             mem::forget(head_key);
             mem::forget(tail_key);
@@ -340,4 +333,4 @@ impl<'a, K> Clone for Iter<'a, K> {
 // The compiler does not automatically derive Send and Sync for Iter because it contains
 // raw pointers.
 unsafe impl<'a, K: Send> Send for Iter<'a, K> {}
-unsafe impl<'a, K: Sync> Sync for Iter<'a, K> {}
\ No newline at end of file
+unsafe impl<'a, K: Sync> Sync for Iter<'a, K> {}
diff --git a/src/property/filter/lru_property_cache.rs b/src/property/filter/lru_property_cache.rs
index 51af6f07..1c3bb2ec 100644
--- a/src/property/filter/lru_property_cache.rs
+++ b/src/property/filter/lru_property_cache.rs
@@ -31,7 +31,6 @@ use serde_json::Value as JsonValue;
 pub struct LruNodeCache {
     node_map: Vec<JsonValue>,
     lru_indices: LruCache<usize, usize>,
-    next_empty: Option<usize>
 }
 
 impl LruNodeCache {
@@ -39,7 +38,6 @@ impl LruNodeCache {
         LruNodeCache {
             node_map: vec![],
             lru_indices: LruCache::new(capacity),
-            next_empty: Some(0usize)
         }
     }
 }
@@ -49,13 +47,11 @@ impl Default for LruNodeCache {
         LruNodeCache {
             node_map: vec![],
             lru_indices: LruCache::new(0usize),
-            next_empty: Some(0usize)
         }
     }
 }
 
 impl<Id: IdType> NodeCache<Id> for LruNodeCache {
-
     fn get_mut(&mut self, id: Id) -> PropertyResult<&mut JsonValue> {
         if !self.lru_indices.contains(&id.id()) {
             if self.lru_indices.cap() == self.lru_indices.len() {
@@ -70,25 +66,14 @@ impl<Id: IdType> NodeCache<Id> for LruNodeCache {
                 Ok(self.node_map.get_mut(index).unwrap())
             }
         } else {
-            Ok(self.node_map.get_mut(*self.lru_indices.get_mut(&id.id()).unwrap()).unwrap())
+            Ok(self
+                .node_map
+                .get_mut(*self.lru_indices.get_mut(&id.id()).unwrap())
+                .unwrap())
         }
-
-//
-//        if self.node_map.len() > id.id() {
-//            if !self.lru_indices.contains(&id.id()) && self.lru_indices.is_full() {
-//                let old_node = self.lru_indices.pop_lru().unwrap();
-//                self.node_map[old_node] = json!(null);
-//            }
-//
-//            self.lru_indices.put(id.id());
-//            Ok(self.node_map.get_mut(id.id()).unwrap())
-//        } else {
-//            Err(PropertyError::NodeNotFoundError)
-//        }
     }
 }
 
-
 pub struct LruEdgeCache<Id: IdType> {
     edge_map: Vec<HashMap<Id, JsonValue>>,
     lru_indices: LruCache<(usize, usize), usize>,
@@ -113,7 +98,6 @@ impl<Id: IdType> Default for LruEdgeCache<Id> {
 }
 
 impl<Id: IdType> EdgeCache<Id> for LruEdgeCache<Id> {
-
     fn get_mut(&mut self, src: Id, dst: Id) -> PropertyResult<&mut JsonValue> {
         Err(PropertyError::EdgeNotFoundError)
     }
diff --git a/src/property/filter/mod.rs b/src/property/filter/mod.rs
index c3754b3d..20f72f5c 100644
--- a/src/property/filter/mod.rs
+++ b/src/property/filter/mod.rs
@@ -32,12 +32,12 @@ pub mod arithmetic_expression;
 pub mod edge_property_filter;
 pub mod expression_operator;
 pub mod hash_property_cache;
+pub mod lru_cache;
+pub mod lru_property_cache;
 pub mod node_property_filter;
 pub mod predicate_expression;
 pub mod property_cache;
 pub mod value_expression;
-pub mod lru_cache;
-pub mod lru_property_cache;
 
 use generic::IdType;
 use serde_json::json;
@@ -55,8 +55,7 @@ pub use property::filter::predicate_expression::PredicateExpression;
 pub use property::filter::property_cache::PropertyCache;
 pub use property::filter::value_expression::{Const, Var};
 //pub use property::filter::lru_cache::LruCache;
-pub use property::filter::lru_property_cache::{LruNodeCache, LruEdgeCache};
-
+pub use property::filter::lru_property_cache::{LruEdgeCache, LruNodeCache};
 
 pub type PropertyResult<T> = Result<T, PropertyError>;
 
diff --git a/src/property/filter/property_cache.rs b/src/property/filter/property_cache.rs
index 3c7dce47..c9e3f20a 100644
--- a/src/property/filter/property_cache.rs
+++ b/src/property/filter/property_cache.rs
@@ -22,7 +22,9 @@ use std::marker::PhantomData;
 use std::sync::Arc;
 
 use generic::{DefaultId, IdType};
-use property::filter::{EdgeCache, HashEdgeCache, HashNodeCache, NodeCache, PropertyResult, LruNodeCache, LruEdgeCache};
+use property::filter::{
+    EdgeCache, HashEdgeCache, HashNodeCache, LruEdgeCache, LruNodeCache, NodeCache, PropertyResult,
+};
 use property::{PropertyError, PropertyGraph, RocksProperty};
 
 use serde_json::json;
@@ -51,7 +53,6 @@ unsafe impl Send for PropertyCache {}
 impl<Id: IdType, PG: PropertyGraph<Id>> PropertyCache<Id, PG> {
     pub fn new(
         property_graph: Option<Arc<PG>>,
-        max_id: Id,
         capacity: usize,
         node_disabled: bool,
         edge_disabled: bool,
@@ -211,7 +212,7 @@ mod test {
         )
         .unwrap();
 
-        let mut property_cache = PropertyCache::new(Some(Arc::new(graph)), 5, 6, false, false);
+        let mut property_cache = PropertyCache::new(Some(Arc::new(graph)), 6, false, false);
         property_cache
             .pre_fetch(
                 vec![5u32, 1u32, 2u32].into_iter(),
@@ -234,7 +235,7 @@ mod test {
     #[test]
     fn test_new_disabled_property_cache() {
         let property_cache: PropertyCache<u32, DefaultProperty> =
-            PropertyCache::new(None, 0, 10, false, false);
+            PropertyCache::new(None, 10, false, false);
         assert_eq!(property_cache.is_disabled(), true);
     }
 }
diff --git a/src/property/rocks_property.rs b/src/property/rocks_property.rs
index 4212ab14..0b230d14 100644
--- a/src/property/rocks_property.rs
+++ b/src/property/rocks_property.rs
@@ -25,7 +25,7 @@ use std::path::Path;
 
 use bincode;
 use rocksdb::DB as Tree;
-use rocksdb::{IteratorMode, Options, WriteBatch, BlockBasedOptions};
+use rocksdb::{BlockBasedOptions, IteratorMode, Options, WriteBatch};
 use serde::de::DeserializeOwned;
 use serde::Serialize;
 use serde_cbor::{from_slice, to_vec};
@@ -78,7 +78,6 @@ impl RocksProperty {
             opts.set_allow_os_buffer(false);
             let mut block = BlockBasedOptions::default();
             block.disable_cache();
-            block.set_cache_index_and_filter_blocks(true);
             opts.set_block_based_table_factory(&block);
 
             let node_tree = Tree::open(&opts, node_path)?;
diff --git a/tests/property.rs b/tests/property.rs
index 0c0f634b..914ce90a 100644
--- a/tests/property.rs
+++ b/tests/property.rs
@@ -36,7 +36,7 @@ fn test_cached_boolean_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -63,7 +63,7 @@ fn test_cached_num_compare_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -97,7 +97,7 @@ fn test_cached_arithmetic_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -133,7 +133,7 @@ fn test_cached_logical_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -160,7 +160,7 @@ fn test_cached_string_compare_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -194,7 +194,7 @@ fn test_cached_string_concat_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -221,7 +221,7 @@ fn test_cached_range_predicate_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -241,7 +241,7 @@ fn test_cached_error_boolean_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -316,7 +316,7 @@ fn test_cached_complex_expression() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -334,7 +334,7 @@ fn test_sled_boolean_expression() {
     let exp = Box::new(Var::new("is_member".to_owned()));
 
     let property_graph = create_default_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
@@ -361,7 +361,7 @@ fn test_sled_num_compare_expression() {
 
     let property_graph = create_default_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     property_cache
         .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
         .unwrap();
diff --git a/tests/property_parser.rs b/tests/property_parser.rs
index 2caefdd3..39a51aee 100644
--- a/tests/property_parser.rs
+++ b/tests/property_parser.rs
@@ -80,7 +80,7 @@ fn test_cypher_two_vars() {
 
     let property_graph = create_cached_property();
 
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -103,7 +103,7 @@ fn test_cypher_two_vars2() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -127,7 +127,7 @@ fn test_cypher_two_vars3() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -150,7 +150,7 @@ fn test_cypher_two_vars4() {
     let exp = parse_property_tree(result);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -167,7 +167,7 @@ fn test_cypher_larger_than() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -190,7 +190,7 @@ fn test_cypher_number_addition() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -213,7 +213,7 @@ fn test_cypher_string_contains() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
@@ -236,7 +236,7 @@ fn test_cypher_and_operator() {
     let exp = parse_property(cypher_tree);
 
     let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, 6, false, false);
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
     let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
     property_cache
         .pre_fetch(vec.clone().into_iter(), vec![].into_iter())

From e0040980e1a42ec4c5e10af629f1a8f1f08aba7b Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Tue, 18 Jun 2019 14:46:49 +1000
Subject: [PATCH 275/391] Allow os buffer

---
 src/property/rocks_property.rs | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/property/rocks_property.rs b/src/property/rocks_property.rs
index 0b230d14..d88b3ab8 100644
--- a/src/property/rocks_property.rs
+++ b/src/property/rocks_property.rs
@@ -75,7 +75,7 @@ impl RocksProperty {
             Err(PropertyError::DBNotFoundError)
         } else {
             let mut opts = Options::default();
-            opts.set_allow_os_buffer(false);
+//            opts.set_allow_os_buffer(false);
             let mut block = BlockBasedOptions::default();
             block.disable_cache();
             opts.set_block_based_table_factory(&block);

From 4abffd0b292e490cc98f61724b7eef6cf86675c9 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Tue, 18 Jun 2019 14:51:57 +1000
Subject: [PATCH 276/391] Enabled block cache

---
 src/property/rocks_property.rs | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/src/property/rocks_property.rs b/src/property/rocks_property.rs
index d88b3ab8..4c3009d0 100644
--- a/src/property/rocks_property.rs
+++ b/src/property/rocks_property.rs
@@ -76,9 +76,9 @@ impl RocksProperty {
         } else {
             let mut opts = Options::default();
 //            opts.set_allow_os_buffer(false);
-            let mut block = BlockBasedOptions::default();
-            block.disable_cache();
-            opts.set_block_based_table_factory(&block);
+//            let mut block = BlockBasedOptions::default();
+//            block.disable_cache();
+//            opts.set_block_based_table_factory(&block);
 
             let node_tree = Tree::open(&opts, node_path)?;
             let edge_tree = Tree::open(&opts, edge_path)?;

From 7ee02cc2aa534f37b8f256fc809ecb585f7ff4b0 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Tue, 18 Jun 2019 15:24:35 +1000
Subject: [PATCH 277/391] Creating the cache with given capacity directly

---
 src/property/filter/lru_property_cache.rs | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/property/filter/lru_property_cache.rs b/src/property/filter/lru_property_cache.rs
index 1c3bb2ec..897bbf04 100644
--- a/src/property/filter/lru_property_cache.rs
+++ b/src/property/filter/lru_property_cache.rs
@@ -36,7 +36,7 @@ pub struct LruNodeCache {
 impl LruNodeCache {
     pub fn new(capacity: usize) -> Self {
         LruNodeCache {
-            node_map: vec![],
+            node_map: Vec::with_capacity(capacity),
             lru_indices: LruCache::new(capacity),
         }
     }

From 8fc4e1893f3f2125ea7afb0a9ce026424de635e2 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Wed, 19 Jun 2019 02:05:17 +1000
Subject: [PATCH 278/391] Added minimised edge cache and format code

---
 src/lib.rs                                |  2 +-
 src/property/filter/lru_cache.rs          |  6 ++---
 src/property/filter/lru_property_cache.rs | 27 +++++++++++++++++------
 src/property/filter/property_cache.rs     |  5 +----
 src/property/rocks_property.rs            | 12 +++++-----
 5 files changed, 31 insertions(+), 21 deletions(-)

diff --git a/src/lib.rs b/src/lib.rs
index 9acf194b..4e17d5e6 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -37,8 +37,8 @@ extern crate serde_json;
 extern crate log;
 #[macro_use]
 extern crate serde_derive;
-extern crate regex;
 extern crate lru;
+extern crate regex;
 
 pub mod algorithm;
 pub mod generic;
diff --git a/src/property/filter/lru_cache.rs b/src/property/filter/lru_cache.rs
index 116287f0..3706f885 100644
--- a/src/property/filter/lru_cache.rs
+++ b/src/property/filter/lru_cache.rs
@@ -144,7 +144,7 @@ impl<K: Hash + Eq, S: BuildHasher> LruCache<K, S> {
         // N.B.: Can't destructure directly because of https://github.com/rust-lang/rust/issues/28536
         let node = *node;
         let LruEntry { key, .. } = node;
-        Some((key))
+        Some(key)
     }
 
     pub fn len(&self) -> usize {
@@ -289,7 +289,7 @@ impl<'a, K> Iterator for Iter<'a, K> {
         self.len -= 1;
         self.ptr = unsafe { (*self.ptr).next };
 
-        Some((key))
+        Some(key)
     }
 
     fn size_hint(&self) -> (usize, Option<usize>) {
@@ -312,7 +312,7 @@ impl<'a, K> DoubleEndedIterator for Iter<'a, K> {
         self.len -= 1;
         self.end = unsafe { (*self.end).prev };
 
-        Some((key))
+        Some(key)
     }
 }
 
diff --git a/src/property/filter/lru_property_cache.rs b/src/property/filter/lru_property_cache.rs
index 897bbf04..53c75bff 100644
--- a/src/property/filter/lru_property_cache.rs
+++ b/src/property/filter/lru_property_cache.rs
@@ -21,10 +21,8 @@
 use generic::IdType;
 use hashbrown::HashMap;
 use property::filter::{EdgeCache, NodeCache, PropertyResult};
-use property::PropertyError;
 
 use lru::LruCache;
-
 use serde_json::json;
 use serde_json::Value as JsonValue;
 
@@ -75,14 +73,14 @@ impl<Id: IdType> NodeCache<Id> for LruNodeCache {
 }
 
 pub struct LruEdgeCache<Id: IdType> {
-    edge_map: Vec<HashMap<Id, JsonValue>>,
-    lru_indices: LruCache<(usize, usize), usize>,
+    edge_map: HashMap<Id, HashMap<Id, JsonValue>>,
+    lru_indices: LruCache<(Id, Id), Id>,
 }
 
 impl<Id: IdType> LruEdgeCache<Id> {
     pub fn new(capacity: usize) -> Self {
         LruEdgeCache {
-            edge_map: vec![],
+            edge_map: HashMap::new(),
             lru_indices: LruCache::new(capacity),
         }
     }
@@ -91,7 +89,7 @@ impl<Id: IdType> LruEdgeCache<Id> {
 impl<Id: IdType> Default for LruEdgeCache<Id> {
     fn default() -> Self {
         LruEdgeCache {
-            edge_map: vec![],
+            edge_map: HashMap::new(),
             lru_indices: LruCache::new(0usize),
         }
     }
@@ -99,6 +97,21 @@ impl<Id: IdType> Default for LruEdgeCache<Id> {
 
 impl<Id: IdType> EdgeCache<Id> for LruEdgeCache<Id> {
     fn get_mut(&mut self, src: Id, dst: Id) -> PropertyResult<&mut JsonValue> {
-        Err(PropertyError::EdgeNotFoundError)
+        if !self.lru_indices.contains(&(src, dst)) {
+            if self.lru_indices.cap() == self.lru_indices.len() {
+                let (old_src, old_dst) = self.lru_indices.pop_lru().unwrap().0;
+                self.edge_map.get_mut(&old_src).unwrap().remove(&old_dst);
+                if self.edge_map.get(&old_src).unwrap().len() == 0 {
+                    self.edge_map.remove(&old_src);
+                }
+            }
+            let property_entry = self.edge_map.entry(src).or_insert(HashMap::new());
+            self.lru_indices.put((src, dst), src);
+            property_entry.insert(dst, json!(null));
+            Ok(property_entry.get_mut(&dst).unwrap())
+        } else {
+            self.lru_indices.get_mut(&(src, dst));
+            Ok(self.edge_map.get_mut(&src).unwrap().get_mut(&dst).unwrap())
+        }
     }
 }
diff --git a/src/property/filter/property_cache.rs b/src/property/filter/property_cache.rs
index c9e3f20a..07c67979 100644
--- a/src/property/filter/property_cache.rs
+++ b/src/property/filter/property_cache.rs
@@ -22,9 +22,7 @@ use std::marker::PhantomData;
 use std::sync::Arc;
 
 use generic::{DefaultId, IdType};
-use property::filter::{
-    EdgeCache, HashEdgeCache, HashNodeCache, LruEdgeCache, LruNodeCache, NodeCache, PropertyResult,
-};
+use property::filter::{EdgeCache, LruEdgeCache, LruNodeCache, NodeCache, PropertyResult};
 use property::{PropertyError, PropertyGraph, RocksProperty};
 
 use serde_json::json;
@@ -180,7 +178,6 @@ mod test {
     extern crate tempdir;
 
     use super::*;
-    use property::filter::{HashEdgeCache, HashNodeCache};
     use property::RocksProperty as DefaultProperty;
     use serde_json::json;
     use std::collections::HashMap;
diff --git a/src/property/rocks_property.rs b/src/property/rocks_property.rs
index 4c3009d0..38256231 100644
--- a/src/property/rocks_property.rs
+++ b/src/property/rocks_property.rs
@@ -25,7 +25,7 @@ use std::path::Path;
 
 use bincode;
 use rocksdb::DB as Tree;
-use rocksdb::{BlockBasedOptions, IteratorMode, Options, WriteBatch};
+use rocksdb::{IteratorMode, Options, WriteBatch};
 use serde::de::DeserializeOwned;
 use serde::Serialize;
 use serde_cbor::{from_slice, to_vec};
@@ -74,11 +74,11 @@ impl RocksProperty {
         if !(node_path.as_ref().exists() || edge_path.as_ref().exists()) {
             Err(PropertyError::DBNotFoundError)
         } else {
-            let mut opts = Options::default();
-//            opts.set_allow_os_buffer(false);
-//            let mut block = BlockBasedOptions::default();
-//            block.disable_cache();
-//            opts.set_block_based_table_factory(&block);
+            let opts = Options::default();
+            //            opts.set_allow_os_buffer(false);
+            //            let mut block = BlockBasedOptions::default();
+            //            block.disable_cache();
+            //            opts.set_block_based_table_factory(&block);
 
             let node_tree = Tree::open(&opts, node_path)?;
             let edge_tree = Tree::open(&opts, edge_path)?;

From 52582fd7c543f75c0aa13ea64010b3c76c4cc56f Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Wed, 19 Jun 2019 03:19:38 +1000
Subject: [PATCH 279/391] Added resize for lru node and edge cache

---
 src/property/filter/lru_property_cache.rs | 20 ++++++++++++++++++++
 src/property/filter/property_cache.rs     |  5 +++++
 2 files changed, 25 insertions(+)

diff --git a/src/property/filter/lru_property_cache.rs b/src/property/filter/lru_property_cache.rs
index 53c75bff..3a96e946 100644
--- a/src/property/filter/lru_property_cache.rs
+++ b/src/property/filter/lru_property_cache.rs
@@ -38,6 +38,17 @@ impl LruNodeCache {
             lru_indices: LruCache::new(capacity),
         }
     }
+
+    pub fn resize(&mut self, capacity: usize) {
+        if capacity < self.lru_indices.cap() {
+            self.lru_indices =  LruCache::new(capacity);
+            self.node_map = Vec::with_capacity(capacity);
+        } else {
+            let current_len = self.node_map.len().clone();
+            self.lru_indices.resize(capacity);
+            self.node_map.reserve_exact(capacity - current_len)
+        }
+    }
 }
 
 impl Default for LruNodeCache {
@@ -84,6 +95,15 @@ impl<Id: IdType> LruEdgeCache<Id> {
             lru_indices: LruCache::new(capacity),
         }
     }
+
+    pub fn resize(&mut self, capacity: usize) {
+        if capacity < self.lru_indices.cap() {
+            self.lru_indices =  LruCache::new(capacity);
+            self.edge_map = HashMap::new();
+        } else {
+            self.lru_indices.resize(capacity);
+        }
+    }
 }
 
 impl<Id: IdType> Default for LruEdgeCache<Id> {
diff --git a/src/property/filter/property_cache.rs b/src/property/filter/property_cache.rs
index 07c67979..8254cf9f 100644
--- a/src/property/filter/property_cache.rs
+++ b/src/property/filter/property_cache.rs
@@ -72,6 +72,11 @@ impl<Id: IdType, PG: PropertyGraph<Id>> PropertyCache<Id, PG> {
             edge_disabled,
         }
     }
+
+    pub fn resize(&mut self, capacity: usize) {
+        self.node_cache.resize(capacity);
+        self.edge_cache.resize(capacity);
+    }
 }
 
 impl<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>

From 509914b0381c320c78e709968edbf6ced5f7e718 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Wed, 19 Jun 2019 03:20:13 +1000
Subject: [PATCH 280/391] Cargo fmt

---
 src/property/filter/lru_property_cache.rs | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/property/filter/lru_property_cache.rs b/src/property/filter/lru_property_cache.rs
index 3a96e946..66af5a5d 100644
--- a/src/property/filter/lru_property_cache.rs
+++ b/src/property/filter/lru_property_cache.rs
@@ -41,7 +41,7 @@ impl LruNodeCache {
 
     pub fn resize(&mut self, capacity: usize) {
         if capacity < self.lru_indices.cap() {
-            self.lru_indices =  LruCache::new(capacity);
+            self.lru_indices = LruCache::new(capacity);
             self.node_map = Vec::with_capacity(capacity);
         } else {
             let current_len = self.node_map.len().clone();
@@ -98,7 +98,7 @@ impl<Id: IdType> LruEdgeCache<Id> {
 
     pub fn resize(&mut self, capacity: usize) {
         if capacity < self.lru_indices.cap() {
-            self.lru_indices =  LruCache::new(capacity);
+            self.lru_indices = LruCache::new(capacity);
             self.edge_map = HashMap::new();
         } else {
             self.lru_indices.resize(capacity);

From 1850ea0249ae89a6827b1c8222af5547dc39ee61 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Thu, 27 Jun 2019 04:47:21 +1000
Subject: [PATCH 281/391] Added print for debugging node cache

---
 src/property/filter/lru_property_cache.rs | 1 +
 1 file changed, 1 insertion(+)

diff --git a/src/property/filter/lru_property_cache.rs b/src/property/filter/lru_property_cache.rs
index 66af5a5d..21cc1b2d 100644
--- a/src/property/filter/lru_property_cache.rs
+++ b/src/property/filter/lru_property_cache.rs
@@ -70,6 +70,7 @@ impl<Id: IdType> NodeCache<Id> for LruNodeCache {
                 Ok(self.node_map.get_mut(index).unwrap())
             } else {
                 let index = self.node_map.len();
+                println!("{:?}", index);
                 self.node_map.push(json!(null));
                 self.lru_indices.put(id.id(), index);
                 Ok(self.node_map.get_mut(index).unwrap())

From bcd5186054f4e5b1fb649a22e65a5a97866404ca Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Thu, 27 Jun 2019 05:13:38 +1000
Subject: [PATCH 282/391] Added lru node cache printing for debuging

---
 src/property/filter/lru_property_cache.rs | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/property/filter/lru_property_cache.rs b/src/property/filter/lru_property_cache.rs
index 21cc1b2d..001ef911 100644
--- a/src/property/filter/lru_property_cache.rs
+++ b/src/property/filter/lru_property_cache.rs
@@ -62,6 +62,7 @@ impl Default for LruNodeCache {
 
 impl<Id: IdType> NodeCache<Id> for LruNodeCache {
     fn get_mut(&mut self, id: Id) -> PropertyResult<&mut JsonValue> {
+        println!("Capacity: {:?}", self.node_map.len());
         if !self.lru_indices.contains(&id.id()) {
             if self.lru_indices.cap() == self.lru_indices.len() {
                 let index = self.lru_indices.pop_lru().unwrap().1;
@@ -70,7 +71,6 @@ impl<Id: IdType> NodeCache<Id> for LruNodeCache {
                 Ok(self.node_map.get_mut(index).unwrap())
             } else {
                 let index = self.node_map.len();
-                println!("{:?}", index);
                 self.node_map.push(json!(null));
                 self.lru_indices.put(id.id(), index);
                 Ok(self.node_map.get_mut(index).unwrap())

From d47b80dcafbacc492578e58d011ae055c84d3a7c Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Thu, 27 Jun 2019 05:18:17 +1000
Subject: [PATCH 283/391] Added printing for lru capacity for debugging

---
 src/property/filter/lru_property_cache.rs | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/property/filter/lru_property_cache.rs b/src/property/filter/lru_property_cache.rs
index 001ef911..260f1887 100644
--- a/src/property/filter/lru_property_cache.rs
+++ b/src/property/filter/lru_property_cache.rs
@@ -62,7 +62,7 @@ impl Default for LruNodeCache {
 
 impl<Id: IdType> NodeCache<Id> for LruNodeCache {
     fn get_mut(&mut self, id: Id) -> PropertyResult<&mut JsonValue> {
-        println!("Capacity: {:?}", self.node_map.len());
+        println!("Len: {:?} ; Capacity: {:?}", self.node_map.len(), self.lru_indices.cap());
         if !self.lru_indices.contains(&id.id()) {
             if self.lru_indices.cap() == self.lru_indices.len() {
                 let index = self.lru_indices.pop_lru().unwrap().1;

From 196f3a375af039a1413a56651897fb1b9d67b46b Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Thu, 27 Jun 2019 05:26:58 +1000
Subject: [PATCH 284/391] Added property error for zero capacity lru cache

---
 src/property/filter/lru_property_cache.rs | 14 +++++++++-----
 src/property/mod.rs                       |  1 +
 2 files changed, 10 insertions(+), 5 deletions(-)

diff --git a/src/property/filter/lru_property_cache.rs b/src/property/filter/lru_property_cache.rs
index 260f1887..eb601680 100644
--- a/src/property/filter/lru_property_cache.rs
+++ b/src/property/filter/lru_property_cache.rs
@@ -21,6 +21,7 @@
 use generic::IdType;
 use hashbrown::HashMap;
 use property::filter::{EdgeCache, NodeCache, PropertyResult};
+use property::PropertyError;
 
 use lru::LruCache;
 use serde_json::json;
@@ -62,18 +63,21 @@ impl Default for LruNodeCache {
 
 impl<Id: IdType> NodeCache<Id> for LruNodeCache {
     fn get_mut(&mut self, id: Id) -> PropertyResult<&mut JsonValue> {
-        println!("Len: {:?} ; Capacity: {:?}", self.node_map.len(), self.lru_indices.cap());
         if !self.lru_indices.contains(&id.id()) {
+            let index;
             if self.lru_indices.cap() == self.lru_indices.len() {
-                let index = self.lru_indices.pop_lru().unwrap().1;
+                index = self.lru_indices.pop_lru().unwrap().1;
                 self.node_map[index] = json!(null);
                 self.lru_indices.put(id.id(), index);
-                Ok(self.node_map.get_mut(index).unwrap())
             } else {
-                let index = self.node_map.len();
+                index = self.node_map.len();
                 self.node_map.push(json!(null));
                 self.lru_indices.put(id.id(), index);
-                Ok(self.node_map.get_mut(index).unwrap())
+            }
+            if let Some(result) = self.node_map.get_mut(index) {
+                Ok(result)
+            } else {
+                Err(PropertyError::LruZeroCapacity)
             }
         } else {
             Ok(self
diff --git a/src/property/mod.rs b/src/property/mod.rs
index fb4e2d6c..5595c6ac 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -109,6 +109,7 @@ pub enum PropertyError {
     JsonError(serde_json::Error),
     CborError(serde_cbor::error::Error),
     DBNotFoundError,
+    LruZeroCapacity,
 
     JsonObjectFieldError,
     BooleanExpressionError,

From e6022dc3e58e55b176382741854a904deeda1c8a Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Thu, 27 Jun 2019 05:30:34 +1000
Subject: [PATCH 285/391] Added print statement for debugging

---
 src/property/filter/lru_property_cache.rs | 1 +
 1 file changed, 1 insertion(+)

diff --git a/src/property/filter/lru_property_cache.rs b/src/property/filter/lru_property_cache.rs
index eb601680..f6a1d325 100644
--- a/src/property/filter/lru_property_cache.rs
+++ b/src/property/filter/lru_property_cache.rs
@@ -63,6 +63,7 @@ impl Default for LruNodeCache {
 
 impl<Id: IdType> NodeCache<Id> for LruNodeCache {
     fn get_mut(&mut self, id: Id) -> PropertyResult<&mut JsonValue> {
+        println!("Len: {:?} ; Capacity: {:?}", self.node_map.len(), self.lru_indices.cap());
         if !self.lru_indices.contains(&id.id()) {
             let index;
             if self.lru_indices.cap() == self.lru_indices.len() {

From d45aadf31fd1b3d9d4e99ddacc3717e2039de612 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Thu, 27 Jun 2019 05:38:05 +1000
Subject: [PATCH 286/391] Remove print statement for debugging

---
 src/property/filter/lru_property_cache.rs | 1 -
 1 file changed, 1 deletion(-)

diff --git a/src/property/filter/lru_property_cache.rs b/src/property/filter/lru_property_cache.rs
index f6a1d325..eb601680 100644
--- a/src/property/filter/lru_property_cache.rs
+++ b/src/property/filter/lru_property_cache.rs
@@ -63,7 +63,6 @@ impl Default for LruNodeCache {
 
 impl<Id: IdType> NodeCache<Id> for LruNodeCache {
     fn get_mut(&mut self, id: Id) -> PropertyResult<&mut JsonValue> {
-        println!("Len: {:?} ; Capacity: {:?}", self.node_map.len(), self.lru_indices.cap());
         if !self.lru_indices.contains(&id.id()) {
             let index;
             if self.lru_indices.cap() == self.lru_indices.len() {

From 8cdbd2144c902e9d53084c3d82dbbf20e9ec0684 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Tue, 2 Jul 2019 05:25:45 +1000
Subject: [PATCH 287/391] Added result blueprint  parser

---
 src/property/mod.rs             |   2 +
 src/property/property_parser.rs |   5 +-
 src/property/result_parser.rs   | 122 ++++++++++++++++++++++++++++++++
 tests/cypher_tree/10.txt        |  31 ++++++++
 tests/result_parser.rs          |  55 ++++++++++++++
 5 files changed, 214 insertions(+), 1 deletion(-)
 create mode 100644 src/property/result_parser.rs
 create mode 100644 tests/cypher_tree/10.txt
 create mode 100644 tests/result_parser.rs

diff --git a/src/property/mod.rs b/src/property/mod.rs
index 5595c6ac..7c702e92 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -23,6 +23,7 @@ pub mod fake_property;
 pub mod filter;
 pub mod property_parser;
 pub mod rocks_property;
+pub mod result_parser;
 //pub mod sled_property;
 
 pub use property::cached_property::CachedProperty;
@@ -32,6 +33,7 @@ pub use property::property_parser::parse_property;
 pub use property::property_parser::parse_property_tree;
 pub use property::property_parser::ExpressionCache;
 pub use property::rocks_property::RocksProperty;
+pub use property::result_parser::{ResultBlueprint, parse_result_blueprint, NodeElement};
 //pub use property::sled_property::SledProperty;
 
 use generic::IdType;
diff --git a/src/property/property_parser.rs b/src/property/property_parser.rs
index b4f18046..813a3fb5 100644
--- a/src/property/property_parser.rs
+++ b/src/property/property_parser.rs
@@ -172,6 +172,9 @@ fn get_all_vars(cypher_tree: &[&str]) -> Vec<String> {
     let mut result: Vec<String> = Vec::new();
 
     for line in cypher_tree {
+        if line.contains("> > RETURN") {
+            break;
+        }
         let re = Regex::new(r"> identifier\s+`(?P<var_name>\w+)`").unwrap();
         if let Some(caps) = re.captures(line) {
             let var_name = &caps["var_name"];
@@ -185,7 +188,7 @@ fn get_all_vars(cypher_tree: &[&str]) -> Vec<String> {
     result
 }
 
-fn recursive_parser(
+pub fn recursive_parser(
     cypher_tree: &[&str],
     index: usize,
     var: &str,
diff --git a/src/property/result_parser.rs b/src/property/result_parser.rs
new file mode 100644
index 00000000..3d05ddab
--- /dev/null
+++ b/src/property/result_parser.rs
@@ -0,0 +1,122 @@
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use property::filter::{
+    empty_expression, ArithmeticExpression, ArithmeticOperator, Const, Expression,
+    PredicateExpression, PredicateOperator, PropertyResult, Var,
+};
+use property::PropertyError;
+use property::property_parser::recursive_parser;
+use regex::Regex;
+use serde_json::json;
+use serde_json::Value as JsonValue;
+use std::collections::{HashMap, HashSet};
+use std::marker::{Send, Sync};
+
+#[derive(Clone)]
+pub enum NodeElement {
+    Star(usize),
+    Exp(usize, Box<Expression>),
+    Count(usize),
+}
+
+unsafe impl Send for NodeElement {}
+
+unsafe impl Sync for NodeElement {}
+
+pub struct ResultBlueprint {
+    node_elements: Vec<NodeElement>,
+}
+
+impl Default for ResultBlueprint {
+    fn default() -> Self {
+        ResultBlueprint {
+            node_elements: vec![
+                NodeElement::Exp(0, Box::new(Var::new("name".to_owned()))),
+                NodeElement::Exp(1, Box::new(Var::new("genre".to_owned()))),
+                NodeElement::Star(2),
+            ],
+        }
+    }
+}
+
+impl ResultBlueprint {
+    pub fn new() -> Self {
+        ResultBlueprint {
+            node_elements: vec![]
+        }
+    }
+
+    pub fn get_node_elements(&self) -> &Vec<NodeElement> {
+        &self.node_elements
+    }
+
+    pub fn add_node_element(&mut self, node_element: NodeElement) {
+        self.node_elements.push(node_element);
+    }
+}
+
+unsafe impl Sync for ResultBlueprint {}
+
+unsafe impl Send for ResultBlueprint {}
+
+pub fn parse_result_blueprint(cypher_tree: Vec<String>) -> ResultBlueprint {
+    let mut result_blueprint = ResultBlueprint::new();
+    let cypher_tree: Vec<&str> = cypher_tree.iter().map(|s| &**s).collect();
+
+    for i in 0..cypher_tree.len() - 1 {
+        let line: &str = cypher_tree[i];
+        if line.contains("> > projection") {
+            let re = Regex::new(r"> projection\s+expression=@(?P<result_line>\w+)").unwrap();
+            if let Some(caps) = re.captures(line) {
+                let index: usize = caps["result_line"].parse::<usize>().unwrap();
+                let var_string = collect_var(&cypher_tree, index);
+                let current_var = var_string.parse::<usize>().expect("Cypher tree contains non-integer as node id");
+                if cypher_tree[index].contains("> property") {
+                    result_blueprint.add_node_element(NodeElement::Exp(current_var, recursive_parser(&cypher_tree, index, &var_string).expect("Unable to parse result expression")));
+                } else if cypher_tree[index].contains("> apply") {
+                    result_blueprint.add_node_element(NodeElement::Count(current_var));
+                } else {
+                    result_blueprint.add_node_element(NodeElement::Star(current_var));
+                }
+            }
+        }
+    }
+
+    result_blueprint
+}
+
+fn collect_var(cypher_tree: &[&str], index: usize) -> String {
+    let mut i = index;
+    while i < cypher_tree.len() {
+        let line: &str = cypher_tree[i];
+
+        if line.contains("> > identifier") {
+            let re = Regex::new(r"> identifier\s+`(?P<var_name>\d+)`").unwrap();
+            if let Some(caps) = re.captures(line) {
+                let var_name = &caps["var_name"];
+                return var_name.to_owned();
+            }
+        }
+        i += 1;
+    }
+    panic!("Cannot find valid identifier");
+}
diff --git a/tests/cypher_tree/10.txt b/tests/cypher_tree/10.txt
new file mode 100644
index 00000000..899dc130
--- /dev/null
+++ b/tests/cypher_tree/10.txt
@@ -0,0 +1,31 @@
+ @0   0..68  statement                body=@1
+ @1   0..68  > query                  clauses=[@2, @13]
+ @2   0..34  > > MATCH                pattern=@3, where=@8
+ @3   6..16  > > > pattern            paths=[@4]
+ @4   6..16  > > > > pattern path     (@5)
+ @5   6..16  > > > > > node pattern   (@6:@7)
+ @6   7..8   > > > > > > identifier   `0`
+ @7   8..15  > > > > > > label        :`Person`
+ @8  23..34  > > > comparison         @9 > @12
+ @9  23..29  > > > > property         @10.@11
+@10  23..24  > > > > > identifier     `0`
+@11  25..28  > > > > > prop name      `age`
+@12  31..33  > > > > integer          10
+@13  34..68  > > RETURN               projections=[@14, @16, @21, @26]
+@14  41..42  > > > projection         expression=@15
+@15  41..42  > > > > identifier       `0`
+@16  44..50  > > > projection         expression=@17, alias=@20
+@17  44..50  > > > > property         @18.@19
+@18  44..45  > > > > > identifier     `0`
+@19  46..50  > > > > > prop name      `name`
+@20  44..50  > > > > identifier       `0.name`
+@21  52..57  > > > projection         expression=@22, alias=@25
+@22  52..57  > > > > property         @23.@24
+@23  52..53  > > > > > identifier     `0`
+@24  54..57  > > > > > prop name      `age`
+@25  52..57  > > > > identifier       `0.age`
+@26  59..68  > > > projection         expression=@27, alias=@30
+@27  59..67  > > > > apply            @28(@29)
+@28  59..64  > > > > > function name  `count`
+@29  65..66  > > > > > identifier     `0`
+@30  59..68  > > > > identifier       `count(0)`
\ No newline at end of file
diff --git a/tests/result_parser.rs b/tests/result_parser.rs
new file mode 100644
index 00000000..628ae6c2
--- /dev/null
+++ b/tests/result_parser.rs
@@ -0,0 +1,55 @@
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+extern crate rust_graph;
+extern crate serde_json;
+//extern crate sled;
+
+use std::collections::HashMap;
+use std::path::Path;
+use std::sync::Arc;
+
+use rust_graph::property::filter::*;
+use rust_graph::property::{parse_result_blueprint, ResultBlueprint, NodeElement};
+use rust_graph::property::*;
+
+use serde_json::json;
+
+use std::fs::File;
+use std::io::prelude::*;
+use std::io::BufReader;
+
+
+#[test]
+fn test_cypher_larger_than() {
+    // MATCH (p:Person) WHERE p.age > 10 RETURN p, p.name, p.age, count(p)
+
+    let cypher_tree = lines_from_file("tests/cypher_tree/10.txt");
+    let exp = parse_result_blueprint(cypher_tree);
+    assert_eq!(exp.get_node_elements().len(), 4);
+}
+
+fn lines_from_file(filename: impl AsRef<Path>) -> Vec<String> {
+    let file = File::open(filename).expect("no such file");
+    let buf = BufReader::new(file);
+    buf.lines()
+        .map(|l| l.expect("Could not parse line"))
+        .collect()
+}
\ No newline at end of file

From 4e944119c44f8563db2ec1fcb4ae5fddfa4179ab Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Tue, 2 Jul 2019 06:04:33 +1000
Subject: [PATCH 288/391] Add printing for debugging

---
 src/property/result_parser.rs | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/src/property/result_parser.rs b/src/property/result_parser.rs
index 3d05ddab..7c2f5147 100644
--- a/src/property/result_parser.rs
+++ b/src/property/result_parser.rs
@@ -88,8 +88,11 @@ pub fn parse_result_blueprint(cypher_tree: Vec<String>) -> ResultBlueprint {
             let re = Regex::new(r"> projection\s+expression=@(?P<result_line>\w+)").unwrap();
             if let Some(caps) = re.captures(line) {
                 let index: usize = caps["result_line"].parse::<usize>().unwrap();
+                println!("result line {:?}", index);
+
                 let var_string = collect_var(&cypher_tree, index);
                 let current_var = var_string.parse::<usize>().expect("Cypher tree contains non-integer as node id");
+                println!("current var {:?}", current_var);
                 if cypher_tree[index].contains("> property") {
                     result_blueprint.add_node_element(NodeElement::Exp(current_var, recursive_parser(&cypher_tree, index, &var_string).expect("Unable to parse result expression")));
                 } else if cypher_tree[index].contains("> apply") {

From 3791efdf3bea0ffa206ebb96ac3baccdf2db3f58 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Tue, 2 Jul 2019 06:08:35 +1000
Subject: [PATCH 289/391] Added print line

---
 src/property/result_parser.rs | 1 +
 1 file changed, 1 insertion(+)

diff --git a/src/property/result_parser.rs b/src/property/result_parser.rs
index 7c2f5147..fbfa4508 100644
--- a/src/property/result_parser.rs
+++ b/src/property/result_parser.rs
@@ -115,6 +115,7 @@ fn collect_var(cypher_tree: &[&str], index: usize) -> String {
         if line.contains("> > identifier") {
             let re = Regex::new(r"> identifier\s+`(?P<var_name>\d+)`").unwrap();
             if let Some(caps) = re.captures(line) {
+                println!("line is {:?}", &line);
                 let var_name = &caps["var_name"];
                 return var_name.to_owned();
             }

From bbeccf135024f2d03f8330c1124eb943ad6f1a2a Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Tue, 2 Jul 2019 06:12:51 +1000
Subject: [PATCH 290/391] Added test for result parser

---
 src/property/result_parser.rs |  4 ----
 tests/cypher_tree/11.txt      | 29 +++++++++++++++++++++++++++++
 tests/result_parser.rs        |  8 +++++++-
 3 files changed, 36 insertions(+), 5 deletions(-)
 create mode 100644 tests/cypher_tree/11.txt

diff --git a/src/property/result_parser.rs b/src/property/result_parser.rs
index fbfa4508..3d05ddab 100644
--- a/src/property/result_parser.rs
+++ b/src/property/result_parser.rs
@@ -88,11 +88,8 @@ pub fn parse_result_blueprint(cypher_tree: Vec<String>) -> ResultBlueprint {
             let re = Regex::new(r"> projection\s+expression=@(?P<result_line>\w+)").unwrap();
             if let Some(caps) = re.captures(line) {
                 let index: usize = caps["result_line"].parse::<usize>().unwrap();
-                println!("result line {:?}", index);
-
                 let var_string = collect_var(&cypher_tree, index);
                 let current_var = var_string.parse::<usize>().expect("Cypher tree contains non-integer as node id");
-                println!("current var {:?}", current_var);
                 if cypher_tree[index].contains("> property") {
                     result_blueprint.add_node_element(NodeElement::Exp(current_var, recursive_parser(&cypher_tree, index, &var_string).expect("Unable to parse result expression")));
                 } else if cypher_tree[index].contains("> apply") {
@@ -115,7 +112,6 @@ fn collect_var(cypher_tree: &[&str], index: usize) -> String {
         if line.contains("> > identifier") {
             let re = Regex::new(r"> identifier\s+`(?P<var_name>\d+)`").unwrap();
             if let Some(caps) = re.captures(line) {
-                println!("line is {:?}", &line);
                 let var_name = &caps["var_name"];
                 return var_name.to_owned();
             }
diff --git a/tests/cypher_tree/11.txt b/tests/cypher_tree/11.txt
new file mode 100644
index 00000000..57ff859c
--- /dev/null
+++ b/tests/cypher_tree/11.txt
@@ -0,0 +1,29 @@
+ @0   0..61  statement               body=@1
+ @1   0..61  > query                 clauses=[@2, @16]
+ @2   0..35  > > MATCH               pattern=@3, where=@11
+ @3   6..17  > > > pattern           paths=[@4]
+ @4   6..17  > > > > pattern path    (@5)-[@7]-(@9)
+ @5   6..9   > > > > > node pattern  (@6)
+ @6   7..8   > > > > > > identifier  `a`
+ @7   9..14  > > > > > rel pattern   -[@8]-
+ @8  11..12  > > > > > > identifier  `b`
+ @9  14..17  > > > > > node pattern  (@10)
+@10  15..16  > > > > > > identifier  `c`
+@11  24..35  > > > comparison        @12 > @15
+@12  24..30  > > > > property        @13.@14
+@13  24..25  > > > > > identifier    `a`
+@14  26..29  > > > > > prop name     `age`
+@15  32..34  > > > > integer         10
+@16  35..61  > > RETURN              projections=[@17, @22, @27]
+@17  42..48  > > > projection        expression=@18, alias=@21
+@18  42..48  > > > > property        @19.@20
+@19  42..43  > > > > > identifier    `0`
+@20  44..48  > > > > > prop name     `name`
+@21  42..48  > > > > identifier      `0.name`
+@22  50..57  > > > projection        expression=@23, alias=@26
+@23  50..57  > > > > property        @24.@25
+@24  50..51  > > > > > identifier    `1`
+@25  52..57  > > > > > prop name     `genre`
+@26  50..57  > > > > identifier      `1.genre`
+@27  59..61  > > > projection        expression=@28
+@28  59..60  > > > > identifier      `2`
\ No newline at end of file
diff --git a/tests/result_parser.rs b/tests/result_parser.rs
index 628ae6c2..1578d32a 100644
--- a/tests/result_parser.rs
+++ b/tests/result_parser.rs
@@ -38,7 +38,7 @@ use std::io::BufReader;
 
 
 #[test]
-fn test_cypher_larger_than() {
+fn test_cypher_three_attributes() {
     // MATCH (p:Person) WHERE p.age > 10 RETURN p, p.name, p.age, count(p)
 
     let cypher_tree = lines_from_file("tests/cypher_tree/10.txt");
@@ -46,6 +46,12 @@ fn test_cypher_larger_than() {
     assert_eq!(exp.get_node_elements().len(), 4);
 }
 
+#[test]
+fn test_cypher_movie_query() {
+    let cypher_tree = lines_from_file("tests/cypher_tree/11.txt");
+    let exp = parse_result_blueprint(cypher_tree);
+}
+
 fn lines_from_file(filename: impl AsRef<Path>) -> Vec<String> {
     let file = File::open(filename).expect("no such file");
     let buf = BufReader::new(file);

From 5557480f87ba8ea1e6571395e2004be7d319f755 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Tue, 2 Jul 2019 06:14:41 +1000
Subject: [PATCH 291/391] Print out statement found

---
 src/property/result_parser.rs | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/src/property/result_parser.rs b/src/property/result_parser.rs
index 3d05ddab..6d79b7b0 100644
--- a/src/property/result_parser.rs
+++ b/src/property/result_parser.rs
@@ -91,10 +91,13 @@ pub fn parse_result_blueprint(cypher_tree: Vec<String>) -> ResultBlueprint {
                 let var_string = collect_var(&cypher_tree, index);
                 let current_var = var_string.parse::<usize>().expect("Cypher tree contains non-integer as node id");
                 if cypher_tree[index].contains("> property") {
+                    println!("Property statement found");
                     result_blueprint.add_node_element(NodeElement::Exp(current_var, recursive_parser(&cypher_tree, index, &var_string).expect("Unable to parse result expression")));
                 } else if cypher_tree[index].contains("> apply") {
+                    println!("Count statement found");
                     result_blueprint.add_node_element(NodeElement::Count(current_var));
                 } else {
+                    println!("Star statement found");
                     result_blueprint.add_node_element(NodeElement::Star(current_var));
                 }
             }

From 6a2f269d461e2a109df083336b7d5990588fa29d Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Tue, 2 Jul 2019 06:18:20 +1000
Subject: [PATCH 292/391] Print out the result cypher line

---
 src/property/result_parser.rs | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/src/property/result_parser.rs b/src/property/result_parser.rs
index 6d79b7b0..ec98fb53 100644
--- a/src/property/result_parser.rs
+++ b/src/property/result_parser.rs
@@ -90,6 +90,8 @@ pub fn parse_result_blueprint(cypher_tree: Vec<String>) -> ResultBlueprint {
                 let index: usize = caps["result_line"].parse::<usize>().unwrap();
                 let var_string = collect_var(&cypher_tree, index);
                 let current_var = var_string.parse::<usize>().expect("Cypher tree contains non-integer as node id");
+                println!("line is : {:?}", &cypher_tree[index]);
+
                 if cypher_tree[index].contains("> property") {
                     println!("Property statement found");
                     result_blueprint.add_node_element(NodeElement::Exp(current_var, recursive_parser(&cypher_tree, index, &var_string).expect("Unable to parse result expression")));

From e3c2de667c949f520a8e7aa29bbe8771e1f90147 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Tue, 2 Jul 2019 06:25:30 +1000
Subject: [PATCH 293/391] Removed warnings

---
 src/property/result_parser.rs | 13 +------------
 tests/result_parser.rs        | 10 ++--------
 2 files changed, 3 insertions(+), 20 deletions(-)

diff --git a/src/property/result_parser.rs b/src/property/result_parser.rs
index ec98fb53..d6b9d59b 100644
--- a/src/property/result_parser.rs
+++ b/src/property/result_parser.rs
@@ -19,16 +19,9 @@
  * under the License.
  */
 
-use property::filter::{
-    empty_expression, ArithmeticExpression, ArithmeticOperator, Const, Expression,
-    PredicateExpression, PredicateOperator, PropertyResult, Var,
-};
-use property::PropertyError;
+use property::filter::{Expression, Var};
 use property::property_parser::recursive_parser;
 use regex::Regex;
-use serde_json::json;
-use serde_json::Value as JsonValue;
-use std::collections::{HashMap, HashSet};
 use std::marker::{Send, Sync};
 
 #[derive(Clone)]
@@ -90,16 +83,12 @@ pub fn parse_result_blueprint(cypher_tree: Vec<String>) -> ResultBlueprint {
                 let index: usize = caps["result_line"].parse::<usize>().unwrap();
                 let var_string = collect_var(&cypher_tree, index);
                 let current_var = var_string.parse::<usize>().expect("Cypher tree contains non-integer as node id");
-                println!("line is : {:?}", &cypher_tree[index]);
 
                 if cypher_tree[index].contains("> property") {
-                    println!("Property statement found");
                     result_blueprint.add_node_element(NodeElement::Exp(current_var, recursive_parser(&cypher_tree, index, &var_string).expect("Unable to parse result expression")));
                 } else if cypher_tree[index].contains("> apply") {
-                    println!("Count statement found");
                     result_blueprint.add_node_element(NodeElement::Count(current_var));
                 } else {
-                    println!("Star statement found");
                     result_blueprint.add_node_element(NodeElement::Star(current_var));
                 }
             }
diff --git a/tests/result_parser.rs b/tests/result_parser.rs
index 1578d32a..060b7fea 100644
--- a/tests/result_parser.rs
+++ b/tests/result_parser.rs
@@ -22,15 +22,9 @@ extern crate rust_graph;
 extern crate serde_json;
 //extern crate sled;
 
-use std::collections::HashMap;
 use std::path::Path;
-use std::sync::Arc;
 
-use rust_graph::property::filter::*;
-use rust_graph::property::{parse_result_blueprint, ResultBlueprint, NodeElement};
-use rust_graph::property::*;
-
-use serde_json::json;
+use rust_graph::property::{parse_result_blueprint};
 
 use std::fs::File;
 use std::io::prelude::*;
@@ -49,7 +43,7 @@ fn test_cypher_three_attributes() {
 #[test]
 fn test_cypher_movie_query() {
     let cypher_tree = lines_from_file("tests/cypher_tree/11.txt");
-    let exp = parse_result_blueprint(cypher_tree);
+    let _exp = parse_result_blueprint(cypher_tree);
 }
 
 fn lines_from_file(filename: impl AsRef<Path>) -> Vec<String> {

From 3bbdeda889a8404db21a570281ea88860b534fad Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Tue, 2 Jul 2019 06:28:30 +1000
Subject: [PATCH 294/391] Cargo fmt

---
 src/property/mod.rs           |  4 ++--
 src/property/result_parser.rs | 12 +++++++++---
 tests/result_parser.rs        |  5 ++---
 3 files changed, 13 insertions(+), 8 deletions(-)

diff --git a/src/property/mod.rs b/src/property/mod.rs
index 7c702e92..20e1e0e6 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -22,8 +22,8 @@ pub mod cached_property;
 pub mod fake_property;
 pub mod filter;
 pub mod property_parser;
-pub mod rocks_property;
 pub mod result_parser;
+pub mod rocks_property;
 //pub mod sled_property;
 
 pub use property::cached_property::CachedProperty;
@@ -32,8 +32,8 @@ pub use property::filter::PropertyCache;
 pub use property::property_parser::parse_property;
 pub use property::property_parser::parse_property_tree;
 pub use property::property_parser::ExpressionCache;
+pub use property::result_parser::{parse_result_blueprint, NodeElement, ResultBlueprint};
 pub use property::rocks_property::RocksProperty;
-pub use property::result_parser::{ResultBlueprint, parse_result_blueprint, NodeElement};
 //pub use property::sled_property::SledProperty;
 
 use generic::IdType;
diff --git a/src/property/result_parser.rs b/src/property/result_parser.rs
index d6b9d59b..6c3aef00 100644
--- a/src/property/result_parser.rs
+++ b/src/property/result_parser.rs
@@ -54,7 +54,7 @@ impl Default for ResultBlueprint {
 impl ResultBlueprint {
     pub fn new() -> Self {
         ResultBlueprint {
-            node_elements: vec![]
+            node_elements: vec![],
         }
     }
 
@@ -82,10 +82,16 @@ pub fn parse_result_blueprint(cypher_tree: Vec<String>) -> ResultBlueprint {
             if let Some(caps) = re.captures(line) {
                 let index: usize = caps["result_line"].parse::<usize>().unwrap();
                 let var_string = collect_var(&cypher_tree, index);
-                let current_var = var_string.parse::<usize>().expect("Cypher tree contains non-integer as node id");
+                let current_var = var_string
+                    .parse::<usize>()
+                    .expect("Cypher tree contains non-integer as node id");
 
                 if cypher_tree[index].contains("> property") {
-                    result_blueprint.add_node_element(NodeElement::Exp(current_var, recursive_parser(&cypher_tree, index, &var_string).expect("Unable to parse result expression")));
+                    result_blueprint.add_node_element(NodeElement::Exp(
+                        current_var,
+                        recursive_parser(&cypher_tree, index, &var_string)
+                            .expect("Unable to parse result expression"),
+                    ));
                 } else if cypher_tree[index].contains("> apply") {
                     result_blueprint.add_node_element(NodeElement::Count(current_var));
                 } else {
diff --git a/tests/result_parser.rs b/tests/result_parser.rs
index 060b7fea..6991a4a4 100644
--- a/tests/result_parser.rs
+++ b/tests/result_parser.rs
@@ -24,13 +24,12 @@ extern crate serde_json;
 
 use std::path::Path;
 
-use rust_graph::property::{parse_result_blueprint};
+use rust_graph::property::parse_result_blueprint;
 
 use std::fs::File;
 use std::io::prelude::*;
 use std::io::BufReader;
 
-
 #[test]
 fn test_cypher_three_attributes() {
     // MATCH (p:Person) WHERE p.age > 10 RETURN p, p.name, p.age, count(p)
@@ -52,4 +51,4 @@ fn lines_from_file(filename: impl AsRef<Path>) -> Vec<String> {
     buf.lines()
         .map(|l| l.expect("Could not parse line"))
         .collect()
-}
\ No newline at end of file
+}

From 4d7e1f1b2431178cc5b64e9561f4e1ff3e0b5b53 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Tue, 2 Jul 2019 21:28:51 +1000
Subject: [PATCH 295/391] Stop property parsing when meets RETURN

---
 src/property/property_parser.rs | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/src/property/property_parser.rs b/src/property/property_parser.rs
index 813a3fb5..ef68221c 100644
--- a/src/property/property_parser.rs
+++ b/src/property/property_parser.rs
@@ -142,6 +142,9 @@ pub fn parse_property(cypher_tree: Vec<&str>) -> HashMap<String, Box<Expression>
 
     for i in root..cypher_tree.len() - 1 {
         let line: &str = cypher_tree[i];
+        if line.contains("> > RETURN") {
+            break;
+        }
         if line.contains("identifier") {
             let re = Regex::new(r"> identifier\s+`(?P<var_name>\w+)`").unwrap();
             if let Some(caps) = re.captures(line) {

From 9f17e8c58c0a0faed5f13a00d8a3433c7ed2199d Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Wed, 3 Jul 2019 04:57:21 +1000
Subject: [PATCH 296/391] Added termination on return property

---
 src/property/property_parser.rs | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/src/property/property_parser.rs b/src/property/property_parser.rs
index ef68221c..4ed6d4d5 100644
--- a/src/property/property_parser.rs
+++ b/src/property/property_parser.rs
@@ -85,6 +85,9 @@ pub fn parse_property_tree(cypher_tree: Vec<String>) -> ExpressionCache {
     if !all_property.is_empty() {
         let mut node_count = 0usize;
         for line in cypher_tree {
+            if line.contains("> > RETURN") {
+                break;
+            }
             if line.contains("node pattern") {
                 node_count += 1;
             }

From 65d1929cc83170785a4160aec63f5a8b634f5129 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Wed, 3 Jul 2019 05:12:47 +1000
Subject: [PATCH 297/391] Fix bug in parser property

---
 src/property/property_parser.rs | 12 ++++++++++--
 1 file changed, 10 insertions(+), 2 deletions(-)

diff --git a/src/property/property_parser.rs b/src/property/property_parser.rs
index 4ed6d4d5..4ee196ff 100644
--- a/src/property/property_parser.rs
+++ b/src/property/property_parser.rs
@@ -72,11 +72,19 @@ impl ExpressionCache {
 unsafe impl Sync for ExpressionCache {}
 unsafe impl Send for ExpressionCache {}
 
-pub fn parse_property_tree(cypher_tree: Vec<String>) -> ExpressionCache {
+pub fn parse_property_tree(_cypher_tree: Vec<String>) -> ExpressionCache {
     // edge_id = (src_id + 1) * count("node pattern") + (dst_id)
-    if cypher_tree.is_empty() {
+    if _cypher_tree.is_empty() {
         panic!("The given cypher tree is empty");
     }
+    let mut cypher_tree: Vec<String> = vec![];
+    for line in &_cypher_tree {
+        if line.contains("RETURN") {
+            break;
+        }
+        cypher_tree.push(line.clone());
+    }
+
     let all_property = parse_property(cypher_tree.iter().map(|s| &**s).collect());
     let directed = is_directed(cypher_tree.iter().map(|s| &**s).collect());
 

From 154efe0db76a4a35c257ba28408243a9f82d139c Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Wed, 3 Jul 2019 05:33:12 +1000
Subject: [PATCH 298/391] Remove useless return checking

---
 src/property/property_parser.rs | 11 +----------
 1 file changed, 1 insertion(+), 10 deletions(-)

diff --git a/src/property/property_parser.rs b/src/property/property_parser.rs
index 4ee196ff..5f604526 100644
--- a/src/property/property_parser.rs
+++ b/src/property/property_parser.rs
@@ -79,7 +79,7 @@ pub fn parse_property_tree(_cypher_tree: Vec<String>) -> ExpressionCache {
     }
     let mut cypher_tree: Vec<String> = vec![];
     for line in &_cypher_tree {
-        if line.contains("RETURN") {
+        if line.contains("> > RETURN") {
             break;
         }
         cypher_tree.push(line.clone());
@@ -93,9 +93,6 @@ pub fn parse_property_tree(_cypher_tree: Vec<String>) -> ExpressionCache {
     if !all_property.is_empty() {
         let mut node_count = 0usize;
         for line in cypher_tree {
-            if line.contains("> > RETURN") {
-                break;
-            }
             if line.contains("node pattern") {
                 node_count += 1;
             }
@@ -153,9 +150,6 @@ pub fn parse_property(cypher_tree: Vec<&str>) -> HashMap<String, Box<Expression>
 
     for i in root..cypher_tree.len() - 1 {
         let line: &str = cypher_tree[i];
-        if line.contains("> > RETURN") {
-            break;
-        }
         if line.contains("identifier") {
             let re = Regex::new(r"> identifier\s+`(?P<var_name>\w+)`").unwrap();
             if let Some(caps) = re.captures(line) {
@@ -186,9 +180,6 @@ fn get_all_vars(cypher_tree: &[&str]) -> Vec<String> {
     let mut result: Vec<String> = Vec::new();
 
     for line in cypher_tree {
-        if line.contains("> > RETURN") {
-            break;
-        }
         let re = Regex::new(r"> identifier\s+`(?P<var_name>\w+)`").unwrap();
         if let Some(caps) = re.captures(line) {
             let var_name = &caps["var_name"];

From 7758b441e05d4199d89490041e7ca6a96d3cb793 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Thu, 4 Jul 2019 18:44:53 +1000
Subject: [PATCH 299/391] Added error message for node not found

---
 src/property/filter/node_property_filter.rs | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/property/filter/node_property_filter.rs b/src/property/filter/node_property_filter.rs
index a6862613..e72e39c7 100644
--- a/src/property/filter/node_property_filter.rs
+++ b/src/property/filter/node_property_filter.rs
@@ -51,7 +51,7 @@ pub fn get_node_filter_result<
     property_cache: &mut PropertyCache<Id, PG, NC, EC>,
     expression: &Expression,
 ) -> PropertyResult<bool> {
-    let var = property_cache.get_node_property(id).unwrap();
+    let var = property_cache.get_node_property(id).expect(format!("Node {:?} is not found.", id));
     let result_cow = expression.get_value(var)?;
     let result = result_cow.as_ref();
 

From e4e579d2df2b039b5bed90a3ce91084f2be42b85 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Thu, 4 Jul 2019 18:47:14 +1000
Subject: [PATCH 300/391] Fixed bug with error displaying

---
 src/property/filter/node_property_filter.rs | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/property/filter/node_property_filter.rs b/src/property/filter/node_property_filter.rs
index e72e39c7..c7f20477 100644
--- a/src/property/filter/node_property_filter.rs
+++ b/src/property/filter/node_property_filter.rs
@@ -51,7 +51,7 @@ pub fn get_node_filter_result<
     property_cache: &mut PropertyCache<Id, PG, NC, EC>,
     expression: &Expression,
 ) -> PropertyResult<bool> {
-    let var = property_cache.get_node_property(id).expect(format!("Node {:?} is not found.", id));
+    let var = property_cache.get_node_property(id).expect(format!("Node {:?} is not found.", id).as_str());
     let result_cow = expression.get_value(var)?;
     let result = result_cow.as_ref();
 

From a0cd761017d626d35461a7148574b69bff091c56 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Thu, 4 Jul 2019 20:11:24 +1000
Subject: [PATCH 301/391] Added debug info for candidate vars

---
 src/property/property_parser.rs | 1 +
 1 file changed, 1 insertion(+)

diff --git a/src/property/property_parser.rs b/src/property/property_parser.rs
index 5f604526..ed69766a 100644
--- a/src/property/property_parser.rs
+++ b/src/property/property_parser.rs
@@ -160,6 +160,7 @@ pub fn parse_property(cypher_tree: Vec<&str>) -> HashMap<String, Box<Expression>
     }
 
     if !candidate_vars.is_empty() {
+        info!("Candidate vars: {:?}", candidate_vars);
         for var in var_list {
             if found && candidate_vars.contains(&var) {
                 let expression = match recursive_parser(&cypher_tree, root, var.as_str()) {

From 3c4d185cfc8b1d325084aa19893f881c811da657 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Fri, 5 Jul 2019 03:42:42 +1000
Subject: [PATCH 302/391] Filtering is true if expression is empty

---
 src/property/filter/edge_property_filter.rs | 16 ++++++++++------
 src/property/filter/node_property_filter.rs | 16 ++++++++++------
 2 files changed, 20 insertions(+), 12 deletions(-)

diff --git a/src/property/filter/edge_property_filter.rs b/src/property/filter/edge_property_filter.rs
index 14efede9..4688a33b 100644
--- a/src/property/filter/edge_property_filter.rs
+++ b/src/property/filter/edge_property_filter.rs
@@ -56,11 +56,15 @@ pub fn get_edge_filter_result<
     property_cache: &mut PropertyCache<Id, PG, NC, EC>,
     expression: &Expression,
 ) -> PropertyResult<bool> {
-    let var = property_cache.get_edge_property(id.0, id.1)?;
-    let result_cow = expression.get_value(var)?;
-    let result = result_cow.as_ref();
-    match result.as_bool() {
-        Some(x) => Ok(x),
-        None => Err(PropertyError::BooleanExpressionError),
+    if expression.is_empty() {
+        Ok(true)
+    } else {
+        let var = property_cache.get_edge_property(id.0, id.1)?;
+        let result_cow = expression.get_value(var)?;
+        let result = result_cow.as_ref();
+        match result.as_bool() {
+            Some(x) => Ok(x),
+            None => Err(PropertyError::BooleanExpressionError),
+        }
     }
 }
diff --git a/src/property/filter/node_property_filter.rs b/src/property/filter/node_property_filter.rs
index c7f20477..15385545 100644
--- a/src/property/filter/node_property_filter.rs
+++ b/src/property/filter/node_property_filter.rs
@@ -51,12 +51,16 @@ pub fn get_node_filter_result<
     property_cache: &mut PropertyCache<Id, PG, NC, EC>,
     expression: &Expression,
 ) -> PropertyResult<bool> {
-    let var = property_cache.get_node_property(id).expect(format!("Node {:?} is not found.", id).as_str());
-    let result_cow = expression.get_value(var)?;
-    let result = result_cow.as_ref();
+    if expression.is_empty() {
+        Ok(true)
+    } else {
+        let var = property_cache.get_node_property(id).expect(format!("Node {:?} is not found.", id).as_str());
+        let result_cow = expression.get_value(var)?;
+        let result = result_cow.as_ref();
 
-    match result.as_bool() {
-        Some(x) => Ok(x),
-        None => Err(PropertyError::BooleanExpressionError),
+        match result.as_bool() {
+            Some(x) => Ok(x),
+            None => Err(PropertyError::BooleanExpressionError),
+        }
     }
 }

From e5f303d0fc82e435761f235068b3637d61af7a92 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Fri, 5 Jul 2019 17:43:59 +1000
Subject: [PATCH 303/391] Print out internal json value

---
 src/property/filter/node_property_filter.rs | 1 +
 1 file changed, 1 insertion(+)

diff --git a/src/property/filter/node_property_filter.rs b/src/property/filter/node_property_filter.rs
index 15385545..fac31d89 100644
--- a/src/property/filter/node_property_filter.rs
+++ b/src/property/filter/node_property_filter.rs
@@ -55,6 +55,7 @@ pub fn get_node_filter_result<
         Ok(true)
     } else {
         let var = property_cache.get_node_property(id).expect(format!("Node {:?} is not found.", id).as_str());
+        println!("Var is : {:?}", &var);
         let result_cow = expression.get_value(var)?;
         let result = result_cow.as_ref();
 

From 40f385e31644700f132b69c1c9bfb5388b3474a4 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Fri, 5 Jul 2019 18:06:56 +1000
Subject: [PATCH 304/391] Remove printing node value

---
 src/property/filter/node_property_filter.rs | 1 -
 1 file changed, 1 deletion(-)

diff --git a/src/property/filter/node_property_filter.rs b/src/property/filter/node_property_filter.rs
index fac31d89..15385545 100644
--- a/src/property/filter/node_property_filter.rs
+++ b/src/property/filter/node_property_filter.rs
@@ -55,7 +55,6 @@ pub fn get_node_filter_result<
         Ok(true)
     } else {
         let var = property_cache.get_node_property(id).expect(format!("Node {:?} is not found.", id).as_str());
-        println!("Var is : {:?}", &var);
         let result_cow = expression.get_value(var)?;
         let result = result_cow.as_ref();
 

From 0953b10eb07ca5fd9f3b2a664abd08aadc28ce76 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Sun, 7 Jul 2019 22:48:33 +1000
Subject: [PATCH 305/391] Added case for * and count(*)

---
 src/property/result_parser.rs | 38 ++++++++++++++++++++++++++++++++---
 1 file changed, 35 insertions(+), 3 deletions(-)

diff --git a/src/property/result_parser.rs b/src/property/result_parser.rs
index 6c3aef00..ad95f2ec 100644
--- a/src/property/result_parser.rs
+++ b/src/property/result_parser.rs
@@ -77,11 +77,22 @@ pub fn parse_result_blueprint(cypher_tree: Vec<String>) -> ResultBlueprint {
 
     for i in 0..cypher_tree.len() - 1 {
         let line: &str = cypher_tree[i];
+        if line.contains("RETURN") && line.contains("*") {
+            let largest_node = get_largest_node(&cypher_tree);
+            for i in 0..largest_node+1 {
+                result_blueprint.add_node_element(NodeElement::Star(i));
+            }
+            break;
+        }
         if line.contains("> > projection") {
             let re = Regex::new(r"> projection\s+expression=@(?P<result_line>\w+)").unwrap();
             if let Some(caps) = re.captures(line) {
                 let index: usize = caps["result_line"].parse::<usize>().unwrap();
-                let var_string = collect_var(&cypher_tree, index);
+                let var_string_option = collect_var(&cypher_tree, index);
+                if var_string_option.is_none() {
+                    break;
+                }
+                let var_string = var_string_option.unwrap();
                 let current_var = var_string
                     .parse::<usize>()
                     .expect("Cypher tree contains non-integer as node id");
@@ -104,19 +115,40 @@ pub fn parse_result_blueprint(cypher_tree: Vec<String>) -> ResultBlueprint {
     result_blueprint
 }
 
-fn collect_var(cypher_tree: &[&str], index: usize) -> String {
+fn collect_var(cypher_tree: &[&str], index: usize) -> Option<String> {
     let mut i = index;
     while i < cypher_tree.len() {
         let line: &str = cypher_tree[i];
+        if line.contains("(*)") {
+            return None;
+        }
 
         if line.contains("> > identifier") {
             let re = Regex::new(r"> identifier\s+`(?P<var_name>\d+)`").unwrap();
             if let Some(caps) = re.captures(line) {
                 let var_name = &caps["var_name"];
-                return var_name.to_owned();
+                return Some(var_name.to_owned());
             }
         }
         i += 1;
     }
     panic!("Cannot find valid identifier");
 }
+
+fn get_largest_node(cypher_tree: &[&str]) -> usize {
+    let mut largest_node = 0usize;
+    for i in 0..cypher_tree.len()-1 {
+        let line = cypher_tree[i];
+        if line.contains("node pattern") {
+            let re = Regex::new(r"> identifier\s+`(?P<node>\d+)`").unwrap();
+            if let Some(caps) = re.captures(line) {
+                let node = &caps["node"].parse::<usize>()
+                    .expect("Cypher tree contains non-integer as node id");;
+                if *node > largest_node {
+                    largest_node = *node;
+                }
+            }
+        }
+    }
+    largest_node
+}

From 3ed0675d021acfc4952eba68dac833db0692a097 Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Mon, 8 Jul 2019 02:34:19 +1000
Subject: [PATCH 306/391] Fixed bug with displaying star

---
 src/property/result_parser.rs | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/property/result_parser.rs b/src/property/result_parser.rs
index ad95f2ec..1f46fb76 100644
--- a/src/property/result_parser.rs
+++ b/src/property/result_parser.rs
@@ -75,7 +75,7 @@ pub fn parse_result_blueprint(cypher_tree: Vec<String>) -> ResultBlueprint {
     let mut result_blueprint = ResultBlueprint::new();
     let cypher_tree: Vec<&str> = cypher_tree.iter().map(|s| &**s).collect();
 
-    for i in 0..cypher_tree.len() - 1 {
+    for i in 0..cypher_tree.len() {
         let line: &str = cypher_tree[i];
         if line.contains("RETURN") && line.contains("*") {
             let largest_node = get_largest_node(&cypher_tree);

From 74aa3c1b4a7574b94ebb46ed22cf004912150a5d Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Mon, 8 Jul 2019 02:43:20 +1000
Subject: [PATCH 307/391] Added print for debugging

---
 src/property/result_parser.rs | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/src/property/result_parser.rs b/src/property/result_parser.rs
index 1f46fb76..7fbc3669 100644
--- a/src/property/result_parser.rs
+++ b/src/property/result_parser.rs
@@ -137,9 +137,10 @@ fn collect_var(cypher_tree: &[&str], index: usize) -> Option<String> {
 
 fn get_largest_node(cypher_tree: &[&str]) -> usize {
     let mut largest_node = 0usize;
-    for i in 0..cypher_tree.len()-1 {
+    for i in 0..cypher_tree.len() {
         let line = cypher_tree[i];
         if line.contains("node pattern") {
+            println!("{:?}", line);
             let re = Regex::new(r"> identifier\s+`(?P<node>\d+)`").unwrap();
             if let Some(caps) = re.captures(line) {
                 let node = &caps["node"].parse::<usize>()

From eb5f805c32066e6b2eede6b4c917fafdd387190b Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Mon, 8 Jul 2019 02:47:38 +1000
Subject: [PATCH 308/391] Fixed bug with getting largest node id

---
 src/property/result_parser.rs | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/src/property/result_parser.rs b/src/property/result_parser.rs
index 7fbc3669..0406be27 100644
--- a/src/property/result_parser.rs
+++ b/src/property/result_parser.rs
@@ -140,9 +140,8 @@ fn get_largest_node(cypher_tree: &[&str]) -> usize {
     for i in 0..cypher_tree.len() {
         let line = cypher_tree[i];
         if line.contains("node pattern") {
-            println!("{:?}", line);
             let re = Regex::new(r"> identifier\s+`(?P<node>\d+)`").unwrap();
-            if let Some(caps) = re.captures(line) {
+            if let Some(caps) = re.captures(cypher_tree[i+1]) {
                 let node = &caps["node"].parse::<usize>()
                     .expect("Cypher tree contains non-integer as node id");;
                 if *node > largest_node {

From 58ce06debb3a6ea695cdd00d84a68f38fd05af6d Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Mon, 8 Jul 2019 16:29:42 +1000
Subject: [PATCH 309/391] Cargo fmt

---
 src/property/filter/node_property_filter.rs | 4 +++-
 src/property/result_parser.rs               | 7 ++++---
 2 files changed, 7 insertions(+), 4 deletions(-)

diff --git a/src/property/filter/node_property_filter.rs b/src/property/filter/node_property_filter.rs
index 15385545..1de00b89 100644
--- a/src/property/filter/node_property_filter.rs
+++ b/src/property/filter/node_property_filter.rs
@@ -54,7 +54,9 @@ pub fn get_node_filter_result<
     if expression.is_empty() {
         Ok(true)
     } else {
-        let var = property_cache.get_node_property(id).expect(format!("Node {:?} is not found.", id).as_str());
+        let var = property_cache
+            .get_node_property(id)
+            .expect(format!("Node {:?} is not found.", id).as_str());
         let result_cow = expression.get_value(var)?;
         let result = result_cow.as_ref();
 
diff --git a/src/property/result_parser.rs b/src/property/result_parser.rs
index 0406be27..8f4e0977 100644
--- a/src/property/result_parser.rs
+++ b/src/property/result_parser.rs
@@ -79,7 +79,7 @@ pub fn parse_result_blueprint(cypher_tree: Vec<String>) -> ResultBlueprint {
         let line: &str = cypher_tree[i];
         if line.contains("RETURN") && line.contains("*") {
             let largest_node = get_largest_node(&cypher_tree);
-            for i in 0..largest_node+1 {
+            for i in 0..largest_node + 1 {
                 result_blueprint.add_node_element(NodeElement::Star(i));
             }
             break;
@@ -141,8 +141,9 @@ fn get_largest_node(cypher_tree: &[&str]) -> usize {
         let line = cypher_tree[i];
         if line.contains("node pattern") {
             let re = Regex::new(r"> identifier\s+`(?P<node>\d+)`").unwrap();
-            if let Some(caps) = re.captures(cypher_tree[i+1]) {
-                let node = &caps["node"].parse::<usize>()
+            if let Some(caps) = re.captures(cypher_tree[i + 1]) {
+                let node = &caps["node"]
+                    .parse::<usize>()
                     .expect("Cypher tree contains non-integer as node id");;
                 if *node > largest_node {
                     largest_node = *node;

From 5e0ea5cdbc16442343d9cd25f2fca3c7ae268c5a Mon Sep 17 00:00:00 2001
From: KongzhangHao <haokongzhang@gmail.com>
Date: Wed, 17 Jul 2019 03:34:26 +1000
Subject: [PATCH 310/391] Removed filtering rust graph lib

---
 Cargo.toml                                   |   1 -
 src/lib.rs                                   |   2 -
 src/property/filter/arithmetic_expression.rs |  87 ----
 src/property/filter/edge_property_filter.rs  |  70 ---
 src/property/filter/expression_operator.rs   | 288 ------------
 src/property/filter/hash_property_cache.rs   |  88 ----
 src/property/filter/lru_cache.rs             | 336 --------------
 src/property/filter/lru_property_cache.rs    | 142 ------
 src/property/filter/mod.rs                   |  95 ----
 src/property/filter/node_property_filter.rs  |  68 ---
 src/property/filter/predicate_expression.rs  |  93 ----
 src/property/filter/property_cache.rs        | 243 ----------
 src/property/filter/value_expression.rs      |  83 ----
 src/property/mod.rs                          |   8 -
 src/property/property_parser.rs              | 352 ---------------
 src/property/result_parser.rs                | 155 -------
 tests/cypher_tree/0.txt                      |  22 -
 tests/cypher_tree/1.txt                      |  24 -
 tests/cypher_tree/10.txt                     |  31 --
 tests/cypher_tree/11.txt                     |  29 --
 tests/cypher_tree/2.txt                      |  22 -
 tests/cypher_tree/3.txt                      |  30 --
 tests/cypher_tree/4.txt                      |  22 -
 tests/cypher_tree/5.txt                      |  26 --
 tests/cypher_tree/6.txt                      |  30 --
 tests/cypher_tree/7.txt                      |  11 -
 tests/cypher_tree/8.txt                      |  70 ---
 tests/cypher_tree/9.txt                      |  37 --
 tests/cypher_tree/empty.txt                  |  17 -
 tests/cypher_tree/string.txt                 |  20 -
 tests/cypher_tree/undirected_dst2src.txt     |  25 --
 tests/cypher_tree/undirected_src2dst.txt     |  25 --
 tests/property.rs                            | 449 -------------------
 tests/property_parser.rs                     | 330 --------------
 tests/result_parser.rs                       |  54 ---
 35 files changed, 3385 deletions(-)
 delete mode 100644 src/property/filter/arithmetic_expression.rs
 delete mode 100644 src/property/filter/edge_property_filter.rs
 delete mode 100644 src/property/filter/expression_operator.rs
 delete mode 100644 src/property/filter/hash_property_cache.rs
 delete mode 100644 src/property/filter/lru_cache.rs
 delete mode 100644 src/property/filter/lru_property_cache.rs
 delete mode 100644 src/property/filter/mod.rs
 delete mode 100644 src/property/filter/node_property_filter.rs
 delete mode 100644 src/property/filter/predicate_expression.rs
 delete mode 100644 src/property/filter/property_cache.rs
 delete mode 100644 src/property/filter/value_expression.rs
 delete mode 100644 src/property/property_parser.rs
 delete mode 100644 src/property/result_parser.rs
 delete mode 100644 tests/cypher_tree/0.txt
 delete mode 100644 tests/cypher_tree/1.txt
 delete mode 100644 tests/cypher_tree/10.txt
 delete mode 100644 tests/cypher_tree/11.txt
 delete mode 100644 tests/cypher_tree/2.txt
 delete mode 100644 tests/cypher_tree/3.txt
 delete mode 100644 tests/cypher_tree/4.txt
 delete mode 100644 tests/cypher_tree/5.txt
 delete mode 100644 tests/cypher_tree/6.txt
 delete mode 100644 tests/cypher_tree/7.txt
 delete mode 100644 tests/cypher_tree/8.txt
 delete mode 100644 tests/cypher_tree/9.txt
 delete mode 100644 tests/cypher_tree/empty.txt
 delete mode 100644 tests/cypher_tree/string.txt
 delete mode 100644 tests/cypher_tree/undirected_dst2src.txt
 delete mode 100644 tests/cypher_tree/undirected_src2dst.txt
 delete mode 100644 tests/property.rs
 delete mode 100644 tests/property_parser.rs
 delete mode 100644 tests/result_parser.rs

diff --git a/Cargo.toml b/Cargo.toml
index 832d163e..52b13f86 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -20,7 +20,6 @@ log = "0.4"
 csv = "1"
 counter = "0.4.3"
 serde_cbor = "0.9.0"
-regex =  "1"
 fixedbitset = "0.1.9"
 hashbrown = {version = "0.2.0", features = ["serde"] }
 rayon = "1.0.3"
diff --git a/src/lib.rs b/src/lib.rs
index 4e17d5e6..28ab286d 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -37,8 +37,6 @@ extern crate serde_json;
 extern crate log;
 #[macro_use]
 extern crate serde_derive;
-extern crate lru;
-extern crate regex;
 
 pub mod algorithm;
 pub mod generic;
diff --git a/src/property/filter/arithmetic_expression.rs b/src/property/filter/arithmetic_expression.rs
deleted file mode 100644
index fce77c54..00000000
--- a/src/property/filter/arithmetic_expression.rs
+++ /dev/null
@@ -1,87 +0,0 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-use property::filter::expression_operator::*;
-use property::filter::{Expression, PropertyResult};
-use std::borrow::Cow;
-
-use serde_json::Value as JsonValue;
-
-pub struct ArithmeticExpression {
-    // expression on the LHS of operator
-    left: Box<Expression>,
-    // expression on the RHS of operator
-    right: Box<Expression>,
-    // operator used in predicator
-    operator: ArithmeticOperator,
-}
-
-impl ArithmeticExpression {
-    pub fn new(
-        left: Box<Expression>,
-        right: Box<Expression>,
-        operator: ArithmeticOperator,
-    ) -> Self {
-        ArithmeticExpression {
-            left,
-            right,
-            operator,
-        }
-    }
-}
-
-impl Expression for ArithmeticExpression {
-    // Return the resulting value of expression.
-    // Firstly get the values of expressions on both sides.
-    // Then calculate the result based on operator.
-    fn get_value<'a>(&'a self, var: &'a JsonValue) -> PropertyResult<Cow<'a, JsonValue>> {
-        // Get values of left and right expressions.
-        let exp1_cow = self.left.get_value(var)?;
-        let exp2_cow = self.right.get_value(var)?;
-        let exp1 = exp1_cow.as_ref();
-        let exp2 = exp2_cow.as_ref();
-
-        // Perform operator on left and right values.
-        let result = match self.operator {
-            // Mathematical Operation
-            ArithmeticOperator::Add => add(exp1, exp2),
-            ArithmeticOperator::Subtract => subtract(exp1, exp2),
-            ArithmeticOperator::Multiply => multiply(exp1, exp2),
-            ArithmeticOperator::Divide => divide(exp1, exp2),
-            ArithmeticOperator::Modulo => modulo(exp1, exp2),
-            ArithmeticOperator::Power => power(exp1, exp2),
-
-            // String Operation
-            ArithmeticOperator::Concat => concat(exp1, exp2),
-        }?;
-        Ok(Cow::Owned(result))
-    }
-
-    fn box_clone(&self) -> Box<Expression> {
-        Box::new(ArithmeticExpression::new(
-            self.left.clone(),
-            self.right.clone(),
-            self.operator.clone(),
-        ))
-    }
-    fn is_empty(&self) -> bool {
-        false
-    }
-}
diff --git a/src/property/filter/edge_property_filter.rs b/src/property/filter/edge_property_filter.rs
deleted file mode 100644
index 4688a33b..00000000
--- a/src/property/filter/edge_property_filter.rs
+++ /dev/null
@@ -1,70 +0,0 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-
-// 1. Query the property graph with the given list of node ids/edge ids, by firstly getting the attribute
-// 2. build the hash map according to the queried values
-// 3. when running ,first pass the queried id to filter function, then get value with the hashmap.get(id), then pass value to get_result recursion.
-
-use generic::IdType;
-use property::filter::{EdgeCache, Expression, NodeCache, PropertyResult};
-use property::{PropertyCache, PropertyError, PropertyGraph};
-
-pub fn filter_edge<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>(
-    id: (Id, Id),
-    property_cache: &mut PropertyCache<Id, PG, NC, EC>,
-    expression: &Expression,
-) -> bool {
-    if property_cache.is_disabled() || property_cache.is_edge_disabled() {
-        true
-    } else {
-        let result = get_edge_filter_result(id, property_cache, expression);
-
-        if result.is_err() {
-            debug!("edge {:?} has error {:?}", id, result.err().unwrap());
-            false
-        } else {
-            result.unwrap()
-        }
-    }
-}
-
-pub fn get_edge_filter_result<
-    Id: IdType,
-    PG: PropertyGraph<Id>,
-    NC: NodeCache<Id>,
-    EC: EdgeCache<Id>,
->(
-    id: (Id, Id),
-    property_cache: &mut PropertyCache<Id, PG, NC, EC>,
-    expression: &Expression,
-) -> PropertyResult<bool> {
-    if expression.is_empty() {
-        Ok(true)
-    } else {
-        let var = property_cache.get_edge_property(id.0, id.1)?;
-        let result_cow = expression.get_value(var)?;
-        let result = result_cow.as_ref();
-        match result.as_bool() {
-            Some(x) => Ok(x),
-            None => Err(PropertyError::BooleanExpressionError),
-        }
-    }
-}
diff --git a/src/property/filter/expression_operator.rs b/src/property/filter/expression_operator.rs
deleted file mode 100644
index 39387636..00000000
--- a/src/property/filter/expression_operator.rs
+++ /dev/null
@@ -1,288 +0,0 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-
-use property::filter::PropertyResult;
-use property::PropertyError;
-
-use serde_json::json;
-use serde_json::Value as JsonValue;
-
-#[derive(Clone, Copy)]
-pub enum PredicateOperator {
-    // Logical
-    AND,
-    OR,
-    XOR,
-    // Not Supported
-    NOT,
-    // Not Supported
-
-    // Numeric Comparison
-    LessThan,
-    LessEqual,
-    GreaterThan,
-    GreaterEqual,
-    Equal,
-    NotEqual,
-    Range,
-
-    // String Comparison
-    Contains,
-    StartsWith,
-    EndsWith,
-    Regex,
-    // Not Supported
-
-    // Other
-    IsNull,
-    // Not Supported
-    IsNotNull,
-    // Not Supported
-    Exists,
-    // Not Supported
-}
-
-#[derive(Clone, Copy)]
-pub enum ArithmeticOperator {
-    // Mathematical Operation
-    Add,
-    Subtract,
-    Multiply,
-    Divide,
-    Modulo,
-    Power,
-
-    // String Operation
-    Concat,
-}
-
-// Logical
-
-pub fn and(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
-    if exp1.as_bool().is_some() && exp2.as_bool().is_some() {
-        Ok(json!(exp1.as_bool().unwrap() && exp2.as_bool().unwrap()))
-    } else {
-        Err(PropertyError::BooleanExpressionError)
-    }
-}
-
-pub fn or(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
-    if exp1.as_bool().is_some() && exp2.as_bool().is_some() {
-        Ok(json!(exp1.as_bool().unwrap() || exp2.as_bool().unwrap()))
-    } else {
-        Err(PropertyError::BooleanExpressionError)
-    }
-}
-
-// Numeric Comparison
-
-pub fn less_than(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
-    if exp1.as_u64().is_some() && exp2.as_u64().is_some() {
-        Ok(json!(exp1.as_u64().unwrap() < exp2.as_u64().unwrap()))
-    } else if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        Ok(json!(exp1.as_f64().unwrap() < exp2.as_f64().unwrap()))
-    } else {
-        Err(PropertyError::NumberExpressionError)
-    }
-}
-
-pub fn less_equal(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
-    if exp1.as_u64().is_some() && exp2.as_u64().is_some() {
-        Ok(json!(exp1.as_u64().unwrap() <= exp2.as_u64().unwrap()))
-    } else if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        Ok(json!(exp1.as_f64().unwrap() <= exp2.as_f64().unwrap()))
-    } else {
-        Err(PropertyError::NumberExpressionError)
-    }
-}
-
-pub fn greater_than(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
-    if exp1.as_u64().is_some() && exp2.as_u64().is_some() {
-        Ok(json!(exp1.as_u64().unwrap() > exp2.as_u64().unwrap()))
-    } else if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        Ok(json!(exp1.as_f64().unwrap() > exp2.as_f64().unwrap()))
-    } else {
-        Err(PropertyError::NumberExpressionError)
-    }
-}
-
-pub fn greater_equal(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
-    if exp1.as_u64().is_some() && exp2.as_u64().is_some() {
-        Ok(json!(exp1.as_u64().unwrap() >= exp2.as_u64().unwrap()))
-    } else if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        Ok(json!(exp1.as_f64().unwrap() >= exp2.as_f64().unwrap()))
-    } else {
-        Err(PropertyError::NumberExpressionError)
-    }
-}
-
-pub fn equal(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
-    Ok(json!(exp1 == exp2))
-}
-
-pub fn not_equal(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
-    Ok(json!(exp1 != exp2))
-}
-
-pub fn range(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
-    if exp1.is_array() && exp2.as_f64().is_some() {
-        let value = exp2.as_f64().unwrap();
-        let lower = exp1[0].as_f64();
-        let upper = exp1[1].as_f64();
-        if lower.is_some() && upper.is_some() {
-            Ok(json!(value >= lower.unwrap() && value <= upper.unwrap()))
-        } else {
-            Err(PropertyError::NumberExpressionError)
-        }
-    } else if exp2.is_array() && exp1.as_f64().is_some() {
-        let value = exp1.as_f64().unwrap();
-        let lower = exp2[0].as_f64();
-        let upper = exp2[1].as_f64();
-        if lower.is_some() && upper.is_some() {
-            Ok(json!(value >= lower.unwrap() && value <= upper.unwrap()))
-        } else {
-            Err(PropertyError::NumberExpressionError)
-        }
-    } else {
-        Err(PropertyError::NumberExpressionError)
-    }
-}
-
-// String Comparison
-
-pub fn contains(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
-    if exp1.as_str().is_some() && exp2.as_str().is_some() {
-        Ok(json!(exp1
-            .as_str()
-            .unwrap()
-            .contains(exp2.as_str().unwrap())))
-    } else {
-        Err(PropertyError::StringExpressionError)
-    }
-}
-
-pub fn starts_with(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
-    if exp1.as_str().is_some() && exp2.as_str().is_some() {
-        Ok(json!(exp1
-            .as_str()
-            .unwrap()
-            .starts_with(exp2.as_str().unwrap())))
-    } else {
-        Err(PropertyError::StringExpressionError)
-    }
-}
-
-pub fn ends_with(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
-    if exp1.as_str().is_some() && exp2.as_str().is_some() {
-        Ok(json!(exp1
-            .as_str()
-            .unwrap()
-            .ends_with(exp2.as_str().unwrap())))
-    } else {
-        Err(PropertyError::StringExpressionError)
-    }
-}
-
-// Mathematical Operation
-
-pub fn add(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
-    if exp1.as_u64().is_some() && exp2.as_u64().is_some() {
-        let number = exp1.as_u64().unwrap() + exp2.as_u64().unwrap();
-        Ok(json!(number))
-    } else if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        let number = exp1.as_f64().unwrap() + exp2.as_f64().unwrap();
-        Ok(json!(number))
-    } else {
-        Err(PropertyError::NumberExpressionError)
-    }
-}
-
-pub fn subtract(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
-    if exp1.as_u64().is_some() && exp2.as_u64().is_some() {
-        let number = exp1.as_u64().unwrap() - exp2.as_u64().unwrap();
-        Ok(json!(number))
-    } else if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        let number = exp1.as_f64().unwrap() - exp2.as_f64().unwrap();
-        Ok(json!(number))
-    } else {
-        Err(PropertyError::NumberExpressionError)
-    }
-}
-
-pub fn multiply(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
-    if exp1.as_u64().is_some() && exp2.as_u64().is_some() {
-        let number = exp1.as_u64().unwrap() * exp2.as_u64().unwrap();
-        Ok(json!(number))
-    } else if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        let number = exp1.as_f64().unwrap() * exp2.as_f64().unwrap();
-        Ok(json!(number))
-    } else {
-        Err(PropertyError::NumberExpressionError)
-    }
-}
-
-pub fn divide(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
-    if exp1.as_u64().is_some() && exp2.as_u64().is_some() {
-        let number = exp1.as_u64().unwrap() / exp2.as_u64().unwrap();
-        Ok(json!(number))
-    } else if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        let number = exp1.as_f64().unwrap() / exp2.as_f64().unwrap();
-        Ok(json!(number))
-    } else {
-        Err(PropertyError::NumberExpressionError)
-    }
-}
-
-pub fn modulo(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
-    if exp1.as_u64().is_some() && exp2.as_u64().is_some() {
-        let number = exp1.as_u64().unwrap() % exp2.as_u64().unwrap();
-        Ok(json!(number))
-    } else if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        let number = exp1.as_f64().unwrap() % exp2.as_f64().unwrap();
-        Ok(json!(number))
-    } else {
-        Err(PropertyError::NumberExpressionError)
-    }
-}
-
-pub fn power(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
-    if exp1.as_u64().is_some() && exp2.as_u64().is_some() {
-        let number = exp1.as_u64().unwrap().pow(exp2.as_u64().unwrap() as u32);
-        Ok(json!(number))
-    } else if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        let number = exp1.as_f64().unwrap().powf(exp2.as_f64().unwrap());
-        Ok(json!(number))
-    } else {
-        Err(PropertyError::NumberExpressionError)
-    }
-}
-
-// String Operation
-
-pub fn concat(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
-    if exp1.as_str().is_some() && exp2.as_str().is_some() {
-        let mut result = exp1.as_str().unwrap().to_owned();
-        result.push_str(exp2.as_str().unwrap());
-        Ok(JsonValue::String(result))
-    } else {
-        Err(PropertyError::StringExpressionError)
-    }
-}
diff --git a/src/property/filter/hash_property_cache.rs b/src/property/filter/hash_property_cache.rs
deleted file mode 100644
index f06668ad..00000000
--- a/src/property/filter/hash_property_cache.rs
+++ /dev/null
@@ -1,88 +0,0 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-
-use generic::IdType;
-use hashbrown::HashMap;
-use property::filter::{EdgeCache, NodeCache, PropertyResult};
-use property::PropertyError;
-
-use serde_json::json;
-use serde_json::Value as JsonValue;
-
-pub struct HashNodeCache {
-    node_map: Vec<JsonValue>,
-}
-
-impl HashNodeCache {
-    pub fn new<Id: IdType>(max_id: Id) -> Self {
-        HashNodeCache {
-            node_map: vec![json!(null); max_id.id() + 1],
-        }
-    }
-}
-
-impl Default for HashNodeCache {
-    fn default() -> Self {
-        HashNodeCache { node_map: vec![] }
-    }
-}
-
-impl<Id: IdType> NodeCache<Id> for HashNodeCache {
-    fn get_mut(&mut self, id: Id) -> PropertyResult<&mut JsonValue> {
-        if self.node_map.len() > id.id() {
-            Ok(self.node_map.get_mut(id.id()).unwrap())
-        } else {
-            Err(PropertyError::NodeNotFoundError)
-        }
-    }
-}
-
-pub struct HashEdgeCache<Id: IdType> {
-    edge_map: Vec<HashMap<Id, JsonValue>>,
-}
-
-impl<Id: IdType> HashEdgeCache<Id> {
-    pub fn new(max_id: Id) -> Self {
-        HashEdgeCache {
-            edge_map: vec![HashMap::new(); max_id.id() + 1],
-        }
-    }
-}
-
-impl<Id: IdType> Default for HashEdgeCache<Id> {
-    fn default() -> Self {
-        HashEdgeCache { edge_map: vec![] }
-    }
-}
-
-impl<Id: IdType> EdgeCache<Id> for HashEdgeCache<Id> {
-    fn get_mut(&mut self, src: Id, dst: Id) -> PropertyResult<&mut JsonValue> {
-        if self.edge_map.len() > src.id() {
-            if let Some(value) = self.edge_map.get_mut(src.id()).unwrap().get_mut(&dst) {
-                Ok(value)
-            } else {
-                Err(PropertyError::EdgeNotFoundError)
-            }
-        } else {
-            Err(PropertyError::EdgeNotFoundError)
-        }
-    }
-}
diff --git a/src/property/filter/lru_cache.rs b/src/property/filter/lru_cache.rs
deleted file mode 100644
index 3706f885..00000000
--- a/src/property/filter/lru_cache.rs
+++ /dev/null
@@ -1,336 +0,0 @@
-#![cfg_attr(feature = "nightly", feature(alloc))]
-
-extern crate hashbrown;
-#[cfg(test)]
-extern crate scoped_threadpool;
-
-use hashbrown::hash_map::DefaultHashBuilder;
-use hashbrown::HashMap;
-use std::boxed::Box;
-use std::hash::{BuildHasher, Hash, Hasher};
-use std::iter::FusedIterator;
-use std::marker::PhantomData;
-use std::mem;
-use std::ptr;
-use std::usize;
-
-// Struct used to hold a reference to a key
-struct KeyRef<K> {
-    k: *const K,
-}
-
-impl<K: Hash> Hash for KeyRef<K> {
-    fn hash<H: Hasher>(&self, state: &mut H) {
-        unsafe { (*self.k).hash(state) }
-    }
-}
-
-impl<K: PartialEq> PartialEq for KeyRef<K> {
-    fn eq(&self, other: &KeyRef<K>) -> bool {
-        unsafe { (*self.k).eq(&*other.k) }
-    }
-}
-
-impl<K: Eq> Eq for KeyRef<K> {}
-
-// Struct used to hold a key value pair. Also contains references to previous and next entries
-// so we can maintain the entries in a linked list ordered by their use.
-struct LruEntry<K> {
-    key: K,
-    prev: *mut LruEntry<K>,
-    next: *mut LruEntry<K>,
-}
-
-impl<K> LruEntry<K> {
-    fn new(key: K) -> Self {
-        LruEntry {
-            key,
-            prev: ptr::null_mut(),
-            next: ptr::null_mut(),
-        }
-    }
-}
-
-/// An LRU Cache
-pub struct LruCache<K, S = DefaultHashBuilder> {
-    map: HashMap<KeyRef<K>, Box<LruEntry<K>>, S>,
-    cap: usize,
-
-    // head and tail are sigil nodes to faciliate inserting entries
-    head: *mut LruEntry<K>,
-    tail: *mut LruEntry<K>,
-}
-
-impl<K: Hash + Eq> LruCache<K> {
-    pub fn new(cap: usize) -> LruCache<K> {
-        LruCache::construct(cap, HashMap::with_capacity(cap))
-    }
-
-    pub fn unbounded() -> LruCache<K> {
-        LruCache::construct(usize::MAX, HashMap::default())
-    }
-}
-
-impl<K: Hash + Eq, S: BuildHasher> LruCache<K, S> {
-    pub fn with_hasher(cap: usize, hash_builder: S) -> LruCache<K, S> {
-        LruCache::construct(cap, HashMap::with_capacity_and_hasher(cap, hash_builder))
-    }
-
-    /// Creates a new LRU Cache with the given capacity.
-    fn construct(cap: usize, map: HashMap<KeyRef<K>, Box<LruEntry<K>>, S>) -> LruCache<K, S> {
-        // NB: The compiler warns that cache does not need to be marked as mutable if we
-        // declare it as such since we only mutate it inside the unsafe block.
-        let cache = LruCache {
-            map,
-            cap,
-            head: unsafe { Box::into_raw(Box::new(mem::uninitialized::<LruEntry<K>>())) },
-            tail: unsafe { Box::into_raw(Box::new(mem::uninitialized::<LruEntry<K>>())) },
-        };
-
-        unsafe {
-            (*cache.head).next = cache.tail;
-            (*cache.tail).prev = cache.head;
-        }
-
-        cache
-    }
-
-    pub fn put(&mut self, k: K) {
-        let node_ptr = self.map.get_mut(&KeyRef { k: &k }).map(|node| {
-            let node_ptr: *mut LruEntry<K> = &mut **node;
-            node_ptr
-        });
-
-        match node_ptr {
-            Some(node_ptr) => {
-                self.detach(node_ptr);
-                self.attach(node_ptr);
-            }
-            None => {
-                let mut node = if self.len() == self.cap() {
-                    // if the cache is full, remove the last entry so we can use it for the new key
-                    let old_key = KeyRef {
-                        k: unsafe { &(*(*self.tail).prev).key },
-                    };
-                    let mut old_node = self.map.remove(&old_key).unwrap();
-
-                    old_node.key = k;
-
-                    let node_ptr: *mut LruEntry<K> = &mut *old_node;
-                    self.detach(node_ptr);
-
-                    old_node
-                } else {
-                    // if the cache is not full allocate a new LruEntry
-                    Box::new(LruEntry::new(k))
-                };
-
-                let node_ptr: *mut LruEntry<K> = &mut *node;
-                self.attach(node_ptr);
-
-                let keyref = unsafe { &(*node_ptr).key };
-                self.map.insert(KeyRef { k: keyref }, node);
-            }
-        }
-    }
-
-    pub fn contains(&self, k: &K) -> bool {
-        let key = KeyRef { k };
-        self.map.contains_key(&key)
-    }
-
-    pub fn pop_lru(&mut self) -> Option<(K)> {
-        let node = self.remove_last()?;
-        // N.B.: Can't destructure directly because of https://github.com/rust-lang/rust/issues/28536
-        let node = *node;
-        let LruEntry { key, .. } = node;
-        Some(key)
-    }
-
-    pub fn len(&self) -> usize {
-        self.map.len()
-    }
-
-    pub fn is_empty(&self) -> bool {
-        self.map.len() == 0
-    }
-
-    pub fn cap(&self) -> usize {
-        self.cap
-    }
-
-    pub fn is_full(&self) -> bool {
-        self.cap() == self.len()
-    }
-
-    pub fn resize(&mut self, cap: usize) {
-        // return early if capacity doesn't change
-        if cap == self.cap {
-            return;
-        }
-
-        while self.map.len() > cap {
-            self.remove_last();
-        }
-        self.map.shrink_to_fit();
-
-        self.cap = cap;
-    }
-
-    pub fn clear(&mut self) {
-        loop {
-            match self.remove_last() {
-                Some(_) => (),
-                None => break,
-            }
-        }
-    }
-
-    pub fn iter<'a>(&'a self) -> Iter<'a, K> {
-        Iter {
-            len: self.len(),
-            ptr: unsafe { (*self.head).next },
-            end: unsafe { (*self.tail).prev },
-            phantom: PhantomData,
-        }
-    }
-
-    fn remove_last(&mut self) -> Option<Box<LruEntry<K>>> {
-        let prev;
-        unsafe { prev = (*self.tail).prev }
-        if prev != self.head {
-            let old_key = KeyRef {
-                k: unsafe { &(*(*self.tail).prev).key },
-            };
-            let mut old_node = self.map.remove(&old_key).unwrap();
-            let node_ptr: *mut LruEntry<K> = &mut *old_node;
-            self.detach(node_ptr);
-            Some(old_node)
-        } else {
-            None
-        }
-    }
-
-    fn detach(&mut self, node: *mut LruEntry<K>) {
-        unsafe {
-            (*(*node).prev).next = (*node).next;
-            (*(*node).next).prev = (*node).prev;
-        }
-    }
-
-    fn attach(&mut self, node: *mut LruEntry<K>) {
-        unsafe {
-            (*node).next = (*self.head).next;
-            (*node).prev = self.head;
-            (*self.head).next = node;
-            (*(*node).next).prev = node;
-        }
-    }
-}
-
-impl<K, S> Drop for LruCache<K, S> {
-    fn drop(&mut self) {
-        // Prevent compiler from trying to drop the un-initialized fields key and val in head
-        // and tail
-        unsafe {
-            let head = *Box::from_raw(self.head);
-            let tail = *Box::from_raw(self.tail);
-
-            let LruEntry { key: head_key, .. } = head;
-            let LruEntry { key: tail_key, .. } = tail;
-
-            mem::forget(head_key);
-            mem::forget(tail_key);
-        }
-    }
-}
-
-impl<'a, K: Hash + Eq, S: BuildHasher> IntoIterator for &'a LruCache<K, S> {
-    type Item = (&'a K);
-    type IntoIter = Iter<'a, K>;
-
-    fn into_iter(self) -> Iter<'a, K> {
-        self.iter()
-    }
-}
-
-// The compiler does not automatically derive Send and Sync for LruCache because it contains
-// raw pointers. The raw pointers are safely encapsulated by LruCache though so we can
-// implement Send and Sync for it below.
-unsafe impl<K: Send, V: Send> Send for LruCache<K, V> {}
-unsafe impl<K: Sync, V: Sync> Sync for LruCache<K, V> {}
-
-/// An iterator over the entries of a `LruCache`.
-///
-/// This `struct` is created by the [`iter`] method on [`LruCache`][`LruCache`]. See its
-/// documentation for more.
-///
-/// [`iter`]: struct.LruCache.html#method.iter
-/// [`LruCache`]: struct.LruCache.html
-pub struct Iter<'a, K: 'a> {
-    len: usize,
-
-    ptr: *const LruEntry<K>,
-    end: *const LruEntry<K>,
-
-    phantom: PhantomData<&'a K>,
-}
-
-impl<'a, K> Iterator for Iter<'a, K> {
-    type Item = (&'a K);
-
-    fn next(&mut self) -> Option<(&'a K)> {
-        if self.len == 0 {
-            return None;
-        }
-
-        let key = unsafe { &(*self.ptr).key };
-
-        self.len -= 1;
-        self.ptr = unsafe { (*self.ptr).next };
-
-        Some(key)
-    }
-
-    fn size_hint(&self) -> (usize, Option<usize>) {
-        (self.len, Some(self.len))
-    }
-
-    fn count(self) -> usize {
-        self.len
-    }
-}
-
-impl<'a, K> DoubleEndedIterator for Iter<'a, K> {
-    fn next_back(&mut self) -> Option<(&'a K)> {
-        if self.len == 0 {
-            return None;
-        }
-
-        let key = unsafe { &(*self.end).key };
-
-        self.len -= 1;
-        self.end = unsafe { (*self.end).prev };
-
-        Some(key)
-    }
-}
-
-impl<'a, K> ExactSizeIterator for Iter<'a, K> {}
-impl<'a, K> FusedIterator for Iter<'a, K> {}
-
-impl<'a, K> Clone for Iter<'a, K> {
-    fn clone(&self) -> Iter<'a, K> {
-        Iter {
-            len: self.len,
-            ptr: self.ptr,
-            end: self.end,
-            phantom: PhantomData,
-        }
-    }
-}
-
-// The compiler does not automatically derive Send and Sync for Iter because it contains
-// raw pointers.
-unsafe impl<'a, K: Send> Send for Iter<'a, K> {}
-unsafe impl<'a, K: Sync> Sync for Iter<'a, K> {}
diff --git a/src/property/filter/lru_property_cache.rs b/src/property/filter/lru_property_cache.rs
deleted file mode 100644
index eb601680..00000000
--- a/src/property/filter/lru_property_cache.rs
+++ /dev/null
@@ -1,142 +0,0 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-use generic::IdType;
-use hashbrown::HashMap;
-use property::filter::{EdgeCache, NodeCache, PropertyResult};
-use property::PropertyError;
-
-use lru::LruCache;
-use serde_json::json;
-use serde_json::Value as JsonValue;
-
-pub struct LruNodeCache {
-    node_map: Vec<JsonValue>,
-    lru_indices: LruCache<usize, usize>,
-}
-
-impl LruNodeCache {
-    pub fn new(capacity: usize) -> Self {
-        LruNodeCache {
-            node_map: Vec::with_capacity(capacity),
-            lru_indices: LruCache::new(capacity),
-        }
-    }
-
-    pub fn resize(&mut self, capacity: usize) {
-        if capacity < self.lru_indices.cap() {
-            self.lru_indices = LruCache::new(capacity);
-            self.node_map = Vec::with_capacity(capacity);
-        } else {
-            let current_len = self.node_map.len().clone();
-            self.lru_indices.resize(capacity);
-            self.node_map.reserve_exact(capacity - current_len)
-        }
-    }
-}
-
-impl Default for LruNodeCache {
-    fn default() -> Self {
-        LruNodeCache {
-            node_map: vec![],
-            lru_indices: LruCache::new(0usize),
-        }
-    }
-}
-
-impl<Id: IdType> NodeCache<Id> for LruNodeCache {
-    fn get_mut(&mut self, id: Id) -> PropertyResult<&mut JsonValue> {
-        if !self.lru_indices.contains(&id.id()) {
-            let index;
-            if self.lru_indices.cap() == self.lru_indices.len() {
-                index = self.lru_indices.pop_lru().unwrap().1;
-                self.node_map[index] = json!(null);
-                self.lru_indices.put(id.id(), index);
-            } else {
-                index = self.node_map.len();
-                self.node_map.push(json!(null));
-                self.lru_indices.put(id.id(), index);
-            }
-            if let Some(result) = self.node_map.get_mut(index) {
-                Ok(result)
-            } else {
-                Err(PropertyError::LruZeroCapacity)
-            }
-        } else {
-            Ok(self
-                .node_map
-                .get_mut(*self.lru_indices.get_mut(&id.id()).unwrap())
-                .unwrap())
-        }
-    }
-}
-
-pub struct LruEdgeCache<Id: IdType> {
-    edge_map: HashMap<Id, HashMap<Id, JsonValue>>,
-    lru_indices: LruCache<(Id, Id), Id>,
-}
-
-impl<Id: IdType> LruEdgeCache<Id> {
-    pub fn new(capacity: usize) -> Self {
-        LruEdgeCache {
-            edge_map: HashMap::new(),
-            lru_indices: LruCache::new(capacity),
-        }
-    }
-
-    pub fn resize(&mut self, capacity: usize) {
-        if capacity < self.lru_indices.cap() {
-            self.lru_indices = LruCache::new(capacity);
-            self.edge_map = HashMap::new();
-        } else {
-            self.lru_indices.resize(capacity);
-        }
-    }
-}
-
-impl<Id: IdType> Default for LruEdgeCache<Id> {
-    fn default() -> Self {
-        LruEdgeCache {
-            edge_map: HashMap::new(),
-            lru_indices: LruCache::new(0usize),
-        }
-    }
-}
-
-impl<Id: IdType> EdgeCache<Id> for LruEdgeCache<Id> {
-    fn get_mut(&mut self, src: Id, dst: Id) -> PropertyResult<&mut JsonValue> {
-        if !self.lru_indices.contains(&(src, dst)) {
-            if self.lru_indices.cap() == self.lru_indices.len() {
-                let (old_src, old_dst) = self.lru_indices.pop_lru().unwrap().0;
-                self.edge_map.get_mut(&old_src).unwrap().remove(&old_dst);
-                if self.edge_map.get(&old_src).unwrap().len() == 0 {
-                    self.edge_map.remove(&old_src);
-                }
-            }
-            let property_entry = self.edge_map.entry(src).or_insert(HashMap::new());
-            self.lru_indices.put((src, dst), src);
-            property_entry.insert(dst, json!(null));
-            Ok(property_entry.get_mut(&dst).unwrap())
-        } else {
-            self.lru_indices.get_mut(&(src, dst));
-            Ok(self.edge_map.get_mut(&src).unwrap().get_mut(&dst).unwrap())
-        }
-    }
-}
diff --git a/src/property/filter/mod.rs b/src/property/filter/mod.rs
deleted file mode 100644
index 20f72f5c..00000000
--- a/src/property/filter/mod.rs
+++ /dev/null
@@ -1,95 +0,0 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-
-// 1. Change to refcell
-// 2. Add error types
-// 3. Change cache to store json object (all attributes)
-// 4. Add comments
-// 5. exp ma ager prefetch
-
-// 1. edge p f/ n p f
-// 2. possible errors listed
-
-pub mod arithmetic_expression;
-pub mod edge_property_filter;
-pub mod expression_operator;
-pub mod hash_property_cache;
-pub mod lru_cache;
-pub mod lru_property_cache;
-pub mod node_property_filter;
-pub mod predicate_expression;
-pub mod property_cache;
-pub mod value_expression;
-
-use generic::IdType;
-use serde_json::json;
-use serde_json::Value as JsonValue;
-use std::borrow::Cow;
-
-use property::PropertyError;
-
-pub use property::filter::arithmetic_expression::ArithmeticExpression;
-pub use property::filter::edge_property_filter::filter_edge;
-pub use property::filter::expression_operator::{ArithmeticOperator, PredicateOperator};
-pub use property::filter::hash_property_cache::{HashEdgeCache, HashNodeCache};
-pub use property::filter::node_property_filter::filter_node;
-pub use property::filter::predicate_expression::PredicateExpression;
-pub use property::filter::property_cache::PropertyCache;
-pub use property::filter::value_expression::{Const, Var};
-//pub use property::filter::lru_cache::LruCache;
-pub use property::filter::lru_property_cache::{LruEdgeCache, LruNodeCache};
-
-pub type PropertyResult<T> = Result<T, PropertyError>;
-
-pub fn empty_expression() -> Box<Expression> {
-    Box::new(Const::new(json!(true)))
-}
-
-pub trait Expression {
-    // Get the result of expression as a Json Value.
-    fn get_value<'a>(&'a self, var: &'a JsonValue) -> PropertyResult<Cow<'a, JsonValue>>;
-
-    fn box_clone(&self) -> Box<Expression>;
-
-    fn is_empty(&self) -> bool;
-}
-
-impl Clone for Box<Expression> {
-    fn clone(&self) -> Box<Expression> {
-        self.box_clone()
-    }
-}
-
-impl PartialEq for Box<Expression> {
-    fn eq(&self, _other: &Box<Expression>) -> bool {
-        true
-    }
-}
-
-impl Eq for Box<Expression> {}
-
-pub trait NodeCache<Id: IdType> {
-    fn get_mut(&mut self, id: Id) -> PropertyResult<&mut JsonValue>;
-}
-
-pub trait EdgeCache<Id: IdType> {
-    fn get_mut(&mut self, src: Id, dst: Id) -> PropertyResult<&mut JsonValue>;
-}
diff --git a/src/property/filter/node_property_filter.rs b/src/property/filter/node_property_filter.rs
deleted file mode 100644
index 1de00b89..00000000
--- a/src/property/filter/node_property_filter.rs
+++ /dev/null
@@ -1,68 +0,0 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-
-use generic::IdType;
-use property::filter::{EdgeCache, Expression, NodeCache, PropertyResult};
-use property::{PropertyCache, PropertyError, PropertyGraph};
-
-pub fn filter_node<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>(
-    id: Id,
-    property_cache: &mut PropertyCache<Id, PG, NC, EC>,
-    expression: &Expression,
-) -> bool {
-    if property_cache.is_disabled() || property_cache.is_node_disabled() {
-        true
-    } else {
-        let result = get_node_filter_result(id, property_cache, expression);
-        if result.is_err() {
-            debug!("node {:?} has error {:?}", id, result.err().unwrap());
-            false
-        } else {
-            result.unwrap()
-        }
-    }
-}
-
-pub fn get_node_filter_result<
-    Id: IdType,
-    PG: PropertyGraph<Id>,
-    NC: NodeCache<Id>,
-    EC: EdgeCache<Id>,
->(
-    id: Id,
-    property_cache: &mut PropertyCache<Id, PG, NC, EC>,
-    expression: &Expression,
-) -> PropertyResult<bool> {
-    if expression.is_empty() {
-        Ok(true)
-    } else {
-        let var = property_cache
-            .get_node_property(id)
-            .expect(format!("Node {:?} is not found.", id).as_str());
-        let result_cow = expression.get_value(var)?;
-        let result = result_cow.as_ref();
-
-        match result.as_bool() {
-            Some(x) => Ok(x),
-            None => Err(PropertyError::BooleanExpressionError),
-        }
-    }
-}
diff --git a/src/property/filter/predicate_expression.rs b/src/property/filter/predicate_expression.rs
deleted file mode 100644
index f649c4a8..00000000
--- a/src/property/filter/predicate_expression.rs
+++ /dev/null
@@ -1,93 +0,0 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-use property::filter::expression_operator::*;
-use property::filter::{Expression, PropertyResult};
-use std::borrow::Cow;
-
-use serde_json::Value as JsonValue;
-
-pub struct PredicateExpression {
-    // expression on the LHS of operator
-    left: Box<Expression>,
-    // expression on the RHS of operator
-    right: Box<Expression>,
-    // operator used in predicator
-    operator: PredicateOperator,
-}
-
-impl PredicateExpression {
-    pub fn new(left: Box<Expression>, right: Box<Expression>, operator: PredicateOperator) -> Self {
-        PredicateExpression {
-            left,
-            right,
-            operator,
-        }
-    }
-}
-
-impl Expression for PredicateExpression {
-    // Return the resulting value of expression.
-    // Firstly get the values of expressions on both sides.
-    // Then calculate the result based on operator.
-    fn get_value<'a>(&'a self, var: &'a JsonValue) -> PropertyResult<Cow<'a, JsonValue>> {
-        // Get values of left and right expressions.
-        let exp1_cow = self.left.get_value(&var)?;
-        let exp2_cow = self.right.get_value(&var)?;
-        let exp1 = exp1_cow.as_ref();
-        let exp2 = exp2_cow.as_ref();
-
-        // Perform operator on left and right values.
-        let result = match self.operator {
-            // Logical
-            PredicateOperator::AND => and(exp1, exp2),
-            PredicateOperator::OR => or(exp1, exp2),
-
-            // Numeric Comparison
-            PredicateOperator::LessThan => less_than(exp1, exp2),
-            PredicateOperator::LessEqual => less_equal(exp1, exp2),
-            PredicateOperator::GreaterThan => greater_than(exp1, exp2),
-            PredicateOperator::GreaterEqual => greater_equal(exp1, exp2),
-            PredicateOperator::Equal => equal(exp1, exp2),
-            PredicateOperator::NotEqual => not_equal(exp1, exp2),
-
-            // String Comparison
-            PredicateOperator::Contains => contains(exp1, exp2),
-            PredicateOperator::StartsWith => starts_with(exp1, exp2),
-            PredicateOperator::EndsWith => ends_with(exp1, exp2),
-            PredicateOperator::Range => range(exp1, exp2),
-
-            // Temporary place holder
-            _ => ends_with(exp1, exp2),
-        }?;
-        Ok(Cow::Owned(result))
-    }
-
-    fn box_clone(&self) -> Box<Expression> {
-        Box::new(PredicateExpression::new(
-            self.left.clone(),
-            self.right.clone(),
-            self.operator.clone(),
-        ))
-    }
-    fn is_empty(&self) -> bool {
-        false
-    }
-}
diff --git a/src/property/filter/property_cache.rs b/src/property/filter/property_cache.rs
deleted file mode 100644
index 8254cf9f..00000000
--- a/src/property/filter/property_cache.rs
+++ /dev/null
@@ -1,243 +0,0 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-use std::marker::PhantomData;
-use std::sync::Arc;
-
-use generic::{DefaultId, IdType};
-use property::filter::{EdgeCache, LruEdgeCache, LruNodeCache, NodeCache, PropertyResult};
-use property::{PropertyError, PropertyGraph, RocksProperty};
-
-use serde_json::json;
-use serde_json::Value as JsonValue;
-use std::marker::{Send, Sync};
-use std::mem::swap;
-
-pub struct PropertyCache<
-    Id: IdType = DefaultId,
-    PG: PropertyGraph<Id> = RocksProperty,
-    NC: NodeCache<Id> = LruNodeCache,
-    EC: EdgeCache<Id> = LruEdgeCache<Id>,
-> {
-    property_graph: Option<Arc<PG>>,
-    node_cache: NC,
-    edge_cache: EC,
-    phantom: PhantomData<Id>,
-    node_disabled: bool,
-    edge_disabled: bool,
-}
-
-unsafe impl Sync for PropertyCache {}
-
-unsafe impl Send for PropertyCache {}
-
-impl<Id: IdType, PG: PropertyGraph<Id>> PropertyCache<Id, PG> {
-    pub fn new(
-        property_graph: Option<Arc<PG>>,
-        capacity: usize,
-        node_disabled: bool,
-        edge_disabled: bool,
-    ) -> Self {
-        PropertyCache {
-            property_graph,
-            node_cache: if node_disabled {
-                LruNodeCache::default()
-            } else {
-                LruNodeCache::new(capacity)
-            },
-            edge_cache: if edge_disabled {
-                LruEdgeCache::default()
-            } else {
-                LruEdgeCache::new(capacity)
-            },
-            phantom: PhantomData,
-            node_disabled,
-            edge_disabled,
-        }
-    }
-
-    pub fn resize(&mut self, capacity: usize) {
-        self.node_cache.resize(capacity);
-        self.edge_cache.resize(capacity);
-    }
-}
-
-impl<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>
-    PropertyCache<Id, PG, NC, EC>
-{
-    pub fn pre_fetch<NI: IntoIterator<Item = Id>, EI: IntoIterator<Item = (Id, Id)>>(
-        &mut self,
-        nodes: NI,
-        edges: EI,
-    ) -> PropertyResult<()> {
-        if self.is_disabled() {
-            panic!("Property Graph Disabled.")
-        }
-        let mut_node_cache = &mut self.node_cache;
-        let mut_edge_cache = &mut self.edge_cache;
-        let property_graph = self.property_graph.clone().unwrap();
-        let node_disabled = self.node_disabled;
-        let edge_disabled = self.edge_disabled;
-
-        if !node_disabled {
-            for node in nodes.into_iter() {
-                let mut value = json!(null);
-                if let Some(result) = property_graph.get_node_property_all(node)? {
-                    value = result;
-                }
-                *mut_node_cache.get_mut(node)? = value;
-            }
-        }
-
-        if !edge_disabled {
-            for edge in edges.into_iter() {
-                let (mut src, mut dst) = edge;
-                let mut value = json!(null);
-                if let Some(result) = property_graph.get_edge_property_all(src, dst)? {
-                    value = result;
-                }
-                if src > dst {
-                    swap(&mut src, &mut dst);
-                }
-                *mut_edge_cache.get_mut(src, dst)? = value;
-            }
-        }
-
-        Ok(())
-    }
-
-    pub fn get_node_property(&mut self, id: Id) -> PropertyResult<&JsonValue> {
-        if self.is_disabled() {
-            panic!("Property Graph Disabled.")
-        }
-        let property_graph = self.property_graph.clone().unwrap();
-        let value = self.node_cache.get_mut(id)?;
-
-        if *value == json!(null) {
-            if let Some(result) = property_graph.get_node_property_all(id)? {
-                *value = result;
-                Ok(value)
-            } else {
-                Err(PropertyError::NodeNotFoundError)
-            }
-        } else {
-            Ok(value)
-        }
-    }
-
-    pub fn get_edge_property(&mut self, mut src: Id, mut dst: Id) -> PropertyResult<&JsonValue> {
-        if self.is_disabled() {
-            panic!("Property Graph Disabled.")
-        }
-        if src > dst {
-            swap(&mut src, &mut dst);
-        }
-
-        let property_graph = self.property_graph.clone().unwrap();
-        let value = self.edge_cache.get_mut(src, dst)?;
-
-        if *value == json!(null) {
-            if let Some(result) = property_graph.get_edge_property_all(src, dst)? {
-                *value = result;
-                Ok(value)
-            } else {
-                Err(PropertyError::EdgeNotFoundError)
-            }
-        } else {
-            Ok(value)
-        }
-    }
-
-    pub fn is_disabled(&self) -> bool {
-        self.property_graph.is_none()
-    }
-
-    pub fn is_node_disabled(&self) -> bool {
-        self.node_disabled
-    }
-
-    pub fn is_edge_disabled(&self) -> bool {
-        self.edge_disabled
-    }
-}
-
-#[cfg(test)]
-mod test {
-    extern crate tempdir;
-
-    use super::*;
-    use property::RocksProperty as DefaultProperty;
-    use serde_json::json;
-    use std::collections::HashMap;
-
-    #[test]
-    fn test_node_edge_property() {
-        let mut node_property = HashMap::new();
-        let mut edge_property = HashMap::new();
-
-        node_property.insert(5u32, json!({"age": 5}));
-        node_property.insert(1, json!({"age": 10}));
-        node_property.insert(2, json!({"age": 15}));
-        edge_property.insert((5u32, 1u32), json!({"length": 7}));
-        edge_property.insert((1, 2), json!({"length": 8}));
-        edge_property.insert((2, 5), json!({"length": 9}));
-
-        let node = tempdir::TempDir::new("node").unwrap();
-        let edge = tempdir::TempDir::new("edge").unwrap();
-
-        let node_path = node.path();
-        let edge_path = edge.path();
-
-        let graph = DefaultProperty::with_data(
-            node_path,
-            edge_path,
-            node_property.clone().into_iter(),
-            edge_property.clone().into_iter(),
-            true,
-        )
-        .unwrap();
-
-        let mut property_cache = PropertyCache::new(Some(Arc::new(graph)), 6, false, false);
-        property_cache
-            .pre_fetch(
-                vec![5u32, 1u32, 2u32].into_iter(),
-                vec![(5u32, 1u32), (1u32, 2u32), (2u32, 5u32)].into_iter(),
-            )
-            .unwrap();
-        for (key, value) in node_property.into_iter() {
-            assert!(property_cache.get_node_property(key).is_ok());
-            assert_eq!(*property_cache.get_node_property(key).unwrap(), value);
-        }
-        for (key, value) in edge_property.into_iter() {
-            assert!(property_cache.get_edge_property(key.0, key.1).is_ok());
-            assert_eq!(
-                *property_cache.get_edge_property(key.0, key.1).unwrap(),
-                value
-            );
-        }
-    }
-
-    #[test]
-    fn test_new_disabled_property_cache() {
-        let property_cache: PropertyCache<u32, DefaultProperty> =
-            PropertyCache::new(None, 10, false, false);
-        assert_eq!(property_cache.is_disabled(), true);
-    }
-}
diff --git a/src/property/filter/value_expression.rs b/src/property/filter/value_expression.rs
deleted file mode 100644
index 78314bd7..00000000
--- a/src/property/filter/value_expression.rs
+++ /dev/null
@@ -1,83 +0,0 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-use property::filter::{Expression, PropertyResult};
-use property::PropertyError;
-use std::borrow::Cow;
-
-use serde_json::json;
-use serde_json::Value as JsonValue;
-
-pub struct Var {
-    // queried attribute
-    attribute: String,
-}
-
-impl Var {
-    pub fn new(attribute: String) -> Self {
-        Var { attribute }
-    }
-}
-
-impl Expression for Var {
-    // Get value of queried attribute of node
-    fn get_value<'a>(&'a self, var: &'a JsonValue) -> PropertyResult<Cow<'a, JsonValue>> {
-        let result_option = var.get(&self.attribute);
-        if let Some(result) = result_option {
-            Ok(Cow::Borrowed(result))
-        } else {
-            Err(PropertyError::JsonObjectFieldError)
-        }
-    }
-
-    fn box_clone(&self) -> Box<Expression> {
-        Box::new(Var::new(self.attribute.clone()))
-    }
-
-    fn is_empty(&self) -> bool {
-        false
-    }
-}
-
-pub struct Const {
-    // value of constant defined in query
-    value: JsonValue,
-}
-
-impl Const {
-    pub fn new(value: JsonValue) -> Self {
-        Const { value }
-    }
-}
-
-impl Expression for Const {
-    // get the value of constant
-    fn get_value<'a>(&'a self, _var: &'a JsonValue) -> PropertyResult<Cow<'a, JsonValue>> {
-        Ok(Cow::Borrowed(&self.value))
-    }
-
-    fn box_clone(&self) -> Box<Expression> {
-        Box::new(Const::new(self.value.clone()))
-    }
-
-    fn is_empty(&self) -> bool {
-        self.value == json!(true)
-    }
-}
diff --git a/src/property/mod.rs b/src/property/mod.rs
index 20e1e0e6..cc173370 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -20,19 +20,11 @@
  */
 pub mod cached_property;
 pub mod fake_property;
-pub mod filter;
-pub mod property_parser;
-pub mod result_parser;
 pub mod rocks_property;
 //pub mod sled_property;
 
 pub use property::cached_property::CachedProperty;
 pub use property::fake_property::FakeProperty;
-pub use property::filter::PropertyCache;
-pub use property::property_parser::parse_property;
-pub use property::property_parser::parse_property_tree;
-pub use property::property_parser::ExpressionCache;
-pub use property::result_parser::{parse_result_blueprint, NodeElement, ResultBlueprint};
 pub use property::rocks_property::RocksProperty;
 //pub use property::sled_property::SledProperty;
 
diff --git a/src/property/property_parser.rs b/src/property/property_parser.rs
deleted file mode 100644
index ed69766a..00000000
--- a/src/property/property_parser.rs
+++ /dev/null
@@ -1,352 +0,0 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-
-use property::filter::{
-    empty_expression, ArithmeticExpression, ArithmeticOperator, Const, Expression,
-    PredicateExpression, PredicateOperator, PropertyResult, Var,
-};
-use property::PropertyError;
-use regex::Regex;
-use serde_json::json;
-use serde_json::Value as JsonValue;
-use std::collections::{HashMap, HashSet};
-use std::marker::{Send, Sync};
-
-#[derive(Clone)]
-pub struct ExpressionCache {
-    node_expressions: HashMap<usize, Box<Expression>>,
-    edge_expressions: HashMap<(usize, usize), Box<Expression>>,
-}
-
-impl ExpressionCache {
-    pub fn new(
-        node_expressions: HashMap<usize, Box<Expression>>,
-        edge_expressions: HashMap<(usize, usize), Box<Expression>>,
-    ) -> Self {
-        ExpressionCache {
-            node_expressions,
-            edge_expressions,
-        }
-    }
-
-    pub fn get_node_exp(&self, id: usize) -> Option<Box<Expression>> {
-        if self.node_expressions.contains_key(&id) {
-            Some(self.node_expressions[&id].box_clone())
-        } else {
-            Some(empty_expression())
-        }
-    }
-
-    pub fn get_edge_exp(&self, src: usize, dst: usize) -> Option<Box<Expression>> {
-        if self.edge_expressions.contains_key(&(src, dst)) {
-            Some(self.edge_expressions[&(src, dst)].box_clone())
-        } else {
-            debug!("Edge {:?} not found. No filter provided.", (src, dst));
-            Some(empty_expression())
-        }
-    }
-
-    pub fn is_disabled(&self) -> bool {
-        self.node_expressions.is_empty() && self.edge_expressions.is_empty()
-    }
-}
-
-unsafe impl Sync for ExpressionCache {}
-unsafe impl Send for ExpressionCache {}
-
-pub fn parse_property_tree(_cypher_tree: Vec<String>) -> ExpressionCache {
-    // edge_id = (src_id + 1) * count("node pattern") + (dst_id)
-    if _cypher_tree.is_empty() {
-        panic!("The given cypher tree is empty");
-    }
-    let mut cypher_tree: Vec<String> = vec![];
-    for line in &_cypher_tree {
-        if line.contains("> > RETURN") {
-            break;
-        }
-        cypher_tree.push(line.clone());
-    }
-
-    let all_property = parse_property(cypher_tree.iter().map(|s| &**s).collect());
-    let directed = is_directed(cypher_tree.iter().map(|s| &**s).collect());
-
-    let mut node_property = HashMap::new();
-    let mut edge_property = HashMap::new();
-    if !all_property.is_empty() {
-        let mut node_count = 0usize;
-        for line in cypher_tree {
-            if line.contains("node pattern") {
-                node_count += 1;
-            }
-        }
-
-        for key in all_property.keys() {
-            let id: usize = key.parse::<usize>().unwrap();
-            if id < node_count {
-                node_property.insert(id, all_property[key].clone());
-            } else {
-                let dst = id % node_count;
-                let src = (id - dst) / node_count - 1;
-                if directed || src < dst {
-                    edge_property.insert((src, dst), all_property[key].clone());
-                } else {
-                    edge_property.insert((dst, src), all_property[key].clone());
-                }
-            }
-        }
-    }
-
-    trace!("Node keys: {:?}", node_property.keys());
-    trace!("Edge keys: {:?}", edge_property.keys());
-
-    ExpressionCache::new(node_property, edge_property)
-}
-
-fn is_directed(cypher_tree: Vec<&str>) -> bool {
-    for i in cypher_tree.clone() {
-        if i.contains("->") || i.contains("<-") {
-            return true;
-        }
-    }
-    false
-}
-
-pub fn parse_property(cypher_tree: Vec<&str>) -> HashMap<String, Box<Expression>> {
-    let mut root: usize = cypher_tree.len();
-    let mut count: usize = 0;
-    let mut result = HashMap::new();
-    let mut found = false;
-
-    for i in cypher_tree.clone() {
-        if i.contains("> binary operator") || i.contains("> comparison") {
-            root = count;
-            found = true;
-            break;
-        }
-        count += 1;
-    }
-
-    let var_list = get_all_vars(&cypher_tree);
-
-    let mut candidate_vars = HashSet::new();
-
-    for i in root..cypher_tree.len() - 1 {
-        let line: &str = cypher_tree[i];
-        if line.contains("identifier") {
-            let re = Regex::new(r"> identifier\s+`(?P<var_name>\w+)`").unwrap();
-            if let Some(caps) = re.captures(line) {
-                let var_name = &caps["var_name"];
-                candidate_vars.insert(var_name.to_string());
-            }
-        }
-    }
-
-    if !candidate_vars.is_empty() {
-        info!("Candidate vars: {:?}", candidate_vars);
-        for var in var_list {
-            if found && candidate_vars.contains(&var) {
-                let expression = match recursive_parser(&cypher_tree, root, var.as_str()) {
-                    Ok(exp) => exp,
-                    _ => empty_expression(),
-                };
-                result.insert(var.clone(), expression);
-            } else {
-                result.insert(var.clone(), empty_expression());
-            }
-        }
-    }
-
-    result
-}
-
-fn get_all_vars(cypher_tree: &[&str]) -> Vec<String> {
-    let mut result: Vec<String> = Vec::new();
-
-    for line in cypher_tree {
-        let re = Regex::new(r"> identifier\s+`(?P<var_name>\w+)`").unwrap();
-        if let Some(caps) = re.captures(line) {
-            let var_name = &caps["var_name"];
-            if result.contains(&var_name.to_owned()) {
-                continue;
-            }
-            result.push(var_name.to_owned());
-        }
-    }
-
-    result
-}
-
-pub fn recursive_parser(
-    cypher_tree: &[&str],
-    index: usize,
-    var: &str,
-) -> PropertyResult<Box<Expression>> {
-    if let Some(result) = match_val(cypher_tree, index, var)? {
-        return Ok(result);
-    } else if let Some(result) = match_var(cypher_tree, index, var)? {
-        return Ok(result);
-    } else if let Some(result) = match_operator(cypher_tree, index, var)? {
-        return Ok(result);
-    } else {
-        panic!("Invalid cypher tree: {:?}", cypher_tree[index]);
-    }
-}
-
-fn match_operator(
-    cypher_tree: &[&str],
-    index: usize,
-    var: &str,
-) -> PropertyResult<Option<Box<Expression>>> {
-    let syntax: &str = cypher_tree[index];
-    let re =
-        Regex::new(r">.+\s+@(?P<left_index>\w+) (?P<operator>\S+) @(?P<right_index>\w+)").unwrap();
-    if let Some(caps) = re.captures(syntax) {
-        let left_index: usize = caps["left_index"].parse::<usize>().unwrap();
-        let right_index: usize = caps["right_index"].parse::<usize>().unwrap();
-        let operator_name = &caps["operator"];
-
-        if vec!["AND", "OR", "<", "<=", ">", ">=", "=", "<>", "CONTAINS"].contains(&operator_name) {
-            let operator = match &caps["operator"] {
-                "AND" => PredicateOperator::AND,
-                "OR" => PredicateOperator::OR,
-                "<" => PredicateOperator::LessThan,
-                ">" => PredicateOperator::GreaterThan,
-                "<=" => PredicateOperator::LessEqual,
-                ">=" => PredicateOperator::GreaterEqual,
-                "=" => PredicateOperator::Equal,
-                "<>" => PredicateOperator::NotEqual,
-                "CONTAINS" => PredicateOperator::Contains,
-                _ => panic!("Unknown predicate operator"),
-            };
-            let left = recursive_parser(cypher_tree, left_index, var);
-            let right = recursive_parser(cypher_tree, right_index, var);
-            if left.is_err() || right.is_err() {
-                Ok(Some(empty_expression()))
-            } else {
-                Ok(Some(Box::new(PredicateExpression::new(
-                    left.unwrap(),
-                    right.unwrap(),
-                    operator,
-                ))))
-            }
-        } else {
-            let operator = match &caps["operator"] {
-                "+" => ArithmeticOperator::Add,
-                "-" => ArithmeticOperator::Subtract,
-                "*" => ArithmeticOperator::Multiply,
-                "/" => ArithmeticOperator::Divide,
-                "%" => ArithmeticOperator::Modulo,
-                "^" => ArithmeticOperator::Power,
-                _ => panic!("Unknown predicate operator"),
-            };
-            let left = recursive_parser(cypher_tree, left_index, var);
-            let right = recursive_parser(cypher_tree, right_index, var);
-            if left.is_err() || right.is_err() {
-                Err(PropertyError::CrossComparisonError)
-            } else {
-                Ok(Some(Box::new(ArithmeticExpression::new(
-                    left.unwrap(),
-                    right.unwrap(),
-                    operator,
-                ))))
-            }
-        }
-    } else {
-        Ok(None)
-    }
-}
-
-fn match_val(
-    cypher_tree: &[&str],
-    index: usize,
-    _var: &str,
-) -> PropertyResult<Option<Box<Expression>>> {
-    let syntax: &str = cypher_tree[index];
-    let re = Regex::new(r"> (?P<type_name>\w+)\W+?(?P<value>[\w.]+)").unwrap();
-    if let Some(caps) = re.captures(syntax) {
-        let type_name = &caps["type_name"];
-        let value = &caps["value"];
-
-        if type_name == "integer" {
-            Ok(Some(Box::new(Const::new(json!(value
-                .parse::<i32>()
-                .unwrap())))))
-        } else if type_name == "float" {
-            Ok(Some(Box::new(Const::new(json!(value
-                .parse::<f64>()
-                .unwrap())))))
-        } else if type_name == "string" {
-            Ok(Some(Box::new(Const::new(JsonValue::String(
-                value.to_string(),
-            )))))
-        } else {
-            Ok(None)
-        }
-    } else {
-        Ok(None)
-    }
-}
-
-fn match_var(
-    cypher_tree: &[&str],
-    index: usize,
-    var: &str,
-) -> PropertyResult<Option<Box<Expression>>> {
-    let syntax: &str = cypher_tree[index];
-    let re = Regex::new(r"> property\s+@(?P<var_index>\w+)\.@(?P<attribute_index>\w+)").unwrap();
-    if let Some(caps) = re.captures(syntax) {
-        let name = get_var_name(cypher_tree, index);
-        if name != var.to_string() {
-            return Err(PropertyError::CrossComparisonError);
-        }
-
-        let attribute_index: usize = caps["attribute_index"].parse::<usize>().unwrap();
-        let attribute_line = cypher_tree[attribute_index];
-        let re = Regex::new(r"> prop name\s+`(?P<attribute_name>\w+)`").unwrap();
-
-        if let Some(caps) = re.captures(attribute_line) {
-            let attribute_name = &caps["attribute_name"];
-            Ok(Some(Box::new(Var::new(attribute_name.to_string()))))
-        } else {
-            Ok(None)
-        }
-    } else {
-        Ok(None)
-    }
-}
-
-fn get_var_name(cypher_tree: &[&str], index: usize) -> String {
-    let syntax: &str = cypher_tree[index];
-    let re = Regex::new(r"> property\s+@(?P<var_index>\w+)\.@(?P<attribute_index>\w+)").unwrap();
-    if let Some(caps) = re.captures(syntax) {
-        let var_index: usize = caps["var_index"].parse::<usize>().unwrap();
-        let var_line = cypher_tree[var_index];
-        let re = Regex::new(r"> identifier\s+`(?P<var_name>\w+)`").unwrap();
-        if let Some(caps) = re.captures(var_line) {
-            let var_name = &caps["var_name"];
-            var_name.to_owned()
-        } else {
-            "".to_owned()
-        }
-    } else {
-        "".to_owned()
-    }
-}
diff --git a/src/property/result_parser.rs b/src/property/result_parser.rs
deleted file mode 100644
index 8f4e0977..00000000
--- a/src/property/result_parser.rs
+++ /dev/null
@@ -1,155 +0,0 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-
-use property::filter::{Expression, Var};
-use property::property_parser::recursive_parser;
-use regex::Regex;
-use std::marker::{Send, Sync};
-
-#[derive(Clone)]
-pub enum NodeElement {
-    Star(usize),
-    Exp(usize, Box<Expression>),
-    Count(usize),
-}
-
-unsafe impl Send for NodeElement {}
-
-unsafe impl Sync for NodeElement {}
-
-pub struct ResultBlueprint {
-    node_elements: Vec<NodeElement>,
-}
-
-impl Default for ResultBlueprint {
-    fn default() -> Self {
-        ResultBlueprint {
-            node_elements: vec![
-                NodeElement::Exp(0, Box::new(Var::new("name".to_owned()))),
-                NodeElement::Exp(1, Box::new(Var::new("genre".to_owned()))),
-                NodeElement::Star(2),
-            ],
-        }
-    }
-}
-
-impl ResultBlueprint {
-    pub fn new() -> Self {
-        ResultBlueprint {
-            node_elements: vec![],
-        }
-    }
-
-    pub fn get_node_elements(&self) -> &Vec<NodeElement> {
-        &self.node_elements
-    }
-
-    pub fn add_node_element(&mut self, node_element: NodeElement) {
-        self.node_elements.push(node_element);
-    }
-}
-
-unsafe impl Sync for ResultBlueprint {}
-
-unsafe impl Send for ResultBlueprint {}
-
-pub fn parse_result_blueprint(cypher_tree: Vec<String>) -> ResultBlueprint {
-    let mut result_blueprint = ResultBlueprint::new();
-    let cypher_tree: Vec<&str> = cypher_tree.iter().map(|s| &**s).collect();
-
-    for i in 0..cypher_tree.len() {
-        let line: &str = cypher_tree[i];
-        if line.contains("RETURN") && line.contains("*") {
-            let largest_node = get_largest_node(&cypher_tree);
-            for i in 0..largest_node + 1 {
-                result_blueprint.add_node_element(NodeElement::Star(i));
-            }
-            break;
-        }
-        if line.contains("> > projection") {
-            let re = Regex::new(r"> projection\s+expression=@(?P<result_line>\w+)").unwrap();
-            if let Some(caps) = re.captures(line) {
-                let index: usize = caps["result_line"].parse::<usize>().unwrap();
-                let var_string_option = collect_var(&cypher_tree, index);
-                if var_string_option.is_none() {
-                    break;
-                }
-                let var_string = var_string_option.unwrap();
-                let current_var = var_string
-                    .parse::<usize>()
-                    .expect("Cypher tree contains non-integer as node id");
-
-                if cypher_tree[index].contains("> property") {
-                    result_blueprint.add_node_element(NodeElement::Exp(
-                        current_var,
-                        recursive_parser(&cypher_tree, index, &var_string)
-                            .expect("Unable to parse result expression"),
-                    ));
-                } else if cypher_tree[index].contains("> apply") {
-                    result_blueprint.add_node_element(NodeElement::Count(current_var));
-                } else {
-                    result_blueprint.add_node_element(NodeElement::Star(current_var));
-                }
-            }
-        }
-    }
-
-    result_blueprint
-}
-
-fn collect_var(cypher_tree: &[&str], index: usize) -> Option<String> {
-    let mut i = index;
-    while i < cypher_tree.len() {
-        let line: &str = cypher_tree[i];
-        if line.contains("(*)") {
-            return None;
-        }
-
-        if line.contains("> > identifier") {
-            let re = Regex::new(r"> identifier\s+`(?P<var_name>\d+)`").unwrap();
-            if let Some(caps) = re.captures(line) {
-                let var_name = &caps["var_name"];
-                return Some(var_name.to_owned());
-            }
-        }
-        i += 1;
-    }
-    panic!("Cannot find valid identifier");
-}
-
-fn get_largest_node(cypher_tree: &[&str]) -> usize {
-    let mut largest_node = 0usize;
-    for i in 0..cypher_tree.len() {
-        let line = cypher_tree[i];
-        if line.contains("node pattern") {
-            let re = Regex::new(r"> identifier\s+`(?P<node>\d+)`").unwrap();
-            if let Some(caps) = re.captures(cypher_tree[i + 1]) {
-                let node = &caps["node"]
-                    .parse::<usize>()
-                    .expect("Cypher tree contains non-integer as node id");;
-                if *node > largest_node {
-                    largest_node = *node;
-                }
-            }
-        }
-    }
-    largest_node
-}
diff --git a/tests/cypher_tree/0.txt b/tests/cypher_tree/0.txt
deleted file mode 100644
index e5226f48..00000000
--- a/tests/cypher_tree/0.txt
+++ /dev/null
@@ -1,22 +0,0 @@
- @0   0..50  statement               body=@1
- @1   0..50  > query                 clauses=[@2, @19]
- @2   0..41  > > MATCH               pattern=@3, where=@14
- @3   6..23  > > > pattern           paths=[@4]
- @4   6..23  > > > > pattern path    (@5)-[@8]-(@11)
- @5   6..11  > > > > > node pattern  (@6:@7)
- @6   7..8   > > > > > > identifier  `a`
- @7   8..10  > > > > > > label       :`A`
- @8  11..18  > > > > > rel pattern   -[@9:@10]-
- @9  13..14  > > > > > > identifier  `b`
-@10  14..16  > > > > > > rel type    :`B`
-@11  18..23  > > > > > node pattern  (@12:@13)
-@12  19..20  > > > > > > identifier  `c`
-@13  20..22  > > > > > > label       :`C`
-@14  30..41  > > > comparison        @15 > @18
-@15  30..36  > > > > property        @16.@17
-@16  30..31  > > > > > identifier    `a`
-@17  32..35  > > > > > prop name     `age`
-@18  38..40  > > > > integer         10
-@19  41..50  > > RETURN              projections=[@20]
-@20  48..50  > > > projection        expression=@21
-@21  48..49  > > > > identifier      `a`
\ No newline at end of file
diff --git a/tests/cypher_tree/1.txt b/tests/cypher_tree/1.txt
deleted file mode 100644
index 152c1ccb..00000000
--- a/tests/cypher_tree/1.txt
+++ /dev/null
@@ -1,24 +0,0 @@
- @0   0..56  statement                body=@1
- @1   0..56  > query                  clauses=[@2, @21]
- @2   0..47  > > MATCH                pattern=@3, where=@14
- @3   6..23  > > > pattern            paths=[@4]
- @4   6..23  > > > > pattern path     (@5)-[@8]-(@11)
- @5   6..11  > > > > > node pattern   (@6:@7)
- @6   7..8   > > > > > > identifier   `a`
- @7   8..10  > > > > > > label        :`A`
- @8  11..18  > > > > > rel pattern    -[@9:@10]-
- @9  13..14  > > > > > > identifier   `b`
-@10  14..16  > > > > > > rel type     :`B`
-@11  18..23  > > > > > node pattern   (@12:@13)
-@12  19..20  > > > > > > identifier   `c`
-@13  20..22  > > > > > > label        :`C`
-@14  30..47  > > > comparison         @15 > @20
-@15  30..42  > > > > binary operator  @16 + @19
-@16  30..36  > > > > > property       @17.@18
-@17  30..31  > > > > > > identifier   `a`
-@18  32..35  > > > > > > prop name    `age`
-@19  38..41  > > > > > float          5.5
-@20  44..46  > > > > integer          10
-@21  47..56  > > RETURN               projections=[@22]
-@22  54..56  > > > projection         expression=@23
-@23  54..55  > > > > identifier       `a`
diff --git a/tests/cypher_tree/10.txt b/tests/cypher_tree/10.txt
deleted file mode 100644
index 899dc130..00000000
--- a/tests/cypher_tree/10.txt
+++ /dev/null
@@ -1,31 +0,0 @@
- @0   0..68  statement                body=@1
- @1   0..68  > query                  clauses=[@2, @13]
- @2   0..34  > > MATCH                pattern=@3, where=@8
- @3   6..16  > > > pattern            paths=[@4]
- @4   6..16  > > > > pattern path     (@5)
- @5   6..16  > > > > > node pattern   (@6:@7)
- @6   7..8   > > > > > > identifier   `0`
- @7   8..15  > > > > > > label        :`Person`
- @8  23..34  > > > comparison         @9 > @12
- @9  23..29  > > > > property         @10.@11
-@10  23..24  > > > > > identifier     `0`
-@11  25..28  > > > > > prop name      `age`
-@12  31..33  > > > > integer          10
-@13  34..68  > > RETURN               projections=[@14, @16, @21, @26]
-@14  41..42  > > > projection         expression=@15
-@15  41..42  > > > > identifier       `0`
-@16  44..50  > > > projection         expression=@17, alias=@20
-@17  44..50  > > > > property         @18.@19
-@18  44..45  > > > > > identifier     `0`
-@19  46..50  > > > > > prop name      `name`
-@20  44..50  > > > > identifier       `0.name`
-@21  52..57  > > > projection         expression=@22, alias=@25
-@22  52..57  > > > > property         @23.@24
-@23  52..53  > > > > > identifier     `0`
-@24  54..57  > > > > > prop name      `age`
-@25  52..57  > > > > identifier       `0.age`
-@26  59..68  > > > projection         expression=@27, alias=@30
-@27  59..67  > > > > apply            @28(@29)
-@28  59..64  > > > > > function name  `count`
-@29  65..66  > > > > > identifier     `0`
-@30  59..68  > > > > identifier       `count(0)`
\ No newline at end of file
diff --git a/tests/cypher_tree/11.txt b/tests/cypher_tree/11.txt
deleted file mode 100644
index 57ff859c..00000000
--- a/tests/cypher_tree/11.txt
+++ /dev/null
@@ -1,29 +0,0 @@
- @0   0..61  statement               body=@1
- @1   0..61  > query                 clauses=[@2, @16]
- @2   0..35  > > MATCH               pattern=@3, where=@11
- @3   6..17  > > > pattern           paths=[@4]
- @4   6..17  > > > > pattern path    (@5)-[@7]-(@9)
- @5   6..9   > > > > > node pattern  (@6)
- @6   7..8   > > > > > > identifier  `a`
- @7   9..14  > > > > > rel pattern   -[@8]-
- @8  11..12  > > > > > > identifier  `b`
- @9  14..17  > > > > > node pattern  (@10)
-@10  15..16  > > > > > > identifier  `c`
-@11  24..35  > > > comparison        @12 > @15
-@12  24..30  > > > > property        @13.@14
-@13  24..25  > > > > > identifier    `a`
-@14  26..29  > > > > > prop name     `age`
-@15  32..34  > > > > integer         10
-@16  35..61  > > RETURN              projections=[@17, @22, @27]
-@17  42..48  > > > projection        expression=@18, alias=@21
-@18  42..48  > > > > property        @19.@20
-@19  42..43  > > > > > identifier    `0`
-@20  44..48  > > > > > prop name     `name`
-@21  42..48  > > > > identifier      `0.name`
-@22  50..57  > > > projection        expression=@23, alias=@26
-@23  50..57  > > > > property        @24.@25
-@24  50..51  > > > > > identifier    `1`
-@25  52..57  > > > > > prop name     `genre`
-@26  50..57  > > > > identifier      `1.genre`
-@27  59..61  > > > projection        expression=@28
-@28  59..60  > > > > identifier      `2`
\ No newline at end of file
diff --git a/tests/cypher_tree/2.txt b/tests/cypher_tree/2.txt
deleted file mode 100644
index e1c20ac8..00000000
--- a/tests/cypher_tree/2.txt
+++ /dev/null
@@ -1,22 +0,0 @@
- @0   0..63  statement               body=@1
- @1   0..63  > query                 clauses=[@2, @19]
- @2   0..54  > > MATCH               pattern=@3, where=@14
- @3   6..23  > > > pattern           paths=[@4]
- @4   6..23  > > > > pattern path    (@5)-[@8]-(@11)
- @5   6..11  > > > > > node pattern  (@6:@7)
- @6   7..8   > > > > > > identifier  `a`
- @7   8..10  > > > > > > label       :`A`
- @8  11..18  > > > > > rel pattern   -[@9:@10]-
- @9  13..14  > > > > > > identifier  `b`
-@10  14..16  > > > > > > rel type    :`B`
-@11  18..23  > > > > > node pattern  (@12:@13)
-@12  19..20  > > > > > > identifier  `c`
-@13  20..22  > > > > > > label       :`C`
-@14  30..54  > > > binary operator   @15 CONTAINS @18
-@15  30..37  > > > > property        @16.@17
-@16  30..31  > > > > > identifier    `a`
-@17  32..36  > > > > > prop name     `name`
-@18  46..53  > > > > string          "hello"
-@19  54..63  > > RETURN              projections=[@20]
-@20  61..63  > > > projection        expression=@21
-@21  61..62  > > > > identifier      `a`
\ No newline at end of file
diff --git a/tests/cypher_tree/3.txt b/tests/cypher_tree/3.txt
deleted file mode 100644
index af0823d6..00000000
--- a/tests/cypher_tree/3.txt
+++ /dev/null
@@ -1,30 +0,0 @@
- @0   0..84  statement                  body=@1
- @1   0..84  > query                    clauses=[@2, @27]
- @2   0..75  > > MATCH                  pattern=@3, where=@14
- @3   6..23  > > > pattern              paths=[@4]
- @4   6..23  > > > > pattern path       (@5)-[@8]-(@11)
- @5   6..11  > > > > > node pattern     (@6:@7)
- @6   7..8   > > > > > > identifier     `a`
- @7   8..10  > > > > > > label          :`A`
- @8  11..18  > > > > > rel pattern      -[@9:@10]-
- @9  13..14  > > > > > > identifier     `b`
-@10  14..16  > > > > > > rel type       :`B`
-@11  18..23  > > > > > node pattern     (@12:@13)
-@12  19..20  > > > > > > identifier     `c`
-@13  20..22  > > > > > > label          :`C`
-@14  30..75  > > > binary operator      @15 AND @20
-@15  30..54  > > > > binary operator    @16 CONTAINS @19
-@16  30..37  > > > > > property         @17.@18
-@17  30..31  > > > > > > identifier     `a`
-@18  32..36  > > > > > > prop name      `name`
-@19  46..53  > > > > > string           "hello"
-@20  58..75  > > > > comparison         @21 > @26
-@21  58..70  > > > > > binary operator  @22 + @25
-@22  58..64  > > > > > > property       @23.@24
-@23  58..59  > > > > > > > identifier   `a`
-@24  60..63  > > > > > > > prop name    `age`
-@25  66..69  > > > > > > float          5.5
-@26  72..74  > > > > > integer          10
-@27  75..84  > > RETURN                 projections=[@28]
-@28  82..84  > > > projection           expression=@29
-@29  82..83  > > > > identifier         `a`
\ No newline at end of file
diff --git a/tests/cypher_tree/4.txt b/tests/cypher_tree/4.txt
deleted file mode 100644
index 41825892..00000000
--- a/tests/cypher_tree/4.txt
+++ /dev/null
@@ -1,22 +0,0 @@
- @0   0..49  statement               body=@1
- @1   0..49  > query                 clauses=[@2]
- @2   0..48  > > MATCH               pattern=@3, where=@11
- @3   6..17  > > > pattern           paths=[@4]
- @4   6..17  > > > > pattern path    (@5)-[@7]-(@9)
- @5   6..9   > > > > > node pattern  (@6)
- @6   7..8   > > > > > > identifier  `0`
- @7   9..14  > > > > > rel pattern   -[@8]-
- @8  11..12  > > > > > > identifier  `3`
- @9  14..17  > > > > > node pattern  (@10)
-@10  15..16  > > > > > > identifier  `1`
-@11  24..48  > > > binary operator   @12 AND @17
-@12  24..35  > > > > comparison      @13 > @16
-@13  24..30  > > > > > property      @14.@15
-@14  24..25  > > > > > > identifier  `0`
-@15  26..29  > > > > > > prop name   `age`
-@16  32..34  > > > > > integer       10
-@17  39..48  > > > > comparison      @18 < @21
-@18  39..45  > > > > > property      @19.@20
-@19  39..40  > > > > > > identifier  `3`
-@20  41..44  > > > > > > prop name   `age`
-@21  47..48  > > > > > integer       5
\ No newline at end of file
diff --git a/tests/cypher_tree/5.txt b/tests/cypher_tree/5.txt
deleted file mode 100644
index 57a0ad14..00000000
--- a/tests/cypher_tree/5.txt
+++ /dev/null
@@ -1,26 +0,0 @@
- @0   0..57  statement                  body=@1
- @1   0..57  > query                    clauses=[@2]
- @2   0..56  > > MATCH                  pattern=@3, where=@11
- @3   6..17  > > > pattern              paths=[@4]
- @4   6..17  > > > > pattern path       (@5)-[@7]-(@9)
- @5   6..9   > > > > > node pattern     (@6)
- @6   7..8   > > > > > > identifier     `a`
- @7   9..14  > > > > > rel pattern      -[@8]-
- @8  11..12  > > > > > > identifier     `b`
- @9  14..17  > > > > > node pattern     (@10)
-@10  15..16  > > > > > > identifier     `c`
-@11  24..56  > > > binary operator      @12 AND @17
-@12  24..35  > > > > comparison         @13 > @16
-@13  24..30  > > > > > property         @14.@15
-@14  24..25  > > > > > > identifier     `a`
-@15  26..29  > > > > > > prop name      `age`
-@16  32..34  > > > > > integer          10
-@17  39..56  > > > > comparison         @18 < @23
-@18  39..49  > > > > > binary operator  @19 + @22
-@19  39..45  > > > > > > property       @20.@21
-@20  39..40  > > > > > > > identifier   `b`
-@21  41..44  > > > > > > > prop name    `age`
-@22  47..48  > > > > > > integer        5
-@23  51..56  > > > > > property         @24.@25
-@24  51..52  > > > > > > identifier     `a`
-@25  53..56  > > > > > > prop name      `age`
\ No newline at end of file
diff --git a/tests/cypher_tree/6.txt b/tests/cypher_tree/6.txt
deleted file mode 100644
index 1c987a88..00000000
--- a/tests/cypher_tree/6.txt
+++ /dev/null
@@ -1,30 +0,0 @@
- @0   0..64  statement                  body=@1
- @1   0..64  > query                    clauses=[@2]
- @2   0..63  > > MATCH                  pattern=@3, where=@11
- @3   6..17  > > > pattern              paths=[@4]
- @4   6..17  > > > > pattern path       (@5)-[@7]-(@9)
- @5   6..9   > > > > > node pattern     (@6)
- @6   7..8   > > > > > > identifier     `a`
- @7   9..14  > > > > > rel pattern      -[@8]-
- @8  11..12  > > > > > > identifier     `b`
- @9  14..17  > > > > > node pattern     (@10)
-@10  15..16  > > > > > > identifier     `c`
-@11  24..63  > > > binary operator      @12 OR @21
-@12  24..43  > > > > comparison         @13 > @20
-@13  24..38  > > > > > binary operator  @14 + @17
-@14  24..30  > > > > > > property       @15.@16
-@15  24..25  > > > > > > > identifier   `a`
-@16  26..29  > > > > > > > prop name    `age`
-@17  32..38  > > > > > > property       @18.@19
-@18  32..33  > > > > > > > identifier   `b`
-@19  34..37  > > > > > > > prop name    `age`
-@20  40..42  > > > > > integer          10
-@21  46..63  > > > > comparison         @22 < @27
-@22  46..56  > > > > > binary operator  @23 + @26
-@23  46..52  > > > > > > property       @24.@25
-@24  46..47  > > > > > > > identifier   `b`
-@25  48..51  > > > > > > > prop name    `age`
-@26  54..55  > > > > > > integer        5
-@27  58..63  > > > > > property         @28.@29
-@28  58..59  > > > > > > identifier     `a`
-@29  60..63  > > > > > > prop name      `age`
diff --git a/tests/cypher_tree/7.txt b/tests/cypher_tree/7.txt
deleted file mode 100644
index 8f2fc37d..00000000
--- a/tests/cypher_tree/7.txt
+++ /dev/null
@@ -1,11 +0,0 @@
- @0   0..64  statement                  body=@1
- @1   0..64  > query                    clauses=[@2]
- @2   0..63  > > MATCH                  pattern=@3, where=@11
- @3   6..17  > > > pattern              paths=[@4]
- @4   6..17  > > > > pattern path       (@5)-[@7]-(@9)
- @5   6..9   > > > > > node pattern     (@6)
- @6   7..8   > > > > > > identifier     `a`
- @7   9..14  > > > > > rel pattern      -[@8]-
- @8  11..12  > > > > > > identifier     `b`
- @9  14..17  > > > > > node pattern     (@10)
-@10  15..16  > > > > > > identifier     `c`
\ No newline at end of file
diff --git a/tests/cypher_tree/8.txt b/tests/cypher_tree/8.txt
deleted file mode 100644
index 173873ea..00000000
--- a/tests/cypher_tree/8.txt
+++ /dev/null
@@ -1,70 +0,0 @@
- @0    0..172  statement                           body=@1
- @1    0..172  > query                             clauses=[@2]
- @2    0..171  > > MATCH                           pattern=@3, where=@23
- @3    6..41   > > > pattern                       paths=[@4]
- @4    6..41   > > > > pattern path                (@5)-[@7]-(@9)-[@11]-(@13)-[@15]-(@17)-[@19]-(@21)
- @5    6..9    > > > > > node pattern              (@6)
- @6    7..8    > > > > > > identifier              `a`
- @7    9..14   > > > > > rel pattern               -[@8]-
- @8   11..12   > > > > > > identifier              `x`
- @9   14..17   > > > > > node pattern              (@10)
-@10   15..16   > > > > > > identifier              `b`
-@11   17..22   > > > > > rel pattern               -[@12]-
-@12   19..20   > > > > > > identifier              `y`
-@13   22..25   > > > > > node pattern              (@14)
-@14   23..24   > > > > > > identifier              `c`
-@15   25..30   > > > > > rel pattern               -[@16]-
-@16   27..28   > > > > > > identifier              `z`
-@17   30..33   > > > > > node pattern              (@18)
-@18   31..32   > > > > > > identifier              `d`
-@19   33..38   > > > > > rel pattern               -[@20]-
-@20   35..36   > > > > > > identifier              `o`
-@21   38..41   > > > > > node pattern              (@22)
-@22   39..40   > > > > > > identifier              `a`
-@23   48..171  > > > binary operator               @24 AND @65
-@24   48..155  > > > > binary operator             @25 AND @60
-@25   48..138  > > > > > binary operator           @26 AND @55
-@26   48..121  > > > > > > binary operator         @27 AND @50
-@27   48..104  > > > > > > > binary operator       @28 AND @45
-@28   48..89   > > > > > > > > binary operator     @29 AND @40
-@29   48..74   > > > > > > > > > binary operator   @30 AND @35
-@30   48..59   > > > > > > > > > > comparison      @31 > @34
-@31   48..54   > > > > > > > > > > > property      @32.@33
-@32   48..49   > > > > > > > > > > > > identifier  `a`
-@33   50..53   > > > > > > > > > > > > prop name   `age`
-@34   56..58   > > > > > > > > > > > integer       10
-@35   63..74   > > > > > > > > > > comparison      @36 > @39
-@36   63..69   > > > > > > > > > > > property      @37.@38
-@37   63..64   > > > > > > > > > > > > identifier  `b`
-@38   65..68   > > > > > > > > > > > > prop name   `age`
-@39   71..73   > > > > > > > > > > > integer       10
-@40   78..89   > > > > > > > > > comparison        @41 > @44
-@41   78..84   > > > > > > > > > > property        @42.@43
-@42   78..79   > > > > > > > > > > > identifier    `c`
-@43   80..83   > > > > > > > > > > > prop name     `age`
-@44   86..88   > > > > > > > > > > integer         10
-@45   93..104  > > > > > > > > comparison          @46 > @49
-@46   93..99   > > > > > > > > > property          @47.@48
-@47   93..94   > > > > > > > > > > identifier      `d`
-@48   95..98   > > > > > > > > > > prop name       `age`
-@49  101..103  > > > > > > > > > integer           10
-@50  108..121  > > > > > > > comparison            @51 < @54
-@51  108..117  > > > > > > > > property            @52.@53
-@52  108..109  > > > > > > > > > identifier        `x`
-@53  110..116  > > > > > > > > > prop name         `length`
-@54  119..120  > > > > > > > > integer             5
-@55  125..138  > > > > > > comparison              @56 < @59
-@56  125..134  > > > > > > > property              @57.@58
-@57  125..126  > > > > > > > > identifier          `y`
-@58  127..133  > > > > > > > > prop name           `length`
-@59  136..137  > > > > > > > integer               5
-@60  142..155  > > > > > comparison                @61 < @64
-@61  142..151  > > > > > > property                @62.@63
-@62  142..143  > > > > > > > identifier            `z`
-@63  144..150  > > > > > > > prop name             `length`
-@64  153..154  > > > > > > integer                 5
-@65  159..171  > > > > comparison                  @66 < @69
-@66  159..168  > > > > > property                  @67.@68
-@67  159..160  > > > > > > identifier              `o`
-@68  161..167  > > > > > > prop name               `length`
-@69  170..171  > > > > > integer                   5
diff --git a/tests/cypher_tree/9.txt b/tests/cypher_tree/9.txt
deleted file mode 100644
index 744dba74..00000000
--- a/tests/cypher_tree/9.txt
+++ /dev/null
@@ -1,37 +0,0 @@
- @0    0..127  statement                      body=@1
- @1    0..127  > query                        clauses=[@2]
- @2    0..127  > > MATCH                      pattern=@3, where=@7
- @3    6..9    > > > pattern                  paths=[@4]
- @4    6..9    > > > > pattern path           (@5)
- @5    6..9    > > > > > node pattern         (@6)
- @6    7..8    > > > > > > identifier         `a`
- @7   16..127  > > > binary operator          @8 AND @11
- @8   16..28   > > > > property               @9.@10
- @9   16..17   > > > > > identifier           `a`
-@10   18..27   > > > > > prop name            `is_member`
-@11   33..125  > > > > binary operator        @12 AND @19
-@12   34..47   > > > > > binary operator      @13 = @18
-@13   34..44   > > > > > > binary operator    @14 % @17
-@14   34..40   > > > > > > > property         @15.@16
-@15   34..35   > > > > > > > > identifier     `a`
-@16   36..39   > > > > > > > > prop name      `age`
-@17   42..43   > > > > > > > integer          5
-@18   46..47   > > > > > > integer            0
-@19   54..124  > > > > > binary operator      @20 AND @26
-@20   54..72   > > > > > > comparison         @21 <= @22 <= @25
-@21   54..56   > > > > > > > integer          18
-@22   60..66   > > > > > > > property         @23.@24
-@23   60..61   > > > > > > > > identifier     `a`
-@24   62..65   > > > > > > > > prop name      `age`
-@25   69..71   > > > > > > > integer          35
-@26   77..123  > > > > > > binary operator    @27 OR @32
-@27   78..97   > > > > > > > binary operator  @28 CONTAINS @31
-@28   78..85   > > > > > > > > property       @29.@30
-@29   78..79   > > > > > > > > > identifier   `a`
-@30   80..84   > > > > > > > > > prop name    `name`
-@31   94..97   > > > > > > > > string         "a"
-@32  103..122  > > > > > > > binary operator  @33 CONTAINS @36
-@33  103..110  > > > > > > > > property       @34.@35
-@34  103..104  > > > > > > > > > identifier   `a`
-@35  105..109  > > > > > > > > > prop name    `name`
-@36  119..122  > > > > > > > > string         "o"
\ No newline at end of file
diff --git a/tests/cypher_tree/empty.txt b/tests/cypher_tree/empty.txt
deleted file mode 100644
index 9fa6185a..00000000
--- a/tests/cypher_tree/empty.txt
+++ /dev/null
@@ -1,17 +0,0 @@
- @0   0..50  statement               body=@1
- @1   0..50  > query                 clauses=[@2, @19]
- @2   0..41  > > MATCH               pattern=@3, where=@14
- @3   6..23  > > > pattern           paths=[@4]
- @4   6..23  > > > > pattern path    (@5)-[@8]-(@11)
- @5   6..11  > > > > > node pattern  (@6:@7)
- @6   7..8   > > > > > > identifier  `a`
- @7   8..10  > > > > > > label       :`A`
- @8  11..18  > > > > > rel pattern   -[@9:@10]-
- @9  13..14  > > > > > > identifier  `b`
-@10  14..16  > > > > > > rel type    :`B`
-@11  18..23  > > > > > node pattern  (@12:@13)
-@12  19..20  > > > > > > identifier  `c`
-@13  20..22  > > > > > > label       :`C`
-@19  41..50  > > RETURN              projections=[@20]
-@20  48..50  > > > projection        expression=@21
-@21  48..49  > > > > identifier      `a`
\ No newline at end of file
diff --git a/tests/cypher_tree/string.txt b/tests/cypher_tree/string.txt
deleted file mode 100644
index 5fefc494..00000000
--- a/tests/cypher_tree/string.txt
+++ /dev/null
@@ -1,20 +0,0 @@
-        " @0   0..70  statement               body=@1\n",
-        " @1   0..70  > query                 clauses=[@2, @19]\n",
-        " @2   0..62  > > MATCH               pattern=@3, where=@14\n",
-        " @3   6..41  > > > pattern           paths=[@4]\n",
-        " @4   6..41  > > > > pattern path    (@5)-[@8]-(@11)\n",
-        " @5   6..17  > > > > > node pattern  (@6:@7)\n",
-        " @6   7..9   > > > > > > identifier  `1`\n",
-        " @7   9..16  > > > > > > label       :`Person`\n",
-        " @8  17..30  > > > > > rel pattern   -[@9:@10]->\n",
-        " @9  19..21  > > > > > > identifier  `4`\n",
-        "@10  21..27  > > > > > > rel type    :`knows`\n",
-        "@11  30..41  > > > > > node pattern  (@12:@13)\n",
-        "@12  31..33  > > > > > > identifier  `0`\n",
-        "@13  33..40  > > > > > > label       :`Person`\n",
-        "@14  48..62  > > > binary operator   @15 = @18\n",
-        "@15  48..56  > > > > property        @16.@17\n",
-        "@16  48..50  > > > > > identifier    `1`\n",
-        "@17  51..55  > > > > > prop name     `name`\n",
-        "@18  58..61  > > > > string          \"K\"\n",
-        "@19  62..70  > > RETURN              *, projections=[]\n"
\ No newline at end of file
diff --git a/tests/cypher_tree/undirected_dst2src.txt b/tests/cypher_tree/undirected_dst2src.txt
deleted file mode 100644
index 77afa887..00000000
--- a/tests/cypher_tree/undirected_dst2src.txt
+++ /dev/null
@@ -1,25 +0,0 @@
- @0   0..68  statement               body=@1
- @1   0..68  > query                 clauses=[@2, @24]
- @2   0..59  > > MATCH               pattern=@3, where=@19
- @3   6..40  > > > pattern           paths=[@4]
- @4   6..40  > > > > pattern path    (@5)-[@7]-(@9)-[@11]-(@13)-[@15]-(@17)
- @5   6..10  > > > > > node pattern  (@6)
- @6   7..9   > > > > > > identifier  `2`
- @7  10..16  > > > > > rel pattern   -[@8]-
- @8  12..14  > > > > > > identifier  `13`
- @9  16..20  > > > > > node pattern  (@10)
-@10  17..19  > > > > > > identifier  `1`
-@11  20..26  > > > > > rel pattern   -[@12]-
-@12  22..24  > > > > > > identifier  `8`
-@13  26..30  > > > > > node pattern  (@14)
-@14  27..29  > > > > > > identifier  `0`
-@15  30..36  > > > > > rel pattern   -[@16]-
-@16  32..34  > > > > > > identifier  `6`
-@17  36..40  > > > > > node pattern  (@18)
-@18  37..39  > > > > > > identifier  `2`
-@19  47..59  > > > comparison        @20 > @23
-@20  47..54  > > > > property        @21.@22
-@21  47..49  > > > > > identifier    `13`
-@22  50..53  > > > > > prop name     `age`
-@23  56..58  > > > > integer         10
-@24  59..67  > > RETURN              *, projections=[]
\ No newline at end of file
diff --git a/tests/cypher_tree/undirected_src2dst.txt b/tests/cypher_tree/undirected_src2dst.txt
deleted file mode 100644
index 5c117a78..00000000
--- a/tests/cypher_tree/undirected_src2dst.txt
+++ /dev/null
@@ -1,25 +0,0 @@
- @0   0..68  statement               body=@1
- @1   0..68  > query                 clauses=[@2, @24]
- @2   0..59  > > MATCH               pattern=@3, where=@19
- @3   6..40  > > > pattern           paths=[@4]
- @4   6..40  > > > > pattern path    (@5)-[@7]-(@9)-[@11]-(@13)-[@15]-(@17)
- @5   6..10  > > > > > node pattern  (@6)
- @6   7..9   > > > > > > identifier  `2`
- @7  10..16  > > > > > rel pattern   -[@8]-
- @8  12..14  > > > > > > identifier  `13`
- @9  16..20  > > > > > node pattern  (@10)
-@10  17..19  > > > > > > identifier  `1`
-@11  20..26  > > > > > rel pattern   -[@12]-
-@12  22..24  > > > > > > identifier  `8`
-@13  26..30  > > > > > node pattern  (@14)
-@14  27..29  > > > > > > identifier  `0`
-@15  30..36  > > > > > rel pattern   -[@16]-
-@16  32..34  > > > > > > identifier  `6`
-@17  36..40  > > > > > node pattern  (@18)
-@18  37..39  > > > > > > identifier  `2`
-@19  47..59  > > > comparison        @20 > @23
-@20  47..54  > > > > property        @21.@22
-@21  47..49  > > > > > identifier    `6`
-@22  50..53  > > > > > prop name     `age`
-@23  56..58  > > > > integer         10
-@24  59..67  > > RETURN              *, projections=[]
\ No newline at end of file
diff --git a/tests/property.rs b/tests/property.rs
deleted file mode 100644
index 914ce90a..00000000
--- a/tests/property.rs
+++ /dev/null
@@ -1,449 +0,0 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-extern crate rust_graph;
-extern crate serde_json;
-
-use std::collections::HashMap;
-
-use rust_graph::property::filter::*;
-use rust_graph::property::CachedProperty;
-use rust_graph::property::RocksProperty as DefaultProperty;
-use serde_json::json;
-use std::sync::Arc;
-
-#[test]
-fn test_cached_boolean_expression() {
-    // WHERE a.is_member;
-    let exp = Box::new(Var::new("is_member".to_owned()));
-
-    let property_graph = create_cached_property();
-
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
-    property_cache
-        .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
-        .unwrap();
-
-    let result: Vec<u32> = vec![0, 1]
-        .into_iter()
-        .filter(|x| filter_node(*x, &mut property_cache, exp.as_ref()))
-        .collect();
-
-    assert_eq!(vec![0], result);
-}
-
-#[test]
-fn test_cached_num_compare_expression() {
-    // WHERE a.age > 25;
-
-    let exp0 = Box::new(Var::new("age".to_owned()));
-    let exp1 = Box::new(Const::new(json!(25)));
-    let exp = Box::new(PredicateExpression::new(
-        exp0,
-        exp1,
-        PredicateOperator::GreaterThan,
-    ));
-
-    let property_graph = create_cached_property();
-
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
-    property_cache
-        .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
-        .unwrap();
-
-    let result: Vec<u32> = vec![0, 1]
-        .into_iter()
-        .filter(|x| filter_node(*x, &mut property_cache, exp.as_ref()))
-        .collect();
-
-    assert_eq!(vec![1], result);
-}
-
-#[test]
-fn test_cached_arithmetic_expression() {
-    // WHERE a.age + 10 > 35;
-
-    let exp0 = Box::new(Var::new("age".to_owned()));
-    let exp1 = Box::new(Const::new(json!(10)));
-    let exp2 = Box::new(ArithmeticExpression::new(
-        exp0,
-        exp1,
-        ArithmeticOperator::Add,
-    ));
-    let exp3 = Box::new(Const::new(json!(35)));
-
-    let exp = Box::new(PredicateExpression::new(
-        exp2,
-        exp3,
-        PredicateOperator::GreaterThan,
-    ));
-
-    let property_graph = create_cached_property();
-
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
-    property_cache
-        .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
-        .unwrap();
-
-    let result: Vec<u32> = vec![0, 1]
-        .into_iter()
-        .filter(|x| filter_node(*x, &mut property_cache, exp.as_ref()))
-        .collect();
-
-    assert_eq!(result, vec![1]);
-}
-
-#[test]
-fn test_cached_logical_expression() {
-    // WHERE a.age + 10 > 35 AND a.is_member;
-
-    let exp0 = Box::new(Var::new("age".to_owned()));
-    let exp1 = Box::new(Const::new(json!(10)));
-    let exp2 = Box::new(ArithmeticExpression::new(
-        exp0,
-        exp1,
-        ArithmeticOperator::Add,
-    ));
-    let exp3 = Box::new(Const::new(json!(35)));
-    let exp4 = Box::new(PredicateExpression::new(
-        exp2,
-        exp3,
-        PredicateOperator::LessEqual,
-    ));
-    let exp5 = Box::new(Var::new("is_member".to_owned()));
-
-    let exp = Box::new(PredicateExpression::new(exp4, exp5, PredicateOperator::AND));
-
-    let property_graph = create_cached_property();
-
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
-    property_cache
-        .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
-        .unwrap();
-
-    let result: Vec<u32> = vec![0, 1]
-        .into_iter()
-        .filter(|x| filter_node(*x, &mut property_cache, exp.as_ref()))
-        .collect();
-
-    assert_eq!(vec![0], result);
-}
-
-#[test]
-fn test_cached_string_compare_expression() {
-    // WHERE a.name CONTAINS "arr";
-
-    let exp0 = Box::new(Var::new("name".to_owned()));
-    let exp1 = Box::new(Const::new(json!("arr".to_owned())));
-    let exp = Box::new(PredicateExpression::new(
-        exp0,
-        exp1,
-        PredicateOperator::Contains,
-    ));
-
-    let property_graph = create_cached_property();
-
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
-    property_cache
-        .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
-        .unwrap();
-
-    let result: Vec<u32> = vec![0, 1]
-        .into_iter()
-        .filter(|x| filter_node(*x, &mut property_cache, exp.as_ref()))
-        .collect();
-
-    assert_eq!(vec![1], result);
-}
-
-#[test]
-fn test_cached_string_concat_expression() {
-    // WHERE a.name + "hello" CONTAINS "arr";
-
-    let exp0 = Box::new(Var::new("name".to_owned()));
-    let exp1 = Box::new(Const::new(json!("hello".to_owned())));
-    let exp2 = Box::new(ArithmeticExpression::new(
-        exp0,
-        exp1,
-        ArithmeticOperator::Concat,
-    ));
-    let exp3 = Box::new(Const::new(json!("yhello".to_owned())));
-
-    let exp = Box::new(PredicateExpression::new(
-        exp2,
-        exp3,
-        PredicateOperator::Contains,
-    ));
-
-    let property_graph = create_cached_property();
-
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
-    property_cache
-        .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
-        .unwrap();
-
-    let result: Vec<u32> = vec![0, 1]
-        .into_iter()
-        .filter(|x| filter_node(*x, &mut property_cache, exp.as_ref()))
-        .collect();
-
-    assert_eq!(vec![1], result);
-}
-
-#[test]
-fn test_cached_range_predicate_expression() {
-    // WHERE 18 <= a.age <= 22;
-
-    let exp0 = Box::new(Var::new("age".to_owned()));
-    let exp1 = Box::new(Const::new(json!([18, 22])));
-    let exp = Box::new(PredicateExpression::new(
-        exp0,
-        exp1,
-        PredicateOperator::Range,
-    ));
-
-    let property_graph = create_cached_property();
-
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
-    property_cache
-        .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
-        .unwrap();
-
-    let result: Vec<u32> = vec![0, 1]
-        .into_iter()
-        .filter(|x| filter_node(*x, &mut property_cache, exp.as_ref()))
-        .collect();
-
-    assert_eq!(vec![0], result);
-}
-
-#[test]
-fn test_cached_error_boolean_expression() {
-    // WHERE a.is_member;
-    let exp = Box::new(Var::new("age".to_owned()));
-
-    let property_graph = create_cached_property();
-
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
-    property_cache
-        .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
-        .unwrap();
-
-    let result: Vec<u32> = vec![0, 1]
-        .into_iter()
-        .filter(|x| filter_node(*x, &mut property_cache, exp.as_ref()))
-        .collect();
-
-    assert_eq!(Vec::<u32>::new(), result);
-}
-
-#[test]
-fn test_cached_complex_expression() {
-    // WHERE a.is_member AND ((a.age MODULE 5 = 0) AND (18 <= a.age <= 35 AND ((a.name CONTAINS "a") OR (a.name CONTAINS "o"))));
-
-    let exp0 = Box::new(Var::new("is_member".to_owned()));
-    let exp1 = Box::new(Var::new("age".to_owned()));
-    let exp2 = Box::new(Const::new(json!(5)));
-    let exp3 = Box::new(Const::new(json!(0)));
-    let exp4 = Box::new(Const::new(json!([18, 35])));
-    let exp5 = Box::new(Var::new("age".to_owned()));
-    let exp6 = Box::new(Var::new("name".to_owned()));
-    let exp7 = Box::new(Const::new(json!("a".to_owned())));
-    let exp8 = Box::new(Var::new("name".to_owned()));
-    let exp9 = Box::new(Const::new(json!("o".to_owned())));
-    let exp12 = Box::new(ArithmeticExpression::new(
-        exp1,
-        exp2,
-        ArithmeticOperator::Modulo,
-    ));
-    let exp123 = Box::new(PredicateExpression::new(
-        exp12,
-        exp3,
-        PredicateOperator::Equal,
-    ));
-    let exp45 = Box::new(PredicateExpression::new(
-        exp4,
-        exp5,
-        PredicateOperator::Range,
-    ));
-    let exp67 = Box::new(PredicateExpression::new(
-        exp6,
-        exp7,
-        PredicateOperator::Contains,
-    ));
-    let exp89 = Box::new(PredicateExpression::new(
-        exp8,
-        exp9,
-        PredicateOperator::Contains,
-    ));
-    let exp6789 = Box::new(PredicateExpression::new(
-        exp67,
-        exp89,
-        PredicateOperator::OR,
-    ));
-    let exp456789 = Box::new(PredicateExpression::new(
-        exp45,
-        exp6789,
-        PredicateOperator::AND,
-    ));
-    let exp123456789 = Box::new(PredicateExpression::new(
-        exp123,
-        exp456789,
-        PredicateOperator::AND,
-    ));
-    let final_exp = Box::new(PredicateExpression::new(
-        exp0,
-        exp123456789,
-        PredicateOperator::AND,
-    ));
-
-    let property_graph = create_cached_property();
-
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
-    property_cache
-        .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
-        .unwrap();
-
-    let _result: Vec<u32> = vec![0, 1]
-        .into_iter()
-        .filter(|x| filter_node(*x, &mut property_cache, final_exp.as_ref()))
-        .collect();
-    //    assert_eq!(vec![0], result);
-}
-
-#[test]
-fn test_sled_boolean_expression() {
-    // WHERE a.is_member;
-    let exp = Box::new(Var::new("is_member".to_owned()));
-
-    let property_graph = create_default_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
-    property_cache
-        .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
-        .unwrap();
-
-    let result: Vec<u32> = vec![0, 1]
-        .into_iter()
-        .filter(|x| filter_node(*x, &mut property_cache, exp.as_ref()))
-        .collect();
-
-    assert_eq!(Vec::<u32>::new(), result);
-}
-
-#[test]
-fn test_sled_num_compare_expression() {
-    // WHERE a.age > 25;
-
-    let exp0 = Box::new(Var::new("age".to_owned()));
-    let exp1 = Box::new(Const::new(json!(25)));
-    let exp = Box::new(PredicateExpression::new(
-        exp0,
-        exp1,
-        PredicateOperator::GreaterThan,
-    ));
-
-    let property_graph = create_default_property();
-
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
-    property_cache
-        .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
-        .unwrap();
-
-    let result: Vec<u32> = vec![0, 1]
-        .into_iter()
-        .filter(|x| filter_node(*x, &mut property_cache, exp.as_ref()))
-        .collect();
-
-    assert_eq!(vec![0, 1], result);
-}
-
-fn create_default_property() -> DefaultProperty {
-    let mut node_property = HashMap::new();
-    let mut edge_property = HashMap::new();
-    for i in 0u32..10 {
-        node_property.insert(
-            i,
-            json!({
-            "name":"Mike",
-            "age":30,
-            "is_member":false,
-            "scores":json!([10,10,9]),
-            }),
-        );
-    }
-
-    edge_property.insert(
-        (0, 1),
-        json!({
-        "friend_since":"2018-11-15",
-        }),
-    );
-
-    let node = tempdir::TempDir::new("node").unwrap();
-    let edge = tempdir::TempDir::new("edge").unwrap();
-
-    let node_path = node.path();
-    let edge_path = edge.path();
-
-    let db = DefaultProperty::with_data(
-        node_path,
-        edge_path,
-        node_property.into_iter(),
-        edge_property.into_iter(),
-        false,
-    )
-    .unwrap();
-    db.flush().unwrap();
-    db
-}
-
-fn create_cached_property() -> CachedProperty<u32> {
-    let mut node_property = HashMap::new();
-    let mut edge_property = HashMap::new();
-
-    node_property.insert(
-        0u32,
-        json!({
-        "name":"John",
-        "age":20,
-        "is_member":true,
-        "scores":json!([9,8,10]),
-        }),
-    );
-
-    node_property.insert(
-        1,
-        json!({
-        "name":"Marry",
-        "age":30,
-        "is_member":false,
-        "scores":json!([10,10,9]),
-        }),
-    );
-
-    edge_property.insert(
-        (0, 1),
-        json!({
-        "friend_since":"2018-11-15",
-        }),
-    );
-
-    CachedProperty::with_data(node_property, edge_property, false)
-}
diff --git a/tests/property_parser.rs b/tests/property_parser.rs
deleted file mode 100644
index 39a51aee..00000000
--- a/tests/property_parser.rs
+++ /dev/null
@@ -1,330 +0,0 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-extern crate rust_graph;
-extern crate serde_json;
-//extern crate sled;
-
-use std::collections::HashMap;
-use std::path::Path;
-use std::sync::Arc;
-
-use rust_graph::property::filter::*;
-use rust_graph::property::parse_property;
-use rust_graph::property::parse_property_tree;
-use rust_graph::property::*;
-
-use serde_json::json;
-
-use std::fs::File;
-use std::io::prelude::*;
-use std::io::BufReader;
-
-#[test]
-fn test_undirected_dst2src() {
-    let result = lines_from_file("tests/cypher_tree/undirected_dst2src.txt");
-    let expression_cache = parse_property_tree(result.clone()).clone();
-    let exp = expression_cache.get_edge_exp(1, 2).unwrap();
-    assert_eq!(exp.is_empty(), false);
-}
-
-#[test]
-fn test_undirected_src2dst() {
-    let result = lines_from_file("tests/cypher_tree/undirected_src2dst.txt");
-    let expression_cache = parse_property_tree(result.clone()).clone();
-    let exp = expression_cache.get_edge_exp(0, 2).unwrap();
-    assert_eq!(exp.is_empty(), false);
-}
-
-#[test]
-fn test_string_value() {
-    let result = lines_from_file("tests/cypher_tree/string.txt");
-    let _expression_cache = parse_property_tree(result.clone()).clone();
-}
-
-#[test]
-fn test_empty_tree() {
-    let result = lines_from_file("tests/cypher_tree/empty.txt");
-    let expression_cache = parse_property_tree(result.clone()).clone();
-    assert_eq!(true, expression_cache.is_disabled());
-}
-
-#[test]
-fn test_cypher_two_vars() {
-    // match (a)-[b]-(c) where a.age > 10 and b.age < 5;
-    // match (0)-[3]-(1) where 0.age > 10 and 3.age < 5;
-
-    let result = lines_from_file("tests/cypher_tree/4.txt");
-
-    let _expression_cache = parse_property_tree(result.clone()).clone();
-
-    let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
-    let exp = parse_property(cypher_tree);
-
-    let property_graph = create_cached_property();
-
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
-    let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
-    property_cache
-        .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
-        .unwrap();
-
-    let result: Vec<u32> = vec
-        .into_iter()
-        .filter(|x| filter_node(*x, &mut property_cache, exp["0"].as_ref()))
-        .collect();
-
-    assert_eq!(vec![0, 4], result);
-}
-
-#[test]
-fn test_cypher_two_vars2() {
-    // match (a)-[b]-(c) where a.age > 10 and b.age + 5 < a.age;
-
-    let result = lines_from_file("tests/cypher_tree/5.txt");
-    let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
-    let exp = parse_property(cypher_tree);
-
-    let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
-    let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
-    property_cache
-        .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
-        .unwrap();
-
-    let result: Vec<u32> = vec
-        .into_iter()
-        .filter(|x| filter_node(*x, &mut property_cache, exp["a"].as_ref()))
-        .collect();
-
-    assert_eq!(vec![0, 4], result);
-}
-
-#[test]
-fn test_cypher_two_vars3() {
-    // match (a)-[b]-(c) where a.age + b.age > 10 or b.age + 5 < a.age;
-
-    let result = lines_from_file("tests/cypher_tree/6.txt");
-
-    let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
-    let exp = parse_property(cypher_tree);
-
-    let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
-    let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
-    property_cache
-        .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
-        .unwrap();
-
-    let result: Vec<u32> = vec
-        .into_iter()
-        .filter(|x| filter_node(*x, &mut property_cache, exp["a"].as_ref()))
-        .collect();
-
-    assert_eq!(vec![0, 1, 2, 3, 4, 5], result);
-}
-
-#[test]
-fn test_cypher_two_vars4() {
-    // match (a)-[b]-(c) ;
-
-    let result = lines_from_file("tests/cypher_tree/7.txt");
-
-    let exp = parse_property_tree(result);
-
-    let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
-    let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
-    property_cache
-        .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
-        .unwrap();
-
-    assert_eq!(exp.is_disabled(), true);
-}
-#[test]
-fn test_cypher_larger_than() {
-    // Match (a:A)-[b:B]-(c:C) WHERE a.age > 10 RETURN a
-
-    let result = lines_from_file("tests/cypher_tree/0.txt");
-    let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
-    let exp = parse_property(cypher_tree);
-
-    let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
-    let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
-    property_cache
-        .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
-        .unwrap();
-
-    let result: Vec<u32> = vec
-        .into_iter()
-        .filter(|x| filter_node(*x, &mut property_cache, exp["a"].as_ref()))
-        .collect();
-
-    assert_eq!(vec![0, 4], result);
-}
-
-#[test]
-fn test_cypher_number_addition() {
-    // Match (a:A)-[b:B]-(c:C) WHERE a.age + 5.5 > 10 RETURN a
-
-    let result = lines_from_file("tests/cypher_tree/1.txt");
-    let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
-    let exp = parse_property(cypher_tree);
-
-    let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
-    let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
-    property_cache
-        .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
-        .unwrap();
-
-    let result: Vec<u32> = vec
-        .into_iter()
-        .filter(|x| filter_node(*x, &mut property_cache, exp["a"].as_ref()))
-        .collect();
-
-    assert_eq!(vec![0, 1, 3, 4], result);
-}
-
-#[test]
-fn test_cypher_string_contains() {
-    // Match (a:A)-[b:B]-(c:C) WHERE a.name CONTAINS "hello" RETURN a
-
-    let result = lines_from_file("tests/cypher_tree/2.txt");
-    let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
-    let exp = parse_property(cypher_tree);
-
-    let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
-    let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
-    property_cache
-        .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
-        .unwrap();
-
-    let result: Vec<u32> = vec
-        .into_iter()
-        .filter(|x| filter_node(*x, &mut property_cache, exp["a"].as_ref()))
-        .collect();
-
-    assert_eq!(vec![0, 2, 3, 4, 5], result);
-}
-
-#[test]
-fn test_cypher_and_operator() {
-    // Match (a:A)-[b:B]-(c:C) WHERE a.name CONTAINS "hello" AND a.age + 5.5 > 10 RETURN a
-
-    let result = lines_from_file("tests/cypher_tree/3.txt");
-    let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
-    let exp = parse_property(cypher_tree);
-
-    let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
-    let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
-    property_cache
-        .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
-        .unwrap();
-
-    let result: Vec<u32> = vec
-        .into_iter()
-        .filter(|x| filter_node(*x, &mut property_cache, exp["a"].as_ref()))
-        .collect();
-
-    assert_eq!(vec![0, 3, 4], result);
-}
-
-#[test]
-fn test_compelx_cypher_query() {
-    // WHERE a.is_member AND ((a.age % 5 = 0) AND (18 <= a.age <= 35 AND((a.name CONTAINS "a") OR (a.name CONTAINS "o"))))
-
-    let result = lines_from_file("tests/cypher_tree/9.txt");
-    let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
-    let _exp = parse_property(cypher_tree);
-}
-
-fn lines_from_file(filename: impl AsRef<Path>) -> Vec<String> {
-    let file = File::open(filename).expect("no such file");
-    let buf = BufReader::new(file);
-    buf.lines()
-        .map(|l| l.expect("Could not parse line"))
-        .collect()
-}
-
-fn create_cached_property() -> CachedProperty<u32> {
-    let mut node_property = HashMap::new();
-    let mut edge_property = HashMap::new();
-
-    node_property.insert(
-        0u32,
-        json!({
-        "name":"Bhello",
-        "age":15,
-        }),
-    );
-
-    node_property.insert(
-        1,
-        json!({
-        "name":"Jack",
-        "age":6,
-        }),
-    );
-
-    node_property.insert(
-        2,
-        json!({
-        "name":"Thello",
-        "age":3,
-        }),
-    );
-
-    node_property.insert(
-        3,
-        json!({
-        "name":"hello",
-        "age":5,
-        }),
-    );
-
-    node_property.insert(
-        4,
-        json!({
-        "name":"Chello",
-        "age":13,
-        }),
-    );
-
-    node_property.insert(
-        5,
-        json!({
-        "name":"Shello",
-        "age":1,
-        }),
-    );
-
-    edge_property.insert(
-        (0u32, 1),
-        json!({
-        "friend_since":"2018-11-15",
-        }),
-    );
-
-    CachedProperty::with_data(node_property, edge_property, false)
-}
diff --git a/tests/result_parser.rs b/tests/result_parser.rs
deleted file mode 100644
index 6991a4a4..00000000
--- a/tests/result_parser.rs
+++ /dev/null
@@ -1,54 +0,0 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-extern crate rust_graph;
-extern crate serde_json;
-//extern crate sled;
-
-use std::path::Path;
-
-use rust_graph::property::parse_result_blueprint;
-
-use std::fs::File;
-use std::io::prelude::*;
-use std::io::BufReader;
-
-#[test]
-fn test_cypher_three_attributes() {
-    // MATCH (p:Person) WHERE p.age > 10 RETURN p, p.name, p.age, count(p)
-
-    let cypher_tree = lines_from_file("tests/cypher_tree/10.txt");
-    let exp = parse_result_blueprint(cypher_tree);
-    assert_eq!(exp.get_node_elements().len(), 4);
-}
-
-#[test]
-fn test_cypher_movie_query() {
-    let cypher_tree = lines_from_file("tests/cypher_tree/11.txt");
-    let _exp = parse_result_blueprint(cypher_tree);
-}
-
-fn lines_from_file(filename: impl AsRef<Path>) -> Vec<String> {
-    let file = File::open(filename).expect("no such file");
-    let buf = BufReader::new(file);
-    buf.lines()
-        .map(|l| l.expect("Could not parse line"))
-        .collect()
-}

From 6d9a0d762d6e312e049790909f0d7671b3f16db2 Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Wed, 17 Jul 2019 14:14:25 +1000
Subject: [PATCH 311/391] format code

---
 src/io/csv/reader.rs | 7 +++----
 1 file changed, 3 insertions(+), 4 deletions(-)

diff --git a/src/io/csv/reader.rs b/src/io/csv/reader.rs
index c0bd2179..af5784a5 100644
--- a/src/io/csv/reader.rs
+++ b/src/io/csv/reader.rs
@@ -18,6 +18,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
+use std::collections::BTreeMap;
 /// Nodes:
 /// node_id <sep> node_label(optional)
 ///
@@ -30,13 +31,11 @@ use std::marker::PhantomData;
 use std::path::{Path, PathBuf};
 
 use csv::ReaderBuilder;
-use serde::Deserialize;
-use serde_json::{from_str, to_value};
-
 use generic::{IdType, Iter, MutGraphTrait};
 use io::csv::record::{EdgeRecord, NodeRecord, PropEdgeRecord, PropNodeRecord};
 use io::csv::JsonValue;
-use std::collections::btree_map::BTreeMap;
+use serde::Deserialize;
+use serde_json::{from_str, to_value};
 
 #[derive(Debug)]
 pub struct CSVReader<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a = NL> {

From 5cac82b4240439b72a6ed17795a70ce256a7ca6f Mon Sep 17 00:00:00 2001
From: Michael Chen <920901835@qq.com>
Date: Mon, 22 Jul 2019 17:42:36 +0800
Subject: [PATCH 312/391] feat:csv_reader support on hdfs

---
 Cargo.toml                                |   1 +
 src/io/csv/mod.rs                         |  25 +
 src/io/csv/reader.rs                      |  64 +-
 src/io/hdfs/Cargo.toml                    |  18 +
 src/io/hdfs/build.rs                      |  35 +
 src/io/hdfs/src/dfs.rs                    | 897 ++++++++++++++++++++
 src/io/hdfs/src/err.rs                    |  39 +
 src/io/hdfs/src/lib.rs                    | 109 +++
 src/io/hdfs/src/libhdfs/exception.h       | 157 ++++
 src/io/hdfs/src/libhdfs/hdfs.h            | 811 ++++++++++++++++++
 src/io/hdfs/src/libhdfs/hdfs_test.h       |  64 ++
 src/io/hdfs/src/libhdfs/jni_helper.h      | 161 ++++
 src/io/hdfs/src/libhdfs/native_mini_dfs.c | 372 ++++++++
 src/io/hdfs/src/libhdfs/native_mini_dfs.h | 121 +++
 src/io/hdfs/src/libhdfs/platform.h        |  34 +
 src/io/hdfs/src/minidfs.rs                |  81 ++
 src/io/hdfs/src/native.rs                 | 981 ++++++++++++++++++++++
 src/io/hdfs/src/util.rs                   |  73 ++
 src/lib.rs                                |   1 +
 tests/io.rs                               |  23 +-
 20 files changed, 4062 insertions(+), 5 deletions(-)
 create mode 100644 src/io/hdfs/Cargo.toml
 create mode 100644 src/io/hdfs/build.rs
 create mode 100644 src/io/hdfs/src/dfs.rs
 create mode 100644 src/io/hdfs/src/err.rs
 create mode 100644 src/io/hdfs/src/lib.rs
 create mode 100644 src/io/hdfs/src/libhdfs/exception.h
 create mode 100644 src/io/hdfs/src/libhdfs/hdfs.h
 create mode 100644 src/io/hdfs/src/libhdfs/hdfs_test.h
 create mode 100644 src/io/hdfs/src/libhdfs/jni_helper.h
 create mode 100644 src/io/hdfs/src/libhdfs/native_mini_dfs.c
 create mode 100644 src/io/hdfs/src/libhdfs/native_mini_dfs.h
 create mode 100644 src/io/hdfs/src/libhdfs/platform.h
 create mode 100644 src/io/hdfs/src/minidfs.rs
 create mode 100644 src/io/hdfs/src/native.rs
 create mode 100644 src/io/hdfs/src/util.rs

diff --git a/Cargo.toml b/Cargo.toml
index 52b13f86..c69a2f5a 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -28,6 +28,7 @@ fxhash = "0.2.1"
 rocksdb = "0.12.2"
 lru = "0.1.15"
 scoped_threadpool = "0.1.9"
+hdfs={path="src//io//hdfs"}
 
 
 [dev-dependencies]
diff --git a/src/io/csv/mod.rs b/src/io/csv/mod.rs
index 500ea8a6..f501463b 100644
--- a/src/io/csv/mod.rs
+++ b/src/io/csv/mod.rs
@@ -72,3 +72,28 @@ pub fn read_from_csv<Id, NL, EL, G, P>(
 
     reader.read(g)
 }
+
+pub fn read_from_hdfs<Id, NL, EL, G, P>(
+    g: &mut G,
+    path_to_nodes: Vec<P>,
+    path_to_edges: Vec<P>,
+    separator: Option<&str>,
+    has_headers: bool,
+    is_flexible: bool,
+) where
+    for<'de> Id: IdType + Serialize + Deserialize<'de>,
+    for<'de> NL: Hash + Eq + Serialize + Deserialize<'de>,
+    for<'de> EL: Hash + Eq + Serialize + Deserialize<'de>,
+    G: MutGraphTrait<Id, NL, EL>,
+    P: AsRef<Path>,
+{
+    let mut reader = CSVReader::new(path_to_nodes, path_to_edges)
+        .headers(has_headers)
+        .flexible(is_flexible);
+
+    if let Some(sep) = separator {
+        reader = reader.with_separator(sep);
+    }
+
+    reader.read_hdfs(g)
+}
diff --git a/src/io/csv/reader.rs b/src/io/csv/reader.rs
index af5784a5..b1b8591a 100644
--- a/src/io/csv/reader.rs
+++ b/src/io/csv/reader.rs
@@ -32,10 +32,13 @@ use std::path::{Path, PathBuf};
 
 use csv::ReaderBuilder;
 use generic::{IdType, Iter, MutGraphTrait};
+use hdfs::{HdfsFs, HdfsFsCache};
 use io::csv::record::{EdgeRecord, NodeRecord, PropEdgeRecord, PropNodeRecord};
 use io::csv::JsonValue;
 use serde::Deserialize;
 use serde_json::{from_str, to_value};
+use std::cell::RefCell;
+use std::rc::Rc;
 
 #[derive(Debug)]
 pub struct CSVReader<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a = NL> {
@@ -134,10 +137,8 @@ where
         let iter = vec
             .into_iter()
             .map(move |path_to_nodes| {
-                info!(
-                    "Reading nodes from {}",
-                    path_to_nodes.as_path().to_str().unwrap()
-                );
+                let str_node_path = path_to_nodes.as_path().to_str().unwrap();
+                info!("Reading nodes from {}", str_node_path);
 
                 ReaderBuilder::new()
                     .has_headers(has_headers)
@@ -174,6 +175,7 @@ where
         let iter = vec
             .into_iter()
             .map(move |path_to_edges| {
+                let str_edge_path = path_to_edges.as_path().to_str().unwrap();
                 info!(
                     "Reading edges from {}",
                     path_to_edges.as_path().to_str().unwrap()
@@ -284,6 +286,60 @@ where
 
         Iter::new(Box::new(iter))
     }
+
+    /// **Note**: `path_to_nodes` or `path_to_edges` need to be formatted as `hdfs://localhost:9000/xx/xxx.csv`.
+    pub fn read_hdfs<G: MutGraphTrait<Id, NL, EL, L>, L: IdType>(&self, g: &mut G) {
+        let hdfs_cache = Rc::new(RefCell::new(HdfsFsCache::new()));
+        for path in self.path_to_nodes.clone() {
+            let str_node_path = path.as_path().to_str().unwrap();
+            info!("Adding nodes from {}", str_node_path);
+            let fs: HdfsFs = hdfs_cache.borrow_mut().get(str_node_path).ok().unwrap();
+            let hfile = fs.open(str_node_path).unwrap();
+            if !hfile.is_readable() {
+                warn!("{:?} are not avaliable!", str_node_path);
+            }
+            let rdr = ReaderBuilder::new()
+                .has_headers(self.has_headers)
+                .flexible(self.is_flexible)
+                .delimiter(self.separator)
+                .from_reader(hfile);
+
+            for (i, result) in rdr.into_deserialize().enumerate() {
+                match result {
+                    Ok(_result) => {
+                        let record: NodeRecord<Id, NL> = _result;
+                        record.add_to_graph(g);
+                    }
+                    Err(e) => warn!("Line {:?}: Error when reading csv: {:?}", i + 1, e),
+                }
+            }
+        }
+
+        for path in self.path_to_edges.clone() {
+            let str_edge_path = path.as_path().to_str().unwrap();
+            info!("Adding edges from {}", str_edge_path);
+            let fs: HdfsFs = hdfs_cache.borrow_mut().get(str_edge_path).ok().unwrap();
+            let hfile = fs.open(str_edge_path).unwrap();
+            if !hfile.is_readable() {
+                warn!("{:?} are not avaliable!", str_edge_path);
+            }
+            let rdr = ReaderBuilder::new()
+                .has_headers(self.has_headers)
+                .flexible(self.is_flexible)
+                .delimiter(self.separator)
+                .from_reader(hfile);
+
+            for (i, result) in rdr.into_deserialize().enumerate() {
+                match result {
+                    Ok(_result) => {
+                        let record: EdgeRecord<Id, EL> = _result;
+                        record.add_to_graph(g);
+                    }
+                    Err(e) => warn!("Line {:?}: Error when reading csv: {:?}", i + 1, e),
+                }
+            }
+        }
+    }
 }
 
 fn parse_prop_map(props: &mut BTreeMap<String, JsonValue>) {
diff --git a/src/io/hdfs/Cargo.toml b/src/io/hdfs/Cargo.toml
new file mode 100644
index 00000000..167705dd
--- /dev/null
+++ b/src/io/hdfs/Cargo.toml
@@ -0,0 +1,18 @@
+[package]
+name = "hdfs"
+version = "0.0.4"
+
+build = "build.rs"
+
+[lib]
+name = "hdfs"
+path = "src/lib.rs"
+
+[dependencies]
+itertools = "0.4.1"
+libc = "0.1.10"
+log = "0.3.2"
+url = "0.2.37"
+
+[build-dependencies]
+gcc = "0.3.17"
diff --git a/src/io/hdfs/build.rs b/src/io/hdfs/build.rs
new file mode 100644
index 00000000..b7819847
--- /dev/null
+++ b/src/io/hdfs/build.rs
@@ -0,0 +1,35 @@
+extern crate gcc;
+
+use std::env;
+
+fn main() {
+
+  // for libhdfs.a
+  match env::var("HADOOP_HOME") {
+    Ok(val) => { 
+      println!("cargo:rustc-link-search=native={}/lib/native", val); 
+    },
+    Err(e) => { panic!("HADOOP_HOME shell environment must be set: {}", e); }
+  }
+
+  // for jvm.h and linking to jni libraries
+  let mut minidfs_config = gcc::Config::new();  
+  minidfs_config.file("src/libhdfs/native_mini_dfs.c").include("src/libhdfs");
+
+  match env::var("JAVA_HOME") {
+    Ok(val) => { 
+      minidfs_config.include(format!("{}/include/", val));
+      if cfg!(target_os = "linux") {
+        minidfs_config
+          .include(format!("{}/include/linux", val));
+      } else if cfg!(target_os = "macos") {
+        minidfs_config
+          .include(format!("{}/include/darwin", val));
+      }
+      // TODO - to be changed to consider a dependent platform.
+    },
+    Err(e) => { panic!("JAVA_HOME shell environment must be set: {}", e); }
+  }
+
+  minidfs_config.compile("libminidfs.a");
+}
diff --git a/src/io/hdfs/src/dfs.rs b/src/io/hdfs/src/dfs.rs
new file mode 100644
index 00000000..4c469e63
--- /dev/null
+++ b/src/io/hdfs/src/dfs.rs
@@ -0,0 +1,897 @@
+use std::collections::HashMap;
+use std::marker::PhantomData;
+use std::{mem, io};
+use std::rc::Rc;
+use std::slice;
+use std::string::String;
+use std::sync::Mutex;
+use std::ffi::{CString, CStr};
+
+use url::{UrlParser,SchemeType};
+use libc::{c_char, c_int, c_short, c_void, int16_t, int32_t, int64_t, time_t};
+
+use err::HdfsErr;
+use native::*;
+use util::{chars_to_str, str_to_chars, bool_to_c_int};
+use std::io::{Error, ErrorKind};
+use std::result::Result::Err;
+
+const O_RDONLY: c_int = 0;
+const O_WRONLY: c_int = 1;
+const O_APPEND: c_int = 1024;
+
+/// Options for zero-copy read
+pub struct RzOptions {
+  ptr: *const hadoopRzOptions
+}
+
+impl Drop for RzOptions {
+  fn drop(&mut self) {
+    unsafe { hadoopRzOptionsFree(self.ptr) }
+  }
+}
+
+impl RzOptions {
+  pub fn new() -> RzOptions {
+    RzOptions { ptr: unsafe { hadoopRzOptionsAlloc() } }
+  }
+
+  pub fn skip_checksum(&self, skip: bool) -> Result<bool, HdfsErr> {
+    let res = unsafe {
+      hadoopRzOptionsSetSkipChecksum(self.ptr, bool_to_c_int(skip))
+    };
+
+    if res == 0 {
+      Ok(true)
+    } else {
+      Err(HdfsErr::Unknown)
+    }
+  }
+
+  pub fn set_bytebuffer_pool(&self, class_name: &str)
+      -> Result<bool, HdfsErr> {
+
+    let res = unsafe {
+      let mut s_class_name = String::from(class_name);
+      hadoopRzOptionsSetByteBufferPool(self.ptr, str_to_chars(&mut s_class_name))
+    };
+
+    if res == 0 {
+      Ok(true)
+    } else {
+      Err(HdfsErr::Unknown)
+    }
+  }
+}
+
+/// A buffer returned from zero-copy read.
+/// This buffer will be automatically freed when its lifetime is finished.
+pub struct RzBuffer<'a> {
+  file: &'a HdfsFile<'a>,
+  ptr: *const hadoopRzBuffer
+}
+
+impl<'a> Drop for RzBuffer<'a> {
+  fn drop(&mut self) {
+    unsafe { hadoopRzBufferFree(self.file.file, self.ptr) }
+  }
+}
+
+impl<'a> RzBuffer<'a> {
+  /// Get the length of a raw buffer returned from zero-copy read.
+  pub fn len(&self) -> i32 {
+    (unsafe { hadoopRzBufferLength(self.ptr) }) as i32
+  }
+
+  /// Get a pointer to the raw buffer returned from zero-copy read.
+  pub fn as_ptr(&self) -> Result<*const u8, HdfsErr> {
+    let ptr = unsafe {
+        hadoopRzBufferGet(self.ptr)
+    };
+
+    if !ptr.is_null() {
+      Ok( ptr as *const u8 )
+     } else {
+      Err(HdfsErr::Unknown)
+     }
+  }
+
+  /// Get a Slice transformed from a raw buffer
+  pub fn as_slice(&'a self) -> Result<&[u8], HdfsErr> {
+     let ptr = unsafe {
+        hadoopRzBufferGet(self.ptr) as *const u8
+     };
+
+     let len = unsafe {
+      hadoopRzBufferLength(self.ptr) as usize
+     };
+
+     if !ptr.is_null() {
+      Ok(unsafe { mem::transmute(slice::from_raw_parts(ptr, len as usize)) })
+     } else {
+      Err(HdfsErr::Unknown)
+     }
+  }
+}
+
+/// Includes hostnames where a particular block of a file is stored.
+pub struct BlockHosts {
+  ptr: *const *const *const c_char
+}
+
+impl Drop for BlockHosts {
+  fn drop(&mut self) {
+    unsafe { hdfsFreeHosts(self.ptr) };
+  }
+}
+
+/// Safely deallocable hdfsFileInfo pointer
+struct HdfsFileInfoPtr {
+  pub ptr: *const hdfsFileInfo,
+  pub len: i32
+}
+
+/// for safe deallocation
+impl<'a> Drop for HdfsFileInfoPtr {
+  fn drop(&mut self) {
+    unsafe { hdfsFreeFileInfo(self.ptr, self.len) };
+  }
+}
+
+impl HdfsFileInfoPtr {
+  fn new(ptr: *const hdfsFileInfo) -> HdfsFileInfoPtr {
+    HdfsFileInfoPtr {
+      ptr: ptr,
+      len: 1
+    }
+  }
+  
+  pub fn new_array(ptr: *const hdfsFileInfo, len: i32) -> HdfsFileInfoPtr {
+    HdfsFileInfoPtr {
+      ptr: ptr,
+      len: len
+    }
+  }
+}
+
+/// Interface that represents the client side information for a file or directory.
+pub struct FileStatus<'a> {
+  raw: Rc<HdfsFileInfoPtr>,
+  idx: u32,
+  _marker: PhantomData<&'a ()>
+}
+
+impl<'a> FileStatus<'a> {
+  #[inline]
+  /// create FileStatus from *const hdfsFileInfo
+  fn new(ptr: *const hdfsFileInfo) -> FileStatus<'a> {
+    FileStatus {
+      raw: Rc::new(HdfsFileInfoPtr::new(ptr)),
+      idx: 0,
+      _marker: PhantomData
+    }
+  }
+  
+  /// create FileStatus from *const hdfsFileInfo which points 
+  /// to dynamically allocated array.
+  #[inline]
+  fn from_array(raw: Rc<HdfsFileInfoPtr>, idx: u32) -> FileStatus<'a> {
+    FileStatus {
+      raw: raw,
+      idx: idx,
+      _marker: PhantomData
+    }
+  }
+  
+  #[inline]
+  fn ptr(&self) -> *const hdfsFileInfo {
+    unsafe {self.raw.ptr.offset(self.idx as isize)}
+  }
+  
+  /// Get the name of the file
+  #[inline]
+  pub fn name(&self) -> &'a str 
+  { 
+    chars_to_str(unsafe {&*self.ptr()}.mName) 
+  }
+  
+  /// Is this a file?
+  #[inline]
+  pub fn is_file(&self) -> bool {
+    match unsafe {&*self.ptr()}.mKind {
+      tObjectKind::kObjectKindFile => true,
+      tObjectKind::kObjectKindDirectory => false,
+    }
+  }
+  
+  /// Is this a directory?
+  #[inline]
+  pub fn is_directory(&self) -> bool {
+    match unsafe {&*self.ptr()}.mKind {
+      tObjectKind::kObjectKindFile => false,
+      tObjectKind::kObjectKindDirectory => true,
+    }
+  }
+  
+  /// Get the owner of the file
+  #[inline]
+  pub fn owner(&self) -> &'a str
+  {
+    chars_to_str(unsafe {&*self.ptr()}.mOwner)
+  }
+  
+  /// Get the group associated with the file
+  #[inline]
+  pub fn group(&self) -> &'a str
+  {
+    chars_to_str(unsafe {&*self.ptr()}.mGroup)
+  }
+  
+  /// Get the permissions associated with the file
+  #[inline]
+  pub fn permission(&self) -> i16
+  {
+    unsafe {&*self.ptr()}.mPermissions as i16
+  }
+  
+  /// Get the length of this file, in bytes.
+  #[inline]
+  pub fn len(&self) -> usize 
+  {
+    unsafe {&*self.ptr()}.mSize as usize
+  }
+  
+  /// Get the block size of the file.
+  #[inline]
+  pub fn block_size(&self) -> usize
+  {
+    unsafe {&*self.ptr()}.mBlockSize as usize
+  }
+  
+  /// Get the replication factor of a file.
+  #[inline]
+  pub fn replica_count(&self) -> i16
+  {
+    unsafe {&*self.ptr()}.mReplication as i16
+  }
+  
+  /// Get the last modification time for the file in seconds
+  #[inline]
+  pub fn last_modified(&self) -> time_t
+  {
+    unsafe {&*self.ptr()}.mLastMod
+  }
+  
+  /// Get the last access time for the file in seconds
+  #[inline]
+  pub fn last_accced(&self) -> time_t
+  {
+    unsafe {&*self.ptr()}.mLastAccess
+  }
+}
+
+/// Hdfs Filesystem
+///
+/// It is basically thread safe because the native API for hdfsFs is thread-safe. 
+#[derive(Clone)]
+#[allow(raw_pointer_derive)]
+pub struct HdfsFs<'a> {
+  url: String,
+  raw: *const hdfsFS,
+  _marker: PhantomData<&'a ()>
+}
+
+impl<'a> HdfsFs<'a> {
+  /// create HdfsFs instance. Please use HdfsFsCache rather than using this API directly. 
+  #[inline]
+  fn new(url: String, raw: *const hdfsFS) -> HdfsFs<'a>
+  {
+    HdfsFs {
+      url: url,
+      raw: raw,
+      _marker: PhantomData
+    }
+  }
+  
+  /// Get HDFS namenode url
+  #[inline]
+  pub fn url(&self) -> &str
+  {
+    &self.url
+  }
+  
+  /// Get a raw pointer of JNI API's HdfsFs
+  #[inline]
+  pub fn raw(&self) -> *const hdfsFS
+  {
+    self.raw
+  }
+
+  /// Open a file for append
+  pub fn append(&self, path: &str) -> Result<HdfsFile, HdfsErr> {
+    if !self.exist(path) {
+      return Err(HdfsErr::FileNotFound(path.to_owned()));
+    }
+
+    let file = unsafe {
+      let mut s_path = String::from(path);
+      hdfsOpenFile(self.raw, str_to_chars(&mut s_path), O_APPEND, 0,0,0)
+    };
+
+    if file.is_null() {
+      Err(HdfsErr::Unknown)
+    } else {
+      Ok(HdfsFile {fs: self, path: path.to_owned(), file: file})
+    }
+  }
+
+  /// set permission
+  pub fn chmod(&self, path: &str, mode: i16) -> bool {
+    (unsafe {
+      let mut s_path = String::from(path);
+      hdfsChmod(self.raw, str_to_chars(&mut s_path), mode as c_short)}) == 0
+  }
+
+  pub fn chown(&self, path: &str, owner: &str, group: &str) -> bool {
+    (unsafe {
+      let mut s_path = String::from(path);
+      let mut s_own = String::from(owner);
+      let mut s_group = String::from(group);
+      hdfsChown(self.raw, str_to_chars(&mut s_path),
+        str_to_chars(&mut s_own), str_to_chars(&mut s_group))}) == 0
+  }
+
+  #[inline]
+  pub fn create(&self, path: &str) -> Result<HdfsFile, HdfsErr> {
+    self.create_with_params(path, false, 0, 0, 0)
+  }
+
+  #[inline]
+  pub fn create_with_overwrite(&self, path: &str,
+    overwrite: bool) -> Result<HdfsFile, HdfsErr> {
+
+    self.create_with_params(path, overwrite, 0, 0, 0)
+  }
+
+  pub fn create_with_params(
+    &'a self,
+    path: &str,
+    overwrite: bool,
+    buf_size: i32,
+    replica_num: i16,
+    block_size: i32) -> Result<HdfsFile, HdfsErr> {
+
+    if !overwrite && self.exist(path) {
+      return Err(HdfsErr::FileAlreadyExists(path.to_owned()));
+    }
+
+    let file = unsafe {
+      let mut s_path = String::from(path);
+      hdfsOpenFile(self.raw, str_to_chars(&mut s_path), O_WRONLY,
+        buf_size as c_int, replica_num as c_short, block_size as int32_t)
+    };
+
+    if file.is_null() {
+      Err(HdfsErr::Unknown)
+    } else {
+      Ok(HdfsFile {fs: self, path: path.to_owned(), file: file})
+    }
+  }
+
+  /// Get the default blocksize.
+  pub fn default_blocksize(&self) -> Result<usize, HdfsErr> {
+    let block_sz = unsafe { hdfsGetDefaultBlockSize(self.raw) };
+
+    if block_sz > 0 {
+      Ok(block_sz as usize)
+    } else {
+      Err(HdfsErr::Unknown)
+    }
+  }
+
+  /// Get the default blocksize at the filesystem indicated by a given path.
+  pub fn block_size(&self, path: &str) -> Result<usize, HdfsErr> {
+    let block_sz = unsafe {
+      let mut s_path = String::from(path);
+      hdfsGetDefaultBlockSizeAtPath(self.raw, str_to_chars(&mut s_path))
+    };
+
+    if block_sz > 0 {
+      Ok(block_sz as usize)
+    } else {
+      Err(HdfsErr::Unknown)
+    }
+  }
+
+  /// Return the raw capacity of the filesystem.
+  pub fn capacity(&self) -> Result<usize, HdfsErr> {
+    let block_sz = unsafe {
+      hdfsGetCapacity(self.raw)
+    };
+
+    if block_sz > 0 {
+      Ok(block_sz as usize)
+    } else {
+      Err(HdfsErr::Unknown)
+    }
+  }
+
+  /// Delete file.
+  pub fn delete(&self, path: &str, recursive: bool) -> Result<bool, HdfsErr> {
+    let res = unsafe {
+      let mut s_path = String::from(path);
+      hdfsDelete(self.raw, str_to_chars(&mut s_path), recursive as c_int)
+    };
+
+    if res == 0 {
+      Ok(true)
+    } else {
+      Err(HdfsErr::Unknown)
+    }
+  }
+
+  /// Checks if a given path exsits on the filesystem
+  pub fn exist(&self, path: &str) -> bool {
+    let path = CString::new(path.as_bytes()).unwrap();
+    if unsafe {hdfsExists(self.raw, path.as_ptr())} == 0 {
+      true
+    } else {
+      false
+    }
+  }
+
+  /// Get hostnames where a particular block (determined by
+  /// pos & blocksize) of a file is stored. The last element in the array
+  /// is NULL. Due to replication, a single block could be present on
+  /// multiple hosts.
+  pub fn get_hosts(&self, path: &str, start: usize, length: usize)
+      -> Result<BlockHosts, HdfsErr> {
+
+    let ptr = unsafe {
+      let mut s_path = String::from(path);
+      hdfsGetHosts(self.raw, str_to_chars(&mut s_path),
+        start as int64_t, length as int64_t)
+    };
+
+    if !ptr.is_null() {
+      Ok(BlockHosts {ptr: ptr})
+    } else {
+      Err(HdfsErr::Unknown)
+    }
+  }
+
+  /// create a directory
+  pub fn mkdir(&self, path: &str) -> Result<bool, HdfsErr> {
+    if unsafe{
+      let mut s_path = String::from(path);
+      hdfsCreateDirectory(self.raw, str_to_chars(&mut s_path))} == 0 {
+      Ok(true)
+    } else {
+      Err(HdfsErr::Unknown)
+    }
+  }
+
+  /// open a file to read
+  #[inline]
+  pub fn open(&self, path: &str) -> Result<HdfsFile, HdfsErr> {
+    self.open_with_bufsize(path, 0)
+  }
+
+  /// open a file to read with a buffer size
+  pub fn open_with_bufsize(&self, path: &str, buf_size: i32)
+      -> Result<HdfsFile, HdfsErr> {
+
+    let file = unsafe {
+      let mut s_path = String::from(path);
+      hdfsOpenFile(self.raw, str_to_chars(&mut s_path), O_RDONLY,
+        buf_size as c_int, 0, 0)
+    };
+
+    if file.is_null() {
+      Err(HdfsErr::Unknown)
+    } else {
+      Ok(HdfsFile {fs: self, path: path.to_owned(), file: file})
+    }
+  }
+
+  /// Set the replication of the specified file to the supplied value
+  pub fn set_replication(&self, path: &str, num: i16)
+      -> Result<bool, HdfsErr> {
+
+    let res = unsafe {
+      let mut s_path = String::from(path);
+      hdfsSetReplication(self.raw, str_to_chars(&mut s_path), num as int16_t)
+    };
+
+    if res == 0 {
+      Ok(true)
+    } else {
+      Err(HdfsErr::Unknown)
+    }
+  }
+
+  /// Rename file.
+  pub fn rename(&self, old_path: &str, new_path: &str)
+      -> Result<bool, HdfsErr> {
+
+    let res = unsafe {
+      let mut s_old_path = String::from(old_path);
+      let mut s_new_path = String::from(new_path);
+      hdfsRename(self.raw, str_to_chars(&mut s_old_path), str_to_chars(&mut s_new_path))
+    };
+
+    if res == 0 {
+      Ok(true)
+    } else {
+      Err(HdfsErr::Unknown)
+    }
+  }
+
+  /// Return the total raw size of all files in the filesystem.
+  pub fn used(&self) -> Result<usize, HdfsErr> {
+    let block_sz = unsafe {
+      hdfsGetUsed(self.raw)
+    };
+
+    if block_sz > 0 {
+      Ok(block_sz as usize)
+    } else {
+      Err(HdfsErr::Unknown)
+    }
+  }
+  
+  pub fn list_status(&self, path: &str) -> Result<Vec<FileStatus>, HdfsErr> {
+    let mut entry_num: c_int = 0;
+    
+    let ptr = unsafe {
+      let mut s_path = String::from(path);
+      hdfsListDirectory(self.raw, str_to_chars(&mut s_path), &mut entry_num)
+    };
+    
+    if ptr.is_null() {
+      return Err(HdfsErr::Unknown)
+    }
+    
+    let shared_ptr = Rc::new(HdfsFileInfoPtr::new_array(ptr, entry_num));
+    
+    let mut list = Vec::new(); 
+    for idx in 0 .. entry_num {
+      list.push(FileStatus::from_array(shared_ptr.clone(), idx as u32));
+    }
+    
+    Ok(list)
+  }    
+  
+  pub fn get_file_status(&self, path: &str) -> Result<FileStatus, HdfsErr> {
+    let ptr = unsafe {
+      let mut s_path = String::from(path);
+      hdfsGetPathInfo(self.raw, str_to_chars(&mut s_path))
+    };
+    
+    if ptr.is_null() {
+      Err(HdfsErr::Unknown)
+    } else {
+      Ok(FileStatus::new(ptr))
+    }
+  }
+}
+
+/// open hdfs file
+pub struct HdfsFile<'a> {
+  fs: &'a HdfsFs<'a>,
+  path: String,
+  file: *const hdfsFile
+}
+
+impl<'a> io::Read for HdfsFile<'a>{
+  fn read(&mut self, buf: &mut [u8]) -> Result<usize, Error> {
+    let read_len = unsafe {
+      hdfsRead(self.fs.raw, self.file, buf.as_ptr() as *mut c_void,
+               buf.len() as tSize)
+    };
+    if read_len >= 0 {
+      Ok(read_len as usize)
+    } else {
+      Err(Error::new(ErrorKind::Other,HdfsErr::Unknown))
+    }
+  }
+}
+
+impl<'a> HdfsFile<'a> {
+
+  pub fn available(&self) -> Result<bool, HdfsErr> {
+    if unsafe { hdfsAvailable(self.fs.raw, self.file) } == 0 {
+      Ok(true)
+    } else {
+      Err(HdfsErr::Unknown)
+    }
+  }
+
+  /// Close the opened file
+  pub fn close(&self) -> Result<bool, HdfsErr> {
+    if unsafe {hdfsCloseFile(self.fs.raw, self.file)} == 0 {
+      Ok(true)
+    } else {
+      Err(HdfsErr::Unknown)
+    }
+  }
+
+  /// Flush the data.
+  pub fn flush(&self) -> bool {
+    (unsafe { hdfsFlush(self.fs.raw, self.file) }) == 0
+  }
+
+  /// Flush out the data in client's user buffer. After the return of this
+  /// call, new readers will see the data.
+  pub fn hflush(&self) -> bool {
+    (unsafe { hdfsHFlush(self.fs.raw, self.file) }) == 0
+  }
+
+  /// Similar to posix fsync, Flush out the data in client's
+  /// user buffer. all the way to the disk device (but the disk may have
+  /// it in its cache).
+  pub fn hsync(&self) -> bool {
+    (unsafe { hdfsHSync(self.fs.raw, self.file) }) == 0
+  }
+
+  /// Determine if a file is open for read.
+  pub fn is_readable(&self) -> bool {
+    (unsafe { hdfsFileIsOpenForRead(self.file) }) == 1
+  }
+
+  /// Determine if a file is open for write.
+  pub fn is_writable(&self) -> bool {
+    (unsafe { hdfsFileIsOpenForWrite(self.file) }) == 1
+  }
+
+  /// Return a file path
+  pub fn path(&'a self) -> &'a str {
+    &self.path
+  }
+
+  /// Get the current offset in the file, in bytes.
+  pub fn pos(&self) -> Result<u64, HdfsErr> {
+    let pos = unsafe {hdfsTell(self.fs.raw, self.file)};
+
+    if pos > 0 {
+      Ok(pos as u64)
+    } else {
+      Err(HdfsErr::Unknown)
+    }
+  }
+
+  /// Read data from an open file.
+//  pub fn read(&self, buf: &mut [u8]) -> Result<i32, HdfsErr> {
+//    let read_len = unsafe {
+//      hdfsRead(self.fs.raw, self.file, buf.as_ptr() as *mut c_void,
+//        buf.len() as tSize)
+//    };
+//
+//    if read_len > 0 {
+//      Ok(read_len as i32)
+//    } else {
+//      Err(HdfsErr::Unknown)
+//    }
+//  }
+
+  /// Positional read of data from an open file.
+  pub fn read_with_pos(&self, pos: i64, buf: &mut [u8]) -> Result<i32, HdfsErr> {
+    let read_len = unsafe {
+      hdfsPread(self.fs.raw, self.file, pos as tOffset,
+        buf.as_ptr() as *mut c_void, buf.len() as tSize)
+    };
+
+    if read_len > 0 {
+      Ok(read_len as i32)
+    } else {
+      Err(HdfsErr::Unknown)
+    }
+  }
+
+  /// Perform a byte buffer read. If possible, this will be a zero-copy
+  /// (mmap) read.
+  pub fn read_zc(&'a self, opts: &RzOptions, max_len: i32) -> Result<RzBuffer<'a>, HdfsErr> {
+    let buf : *const hadoopRzBuffer = unsafe {
+      hadoopReadZero(self.file, opts.ptr, max_len as int32_t)
+    };
+
+    if !buf.is_null() {
+      Ok(RzBuffer {file: self, ptr: buf})
+    } else {
+      Err(HdfsErr::Unknown)
+    }
+  }
+
+  /// Seek to given offset in file.
+  pub fn seek(&self, offset: u64) -> bool {
+    (unsafe { hdfsSeek(self.fs.raw, self.file, offset as tOffset) }) == 0
+  }
+
+  /// Write data into an open file.
+  pub fn write(&self, buf: &[u8]) -> Result<i32, HdfsErr> {
+    let written_len = unsafe {
+      hdfsWrite(self.fs.raw, self.file,
+        buf.as_ptr() as *mut c_void, buf.len() as tSize)
+    };
+
+    if written_len > 0 {
+      Ok(written_len)
+    } else {
+      Err(HdfsErr::Unknown)
+    }
+  }
+}
+
+
+static LOCAL_FS_SCHEME: &'static str = "file";
+
+/// for HDFS URL scheme (i.e., hdfs://)
+fn hdfs_scheme_handler(scheme: &str) -> SchemeType 
+{
+  match scheme {
+    "file" => SchemeType::FileLike,
+    "hdfs" => SchemeType::Relative(50070),
+    _ => panic!("Unsupported scheme: {}", scheme)
+  }
+}
+
+/// HdfsFsCache which caches HdfsFs instances.  
+///
+/// The original libhdfs allows only one HdfsFs instance for the same namenode. In otherwords,
+/// Some APIs of libhdfs are not thread-safe. So, You must get HdfsFs instance through HdfsFsCache, 
+/// caching initialized HdfsFs instances and returning them.  
+pub struct HdfsFsCache<'a> 
+{
+  fs_map: Mutex<HashMap<String, HdfsFs<'a>>>,
+  url_parser: UrlParser<'a>
+}
+
+impl<'a> HdfsFsCache<'a> 
+{
+  pub fn new() -> HdfsFsCache<'a> 
+  {
+    let mut url_parser = UrlParser::new();
+    url_parser.scheme_type_mapper(hdfs_scheme_handler);
+
+    HdfsFsCache {
+      fs_map: Mutex::new(HashMap::new()),
+      url_parser: url_parser
+    }
+  }
+
+  #[inline]
+  fn get_namenode_uri(&self, path: &str) -> Result<String, HdfsErr> 
+  {
+    match self.url_parser.parse(path) {
+      Ok(url) => {
+        
+        if &url.scheme == LOCAL_FS_SCHEME {
+          return Ok("file:///".to_string());
+          
+        } else {
+          let mut uri_builder = String::new();
+          if url.host().is_some() {
+            uri_builder.push_str(&(
+              format!("{}://{}", &url.scheme, url.host().unwrap())));
+
+            if url.port().is_some() {
+              uri_builder.push_str(&(format!(":{}", url.port().unwrap())));
+            }
+
+            return Ok(uri_builder);
+          } else {
+            Err(HdfsErr::InvalidUrl(path.to_string()))
+          }
+        }
+      },
+      Err(_) => Err(HdfsErr::InvalidUrl(path.to_string()))
+    }
+  }
+
+  pub fn get(&mut self, path: &str) -> Result<HdfsFs<'a>, HdfsErr>
+  {
+    let mut namenode_uri = try!(self.get_namenode_uri(path));
+ 
+    let mut map = self.fs_map.lock().unwrap();
+      
+    if !map.contains_key(&namenode_uri) {  
+      let hdfs_fs = unsafe {
+        let hdfs_builder = hdfsNewBuilder();
+        println!("Connecting to Namenode ({})",&namenode_uri);
+        hdfsBuilderSetNameNode(hdfs_builder, str_to_chars(&mut namenode_uri));
+        hdfsBuilderConnect(hdfs_builder)
+      };
+      if hdfs_fs.is_null() {
+        return Err(HdfsErr::CannotConnectToNameNode(namenode_uri.clone()))
+      }
+          
+      map.insert(
+        namenode_uri.clone(),
+        HdfsFs::new(namenode_uri.clone(), hdfs_fs));
+    }
+      
+    Ok(map.get(&namenode_uri).unwrap().clone())
+  }
+}
+
+#[cfg(test)]
+mod test {
+  use std::rc::Rc;
+  use std::cell::RefCell;
+  
+  use itertools::Itertools;
+  
+  use native::MiniDfsConf;
+  use minidfs::*;
+  use super::HdfsFsCache;
+  
+  #[test]
+  fn test_hdfs_connection() {
+  
+    let mut conf = MiniDfsConf::new();
+    let dfs = MiniDFS::start(&mut conf).unwrap();
+    let port = dfs.namenode_port().unwrap();
+  
+    let minidfs_addr = format!("hdfs://localhost:{}", port);
+    let cache = Rc::new(RefCell::new(HdfsFsCache::new()));
+  
+  
+    // Parse namenode uris
+    assert_eq!("file:///".to_string(), cache.borrow_mut().get("file:/blah").ok().unwrap().url);
+    let test_path = format!("hdfs://localhost:{}/users/test", port);
+    println!("Trying to get {}", &test_path);
+    assert_eq!(minidfs_addr, cache.borrow_mut().get(&test_path).ok().unwrap().url);
+  
+  
+  
+    // create a file, check existence, and close
+    let fs = cache.borrow_mut().get(&test_path).ok().unwrap();
+    let test_file = "/test_file";
+    let created_file = match fs.create(test_file) {
+      Ok(f) => f,
+      Err(_) => panic!("Couldn't create a file")
+    };
+    assert!(created_file.close().is_ok());
+    assert!(fs.exist(test_file));
+  
+  
+    // open a file and close
+    let opened_file = fs.open(test_file).ok().unwrap();
+    assert!(opened_file.close().is_ok());
+  
+    match fs.mkdir("/dir1") {
+      Ok(_) => println!("/dir1 created"),
+      Err(_) => panic!("Couldn't create /dir1 directory")
+    };
+    
+    let file_info = fs.get_file_status("/dir1").ok().unwrap();
+    
+    let expected_path = format!("hdfs://localhost:{}/dir1", port);
+    assert_eq!(&expected_path, file_info.name());
+    assert!(!file_info.is_file());
+    assert!(file_info.is_directory());
+    
+    
+    let sub_dir_num = 3;
+    let mut expected_list = Vec::new();
+    for x in 0..sub_dir_num {
+      let filename = format!("/dir1/{}", x);
+      expected_list.push(format!("hdfs://localhost:{}/dir1/{}", port, x));
+      
+      match fs.mkdir(&filename) {
+        Ok(_) => println!("/dir1.x created"),
+        Err(_) => panic!("Couldn't create /dir1 directory")
+      };
+    }
+    
+    let mut list = fs.list_status("/dir1").ok().unwrap();
+    assert_eq!(sub_dir_num, list.len());
+    
+    list.sort_by(|a, b| Ord::cmp(a.name(), b.name()));
+    for (expected, name) in izip!(expected_list, list.iter().map(|status| status.name())) {
+      assert_eq!(expected, name);
+    }
+  
+    dfs.stop();
+  }
+}
\ No newline at end of file
diff --git a/src/io/hdfs/src/err.rs b/src/io/hdfs/src/err.rs
new file mode 100644
index 00000000..990cc2b8
--- /dev/null
+++ b/src/io/hdfs/src/err.rs
@@ -0,0 +1,39 @@
+use std::fmt;
+use std::fmt::{Error, Formatter};
+
+/// Errors which can occur during accessing Hdfs cluster
+pub enum HdfsErr{
+  Unknown,
+  /// file path
+  FileNotFound(String),
+  /// file path           
+  FileAlreadyExists(String),
+  /// namenode address      
+  CannotConnectToNameNode(String),
+  /// URL 
+  InvalidUrl(String) 
+}
+
+impl std::fmt::Debug for HdfsErr{
+  fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
+    let mut error;
+      match self {
+        HdfsErr::Unknown=>error= String::from("Unknow"),
+        HdfsErr::FileNotFound(e)=>error= String::from("FileNotFound"),
+        HdfsErr::FileAlreadyExists(e)=>error= String::from("FileAlreadyExists"),
+        HdfsErr::CannotConnectToNameNode(e)=>error= String::from("CannotConnectToNameNode"),
+        HdfsErr::InvalidUrl(e)=>error= String::from("InvalidUrl"),
+      }
+      write!(f, "{}",error)
+    }
+}
+
+impl fmt::Display for HdfsErr{
+  fn fmt(&self, f: &mut Formatter) -> Result<(), Error> {
+    Ok(())
+  }
+}
+
+impl std::error::Error for HdfsErr{
+
+}
\ No newline at end of file
diff --git a/src/io/hdfs/src/lib.rs b/src/io/hdfs/src/lib.rs
new file mode 100644
index 00000000..cd9c1c6e
--- /dev/null
+++ b/src/io/hdfs/src/lib.rs
@@ -0,0 +1,109 @@
+// Copyright 2015 Hyunsik Choi
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+//! hdfs-rs is a library for accessing to HDFS cluster. 
+//! Basically, it provides libhdfs FFI APIs.
+//! It also provides more idiomatic and abstract Rust APIs, 
+//! hiding manual memory management and some thread-safety problem of libhdfs.
+//! Rust APIs are highly recommended for most users.
+//!
+//! ## Important Note
+//! The original ``libhdfs`` implementation allows only one ``HdfsFs`` instance for the 
+//! same namenode because ``libhdfs`` only keeps a single ``hdfsFs`` entry for each namenode.
+//! As a result, you need to keep a singleton ``HdfsFsCache`` in an entire program, and
+//! you must get ``HdfsFs`` through only ``HdfsFsCache``. For it, you need to share 
+//! ``HdfsFsCache`` instance across all threads in the program. 
+//! Contrast, ``HdfsFs`` instance itself is thread-safe. 
+//!
+//! ## Usage
+//! in Cargo.toml:
+//!
+//! ```ignore
+//! [dependencies]
+//! hdfs = "0.0.4"
+//! ```
+//! or
+//!
+//! ```ignore
+//! [dependencies.hdfs]
+//! git = "https://github.com/hyunsik/hdfs-rs.git"
+//! ```
+//! 
+//! and this to your crate root:
+//! 
+//! ```ignore
+//! extern crate hdfs;
+//! ```
+//!
+//! hdfs-rs uses libhdfs, which is JNI native implementation. JNI native implementation 
+//! requires the proper ``CLASSPATH``. exec.sh included in the source code root plays a role to 
+//! execute your program with the proper ``CLASSPATH``. ``exec.sh`` requires ``HADOOP_HOME``. 
+//! So, you firstly set ``HADOOP_HOME`` shell environment variable as follows:
+//! 
+//! ```ignore
+//! export HADOOP_HOME=<hadoop install dir>
+//! ```
+//! 
+//! Then, you can execute your program as follows:
+//! 
+//! ```ignore
+//! ./exec.sh your_program arg1 arg2
+//! ```
+//!
+//! ## Testing
+//! The test also requires the ``CLASSPATH``. So, you should run ``cargo test`` 
+//! through ``exec.sh``.
+//!
+//! ```ignore
+//! ./exec.sh cargo test
+//! ```
+//!
+//! ## Example
+//!
+//! ```ignore
+//! use std::rc::Rc;
+//! use std::cell::RefCell;
+//! use hdfs::HdfsFsCache;
+//! 
+//! // You must get HdfsFs instance through HdfsFsCache. Also, HdfsFsCache 
+//! // must be shared across all threads in the entire program in order to
+//! // avoid the thread-safe problem of the original libhdfs.
+//! let cache = Rc::new(RefCell::new(HdfsFsCache::new()));  
+//! let fs: HdfsFs = cache.borrow_mut().get("hdfs://localhost:8020/").ok().unwrap();
+//! match fs.mkdir("/data") {
+//!   Ok(_) => { println!("/data has been created") },
+//!   Err(_)  => { panic!("/data creation has failed") }
+//! }; 
+//! ```
+
+#[macro_use] extern crate itertools;
+extern crate libc;
+#[macro_use] extern crate log;
+extern crate url;
+
+mod err;
+pub use err::HdfsErr;
+
+/// libhdfs native binding APIs
+pub mod native;
+
+/// Rust APIs wrapping libhdfs API, providing better semantic and abstraction
+mod dfs;
+pub use dfs::*;
+
+/// Mini HDFS Cluster for easily building unit tests
+pub mod minidfs;
+
+mod util;
+pub use util::HdfsUtil;
diff --git a/src/io/hdfs/src/libhdfs/exception.h b/src/io/hdfs/src/libhdfs/exception.h
new file mode 100644
index 00000000..5fa7fa6e
--- /dev/null
+++ b/src/io/hdfs/src/libhdfs/exception.h
@@ -0,0 +1,157 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#ifndef LIBHDFS_EXCEPTION_H
+#define LIBHDFS_EXCEPTION_H
+
+/**
+ * Exception handling routines for libhdfs.
+ *
+ * The convention we follow here is to clear pending exceptions as soon as they
+ * are raised.  Never assume that the caller of your function will clean up
+ * after you-- do it yourself.  Unhandled exceptions can lead to memory leaks
+ * and other undefined behavior.
+ *
+ * If you encounter an exception, return a local reference to it.  The caller is
+ * responsible for freeing the local reference, by calling a function like
+ * PrintExceptionAndFree.  (You can also free exceptions directly by calling
+ * DeleteLocalRef.  However, that would not produce an error message, so it's
+ * usually not what you want.)
+ */
+
+#include "platform.h"
+
+#include <jni.h>
+#include <stdio.h>
+
+#include <stdlib.h>
+#include <stdarg.h>
+#include <search.h>
+#include <errno.h>
+
+/**
+ * Exception noprint flags
+ *
+ * Theses flags determine which exceptions should NOT be printed to stderr by
+ * the exception printing routines.  For example, if you expect to see
+ * FileNotFound, you might use NOPRINT_EXC_FILE_NOT_FOUND, to avoid filling the
+ * logs with messages about routine events.
+ *
+ * On the other hand, if you don't expect any failures, you might pass
+ * PRINT_EXC_ALL.
+ *
+ * You can OR these flags together to avoid printing multiple classes of
+ * exceptions.
+ */
+#define PRINT_EXC_ALL                           0x00
+#define NOPRINT_EXC_FILE_NOT_FOUND              0x01
+#define NOPRINT_EXC_ACCESS_CONTROL              0x02
+#define NOPRINT_EXC_UNRESOLVED_LINK             0x04
+#define NOPRINT_EXC_PARENT_NOT_DIRECTORY        0x08
+#define NOPRINT_EXC_ILLEGAL_ARGUMENT            0x10
+
+/**
+ * Get information about an exception.
+ *
+ * @param excName         The Exception name.
+ *                        This is a Java class name in JNI format.
+ * @param noPrintFlags    Flags which determine which exceptions we should NOT
+ *                        print.
+ * @param excErrno        (out param) The POSIX error number associated with the
+ *                        exception.
+ * @param shouldPrint     (out param) Nonzero if we should print this exception,
+ *                        based on the noPrintFlags and its name. 
+ */
+void getExceptionInfo(const char *excName, int noPrintFlags,
+                      int *excErrno, int *shouldPrint);
+
+/**
+ * Print out information about an exception and free it.
+ *
+ * @param env             The JNI environment
+ * @param exc             The exception to print and free
+ * @param noPrintFlags    Flags which determine which exceptions we should NOT
+ *                        print.
+ * @param fmt             Printf-style format list
+ * @param ap              Printf-style varargs
+ *
+ * @return                The POSIX error number associated with the exception
+ *                        object.
+ */
+int printExceptionAndFreeV(JNIEnv *env, jthrowable exc, int noPrintFlags,
+        const char *fmt, va_list ap);
+
+/**
+ * Print out information about an exception and free it.
+ *
+ * @param env             The JNI environment
+ * @param exc             The exception to print and free
+ * @param noPrintFlags    Flags which determine which exceptions we should NOT
+ *                        print.
+ * @param fmt             Printf-style format list
+ * @param ...             Printf-style varargs
+ *
+ * @return                The POSIX error number associated with the exception
+ *                        object.
+ */
+int printExceptionAndFree(JNIEnv *env, jthrowable exc, int noPrintFlags,
+        const char *fmt, ...) TYPE_CHECKED_PRINTF_FORMAT(4, 5);
+
+/**
+ * Print out information about the pending exception and free it.
+ *
+ * @param env             The JNI environment
+ * @param noPrintFlags    Flags which determine which exceptions we should NOT
+ *                        print.
+ * @param fmt             Printf-style format list
+ * @param ...             Printf-style varargs
+ *
+ * @return                The POSIX error number associated with the exception
+ *                        object.
+ */
+int printPendingExceptionAndFree(JNIEnv *env, int noPrintFlags,
+        const char *fmt, ...) TYPE_CHECKED_PRINTF_FORMAT(3, 4);
+
+/**
+ * Get a local reference to the pending exception and clear it.
+ *
+ * Once it is cleared, the exception will no longer be pending.  The caller will
+ * have to decide what to do with the exception object.
+ *
+ * @param env             The JNI environment
+ *
+ * @return                The exception, or NULL if there was no exception
+ */
+jthrowable getPendingExceptionAndClear(JNIEnv *env);
+
+/**
+ * Create a new runtime error.
+ *
+ * This creates (but does not throw) a new RuntimeError.
+ *
+ * @param env             The JNI environment
+ * @param fmt             Printf-style format list
+ * @param ...             Printf-style varargs
+ *
+ * @return                A local reference to a RuntimeError
+ */
+jthrowable newRuntimeError(JNIEnv *env, const char *fmt, ...)
+        TYPE_CHECKED_PRINTF_FORMAT(2, 3);
+
+#undef TYPE_CHECKED_PRINTF_FORMAT
+#endif
diff --git a/src/io/hdfs/src/libhdfs/hdfs.h b/src/io/hdfs/src/libhdfs/hdfs.h
new file mode 100644
index 00000000..0625da37
--- /dev/null
+++ b/src/io/hdfs/src/libhdfs/hdfs.h
@@ -0,0 +1,811 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#ifndef LIBHDFS_HDFS_H
+#define LIBHDFS_HDFS_H
+
+#include <errno.h> /* for EINTERNAL, etc. */
+#include <fcntl.h> /* for O_RDONLY, O_WRONLY */
+#include <stdint.h> /* for uint64_t, etc. */
+#include <time.h> /* for time_t */
+
+#ifndef O_RDONLY
+#define O_RDONLY 1
+#endif
+
+#ifndef O_WRONLY 
+#define O_WRONLY 2
+#endif
+
+#ifndef EINTERNAL
+#define EINTERNAL 255 
+#endif
+
+#define ELASTIC_BYTE_BUFFER_POOL_CLASS \
+  "org/apache/hadoop/io/ElasticByteBufferPool"
+
+/** All APIs set errno to meaningful values */
+
+#ifdef __cplusplus
+extern  "C" {
+#endif
+    /**
+     * Some utility decls used in libhdfs.
+     */
+    struct hdfsBuilder;
+    typedef int32_t   tSize; /// size of data for read/write io ops 
+    typedef time_t    tTime; /// time type in seconds
+    typedef int64_t   tOffset;/// offset within the file
+    typedef uint16_t  tPort; /// port
+    typedef enum tObjectKind {
+        kObjectKindFile = 'F',
+        kObjectKindDirectory = 'D',
+    } tObjectKind;
+
+
+    /**
+     * The C reflection of org.apache.org.hadoop.FileSystem .
+     */
+    struct hdfs_internal;
+    typedef struct hdfs_internal* hdfsFS;
+    
+    struct hdfsFile_internal;
+    typedef struct hdfsFile_internal* hdfsFile;
+
+    struct hadoopRzOptions;
+
+    struct hadoopRzBuffer;
+
+    /**
+     * Determine if a file is open for read.
+     *
+     * @param file     The HDFS file
+     * @return         1 if the file is open for read; 0 otherwise
+     */
+    int hdfsFileIsOpenForRead(hdfsFile file);
+
+    /**
+     * Determine if a file is open for write.
+     *
+     * @param file     The HDFS file
+     * @return         1 if the file is open for write; 0 otherwise
+     */
+    int hdfsFileIsOpenForWrite(hdfsFile file);
+
+    struct hdfsReadStatistics {
+      uint64_t totalBytesRead;
+      uint64_t totalLocalBytesRead;
+      uint64_t totalShortCircuitBytesRead;
+      uint64_t totalZeroCopyBytesRead;
+    };
+
+    /**
+     * Get read statistics about a file.  This is only applicable to files
+     * opened for reading.
+     *
+     * @param file     The HDFS file
+     * @param stats    (out parameter) on a successful return, the read
+     *                 statistics.  Unchanged otherwise.  You must free the
+     *                 returned statistics with hdfsFileFreeReadStatistics.
+     * @return         0 if the statistics were successfully returned,
+     *                 -1 otherwise.  On a failure, please check errno against
+     *                 ENOTSUP.  webhdfs, LocalFilesystem, and so forth may
+     *                 not support read statistics.
+     */
+    int hdfsFileGetReadStatistics(hdfsFile file,
+                                  struct hdfsReadStatistics **stats);
+
+    /**
+     * @param stats    HDFS read statistics for a file.
+     *
+     * @return the number of remote bytes read.
+     */
+    int64_t hdfsReadStatisticsGetRemoteBytesRead(
+                            const struct hdfsReadStatistics *stats);
+
+    /**
+     * Free some HDFS read statistics.
+     *
+     * @param stats    The HDFS read statistics to free.
+     */
+    void hdfsFileFreeReadStatistics(struct hdfsReadStatistics *stats);
+
+    /** 
+     * hdfsConnectAsUser - Connect to a hdfs file system as a specific user
+     * Connect to the hdfs.
+     * @param nn   The NameNode.  See hdfsBuilderSetNameNode for details.
+     * @param port The port on which the server is listening.
+     * @param user the user name (this is hadoop domain user). Or NULL is equivelant to hhdfsConnect(host, port)
+     * @return Returns a handle to the filesystem or NULL on error.
+     * @deprecated Use hdfsBuilderConnect instead. 
+     */
+     hdfsFS hdfsConnectAsUser(const char* nn, tPort port, const char *user);
+
+    /** 
+     * hdfsConnect - Connect to a hdfs file system.
+     * Connect to the hdfs.
+     * @param nn   The NameNode.  See hdfsBuilderSetNameNode for details.
+     * @param port The port on which the server is listening.
+     * @return Returns a handle to the filesystem or NULL on error.
+     * @deprecated Use hdfsBuilderConnect instead. 
+     */
+     hdfsFS hdfsConnect(const char* nn, tPort port);
+
+    /** 
+     * hdfsConnect - Connect to an hdfs file system.
+     *
+     * Forces a new instance to be created
+     *
+     * @param nn     The NameNode.  See hdfsBuilderSetNameNode for details.
+     * @param port   The port on which the server is listening.
+     * @param user   The user name to use when connecting
+     * @return       Returns a handle to the filesystem or NULL on error.
+     * @deprecated   Use hdfsBuilderConnect instead. 
+     */
+     hdfsFS hdfsConnectAsUserNewInstance(const char* nn, tPort port, const char *user );
+
+    /** 
+     * hdfsConnect - Connect to an hdfs file system.
+     *
+     * Forces a new instance to be created
+     *
+     * @param nn     The NameNode.  See hdfsBuilderSetNameNode for details.
+     * @param port   The port on which the server is listening.
+     * @return       Returns a handle to the filesystem or NULL on error.
+     * @deprecated   Use hdfsBuilderConnect instead. 
+     */
+     hdfsFS hdfsConnectNewInstance(const char* nn, tPort port);
+
+    /** 
+     * Connect to HDFS using the parameters defined by the builder.
+     *
+     * The HDFS builder will be freed, whether or not the connection was
+     * successful.
+     *
+     * Every successful call to hdfsBuilderConnect should be matched with a call
+     * to hdfsDisconnect, when the hdfsFS is no longer needed.
+     *
+     * @param bld    The HDFS builder
+     * @return       Returns a handle to the filesystem, or NULL on error.
+     */
+     hdfsFS hdfsBuilderConnect(struct hdfsBuilder *bld);
+
+    /**
+     * Create an HDFS builder.
+     *
+     * @return The HDFS builder, or NULL on error.
+     */
+    struct hdfsBuilder *hdfsNewBuilder(void);
+
+    /**
+     * Force the builder to always create a new instance of the FileSystem,
+     * rather than possibly finding one in the cache.
+     *
+     * @param bld The HDFS builder
+     */
+    void hdfsBuilderSetForceNewInstance(struct hdfsBuilder *bld);
+
+    /**
+     * Set the HDFS NameNode to connect to.
+     *
+     * @param bld  The HDFS builder
+     * @param nn   The NameNode to use.
+     *
+     *             If the string given is 'default', the default NameNode
+     *             configuration will be used (from the XML configuration files)
+     *
+     *             If NULL is given, a LocalFileSystem will be created.
+     *
+     *             If the string starts with a protocol type such as file:// or
+     *             hdfs://, this protocol type will be used.  If not, the
+     *             hdfs:// protocol type will be used.
+     *
+     *             You may specify a NameNode port in the usual way by 
+     *             passing a string of the format hdfs://<hostname>:<port>.
+     *             Alternately, you may set the port with
+     *             hdfsBuilderSetNameNodePort.  However, you must not pass the
+     *             port in two different ways.
+     */
+    void hdfsBuilderSetNameNode(struct hdfsBuilder *bld, const char *nn);
+
+    /**
+     * Set the port of the HDFS NameNode to connect to.
+     *
+     * @param bld The HDFS builder
+     * @param port The port.
+     */
+    void hdfsBuilderSetNameNodePort(struct hdfsBuilder *bld, tPort port);
+
+    /**
+     * Set the username to use when connecting to the HDFS cluster.
+     *
+     * @param bld The HDFS builder
+     * @param userName The user name.  The string will be shallow-copied.
+     */
+    void hdfsBuilderSetUserName(struct hdfsBuilder *bld, const char *userName);
+
+    /**
+     * Set the path to the Kerberos ticket cache to use when connecting to
+     * the HDFS cluster.
+     *
+     * @param bld The HDFS builder
+     * @param kerbTicketCachePath The Kerberos ticket cache path.  The string
+     *                            will be shallow-copied.
+     */
+    void hdfsBuilderSetKerbTicketCachePath(struct hdfsBuilder *bld,
+                                   const char *kerbTicketCachePath);
+
+    /**
+     * Free an HDFS builder.
+     *
+     * It is normally not necessary to call this function since
+     * hdfsBuilderConnect frees the builder.
+     *
+     * @param bld The HDFS builder
+     */
+    void hdfsFreeBuilder(struct hdfsBuilder *bld);
+
+    /**
+     * Set a configuration string for an HdfsBuilder.
+     *
+     * @param key      The key to set.
+     * @param val      The value, or NULL to set no value.
+     *                 This will be shallow-copied.  You are responsible for
+     *                 ensuring that it remains valid until the builder is
+     *                 freed.
+     *
+     * @return         0 on success; nonzero error code otherwise.
+     */
+    int hdfsBuilderConfSetStr(struct hdfsBuilder *bld, const char *key,
+                              const char *val);
+
+    /**
+     * Get a configuration string.
+     *
+     * @param key      The key to find
+     * @param val      (out param) The value.  This will be set to NULL if the
+     *                 key isn't found.  You must free this string with
+     *                 hdfsConfStrFree.
+     *
+     * @return         0 on success; nonzero error code otherwise.
+     *                 Failure to find the key is not an error.
+     */
+    int hdfsConfGetStr(const char *key, char **val);
+
+    /**
+     * Get a configuration integer.
+     *
+     * @param key      The key to find
+     * @param val      (out param) The value.  This will NOT be changed if the
+     *                 key isn't found.
+     *
+     * @return         0 on success; nonzero error code otherwise.
+     *                 Failure to find the key is not an error.
+     */
+    int hdfsConfGetInt(const char *key, int32_t *val);
+
+    /**
+     * Free a configuration string found with hdfsConfGetStr. 
+     *
+     * @param val      A configuration string obtained from hdfsConfGetStr
+     */
+    void hdfsConfStrFree(char *val);
+
+    /** 
+     * hdfsDisconnect - Disconnect from the hdfs file system.
+     * Disconnect from hdfs.
+     * @param fs The configured filesystem handle.
+     * @return Returns 0 on success, -1 on error.
+     *         Even if there is an error, the resources associated with the
+     *         hdfsFS will be freed.
+     */
+    int hdfsDisconnect(hdfsFS fs);
+        
+
+    /** 
+     * hdfsOpenFile - Open a hdfs file in given mode.
+     * @param fs The configured filesystem handle.
+     * @param path The full path to the file.
+     * @param flags - an | of bits/fcntl.h file flags - supported flags are O_RDONLY, O_WRONLY (meaning create or overwrite i.e., implies O_TRUNCAT), 
+     * O_WRONLY|O_APPEND. Other flags are generally ignored other than (O_RDWR || (O_EXCL & O_CREAT)) which return NULL and set errno equal ENOTSUP.
+     * @param bufferSize Size of buffer for read/write - pass 0 if you want
+     * to use the default configured values.
+     * @param replication Block replication - pass 0 if you want to use
+     * the default configured values.
+     * @param blocksize Size of block - pass 0 if you want to use the
+     * default configured values.
+     * @return Returns the handle to the open file or NULL on error.
+     */
+    hdfsFile hdfsOpenFile(hdfsFS fs, const char* path, int flags,
+                          int bufferSize, short replication, tSize blocksize);
+
+
+    /** 
+     * hdfsCloseFile - Close an open file. 
+     * @param fs The configured filesystem handle.
+     * @param file The file handle.
+     * @return Returns 0 on success, -1 on error.  
+     *         On error, errno will be set appropriately.
+     *         If the hdfs file was valid, the memory associated with it will
+     *         be freed at the end of this call, even if there was an I/O
+     *         error.
+     */
+    int hdfsCloseFile(hdfsFS fs, hdfsFile file);
+
+
+    /** 
+     * hdfsExists - Checks if a given path exsits on the filesystem 
+     * @param fs The configured filesystem handle.
+     * @param path The path to look for
+     * @return Returns 0 on success, -1 on error.  
+     */
+    int hdfsExists(hdfsFS fs, const char *path);
+
+
+    /** 
+     * hdfsSeek - Seek to given offset in file. 
+     * This works only for files opened in read-only mode. 
+     * @param fs The configured filesystem handle.
+     * @param file The file handle.
+     * @param desiredPos Offset into the file to seek into.
+     * @return Returns 0 on success, -1 on error.  
+     */
+    int hdfsSeek(hdfsFS fs, hdfsFile file, tOffset desiredPos); 
+
+
+    /** 
+     * hdfsTell - Get the current offset in the file, in bytes.
+     * @param fs The configured filesystem handle.
+     * @param file The file handle.
+     * @return Current offset, -1 on error.
+     */
+    tOffset hdfsTell(hdfsFS fs, hdfsFile file);
+
+
+    /** 
+     * hdfsRead - Read data from an open file.
+     * @param fs The configured filesystem handle.
+     * @param file The file handle.
+     * @param buffer The buffer to copy read bytes into.
+     * @param length The length of the buffer.
+     * @return      On success, a positive number indicating how many bytes
+     *              were read.
+     *              On end-of-file, 0.
+     *              On error, -1.  Errno will be set to the error code.
+     *              Just like the POSIX read function, hdfsRead will return -1
+     *              and set errno to EINTR if data is temporarily unavailable,
+     *              but we are not yet at the end of the file.
+     */
+    tSize hdfsRead(hdfsFS fs, hdfsFile file, void* buffer, tSize length);
+
+    /** 
+     * hdfsPread - Positional read of data from an open file.
+     * @param fs The configured filesystem handle.
+     * @param file The file handle.
+     * @param position Position from which to read
+     * @param buffer The buffer to copy read bytes into.
+     * @param length The length of the buffer.
+     * @return      See hdfsRead
+     */
+    tSize hdfsPread(hdfsFS fs, hdfsFile file, tOffset position,
+                    void* buffer, tSize length);
+
+
+    /** 
+     * hdfsWrite - Write data into an open file.
+     * @param fs The configured filesystem handle.
+     * @param file The file handle.
+     * @param buffer The data.
+     * @param length The no. of bytes to write. 
+     * @return Returns the number of bytes written, -1 on error.
+     */
+    tSize hdfsWrite(hdfsFS fs, hdfsFile file, const void* buffer,
+                    tSize length);
+
+
+    /** 
+     * hdfsWrite - Flush the data. 
+     * @param fs The configured filesystem handle.
+     * @param file The file handle.
+     * @return Returns 0 on success, -1 on error. 
+     */
+    int hdfsFlush(hdfsFS fs, hdfsFile file);
+
+
+    /**
+     * hdfsHFlush - Flush out the data in client's user buffer. After the
+     * return of this call, new readers will see the data.
+     * @param fs configured filesystem handle
+     * @param file file handle
+     * @return 0 on success, -1 on error and sets errno
+     */
+    int hdfsHFlush(hdfsFS fs, hdfsFile file);
+
+
+    /**
+     * hdfsHSync - Similar to posix fsync, Flush out the data in client's 
+     * user buffer. all the way to the disk device (but the disk may have 
+     * it in its cache).
+     * @param fs configured filesystem handle
+     * @param file file handle
+     * @return 0 on success, -1 on error and sets errno
+     */
+    int hdfsHSync(hdfsFS fs, hdfsFile file);
+
+
+    /**
+     * hdfsAvailable - Number of bytes that can be read from this
+     * input stream without blocking.
+     * @param fs The configured filesystem handle.
+     * @param file The file handle.
+     * @return Returns available bytes; -1 on error. 
+     */
+    int hdfsAvailable(hdfsFS fs, hdfsFile file);
+
+
+    /**
+     * hdfsCopy - Copy file from one filesystem to another.
+     * @param srcFS The handle to source filesystem.
+     * @param src The path of source file. 
+     * @param dstFS The handle to destination filesystem.
+     * @param dst The path of destination file. 
+     * @return Returns 0 on success, -1 on error. 
+     */
+    int hdfsCopy(hdfsFS srcFS, const char* src, hdfsFS dstFS, const char* dst);
+
+
+    /**
+     * hdfsMove - Move file from one filesystem to another.
+     * @param srcFS The handle to source filesystem.
+     * @param src The path of source file. 
+     * @param dstFS The handle to destination filesystem.
+     * @param dst The path of destination file. 
+     * @return Returns 0 on success, -1 on error. 
+     */
+    int hdfsMove(hdfsFS srcFS, const char* src, hdfsFS dstFS, const char* dst);
+
+
+    /**
+     * hdfsDelete - Delete file. 
+     * @param fs The configured filesystem handle.
+     * @param path The path of the file. 
+     * @param recursive if path is a directory and set to 
+     * non-zero, the directory is deleted else throws an exception. In
+     * case of a file the recursive argument is irrelevant.
+     * @return Returns 0 on success, -1 on error. 
+     */
+    int hdfsDelete(hdfsFS fs, const char* path, int recursive);
+
+    /**
+     * hdfsRename - Rename file. 
+     * @param fs The configured filesystem handle.
+     * @param oldPath The path of the source file. 
+     * @param newPath The path of the destination file. 
+     * @return Returns 0 on success, -1 on error. 
+     */
+    int hdfsRename(hdfsFS fs, const char* oldPath, const char* newPath);
+
+
+    /** 
+     * hdfsGetWorkingDirectory - Get the current working directory for
+     * the given filesystem.
+     * @param fs The configured filesystem handle.
+     * @param buffer The user-buffer to copy path of cwd into. 
+     * @param bufferSize The length of user-buffer.
+     * @return Returns buffer, NULL on error.
+     */
+    char* hdfsGetWorkingDirectory(hdfsFS fs, char *buffer, size_t bufferSize);
+
+
+    /** 
+     * hdfsSetWorkingDirectory - Set the working directory. All relative
+     * paths will be resolved relative to it.
+     * @param fs The configured filesystem handle.
+     * @param path The path of the new 'cwd'. 
+     * @return Returns 0 on success, -1 on error. 
+     */
+    int hdfsSetWorkingDirectory(hdfsFS fs, const char* path);
+
+
+    /** 
+     * hdfsCreateDirectory - Make the given file and all non-existent
+     * parents into directories.
+     * @param fs The configured filesystem handle.
+     * @param path The path of the directory. 
+     * @return Returns 0 on success, -1 on error. 
+     */
+    int hdfsCreateDirectory(hdfsFS fs, const char* path);
+
+
+    /** 
+     * hdfsSetReplication - Set the replication of the specified
+     * file to the supplied value
+     * @param fs The configured filesystem handle.
+     * @param path The path of the file. 
+     * @return Returns 0 on success, -1 on error. 
+     */
+    int hdfsSetReplication(hdfsFS fs, const char* path, int16_t replication);
+
+
+    /** 
+     * hdfsFileInfo - Information about a file/directory.
+     */
+    typedef struct  {
+        tObjectKind mKind;   /* file or directory */
+        char *mName;         /* the name of the file */
+        tTime mLastMod;      /* the last modification time for the file in seconds */
+        tOffset mSize;       /* the size of the file in bytes */
+        short mReplication;    /* the count of replicas */
+        tOffset mBlockSize;  /* the block size for the file */
+        char *mOwner;        /* the owner of the file */
+        char *mGroup;        /* the group associated with the file */
+        short mPermissions;  /* the permissions associated with the file */
+        tTime mLastAccess;    /* the last access time for the file in seconds */
+    } hdfsFileInfo;
+
+
+    /** 
+     * hdfsListDirectory - Get list of files/directories for a given
+     * directory-path. hdfsFreeFileInfo should be called to deallocate memory. 
+     * @param fs The configured filesystem handle.
+     * @param path The path of the directory. 
+     * @param numEntries Set to the number of files/directories in path.
+     * @return Returns a dynamically-allocated array of hdfsFileInfo
+     * objects; NULL on error.
+     */
+    hdfsFileInfo *hdfsListDirectory(hdfsFS fs, const char* path,
+                                    int *numEntries);
+
+
+    /** 
+     * hdfsGetPathInfo - Get information about a path as a (dynamically
+     * allocated) single hdfsFileInfo struct. hdfsFreeFileInfo should be
+     * called when the pointer is no longer needed.
+     * @param fs The configured filesystem handle.
+     * @param path The path of the file. 
+     * @return Returns a dynamically-allocated hdfsFileInfo object;
+     * NULL on error.
+     */
+    hdfsFileInfo *hdfsGetPathInfo(hdfsFS fs, const char* path);
+
+
+    /** 
+     * hdfsFreeFileInfo - Free up the hdfsFileInfo array (including fields) 
+     * @param hdfsFileInfo The array of dynamically-allocated hdfsFileInfo
+     * objects.
+     * @param numEntries The size of the array.
+     */
+    void hdfsFreeFileInfo(hdfsFileInfo *hdfsFileInfo, int numEntries);
+
+    /**
+     * hdfsFileIsEncrypted: determine if a file is encrypted based on its
+     * hdfsFileInfo.
+     * @return -1 if there was an error (errno will be set), 0 if the file is
+     *         not encrypted, 1 if the file is encrypted.
+     */
+    int hdfsFileIsEncrypted(hdfsFileInfo *hdfsFileInfo);
+
+
+    /** 
+     * hdfsGetHosts - Get hostnames where a particular block (determined by
+     * pos & blocksize) of a file is stored. The last element in the array
+     * is NULL. Due to replication, a single block could be present on
+     * multiple hosts.
+     * @param fs The configured filesystem handle.
+     * @param path The path of the file. 
+     * @param start The start of the block.
+     * @param length The length of the block.
+     * @return Returns a dynamically-allocated 2-d array of blocks-hosts;
+     * NULL on error.
+     */
+    char*** hdfsGetHosts(hdfsFS fs, const char* path, 
+            tOffset start, tOffset length);
+
+
+    /** 
+     * hdfsFreeHosts - Free up the structure returned by hdfsGetHosts
+     * @param hdfsFileInfo The array of dynamically-allocated hdfsFileInfo
+     * objects.
+     * @param numEntries The size of the array.
+     */
+    void hdfsFreeHosts(char ***blockHosts);
+
+
+    /** 
+     * hdfsGetDefaultBlockSize - Get the default blocksize.
+     *
+     * @param fs            The configured filesystem handle.
+     * @deprecated          Use hdfsGetDefaultBlockSizeAtPath instead.
+     *
+     * @return              Returns the default blocksize, or -1 on error.
+     */
+    tOffset hdfsGetDefaultBlockSize(hdfsFS fs);
+
+
+    /** 
+     * hdfsGetDefaultBlockSizeAtPath - Get the default blocksize at the
+     * filesystem indicated by a given path.
+     *
+     * @param fs            The configured filesystem handle.
+     * @param path          The given path will be used to locate the actual
+     *                      filesystem.  The full path does not have to exist.
+     *
+     * @return              Returns the default blocksize, or -1 on error.
+     */
+    tOffset hdfsGetDefaultBlockSizeAtPath(hdfsFS fs, const char *path);
+
+
+    /** 
+     * hdfsGetCapacity - Return the raw capacity of the filesystem.  
+     * @param fs The configured filesystem handle.
+     * @return Returns the raw-capacity; -1 on error. 
+     */
+    tOffset hdfsGetCapacity(hdfsFS fs);
+
+
+    /** 
+     * hdfsGetUsed - Return the total raw size of all files in the filesystem.
+     * @param fs The configured filesystem handle.
+     * @return Returns the total-size; -1 on error. 
+     */
+    tOffset hdfsGetUsed(hdfsFS fs);
+
+    /** 
+     * Change the user and/or group of a file or directory.
+     *
+     * @param fs            The configured filesystem handle.
+     * @param path          the path to the file or directory
+     * @param owner         User string.  Set to NULL for 'no change'
+     * @param group         Group string.  Set to NULL for 'no change'
+     * @return              0 on success else -1
+     */
+    int hdfsChown(hdfsFS fs, const char* path, const char *owner,
+                  const char *group);
+
+    /** 
+     * hdfsChmod
+     * @param fs The configured filesystem handle.
+     * @param path the path to the file or directory
+     * @param mode the bitmask to set it to
+     * @return 0 on success else -1
+     */
+      int hdfsChmod(hdfsFS fs, const char* path, short mode);
+
+    /** 
+     * hdfsUtime
+     * @param fs The configured filesystem handle.
+     * @param path the path to the file or directory
+     * @param mtime new modification time or -1 for no change
+     * @param atime new access time or -1 for no change
+     * @return 0 on success else -1
+     */
+    int hdfsUtime(hdfsFS fs, const char* path, tTime mtime, tTime atime);
+
+    /**
+     * Allocate a zero-copy options structure.
+     *
+     * You must free all options structures allocated with this function using
+     * hadoopRzOptionsFree.
+     *
+     * @return            A zero-copy options structure, or NULL if one could
+     *                    not be allocated.  If NULL is returned, errno will
+     *                    contain the error number.
+     */
+    struct hadoopRzOptions *hadoopRzOptionsAlloc(void);
+
+    /**
+     * Determine whether we should skip checksums in read0.
+     *
+     * @param opts        The options structure.
+     * @param skip        Nonzero to skip checksums sometimes; zero to always
+     *                    check them.
+     *
+     * @return            0 on success; -1 plus errno on failure.
+     */
+    int hadoopRzOptionsSetSkipChecksum(
+            struct hadoopRzOptions *opts, int skip);
+
+    /**
+     * Set the ByteBufferPool to use with read0.
+     *
+     * @param opts        The options structure.
+     * @param className   If this is NULL, we will not use any
+     *                    ByteBufferPool.  If this is non-NULL, it will be
+     *                    treated as the name of the pool class to use.
+     *                    For example, you can use
+     *                    ELASTIC_BYTE_BUFFER_POOL_CLASS.
+     *
+     * @return            0 if the ByteBufferPool class was found and
+     *                    instantiated;
+     *                    -1 plus errno otherwise.
+     */
+    int hadoopRzOptionsSetByteBufferPool(
+            struct hadoopRzOptions *opts, const char *className);
+
+    /**
+     * Free a hadoopRzOptionsFree structure.
+     *
+     * @param opts        The options structure to free.
+     *                    Any associated ByteBufferPool will also be freed.
+     */
+    void hadoopRzOptionsFree(struct hadoopRzOptions *opts);
+
+    /**
+     * Perform a byte buffer read.
+     * If possible, this will be a zero-copy (mmap) read.
+     *
+     * @param file       The file to read from.
+     * @param opts       An options structure created by hadoopRzOptionsAlloc.
+     * @param maxLength  The maximum length to read.  We may read fewer bytes
+     *                   than this length.
+     *
+     * @return           On success, we will return a new hadoopRzBuffer.
+     *                   This buffer will continue to be valid and readable
+     *                   until it is released by readZeroBufferFree.  Failure to
+     *                   release a buffer will lead to a memory leak.
+     *                   You can access the data within the hadoopRzBuffer with
+     *                   hadoopRzBufferGet.  If you have reached EOF, the data
+     *                   within the hadoopRzBuffer will be NULL.  You must still
+     *                   free hadoopRzBuffer instances containing NULL.
+     *
+     *                   On failure, we will return NULL plus an errno code.
+     *                   errno = EOPNOTSUPP indicates that we could not do a
+     *                   zero-copy read, and there was no ByteBufferPool
+     *                   supplied.
+     */
+    struct hadoopRzBuffer* hadoopReadZero(hdfsFile file,
+            struct hadoopRzOptions *opts, int32_t maxLength);
+
+    /**
+     * Determine the length of the buffer returned from readZero.
+     *
+     * @param buffer     a buffer returned from readZero.
+     * @return           the length of the buffer.
+     */
+    int32_t hadoopRzBufferLength(const struct hadoopRzBuffer *buffer);
+
+    /**
+     * Get a pointer to the raw buffer returned from readZero.
+     *
+     * To find out how many bytes this buffer contains, call
+     * hadoopRzBufferLength.
+     *
+     * @param buffer     a buffer returned from readZero.
+     * @return           a pointer to the start of the buffer.  This will be
+     *                   NULL when end-of-file has been reached.
+     */
+    const void *hadoopRzBufferGet(const struct hadoopRzBuffer *buffer);
+
+    /**
+     * Release a buffer obtained through readZero.
+     *
+     * @param file       The hdfs stream that created this buffer.  This must be
+     *                   the same stream you called hadoopReadZero on.
+     * @param buffer     The buffer to release.
+     */
+    void hadoopRzBufferFree(hdfsFile file, struct hadoopRzBuffer *buffer);
+
+#ifdef __cplusplus
+}
+#endif
+
+#endif /*LIBHDFS_HDFS_H*/
+
+/**
+ * vim: ts=4: sw=4: et
+ */
diff --git a/src/io/hdfs/src/libhdfs/hdfs_test.h b/src/io/hdfs/src/libhdfs/hdfs_test.h
new file mode 100644
index 00000000..0eab9a68
--- /dev/null
+++ b/src/io/hdfs/src/libhdfs/hdfs_test.h
@@ -0,0 +1,64 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#ifndef LIBHDFS_HDFS_TEST_H
+#define LIBHDFS_HDFS_TEST_H
+
+struct hdfsFile_internal;
+
+/**
+ * Some functions that are visible only for testing.
+ *
+ * This header is not meant to be exported or used outside of the libhdfs unit
+ * tests.
+ */
+
+#ifdef __cplusplus
+extern  "C" {
+#endif
+    /**
+     * Determine if a file is using the "direct read" optimization.
+     *
+     * @param file     The HDFS file
+     * @return         1 if the file is using the direct read optimization,
+     *                 0 otherwise.
+     */
+    int hdfsFileUsesDirectRead(struct hdfsFile_internal *file);
+
+    /**
+     * Disable the direct read optimization for a file.
+     *
+     * This is mainly provided for unit testing purposes.
+     *
+     * @param file     The HDFS file
+     */
+    void hdfsFileDisableDirectRead(struct hdfsFile_internal *file);
+
+    /**
+     * Disable domain socket security checks.
+     *
+     * @param          0 if domain socket security was disabled;
+     *                 -1 if not.
+     */
+    int hdfsDisableDomainSocketSecurity(void); 
+
+#ifdef __cplusplus
+}
+#endif
+
+#endif
diff --git a/src/io/hdfs/src/libhdfs/jni_helper.h b/src/io/hdfs/src/libhdfs/jni_helper.h
new file mode 100644
index 00000000..90accc7c
--- /dev/null
+++ b/src/io/hdfs/src/libhdfs/jni_helper.h
@@ -0,0 +1,161 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#ifndef LIBHDFS_JNI_HELPER_H
+#define LIBHDFS_JNI_HELPER_H
+
+#include <jni.h>
+#include <stdio.h>
+
+#include <stdlib.h>
+#include <stdarg.h>
+#include <errno.h>
+
+#define PATH_SEPARATOR ':'
+
+
+/** Denote the method we want to invoke as STATIC or INSTANCE */
+typedef enum {
+    STATIC,
+    INSTANCE
+} MethType;
+
+/**
+ * Create a new malloc'ed C string from a Java string.
+ *
+ * @param env       The JNI environment
+ * @param jstr      The Java string
+ * @param out       (out param) the malloc'ed C string
+ *
+ * @return          NULL on success; the exception otherwise
+ */
+jthrowable newCStr(JNIEnv *env, jstring jstr, char **out);
+
+/**
+ * Create a new Java string from a C string.
+ *
+ * @param env       The JNI environment
+ * @param str       The C string
+ * @param out       (out param) the java string
+ *
+ * @return          NULL on success; the exception otherwise
+ */
+jthrowable newJavaStr(JNIEnv *env, const char *str, jstring *out);
+
+/**
+ * Helper function to destroy a local reference of java.lang.Object
+ * @param env: The JNIEnv pointer. 
+ * @param jFile: The local reference of java.lang.Object object
+ * @return None.
+ */
+void destroyLocalReference(JNIEnv *env, jobject jObject);
+
+/** invokeMethod: Invoke a Static or Instance method.
+ * className: Name of the class where the method can be found
+ * methName: Name of the method
+ * methSignature: the signature of the method "(arg-types)ret-type"
+ * methType: The type of the method (STATIC or INSTANCE)
+ * instObj: Required if the methType is INSTANCE. The object to invoke
+   the method on.
+ * env: The JNIEnv pointer
+ * retval: The pointer to a union type which will contain the result of the
+   method invocation, e.g. if the method returns an Object, retval will be
+   set to that, if the method returns boolean, retval will be set to the
+   value (JNI_TRUE or JNI_FALSE), etc.
+ * exc: If the methods throws any exception, this will contain the reference
+ * Arguments (the method arguments) must be passed after methSignature
+ * RETURNS: -1 on error and 0 on success. If -1 is returned, exc will have 
+   a valid exception reference, and the result stored at retval is undefined.
+ */
+jthrowable invokeMethod(JNIEnv *env, jvalue *retval, MethType methType,
+                 jobject instObj, const char *className, const char *methName, 
+                 const char *methSignature, ...);
+
+jthrowable constructNewObjectOfClass(JNIEnv *env, jobject *out, const char *className, 
+                                  const char *ctorSignature, ...);
+
+jthrowable methodIdFromClass(const char *className, const char *methName, 
+                            const char *methSignature, MethType methType, 
+                            JNIEnv *env, jmethodID *out);
+
+jthrowable globalClassReference(const char *className, JNIEnv *env, jclass *out);
+
+/** classNameOfObject: Get an object's class name.
+ * @param jobj: The object.
+ * @param env: The JNIEnv pointer.
+ * @param name: (out param) On success, will contain a string containing the
+ * class name. This string must be freed by the caller.
+ * @return NULL on success, or the exception
+ */
+jthrowable classNameOfObject(jobject jobj, JNIEnv *env, char **name);
+
+/** getJNIEnv: A helper function to get the JNIEnv* for the given thread.
+ * If no JVM exists, then one will be created. JVM command line arguments
+ * are obtained from the LIBHDFS_OPTS environment variable.
+ * @param: None.
+ * @return The JNIEnv* corresponding to the thread.
+ * */
+JNIEnv* getJNIEnv(void);
+
+/**
+ * Figure out if a Java object is an instance of a particular class.
+ *
+ * @param env  The Java environment.
+ * @param obj  The object to check.
+ * @param name The class name to check.
+ *
+ * @return     -1 if we failed to find the referenced class name.
+ *             0 if the object is not of the given class.
+ *             1 if the object is of the given class.
+ */
+int javaObjectIsOfClass(JNIEnv *env, jobject obj, const char *name);
+
+/**
+ * Set a value in a configuration object.
+ *
+ * @param env               The JNI environment
+ * @param jConfiguration    The configuration object to modify
+ * @param key               The key to modify
+ * @param value             The value to set the key to
+ *
+ * @return                  NULL on success; exception otherwise
+ */
+jthrowable hadoopConfSetStr(JNIEnv *env, jobject jConfiguration,
+        const char *key, const char *value);
+
+/**
+ * Fetch an instance of an Enum.
+ *
+ * @param env               The JNI environment.
+ * @param className         The enum class name.
+ * @param valueName         The name of the enum value
+ * @param out               (out param) on success, a local reference to an
+ *                          instance of the enum object.  (Since Java enums are
+ *                          singletones, this is also the only instance.)
+ *
+ * @return                  NULL on success; exception otherwise
+ */
+jthrowable fetchEnumInstance(JNIEnv *env, const char *className,
+                             const char *valueName, jobject *out);
+
+#endif /*LIBHDFS_JNI_HELPER_H*/
+
+/**
+ * vim: ts=4: sw=4: et:
+ */
+
diff --git a/src/io/hdfs/src/libhdfs/native_mini_dfs.c b/src/io/hdfs/src/libhdfs/native_mini_dfs.c
new file mode 100644
index 00000000..ba5a8a9f
--- /dev/null
+++ b/src/io/hdfs/src/libhdfs/native_mini_dfs.c
@@ -0,0 +1,372 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "exception.h"
+#include "hdfs.h"
+#include "hdfs_test.h"
+#include "jni_helper.h"
+#include "native_mini_dfs.h"
+#include "platform.h"
+
+#include <errno.h>
+#include <jni.h>
+#include <limits.h>
+#include <stdio.h>
+#include <stdlib.h>
+#include <string.h>
+#include <sys/types.h>
+#include <unistd.h>
+
+#define MINIDFS_CLUSTER_BUILDER "org/apache/hadoop/hdfs/MiniDFSCluster$Builder"
+#define MINIDFS_CLUSTER "org/apache/hadoop/hdfs/MiniDFSCluster"
+#define HADOOP_CONF     "org/apache/hadoop/conf/Configuration"
+#define HADOOP_NAMENODE "org/apache/hadoop/hdfs/server/namenode/NameNode"
+#define JAVA_INETSOCKETADDRESS "java/net/InetSocketAddress"
+
+#define DFS_WEBHDFS_ENABLED_KEY "dfs.webhdfs.enabled"
+
+struct NativeMiniDfsCluster {
+    /**
+     * The NativeMiniDfsCluster object
+     */
+    jobject obj;
+
+    /**
+     * Path to the domain socket, or the empty string if there is none.
+     */
+    char domainSocketPath[PATH_MAX];
+};
+
+static jthrowable nmdConfigureShortCircuit(JNIEnv *env,
+              struct NativeMiniDfsCluster *cl, jobject cobj)
+{
+    jthrowable jthr;
+    char *tmpDir;
+
+    int ret = hdfsDisableDomainSocketSecurity();
+    if (ret) {
+        return newRuntimeError(env, "failed to disable hdfs domain "
+                               "socket security: error %d", ret);
+    }
+    jthr = hadoopConfSetStr(env, cobj, "dfs.client.read.shortcircuit", "true");
+    if (jthr) {
+        return jthr;
+    }
+    tmpDir = getenv("TMPDIR");
+    if (!tmpDir) {
+        tmpDir = "/tmp";
+    }
+    snprintf(cl->domainSocketPath, PATH_MAX, "%s/native_mini_dfs.sock.%d.%d",
+             tmpDir, getpid(), rand());
+    snprintf(cl->domainSocketPath, PATH_MAX, "%s/native_mini_dfs.sock.%d.%d",
+             tmpDir, getpid(), rand());
+    jthr = hadoopConfSetStr(env, cobj, "dfs.domain.socket.path",
+                            cl->domainSocketPath);
+    if (jthr) {
+        return jthr;
+    }
+    return NULL;
+}
+
+struct NativeMiniDfsCluster* nmdCreate(struct NativeMiniDfsConf *conf)
+{
+    struct NativeMiniDfsCluster* cl = NULL;
+    jobject bld = NULL, cobj = NULL, cluster = NULL;
+    jvalue  val;
+    JNIEnv *env = getJNIEnv();
+    jthrowable jthr;
+    jstring jconfStr = NULL;
+
+    if (!env) {
+        fprintf(stderr, "nmdCreate: unable to construct JNIEnv.\n");
+        return NULL;
+    }
+    cl = calloc(1, sizeof(struct NativeMiniDfsCluster));
+    if (!cl) {
+        fprintf(stderr, "nmdCreate: OOM");
+        goto error;
+    }
+    jthr = constructNewObjectOfClass(env, &cobj, HADOOP_CONF, "()V");
+    if (jthr) {
+        printExceptionAndFree(env, jthr, PRINT_EXC_ALL,
+            "nmdCreate: new Configuration");
+        goto error;
+    }
+    if (conf->webhdfsEnabled) {
+        jthr = newJavaStr(env, DFS_WEBHDFS_ENABLED_KEY, &jconfStr);
+        if (jthr) {
+            printExceptionAndFree(env, jthr, PRINT_EXC_ALL,
+                                  "nmdCreate: new String");
+            goto error;
+        }
+        jthr = invokeMethod(env, NULL, INSTANCE, cobj, HADOOP_CONF,
+                            "setBoolean", "(Ljava/lang/String;Z)V",
+                            jconfStr, conf->webhdfsEnabled);
+        if (jthr) {
+            printExceptionAndFree(env, jthr, PRINT_EXC_ALL,
+                                  "nmdCreate: Configuration::setBoolean");
+            goto error;
+        }
+    }
+    if (jthr) {
+        printExceptionAndFree(env, jthr, PRINT_EXC_ALL,
+                              "nmdCreate: Configuration::setBoolean");
+        goto error;
+    }
+    // Disable 'minimum block size' -- it's annoying in tests.
+    (*env)->DeleteLocalRef(env, jconfStr);
+    jconfStr = NULL;
+    jthr = newJavaStr(env, "dfs.namenode.fs-limits.min-block-size", &jconfStr);
+    if (jthr) {
+        printExceptionAndFree(env, jthr, PRINT_EXC_ALL,
+                              "nmdCreate: new String");
+        goto error;
+    }
+    jthr = invokeMethod(env, NULL, INSTANCE, cobj, HADOOP_CONF,
+                        "setLong", "(Ljava/lang/String;J)V", jconfStr, 0LL);
+    if (jthr) {
+        printExceptionAndFree(env, jthr, PRINT_EXC_ALL,
+                              "nmdCreate: Configuration::setLong");
+        goto error;
+    }
+    // Creae MiniDFSCluster object
+    jthr = constructNewObjectOfClass(env, &bld, MINIDFS_CLUSTER_BUILDER,
+                    "(L"HADOOP_CONF";)V", cobj);
+    if (jthr) {
+        printExceptionAndFree(env, jthr, PRINT_EXC_ALL,
+            "nmdCreate: NativeMiniDfsCluster#Builder#Builder");
+        goto error;
+    }
+    if (conf->configureShortCircuit) {
+        jthr = nmdConfigureShortCircuit(env, cl, cobj);
+        if (jthr) {
+            printExceptionAndFree(env, jthr, PRINT_EXC_ALL,
+                "nmdCreate: nmdConfigureShortCircuit error");
+            goto error;
+        }
+    }
+    jthr = invokeMethod(env, &val, INSTANCE, bld, MINIDFS_CLUSTER_BUILDER,
+            "format", "(Z)L" MINIDFS_CLUSTER_BUILDER ";", conf->doFormat);
+    if (jthr) {
+        printExceptionAndFree(env, jthr, PRINT_EXC_ALL, "nmdCreate: "
+                              "Builder::format");
+        goto error;
+    }
+    (*env)->DeleteLocalRef(env, val.l);
+    if (conf->webhdfsEnabled) {
+        jthr = invokeMethod(env, &val, INSTANCE, bld, MINIDFS_CLUSTER_BUILDER,
+                        "nameNodeHttpPort", "(I)L" MINIDFS_CLUSTER_BUILDER ";",
+                        conf->namenodeHttpPort);
+        if (jthr) {
+            printExceptionAndFree(env, jthr, PRINT_EXC_ALL, "nmdCreate: "
+                                  "Builder::nameNodeHttpPort");
+            goto error;
+        }
+        (*env)->DeleteLocalRef(env, val.l);
+    }
+    jthr = invokeMethod(env, &val, INSTANCE, bld, MINIDFS_CLUSTER_BUILDER,
+            "build", "()L" MINIDFS_CLUSTER ";");
+    if (jthr) {
+        printExceptionAndFree(env, jthr, PRINT_EXC_ALL,
+                              "nmdCreate: Builder#build");
+        goto error;
+    }
+    cluster = val.l;
+	  cl->obj = (*env)->NewGlobalRef(env, val.l);
+    if (!cl->obj) {
+        printPendingExceptionAndFree(env, PRINT_EXC_ALL,
+            "nmdCreate: NewGlobalRef");
+        goto error;
+    }
+    (*env)->DeleteLocalRef(env, cluster);
+    (*env)->DeleteLocalRef(env, bld);
+    (*env)->DeleteLocalRef(env, cobj);
+    (*env)->DeleteLocalRef(env, jconfStr);
+    return cl;
+
+error:
+    (*env)->DeleteLocalRef(env, cluster);
+    (*env)->DeleteLocalRef(env, bld);
+    (*env)->DeleteLocalRef(env, cobj);
+    (*env)->DeleteLocalRef(env, jconfStr);
+    free(cl);
+    return NULL;
+}
+
+void nmdFree(struct NativeMiniDfsCluster* cl)
+{
+    JNIEnv *env = getJNIEnv();
+    if (!env) {
+        fprintf(stderr, "nmdFree: getJNIEnv failed\n");
+        free(cl);
+        return;
+    }
+    (*env)->DeleteGlobalRef(env, cl->obj);
+    free(cl);
+}
+
+int nmdShutdown(struct NativeMiniDfsCluster* cl)
+{
+    JNIEnv *env = getJNIEnv();
+    jthrowable jthr;
+
+    if (!env) {
+        fprintf(stderr, "nmdShutdown: getJNIEnv failed\n");
+        return -EIO;
+    }
+    jthr = invokeMethod(env, NULL, INSTANCE, cl->obj,
+            MINIDFS_CLUSTER, "shutdown", "()V");
+    if (jthr) {
+        printExceptionAndFree(env, jthr, PRINT_EXC_ALL,
+            "nmdShutdown: MiniDFSCluster#shutdown");
+        return -EIO;
+    }
+    return 0;
+}
+
+int nmdWaitClusterUp(struct NativeMiniDfsCluster *cl)
+{
+    jthrowable jthr;
+    JNIEnv *env = getJNIEnv();
+    if (!env) {
+        fprintf(stderr, "nmdWaitClusterUp: getJNIEnv failed\n");
+        return -EIO;
+    }
+    jthr = invokeMethod(env, NULL, INSTANCE, cl->obj,
+            MINIDFS_CLUSTER, "waitClusterUp", "()V");
+    if (jthr) {
+        printExceptionAndFree(env, jthr, PRINT_EXC_ALL,
+            "nmdWaitClusterUp: MiniDFSCluster#waitClusterUp ");
+        return -EIO;
+    }
+    return 0;
+}
+
+int nmdGetNameNodePort(const struct NativeMiniDfsCluster *cl)
+{
+    JNIEnv *env = getJNIEnv();
+    jvalue jVal;
+    jthrowable jthr;
+
+    if (!env) {
+        fprintf(stderr, "nmdHdfsConnect: getJNIEnv failed\n");
+        return -EIO;
+    }
+    // Note: this will have to be updated when HA nativeMiniDfs clusters are
+    // supported
+    jthr = invokeMethod(env, &jVal, INSTANCE, cl->obj,
+            MINIDFS_CLUSTER, "getNameNodePort", "()I");
+    if (jthr) {
+        printExceptionAndFree(env, jthr, PRINT_EXC_ALL,
+            "nmdHdfsConnect: MiniDFSCluster#getNameNodePort");
+        return -EIO;
+    }
+    return jVal.i;
+}
+
+int nmdGetNameNodeHttpAddress(const struct NativeMiniDfsCluster *cl,
+                               int *port, const char **hostName)
+{
+    JNIEnv *env = getJNIEnv();
+    jvalue jVal;
+    jobject jNameNode, jAddress;
+    jthrowable jthr;
+    int ret = 0;
+    const char *host;
+    
+    if (!env) {
+        fprintf(stderr, "nmdHdfsConnect: getJNIEnv failed\n");
+        return -EIO;
+    }
+    // First get the (first) NameNode of the cluster
+    jthr = invokeMethod(env, &jVal, INSTANCE, cl->obj, MINIDFS_CLUSTER,
+                        "getNameNode", "()L" HADOOP_NAMENODE ";");
+    if (jthr) {
+        printExceptionAndFree(env, jthr, PRINT_EXC_ALL,
+                              "nmdGetNameNodeHttpAddress: "
+                              "MiniDFSCluster#getNameNode");
+        return -EIO;
+    }
+    jNameNode = jVal.l;
+    
+    // Then get the http address (InetSocketAddress) of the NameNode
+    jthr = invokeMethod(env, &jVal, INSTANCE, jNameNode, HADOOP_NAMENODE,
+                        "getHttpAddress", "()L" JAVA_INETSOCKETADDRESS ";");
+    if (jthr) {
+        ret = printExceptionAndFree(env, jthr, PRINT_EXC_ALL,
+                                    "nmdGetNameNodeHttpAddress: "
+                                    "NameNode#getHttpAddress");
+        goto error_dlr_nn;
+    }
+    jAddress = jVal.l;
+    
+    jthr = invokeMethod(env, &jVal, INSTANCE, jAddress,
+                        JAVA_INETSOCKETADDRESS, "getPort", "()I");
+    if (jthr) {
+        ret = printExceptionAndFree(env, jthr, PRINT_EXC_ALL,
+                                    "nmdGetNameNodeHttpAddress: "
+                                    "InetSocketAddress#getPort");
+        goto error_dlr_addr;
+    }
+    *port = jVal.i;
+    
+    jthr = invokeMethod(env, &jVal, INSTANCE, jAddress, JAVA_INETSOCKETADDRESS,
+                        "getHostName", "()Ljava/lang/String;");
+    if (jthr) {
+        ret = printExceptionAndFree(env, jthr, PRINT_EXC_ALL,
+                                    "nmdGetNameNodeHttpAddress: "
+                                    "InetSocketAddress#getHostName");
+        goto error_dlr_addr;
+    }
+    host = (*env)->GetStringUTFChars(env, jVal.l, NULL);
+    *hostName = strdup(host);
+    (*env)->ReleaseStringUTFChars(env, jVal.l, host);
+    
+error_dlr_addr:
+    (*env)->DeleteLocalRef(env, jAddress);
+error_dlr_nn:
+    (*env)->DeleteLocalRef(env, jNameNode);
+    
+    return ret;
+}
+
+int nmdConfigureHdfsBuilder(struct NativeMiniDfsCluster *cl,
+                            struct hdfsBuilder *bld) {
+    int ret;
+    tPort port;
+
+    hdfsBuilderSetNameNode(bld, "localhost");
+    port = (tPort) nmdGetNameNodePort(cl);
+    if (port < 0) {
+        fprintf(stderr, "nmdGetNameNodePort failed with error %d\n", -port);
+        return EIO;
+    }
+    hdfsBuilderSetNameNodePort(bld, port);
+    if (cl->domainSocketPath[0]) {
+        ret = hdfsBuilderConfSetStr(bld, "dfs.client.read.shortcircuit", "true");
+        if (ret) {
+            return ret;
+        }
+        ret = hdfsBuilderConfSetStr(bld, "dfs.domain.socket.path",
+                                    cl->domainSocketPath);
+        if (ret) {
+            return ret;
+        }
+    }
+    return 0;
+}
\ No newline at end of file
diff --git a/src/io/hdfs/src/libhdfs/native_mini_dfs.h b/src/io/hdfs/src/libhdfs/native_mini_dfs.h
new file mode 100644
index 00000000..0c9ca183
--- /dev/null
+++ b/src/io/hdfs/src/libhdfs/native_mini_dfs.h
@@ -0,0 +1,121 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#ifndef LIBHDFS_NATIVE_MINI_DFS_H
+#define LIBHDFS_NATIVE_MINI_DFS_H
+
+#include <jni.h> /* for jboolean */
+
+struct hdfsBuilder;
+struct NativeMiniDfsCluster; 
+
+/**
+ * Represents a configuration to use for creating a Native MiniDFSCluster
+ */
+struct NativeMiniDfsConf {
+    /**
+     * Nonzero if the cluster should be formatted prior to startup.
+     */
+    jboolean doFormat;
+
+    /**
+     * Whether or not to enable webhdfs in MiniDfsCluster
+     */
+    jboolean webhdfsEnabled;
+
+    /**
+     * The http port of the namenode in MiniDfsCluster
+     */
+    jint namenodeHttpPort;
+
+    /**
+     * Nonzero if we should configure short circuit.
+     */
+    jboolean configureShortCircuit;
+};
+
+/**
+ * Create a NativeMiniDfsBuilder
+ *
+ * @param conf      (inout) The cluster configuration
+ *
+ * @return      a NativeMiniDfsBuilder, or a NULL pointer on error.
+ */
+struct NativeMiniDfsCluster* nmdCreate(struct NativeMiniDfsConf *conf);
+
+/**
+ * Wait until a MiniDFSCluster comes out of safe mode.
+ *
+ * @param cl        The cluster
+ *
+ * @return          0 on success; a non-zero error code if the cluster fails to
+ *                  come out of safe mode.
+ */
+int nmdWaitClusterUp(struct NativeMiniDfsCluster *cl);
+
+/**
+ * Shut down a NativeMiniDFS cluster
+ *
+ * @param cl        The cluster
+ *
+ * @return          0 on success; a non-zero error code if an exception is
+ *                  thrown.
+ */
+int nmdShutdown(struct NativeMiniDfsCluster *cl);
+
+/**
+ * Destroy a Native MiniDFSCluster
+ *
+ * @param cl        The cluster to destroy
+ */
+void nmdFree(struct NativeMiniDfsCluster* cl);
+
+/**
+ * Get the port that's in use by the given (non-HA) nativeMiniDfs
+ *
+ * @param cl        The initialized NativeMiniDfsCluster
+ *
+ * @return          the port, or a negative error code
+ */
+int nmdGetNameNodePort(const struct NativeMiniDfsCluster *cl); 
+
+/**
+ * Get the http address that's in use by the given (non-HA) nativeMiniDfs
+ *
+ * @param cl        The initialized NativeMiniDfsCluster
+ * @param port      Used to capture the http port of the NameNode 
+ *                  of the NativeMiniDfsCluster
+ * @param hostName  Used to capture the http hostname of the NameNode
+ *                  of the NativeMiniDfsCluster
+ *
+ * @return          0 on success; a non-zero error code if failing to
+ *                  get the information.
+ */
+int nmdGetNameNodeHttpAddress(const struct NativeMiniDfsCluster *cl,
+                               int *port, const char **hostName);
+
+/**
+ * Configure the HDFS builder appropriately to connect to this cluster.
+ *
+ * @param bld       The hdfs builder
+ *
+ * @return          the port, or a negative error code
+ */
+int nmdConfigureHdfsBuilder(struct NativeMiniDfsCluster *cl,
+                            struct hdfsBuilder *bld);
+#endif
diff --git a/src/io/hdfs/src/libhdfs/platform.h b/src/io/hdfs/src/libhdfs/platform.h
new file mode 100644
index 00000000..c63bbf9e
--- /dev/null
+++ b/src/io/hdfs/src/libhdfs/platform.h
@@ -0,0 +1,34 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#ifndef LIBHDFS_PLATFORM_H
+#define LIBHDFS_PLATFORM_H
+
+#include <pthread.h>
+
+/* Use gcc type-checked format arguments. */
+#define TYPE_CHECKED_PRINTF_FORMAT(formatArg, varArgs) \
+  __attribute__((format(printf, formatArg, varArgs)))
+
+/*
+ * Mutex and thread data types defined by pthreads.
+ */
+typedef pthread_mutex_t mutex;
+typedef pthread_t threadId;
+
+#endif
diff --git a/src/io/hdfs/src/minidfs.rs b/src/io/hdfs/src/minidfs.rs
new file mode 100644
index 00000000..fa1feca6
--- /dev/null
+++ b/src/io/hdfs/src/minidfs.rs
@@ -0,0 +1,81 @@
+//! MiniDfs Cluster
+//!
+//! MiniDFS provides a embedded HDFS cluster. It is usually for testing.
+//! 
+//! ## Example
+//!
+//! ```ignore
+//!  let mut conf = MiniDfsConf::new();
+//!  let dfs = MiniDFS::start(&mut conf).unwrap();
+//!  let port = dfs.namenode_port();
+//!  ...
+//!  dfs.stop()
+//! ```
+
+use libc::{c_char, c_int};
+use std::ffi;
+use std::mem;
+use std::str;
+
+use native::*;
+
+pub struct MiniDFS 
+{
+  cluster: *const NativeMiniDfsCluster
+}
+
+impl MiniDFS 
+{
+  pub fn start(conf: &MiniDfsConf) -> Option<MiniDFS> 
+  {
+    match unsafe { nmdCreate(conf) } {
+      val if !val.is_null() => Some(MiniDFS { cluster: val }),
+      _ => None      
+    }
+  }
+
+  pub fn stop(&self) 
+  {
+    unsafe {
+      nmdShutdown(self.cluster);
+      nmdFree(self.cluster);
+    }
+  }
+
+  pub fn wait_for_clusterup(&self) -> bool 
+  {
+    if unsafe { nmdWaitClusterUp(self.cluster) } == 0 { true } else { false }
+  }
+
+  pub fn namenode_port(&self) -> Option<i32> 
+  {
+    match unsafe { nmdGetNameNodePort(self.cluster) as i32 } {
+      val if val > 0 => Some(val),
+      _ => None
+    }
+  }
+
+  pub fn namenode_http_addr(&self) -> Option<(&str, i32)> 
+  {
+    let mut hostname: *mut c_char = unsafe {mem::zeroed()};
+    let mut port: c_int = 0;
+
+    match unsafe { 
+      nmdGetNameNodeHttpAddress(self.cluster, &mut port, &mut hostname) 
+    } {
+      0 => {
+        let slice = unsafe { ffi::CStr::from_ptr(hostname) }.to_bytes();
+        let str = str::from_utf8(slice).unwrap();
+        
+        Some((str, port as i32))
+      },
+      _ => None
+    }
+  }
+
+  pub fn set_hdfs_builder(&self, builder: *mut hdfsBuilder) -> bool 
+  {
+    if unsafe { nmdConfigureHdfsBuilder(self.cluster, builder) } == 0 
+    { true } else { false }
+  }
+}
\ No newline at end of file
diff --git a/src/io/hdfs/src/native.rs b/src/io/hdfs/src/native.rs
new file mode 100644
index 00000000..64708772
--- /dev/null
+++ b/src/io/hdfs/src/native.rs
@@ -0,0 +1,981 @@
+//! libhdfs FFI Binding APIs
+#![allow(non_camel_case_types)]
+#![allow(non_snake_case)]
+
+use libc::{
+  c_char, 
+  c_int, 
+  c_short, 
+  c_uchar, 
+  c_void, 
+  int16_t, 
+  int32_t, 
+  int64_t,
+  uint16_t,
+  size_t,
+  time_t
+};
+
+/// Opaque Pointer of hdfsFS
+pub enum hdfsFS {}
+
+/// Opaque Pointer of hdfsFile
+pub enum hdfsFile {}
+
+/// Opaque Pointer of hdfsBuilder
+pub enum hdfsBuilder {}
+
+/// Opaque Pointer of hadoopRzOptions
+pub enum hadoopRzOptions {}
+
+/// Opaque Pointer of hadoopRzBuffer
+pub enum hadoopRzBuffer {}
+
+/// size of data for read/write io ops
+pub type tSize = int32_t;
+/// time type in seconds
+pub type tTime = time_t;
+/// offset within the file
+pub type tOffset = int64_t;
+/// port
+pub type tPort = uint16_t;
+
+#[repr(C)]
+pub enum tObjectKind 
+{
+  kObjectKindFile = 0x46, // 'F'
+  kObjectKindDirectory = 0x44 // 'D'
+}
+
+/// Information about a file/directory.
+#[repr(C)]
+pub struct hdfsReadStatistics 
+{
+  pub totalBytesRead : u64,
+  pub totalLocalBytesRead : u64,
+  pub totalShortCircuitBytesRead : u64,
+  pub totalZeroCopyBytesRead : u64
+}
+
+#[repr(C)]
+pub struct hdfsFileInfo 
+{
+  /// file or directory
+  pub mKind: tObjectKind,
+  /// the name of the file
+  pub mName: *const c_char,
+  /// the last modification time for the file in seconds
+  pub mLastMod: tTime,
+  /// the size of the file in bytes
+  pub mSize: tOffset,
+  /// the count of replicas
+  pub mReplication: c_short,
+  /// the block size for the file
+  pub mBlockSize: tOffset,
+  /// the owner of the file
+  pub mOwner: *const c_char,
+  /// the group associated with the file
+  pub mGroup: *const c_char,
+  /// the permissions associated with the file
+  pub mPermissions: c_short,
+  /// the last access time for the file in seconds
+  pub mLastAccess: tTime,
+}
+
+#[link(name="hdfs")]
+extern "C" {
+  
+  /// Determine if a file is open for read.
+  ///
+  /// #### Params
+  /// * ```file``` - the HDFS file
+  ///
+  /// #### Return
+  /// Return 1 if the file is open for read; 0 otherwise
+  pub fn hdfsFileIsOpenForRead(fs: *const hdfsFile) -> c_int;
+  
+  /// Determine if a file is open for write.
+  /// 
+  /// #### Params
+  /// * ```file``` - the HDFS file
+  ///
+  /// #### Return
+  /// Return 1 if the file is open for write; 0 otherwise.
+  pub fn hdfsFileIsOpenForWrite(file: *const hdfsFile) -> c_int;
+  
+  /// Get read statistics about a file.  This is only applicable to files 
+  /// opened for reading.
+  ///
+  /// #### Params
+  /// * ```file``` - The HDFS file
+  /// * ```stats``` - (out parameter) on a successful return, the read statistics.  
+  /// Unchanged otherwise. You must free the returned statistics with 
+  /// hdfsFileFreeReadStatistics.
+  ///
+  /// #### Return
+  /// * 0 if the statistics were successfully returned,
+  /// * -1 otherwise.  On a failure, please check errno against
+  /// * ENOTSUP. webhdfs, LocalFilesystem, and so forth may 
+  /// not support read statistics.
+  pub fn hdfsFileGetReadStatistics(file: *const hdfsFile, 
+                   stats: &mut *mut hdfsReadStatistics) -> c_int;
+  
+  /// HDFS read statistics for a file,
+  /// 
+  /// #### Params
+  /// * ```stats``` - HDFS read statistics for a file.
+  /// 
+  /// #### Return
+  /// Return the number of remote bytes read.
+  pub fn hdfsReadStatisticsGetRemoteBytesRead(
+    stats: *const hdfsReadStatistics) -> int64_t;
+  
+  /// Free some HDFS read statistics.
+  ///
+  /// #### Params
+  /// * ```stats``` - The HDFS read statistics to free.
+  pub fn hdfsFileFreeReadStatistics(stats: *mut hdfsReadStatistics);
+  
+  /// Connect to a hdfs file system as a specific user.
+  ///
+  /// #### Params
+  /// * ```nn``` - The NameNode.  See hdfsBuilderSetNameNode for details.
+  /// * ```port``` - The port on which the server is listening.
+  /// * ```param``` - user the user name (this is hadoop domain user). 
+  /// Or ```NULL``` is equivelant to hhdfsConnect(host, port)
+  /// 
+  /// #### Return
+  /// Returns a handle to the filesystem or ```NULL``` on error.  
+  pub fn hdfsConnectAsUser(host: *const c_char, 
+                       uint16_t: u16, user: 
+                       *const c_char) -> *const hdfsFS;
+  
+  /// Connect to a hdfs file system.
+  ///
+  /// This API is deprecated. Use hdfsBuilderConnect instead.
+  ///
+  /// #### Params
+  /// * ```nn``` - The NameNode.  See hdfsBuilderSetNameNode for details.
+  /// * ```port``` - The port on which the server is listening.
+  ///
+  /// #### Return
+  /// Returns a handle to the filesystem or ```NULL``` on error.
+  pub fn hdfsConnect(host: *const c_char, uint16_t: tPort) -> *const hdfsFS;
+  
+  /// Connect to an hdfs file system.
+  /// 
+  /// Forces a new instance to be created. This API is deprecated.
+  /// Use hdfsBuilderConnect instead. 
+  ///
+  /// #### Params
+  /// * ```nn``` - The NameNode.  See hdfsBuilderSetNameNode for details.
+  /// * ```port``` - The port on which the server is listening.
+  /// * ```user``` - The user name to use when connecting
+  ///
+  /// #### Return
+  /// Returns a handle to the filesystem or ```NULL``` on error.
+  pub fn hdfsConnectAsUserNewInstance(host: *const c_char, 
+                    uint16_t: tPort,
+                    user: *const c_char) -> *const hdfsFS;
+  
+  /// Connect to an hdfs file system.
+  /// 
+  /// Forces a new instance to be created. This API is deprecated.
+  /// Use hdfsBuilderConnect instead. 
+  ///
+  /// #### Params
+  /// * ```nn``` - The NameNode.  See hdfsBuilderSetNameNode for details.
+  /// * ```port``` - The port on which the server is listening.
+  ///
+  /// #### Return
+  /// Returns a handle to the filesystem or ```NULL``` on error.
+  pub fn hdfsConnectNewInstance(host: *const c_char, 
+                            uint16_t: tPort) -> *const hdfsFS;
+  
+  /// Connect to HDFS using the parameters defined by the builder.
+  ///
+  /// The HDFS builder will be freed, whether or not the connection was successful.
+  ///
+  /// Every successful call to hdfsBuilderConnect should be matched with a call
+  /// to hdfsDisconnect, when the hdfsFS is no longer needed.
+  /// 
+  /// #### Params
+  /// * ```bld``` - The HDFS builder
+  ///
+  /// #### Return
+  /// Returns a handle to the filesystem, or ```NULL``` on error.
+  pub fn hdfsBuilderConnect(bld : *mut hdfsBuilder) -> *const hdfsFS;
+
+
+  /// Create an HDFS builder.
+  ///
+  /// #### Return
+  /// The HDFS builder, or ```NULL``` on error.
+  pub fn hdfsNewBuilder() -> *mut hdfsBuilder;
+  
+  /// Force the builder to always create a new instance of the FileSystem,
+  /// rather than possibly finding one in the cache.
+  ///
+  /// #### Params
+  /// * ```bld``` - The HDFS builder
+  pub fn hdfsBuilderSetForceNewInstance(bld: *mut hdfsBuilder);
+
+  /// Set the HDFS NameNode to connect to.
+  ///
+  /// #### Params
+  /// * bld - The HDFS builder
+  /// * nn - The NameNode to use. If the string given is 'default', the default NameNode
+  /// configuration will be used (from the XML configuration files).
+  /// If ```NULL``` is given, a LocalFileSystem will be created.
+  /// If the string starts with a protocol type such as ```file://``` or
+  /// ```hdfs://```, this protocol type will be used.  If not, the
+  /// ```hdfs://``` protocol type will be used.
+  /// You may specify a NameNode port in the usual way by
+  /// passing a string of the format ```hdfs://<hostname>:<port>```.
+  /// Alternately, you may set the port with hdfsBuilderSetNameNodePort.
+  /// However, you must not pass the port in two different ways.
+  pub fn hdfsBuilderSetNameNode(bld: *mut hdfsBuilder, host: *const c_char);
+
+  /// Set the port of the HDFS NameNode to connect to.
+  ///
+  /// #### Params
+  /// * bld - The HDFS builder
+  /// * port - The port.
+  pub fn hdfsBuilderSetNameNodePort(bld: *mut hdfsBuilder, port : uint16_t);
+
+  /// Set the username to use when connecting to the HDFS cluster.
+  ///
+  /// #### Params
+  /// * bld - The HDFS builder
+  /// * userName - The user name.  The string will be shallow-copied.
+  pub fn hdfsBuilderSetUserName(bld: *mut hdfsBuilder, userName: *const c_char);
+
+  /// Set the path to the Kerberos ticket cache to use when connecting to
+  /// the HDFS cluster.
+  ///
+  /// #### Params
+  /// * ```bld``` - The HDFS builder
+  /// * ```kerbTicketCachePath``` - The Kerberos ticket cache path.  The string
+  /// will be shallow-copied.
+  pub fn hdfsBuilderSetKerbTicketCachePath(bld: *mut hdfsBuilder, 
+      kerbTicketCachePath: *const c_char);
+
+  /// Free an HDFS builder.
+  ///
+  /// It is normally not necessary to call this function since
+  /// hdfsBuilderConnect frees the builder.
+  ///
+  /// #### Params
+  /// * ```bld``` - The HDFS builder
+  pub fn hdfsFreeBuilder(bld: *mut hdfsBuilder);
+  
+  /// Set a configuration string for an HdfsBuilder.
+  ///
+  /// #### Params
+  /// * ```key``` - The key to set.
+  /// * ```val``` - The value, or ```NULL``` to set no value.
+  /// This will be shallow-copied.  You are responsible for
+  /// ensuring that it remains valid until the builder is freed.
+  ///
+  /// #### Return
+  /// 0 on success; nonzero error code otherwise.
+  pub fn hdfsBuilderConfSetStr(bld: *mut hdfsBuilder, 
+                           key: *const c_char , value: *const c_char) -> c_int;
+  
+  /// Get a configuration string.
+  ///
+  /// #### Params
+  /// * ```key``` - The key to find
+  /// * ```val``` - (out param) The value.  This will be set to NULL if the
+  /// key isn't found.  You must free this string with
+  /// ```hdfsConfStrFree```.
+  ///
+  /// #### Return
+  /// 0 on success; nonzero error code otherwise. 
+  /// Failure to find the key is not an error.
+  pub fn hdfsConfGetStr(value : *const c_char, val: *mut *mut c_char) -> c_int;
+
+  /// Get a configuration integer.
+  /// 
+  /// #### Params
+  /// * ```key``` - The key to find
+  /// * ```val``` - (out param) The value.  This will NOT be changed if the
+  /// key isn't found.
+  ///
+  /// #### Return
+  /// 0 on success; nonzero error code otherwise.
+  /// Failure to find the key is not an error.
+  pub fn hdfsConfGetInt(key: *const c_char, val: *mut int32_t) -> c_int;
+  
+  /// Free a configuration string found with hdfsConfGetStr. 
+  ///
+  /// #### Params
+  /// * ```val``` - A configuration string obtained from hdfsConfGetStr
+  pub fn hdfsConfStrFree(val: *const c_char);
+   
+  /// hdfsDisconnect - Disconnect from the hdfs file system.
+  /// Disconnect from hdfs.
+  ///
+  /// #### Params
+  /// * ```fs``` - The configured filesystem handle.
+  /// 
+  /// #### Return
+  /// Returns 0 on success, -1 on error.
+  /// Even if there is an error, the resources associated with the
+  /// hdfsFS will be freed.
+  pub fn hdfsDisconnect(fs: *const hdfsFS) -> c_int;
+
+  /// Open a hdfs file in given mode.
+  /// 
+  /// #### Params
+  /// * ```fs``` - The configured filesystem handle.
+  /// * ```file``` - The file handle.
+  /// * ```flags``` - an ```|``` of ```bits/fcntl.h``` file flags - 
+  /// supported flags are O_RDONLY, O_WRONLY (meaning create or overwrite 
+  /// i.e., implies O_TRUNCAT), O_WRONLY|O_APPEND. Other flags are generally 
+  /// ignored other than (O_RDWR || (O_EXCL & O_CREAT)) which return ```NULL``` and 
+  /// set errno equal ENOTSUP.
+  /// * ```bufferSize``` - Size of buffer for read/write - pass 0 if you want
+  /// to use the default configured values.
+  /// * ```replication``` Block replication - pass 0 if you want to use
+  /// the default configured values.
+  /// * ```blocksize``` - Size of block - pass 0 if you want to use the
+  /// default configured values.
+  ///
+  /// #### Return
+  /// Returns 0 on success, -1 on error. On error, errno will be set appropriately.
+  /// If the hdfs file was valid, the memory associated with it will
+  /// be freed at the end of this call, even if there was an I/O error.
+  pub fn hdfsOpenFile(fs: *const hdfsFS, path: *const c_char, flags: c_int, 
+                      bufferSize: c_int, replication: c_short, 
+                      blocksize: int32_t) -> *const hdfsFile;
+
+
+  /// Close an open file. 
+  ///
+  /// #### Params
+  /// * ```fs``` - The configured filesystem handle.
+  /// * ```file``` - The file handle.
+  ///
+  /// #### Return
+  /// Returns 0 on success, -1 on error.  On error, errno will be set 
+  /// appropriately.If the hdfs file was valid, the memory associated 
+  /// with it will be freed at the end of this call, even if there was 
+  /// an I/O error.
+  pub fn hdfsCloseFile(fs: *const hdfsFS, file: *const hdfsFile) -> c_int;
+
+  /// Checks if a given path exsits on the filesystem 
+  ///
+  /// #### Params
+  /// * ```fs``` - The configured filesystem handle.
+  /// * ```path``` - The path to look for
+  ///
+  /// #### Return
+  /// Returns 0 on success, -1 on error.  
+  pub fn hdfsExists(fs: *const hdfsFS, path: *const c_char) -> c_int;
+
+   
+  /// Seek to given offset in file.
+  ///
+  /// This works only for files opened in read-only mode. 
+  ///
+  /// #### Params
+  /// ```fs``` The configured filesystem handle.
+  /// ```file``` The file handle.
+  /// ```desiredPos``` Offset into the file to seek into.
+  ///
+  /// #### Return
+  /// @return Returns 0 on success, -1 on error.
+  pub fn hdfsSeek(fs: *const hdfsFS, file: *const hdfsFile, 
+    desiredPos: tOffset) -> c_int;
+
+  /// Get the current offset in the file, in bytes.
+  ///
+  /// #### Params
+  ///
+  /// ```fs``` - The configured filesystem handle.
+  /// ```file``` - The file handle.
+  ///
+  /// #### Return
+  /// Current offset, -1 on error.
+  pub fn hdfsTell(fs: *const hdfsFS, file: *const hdfsFile) -> tOffset;
+
+  /// Read data from an open file.
+  ///
+  /// #### Params
+  /// * ```fs``` - The configured filesystem handle.
+  /// * ```file``` - The file handle.
+  /// * ```buffer``` - The buffer to copy read bytes into.
+  /// * ```length``` - The length of the buffer.
+  ///
+  /// #### Return
+  /// On success, a positive number indicating how many bytes were read.
+  /// On end-of-file, 0. On error, -1.  Errno will be set to the error code.
+  /// Just like the POSIX read function, hdfsRead will return -1
+  /// and set errno to EINTR if data is temporarily unavailable,
+  /// but we are not yet at the end of the file.
+  pub fn hdfsRead(fs: *const hdfsFS, file: *const hdfsFile, buffer: *mut c_void, 
+    length: tSize) -> tSize;
+
+  /// Positional read of data from an open file.
+  ///
+  /// #### Params
+  /// * ```fs``` - The configured filesystem handle.
+  /// * ```file``` - The file handle.
+  /// * ```position``` - Position from which to read
+  /// * ```buffer``` - The buffer to copy read bytes into.
+  /// * ```length``` - The length of the buffer.
+  ///
+  /// #### Return
+  /// See hdfsRead
+  pub fn hdfsPread(fs: *const hdfsFS, file: *const hdfsFile, position: tOffset,
+    buffer: *mut c_void, length: tSize) -> tSize;
+
+  /// Write data into an open file.
+  ///
+  /// #### Params
+  /// * ```fs``` - The configured filesystem handle.
+  /// * ```file``` - The file handle.
+  /// * ```buffer``` - The data.
+  /// * ```length``` - The no. of bytes to write. 
+  ///
+  /// #### Return
+  /// the number of bytes written, -1 on error.
+  pub fn hdfsWrite(fs: *const hdfsFS, file: *const hdfsFile, 
+    buffer: *const c_void, length: tSize) -> tSize;
+
+  /// Flush the data. 
+  ///
+  /// #### Params
+  /// * ```fs``` - The configured filesystem handle.
+  /// * ```file``` - The file handle.
+  ///
+  /// #### Return
+  /// Returns 0 on success, -1 on error. 
+  pub fn hdfsFlush(fs: *const hdfsFS, file: *const hdfsFile) -> c_int;
+
+  /// Flush out the data in client's user buffer. After the return of this 
+  /// call, new readers will see the data.
+  ///
+  /// #### Params
+  /// * ```fs``` - The configured filesystem handle.
+  /// * ```file``` - The file handle.
+  ///
+  /// #### Return
+  /// 0 on success, -1 on error and sets errno
+  pub fn hdfsHFlush(fs: *const hdfsFS, file: *const hdfsFile) -> c_int;
+
+  /// Similar to posix fsync, Flush out the data in client's 
+  /// user buffer. all the way to the disk device (but the disk may have
+  /// it in its cache).
+  ///
+  /// #### Params
+  /// * ```fs``` - The configured filesystem handle.
+  /// * ```file``` - The file handle.
+  ///
+  /// #### Return
+  /// 0 on success, -1 on error and sets errno
+  pub fn hdfsHSync(fs: *const hdfsFS, file: *const hdfsFile) -> c_int;
+
+  /// Number of bytes that can be read from this input stream without 
+  /// blocking.
+  ///
+  /// #### Params
+  /// * ```fs``` - The configured filesystem handle.
+  /// * ```file``` - The file handle.
+  ///
+  /// #### Return
+  /// 0 on success, -1 on error and sets errno
+  pub fn hdfsAvailable(fs: *const hdfsFS, file: *const hdfsFile) -> c_int;
+
+  /// Copy file from one filesystem to another.
+  ///
+  /// #### Params
+  /// * ```srcFS``` - The handle to source filesystem.
+  /// * ```src``` - The path of source file. 
+  /// * ```dstFS``` - The handle to destination filesystem.
+  /// * ```dst``` - The path of destination file.
+  ///
+  /// #### Return
+  /// Returns 0 on success, -1 on error.
+  pub fn hdfsCopy(srcFS: *const hdfsFS, src: *const c_char, 
+    dstFS: *const hdfsFS, dst: *const c_char) -> c_int;
+
+  /// Move file from one filesystem to another.
+  ///
+  /// #### Params
+  /// * ```srcFS``` - The handle to source filesystem.
+  /// * ```src``` - The path of source file. 
+  /// * ```dstFS``` - The handle to destination filesystem.
+  /// * ```dst``` - The path of destination file. 
+  ///
+  /// #### Return
+  /// Returns 0 on success, -1 on error.
+  pub fn hdfsMove(srcFS: *const hdfsFS, src: *const c_char, 
+    dstFS: *const hdfsFS, dst: *const c_char) -> c_int;
+
+  /// Delete file. 
+  ///
+  /// #### Params
+  /// * ```fs``` - The configured filesystem handle.
+  /// * ```path``` - The path of the file. 
+  /// * ```recursive``` - if path is a directory and set to 
+  /// non-zero, the directory is deleted else throws an exception. In
+  /// case of a file the recursive argument is irrelevant.
+  ///
+  /// #### Return
+  /// Returns 0 on success, -1 on error. 
+  pub fn hdfsDelete(fs: *const hdfsFS, path: *const c_char, 
+    recursive: c_int) -> c_int;
+
+  /// Rename file. 
+  ///
+  /// #### Params
+  /// * ```fs``` - The configured filesystem handle.
+  /// * ```oldPath``` - The path of the source file. 
+  /// * ```newPath``` - The path of the destination file. 
+  ///
+  /// #### Return
+  /// Returns 0 on success, -1 on error.
+  pub fn hdfsRename(fs: *const hdfsFS, oldPath: *const c_char, 
+    newPath: *const c_char) -> c_int;
+
+  /// Get the current working directory for the given filesystem.
+  ///
+  /// #### Params
+  /// * ```fs``` - The configured filesystem handle.
+  /// * ```buffer``` - The user-buffer to copy path of cwd into. 
+  /// * ```bufferSize``` - The length of user-buffer.
+  ///
+  /// #### Return
+  /// Returns buffer, ```NULL``` on error.
+  pub fn hdfsGetWorkingDirectory(fs: *const hdfsFS, buffer: *mut c_char, 
+    bufferSize: size_t) -> *mut c_char;
+
+  /// Set the working directory. All relative paths will be resolved relative 
+  /// to it.
+  ///
+  /// #### Params
+  /// * ```fs``` - The configured filesystem handle.
+  /// * ```path``` - The path of the new 'cwd'. 
+  ///
+  /// #### Return
+  /// Returns 0 on success, -1 on error. 
+  pub fn hdfsSetWorkingDirectory(fs: *const hdfsFS, path: *const c_char) 
+    -> c_int;
+
+  /// Make the given file and all non-existent parents into directories.
+  ///  
+  /// #### Params
+  /// * ```fs``` - The configured filesystem handle.
+  /// * ```path``` - The path of the directory. 
+  ///
+  /// #### Return
+  /// Returns 0 on success, -1 on error. 
+  pub fn hdfsCreateDirectory(fs: *const hdfsFS, path: *const c_char) -> c_int;
+
+  /// Set the replication of the specified file to the supplied value
+  ///
+  /// #### Params
+  /// * ```fs``` The configured filesystem handle.
+  /// * ```path``` The path of the directory.
+  ///
+  /// #### Return
+  /// Returns 0 on success, -1 on error. 
+  pub fn hdfsSetReplication(fs: *const hdfsFS, path: *const c_char, 
+    replication: int16_t) -> c_int;
+
+
+  /// Get list of files/directories for a given directory-path.
+  /// hdfsFreeFileInfo should be called to deallocate memory.
+  ///
+  /// #### Params
+  /// * ```fs``` - The configured filesystem handle.
+  /// * ```path``` - The path of the directory. 
+  /// * ```numEntries``` - Set to the number of files/directories in path.
+  ///
+  /// #### Return
+  /// Returns a dynamically-allocated array of hdfsFileInfo objects; ```NULL``` on 
+  /// error.
+  pub fn hdfsListDirectory(fs: *const hdfsFS, path: *const c_char,
+    numEntries: *mut c_int) -> *const hdfsFileInfo;
+
+  /// Get information about a path as a (dynamically allocated) single
+  /// hdfsFileInfo struct. hdfsFreeFileInfo should be called when the 
+  /// pointer is no longer needed.
+  ///
+  /// #### Params
+  /// * ```fs``` - The configured filesystem handle.
+  /// * ```path``` The path of the file.
+  /// 
+  /// #### Params
+  /// Returns a dynamically-allocated hdfsFileInfo object; ```NULL``` on error.
+  pub fn hdfsGetPathInfo(fs: *const hdfsFS, path: *const c_char) 
+    -> *const hdfsFileInfo;
+
+  /// Free up the hdfsFileInfo array (including fields) 
+  ///
+  /// #### Params
+  /// * ```hdfsFileInfo``` The array of dynamically-allocated hdfsFileInfo objects.
+  /// * ```numEntries``` The size of the array.
+  pub fn hdfsFreeFileInfo(hdfsFileInfo: *const hdfsFileInfo, numEntries: c_int);
+
+  /// hdfsFileIsEncrypted: determine if a file is encrypted based on its
+  /// hdfsFileInfo.
+  ///
+  /// #### Return
+  /// -1 if there was an error (errno will be set), 0 if the file is
+  /// not encrypted, 1 if the file is encrypted.
+  pub fn hdfsFileIsEncrypted(hdfsFileInfo: *const hdfsFileInfo) -> c_int;
+
+  /// Get hostnames where a particular block (determined by pos & blocksize) 
+  /// of a file is stored. The last element in the array is ```NULL```. 
+  /// Due to replication, a single block could be present on multiple hosts.
+  /// 
+  /// #### Params
+  /// * ```fs``` The configured filesystem handle.
+  /// * ```path``` - The path of the file. 
+  /// * ```start``` - The start of the block.
+  /// * ```length``` - The length of the block.
+  ///
+  /// #### Return
+  /// Returns a dynamically-allocated 2-d array of blocks-hosts; ```NULL``` 
+  /// on error.
+  pub fn hdfsGetHosts(fs: *const hdfsFS, path: *const c_char,
+            start: tOffset, length: tOffset) -> *const *const *const c_char;
+
+  /// Free up the structure returned by hdfsGetHosts
+  ///
+  /// #### Params
+  /// * ```hdfsFileInfo``` - The array of dynamically-allocated 
+  /// hdfsFileInfo objects.
+  /// * ```numEntries``` - The size of the array.
+  pub fn hdfsFreeHosts(blockHosts: *const *const *const c_char);
+
+  /// Get the default blocksize.
+  ///
+  /// This API is deprecated. Use hdfsGetDefaultBlockSizeAtPath instead.
+  /// 
+  /// #### Params
+  /// * ```fs``` - The configured filesystem handle.
+  ///
+  /// #### Return
+  /// Returns the default blocksize, or -1 on error.
+  pub fn hdfsGetDefaultBlockSize(fs: *const hdfsFS) -> tOffset;
+
+  /// Get the default blocksize at the filesystem indicated by a given path.
+  ///
+  /// #### Params
+  /// * ```fs``` - The configured filesystem handle.
+  /// * ```path``` - The given path will be used to locate the actual
+  /// filesystem.  The full path does not have to exist.
+  ///
+  /// #### Return
+  /// Returns the default blocksize, or -1 on error.
+  pub fn hdfsGetDefaultBlockSizeAtPath(fs: *const hdfsFS, path: *const c_char) 
+    -> tOffset;
+
+  /// Return the raw capacity of the filesystem. 
+  ///
+  /// #### Params
+  /// * ```fs``` - The configured filesystem handle.
+  ///
+  /// #### Return
+  /// Returns the raw-capacity; -1 on error. 
+  pub fn hdfsGetCapacity(fs: *const hdfsFS) -> tOffset;
+
+  /// Return the total raw size of all files in the filesystem.
+  ///
+  /// #### Params
+  /// * ```fs``` - The configured filesystem handle.
+  /// #### Return
+  /// Returns the total-size; -1 on error. 
+  pub fn hdfsGetUsed(fs: *const hdfsFS) -> tOffset;
+
+  /// Change the user and/or group of a file or directory.
+  ///
+  /// #### Params
+  /// * ```fs``` - The configured filesystem handle.
+  /// * ```path``` - the path to the file or directory
+  /// * ```owner``` - User string.  Set to ```NULL``` for 'no change'
+  /// * ```group``` - Group string.  Set to ```NULL``` for 'no change'
+  ///
+  /// #### Return
+  /// 0 on success else -1
+  pub fn hdfsChown(fs: *const hdfsFS, path: *const c_char,
+    owner: *const c_char, group: *const c_char) -> c_int;
+
+  /// hdfsChmod
+  ///
+  /// #### Params
+  /// * ```fs``` - The configured filesystem handle.
+  /// * ```path``` - the path to the file or directory
+  ///
+  /// #### Return
+  /// 0 on success else -1
+  pub fn hdfsChmod(fs: *const hdfsFS, path: *const c_char, mode: c_short) 
+    -> c_int;
+
+  /// hdfsUtime
+  ///
+  /// #### Params
+  /// * ```fs``` - The configured filesystem handle.
+  /// * ```path``` - the path to the file or directory
+  /// * ```mtime``` - new modification time or -1 for no change
+  /// * ```atime``` - new access time or -1 for no change
+  ///
+  /// #### Return
+  /// 0 on success else -1
+  pub fn hdfsUtime(fs: *const hdfsFS, path: *const c_char, mtime: tTime, 
+    atime: tTime) -> c_int;
+
+  /// Allocate a zero-copy options structure.
+  ///
+  /// You must free all options structures allocated with this function using
+  /// hadoopRzOptionsFree.
+  ///
+  /// #### Return 
+  /// A zero-copy options structure, or ```NULL``` if one could not be allocated.
+  /// If ```NULL``` is returned, errno will contain the error number.
+  pub fn hadoopRzOptionsAlloc() -> *const hadoopRzOptions;
+
+  /// Determine whether we should skip checksums in read0.
+  ///
+  /// #### Params
+  /// * ```opts``` - The options structure.
+  /// * ```skip``` - Nonzero to skip checksums sometimes; zero to always
+  /// check them.
+  ///
+  /// #### Return
+  /// 0 on success; -1 plus errno on failure.
+  pub fn hadoopRzOptionsSetSkipChecksum(
+            opts: *const hadoopRzOptions, skip: c_int) -> c_int;
+
+  /// Set the ByteBufferPool to use with read0.
+  ///
+  /// #### Params
+  /// * ```opts``` - The options structure.
+  /// * ```className``` - If this is ```NULL```, we will not use any
+  /// ByteBufferPool.  If this is non-NULL, it will be
+  /// treated as the name of the pool class to use.
+  /// For example, you can use ELASTIC_BYTE_BUFFER_POOL_CLASS.
+  ///
+  /// #### Return
+  /// 0 if the ByteBufferPool class was found and instantiated;
+  /// -1 plus errno otherwise.
+  pub fn hadoopRzOptionsSetByteBufferPool(
+            opts: *const hadoopRzOptions, className: *const c_char) -> c_int;
+
+  /// Free a hadoopRzOptionsFree structure.
+  ///
+  /// #### Params
+  /// * ```opts``` - The options structure to free.
+  /// Any associated ByteBufferPool will also be freed.  
+  pub fn hadoopRzOptionsFree(opts: *const hadoopRzOptions);
+
+  /// Perform a byte buffer read. If possible, this will be a zero-copy 
+  /// (mmap) read.
+  ///
+  /// #### Params
+  /// * ```file``` - The file to read from.
+  /// * ```opts``` - An options structure created by hadoopRzOptionsAlloc.
+  /// * ```maxLength``` - The maximum length to read.  We may read fewer bytes
+  /// than this length.
+  ///
+  /// #### Return
+  /// On success, we will return a new hadoopRzBuffer. This buffer will 
+  /// continue to be valid and readable until it is released by 
+  /// readZeroBufferFree. Failure to release a buffer will lead to a memory 
+  /// leak. You can access the data within the hadoopRzBuffer with 
+  /// hadoopRzBufferGet.  If you have reached EOF, the data within the 
+  /// hadoopRzBuffer will be ```NULL```. You must still free hadoopRzBuffer 
+  /// instances containing ```NULL```.
+  ///
+  /// On failure, we will return ```NULL``` plus an errno code. 
+  /// ```errno = EOPNOTSUPP``` indicates that we could not do a zero-copy
+  ///  read, and there was no ByteBufferPool supplied.
+  pub fn hadoopReadZero(file: *const hdfsFile, opts: *const hadoopRzOptions, 
+    maxLength: int32_t) -> *const hadoopRzBuffer;
+
+  /// Determine the length of the buffer returned from readZero.
+  ///
+  /// #### Params
+  /// * ```buffer``` - a buffer returned from readZero.
+  ///
+  /// #### Return
+  /// the length of the buffer.
+  pub fn hadoopRzBufferLength(buffer: *const hadoopRzBuffer) -> int32_t;
+
+  /// Get a pointer to the raw buffer returned from readZero.
+  ///
+  /// #### Params
+  /// * ```buffer``` - a buffer returned from readZero.
+  ///
+  /// #### Return
+  /// a pointer to the start of the buffer.  This will be ```NULL``` when 
+  /// end-of-file has been reached.
+  pub fn hadoopRzBufferGet(buffer: *const hadoopRzBuffer) -> *const c_void;
+
+  /// Release a buffer obtained through readZero.
+  ///
+  /// #### Params
+  /// * ```file``` - The hdfs stream that created this buffer.  This must be
+  /// the same stream you called hadoopReadZero on.
+  ///
+  /// #### Return
+  /// The buffer to release.
+  pub fn hadoopRzBufferFree(file: *const hdfsFile, buffer: *const hadoopRzBuffer);
+}
+
+
+/// Opaque Pointer for NativeMiniDfsCluster
+pub enum NativeMiniDfsCluster {}
+
+/// Represents a configuration to use for creating a Native MiniDFSCluster
+#[repr(C)]
+#[allow(non_snake_case)]
+pub struct MiniDfsConf 
+{
+  /// Nonzero if the cluster should be formatted prior to startup.
+  do_format: c_uchar,
+  /// Whether or not to enable webhdfs in MiniDfsCluster
+  webhdfs_enabled: c_uchar,
+  /// The http port of the namenode in MiniDfsCluster
+  namenode_http_port: c_int,
+  /// Nonzero if we should configure short circuit.
+  short_circuit_enabled: c_uchar
+}
+
+impl MiniDfsConf 
+{
+  pub fn new() -> MiniDfsConf 
+  {
+    MiniDfsConf {
+      do_format: 1,
+      webhdfs_enabled: 0,
+      namenode_http_port: 0,
+      short_circuit_enabled: 0
+    }
+  }
+
+  /// Set TRUE if the cluster should be formatted prior to startup
+  pub fn set_do_format(&mut self, on: bool) -> &mut MiniDfsConf 
+  {
+    self.do_format = if on { 1 } else { 0 };
+    self
+  }
+
+  /// The cluster will be formatted prior to startup if TRUE
+  pub fn do_format(&self) -> bool 
+  {
+    if self.do_format != 0 { true } else { false }
+  }
+
+  /// Set TRUE in order to enable webhdfs in MiniDfsCluster
+  pub fn set_web_hdfs(&mut self, enable: bool) -> &mut MiniDfsConf 
+  {
+    self.webhdfs_enabled = if enable { 1 } else { 0 };
+    self
+  }
+
+  /// webhdfs in MiniDfsCluster will be available if TRUE
+  pub fn web_hdfs_enabled(&self) -> bool 
+  {
+    if self.webhdfs_enabled != 0 { true } else { false } 
+  }
+
+  /// Set http port of the namenode in MiniDfsCluster
+  pub fn set_http_port(&mut self, port: i32) -> &mut MiniDfsConf 
+  {
+    self.namenode_http_port = port as c_int;
+    self
+  }
+
+  /// The http port of the namenode in MiniDfsCluster
+  pub fn http_port(&self) -> i32 
+  {
+    self.namenode_http_port
+  }
+
+  /// Set TRUE if we should configure short circuit.
+  pub fn set_short_circuit(&mut self, enable: bool) -> &mut MiniDfsConf 
+  {
+    self.short_circuit_enabled = if enable { 1 } else { 0 };
+    self
+  }
+
+  /// short circuit will be available if TRUE
+  pub fn short_circuit_enabled(&self) -> bool 
+  {
+    if self.short_circuit_enabled != 0 { true } else { false } 
+  }
+}
+
+#[link(name="hdfs")]
+extern "C" {
+  /// Create a NativeMiniDfsCluster
+  ///
+  /// #### Params
+  /// * ```conf``` - (inout) The cluster configuration
+  ///
+  /// #### Return
+  /// * Return a ```NativeMiniDfsCluster````, or a ```NULL``` pointer on error.
+  pub fn nmdCreate(conf: *const MiniDfsConf) -> *mut NativeMiniDfsCluster;
+
+  /// Wait until a MiniDFSCluster comes out of safe mode.
+  ///
+  /// #### Params
+  /// * ```cl``` - The cluster
+  ///
+  /// #### Return
+  /// * 0 on success; a non-zero error code if the cluster fails to
+  /// come out of safe mode.
+  pub fn nmdWaitClusterUp(cl: *const NativeMiniDfsCluster) -> c_int;
+
+  /// Shut down a NativeMiniDFS cluster
+  ///
+  /// #### Params
+  /// * ```cl``` - The cluster
+  /// 
+  /// #### Return
+  /// * 0 on success; a non-zero error code if an exception is thrown.
+  pub fn nmdShutdown(cl: *const NativeMiniDfsCluster) -> c_int;
+
+  /// Destroy a Native MiniDFSCluster
+  ///
+  /// #### Params
+  /// * ```cl``` - The cluster to destroy
+  pub fn nmdFree(cl: *const NativeMiniDfsCluster) -> c_void;
+
+  /// Get the port that's in use by the given (non-HA) nativeMiniDfs
+  ///
+  /// #### Params
+  /// * ```cl``` - The initialized NativeMiniDfsCluster
+  ///
+  /// #### Return
+  /// the port, or a negative error code
+  pub fn nmdGetNameNodePort(cl: *const NativeMiniDfsCluster) -> c_int;
+
+  /// Get the http address that's in use by the given (non-HA) nativeMiniDfs
+  ///
+  /// #### Params
+  /// * ```cl``` - The initialized NativeMiniDfsCluster
+  /// * ```port``` - Used to capture the http port of the NameNode 
+  /// of the NativeMiniDfsCluster
+  /// * hostName  Used to capture the http hostname of the NameNode
+  /// of the NativeMiniDfsCluster
+  pub fn nmdGetNameNodeHttpAddress(cl: *const NativeMiniDfsCluster,
+    port: *mut c_int, hostName: *mut *mut c_char) -> c_int;
+
+  /// Configure the HDFS builder appropriately to connect to this cluster.
+  ///
+  /// #### Params
+  /// * ```bld``` - The hdfs builder
+  /// 
+  /// #### Return
+  /// the port, or a negative error code
+  pub fn nmdConfigureHdfsBuilder(cl: *const NativeMiniDfsCluster, 
+    bld: *const hdfsBuilder) -> c_int;
+
+  pub fn printCstr(s: *const c_char)->c_int;
+}
\ No newline at end of file
diff --git a/src/io/hdfs/src/util.rs b/src/io/hdfs/src/util.rs
new file mode 100644
index 00000000..18c1321e
--- /dev/null
+++ b/src/io/hdfs/src/util.rs
@@ -0,0 +1,73 @@
+use std::ffi::{CString, CStr};
+use std::str;
+use libc::{c_char, c_int};
+
+use err::HdfsErr;
+use native::*;
+use dfs::HdfsFs;
+
+pub fn str_to_chars(s: &mut String) -> *const c_char {
+  s.push('\0');
+  s.as_bytes().as_ptr() as *const i8
+}
+
+pub fn chars_to_str<'a>(chars: *const c_char) -> &'a str {
+  let slice = unsafe { CStr::from_ptr(chars) }.to_bytes();
+  str::from_utf8(slice).unwrap()
+}
+
+pub fn bool_to_c_int(val: bool) -> c_int {
+  if val { 1 } else { 0 }
+}
+
+/// Hdfs Utility
+pub struct HdfsUtil;
+
+/// HDFS Utility
+impl HdfsUtil {
+
+  /// Copy file from one filesystem to another.
+  ///
+  /// #### Params
+  /// * ```srcFS``` - The handle to source filesystem.
+  /// * ```src``` - The path of source file.
+  /// * ```dstFS``` - The handle to destination filesystem.
+  /// * ```dst``` - The path of destination file.
+  pub fn copy(src_fs: &HdfsFs, src: &str, dst_fs: &HdfsFs, dst: &str)
+      -> Result<bool, HdfsErr> {
+    let res = unsafe {
+      let mut s_src = String::from(src);
+      let mut s_dst = String::from(dst);
+      hdfsCopy(src_fs.raw(), str_to_chars(&mut s_src), dst_fs.raw(), str_to_chars(&mut s_dst))
+    };
+
+    if res == 0 {
+      Ok(true)
+    } else {
+      Err(HdfsErr::Unknown)
+    }
+  }
+
+  /// Move file from one filesystem to another.
+  ///
+  /// #### Params
+  /// * ```srcFS``` - The handle to source filesystem.
+  /// * ```src``` - The path of source file.
+  /// * ```dstFS``` - The handle to destination filesystem.
+  /// * ```dst``` - The path of destination file.
+  pub fn mv(src_fs: &HdfsFs, src: &str, dst_fs: &HdfsFs, dst: &str)
+      -> Result<bool, HdfsErr> {
+
+    let res = unsafe {
+      let mut s_src = String::from(src);
+      let mut s_dst = String::from(dst);
+      hdfsMove(src_fs.raw(), str_to_chars(&mut s_src), dst_fs.raw(), str_to_chars(&mut s_dst))
+    };
+
+    if res == 0 {
+      Ok(true)
+    } else {
+      Err(HdfsErr::Unknown)
+    }
+  }
+}
\ No newline at end of file
diff --git a/src/lib.rs b/src/lib.rs
index 28ab286d..cd54560d 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -37,6 +37,7 @@ extern crate serde_json;
 extern crate log;
 #[macro_use]
 extern crate serde_derive;
+extern crate hdfs;
 
 pub mod algorithm;
 pub mod generic;
diff --git a/tests/io.rs b/tests/io.rs
index b1c11f1d..979fee16 100644
--- a/tests/io.rs
+++ b/tests/io.rs
@@ -22,10 +22,11 @@ extern crate rust_graph;
 extern crate tempfile;
 
 use rust_graph::graph_gen::{random_gnm_graph, random_gnm_graph_unlabeled};
-use rust_graph::graph_impl::{DiGraphMap, GraphMap, UnGraphMap};
+use rust_graph::graph_impl::{DiGraphMap, GraphMap, TypedGraphMap, UnGraphMap};
 use rust_graph::io::{read_from_csv, write_to_csv};
 use rust_graph::prelude::*;
 
+use rust_graph::io::csv::read_from_hdfs;
 use tempfile::TempDir;
 
 #[test]
@@ -114,3 +115,23 @@ fn test_cvs_labeled() {
     );
     assert_eq!(g, g_);
 }
+
+#[test]
+fn test_csv_hdfs_read() {
+    let path_to_nodes = "hdfs://localhost:9000/labelled/nodes.csv";
+    let path_to_edges = "hdfs://localhost:9000/labelled/edges.csv";
+    let node_labels = &vec!["a".to_owned(), "b".to_owned()];
+    let edge_labels = &vec![1, 2, 3];
+    let mut g_: TypedGraphMap<u32, String, i32, Directed, u32> =
+        GraphMap::with_label_map(node_labels.into(), edge_labels.into());
+
+    read_from_hdfs(
+        &mut g_,
+        vec![path_to_nodes],
+        vec![path_to_edges],
+        Some(","),
+        true,
+        false
+    );
+    println!("{:?}", g_);
+}

From 1c6d4e2567a8f14281c5dae6cecbc417817c044b Mon Sep 17 00:00:00 2001
From: Michael Chen <920901835@qq.com>
Date: Tue, 23 Jul 2019 16:56:17 +0800
Subject: [PATCH 313/391] fix:HDFSReader&&ignore test&&README.md

---
 Cargo.toml                                    |   2 +-
 README.md                                     | 104 +-
 src/io/csv/mod.rs                             |  26 +-
 src/io/csv/reader.rs                          |  71 +-
 src/io/hdfs/{ => hdfs_lib}/Cargo.toml         |   0
 src/io/hdfs/{ => hdfs_lib}/build.rs           |   0
 src/io/hdfs/hdfs_lib/src/dfs.rs               | 910 ++++++++++++++++++
 src/io/hdfs/{ => hdfs_lib}/src/err.rs         |  10 +-
 src/io/hdfs/{ => hdfs_lib}/src/lib.rs         |   2 -
 .../{ => hdfs_lib}/src/libhdfs/exception.h    |   0
 src/io/hdfs/{ => hdfs_lib}/src/libhdfs/hdfs.h |   0
 .../{ => hdfs_lib}/src/libhdfs/hdfs_test.h    |   0
 .../{ => hdfs_lib}/src/libhdfs/jni_helper.h   |   0
 .../src/libhdfs/native_mini_dfs.c             |   2 +-
 .../src/libhdfs/native_mini_dfs.h             |   0
 .../{ => hdfs_lib}/src/libhdfs/platform.h     |   0
 src/io/hdfs/{ => hdfs_lib}/src/minidfs.rs     |   0
 src/io/hdfs/{ => hdfs_lib}/src/native.rs      |   0
 src/io/hdfs/hdfs_lib/src/util.rs              |  83 ++
 src/io/hdfs/mod.rs                            |  56 ++
 src/io/hdfs/reader.rs                         | 173 ++++
 src/io/hdfs/src/dfs.rs                        | 897 -----------------
 src/io/hdfs/src/util.rs                       |  73 --
 src/io/mod.rs                                 |   4 +-
 src/io/read.rs                                |  32 +
 tests/io.rs                                   |   7 +-
 26 files changed, 1384 insertions(+), 1068 deletions(-)
 rename src/io/hdfs/{ => hdfs_lib}/Cargo.toml (100%)
 rename src/io/hdfs/{ => hdfs_lib}/build.rs (100%)
 create mode 100644 src/io/hdfs/hdfs_lib/src/dfs.rs
 rename src/io/hdfs/{ => hdfs_lib}/src/err.rs (63%)
 rename src/io/hdfs/{ => hdfs_lib}/src/lib.rs (95%)
 rename src/io/hdfs/{ => hdfs_lib}/src/libhdfs/exception.h (100%)
 rename src/io/hdfs/{ => hdfs_lib}/src/libhdfs/hdfs.h (100%)
 rename src/io/hdfs/{ => hdfs_lib}/src/libhdfs/hdfs_test.h (100%)
 rename src/io/hdfs/{ => hdfs_lib}/src/libhdfs/jni_helper.h (100%)
 rename src/io/hdfs/{ => hdfs_lib}/src/libhdfs/native_mini_dfs.c (99%)
 rename src/io/hdfs/{ => hdfs_lib}/src/libhdfs/native_mini_dfs.h (100%)
 rename src/io/hdfs/{ => hdfs_lib}/src/libhdfs/platform.h (100%)
 rename src/io/hdfs/{ => hdfs_lib}/src/minidfs.rs (100%)
 rename src/io/hdfs/{ => hdfs_lib}/src/native.rs (100%)
 create mode 100644 src/io/hdfs/hdfs_lib/src/util.rs
 create mode 100644 src/io/hdfs/mod.rs
 create mode 100644 src/io/hdfs/reader.rs
 delete mode 100644 src/io/hdfs/src/dfs.rs
 delete mode 100644 src/io/hdfs/src/util.rs
 create mode 100644 src/io/read.rs

diff --git a/Cargo.toml b/Cargo.toml
index c69a2f5a..7ae924c6 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -28,7 +28,7 @@ fxhash = "0.2.1"
 rocksdb = "0.12.2"
 lru = "0.1.15"
 scoped_threadpool = "0.1.9"
-hdfs={path="src//io//hdfs"}
+hdfs={path="src//io//hdfs//hdfs_lib"}
 
 
 [dev-dependencies]
diff --git a/README.md b/README.md
index c5e4945d..29f65df6 100644
--- a/README.md
+++ b/README.md
@@ -1,3 +1,105 @@
 # rust\_graph\_lib
 
-A graph libary written in Rust. 
\ No newline at end of file
+A graph libary written in Rust. 
+
+##Setup for hdfs reading support
+###1. Download hadoop and environment variables
+1.1 Requirement:
+* Hadoop version >= [2.6.5](http://mirror.bit.edu.cn/apache/hadoop/common/hadoop-2.6.5/)
+* Java >=1.8
+* Linux Environment
+* Checking in the path `lib/native` contains `libhdfs.*` in Hadoop package.
+* Checking in the path `jre/lib/amd64/server` contains `libjvm.so` in java package
+
+1.2 Environment variables:  
+Edit shell environment as following command:
+```
+vim ~/.bashrc
+
+# Change the path to your own and appending to the file
+export JAVA_HOME=/{YOUR_JAVA_INSTALLED_PATH}
+export JRE_HOME=${JAVA_HOME}/jre 
+export HADOOP_HOME=/{YOUR_HADOOP_INSTALLED_PATH} 
+export LD_LIBRARY_PATH=${HADOOP_HOME}/lib/native:${JAVA_HOME}/jre/lib/amd64/server #for libhdfs.o linking
+CLASSPATH=.:${JAVA_HOME}/lib:${JRE_HOME}/lib 
+CLASSPATH=${CLASSPATH}":"`find ${HADOOP_HOME}/share/hadoop | awk '{path=path":"$0}END{print path}'` # hadoop's jars 
+export CLASSPATH 
+export PATH=${JAVA_HOME}/bin:$HOME/.cargo/bin:$HADOOP_HOME/sbin:$HADOOP_HOME/bin:$PATH
+
+#flush the environment variable to all shell session
+source ~/.bashrc
+```
+
+###2. Configuring hadoop and hdfs
+First of all, entering the configure files directory:`cd $HADOOP_HOME/etc/hadoop`  
+2.1 Configure `core-site.xml`
+```xml
+<configuration>
+<property>
+    <name>hadoop.tmp.dir</name>
+    <value>file:/usr/local/hadoop/tmp</value>
+    <description>Abase for other temporary directories.</description>
+</property>
+<property>
+    <name>fs.defaultFS</name>
+    <value>hdfs://localhost:9000</value>
+</property>
+<property>
+    <name>hadoop.http.staticuser.user</name>
+    <value>cy</value>
+</property>
+</configuration>
+```  
+
+2.2 Configure `hdfs-site.xml`   
+```xml
+<configuration>
+  <property>
+    <name>dfs.replication</name>
+    <value>1</value>
+  </property>
+  <property>
+    <name>dfs.namenode.name.dir</name>
+    <value>file:/usr/local/hadoop/tmp/dfs/name</value>
+  </property>
+  <property>
+    <name>dfs.datanode.data.dir</name>
+    <value>file:/usr/local/hadoop/tmp/dfs/data</value>
+  </property>
+  <property>
+     <name>dfs.permissions.enabled</name>
+     <value>false</value>
+  </property>
+</configuration>
+```  
+
+2.3 Configure `hadoop-env.sh` (Non-essential. Only for JAVA_HOME can't find during starting hdfs)
+```
+export JAVA_HOME=/{YOUR_JAVA_INSTALLED_PATH}
+```  
+###3. Starting hdfs and checking hdfs status  
+* Starting hdfs: `./$HADOOP_HOME/sbin/start-dfs.sh`  
+You'll get a output as following if you are successful:  
+```
+Starting namenodes on [localhost]
+Starting datanodes
+Starting secondary namenodes [{MACHINE-NAME}]
+``` 
+* And you can use `jps` command to verify hdfs status.
+```
+jps
+17248 Jps
+16609 DataNode
+16482 NameNode
+4198 Main
+16847 SecondaryNameNode
+```
+* Now you can open a explorer to visit hdfs page  
+`http://localhost:9870/dfshealth.html#tab-overview`  
+The port maybe different in different version hadoop. Please check on hadoop website. 
+
+###4. Testing and using hdfs support
+For now, you can using `hdfs support` in this library to read from local pseudo hdfs cluster.
+* In order to avoid tests failure in this library. We mark the tests for `hdfs support` as `ignore`.  
+So, if you want to test them, please using the following command to test the `hdfs support` independently:  
+`cargo test -- --ignored`
\ No newline at end of file
diff --git a/src/io/csv/mod.rs b/src/io/csv/mod.rs
index f501463b..844dd355 100644
--- a/src/io/csv/mod.rs
+++ b/src/io/csv/mod.rs
@@ -32,6 +32,7 @@ pub use serde_json::Value as JsonValue;
 use generic::{GeneralGraph, IdType, MutGraphTrait};
 pub use io::csv::reader::CSVReader;
 pub use io::csv::writer::CSVWriter;
+use io::read::Read;
 
 pub fn write_to_csv<Id, NL, EL, P, L>(
     g: &GeneralGraph<Id, NL, EL, L>,
@@ -72,28 +73,3 @@ pub fn read_from_csv<Id, NL, EL, G, P>(
 
     reader.read(g)
 }
-
-pub fn read_from_hdfs<Id, NL, EL, G, P>(
-    g: &mut G,
-    path_to_nodes: Vec<P>,
-    path_to_edges: Vec<P>,
-    separator: Option<&str>,
-    has_headers: bool,
-    is_flexible: bool,
-) where
-    for<'de> Id: IdType + Serialize + Deserialize<'de>,
-    for<'de> NL: Hash + Eq + Serialize + Deserialize<'de>,
-    for<'de> EL: Hash + Eq + Serialize + Deserialize<'de>,
-    G: MutGraphTrait<Id, NL, EL>,
-    P: AsRef<Path>,
-{
-    let mut reader = CSVReader::new(path_to_nodes, path_to_edges)
-        .headers(has_headers)
-        .flexible(is_flexible);
-
-    if let Some(sep) = separator {
-        reader = reader.with_separator(sep);
-    }
-
-    reader.read_hdfs(g)
-}
diff --git a/src/io/csv/reader.rs b/src/io/csv/reader.rs
index b1b8591a..b65f4933 100644
--- a/src/io/csv/reader.rs
+++ b/src/io/csv/reader.rs
@@ -32,13 +32,11 @@ use std::path::{Path, PathBuf};
 
 use csv::ReaderBuilder;
 use generic::{IdType, Iter, MutGraphTrait};
-use hdfs::{HdfsFs, HdfsFsCache};
 use io::csv::record::{EdgeRecord, NodeRecord, PropEdgeRecord, PropNodeRecord};
 use io::csv::JsonValue;
+use io::read::Read;
 use serde::Deserialize;
 use serde_json::{from_str, to_value};
-use std::cell::RefCell;
-use std::rc::Rc;
 
 #[derive(Debug)]
 pub struct CSVReader<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a = NL> {
@@ -112,13 +110,14 @@ impl<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a> CSVReader<'a, Id, N
     }
 }
 
-impl<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a> CSVReader<'a, Id, NL, EL>
+impl<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a> Read<'a, Id, NL, EL>
+    for CSVReader<'a, Id, NL, EL>
 where
     for<'de> Id: Deserialize<'de>,
     for<'de> NL: Deserialize<'de>,
     for<'de> EL: Deserialize<'de>,
 {
-    pub fn read<G: MutGraphTrait<Id, NL, EL, L>, L: IdType>(&self, g: &mut G) {
+    fn read<G: MutGraphTrait<Id, NL, EL, L>, L: IdType>(&self, g: &mut G) {
         for (n, label) in self.node_iter() {
             g.add_node(n, label);
         }
@@ -127,7 +126,14 @@ where
             g.add_edge(s, d, label);
         }
     }
+}
 
+impl<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a> CSVReader<'a, Id, NL, EL>
+where
+    for<'de> Id: Deserialize<'de>,
+    for<'de> NL: Deserialize<'de>,
+    for<'de> EL: Deserialize<'de>,
+{
     pub fn node_iter(&self) -> Iter<'a, (Id, Option<NL>)> {
         let vec = self.path_to_nodes.clone();
         let has_headers = self.has_headers;
@@ -175,7 +181,6 @@ where
         let iter = vec
             .into_iter()
             .map(move |path_to_edges| {
-                let str_edge_path = path_to_edges.as_path().to_str().unwrap();
                 info!(
                     "Reading edges from {}",
                     path_to_edges.as_path().to_str().unwrap()
@@ -286,60 +291,6 @@ where
 
         Iter::new(Box::new(iter))
     }
-
-    /// **Note**: `path_to_nodes` or `path_to_edges` need to be formatted as `hdfs://localhost:9000/xx/xxx.csv`.
-    pub fn read_hdfs<G: MutGraphTrait<Id, NL, EL, L>, L: IdType>(&self, g: &mut G) {
-        let hdfs_cache = Rc::new(RefCell::new(HdfsFsCache::new()));
-        for path in self.path_to_nodes.clone() {
-            let str_node_path = path.as_path().to_str().unwrap();
-            info!("Adding nodes from {}", str_node_path);
-            let fs: HdfsFs = hdfs_cache.borrow_mut().get(str_node_path).ok().unwrap();
-            let hfile = fs.open(str_node_path).unwrap();
-            if !hfile.is_readable() {
-                warn!("{:?} are not avaliable!", str_node_path);
-            }
-            let rdr = ReaderBuilder::new()
-                .has_headers(self.has_headers)
-                .flexible(self.is_flexible)
-                .delimiter(self.separator)
-                .from_reader(hfile);
-
-            for (i, result) in rdr.into_deserialize().enumerate() {
-                match result {
-                    Ok(_result) => {
-                        let record: NodeRecord<Id, NL> = _result;
-                        record.add_to_graph(g);
-                    }
-                    Err(e) => warn!("Line {:?}: Error when reading csv: {:?}", i + 1, e),
-                }
-            }
-        }
-
-        for path in self.path_to_edges.clone() {
-            let str_edge_path = path.as_path().to_str().unwrap();
-            info!("Adding edges from {}", str_edge_path);
-            let fs: HdfsFs = hdfs_cache.borrow_mut().get(str_edge_path).ok().unwrap();
-            let hfile = fs.open(str_edge_path).unwrap();
-            if !hfile.is_readable() {
-                warn!("{:?} are not avaliable!", str_edge_path);
-            }
-            let rdr = ReaderBuilder::new()
-                .has_headers(self.has_headers)
-                .flexible(self.is_flexible)
-                .delimiter(self.separator)
-                .from_reader(hfile);
-
-            for (i, result) in rdr.into_deserialize().enumerate() {
-                match result {
-                    Ok(_result) => {
-                        let record: EdgeRecord<Id, EL> = _result;
-                        record.add_to_graph(g);
-                    }
-                    Err(e) => warn!("Line {:?}: Error when reading csv: {:?}", i + 1, e),
-                }
-            }
-        }
-    }
 }
 
 fn parse_prop_map(props: &mut BTreeMap<String, JsonValue>) {
diff --git a/src/io/hdfs/Cargo.toml b/src/io/hdfs/hdfs_lib/Cargo.toml
similarity index 100%
rename from src/io/hdfs/Cargo.toml
rename to src/io/hdfs/hdfs_lib/Cargo.toml
diff --git a/src/io/hdfs/build.rs b/src/io/hdfs/hdfs_lib/build.rs
similarity index 100%
rename from src/io/hdfs/build.rs
rename to src/io/hdfs/hdfs_lib/build.rs
diff --git a/src/io/hdfs/hdfs_lib/src/dfs.rs b/src/io/hdfs/hdfs_lib/src/dfs.rs
new file mode 100644
index 00000000..c96aa8f7
--- /dev/null
+++ b/src/io/hdfs/hdfs_lib/src/dfs.rs
@@ -0,0 +1,910 @@
+use std::collections::HashMap;
+use std::ffi::CString;
+use std::marker::PhantomData;
+use std::rc::Rc;
+use std::slice;
+use std::string::String;
+use std::sync::Mutex;
+use std::{io, mem};
+
+use libc::{c_char, c_int, c_short, c_void, int16_t, int32_t, int64_t, time_t};
+use url::{SchemeType, UrlParser};
+
+use err::HdfsErr;
+use native::*;
+use std::io::{Error, ErrorKind};
+use std::result::Result::Err;
+use util::{bool_to_c_int, chars_to_str, str_to_chars};
+
+const O_RDONLY: c_int = 0;
+const O_WRONLY: c_int = 1;
+const O_APPEND: c_int = 1024;
+
+/// Options for zero-copy read
+pub struct RzOptions {
+    ptr: *const hadoopRzOptions,
+}
+
+impl Drop for RzOptions {
+    fn drop(&mut self) {
+        unsafe { hadoopRzOptionsFree(self.ptr) }
+    }
+}
+
+impl RzOptions {
+    pub fn new() -> RzOptions {
+        RzOptions {
+            ptr: unsafe { hadoopRzOptionsAlloc() },
+        }
+    }
+
+    pub fn skip_checksum(&self, skip: bool) -> Result<bool, HdfsErr> {
+        let res = unsafe { hadoopRzOptionsSetSkipChecksum(self.ptr, bool_to_c_int(skip)) };
+
+        if res == 0 {
+            Ok(true)
+        } else {
+            Err(HdfsErr::Unknown)
+        }
+    }
+
+    pub fn set_bytebuffer_pool(&self, class_name: &str) -> Result<bool, HdfsErr> {
+        let res = unsafe {
+            let mut s_class_name = String::from(class_name);
+            hadoopRzOptionsSetByteBufferPool(self.ptr, str_to_chars(&mut s_class_name))
+        };
+
+        if res == 0 {
+            Ok(true)
+        } else {
+            Err(HdfsErr::Unknown)
+        }
+    }
+}
+
+/// A buffer returned from zero-copy read.
+/// This buffer will be automatically freed when its lifetime is finished.
+pub struct RzBuffer<'a> {
+    file: &'a HdfsFile<'a>,
+    ptr: *const hadoopRzBuffer,
+}
+
+impl<'a> Drop for RzBuffer<'a> {
+    fn drop(&mut self) {
+        unsafe { hadoopRzBufferFree(self.file.file, self.ptr) }
+    }
+}
+
+impl<'a> RzBuffer<'a> {
+    /// Get the length of a raw buffer returned from zero-copy read.
+    pub fn len(&self) -> i32 {
+        (unsafe { hadoopRzBufferLength(self.ptr) }) as i32
+    }
+
+    /// Get a pointer to the raw buffer returned from zero-copy read.
+    pub fn as_ptr(&self) -> Result<*const u8, HdfsErr> {
+        let ptr = unsafe { hadoopRzBufferGet(self.ptr) };
+
+        if !ptr.is_null() {
+            Ok(ptr as *const u8)
+        } else {
+            Err(HdfsErr::Unknown)
+        }
+    }
+
+    /// Get a Slice transformed from a raw buffer
+    pub fn as_slice(&'a self) -> Result<&[u8], HdfsErr> {
+        let ptr = unsafe { hadoopRzBufferGet(self.ptr) as *const u8 };
+
+        let len = unsafe { hadoopRzBufferLength(self.ptr) as usize };
+
+        if !ptr.is_null() {
+            Ok(unsafe { mem::transmute(slice::from_raw_parts(ptr, len as usize)) })
+        } else {
+            Err(HdfsErr::Unknown)
+        }
+    }
+}
+
+/// Includes hostnames where a particular block of a file is stored.
+pub struct BlockHosts {
+    ptr: *const *const *const c_char,
+}
+
+impl Drop for BlockHosts {
+    fn drop(&mut self) {
+        unsafe { hdfsFreeHosts(self.ptr) };
+    }
+}
+
+/// Safely deallocable hdfsFileInfo pointer
+struct HdfsFileInfoPtr {
+    pub ptr: *const hdfsFileInfo,
+    pub len: i32,
+}
+
+/// for safe deallocation
+impl<'a> Drop for HdfsFileInfoPtr {
+    fn drop(&mut self) {
+        unsafe { hdfsFreeFileInfo(self.ptr, self.len) };
+    }
+}
+
+impl HdfsFileInfoPtr {
+    fn new(ptr: *const hdfsFileInfo) -> HdfsFileInfoPtr {
+        HdfsFileInfoPtr { ptr: ptr, len: 1 }
+    }
+
+    pub fn new_array(ptr: *const hdfsFileInfo, len: i32) -> HdfsFileInfoPtr {
+        HdfsFileInfoPtr { ptr: ptr, len: len }
+    }
+}
+
+/// Interface that represents the client side information for a file or directory.
+pub struct FileStatus<'a> {
+    raw: Rc<HdfsFileInfoPtr>,
+    idx: u32,
+    _marker: PhantomData<&'a ()>,
+}
+
+impl<'a> FileStatus<'a> {
+    #[inline]
+    /// create FileStatus from *const hdfsFileInfo
+    fn new(ptr: *const hdfsFileInfo) -> FileStatus<'a> {
+        FileStatus {
+            raw: Rc::new(HdfsFileInfoPtr::new(ptr)),
+            idx: 0,
+            _marker: PhantomData,
+        }
+    }
+
+    /// create FileStatus from *const hdfsFileInfo which points
+    /// to dynamically allocated array.
+    #[inline]
+    fn from_array(raw: Rc<HdfsFileInfoPtr>, idx: u32) -> FileStatus<'a> {
+        FileStatus {
+            raw: raw,
+            idx: idx,
+            _marker: PhantomData,
+        }
+    }
+
+    #[inline]
+    fn ptr(&self) -> *const hdfsFileInfo {
+        unsafe { self.raw.ptr.offset(self.idx as isize) }
+    }
+
+    /// Get the name of the file
+    #[inline]
+    pub fn name(&self) -> &'a str {
+        chars_to_str(unsafe { &*self.ptr() }.mName)
+    }
+
+    /// Is this a file?
+    #[inline]
+    pub fn is_file(&self) -> bool {
+        match unsafe { &*self.ptr() }.mKind {
+            tObjectKind::kObjectKindFile => true,
+            tObjectKind::kObjectKindDirectory => false,
+        }
+    }
+
+    /// Is this a directory?
+    #[inline]
+    pub fn is_directory(&self) -> bool {
+        match unsafe { &*self.ptr() }.mKind {
+            tObjectKind::kObjectKindFile => false,
+            tObjectKind::kObjectKindDirectory => true,
+        }
+    }
+
+    /// Get the owner of the file
+    #[inline]
+    pub fn owner(&self) -> &'a str {
+        chars_to_str(unsafe { &*self.ptr() }.mOwner)
+    }
+
+    /// Get the group associated with the file
+    #[inline]
+    pub fn group(&self) -> &'a str {
+        chars_to_str(unsafe { &*self.ptr() }.mGroup)
+    }
+
+    /// Get the permissions associated with the file
+    #[inline]
+    pub fn permission(&self) -> i16 {
+        unsafe { &*self.ptr() }.mPermissions as i16
+    }
+
+    /// Get the length of this file, in bytes.
+    #[inline]
+    pub fn len(&self) -> usize {
+        unsafe { &*self.ptr() }.mSize as usize
+    }
+
+    /// Get the block size of the file.
+    #[inline]
+    pub fn block_size(&self) -> usize {
+        unsafe { &*self.ptr() }.mBlockSize as usize
+    }
+
+    /// Get the replication factor of a file.
+    #[inline]
+    pub fn replica_count(&self) -> i16 {
+        unsafe { &*self.ptr() }.mReplication as i16
+    }
+
+    /// Get the last modification time for the file in seconds
+    #[inline]
+    pub fn last_modified(&self) -> time_t {
+        unsafe { &*self.ptr() }.mLastMod
+    }
+
+    /// Get the last access time for the file in seconds
+    #[inline]
+    pub fn last_accced(&self) -> time_t {
+        unsafe { &*self.ptr() }.mLastAccess
+    }
+}
+
+/// Hdfs Filesystem
+///
+/// It is basically thread safe because the native API for hdfsFs is thread-safe.
+#[derive(Clone)]
+pub struct HdfsFs<'a> {
+    url: String,
+    raw: *const hdfsFS,
+    _marker: PhantomData<&'a ()>,
+}
+
+impl<'a> HdfsFs<'a> {
+    /// create HdfsFs instance. Please use HdfsFsCache rather than using this API directly.
+    #[inline]
+    fn new(url: String, raw: *const hdfsFS) -> HdfsFs<'a> {
+        HdfsFs {
+            url: url,
+            raw: raw,
+            _marker: PhantomData,
+        }
+    }
+
+    /// Get HDFS namenode url
+    #[inline]
+    pub fn url(&self) -> &str {
+        &self.url
+    }
+
+    /// Get a raw pointer of JNI API's HdfsFs
+    #[inline]
+    pub fn raw(&self) -> *const hdfsFS {
+        self.raw
+    }
+
+    /// Open a file for append
+    pub fn append(&self, path: &str) -> Result<HdfsFile, HdfsErr> {
+        if !self.exist(path) {
+            return Err(HdfsErr::FileNotFound(path.to_owned()));
+        }
+
+        let file = unsafe {
+            let mut s_path = String::from(path);
+            hdfsOpenFile(self.raw, str_to_chars(&mut s_path), O_APPEND, 0, 0, 0)
+        };
+
+        if file.is_null() {
+            Err(HdfsErr::Unknown)
+        } else {
+            Ok(HdfsFile {
+                fs: self,
+                path: path.to_owned(),
+                file: file,
+            })
+        }
+    }
+
+    /// set permission
+    pub fn chmod(&self, path: &str, mode: i16) -> bool {
+        (unsafe {
+            let mut s_path = String::from(path);
+            hdfsChmod(self.raw, str_to_chars(&mut s_path), mode as c_short)
+        }) == 0
+    }
+
+    pub fn chown(&self, path: &str, owner: &str, group: &str) -> bool {
+        (unsafe {
+            let mut s_path = String::from(path);
+            let mut s_own = String::from(owner);
+            let mut s_group = String::from(group);
+            hdfsChown(
+                self.raw,
+                str_to_chars(&mut s_path),
+                str_to_chars(&mut s_own),
+                str_to_chars(&mut s_group),
+            )
+        }) == 0
+    }
+
+    #[inline]
+    pub fn create(&self, path: &str) -> Result<HdfsFile, HdfsErr> {
+        self.create_with_params(path, false, 0, 0, 0)
+    }
+
+    #[inline]
+    pub fn create_with_overwrite(&self, path: &str, overwrite: bool) -> Result<HdfsFile, HdfsErr> {
+        self.create_with_params(path, overwrite, 0, 0, 0)
+    }
+
+    pub fn create_with_params(
+        &'a self,
+        path: &str,
+        overwrite: bool,
+        buf_size: i32,
+        replica_num: i16,
+        block_size: i32,
+    ) -> Result<HdfsFile, HdfsErr> {
+        if !overwrite && self.exist(path) {
+            return Err(HdfsErr::FileAlreadyExists(path.to_owned()));
+        }
+
+        let file = unsafe {
+            let mut s_path = String::from(path);
+            hdfsOpenFile(
+                self.raw,
+                str_to_chars(&mut s_path),
+                O_WRONLY,
+                buf_size as c_int,
+                replica_num as c_short,
+                block_size as int32_t,
+            )
+        };
+
+        if file.is_null() {
+            Err(HdfsErr::Unknown)
+        } else {
+            Ok(HdfsFile {
+                fs: self,
+                path: path.to_owned(),
+                file: file,
+            })
+        }
+    }
+
+    /// Get the default blocksize.
+    pub fn default_blocksize(&self) -> Result<usize, HdfsErr> {
+        let block_sz = unsafe { hdfsGetDefaultBlockSize(self.raw) };
+
+        if block_sz > 0 {
+            Ok(block_sz as usize)
+        } else {
+            Err(HdfsErr::Unknown)
+        }
+    }
+
+    /// Get the default blocksize at the filesystem indicated by a given path.
+    pub fn block_size(&self, path: &str) -> Result<usize, HdfsErr> {
+        let block_sz = unsafe {
+            let mut s_path = String::from(path);
+            hdfsGetDefaultBlockSizeAtPath(self.raw, str_to_chars(&mut s_path))
+        };
+
+        if block_sz > 0 {
+            Ok(block_sz as usize)
+        } else {
+            Err(HdfsErr::Unknown)
+        }
+    }
+
+    /// Return the raw capacity of the filesystem.
+    pub fn capacity(&self) -> Result<usize, HdfsErr> {
+        let block_sz = unsafe { hdfsGetCapacity(self.raw) };
+
+        if block_sz > 0 {
+            Ok(block_sz as usize)
+        } else {
+            Err(HdfsErr::Unknown)
+        }
+    }
+
+    /// Delete file.
+    pub fn delete(&self, path: &str, recursive: bool) -> Result<bool, HdfsErr> {
+        let res = unsafe {
+            let mut s_path = String::from(path);
+            hdfsDelete(self.raw, str_to_chars(&mut s_path), recursive as c_int)
+        };
+
+        if res == 0 {
+            Ok(true)
+        } else {
+            Err(HdfsErr::Unknown)
+        }
+    }
+
+    /// Checks if a given path exsits on the filesystem
+    pub fn exist(&self, path: &str) -> bool {
+        let path = CString::new(path.as_bytes()).unwrap();
+        if unsafe { hdfsExists(self.raw, path.as_ptr()) } == 0 {
+            true
+        } else {
+            false
+        }
+    }
+
+    /// Get hostnames where a particular block (determined by
+    /// pos & blocksize) of a file is stored. The last element in the array
+    /// is NULL. Due to replication, a single block could be present on
+    /// multiple hosts.
+    pub fn get_hosts(
+        &self,
+        path: &str,
+        start: usize,
+        length: usize,
+    ) -> Result<BlockHosts, HdfsErr> {
+        let ptr = unsafe {
+            let mut s_path = String::from(path);
+            hdfsGetHosts(
+                self.raw,
+                str_to_chars(&mut s_path),
+                start as int64_t,
+                length as int64_t,
+            )
+        };
+
+        if !ptr.is_null() {
+            Ok(BlockHosts { ptr: ptr })
+        } else {
+            Err(HdfsErr::Unknown)
+        }
+    }
+
+    /// create a directory
+    pub fn mkdir(&self, path: &str) -> Result<bool, HdfsErr> {
+        if unsafe {
+            let mut s_path = String::from(path);
+            hdfsCreateDirectory(self.raw, str_to_chars(&mut s_path))
+        } == 0
+        {
+            Ok(true)
+        } else {
+            Err(HdfsErr::Unknown)
+        }
+    }
+
+    /// open a file to read
+    #[inline]
+    pub fn open(&self, path: &str) -> Result<HdfsFile, HdfsErr> {
+        self.open_with_bufsize(path, 0)
+    }
+
+    /// open a file to read with a buffer size
+    pub fn open_with_bufsize(&self, path: &str, buf_size: i32) -> Result<HdfsFile, HdfsErr> {
+        let file = unsafe {
+            let mut s_path = String::from(path);
+            hdfsOpenFile(
+                self.raw,
+                str_to_chars(&mut s_path),
+                O_RDONLY,
+                buf_size as c_int,
+                0,
+                0,
+            )
+        };
+
+        if file.is_null() {
+            Err(HdfsErr::Unknown)
+        } else {
+            Ok(HdfsFile {
+                fs: self,
+                path: path.to_owned(),
+                file: file,
+            })
+        }
+    }
+
+    /// Set the replication of the specified file to the supplied value
+    pub fn set_replication(&self, path: &str, num: i16) -> Result<bool, HdfsErr> {
+        let res = unsafe {
+            let mut s_path = String::from(path);
+            hdfsSetReplication(self.raw, str_to_chars(&mut s_path), num as int16_t)
+        };
+
+        if res == 0 {
+            Ok(true)
+        } else {
+            Err(HdfsErr::Unknown)
+        }
+    }
+
+    /// Rename file.
+    pub fn rename(&self, old_path: &str, new_path: &str) -> Result<bool, HdfsErr> {
+        let res = unsafe {
+            let mut s_old_path = String::from(old_path);
+            let mut s_new_path = String::from(new_path);
+            hdfsRename(
+                self.raw,
+                str_to_chars(&mut s_old_path),
+                str_to_chars(&mut s_new_path),
+            )
+        };
+
+        if res == 0 {
+            Ok(true)
+        } else {
+            Err(HdfsErr::Unknown)
+        }
+    }
+
+    /// Return the total raw size of all files in the filesystem.
+    pub fn used(&self) -> Result<usize, HdfsErr> {
+        let block_sz = unsafe { hdfsGetUsed(self.raw) };
+
+        if block_sz > 0 {
+            Ok(block_sz as usize)
+        } else {
+            Err(HdfsErr::Unknown)
+        }
+    }
+
+    pub fn list_status(&self, path: &str) -> Result<Vec<FileStatus>, HdfsErr> {
+        let mut entry_num: c_int = 0;
+
+        let ptr = unsafe {
+            let mut s_path = String::from(path);
+            hdfsListDirectory(self.raw, str_to_chars(&mut s_path), &mut entry_num)
+        };
+
+        if ptr.is_null() {
+            return Err(HdfsErr::Unknown);
+        }
+
+        let shared_ptr = Rc::new(HdfsFileInfoPtr::new_array(ptr, entry_num));
+
+        let mut list = Vec::new();
+        for idx in 0..entry_num {
+            list.push(FileStatus::from_array(shared_ptr.clone(), idx as u32));
+        }
+
+        Ok(list)
+    }
+
+    pub fn get_file_status(&self, path: &str) -> Result<FileStatus, HdfsErr> {
+        let ptr = unsafe {
+            let mut s_path = String::from(path);
+            hdfsGetPathInfo(self.raw, str_to_chars(&mut s_path))
+        };
+
+        if ptr.is_null() {
+            Err(HdfsErr::Unknown)
+        } else {
+            Ok(FileStatus::new(ptr))
+        }
+    }
+}
+
+/// open hdfs file
+pub struct HdfsFile<'a> {
+    fs: &'a HdfsFs<'a>,
+    path: String,
+    file: *const hdfsFile,
+}
+
+impl<'a> io::Read for HdfsFile<'a> {
+    fn read(&mut self, buf: &mut [u8]) -> Result<usize, Error> {
+        let read_len = unsafe {
+            hdfsRead(
+                self.fs.raw,
+                self.file,
+                buf.as_ptr() as *mut c_void,
+                buf.len() as tSize,
+            )
+        };
+        if read_len >= 0 {
+            Ok(read_len as usize)
+        } else {
+            Err(Error::new(ErrorKind::Other, HdfsErr::Unknown))
+        }
+    }
+}
+
+impl<'a> HdfsFile<'a> {
+    pub fn available(&self) -> Result<bool, HdfsErr> {
+        if unsafe { hdfsAvailable(self.fs.raw, self.file) } == 0 {
+            Ok(true)
+        } else {
+            Err(HdfsErr::Unknown)
+        }
+    }
+
+    /// Close the opened file
+    pub fn close(&self) -> Result<bool, HdfsErr> {
+        if unsafe { hdfsCloseFile(self.fs.raw, self.file) } == 0 {
+            Ok(true)
+        } else {
+            Err(HdfsErr::Unknown)
+        }
+    }
+
+    /// Flush the data.
+    pub fn flush(&self) -> bool {
+        (unsafe { hdfsFlush(self.fs.raw, self.file) }) == 0
+    }
+
+    /// Flush out the data in client's user buffer. After the return of this
+    /// call, new readers will see the data.
+    pub fn hflush(&self) -> bool {
+        (unsafe { hdfsHFlush(self.fs.raw, self.file) }) == 0
+    }
+
+    /// Similar to posix fsync, Flush out the data in client's
+    /// user buffer. all the way to the disk device (but the disk may have
+    /// it in its cache).
+    pub fn hsync(&self) -> bool {
+        (unsafe { hdfsHSync(self.fs.raw, self.file) }) == 0
+    }
+
+    /// Determine if a file is open for read.
+    pub fn is_readable(&self) -> bool {
+        (unsafe { hdfsFileIsOpenForRead(self.file) }) == 1
+    }
+
+    /// Determine if a file is open for write.
+    pub fn is_writable(&self) -> bool {
+        (unsafe { hdfsFileIsOpenForWrite(self.file) }) == 1
+    }
+
+    /// Return a file path
+    pub fn path(&'a self) -> &'a str {
+        &self.path
+    }
+
+    /// Get the current offset in the file, in bytes.
+    pub fn pos(&self) -> Result<u64, HdfsErr> {
+        let pos = unsafe { hdfsTell(self.fs.raw, self.file) };
+
+        if pos > 0 {
+            Ok(pos as u64)
+        } else {
+            Err(HdfsErr::Unknown)
+        }
+    }
+
+    /// Read data from an open file.
+    //  pub fn read(&self, buf: &mut [u8]) -> Result<i32, HdfsErr> {
+    //    let read_len = unsafe {
+    //      hdfsRead(self.fs.raw, self.file, buf.as_ptr() as *mut c_void,
+    //        buf.len() as tSize)
+    //    };
+    //
+    //    if read_len > 0 {
+    //      Ok(read_len as i32)
+    //    } else {
+    //      Err(HdfsErr::Unknown)
+    //    }
+    //  }
+
+    /// Positional read of data from an open file.
+    pub fn read_with_pos(&self, pos: i64, buf: &mut [u8]) -> Result<i32, HdfsErr> {
+        let read_len = unsafe {
+            hdfsPread(
+                self.fs.raw,
+                self.file,
+                pos as tOffset,
+                buf.as_ptr() as *mut c_void,
+                buf.len() as tSize,
+            )
+        };
+
+        if read_len > 0 {
+            Ok(read_len as i32)
+        } else {
+            Err(HdfsErr::Unknown)
+        }
+    }
+
+    /// Perform a byte buffer read. If possible, this will be a zero-copy
+    /// (mmap) read.
+    pub fn read_zc(&'a self, opts: &RzOptions, max_len: i32) -> Result<RzBuffer<'a>, HdfsErr> {
+        let buf: *const hadoopRzBuffer =
+            unsafe { hadoopReadZero(self.file, opts.ptr, max_len as int32_t) };
+
+        if !buf.is_null() {
+            Ok(RzBuffer {
+                file: self,
+                ptr: buf,
+            })
+        } else {
+            Err(HdfsErr::Unknown)
+        }
+    }
+
+    /// Seek to given offset in file.
+    pub fn seek(&self, offset: u64) -> bool {
+        (unsafe { hdfsSeek(self.fs.raw, self.file, offset as tOffset) }) == 0
+    }
+
+    /// Write data into an open file.
+    pub fn write(&self, buf: &[u8]) -> Result<i32, HdfsErr> {
+        let written_len = unsafe {
+            hdfsWrite(
+                self.fs.raw,
+                self.file,
+                buf.as_ptr() as *mut c_void,
+                buf.len() as tSize,
+            )
+        };
+
+        if written_len > 0 {
+            Ok(written_len)
+        } else {
+            Err(HdfsErr::Unknown)
+        }
+    }
+}
+
+static LOCAL_FS_SCHEME: &'static str = "file";
+
+/// for HDFS URL scheme (i.e., hdfs://)
+fn hdfs_scheme_handler(scheme: &str) -> SchemeType {
+    match scheme {
+        "file" => SchemeType::FileLike,
+        "hdfs" => SchemeType::Relative(50070),
+        _ => panic!("Unsupported scheme: {}", scheme),
+    }
+}
+
+/// HdfsFsCache which caches HdfsFs instances.  
+///
+/// The original libhdfs allows only one HdfsFs instance for the same namenode. In otherwords,
+/// Some APIs of libhdfs are not thread-safe. So, You must get HdfsFs instance through HdfsFsCache,
+/// caching initialized HdfsFs instances and returning them.  
+pub struct HdfsFsCache<'a> {
+    fs_map: Mutex<HashMap<String, HdfsFs<'a>>>,
+    url_parser: UrlParser<'a>,
+}
+
+impl<'a> HdfsFsCache<'a> {
+    pub fn new() -> HdfsFsCache<'a> {
+        let mut url_parser = UrlParser::new();
+        url_parser.scheme_type_mapper(hdfs_scheme_handler);
+
+        HdfsFsCache {
+            fs_map: Mutex::new(HashMap::new()),
+            url_parser: url_parser,
+        }
+    }
+
+    #[inline]
+    fn get_namenode_uri(&self, path: &str) -> Result<String, HdfsErr> {
+        match self.url_parser.parse(path) {
+            Ok(url) => {
+                if &url.scheme == LOCAL_FS_SCHEME {
+                    return Ok("file:///".to_string());
+                } else {
+                    let mut uri_builder = String::new();
+                    if url.host().is_some() {
+                        uri_builder
+                            .push_str(&(format!("{}://{}", &url.scheme, url.host().unwrap())));
+
+                        if url.port().is_some() {
+                            uri_builder.push_str(&(format!(":{}", url.port().unwrap())));
+                        }
+
+                        return Ok(uri_builder);
+                    } else {
+                        Err(HdfsErr::InvalidUrl(path.to_string()))
+                    }
+                }
+            }
+            Err(_) => Err(HdfsErr::InvalidUrl(path.to_string())),
+        }
+    }
+
+    pub fn get(&mut self, path: &str) -> Result<HdfsFs<'a>, HdfsErr> {
+        let mut namenode_uri = try!(self.get_namenode_uri(path));
+
+        let mut map = self.fs_map.lock().unwrap();
+
+        if !map.contains_key(&namenode_uri) {
+            let hdfs_fs = unsafe {
+                let hdfs_builder = hdfsNewBuilder();
+                println!("Connecting to Namenode ({})", &namenode_uri);
+                hdfsBuilderSetNameNode(hdfs_builder, str_to_chars(&mut namenode_uri));
+                hdfsBuilderConnect(hdfs_builder)
+            };
+            if hdfs_fs.is_null() {
+                return Err(HdfsErr::CannotConnectToNameNode(namenode_uri.clone()));
+            }
+
+            map.insert(
+                namenode_uri.clone(),
+                HdfsFs::new(namenode_uri.clone(), hdfs_fs),
+            );
+        }
+
+        Ok(map.get(&namenode_uri).unwrap().clone())
+    }
+}
+
+#[cfg(test)]
+mod test {
+    use std::cell::RefCell;
+    use std::rc::Rc;
+
+    use itertools::Itertools;
+
+    use super::HdfsFsCache;
+    use minidfs::*;
+    use native::MiniDfsConf;
+
+    /// Because of the requirement of hadoop environment on local, we `ignore` the test here.
+    /// If you have configure the environment according to `README.md`, use parameter `--ignore` to test it.
+    #[test]
+    #[ignore]
+    fn test_hdfs_connection() {
+        let mut conf = MiniDfsConf::new();
+        let dfs = MiniDFS::start(&mut conf).unwrap();
+        let port = dfs.namenode_port().unwrap();
+
+        let minidfs_addr = format!("hdfs://localhost:{}", port);
+        let cache = Rc::new(RefCell::new(HdfsFsCache::new()));
+
+        // Parse namenode uris
+        assert_eq!(
+            "file:///".to_string(),
+            cache.borrow_mut().get("file:/blah").ok().unwrap().url
+        );
+        let test_path = format!("hdfs://localhost:{}/users/test", port);
+        println!("Trying to get {}", &test_path);
+        assert_eq!(
+            minidfs_addr,
+            cache.borrow_mut().get(&test_path).ok().unwrap().url
+        );
+
+        // create a file, check existence, and close
+        let fs = cache.borrow_mut().get(&test_path).ok().unwrap();
+        let test_file = "/test_file";
+        let created_file = match fs.create(test_file) {
+            Ok(f) => f,
+            Err(_) => panic!("Couldn't create a file"),
+        };
+        assert!(created_file.close().is_ok());
+        assert!(fs.exist(test_file));
+
+        // open a file and close
+        let opened_file = fs.open(test_file).ok().unwrap();
+        assert!(opened_file.close().is_ok());
+
+        match fs.mkdir("/dir1") {
+            Ok(_) => println!("/dir1 created"),
+            Err(_) => panic!("Couldn't create /dir1 directory"),
+        };
+
+        let file_info = fs.get_file_status("/dir1").ok().unwrap();
+
+        let expected_path = format!("hdfs://localhost:{}/dir1", port);
+        assert_eq!(&expected_path, file_info.name());
+        assert!(!file_info.is_file());
+        assert!(file_info.is_directory());
+
+        let sub_dir_num = 3;
+        let mut expected_list = Vec::new();
+        for x in 0..sub_dir_num {
+            let filename = format!("/dir1/{}", x);
+            expected_list.push(format!("hdfs://localhost:{}/dir1/{}", port, x));
+
+            match fs.mkdir(&filename) {
+                Ok(_) => println!("/dir1.x created"),
+                Err(_) => panic!("Couldn't create /dir1 directory"),
+            };
+        }
+
+        let mut list = fs.list_status("/dir1").ok().unwrap();
+        assert_eq!(sub_dir_num, list.len());
+
+        list.sort_by(|a, b| Ord::cmp(a.name(), b.name()));
+        for (expected, name) in izip!(expected_list, list.iter().map(|status| status.name())) {
+            assert_eq!(expected, name);
+        }
+
+        dfs.stop();
+    }
+}
diff --git a/src/io/hdfs/src/err.rs b/src/io/hdfs/hdfs_lib/src/err.rs
similarity index 63%
rename from src/io/hdfs/src/err.rs
rename to src/io/hdfs/hdfs_lib/src/err.rs
index 990cc2b8..929d7a0b 100644
--- a/src/io/hdfs/src/err.rs
+++ b/src/io/hdfs/hdfs_lib/src/err.rs
@@ -19,17 +19,17 @@ impl std::fmt::Debug for HdfsErr{
     let mut error;
       match self {
         HdfsErr::Unknown=>error= String::from("Unknow"),
-        HdfsErr::FileNotFound(e)=>error= String::from("FileNotFound"),
-        HdfsErr::FileAlreadyExists(e)=>error= String::from("FileAlreadyExists"),
-        HdfsErr::CannotConnectToNameNode(e)=>error= String::from("CannotConnectToNameNode"),
-        HdfsErr::InvalidUrl(e)=>error= String::from("InvalidUrl"),
+        HdfsErr::FileNotFound(_e)=>error= String::from("FileNotFound"),
+        HdfsErr::FileAlreadyExists(_e)=>error= String::from("FileAlreadyExists"),
+        HdfsErr::CannotConnectToNameNode(_e)=>error= String::from("CannotConnectToNameNode"),
+        HdfsErr::InvalidUrl(_e)=>error= String::from("InvalidUrl"),
       }
       write!(f, "{}",error)
     }
 }
 
 impl fmt::Display for HdfsErr{
-  fn fmt(&self, f: &mut Formatter) -> Result<(), Error> {
+  fn fmt(&self, _f: &mut Formatter) -> Result<(), Error> {
     Ok(())
   }
 }
diff --git a/src/io/hdfs/src/lib.rs b/src/io/hdfs/hdfs_lib/src/lib.rs
similarity index 95%
rename from src/io/hdfs/src/lib.rs
rename to src/io/hdfs/hdfs_lib/src/lib.rs
index cd9c1c6e..5ae05e14 100644
--- a/src/io/hdfs/src/lib.rs
+++ b/src/io/hdfs/hdfs_lib/src/lib.rs
@@ -87,9 +87,7 @@
 //! }; 
 //! ```
 
-#[macro_use] extern crate itertools;
 extern crate libc;
-#[macro_use] extern crate log;
 extern crate url;
 
 mod err;
diff --git a/src/io/hdfs/src/libhdfs/exception.h b/src/io/hdfs/hdfs_lib/src/libhdfs/exception.h
similarity index 100%
rename from src/io/hdfs/src/libhdfs/exception.h
rename to src/io/hdfs/hdfs_lib/src/libhdfs/exception.h
diff --git a/src/io/hdfs/src/libhdfs/hdfs.h b/src/io/hdfs/hdfs_lib/src/libhdfs/hdfs.h
similarity index 100%
rename from src/io/hdfs/src/libhdfs/hdfs.h
rename to src/io/hdfs/hdfs_lib/src/libhdfs/hdfs.h
diff --git a/src/io/hdfs/src/libhdfs/hdfs_test.h b/src/io/hdfs/hdfs_lib/src/libhdfs/hdfs_test.h
similarity index 100%
rename from src/io/hdfs/src/libhdfs/hdfs_test.h
rename to src/io/hdfs/hdfs_lib/src/libhdfs/hdfs_test.h
diff --git a/src/io/hdfs/src/libhdfs/jni_helper.h b/src/io/hdfs/hdfs_lib/src/libhdfs/jni_helper.h
similarity index 100%
rename from src/io/hdfs/src/libhdfs/jni_helper.h
rename to src/io/hdfs/hdfs_lib/src/libhdfs/jni_helper.h
diff --git a/src/io/hdfs/src/libhdfs/native_mini_dfs.c b/src/io/hdfs/hdfs_lib/src/libhdfs/native_mini_dfs.c
similarity index 99%
rename from src/io/hdfs/src/libhdfs/native_mini_dfs.c
rename to src/io/hdfs/hdfs_lib/src/libhdfs/native_mini_dfs.c
index ba5a8a9f..787ed75e 100644
--- a/src/io/hdfs/src/libhdfs/native_mini_dfs.c
+++ b/src/io/hdfs/hdfs_lib/src/libhdfs/native_mini_dfs.c
@@ -352,7 +352,7 @@ int nmdConfigureHdfsBuilder(struct NativeMiniDfsCluster *cl,
 
     hdfsBuilderSetNameNode(bld, "localhost");
     port = (tPort) nmdGetNameNodePort(cl);
-    if (port < 0) {
+    if (port <= 0) {
         fprintf(stderr, "nmdGetNameNodePort failed with error %d\n", -port);
         return EIO;
     }
diff --git a/src/io/hdfs/src/libhdfs/native_mini_dfs.h b/src/io/hdfs/hdfs_lib/src/libhdfs/native_mini_dfs.h
similarity index 100%
rename from src/io/hdfs/src/libhdfs/native_mini_dfs.h
rename to src/io/hdfs/hdfs_lib/src/libhdfs/native_mini_dfs.h
diff --git a/src/io/hdfs/src/libhdfs/platform.h b/src/io/hdfs/hdfs_lib/src/libhdfs/platform.h
similarity index 100%
rename from src/io/hdfs/src/libhdfs/platform.h
rename to src/io/hdfs/hdfs_lib/src/libhdfs/platform.h
diff --git a/src/io/hdfs/src/minidfs.rs b/src/io/hdfs/hdfs_lib/src/minidfs.rs
similarity index 100%
rename from src/io/hdfs/src/minidfs.rs
rename to src/io/hdfs/hdfs_lib/src/minidfs.rs
diff --git a/src/io/hdfs/src/native.rs b/src/io/hdfs/hdfs_lib/src/native.rs
similarity index 100%
rename from src/io/hdfs/src/native.rs
rename to src/io/hdfs/hdfs_lib/src/native.rs
diff --git a/src/io/hdfs/hdfs_lib/src/util.rs b/src/io/hdfs/hdfs_lib/src/util.rs
new file mode 100644
index 00000000..bd563cb1
--- /dev/null
+++ b/src/io/hdfs/hdfs_lib/src/util.rs
@@ -0,0 +1,83 @@
+use libc::{c_char, c_int};
+use std::ffi::CStr;
+use std::str;
+
+use dfs::HdfsFs;
+use err::HdfsErr;
+use native::*;
+
+pub fn str_to_chars(s: &mut String) -> *const c_char {
+    s.push('\0');
+    s.as_bytes().as_ptr() as *const i8
+}
+
+pub fn chars_to_str<'a>(chars: *const c_char) -> &'a str {
+    let slice = unsafe { CStr::from_ptr(chars) }.to_bytes();
+    str::from_utf8(slice).unwrap()
+}
+
+pub fn bool_to_c_int(val: bool) -> c_int {
+    if val {
+        1
+    } else {
+        0
+    }
+}
+
+/// Hdfs Utility
+pub struct HdfsUtil;
+
+/// HDFS Utility
+impl HdfsUtil {
+    /// Copy file from one filesystem to another.
+    ///
+    /// #### Params
+    /// * ```srcFS``` - The handle to source filesystem.
+    /// * ```src``` - The path of source file.
+    /// * ```dstFS``` - The handle to destination filesystem.
+    /// * ```dst``` - The path of destination file.
+    pub fn copy(src_fs: &HdfsFs, src: &str, dst_fs: &HdfsFs, dst: &str) -> Result<bool, HdfsErr> {
+        let res = unsafe {
+            let mut s_src = String::from(src);
+            let mut s_dst = String::from(dst);
+            hdfsCopy(
+                src_fs.raw(),
+                str_to_chars(&mut s_src),
+                dst_fs.raw(),
+                str_to_chars(&mut s_dst),
+            )
+        };
+
+        if res == 0 {
+            Ok(true)
+        } else {
+            Err(HdfsErr::Unknown)
+        }
+    }
+
+    /// Move file from one filesystem to another.
+    ///
+    /// #### Params
+    /// * ```srcFS``` - The handle to source filesystem.
+    /// * ```src``` - The path of source file.
+    /// * ```dstFS``` - The handle to destination filesystem.
+    /// * ```dst``` - The path of destination file.
+    pub fn mv(src_fs: &HdfsFs, src: &str, dst_fs: &HdfsFs, dst: &str) -> Result<bool, HdfsErr> {
+        let res = unsafe {
+            let mut s_src = String::from(src);
+            let mut s_dst = String::from(dst);
+            hdfsMove(
+                src_fs.raw(),
+                str_to_chars(&mut s_src),
+                dst_fs.raw(),
+                str_to_chars(&mut s_dst),
+            )
+        };
+
+        if res == 0 {
+            Ok(true)
+        } else {
+            Err(HdfsErr::Unknown)
+        }
+    }
+}
diff --git a/src/io/hdfs/mod.rs b/src/io/hdfs/mod.rs
new file mode 100644
index 00000000..4cf91d70
--- /dev/null
+++ b/src/io/hdfs/mod.rs
@@ -0,0 +1,56 @@
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+pub mod reader;
+
+use std::hash::Hash;
+use std::path::Path;
+
+use serde::{Deserialize, Serialize};
+pub use serde_json::Value as JsonValue;
+
+use generic::{IdType, MutGraphTrait};
+use io::hdfs::reader::HDFSReader;
+use io::read::Read;
+
+pub fn read_from_hdfs<Id, NL, EL, G, P>(
+    g: &mut G,
+    path_to_nodes: Vec<P>,
+    path_to_edges: Vec<P>,
+    separator: Option<&str>,
+    has_headers: bool,
+    is_flexible: bool,
+) where
+    for<'de> Id: IdType + Serialize + Deserialize<'de>,
+    for<'de> NL: Hash + Eq + Serialize + Deserialize<'de>,
+    for<'de> EL: Hash + Eq + Serialize + Deserialize<'de>,
+    G: MutGraphTrait<Id, NL, EL>,
+    P: AsRef<Path>,
+{
+    let mut reader = HDFSReader::new(path_to_nodes, path_to_edges)
+        .headers(has_headers)
+        .flexible(is_flexible);
+
+    if let Some(sep) = separator {
+        reader = reader.with_separator(sep);
+    }
+
+    reader.read(g)
+}
diff --git a/src/io/hdfs/reader.rs b/src/io/hdfs/reader.rs
new file mode 100644
index 00000000..7ebb3556
--- /dev/null
+++ b/src/io/hdfs/reader.rs
@@ -0,0 +1,173 @@
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/// Nodes:
+/// node_id <sep> node_label(optional)
+///
+/// Edges:
+/// src <sep> dst <sep> edge_label(optional)
+///
+/// **Note**: Rows that are unable to parse will be skipped.
+use std::hash::Hash;
+use std::marker::PhantomData;
+use std::path::{Path, PathBuf};
+
+use csv::ReaderBuilder;
+use generic::{IdType, MutGraphTrait};
+use hdfs::{HdfsFs, HdfsFsCache};
+use io::csv::record::{EdgeRecord, NodeRecord};
+use io::read::Read;
+use serde::Deserialize;
+use std::cell::RefCell;
+use std::rc::Rc;
+
+#[derive(Debug)]
+pub struct HDFSReader<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a = NL> {
+    path_to_nodes: Vec<PathBuf>,
+    path_to_edges: Vec<PathBuf>,
+    separator: u8,
+    has_headers: bool,
+    // Whether the number of fields in records is allowed to change or not.
+    is_flexible: bool,
+    _ph: PhantomData<(&'a Id, &'a NL, &'a EL)>,
+}
+
+impl<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a> Clone for HDFSReader<'a, Id, NL, EL> {
+    fn clone(&self) -> Self {
+        HDFSReader {
+            path_to_nodes: self.path_to_nodes.clone(),
+            path_to_edges: self.path_to_edges.clone(),
+            separator: self.separator.clone(),
+            has_headers: self.has_headers.clone(),
+            is_flexible: self.is_flexible.clone(),
+            _ph: PhantomData,
+        }
+    }
+}
+
+impl<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a> HDFSReader<'a, Id, NL, EL> {
+    pub fn new<P: AsRef<Path>>(path_to_nodes: Vec<P>, path_to_edges: Vec<P>) -> Self {
+        HDFSReader {
+            path_to_nodes: path_to_nodes
+                .into_iter()
+                .map(|p| p.as_ref().to_path_buf())
+                .collect(),
+            path_to_edges: path_to_edges
+                .into_iter()
+                .map(|p| p.as_ref().to_path_buf())
+                .collect(),
+            separator: b',',
+            has_headers: true,
+            is_flexible: false,
+            _ph: PhantomData,
+        }
+    }
+
+    pub fn with_separator(mut self, separator: &str) -> Self {
+        let sep_string = match separator {
+            "comma" => ",",
+            "space" => " ",
+            "tab" => "\t",
+            "bar" => "|",
+            other => other,
+        };
+
+        if sep_string.len() != 1 {
+            panic!("Invalid separator {}.", sep_string);
+        }
+
+        let sep = sep_string.chars().next().unwrap() as u8;
+        self.separator = sep;
+
+        self
+    }
+
+    pub fn headers(mut self, has_headers: bool) -> Self {
+        self.has_headers = has_headers;
+        self
+    }
+
+    pub fn flexible(mut self, is_flexible: bool) -> Self {
+        self.is_flexible = is_flexible;
+        self
+    }
+}
+
+impl<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a> Read<'a, Id, NL, EL>
+    for HDFSReader<'a, Id, NL, EL>
+where
+    for<'de> Id: Deserialize<'de>,
+    for<'de> NL: Deserialize<'de>,
+    for<'de> EL: Deserialize<'de>,
+{
+    /// **Note**: `path_to_nodes` or `path_to_edges` need to be formatted as `hdfs://localhost:9000/xx/xxx.csv`.
+    fn read<G: MutGraphTrait<Id, NL, EL, L>, L: IdType>(&self, g: &mut G) {
+        let hdfs_cache = Rc::new(RefCell::new(HdfsFsCache::new()));
+        for path in self.path_to_nodes.clone() {
+            let str_node_path = path.as_path().to_str().unwrap();
+            info!("Adding nodes from {}", str_node_path);
+            let fs: HdfsFs = hdfs_cache.borrow_mut().get(str_node_path).ok().unwrap();
+            let hfile = fs.open(str_node_path).unwrap();
+            if !hfile.is_readable() {
+                warn!("{:?} are not avaliable!", str_node_path);
+            }
+            let rdr = ReaderBuilder::new()
+                .has_headers(self.has_headers)
+                .flexible(self.is_flexible)
+                .delimiter(self.separator)
+                .from_reader(hfile);
+
+            for (i, result) in rdr.into_deserialize().enumerate() {
+                match result {
+                    Ok(_result) => {
+                        let record: NodeRecord<Id, NL> = _result;
+                        record.add_to_graph(g);
+                    }
+                    Err(e) => warn!("Line {:?}: Error when reading csv: {:?}", i + 1, e),
+                }
+            }
+        }
+
+        for path in self.path_to_edges.clone() {
+            let str_edge_path = path.as_path().to_str().unwrap();
+            info!("Adding edges from {}", str_edge_path);
+            let fs: HdfsFs = hdfs_cache.borrow_mut().get(str_edge_path).ok().unwrap();
+            let hfile = fs.open(str_edge_path).unwrap();
+            if !hfile.is_readable() {
+                warn!("{:?} are not avaliable!", str_edge_path);
+            }
+            let rdr = ReaderBuilder::new()
+                .has_headers(self.has_headers)
+                .flexible(self.is_flexible)
+                .delimiter(self.separator)
+                .from_reader(hfile);
+
+            for (i, result) in rdr.into_deserialize().enumerate() {
+                match result {
+                    Ok(_result) => {
+                        let record: EdgeRecord<Id, EL> = _result;
+                        record.add_to_graph(g);
+                    }
+                    Err(e) => warn!("Line {:?}: Error when reading csv: {:?}", i + 1, e),
+                }
+            }
+        }
+    }
+}
diff --git a/src/io/hdfs/src/dfs.rs b/src/io/hdfs/src/dfs.rs
deleted file mode 100644
index 4c469e63..00000000
--- a/src/io/hdfs/src/dfs.rs
+++ /dev/null
@@ -1,897 +0,0 @@
-use std::collections::HashMap;
-use std::marker::PhantomData;
-use std::{mem, io};
-use std::rc::Rc;
-use std::slice;
-use std::string::String;
-use std::sync::Mutex;
-use std::ffi::{CString, CStr};
-
-use url::{UrlParser,SchemeType};
-use libc::{c_char, c_int, c_short, c_void, int16_t, int32_t, int64_t, time_t};
-
-use err::HdfsErr;
-use native::*;
-use util::{chars_to_str, str_to_chars, bool_to_c_int};
-use std::io::{Error, ErrorKind};
-use std::result::Result::Err;
-
-const O_RDONLY: c_int = 0;
-const O_WRONLY: c_int = 1;
-const O_APPEND: c_int = 1024;
-
-/// Options for zero-copy read
-pub struct RzOptions {
-  ptr: *const hadoopRzOptions
-}
-
-impl Drop for RzOptions {
-  fn drop(&mut self) {
-    unsafe { hadoopRzOptionsFree(self.ptr) }
-  }
-}
-
-impl RzOptions {
-  pub fn new() -> RzOptions {
-    RzOptions { ptr: unsafe { hadoopRzOptionsAlloc() } }
-  }
-
-  pub fn skip_checksum(&self, skip: bool) -> Result<bool, HdfsErr> {
-    let res = unsafe {
-      hadoopRzOptionsSetSkipChecksum(self.ptr, bool_to_c_int(skip))
-    };
-
-    if res == 0 {
-      Ok(true)
-    } else {
-      Err(HdfsErr::Unknown)
-    }
-  }
-
-  pub fn set_bytebuffer_pool(&self, class_name: &str)
-      -> Result<bool, HdfsErr> {
-
-    let res = unsafe {
-      let mut s_class_name = String::from(class_name);
-      hadoopRzOptionsSetByteBufferPool(self.ptr, str_to_chars(&mut s_class_name))
-    };
-
-    if res == 0 {
-      Ok(true)
-    } else {
-      Err(HdfsErr::Unknown)
-    }
-  }
-}
-
-/// A buffer returned from zero-copy read.
-/// This buffer will be automatically freed when its lifetime is finished.
-pub struct RzBuffer<'a> {
-  file: &'a HdfsFile<'a>,
-  ptr: *const hadoopRzBuffer
-}
-
-impl<'a> Drop for RzBuffer<'a> {
-  fn drop(&mut self) {
-    unsafe { hadoopRzBufferFree(self.file.file, self.ptr) }
-  }
-}
-
-impl<'a> RzBuffer<'a> {
-  /// Get the length of a raw buffer returned from zero-copy read.
-  pub fn len(&self) -> i32 {
-    (unsafe { hadoopRzBufferLength(self.ptr) }) as i32
-  }
-
-  /// Get a pointer to the raw buffer returned from zero-copy read.
-  pub fn as_ptr(&self) -> Result<*const u8, HdfsErr> {
-    let ptr = unsafe {
-        hadoopRzBufferGet(self.ptr)
-    };
-
-    if !ptr.is_null() {
-      Ok( ptr as *const u8 )
-     } else {
-      Err(HdfsErr::Unknown)
-     }
-  }
-
-  /// Get a Slice transformed from a raw buffer
-  pub fn as_slice(&'a self) -> Result<&[u8], HdfsErr> {
-     let ptr = unsafe {
-        hadoopRzBufferGet(self.ptr) as *const u8
-     };
-
-     let len = unsafe {
-      hadoopRzBufferLength(self.ptr) as usize
-     };
-
-     if !ptr.is_null() {
-      Ok(unsafe { mem::transmute(slice::from_raw_parts(ptr, len as usize)) })
-     } else {
-      Err(HdfsErr::Unknown)
-     }
-  }
-}
-
-/// Includes hostnames where a particular block of a file is stored.
-pub struct BlockHosts {
-  ptr: *const *const *const c_char
-}
-
-impl Drop for BlockHosts {
-  fn drop(&mut self) {
-    unsafe { hdfsFreeHosts(self.ptr) };
-  }
-}
-
-/// Safely deallocable hdfsFileInfo pointer
-struct HdfsFileInfoPtr {
-  pub ptr: *const hdfsFileInfo,
-  pub len: i32
-}
-
-/// for safe deallocation
-impl<'a> Drop for HdfsFileInfoPtr {
-  fn drop(&mut self) {
-    unsafe { hdfsFreeFileInfo(self.ptr, self.len) };
-  }
-}
-
-impl HdfsFileInfoPtr {
-  fn new(ptr: *const hdfsFileInfo) -> HdfsFileInfoPtr {
-    HdfsFileInfoPtr {
-      ptr: ptr,
-      len: 1
-    }
-  }
-  
-  pub fn new_array(ptr: *const hdfsFileInfo, len: i32) -> HdfsFileInfoPtr {
-    HdfsFileInfoPtr {
-      ptr: ptr,
-      len: len
-    }
-  }
-}
-
-/// Interface that represents the client side information for a file or directory.
-pub struct FileStatus<'a> {
-  raw: Rc<HdfsFileInfoPtr>,
-  idx: u32,
-  _marker: PhantomData<&'a ()>
-}
-
-impl<'a> FileStatus<'a> {
-  #[inline]
-  /// create FileStatus from *const hdfsFileInfo
-  fn new(ptr: *const hdfsFileInfo) -> FileStatus<'a> {
-    FileStatus {
-      raw: Rc::new(HdfsFileInfoPtr::new(ptr)),
-      idx: 0,
-      _marker: PhantomData
-    }
-  }
-  
-  /// create FileStatus from *const hdfsFileInfo which points 
-  /// to dynamically allocated array.
-  #[inline]
-  fn from_array(raw: Rc<HdfsFileInfoPtr>, idx: u32) -> FileStatus<'a> {
-    FileStatus {
-      raw: raw,
-      idx: idx,
-      _marker: PhantomData
-    }
-  }
-  
-  #[inline]
-  fn ptr(&self) -> *const hdfsFileInfo {
-    unsafe {self.raw.ptr.offset(self.idx as isize)}
-  }
-  
-  /// Get the name of the file
-  #[inline]
-  pub fn name(&self) -> &'a str 
-  { 
-    chars_to_str(unsafe {&*self.ptr()}.mName) 
-  }
-  
-  /// Is this a file?
-  #[inline]
-  pub fn is_file(&self) -> bool {
-    match unsafe {&*self.ptr()}.mKind {
-      tObjectKind::kObjectKindFile => true,
-      tObjectKind::kObjectKindDirectory => false,
-    }
-  }
-  
-  /// Is this a directory?
-  #[inline]
-  pub fn is_directory(&self) -> bool {
-    match unsafe {&*self.ptr()}.mKind {
-      tObjectKind::kObjectKindFile => false,
-      tObjectKind::kObjectKindDirectory => true,
-    }
-  }
-  
-  /// Get the owner of the file
-  #[inline]
-  pub fn owner(&self) -> &'a str
-  {
-    chars_to_str(unsafe {&*self.ptr()}.mOwner)
-  }
-  
-  /// Get the group associated with the file
-  #[inline]
-  pub fn group(&self) -> &'a str
-  {
-    chars_to_str(unsafe {&*self.ptr()}.mGroup)
-  }
-  
-  /// Get the permissions associated with the file
-  #[inline]
-  pub fn permission(&self) -> i16
-  {
-    unsafe {&*self.ptr()}.mPermissions as i16
-  }
-  
-  /// Get the length of this file, in bytes.
-  #[inline]
-  pub fn len(&self) -> usize 
-  {
-    unsafe {&*self.ptr()}.mSize as usize
-  }
-  
-  /// Get the block size of the file.
-  #[inline]
-  pub fn block_size(&self) -> usize
-  {
-    unsafe {&*self.ptr()}.mBlockSize as usize
-  }
-  
-  /// Get the replication factor of a file.
-  #[inline]
-  pub fn replica_count(&self) -> i16
-  {
-    unsafe {&*self.ptr()}.mReplication as i16
-  }
-  
-  /// Get the last modification time for the file in seconds
-  #[inline]
-  pub fn last_modified(&self) -> time_t
-  {
-    unsafe {&*self.ptr()}.mLastMod
-  }
-  
-  /// Get the last access time for the file in seconds
-  #[inline]
-  pub fn last_accced(&self) -> time_t
-  {
-    unsafe {&*self.ptr()}.mLastAccess
-  }
-}
-
-/// Hdfs Filesystem
-///
-/// It is basically thread safe because the native API for hdfsFs is thread-safe. 
-#[derive(Clone)]
-#[allow(raw_pointer_derive)]
-pub struct HdfsFs<'a> {
-  url: String,
-  raw: *const hdfsFS,
-  _marker: PhantomData<&'a ()>
-}
-
-impl<'a> HdfsFs<'a> {
-  /// create HdfsFs instance. Please use HdfsFsCache rather than using this API directly. 
-  #[inline]
-  fn new(url: String, raw: *const hdfsFS) -> HdfsFs<'a>
-  {
-    HdfsFs {
-      url: url,
-      raw: raw,
-      _marker: PhantomData
-    }
-  }
-  
-  /// Get HDFS namenode url
-  #[inline]
-  pub fn url(&self) -> &str
-  {
-    &self.url
-  }
-  
-  /// Get a raw pointer of JNI API's HdfsFs
-  #[inline]
-  pub fn raw(&self) -> *const hdfsFS
-  {
-    self.raw
-  }
-
-  /// Open a file for append
-  pub fn append(&self, path: &str) -> Result<HdfsFile, HdfsErr> {
-    if !self.exist(path) {
-      return Err(HdfsErr::FileNotFound(path.to_owned()));
-    }
-
-    let file = unsafe {
-      let mut s_path = String::from(path);
-      hdfsOpenFile(self.raw, str_to_chars(&mut s_path), O_APPEND, 0,0,0)
-    };
-
-    if file.is_null() {
-      Err(HdfsErr::Unknown)
-    } else {
-      Ok(HdfsFile {fs: self, path: path.to_owned(), file: file})
-    }
-  }
-
-  /// set permission
-  pub fn chmod(&self, path: &str, mode: i16) -> bool {
-    (unsafe {
-      let mut s_path = String::from(path);
-      hdfsChmod(self.raw, str_to_chars(&mut s_path), mode as c_short)}) == 0
-  }
-
-  pub fn chown(&self, path: &str, owner: &str, group: &str) -> bool {
-    (unsafe {
-      let mut s_path = String::from(path);
-      let mut s_own = String::from(owner);
-      let mut s_group = String::from(group);
-      hdfsChown(self.raw, str_to_chars(&mut s_path),
-        str_to_chars(&mut s_own), str_to_chars(&mut s_group))}) == 0
-  }
-
-  #[inline]
-  pub fn create(&self, path: &str) -> Result<HdfsFile, HdfsErr> {
-    self.create_with_params(path, false, 0, 0, 0)
-  }
-
-  #[inline]
-  pub fn create_with_overwrite(&self, path: &str,
-    overwrite: bool) -> Result<HdfsFile, HdfsErr> {
-
-    self.create_with_params(path, overwrite, 0, 0, 0)
-  }
-
-  pub fn create_with_params(
-    &'a self,
-    path: &str,
-    overwrite: bool,
-    buf_size: i32,
-    replica_num: i16,
-    block_size: i32) -> Result<HdfsFile, HdfsErr> {
-
-    if !overwrite && self.exist(path) {
-      return Err(HdfsErr::FileAlreadyExists(path.to_owned()));
-    }
-
-    let file = unsafe {
-      let mut s_path = String::from(path);
-      hdfsOpenFile(self.raw, str_to_chars(&mut s_path), O_WRONLY,
-        buf_size as c_int, replica_num as c_short, block_size as int32_t)
-    };
-
-    if file.is_null() {
-      Err(HdfsErr::Unknown)
-    } else {
-      Ok(HdfsFile {fs: self, path: path.to_owned(), file: file})
-    }
-  }
-
-  /// Get the default blocksize.
-  pub fn default_blocksize(&self) -> Result<usize, HdfsErr> {
-    let block_sz = unsafe { hdfsGetDefaultBlockSize(self.raw) };
-
-    if block_sz > 0 {
-      Ok(block_sz as usize)
-    } else {
-      Err(HdfsErr::Unknown)
-    }
-  }
-
-  /// Get the default blocksize at the filesystem indicated by a given path.
-  pub fn block_size(&self, path: &str) -> Result<usize, HdfsErr> {
-    let block_sz = unsafe {
-      let mut s_path = String::from(path);
-      hdfsGetDefaultBlockSizeAtPath(self.raw, str_to_chars(&mut s_path))
-    };
-
-    if block_sz > 0 {
-      Ok(block_sz as usize)
-    } else {
-      Err(HdfsErr::Unknown)
-    }
-  }
-
-  /// Return the raw capacity of the filesystem.
-  pub fn capacity(&self) -> Result<usize, HdfsErr> {
-    let block_sz = unsafe {
-      hdfsGetCapacity(self.raw)
-    };
-
-    if block_sz > 0 {
-      Ok(block_sz as usize)
-    } else {
-      Err(HdfsErr::Unknown)
-    }
-  }
-
-  /// Delete file.
-  pub fn delete(&self, path: &str, recursive: bool) -> Result<bool, HdfsErr> {
-    let res = unsafe {
-      let mut s_path = String::from(path);
-      hdfsDelete(self.raw, str_to_chars(&mut s_path), recursive as c_int)
-    };
-
-    if res == 0 {
-      Ok(true)
-    } else {
-      Err(HdfsErr::Unknown)
-    }
-  }
-
-  /// Checks if a given path exsits on the filesystem
-  pub fn exist(&self, path: &str) -> bool {
-    let path = CString::new(path.as_bytes()).unwrap();
-    if unsafe {hdfsExists(self.raw, path.as_ptr())} == 0 {
-      true
-    } else {
-      false
-    }
-  }
-
-  /// Get hostnames where a particular block (determined by
-  /// pos & blocksize) of a file is stored. The last element in the array
-  /// is NULL. Due to replication, a single block could be present on
-  /// multiple hosts.
-  pub fn get_hosts(&self, path: &str, start: usize, length: usize)
-      -> Result<BlockHosts, HdfsErr> {
-
-    let ptr = unsafe {
-      let mut s_path = String::from(path);
-      hdfsGetHosts(self.raw, str_to_chars(&mut s_path),
-        start as int64_t, length as int64_t)
-    };
-
-    if !ptr.is_null() {
-      Ok(BlockHosts {ptr: ptr})
-    } else {
-      Err(HdfsErr::Unknown)
-    }
-  }
-
-  /// create a directory
-  pub fn mkdir(&self, path: &str) -> Result<bool, HdfsErr> {
-    if unsafe{
-      let mut s_path = String::from(path);
-      hdfsCreateDirectory(self.raw, str_to_chars(&mut s_path))} == 0 {
-      Ok(true)
-    } else {
-      Err(HdfsErr::Unknown)
-    }
-  }
-
-  /// open a file to read
-  #[inline]
-  pub fn open(&self, path: &str) -> Result<HdfsFile, HdfsErr> {
-    self.open_with_bufsize(path, 0)
-  }
-
-  /// open a file to read with a buffer size
-  pub fn open_with_bufsize(&self, path: &str, buf_size: i32)
-      -> Result<HdfsFile, HdfsErr> {
-
-    let file = unsafe {
-      let mut s_path = String::from(path);
-      hdfsOpenFile(self.raw, str_to_chars(&mut s_path), O_RDONLY,
-        buf_size as c_int, 0, 0)
-    };
-
-    if file.is_null() {
-      Err(HdfsErr::Unknown)
-    } else {
-      Ok(HdfsFile {fs: self, path: path.to_owned(), file: file})
-    }
-  }
-
-  /// Set the replication of the specified file to the supplied value
-  pub fn set_replication(&self, path: &str, num: i16)
-      -> Result<bool, HdfsErr> {
-
-    let res = unsafe {
-      let mut s_path = String::from(path);
-      hdfsSetReplication(self.raw, str_to_chars(&mut s_path), num as int16_t)
-    };
-
-    if res == 0 {
-      Ok(true)
-    } else {
-      Err(HdfsErr::Unknown)
-    }
-  }
-
-  /// Rename file.
-  pub fn rename(&self, old_path: &str, new_path: &str)
-      -> Result<bool, HdfsErr> {
-
-    let res = unsafe {
-      let mut s_old_path = String::from(old_path);
-      let mut s_new_path = String::from(new_path);
-      hdfsRename(self.raw, str_to_chars(&mut s_old_path), str_to_chars(&mut s_new_path))
-    };
-
-    if res == 0 {
-      Ok(true)
-    } else {
-      Err(HdfsErr::Unknown)
-    }
-  }
-
-  /// Return the total raw size of all files in the filesystem.
-  pub fn used(&self) -> Result<usize, HdfsErr> {
-    let block_sz = unsafe {
-      hdfsGetUsed(self.raw)
-    };
-
-    if block_sz > 0 {
-      Ok(block_sz as usize)
-    } else {
-      Err(HdfsErr::Unknown)
-    }
-  }
-  
-  pub fn list_status(&self, path: &str) -> Result<Vec<FileStatus>, HdfsErr> {
-    let mut entry_num: c_int = 0;
-    
-    let ptr = unsafe {
-      let mut s_path = String::from(path);
-      hdfsListDirectory(self.raw, str_to_chars(&mut s_path), &mut entry_num)
-    };
-    
-    if ptr.is_null() {
-      return Err(HdfsErr::Unknown)
-    }
-    
-    let shared_ptr = Rc::new(HdfsFileInfoPtr::new_array(ptr, entry_num));
-    
-    let mut list = Vec::new(); 
-    for idx in 0 .. entry_num {
-      list.push(FileStatus::from_array(shared_ptr.clone(), idx as u32));
-    }
-    
-    Ok(list)
-  }    
-  
-  pub fn get_file_status(&self, path: &str) -> Result<FileStatus, HdfsErr> {
-    let ptr = unsafe {
-      let mut s_path = String::from(path);
-      hdfsGetPathInfo(self.raw, str_to_chars(&mut s_path))
-    };
-    
-    if ptr.is_null() {
-      Err(HdfsErr::Unknown)
-    } else {
-      Ok(FileStatus::new(ptr))
-    }
-  }
-}
-
-/// open hdfs file
-pub struct HdfsFile<'a> {
-  fs: &'a HdfsFs<'a>,
-  path: String,
-  file: *const hdfsFile
-}
-
-impl<'a> io::Read for HdfsFile<'a>{
-  fn read(&mut self, buf: &mut [u8]) -> Result<usize, Error> {
-    let read_len = unsafe {
-      hdfsRead(self.fs.raw, self.file, buf.as_ptr() as *mut c_void,
-               buf.len() as tSize)
-    };
-    if read_len >= 0 {
-      Ok(read_len as usize)
-    } else {
-      Err(Error::new(ErrorKind::Other,HdfsErr::Unknown))
-    }
-  }
-}
-
-impl<'a> HdfsFile<'a> {
-
-  pub fn available(&self) -> Result<bool, HdfsErr> {
-    if unsafe { hdfsAvailable(self.fs.raw, self.file) } == 0 {
-      Ok(true)
-    } else {
-      Err(HdfsErr::Unknown)
-    }
-  }
-
-  /// Close the opened file
-  pub fn close(&self) -> Result<bool, HdfsErr> {
-    if unsafe {hdfsCloseFile(self.fs.raw, self.file)} == 0 {
-      Ok(true)
-    } else {
-      Err(HdfsErr::Unknown)
-    }
-  }
-
-  /// Flush the data.
-  pub fn flush(&self) -> bool {
-    (unsafe { hdfsFlush(self.fs.raw, self.file) }) == 0
-  }
-
-  /// Flush out the data in client's user buffer. After the return of this
-  /// call, new readers will see the data.
-  pub fn hflush(&self) -> bool {
-    (unsafe { hdfsHFlush(self.fs.raw, self.file) }) == 0
-  }
-
-  /// Similar to posix fsync, Flush out the data in client's
-  /// user buffer. all the way to the disk device (but the disk may have
-  /// it in its cache).
-  pub fn hsync(&self) -> bool {
-    (unsafe { hdfsHSync(self.fs.raw, self.file) }) == 0
-  }
-
-  /// Determine if a file is open for read.
-  pub fn is_readable(&self) -> bool {
-    (unsafe { hdfsFileIsOpenForRead(self.file) }) == 1
-  }
-
-  /// Determine if a file is open for write.
-  pub fn is_writable(&self) -> bool {
-    (unsafe { hdfsFileIsOpenForWrite(self.file) }) == 1
-  }
-
-  /// Return a file path
-  pub fn path(&'a self) -> &'a str {
-    &self.path
-  }
-
-  /// Get the current offset in the file, in bytes.
-  pub fn pos(&self) -> Result<u64, HdfsErr> {
-    let pos = unsafe {hdfsTell(self.fs.raw, self.file)};
-
-    if pos > 0 {
-      Ok(pos as u64)
-    } else {
-      Err(HdfsErr::Unknown)
-    }
-  }
-
-  /// Read data from an open file.
-//  pub fn read(&self, buf: &mut [u8]) -> Result<i32, HdfsErr> {
-//    let read_len = unsafe {
-//      hdfsRead(self.fs.raw, self.file, buf.as_ptr() as *mut c_void,
-//        buf.len() as tSize)
-//    };
-//
-//    if read_len > 0 {
-//      Ok(read_len as i32)
-//    } else {
-//      Err(HdfsErr::Unknown)
-//    }
-//  }
-
-  /// Positional read of data from an open file.
-  pub fn read_with_pos(&self, pos: i64, buf: &mut [u8]) -> Result<i32, HdfsErr> {
-    let read_len = unsafe {
-      hdfsPread(self.fs.raw, self.file, pos as tOffset,
-        buf.as_ptr() as *mut c_void, buf.len() as tSize)
-    };
-
-    if read_len > 0 {
-      Ok(read_len as i32)
-    } else {
-      Err(HdfsErr::Unknown)
-    }
-  }
-
-  /// Perform a byte buffer read. If possible, this will be a zero-copy
-  /// (mmap) read.
-  pub fn read_zc(&'a self, opts: &RzOptions, max_len: i32) -> Result<RzBuffer<'a>, HdfsErr> {
-    let buf : *const hadoopRzBuffer = unsafe {
-      hadoopReadZero(self.file, opts.ptr, max_len as int32_t)
-    };
-
-    if !buf.is_null() {
-      Ok(RzBuffer {file: self, ptr: buf})
-    } else {
-      Err(HdfsErr::Unknown)
-    }
-  }
-
-  /// Seek to given offset in file.
-  pub fn seek(&self, offset: u64) -> bool {
-    (unsafe { hdfsSeek(self.fs.raw, self.file, offset as tOffset) }) == 0
-  }
-
-  /// Write data into an open file.
-  pub fn write(&self, buf: &[u8]) -> Result<i32, HdfsErr> {
-    let written_len = unsafe {
-      hdfsWrite(self.fs.raw, self.file,
-        buf.as_ptr() as *mut c_void, buf.len() as tSize)
-    };
-
-    if written_len > 0 {
-      Ok(written_len)
-    } else {
-      Err(HdfsErr::Unknown)
-    }
-  }
-}
-
-
-static LOCAL_FS_SCHEME: &'static str = "file";
-
-/// for HDFS URL scheme (i.e., hdfs://)
-fn hdfs_scheme_handler(scheme: &str) -> SchemeType 
-{
-  match scheme {
-    "file" => SchemeType::FileLike,
-    "hdfs" => SchemeType::Relative(50070),
-    _ => panic!("Unsupported scheme: {}", scheme)
-  }
-}
-
-/// HdfsFsCache which caches HdfsFs instances.  
-///
-/// The original libhdfs allows only one HdfsFs instance for the same namenode. In otherwords,
-/// Some APIs of libhdfs are not thread-safe. So, You must get HdfsFs instance through HdfsFsCache, 
-/// caching initialized HdfsFs instances and returning them.  
-pub struct HdfsFsCache<'a> 
-{
-  fs_map: Mutex<HashMap<String, HdfsFs<'a>>>,
-  url_parser: UrlParser<'a>
-}
-
-impl<'a> HdfsFsCache<'a> 
-{
-  pub fn new() -> HdfsFsCache<'a> 
-  {
-    let mut url_parser = UrlParser::new();
-    url_parser.scheme_type_mapper(hdfs_scheme_handler);
-
-    HdfsFsCache {
-      fs_map: Mutex::new(HashMap::new()),
-      url_parser: url_parser
-    }
-  }
-
-  #[inline]
-  fn get_namenode_uri(&self, path: &str) -> Result<String, HdfsErr> 
-  {
-    match self.url_parser.parse(path) {
-      Ok(url) => {
-        
-        if &url.scheme == LOCAL_FS_SCHEME {
-          return Ok("file:///".to_string());
-          
-        } else {
-          let mut uri_builder = String::new();
-          if url.host().is_some() {
-            uri_builder.push_str(&(
-              format!("{}://{}", &url.scheme, url.host().unwrap())));
-
-            if url.port().is_some() {
-              uri_builder.push_str(&(format!(":{}", url.port().unwrap())));
-            }
-
-            return Ok(uri_builder);
-          } else {
-            Err(HdfsErr::InvalidUrl(path.to_string()))
-          }
-        }
-      },
-      Err(_) => Err(HdfsErr::InvalidUrl(path.to_string()))
-    }
-  }
-
-  pub fn get(&mut self, path: &str) -> Result<HdfsFs<'a>, HdfsErr>
-  {
-    let mut namenode_uri = try!(self.get_namenode_uri(path));
- 
-    let mut map = self.fs_map.lock().unwrap();
-      
-    if !map.contains_key(&namenode_uri) {  
-      let hdfs_fs = unsafe {
-        let hdfs_builder = hdfsNewBuilder();
-        println!("Connecting to Namenode ({})",&namenode_uri);
-        hdfsBuilderSetNameNode(hdfs_builder, str_to_chars(&mut namenode_uri));
-        hdfsBuilderConnect(hdfs_builder)
-      };
-      if hdfs_fs.is_null() {
-        return Err(HdfsErr::CannotConnectToNameNode(namenode_uri.clone()))
-      }
-          
-      map.insert(
-        namenode_uri.clone(),
-        HdfsFs::new(namenode_uri.clone(), hdfs_fs));
-    }
-      
-    Ok(map.get(&namenode_uri).unwrap().clone())
-  }
-}
-
-#[cfg(test)]
-mod test {
-  use std::rc::Rc;
-  use std::cell::RefCell;
-  
-  use itertools::Itertools;
-  
-  use native::MiniDfsConf;
-  use minidfs::*;
-  use super::HdfsFsCache;
-  
-  #[test]
-  fn test_hdfs_connection() {
-  
-    let mut conf = MiniDfsConf::new();
-    let dfs = MiniDFS::start(&mut conf).unwrap();
-    let port = dfs.namenode_port().unwrap();
-  
-    let minidfs_addr = format!("hdfs://localhost:{}", port);
-    let cache = Rc::new(RefCell::new(HdfsFsCache::new()));
-  
-  
-    // Parse namenode uris
-    assert_eq!("file:///".to_string(), cache.borrow_mut().get("file:/blah").ok().unwrap().url);
-    let test_path = format!("hdfs://localhost:{}/users/test", port);
-    println!("Trying to get {}", &test_path);
-    assert_eq!(minidfs_addr, cache.borrow_mut().get(&test_path).ok().unwrap().url);
-  
-  
-  
-    // create a file, check existence, and close
-    let fs = cache.borrow_mut().get(&test_path).ok().unwrap();
-    let test_file = "/test_file";
-    let created_file = match fs.create(test_file) {
-      Ok(f) => f,
-      Err(_) => panic!("Couldn't create a file")
-    };
-    assert!(created_file.close().is_ok());
-    assert!(fs.exist(test_file));
-  
-  
-    // open a file and close
-    let opened_file = fs.open(test_file).ok().unwrap();
-    assert!(opened_file.close().is_ok());
-  
-    match fs.mkdir("/dir1") {
-      Ok(_) => println!("/dir1 created"),
-      Err(_) => panic!("Couldn't create /dir1 directory")
-    };
-    
-    let file_info = fs.get_file_status("/dir1").ok().unwrap();
-    
-    let expected_path = format!("hdfs://localhost:{}/dir1", port);
-    assert_eq!(&expected_path, file_info.name());
-    assert!(!file_info.is_file());
-    assert!(file_info.is_directory());
-    
-    
-    let sub_dir_num = 3;
-    let mut expected_list = Vec::new();
-    for x in 0..sub_dir_num {
-      let filename = format!("/dir1/{}", x);
-      expected_list.push(format!("hdfs://localhost:{}/dir1/{}", port, x));
-      
-      match fs.mkdir(&filename) {
-        Ok(_) => println!("/dir1.x created"),
-        Err(_) => panic!("Couldn't create /dir1 directory")
-      };
-    }
-    
-    let mut list = fs.list_status("/dir1").ok().unwrap();
-    assert_eq!(sub_dir_num, list.len());
-    
-    list.sort_by(|a, b| Ord::cmp(a.name(), b.name()));
-    for (expected, name) in izip!(expected_list, list.iter().map(|status| status.name())) {
-      assert_eq!(expected, name);
-    }
-  
-    dfs.stop();
-  }
-}
\ No newline at end of file
diff --git a/src/io/hdfs/src/util.rs b/src/io/hdfs/src/util.rs
deleted file mode 100644
index 18c1321e..00000000
--- a/src/io/hdfs/src/util.rs
+++ /dev/null
@@ -1,73 +0,0 @@
-use std::ffi::{CString, CStr};
-use std::str;
-use libc::{c_char, c_int};
-
-use err::HdfsErr;
-use native::*;
-use dfs::HdfsFs;
-
-pub fn str_to_chars(s: &mut String) -> *const c_char {
-  s.push('\0');
-  s.as_bytes().as_ptr() as *const i8
-}
-
-pub fn chars_to_str<'a>(chars: *const c_char) -> &'a str {
-  let slice = unsafe { CStr::from_ptr(chars) }.to_bytes();
-  str::from_utf8(slice).unwrap()
-}
-
-pub fn bool_to_c_int(val: bool) -> c_int {
-  if val { 1 } else { 0 }
-}
-
-/// Hdfs Utility
-pub struct HdfsUtil;
-
-/// HDFS Utility
-impl HdfsUtil {
-
-  /// Copy file from one filesystem to another.
-  ///
-  /// #### Params
-  /// * ```srcFS``` - The handle to source filesystem.
-  /// * ```src``` - The path of source file.
-  /// * ```dstFS``` - The handle to destination filesystem.
-  /// * ```dst``` - The path of destination file.
-  pub fn copy(src_fs: &HdfsFs, src: &str, dst_fs: &HdfsFs, dst: &str)
-      -> Result<bool, HdfsErr> {
-    let res = unsafe {
-      let mut s_src = String::from(src);
-      let mut s_dst = String::from(dst);
-      hdfsCopy(src_fs.raw(), str_to_chars(&mut s_src), dst_fs.raw(), str_to_chars(&mut s_dst))
-    };
-
-    if res == 0 {
-      Ok(true)
-    } else {
-      Err(HdfsErr::Unknown)
-    }
-  }
-
-  /// Move file from one filesystem to another.
-  ///
-  /// #### Params
-  /// * ```srcFS``` - The handle to source filesystem.
-  /// * ```src``` - The path of source file.
-  /// * ```dstFS``` - The handle to destination filesystem.
-  /// * ```dst``` - The path of destination file.
-  pub fn mv(src_fs: &HdfsFs, src: &str, dst_fs: &HdfsFs, dst: &str)
-      -> Result<bool, HdfsErr> {
-
-    let res = unsafe {
-      let mut s_src = String::from(src);
-      let mut s_dst = String::from(dst);
-      hdfsMove(src_fs.raw(), str_to_chars(&mut s_src), dst_fs.raw(), str_to_chars(&mut s_dst))
-    };
-
-    if res == 0 {
-      Ok(true)
-    } else {
-      Err(HdfsErr::Unknown)
-    }
-  }
-}
\ No newline at end of file
diff --git a/src/io/mod.rs b/src/io/mod.rs
index 944bbe1a..2f433e9a 100644
--- a/src/io/mod.rs
+++ b/src/io/mod.rs
@@ -1,7 +1,7 @@
 /*
  * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
  *
- * Licensed to the Apache Software Foundation (ASF) under one
+ * Licensed to the Apache Software Foundation (ACSVReaderSF) under one
  * or more contributor license agreements.  See the NOTICE file
  * distributed with this work for additional information
  * regarding copyright ownership.  The ASF licenses this file
@@ -19,7 +19,9 @@
  * under the License.
  */
 pub mod csv;
+pub mod hdfs;
 pub mod mmap;
+pub mod read;
 pub mod serde;
 
 pub use io::csv::{read_from_csv, write_to_csv};
diff --git a/src/io/read.rs b/src/io/read.rs
new file mode 100644
index 00000000..e4f1fa76
--- /dev/null
+++ b/src/io/read.rs
@@ -0,0 +1,32 @@
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+use generic::{IdType, MutGraphTrait};
+use serde::Deserialize;
+use std::hash::Hash;
+
+pub trait Read<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a>
+where
+    for<'de> Id: Deserialize<'de>,
+    for<'de> NL: Deserialize<'de>,
+    for<'de> EL: Deserialize<'de>,
+{
+    fn read<G: MutGraphTrait<Id, NL, EL, L>, L: IdType>(&self, g: &mut G);
+}
diff --git a/tests/io.rs b/tests/io.rs
index 979fee16..9050752d 100644
--- a/tests/io.rs
+++ b/tests/io.rs
@@ -26,7 +26,7 @@ use rust_graph::graph_impl::{DiGraphMap, GraphMap, TypedGraphMap, UnGraphMap};
 use rust_graph::io::{read_from_csv, write_to_csv};
 use rust_graph::prelude::*;
 
-use rust_graph::io::csv::read_from_hdfs;
+use rust_graph::io::hdfs::read_from_hdfs;
 use tempfile::TempDir;
 
 #[test]
@@ -116,7 +116,10 @@ fn test_cvs_labeled() {
     assert_eq!(g, g_);
 }
 
+/// Because of the requirement of hadoop environment on local, we `ignore` the test here.
+/// If you have configure the environment according to `README.md`, use parameter `--ignore` to test it.
 #[test]
+#[ignore]
 fn test_csv_hdfs_read() {
     let path_to_nodes = "hdfs://localhost:9000/labelled/nodes.csv";
     let path_to_edges = "hdfs://localhost:9000/labelled/edges.csv";
@@ -131,7 +134,7 @@ fn test_csv_hdfs_read() {
         vec![path_to_edges],
         Some(","),
         true,
-        false
+        false,
     );
     println!("{:?}", g_);
 }

From b3bc5aee7f2afe5b58f7d54f2918953e579dbd84 Mon Sep 17 00:00:00 2001
From: Michael Chen <920901835@qq.com>
Date: Wed, 24 Jul 2019 13:49:35 +0800
Subject: [PATCH 314/391] fix:Readme && trait name && remove useless code&&
 fixing readme

---
 README.md                                     |  25 +-
 src/io/csv/mod.rs                             |   2 +-
 src/io/csv/reader.rs                          |   4 +-
 src/io/hdfs/hdfs_lib/Cargo.toml               |   3 +-
 src/io/hdfs/hdfs_lib/build.rs                 |  37 +-
 src/io/hdfs/hdfs_lib/src/dfs.rs               | 101 +----
 src/io/hdfs/hdfs_lib/src/lib.rs               |   3 -
 src/io/hdfs/hdfs_lib/src/libhdfs/hdfs_test.h  |  64 ---
 .../hdfs_lib/src/libhdfs/native_mini_dfs.c    | 372 ------------------
 .../hdfs_lib/src/libhdfs/native_mini_dfs.h    | 121 ------
 src/io/hdfs/hdfs_lib/src/minidfs.rs           |  81 ----
 src/io/hdfs/hdfs_lib/src/native.rs            | 156 +-------
 src/io/hdfs/hdfs_lib/src/native/libhdfs.a     | Bin 0 -> 475008 bytes
 src/io/hdfs/hdfs_lib/src/native/libhdfs.so    |   1 +
 .../hdfs/hdfs_lib/src/native/libhdfs.so.0.0.0 | Bin 0 -> 297296 bytes
 src/io/hdfs/mod.rs                            |   2 +-
 src/io/hdfs/reader.rs                         |   4 +-
 src/io/mod.rs                                 |   2 +-
 src/io/{read.rs => read_graph.rs}             |   2 +-
 19 files changed, 34 insertions(+), 946 deletions(-)
 delete mode 100644 src/io/hdfs/hdfs_lib/src/libhdfs/hdfs_test.h
 delete mode 100644 src/io/hdfs/hdfs_lib/src/libhdfs/native_mini_dfs.c
 delete mode 100644 src/io/hdfs/hdfs_lib/src/libhdfs/native_mini_dfs.h
 delete mode 100644 src/io/hdfs/hdfs_lib/src/minidfs.rs
 create mode 100644 src/io/hdfs/hdfs_lib/src/native/libhdfs.a
 create mode 120000 src/io/hdfs/hdfs_lib/src/native/libhdfs.so
 create mode 100755 src/io/hdfs/hdfs_lib/src/native/libhdfs.so.0.0.0
 rename src/io/{read.rs => read_graph.rs} (93%)

diff --git a/README.md b/README.md
index 29f65df6..53dca67e 100644
--- a/README.md
+++ b/README.md
@@ -3,13 +3,23 @@
 A graph libary written in Rust. 
 
 ##Setup for hdfs reading support
+
+###0. Explanations for `build` and `running` stage in `hdfs_lib`
+The function for reading files from `hdfs` is based on a library [`hdfs-rs`](https://github.com/hyunsik/hdfs-rs). Because the library is not update for a few years, so I fixed some bugs in the source code and stored in `src/io/hdfs//hdfs_lib`. The project is regard it as a local crate. (Just as `Cago.toml` shows: `hdfs={path="src//io//hdfs//hdfs_lib"}`).  
+* In the library, we were calling`libhdfs C APIs`[(docs here)](http://hadoop.apache.org/docs/r3.0.0/hadoop-project-dist/hadoop-hdfs/LibHdfs.html) (supported by hadoop) to implement functions. And encapsulate the `libhdfs C APIs` in the library. 
+* In the path `hdfs_lib/src/native`, there are static library(`libhdfs.a`) and shared object(`libhdfs.so`) for calling `C APIs` in rust.  
+* In the file `hdfs_lib/build.rs`, we use `build.rs`[(docs here)](https://doc.rust-lang.org/cargo/reference/build-scripts.html#outputs-of-the-build-script) to pass environment variable `rustc-link-search` to prompt compiler to find the static and shared object.  
+* In the running time for calling `libhdfs C APIs`, it will using `libhdfs.so`,`libjvm.so`,`Java Environment` and `Hadoop jars`.So,
+please ensure that you have finished the following steps, if you want to use the functions for `hdfs`.
+
 ###1. Download hadoop and environment variables
 1.1 Requirement:
 * Hadoop version >= [2.6.5](http://mirror.bit.edu.cn/apache/hadoop/common/hadoop-2.6.5/)
 * Java >=1.8
 * Linux Environment
-* Checking in the path `lib/native` contains `libhdfs.*` in Hadoop package.
-* Checking in the path `jre/lib/amd64/server` contains `libjvm.so` in java package
+* In the running time of `libhdfs C APIs`
+* Checking in the hadoop you have installed contains `libhdfs.so` in path `$HADOOP_HOME/lib/native/`.(In the pre-build version, hadoop contains it by default)
+* Checking in the java you have installed contains `libjvm.so` in path `$JAVA_HOME/jre/lib/amd64/server/`.  
 
 1.2 Environment variables:  
 Edit shell environment as following command:
@@ -30,9 +40,12 @@ export PATH=${JAVA_HOME}/bin:$HOME/.cargo/bin:$HADOOP_HOME/sbin:$HADOOP_HOME/bin
 source ~/.bashrc
 ```
 
-###2. Configuring hadoop and hdfs
+###2. Configuring a pseudo hadoop and hdfs environment
+Of course, you can build a real cluster by yourself. What we need in the code is the `hdfs path` and `port`.  
+  
 First of all, entering the configure files directory:`cd $HADOOP_HOME/etc/hadoop`  
-2.1 Configure `core-site.xml`
+  
+2.1 Configure `core-site.xml`  
 ```xml
 <configuration>
 <property>
@@ -99,7 +112,7 @@ jps
 The port maybe different in different version hadoop. Please check on hadoop website. 
 
 ###4. Testing and using hdfs support
-For now, you can using `hdfs support` in this library to read from local pseudo hdfs cluster.
+For now, you can using `hdfs support` in this library to read from local pseudo hdfs cluster(or real hdfs cluster).
 * In order to avoid tests failure in this library. We mark the tests for `hdfs support` as `ignore`.  
 So, if you want to test them, please using the following command to test the `hdfs support` independently:  
-`cargo test -- --ignored`
\ No newline at end of file
+`cargo test -- --ignored`  
diff --git a/src/io/csv/mod.rs b/src/io/csv/mod.rs
index 844dd355..53b180ec 100644
--- a/src/io/csv/mod.rs
+++ b/src/io/csv/mod.rs
@@ -32,7 +32,7 @@ pub use serde_json::Value as JsonValue;
 use generic::{GeneralGraph, IdType, MutGraphTrait};
 pub use io::csv::reader::CSVReader;
 pub use io::csv::writer::CSVWriter;
-use io::read::Read;
+use io::read_graph::ReadGraph;
 
 pub fn write_to_csv<Id, NL, EL, P, L>(
     g: &GeneralGraph<Id, NL, EL, L>,
diff --git a/src/io/csv/reader.rs b/src/io/csv/reader.rs
index b65f4933..a0da756b 100644
--- a/src/io/csv/reader.rs
+++ b/src/io/csv/reader.rs
@@ -34,7 +34,7 @@ use csv::ReaderBuilder;
 use generic::{IdType, Iter, MutGraphTrait};
 use io::csv::record::{EdgeRecord, NodeRecord, PropEdgeRecord, PropNodeRecord};
 use io::csv::JsonValue;
-use io::read::Read;
+use io::read_graph::ReadGraph;
 use serde::Deserialize;
 use serde_json::{from_str, to_value};
 
@@ -110,7 +110,7 @@ impl<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a> CSVReader<'a, Id, N
     }
 }
 
-impl<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a> Read<'a, Id, NL, EL>
+impl<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a> ReadGraph<'a, Id, NL, EL>
     for CSVReader<'a, Id, NL, EL>
 where
     for<'de> Id: Deserialize<'de>,
diff --git a/src/io/hdfs/hdfs_lib/Cargo.toml b/src/io/hdfs/hdfs_lib/Cargo.toml
index 167705dd..a6c01378 100644
--- a/src/io/hdfs/hdfs_lib/Cargo.toml
+++ b/src/io/hdfs/hdfs_lib/Cargo.toml
@@ -1,7 +1,6 @@
 [package]
 name = "hdfs"
 version = "0.0.4"
-
 build = "build.rs"
 
 [lib]
@@ -15,4 +14,4 @@ log = "0.3.2"
 url = "0.2.37"
 
 [build-dependencies]
-gcc = "0.3.17"
+cc = "1.0.38"
diff --git a/src/io/hdfs/hdfs_lib/build.rs b/src/io/hdfs/hdfs_lib/build.rs
index b7819847..fc8fb101 100644
--- a/src/io/hdfs/hdfs_lib/build.rs
+++ b/src/io/hdfs/hdfs_lib/build.rs
@@ -1,35 +1,4 @@
-extern crate gcc;
-
-use std::env;
-
 fn main() {
-
-  // for libhdfs.a
-  match env::var("HADOOP_HOME") {
-    Ok(val) => { 
-      println!("cargo:rustc-link-search=native={}/lib/native", val); 
-    },
-    Err(e) => { panic!("HADOOP_HOME shell environment must be set: {}", e); }
-  }
-
-  // for jvm.h and linking to jni libraries
-  let mut minidfs_config = gcc::Config::new();  
-  minidfs_config.file("src/libhdfs/native_mini_dfs.c").include("src/libhdfs");
-
-  match env::var("JAVA_HOME") {
-    Ok(val) => { 
-      minidfs_config.include(format!("{}/include/", val));
-      if cfg!(target_os = "linux") {
-        minidfs_config
-          .include(format!("{}/include/linux", val));
-      } else if cfg!(target_os = "macos") {
-        minidfs_config
-          .include(format!("{}/include/darwin", val));
-      }
-      // TODO - to be changed to consider a dependent platform.
-    },
-    Err(e) => { panic!("JAVA_HOME shell environment must be set: {}", e); }
-  }
-
-  minidfs_config.compile("libminidfs.a");
-}
+    //Passing environment variable to compiler to prompt the static and shared library path
+    println!("cargo:rustc-link-search=native=src/io/hdfs/hdfs_lib/src/native");
+}
\ No newline at end of file
diff --git a/src/io/hdfs/hdfs_lib/src/dfs.rs b/src/io/hdfs/hdfs_lib/src/dfs.rs
index c96aa8f7..f90e6f6d 100644
--- a/src/io/hdfs/hdfs_lib/src/dfs.rs
+++ b/src/io/hdfs/hdfs_lib/src/dfs.rs
@@ -667,20 +667,6 @@ impl<'a> HdfsFile<'a> {
         }
     }
 
-    /// Read data from an open file.
-    //  pub fn read(&self, buf: &mut [u8]) -> Result<i32, HdfsErr> {
-    //    let read_len = unsafe {
-    //      hdfsRead(self.fs.raw, self.file, buf.as_ptr() as *mut c_void,
-    //        buf.len() as tSize)
-    //    };
-    //
-    //    if read_len > 0 {
-    //      Ok(read_len as i32)
-    //    } else {
-    //      Err(HdfsErr::Unknown)
-    //    }
-    //  }
-
     /// Positional read of data from an open file.
     pub fn read_with_pos(&self, pos: i64, buf: &mut [u8]) -> Result<i32, HdfsErr> {
         let read_len = unsafe {
@@ -822,89 +808,4 @@ impl<'a> HdfsFsCache<'a> {
 
         Ok(map.get(&namenode_uri).unwrap().clone())
     }
-}
-
-#[cfg(test)]
-mod test {
-    use std::cell::RefCell;
-    use std::rc::Rc;
-
-    use itertools::Itertools;
-
-    use super::HdfsFsCache;
-    use minidfs::*;
-    use native::MiniDfsConf;
-
-    /// Because of the requirement of hadoop environment on local, we `ignore` the test here.
-    /// If you have configure the environment according to `README.md`, use parameter `--ignore` to test it.
-    #[test]
-    #[ignore]
-    fn test_hdfs_connection() {
-        let mut conf = MiniDfsConf::new();
-        let dfs = MiniDFS::start(&mut conf).unwrap();
-        let port = dfs.namenode_port().unwrap();
-
-        let minidfs_addr = format!("hdfs://localhost:{}", port);
-        let cache = Rc::new(RefCell::new(HdfsFsCache::new()));
-
-        // Parse namenode uris
-        assert_eq!(
-            "file:///".to_string(),
-            cache.borrow_mut().get("file:/blah").ok().unwrap().url
-        );
-        let test_path = format!("hdfs://localhost:{}/users/test", port);
-        println!("Trying to get {}", &test_path);
-        assert_eq!(
-            minidfs_addr,
-            cache.borrow_mut().get(&test_path).ok().unwrap().url
-        );
-
-        // create a file, check existence, and close
-        let fs = cache.borrow_mut().get(&test_path).ok().unwrap();
-        let test_file = "/test_file";
-        let created_file = match fs.create(test_file) {
-            Ok(f) => f,
-            Err(_) => panic!("Couldn't create a file"),
-        };
-        assert!(created_file.close().is_ok());
-        assert!(fs.exist(test_file));
-
-        // open a file and close
-        let opened_file = fs.open(test_file).ok().unwrap();
-        assert!(opened_file.close().is_ok());
-
-        match fs.mkdir("/dir1") {
-            Ok(_) => println!("/dir1 created"),
-            Err(_) => panic!("Couldn't create /dir1 directory"),
-        };
-
-        let file_info = fs.get_file_status("/dir1").ok().unwrap();
-
-        let expected_path = format!("hdfs://localhost:{}/dir1", port);
-        assert_eq!(&expected_path, file_info.name());
-        assert!(!file_info.is_file());
-        assert!(file_info.is_directory());
-
-        let sub_dir_num = 3;
-        let mut expected_list = Vec::new();
-        for x in 0..sub_dir_num {
-            let filename = format!("/dir1/{}", x);
-            expected_list.push(format!("hdfs://localhost:{}/dir1/{}", port, x));
-
-            match fs.mkdir(&filename) {
-                Ok(_) => println!("/dir1.x created"),
-                Err(_) => panic!("Couldn't create /dir1 directory"),
-            };
-        }
-
-        let mut list = fs.list_status("/dir1").ok().unwrap();
-        assert_eq!(sub_dir_num, list.len());
-
-        list.sort_by(|a, b| Ord::cmp(a.name(), b.name()));
-        for (expected, name) in izip!(expected_list, list.iter().map(|status| status.name())) {
-            assert_eq!(expected, name);
-        }
-
-        dfs.stop();
-    }
-}
+}
\ No newline at end of file
diff --git a/src/io/hdfs/hdfs_lib/src/lib.rs b/src/io/hdfs/hdfs_lib/src/lib.rs
index 5ae05e14..f6a881f1 100644
--- a/src/io/hdfs/hdfs_lib/src/lib.rs
+++ b/src/io/hdfs/hdfs_lib/src/lib.rs
@@ -100,8 +100,5 @@ pub mod native;
 mod dfs;
 pub use dfs::*;
 
-/// Mini HDFS Cluster for easily building unit tests
-pub mod minidfs;
-
 mod util;
 pub use util::HdfsUtil;
diff --git a/src/io/hdfs/hdfs_lib/src/libhdfs/hdfs_test.h b/src/io/hdfs/hdfs_lib/src/libhdfs/hdfs_test.h
deleted file mode 100644
index 0eab9a68..00000000
--- a/src/io/hdfs/hdfs_lib/src/libhdfs/hdfs_test.h
+++ /dev/null
@@ -1,64 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-#ifndef LIBHDFS_HDFS_TEST_H
-#define LIBHDFS_HDFS_TEST_H
-
-struct hdfsFile_internal;
-
-/**
- * Some functions that are visible only for testing.
- *
- * This header is not meant to be exported or used outside of the libhdfs unit
- * tests.
- */
-
-#ifdef __cplusplus
-extern  "C" {
-#endif
-    /**
-     * Determine if a file is using the "direct read" optimization.
-     *
-     * @param file     The HDFS file
-     * @return         1 if the file is using the direct read optimization,
-     *                 0 otherwise.
-     */
-    int hdfsFileUsesDirectRead(struct hdfsFile_internal *file);
-
-    /**
-     * Disable the direct read optimization for a file.
-     *
-     * This is mainly provided for unit testing purposes.
-     *
-     * @param file     The HDFS file
-     */
-    void hdfsFileDisableDirectRead(struct hdfsFile_internal *file);
-
-    /**
-     * Disable domain socket security checks.
-     *
-     * @param          0 if domain socket security was disabled;
-     *                 -1 if not.
-     */
-    int hdfsDisableDomainSocketSecurity(void); 
-
-#ifdef __cplusplus
-}
-#endif
-
-#endif
diff --git a/src/io/hdfs/hdfs_lib/src/libhdfs/native_mini_dfs.c b/src/io/hdfs/hdfs_lib/src/libhdfs/native_mini_dfs.c
deleted file mode 100644
index 787ed75e..00000000
--- a/src/io/hdfs/hdfs_lib/src/libhdfs/native_mini_dfs.c
+++ /dev/null
@@ -1,372 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-#include "exception.h"
-#include "hdfs.h"
-#include "hdfs_test.h"
-#include "jni_helper.h"
-#include "native_mini_dfs.h"
-#include "platform.h"
-
-#include <errno.h>
-#include <jni.h>
-#include <limits.h>
-#include <stdio.h>
-#include <stdlib.h>
-#include <string.h>
-#include <sys/types.h>
-#include <unistd.h>
-
-#define MINIDFS_CLUSTER_BUILDER "org/apache/hadoop/hdfs/MiniDFSCluster$Builder"
-#define MINIDFS_CLUSTER "org/apache/hadoop/hdfs/MiniDFSCluster"
-#define HADOOP_CONF     "org/apache/hadoop/conf/Configuration"
-#define HADOOP_NAMENODE "org/apache/hadoop/hdfs/server/namenode/NameNode"
-#define JAVA_INETSOCKETADDRESS "java/net/InetSocketAddress"
-
-#define DFS_WEBHDFS_ENABLED_KEY "dfs.webhdfs.enabled"
-
-struct NativeMiniDfsCluster {
-    /**
-     * The NativeMiniDfsCluster object
-     */
-    jobject obj;
-
-    /**
-     * Path to the domain socket, or the empty string if there is none.
-     */
-    char domainSocketPath[PATH_MAX];
-};
-
-static jthrowable nmdConfigureShortCircuit(JNIEnv *env,
-              struct NativeMiniDfsCluster *cl, jobject cobj)
-{
-    jthrowable jthr;
-    char *tmpDir;
-
-    int ret = hdfsDisableDomainSocketSecurity();
-    if (ret) {
-        return newRuntimeError(env, "failed to disable hdfs domain "
-                               "socket security: error %d", ret);
-    }
-    jthr = hadoopConfSetStr(env, cobj, "dfs.client.read.shortcircuit", "true");
-    if (jthr) {
-        return jthr;
-    }
-    tmpDir = getenv("TMPDIR");
-    if (!tmpDir) {
-        tmpDir = "/tmp";
-    }
-    snprintf(cl->domainSocketPath, PATH_MAX, "%s/native_mini_dfs.sock.%d.%d",
-             tmpDir, getpid(), rand());
-    snprintf(cl->domainSocketPath, PATH_MAX, "%s/native_mini_dfs.sock.%d.%d",
-             tmpDir, getpid(), rand());
-    jthr = hadoopConfSetStr(env, cobj, "dfs.domain.socket.path",
-                            cl->domainSocketPath);
-    if (jthr) {
-        return jthr;
-    }
-    return NULL;
-}
-
-struct NativeMiniDfsCluster* nmdCreate(struct NativeMiniDfsConf *conf)
-{
-    struct NativeMiniDfsCluster* cl = NULL;
-    jobject bld = NULL, cobj = NULL, cluster = NULL;
-    jvalue  val;
-    JNIEnv *env = getJNIEnv();
-    jthrowable jthr;
-    jstring jconfStr = NULL;
-
-    if (!env) {
-        fprintf(stderr, "nmdCreate: unable to construct JNIEnv.\n");
-        return NULL;
-    }
-    cl = calloc(1, sizeof(struct NativeMiniDfsCluster));
-    if (!cl) {
-        fprintf(stderr, "nmdCreate: OOM");
-        goto error;
-    }
-    jthr = constructNewObjectOfClass(env, &cobj, HADOOP_CONF, "()V");
-    if (jthr) {
-        printExceptionAndFree(env, jthr, PRINT_EXC_ALL,
-            "nmdCreate: new Configuration");
-        goto error;
-    }
-    if (conf->webhdfsEnabled) {
-        jthr = newJavaStr(env, DFS_WEBHDFS_ENABLED_KEY, &jconfStr);
-        if (jthr) {
-            printExceptionAndFree(env, jthr, PRINT_EXC_ALL,
-                                  "nmdCreate: new String");
-            goto error;
-        }
-        jthr = invokeMethod(env, NULL, INSTANCE, cobj, HADOOP_CONF,
-                            "setBoolean", "(Ljava/lang/String;Z)V",
-                            jconfStr, conf->webhdfsEnabled);
-        if (jthr) {
-            printExceptionAndFree(env, jthr, PRINT_EXC_ALL,
-                                  "nmdCreate: Configuration::setBoolean");
-            goto error;
-        }
-    }
-    if (jthr) {
-        printExceptionAndFree(env, jthr, PRINT_EXC_ALL,
-                              "nmdCreate: Configuration::setBoolean");
-        goto error;
-    }
-    // Disable 'minimum block size' -- it's annoying in tests.
-    (*env)->DeleteLocalRef(env, jconfStr);
-    jconfStr = NULL;
-    jthr = newJavaStr(env, "dfs.namenode.fs-limits.min-block-size", &jconfStr);
-    if (jthr) {
-        printExceptionAndFree(env, jthr, PRINT_EXC_ALL,
-                              "nmdCreate: new String");
-        goto error;
-    }
-    jthr = invokeMethod(env, NULL, INSTANCE, cobj, HADOOP_CONF,
-                        "setLong", "(Ljava/lang/String;J)V", jconfStr, 0LL);
-    if (jthr) {
-        printExceptionAndFree(env, jthr, PRINT_EXC_ALL,
-                              "nmdCreate: Configuration::setLong");
-        goto error;
-    }
-    // Creae MiniDFSCluster object
-    jthr = constructNewObjectOfClass(env, &bld, MINIDFS_CLUSTER_BUILDER,
-                    "(L"HADOOP_CONF";)V", cobj);
-    if (jthr) {
-        printExceptionAndFree(env, jthr, PRINT_EXC_ALL,
-            "nmdCreate: NativeMiniDfsCluster#Builder#Builder");
-        goto error;
-    }
-    if (conf->configureShortCircuit) {
-        jthr = nmdConfigureShortCircuit(env, cl, cobj);
-        if (jthr) {
-            printExceptionAndFree(env, jthr, PRINT_EXC_ALL,
-                "nmdCreate: nmdConfigureShortCircuit error");
-            goto error;
-        }
-    }
-    jthr = invokeMethod(env, &val, INSTANCE, bld, MINIDFS_CLUSTER_BUILDER,
-            "format", "(Z)L" MINIDFS_CLUSTER_BUILDER ";", conf->doFormat);
-    if (jthr) {
-        printExceptionAndFree(env, jthr, PRINT_EXC_ALL, "nmdCreate: "
-                              "Builder::format");
-        goto error;
-    }
-    (*env)->DeleteLocalRef(env, val.l);
-    if (conf->webhdfsEnabled) {
-        jthr = invokeMethod(env, &val, INSTANCE, bld, MINIDFS_CLUSTER_BUILDER,
-                        "nameNodeHttpPort", "(I)L" MINIDFS_CLUSTER_BUILDER ";",
-                        conf->namenodeHttpPort);
-        if (jthr) {
-            printExceptionAndFree(env, jthr, PRINT_EXC_ALL, "nmdCreate: "
-                                  "Builder::nameNodeHttpPort");
-            goto error;
-        }
-        (*env)->DeleteLocalRef(env, val.l);
-    }
-    jthr = invokeMethod(env, &val, INSTANCE, bld, MINIDFS_CLUSTER_BUILDER,
-            "build", "()L" MINIDFS_CLUSTER ";");
-    if (jthr) {
-        printExceptionAndFree(env, jthr, PRINT_EXC_ALL,
-                              "nmdCreate: Builder#build");
-        goto error;
-    }
-    cluster = val.l;
-	  cl->obj = (*env)->NewGlobalRef(env, val.l);
-    if (!cl->obj) {
-        printPendingExceptionAndFree(env, PRINT_EXC_ALL,
-            "nmdCreate: NewGlobalRef");
-        goto error;
-    }
-    (*env)->DeleteLocalRef(env, cluster);
-    (*env)->DeleteLocalRef(env, bld);
-    (*env)->DeleteLocalRef(env, cobj);
-    (*env)->DeleteLocalRef(env, jconfStr);
-    return cl;
-
-error:
-    (*env)->DeleteLocalRef(env, cluster);
-    (*env)->DeleteLocalRef(env, bld);
-    (*env)->DeleteLocalRef(env, cobj);
-    (*env)->DeleteLocalRef(env, jconfStr);
-    free(cl);
-    return NULL;
-}
-
-void nmdFree(struct NativeMiniDfsCluster* cl)
-{
-    JNIEnv *env = getJNIEnv();
-    if (!env) {
-        fprintf(stderr, "nmdFree: getJNIEnv failed\n");
-        free(cl);
-        return;
-    }
-    (*env)->DeleteGlobalRef(env, cl->obj);
-    free(cl);
-}
-
-int nmdShutdown(struct NativeMiniDfsCluster* cl)
-{
-    JNIEnv *env = getJNIEnv();
-    jthrowable jthr;
-
-    if (!env) {
-        fprintf(stderr, "nmdShutdown: getJNIEnv failed\n");
-        return -EIO;
-    }
-    jthr = invokeMethod(env, NULL, INSTANCE, cl->obj,
-            MINIDFS_CLUSTER, "shutdown", "()V");
-    if (jthr) {
-        printExceptionAndFree(env, jthr, PRINT_EXC_ALL,
-            "nmdShutdown: MiniDFSCluster#shutdown");
-        return -EIO;
-    }
-    return 0;
-}
-
-int nmdWaitClusterUp(struct NativeMiniDfsCluster *cl)
-{
-    jthrowable jthr;
-    JNIEnv *env = getJNIEnv();
-    if (!env) {
-        fprintf(stderr, "nmdWaitClusterUp: getJNIEnv failed\n");
-        return -EIO;
-    }
-    jthr = invokeMethod(env, NULL, INSTANCE, cl->obj,
-            MINIDFS_CLUSTER, "waitClusterUp", "()V");
-    if (jthr) {
-        printExceptionAndFree(env, jthr, PRINT_EXC_ALL,
-            "nmdWaitClusterUp: MiniDFSCluster#waitClusterUp ");
-        return -EIO;
-    }
-    return 0;
-}
-
-int nmdGetNameNodePort(const struct NativeMiniDfsCluster *cl)
-{
-    JNIEnv *env = getJNIEnv();
-    jvalue jVal;
-    jthrowable jthr;
-
-    if (!env) {
-        fprintf(stderr, "nmdHdfsConnect: getJNIEnv failed\n");
-        return -EIO;
-    }
-    // Note: this will have to be updated when HA nativeMiniDfs clusters are
-    // supported
-    jthr = invokeMethod(env, &jVal, INSTANCE, cl->obj,
-            MINIDFS_CLUSTER, "getNameNodePort", "()I");
-    if (jthr) {
-        printExceptionAndFree(env, jthr, PRINT_EXC_ALL,
-            "nmdHdfsConnect: MiniDFSCluster#getNameNodePort");
-        return -EIO;
-    }
-    return jVal.i;
-}
-
-int nmdGetNameNodeHttpAddress(const struct NativeMiniDfsCluster *cl,
-                               int *port, const char **hostName)
-{
-    JNIEnv *env = getJNIEnv();
-    jvalue jVal;
-    jobject jNameNode, jAddress;
-    jthrowable jthr;
-    int ret = 0;
-    const char *host;
-    
-    if (!env) {
-        fprintf(stderr, "nmdHdfsConnect: getJNIEnv failed\n");
-        return -EIO;
-    }
-    // First get the (first) NameNode of the cluster
-    jthr = invokeMethod(env, &jVal, INSTANCE, cl->obj, MINIDFS_CLUSTER,
-                        "getNameNode", "()L" HADOOP_NAMENODE ";");
-    if (jthr) {
-        printExceptionAndFree(env, jthr, PRINT_EXC_ALL,
-                              "nmdGetNameNodeHttpAddress: "
-                              "MiniDFSCluster#getNameNode");
-        return -EIO;
-    }
-    jNameNode = jVal.l;
-    
-    // Then get the http address (InetSocketAddress) of the NameNode
-    jthr = invokeMethod(env, &jVal, INSTANCE, jNameNode, HADOOP_NAMENODE,
-                        "getHttpAddress", "()L" JAVA_INETSOCKETADDRESS ";");
-    if (jthr) {
-        ret = printExceptionAndFree(env, jthr, PRINT_EXC_ALL,
-                                    "nmdGetNameNodeHttpAddress: "
-                                    "NameNode#getHttpAddress");
-        goto error_dlr_nn;
-    }
-    jAddress = jVal.l;
-    
-    jthr = invokeMethod(env, &jVal, INSTANCE, jAddress,
-                        JAVA_INETSOCKETADDRESS, "getPort", "()I");
-    if (jthr) {
-        ret = printExceptionAndFree(env, jthr, PRINT_EXC_ALL,
-                                    "nmdGetNameNodeHttpAddress: "
-                                    "InetSocketAddress#getPort");
-        goto error_dlr_addr;
-    }
-    *port = jVal.i;
-    
-    jthr = invokeMethod(env, &jVal, INSTANCE, jAddress, JAVA_INETSOCKETADDRESS,
-                        "getHostName", "()Ljava/lang/String;");
-    if (jthr) {
-        ret = printExceptionAndFree(env, jthr, PRINT_EXC_ALL,
-                                    "nmdGetNameNodeHttpAddress: "
-                                    "InetSocketAddress#getHostName");
-        goto error_dlr_addr;
-    }
-    host = (*env)->GetStringUTFChars(env, jVal.l, NULL);
-    *hostName = strdup(host);
-    (*env)->ReleaseStringUTFChars(env, jVal.l, host);
-    
-error_dlr_addr:
-    (*env)->DeleteLocalRef(env, jAddress);
-error_dlr_nn:
-    (*env)->DeleteLocalRef(env, jNameNode);
-    
-    return ret;
-}
-
-int nmdConfigureHdfsBuilder(struct NativeMiniDfsCluster *cl,
-                            struct hdfsBuilder *bld) {
-    int ret;
-    tPort port;
-
-    hdfsBuilderSetNameNode(bld, "localhost");
-    port = (tPort) nmdGetNameNodePort(cl);
-    if (port <= 0) {
-        fprintf(stderr, "nmdGetNameNodePort failed with error %d\n", -port);
-        return EIO;
-    }
-    hdfsBuilderSetNameNodePort(bld, port);
-    if (cl->domainSocketPath[0]) {
-        ret = hdfsBuilderConfSetStr(bld, "dfs.client.read.shortcircuit", "true");
-        if (ret) {
-            return ret;
-        }
-        ret = hdfsBuilderConfSetStr(bld, "dfs.domain.socket.path",
-                                    cl->domainSocketPath);
-        if (ret) {
-            return ret;
-        }
-    }
-    return 0;
-}
\ No newline at end of file
diff --git a/src/io/hdfs/hdfs_lib/src/libhdfs/native_mini_dfs.h b/src/io/hdfs/hdfs_lib/src/libhdfs/native_mini_dfs.h
deleted file mode 100644
index 0c9ca183..00000000
--- a/src/io/hdfs/hdfs_lib/src/libhdfs/native_mini_dfs.h
+++ /dev/null
@@ -1,121 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-#ifndef LIBHDFS_NATIVE_MINI_DFS_H
-#define LIBHDFS_NATIVE_MINI_DFS_H
-
-#include <jni.h> /* for jboolean */
-
-struct hdfsBuilder;
-struct NativeMiniDfsCluster; 
-
-/**
- * Represents a configuration to use for creating a Native MiniDFSCluster
- */
-struct NativeMiniDfsConf {
-    /**
-     * Nonzero if the cluster should be formatted prior to startup.
-     */
-    jboolean doFormat;
-
-    /**
-     * Whether or not to enable webhdfs in MiniDfsCluster
-     */
-    jboolean webhdfsEnabled;
-
-    /**
-     * The http port of the namenode in MiniDfsCluster
-     */
-    jint namenodeHttpPort;
-
-    /**
-     * Nonzero if we should configure short circuit.
-     */
-    jboolean configureShortCircuit;
-};
-
-/**
- * Create a NativeMiniDfsBuilder
- *
- * @param conf      (inout) The cluster configuration
- *
- * @return      a NativeMiniDfsBuilder, or a NULL pointer on error.
- */
-struct NativeMiniDfsCluster* nmdCreate(struct NativeMiniDfsConf *conf);
-
-/**
- * Wait until a MiniDFSCluster comes out of safe mode.
- *
- * @param cl        The cluster
- *
- * @return          0 on success; a non-zero error code if the cluster fails to
- *                  come out of safe mode.
- */
-int nmdWaitClusterUp(struct NativeMiniDfsCluster *cl);
-
-/**
- * Shut down a NativeMiniDFS cluster
- *
- * @param cl        The cluster
- *
- * @return          0 on success; a non-zero error code if an exception is
- *                  thrown.
- */
-int nmdShutdown(struct NativeMiniDfsCluster *cl);
-
-/**
- * Destroy a Native MiniDFSCluster
- *
- * @param cl        The cluster to destroy
- */
-void nmdFree(struct NativeMiniDfsCluster* cl);
-
-/**
- * Get the port that's in use by the given (non-HA) nativeMiniDfs
- *
- * @param cl        The initialized NativeMiniDfsCluster
- *
- * @return          the port, or a negative error code
- */
-int nmdGetNameNodePort(const struct NativeMiniDfsCluster *cl); 
-
-/**
- * Get the http address that's in use by the given (non-HA) nativeMiniDfs
- *
- * @param cl        The initialized NativeMiniDfsCluster
- * @param port      Used to capture the http port of the NameNode 
- *                  of the NativeMiniDfsCluster
- * @param hostName  Used to capture the http hostname of the NameNode
- *                  of the NativeMiniDfsCluster
- *
- * @return          0 on success; a non-zero error code if failing to
- *                  get the information.
- */
-int nmdGetNameNodeHttpAddress(const struct NativeMiniDfsCluster *cl,
-                               int *port, const char **hostName);
-
-/**
- * Configure the HDFS builder appropriately to connect to this cluster.
- *
- * @param bld       The hdfs builder
- *
- * @return          the port, or a negative error code
- */
-int nmdConfigureHdfsBuilder(struct NativeMiniDfsCluster *cl,
-                            struct hdfsBuilder *bld);
-#endif
diff --git a/src/io/hdfs/hdfs_lib/src/minidfs.rs b/src/io/hdfs/hdfs_lib/src/minidfs.rs
deleted file mode 100644
index fa1feca6..00000000
--- a/src/io/hdfs/hdfs_lib/src/minidfs.rs
+++ /dev/null
@@ -1,81 +0,0 @@
-//! MiniDfs Cluster
-//!
-//! MiniDFS provides a embedded HDFS cluster. It is usually for testing.
-//! 
-//! ## Example
-//!
-//! ```ignore
-//!  let mut conf = MiniDfsConf::new();
-//!  let dfs = MiniDFS::start(&mut conf).unwrap();
-//!  let port = dfs.namenode_port();
-//!  ...
-//!  dfs.stop()
-//! ```
-
-use libc::{c_char, c_int};
-use std::ffi;
-use std::mem;
-use std::str;
-
-use native::*;
-
-pub struct MiniDFS 
-{
-  cluster: *const NativeMiniDfsCluster
-}
-
-impl MiniDFS 
-{
-  pub fn start(conf: &MiniDfsConf) -> Option<MiniDFS> 
-  {
-    match unsafe { nmdCreate(conf) } {
-      val if !val.is_null() => Some(MiniDFS { cluster: val }),
-      _ => None      
-    }
-  }
-
-  pub fn stop(&self) 
-  {
-    unsafe {
-      nmdShutdown(self.cluster);
-      nmdFree(self.cluster);
-    }
-  }
-
-  pub fn wait_for_clusterup(&self) -> bool 
-  {
-    if unsafe { nmdWaitClusterUp(self.cluster) } == 0 { true } else { false }
-  }
-
-  pub fn namenode_port(&self) -> Option<i32> 
-  {
-    match unsafe { nmdGetNameNodePort(self.cluster) as i32 } {
-      val if val > 0 => Some(val),
-      _ => None
-    }
-  }
-
-  pub fn namenode_http_addr(&self) -> Option<(&str, i32)> 
-  {
-    let mut hostname: *mut c_char = unsafe {mem::zeroed()};
-    let mut port: c_int = 0;
-
-    match unsafe { 
-      nmdGetNameNodeHttpAddress(self.cluster, &mut port, &mut hostname) 
-    } {
-      0 => {
-        let slice = unsafe { ffi::CStr::from_ptr(hostname) }.to_bytes();
-        let str = str::from_utf8(slice).unwrap();
-        
-        Some((str, port as i32))
-      },
-      _ => None
-    }
-  }
-
-  pub fn set_hdfs_builder(&self, builder: *mut hdfsBuilder) -> bool 
-  {
-    if unsafe { nmdConfigureHdfsBuilder(self.cluster, builder) } == 0 
-    { true } else { false }
-  }
-}
\ No newline at end of file
diff --git a/src/io/hdfs/hdfs_lib/src/native.rs b/src/io/hdfs/hdfs_lib/src/native.rs
index 64708772..d9dce027 100644
--- a/src/io/hdfs/hdfs_lib/src/native.rs
+++ b/src/io/hdfs/hdfs_lib/src/native.rs
@@ -5,8 +5,7 @@
 use libc::{
   c_char, 
   c_int, 
-  c_short, 
-  c_uchar, 
+  c_short,
   c_void, 
   int16_t, 
   int32_t, 
@@ -825,157 +824,4 @@ extern "C" {
   /// #### Return
   /// The buffer to release.
   pub fn hadoopRzBufferFree(file: *const hdfsFile, buffer: *const hadoopRzBuffer);
-}
-
-
-/// Opaque Pointer for NativeMiniDfsCluster
-pub enum NativeMiniDfsCluster {}
-
-/// Represents a configuration to use for creating a Native MiniDFSCluster
-#[repr(C)]
-#[allow(non_snake_case)]
-pub struct MiniDfsConf 
-{
-  /// Nonzero if the cluster should be formatted prior to startup.
-  do_format: c_uchar,
-  /// Whether or not to enable webhdfs in MiniDfsCluster
-  webhdfs_enabled: c_uchar,
-  /// The http port of the namenode in MiniDfsCluster
-  namenode_http_port: c_int,
-  /// Nonzero if we should configure short circuit.
-  short_circuit_enabled: c_uchar
-}
-
-impl MiniDfsConf 
-{
-  pub fn new() -> MiniDfsConf 
-  {
-    MiniDfsConf {
-      do_format: 1,
-      webhdfs_enabled: 0,
-      namenode_http_port: 0,
-      short_circuit_enabled: 0
-    }
-  }
-
-  /// Set TRUE if the cluster should be formatted prior to startup
-  pub fn set_do_format(&mut self, on: bool) -> &mut MiniDfsConf 
-  {
-    self.do_format = if on { 1 } else { 0 };
-    self
-  }
-
-  /// The cluster will be formatted prior to startup if TRUE
-  pub fn do_format(&self) -> bool 
-  {
-    if self.do_format != 0 { true } else { false }
-  }
-
-  /// Set TRUE in order to enable webhdfs in MiniDfsCluster
-  pub fn set_web_hdfs(&mut self, enable: bool) -> &mut MiniDfsConf 
-  {
-    self.webhdfs_enabled = if enable { 1 } else { 0 };
-    self
-  }
-
-  /// webhdfs in MiniDfsCluster will be available if TRUE
-  pub fn web_hdfs_enabled(&self) -> bool 
-  {
-    if self.webhdfs_enabled != 0 { true } else { false } 
-  }
-
-  /// Set http port of the namenode in MiniDfsCluster
-  pub fn set_http_port(&mut self, port: i32) -> &mut MiniDfsConf 
-  {
-    self.namenode_http_port = port as c_int;
-    self
-  }
-
-  /// The http port of the namenode in MiniDfsCluster
-  pub fn http_port(&self) -> i32 
-  {
-    self.namenode_http_port
-  }
-
-  /// Set TRUE if we should configure short circuit.
-  pub fn set_short_circuit(&mut self, enable: bool) -> &mut MiniDfsConf 
-  {
-    self.short_circuit_enabled = if enable { 1 } else { 0 };
-    self
-  }
-
-  /// short circuit will be available if TRUE
-  pub fn short_circuit_enabled(&self) -> bool 
-  {
-    if self.short_circuit_enabled != 0 { true } else { false } 
-  }
-}
-
-#[link(name="hdfs")]
-extern "C" {
-  /// Create a NativeMiniDfsCluster
-  ///
-  /// #### Params
-  /// * ```conf``` - (inout) The cluster configuration
-  ///
-  /// #### Return
-  /// * Return a ```NativeMiniDfsCluster````, or a ```NULL``` pointer on error.
-  pub fn nmdCreate(conf: *const MiniDfsConf) -> *mut NativeMiniDfsCluster;
-
-  /// Wait until a MiniDFSCluster comes out of safe mode.
-  ///
-  /// #### Params
-  /// * ```cl``` - The cluster
-  ///
-  /// #### Return
-  /// * 0 on success; a non-zero error code if the cluster fails to
-  /// come out of safe mode.
-  pub fn nmdWaitClusterUp(cl: *const NativeMiniDfsCluster) -> c_int;
-
-  /// Shut down a NativeMiniDFS cluster
-  ///
-  /// #### Params
-  /// * ```cl``` - The cluster
-  /// 
-  /// #### Return
-  /// * 0 on success; a non-zero error code if an exception is thrown.
-  pub fn nmdShutdown(cl: *const NativeMiniDfsCluster) -> c_int;
-
-  /// Destroy a Native MiniDFSCluster
-  ///
-  /// #### Params
-  /// * ```cl``` - The cluster to destroy
-  pub fn nmdFree(cl: *const NativeMiniDfsCluster) -> c_void;
-
-  /// Get the port that's in use by the given (non-HA) nativeMiniDfs
-  ///
-  /// #### Params
-  /// * ```cl``` - The initialized NativeMiniDfsCluster
-  ///
-  /// #### Return
-  /// the port, or a negative error code
-  pub fn nmdGetNameNodePort(cl: *const NativeMiniDfsCluster) -> c_int;
-
-  /// Get the http address that's in use by the given (non-HA) nativeMiniDfs
-  ///
-  /// #### Params
-  /// * ```cl``` - The initialized NativeMiniDfsCluster
-  /// * ```port``` - Used to capture the http port of the NameNode 
-  /// of the NativeMiniDfsCluster
-  /// * hostName  Used to capture the http hostname of the NameNode
-  /// of the NativeMiniDfsCluster
-  pub fn nmdGetNameNodeHttpAddress(cl: *const NativeMiniDfsCluster,
-    port: *mut c_int, hostName: *mut *mut c_char) -> c_int;
-
-  /// Configure the HDFS builder appropriately to connect to this cluster.
-  ///
-  /// #### Params
-  /// * ```bld``` - The hdfs builder
-  /// 
-  /// #### Return
-  /// the port, or a negative error code
-  pub fn nmdConfigureHdfsBuilder(cl: *const NativeMiniDfsCluster, 
-    bld: *const hdfsBuilder) -> c_int;
-
-  pub fn printCstr(s: *const c_char)->c_int;
 }
\ No newline at end of file
diff --git a/src/io/hdfs/hdfs_lib/src/native/libhdfs.a b/src/io/hdfs/hdfs_lib/src/native/libhdfs.a
new file mode 100644
index 0000000000000000000000000000000000000000..2e214a5f371b95e2069a39ff45c996b26f805c1c
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diff --git a/src/io/hdfs/hdfs_lib/src/native/libhdfs.so b/src/io/hdfs/hdfs_lib/src/native/libhdfs.so
new file mode 120000
index 00000000..a464a499
--- /dev/null
+++ b/src/io/hdfs/hdfs_lib/src/native/libhdfs.so
@@ -0,0 +1 @@
+./libhdfs.so.0.0.0
\ No newline at end of file
diff --git a/src/io/hdfs/hdfs_lib/src/native/libhdfs.so.0.0.0 b/src/io/hdfs/hdfs_lib/src/native/libhdfs.so.0.0.0
new file mode 100755
index 0000000000000000000000000000000000000000..f1c71326155d9e556b4b8f1e9bc395c97294510f
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HcmV?d00001

diff --git a/src/io/hdfs/mod.rs b/src/io/hdfs/mod.rs
index 4cf91d70..fbcd0e17 100644
--- a/src/io/hdfs/mod.rs
+++ b/src/io/hdfs/mod.rs
@@ -28,7 +28,7 @@ pub use serde_json::Value as JsonValue;
 
 use generic::{IdType, MutGraphTrait};
 use io::hdfs::reader::HDFSReader;
-use io::read::Read;
+use io::read_graph::ReadGraph;
 
 pub fn read_from_hdfs<Id, NL, EL, G, P>(
     g: &mut G,
diff --git a/src/io/hdfs/reader.rs b/src/io/hdfs/reader.rs
index 7ebb3556..ec01c672 100644
--- a/src/io/hdfs/reader.rs
+++ b/src/io/hdfs/reader.rs
@@ -33,7 +33,7 @@ use csv::ReaderBuilder;
 use generic::{IdType, MutGraphTrait};
 use hdfs::{HdfsFs, HdfsFsCache};
 use io::csv::record::{EdgeRecord, NodeRecord};
-use io::read::Read;
+use io::read_graph::ReadGraph;
 use serde::Deserialize;
 use std::cell::RefCell;
 use std::rc::Rc;
@@ -110,7 +110,7 @@ impl<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a> HDFSReader<'a, Id,
     }
 }
 
-impl<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a> Read<'a, Id, NL, EL>
+impl<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a> ReadGraph<'a, Id, NL, EL>
     for HDFSReader<'a, Id, NL, EL>
 where
     for<'de> Id: Deserialize<'de>,
diff --git a/src/io/mod.rs b/src/io/mod.rs
index 2f433e9a..e2401737 100644
--- a/src/io/mod.rs
+++ b/src/io/mod.rs
@@ -21,7 +21,7 @@
 pub mod csv;
 pub mod hdfs;
 pub mod mmap;
-pub mod read;
+pub mod read_graph;
 pub mod serde;
 
 pub use io::csv::{read_from_csv, write_to_csv};
diff --git a/src/io/read.rs b/src/io/read_graph.rs
similarity index 93%
rename from src/io/read.rs
rename to src/io/read_graph.rs
index e4f1fa76..f3219579 100644
--- a/src/io/read.rs
+++ b/src/io/read_graph.rs
@@ -22,7 +22,7 @@ use generic::{IdType, MutGraphTrait};
 use serde::Deserialize;
 use std::hash::Hash;
 
-pub trait Read<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a>
+pub trait ReadGraph<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a>
 where
     for<'de> Id: Deserialize<'de>,
     for<'de> NL: Deserialize<'de>,

From a6e4e8548df9b7ebbffe11a8c863c6dad8644af0 Mon Sep 17 00:00:00 2001
From: Michael Chen <920901835@qq.com>
Date: Wed, 24 Jul 2019 18:32:57 +0800
Subject: [PATCH 315/391] fix:README.md

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 53dca67e..61be983b 100644
--- a/README.md
+++ b/README.md
@@ -7,7 +7,7 @@ A graph libary written in Rust.
 ###0. Explanations for `build` and `running` stage in `hdfs_lib`
 The function for reading files from `hdfs` is based on a library [`hdfs-rs`](https://github.com/hyunsik/hdfs-rs). Because the library is not update for a few years, so I fixed some bugs in the source code and stored in `src/io/hdfs//hdfs_lib`. The project is regard it as a local crate. (Just as `Cago.toml` shows: `hdfs={path="src//io//hdfs//hdfs_lib"}`).  
 * In the library, we were calling`libhdfs C APIs`[(docs here)](http://hadoop.apache.org/docs/r3.0.0/hadoop-project-dist/hadoop-hdfs/LibHdfs.html) (supported by hadoop) to implement functions. And encapsulate the `libhdfs C APIs` in the library. 
-* In the path `hdfs_lib/src/native`, there are static library(`libhdfs.a`) and shared object(`libhdfs.so`) for calling `C APIs` in rust.  
+* In the path `hdfs_lib/src/native`, there are static library(`libhdfs.a`) and shared object(`libhdfs.so`) for calling `C APIs` in rust. It helps to guarantee that the project will compile successfully even without the hadoop environment.  
 * In the file `hdfs_lib/build.rs`, we use `build.rs`[(docs here)](https://doc.rust-lang.org/cargo/reference/build-scripts.html#outputs-of-the-build-script) to pass environment variable `rustc-link-search` to prompt compiler to find the static and shared object.  
 * In the running time for calling `libhdfs C APIs`, it will using `libhdfs.so`,`libjvm.so`,`Java Environment` and `Hadoop jars`.So,
 please ensure that you have finished the following steps, if you want to use the functions for `hdfs`.

From 4f53ff294b459be18d46924aab1483f3ae048b04 Mon Sep 17 00:00:00 2001
From: Michael Chen <chenyu327@outlook.com>
Date: Wed, 24 Jul 2019 18:43:32 +0800
Subject: [PATCH 316/391] Update README.md

---
 README.md | 22 +++++++++++-----------
 1 file changed, 11 insertions(+), 11 deletions(-)

diff --git a/README.md b/README.md
index 61be983b..895df03f 100644
--- a/README.md
+++ b/README.md
@@ -2,9 +2,9 @@
 
 A graph libary written in Rust. 
 
-##Setup for hdfs reading support
+## Setup for hdfs reading support
 
-###0. Explanations for `build` and `running` stage in `hdfs_lib`
+### 0. Explanations for `build` and `running` stage in `hdfs_lib`
 The function for reading files from `hdfs` is based on a library [`hdfs-rs`](https://github.com/hyunsik/hdfs-rs). Because the library is not update for a few years, so I fixed some bugs in the source code and stored in `src/io/hdfs//hdfs_lib`. The project is regard it as a local crate. (Just as `Cago.toml` shows: `hdfs={path="src//io//hdfs//hdfs_lib"}`).  
 * In the library, we were calling`libhdfs C APIs`[(docs here)](http://hadoop.apache.org/docs/r3.0.0/hadoop-project-dist/hadoop-hdfs/LibHdfs.html) (supported by hadoop) to implement functions. And encapsulate the `libhdfs C APIs` in the library. 
 * In the path `hdfs_lib/src/native`, there are static library(`libhdfs.a`) and shared object(`libhdfs.so`) for calling `C APIs` in rust. It helps to guarantee that the project will compile successfully even without the hadoop environment.  
@@ -12,8 +12,8 @@ The function for reading files from `hdfs` is based on a library [`hdfs-rs`](htt
 * In the running time for calling `libhdfs C APIs`, it will using `libhdfs.so`,`libjvm.so`,`Java Environment` and `Hadoop jars`.So,
 please ensure that you have finished the following steps, if you want to use the functions for `hdfs`.
 
-###1. Download hadoop and environment variables
-1.1 Requirement:
+### 1. Download hadoop and environment variables
+#### 1.1 Requirement:
 * Hadoop version >= [2.6.5](http://mirror.bit.edu.cn/apache/hadoop/common/hadoop-2.6.5/)
 * Java >=1.8
 * Linux Environment
@@ -21,7 +21,7 @@ please ensure that you have finished the following steps, if you want to use the
 * Checking in the hadoop you have installed contains `libhdfs.so` in path `$HADOOP_HOME/lib/native/`.(In the pre-build version, hadoop contains it by default)
 * Checking in the java you have installed contains `libjvm.so` in path `$JAVA_HOME/jre/lib/amd64/server/`.  
 
-1.2 Environment variables:  
+#### 1.2 Environment variables:  
 Edit shell environment as following command:
 ```
 vim ~/.bashrc
@@ -40,12 +40,12 @@ export PATH=${JAVA_HOME}/bin:$HOME/.cargo/bin:$HADOOP_HOME/sbin:$HADOOP_HOME/bin
 source ~/.bashrc
 ```
 
-###2. Configuring a pseudo hadoop and hdfs environment
+### 2. Configuring a pseudo hadoop and hdfs environment
 Of course, you can build a real cluster by yourself. What we need in the code is the `hdfs path` and `port`.  
   
 First of all, entering the configure files directory:`cd $HADOOP_HOME/etc/hadoop`  
   
-2.1 Configure `core-site.xml`  
+#### 2.1 Configure `core-site.xml`  
 ```xml
 <configuration>
 <property>
@@ -64,7 +64,7 @@ First of all, entering the configure files directory:`cd $HADOOP_HOME/etc/hadoop
 </configuration>
 ```  
 
-2.2 Configure `hdfs-site.xml`   
+#### 2.2 Configure `hdfs-site.xml`   
 ```xml
 <configuration>
   <property>
@@ -86,11 +86,11 @@ First of all, entering the configure files directory:`cd $HADOOP_HOME/etc/hadoop
 </configuration>
 ```  
 
-2.3 Configure `hadoop-env.sh` (Non-essential. Only for JAVA_HOME can't find during starting hdfs)
+#### 2.3 Configure `hadoop-env.sh` (Non-essential. Only for JAVA_HOME can't find during starting hdfs)
 ```
 export JAVA_HOME=/{YOUR_JAVA_INSTALLED_PATH}
 ```  
-###3. Starting hdfs and checking hdfs status  
+### 3. Starting hdfs and checking hdfs status  
 * Starting hdfs: `./$HADOOP_HOME/sbin/start-dfs.sh`  
 You'll get a output as following if you are successful:  
 ```
@@ -111,7 +111,7 @@ jps
 `http://localhost:9870/dfshealth.html#tab-overview`  
 The port maybe different in different version hadoop. Please check on hadoop website. 
 
-###4. Testing and using hdfs support
+### 4. Testing and using hdfs support
 For now, you can using `hdfs support` in this library to read from local pseudo hdfs cluster(or real hdfs cluster).
 * In order to avoid tests failure in this library. We mark the tests for `hdfs support` as `ignore`.  
 So, if you want to test them, please using the following command to test the `hdfs support` independently:  

From 9f5fafcab64feb6b679f4781440c23716285ce00 Mon Sep 17 00:00:00 2001
From: zhengmin <zhengmin.lai@gmail.com>
Date: Fri, 26 Jul 2019 10:55:12 +0800
Subject: [PATCH 317/391] add  and use  to update to edition 2018 for
 supporting

---
 Cargo.toml                                    |   8 +-
 examples/common/mod.rs                        |  66 +++++++++++
 examples/raw.rs                               | 106 ++++++++++++++++++
 src/algorithm/bfs.rs                          |   2 +-
 src/algorithm/conn_comp.rs                    |   8 +-
 src/algorithm/conn_subgraphs.rs               |  14 +--
 src/algorithm/dfs.rs                          |   2 +-
 src/algorithm/graph_induce.rs                 |  12 +-
 src/algorithm/graph_minus.rs                  |  26 ++---
 src/algorithm/graph_union.rs                  |  26 ++---
 src/algorithm/mod.rs                          |  14 +--
 src/generic/edge.rs                           |   4 +-
 src/generic/graph.rs                          |  38 +++----
 src/generic/iter.rs                           |   4 +-
 src/generic/map.rs                            |   2 +-
 src/generic/mod.rs                            |  14 +--
 src/generic/node.rs                           |   6 +-
 src/graph_gen/general.rs                      |   8 +-
 src/graph_gen/helper.rs                       |   4 +-
 src/graph_gen/mod.rs                          |   4 +-
 src/graph_gen/random.rs                       |  12 +-
 src/graph_impl/graph_map/edge.rs              |   2 +-
 src/graph_impl/graph_map/graph.rs             |  34 +++---
 src/graph_impl/graph_map/mod.rs               |   8 +-
 src/graph_impl/graph_map/node.rs              |   4 +-
 src/graph_impl/graph_vec/mod.rs               |  14 +--
 src/graph_impl/mod.rs                         |   6 +-
 src/graph_impl/static_graph/edge_vec.rs       |   2 +-
 src/graph_impl/static_graph/graph.rs          |  28 ++---
 src/graph_impl/static_graph/mod.rs            |   6 +-
 src/graph_impl/static_graph/node.rs           |   2 +-
 .../static_graph/static_edge_iter.rs          |   8 +-
 src/io/csv/mod.rs                             |   8 +-
 src/io/csv/reader.rs                          |   6 +-
 src/io/csv/record.rs                          |   4 +-
 src/io/csv/writer.rs                          |  12 +-
 src/io/mod.rs                                 |   4 +-
 src/lib.rs                                    |   6 +-
 src/map/mod.rs                                |   4 +-
 src/map/set_map.rs                            |   6 +-
 src/map/vec_map.rs                            |   6 +-
 src/prelude/mod.rs                            |   2 +-
 src/property/cached_property.rs               |   4 +-
 src/property/fake_property.rs                 |   4 +-
 src/property/filter/arithmetic_expression.rs  |  14 +--
 src/property/filter/edge_property_filter.rs   |  10 +-
 src/property/filter/expression_operator.rs    |   4 +-
 src/property/filter/hash_property_cache.rs    |   6 +-
 src/property/filter/lru_property_cache.rs     |   6 +-
 src/property/filter/mod.rs                    |  36 +++---
 src/property/filter/node_property_filter.rs   |  10 +-
 src/property/filter/predicate_expression.rs   |  12 +-
 src/property/filter/property_cache.rs         |   8 +-
 src/property/filter/value_expression.rs       |   8 +-
 src/property/mod.rs                           |  28 +++--
 src/property/property_parser.rs               |  26 ++---
 src/property/result_parser.rs                 |   6 +-
 src/property/rocks_property.rs                |   4 +-
 src/property/tikv_property.rs                 |  41 +++++++
 tests/algorithm.rs                            |  20 ++--
 60 files changed, 514 insertions(+), 285 deletions(-)
 create mode 100644 examples/common/mod.rs
 create mode 100644 examples/raw.rs
 create mode 100644 src/property/tikv_property.rs

diff --git a/Cargo.toml b/Cargo.toml
index 832d163e..01d2d1fa 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -3,6 +3,7 @@ name = "rust_graph"
 version = "0.1.9"
 authors = ["Zhengyi Yang <zhengyi.yang@outlook.com>"]
 autoexamples = true
+edition="2018"
 
 [features]
 default = []
@@ -29,10 +30,13 @@ fxhash = "0.2.1"
 rocksdb = "0.12.2"
 lru = "0.1.15"
 scoped_threadpool = "0.1.9"
-
+tikv-client = { git = "https://github.com/tikv/client-rust.git" }
+futures-preview = { version = "0.3.0-alpha.17", features = ["compat"] }
 
 [dev-dependencies]
 tempfile = "3.0.4"
 clap = "2.32.0"
 criterion = "0.2"
-tempdir = "0.3.7"
\ No newline at end of file
+tempdir = "0.3.7"
+runtime = "0.3.0-alpha.3"
+runtime-tokio = "0.3.0-alpha.3"
\ No newline at end of file
diff --git a/examples/common/mod.rs b/examples/common/mod.rs
new file mode 100644
index 00000000..db75a028
--- /dev/null
+++ b/examples/common/mod.rs
@@ -0,0 +1,66 @@
+// Copyright 2019 TiKV Project Authors. Licensed under Apache-2.0.
+extern crate clap;
+
+use self::clap::{App, Arg};
+use std::path::PathBuf;
+
+pub struct CommandArgs {
+    pub pd: Vec<String>,
+    pub ca: Option<PathBuf>,
+    pub cert: Option<PathBuf>,
+    pub key: Option<PathBuf>,
+}
+
+pub fn parse_args(app_name: &str) -> CommandArgs {
+    let matches = App::new(app_name)
+        .arg(
+            Arg::with_name("pd")
+                .long("pd")
+                .aliases(&["pd-endpoint", "pd-endpoints"])
+                .value_name("PD_URL")
+                .help("Sets PD endpoints")
+                .long_help("Sets PD endpoints. Uses `,` to separate multiple PDs")
+                .takes_value(true)
+                .multiple(true)
+                .value_delimiter(",")
+                .required(true),
+        )
+        // A cyclic dependency between CA, cert and key is made
+        // to ensure that no security options are missing.
+        .arg(
+            Arg::with_name("ca")
+                .long("ca")
+                .value_name("CA_PATH")
+                .help("Sets the CA")
+                .long_help("Sets the CA. Must be used with --cert and --key")
+                .takes_value(true)
+                .requires("cert"),
+        )
+        .arg(
+            Arg::with_name("cert")
+                .long("cert")
+                .value_name("CERT_PATH")
+                .help("Sets the certificate")
+                .long_help("Sets the certificate. Must be used with --ca and --key")
+                .takes_value(true)
+                .requires("key"),
+        )
+        .arg(
+            Arg::with_name("key")
+                .long("key")
+                .alias("private-key")
+                .value_name("KEY_PATH")
+                .help("Sets the private key")
+                .long_help("Sets the private key. Must be used with --ca and --cert")
+                .takes_value(true)
+                .requires("ca"),
+        )
+        .get_matches();
+
+    CommandArgs {
+        pd: matches.values_of("pd").unwrap().map(String::from).collect(),
+        ca: matches.value_of("ca").map(PathBuf::from),
+        cert: matches.value_of("cert").map(PathBuf::from),
+        key: matches.value_of("key").map(PathBuf::from),
+    }
+}
diff --git a/examples/raw.rs b/examples/raw.rs
new file mode 100644
index 00000000..e2cd6bd9
--- /dev/null
+++ b/examples/raw.rs
@@ -0,0 +1,106 @@
+// Copyright 2018 TiKV Project Authors. Licensed under Apache-2.0.
+
+#![feature(async_await, await_macro)]
+#![type_length_limit = "8165158"]
+extern crate tikv_client;
+
+mod common;
+
+use crate::common::parse_args;
+use tikv_client::{raw::Client, Config, Key, KvPair, Result, ToOwnedRange, Value};
+
+const KEY: &str = "TiKV";
+const VALUE: &str = "Rust";
+
+#[runtime::main(runtime_tokio::Tokio)]
+async fn main() -> Result<()> {
+    // You can try running this example by passing your pd endpoints
+    // (and SSL options if necessary) through command line arguments.
+    let args = parse_args("raw");
+
+    // Create a configuration to use for the example.
+    // Optionally encrypt the traffic.
+    let config = if let (Some(ca), Some(cert), Some(key)) = (args.ca, args.cert, args.key) {
+        Config::new(args.pd).with_security(ca, cert, key)
+    } else {
+        Config::new(args.pd)
+    };
+
+    // When we first create a client we receive a `Connect` structure which must be resolved before
+    // the client is actually connected and usable.
+    let unconnnected_client = Client::connect(config);
+    let client = unconnnected_client.await?;
+
+    // Requests are created from the connected client. These calls return structures which
+    // implement `Future`. This means the `Future` must be resolved before the action ever takes
+    // place.
+    //
+    // Here we set the key `TiKV` to have the value `Rust` associated with it.
+    client.put(KEY.to_owned(), VALUE.to_owned()).await.unwrap(); // Returns a `tikv_client::Error` on failure.
+    println!("Put key {:?}, value {:?}.", KEY, VALUE);
+
+    // Unlike a standard Rust HashMap all calls take owned values. This is because under the hood
+    // protobufs must take ownership of the data. If we only took a borrow we'd need to internally
+    // clone it. This is against Rust API guidelines, so you must manage this yourself.
+    //
+    // Above, you saw we can use a `&'static str`, this is primarily for making examples short.
+    // This type is practical to use for real things, and usage forces an internal copy.
+    //
+    // It is best to pass a `Vec<u8>` in terms of explictness and speed. `String`s and a few other
+    // types are supported as well, but it all ends up as `Vec<u8>` in the end.
+    let value: Option<Value> = client.get(KEY.to_owned()).await?;
+    assert_eq!(value, Some(Value::from(VALUE.to_owned())));
+    println!("Get key `{}` returned value {:?}.", KEY, value);
+
+    // You can also set the `ColumnFamily` used by the request.
+    // This is *advanced usage* and should have some special considerations.
+    client
+        .delete(KEY.to_owned())
+        .await
+        .expect("Could not delete value");
+    println!("Key: `{}` deleted", KEY);
+
+    // Here we check if the key has been deleted from the key-value store.
+    let value: Option<Value> = client
+        .get(KEY.to_owned())
+        .await
+        .expect("Could not get just deleted entry");
+    assert!(value.is_none());
+
+    // You can ask to write multiple key-values at the same time, it is much more
+    // performant because it is passed in one request to the key-value store.
+    let pairs = vec![
+        KvPair::from(("k1".to_owned(), "v1".to_owned())),
+        KvPair::from(("k2".to_owned(), "v2".to_owned())),
+        KvPair::from(("k3".to_owned(), "v3".to_owned())),
+    ];
+    client.batch_put(pairs).await.expect("Could not put pairs");
+
+    // Same thing when you want to retrieve multiple values.
+    let keys = vec![Key::from("k1".to_owned()), Key::from("k2".to_owned())];
+    let values = client
+        .batch_get(keys.clone())
+        .await
+        .expect("Could not get values");
+    println!("Found values: {:?} for keys: {:?}", values, keys);
+
+    // Scanning a range of keys is also possible giving it two bounds
+    // it will returns all entries between these two.
+    let start = "k1";
+    let end = "k2";
+    let pairs = client
+        .with_key_only(true)
+        .scan((start..=end).to_owned(), 10)
+        .await
+        .expect("Could not scan");
+
+    let keys: Vec<_> = pairs.into_iter().map(|p| p.key().clone()).collect();
+    assert_eq!(
+        &keys,
+        &[Key::from("k1".to_owned()), Key::from("k2".to_owned())]
+    );
+    println!("Scaning from {:?} to {:?} gives: {:?}", start, end, keys);
+
+    // Cleanly exit.
+    Ok(())
+}
diff --git a/src/algorithm/bfs.rs b/src/algorithm/bfs.rs
index e960c0fc..4c73f63b 100644
--- a/src/algorithm/bfs.rs
+++ b/src/algorithm/bfs.rs
@@ -24,7 +24,7 @@ use std::marker::PhantomData;
 
 use fixedbitset::FixedBitSet;
 
-use prelude::*;
+use crate::prelude::*;
 
 /// A breadth first search (BFS) of a graph.
 ///
diff --git a/src/algorithm/conn_comp.rs b/src/algorithm/conn_comp.rs
index e6d3a71f..8b69c230 100644
--- a/src/algorithm/conn_comp.rs
+++ b/src/algorithm/conn_comp.rs
@@ -23,7 +23,7 @@ use std::cell::RefMut;
 use std::cell::{Ref, RefCell};
 use std::hash::Hash;
 
-use prelude::*;
+use crate::prelude::*;
 
 /// Detection of Connected Component (ConnComp) of a graph.
 ///
@@ -67,7 +67,7 @@ impl<Id: IdType> ConnComp<Id> {
     /// Create a new **ConnComp** by initialising empty root map, and set count to be number
     /// of nodes in graph.
     pub fn new<NL: Eq + Hash, EL: Eq + Hash, L: IdType>(
-        graph: &GeneralGraph<Id, NL, EL, L>,
+        graph: &dyn GeneralGraph<Id, NL, EL, L>,
     ) -> Self {
         let mut cc = ConnComp::with_capacity(graph.node_count());
         cc.run_detection(graph);
@@ -95,7 +95,7 @@ impl<Id: IdType> ConnComp<Id> {
     /// Run the detection upon every edge. Update the root map based on every edge
     pub fn run_detection<NL: Eq + Hash, EL: Eq + Hash, L: IdType>(
         &mut self,
-        graph: &GeneralGraph<Id, NL, EL, L>,
+        graph: &dyn GeneralGraph<Id, NL, EL, L>,
     ) {
         for edge in graph.edges() {
             self.process_new_edge(&edge);
@@ -104,7 +104,7 @@ impl<Id: IdType> ConnComp<Id> {
 
     /// Update the root map based on a newly given edge
     /// Can be called at anytime after instantiating a ConnComp instance
-    pub fn process_new_edge<L: IdType>(&mut self, edge: &EdgeTrait<Id, L>) {
+    pub fn process_new_edge<L: IdType>(&mut self, edge: &dyn EdgeTrait<Id, L>) {
         let x = edge.get_start();
         let y = edge.get_target();
 
diff --git a/src/algorithm/conn_subgraphs.rs b/src/algorithm/conn_subgraphs.rs
index 1667d34e..006466ef 100644
--- a/src/algorithm/conn_subgraphs.rs
+++ b/src/algorithm/conn_subgraphs.rs
@@ -21,9 +21,9 @@
 use itertools::Itertools;
 use std::hash::Hash;
 
-use algorithm::conn_comp::ConnComp;
-use graph_impl::graph_map::new_general_graphmap;
-use prelude::*;
+use crate::algorithm::conn_comp::ConnComp;
+use crate::graph_impl::graph_map::new_general_graphmap;
+use crate::prelude::*;
 
 /// Enumeration of Connected subgraphs of a graph.
 ///
@@ -60,7 +60,7 @@ pub struct ConnSubgraph<
     L: IdType,
 > {
     /// The result vector of subgraphs
-    subgraphs: Vec<Box<GeneralGraph<Id, NL, EL, L> + 'a>>,
+    subgraphs: Vec<Box<dyn GeneralGraph<Id, NL, EL, L> + 'a>>,
 }
 
 impl<'a, Id: IdType, NL: Eq + Hash + Clone + 'a, EL: Eq + Hash + Clone + 'a, L: IdType>
@@ -68,7 +68,7 @@ impl<'a, Id: IdType, NL: Eq + Hash + Clone + 'a, EL: Eq + Hash + Clone + 'a, L:
 {
     /// Create a new **ConnSubgraph** by initialising empty result subgraph vector, and create a ConnComp
     /// instance with given graph. Then run the enumeration.
-    pub fn new(graph: &GeneralGraph<Id, NL, EL, L>) -> Self {
+    pub fn new(graph: &dyn GeneralGraph<Id, NL, EL, L>) -> Self {
         let mut cs = ConnSubgraph::empty();
 
         cs.run_subgraph_enumeration(graph);
@@ -85,7 +85,7 @@ impl<'a, Id: IdType, NL: Eq + Hash + Clone + 'a, EL: Eq + Hash + Clone + 'a, L:
 
     /// Run the graph enumeration by adding each node and edge to the subgraph that it
     /// corresponds to.
-    pub fn run_subgraph_enumeration(&mut self, graph: &GeneralGraph<Id, NL, EL, L>) {
+    pub fn run_subgraph_enumeration(&mut self, graph: &dyn GeneralGraph<Id, NL, EL, L>) {
         if graph.edge_count() != 0 {
             let mut num_edges: usize = 1;
             while num_edges <= graph.edge_count() {
@@ -116,7 +116,7 @@ impl<'a, Id: IdType, NL: Eq + Hash + Clone + 'a, EL: Eq + Hash + Clone + 'a, L:
     }
 
     /// Return the result vector of subgraphs.
-    pub fn into_result(self) -> Vec<Box<GeneralGraph<Id, NL, EL, L> + 'a>> {
+    pub fn into_result(self) -> Vec<Box<dyn GeneralGraph<Id, NL, EL, L> + 'a>> {
         self.subgraphs
     }
 }
diff --git a/src/algorithm/dfs.rs b/src/algorithm/dfs.rs
index 7431c7c1..3d4f5564 100644
--- a/src/algorithm/dfs.rs
+++ b/src/algorithm/dfs.rs
@@ -23,7 +23,7 @@ use std::marker::PhantomData;
 
 use fixedbitset::FixedBitSet;
 
-use prelude::*;
+use crate::prelude::*;
 
 /// A depth first search (Dfs) of a graph.
 ///
diff --git a/src/algorithm/graph_induce.rs b/src/algorithm/graph_induce.rs
index 84d358ac..932d7008 100644
--- a/src/algorithm/graph_induce.rs
+++ b/src/algorithm/graph_induce.rs
@@ -20,9 +20,9 @@
  */
 use std::hash::Hash;
 
-use generic::dtype::IdType;
-use graph_impl::graph_map::new_general_graphmap;
-use prelude::*;
+use crate::generic::dtype::IdType;
+use crate::graph_impl::graph_map::new_general_graphmap;
+use crate::prelude::*;
 
 macro_rules! induce {
     ($graph0:ident,$graph1:ident,$graph:ident) => {
@@ -96,9 +96,9 @@ pub fn graph_induce<
     EL: Eq + Hash + Clone + 'c,
     L: IdType + 'c,
 >(
-    graph0: &'a GeneralGraph<Id, NL, EL, L>,
-    graph1: &'b GeneralGraph<Id, NL, EL, L>,
-) -> Box<GeneralGraph<Id, NL, EL, L> + 'c> {
+    graph0: &'a dyn GeneralGraph<Id, NL, EL, L>,
+    graph1: &'b dyn GeneralGraph<Id, NL, EL, L>,
+) -> Box<dyn GeneralGraph<Id, NL, EL, L> + 'c> {
     let mut result_graph = new_general_graphmap(graph0.is_directed());
     induce!(graph0, graph1, result_graph);
     result_graph
diff --git a/src/algorithm/graph_minus.rs b/src/algorithm/graph_minus.rs
index b0c95697..8435f2f1 100644
--- a/src/algorithm/graph_minus.rs
+++ b/src/algorithm/graph_minus.rs
@@ -21,9 +21,9 @@
 use std::hash::Hash;
 use std::ops::Sub;
 
-use generic::dtype::IdType;
-use graph_impl::graph_map::{new_general_graphmap, TypedDiGraphMap, TypedUnGraphMap};
-use prelude::*;
+use crate::generic::dtype::IdType;
+use crate::graph_impl::graph_map::{new_general_graphmap, TypedDiGraphMap, TypedUnGraphMap};
+use crate::prelude::*;
 
 macro_rules! sub_graph {
     ($graph0:ident,$graph1:ident,$graph:ident) => {
@@ -100,9 +100,9 @@ pub fn graph_minus<
     EL: Eq + Hash + Clone + 'c,
     L: IdType + 'c,
 >(
-    graph0: &'a GeneralGraph<Id, NL, EL, L>,
-    graph1: &'b GeneralGraph<Id, NL, EL, L>,
-) -> Box<GeneralGraph<Id, NL, EL, L> + 'c> {
+    graph0: &'a dyn GeneralGraph<Id, NL, EL, L>,
+    graph1: &'b dyn GeneralGraph<Id, NL, EL, L>,
+) -> Box<dyn GeneralGraph<Id, NL, EL, L> + 'c> {
     let mut result_graph = new_general_graphmap(graph0.is_directed());
     sub_graph!(graph0, graph1, result_graph);
     result_graph
@@ -110,25 +110,25 @@ pub fn graph_minus<
 
 /// Trait implementation for general graphs subtraction.
 impl<'a, Id: IdType, NL: Hash + Eq + Clone, EL: Hash + Eq + Clone, L: IdType> Sub
-    for &'a GeneralGraph<Id, NL, EL, L>
+    for &'a dyn GeneralGraph<Id, NL, EL, L>
 {
-    type Output = Box<GeneralGraph<Id, NL, EL, L> + 'a>;
+    type Output = Box<dyn GeneralGraph<Id, NL, EL, L> + 'a>;
 
-    fn sub(self, other: &'a GeneralGraph<Id, NL, EL, L>) -> Box<GeneralGraph<Id, NL, EL, L> + 'a> {
+    fn sub(self, other: &'a dyn GeneralGraph<Id, NL, EL, L>) -> Box<dyn GeneralGraph<Id, NL, EL, L> + 'a> {
         graph_minus(self, other)
     }
 }
 
 /// Trait implementation for boxed general graphs subtraction.
 impl<'a, Id: IdType, NL: Hash + Eq + Clone + 'a, EL: Hash + Eq + Clone + 'a, L: IdType> Sub
-    for Box<GeneralGraph<Id, NL, EL, L> + 'a>
+    for Box<dyn GeneralGraph<Id, NL, EL, L> + 'a>
 {
-    type Output = Box<GeneralGraph<Id, NL, EL, L> + 'a>;
+    type Output = Box<dyn GeneralGraph<Id, NL, EL, L> + 'a>;
 
     fn sub(
         self,
-        other: Box<GeneralGraph<Id, NL, EL, L> + 'a>,
-    ) -> Box<GeneralGraph<Id, NL, EL, L> + 'a> {
+        other: Box<dyn GeneralGraph<Id, NL, EL, L> + 'a>,
+    ) -> Box<dyn GeneralGraph<Id, NL, EL, L> + 'a> {
         graph_minus(self.as_ref(), other.as_ref())
     }
 }
diff --git a/src/algorithm/graph_union.rs b/src/algorithm/graph_union.rs
index 7bfdfb26..620039b7 100644
--- a/src/algorithm/graph_union.rs
+++ b/src/algorithm/graph_union.rs
@@ -21,9 +21,9 @@
 use std::hash::Hash;
 use std::ops::Add;
 
-use generic::dtype::IdType;
-use graph_impl::graph_map::{new_general_graphmap, TypedDiGraphMap, TypedUnGraphMap};
-use prelude::*;
+use crate::generic::dtype::IdType;
+use crate::graph_impl::graph_map::{new_general_graphmap, TypedDiGraphMap, TypedUnGraphMap};
+use crate::prelude::*;
 
 macro_rules! add_graph {
     ($graph0:ident,$graph1:ident,$graph:ident) => {
@@ -79,9 +79,9 @@ pub fn graph_union<
     EL: Eq + Hash + Clone + 'c,
     L: IdType + 'c,
 >(
-    graph0: &'a GeneralGraph<Id, NL, EL, L>,
-    graph1: &'b GeneralGraph<Id, NL, EL, L>,
-) -> Box<GeneralGraph<Id, NL, EL, L> + 'c> {
+    graph0: &'a dyn GeneralGraph<Id, NL, EL, L>,
+    graph1: &'b dyn GeneralGraph<Id, NL, EL, L>,
+) -> Box<dyn GeneralGraph<Id, NL, EL, L> + 'c> {
     let mut result_graph = new_general_graphmap(graph0.is_directed());
     {
         let graph = result_graph.as_mut_graph().unwrap();
@@ -92,25 +92,25 @@ pub fn graph_union<
 
 /// Trait implementation for boxed general graphs addition.
 impl<'a, Id: IdType, NL: Hash + Eq + Clone + 'a, EL: Hash + Eq + Clone + 'a, L: IdType> Add
-    for Box<GeneralGraph<Id, NL, EL, L> + 'a>
+    for Box<dyn GeneralGraph<Id, NL, EL, L> + 'a>
 {
-    type Output = Box<GeneralGraph<Id, NL, EL, L> + 'a>;
+    type Output = Box<dyn GeneralGraph<Id, NL, EL, L> + 'a>;
 
     fn add(
         self,
-        other: Box<GeneralGraph<Id, NL, EL, L> + 'a>,
-    ) -> Box<GeneralGraph<Id, NL, EL, L> + 'a> {
+        other: Box<dyn GeneralGraph<Id, NL, EL, L> + 'a>,
+    ) -> Box<dyn GeneralGraph<Id, NL, EL, L> + 'a> {
         graph_union(self.as_ref(), other.as_ref())
     }
 }
 
 /// Trait implementation for general graphs addition.
 impl<'a, Id: IdType, NL: Hash + Eq + Clone, EL: Hash + Eq + Clone, L: IdType> Add
-    for &'a GeneralGraph<Id, NL, EL, L>
+    for &'a dyn GeneralGraph<Id, NL, EL, L>
 {
-    type Output = Box<GeneralGraph<Id, NL, EL, L> + 'a>;
+    type Output = Box<dyn GeneralGraph<Id, NL, EL, L> + 'a>;
 
-    fn add(self, other: &'a GeneralGraph<Id, NL, EL, L>) -> Box<GeneralGraph<Id, NL, EL, L> + 'a> {
+    fn add(self, other: &'a dyn GeneralGraph<Id, NL, EL, L>) -> Box<dyn GeneralGraph<Id, NL, EL, L> + 'a> {
         graph_union(self, other)
     }
 }
diff --git a/src/algorithm/mod.rs b/src/algorithm/mod.rs
index bef5bb47..bfb88567 100644
--- a/src/algorithm/mod.rs
+++ b/src/algorithm/mod.rs
@@ -26,10 +26,10 @@ pub mod graph_induce;
 pub mod graph_minus;
 pub mod graph_union;
 
-pub use algorithm::bfs::Bfs;
-pub use algorithm::conn_comp::ConnComp;
-pub use algorithm::conn_subgraphs::ConnSubgraph;
-pub use algorithm::dfs::Dfs;
-pub use algorithm::graph_induce::graph_induce;
-pub use algorithm::graph_minus::graph_minus;
-pub use algorithm::graph_union::graph_union;
+pub use crate::algorithm::bfs::Bfs;
+pub use crate::algorithm::conn_comp::ConnComp;
+pub use crate::algorithm::conn_subgraphs::ConnSubgraph;
+pub use crate::algorithm::dfs::Dfs;
+pub use crate::algorithm::graph_induce::graph_induce;
+pub use crate::algorithm::graph_minus::graph_minus;
+pub use crate::algorithm::graph_union::graph_union;
diff --git a/src/generic/edge.rs b/src/generic/edge.rs
index ed4431b7..deaab346 100644
--- a/src/generic/edge.rs
+++ b/src/generic/edge.rs
@@ -18,8 +18,8 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-use generic::IdType;
-pub use graph_impl::graph_map::{Edge, MutEdge};
+use crate::generic::IdType;
+pub use crate::graph_impl::graph_map::{Edge, MutEdge};
 
 pub trait EdgeTrait<Id: IdType, L: IdType> {
     #[inline(always)]
diff --git a/src/generic/graph.rs b/src/generic/graph.rs
index 9ed35be2..6470146d 100644
--- a/src/generic/graph.rs
+++ b/src/generic/graph.rs
@@ -25,36 +25,36 @@ use std::hash::{Hash, Hasher};
 use counter::Counter;
 use itertools::Itertools;
 
-use generic::{
+use crate::generic::{
     EdgeTrait, EdgeType, IdType, Iter, MapTrait, MutEdgeType, MutNodeType, NodeTrait, NodeType,
     OwnedEdgeType, OwnedNodeType,
 };
-use graph_impl::graph_map::new_general_graphmap;
-use graph_impl::GraphImpl;
-use map::SetMap;
+use crate::graph_impl::graph_map::new_general_graphmap;
+use crate::graph_impl::GraphImpl;
+use crate::map::SetMap;
 
 pub trait GeneralGraph<Id: IdType, NL: Hash + Eq, EL: Hash + Eq = NL, L: IdType = Id>:
     GraphTrait<Id, L> + GraphLabelTrait<Id, NL, EL, L>
 {
-    fn as_graph(&self) -> &GraphTrait<Id, L>;
+    fn as_graph(&self) -> &dyn GraphTrait<Id, L>;
 
-    fn as_labeled_graph(&self) -> &GraphLabelTrait<Id, NL, EL, L>;
+    fn as_labeled_graph(&self) -> &dyn GraphLabelTrait<Id, NL, EL, L>;
 
-    fn as_general_graph(&self) -> &GeneralGraph<Id, NL, EL, L>;
+    fn as_general_graph(&self) -> &dyn GeneralGraph<Id, NL, EL, L>;
 
     #[inline(always)]
-    fn as_digraph(&self) -> Option<&DiGraphTrait<Id, L>> {
+    fn as_digraph(&self) -> Option<&dyn DiGraphTrait<Id, L>> {
         None
     }
 
     #[inline(always)]
-    fn as_mut_graph(&mut self) -> Option<&mut MutGraphTrait<Id, NL, EL, L>> {
+    fn as_mut_graph(&mut self) -> Option<&mut dyn MutGraphTrait<Id, NL, EL, L>> {
         None
     }
 }
 
 impl<Id: IdType, NL: Hash + Eq + Clone + 'static, EL: Hash + Eq + Clone + 'static, L: IdType> Clone
-    for Box<GeneralGraph<Id, NL, EL, L>>
+    for Box<dyn GeneralGraph<Id, NL, EL, L>>
 {
     fn clone(&self) -> Self {
         let g = if self.as_digraph().is_some() {
@@ -63,7 +63,7 @@ impl<Id: IdType, NL: Hash + Eq + Clone + 'static, EL: Hash + Eq + Clone + 'stati
             new_general_graphmap(false)
         };
 
-        ::algorithm::graph_union(self.as_ref(), g.as_ref())
+        crate::algorithm::graph_union(self.as_ref(), g.as_ref())
     }
 }
 
@@ -268,8 +268,8 @@ pub trait DiGraphTrait<Id: IdType, L: IdType>: GraphTrait<Id, L> {
 }
 
 pub fn equal<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType, LL: IdType>(
-    g: &GeneralGraph<Id, NL, EL, L>,
-    gg: &GeneralGraph<Id, NL, EL, LL>,
+    g: &dyn GeneralGraph<Id, NL, EL, L>,
+    gg: &dyn GeneralGraph<Id, NL, EL, LL>,
 ) -> bool {
     if g.is_directed() != gg.is_directed()
         || g.node_count() != gg.node_count()
@@ -294,17 +294,17 @@ pub fn equal<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType, LL: IdType>(
 }
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> PartialEq
-    for Box<GeneralGraph<Id, NL, EL, L>>
+    for Box<dyn GeneralGraph<Id, NL, EL, L>>
 {
-    fn eq(&self, other: &Box<GeneralGraph<Id, NL, EL, L>>) -> bool {
+    fn eq(&self, other: &Box<dyn GeneralGraph<Id, NL, EL, L>>) -> bool {
         equal(self.as_ref(), other.as_ref())
     }
 }
 
-impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> Eq for Box<GeneralGraph<Id, NL, EL, L>> {}
+impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> Eq for Box<dyn GeneralGraph<Id, NL, EL, L>> {}
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> Hash
-    for Box<GeneralGraph<Id, NL, EL, L>>
+    for Box<dyn GeneralGraph<Id, NL, EL, L>>
 {
     fn hash<H: Hasher>(&self, state: &mut H) {
         {
@@ -332,7 +332,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> Hash
 }
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> PartialOrd
-    for Box<GeneralGraph<Id, NL, EL, L>>
+    for Box<dyn GeneralGraph<Id, NL, EL, L>>
 {
     fn partial_cmp(&self, other: &Self) -> Option<Ordering> {
         if self.node_count() != other.node_count() {
@@ -364,7 +364,7 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> PartialOrd
     }
 }
 
-impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> Ord for Box<GeneralGraph<Id, NL, EL, L>> {
+impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> Ord for Box<dyn GeneralGraph<Id, NL, EL, L>> {
     fn cmp(&self, other: &Self) -> Ordering {
         if let Some(ord) = self.partial_cmp(other) {
             ord
diff --git a/src/generic/iter.rs b/src/generic/iter.rs
index 76d3eaa4..abc3e0ef 100644
--- a/src/generic/iter.rs
+++ b/src/generic/iter.rs
@@ -21,11 +21,11 @@
 use std::iter::empty;
 
 pub struct Iter<'a, T> {
-    inner: Box<Iterator<Item = T> + 'a>,
+    inner: Box<dyn Iterator<Item = T> + 'a>,
 }
 
 impl<'a, T> Iter<'a, T> {
-    pub fn new(iter: Box<Iterator<Item = T> + 'a>) -> Self {
+    pub fn new(iter: Box<dyn Iterator<Item = T> + 'a>) -> Self {
         Iter { inner: iter }
     }
 }
diff --git a/src/generic/map.rs b/src/generic/map.rs
index 1aab1659..db0ea8c1 100644
--- a/src/generic/map.rs
+++ b/src/generic/map.rs
@@ -18,7 +18,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-use generic::Iter;
+use crate::generic::Iter;
 
 pub trait MapTrait<L> {
     fn get_item(&self, id: usize) -> Option<&L>;
diff --git a/src/generic/mod.rs b/src/generic/mod.rs
index 81668edc..427046a1 100644
--- a/src/generic/mod.rs
+++ b/src/generic/mod.rs
@@ -25,15 +25,15 @@ pub mod iter;
 pub mod map;
 pub mod node;
 
-pub use generic::dtype::{DefaultId, DefaultTy, Directed, GraphType, IdType, Undirected, Void};
-pub use generic::edge::{
+pub use crate::generic::dtype::{DefaultId, DefaultTy, Directed, GraphType, IdType, Undirected, Void};
+pub use crate::generic::edge::{
     Edge, EdgeTrait, EdgeType, MutEdge, MutEdgeTrait, MutEdgeType, OwnedEdgeType,
 };
-pub use generic::graph::{
+pub use crate::generic::graph::{
     DiGraphTrait, GeneralGraph, GraphLabelTrait, GraphTrait, MutGraphLabelTrait, MutGraphTrait,
     UnGraphTrait,
 };
-pub use generic::iter::Iter;
-pub use generic::map::{MapTrait, MutMapTrait};
-pub use generic::node::{MutNodeTrait, MutNodeType, NodeTrait, NodeType, OwnedNodeType};
-pub use graph_impl::graph_map::{MutNodeMapTrait, NodeMapTrait};
+pub use crate::generic::iter::Iter;
+pub use crate::generic::map::{MapTrait, MutMapTrait};
+pub use crate::generic::node::{MutNodeTrait, MutNodeType, NodeTrait, NodeType, OwnedNodeType};
+pub use crate::graph_impl::graph_map::{MutNodeMapTrait, NodeMapTrait};
diff --git a/src/generic/node.rs b/src/generic/node.rs
index 460c4936..efdf705d 100644
--- a/src/generic/node.rs
+++ b/src/generic/node.rs
@@ -18,9 +18,9 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-use generic::IdType;
-pub use graph_impl::graph_map::NodeMap;
-pub use graph_impl::static_graph::StaticNode;
+use crate::generic::IdType;
+pub use crate::graph_impl::graph_map::NodeMap;
+pub use crate::graph_impl::static_graph::StaticNode;
 
 pub trait NodeTrait<Id: IdType, L: IdType> {
     #[inline(always)]
diff --git a/src/graph_gen/general.rs b/src/graph_gen/general.rs
index 912c5786..b0bac862 100644
--- a/src/graph_gen/general.rs
+++ b/src/graph_gen/general.rs
@@ -22,11 +22,11 @@ use std::hash::Hash;
 
 use rand::thread_rng;
 
-use generic::{GraphType, IdType, MutGraphTrait};
-use graph_impl::TypedGraphMap;
-use map::SetMap;
+use crate::generic::{GraphType, IdType, MutGraphTrait};
+use crate::graph_impl::TypedGraphMap;
+use crate::map::SetMap;
 
-use graph_gen::helper::{complete_edge_pairs, random_edge_label, random_node_label};
+use crate::graph_gen::helper::{complete_edge_pairs, random_edge_label, random_node_label};
 
 pub fn empty_graph<Id, NL, EL, Ty>(
     n: usize,
diff --git a/src/graph_gen/helper.rs b/src/graph_gen/helper.rs
index 983f4229..315c6485 100644
--- a/src/graph_gen/helper.rs
+++ b/src/graph_gen/helper.rs
@@ -23,8 +23,8 @@ use std::hash::Hash;
 use itertools::Itertools;
 use rand::{Rng, ThreadRng};
 
-use generic::{GraphLabelTrait, GraphType, IdType, Iter, MapTrait};
-use graph_impl::TypedGraphMap;
+use crate::generic::{GraphLabelTrait, GraphType, IdType, Iter, MapTrait};
+use crate::graph_impl::TypedGraphMap;
 
 pub fn complete_edge_pairs<'a, Ty>(n: usize) -> Iter<'a, (usize, usize)>
 where
diff --git a/src/graph_gen/mod.rs b/src/graph_gen/mod.rs
index 21eb2005..88f07db7 100644
--- a/src/graph_gen/mod.rs
+++ b/src/graph_gen/mod.rs
@@ -22,9 +22,9 @@ pub mod general;
 pub mod helper;
 pub mod random;
 
-pub use graph_gen::general::{
+pub use crate::graph_gen::general::{
     complete_graph, complete_graph_unlabeled, empty_graph, empty_graph_unlabeled,
 };
-pub use graph_gen::random::{
+pub use crate::graph_gen::random::{
     random_gnm_graph, random_gnm_graph_unlabeled, random_gnp_graph, random_gnp_graph_unlabeled,
 };
diff --git a/src/graph_gen/random.rs b/src/graph_gen/random.rs
index 81422861..1c5111f9 100644
--- a/src/graph_gen/random.rs
+++ b/src/graph_gen/random.rs
@@ -23,13 +23,13 @@ use std::hash::Hash;
 use rand::seq::sample_iter;
 use rand::{thread_rng, Rng};
 
-use generic::GraphType;
-use generic::IdType;
-use generic::MutGraphTrait;
+use crate::generic::GraphType;
+use crate::generic::IdType;
+use crate::generic::MutGraphTrait;
 
-use graph_gen::general::empty_graph;
-use graph_gen::helper::{complete_edge_pairs, random_edge_label};
-use graph_impl::TypedGraphMap;
+use crate::graph_gen::general::empty_graph;
+use crate::graph_gen::helper::{complete_edge_pairs, random_edge_label};
+use crate::graph_impl::TypedGraphMap;
 
 pub fn random_gnp_graph<Id, NL, EL, Ty>(
     n: usize,
diff --git a/src/graph_impl/graph_map/edge.rs b/src/graph_impl/graph_map/edge.rs
index 41d10bff..65c601f7 100644
--- a/src/graph_impl/graph_map/edge.rs
+++ b/src/graph_impl/graph_map/edge.rs
@@ -18,7 +18,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-use generic::{EdgeTrait, IdType, MutEdgeTrait};
+use crate::generic::{EdgeTrait, IdType, MutEdgeTrait};
 
 #[derive(Debug, PartialEq, Eq)]
 pub struct MutEdge<'a, Id: IdType, L: IdType = Id> {
diff --git a/src/graph_impl/graph_map/graph.rs b/src/graph_impl/graph_map/graph.rs
index 3b714eef..24f5e15e 100644
--- a/src/graph_impl/graph_map/graph.rs
+++ b/src/graph_impl/graph_map/graph.rs
@@ -28,16 +28,16 @@ use hashbrown::HashMap;
 use itertools::Itertools;
 use serde;
 
-use generic::{
+use crate::generic::{
     DefaultId, DefaultTy, DiGraphTrait, Directed, EdgeType, GeneralGraph, GraphLabelTrait,
     GraphTrait, GraphType, IdType, Iter, MapTrait, MutEdgeType, MutGraphLabelTrait, MutGraphTrait,
     MutMapTrait, MutNodeTrait, MutNodeType, NodeTrait, NodeType, OwnedEdgeType, OwnedNodeType,
     UnGraphTrait, Undirected,
 };
-use graph_impl::graph_map::{Edge, MutNodeMapTrait, NodeMap, NodeMapTrait};
-use graph_impl::{EdgeVec, GraphImpl, TypedStaticGraph};
-use io::serde::{Deserialize, Serialize};
-use map::SetMap;
+use crate::graph_impl::graph_map::{Edge, MutNodeMapTrait, NodeMap, NodeMapTrait};
+use crate::graph_impl::{EdgeVec, GraphImpl, TypedStaticGraph};
+use crate::io::serde::{Deserialize, Serialize};
+use crate::map::SetMap;
 
 pub type TypedDiGraphMap<Id, NL, EL = NL, L = DefaultId> = TypedGraphMap<Id, NL, EL, Directed, L>;
 pub type TypedUnGraphMap<Id, NL, EL = NL, L = DefaultId> = TypedGraphMap<Id, NL, EL, Undirected, L>;
@@ -61,11 +61,11 @@ pub type UnGraphMap<NL, EL = NL, L = DefaultId> = GraphMap<NL, EL, Undirected, L
 
 pub fn new_general_graphmap<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a, L: IdType>(
     is_directed: bool,
-) -> Box<GeneralGraph<Id, NL, EL, L> + 'a> {
+) -> Box<dyn GeneralGraph<Id, NL, EL, L> + 'a> {
     if is_directed {
-        Box::new(TypedDiGraphMap::<Id, NL, EL, L>::new()) as Box<GeneralGraph<Id, NL, EL, L> + 'a>
+        Box::new(TypedDiGraphMap::<Id, NL, EL, L>::new()) as Box<dyn GeneralGraph<Id, NL, EL, L> + 'a>
     } else {
-        Box::new(TypedUnGraphMap::<Id, NL, EL, L>::new()) as Box<GeneralGraph<Id, NL, EL, L> + 'a>
+        Box::new(TypedUnGraphMap::<Id, NL, EL, L>::new()) as Box<dyn GeneralGraph<Id, NL, EL, L> + 'a>
     }
 }
 
@@ -631,22 +631,22 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> GeneralGraph<Id, NL, E
     for TypedUnGraphMap<Id, NL, EL, L>
 {
     #[inline(always)]
-    fn as_graph(&self) -> &GraphTrait<Id, L> {
+    fn as_graph(&self) -> &dyn GraphTrait<Id, L> {
         self
     }
 
     #[inline(always)]
-    fn as_labeled_graph(&self) -> &GraphLabelTrait<Id, NL, EL, L> {
+    fn as_labeled_graph(&self) -> &dyn GraphLabelTrait<Id, NL, EL, L> {
         self
     }
 
     #[inline(always)]
-    fn as_general_graph(&self) -> &GeneralGraph<Id, NL, EL, L> {
+    fn as_general_graph(&self) -> &dyn GeneralGraph<Id, NL, EL, L> {
         self
     }
 
     #[inline(always)]
-    fn as_mut_graph(&mut self) -> Option<&mut MutGraphTrait<Id, NL, EL, L>> {
+    fn as_mut_graph(&mut self) -> Option<&mut dyn MutGraphTrait<Id, NL, EL, L>> {
         Some(self)
     }
 }
@@ -655,27 +655,27 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> GeneralGraph<Id, NL, E
     for TypedDiGraphMap<Id, NL, EL, L>
 {
     #[inline(always)]
-    fn as_graph(&self) -> &GraphTrait<Id, L> {
+    fn as_graph(&self) -> &dyn GraphTrait<Id, L> {
         self
     }
 
     #[inline(always)]
-    fn as_labeled_graph(&self) -> &GraphLabelTrait<Id, NL, EL, L> {
+    fn as_labeled_graph(&self) -> &dyn GraphLabelTrait<Id, NL, EL, L> {
         self
     }
 
     #[inline(always)]
-    fn as_general_graph(&self) -> &GeneralGraph<Id, NL, EL, L> {
+    fn as_general_graph(&self) -> &dyn GeneralGraph<Id, NL, EL, L> {
         self
     }
 
     #[inline(always)]
-    fn as_digraph(&self) -> Option<&DiGraphTrait<Id, L>> {
+    fn as_digraph(&self) -> Option<&dyn DiGraphTrait<Id, L>> {
         Some(self)
     }
 
     #[inline(always)]
-    fn as_mut_graph(&mut self) -> Option<&mut MutGraphTrait<Id, NL, EL, L>> {
+    fn as_mut_graph(&mut self) -> Option<&mut dyn MutGraphTrait<Id, NL, EL, L>> {
         Some(self)
     }
 }
diff --git a/src/graph_impl/graph_map/mod.rs b/src/graph_impl/graph_map/mod.rs
index c117f352..ac3a95a0 100644
--- a/src/graph_impl/graph_map/mod.rs
+++ b/src/graph_impl/graph_map/mod.rs
@@ -38,10 +38,10 @@ pub mod edge;
 pub mod graph;
 pub mod node;
 
-pub use graph_impl::graph_map::edge::{Edge, MutEdge};
-pub use graph_impl::graph_map::graph::{
+pub use crate::graph_impl::graph_map::edge::{Edge, MutEdge};
+pub use crate::graph_impl::graph_map::graph::{
     new_general_graphmap, DiGraphMap, GraphMap, TypedDiGraphMap, TypedGraphMap, TypedUnGraphMap,
     UnGraphMap,
 };
-pub use graph_impl::graph_map::node::NodeMap;
-pub use graph_impl::graph_map::node::{MutNodeMapTrait, NodeMapTrait};
+pub use crate::graph_impl::graph_map::node::NodeMap;
+pub use crate::graph_impl::graph_map::node::{MutNodeMapTrait, NodeMapTrait};
diff --git a/src/graph_impl/graph_map/node.rs b/src/graph_impl/graph_map/node.rs
index b0c85425..3b47269d 100644
--- a/src/graph_impl/graph_map/node.rs
+++ b/src/graph_impl/graph_map/node.rs
@@ -20,8 +20,8 @@
  */
 use std::collections::{BTreeMap, BTreeSet};
 
-use generic::{IdType, Iter, MutEdgeType, MutNodeTrait, NodeTrait, OwnedEdgeType};
-use graph_impl::graph_map::{Edge, MutEdge};
+use crate::generic::{IdType, Iter, MutEdgeType, MutNodeTrait, NodeTrait, OwnedEdgeType};
+use crate::graph_impl::graph_map::{Edge, MutEdge};
 
 #[derive(Debug, Hash, PartialEq, Eq, Clone, Serialize, Deserialize)]
 pub struct NodeMap<Id: IdType, L: IdType = Id> {
diff --git a/src/graph_impl/graph_vec/mod.rs b/src/graph_impl/graph_vec/mod.rs
index 397a42b9..ee3ee2e2 100644
--- a/src/graph_impl/graph_vec/mod.rs
+++ b/src/graph_impl/graph_vec/mod.rs
@@ -23,12 +23,12 @@ use std::hash::Hash;
 use hashbrown::HashMap;
 use rayon::prelude::*;
 
-use generic::{DefaultId, GraphType, IdType, MutMapTrait};
-use graph_impl::static_graph::edge_vec::EdgeVecTrait;
-use graph_impl::static_graph::edge_vec::OffsetIndex;
-use graph_impl::{EdgeVec, TypedStaticGraph};
+use crate::generic::{DefaultId, GraphType, IdType, MutMapTrait};
+use crate::graph_impl::static_graph::edge_vec::EdgeVecTrait;
+use crate::graph_impl::static_graph::edge_vec::OffsetIndex;
+use crate::graph_impl::{EdgeVec, TypedStaticGraph};
 use itertools::Itertools;
-use map::SetMap;
+use crate::map::SetMap;
 
 pub type GraphVec<NL, EL = NL, L = DefaultId> = TypedGraphVec<DefaultId, NL, EL, L>;
 
@@ -331,8 +331,8 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL,
 #[cfg(test)]
 mod tests {
     use super::*;
-    use graph_impl::{DiStaticGraph, UnStaticGraph};
-    use prelude::*;
+    use crate::graph_impl::{DiStaticGraph, UnStaticGraph};
+    use crate::prelude::*;
 
     #[test]
     fn test_undirected() {
diff --git a/src/graph_impl/mod.rs b/src/graph_impl/mod.rs
index 653feb10..faae61df 100644
--- a/src/graph_impl/mod.rs
+++ b/src/graph_impl/mod.rs
@@ -22,12 +22,12 @@ pub mod graph_map;
 pub mod graph_vec;
 pub mod static_graph;
 
-pub use graph_impl::graph_map::{
+pub use crate::graph_impl::graph_map::{
     DiGraphMap, Edge, GraphMap, MutEdge, TypedDiGraphMap, TypedGraphMap, TypedUnGraphMap,
     UnGraphMap,
 };
-pub use graph_impl::graph_vec::{GraphVec, TypedGraphVec};
-pub use graph_impl::static_graph::{
+pub use crate::graph_impl::graph_vec::{GraphVec, TypedGraphVec};
+pub use crate::graph_impl::static_graph::{
     DiStaticGraph, EdgeVec, StaticGraph, TypedDiStaticGraph, TypedStaticGraph, TypedUnStaticGraph,
     UnStaticGraph,
 };
diff --git a/src/graph_impl/static_graph/edge_vec.rs b/src/graph_impl/static_graph/edge_vec.rs
index 3d8a7095..ca38d5f9 100644
--- a/src/graph_impl/static_graph/edge_vec.rs
+++ b/src/graph_impl/static_graph/edge_vec.rs
@@ -18,7 +18,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-use generic::{IdType, Iter};
+use crate::generic::{IdType, Iter};
 use itertools::Itertools;
 use std::ops::Add;
 
diff --git a/src/graph_impl/static_graph/graph.rs b/src/graph_impl/static_graph/graph.rs
index 394a369e..3ddcd184 100644
--- a/src/graph_impl/static_graph/graph.rs
+++ b/src/graph_impl/static_graph/graph.rs
@@ -25,16 +25,16 @@ use std::marker::PhantomData;
 use itertools::Itertools;
 use serde;
 
-use generic::{
+use crate::generic::{
     DefaultId, DefaultTy, DiGraphTrait, Directed, EdgeType, GeneralGraph, GraphLabelTrait,
     GraphTrait, GraphType, IdType, Iter, MapTrait, MutMapTrait, NodeType, UnGraphTrait, Undirected,
 };
-use graph_impl::static_graph::node::StaticNode;
-use graph_impl::static_graph::static_edge_iter::StaticEdgeIndexIter;
-use graph_impl::static_graph::{EdgeVec, EdgeVecTrait};
-use graph_impl::{Edge, GraphImpl};
-use io::serde::{Deserialize, Serialize};
-use map::SetMap;
+use crate::graph_impl::static_graph::node::StaticNode;
+use crate::graph_impl::static_graph::static_edge_iter::StaticEdgeIndexIter;
+use crate::graph_impl::static_graph::{EdgeVec, EdgeVecTrait};
+use crate::graph_impl::{Edge, GraphImpl};
+use crate::io::serde::{Deserialize, Serialize};
+use crate::map::SetMap;
 use std::ops::Add;
 
 pub type TypedUnStaticGraph<Id, NL, EL = NL, L = Id> = TypedStaticGraph<Id, NL, EL, Undirected, L>;
@@ -601,17 +601,17 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> GeneralGraph<Id, NL, E
     for TypedUnStaticGraph<Id, NL, EL, L>
 {
     #[inline(always)]
-    fn as_graph(&self) -> &GraphTrait<Id, L> {
+    fn as_graph(&self) -> &dyn GraphTrait<Id, L> {
         self
     }
 
     #[inline(always)]
-    fn as_labeled_graph(&self) -> &GraphLabelTrait<Id, NL, EL, L> {
+    fn as_labeled_graph(&self) -> &dyn GraphLabelTrait<Id, NL, EL, L> {
         self
     }
 
     #[inline(always)]
-    fn as_general_graph(&self) -> &GeneralGraph<Id, NL, EL, L> {
+    fn as_general_graph(&self) -> &dyn GeneralGraph<Id, NL, EL, L> {
         self
     }
 }
@@ -620,22 +620,22 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> GeneralGraph<Id, NL, E
     for TypedDiStaticGraph<Id, NL, EL, L>
 {
     #[inline(always)]
-    fn as_graph(&self) -> &GraphTrait<Id, L> {
+    fn as_graph(&self) -> &dyn GraphTrait<Id, L> {
         self
     }
 
     #[inline(always)]
-    fn as_labeled_graph(&self) -> &GraphLabelTrait<Id, NL, EL, L> {
+    fn as_labeled_graph(&self) -> &dyn GraphLabelTrait<Id, NL, EL, L> {
         self
     }
 
     #[inline(always)]
-    fn as_general_graph(&self) -> &GeneralGraph<Id, NL, EL, L> {
+    fn as_general_graph(&self) -> &dyn GeneralGraph<Id, NL, EL, L> {
         self
     }
 
     #[inline(always)]
-    fn as_digraph(&self) -> Option<&DiGraphTrait<Id, L>> {
+    fn as_digraph(&self) -> Option<&dyn DiGraphTrait<Id, L>> {
         Some(self)
     }
 }
diff --git a/src/graph_impl/static_graph/mod.rs b/src/graph_impl/static_graph/mod.rs
index 39bee9b2..e11428c0 100644
--- a/src/graph_impl/static_graph/mod.rs
+++ b/src/graph_impl/static_graph/mod.rs
@@ -23,9 +23,9 @@ pub mod graph;
 pub mod node;
 pub mod static_edge_iter;
 
-pub use graph_impl::static_graph::edge_vec::{EdgeVec, EdgeVecTrait};
-pub use graph_impl::static_graph::graph::{
+pub use crate::graph_impl::static_graph::edge_vec::{EdgeVec, EdgeVecTrait};
+pub use crate::graph_impl::static_graph::graph::{
     DiStaticGraph, StaticGraph, TypedDiStaticGraph, TypedStaticGraph, TypedUnStaticGraph,
     UnStaticGraph,
 };
-pub use graph_impl::static_graph::node::StaticNode;
+pub use crate::graph_impl::static_graph::node::StaticNode;
diff --git a/src/graph_impl/static_graph/node.rs b/src/graph_impl/static_graph/node.rs
index 2916b96d..8f10cc98 100644
--- a/src/graph_impl/static_graph/node.rs
+++ b/src/graph_impl/static_graph/node.rs
@@ -18,7 +18,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-use generic::{IdType, NodeTrait};
+use crate::generic::{IdType, NodeTrait};
 
 #[derive(Debug, Clone, PartialEq, Eq)]
 pub struct StaticNode<Id: IdType, L: IdType = Id> {
diff --git a/src/graph_impl/static_graph/static_edge_iter.rs b/src/graph_impl/static_graph/static_edge_iter.rs
index 8906c7ae..cc873ddb 100644
--- a/src/graph_impl/static_graph/static_edge_iter.rs
+++ b/src/graph_impl/static_graph/static_edge_iter.rs
@@ -18,11 +18,11 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-use generic::IdType;
-use graph_impl::static_graph::EdgeVecTrait;
+use crate::generic::IdType;
+use crate::graph_impl::static_graph::EdgeVecTrait;
 
 pub struct StaticEdgeIndexIter<'a, Id: IdType, L: IdType> {
-    edge_vec: Box<&'a EdgeVecTrait<Id, L>>,
+    edge_vec: Box<&'a dyn EdgeVecTrait<Id, L>>,
     curr_node: usize,
     curr_neighbor_index: usize,
     is_directed: bool,
@@ -30,7 +30,7 @@ pub struct StaticEdgeIndexIter<'a, Id: IdType, L: IdType> {
 
 impl<'a, Id: IdType, L: IdType> StaticEdgeIndexIter<'a, Id, L> {
     #[inline]
-    pub fn new(edge_vec: Box<&'a EdgeVecTrait<Id, L>>, is_directed: bool) -> Self {
+    pub fn new(edge_vec: Box<&'a dyn EdgeVecTrait<Id, L>>, is_directed: bool) -> Self {
         StaticEdgeIndexIter {
             edge_vec,
             curr_node: 0,
diff --git a/src/io/csv/mod.rs b/src/io/csv/mod.rs
index 500ea8a6..b4cef9f6 100644
--- a/src/io/csv/mod.rs
+++ b/src/io/csv/mod.rs
@@ -29,12 +29,12 @@ use std::path::Path;
 use serde::{Deserialize, Serialize};
 pub use serde_json::Value as JsonValue;
 
-use generic::{GeneralGraph, IdType, MutGraphTrait};
-pub use io::csv::reader::CSVReader;
-pub use io::csv::writer::CSVWriter;
+use crate::generic::{GeneralGraph, IdType, MutGraphTrait};
+pub use crate::io::csv::reader::CSVReader;
+pub use crate::io::csv::writer::CSVWriter;
 
 pub fn write_to_csv<Id, NL, EL, P, L>(
-    g: &GeneralGraph<Id, NL, EL, L>,
+    g: &dyn GeneralGraph<Id, NL, EL, L>,
     path_to_nodes: P,
     path_to_edges: P,
 ) -> Result<()>
diff --git a/src/io/csv/reader.rs b/src/io/csv/reader.rs
index c0bd2179..56d8f968 100644
--- a/src/io/csv/reader.rs
+++ b/src/io/csv/reader.rs
@@ -33,9 +33,9 @@ use csv::ReaderBuilder;
 use serde::Deserialize;
 use serde_json::{from_str, to_value};
 
-use generic::{IdType, Iter, MutGraphTrait};
-use io::csv::record::{EdgeRecord, NodeRecord, PropEdgeRecord, PropNodeRecord};
-use io::csv::JsonValue;
+use crate::generic::{IdType, Iter, MutGraphTrait};
+use crate::io::csv::record::{EdgeRecord, NodeRecord, PropEdgeRecord, PropNodeRecord};
+use crate::io::csv::JsonValue;
 use std::collections::btree_map::BTreeMap;
 
 #[derive(Debug)]
diff --git a/src/io/csv/record.rs b/src/io/csv/record.rs
index e9f747e9..a2ca2496 100644
--- a/src/io/csv/record.rs
+++ b/src/io/csv/record.rs
@@ -26,8 +26,8 @@ use std::marker::PhantomData;
 use serde;
 use serde::de::{self, Deserialize, Deserializer, MapAccess, SeqAccess, Visitor};
 
-use generic::{IdType, MutGraphTrait};
-use io::csv::JsonValue;
+use crate::generic::{IdType, MutGraphTrait};
+use crate::io::csv::JsonValue;
 
 #[derive(Debug, Serialize)]
 pub struct NodeRecord<Id: IdType, N: Hash + Eq> {
diff --git a/src/io/csv/writer.rs b/src/io/csv/writer.rs
index a4537aa4..c8b4bf2c 100644
--- a/src/io/csv/writer.rs
+++ b/src/io/csv/writer.rs
@@ -25,9 +25,9 @@ use std::path::{Path, PathBuf};
 use csv::WriterBuilder;
 use serde::Serialize;
 
-use generic::GeneralGraph;
-use generic::IdType;
-use io::csv::record::{EdgeRecord, NodeRecord};
+use crate::generic::GeneralGraph;
+use crate::generic::IdType;
+use crate::io::csv::record::{EdgeRecord, NodeRecord};
 
 pub struct CSVWriter<'a, Id, NL, EL, L>
 where
@@ -36,7 +36,7 @@ where
     EL: 'a + Hash + Eq + Serialize,
     L: 'a + IdType + Serialize,
 {
-    g: &'a GeneralGraph<Id, NL, EL, L>,
+    g: &'a dyn GeneralGraph<Id, NL, EL, L>,
     path_to_nodes: PathBuf,
     path_to_edges: PathBuf,
     separator: u8,
@@ -51,7 +51,7 @@ where
     L: 'a + IdType + Serialize,
 {
     pub fn new<P: AsRef<Path>>(
-        g: &'a GeneralGraph<Id, NL, EL, L>,
+        g: &'a dyn GeneralGraph<Id, NL, EL, L>,
         path_to_nodes: P,
         path_to_edges: P,
     ) -> Self {
@@ -64,7 +64,7 @@ where
     }
 
     pub fn with_separator<P: AsRef<Path>>(
-        g: &'a GeneralGraph<Id, NL, EL, L>,
+        g: &'a dyn GeneralGraph<Id, NL, EL, L>,
         path_to_nodes: P,
         path_to_edges: P,
         separator: &str,
diff --git a/src/io/mod.rs b/src/io/mod.rs
index 944bbe1a..3a69348c 100644
--- a/src/io/mod.rs
+++ b/src/io/mod.rs
@@ -22,5 +22,5 @@ pub mod csv;
 pub mod mmap;
 pub mod serde;
 
-pub use io::csv::{read_from_csv, write_to_csv};
-pub use io::serde::{Deserialize, Deserializer, Serialize, Serializer};
+pub use crate::io::csv::{read_from_csv, write_to_csv};
+pub use crate::io::serde::{Deserialize, Deserializer, Serialize, Serializer};
diff --git a/src/lib.rs b/src/lib.rs
index 4e17d5e6..28ceb37e 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -18,6 +18,8 @@
  * specific language governing permissions and limitations
  * under the License.
  */
+#![feature(async_await)]
+
 extern crate bincode;
 extern crate counter;
 extern crate csv;
@@ -32,6 +34,8 @@ extern crate rocksdb;
 extern crate serde;
 extern crate serde_cbor;
 extern crate serde_json;
+extern crate tikv_client;
+
 //extern crate sled;
 #[macro_use]
 extern crate log;
@@ -49,7 +53,7 @@ pub mod map;
 pub mod prelude;
 pub mod property;
 
-pub use graph_impl::{DiGraphMap, DiStaticGraph, GraphMap, StaticGraph, UnGraphMap, UnStaticGraph};
+pub use crate::graph_impl::{DiGraphMap, DiStaticGraph, GraphMap, StaticGraph, UnGraphMap, UnStaticGraph};
 
 pub static VERSION: &str = env!("CARGO_PKG_VERSION");
 pub static NAME: &str = env!("CARGO_PKG_NAME");
diff --git a/src/map/mod.rs b/src/map/mod.rs
index 2636a0fc..9bc273e5 100644
--- a/src/map/mod.rs
+++ b/src/map/mod.rs
@@ -23,5 +23,5 @@
 pub mod set_map;
 pub mod vec_map;
 
-pub use map::set_map::SetMap;
-pub use map::vec_map::VecMap;
+pub use crate::map::set_map::SetMap;
+pub use crate::map::vec_map::VecMap;
diff --git a/src/map/set_map.rs b/src/map/set_map.rs
index 0a7929bd..476b6cd0 100644
--- a/src/map/set_map.rs
+++ b/src/map/set_map.rs
@@ -25,9 +25,9 @@ use fxhash::FxBuildHasher;
 use indexmap::IndexSet;
 use serde;
 
-use generic::{Iter, MapTrait, MutMapTrait};
-use io::{Deserialize, Serialize};
-use map::VecMap;
+use crate::generic::{Iter, MapTrait, MutMapTrait};
+use crate::io::{Deserialize, Serialize};
+use crate::map::VecMap;
 
 type FxIndexSet<V> = IndexSet<V, FxBuildHasher>;
 
diff --git a/src/map/vec_map.rs b/src/map/vec_map.rs
index d1c3f0d4..d3dba7c8 100644
--- a/src/map/vec_map.rs
+++ b/src/map/vec_map.rs
@@ -23,9 +23,9 @@ use std::iter::FromIterator;
 
 use serde;
 
-use generic::{Iter, MapTrait, MutMapTrait};
-use io::{Deserialize, Serialize};
-use map::SetMap;
+use crate::generic::{Iter, MapTrait, MutMapTrait};
+use crate::io::{Deserialize, Serialize};
+use crate::map::SetMap;
 
 /// Less efficient but more compact.
 #[derive(Debug, Hash, PartialEq, Eq, Clone, Serialize, Deserialize)]
diff --git a/src/prelude/mod.rs b/src/prelude/mod.rs
index b22a0d37..19f52602 100644
--- a/src/prelude/mod.rs
+++ b/src/prelude/mod.rs
@@ -24,7 +24,7 @@
 //! use rust_graph::prelude::*;
 //! ```
 
-pub use generic::{
+pub use crate::generic::{
     DefaultId, DiGraphTrait, Directed, EdgeTrait, GeneralGraph, GraphLabelTrait, GraphTrait,
     GraphType, IdType, Iter, MapTrait, MutEdgeType, MutGraphLabelTrait, MutGraphTrait, MutMapTrait,
     MutNodeTrait, NodeTrait, UnGraphTrait, Undirected, Void,
diff --git a/src/property/cached_property.rs b/src/property/cached_property.rs
index d302f71f..b3631e0a 100644
--- a/src/property/cached_property.rs
+++ b/src/property/cached_property.rs
@@ -27,8 +27,8 @@ use serde_cbor::from_slice;
 use serde_json::to_value;
 use serde_json::Value as JsonValue;
 
-use generic::{DefaultId, IdType, Iter};
-use property::{PropertyError, PropertyGraph};
+use crate::generic::{DefaultId, IdType, Iter};
+use crate::property::{PropertyError, PropertyGraph};
 
 #[derive(Debug, PartialEq, Clone, Serialize, Deserialize)]
 pub struct CachedProperty<Id: IdType = DefaultId> {
diff --git a/src/property/fake_property.rs b/src/property/fake_property.rs
index eae02325..5994e9d8 100644
--- a/src/property/fake_property.rs
+++ b/src/property/fake_property.rs
@@ -25,8 +25,8 @@ use serde::de::DeserializeOwned;
 use serde::Serialize;
 use serde_json::Value as JsonValue;
 
-use generic::{IdType, Iter};
-use property::{PropertyError, PropertyGraph};
+use crate::generic::{IdType, Iter};
+use crate::property::{PropertyError, PropertyGraph};
 
 #[derive(Debug, PartialEq, Eq, Clone, Serialize, Deserialize)]
 pub struct FakeProperty;
diff --git a/src/property/filter/arithmetic_expression.rs b/src/property/filter/arithmetic_expression.rs
index fce77c54..caf16f92 100644
--- a/src/property/filter/arithmetic_expression.rs
+++ b/src/property/filter/arithmetic_expression.rs
@@ -18,25 +18,25 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-use property::filter::expression_operator::*;
-use property::filter::{Expression, PropertyResult};
+use crate::property::filter::expression_operator::*;
+use crate::property::filter::{Expression, PropertyResult};
 use std::borrow::Cow;
 
 use serde_json::Value as JsonValue;
 
 pub struct ArithmeticExpression {
     // expression on the LHS of operator
-    left: Box<Expression>,
+    left: Box<dyn Expression>,
     // expression on the RHS of operator
-    right: Box<Expression>,
+    right: Box<dyn Expression>,
     // operator used in predicator
     operator: ArithmeticOperator,
 }
 
 impl ArithmeticExpression {
     pub fn new(
-        left: Box<Expression>,
-        right: Box<Expression>,
+        left: Box<dyn Expression>,
+        right: Box<dyn Expression>,
         operator: ArithmeticOperator,
     ) -> Self {
         ArithmeticExpression {
@@ -74,7 +74,7 @@ impl Expression for ArithmeticExpression {
         Ok(Cow::Owned(result))
     }
 
-    fn box_clone(&self) -> Box<Expression> {
+    fn box_clone(&self) -> Box<dyn Expression> {
         Box::new(ArithmeticExpression::new(
             self.left.clone(),
             self.right.clone(),
diff --git a/src/property/filter/edge_property_filter.rs b/src/property/filter/edge_property_filter.rs
index 4688a33b..25bb92a0 100644
--- a/src/property/filter/edge_property_filter.rs
+++ b/src/property/filter/edge_property_filter.rs
@@ -23,14 +23,14 @@
 // 2. build the hash map according to the queried values
 // 3. when running ,first pass the queried id to filter function, then get value with the hashmap.get(id), then pass value to get_result recursion.
 
-use generic::IdType;
-use property::filter::{EdgeCache, Expression, NodeCache, PropertyResult};
-use property::{PropertyCache, PropertyError, PropertyGraph};
+use crate::generic::IdType;
+use crate::property::filter::{EdgeCache, Expression, NodeCache, PropertyResult};
+use crate::property::{PropertyCache, PropertyError, PropertyGraph};
 
 pub fn filter_edge<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>(
     id: (Id, Id),
     property_cache: &mut PropertyCache<Id, PG, NC, EC>,
-    expression: &Expression,
+    expression: &dyn Expression,
 ) -> bool {
     if property_cache.is_disabled() || property_cache.is_edge_disabled() {
         true
@@ -54,7 +54,7 @@ pub fn get_edge_filter_result<
 >(
     id: (Id, Id),
     property_cache: &mut PropertyCache<Id, PG, NC, EC>,
-    expression: &Expression,
+    expression: &dyn Expression,
 ) -> PropertyResult<bool> {
     if expression.is_empty() {
         Ok(true)
diff --git a/src/property/filter/expression_operator.rs b/src/property/filter/expression_operator.rs
index 39387636..c388f88a 100644
--- a/src/property/filter/expression_operator.rs
+++ b/src/property/filter/expression_operator.rs
@@ -19,8 +19,8 @@
  * under the License.
  */
 
-use property::filter::PropertyResult;
-use property::PropertyError;
+use crate::property::filter::PropertyResult;
+use crate::property::PropertyError;
 
 use serde_json::json;
 use serde_json::Value as JsonValue;
diff --git a/src/property/filter/hash_property_cache.rs b/src/property/filter/hash_property_cache.rs
index f06668ad..054e101a 100644
--- a/src/property/filter/hash_property_cache.rs
+++ b/src/property/filter/hash_property_cache.rs
@@ -19,10 +19,10 @@
  * under the License.
  */
 
-use generic::IdType;
+use crate::generic::IdType;
 use hashbrown::HashMap;
-use property::filter::{EdgeCache, NodeCache, PropertyResult};
-use property::PropertyError;
+use crate::property::filter::{EdgeCache, NodeCache, PropertyResult};
+use crate::property::PropertyError;
 
 use serde_json::json;
 use serde_json::Value as JsonValue;
diff --git a/src/property/filter/lru_property_cache.rs b/src/property/filter/lru_property_cache.rs
index eb601680..80703cf0 100644
--- a/src/property/filter/lru_property_cache.rs
+++ b/src/property/filter/lru_property_cache.rs
@@ -18,10 +18,10 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-use generic::IdType;
+use crate::generic::IdType;
 use hashbrown::HashMap;
-use property::filter::{EdgeCache, NodeCache, PropertyResult};
-use property::PropertyError;
+use crate::property::filter::{EdgeCache, NodeCache, PropertyResult};
+use crate::property::PropertyError;
 
 use lru::LruCache;
 use serde_json::json;
diff --git a/src/property/filter/mod.rs b/src/property/filter/mod.rs
index 20f72f5c..aeae5b3b 100644
--- a/src/property/filter/mod.rs
+++ b/src/property/filter/mod.rs
@@ -39,27 +39,27 @@ pub mod predicate_expression;
 pub mod property_cache;
 pub mod value_expression;
 
-use generic::IdType;
+use crate::generic::IdType;
 use serde_json::json;
 use serde_json::Value as JsonValue;
 use std::borrow::Cow;
 
-use property::PropertyError;
+use crate::property::PropertyError;
 
-pub use property::filter::arithmetic_expression::ArithmeticExpression;
-pub use property::filter::edge_property_filter::filter_edge;
-pub use property::filter::expression_operator::{ArithmeticOperator, PredicateOperator};
-pub use property::filter::hash_property_cache::{HashEdgeCache, HashNodeCache};
-pub use property::filter::node_property_filter::filter_node;
-pub use property::filter::predicate_expression::PredicateExpression;
-pub use property::filter::property_cache::PropertyCache;
-pub use property::filter::value_expression::{Const, Var};
+pub use crate::property::filter::arithmetic_expression::ArithmeticExpression;
+pub use crate::property::filter::edge_property_filter::filter_edge;
+pub use crate::property::filter::expression_operator::{ArithmeticOperator, PredicateOperator};
+pub use crate::property::filter::hash_property_cache::{HashEdgeCache, HashNodeCache};
+pub use crate::property::filter::node_property_filter::filter_node;
+pub use crate::property::filter::predicate_expression::PredicateExpression;
+pub use crate::property::filter::property_cache::PropertyCache;
+pub use crate::property::filter::value_expression::{Const, Var};
 //pub use property::filter::lru_cache::LruCache;
-pub use property::filter::lru_property_cache::{LruEdgeCache, LruNodeCache};
+pub use crate::property::filter::lru_property_cache::{LruEdgeCache, LruNodeCache};
 
 pub type PropertyResult<T> = Result<T, PropertyError>;
 
-pub fn empty_expression() -> Box<Expression> {
+pub fn empty_expression() -> Box<dyn Expression> {
     Box::new(Const::new(json!(true)))
 }
 
@@ -67,24 +67,24 @@ pub trait Expression {
     // Get the result of expression as a Json Value.
     fn get_value<'a>(&'a self, var: &'a JsonValue) -> PropertyResult<Cow<'a, JsonValue>>;
 
-    fn box_clone(&self) -> Box<Expression>;
+    fn box_clone(&self) -> Box<dyn Expression>;
 
     fn is_empty(&self) -> bool;
 }
 
-impl Clone for Box<Expression> {
-    fn clone(&self) -> Box<Expression> {
+impl Clone for Box<dyn Expression> {
+    fn clone(&self) -> Box<dyn Expression> {
         self.box_clone()
     }
 }
 
-impl PartialEq for Box<Expression> {
-    fn eq(&self, _other: &Box<Expression>) -> bool {
+impl PartialEq for Box<dyn Expression> {
+    fn eq(&self, _other: &Box<dyn Expression>) -> bool {
         true
     }
 }
 
-impl Eq for Box<Expression> {}
+impl Eq for Box<dyn Expression> {}
 
 pub trait NodeCache<Id: IdType> {
     fn get_mut(&mut self, id: Id) -> PropertyResult<&mut JsonValue>;
diff --git a/src/property/filter/node_property_filter.rs b/src/property/filter/node_property_filter.rs
index 15385545..fbf6aef8 100644
--- a/src/property/filter/node_property_filter.rs
+++ b/src/property/filter/node_property_filter.rs
@@ -19,14 +19,14 @@
  * under the License.
  */
 
-use generic::IdType;
-use property::filter::{EdgeCache, Expression, NodeCache, PropertyResult};
-use property::{PropertyCache, PropertyError, PropertyGraph};
+use crate::generic::IdType;
+use crate::property::filter::{EdgeCache, Expression, NodeCache, PropertyResult};
+use crate::property::{PropertyCache, PropertyError, PropertyGraph};
 
 pub fn filter_node<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>(
     id: Id,
     property_cache: &mut PropertyCache<Id, PG, NC, EC>,
-    expression: &Expression,
+    expression: &dyn Expression,
 ) -> bool {
     if property_cache.is_disabled() || property_cache.is_node_disabled() {
         true
@@ -49,7 +49,7 @@ pub fn get_node_filter_result<
 >(
     id: Id,
     property_cache: &mut PropertyCache<Id, PG, NC, EC>,
-    expression: &Expression,
+    expression: &dyn Expression,
 ) -> PropertyResult<bool> {
     if expression.is_empty() {
         Ok(true)
diff --git a/src/property/filter/predicate_expression.rs b/src/property/filter/predicate_expression.rs
index f649c4a8..33884559 100644
--- a/src/property/filter/predicate_expression.rs
+++ b/src/property/filter/predicate_expression.rs
@@ -18,23 +18,23 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-use property::filter::expression_operator::*;
-use property::filter::{Expression, PropertyResult};
+use crate::property::filter::expression_operator::*;
+use crate::property::filter::{Expression, PropertyResult};
 use std::borrow::Cow;
 
 use serde_json::Value as JsonValue;
 
 pub struct PredicateExpression {
     // expression on the LHS of operator
-    left: Box<Expression>,
+    left: Box<dyn Expression>,
     // expression on the RHS of operator
-    right: Box<Expression>,
+    right: Box<dyn Expression>,
     // operator used in predicator
     operator: PredicateOperator,
 }
 
 impl PredicateExpression {
-    pub fn new(left: Box<Expression>, right: Box<Expression>, operator: PredicateOperator) -> Self {
+    pub fn new(left: Box<dyn Expression>, right: Box<dyn Expression>, operator: PredicateOperator) -> Self {
         PredicateExpression {
             left,
             right,
@@ -80,7 +80,7 @@ impl Expression for PredicateExpression {
         Ok(Cow::Owned(result))
     }
 
-    fn box_clone(&self) -> Box<Expression> {
+    fn box_clone(&self) -> Box<dyn Expression> {
         Box::new(PredicateExpression::new(
             self.left.clone(),
             self.right.clone(),
diff --git a/src/property/filter/property_cache.rs b/src/property/filter/property_cache.rs
index 8254cf9f..f562d45e 100644
--- a/src/property/filter/property_cache.rs
+++ b/src/property/filter/property_cache.rs
@@ -21,9 +21,9 @@
 use std::marker::PhantomData;
 use std::sync::Arc;
 
-use generic::{DefaultId, IdType};
-use property::filter::{EdgeCache, LruEdgeCache, LruNodeCache, NodeCache, PropertyResult};
-use property::{PropertyError, PropertyGraph, RocksProperty};
+use crate::generic::{DefaultId, IdType};
+use crate::property::filter::{EdgeCache, LruEdgeCache, LruNodeCache, NodeCache, PropertyResult};
+use crate::property::{PropertyError, PropertyGraph, RocksProperty};
 
 use serde_json::json;
 use serde_json::Value as JsonValue;
@@ -183,7 +183,7 @@ mod test {
     extern crate tempdir;
 
     use super::*;
-    use property::RocksProperty as DefaultProperty;
+    use crate::property::RocksProperty as DefaultProperty;
     use serde_json::json;
     use std::collections::HashMap;
 
diff --git a/src/property/filter/value_expression.rs b/src/property/filter/value_expression.rs
index 78314bd7..ba2c829d 100644
--- a/src/property/filter/value_expression.rs
+++ b/src/property/filter/value_expression.rs
@@ -18,8 +18,8 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-use property::filter::{Expression, PropertyResult};
-use property::PropertyError;
+use crate::property::filter::{Expression, PropertyResult};
+use crate::property::PropertyError;
 use std::borrow::Cow;
 
 use serde_json::json;
@@ -47,7 +47,7 @@ impl Expression for Var {
         }
     }
 
-    fn box_clone(&self) -> Box<Expression> {
+    fn box_clone(&self) -> Box<dyn Expression> {
         Box::new(Var::new(self.attribute.clone()))
     }
 
@@ -73,7 +73,7 @@ impl Expression for Const {
         Ok(Cow::Borrowed(&self.value))
     }
 
-    fn box_clone(&self) -> Box<Expression> {
+    fn box_clone(&self) -> Box<dyn Expression> {
         Box::new(Const::new(self.value.clone()))
     }
 
diff --git a/src/property/mod.rs b/src/property/mod.rs
index 20e1e0e6..accfc838 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -24,20 +24,21 @@ pub mod filter;
 pub mod property_parser;
 pub mod result_parser;
 pub mod rocks_property;
+pub mod tikv_property;
 //pub mod sled_property;
 
-pub use property::cached_property::CachedProperty;
-pub use property::fake_property::FakeProperty;
-pub use property::filter::PropertyCache;
-pub use property::property_parser::parse_property;
-pub use property::property_parser::parse_property_tree;
-pub use property::property_parser::ExpressionCache;
-pub use property::result_parser::{parse_result_blueprint, NodeElement, ResultBlueprint};
-pub use property::rocks_property::RocksProperty;
+pub use crate::property::cached_property::CachedProperty;
+pub use crate::property::fake_property::FakeProperty;
+pub use crate::property::filter::PropertyCache;
+pub use crate::property::property_parser::parse_property;
+pub use crate::property::property_parser::parse_property_tree;
+pub use crate::property::property_parser::ExpressionCache;
+pub use crate::property::result_parser::{parse_result_blueprint, NodeElement, ResultBlueprint};
+pub use crate::property::rocks_property::RocksProperty;
 //pub use property::sled_property::SledProperty;
 
-use generic::IdType;
-pub use generic::Iter;
+use crate::generic::IdType;
+pub use crate::generic::Iter;
 use serde_json::Value as JsonValue;
 
 pub trait PropertyGraph<Id: IdType> {
@@ -107,6 +108,7 @@ pub enum PropertyError {
     //    SledError(sled::Error<()>),
     ModifyReadOnlyError,
     RocksError(rocksdb::Error),
+    TiKVError(tikv_client::Error),
     BincodeError(std::boxed::Box<bincode::ErrorKind>),
     JsonError(serde_json::Error),
     CborError(serde_cbor::error::Error),
@@ -153,6 +155,12 @@ impl From<serde_cbor::error::Error> for PropertyError {
     }
 }
 
+impl From<tikv_client::Error> for PropertyError {
+    fn from(error: tikv_client::Error) -> Self {
+        PropertyError::TiKVError(error)
+    }
+}
+
 impl From<()> for PropertyError {
     fn from(_error: ()) -> Self {
         PropertyError::UnknownError
diff --git a/src/property/property_parser.rs b/src/property/property_parser.rs
index ed69766a..6606951a 100644
--- a/src/property/property_parser.rs
+++ b/src/property/property_parser.rs
@@ -19,11 +19,11 @@
  * under the License.
  */
 
-use property::filter::{
+use crate::property::filter::{
     empty_expression, ArithmeticExpression, ArithmeticOperator, Const, Expression,
     PredicateExpression, PredicateOperator, PropertyResult, Var,
 };
-use property::PropertyError;
+use crate::property::PropertyError;
 use regex::Regex;
 use serde_json::json;
 use serde_json::Value as JsonValue;
@@ -32,14 +32,14 @@ use std::marker::{Send, Sync};
 
 #[derive(Clone)]
 pub struct ExpressionCache {
-    node_expressions: HashMap<usize, Box<Expression>>,
-    edge_expressions: HashMap<(usize, usize), Box<Expression>>,
+    node_expressions: HashMap<usize, Box<dyn Expression>>,
+    edge_expressions: HashMap<(usize, usize), Box<dyn Expression>>,
 }
 
 impl ExpressionCache {
     pub fn new(
-        node_expressions: HashMap<usize, Box<Expression>>,
-        edge_expressions: HashMap<(usize, usize), Box<Expression>>,
+        node_expressions: HashMap<usize, Box<dyn Expression>>,
+        edge_expressions: HashMap<(usize, usize), Box<dyn Expression>>,
     ) -> Self {
         ExpressionCache {
             node_expressions,
@@ -47,7 +47,7 @@ impl ExpressionCache {
         }
     }
 
-    pub fn get_node_exp(&self, id: usize) -> Option<Box<Expression>> {
+    pub fn get_node_exp(&self, id: usize) -> Option<Box<dyn Expression>> {
         if self.node_expressions.contains_key(&id) {
             Some(self.node_expressions[&id].box_clone())
         } else {
@@ -55,7 +55,7 @@ impl ExpressionCache {
         }
     }
 
-    pub fn get_edge_exp(&self, src: usize, dst: usize) -> Option<Box<Expression>> {
+    pub fn get_edge_exp(&self, src: usize, dst: usize) -> Option<Box<dyn Expression>> {
         if self.edge_expressions.contains_key(&(src, dst)) {
             Some(self.edge_expressions[&(src, dst)].box_clone())
         } else {
@@ -129,7 +129,7 @@ fn is_directed(cypher_tree: Vec<&str>) -> bool {
     false
 }
 
-pub fn parse_property(cypher_tree: Vec<&str>) -> HashMap<String, Box<Expression>> {
+pub fn parse_property(cypher_tree: Vec<&str>) -> HashMap<String, Box<dyn Expression>> {
     let mut root: usize = cypher_tree.len();
     let mut count: usize = 0;
     let mut result = HashMap::new();
@@ -198,7 +198,7 @@ pub fn recursive_parser(
     cypher_tree: &[&str],
     index: usize,
     var: &str,
-) -> PropertyResult<Box<Expression>> {
+) -> PropertyResult<Box<dyn Expression>> {
     if let Some(result) = match_val(cypher_tree, index, var)? {
         return Ok(result);
     } else if let Some(result) = match_var(cypher_tree, index, var)? {
@@ -214,7 +214,7 @@ fn match_operator(
     cypher_tree: &[&str],
     index: usize,
     var: &str,
-) -> PropertyResult<Option<Box<Expression>>> {
+) -> PropertyResult<Option<Box<dyn Expression>>> {
     let syntax: &str = cypher_tree[index];
     let re =
         Regex::new(r">.+\s+@(?P<left_index>\w+) (?P<operator>\S+) @(?P<right_index>\w+)").unwrap();
@@ -278,7 +278,7 @@ fn match_val(
     cypher_tree: &[&str],
     index: usize,
     _var: &str,
-) -> PropertyResult<Option<Box<Expression>>> {
+) -> PropertyResult<Option<Box<dyn Expression>>> {
     let syntax: &str = cypher_tree[index];
     let re = Regex::new(r"> (?P<type_name>\w+)\W+?(?P<value>[\w.]+)").unwrap();
     if let Some(caps) = re.captures(syntax) {
@@ -309,7 +309,7 @@ fn match_var(
     cypher_tree: &[&str],
     index: usize,
     var: &str,
-) -> PropertyResult<Option<Box<Expression>>> {
+) -> PropertyResult<Option<Box<dyn Expression>>> {
     let syntax: &str = cypher_tree[index];
     let re = Regex::new(r"> property\s+@(?P<var_index>\w+)\.@(?P<attribute_index>\w+)").unwrap();
     if let Some(caps) = re.captures(syntax) {
diff --git a/src/property/result_parser.rs b/src/property/result_parser.rs
index 6c3aef00..b8d13921 100644
--- a/src/property/result_parser.rs
+++ b/src/property/result_parser.rs
@@ -19,15 +19,15 @@
  * under the License.
  */
 
-use property::filter::{Expression, Var};
-use property::property_parser::recursive_parser;
+use crate::property::filter::{Expression, Var};
+use crate::property::property_parser::recursive_parser;
 use regex::Regex;
 use std::marker::{Send, Sync};
 
 #[derive(Clone)]
 pub enum NodeElement {
     Star(usize),
-    Exp(usize, Box<Expression>),
+    Exp(usize, Box<dyn Expression>),
     Count(usize),
 }
 
diff --git a/src/property/rocks_property.rs b/src/property/rocks_property.rs
index 38256231..d7f697cf 100644
--- a/src/property/rocks_property.rs
+++ b/src/property/rocks_property.rs
@@ -32,8 +32,8 @@ use serde_cbor::{from_slice, to_vec};
 use serde_json::to_value;
 use serde_json::Value as JsonValue;
 
-use generic::{IdType, Iter};
-use property::{PropertyError, PropertyGraph};
+use crate::generic::{IdType, Iter};
+use crate::property::{PropertyError, PropertyGraph};
 
 pub struct RocksProperty {
     node_property: Tree,
diff --git a/src/property/tikv_property.rs b/src/property/tikv_property.rs
new file mode 100644
index 00000000..64c0f2c4
--- /dev/null
+++ b/src/property/tikv_property.rs
@@ -0,0 +1,41 @@
+use tikv_client::Config;
+use crate::property::PropertyError;
+use tikv_client::raw::Client;
+
+pub struct TikvProperty {
+    config: Config
+}
+
+impl TikvProperty {
+    pub fn new(config: Config) -> Result<Self, PropertyError> {
+        Ok(TikvProperty {
+            config
+        })
+    }
+}
+
+#[cfg(test)]
+mod test {
+    extern crate tikv_client;
+
+    use tikv_client::{*};
+    use tikv_client::raw::Client;
+
+    #[test]
+    fn test_tikv_put_get() {
+        futures::executor::block_on(
+            async {
+                let connect = Client::connect(Config::new(vec!["192.168.2.2"]));
+                let client = connect.await.unwrap();
+                const KEY: &str = "Tikv";
+                const VALUE: &str = "Rust";
+                client.put(KEY.to_owned(), VALUE.to_owned()).await.unwrap();
+                println!("Put key {:?}, value {:?}.", KEY, VALUE);
+
+                let value: Option<Value> = client.get(KEY.to_owned()).await?;
+                assert_eq!(value, Some(Value::from(VALUE.to_owned())));
+                println!("Get key `{}` returned value {:?}.", KEY, value);
+            }
+        );
+    }
+}
\ No newline at end of file
diff --git a/tests/algorithm.rs b/tests/algorithm.rs
index 4e787638..c7ccd8af 100644
--- a/tests/algorithm.rs
+++ b/tests/algorithm.rs
@@ -417,8 +417,8 @@ fn test_graph_add_undirected_graphs() {
     graph1.add_node(4, Some(3));
     graph1.add_edge(3, 4, Some(20));
 
-    let box0: Box<GeneralGraph<DefaultId, u32>> = Box::new(graph0);
-    let box1: Box<GeneralGraph<DefaultId, u32>> = Box::new(graph1);
+    let box0: Box<dyn GeneralGraph<DefaultId, u32>> = Box::new(graph0);
+    let box1: Box<dyn GeneralGraph<DefaultId, u32>> = Box::new(graph1);
     let result_graph = box0 + box1;
 
     assert_eq!(result_graph.node_count(), 4);
@@ -461,8 +461,8 @@ fn test_graph_add_boxed_directed_generalgraphs() {
     graph1.add_node(4, Some(3));
     graph1.add_edge(3, 4, Some(20));
 
-    let box0: Box<GeneralGraph<DefaultId, u32>> = Box::new(graph0);
-    let box1: Box<GeneralGraph<DefaultId, u32>> = Box::new(graph1);
+    let box0: Box<dyn GeneralGraph<DefaultId, u32>> = Box::new(graph0);
+    let box1: Box<dyn GeneralGraph<DefaultId, u32>> = Box::new(graph1);
     let result_graph = box0 + box1;
 
     assert_eq!(result_graph.node_count(), 4);
@@ -505,8 +505,8 @@ fn test_graph_add_boxed_undirected_generalgraphs() {
     graph1.add_node(4, Some(3));
     graph1.add_edge(3, 4, Some(20));
 
-    let box0: Box<GeneralGraph<DefaultId, u32>> = Box::new(graph0);
-    let box1: Box<GeneralGraph<DefaultId, u32>> = Box::new(graph1);
+    let box0: Box<dyn GeneralGraph<DefaultId, u32>> = Box::new(graph0);
+    let box1: Box<dyn GeneralGraph<DefaultId, u32>> = Box::new(graph1);
     let result_graph = box0 + box1;
 
     assert_eq!(result_graph.node_count(), 4);
@@ -861,8 +861,8 @@ fn test_graph_sub_boxed_directed_generalgraphs() {
     graph1.add_node(4, Some(3));
     graph1.add_edge(3, 4, Some(20));
 
-    let box0: Box<GeneralGraph<DefaultId, u32>> = Box::new(graph0);
-    let box1: Box<GeneralGraph<DefaultId, u32>> = Box::new(graph1);
+    let box0: Box<dyn GeneralGraph<DefaultId, u32>> = Box::new(graph0);
+    let box1: Box<dyn GeneralGraph<DefaultId, u32>> = Box::new(graph1);
     let result_graph = box0 - box1;
 
     assert_eq!(result_graph.node_count(), 2);
@@ -908,8 +908,8 @@ fn test_graph_sub_boxed_undirected_generalgraphs() {
     graph1.add_node(4, Some(3));
     graph1.add_edge(3, 4, Some(20));
 
-    let box0: Box<GeneralGraph<DefaultId, u32>> = Box::new(graph0);
-    let box1: Box<GeneralGraph<DefaultId, u32>> = Box::new(graph1);
+    let box0: Box<dyn GeneralGraph<DefaultId, u32>> = Box::new(graph0);
+    let box1: Box<dyn GeneralGraph<DefaultId, u32>> = Box::new(graph1);
     let result_graph = box0 - box1;
 
     assert_eq!(result_graph.node_count(), 2);

From 8d8e488aab3dbfd3059f28a6be9b3a555903f1c1 Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Mon, 29 Jul 2019 13:06:31 +1000
Subject: [PATCH 318/391] move hdfs dependency to a separate repo

---
 Cargo.toml                                    |   3 +-
 src/io/hdfs/hdfs_lib/Cargo.toml               |  17 -
 src/io/hdfs/hdfs_lib/build.rs                 |   4 -
 src/io/hdfs/hdfs_lib/src/dfs.rs               | 811 -----------------
 src/io/hdfs/hdfs_lib/src/err.rs               |  39 -
 src/io/hdfs/hdfs_lib/src/lib.rs               | 104 ---
 src/io/hdfs/hdfs_lib/src/libhdfs/exception.h  | 157 ----
 src/io/hdfs/hdfs_lib/src/libhdfs/hdfs.h       | 811 -----------------
 src/io/hdfs/hdfs_lib/src/libhdfs/jni_helper.h | 161 ----
 src/io/hdfs/hdfs_lib/src/libhdfs/platform.h   |  34 -
 src/io/hdfs/hdfs_lib/src/native.rs            | 827 ------------------
 src/io/hdfs/hdfs_lib/src/native/libhdfs.a     | Bin 475008 -> 0 bytes
 src/io/hdfs/hdfs_lib/src/native/libhdfs.so    |   1 -
 .../hdfs/hdfs_lib/src/native/libhdfs.so.0.0.0 | Bin 297296 -> 0 bytes
 src/io/hdfs/hdfs_lib/src/util.rs              |  83 --
 15 files changed, 2 insertions(+), 3050 deletions(-)
 delete mode 100644 src/io/hdfs/hdfs_lib/Cargo.toml
 delete mode 100644 src/io/hdfs/hdfs_lib/build.rs
 delete mode 100644 src/io/hdfs/hdfs_lib/src/dfs.rs
 delete mode 100644 src/io/hdfs/hdfs_lib/src/err.rs
 delete mode 100644 src/io/hdfs/hdfs_lib/src/lib.rs
 delete mode 100644 src/io/hdfs/hdfs_lib/src/libhdfs/exception.h
 delete mode 100644 src/io/hdfs/hdfs_lib/src/libhdfs/hdfs.h
 delete mode 100644 src/io/hdfs/hdfs_lib/src/libhdfs/jni_helper.h
 delete mode 100644 src/io/hdfs/hdfs_lib/src/libhdfs/platform.h
 delete mode 100644 src/io/hdfs/hdfs_lib/src/native.rs
 delete mode 100644 src/io/hdfs/hdfs_lib/src/native/libhdfs.a
 delete mode 120000 src/io/hdfs/hdfs_lib/src/native/libhdfs.so
 delete mode 100755 src/io/hdfs/hdfs_lib/src/native/libhdfs.so.0.0.0
 delete mode 100644 src/io/hdfs/hdfs_lib/src/util.rs

diff --git a/Cargo.toml b/Cargo.toml
index 7ae924c6..bc7633d3 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -28,8 +28,9 @@ fxhash = "0.2.1"
 rocksdb = "0.12.2"
 lru = "0.1.15"
 scoped_threadpool = "0.1.9"
-hdfs={path="src//io//hdfs//hdfs_lib"}
 
+[dependencies.hdfs]
+git="https://github.com/UNSW-database/hdfs-rs.git"
 
 [dev-dependencies]
 tempfile = "3.0.4"
diff --git a/src/io/hdfs/hdfs_lib/Cargo.toml b/src/io/hdfs/hdfs_lib/Cargo.toml
deleted file mode 100644
index a6c01378..00000000
--- a/src/io/hdfs/hdfs_lib/Cargo.toml
+++ /dev/null
@@ -1,17 +0,0 @@
-[package]
-name = "hdfs"
-version = "0.0.4"
-build = "build.rs"
-
-[lib]
-name = "hdfs"
-path = "src/lib.rs"
-
-[dependencies]
-itertools = "0.4.1"
-libc = "0.1.10"
-log = "0.3.2"
-url = "0.2.37"
-
-[build-dependencies]
-cc = "1.0.38"
diff --git a/src/io/hdfs/hdfs_lib/build.rs b/src/io/hdfs/hdfs_lib/build.rs
deleted file mode 100644
index fc8fb101..00000000
--- a/src/io/hdfs/hdfs_lib/build.rs
+++ /dev/null
@@ -1,4 +0,0 @@
-fn main() {
-    //Passing environment variable to compiler to prompt the static and shared library path
-    println!("cargo:rustc-link-search=native=src/io/hdfs/hdfs_lib/src/native");
-}
\ No newline at end of file
diff --git a/src/io/hdfs/hdfs_lib/src/dfs.rs b/src/io/hdfs/hdfs_lib/src/dfs.rs
deleted file mode 100644
index f90e6f6d..00000000
--- a/src/io/hdfs/hdfs_lib/src/dfs.rs
+++ /dev/null
@@ -1,811 +0,0 @@
-use std::collections::HashMap;
-use std::ffi::CString;
-use std::marker::PhantomData;
-use std::rc::Rc;
-use std::slice;
-use std::string::String;
-use std::sync::Mutex;
-use std::{io, mem};
-
-use libc::{c_char, c_int, c_short, c_void, int16_t, int32_t, int64_t, time_t};
-use url::{SchemeType, UrlParser};
-
-use err::HdfsErr;
-use native::*;
-use std::io::{Error, ErrorKind};
-use std::result::Result::Err;
-use util::{bool_to_c_int, chars_to_str, str_to_chars};
-
-const O_RDONLY: c_int = 0;
-const O_WRONLY: c_int = 1;
-const O_APPEND: c_int = 1024;
-
-/// Options for zero-copy read
-pub struct RzOptions {
-    ptr: *const hadoopRzOptions,
-}
-
-impl Drop for RzOptions {
-    fn drop(&mut self) {
-        unsafe { hadoopRzOptionsFree(self.ptr) }
-    }
-}
-
-impl RzOptions {
-    pub fn new() -> RzOptions {
-        RzOptions {
-            ptr: unsafe { hadoopRzOptionsAlloc() },
-        }
-    }
-
-    pub fn skip_checksum(&self, skip: bool) -> Result<bool, HdfsErr> {
-        let res = unsafe { hadoopRzOptionsSetSkipChecksum(self.ptr, bool_to_c_int(skip)) };
-
-        if res == 0 {
-            Ok(true)
-        } else {
-            Err(HdfsErr::Unknown)
-        }
-    }
-
-    pub fn set_bytebuffer_pool(&self, class_name: &str) -> Result<bool, HdfsErr> {
-        let res = unsafe {
-            let mut s_class_name = String::from(class_name);
-            hadoopRzOptionsSetByteBufferPool(self.ptr, str_to_chars(&mut s_class_name))
-        };
-
-        if res == 0 {
-            Ok(true)
-        } else {
-            Err(HdfsErr::Unknown)
-        }
-    }
-}
-
-/// A buffer returned from zero-copy read.
-/// This buffer will be automatically freed when its lifetime is finished.
-pub struct RzBuffer<'a> {
-    file: &'a HdfsFile<'a>,
-    ptr: *const hadoopRzBuffer,
-}
-
-impl<'a> Drop for RzBuffer<'a> {
-    fn drop(&mut self) {
-        unsafe { hadoopRzBufferFree(self.file.file, self.ptr) }
-    }
-}
-
-impl<'a> RzBuffer<'a> {
-    /// Get the length of a raw buffer returned from zero-copy read.
-    pub fn len(&self) -> i32 {
-        (unsafe { hadoopRzBufferLength(self.ptr) }) as i32
-    }
-
-    /// Get a pointer to the raw buffer returned from zero-copy read.
-    pub fn as_ptr(&self) -> Result<*const u8, HdfsErr> {
-        let ptr = unsafe { hadoopRzBufferGet(self.ptr) };
-
-        if !ptr.is_null() {
-            Ok(ptr as *const u8)
-        } else {
-            Err(HdfsErr::Unknown)
-        }
-    }
-
-    /// Get a Slice transformed from a raw buffer
-    pub fn as_slice(&'a self) -> Result<&[u8], HdfsErr> {
-        let ptr = unsafe { hadoopRzBufferGet(self.ptr) as *const u8 };
-
-        let len = unsafe { hadoopRzBufferLength(self.ptr) as usize };
-
-        if !ptr.is_null() {
-            Ok(unsafe { mem::transmute(slice::from_raw_parts(ptr, len as usize)) })
-        } else {
-            Err(HdfsErr::Unknown)
-        }
-    }
-}
-
-/// Includes hostnames where a particular block of a file is stored.
-pub struct BlockHosts {
-    ptr: *const *const *const c_char,
-}
-
-impl Drop for BlockHosts {
-    fn drop(&mut self) {
-        unsafe { hdfsFreeHosts(self.ptr) };
-    }
-}
-
-/// Safely deallocable hdfsFileInfo pointer
-struct HdfsFileInfoPtr {
-    pub ptr: *const hdfsFileInfo,
-    pub len: i32,
-}
-
-/// for safe deallocation
-impl<'a> Drop for HdfsFileInfoPtr {
-    fn drop(&mut self) {
-        unsafe { hdfsFreeFileInfo(self.ptr, self.len) };
-    }
-}
-
-impl HdfsFileInfoPtr {
-    fn new(ptr: *const hdfsFileInfo) -> HdfsFileInfoPtr {
-        HdfsFileInfoPtr { ptr: ptr, len: 1 }
-    }
-
-    pub fn new_array(ptr: *const hdfsFileInfo, len: i32) -> HdfsFileInfoPtr {
-        HdfsFileInfoPtr { ptr: ptr, len: len }
-    }
-}
-
-/// Interface that represents the client side information for a file or directory.
-pub struct FileStatus<'a> {
-    raw: Rc<HdfsFileInfoPtr>,
-    idx: u32,
-    _marker: PhantomData<&'a ()>,
-}
-
-impl<'a> FileStatus<'a> {
-    #[inline]
-    /// create FileStatus from *const hdfsFileInfo
-    fn new(ptr: *const hdfsFileInfo) -> FileStatus<'a> {
-        FileStatus {
-            raw: Rc::new(HdfsFileInfoPtr::new(ptr)),
-            idx: 0,
-            _marker: PhantomData,
-        }
-    }
-
-    /// create FileStatus from *const hdfsFileInfo which points
-    /// to dynamically allocated array.
-    #[inline]
-    fn from_array(raw: Rc<HdfsFileInfoPtr>, idx: u32) -> FileStatus<'a> {
-        FileStatus {
-            raw: raw,
-            idx: idx,
-            _marker: PhantomData,
-        }
-    }
-
-    #[inline]
-    fn ptr(&self) -> *const hdfsFileInfo {
-        unsafe { self.raw.ptr.offset(self.idx as isize) }
-    }
-
-    /// Get the name of the file
-    #[inline]
-    pub fn name(&self) -> &'a str {
-        chars_to_str(unsafe { &*self.ptr() }.mName)
-    }
-
-    /// Is this a file?
-    #[inline]
-    pub fn is_file(&self) -> bool {
-        match unsafe { &*self.ptr() }.mKind {
-            tObjectKind::kObjectKindFile => true,
-            tObjectKind::kObjectKindDirectory => false,
-        }
-    }
-
-    /// Is this a directory?
-    #[inline]
-    pub fn is_directory(&self) -> bool {
-        match unsafe { &*self.ptr() }.mKind {
-            tObjectKind::kObjectKindFile => false,
-            tObjectKind::kObjectKindDirectory => true,
-        }
-    }
-
-    /// Get the owner of the file
-    #[inline]
-    pub fn owner(&self) -> &'a str {
-        chars_to_str(unsafe { &*self.ptr() }.mOwner)
-    }
-
-    /// Get the group associated with the file
-    #[inline]
-    pub fn group(&self) -> &'a str {
-        chars_to_str(unsafe { &*self.ptr() }.mGroup)
-    }
-
-    /// Get the permissions associated with the file
-    #[inline]
-    pub fn permission(&self) -> i16 {
-        unsafe { &*self.ptr() }.mPermissions as i16
-    }
-
-    /// Get the length of this file, in bytes.
-    #[inline]
-    pub fn len(&self) -> usize {
-        unsafe { &*self.ptr() }.mSize as usize
-    }
-
-    /// Get the block size of the file.
-    #[inline]
-    pub fn block_size(&self) -> usize {
-        unsafe { &*self.ptr() }.mBlockSize as usize
-    }
-
-    /// Get the replication factor of a file.
-    #[inline]
-    pub fn replica_count(&self) -> i16 {
-        unsafe { &*self.ptr() }.mReplication as i16
-    }
-
-    /// Get the last modification time for the file in seconds
-    #[inline]
-    pub fn last_modified(&self) -> time_t {
-        unsafe { &*self.ptr() }.mLastMod
-    }
-
-    /// Get the last access time for the file in seconds
-    #[inline]
-    pub fn last_accced(&self) -> time_t {
-        unsafe { &*self.ptr() }.mLastAccess
-    }
-}
-
-/// Hdfs Filesystem
-///
-/// It is basically thread safe because the native API for hdfsFs is thread-safe.
-#[derive(Clone)]
-pub struct HdfsFs<'a> {
-    url: String,
-    raw: *const hdfsFS,
-    _marker: PhantomData<&'a ()>,
-}
-
-impl<'a> HdfsFs<'a> {
-    /// create HdfsFs instance. Please use HdfsFsCache rather than using this API directly.
-    #[inline]
-    fn new(url: String, raw: *const hdfsFS) -> HdfsFs<'a> {
-        HdfsFs {
-            url: url,
-            raw: raw,
-            _marker: PhantomData,
-        }
-    }
-
-    /// Get HDFS namenode url
-    #[inline]
-    pub fn url(&self) -> &str {
-        &self.url
-    }
-
-    /// Get a raw pointer of JNI API's HdfsFs
-    #[inline]
-    pub fn raw(&self) -> *const hdfsFS {
-        self.raw
-    }
-
-    /// Open a file for append
-    pub fn append(&self, path: &str) -> Result<HdfsFile, HdfsErr> {
-        if !self.exist(path) {
-            return Err(HdfsErr::FileNotFound(path.to_owned()));
-        }
-
-        let file = unsafe {
-            let mut s_path = String::from(path);
-            hdfsOpenFile(self.raw, str_to_chars(&mut s_path), O_APPEND, 0, 0, 0)
-        };
-
-        if file.is_null() {
-            Err(HdfsErr::Unknown)
-        } else {
-            Ok(HdfsFile {
-                fs: self,
-                path: path.to_owned(),
-                file: file,
-            })
-        }
-    }
-
-    /// set permission
-    pub fn chmod(&self, path: &str, mode: i16) -> bool {
-        (unsafe {
-            let mut s_path = String::from(path);
-            hdfsChmod(self.raw, str_to_chars(&mut s_path), mode as c_short)
-        }) == 0
-    }
-
-    pub fn chown(&self, path: &str, owner: &str, group: &str) -> bool {
-        (unsafe {
-            let mut s_path = String::from(path);
-            let mut s_own = String::from(owner);
-            let mut s_group = String::from(group);
-            hdfsChown(
-                self.raw,
-                str_to_chars(&mut s_path),
-                str_to_chars(&mut s_own),
-                str_to_chars(&mut s_group),
-            )
-        }) == 0
-    }
-
-    #[inline]
-    pub fn create(&self, path: &str) -> Result<HdfsFile, HdfsErr> {
-        self.create_with_params(path, false, 0, 0, 0)
-    }
-
-    #[inline]
-    pub fn create_with_overwrite(&self, path: &str, overwrite: bool) -> Result<HdfsFile, HdfsErr> {
-        self.create_with_params(path, overwrite, 0, 0, 0)
-    }
-
-    pub fn create_with_params(
-        &'a self,
-        path: &str,
-        overwrite: bool,
-        buf_size: i32,
-        replica_num: i16,
-        block_size: i32,
-    ) -> Result<HdfsFile, HdfsErr> {
-        if !overwrite && self.exist(path) {
-            return Err(HdfsErr::FileAlreadyExists(path.to_owned()));
-        }
-
-        let file = unsafe {
-            let mut s_path = String::from(path);
-            hdfsOpenFile(
-                self.raw,
-                str_to_chars(&mut s_path),
-                O_WRONLY,
-                buf_size as c_int,
-                replica_num as c_short,
-                block_size as int32_t,
-            )
-        };
-
-        if file.is_null() {
-            Err(HdfsErr::Unknown)
-        } else {
-            Ok(HdfsFile {
-                fs: self,
-                path: path.to_owned(),
-                file: file,
-            })
-        }
-    }
-
-    /// Get the default blocksize.
-    pub fn default_blocksize(&self) -> Result<usize, HdfsErr> {
-        let block_sz = unsafe { hdfsGetDefaultBlockSize(self.raw) };
-
-        if block_sz > 0 {
-            Ok(block_sz as usize)
-        } else {
-            Err(HdfsErr::Unknown)
-        }
-    }
-
-    /// Get the default blocksize at the filesystem indicated by a given path.
-    pub fn block_size(&self, path: &str) -> Result<usize, HdfsErr> {
-        let block_sz = unsafe {
-            let mut s_path = String::from(path);
-            hdfsGetDefaultBlockSizeAtPath(self.raw, str_to_chars(&mut s_path))
-        };
-
-        if block_sz > 0 {
-            Ok(block_sz as usize)
-        } else {
-            Err(HdfsErr::Unknown)
-        }
-    }
-
-    /// Return the raw capacity of the filesystem.
-    pub fn capacity(&self) -> Result<usize, HdfsErr> {
-        let block_sz = unsafe { hdfsGetCapacity(self.raw) };
-
-        if block_sz > 0 {
-            Ok(block_sz as usize)
-        } else {
-            Err(HdfsErr::Unknown)
-        }
-    }
-
-    /// Delete file.
-    pub fn delete(&self, path: &str, recursive: bool) -> Result<bool, HdfsErr> {
-        let res = unsafe {
-            let mut s_path = String::from(path);
-            hdfsDelete(self.raw, str_to_chars(&mut s_path), recursive as c_int)
-        };
-
-        if res == 0 {
-            Ok(true)
-        } else {
-            Err(HdfsErr::Unknown)
-        }
-    }
-
-    /// Checks if a given path exsits on the filesystem
-    pub fn exist(&self, path: &str) -> bool {
-        let path = CString::new(path.as_bytes()).unwrap();
-        if unsafe { hdfsExists(self.raw, path.as_ptr()) } == 0 {
-            true
-        } else {
-            false
-        }
-    }
-
-    /// Get hostnames where a particular block (determined by
-    /// pos & blocksize) of a file is stored. The last element in the array
-    /// is NULL. Due to replication, a single block could be present on
-    /// multiple hosts.
-    pub fn get_hosts(
-        &self,
-        path: &str,
-        start: usize,
-        length: usize,
-    ) -> Result<BlockHosts, HdfsErr> {
-        let ptr = unsafe {
-            let mut s_path = String::from(path);
-            hdfsGetHosts(
-                self.raw,
-                str_to_chars(&mut s_path),
-                start as int64_t,
-                length as int64_t,
-            )
-        };
-
-        if !ptr.is_null() {
-            Ok(BlockHosts { ptr: ptr })
-        } else {
-            Err(HdfsErr::Unknown)
-        }
-    }
-
-    /// create a directory
-    pub fn mkdir(&self, path: &str) -> Result<bool, HdfsErr> {
-        if unsafe {
-            let mut s_path = String::from(path);
-            hdfsCreateDirectory(self.raw, str_to_chars(&mut s_path))
-        } == 0
-        {
-            Ok(true)
-        } else {
-            Err(HdfsErr::Unknown)
-        }
-    }
-
-    /// open a file to read
-    #[inline]
-    pub fn open(&self, path: &str) -> Result<HdfsFile, HdfsErr> {
-        self.open_with_bufsize(path, 0)
-    }
-
-    /// open a file to read with a buffer size
-    pub fn open_with_bufsize(&self, path: &str, buf_size: i32) -> Result<HdfsFile, HdfsErr> {
-        let file = unsafe {
-            let mut s_path = String::from(path);
-            hdfsOpenFile(
-                self.raw,
-                str_to_chars(&mut s_path),
-                O_RDONLY,
-                buf_size as c_int,
-                0,
-                0,
-            )
-        };
-
-        if file.is_null() {
-            Err(HdfsErr::Unknown)
-        } else {
-            Ok(HdfsFile {
-                fs: self,
-                path: path.to_owned(),
-                file: file,
-            })
-        }
-    }
-
-    /// Set the replication of the specified file to the supplied value
-    pub fn set_replication(&self, path: &str, num: i16) -> Result<bool, HdfsErr> {
-        let res = unsafe {
-            let mut s_path = String::from(path);
-            hdfsSetReplication(self.raw, str_to_chars(&mut s_path), num as int16_t)
-        };
-
-        if res == 0 {
-            Ok(true)
-        } else {
-            Err(HdfsErr::Unknown)
-        }
-    }
-
-    /// Rename file.
-    pub fn rename(&self, old_path: &str, new_path: &str) -> Result<bool, HdfsErr> {
-        let res = unsafe {
-            let mut s_old_path = String::from(old_path);
-            let mut s_new_path = String::from(new_path);
-            hdfsRename(
-                self.raw,
-                str_to_chars(&mut s_old_path),
-                str_to_chars(&mut s_new_path),
-            )
-        };
-
-        if res == 0 {
-            Ok(true)
-        } else {
-            Err(HdfsErr::Unknown)
-        }
-    }
-
-    /// Return the total raw size of all files in the filesystem.
-    pub fn used(&self) -> Result<usize, HdfsErr> {
-        let block_sz = unsafe { hdfsGetUsed(self.raw) };
-
-        if block_sz > 0 {
-            Ok(block_sz as usize)
-        } else {
-            Err(HdfsErr::Unknown)
-        }
-    }
-
-    pub fn list_status(&self, path: &str) -> Result<Vec<FileStatus>, HdfsErr> {
-        let mut entry_num: c_int = 0;
-
-        let ptr = unsafe {
-            let mut s_path = String::from(path);
-            hdfsListDirectory(self.raw, str_to_chars(&mut s_path), &mut entry_num)
-        };
-
-        if ptr.is_null() {
-            return Err(HdfsErr::Unknown);
-        }
-
-        let shared_ptr = Rc::new(HdfsFileInfoPtr::new_array(ptr, entry_num));
-
-        let mut list = Vec::new();
-        for idx in 0..entry_num {
-            list.push(FileStatus::from_array(shared_ptr.clone(), idx as u32));
-        }
-
-        Ok(list)
-    }
-
-    pub fn get_file_status(&self, path: &str) -> Result<FileStatus, HdfsErr> {
-        let ptr = unsafe {
-            let mut s_path = String::from(path);
-            hdfsGetPathInfo(self.raw, str_to_chars(&mut s_path))
-        };
-
-        if ptr.is_null() {
-            Err(HdfsErr::Unknown)
-        } else {
-            Ok(FileStatus::new(ptr))
-        }
-    }
-}
-
-/// open hdfs file
-pub struct HdfsFile<'a> {
-    fs: &'a HdfsFs<'a>,
-    path: String,
-    file: *const hdfsFile,
-}
-
-impl<'a> io::Read for HdfsFile<'a> {
-    fn read(&mut self, buf: &mut [u8]) -> Result<usize, Error> {
-        let read_len = unsafe {
-            hdfsRead(
-                self.fs.raw,
-                self.file,
-                buf.as_ptr() as *mut c_void,
-                buf.len() as tSize,
-            )
-        };
-        if read_len >= 0 {
-            Ok(read_len as usize)
-        } else {
-            Err(Error::new(ErrorKind::Other, HdfsErr::Unknown))
-        }
-    }
-}
-
-impl<'a> HdfsFile<'a> {
-    pub fn available(&self) -> Result<bool, HdfsErr> {
-        if unsafe { hdfsAvailable(self.fs.raw, self.file) } == 0 {
-            Ok(true)
-        } else {
-            Err(HdfsErr::Unknown)
-        }
-    }
-
-    /// Close the opened file
-    pub fn close(&self) -> Result<bool, HdfsErr> {
-        if unsafe { hdfsCloseFile(self.fs.raw, self.file) } == 0 {
-            Ok(true)
-        } else {
-            Err(HdfsErr::Unknown)
-        }
-    }
-
-    /// Flush the data.
-    pub fn flush(&self) -> bool {
-        (unsafe { hdfsFlush(self.fs.raw, self.file) }) == 0
-    }
-
-    /// Flush out the data in client's user buffer. After the return of this
-    /// call, new readers will see the data.
-    pub fn hflush(&self) -> bool {
-        (unsafe { hdfsHFlush(self.fs.raw, self.file) }) == 0
-    }
-
-    /// Similar to posix fsync, Flush out the data in client's
-    /// user buffer. all the way to the disk device (but the disk may have
-    /// it in its cache).
-    pub fn hsync(&self) -> bool {
-        (unsafe { hdfsHSync(self.fs.raw, self.file) }) == 0
-    }
-
-    /// Determine if a file is open for read.
-    pub fn is_readable(&self) -> bool {
-        (unsafe { hdfsFileIsOpenForRead(self.file) }) == 1
-    }
-
-    /// Determine if a file is open for write.
-    pub fn is_writable(&self) -> bool {
-        (unsafe { hdfsFileIsOpenForWrite(self.file) }) == 1
-    }
-
-    /// Return a file path
-    pub fn path(&'a self) -> &'a str {
-        &self.path
-    }
-
-    /// Get the current offset in the file, in bytes.
-    pub fn pos(&self) -> Result<u64, HdfsErr> {
-        let pos = unsafe { hdfsTell(self.fs.raw, self.file) };
-
-        if pos > 0 {
-            Ok(pos as u64)
-        } else {
-            Err(HdfsErr::Unknown)
-        }
-    }
-
-    /// Positional read of data from an open file.
-    pub fn read_with_pos(&self, pos: i64, buf: &mut [u8]) -> Result<i32, HdfsErr> {
-        let read_len = unsafe {
-            hdfsPread(
-                self.fs.raw,
-                self.file,
-                pos as tOffset,
-                buf.as_ptr() as *mut c_void,
-                buf.len() as tSize,
-            )
-        };
-
-        if read_len > 0 {
-            Ok(read_len as i32)
-        } else {
-            Err(HdfsErr::Unknown)
-        }
-    }
-
-    /// Perform a byte buffer read. If possible, this will be a zero-copy
-    /// (mmap) read.
-    pub fn read_zc(&'a self, opts: &RzOptions, max_len: i32) -> Result<RzBuffer<'a>, HdfsErr> {
-        let buf: *const hadoopRzBuffer =
-            unsafe { hadoopReadZero(self.file, opts.ptr, max_len as int32_t) };
-
-        if !buf.is_null() {
-            Ok(RzBuffer {
-                file: self,
-                ptr: buf,
-            })
-        } else {
-            Err(HdfsErr::Unknown)
-        }
-    }
-
-    /// Seek to given offset in file.
-    pub fn seek(&self, offset: u64) -> bool {
-        (unsafe { hdfsSeek(self.fs.raw, self.file, offset as tOffset) }) == 0
-    }
-
-    /// Write data into an open file.
-    pub fn write(&self, buf: &[u8]) -> Result<i32, HdfsErr> {
-        let written_len = unsafe {
-            hdfsWrite(
-                self.fs.raw,
-                self.file,
-                buf.as_ptr() as *mut c_void,
-                buf.len() as tSize,
-            )
-        };
-
-        if written_len > 0 {
-            Ok(written_len)
-        } else {
-            Err(HdfsErr::Unknown)
-        }
-    }
-}
-
-static LOCAL_FS_SCHEME: &'static str = "file";
-
-/// for HDFS URL scheme (i.e., hdfs://)
-fn hdfs_scheme_handler(scheme: &str) -> SchemeType {
-    match scheme {
-        "file" => SchemeType::FileLike,
-        "hdfs" => SchemeType::Relative(50070),
-        _ => panic!("Unsupported scheme: {}", scheme),
-    }
-}
-
-/// HdfsFsCache which caches HdfsFs instances.  
-///
-/// The original libhdfs allows only one HdfsFs instance for the same namenode. In otherwords,
-/// Some APIs of libhdfs are not thread-safe. So, You must get HdfsFs instance through HdfsFsCache,
-/// caching initialized HdfsFs instances and returning them.  
-pub struct HdfsFsCache<'a> {
-    fs_map: Mutex<HashMap<String, HdfsFs<'a>>>,
-    url_parser: UrlParser<'a>,
-}
-
-impl<'a> HdfsFsCache<'a> {
-    pub fn new() -> HdfsFsCache<'a> {
-        let mut url_parser = UrlParser::new();
-        url_parser.scheme_type_mapper(hdfs_scheme_handler);
-
-        HdfsFsCache {
-            fs_map: Mutex::new(HashMap::new()),
-            url_parser: url_parser,
-        }
-    }
-
-    #[inline]
-    fn get_namenode_uri(&self, path: &str) -> Result<String, HdfsErr> {
-        match self.url_parser.parse(path) {
-            Ok(url) => {
-                if &url.scheme == LOCAL_FS_SCHEME {
-                    return Ok("file:///".to_string());
-                } else {
-                    let mut uri_builder = String::new();
-                    if url.host().is_some() {
-                        uri_builder
-                            .push_str(&(format!("{}://{}", &url.scheme, url.host().unwrap())));
-
-                        if url.port().is_some() {
-                            uri_builder.push_str(&(format!(":{}", url.port().unwrap())));
-                        }
-
-                        return Ok(uri_builder);
-                    } else {
-                        Err(HdfsErr::InvalidUrl(path.to_string()))
-                    }
-                }
-            }
-            Err(_) => Err(HdfsErr::InvalidUrl(path.to_string())),
-        }
-    }
-
-    pub fn get(&mut self, path: &str) -> Result<HdfsFs<'a>, HdfsErr> {
-        let mut namenode_uri = try!(self.get_namenode_uri(path));
-
-        let mut map = self.fs_map.lock().unwrap();
-
-        if !map.contains_key(&namenode_uri) {
-            let hdfs_fs = unsafe {
-                let hdfs_builder = hdfsNewBuilder();
-                println!("Connecting to Namenode ({})", &namenode_uri);
-                hdfsBuilderSetNameNode(hdfs_builder, str_to_chars(&mut namenode_uri));
-                hdfsBuilderConnect(hdfs_builder)
-            };
-            if hdfs_fs.is_null() {
-                return Err(HdfsErr::CannotConnectToNameNode(namenode_uri.clone()));
-            }
-
-            map.insert(
-                namenode_uri.clone(),
-                HdfsFs::new(namenode_uri.clone(), hdfs_fs),
-            );
-        }
-
-        Ok(map.get(&namenode_uri).unwrap().clone())
-    }
-}
\ No newline at end of file
diff --git a/src/io/hdfs/hdfs_lib/src/err.rs b/src/io/hdfs/hdfs_lib/src/err.rs
deleted file mode 100644
index 929d7a0b..00000000
--- a/src/io/hdfs/hdfs_lib/src/err.rs
+++ /dev/null
@@ -1,39 +0,0 @@
-use std::fmt;
-use std::fmt::{Error, Formatter};
-
-/// Errors which can occur during accessing Hdfs cluster
-pub enum HdfsErr{
-  Unknown,
-  /// file path
-  FileNotFound(String),
-  /// file path           
-  FileAlreadyExists(String),
-  /// namenode address      
-  CannotConnectToNameNode(String),
-  /// URL 
-  InvalidUrl(String) 
-}
-
-impl std::fmt::Debug for HdfsErr{
-  fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
-    let mut error;
-      match self {
-        HdfsErr::Unknown=>error= String::from("Unknow"),
-        HdfsErr::FileNotFound(_e)=>error= String::from("FileNotFound"),
-        HdfsErr::FileAlreadyExists(_e)=>error= String::from("FileAlreadyExists"),
-        HdfsErr::CannotConnectToNameNode(_e)=>error= String::from("CannotConnectToNameNode"),
-        HdfsErr::InvalidUrl(_e)=>error= String::from("InvalidUrl"),
-      }
-      write!(f, "{}",error)
-    }
-}
-
-impl fmt::Display for HdfsErr{
-  fn fmt(&self, _f: &mut Formatter) -> Result<(), Error> {
-    Ok(())
-  }
-}
-
-impl std::error::Error for HdfsErr{
-
-}
\ No newline at end of file
diff --git a/src/io/hdfs/hdfs_lib/src/lib.rs b/src/io/hdfs/hdfs_lib/src/lib.rs
deleted file mode 100644
index f6a881f1..00000000
--- a/src/io/hdfs/hdfs_lib/src/lib.rs
+++ /dev/null
@@ -1,104 +0,0 @@
-// Copyright 2015 Hyunsik Choi
-//
-// Licensed under the Apache License, Version 2.0 (the "License");
-// you may not use this file except in compliance with the License.
-// You may obtain a copy of the License at
-//
-//     http://www.apache.org/licenses/LICENSE-2.0
-//
-// Unless required by applicable law or agreed to in writing, software
-// distributed under the License is distributed on an "AS IS" BASIS,
-// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-// See the License for the specific language governing permissions and
-// limitations under the License.
-
-//! hdfs-rs is a library for accessing to HDFS cluster. 
-//! Basically, it provides libhdfs FFI APIs.
-//! It also provides more idiomatic and abstract Rust APIs, 
-//! hiding manual memory management and some thread-safety problem of libhdfs.
-//! Rust APIs are highly recommended for most users.
-//!
-//! ## Important Note
-//! The original ``libhdfs`` implementation allows only one ``HdfsFs`` instance for the 
-//! same namenode because ``libhdfs`` only keeps a single ``hdfsFs`` entry for each namenode.
-//! As a result, you need to keep a singleton ``HdfsFsCache`` in an entire program, and
-//! you must get ``HdfsFs`` through only ``HdfsFsCache``. For it, you need to share 
-//! ``HdfsFsCache`` instance across all threads in the program. 
-//! Contrast, ``HdfsFs`` instance itself is thread-safe. 
-//!
-//! ## Usage
-//! in Cargo.toml:
-//!
-//! ```ignore
-//! [dependencies]
-//! hdfs = "0.0.4"
-//! ```
-//! or
-//!
-//! ```ignore
-//! [dependencies.hdfs]
-//! git = "https://github.com/hyunsik/hdfs-rs.git"
-//! ```
-//! 
-//! and this to your crate root:
-//! 
-//! ```ignore
-//! extern crate hdfs;
-//! ```
-//!
-//! hdfs-rs uses libhdfs, which is JNI native implementation. JNI native implementation 
-//! requires the proper ``CLASSPATH``. exec.sh included in the source code root plays a role to 
-//! execute your program with the proper ``CLASSPATH``. ``exec.sh`` requires ``HADOOP_HOME``. 
-//! So, you firstly set ``HADOOP_HOME`` shell environment variable as follows:
-//! 
-//! ```ignore
-//! export HADOOP_HOME=<hadoop install dir>
-//! ```
-//! 
-//! Then, you can execute your program as follows:
-//! 
-//! ```ignore
-//! ./exec.sh your_program arg1 arg2
-//! ```
-//!
-//! ## Testing
-//! The test also requires the ``CLASSPATH``. So, you should run ``cargo test`` 
-//! through ``exec.sh``.
-//!
-//! ```ignore
-//! ./exec.sh cargo test
-//! ```
-//!
-//! ## Example
-//!
-//! ```ignore
-//! use std::rc::Rc;
-//! use std::cell::RefCell;
-//! use hdfs::HdfsFsCache;
-//! 
-//! // You must get HdfsFs instance through HdfsFsCache. Also, HdfsFsCache 
-//! // must be shared across all threads in the entire program in order to
-//! // avoid the thread-safe problem of the original libhdfs.
-//! let cache = Rc::new(RefCell::new(HdfsFsCache::new()));  
-//! let fs: HdfsFs = cache.borrow_mut().get("hdfs://localhost:8020/").ok().unwrap();
-//! match fs.mkdir("/data") {
-//!   Ok(_) => { println!("/data has been created") },
-//!   Err(_)  => { panic!("/data creation has failed") }
-//! }; 
-//! ```
-
-extern crate libc;
-extern crate url;
-
-mod err;
-pub use err::HdfsErr;
-
-/// libhdfs native binding APIs
-pub mod native;
-
-/// Rust APIs wrapping libhdfs API, providing better semantic and abstraction
-mod dfs;
-pub use dfs::*;
-
-mod util;
-pub use util::HdfsUtil;
diff --git a/src/io/hdfs/hdfs_lib/src/libhdfs/exception.h b/src/io/hdfs/hdfs_lib/src/libhdfs/exception.h
deleted file mode 100644
index 5fa7fa6e..00000000
--- a/src/io/hdfs/hdfs_lib/src/libhdfs/exception.h
+++ /dev/null
@@ -1,157 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-#ifndef LIBHDFS_EXCEPTION_H
-#define LIBHDFS_EXCEPTION_H
-
-/**
- * Exception handling routines for libhdfs.
- *
- * The convention we follow here is to clear pending exceptions as soon as they
- * are raised.  Never assume that the caller of your function will clean up
- * after you-- do it yourself.  Unhandled exceptions can lead to memory leaks
- * and other undefined behavior.
- *
- * If you encounter an exception, return a local reference to it.  The caller is
- * responsible for freeing the local reference, by calling a function like
- * PrintExceptionAndFree.  (You can also free exceptions directly by calling
- * DeleteLocalRef.  However, that would not produce an error message, so it's
- * usually not what you want.)
- */
-
-#include "platform.h"
-
-#include <jni.h>
-#include <stdio.h>
-
-#include <stdlib.h>
-#include <stdarg.h>
-#include <search.h>
-#include <errno.h>
-
-/**
- * Exception noprint flags
- *
- * Theses flags determine which exceptions should NOT be printed to stderr by
- * the exception printing routines.  For example, if you expect to see
- * FileNotFound, you might use NOPRINT_EXC_FILE_NOT_FOUND, to avoid filling the
- * logs with messages about routine events.
- *
- * On the other hand, if you don't expect any failures, you might pass
- * PRINT_EXC_ALL.
- *
- * You can OR these flags together to avoid printing multiple classes of
- * exceptions.
- */
-#define PRINT_EXC_ALL                           0x00
-#define NOPRINT_EXC_FILE_NOT_FOUND              0x01
-#define NOPRINT_EXC_ACCESS_CONTROL              0x02
-#define NOPRINT_EXC_UNRESOLVED_LINK             0x04
-#define NOPRINT_EXC_PARENT_NOT_DIRECTORY        0x08
-#define NOPRINT_EXC_ILLEGAL_ARGUMENT            0x10
-
-/**
- * Get information about an exception.
- *
- * @param excName         The Exception name.
- *                        This is a Java class name in JNI format.
- * @param noPrintFlags    Flags which determine which exceptions we should NOT
- *                        print.
- * @param excErrno        (out param) The POSIX error number associated with the
- *                        exception.
- * @param shouldPrint     (out param) Nonzero if we should print this exception,
- *                        based on the noPrintFlags and its name. 
- */
-void getExceptionInfo(const char *excName, int noPrintFlags,
-                      int *excErrno, int *shouldPrint);
-
-/**
- * Print out information about an exception and free it.
- *
- * @param env             The JNI environment
- * @param exc             The exception to print and free
- * @param noPrintFlags    Flags which determine which exceptions we should NOT
- *                        print.
- * @param fmt             Printf-style format list
- * @param ap              Printf-style varargs
- *
- * @return                The POSIX error number associated with the exception
- *                        object.
- */
-int printExceptionAndFreeV(JNIEnv *env, jthrowable exc, int noPrintFlags,
-        const char *fmt, va_list ap);
-
-/**
- * Print out information about an exception and free it.
- *
- * @param env             The JNI environment
- * @param exc             The exception to print and free
- * @param noPrintFlags    Flags which determine which exceptions we should NOT
- *                        print.
- * @param fmt             Printf-style format list
- * @param ...             Printf-style varargs
- *
- * @return                The POSIX error number associated with the exception
- *                        object.
- */
-int printExceptionAndFree(JNIEnv *env, jthrowable exc, int noPrintFlags,
-        const char *fmt, ...) TYPE_CHECKED_PRINTF_FORMAT(4, 5);
-
-/**
- * Print out information about the pending exception and free it.
- *
- * @param env             The JNI environment
- * @param noPrintFlags    Flags which determine which exceptions we should NOT
- *                        print.
- * @param fmt             Printf-style format list
- * @param ...             Printf-style varargs
- *
- * @return                The POSIX error number associated with the exception
- *                        object.
- */
-int printPendingExceptionAndFree(JNIEnv *env, int noPrintFlags,
-        const char *fmt, ...) TYPE_CHECKED_PRINTF_FORMAT(3, 4);
-
-/**
- * Get a local reference to the pending exception and clear it.
- *
- * Once it is cleared, the exception will no longer be pending.  The caller will
- * have to decide what to do with the exception object.
- *
- * @param env             The JNI environment
- *
- * @return                The exception, or NULL if there was no exception
- */
-jthrowable getPendingExceptionAndClear(JNIEnv *env);
-
-/**
- * Create a new runtime error.
- *
- * This creates (but does not throw) a new RuntimeError.
- *
- * @param env             The JNI environment
- * @param fmt             Printf-style format list
- * @param ...             Printf-style varargs
- *
- * @return                A local reference to a RuntimeError
- */
-jthrowable newRuntimeError(JNIEnv *env, const char *fmt, ...)
-        TYPE_CHECKED_PRINTF_FORMAT(2, 3);
-
-#undef TYPE_CHECKED_PRINTF_FORMAT
-#endif
diff --git a/src/io/hdfs/hdfs_lib/src/libhdfs/hdfs.h b/src/io/hdfs/hdfs_lib/src/libhdfs/hdfs.h
deleted file mode 100644
index 0625da37..00000000
--- a/src/io/hdfs/hdfs_lib/src/libhdfs/hdfs.h
+++ /dev/null
@@ -1,811 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-#ifndef LIBHDFS_HDFS_H
-#define LIBHDFS_HDFS_H
-
-#include <errno.h> /* for EINTERNAL, etc. */
-#include <fcntl.h> /* for O_RDONLY, O_WRONLY */
-#include <stdint.h> /* for uint64_t, etc. */
-#include <time.h> /* for time_t */
-
-#ifndef O_RDONLY
-#define O_RDONLY 1
-#endif
-
-#ifndef O_WRONLY 
-#define O_WRONLY 2
-#endif
-
-#ifndef EINTERNAL
-#define EINTERNAL 255 
-#endif
-
-#define ELASTIC_BYTE_BUFFER_POOL_CLASS \
-  "org/apache/hadoop/io/ElasticByteBufferPool"
-
-/** All APIs set errno to meaningful values */
-
-#ifdef __cplusplus
-extern  "C" {
-#endif
-    /**
-     * Some utility decls used in libhdfs.
-     */
-    struct hdfsBuilder;
-    typedef int32_t   tSize; /// size of data for read/write io ops 
-    typedef time_t    tTime; /// time type in seconds
-    typedef int64_t   tOffset;/// offset within the file
-    typedef uint16_t  tPort; /// port
-    typedef enum tObjectKind {
-        kObjectKindFile = 'F',
-        kObjectKindDirectory = 'D',
-    } tObjectKind;
-
-
-    /**
-     * The C reflection of org.apache.org.hadoop.FileSystem .
-     */
-    struct hdfs_internal;
-    typedef struct hdfs_internal* hdfsFS;
-    
-    struct hdfsFile_internal;
-    typedef struct hdfsFile_internal* hdfsFile;
-
-    struct hadoopRzOptions;
-
-    struct hadoopRzBuffer;
-
-    /**
-     * Determine if a file is open for read.
-     *
-     * @param file     The HDFS file
-     * @return         1 if the file is open for read; 0 otherwise
-     */
-    int hdfsFileIsOpenForRead(hdfsFile file);
-
-    /**
-     * Determine if a file is open for write.
-     *
-     * @param file     The HDFS file
-     * @return         1 if the file is open for write; 0 otherwise
-     */
-    int hdfsFileIsOpenForWrite(hdfsFile file);
-
-    struct hdfsReadStatistics {
-      uint64_t totalBytesRead;
-      uint64_t totalLocalBytesRead;
-      uint64_t totalShortCircuitBytesRead;
-      uint64_t totalZeroCopyBytesRead;
-    };
-
-    /**
-     * Get read statistics about a file.  This is only applicable to files
-     * opened for reading.
-     *
-     * @param file     The HDFS file
-     * @param stats    (out parameter) on a successful return, the read
-     *                 statistics.  Unchanged otherwise.  You must free the
-     *                 returned statistics with hdfsFileFreeReadStatistics.
-     * @return         0 if the statistics were successfully returned,
-     *                 -1 otherwise.  On a failure, please check errno against
-     *                 ENOTSUP.  webhdfs, LocalFilesystem, and so forth may
-     *                 not support read statistics.
-     */
-    int hdfsFileGetReadStatistics(hdfsFile file,
-                                  struct hdfsReadStatistics **stats);
-
-    /**
-     * @param stats    HDFS read statistics for a file.
-     *
-     * @return the number of remote bytes read.
-     */
-    int64_t hdfsReadStatisticsGetRemoteBytesRead(
-                            const struct hdfsReadStatistics *stats);
-
-    /**
-     * Free some HDFS read statistics.
-     *
-     * @param stats    The HDFS read statistics to free.
-     */
-    void hdfsFileFreeReadStatistics(struct hdfsReadStatistics *stats);
-
-    /** 
-     * hdfsConnectAsUser - Connect to a hdfs file system as a specific user
-     * Connect to the hdfs.
-     * @param nn   The NameNode.  See hdfsBuilderSetNameNode for details.
-     * @param port The port on which the server is listening.
-     * @param user the user name (this is hadoop domain user). Or NULL is equivelant to hhdfsConnect(host, port)
-     * @return Returns a handle to the filesystem or NULL on error.
-     * @deprecated Use hdfsBuilderConnect instead. 
-     */
-     hdfsFS hdfsConnectAsUser(const char* nn, tPort port, const char *user);
-
-    /** 
-     * hdfsConnect - Connect to a hdfs file system.
-     * Connect to the hdfs.
-     * @param nn   The NameNode.  See hdfsBuilderSetNameNode for details.
-     * @param port The port on which the server is listening.
-     * @return Returns a handle to the filesystem or NULL on error.
-     * @deprecated Use hdfsBuilderConnect instead. 
-     */
-     hdfsFS hdfsConnect(const char* nn, tPort port);
-
-    /** 
-     * hdfsConnect - Connect to an hdfs file system.
-     *
-     * Forces a new instance to be created
-     *
-     * @param nn     The NameNode.  See hdfsBuilderSetNameNode for details.
-     * @param port   The port on which the server is listening.
-     * @param user   The user name to use when connecting
-     * @return       Returns a handle to the filesystem or NULL on error.
-     * @deprecated   Use hdfsBuilderConnect instead. 
-     */
-     hdfsFS hdfsConnectAsUserNewInstance(const char* nn, tPort port, const char *user );
-
-    /** 
-     * hdfsConnect - Connect to an hdfs file system.
-     *
-     * Forces a new instance to be created
-     *
-     * @param nn     The NameNode.  See hdfsBuilderSetNameNode for details.
-     * @param port   The port on which the server is listening.
-     * @return       Returns a handle to the filesystem or NULL on error.
-     * @deprecated   Use hdfsBuilderConnect instead. 
-     */
-     hdfsFS hdfsConnectNewInstance(const char* nn, tPort port);
-
-    /** 
-     * Connect to HDFS using the parameters defined by the builder.
-     *
-     * The HDFS builder will be freed, whether or not the connection was
-     * successful.
-     *
-     * Every successful call to hdfsBuilderConnect should be matched with a call
-     * to hdfsDisconnect, when the hdfsFS is no longer needed.
-     *
-     * @param bld    The HDFS builder
-     * @return       Returns a handle to the filesystem, or NULL on error.
-     */
-     hdfsFS hdfsBuilderConnect(struct hdfsBuilder *bld);
-
-    /**
-     * Create an HDFS builder.
-     *
-     * @return The HDFS builder, or NULL on error.
-     */
-    struct hdfsBuilder *hdfsNewBuilder(void);
-
-    /**
-     * Force the builder to always create a new instance of the FileSystem,
-     * rather than possibly finding one in the cache.
-     *
-     * @param bld The HDFS builder
-     */
-    void hdfsBuilderSetForceNewInstance(struct hdfsBuilder *bld);
-
-    /**
-     * Set the HDFS NameNode to connect to.
-     *
-     * @param bld  The HDFS builder
-     * @param nn   The NameNode to use.
-     *
-     *             If the string given is 'default', the default NameNode
-     *             configuration will be used (from the XML configuration files)
-     *
-     *             If NULL is given, a LocalFileSystem will be created.
-     *
-     *             If the string starts with a protocol type such as file:// or
-     *             hdfs://, this protocol type will be used.  If not, the
-     *             hdfs:// protocol type will be used.
-     *
-     *             You may specify a NameNode port in the usual way by 
-     *             passing a string of the format hdfs://<hostname>:<port>.
-     *             Alternately, you may set the port with
-     *             hdfsBuilderSetNameNodePort.  However, you must not pass the
-     *             port in two different ways.
-     */
-    void hdfsBuilderSetNameNode(struct hdfsBuilder *bld, const char *nn);
-
-    /**
-     * Set the port of the HDFS NameNode to connect to.
-     *
-     * @param bld The HDFS builder
-     * @param port The port.
-     */
-    void hdfsBuilderSetNameNodePort(struct hdfsBuilder *bld, tPort port);
-
-    /**
-     * Set the username to use when connecting to the HDFS cluster.
-     *
-     * @param bld The HDFS builder
-     * @param userName The user name.  The string will be shallow-copied.
-     */
-    void hdfsBuilderSetUserName(struct hdfsBuilder *bld, const char *userName);
-
-    /**
-     * Set the path to the Kerberos ticket cache to use when connecting to
-     * the HDFS cluster.
-     *
-     * @param bld The HDFS builder
-     * @param kerbTicketCachePath The Kerberos ticket cache path.  The string
-     *                            will be shallow-copied.
-     */
-    void hdfsBuilderSetKerbTicketCachePath(struct hdfsBuilder *bld,
-                                   const char *kerbTicketCachePath);
-
-    /**
-     * Free an HDFS builder.
-     *
-     * It is normally not necessary to call this function since
-     * hdfsBuilderConnect frees the builder.
-     *
-     * @param bld The HDFS builder
-     */
-    void hdfsFreeBuilder(struct hdfsBuilder *bld);
-
-    /**
-     * Set a configuration string for an HdfsBuilder.
-     *
-     * @param key      The key to set.
-     * @param val      The value, or NULL to set no value.
-     *                 This will be shallow-copied.  You are responsible for
-     *                 ensuring that it remains valid until the builder is
-     *                 freed.
-     *
-     * @return         0 on success; nonzero error code otherwise.
-     */
-    int hdfsBuilderConfSetStr(struct hdfsBuilder *bld, const char *key,
-                              const char *val);
-
-    /**
-     * Get a configuration string.
-     *
-     * @param key      The key to find
-     * @param val      (out param) The value.  This will be set to NULL if the
-     *                 key isn't found.  You must free this string with
-     *                 hdfsConfStrFree.
-     *
-     * @return         0 on success; nonzero error code otherwise.
-     *                 Failure to find the key is not an error.
-     */
-    int hdfsConfGetStr(const char *key, char **val);
-
-    /**
-     * Get a configuration integer.
-     *
-     * @param key      The key to find
-     * @param val      (out param) The value.  This will NOT be changed if the
-     *                 key isn't found.
-     *
-     * @return         0 on success; nonzero error code otherwise.
-     *                 Failure to find the key is not an error.
-     */
-    int hdfsConfGetInt(const char *key, int32_t *val);
-
-    /**
-     * Free a configuration string found with hdfsConfGetStr. 
-     *
-     * @param val      A configuration string obtained from hdfsConfGetStr
-     */
-    void hdfsConfStrFree(char *val);
-
-    /** 
-     * hdfsDisconnect - Disconnect from the hdfs file system.
-     * Disconnect from hdfs.
-     * @param fs The configured filesystem handle.
-     * @return Returns 0 on success, -1 on error.
-     *         Even if there is an error, the resources associated with the
-     *         hdfsFS will be freed.
-     */
-    int hdfsDisconnect(hdfsFS fs);
-        
-
-    /** 
-     * hdfsOpenFile - Open a hdfs file in given mode.
-     * @param fs The configured filesystem handle.
-     * @param path The full path to the file.
-     * @param flags - an | of bits/fcntl.h file flags - supported flags are O_RDONLY, O_WRONLY (meaning create or overwrite i.e., implies O_TRUNCAT), 
-     * O_WRONLY|O_APPEND. Other flags are generally ignored other than (O_RDWR || (O_EXCL & O_CREAT)) which return NULL and set errno equal ENOTSUP.
-     * @param bufferSize Size of buffer for read/write - pass 0 if you want
-     * to use the default configured values.
-     * @param replication Block replication - pass 0 if you want to use
-     * the default configured values.
-     * @param blocksize Size of block - pass 0 if you want to use the
-     * default configured values.
-     * @return Returns the handle to the open file or NULL on error.
-     */
-    hdfsFile hdfsOpenFile(hdfsFS fs, const char* path, int flags,
-                          int bufferSize, short replication, tSize blocksize);
-
-
-    /** 
-     * hdfsCloseFile - Close an open file. 
-     * @param fs The configured filesystem handle.
-     * @param file The file handle.
-     * @return Returns 0 on success, -1 on error.  
-     *         On error, errno will be set appropriately.
-     *         If the hdfs file was valid, the memory associated with it will
-     *         be freed at the end of this call, even if there was an I/O
-     *         error.
-     */
-    int hdfsCloseFile(hdfsFS fs, hdfsFile file);
-
-
-    /** 
-     * hdfsExists - Checks if a given path exsits on the filesystem 
-     * @param fs The configured filesystem handle.
-     * @param path The path to look for
-     * @return Returns 0 on success, -1 on error.  
-     */
-    int hdfsExists(hdfsFS fs, const char *path);
-
-
-    /** 
-     * hdfsSeek - Seek to given offset in file. 
-     * This works only for files opened in read-only mode. 
-     * @param fs The configured filesystem handle.
-     * @param file The file handle.
-     * @param desiredPos Offset into the file to seek into.
-     * @return Returns 0 on success, -1 on error.  
-     */
-    int hdfsSeek(hdfsFS fs, hdfsFile file, tOffset desiredPos); 
-
-
-    /** 
-     * hdfsTell - Get the current offset in the file, in bytes.
-     * @param fs The configured filesystem handle.
-     * @param file The file handle.
-     * @return Current offset, -1 on error.
-     */
-    tOffset hdfsTell(hdfsFS fs, hdfsFile file);
-
-
-    /** 
-     * hdfsRead - Read data from an open file.
-     * @param fs The configured filesystem handle.
-     * @param file The file handle.
-     * @param buffer The buffer to copy read bytes into.
-     * @param length The length of the buffer.
-     * @return      On success, a positive number indicating how many bytes
-     *              were read.
-     *              On end-of-file, 0.
-     *              On error, -1.  Errno will be set to the error code.
-     *              Just like the POSIX read function, hdfsRead will return -1
-     *              and set errno to EINTR if data is temporarily unavailable,
-     *              but we are not yet at the end of the file.
-     */
-    tSize hdfsRead(hdfsFS fs, hdfsFile file, void* buffer, tSize length);
-
-    /** 
-     * hdfsPread - Positional read of data from an open file.
-     * @param fs The configured filesystem handle.
-     * @param file The file handle.
-     * @param position Position from which to read
-     * @param buffer The buffer to copy read bytes into.
-     * @param length The length of the buffer.
-     * @return      See hdfsRead
-     */
-    tSize hdfsPread(hdfsFS fs, hdfsFile file, tOffset position,
-                    void* buffer, tSize length);
-
-
-    /** 
-     * hdfsWrite - Write data into an open file.
-     * @param fs The configured filesystem handle.
-     * @param file The file handle.
-     * @param buffer The data.
-     * @param length The no. of bytes to write. 
-     * @return Returns the number of bytes written, -1 on error.
-     */
-    tSize hdfsWrite(hdfsFS fs, hdfsFile file, const void* buffer,
-                    tSize length);
-
-
-    /** 
-     * hdfsWrite - Flush the data. 
-     * @param fs The configured filesystem handle.
-     * @param file The file handle.
-     * @return Returns 0 on success, -1 on error. 
-     */
-    int hdfsFlush(hdfsFS fs, hdfsFile file);
-
-
-    /**
-     * hdfsHFlush - Flush out the data in client's user buffer. After the
-     * return of this call, new readers will see the data.
-     * @param fs configured filesystem handle
-     * @param file file handle
-     * @return 0 on success, -1 on error and sets errno
-     */
-    int hdfsHFlush(hdfsFS fs, hdfsFile file);
-
-
-    /**
-     * hdfsHSync - Similar to posix fsync, Flush out the data in client's 
-     * user buffer. all the way to the disk device (but the disk may have 
-     * it in its cache).
-     * @param fs configured filesystem handle
-     * @param file file handle
-     * @return 0 on success, -1 on error and sets errno
-     */
-    int hdfsHSync(hdfsFS fs, hdfsFile file);
-
-
-    /**
-     * hdfsAvailable - Number of bytes that can be read from this
-     * input stream without blocking.
-     * @param fs The configured filesystem handle.
-     * @param file The file handle.
-     * @return Returns available bytes; -1 on error. 
-     */
-    int hdfsAvailable(hdfsFS fs, hdfsFile file);
-
-
-    /**
-     * hdfsCopy - Copy file from one filesystem to another.
-     * @param srcFS The handle to source filesystem.
-     * @param src The path of source file. 
-     * @param dstFS The handle to destination filesystem.
-     * @param dst The path of destination file. 
-     * @return Returns 0 on success, -1 on error. 
-     */
-    int hdfsCopy(hdfsFS srcFS, const char* src, hdfsFS dstFS, const char* dst);
-
-
-    /**
-     * hdfsMove - Move file from one filesystem to another.
-     * @param srcFS The handle to source filesystem.
-     * @param src The path of source file. 
-     * @param dstFS The handle to destination filesystem.
-     * @param dst The path of destination file. 
-     * @return Returns 0 on success, -1 on error. 
-     */
-    int hdfsMove(hdfsFS srcFS, const char* src, hdfsFS dstFS, const char* dst);
-
-
-    /**
-     * hdfsDelete - Delete file. 
-     * @param fs The configured filesystem handle.
-     * @param path The path of the file. 
-     * @param recursive if path is a directory and set to 
-     * non-zero, the directory is deleted else throws an exception. In
-     * case of a file the recursive argument is irrelevant.
-     * @return Returns 0 on success, -1 on error. 
-     */
-    int hdfsDelete(hdfsFS fs, const char* path, int recursive);
-
-    /**
-     * hdfsRename - Rename file. 
-     * @param fs The configured filesystem handle.
-     * @param oldPath The path of the source file. 
-     * @param newPath The path of the destination file. 
-     * @return Returns 0 on success, -1 on error. 
-     */
-    int hdfsRename(hdfsFS fs, const char* oldPath, const char* newPath);
-
-
-    /** 
-     * hdfsGetWorkingDirectory - Get the current working directory for
-     * the given filesystem.
-     * @param fs The configured filesystem handle.
-     * @param buffer The user-buffer to copy path of cwd into. 
-     * @param bufferSize The length of user-buffer.
-     * @return Returns buffer, NULL on error.
-     */
-    char* hdfsGetWorkingDirectory(hdfsFS fs, char *buffer, size_t bufferSize);
-
-
-    /** 
-     * hdfsSetWorkingDirectory - Set the working directory. All relative
-     * paths will be resolved relative to it.
-     * @param fs The configured filesystem handle.
-     * @param path The path of the new 'cwd'. 
-     * @return Returns 0 on success, -1 on error. 
-     */
-    int hdfsSetWorkingDirectory(hdfsFS fs, const char* path);
-
-
-    /** 
-     * hdfsCreateDirectory - Make the given file and all non-existent
-     * parents into directories.
-     * @param fs The configured filesystem handle.
-     * @param path The path of the directory. 
-     * @return Returns 0 on success, -1 on error. 
-     */
-    int hdfsCreateDirectory(hdfsFS fs, const char* path);
-
-
-    /** 
-     * hdfsSetReplication - Set the replication of the specified
-     * file to the supplied value
-     * @param fs The configured filesystem handle.
-     * @param path The path of the file. 
-     * @return Returns 0 on success, -1 on error. 
-     */
-    int hdfsSetReplication(hdfsFS fs, const char* path, int16_t replication);
-
-
-    /** 
-     * hdfsFileInfo - Information about a file/directory.
-     */
-    typedef struct  {
-        tObjectKind mKind;   /* file or directory */
-        char *mName;         /* the name of the file */
-        tTime mLastMod;      /* the last modification time for the file in seconds */
-        tOffset mSize;       /* the size of the file in bytes */
-        short mReplication;    /* the count of replicas */
-        tOffset mBlockSize;  /* the block size for the file */
-        char *mOwner;        /* the owner of the file */
-        char *mGroup;        /* the group associated with the file */
-        short mPermissions;  /* the permissions associated with the file */
-        tTime mLastAccess;    /* the last access time for the file in seconds */
-    } hdfsFileInfo;
-
-
-    /** 
-     * hdfsListDirectory - Get list of files/directories for a given
-     * directory-path. hdfsFreeFileInfo should be called to deallocate memory. 
-     * @param fs The configured filesystem handle.
-     * @param path The path of the directory. 
-     * @param numEntries Set to the number of files/directories in path.
-     * @return Returns a dynamically-allocated array of hdfsFileInfo
-     * objects; NULL on error.
-     */
-    hdfsFileInfo *hdfsListDirectory(hdfsFS fs, const char* path,
-                                    int *numEntries);
-
-
-    /** 
-     * hdfsGetPathInfo - Get information about a path as a (dynamically
-     * allocated) single hdfsFileInfo struct. hdfsFreeFileInfo should be
-     * called when the pointer is no longer needed.
-     * @param fs The configured filesystem handle.
-     * @param path The path of the file. 
-     * @return Returns a dynamically-allocated hdfsFileInfo object;
-     * NULL on error.
-     */
-    hdfsFileInfo *hdfsGetPathInfo(hdfsFS fs, const char* path);
-
-
-    /** 
-     * hdfsFreeFileInfo - Free up the hdfsFileInfo array (including fields) 
-     * @param hdfsFileInfo The array of dynamically-allocated hdfsFileInfo
-     * objects.
-     * @param numEntries The size of the array.
-     */
-    void hdfsFreeFileInfo(hdfsFileInfo *hdfsFileInfo, int numEntries);
-
-    /**
-     * hdfsFileIsEncrypted: determine if a file is encrypted based on its
-     * hdfsFileInfo.
-     * @return -1 if there was an error (errno will be set), 0 if the file is
-     *         not encrypted, 1 if the file is encrypted.
-     */
-    int hdfsFileIsEncrypted(hdfsFileInfo *hdfsFileInfo);
-
-
-    /** 
-     * hdfsGetHosts - Get hostnames where a particular block (determined by
-     * pos & blocksize) of a file is stored. The last element in the array
-     * is NULL. Due to replication, a single block could be present on
-     * multiple hosts.
-     * @param fs The configured filesystem handle.
-     * @param path The path of the file. 
-     * @param start The start of the block.
-     * @param length The length of the block.
-     * @return Returns a dynamically-allocated 2-d array of blocks-hosts;
-     * NULL on error.
-     */
-    char*** hdfsGetHosts(hdfsFS fs, const char* path, 
-            tOffset start, tOffset length);
-
-
-    /** 
-     * hdfsFreeHosts - Free up the structure returned by hdfsGetHosts
-     * @param hdfsFileInfo The array of dynamically-allocated hdfsFileInfo
-     * objects.
-     * @param numEntries The size of the array.
-     */
-    void hdfsFreeHosts(char ***blockHosts);
-
-
-    /** 
-     * hdfsGetDefaultBlockSize - Get the default blocksize.
-     *
-     * @param fs            The configured filesystem handle.
-     * @deprecated          Use hdfsGetDefaultBlockSizeAtPath instead.
-     *
-     * @return              Returns the default blocksize, or -1 on error.
-     */
-    tOffset hdfsGetDefaultBlockSize(hdfsFS fs);
-
-
-    /** 
-     * hdfsGetDefaultBlockSizeAtPath - Get the default blocksize at the
-     * filesystem indicated by a given path.
-     *
-     * @param fs            The configured filesystem handle.
-     * @param path          The given path will be used to locate the actual
-     *                      filesystem.  The full path does not have to exist.
-     *
-     * @return              Returns the default blocksize, or -1 on error.
-     */
-    tOffset hdfsGetDefaultBlockSizeAtPath(hdfsFS fs, const char *path);
-
-
-    /** 
-     * hdfsGetCapacity - Return the raw capacity of the filesystem.  
-     * @param fs The configured filesystem handle.
-     * @return Returns the raw-capacity; -1 on error. 
-     */
-    tOffset hdfsGetCapacity(hdfsFS fs);
-
-
-    /** 
-     * hdfsGetUsed - Return the total raw size of all files in the filesystem.
-     * @param fs The configured filesystem handle.
-     * @return Returns the total-size; -1 on error. 
-     */
-    tOffset hdfsGetUsed(hdfsFS fs);
-
-    /** 
-     * Change the user and/or group of a file or directory.
-     *
-     * @param fs            The configured filesystem handle.
-     * @param path          the path to the file or directory
-     * @param owner         User string.  Set to NULL for 'no change'
-     * @param group         Group string.  Set to NULL for 'no change'
-     * @return              0 on success else -1
-     */
-    int hdfsChown(hdfsFS fs, const char* path, const char *owner,
-                  const char *group);
-
-    /** 
-     * hdfsChmod
-     * @param fs The configured filesystem handle.
-     * @param path the path to the file or directory
-     * @param mode the bitmask to set it to
-     * @return 0 on success else -1
-     */
-      int hdfsChmod(hdfsFS fs, const char* path, short mode);
-
-    /** 
-     * hdfsUtime
-     * @param fs The configured filesystem handle.
-     * @param path the path to the file or directory
-     * @param mtime new modification time or -1 for no change
-     * @param atime new access time or -1 for no change
-     * @return 0 on success else -1
-     */
-    int hdfsUtime(hdfsFS fs, const char* path, tTime mtime, tTime atime);
-
-    /**
-     * Allocate a zero-copy options structure.
-     *
-     * You must free all options structures allocated with this function using
-     * hadoopRzOptionsFree.
-     *
-     * @return            A zero-copy options structure, or NULL if one could
-     *                    not be allocated.  If NULL is returned, errno will
-     *                    contain the error number.
-     */
-    struct hadoopRzOptions *hadoopRzOptionsAlloc(void);
-
-    /**
-     * Determine whether we should skip checksums in read0.
-     *
-     * @param opts        The options structure.
-     * @param skip        Nonzero to skip checksums sometimes; zero to always
-     *                    check them.
-     *
-     * @return            0 on success; -1 plus errno on failure.
-     */
-    int hadoopRzOptionsSetSkipChecksum(
-            struct hadoopRzOptions *opts, int skip);
-
-    /**
-     * Set the ByteBufferPool to use with read0.
-     *
-     * @param opts        The options structure.
-     * @param className   If this is NULL, we will not use any
-     *                    ByteBufferPool.  If this is non-NULL, it will be
-     *                    treated as the name of the pool class to use.
-     *                    For example, you can use
-     *                    ELASTIC_BYTE_BUFFER_POOL_CLASS.
-     *
-     * @return            0 if the ByteBufferPool class was found and
-     *                    instantiated;
-     *                    -1 plus errno otherwise.
-     */
-    int hadoopRzOptionsSetByteBufferPool(
-            struct hadoopRzOptions *opts, const char *className);
-
-    /**
-     * Free a hadoopRzOptionsFree structure.
-     *
-     * @param opts        The options structure to free.
-     *                    Any associated ByteBufferPool will also be freed.
-     */
-    void hadoopRzOptionsFree(struct hadoopRzOptions *opts);
-
-    /**
-     * Perform a byte buffer read.
-     * If possible, this will be a zero-copy (mmap) read.
-     *
-     * @param file       The file to read from.
-     * @param opts       An options structure created by hadoopRzOptionsAlloc.
-     * @param maxLength  The maximum length to read.  We may read fewer bytes
-     *                   than this length.
-     *
-     * @return           On success, we will return a new hadoopRzBuffer.
-     *                   This buffer will continue to be valid and readable
-     *                   until it is released by readZeroBufferFree.  Failure to
-     *                   release a buffer will lead to a memory leak.
-     *                   You can access the data within the hadoopRzBuffer with
-     *                   hadoopRzBufferGet.  If you have reached EOF, the data
-     *                   within the hadoopRzBuffer will be NULL.  You must still
-     *                   free hadoopRzBuffer instances containing NULL.
-     *
-     *                   On failure, we will return NULL plus an errno code.
-     *                   errno = EOPNOTSUPP indicates that we could not do a
-     *                   zero-copy read, and there was no ByteBufferPool
-     *                   supplied.
-     */
-    struct hadoopRzBuffer* hadoopReadZero(hdfsFile file,
-            struct hadoopRzOptions *opts, int32_t maxLength);
-
-    /**
-     * Determine the length of the buffer returned from readZero.
-     *
-     * @param buffer     a buffer returned from readZero.
-     * @return           the length of the buffer.
-     */
-    int32_t hadoopRzBufferLength(const struct hadoopRzBuffer *buffer);
-
-    /**
-     * Get a pointer to the raw buffer returned from readZero.
-     *
-     * To find out how many bytes this buffer contains, call
-     * hadoopRzBufferLength.
-     *
-     * @param buffer     a buffer returned from readZero.
-     * @return           a pointer to the start of the buffer.  This will be
-     *                   NULL when end-of-file has been reached.
-     */
-    const void *hadoopRzBufferGet(const struct hadoopRzBuffer *buffer);
-
-    /**
-     * Release a buffer obtained through readZero.
-     *
-     * @param file       The hdfs stream that created this buffer.  This must be
-     *                   the same stream you called hadoopReadZero on.
-     * @param buffer     The buffer to release.
-     */
-    void hadoopRzBufferFree(hdfsFile file, struct hadoopRzBuffer *buffer);
-
-#ifdef __cplusplus
-}
-#endif
-
-#endif /*LIBHDFS_HDFS_H*/
-
-/**
- * vim: ts=4: sw=4: et
- */
diff --git a/src/io/hdfs/hdfs_lib/src/libhdfs/jni_helper.h b/src/io/hdfs/hdfs_lib/src/libhdfs/jni_helper.h
deleted file mode 100644
index 90accc7c..00000000
--- a/src/io/hdfs/hdfs_lib/src/libhdfs/jni_helper.h
+++ /dev/null
@@ -1,161 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-#ifndef LIBHDFS_JNI_HELPER_H
-#define LIBHDFS_JNI_HELPER_H
-
-#include <jni.h>
-#include <stdio.h>
-
-#include <stdlib.h>
-#include <stdarg.h>
-#include <errno.h>
-
-#define PATH_SEPARATOR ':'
-
-
-/** Denote the method we want to invoke as STATIC or INSTANCE */
-typedef enum {
-    STATIC,
-    INSTANCE
-} MethType;
-
-/**
- * Create a new malloc'ed C string from a Java string.
- *
- * @param env       The JNI environment
- * @param jstr      The Java string
- * @param out       (out param) the malloc'ed C string
- *
- * @return          NULL on success; the exception otherwise
- */
-jthrowable newCStr(JNIEnv *env, jstring jstr, char **out);
-
-/**
- * Create a new Java string from a C string.
- *
- * @param env       The JNI environment
- * @param str       The C string
- * @param out       (out param) the java string
- *
- * @return          NULL on success; the exception otherwise
- */
-jthrowable newJavaStr(JNIEnv *env, const char *str, jstring *out);
-
-/**
- * Helper function to destroy a local reference of java.lang.Object
- * @param env: The JNIEnv pointer. 
- * @param jFile: The local reference of java.lang.Object object
- * @return None.
- */
-void destroyLocalReference(JNIEnv *env, jobject jObject);
-
-/** invokeMethod: Invoke a Static or Instance method.
- * className: Name of the class where the method can be found
- * methName: Name of the method
- * methSignature: the signature of the method "(arg-types)ret-type"
- * methType: The type of the method (STATIC or INSTANCE)
- * instObj: Required if the methType is INSTANCE. The object to invoke
-   the method on.
- * env: The JNIEnv pointer
- * retval: The pointer to a union type which will contain the result of the
-   method invocation, e.g. if the method returns an Object, retval will be
-   set to that, if the method returns boolean, retval will be set to the
-   value (JNI_TRUE or JNI_FALSE), etc.
- * exc: If the methods throws any exception, this will contain the reference
- * Arguments (the method arguments) must be passed after methSignature
- * RETURNS: -1 on error and 0 on success. If -1 is returned, exc will have 
-   a valid exception reference, and the result stored at retval is undefined.
- */
-jthrowable invokeMethod(JNIEnv *env, jvalue *retval, MethType methType,
-                 jobject instObj, const char *className, const char *methName, 
-                 const char *methSignature, ...);
-
-jthrowable constructNewObjectOfClass(JNIEnv *env, jobject *out, const char *className, 
-                                  const char *ctorSignature, ...);
-
-jthrowable methodIdFromClass(const char *className, const char *methName, 
-                            const char *methSignature, MethType methType, 
-                            JNIEnv *env, jmethodID *out);
-
-jthrowable globalClassReference(const char *className, JNIEnv *env, jclass *out);
-
-/** classNameOfObject: Get an object's class name.
- * @param jobj: The object.
- * @param env: The JNIEnv pointer.
- * @param name: (out param) On success, will contain a string containing the
- * class name. This string must be freed by the caller.
- * @return NULL on success, or the exception
- */
-jthrowable classNameOfObject(jobject jobj, JNIEnv *env, char **name);
-
-/** getJNIEnv: A helper function to get the JNIEnv* for the given thread.
- * If no JVM exists, then one will be created. JVM command line arguments
- * are obtained from the LIBHDFS_OPTS environment variable.
- * @param: None.
- * @return The JNIEnv* corresponding to the thread.
- * */
-JNIEnv* getJNIEnv(void);
-
-/**
- * Figure out if a Java object is an instance of a particular class.
- *
- * @param env  The Java environment.
- * @param obj  The object to check.
- * @param name The class name to check.
- *
- * @return     -1 if we failed to find the referenced class name.
- *             0 if the object is not of the given class.
- *             1 if the object is of the given class.
- */
-int javaObjectIsOfClass(JNIEnv *env, jobject obj, const char *name);
-
-/**
- * Set a value in a configuration object.
- *
- * @param env               The JNI environment
- * @param jConfiguration    The configuration object to modify
- * @param key               The key to modify
- * @param value             The value to set the key to
- *
- * @return                  NULL on success; exception otherwise
- */
-jthrowable hadoopConfSetStr(JNIEnv *env, jobject jConfiguration,
-        const char *key, const char *value);
-
-/**
- * Fetch an instance of an Enum.
- *
- * @param env               The JNI environment.
- * @param className         The enum class name.
- * @param valueName         The name of the enum value
- * @param out               (out param) on success, a local reference to an
- *                          instance of the enum object.  (Since Java enums are
- *                          singletones, this is also the only instance.)
- *
- * @return                  NULL on success; exception otherwise
- */
-jthrowable fetchEnumInstance(JNIEnv *env, const char *className,
-                             const char *valueName, jobject *out);
-
-#endif /*LIBHDFS_JNI_HELPER_H*/
-
-/**
- * vim: ts=4: sw=4: et:
- */
-
diff --git a/src/io/hdfs/hdfs_lib/src/libhdfs/platform.h b/src/io/hdfs/hdfs_lib/src/libhdfs/platform.h
deleted file mode 100644
index c63bbf9e..00000000
--- a/src/io/hdfs/hdfs_lib/src/libhdfs/platform.h
+++ /dev/null
@@ -1,34 +0,0 @@
-/**
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-#ifndef LIBHDFS_PLATFORM_H
-#define LIBHDFS_PLATFORM_H
-
-#include <pthread.h>
-
-/* Use gcc type-checked format arguments. */
-#define TYPE_CHECKED_PRINTF_FORMAT(formatArg, varArgs) \
-  __attribute__((format(printf, formatArg, varArgs)))
-
-/*
- * Mutex and thread data types defined by pthreads.
- */
-typedef pthread_mutex_t mutex;
-typedef pthread_t threadId;
-
-#endif
diff --git a/src/io/hdfs/hdfs_lib/src/native.rs b/src/io/hdfs/hdfs_lib/src/native.rs
deleted file mode 100644
index d9dce027..00000000
--- a/src/io/hdfs/hdfs_lib/src/native.rs
+++ /dev/null
@@ -1,827 +0,0 @@
-//! libhdfs FFI Binding APIs
-#![allow(non_camel_case_types)]
-#![allow(non_snake_case)]
-
-use libc::{
-  c_char, 
-  c_int, 
-  c_short,
-  c_void, 
-  int16_t, 
-  int32_t, 
-  int64_t,
-  uint16_t,
-  size_t,
-  time_t
-};
-
-/// Opaque Pointer of hdfsFS
-pub enum hdfsFS {}
-
-/// Opaque Pointer of hdfsFile
-pub enum hdfsFile {}
-
-/// Opaque Pointer of hdfsBuilder
-pub enum hdfsBuilder {}
-
-/// Opaque Pointer of hadoopRzOptions
-pub enum hadoopRzOptions {}
-
-/// Opaque Pointer of hadoopRzBuffer
-pub enum hadoopRzBuffer {}
-
-/// size of data for read/write io ops
-pub type tSize = int32_t;
-/// time type in seconds
-pub type tTime = time_t;
-/// offset within the file
-pub type tOffset = int64_t;
-/// port
-pub type tPort = uint16_t;
-
-#[repr(C)]
-pub enum tObjectKind 
-{
-  kObjectKindFile = 0x46, // 'F'
-  kObjectKindDirectory = 0x44 // 'D'
-}
-
-/// Information about a file/directory.
-#[repr(C)]
-pub struct hdfsReadStatistics 
-{
-  pub totalBytesRead : u64,
-  pub totalLocalBytesRead : u64,
-  pub totalShortCircuitBytesRead : u64,
-  pub totalZeroCopyBytesRead : u64
-}
-
-#[repr(C)]
-pub struct hdfsFileInfo 
-{
-  /// file or directory
-  pub mKind: tObjectKind,
-  /// the name of the file
-  pub mName: *const c_char,
-  /// the last modification time for the file in seconds
-  pub mLastMod: tTime,
-  /// the size of the file in bytes
-  pub mSize: tOffset,
-  /// the count of replicas
-  pub mReplication: c_short,
-  /// the block size for the file
-  pub mBlockSize: tOffset,
-  /// the owner of the file
-  pub mOwner: *const c_char,
-  /// the group associated with the file
-  pub mGroup: *const c_char,
-  /// the permissions associated with the file
-  pub mPermissions: c_short,
-  /// the last access time for the file in seconds
-  pub mLastAccess: tTime,
-}
-
-#[link(name="hdfs")]
-extern "C" {
-  
-  /// Determine if a file is open for read.
-  ///
-  /// #### Params
-  /// * ```file``` - the HDFS file
-  ///
-  /// #### Return
-  /// Return 1 if the file is open for read; 0 otherwise
-  pub fn hdfsFileIsOpenForRead(fs: *const hdfsFile) -> c_int;
-  
-  /// Determine if a file is open for write.
-  /// 
-  /// #### Params
-  /// * ```file``` - the HDFS file
-  ///
-  /// #### Return
-  /// Return 1 if the file is open for write; 0 otherwise.
-  pub fn hdfsFileIsOpenForWrite(file: *const hdfsFile) -> c_int;
-  
-  /// Get read statistics about a file.  This is only applicable to files 
-  /// opened for reading.
-  ///
-  /// #### Params
-  /// * ```file``` - The HDFS file
-  /// * ```stats``` - (out parameter) on a successful return, the read statistics.  
-  /// Unchanged otherwise. You must free the returned statistics with 
-  /// hdfsFileFreeReadStatistics.
-  ///
-  /// #### Return
-  /// * 0 if the statistics were successfully returned,
-  /// * -1 otherwise.  On a failure, please check errno against
-  /// * ENOTSUP. webhdfs, LocalFilesystem, and so forth may 
-  /// not support read statistics.
-  pub fn hdfsFileGetReadStatistics(file: *const hdfsFile, 
-                   stats: &mut *mut hdfsReadStatistics) -> c_int;
-  
-  /// HDFS read statistics for a file,
-  /// 
-  /// #### Params
-  /// * ```stats``` - HDFS read statistics for a file.
-  /// 
-  /// #### Return
-  /// Return the number of remote bytes read.
-  pub fn hdfsReadStatisticsGetRemoteBytesRead(
-    stats: *const hdfsReadStatistics) -> int64_t;
-  
-  /// Free some HDFS read statistics.
-  ///
-  /// #### Params
-  /// * ```stats``` - The HDFS read statistics to free.
-  pub fn hdfsFileFreeReadStatistics(stats: *mut hdfsReadStatistics);
-  
-  /// Connect to a hdfs file system as a specific user.
-  ///
-  /// #### Params
-  /// * ```nn``` - The NameNode.  See hdfsBuilderSetNameNode for details.
-  /// * ```port``` - The port on which the server is listening.
-  /// * ```param``` - user the user name (this is hadoop domain user). 
-  /// Or ```NULL``` is equivelant to hhdfsConnect(host, port)
-  /// 
-  /// #### Return
-  /// Returns a handle to the filesystem or ```NULL``` on error.  
-  pub fn hdfsConnectAsUser(host: *const c_char, 
-                       uint16_t: u16, user: 
-                       *const c_char) -> *const hdfsFS;
-  
-  /// Connect to a hdfs file system.
-  ///
-  /// This API is deprecated. Use hdfsBuilderConnect instead.
-  ///
-  /// #### Params
-  /// * ```nn``` - The NameNode.  See hdfsBuilderSetNameNode for details.
-  /// * ```port``` - The port on which the server is listening.
-  ///
-  /// #### Return
-  /// Returns a handle to the filesystem or ```NULL``` on error.
-  pub fn hdfsConnect(host: *const c_char, uint16_t: tPort) -> *const hdfsFS;
-  
-  /// Connect to an hdfs file system.
-  /// 
-  /// Forces a new instance to be created. This API is deprecated.
-  /// Use hdfsBuilderConnect instead. 
-  ///
-  /// #### Params
-  /// * ```nn``` - The NameNode.  See hdfsBuilderSetNameNode for details.
-  /// * ```port``` - The port on which the server is listening.
-  /// * ```user``` - The user name to use when connecting
-  ///
-  /// #### Return
-  /// Returns a handle to the filesystem or ```NULL``` on error.
-  pub fn hdfsConnectAsUserNewInstance(host: *const c_char, 
-                    uint16_t: tPort,
-                    user: *const c_char) -> *const hdfsFS;
-  
-  /// Connect to an hdfs file system.
-  /// 
-  /// Forces a new instance to be created. This API is deprecated.
-  /// Use hdfsBuilderConnect instead. 
-  ///
-  /// #### Params
-  /// * ```nn``` - The NameNode.  See hdfsBuilderSetNameNode for details.
-  /// * ```port``` - The port on which the server is listening.
-  ///
-  /// #### Return
-  /// Returns a handle to the filesystem or ```NULL``` on error.
-  pub fn hdfsConnectNewInstance(host: *const c_char, 
-                            uint16_t: tPort) -> *const hdfsFS;
-  
-  /// Connect to HDFS using the parameters defined by the builder.
-  ///
-  /// The HDFS builder will be freed, whether or not the connection was successful.
-  ///
-  /// Every successful call to hdfsBuilderConnect should be matched with a call
-  /// to hdfsDisconnect, when the hdfsFS is no longer needed.
-  /// 
-  /// #### Params
-  /// * ```bld``` - The HDFS builder
-  ///
-  /// #### Return
-  /// Returns a handle to the filesystem, or ```NULL``` on error.
-  pub fn hdfsBuilderConnect(bld : *mut hdfsBuilder) -> *const hdfsFS;
-
-
-  /// Create an HDFS builder.
-  ///
-  /// #### Return
-  /// The HDFS builder, or ```NULL``` on error.
-  pub fn hdfsNewBuilder() -> *mut hdfsBuilder;
-  
-  /// Force the builder to always create a new instance of the FileSystem,
-  /// rather than possibly finding one in the cache.
-  ///
-  /// #### Params
-  /// * ```bld``` - The HDFS builder
-  pub fn hdfsBuilderSetForceNewInstance(bld: *mut hdfsBuilder);
-
-  /// Set the HDFS NameNode to connect to.
-  ///
-  /// #### Params
-  /// * bld - The HDFS builder
-  /// * nn - The NameNode to use. If the string given is 'default', the default NameNode
-  /// configuration will be used (from the XML configuration files).
-  /// If ```NULL``` is given, a LocalFileSystem will be created.
-  /// If the string starts with a protocol type such as ```file://``` or
-  /// ```hdfs://```, this protocol type will be used.  If not, the
-  /// ```hdfs://``` protocol type will be used.
-  /// You may specify a NameNode port in the usual way by
-  /// passing a string of the format ```hdfs://<hostname>:<port>```.
-  /// Alternately, you may set the port with hdfsBuilderSetNameNodePort.
-  /// However, you must not pass the port in two different ways.
-  pub fn hdfsBuilderSetNameNode(bld: *mut hdfsBuilder, host: *const c_char);
-
-  /// Set the port of the HDFS NameNode to connect to.
-  ///
-  /// #### Params
-  /// * bld - The HDFS builder
-  /// * port - The port.
-  pub fn hdfsBuilderSetNameNodePort(bld: *mut hdfsBuilder, port : uint16_t);
-
-  /// Set the username to use when connecting to the HDFS cluster.
-  ///
-  /// #### Params
-  /// * bld - The HDFS builder
-  /// * userName - The user name.  The string will be shallow-copied.
-  pub fn hdfsBuilderSetUserName(bld: *mut hdfsBuilder, userName: *const c_char);
-
-  /// Set the path to the Kerberos ticket cache to use when connecting to
-  /// the HDFS cluster.
-  ///
-  /// #### Params
-  /// * ```bld``` - The HDFS builder
-  /// * ```kerbTicketCachePath``` - The Kerberos ticket cache path.  The string
-  /// will be shallow-copied.
-  pub fn hdfsBuilderSetKerbTicketCachePath(bld: *mut hdfsBuilder, 
-      kerbTicketCachePath: *const c_char);
-
-  /// Free an HDFS builder.
-  ///
-  /// It is normally not necessary to call this function since
-  /// hdfsBuilderConnect frees the builder.
-  ///
-  /// #### Params
-  /// * ```bld``` - The HDFS builder
-  pub fn hdfsFreeBuilder(bld: *mut hdfsBuilder);
-  
-  /// Set a configuration string for an HdfsBuilder.
-  ///
-  /// #### Params
-  /// * ```key``` - The key to set.
-  /// * ```val``` - The value, or ```NULL``` to set no value.
-  /// This will be shallow-copied.  You are responsible for
-  /// ensuring that it remains valid until the builder is freed.
-  ///
-  /// #### Return
-  /// 0 on success; nonzero error code otherwise.
-  pub fn hdfsBuilderConfSetStr(bld: *mut hdfsBuilder, 
-                           key: *const c_char , value: *const c_char) -> c_int;
-  
-  /// Get a configuration string.
-  ///
-  /// #### Params
-  /// * ```key``` - The key to find
-  /// * ```val``` - (out param) The value.  This will be set to NULL if the
-  /// key isn't found.  You must free this string with
-  /// ```hdfsConfStrFree```.
-  ///
-  /// #### Return
-  /// 0 on success; nonzero error code otherwise. 
-  /// Failure to find the key is not an error.
-  pub fn hdfsConfGetStr(value : *const c_char, val: *mut *mut c_char) -> c_int;
-
-  /// Get a configuration integer.
-  /// 
-  /// #### Params
-  /// * ```key``` - The key to find
-  /// * ```val``` - (out param) The value.  This will NOT be changed if the
-  /// key isn't found.
-  ///
-  /// #### Return
-  /// 0 on success; nonzero error code otherwise.
-  /// Failure to find the key is not an error.
-  pub fn hdfsConfGetInt(key: *const c_char, val: *mut int32_t) -> c_int;
-  
-  /// Free a configuration string found with hdfsConfGetStr. 
-  ///
-  /// #### Params
-  /// * ```val``` - A configuration string obtained from hdfsConfGetStr
-  pub fn hdfsConfStrFree(val: *const c_char);
-   
-  /// hdfsDisconnect - Disconnect from the hdfs file system.
-  /// Disconnect from hdfs.
-  ///
-  /// #### Params
-  /// * ```fs``` - The configured filesystem handle.
-  /// 
-  /// #### Return
-  /// Returns 0 on success, -1 on error.
-  /// Even if there is an error, the resources associated with the
-  /// hdfsFS will be freed.
-  pub fn hdfsDisconnect(fs: *const hdfsFS) -> c_int;
-
-  /// Open a hdfs file in given mode.
-  /// 
-  /// #### Params
-  /// * ```fs``` - The configured filesystem handle.
-  /// * ```file``` - The file handle.
-  /// * ```flags``` - an ```|``` of ```bits/fcntl.h``` file flags - 
-  /// supported flags are O_RDONLY, O_WRONLY (meaning create or overwrite 
-  /// i.e., implies O_TRUNCAT), O_WRONLY|O_APPEND. Other flags are generally 
-  /// ignored other than (O_RDWR || (O_EXCL & O_CREAT)) which return ```NULL``` and 
-  /// set errno equal ENOTSUP.
-  /// * ```bufferSize``` - Size of buffer for read/write - pass 0 if you want
-  /// to use the default configured values.
-  /// * ```replication``` Block replication - pass 0 if you want to use
-  /// the default configured values.
-  /// * ```blocksize``` - Size of block - pass 0 if you want to use the
-  /// default configured values.
-  ///
-  /// #### Return
-  /// Returns 0 on success, -1 on error. On error, errno will be set appropriately.
-  /// If the hdfs file was valid, the memory associated with it will
-  /// be freed at the end of this call, even if there was an I/O error.
-  pub fn hdfsOpenFile(fs: *const hdfsFS, path: *const c_char, flags: c_int, 
-                      bufferSize: c_int, replication: c_short, 
-                      blocksize: int32_t) -> *const hdfsFile;
-
-
-  /// Close an open file. 
-  ///
-  /// #### Params
-  /// * ```fs``` - The configured filesystem handle.
-  /// * ```file``` - The file handle.
-  ///
-  /// #### Return
-  /// Returns 0 on success, -1 on error.  On error, errno will be set 
-  /// appropriately.If the hdfs file was valid, the memory associated 
-  /// with it will be freed at the end of this call, even if there was 
-  /// an I/O error.
-  pub fn hdfsCloseFile(fs: *const hdfsFS, file: *const hdfsFile) -> c_int;
-
-  /// Checks if a given path exsits on the filesystem 
-  ///
-  /// #### Params
-  /// * ```fs``` - The configured filesystem handle.
-  /// * ```path``` - The path to look for
-  ///
-  /// #### Return
-  /// Returns 0 on success, -1 on error.  
-  pub fn hdfsExists(fs: *const hdfsFS, path: *const c_char) -> c_int;
-
-   
-  /// Seek to given offset in file.
-  ///
-  /// This works only for files opened in read-only mode. 
-  ///
-  /// #### Params
-  /// ```fs``` The configured filesystem handle.
-  /// ```file``` The file handle.
-  /// ```desiredPos``` Offset into the file to seek into.
-  ///
-  /// #### Return
-  /// @return Returns 0 on success, -1 on error.
-  pub fn hdfsSeek(fs: *const hdfsFS, file: *const hdfsFile, 
-    desiredPos: tOffset) -> c_int;
-
-  /// Get the current offset in the file, in bytes.
-  ///
-  /// #### Params
-  ///
-  /// ```fs``` - The configured filesystem handle.
-  /// ```file``` - The file handle.
-  ///
-  /// #### Return
-  /// Current offset, -1 on error.
-  pub fn hdfsTell(fs: *const hdfsFS, file: *const hdfsFile) -> tOffset;
-
-  /// Read data from an open file.
-  ///
-  /// #### Params
-  /// * ```fs``` - The configured filesystem handle.
-  /// * ```file``` - The file handle.
-  /// * ```buffer``` - The buffer to copy read bytes into.
-  /// * ```length``` - The length of the buffer.
-  ///
-  /// #### Return
-  /// On success, a positive number indicating how many bytes were read.
-  /// On end-of-file, 0. On error, -1.  Errno will be set to the error code.
-  /// Just like the POSIX read function, hdfsRead will return -1
-  /// and set errno to EINTR if data is temporarily unavailable,
-  /// but we are not yet at the end of the file.
-  pub fn hdfsRead(fs: *const hdfsFS, file: *const hdfsFile, buffer: *mut c_void, 
-    length: tSize) -> tSize;
-
-  /// Positional read of data from an open file.
-  ///
-  /// #### Params
-  /// * ```fs``` - The configured filesystem handle.
-  /// * ```file``` - The file handle.
-  /// * ```position``` - Position from which to read
-  /// * ```buffer``` - The buffer to copy read bytes into.
-  /// * ```length``` - The length of the buffer.
-  ///
-  /// #### Return
-  /// See hdfsRead
-  pub fn hdfsPread(fs: *const hdfsFS, file: *const hdfsFile, position: tOffset,
-    buffer: *mut c_void, length: tSize) -> tSize;
-
-  /// Write data into an open file.
-  ///
-  /// #### Params
-  /// * ```fs``` - The configured filesystem handle.
-  /// * ```file``` - The file handle.
-  /// * ```buffer``` - The data.
-  /// * ```length``` - The no. of bytes to write. 
-  ///
-  /// #### Return
-  /// the number of bytes written, -1 on error.
-  pub fn hdfsWrite(fs: *const hdfsFS, file: *const hdfsFile, 
-    buffer: *const c_void, length: tSize) -> tSize;
-
-  /// Flush the data. 
-  ///
-  /// #### Params
-  /// * ```fs``` - The configured filesystem handle.
-  /// * ```file``` - The file handle.
-  ///
-  /// #### Return
-  /// Returns 0 on success, -1 on error. 
-  pub fn hdfsFlush(fs: *const hdfsFS, file: *const hdfsFile) -> c_int;
-
-  /// Flush out the data in client's user buffer. After the return of this 
-  /// call, new readers will see the data.
-  ///
-  /// #### Params
-  /// * ```fs``` - The configured filesystem handle.
-  /// * ```file``` - The file handle.
-  ///
-  /// #### Return
-  /// 0 on success, -1 on error and sets errno
-  pub fn hdfsHFlush(fs: *const hdfsFS, file: *const hdfsFile) -> c_int;
-
-  /// Similar to posix fsync, Flush out the data in client's 
-  /// user buffer. all the way to the disk device (but the disk may have
-  /// it in its cache).
-  ///
-  /// #### Params
-  /// * ```fs``` - The configured filesystem handle.
-  /// * ```file``` - The file handle.
-  ///
-  /// #### Return
-  /// 0 on success, -1 on error and sets errno
-  pub fn hdfsHSync(fs: *const hdfsFS, file: *const hdfsFile) -> c_int;
-
-  /// Number of bytes that can be read from this input stream without 
-  /// blocking.
-  ///
-  /// #### Params
-  /// * ```fs``` - The configured filesystem handle.
-  /// * ```file``` - The file handle.
-  ///
-  /// #### Return
-  /// 0 on success, -1 on error and sets errno
-  pub fn hdfsAvailable(fs: *const hdfsFS, file: *const hdfsFile) -> c_int;
-
-  /// Copy file from one filesystem to another.
-  ///
-  /// #### Params
-  /// * ```srcFS``` - The handle to source filesystem.
-  /// * ```src``` - The path of source file. 
-  /// * ```dstFS``` - The handle to destination filesystem.
-  /// * ```dst``` - The path of destination file.
-  ///
-  /// #### Return
-  /// Returns 0 on success, -1 on error.
-  pub fn hdfsCopy(srcFS: *const hdfsFS, src: *const c_char, 
-    dstFS: *const hdfsFS, dst: *const c_char) -> c_int;
-
-  /// Move file from one filesystem to another.
-  ///
-  /// #### Params
-  /// * ```srcFS``` - The handle to source filesystem.
-  /// * ```src``` - The path of source file. 
-  /// * ```dstFS``` - The handle to destination filesystem.
-  /// * ```dst``` - The path of destination file. 
-  ///
-  /// #### Return
-  /// Returns 0 on success, -1 on error.
-  pub fn hdfsMove(srcFS: *const hdfsFS, src: *const c_char, 
-    dstFS: *const hdfsFS, dst: *const c_char) -> c_int;
-
-  /// Delete file. 
-  ///
-  /// #### Params
-  /// * ```fs``` - The configured filesystem handle.
-  /// * ```path``` - The path of the file. 
-  /// * ```recursive``` - if path is a directory and set to 
-  /// non-zero, the directory is deleted else throws an exception. In
-  /// case of a file the recursive argument is irrelevant.
-  ///
-  /// #### Return
-  /// Returns 0 on success, -1 on error. 
-  pub fn hdfsDelete(fs: *const hdfsFS, path: *const c_char, 
-    recursive: c_int) -> c_int;
-
-  /// Rename file. 
-  ///
-  /// #### Params
-  /// * ```fs``` - The configured filesystem handle.
-  /// * ```oldPath``` - The path of the source file. 
-  /// * ```newPath``` - The path of the destination file. 
-  ///
-  /// #### Return
-  /// Returns 0 on success, -1 on error.
-  pub fn hdfsRename(fs: *const hdfsFS, oldPath: *const c_char, 
-    newPath: *const c_char) -> c_int;
-
-  /// Get the current working directory for the given filesystem.
-  ///
-  /// #### Params
-  /// * ```fs``` - The configured filesystem handle.
-  /// * ```buffer``` - The user-buffer to copy path of cwd into. 
-  /// * ```bufferSize``` - The length of user-buffer.
-  ///
-  /// #### Return
-  /// Returns buffer, ```NULL``` on error.
-  pub fn hdfsGetWorkingDirectory(fs: *const hdfsFS, buffer: *mut c_char, 
-    bufferSize: size_t) -> *mut c_char;
-
-  /// Set the working directory. All relative paths will be resolved relative 
-  /// to it.
-  ///
-  /// #### Params
-  /// * ```fs``` - The configured filesystem handle.
-  /// * ```path``` - The path of the new 'cwd'. 
-  ///
-  /// #### Return
-  /// Returns 0 on success, -1 on error. 
-  pub fn hdfsSetWorkingDirectory(fs: *const hdfsFS, path: *const c_char) 
-    -> c_int;
-
-  /// Make the given file and all non-existent parents into directories.
-  ///  
-  /// #### Params
-  /// * ```fs``` - The configured filesystem handle.
-  /// * ```path``` - The path of the directory. 
-  ///
-  /// #### Return
-  /// Returns 0 on success, -1 on error. 
-  pub fn hdfsCreateDirectory(fs: *const hdfsFS, path: *const c_char) -> c_int;
-
-  /// Set the replication of the specified file to the supplied value
-  ///
-  /// #### Params
-  /// * ```fs``` The configured filesystem handle.
-  /// * ```path``` The path of the directory.
-  ///
-  /// #### Return
-  /// Returns 0 on success, -1 on error. 
-  pub fn hdfsSetReplication(fs: *const hdfsFS, path: *const c_char, 
-    replication: int16_t) -> c_int;
-
-
-  /// Get list of files/directories for a given directory-path.
-  /// hdfsFreeFileInfo should be called to deallocate memory.
-  ///
-  /// #### Params
-  /// * ```fs``` - The configured filesystem handle.
-  /// * ```path``` - The path of the directory. 
-  /// * ```numEntries``` - Set to the number of files/directories in path.
-  ///
-  /// #### Return
-  /// Returns a dynamically-allocated array of hdfsFileInfo objects; ```NULL``` on 
-  /// error.
-  pub fn hdfsListDirectory(fs: *const hdfsFS, path: *const c_char,
-    numEntries: *mut c_int) -> *const hdfsFileInfo;
-
-  /// Get information about a path as a (dynamically allocated) single
-  /// hdfsFileInfo struct. hdfsFreeFileInfo should be called when the 
-  /// pointer is no longer needed.
-  ///
-  /// #### Params
-  /// * ```fs``` - The configured filesystem handle.
-  /// * ```path``` The path of the file.
-  /// 
-  /// #### Params
-  /// Returns a dynamically-allocated hdfsFileInfo object; ```NULL``` on error.
-  pub fn hdfsGetPathInfo(fs: *const hdfsFS, path: *const c_char) 
-    -> *const hdfsFileInfo;
-
-  /// Free up the hdfsFileInfo array (including fields) 
-  ///
-  /// #### Params
-  /// * ```hdfsFileInfo``` The array of dynamically-allocated hdfsFileInfo objects.
-  /// * ```numEntries``` The size of the array.
-  pub fn hdfsFreeFileInfo(hdfsFileInfo: *const hdfsFileInfo, numEntries: c_int);
-
-  /// hdfsFileIsEncrypted: determine if a file is encrypted based on its
-  /// hdfsFileInfo.
-  ///
-  /// #### Return
-  /// -1 if there was an error (errno will be set), 0 if the file is
-  /// not encrypted, 1 if the file is encrypted.
-  pub fn hdfsFileIsEncrypted(hdfsFileInfo: *const hdfsFileInfo) -> c_int;
-
-  /// Get hostnames where a particular block (determined by pos & blocksize) 
-  /// of a file is stored. The last element in the array is ```NULL```. 
-  /// Due to replication, a single block could be present on multiple hosts.
-  /// 
-  /// #### Params
-  /// * ```fs``` The configured filesystem handle.
-  /// * ```path``` - The path of the file. 
-  /// * ```start``` - The start of the block.
-  /// * ```length``` - The length of the block.
-  ///
-  /// #### Return
-  /// Returns a dynamically-allocated 2-d array of blocks-hosts; ```NULL``` 
-  /// on error.
-  pub fn hdfsGetHosts(fs: *const hdfsFS, path: *const c_char,
-            start: tOffset, length: tOffset) -> *const *const *const c_char;
-
-  /// Free up the structure returned by hdfsGetHosts
-  ///
-  /// #### Params
-  /// * ```hdfsFileInfo``` - The array of dynamically-allocated 
-  /// hdfsFileInfo objects.
-  /// * ```numEntries``` - The size of the array.
-  pub fn hdfsFreeHosts(blockHosts: *const *const *const c_char);
-
-  /// Get the default blocksize.
-  ///
-  /// This API is deprecated. Use hdfsGetDefaultBlockSizeAtPath instead.
-  /// 
-  /// #### Params
-  /// * ```fs``` - The configured filesystem handle.
-  ///
-  /// #### Return
-  /// Returns the default blocksize, or -1 on error.
-  pub fn hdfsGetDefaultBlockSize(fs: *const hdfsFS) -> tOffset;
-
-  /// Get the default blocksize at the filesystem indicated by a given path.
-  ///
-  /// #### Params
-  /// * ```fs``` - The configured filesystem handle.
-  /// * ```path``` - The given path will be used to locate the actual
-  /// filesystem.  The full path does not have to exist.
-  ///
-  /// #### Return
-  /// Returns the default blocksize, or -1 on error.
-  pub fn hdfsGetDefaultBlockSizeAtPath(fs: *const hdfsFS, path: *const c_char) 
-    -> tOffset;
-
-  /// Return the raw capacity of the filesystem. 
-  ///
-  /// #### Params
-  /// * ```fs``` - The configured filesystem handle.
-  ///
-  /// #### Return
-  /// Returns the raw-capacity; -1 on error. 
-  pub fn hdfsGetCapacity(fs: *const hdfsFS) -> tOffset;
-
-  /// Return the total raw size of all files in the filesystem.
-  ///
-  /// #### Params
-  /// * ```fs``` - The configured filesystem handle.
-  /// #### Return
-  /// Returns the total-size; -1 on error. 
-  pub fn hdfsGetUsed(fs: *const hdfsFS) -> tOffset;
-
-  /// Change the user and/or group of a file or directory.
-  ///
-  /// #### Params
-  /// * ```fs``` - The configured filesystem handle.
-  /// * ```path``` - the path to the file or directory
-  /// * ```owner``` - User string.  Set to ```NULL``` for 'no change'
-  /// * ```group``` - Group string.  Set to ```NULL``` for 'no change'
-  ///
-  /// #### Return
-  /// 0 on success else -1
-  pub fn hdfsChown(fs: *const hdfsFS, path: *const c_char,
-    owner: *const c_char, group: *const c_char) -> c_int;
-
-  /// hdfsChmod
-  ///
-  /// #### Params
-  /// * ```fs``` - The configured filesystem handle.
-  /// * ```path``` - the path to the file or directory
-  ///
-  /// #### Return
-  /// 0 on success else -1
-  pub fn hdfsChmod(fs: *const hdfsFS, path: *const c_char, mode: c_short) 
-    -> c_int;
-
-  /// hdfsUtime
-  ///
-  /// #### Params
-  /// * ```fs``` - The configured filesystem handle.
-  /// * ```path``` - the path to the file or directory
-  /// * ```mtime``` - new modification time or -1 for no change
-  /// * ```atime``` - new access time or -1 for no change
-  ///
-  /// #### Return
-  /// 0 on success else -1
-  pub fn hdfsUtime(fs: *const hdfsFS, path: *const c_char, mtime: tTime, 
-    atime: tTime) -> c_int;
-
-  /// Allocate a zero-copy options structure.
-  ///
-  /// You must free all options structures allocated with this function using
-  /// hadoopRzOptionsFree.
-  ///
-  /// #### Return 
-  /// A zero-copy options structure, or ```NULL``` if one could not be allocated.
-  /// If ```NULL``` is returned, errno will contain the error number.
-  pub fn hadoopRzOptionsAlloc() -> *const hadoopRzOptions;
-
-  /// Determine whether we should skip checksums in read0.
-  ///
-  /// #### Params
-  /// * ```opts``` - The options structure.
-  /// * ```skip``` - Nonzero to skip checksums sometimes; zero to always
-  /// check them.
-  ///
-  /// #### Return
-  /// 0 on success; -1 plus errno on failure.
-  pub fn hadoopRzOptionsSetSkipChecksum(
-            opts: *const hadoopRzOptions, skip: c_int) -> c_int;
-
-  /// Set the ByteBufferPool to use with read0.
-  ///
-  /// #### Params
-  /// * ```opts``` - The options structure.
-  /// * ```className``` - If this is ```NULL```, we will not use any
-  /// ByteBufferPool.  If this is non-NULL, it will be
-  /// treated as the name of the pool class to use.
-  /// For example, you can use ELASTIC_BYTE_BUFFER_POOL_CLASS.
-  ///
-  /// #### Return
-  /// 0 if the ByteBufferPool class was found and instantiated;
-  /// -1 plus errno otherwise.
-  pub fn hadoopRzOptionsSetByteBufferPool(
-            opts: *const hadoopRzOptions, className: *const c_char) -> c_int;
-
-  /// Free a hadoopRzOptionsFree structure.
-  ///
-  /// #### Params
-  /// * ```opts``` - The options structure to free.
-  /// Any associated ByteBufferPool will also be freed.  
-  pub fn hadoopRzOptionsFree(opts: *const hadoopRzOptions);
-
-  /// Perform a byte buffer read. If possible, this will be a zero-copy 
-  /// (mmap) read.
-  ///
-  /// #### Params
-  /// * ```file``` - The file to read from.
-  /// * ```opts``` - An options structure created by hadoopRzOptionsAlloc.
-  /// * ```maxLength``` - The maximum length to read.  We may read fewer bytes
-  /// than this length.
-  ///
-  /// #### Return
-  /// On success, we will return a new hadoopRzBuffer. This buffer will 
-  /// continue to be valid and readable until it is released by 
-  /// readZeroBufferFree. Failure to release a buffer will lead to a memory 
-  /// leak. You can access the data within the hadoopRzBuffer with 
-  /// hadoopRzBufferGet.  If you have reached EOF, the data within the 
-  /// hadoopRzBuffer will be ```NULL```. You must still free hadoopRzBuffer 
-  /// instances containing ```NULL```.
-  ///
-  /// On failure, we will return ```NULL``` plus an errno code. 
-  /// ```errno = EOPNOTSUPP``` indicates that we could not do a zero-copy
-  ///  read, and there was no ByteBufferPool supplied.
-  pub fn hadoopReadZero(file: *const hdfsFile, opts: *const hadoopRzOptions, 
-    maxLength: int32_t) -> *const hadoopRzBuffer;
-
-  /// Determine the length of the buffer returned from readZero.
-  ///
-  /// #### Params
-  /// * ```buffer``` - a buffer returned from readZero.
-  ///
-  /// #### Return
-  /// the length of the buffer.
-  pub fn hadoopRzBufferLength(buffer: *const hadoopRzBuffer) -> int32_t;
-
-  /// Get a pointer to the raw buffer returned from readZero.
-  ///
-  /// #### Params
-  /// * ```buffer``` - a buffer returned from readZero.
-  ///
-  /// #### Return
-  /// a pointer to the start of the buffer.  This will be ```NULL``` when 
-  /// end-of-file has been reached.
-  pub fn hadoopRzBufferGet(buffer: *const hadoopRzBuffer) -> *const c_void;
-
-  /// Release a buffer obtained through readZero.
-  ///
-  /// #### Params
-  /// * ```file``` - The hdfs stream that created this buffer.  This must be
-  /// the same stream you called hadoopReadZero on.
-  ///
-  /// #### Return
-  /// The buffer to release.
-  pub fn hadoopRzBufferFree(file: *const hdfsFile, buffer: *const hadoopRzBuffer);
-}
\ No newline at end of file
diff --git a/src/io/hdfs/hdfs_lib/src/native/libhdfs.a b/src/io/hdfs/hdfs_lib/src/native/libhdfs.a
deleted file mode 100644
index 2e214a5f371b95e2069a39ff45c996b26f805c1c..0000000000000000000000000000000000000000
GIT binary patch
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diff --git a/src/io/hdfs/hdfs_lib/src/native/libhdfs.so b/src/io/hdfs/hdfs_lib/src/native/libhdfs.so
deleted file mode 120000
index a464a499..00000000
--- a/src/io/hdfs/hdfs_lib/src/native/libhdfs.so
+++ /dev/null
@@ -1 +0,0 @@
-./libhdfs.so.0.0.0
\ No newline at end of file
diff --git a/src/io/hdfs/hdfs_lib/src/native/libhdfs.so.0.0.0 b/src/io/hdfs/hdfs_lib/src/native/libhdfs.so.0.0.0
deleted file mode 100755
index f1c71326155d9e556b4b8f1e9bc395c97294510f..0000000000000000000000000000000000000000
GIT binary patch
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diff --git a/src/io/hdfs/hdfs_lib/src/util.rs b/src/io/hdfs/hdfs_lib/src/util.rs
deleted file mode 100644
index bd563cb1..00000000
--- a/src/io/hdfs/hdfs_lib/src/util.rs
+++ /dev/null
@@ -1,83 +0,0 @@
-use libc::{c_char, c_int};
-use std::ffi::CStr;
-use std::str;
-
-use dfs::HdfsFs;
-use err::HdfsErr;
-use native::*;
-
-pub fn str_to_chars(s: &mut String) -> *const c_char {
-    s.push('\0');
-    s.as_bytes().as_ptr() as *const i8
-}
-
-pub fn chars_to_str<'a>(chars: *const c_char) -> &'a str {
-    let slice = unsafe { CStr::from_ptr(chars) }.to_bytes();
-    str::from_utf8(slice).unwrap()
-}
-
-pub fn bool_to_c_int(val: bool) -> c_int {
-    if val {
-        1
-    } else {
-        0
-    }
-}
-
-/// Hdfs Utility
-pub struct HdfsUtil;
-
-/// HDFS Utility
-impl HdfsUtil {
-    /// Copy file from one filesystem to another.
-    ///
-    /// #### Params
-    /// * ```srcFS``` - The handle to source filesystem.
-    /// * ```src``` - The path of source file.
-    /// * ```dstFS``` - The handle to destination filesystem.
-    /// * ```dst``` - The path of destination file.
-    pub fn copy(src_fs: &HdfsFs, src: &str, dst_fs: &HdfsFs, dst: &str) -> Result<bool, HdfsErr> {
-        let res = unsafe {
-            let mut s_src = String::from(src);
-            let mut s_dst = String::from(dst);
-            hdfsCopy(
-                src_fs.raw(),
-                str_to_chars(&mut s_src),
-                dst_fs.raw(),
-                str_to_chars(&mut s_dst),
-            )
-        };
-
-        if res == 0 {
-            Ok(true)
-        } else {
-            Err(HdfsErr::Unknown)
-        }
-    }
-
-    /// Move file from one filesystem to another.
-    ///
-    /// #### Params
-    /// * ```srcFS``` - The handle to source filesystem.
-    /// * ```src``` - The path of source file.
-    /// * ```dstFS``` - The handle to destination filesystem.
-    /// * ```dst``` - The path of destination file.
-    pub fn mv(src_fs: &HdfsFs, src: &str, dst_fs: &HdfsFs, dst: &str) -> Result<bool, HdfsErr> {
-        let res = unsafe {
-            let mut s_src = String::from(src);
-            let mut s_dst = String::from(dst);
-            hdfsMove(
-                src_fs.raw(),
-                str_to_chars(&mut s_src),
-                dst_fs.raw(),
-                str_to_chars(&mut s_dst),
-            )
-        };
-
-        if res == 0 {
-            Ok(true)
-        } else {
-            Err(HdfsErr::Unknown)
-        }
-    }
-}

From 06dcda078024e2296eb29a549b5633ab87031815 Mon Sep 17 00:00:00 2001
From: zhengmin <zhengmin.lai@gmail.com>
Date: Mon, 29 Jul 2019 11:44:21 +0800
Subject: [PATCH 319/391] partial commit

---
 Cargo.toml                                    |   82 +-
 LICENSE                                       |   36 +-
 README.md                                     |    4 +-
 benches/property.rs                           |    2 +-
 benches/test.rs                               |    2 +-
 examples/csv_to_static.rs                     |  364 +--
 examples/static_to_csv.rs                     |  118 +-
 examples/stats.rs                             |  136 +-
 src/algorithm/bfs.rs                          |  324 +--
 src/algorithm/conn_comp.rs                    |  404 +--
 src/algorithm/conn_subgraphs.rs               |  244 +-
 src/algorithm/dfs.rs                          |  376 +--
 src/algorithm/graph_induce.rs                 |  210 +-
 src/algorithm/graph_minus.rs                  |  375 +--
 src/algorithm/graph_union.rs                  |  339 +--
 src/algorithm/mod.rs                          |   70 +-
 src/generic/dtype.rs                          |  236 +-
 src/generic/edge.rs                           |  388 +--
 src/generic/graph.rs                          |  755 +++---
 src/generic/iter.rs                           |  116 +-
 src/generic/map.rs                            |   90 +-
 src/generic/mod.rs                            |   80 +-
 src/generic/node.rs                           |  352 +--
 src/graph_gen/general.rs                      |  194 +-
 src/graph_gen/helper.rs                       |  168 +-
 src/graph_gen/mod.rs                          |   60 +-
 src/graph_gen/random.rs                       |  228 +-
 src/graph_impl/graph_map/edge.rs              |  222 +-
 src/graph_impl/graph_map/graph.rs             | 2002 +++++++--------
 src/graph_impl/graph_map/mod.rs               |   94 +-
 src/graph_impl/graph_map/node.rs              |  450 ++--
 src/graph_impl/graph_vec/mod.rs               |  820 +++---
 src/graph_impl/mod.rs                         |  102 +-
 src/graph_impl/static_graph/edge_vec.rs       | 1192 ++++-----
 src/graph_impl/static_graph/graph.rs          | 1410 +++++------
 src/graph_impl/static_graph/mod.rs            |   62 +-
 src/graph_impl/static_graph/node.rs           |  116 +-
 .../static_graph/static_edge_iter.rs          |  186 +-
 src/io/csv/mod.rs                             |  148 +-
 src/io/csv/reader.rs                          |  606 ++---
 src/io/csv/record.rs                          |  660 ++---
 src/io/csv/writer.rs                          |  268 +-
 src/io/mmap.rs                                |  246 +-
 src/io/mod.rs                                 |   52 +-
 src/io/serde.rs                               |  154 +-
 src/lib.rs                                    |  120 +-
 src/map/mod.rs                                |   54 +-
 src/map/set_map.rs                            |  384 +--
 src/map/vec_map.rs                            |  372 +--
 src/prelude/mod.rs                            |   62 +-
 src/property/cached_property.rs               |  894 +++----
 src/property/fake_property.rs                 |  286 +--
 src/property/filter/arithmetic_expression.rs  |  174 +-
 src/property/filter/edge_property_filter.rs   |  140 +-
 src/property/filter/expression_operator.rs    |  576 ++---
 src/property/filter/hash_property_cache.rs    |  176 +-
 src/property/filter/lru_cache.rs              |  672 ++---
 src/property/filter/lru_property_cache.rs     |  284 +--
 src/property/filter/mod.rs                    |  190 +-
 src/property/filter/node_property_filter.rs   |  134 +-
 src/property/filter/predicate_expression.rs   |  190 +-
 src/property/filter/property_cache.rs         |  486 ++--
 src/property/filter/value_expression.rs       |  166 +-
 src/property/mod.rs                           |  336 +--
 src/property/property_parser.rs               |  704 +++---
 src/property/result_parser.rs                 |  244 +-
 src/property/rocks_property.rs                | 1344 +++++-----
 src/property/sled_property.rs                 | 1778 ++++++-------
 src/property/tikv_property.rs                 |  252 +-
 tests/algorithm.rs                            | 2244 ++++++++---------
 tests/converter.rs                            |  230 +-
 tests/cypher_tree/0.txt                       |   42 +-
 tests/cypher_tree/1.txt                       |   48 +-
 tests/cypher_tree/10.txt                      |   60 +-
 tests/cypher_tree/11.txt                      |   56 +-
 tests/cypher_tree/2.txt                       |   42 +-
 tests/cypher_tree/3.txt                       |   58 +-
 tests/cypher_tree/4.txt                       |   42 +-
 tests/cypher_tree/5.txt                       |   50 +-
 tests/cypher_tree/6.txt                       |   60 +-
 tests/cypher_tree/7.txt                       |   20 +-
 tests/cypher_tree/8.txt                       |  140 +-
 tests/cypher_tree/9.txt                       |   72 +-
 tests/cypher_tree/empty.txt                   |   32 +-
 tests/cypher_tree/string.txt                  |   38 +-
 tests/cypher_tree/undirected_dst2src.txt      |   48 +-
 tests/cypher_tree/undirected_src2dst.txt      |   48 +-
 tests/graph_gen.rs                            |  104 +-
 tests/graph_map.rs                            |  940 +++----
 tests/io.rs                                   |  232 +-
 tests/map.rs                                  |  190 +-
 tests/property.rs                             |  898 +++----
 tests/property_parser.rs                      |  660 ++---
 tests/result_parser.rs                        |  108 +-
 tests/static_graph.rs                         |  334 +--
 95 files changed, 15795 insertions(+), 15562 deletions(-)

diff --git a/Cargo.toml b/Cargo.toml
index 01d2d1fa..a8dd3a99 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -1,42 +1,42 @@
-[package]
-name = "rust_graph"
-version = "0.1.9"
-authors = ["Zhengyi Yang <zhengyi.yang@outlook.com>"]
-autoexamples = true
-edition="2018"
-
-[features]
-default = []
-usize_id = []
-
-[dependencies]
-indexmap = { version = "1.0.2",features = ["serde-1"] }
-memmap="0.7.0"
-serde = "1.0.80"
-serde_derive = "1.0.80"
-rand = "0.5.5"
-itertools = "0.7.8"
-bincode = "1.0.1"
-log = "0.4"
-csv = "1"
-counter = "0.4.3"
-serde_cbor = "0.9.0"
-regex =  "1"
-fixedbitset = "0.1.9"
-hashbrown = {version = "0.2.0", features = ["serde"] }
-rayon = "1.0.3"
-serde_json = "1.0.39"
-fxhash = "0.2.1"
-rocksdb = "0.12.2"
-lru = "0.1.15"
-scoped_threadpool = "0.1.9"
-tikv-client = { git = "https://github.com/tikv/client-rust.git" }
-futures-preview = { version = "0.3.0-alpha.17", features = ["compat"] }
-
-[dev-dependencies]
-tempfile = "3.0.4"
-clap = "2.32.0"
-criterion = "0.2"
-tempdir = "0.3.7"
-runtime = "0.3.0-alpha.3"
+[package]
+name = "rust_graph"
+version = "0.1.9"
+authors = ["Zhengyi Yang <zhengyi.yang@outlook.com>"]
+autoexamples = true
+edition="2018"
+
+[features]
+default = []
+usize_id = []
+
+[dependencies]
+indexmap = { version = "1.0.2",features = ["serde-1"] }
+memmap="0.7.0"
+serde = "1.0.80"
+serde_derive = "1.0.80"
+rand = "0.5.5"
+itertools = "0.7.8"
+bincode = "1.0.1"
+log = "0.4"
+csv = "1"
+counter = "0.4.3"
+serde_cbor = "0.9.0"
+regex =  "1"
+fixedbitset = "0.1.9"
+hashbrown = {version = "0.2.0", features = ["serde"] }
+rayon = "1.0.3"
+serde_json = "1.0.39"
+fxhash = "0.2.1"
+rocksdb = "0.12.2"
+lru = "0.1.15"
+scoped_threadpool = "0.1.9"
+tikv-client = { git = "https://github.com/tikv/client-rust.git" }
+futures-preview = { version = "0.3.0-alpha.17", features = ["compat"] }
+
+[dev-dependencies]
+tempfile = "3.0.4"
+clap = "2.32.0"
+criterion = "0.2"
+tempdir = "0.3.7"
+runtime = "0.3.0-alpha.3"
 runtime-tokio = "0.3.0-alpha.3"
\ No newline at end of file
diff --git a/LICENSE b/LICENSE
index 1a00df9c..ffd17c3b 100644
--- a/LICENSE
+++ b/LICENSE
@@ -1,18 +1,18 @@
-Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- 
-Licensed to the Apache Software Foundation (ASF) under one
-or more contributor license agreements.  See the NOTICE file
-distributed with this work for additional information
-regarding copyright ownership.  The ASF licenses this file
-to you under the Apache License, Version 2.0 (the
-"License"); you may not use this file except in compliance
-with the License.  You may obtain a copy of the License at
- 
-  http://www.apache.org/licenses/LICENSE-2.0
- 
-Unless required by applicable law or agreed to in writing,
-software distributed under the License is distributed on an
-"AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-KIND, either express or implied.  See the License for the
-specific language governing permissions and limitations
-under the License.
+Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ 
+Licensed to the Apache Software Foundation (ASF) under one
+or more contributor license agreements.  See the NOTICE file
+distributed with this work for additional information
+regarding copyright ownership.  The ASF licenses this file
+to you under the Apache License, Version 2.0 (the
+"License"); you may not use this file except in compliance
+with the License.  You may obtain a copy of the License at
+ 
+  http://www.apache.org/licenses/LICENSE-2.0
+ 
+Unless required by applicable law or agreed to in writing,
+software distributed under the License is distributed on an
+"AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+KIND, either express or implied.  See the License for the
+specific language governing permissions and limitations
+under the License.
diff --git a/README.md b/README.md
index c5e4945d..638ec6a1 100644
--- a/README.md
+++ b/README.md
@@ -1,3 +1,3 @@
-# rust\_graph\_lib
-
+# rust\_graph\_lib
+
 A graph libary written in Rust. 
\ No newline at end of file
diff --git a/benches/property.rs b/benches/property.rs
index 8b137891..d3f5a12f 100644
--- a/benches/property.rs
+++ b/benches/property.rs
@@ -1 +1 @@
-
+
diff --git a/benches/test.rs b/benches/test.rs
index 8b137891..d3f5a12f 100644
--- a/benches/test.rs
+++ b/benches/test.rs
@@ -1 +1 @@
-
+
diff --git a/examples/csv_to_static.rs b/examples/csv_to_static.rs
index 5ce57a33..59b1131a 100644
--- a/examples/csv_to_static.rs
+++ b/examples/csv_to_static.rs
@@ -1,182 +1,182 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-extern crate clap;
-extern crate rust_graph;
-
-use std::path::PathBuf;
-use std::time::Instant;
-
-use clap::{App, Arg};
-
-use rust_graph::io::read_from_csv;
-use rust_graph::io::serde::Serialize;
-use rust_graph::{DiGraphMap, UnGraphMap};
-
-fn main() {
-    let matches = App::new("CSV to StaticGraph Converter")
-        .arg(
-            Arg::with_name("node_file")
-                .short("n")
-                .long("node")
-                .takes_value(true),
-        )
-        .arg(
-            Arg::with_name("edge_file")
-                .short("e")
-                .long("edge")
-                .required(true)
-                .takes_value(true),
-        )
-        .arg(
-            Arg::with_name("out_file")
-                .short("o")
-                .long("out")
-                .takes_value(true),
-        )
-        .arg(
-            Arg::with_name("separator")
-                .short("s")
-                .long("separator")
-                .long_help("allowed separator: [comma|space|tab]")
-                .takes_value(true),
-        )
-        .arg(
-            Arg::with_name("has_headers")
-                .short("h")
-                .long("headers")
-                .multiple(true),
-        )
-        .arg(
-            Arg::with_name("is_flexible")
-                .short("f")
-                .long("flexible")
-                .multiple(true),
-        )
-        .arg(
-            Arg::with_name("is_directed")
-                .short("d")
-                .long("directed")
-                .multiple(true),
-        )
-        .arg(
-            Arg::with_name("reorder_node_id")
-                .short("i")
-                .long("reorder_nodes")
-                .multiple(true),
-        )
-        .arg(
-            Arg::with_name("reorded_label_id")
-                .short("l")
-                .long("reorder_labels")
-                .multiple(true),
-        )
-        .get_matches();
-
-    let node_file = matches.value_of("node_file").map(PathBuf::from);
-    let edge_file = PathBuf::from(matches.value_of("edge_file").unwrap());
-
-    let node_path = match node_file {
-        Some(p) => {
-            if p.is_dir() {
-                let mut vec = ::std::fs::read_dir(p)
-                    .unwrap()
-                    .map(|x| x.unwrap().path())
-                    .collect::<Vec<_>>();
-                vec.sort();
-
-                vec
-            } else {
-                vec![p]
-            }
-        }
-        None => Vec::new(),
-    };
-
-    let edge_path = if edge_file.is_dir() {
-        let mut vec = ::std::fs::read_dir(edge_file)
-            .unwrap()
-            .map(|x| x.unwrap().path())
-            .collect::<Vec<_>>();
-        vec.sort();
-
-        vec
-    } else {
-        vec![edge_file]
-    };
-
-    let out_file = PathBuf::from(matches.value_of("out_file").unwrap_or("graph.static"));
-    let separator = matches.value_of("separator");
-    let is_directed = matches.is_present("is_directed");
-    let has_headers = matches.is_present("has_headers");
-    let is_flexible = matches.is_present("is_flexible");
-    let reorder_node_id = matches.is_present("reorder_node_id");
-    let reorder_label_id = matches.is_present("reorder_label_id");
-
-    let start = Instant::now();
-
-    if is_directed {
-        let mut g = DiGraphMap::<String, String>::new();
-        println!("Reading graph");
-        read_from_csv(
-            &mut g,
-            node_path,
-            edge_path,
-            separator,
-            has_headers,
-            is_flexible,
-        );
-
-        println!("Converting graph");
-        let static_graph = g
-            .reorder_id(reorder_node_id, reorder_label_id, reorder_label_id)
-            .take_graph()
-            .unwrap()
-            .into_static();
-
-        static_graph.export(out_file).unwrap()
-    } else {
-        let mut g = UnGraphMap::<String, String>::new();
-        println!("Reading graph");
-        read_from_csv(
-            &mut g,
-            node_path,
-            edge_path,
-            separator,
-            has_headers,
-            is_flexible,
-        );
-
-        println!("Converting graph");
-        let static_graph = g
-            .reorder_id(reorder_node_id, reorder_label_id, reorder_label_id)
-            .take_graph()
-            .unwrap()
-            .into_static();
-
-        static_graph.export(out_file).unwrap()
-    }
-
-    let duration = start.elapsed();
-    println!(
-        "Finished in {} seconds.",
-        duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9
-    );
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+extern crate clap;
+extern crate rust_graph;
+
+use std::path::PathBuf;
+use std::time::Instant;
+
+use clap::{App, Arg};
+
+use rust_graph::io::read_from_csv;
+use rust_graph::io::serde::Serialize;
+use rust_graph::{DiGraphMap, UnGraphMap};
+
+fn main() {
+    let matches = App::new("CSV to StaticGraph Converter")
+        .arg(
+            Arg::with_name("node_file")
+                .short("n")
+                .long("node")
+                .takes_value(true),
+        )
+        .arg(
+            Arg::with_name("edge_file")
+                .short("e")
+                .long("edge")
+                .required(true)
+                .takes_value(true),
+        )
+        .arg(
+            Arg::with_name("out_file")
+                .short("o")
+                .long("out")
+                .takes_value(true),
+        )
+        .arg(
+            Arg::with_name("separator")
+                .short("s")
+                .long("separator")
+                .long_help("allowed separator: [comma|space|tab]")
+                .takes_value(true),
+        )
+        .arg(
+            Arg::with_name("has_headers")
+                .short("h")
+                .long("headers")
+                .multiple(true),
+        )
+        .arg(
+            Arg::with_name("is_flexible")
+                .short("f")
+                .long("flexible")
+                .multiple(true),
+        )
+        .arg(
+            Arg::with_name("is_directed")
+                .short("d")
+                .long("directed")
+                .multiple(true),
+        )
+        .arg(
+            Arg::with_name("reorder_node_id")
+                .short("i")
+                .long("reorder_nodes")
+                .multiple(true),
+        )
+        .arg(
+            Arg::with_name("reorded_label_id")
+                .short("l")
+                .long("reorder_labels")
+                .multiple(true),
+        )
+        .get_matches();
+
+    let node_file = matches.value_of("node_file").map(PathBuf::from);
+    let edge_file = PathBuf::from(matches.value_of("edge_file").unwrap());
+
+    let node_path = match node_file {
+        Some(p) => {
+            if p.is_dir() {
+                let mut vec = ::std::fs::read_dir(p)
+                    .unwrap()
+                    .map(|x| x.unwrap().path())
+                    .collect::<Vec<_>>();
+                vec.sort();
+
+                vec
+            } else {
+                vec![p]
+            }
+        }
+        None => Vec::new(),
+    };
+
+    let edge_path = if edge_file.is_dir() {
+        let mut vec = ::std::fs::read_dir(edge_file)
+            .unwrap()
+            .map(|x| x.unwrap().path())
+            .collect::<Vec<_>>();
+        vec.sort();
+
+        vec
+    } else {
+        vec![edge_file]
+    };
+
+    let out_file = PathBuf::from(matches.value_of("out_file").unwrap_or("graph.static"));
+    let separator = matches.value_of("separator");
+    let is_directed = matches.is_present("is_directed");
+    let has_headers = matches.is_present("has_headers");
+    let is_flexible = matches.is_present("is_flexible");
+    let reorder_node_id = matches.is_present("reorder_node_id");
+    let reorder_label_id = matches.is_present("reorder_label_id");
+
+    let start = Instant::now();
+
+    if is_directed {
+        let mut g = DiGraphMap::<String, String>::new();
+        println!("Reading graph");
+        read_from_csv(
+            &mut g,
+            node_path,
+            edge_path,
+            separator,
+            has_headers,
+            is_flexible,
+        );
+
+        println!("Converting graph");
+        let static_graph = g
+            .reorder_id(reorder_node_id, reorder_label_id, reorder_label_id)
+            .take_graph()
+            .unwrap()
+            .into_static();
+
+        static_graph.export(out_file).unwrap()
+    } else {
+        let mut g = UnGraphMap::<String, String>::new();
+        println!("Reading graph");
+        read_from_csv(
+            &mut g,
+            node_path,
+            edge_path,
+            separator,
+            has_headers,
+            is_flexible,
+        );
+
+        println!("Converting graph");
+        let static_graph = g
+            .reorder_id(reorder_node_id, reorder_label_id, reorder_label_id)
+            .take_graph()
+            .unwrap()
+            .into_static();
+
+        static_graph.export(out_file).unwrap()
+    }
+
+    let duration = start.elapsed();
+    println!(
+        "Finished in {} seconds.",
+        duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9
+    );
+}
diff --git a/examples/static_to_csv.rs b/examples/static_to_csv.rs
index 24b5ecff..a6a96980 100644
--- a/examples/static_to_csv.rs
+++ b/examples/static_to_csv.rs
@@ -1,59 +1,59 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-extern crate rust_graph;
-
-use std::fs::create_dir_all;
-use std::path::Path;
-use std::time::Instant;
-
-use rust_graph::io::serde::Deserialize;
-use rust_graph::io::write_to_csv;
-use rust_graph::prelude::*;
-use rust_graph::UnGraphMap;
-
-fn main() {
-    let args: Vec<_> = std::env::args().collect();
-
-    let in_file = Path::new(&args[1]);
-    let out_dir = Path::new(&args[2]);
-
-    let start = Instant::now();
-
-    println!("Loading {:?}", &in_file);
-    let g = UnGraphMap::<String, String>::import(in_file).expect("Deserializer error");
-
-    println!("{:?}", g.get_node_label_map());
-    println!("{:?}", g.get_edge_label_map());
-
-    if !out_dir.exists() {
-        create_dir_all(out_dir).unwrap();
-    }
-
-    println!("Exporting to {:?}...", &out_dir);
-
-    write_to_csv(&g, out_dir.join("nodes.csv"), out_dir.join("edges.csv")).unwrap();
-
-    let duration = start.elapsed();
-    println!(
-        "Finished in {} seconds.",
-        duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9
-    );
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+extern crate rust_graph;
+
+use std::fs::create_dir_all;
+use std::path::Path;
+use std::time::Instant;
+
+use rust_graph::io::serde::Deserialize;
+use rust_graph::io::write_to_csv;
+use rust_graph::prelude::*;
+use rust_graph::UnGraphMap;
+
+fn main() {
+    let args: Vec<_> = std::env::args().collect();
+
+    let in_file = Path::new(&args[1]);
+    let out_dir = Path::new(&args[2]);
+
+    let start = Instant::now();
+
+    println!("Loading {:?}", &in_file);
+    let g = UnGraphMap::<String, String>::import(in_file).expect("Deserializer error");
+
+    println!("{:?}", g.get_node_label_map());
+    println!("{:?}", g.get_edge_label_map());
+
+    if !out_dir.exists() {
+        create_dir_all(out_dir).unwrap();
+    }
+
+    println!("Exporting to {:?}...", &out_dir);
+
+    write_to_csv(&g, out_dir.join("nodes.csv"), out_dir.join("edges.csv")).unwrap();
+
+    let duration = start.elapsed();
+    println!(
+        "Finished in {} seconds.",
+        duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9
+    );
+}
diff --git a/examples/stats.rs b/examples/stats.rs
index 2162c46e..608ffc9a 100644
--- a/examples/stats.rs
+++ b/examples/stats.rs
@@ -1,68 +1,68 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-extern crate rust_graph;
-
-use std::time::Instant;
-
-use rust_graph::io::serde::Deserialize;
-use rust_graph::prelude::*;
-use rust_graph::UnStaticGraph;
-
-fn main() {
-    let args: Vec<_> = std::env::args().skip(1).collect();
-
-    let start = Instant::now();
-
-    for arg in args {
-        println!("------------------------------");
-        println!("Loading {}", &arg);
-
-        let g = UnStaticGraph::<DefaultId>::import(arg).unwrap();
-
-        let max_degree = g.node_indices().map(|i| g.degree(i)).max().unwrap();
-
-        println!("Max degree: {}", max_degree);
-
-        let node_labels_counter = g.get_node_label_counter();
-        let edge_labels_counter = g.get_edge_label_counter();
-
-        println!("Node labels:");
-
-        for (label, count) in node_labels_counter.most_common() {
-            println!("- {} : {}", label, count);
-        }
-
-        println!();
-        println!("Edge labels:");
-
-        for (label, count) in edge_labels_counter.most_common() {
-            println!("- {} : {}", label, count);
-        }
-
-        println!("------------------------------");
-    }
-
-    let duration = start.elapsed();
-    println!(
-        "Finished in {} seconds.",
-        duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9
-    );
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+extern crate rust_graph;
+
+use std::time::Instant;
+
+use rust_graph::io::serde::Deserialize;
+use rust_graph::prelude::*;
+use rust_graph::UnStaticGraph;
+
+fn main() {
+    let args: Vec<_> = std::env::args().skip(1).collect();
+
+    let start = Instant::now();
+
+    for arg in args {
+        println!("------------------------------");
+        println!("Loading {}", &arg);
+
+        let g = UnStaticGraph::<DefaultId>::import(arg).unwrap();
+
+        let max_degree = g.node_indices().map(|i| g.degree(i)).max().unwrap();
+
+        println!("Max degree: {}", max_degree);
+
+        let node_labels_counter = g.get_node_label_counter();
+        let edge_labels_counter = g.get_edge_label_counter();
+
+        println!("Node labels:");
+
+        for (label, count) in node_labels_counter.most_common() {
+            println!("- {} : {}", label, count);
+        }
+
+        println!();
+        println!("Edge labels:");
+
+        for (label, count) in edge_labels_counter.most_common() {
+            println!("- {} : {}", label, count);
+        }
+
+        println!("------------------------------");
+    }
+
+    let duration = start.elapsed();
+    println!(
+        "Finished in {} seconds.",
+        duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9
+    );
+}
diff --git a/src/algorithm/bfs.rs b/src/algorithm/bfs.rs
index 4c73f63b..b5a02102 100644
--- a/src/algorithm/bfs.rs
+++ b/src/algorithm/bfs.rs
@@ -1,162 +1,162 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-use std::collections::VecDeque;
-use std::hash::Hash;
-use std::marker::PhantomData;
-
-use fixedbitset::FixedBitSet;
-
-use crate::prelude::*;
-
-/// A breadth first search (BFS) of a graph.
-///
-/// The traversal starts at a given node and only traverses nodes reachable
-/// from it.
-///
-/// `Bfs` is not recursive.
-
-/// Example:
-///
-/// ```
-/// use rust_graph::prelude::*;
-/// use rust_graph::graph_impl::UnGraphMap;
-/// use rust_graph::algorithm::Bfs;
-///
-/// let mut graph = UnGraphMap::<Void>::new();
-///
-/// graph.add_edge(0, 1, None);
-/// graph.add_edge(1, 2, None);
-/// graph.add_edge(2, 3, None);
-///
-/// let mut bfs =Bfs::new(&graph, Some(0));
-/// let mut i = 0;
-///
-/// for n in bfs {
-///     assert_eq!(n, i);
-///     i = i + 1;
-/// }
-///
-/// ```
-///
-#[derive(Clone)]
-pub struct Bfs<
-    'a,
-    Id: IdType,
-    NL: Eq + Hash + 'a,
-    EL: Eq + Hash + 'a,
-    L: IdType,
-    G: GeneralGraph<Id, NL, EL, L> + ?Sized,
-> {
-    /// The queue of nodes to visit
-    queue: VecDeque<Id>,
-    /// The set of discovered nodes
-    discovered: FixedBitSet,
-    /// The reference to the graph that algorithm is running on
-    graph: &'a G,
-
-    _ph: PhantomData<(NL, EL, L)>,
-}
-
-impl<
-        'a,
-        Id: IdType,
-        NL: Eq + Hash + 'a,
-        EL: Eq + Hash + 'a,
-        L: IdType,
-        G: GeneralGraph<Id, NL, EL, L> + ?Sized,
-    > Bfs<'a, Id, NL, EL, L, G>
-{
-    /// Create a new **Bfs** by initialising empty discovered set, and put **start**
-    /// in the queue of nodes to visit.
-    pub fn new(graph: &'a G, start: Option<Id>) -> Self {
-        let mut discovered: FixedBitSet =
-            FixedBitSet::with_capacity(graph.max_seen_id().unwrap().id() + 1);
-        let mut queue: VecDeque<Id> = VecDeque::new();
-
-        discovered.insert_range(..);
-
-        if let Some(start) = start {
-            if !graph.has_node(start) {
-                panic!("Starting node doesn't exist on graph")
-            } else {
-                queue.push_back(start);
-                discovered.set(start.id(), false);
-            }
-        } else if graph.node_count() == 0 {
-            panic!("Graph is empty")
-        } else {
-            let id = graph.node_indices().next().unwrap();
-            queue.push_back(id);
-            discovered.set(id.id(), false);
-        }
-
-        Bfs {
-            queue,
-            discovered,
-            graph,
-            _ph: PhantomData,
-        }
-    }
-
-    /// Randomly pick a unvisited node from the set.
-    fn next_unvisited_node(&self) -> Option<Id> {
-        for node in self.discovered.ones() {
-            if self.graph.has_node(Id::new(node)) {
-                return Some(Id::new(node));
-            }
-        }
-        None
-    }
-}
-
-impl<
-        'a,
-        Id: IdType,
-        NL: Eq + Hash + 'a,
-        EL: Eq + Hash + 'a,
-        L: IdType,
-        G: GeneralGraph<Id, NL, EL, L> + ?Sized,
-    > Iterator for Bfs<'a, Id, NL, EL, L, G>
-{
-    type Item = Id;
-
-    /// Return the next node in the bfs, or **None** if the traversal is done.
-    fn next(&mut self) -> Option<Id> {
-        if self.queue.is_empty() {
-            if let Some(id) = self.next_unvisited_node() {
-                self.queue.push_back(id);
-                self.discovered.set(id.id(), false);
-            }
-        }
-
-        if let Some(current_node) = self.queue.pop_front() {
-            for neighbour in self.graph.neighbors_iter(current_node) {
-                if self.discovered.contains(neighbour.id()) {
-                    self.discovered.set(neighbour.id(), false);
-                    self.queue.push_back(neighbour);
-                }
-            }
-            Some(current_node)
-        } else {
-            None
-        }
-    }
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+use std::collections::VecDeque;
+use std::hash::Hash;
+use std::marker::PhantomData;
+
+use fixedbitset::FixedBitSet;
+
+use crate::prelude::*;
+
+/// A breadth first search (BFS) of a graph.
+///
+/// The traversal starts at a given node and only traverses nodes reachable
+/// from it.
+///
+/// `Bfs` is not recursive.
+
+/// Example:
+///
+/// ```
+/// use rust_graph::prelude::*;
+/// use rust_graph::graph_impl::UnGraphMap;
+/// use rust_graph::algorithm::Bfs;
+///
+/// let mut graph = UnGraphMap::<Void>::new();
+///
+/// graph.add_edge(0, 1, None);
+/// graph.add_edge(1, 2, None);
+/// graph.add_edge(2, 3, None);
+///
+/// let mut bfs =Bfs::new(&graph, Some(0));
+/// let mut i = 0;
+///
+/// for n in bfs {
+///     assert_eq!(n, i);
+///     i = i + 1;
+/// }
+///
+/// ```
+///
+#[derive(Clone)]
+pub struct Bfs<
+    'a,
+    Id: IdType,
+    NL: Eq + Hash + 'a,
+    EL: Eq + Hash + 'a,
+    L: IdType,
+    G: GeneralGraph<Id, NL, EL, L> + ?Sized,
+> {
+    /// The queue of nodes to visit
+    queue: VecDeque<Id>,
+    /// The set of discovered nodes
+    discovered: FixedBitSet,
+    /// The reference to the graph that algorithm is running on
+    graph: &'a G,
+
+    _ph: PhantomData<(NL, EL, L)>,
+}
+
+impl<
+        'a,
+        Id: IdType,
+        NL: Eq + Hash + 'a,
+        EL: Eq + Hash + 'a,
+        L: IdType,
+        G: GeneralGraph<Id, NL, EL, L> + ?Sized,
+    > Bfs<'a, Id, NL, EL, L, G>
+{
+    /// Create a new **Bfs** by initialising empty discovered set, and put **start**
+    /// in the queue of nodes to visit.
+    pub fn new(graph: &'a G, start: Option<Id>) -> Self {
+        let mut discovered: FixedBitSet =
+            FixedBitSet::with_capacity(graph.max_seen_id().unwrap().id() + 1);
+        let mut queue: VecDeque<Id> = VecDeque::new();
+
+        discovered.insert_range(..);
+
+        if let Some(start) = start {
+            if !graph.has_node(start) {
+                panic!("Starting node doesn't exist on graph")
+            } else {
+                queue.push_back(start);
+                discovered.set(start.id(), false);
+            }
+        } else if graph.node_count() == 0 {
+            panic!("Graph is empty")
+        } else {
+            let id = graph.node_indices().next().unwrap();
+            queue.push_back(id);
+            discovered.set(id.id(), false);
+        }
+
+        Bfs {
+            queue,
+            discovered,
+            graph,
+            _ph: PhantomData,
+        }
+    }
+
+    /// Randomly pick a unvisited node from the set.
+    fn next_unvisited_node(&self) -> Option<Id> {
+        for node in self.discovered.ones() {
+            if self.graph.has_node(Id::new(node)) {
+                return Some(Id::new(node));
+            }
+        }
+        None
+    }
+}
+
+impl<
+        'a,
+        Id: IdType,
+        NL: Eq + Hash + 'a,
+        EL: Eq + Hash + 'a,
+        L: IdType,
+        G: GeneralGraph<Id, NL, EL, L> + ?Sized,
+    > Iterator for Bfs<'a, Id, NL, EL, L, G>
+{
+    type Item = Id;
+
+    /// Return the next node in the bfs, or **None** if the traversal is done.
+    fn next(&mut self) -> Option<Id> {
+        if self.queue.is_empty() {
+            if let Some(id) = self.next_unvisited_node() {
+                self.queue.push_back(id);
+                self.discovered.set(id.id(), false);
+            }
+        }
+
+        if let Some(current_node) = self.queue.pop_front() {
+            for neighbour in self.graph.neighbors_iter(current_node) {
+                if self.discovered.contains(neighbour.id()) {
+                    self.discovered.set(neighbour.id(), false);
+                    self.queue.push_back(neighbour);
+                }
+            }
+            Some(current_node)
+        } else {
+            None
+        }
+    }
+}
diff --git a/src/algorithm/conn_comp.rs b/src/algorithm/conn_comp.rs
index 8b69c230..847b3e87 100644
--- a/src/algorithm/conn_comp.rs
+++ b/src/algorithm/conn_comp.rs
@@ -1,202 +1,202 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-use hashbrown::HashMap;
-use std::cell::RefMut;
-use std::cell::{Ref, RefCell};
-use std::hash::Hash;
-
-use crate::prelude::*;
-
-/// Detection of Connected Component (ConnComp) of a graph.
-///
-/// `ConnComp` is not recursive.
-/// The detection iterates through every edge.
-/// Nodes that are involved in each edge is merged together.
-///
-/// There are k loops and each loop processing the root array costs log(n).
-/// Therefore, time complexity is O(k*log(n)).
-///
-/// `ConnComp` does not itself borrow the graph, and because of this you can run
-/// a detection over a graph while still retaining mutable access to it
-/// Example:
-///
-/// ```
-/// use rust_graph::prelude::*;
-/// use rust_graph::graph_impl::UnGraphMap;
-/// use rust_graph::algorithm::ConnComp;
-///
-/// let mut graph = UnGraphMap::<Void>::new();
-///
-/// graph.add_edge(0, 1, None);
-/// graph.add_edge(1, 2, None);
-/// graph.add_edge(3, 4, None);
-///
-/// let mut cc = ConnComp::new(&graph);
-/// cc.get_connected_nodes(0);
-/// cc.is_connected(0, 1);
-///
-/// ```
-///
-#[derive(Debug, Clone)]
-pub struct ConnComp<Id: IdType> {
-    /// The map of each node to its root
-    parent_ref: RefCell<HashMap<Id, Id>>,
-    /// The number of connected components found
-    count: usize,
-}
-
-impl<Id: IdType> ConnComp<Id> {
-    /// Create a new **ConnComp** by initialising empty root map, and set count to be number
-    /// of nodes in graph.
-    pub fn new<NL: Eq + Hash, EL: Eq + Hash, L: IdType>(
-        graph: &dyn GeneralGraph<Id, NL, EL, L>,
-    ) -> Self {
-        let mut cc = ConnComp::with_capacity(graph.node_count());
-        cc.run_detection(graph);
-        cc
-    }
-
-    /// Create a empty **ConnComp**.
-    pub fn empty() -> Self {
-        Self::with_capacity(0)
-    }
-
-    /// Create a new **ConnComp**.
-    pub fn with_capacity(node_count: usize) -> Self {
-        ConnComp {
-            parent_ref: RefCell::new(HashMap::with_capacity(node_count)),
-            count: 0,
-        }
-    }
-
-    /// Get immutable reference of parent map
-    pub fn parent(&self) -> Ref<HashMap<Id, Id>> {
-        self.parent_ref.borrow()
-    }
-
-    /// Run the detection upon every edge. Update the root map based on every edge
-    pub fn run_detection<NL: Eq + Hash, EL: Eq + Hash, L: IdType>(
-        &mut self,
-        graph: &dyn GeneralGraph<Id, NL, EL, L>,
-    ) {
-        for edge in graph.edges() {
-            self.process_new_edge(&edge);
-        }
-    }
-
-    /// Update the root map based on a newly given edge
-    /// Can be called at anytime after instantiating a ConnComp instance
-    pub fn process_new_edge<L: IdType>(&mut self, edge: &dyn EdgeTrait<Id, L>) {
-        let x = edge.get_start();
-        let y = edge.get_target();
-
-        if !self.parent().contains_key(&x) {
-            self.mut_parent().insert(x, x);
-            self.count += 1;
-        }
-
-        if !self.parent().contains_key(&y) {
-            self.mut_parent().insert(y, y);
-            self.count += 1;
-        }
-
-        let x_root = self.get_root(x).unwrap();
-        let y_root = self.get_root(y).unwrap();
-
-        if x_root != y_root {
-            self.count -= 1;
-            self.mut_parent().insert(x_root, y_root);
-        }
-    }
-
-    /// Get the parent of a node.
-    pub fn get_parent(&self, node: Id) -> Option<Id> {
-        if let Some(id) = self.parent().get(&node) {
-            Some(*id)
-        } else {
-            None
-        }
-    }
-
-    /// Get the root of a node.
-    pub fn get_root(&self, mut node: Id) -> Option<Id> {
-        while self.parent().get(&node) != Some(&node) {
-            let p = self.parent()[&node];
-            let pp = self.parent()[&p];
-
-            self.mut_parent().insert(node, pp);
-            node = pp;
-        }
-
-        if self.parent().get(&node) != None {
-            Some(node)
-        } else {
-            None
-        }
-    }
-
-    /// Check if two nodes are belong to the same component.
-    pub fn is_connected(&self, node0: Id, node1: Id) -> bool {
-        if !self.parent().contains_key(&node0) || !self.parent().contains_key(&node1) {
-            false
-        } else {
-            self.get_root(node0) == self.get_root(node1)
-        }
-    }
-
-    /// Clear the state.
-    pub fn reset(&mut self) {
-        self.mut_parent().clear();
-        self.count = 0;
-    }
-
-    /// Get the number of components.
-    pub fn get_count(&self) -> usize {
-        self.count
-    }
-
-    /// Get all nodes in the component of the given node.
-    pub fn get_connected_nodes(&self, node: Id) -> Option<Vec<Id>> {
-        if self.parent().contains_key(&node) {
-            let mut result: Vec<Id> = Vec::new();
-            let root_id = self.get_root(node);
-            let mut keys: Vec<Id> = Vec::new();
-
-            for key in self.parent().keys() {
-                keys.push(*key);
-            }
-
-            for n in keys {
-                if self.get_root(n) == root_id {
-                    result.push(n);
-                }
-            }
-            Some(result)
-        } else {
-            None
-        }
-    }
-
-    /// Get mutable reference of parent map
-    fn mut_parent(&self) -> RefMut<HashMap<Id, Id>> {
-        self.parent_ref.borrow_mut()
-    }
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+use hashbrown::HashMap;
+use std::cell::RefMut;
+use std::cell::{Ref, RefCell};
+use std::hash::Hash;
+
+use crate::prelude::*;
+
+/// Detection of Connected Component (ConnComp) of a graph.
+///
+/// `ConnComp` is not recursive.
+/// The detection iterates through every edge.
+/// Nodes that are involved in each edge is merged together.
+///
+/// There are k loops and each loop processing the root array costs log(n).
+/// Therefore, time complexity is O(k*log(n)).
+///
+/// `ConnComp` does not itself borrow the graph, and because of this you can run
+/// a detection over a graph while still retaining mutable access to it
+/// Example:
+///
+/// ```
+/// use rust_graph::prelude::*;
+/// use rust_graph::graph_impl::UnGraphMap;
+/// use rust_graph::algorithm::ConnComp;
+///
+/// let mut graph = UnGraphMap::<Void>::new();
+///
+/// graph.add_edge(0, 1, None);
+/// graph.add_edge(1, 2, None);
+/// graph.add_edge(3, 4, None);
+///
+/// let mut cc = ConnComp::new(&graph);
+/// cc.get_connected_nodes(0);
+/// cc.is_connected(0, 1);
+///
+/// ```
+///
+#[derive(Debug, Clone)]
+pub struct ConnComp<Id: IdType> {
+    /// The map of each node to its root
+    parent_ref: RefCell<HashMap<Id, Id>>,
+    /// The number of connected components found
+    count: usize,
+}
+
+impl<Id: IdType> ConnComp<Id> {
+    /// Create a new **ConnComp** by initialising empty root map, and set count to be number
+    /// of nodes in graph.
+    pub fn new<NL: Eq + Hash, EL: Eq + Hash, L: IdType>(
+        graph: &dyn GeneralGraph<Id, NL, EL, L>,
+    ) -> Self {
+        let mut cc = ConnComp::with_capacity(graph.node_count());
+        cc.run_detection(graph);
+        cc
+    }
+
+    /// Create a empty **ConnComp**.
+    pub fn empty() -> Self {
+        Self::with_capacity(0)
+    }
+
+    /// Create a new **ConnComp**.
+    pub fn with_capacity(node_count: usize) -> Self {
+        ConnComp {
+            parent_ref: RefCell::new(HashMap::with_capacity(node_count)),
+            count: 0,
+        }
+    }
+
+    /// Get immutable reference of parent map
+    pub fn parent(&self) -> Ref<HashMap<Id, Id>> {
+        self.parent_ref.borrow()
+    }
+
+    /// Run the detection upon every edge. Update the root map based on every edge
+    pub fn run_detection<NL: Eq + Hash, EL: Eq + Hash, L: IdType>(
+        &mut self,
+        graph: &dyn GeneralGraph<Id, NL, EL, L>,
+    ) {
+        for edge in graph.edges() {
+            self.process_new_edge(&edge);
+        }
+    }
+
+    /// Update the root map based on a newly given edge
+    /// Can be called at anytime after instantiating a ConnComp instance
+    pub fn process_new_edge<L: IdType>(&mut self, edge: &dyn EdgeTrait<Id, L>) {
+        let x = edge.get_start();
+        let y = edge.get_target();
+
+        if !self.parent().contains_key(&x) {
+            self.mut_parent().insert(x, x);
+            self.count += 1;
+        }
+
+        if !self.parent().contains_key(&y) {
+            self.mut_parent().insert(y, y);
+            self.count += 1;
+        }
+
+        let x_root = self.get_root(x).unwrap();
+        let y_root = self.get_root(y).unwrap();
+
+        if x_root != y_root {
+            self.count -= 1;
+            self.mut_parent().insert(x_root, y_root);
+        }
+    }
+
+    /// Get the parent of a node.
+    pub fn get_parent(&self, node: Id) -> Option<Id> {
+        if let Some(id) = self.parent().get(&node) {
+            Some(*id)
+        } else {
+            None
+        }
+    }
+
+    /// Get the root of a node.
+    pub fn get_root(&self, mut node: Id) -> Option<Id> {
+        while self.parent().get(&node) != Some(&node) {
+            let p = self.parent()[&node];
+            let pp = self.parent()[&p];
+
+            self.mut_parent().insert(node, pp);
+            node = pp;
+        }
+
+        if self.parent().get(&node) != None {
+            Some(node)
+        } else {
+            None
+        }
+    }
+
+    /// Check if two nodes are belong to the same component.
+    pub fn is_connected(&self, node0: Id, node1: Id) -> bool {
+        if !self.parent().contains_key(&node0) || !self.parent().contains_key(&node1) {
+            false
+        } else {
+            self.get_root(node0) == self.get_root(node1)
+        }
+    }
+
+    /// Clear the state.
+    pub fn reset(&mut self) {
+        self.mut_parent().clear();
+        self.count = 0;
+    }
+
+    /// Get the number of components.
+    pub fn get_count(&self) -> usize {
+        self.count
+    }
+
+    /// Get all nodes in the component of the given node.
+    pub fn get_connected_nodes(&self, node: Id) -> Option<Vec<Id>> {
+        if self.parent().contains_key(&node) {
+            let mut result: Vec<Id> = Vec::new();
+            let root_id = self.get_root(node);
+            let mut keys: Vec<Id> = Vec::new();
+
+            for key in self.parent().keys() {
+                keys.push(*key);
+            }
+
+            for n in keys {
+                if self.get_root(n) == root_id {
+                    result.push(n);
+                }
+            }
+            Some(result)
+        } else {
+            None
+        }
+    }
+
+    /// Get mutable reference of parent map
+    fn mut_parent(&self) -> RefMut<HashMap<Id, Id>> {
+        self.parent_ref.borrow_mut()
+    }
+}
diff --git a/src/algorithm/conn_subgraphs.rs b/src/algorithm/conn_subgraphs.rs
index 006466ef..b68abb71 100644
--- a/src/algorithm/conn_subgraphs.rs
+++ b/src/algorithm/conn_subgraphs.rs
@@ -1,122 +1,122 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-use itertools::Itertools;
-use std::hash::Hash;
-
-use crate::algorithm::conn_comp::ConnComp;
-use crate::graph_impl::graph_map::new_general_graphmap;
-use crate::prelude::*;
-
-/// Enumeration of Connected subgraphs of a graph.
-///
-/// `ConnSubgraph` is not recursive.
-/// The algorithm first gets all the possible combination of edges which can form subgraphs.
-/// Then generates a vector of subgraphs according to nodes and edges
-/// corresponding to each component.
-///
-/// Example:
-///
-/// ```
-/// use rust_graph::algorithm::ConnSubgraph;
-/// use rust_graph::prelude::*;
-/// use rust_graph::graph_impl::UnGraphMap;
-///
-/// let mut graph = UnGraphMap::<u32, u32, u32>::new();
-/// graph.add_node(1, Some(0));
-/// graph.add_node(2, Some(1));
-/// graph.add_node(3, Some(2));
-/// graph.add_node(4, Some(3));
-///
-/// graph.add_edge(1, 2, Some(10));
-/// graph.add_edge(3, 4, Some(20));
-///
-/// let cs = ConnSubgraph::new(&graph);
-/// let subgraphs = cs.into_result();
-/// ```
-///
-pub struct ConnSubgraph<
-    'a,
-    Id: IdType,
-    NL: Eq + Hash + Clone + 'a,
-    EL: Eq + Hash + Clone + 'a,
-    L: IdType,
-> {
-    /// The result vector of subgraphs
-    subgraphs: Vec<Box<dyn GeneralGraph<Id, NL, EL, L> + 'a>>,
-}
-
-impl<'a, Id: IdType, NL: Eq + Hash + Clone + 'a, EL: Eq + Hash + Clone + 'a, L: IdType>
-    ConnSubgraph<'a, Id, NL, EL, L>
-{
-    /// Create a new **ConnSubgraph** by initialising empty result subgraph vector, and create a ConnComp
-    /// instance with given graph. Then run the enumeration.
-    pub fn new(graph: &dyn GeneralGraph<Id, NL, EL, L>) -> Self {
-        let mut cs = ConnSubgraph::empty();
-
-        cs.run_subgraph_enumeration(graph);
-        cs
-    }
-
-    /// Create a new **ConnSubgraph** by initialising empty result subgraph vector, and create a ConnComp
-    /// instance with given graph.
-    pub fn empty() -> Self {
-        ConnSubgraph {
-            subgraphs: Vec::new(),
-        }
-    }
-
-    /// Run the graph enumeration by adding each node and edge to the subgraph that it
-    /// corresponds to.
-    pub fn run_subgraph_enumeration(&mut self, graph: &dyn GeneralGraph<Id, NL, EL, L>) {
-        if graph.edge_count() != 0 {
-            let mut num_edges: usize = 1;
-            while num_edges <= graph.edge_count() {
-                for edge_vec in graph.edges().combinations(num_edges) {
-                    let mut g_tmp = new_general_graphmap(graph.is_directed());
-                    for edge in edge_vec {
-                        let mut_g = g_tmp.as_mut_graph().unwrap();
-                        let (start, target) = (edge.get_start(), edge.get_target());
-
-                        let node_label_one = graph.get_node_label(start);
-                        let node_label_two = graph.get_node_label(target);
-
-                        mut_g.add_node(start, node_label_one.cloned());
-                        mut_g.add_node(target, node_label_two.cloned());
-
-                        let edge_label = graph.get_edge_label(start, target);
-
-                        mut_g.add_edge(start, target, edge_label.cloned());
-                    }
-
-                    if g_tmp.node_count() > 0 && ConnComp::new(g_tmp.as_ref()).get_count() == 1 {
-                        self.subgraphs.push(g_tmp);
-                    }
-                }
-                num_edges += 1;
-            }
-        }
-    }
-
-    /// Return the result vector of subgraphs.
-    pub fn into_result(self) -> Vec<Box<dyn GeneralGraph<Id, NL, EL, L> + 'a>> {
-        self.subgraphs
-    }
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+use itertools::Itertools;
+use std::hash::Hash;
+
+use crate::algorithm::conn_comp::ConnComp;
+use crate::graph_impl::graph_map::new_general_graphmap;
+use crate::prelude::*;
+
+/// Enumeration of Connected subgraphs of a graph.
+///
+/// `ConnSubgraph` is not recursive.
+/// The algorithm first gets all the possible combination of edges which can form subgraphs.
+/// Then generates a vector of subgraphs according to nodes and edges
+/// corresponding to each component.
+///
+/// Example:
+///
+/// ```
+/// use rust_graph::algorithm::ConnSubgraph;
+/// use rust_graph::prelude::*;
+/// use rust_graph::graph_impl::UnGraphMap;
+///
+/// let mut graph = UnGraphMap::<u32, u32, u32>::new();
+/// graph.add_node(1, Some(0));
+/// graph.add_node(2, Some(1));
+/// graph.add_node(3, Some(2));
+/// graph.add_node(4, Some(3));
+///
+/// graph.add_edge(1, 2, Some(10));
+/// graph.add_edge(3, 4, Some(20));
+///
+/// let cs = ConnSubgraph::new(&graph);
+/// let subgraphs = cs.into_result();
+/// ```
+///
+pub struct ConnSubgraph<
+    'a,
+    Id: IdType,
+    NL: Eq + Hash + Clone + 'a,
+    EL: Eq + Hash + Clone + 'a,
+    L: IdType,
+> {
+    /// The result vector of subgraphs
+    subgraphs: Vec<Box<dyn GeneralGraph<Id, NL, EL, L> + 'a>>,
+}
+
+impl<'a, Id: IdType, NL: Eq + Hash + Clone + 'a, EL: Eq + Hash + Clone + 'a, L: IdType>
+    ConnSubgraph<'a, Id, NL, EL, L>
+{
+    /// Create a new **ConnSubgraph** by initialising empty result subgraph vector, and create a ConnComp
+    /// instance with given graph. Then run the enumeration.
+    pub fn new(graph: &dyn GeneralGraph<Id, NL, EL, L>) -> Self {
+        let mut cs = ConnSubgraph::empty();
+
+        cs.run_subgraph_enumeration(graph);
+        cs
+    }
+
+    /// Create a new **ConnSubgraph** by initialising empty result subgraph vector, and create a ConnComp
+    /// instance with given graph.
+    pub fn empty() -> Self {
+        ConnSubgraph {
+            subgraphs: Vec::new(),
+        }
+    }
+
+    /// Run the graph enumeration by adding each node and edge to the subgraph that it
+    /// corresponds to.
+    pub fn run_subgraph_enumeration(&mut self, graph: &dyn GeneralGraph<Id, NL, EL, L>) {
+        if graph.edge_count() != 0 {
+            let mut num_edges: usize = 1;
+            while num_edges <= graph.edge_count() {
+                for edge_vec in graph.edges().combinations(num_edges) {
+                    let mut g_tmp = new_general_graphmap(graph.is_directed());
+                    for edge in edge_vec {
+                        let mut_g = g_tmp.as_mut_graph().unwrap();
+                        let (start, target) = (edge.get_start(), edge.get_target());
+
+                        let node_label_one = graph.get_node_label(start);
+                        let node_label_two = graph.get_node_label(target);
+
+                        mut_g.add_node(start, node_label_one.cloned());
+                        mut_g.add_node(target, node_label_two.cloned());
+
+                        let edge_label = graph.get_edge_label(start, target);
+
+                        mut_g.add_edge(start, target, edge_label.cloned());
+                    }
+
+                    if g_tmp.node_count() > 0 && ConnComp::new(g_tmp.as_ref()).get_count() == 1 {
+                        self.subgraphs.push(g_tmp);
+                    }
+                }
+                num_edges += 1;
+            }
+        }
+    }
+
+    /// Return the result vector of subgraphs.
+    pub fn into_result(self) -> Vec<Box<dyn GeneralGraph<Id, NL, EL, L> + 'a>> {
+        self.subgraphs
+    }
+}
diff --git a/src/algorithm/dfs.rs b/src/algorithm/dfs.rs
index 3d4f5564..c50f3416 100644
--- a/src/algorithm/dfs.rs
+++ b/src/algorithm/dfs.rs
@@ -1,188 +1,188 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-use std::hash::Hash;
-use std::marker::PhantomData;
-
-use fixedbitset::FixedBitSet;
-
-use crate::prelude::*;
-
-/// A depth first search (Dfs) of a graph.
-///
-/// The traversal starts at a given node and only traverses nodes reachable
-/// from it.
-///
-/// `Dfs` is not recursive.
-///
-/// Example:
-///
-/// ```
-/// use rust_graph::prelude::*;
-/// use rust_graph::graph_impl::UnGraphMap;
-/// use rust_graph::algorithm::Dfs;
-///
-/// let mut graph = UnGraphMap::<Void>::new();
-///
-/// graph.add_edge(0, 1, None);
-/// graph.add_edge(1, 2, None);
-/// graph.add_edge(2, 3, None);
-///
-/// let mut dfs = Dfs::new(&graph, Some(0));
-/// let mut i = 0;
-///
-/// for n in dfs {
-///     assert_eq!(n, i);
-///     i = i + 1;
-/// }
-///
-/// ```
-///
-#[derive(Clone)]
-pub struct Dfs<
-    'a,
-    Id: IdType,
-    NL: Eq + Hash + 'a,
-    EL: Eq + Hash + 'a,
-    L: IdType,
-    G: GeneralGraph<Id, NL, EL, L> + ?Sized,
-> {
-    /// The stack of nodes to visit
-    stack: Vec<Id>,
-    /// The map of discovered nodes
-    discovered: FixedBitSet,
-    /// The reference to the graph that algorithm is running on
-    graph: &'a G,
-
-    _ph: PhantomData<(NL, EL, L)>,
-}
-
-impl<
-        'a,
-        Id: IdType,
-        NL: Eq + Hash + 'a,
-        EL: Eq + Hash + 'a,
-        L: IdType,
-        G: GeneralGraph<Id, NL, EL, L> + ?Sized,
-    > Dfs<'a, Id, NL, EL, L, G>
-{
-    /// Create a new **Dfs** by initialising empty prev_discovered map, and put **start**
-    /// in the queue of nodes to visit.
-    pub fn new(graph: &'a G, start: Option<Id>) -> Self {
-        let mut dfs = Dfs::with_capacity(graph);
-        dfs.move_to(start);
-        dfs
-    }
-
-    /// Create a `Dfs` from a vector and a map
-    pub fn from_parts(stack: Vec<Id>, discovered: FixedBitSet, graph: &'a G) -> Self {
-        Dfs {
-            stack,
-            discovered,
-            graph,
-            _ph: PhantomData,
-        }
-    }
-
-    /// Create a new **Dfs**.
-    pub fn with_capacity(graph: &'a G) -> Self {
-        let mut discovered: FixedBitSet =
-            FixedBitSet::with_capacity(graph.max_seen_id().unwrap().id() + 1);
-        discovered.insert_range(..);
-
-        Dfs {
-            stack: Vec::new(),
-            discovered,
-            graph,
-            _ph: PhantomData,
-        }
-    }
-
-    /// Clear the visit state
-    pub fn reset(&mut self) {
-        self.discovered.clear();
-        self.stack.clear();
-        self.discovered.insert_range(..);
-    }
-
-    /// Randomly pick a unvisited node from the map.
-    fn next_unvisited_node(&self) -> Option<Id> {
-        for node in self.discovered.ones() {
-            if self.graph.has_node(Id::new(node)) {
-                return Some(Id::new(node));
-            }
-        }
-        None
-    }
-
-    /// Clear the stack and restart the dfs from a particular node.
-    fn move_to(&mut self, start: Option<Id>) {
-        if let Some(start) = start {
-            if !self.graph.has_node(start) {
-                panic!("Node {:?} is not in the graph.", start);
-            } else {
-                self.discovered.set(start.id(), false);
-                self.stack.clear();
-                self.stack.push(start);
-            }
-        } else if self.graph.node_count() == 0 {
-            panic!("Graph is empty")
-        } else {
-            let id = self.graph.node_indices().next().unwrap();
-            self.discovered.set(id.id(), false);
-            self.stack.clear();
-            self.stack.push(id);
-        }
-    }
-}
-
-impl<
-        'a,
-        Id: IdType,
-        NL: Eq + Hash + 'a,
-        EL: Eq + Hash + 'a,
-        L: IdType,
-        G: GeneralGraph<Id, NL, EL, L> + ?Sized,
-    > Iterator for Dfs<'a, Id, NL, EL, L, G>
-{
-    type Item = Id;
-
-    /// Return the next node in the Dfs, or **None** if the traversal is done.
-    fn next(&mut self) -> Option<Id> {
-        if self.stack.is_empty() {
-            if let Some(id) = self.next_unvisited_node() {
-                self.stack.push(id);
-                self.discovered.set(id.id(), false);
-            }
-        }
-
-        if let Some(current_node) = self.stack.pop() {
-            for neighbour in self.graph.neighbors_iter(current_node) {
-                if self.discovered.contains(neighbour.id()) {
-                    self.discovered.set(neighbour.id(), false);
-                    self.stack.push(neighbour);
-                }
-            }
-            Some(current_node)
-        } else {
-            None
-        }
-    }
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+use std::hash::Hash;
+use std::marker::PhantomData;
+
+use fixedbitset::FixedBitSet;
+
+use crate::prelude::*;
+
+/// A depth first search (Dfs) of a graph.
+///
+/// The traversal starts at a given node and only traverses nodes reachable
+/// from it.
+///
+/// `Dfs` is not recursive.
+///
+/// Example:
+///
+/// ```
+/// use rust_graph::prelude::*;
+/// use rust_graph::graph_impl::UnGraphMap;
+/// use rust_graph::algorithm::Dfs;
+///
+/// let mut graph = UnGraphMap::<Void>::new();
+///
+/// graph.add_edge(0, 1, None);
+/// graph.add_edge(1, 2, None);
+/// graph.add_edge(2, 3, None);
+///
+/// let mut dfs = Dfs::new(&graph, Some(0));
+/// let mut i = 0;
+///
+/// for n in dfs {
+///     assert_eq!(n, i);
+///     i = i + 1;
+/// }
+///
+/// ```
+///
+#[derive(Clone)]
+pub struct Dfs<
+    'a,
+    Id: IdType,
+    NL: Eq + Hash + 'a,
+    EL: Eq + Hash + 'a,
+    L: IdType,
+    G: GeneralGraph<Id, NL, EL, L> + ?Sized,
+> {
+    /// The stack of nodes to visit
+    stack: Vec<Id>,
+    /// The map of discovered nodes
+    discovered: FixedBitSet,
+    /// The reference to the graph that algorithm is running on
+    graph: &'a G,
+
+    _ph: PhantomData<(NL, EL, L)>,
+}
+
+impl<
+        'a,
+        Id: IdType,
+        NL: Eq + Hash + 'a,
+        EL: Eq + Hash + 'a,
+        L: IdType,
+        G: GeneralGraph<Id, NL, EL, L> + ?Sized,
+    > Dfs<'a, Id, NL, EL, L, G>
+{
+    /// Create a new **Dfs** by initialising empty prev_discovered map, and put **start**
+    /// in the queue of nodes to visit.
+    pub fn new(graph: &'a G, start: Option<Id>) -> Self {
+        let mut dfs = Dfs::with_capacity(graph);
+        dfs.move_to(start);
+        dfs
+    }
+
+    /// Create a `Dfs` from a vector and a map
+    pub fn from_parts(stack: Vec<Id>, discovered: FixedBitSet, graph: &'a G) -> Self {
+        Dfs {
+            stack,
+            discovered,
+            graph,
+            _ph: PhantomData,
+        }
+    }
+
+    /// Create a new **Dfs**.
+    pub fn with_capacity(graph: &'a G) -> Self {
+        let mut discovered: FixedBitSet =
+            FixedBitSet::with_capacity(graph.max_seen_id().unwrap().id() + 1);
+        discovered.insert_range(..);
+
+        Dfs {
+            stack: Vec::new(),
+            discovered,
+            graph,
+            _ph: PhantomData,
+        }
+    }
+
+    /// Clear the visit state
+    pub fn reset(&mut self) {
+        self.discovered.clear();
+        self.stack.clear();
+        self.discovered.insert_range(..);
+    }
+
+    /// Randomly pick a unvisited node from the map.
+    fn next_unvisited_node(&self) -> Option<Id> {
+        for node in self.discovered.ones() {
+            if self.graph.has_node(Id::new(node)) {
+                return Some(Id::new(node));
+            }
+        }
+        None
+    }
+
+    /// Clear the stack and restart the dfs from a particular node.
+    fn move_to(&mut self, start: Option<Id>) {
+        if let Some(start) = start {
+            if !self.graph.has_node(start) {
+                panic!("Node {:?} is not in the graph.", start);
+            } else {
+                self.discovered.set(start.id(), false);
+                self.stack.clear();
+                self.stack.push(start);
+            }
+        } else if self.graph.node_count() == 0 {
+            panic!("Graph is empty")
+        } else {
+            let id = self.graph.node_indices().next().unwrap();
+            self.discovered.set(id.id(), false);
+            self.stack.clear();
+            self.stack.push(id);
+        }
+    }
+}
+
+impl<
+        'a,
+        Id: IdType,
+        NL: Eq + Hash + 'a,
+        EL: Eq + Hash + 'a,
+        L: IdType,
+        G: GeneralGraph<Id, NL, EL, L> + ?Sized,
+    > Iterator for Dfs<'a, Id, NL, EL, L, G>
+{
+    type Item = Id;
+
+    /// Return the next node in the Dfs, or **None** if the traversal is done.
+    fn next(&mut self) -> Option<Id> {
+        if self.stack.is_empty() {
+            if let Some(id) = self.next_unvisited_node() {
+                self.stack.push(id);
+                self.discovered.set(id.id(), false);
+            }
+        }
+
+        if let Some(current_node) = self.stack.pop() {
+            for neighbour in self.graph.neighbors_iter(current_node) {
+                if self.discovered.contains(neighbour.id()) {
+                    self.discovered.set(neighbour.id(), false);
+                    self.stack.push(neighbour);
+                }
+            }
+            Some(current_node)
+        } else {
+            None
+        }
+    }
+}
diff --git a/src/algorithm/graph_induce.rs b/src/algorithm/graph_induce.rs
index 932d7008..0412e0ed 100644
--- a/src/algorithm/graph_induce.rs
+++ b/src/algorithm/graph_induce.rs
@@ -1,105 +1,105 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-use std::hash::Hash;
-
-use crate::generic::dtype::IdType;
-use crate::graph_impl::graph_map::new_general_graphmap;
-use crate::prelude::*;
-
-macro_rules! induce {
-    ($graph0:ident,$graph1:ident,$graph:ident) => {
-        for id in $graph1.node_indices() {
-            let mut_graph = $graph.as_mut_graph().unwrap();
-            mut_graph.add_node(id, $graph1.get_node_label(id).cloned());
-        }
-
-        for (src, dst) in $graph1.edge_indices() {
-            let mut_graph = $graph.as_mut_graph().unwrap();
-            mut_graph.add_edge(src, dst, $graph1.get_edge_label(src, dst).cloned());
-        }
-
-        for (src, dst) in $graph0.edge_indices() {
-            if $graph.has_edge(src, dst) {
-                continue;
-            }
-            if $graph.has_node(src)
-                && $graph.has_node(dst)
-                && $graph.get_node_label(src) == $graph0.get_node_label(src)
-                && $graph.get_node_label(dst) == $graph0.get_node_label(dst)
-            {
-                let mut_graph = $graph.as_mut_graph().unwrap();
-                mut_graph.add_edge(src, dst, $graph0.get_edge_label(src, dst).cloned());
-            }
-        }
-    };
-}
-
-/// Graph Induce of two graphs, g0 and g1. g0 contains edges that g1 may not contain.
-///
-/// Firstly, nodes and edges from g1 are added into result graph.
-/// The edges from g0 are added into result graph if they have both of their ends in the result graph.
-///
-/// Example:
-///
-/// ```
-/// use rust_graph::algorithm::graph_induce;
-/// use rust_graph::prelude::*;
-/// use rust_graph::graph_impl::UnGraphMap;
-///
-/// let mut graph0 = UnGraphMap::<u32>::new();
-/// graph0.add_node(1, Some(1));
-/// graph0.add_node(2, Some(2));
-/// graph0.add_node(3, Some(3));
-/// graph0.add_node(4, Some(4));
-/// graph0.add_edge(1, 2, Some(12));
-/// graph0.add_edge(2, 3, Some(23));
-/// graph0.add_edge(3, 4, Some(34));
-/// graph0.add_edge(1, 4, Some(14));
-/// graph0.add_edge(1, 3, Some(13));
-///
-///
-/// let mut graph1 = UnGraphMap::<u32>::new();
-/// graph1.add_node(1, Some(1));
-/// graph1.add_node(2, Some(2));
-/// graph1.add_node(3, Some(3));
-/// graph1.add_edge(1, 2, Some(12));
-/// graph1.add_edge(2, 3, Some(23));
-///
-/// let result_graph = graph_induce(&graph0, &graph1);
-///
-/// ```
-///
-pub fn graph_induce<
-    'a,
-    'b,
-    'c,
-    Id: IdType + 'c,
-    NL: Eq + Hash + Clone + 'c,
-    EL: Eq + Hash + Clone + 'c,
-    L: IdType + 'c,
->(
-    graph0: &'a dyn GeneralGraph<Id, NL, EL, L>,
-    graph1: &'b dyn GeneralGraph<Id, NL, EL, L>,
-) -> Box<dyn GeneralGraph<Id, NL, EL, L> + 'c> {
-    let mut result_graph = new_general_graphmap(graph0.is_directed());
-    induce!(graph0, graph1, result_graph);
-    result_graph
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+use std::hash::Hash;
+
+use crate::generic::dtype::IdType;
+use crate::graph_impl::graph_map::new_general_graphmap;
+use crate::prelude::*;
+
+macro_rules! induce {
+    ($graph0:ident,$graph1:ident,$graph:ident) => {
+        for id in $graph1.node_indices() {
+            let mut_graph = $graph.as_mut_graph().unwrap();
+            mut_graph.add_node(id, $graph1.get_node_label(id).cloned());
+        }
+
+        for (src, dst) in $graph1.edge_indices() {
+            let mut_graph = $graph.as_mut_graph().unwrap();
+            mut_graph.add_edge(src, dst, $graph1.get_edge_label(src, dst).cloned());
+        }
+
+        for (src, dst) in $graph0.edge_indices() {
+            if $graph.has_edge(src, dst) {
+                continue;
+            }
+            if $graph.has_node(src)
+                && $graph.has_node(dst)
+                && $graph.get_node_label(src) == $graph0.get_node_label(src)
+                && $graph.get_node_label(dst) == $graph0.get_node_label(dst)
+            {
+                let mut_graph = $graph.as_mut_graph().unwrap();
+                mut_graph.add_edge(src, dst, $graph0.get_edge_label(src, dst).cloned());
+            }
+        }
+    };
+}
+
+/// Graph Induce of two graphs, g0 and g1. g0 contains edges that g1 may not contain.
+///
+/// Firstly, nodes and edges from g1 are added into result graph.
+/// The edges from g0 are added into result graph if they have both of their ends in the result graph.
+///
+/// Example:
+///
+/// ```
+/// use rust_graph::algorithm::graph_induce;
+/// use rust_graph::prelude::*;
+/// use rust_graph::graph_impl::UnGraphMap;
+///
+/// let mut graph0 = UnGraphMap::<u32>::new();
+/// graph0.add_node(1, Some(1));
+/// graph0.add_node(2, Some(2));
+/// graph0.add_node(3, Some(3));
+/// graph0.add_node(4, Some(4));
+/// graph0.add_edge(1, 2, Some(12));
+/// graph0.add_edge(2, 3, Some(23));
+/// graph0.add_edge(3, 4, Some(34));
+/// graph0.add_edge(1, 4, Some(14));
+/// graph0.add_edge(1, 3, Some(13));
+///
+///
+/// let mut graph1 = UnGraphMap::<u32>::new();
+/// graph1.add_node(1, Some(1));
+/// graph1.add_node(2, Some(2));
+/// graph1.add_node(3, Some(3));
+/// graph1.add_edge(1, 2, Some(12));
+/// graph1.add_edge(2, 3, Some(23));
+///
+/// let result_graph = graph_induce(&graph0, &graph1);
+///
+/// ```
+///
+pub fn graph_induce<
+    'a,
+    'b,
+    'c,
+    Id: IdType + 'c,
+    NL: Eq + Hash + Clone + 'c,
+    EL: Eq + Hash + Clone + 'c,
+    L: IdType + 'c,
+>(
+    graph0: &'a dyn GeneralGraph<Id, NL, EL, L>,
+    graph1: &'b dyn GeneralGraph<Id, NL, EL, L>,
+) -> Box<dyn GeneralGraph<Id, NL, EL, L> + 'c> {
+    let mut result_graph = new_general_graphmap(graph0.is_directed());
+    induce!(graph0, graph1, result_graph);
+    result_graph
+}
diff --git a/src/algorithm/graph_minus.rs b/src/algorithm/graph_minus.rs
index 8435f2f1..835cb0e9 100644
--- a/src/algorithm/graph_minus.rs
+++ b/src/algorithm/graph_minus.rs
@@ -1,186 +1,189 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-use std::hash::Hash;
-use std::ops::Sub;
-
-use crate::generic::dtype::IdType;
-use crate::graph_impl::graph_map::{new_general_graphmap, TypedDiGraphMap, TypedUnGraphMap};
-use crate::prelude::*;
-
-macro_rules! sub_graph {
-    ($graph0:ident,$graph1:ident,$graph:ident) => {
-        for id in $graph0.node_indices() {
-            let mut_graph = $graph.as_mut_graph().unwrap();
-            mut_graph.add_node(id, $graph0.get_node_label(id).cloned());
-        }
-
-        for (src, dst) in $graph0.edge_indices() {
-            let mut_graph = $graph.as_mut_graph().unwrap();
-            mut_graph.add_edge(src, dst, $graph0.get_edge_label(src, dst).cloned());
-        }
-
-        for (src, dst) in $graph1.edge_indices() {
-            if $graph.has_edge(src, dst)
-                && $graph.get_node_label(src) == $graph1.get_node_label(src)
-                && $graph.get_node_label(dst) == $graph1.get_node_label(dst)
-                && $graph.get_edge_label(src, dst) == $graph1.get_edge_label(src, dst)
-            {
-                let mut_graph = $graph.as_mut_graph().unwrap();
-                mut_graph.remove_edge(src, dst);
-            }
-        }
-
-        let mut all_nodes = Vec::new();
-        for id in $graph.node_indices() {
-            all_nodes.push(id);
-        }
-
-        for id in all_nodes {
-            if $graph.total_degree(id) == 0 {
-                let mut_graph = $graph.as_mut_graph().unwrap();
-                mut_graph.remove_node(id);
-            }
-        }
-    };
-}
-
-/// Graph Subtraction of two graphs, g0 and g1.
-///
-/// Firstly, nodes and edges from g0 are added to the result graph.
-/// Then nodes and edges from g1 are removed from the result graph.
-///
-/// Example:
-///
-/// ```
-/// use rust_graph::algorithm::graph_minus;
-/// use rust_graph::prelude::*;
-/// use rust_graph::graph_impl::DiGraphMap;
-///
-/// let mut graph0 = DiGraphMap::<u32, u32>::new();
-/// graph0.add_node(1, Some(0));
-/// graph0.add_node(2, Some(1));
-/// graph0.add_node(3, Some(2));
-/// graph0.add_node(4, Some(3));
-/// graph0.add_edge(1, 2, Some(10));
-/// graph0.add_edge(3, 4, Some(20));
-///
-/// let mut graph1 = DiGraphMap::<u32, u32>::new();
-/// graph1.add_node(3, Some(2));
-/// graph1.add_node(4, Some(3));
-/// graph1.add_edge(3, 4, Some(20));
-///
-/// let result_graph = graph_minus(&graph0, &graph1);
-///
-/// ```
-///
-pub fn graph_minus<
-    'a,
-    'b,
-    'c,
-    Id: IdType + 'c,
-    NL: Eq + Hash + Clone + 'c,
-    EL: Eq + Hash + Clone + 'c,
-    L: IdType + 'c,
->(
-    graph0: &'a dyn GeneralGraph<Id, NL, EL, L>,
-    graph1: &'b dyn GeneralGraph<Id, NL, EL, L>,
-) -> Box<dyn GeneralGraph<Id, NL, EL, L> + 'c> {
-    let mut result_graph = new_general_graphmap(graph0.is_directed());
-    sub_graph!(graph0, graph1, result_graph);
-    result_graph
-}
-
-/// Trait implementation for general graphs subtraction.
-impl<'a, Id: IdType, NL: Hash + Eq + Clone, EL: Hash + Eq + Clone, L: IdType> Sub
-    for &'a dyn GeneralGraph<Id, NL, EL, L>
-{
-    type Output = Box<dyn GeneralGraph<Id, NL, EL, L> + 'a>;
-
-    fn sub(self, other: &'a dyn GeneralGraph<Id, NL, EL, L>) -> Box<dyn GeneralGraph<Id, NL, EL, L> + 'a> {
-        graph_minus(self, other)
-    }
-}
-
-/// Trait implementation for boxed general graphs subtraction.
-impl<'a, Id: IdType, NL: Hash + Eq + Clone + 'a, EL: Hash + Eq + Clone + 'a, L: IdType> Sub
-    for Box<dyn GeneralGraph<Id, NL, EL, L> + 'a>
-{
-    type Output = Box<dyn GeneralGraph<Id, NL, EL, L> + 'a>;
-
-    fn sub(
-        self,
-        other: Box<dyn GeneralGraph<Id, NL, EL, L> + 'a>,
-    ) -> Box<dyn GeneralGraph<Id, NL, EL, L> + 'a> {
-        graph_minus(self.as_ref(), other.as_ref())
-    }
-}
-
-/// Trait implementation for TypedDiGraphMap addition.
-impl<Id: IdType, NL: Hash + Eq + Clone, EL: Hash + Eq + Clone, L: IdType> Sub
-    for TypedDiGraphMap<Id, NL, EL, L>
-{
-    type Output = TypedDiGraphMap<Id, NL, EL, L>;
-
-    fn sub(self, other: TypedDiGraphMap<Id, NL, EL, L>) -> TypedDiGraphMap<Id, NL, EL, L> {
-        let mut graph = TypedDiGraphMap::new();
-        sub_graph!(self, other, graph);
-        graph
-    }
-}
-
-/// Trait implementation for TypedUnGraphMap addition.
-impl<Id: IdType, NL: Hash + Eq + Clone, EL: Hash + Eq + Clone, L: IdType> Sub
-    for TypedUnGraphMap<Id, NL, EL, L>
-{
-    type Output = TypedUnGraphMap<Id, NL, EL, L>;
-
-    fn sub(self, other: TypedUnGraphMap<Id, NL, EL, L>) -> TypedUnGraphMap<Id, NL, EL, L> {
-        let mut graph = TypedUnGraphMap::new();
-        sub_graph!(self, other, graph);
-        graph
-    }
-}
-
-/// Trait implementation for boxed TypedDiGraphMap addition.
-impl<Id: IdType, NL: Hash + Eq + Clone, EL: Hash + Eq + Clone, L: IdType> Sub
-    for Box<TypedDiGraphMap<Id, NL, EL, L>>
-{
-    type Output = TypedDiGraphMap<Id, NL, EL, L>;
-
-    fn sub(self, other: Box<TypedDiGraphMap<Id, NL, EL, L>>) -> TypedDiGraphMap<Id, NL, EL, L> {
-        let mut graph = TypedDiGraphMap::new();
-        sub_graph!(self, other, graph);
-        graph
-    }
-}
-
-/// Trait implementation for boxed TypedUnGraphMap addition.
-impl<Id: IdType, NL: Hash + Eq + Clone, EL: Hash + Eq + Clone, L: IdType> Sub
-    for Box<TypedUnGraphMap<Id, NL, EL, L>>
-{
-    type Output = TypedUnGraphMap<Id, NL, EL, L>;
-
-    fn sub(self, other: Box<TypedUnGraphMap<Id, NL, EL, L>>) -> TypedUnGraphMap<Id, NL, EL, L> {
-        let mut graph = TypedUnGraphMap::new();
-        sub_graph!(self, other, graph);
-        graph
-    }
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+use std::hash::Hash;
+use std::ops::Sub;
+
+use crate::generic::dtype::IdType;
+use crate::graph_impl::graph_map::{new_general_graphmap, TypedDiGraphMap, TypedUnGraphMap};
+use crate::prelude::*;
+
+macro_rules! sub_graph {
+    ($graph0:ident,$graph1:ident,$graph:ident) => {
+        for id in $graph0.node_indices() {
+            let mut_graph = $graph.as_mut_graph().unwrap();
+            mut_graph.add_node(id, $graph0.get_node_label(id).cloned());
+        }
+
+        for (src, dst) in $graph0.edge_indices() {
+            let mut_graph = $graph.as_mut_graph().unwrap();
+            mut_graph.add_edge(src, dst, $graph0.get_edge_label(src, dst).cloned());
+        }
+
+        for (src, dst) in $graph1.edge_indices() {
+            if $graph.has_edge(src, dst)
+                && $graph.get_node_label(src) == $graph1.get_node_label(src)
+                && $graph.get_node_label(dst) == $graph1.get_node_label(dst)
+                && $graph.get_edge_label(src, dst) == $graph1.get_edge_label(src, dst)
+            {
+                let mut_graph = $graph.as_mut_graph().unwrap();
+                mut_graph.remove_edge(src, dst);
+            }
+        }
+
+        let mut all_nodes = Vec::new();
+        for id in $graph.node_indices() {
+            all_nodes.push(id);
+        }
+
+        for id in all_nodes {
+            if $graph.total_degree(id) == 0 {
+                let mut_graph = $graph.as_mut_graph().unwrap();
+                mut_graph.remove_node(id);
+            }
+        }
+    };
+}
+
+/// Graph Subtraction of two graphs, g0 and g1.
+///
+/// Firstly, nodes and edges from g0 are added to the result graph.
+/// Then nodes and edges from g1 are removed from the result graph.
+///
+/// Example:
+///
+/// ```
+/// use rust_graph::algorithm::graph_minus;
+/// use rust_graph::prelude::*;
+/// use rust_graph::graph_impl::DiGraphMap;
+///
+/// let mut graph0 = DiGraphMap::<u32, u32>::new();
+/// graph0.add_node(1, Some(0));
+/// graph0.add_node(2, Some(1));
+/// graph0.add_node(3, Some(2));
+/// graph0.add_node(4, Some(3));
+/// graph0.add_edge(1, 2, Some(10));
+/// graph0.add_edge(3, 4, Some(20));
+///
+/// let mut graph1 = DiGraphMap::<u32, u32>::new();
+/// graph1.add_node(3, Some(2));
+/// graph1.add_node(4, Some(3));
+/// graph1.add_edge(3, 4, Some(20));
+///
+/// let result_graph = graph_minus(&graph0, &graph1);
+///
+/// ```
+///
+pub fn graph_minus<
+    'a,
+    'b,
+    'c,
+    Id: IdType + 'c,
+    NL: Eq + Hash + Clone + 'c,
+    EL: Eq + Hash + Clone + 'c,
+    L: IdType + 'c,
+>(
+    graph0: &'a dyn GeneralGraph<Id, NL, EL, L>,
+    graph1: &'b dyn GeneralGraph<Id, NL, EL, L>,
+) -> Box<dyn GeneralGraph<Id, NL, EL, L> + 'c> {
+    let mut result_graph = new_general_graphmap(graph0.is_directed());
+    sub_graph!(graph0, graph1, result_graph);
+    result_graph
+}
+
+/// Trait implementation for general graphs subtraction.
+impl<'a, Id: IdType, NL: Hash + Eq + Clone, EL: Hash + Eq + Clone, L: IdType> Sub
+    for &'a dyn GeneralGraph<Id, NL, EL, L>
+{
+    type Output = Box<dyn GeneralGraph<Id, NL, EL, L> + 'a>;
+
+    fn sub(
+        self,
+        other: &'a dyn GeneralGraph<Id, NL, EL, L>,
+    ) -> Box<dyn GeneralGraph<Id, NL, EL, L> + 'a> {
+        graph_minus(self, other)
+    }
+}
+
+/// Trait implementation for boxed general graphs subtraction.
+impl<'a, Id: IdType, NL: Hash + Eq + Clone + 'a, EL: Hash + Eq + Clone + 'a, L: IdType> Sub
+    for Box<dyn GeneralGraph<Id, NL, EL, L> + 'a>
+{
+    type Output = Box<dyn GeneralGraph<Id, NL, EL, L> + 'a>;
+
+    fn sub(
+        self,
+        other: Box<dyn GeneralGraph<Id, NL, EL, L> + 'a>,
+    ) -> Box<dyn GeneralGraph<Id, NL, EL, L> + 'a> {
+        graph_minus(self.as_ref(), other.as_ref())
+    }
+}
+
+/// Trait implementation for TypedDiGraphMap addition.
+impl<Id: IdType, NL: Hash + Eq + Clone, EL: Hash + Eq + Clone, L: IdType> Sub
+    for TypedDiGraphMap<Id, NL, EL, L>
+{
+    type Output = TypedDiGraphMap<Id, NL, EL, L>;
+
+    fn sub(self, other: TypedDiGraphMap<Id, NL, EL, L>) -> TypedDiGraphMap<Id, NL, EL, L> {
+        let mut graph = TypedDiGraphMap::new();
+        sub_graph!(self, other, graph);
+        graph
+    }
+}
+
+/// Trait implementation for TypedUnGraphMap addition.
+impl<Id: IdType, NL: Hash + Eq + Clone, EL: Hash + Eq + Clone, L: IdType> Sub
+    for TypedUnGraphMap<Id, NL, EL, L>
+{
+    type Output = TypedUnGraphMap<Id, NL, EL, L>;
+
+    fn sub(self, other: TypedUnGraphMap<Id, NL, EL, L>) -> TypedUnGraphMap<Id, NL, EL, L> {
+        let mut graph = TypedUnGraphMap::new();
+        sub_graph!(self, other, graph);
+        graph
+    }
+}
+
+/// Trait implementation for boxed TypedDiGraphMap addition.
+impl<Id: IdType, NL: Hash + Eq + Clone, EL: Hash + Eq + Clone, L: IdType> Sub
+    for Box<TypedDiGraphMap<Id, NL, EL, L>>
+{
+    type Output = TypedDiGraphMap<Id, NL, EL, L>;
+
+    fn sub(self, other: Box<TypedDiGraphMap<Id, NL, EL, L>>) -> TypedDiGraphMap<Id, NL, EL, L> {
+        let mut graph = TypedDiGraphMap::new();
+        sub_graph!(self, other, graph);
+        graph
+    }
+}
+
+/// Trait implementation for boxed TypedUnGraphMap addition.
+impl<Id: IdType, NL: Hash + Eq + Clone, EL: Hash + Eq + Clone, L: IdType> Sub
+    for Box<TypedUnGraphMap<Id, NL, EL, L>>
+{
+    type Output = TypedUnGraphMap<Id, NL, EL, L>;
+
+    fn sub(self, other: Box<TypedUnGraphMap<Id, NL, EL, L>>) -> TypedUnGraphMap<Id, NL, EL, L> {
+        let mut graph = TypedUnGraphMap::new();
+        sub_graph!(self, other, graph);
+        graph
+    }
+}
diff --git a/src/algorithm/graph_union.rs b/src/algorithm/graph_union.rs
index 620039b7..45b0814a 100644
--- a/src/algorithm/graph_union.rs
+++ b/src/algorithm/graph_union.rs
@@ -1,168 +1,171 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-use std::hash::Hash;
-use std::ops::Add;
-
-use crate::generic::dtype::IdType;
-use crate::graph_impl::graph_map::{new_general_graphmap, TypedDiGraphMap, TypedUnGraphMap};
-use crate::prelude::*;
-
-macro_rules! add_graph {
-    ($graph0:ident,$graph1:ident,$graph:ident) => {
-        for id in $graph0.node_indices() {
-            $graph.add_node(id, $graph0.get_node_label(id).cloned());
-        }
-        for id in $graph1.node_indices() {
-            $graph.add_node(id, $graph1.get_node_label(id).cloned());
-        }
-        for (src, dst) in $graph0.edge_indices() {
-            $graph.add_edge(src, dst, $graph0.get_edge_label(src, dst).cloned());
-        }
-        for (src, dst) in $graph1.edge_indices() {
-            $graph.add_edge(src, dst, $graph1.get_edge_label(src, dst).cloned());
-        }
-    };
-}
-
-/// Graph Union of two graphs, g0 and g1.
-///
-/// If a node exists in both g0 and g1, then its resulting label is from g1.
-///
-/// Firstly, nodes and edges from g0 are added to the result graph.
-/// Then nodes and edges from g1 are added to the result graph.
-///
-/// Example:
-///
-/// ```
-/// use rust_graph::algorithm::graph_union;
-/// use rust_graph::prelude::*;
-/// use rust_graph::graph_impl::DiGraphMap;
-///
-/// let mut graph0 = DiGraphMap::<u32, u32, u32>::new();
-/// graph0.add_node(1, Some(0));
-/// graph0.add_node(2, Some(1));
-/// graph0.add_edge(1, 2, Some(10));
-///
-/// let mut graph1 = DiGraphMap::<u32, u32, u32>::new();
-/// graph1.add_node(3, Some(2));
-/// graph1.add_node(4, Some(3));
-/// graph1.add_edge(3, 4, Some(20));
-///
-/// let result_graph = graph_union(&graph0, &graph1);
-///
-/// ```
-///
-pub fn graph_union<
-    'a,
-    'b,
-    'c,
-    Id: IdType + 'c,
-    NL: Eq + Hash + Clone + 'c,
-    EL: Eq + Hash + Clone + 'c,
-    L: IdType + 'c,
->(
-    graph0: &'a dyn GeneralGraph<Id, NL, EL, L>,
-    graph1: &'b dyn GeneralGraph<Id, NL, EL, L>,
-) -> Box<dyn GeneralGraph<Id, NL, EL, L> + 'c> {
-    let mut result_graph = new_general_graphmap(graph0.is_directed());
-    {
-        let graph = result_graph.as_mut_graph().unwrap();
-        add_graph!(graph0, graph1, graph);
-    }
-    result_graph
-}
-
-/// Trait implementation for boxed general graphs addition.
-impl<'a, Id: IdType, NL: Hash + Eq + Clone + 'a, EL: Hash + Eq + Clone + 'a, L: IdType> Add
-    for Box<dyn GeneralGraph<Id, NL, EL, L> + 'a>
-{
-    type Output = Box<dyn GeneralGraph<Id, NL, EL, L> + 'a>;
-
-    fn add(
-        self,
-        other: Box<dyn GeneralGraph<Id, NL, EL, L> + 'a>,
-    ) -> Box<dyn GeneralGraph<Id, NL, EL, L> + 'a> {
-        graph_union(self.as_ref(), other.as_ref())
-    }
-}
-
-/// Trait implementation for general graphs addition.
-impl<'a, Id: IdType, NL: Hash + Eq + Clone, EL: Hash + Eq + Clone, L: IdType> Add
-    for &'a dyn GeneralGraph<Id, NL, EL, L>
-{
-    type Output = Box<dyn GeneralGraph<Id, NL, EL, L> + 'a>;
-
-    fn add(self, other: &'a dyn GeneralGraph<Id, NL, EL, L>) -> Box<dyn GeneralGraph<Id, NL, EL, L> + 'a> {
-        graph_union(self, other)
-    }
-}
-
-/// Trait implementation for TypedDiGraphMap addition.
-impl<Id: IdType, NL: Hash + Eq + Clone, EL: Hash + Eq + Clone, L: IdType> Add
-    for TypedDiGraphMap<Id, NL, EL, L>
-{
-    type Output = TypedDiGraphMap<Id, NL, EL, L>;
-
-    fn add(self, other: TypedDiGraphMap<Id, NL, EL, L>) -> TypedDiGraphMap<Id, NL, EL, L> {
-        let mut graph = TypedDiGraphMap::new();
-        add_graph!(self, other, graph);
-        graph
-    }
-}
-
-/// Trait implementation for TypedUnGraphMap addition.
-impl<Id: IdType, NL: Hash + Eq + Clone, EL: Hash + Eq + Clone, L: IdType> Add
-    for TypedUnGraphMap<Id, NL, EL, L>
-{
-    type Output = TypedUnGraphMap<Id, NL, EL, L>;
-
-    fn add(self, other: TypedUnGraphMap<Id, NL, EL, L>) -> TypedUnGraphMap<Id, NL, EL, L> {
-        let mut graph = TypedUnGraphMap::new();
-        add_graph!(self, other, graph);
-        graph
-    }
-}
-
-/// Trait implementation for boxed TypedDiGraphMap addition.
-impl<Id: IdType, NL: Hash + Eq + Clone, EL: Hash + Eq + Clone, L: IdType> Add
-    for Box<TypedDiGraphMap<Id, NL, EL, L>>
-{
-    type Output = TypedDiGraphMap<Id, NL, EL, L>;
-
-    fn add(self, other: Box<TypedDiGraphMap<Id, NL, EL, L>>) -> TypedDiGraphMap<Id, NL, EL, L> {
-        let mut graph = TypedDiGraphMap::new();
-        add_graph!(self, other, graph);
-        graph
-    }
-}
-
-/// Trait implementation for boxed TypedUnGraphMap addition.
-impl<Id: IdType, NL: Hash + Eq + Clone, EL: Hash + Eq + Clone, L: IdType> Add
-    for Box<TypedUnGraphMap<Id, NL, EL, L>>
-{
-    type Output = TypedUnGraphMap<Id, NL, EL, L>;
-
-    fn add(self, other: Box<TypedUnGraphMap<Id, NL, EL, L>>) -> TypedUnGraphMap<Id, NL, EL, L> {
-        let mut graph = TypedUnGraphMap::new();
-        add_graph!(self, other, graph);
-        graph
-    }
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+use std::hash::Hash;
+use std::ops::Add;
+
+use crate::generic::dtype::IdType;
+use crate::graph_impl::graph_map::{new_general_graphmap, TypedDiGraphMap, TypedUnGraphMap};
+use crate::prelude::*;
+
+macro_rules! add_graph {
+    ($graph0:ident,$graph1:ident,$graph:ident) => {
+        for id in $graph0.node_indices() {
+            $graph.add_node(id, $graph0.get_node_label(id).cloned());
+        }
+        for id in $graph1.node_indices() {
+            $graph.add_node(id, $graph1.get_node_label(id).cloned());
+        }
+        for (src, dst) in $graph0.edge_indices() {
+            $graph.add_edge(src, dst, $graph0.get_edge_label(src, dst).cloned());
+        }
+        for (src, dst) in $graph1.edge_indices() {
+            $graph.add_edge(src, dst, $graph1.get_edge_label(src, dst).cloned());
+        }
+    };
+}
+
+/// Graph Union of two graphs, g0 and g1.
+///
+/// If a node exists in both g0 and g1, then its resulting label is from g1.
+///
+/// Firstly, nodes and edges from g0 are added to the result graph.
+/// Then nodes and edges from g1 are added to the result graph.
+///
+/// Example:
+///
+/// ```
+/// use rust_graph::algorithm::graph_union;
+/// use rust_graph::prelude::*;
+/// use rust_graph::graph_impl::DiGraphMap;
+///
+/// let mut graph0 = DiGraphMap::<u32, u32, u32>::new();
+/// graph0.add_node(1, Some(0));
+/// graph0.add_node(2, Some(1));
+/// graph0.add_edge(1, 2, Some(10));
+///
+/// let mut graph1 = DiGraphMap::<u32, u32, u32>::new();
+/// graph1.add_node(3, Some(2));
+/// graph1.add_node(4, Some(3));
+/// graph1.add_edge(3, 4, Some(20));
+///
+/// let result_graph = graph_union(&graph0, &graph1);
+///
+/// ```
+///
+pub fn graph_union<
+    'a,
+    'b,
+    'c,
+    Id: IdType + 'c,
+    NL: Eq + Hash + Clone + 'c,
+    EL: Eq + Hash + Clone + 'c,
+    L: IdType + 'c,
+>(
+    graph0: &'a dyn GeneralGraph<Id, NL, EL, L>,
+    graph1: &'b dyn GeneralGraph<Id, NL, EL, L>,
+) -> Box<dyn GeneralGraph<Id, NL, EL, L> + 'c> {
+    let mut result_graph = new_general_graphmap(graph0.is_directed());
+    {
+        let graph = result_graph.as_mut_graph().unwrap();
+        add_graph!(graph0, graph1, graph);
+    }
+    result_graph
+}
+
+/// Trait implementation for boxed general graphs addition.
+impl<'a, Id: IdType, NL: Hash + Eq + Clone + 'a, EL: Hash + Eq + Clone + 'a, L: IdType> Add
+    for Box<dyn GeneralGraph<Id, NL, EL, L> + 'a>
+{
+    type Output = Box<dyn GeneralGraph<Id, NL, EL, L> + 'a>;
+
+    fn add(
+        self,
+        other: Box<dyn GeneralGraph<Id, NL, EL, L> + 'a>,
+    ) -> Box<dyn GeneralGraph<Id, NL, EL, L> + 'a> {
+        graph_union(self.as_ref(), other.as_ref())
+    }
+}
+
+/// Trait implementation for general graphs addition.
+impl<'a, Id: IdType, NL: Hash + Eq + Clone, EL: Hash + Eq + Clone, L: IdType> Add
+    for &'a dyn GeneralGraph<Id, NL, EL, L>
+{
+    type Output = Box<dyn GeneralGraph<Id, NL, EL, L> + 'a>;
+
+    fn add(
+        self,
+        other: &'a dyn GeneralGraph<Id, NL, EL, L>,
+    ) -> Box<dyn GeneralGraph<Id, NL, EL, L> + 'a> {
+        graph_union(self, other)
+    }
+}
+
+/// Trait implementation for TypedDiGraphMap addition.
+impl<Id: IdType, NL: Hash + Eq + Clone, EL: Hash + Eq + Clone, L: IdType> Add
+    for TypedDiGraphMap<Id, NL, EL, L>
+{
+    type Output = TypedDiGraphMap<Id, NL, EL, L>;
+
+    fn add(self, other: TypedDiGraphMap<Id, NL, EL, L>) -> TypedDiGraphMap<Id, NL, EL, L> {
+        let mut graph = TypedDiGraphMap::new();
+        add_graph!(self, other, graph);
+        graph
+    }
+}
+
+/// Trait implementation for TypedUnGraphMap addition.
+impl<Id: IdType, NL: Hash + Eq + Clone, EL: Hash + Eq + Clone, L: IdType> Add
+    for TypedUnGraphMap<Id, NL, EL, L>
+{
+    type Output = TypedUnGraphMap<Id, NL, EL, L>;
+
+    fn add(self, other: TypedUnGraphMap<Id, NL, EL, L>) -> TypedUnGraphMap<Id, NL, EL, L> {
+        let mut graph = TypedUnGraphMap::new();
+        add_graph!(self, other, graph);
+        graph
+    }
+}
+
+/// Trait implementation for boxed TypedDiGraphMap addition.
+impl<Id: IdType, NL: Hash + Eq + Clone, EL: Hash + Eq + Clone, L: IdType> Add
+    for Box<TypedDiGraphMap<Id, NL, EL, L>>
+{
+    type Output = TypedDiGraphMap<Id, NL, EL, L>;
+
+    fn add(self, other: Box<TypedDiGraphMap<Id, NL, EL, L>>) -> TypedDiGraphMap<Id, NL, EL, L> {
+        let mut graph = TypedDiGraphMap::new();
+        add_graph!(self, other, graph);
+        graph
+    }
+}
+
+/// Trait implementation for boxed TypedUnGraphMap addition.
+impl<Id: IdType, NL: Hash + Eq + Clone, EL: Hash + Eq + Clone, L: IdType> Add
+    for Box<TypedUnGraphMap<Id, NL, EL, L>>
+{
+    type Output = TypedUnGraphMap<Id, NL, EL, L>;
+
+    fn add(self, other: Box<TypedUnGraphMap<Id, NL, EL, L>>) -> TypedUnGraphMap<Id, NL, EL, L> {
+        let mut graph = TypedUnGraphMap::new();
+        add_graph!(self, other, graph);
+        graph
+    }
+}
diff --git a/src/algorithm/mod.rs b/src/algorithm/mod.rs
index bfb88567..c9b26a27 100644
--- a/src/algorithm/mod.rs
+++ b/src/algorithm/mod.rs
@@ -1,35 +1,35 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-pub mod bfs;
-pub mod conn_comp;
-pub mod conn_subgraphs;
-pub mod dfs;
-pub mod graph_induce;
-pub mod graph_minus;
-pub mod graph_union;
-
-pub use crate::algorithm::bfs::Bfs;
-pub use crate::algorithm::conn_comp::ConnComp;
-pub use crate::algorithm::conn_subgraphs::ConnSubgraph;
-pub use crate::algorithm::dfs::Dfs;
-pub use crate::algorithm::graph_induce::graph_induce;
-pub use crate::algorithm::graph_minus::graph_minus;
-pub use crate::algorithm::graph_union::graph_union;
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+pub mod bfs;
+pub mod conn_comp;
+pub mod conn_subgraphs;
+pub mod dfs;
+pub mod graph_induce;
+pub mod graph_minus;
+pub mod graph_union;
+
+pub use crate::algorithm::bfs::Bfs;
+pub use crate::algorithm::conn_comp::ConnComp;
+pub use crate::algorithm::conn_subgraphs::ConnSubgraph;
+pub use crate::algorithm::dfs::Dfs;
+pub use crate::algorithm::graph_induce::graph_induce;
+pub use crate::algorithm::graph_minus::graph_minus;
+pub use crate::algorithm::graph_union::graph_union;
diff --git a/src/generic/dtype.rs b/src/generic/dtype.rs
index d58ead9a..2d389bb8 100644
--- a/src/generic/dtype.rs
+++ b/src/generic/dtype.rs
@@ -1,118 +1,118 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-use std::fmt::Debug;
-use std::hash::Hash;
-use std::marker::{Send, Sync};
-
-/// The default data type for graph indices is `u32`.
-#[cfg(not(feature = "usize_id"))]
-pub type DefaultId = u32;
-
-/// The default data type for graph indices can be set to `usize` by setting `feature="usize_id"`.
-#[cfg(feature = "usize_id")]
-pub type DefaultId = usize;
-
-pub type DefaultTy = Directed;
-
-pub type Void = ();
-
-pub trait GraphType: Debug + PartialEq + Eq + Copy + Clone + Hash {
-    fn is_directed() -> bool;
-}
-
-/// Marker for directed graph
-#[derive(Debug, PartialEq, Eq, Copy, Clone, Hash, Serialize, Deserialize)]
-pub enum Directed {}
-
-/// Marker for undirected graph
-#[derive(Debug, PartialEq, Eq, Copy, Clone, Hash, Serialize, Deserialize)]
-pub enum Undirected {}
-
-impl GraphType for Directed {
-    #[inline(always)]
-    fn is_directed() -> bool {
-        true
-    }
-}
-
-impl GraphType for Undirected {
-    #[inline(always)]
-    fn is_directed() -> bool {
-        false
-    }
-}
-
-pub unsafe trait IdType:
-    'static + Copy + Clone + Default + Hash + Debug + Ord + Eq + Send + Sync
-{
-    fn new(x: usize) -> Self;
-    fn id(&self) -> usize;
-    fn max_value() -> Self;
-    fn max_usize() -> usize;
-    #[inline(always)]
-    fn increment(&mut self) {}
-}
-
-unsafe impl IdType for () {
-    #[inline(always)]
-    fn new(_: usize) -> Self {}
-    #[inline(always)]
-    fn id(&self) -> usize {
-        0
-    }
-    #[inline(always)]
-    fn max_value() -> Self {}
-    #[inline(always)]
-    fn max_usize() -> usize {
-        0
-    }
-}
-
-macro_rules! impl_id_type {
-    ($($type:ident,)*) => (
-        $(
-            unsafe impl IdType for $type {
-                #[inline(always)]
-                fn new(x: usize) -> Self {
-                    x as $type
-                }
-                #[inline(always)]
-                fn id(&self) -> usize {
-                    *self as usize
-                }
-                #[inline(always)]
-                fn max_value() -> Self {
-                    ::std::$type::MAX
-                }
-                #[inline(always)]
-                fn max_usize() -> usize {
-                    ::std::$type::MAX as usize
-                }
-                #[inline(always)]
-                fn increment(&mut self) {
-                    *self+=1;
-                }
-            }
-        )*
-    )
-}
-
-impl_id_type!(u8, u16, u32, usize,);
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+use std::fmt::Debug;
+use std::hash::Hash;
+use std::marker::{Send, Sync};
+
+/// The default data type for graph indices is `u32`.
+#[cfg(not(feature = "usize_id"))]
+pub type DefaultId = u32;
+
+/// The default data type for graph indices can be set to `usize` by setting `feature="usize_id"`.
+#[cfg(feature = "usize_id")]
+pub type DefaultId = usize;
+
+pub type DefaultTy = Directed;
+
+pub type Void = ();
+
+pub trait GraphType: Debug + PartialEq + Eq + Copy + Clone + Hash {
+    fn is_directed() -> bool;
+}
+
+/// Marker for directed graph
+#[derive(Debug, PartialEq, Eq, Copy, Clone, Hash, Serialize, Deserialize)]
+pub enum Directed {}
+
+/// Marker for undirected graph
+#[derive(Debug, PartialEq, Eq, Copy, Clone, Hash, Serialize, Deserialize)]
+pub enum Undirected {}
+
+impl GraphType for Directed {
+    #[inline(always)]
+    fn is_directed() -> bool {
+        true
+    }
+}
+
+impl GraphType for Undirected {
+    #[inline(always)]
+    fn is_directed() -> bool {
+        false
+    }
+}
+
+pub unsafe trait IdType:
+    'static + Copy + Clone + Default + Hash + Debug + Ord + Eq + Send + Sync
+{
+    fn new(x: usize) -> Self;
+    fn id(&self) -> usize;
+    fn max_value() -> Self;
+    fn max_usize() -> usize;
+    #[inline(always)]
+    fn increment(&mut self) {}
+}
+
+unsafe impl IdType for () {
+    #[inline(always)]
+    fn new(_: usize) -> Self {}
+    #[inline(always)]
+    fn id(&self) -> usize {
+        0
+    }
+    #[inline(always)]
+    fn max_value() -> Self {}
+    #[inline(always)]
+    fn max_usize() -> usize {
+        0
+    }
+}
+
+macro_rules! impl_id_type {
+    ($($type:ident,)*) => (
+        $(
+            unsafe impl IdType for $type {
+                #[inline(always)]
+                fn new(x: usize) -> Self {
+                    x as $type
+                }
+                #[inline(always)]
+                fn id(&self) -> usize {
+                    *self as usize
+                }
+                #[inline(always)]
+                fn max_value() -> Self {
+                    ::std::$type::MAX
+                }
+                #[inline(always)]
+                fn max_usize() -> usize {
+                    ::std::$type::MAX as usize
+                }
+                #[inline(always)]
+                fn increment(&mut self) {
+                    *self+=1;
+                }
+            }
+        )*
+    )
+}
+
+impl_id_type!(u8, u16, u32, usize,);
diff --git a/src/generic/edge.rs b/src/generic/edge.rs
index deaab346..70f01d2a 100644
--- a/src/generic/edge.rs
+++ b/src/generic/edge.rs
@@ -1,194 +1,194 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-use crate::generic::IdType;
-pub use crate::graph_impl::graph_map::{Edge, MutEdge};
-
-pub trait EdgeTrait<Id: IdType, L: IdType> {
-    #[inline(always)]
-    fn is_none(&self) -> bool {
-        false
-    }
-    #[inline(always)]
-    fn is_some(&self) -> bool {
-        !self.is_none()
-    }
-    fn get_start(&self) -> Id;
-    fn get_target(&self) -> Id;
-    fn get_label_id(&self) -> Option<L>;
-}
-
-pub trait MutEdgeTrait<Id: IdType, L: IdType>: EdgeTrait<Id, L> {
-    fn set_label_id(&mut self, label: Option<L>);
-}
-
-#[derive(Debug, PartialEq, Eq)]
-pub enum MutEdgeType<'a, Id: IdType, L: IdType = Id> {
-    EdgeRef(MutEdge<'a, Id, L>),
-    None,
-}
-
-#[derive(Debug, PartialEq, Eq)]
-pub enum OwnedEdgeType<Id: IdType, L: IdType = Id> {
-    Edge(Edge<Id, L>),
-    None,
-}
-
-#[derive(Debug, Clone, PartialEq, Eq)]
-pub enum EdgeType<Id: IdType, L: IdType = Id> {
-    Edge(Edge<Id, L>),
-    None,
-}
-
-impl<'a, Id: IdType, L: IdType> MutEdgeType<'a, Id, L> {
-    #[inline(always)]
-    pub fn unwrap_edge(self) -> Edge<Id, L> {
-        match self {
-            MutEdgeType::EdgeRef(_) => panic!("'unwrap_edge()` on `EdgeRef`"),
-            MutEdgeType::None => panic!("`unwrap_edge()` on `None`"),
-        }
-    }
-
-    #[inline(always)]
-    pub fn unwrap_edge_ref(self) -> MutEdge<'a, Id, L> {
-        match self {
-            MutEdgeType::EdgeRef(edge) => edge,
-            MutEdgeType::None => panic!("`unwrap_edge_ref()` on `None`"),
-        }
-    }
-}
-
-impl<'a, Id: IdType, L: IdType> EdgeTrait<Id, L> for MutEdgeType<'a, Id, L> {
-    #[inline(always)]
-    fn is_none(&self) -> bool {
-        match self {
-            MutEdgeType::None => true,
-            _ => false,
-        }
-    }
-
-    #[inline(always)]
-    fn get_start(&self) -> Id {
-        match self {
-            MutEdgeType::EdgeRef(edge) => edge.get_start(),
-            MutEdgeType::None => panic!("`get_start()` on `None`"),
-        }
-    }
-
-    #[inline(always)]
-    fn get_target(&self) -> Id {
-        match self {
-            MutEdgeType::EdgeRef(edge) => edge.get_target(),
-            MutEdgeType::None => panic!("`get_target()` on `None`"),
-        }
-    }
-
-    #[inline(always)]
-    fn get_label_id(&self) -> Option<L> {
-        match self {
-            MutEdgeType::EdgeRef(edge) => edge.get_label_id(),
-            MutEdgeType::None => panic!("`get_label_id()` on `None`"),
-        }
-    }
-}
-
-impl<'a, Id: IdType, L: IdType> MutEdgeTrait<Id, L> for MutEdgeType<'a, Id, L> {
-    #[inline(always)]
-    fn set_label_id(&mut self, label: Option<L>) {
-        match self {
-            MutEdgeType::EdgeRef(edge) => edge.set_label_id(label),
-            MutEdgeType::None => panic!("`set_label_id()` on `None`"),
-        }
-    }
-}
-
-impl<Id: IdType, L: IdType> EdgeTrait<Id, L> for OwnedEdgeType<Id, L> {
-    fn is_none(&self) -> bool {
-        match self {
-            OwnedEdgeType::None => true,
-            _ => false,
-        }
-    }
-
-    fn get_start(&self) -> Id {
-        match self {
-            OwnedEdgeType::Edge(edge) => edge.get_start(),
-            OwnedEdgeType::None => panic!("`get_start()` on `None`"),
-        }
-    }
-
-    fn get_target(&self) -> Id {
-        match self {
-            OwnedEdgeType::Edge(edge) => edge.get_target(),
-            OwnedEdgeType::None => panic!("`get_target()` on `None`"),
-        }
-    }
-
-    fn get_label_id(&self) -> Option<L> {
-        match self {
-            OwnedEdgeType::Edge(edge) => edge.get_label_id(),
-            OwnedEdgeType::None => panic!("`get_label_id()` on `None`"),
-        }
-    }
-}
-
-impl<Id: IdType, L: IdType> EdgeType<Id, L> {
-    #[inline(always)]
-    pub fn unwrap(self) -> Edge<Id, L> {
-        match self {
-            EdgeType::Edge(edge) => edge,
-            EdgeType::None => panic!("`unwrap()` on `None`"),
-        }
-    }
-}
-
-impl<Id: IdType, L: IdType> EdgeTrait<Id, L> for EdgeType<Id, L> {
-    #[inline(always)]
-    fn is_none(&self) -> bool {
-        match *self {
-            EdgeType::None => true,
-            _ => false,
-        }
-    }
-
-    #[inline(always)]
-    fn get_start(&self) -> Id {
-        match self {
-            EdgeType::Edge(edge) => edge.get_start(),
-            EdgeType::None => panic!("`get_start()` on `None`"),
-        }
-    }
-
-    #[inline(always)]
-    fn get_target(&self) -> Id {
-        match self {
-            EdgeType::Edge(edge) => edge.get_target(),
-            EdgeType::None => panic!("`get_target()` on`None`"),
-        }
-    }
-
-    #[inline(always)]
-    fn get_label_id(&self) -> Option<L> {
-        match self {
-            EdgeType::Edge(edge) => edge.get_label_id(),
-            EdgeType::None => None,
-        }
-    }
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+use crate::generic::IdType;
+pub use crate::graph_impl::graph_map::{Edge, MutEdge};
+
+pub trait EdgeTrait<Id: IdType, L: IdType> {
+    #[inline(always)]
+    fn is_none(&self) -> bool {
+        false
+    }
+    #[inline(always)]
+    fn is_some(&self) -> bool {
+        !self.is_none()
+    }
+    fn get_start(&self) -> Id;
+    fn get_target(&self) -> Id;
+    fn get_label_id(&self) -> Option<L>;
+}
+
+pub trait MutEdgeTrait<Id: IdType, L: IdType>: EdgeTrait<Id, L> {
+    fn set_label_id(&mut self, label: Option<L>);
+}
+
+#[derive(Debug, PartialEq, Eq)]
+pub enum MutEdgeType<'a, Id: IdType, L: IdType = Id> {
+    EdgeRef(MutEdge<'a, Id, L>),
+    None,
+}
+
+#[derive(Debug, PartialEq, Eq)]
+pub enum OwnedEdgeType<Id: IdType, L: IdType = Id> {
+    Edge(Edge<Id, L>),
+    None,
+}
+
+#[derive(Debug, Clone, PartialEq, Eq)]
+pub enum EdgeType<Id: IdType, L: IdType = Id> {
+    Edge(Edge<Id, L>),
+    None,
+}
+
+impl<'a, Id: IdType, L: IdType> MutEdgeType<'a, Id, L> {
+    #[inline(always)]
+    pub fn unwrap_edge(self) -> Edge<Id, L> {
+        match self {
+            MutEdgeType::EdgeRef(_) => panic!("'unwrap_edge()` on `EdgeRef`"),
+            MutEdgeType::None => panic!("`unwrap_edge()` on `None`"),
+        }
+    }
+
+    #[inline(always)]
+    pub fn unwrap_edge_ref(self) -> MutEdge<'a, Id, L> {
+        match self {
+            MutEdgeType::EdgeRef(edge) => edge,
+            MutEdgeType::None => panic!("`unwrap_edge_ref()` on `None`"),
+        }
+    }
+}
+
+impl<'a, Id: IdType, L: IdType> EdgeTrait<Id, L> for MutEdgeType<'a, Id, L> {
+    #[inline(always)]
+    fn is_none(&self) -> bool {
+        match self {
+            MutEdgeType::None => true,
+            _ => false,
+        }
+    }
+
+    #[inline(always)]
+    fn get_start(&self) -> Id {
+        match self {
+            MutEdgeType::EdgeRef(edge) => edge.get_start(),
+            MutEdgeType::None => panic!("`get_start()` on `None`"),
+        }
+    }
+
+    #[inline(always)]
+    fn get_target(&self) -> Id {
+        match self {
+            MutEdgeType::EdgeRef(edge) => edge.get_target(),
+            MutEdgeType::None => panic!("`get_target()` on `None`"),
+        }
+    }
+
+    #[inline(always)]
+    fn get_label_id(&self) -> Option<L> {
+        match self {
+            MutEdgeType::EdgeRef(edge) => edge.get_label_id(),
+            MutEdgeType::None => panic!("`get_label_id()` on `None`"),
+        }
+    }
+}
+
+impl<'a, Id: IdType, L: IdType> MutEdgeTrait<Id, L> for MutEdgeType<'a, Id, L> {
+    #[inline(always)]
+    fn set_label_id(&mut self, label: Option<L>) {
+        match self {
+            MutEdgeType::EdgeRef(edge) => edge.set_label_id(label),
+            MutEdgeType::None => panic!("`set_label_id()` on `None`"),
+        }
+    }
+}
+
+impl<Id: IdType, L: IdType> EdgeTrait<Id, L> for OwnedEdgeType<Id, L> {
+    fn is_none(&self) -> bool {
+        match self {
+            OwnedEdgeType::None => true,
+            _ => false,
+        }
+    }
+
+    fn get_start(&self) -> Id {
+        match self {
+            OwnedEdgeType::Edge(edge) => edge.get_start(),
+            OwnedEdgeType::None => panic!("`get_start()` on `None`"),
+        }
+    }
+
+    fn get_target(&self) -> Id {
+        match self {
+            OwnedEdgeType::Edge(edge) => edge.get_target(),
+            OwnedEdgeType::None => panic!("`get_target()` on `None`"),
+        }
+    }
+
+    fn get_label_id(&self) -> Option<L> {
+        match self {
+            OwnedEdgeType::Edge(edge) => edge.get_label_id(),
+            OwnedEdgeType::None => panic!("`get_label_id()` on `None`"),
+        }
+    }
+}
+
+impl<Id: IdType, L: IdType> EdgeType<Id, L> {
+    #[inline(always)]
+    pub fn unwrap(self) -> Edge<Id, L> {
+        match self {
+            EdgeType::Edge(edge) => edge,
+            EdgeType::None => panic!("`unwrap()` on `None`"),
+        }
+    }
+}
+
+impl<Id: IdType, L: IdType> EdgeTrait<Id, L> for EdgeType<Id, L> {
+    #[inline(always)]
+    fn is_none(&self) -> bool {
+        match *self {
+            EdgeType::None => true,
+            _ => false,
+        }
+    }
+
+    #[inline(always)]
+    fn get_start(&self) -> Id {
+        match self {
+            EdgeType::Edge(edge) => edge.get_start(),
+            EdgeType::None => panic!("`get_start()` on `None`"),
+        }
+    }
+
+    #[inline(always)]
+    fn get_target(&self) -> Id {
+        match self {
+            EdgeType::Edge(edge) => edge.get_target(),
+            EdgeType::None => panic!("`get_target()` on`None`"),
+        }
+    }
+
+    #[inline(always)]
+    fn get_label_id(&self) -> Option<L> {
+        match self {
+            EdgeType::Edge(edge) => edge.get_label_id(),
+            EdgeType::None => None,
+        }
+    }
+}
diff --git a/src/generic/graph.rs b/src/generic/graph.rs
index 6470146d..29e97a46 100644
--- a/src/generic/graph.rs
+++ b/src/generic/graph.rs
@@ -1,375 +1,380 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-use std::borrow::Cow;
-use std::cmp::Ordering;
-use std::hash::{Hash, Hasher};
-
-use counter::Counter;
-use itertools::Itertools;
-
-use crate::generic::{
-    EdgeTrait, EdgeType, IdType, Iter, MapTrait, MutEdgeType, MutNodeType, NodeTrait, NodeType,
-    OwnedEdgeType, OwnedNodeType,
-};
-use crate::graph_impl::graph_map::new_general_graphmap;
-use crate::graph_impl::GraphImpl;
-use crate::map::SetMap;
-
-pub trait GeneralGraph<Id: IdType, NL: Hash + Eq, EL: Hash + Eq = NL, L: IdType = Id>:
-    GraphTrait<Id, L> + GraphLabelTrait<Id, NL, EL, L>
-{
-    fn as_graph(&self) -> &dyn GraphTrait<Id, L>;
-
-    fn as_labeled_graph(&self) -> &dyn GraphLabelTrait<Id, NL, EL, L>;
-
-    fn as_general_graph(&self) -> &dyn GeneralGraph<Id, NL, EL, L>;
-
-    #[inline(always)]
-    fn as_digraph(&self) -> Option<&dyn DiGraphTrait<Id, L>> {
-        None
-    }
-
-    #[inline(always)]
-    fn as_mut_graph(&mut self) -> Option<&mut dyn MutGraphTrait<Id, NL, EL, L>> {
-        None
-    }
-}
-
-impl<Id: IdType, NL: Hash + Eq + Clone + 'static, EL: Hash + Eq + Clone + 'static, L: IdType> Clone
-    for Box<dyn GeneralGraph<Id, NL, EL, L>>
-{
-    fn clone(&self) -> Self {
-        let g = if self.as_digraph().is_some() {
-            new_general_graphmap(true)
-        } else {
-            new_general_graphmap(false)
-        };
-
-        crate::algorithm::graph_union(self.as_ref(), g.as_ref())
-    }
-}
-
-pub trait GraphTrait<Id: IdType, L: IdType> {
-    /// Get an immutable reference to the node.
-    fn get_node(&self, id: Id) -> NodeType<Id, L>;
-
-    /// Get an immutable reference to the edge.
-    fn get_edge(&self, start: Id, target: Id) -> EdgeType<Id, L>;
-
-    /// Check if the node is in the graph.
-    fn has_node(&self, id: Id) -> bool;
-
-    /// Check if the edge is in the graph.
-    fn has_edge(&self, start: Id, target: Id) -> bool;
-
-    /// Return the number of nodes in the graph.
-    fn node_count(&self) -> usize;
-
-    /// Return the number of edges in the graph.
-    fn edge_count(&self) -> usize;
-
-    /// Whether if the graph is directed or not.
-    fn is_directed(&self) -> bool;
-
-    /// Return an iterator over the node indices of the graph.
-    fn node_indices(&self) -> Iter<Id>;
-
-    /// Return an iterator over the edge indices of the graph.
-    fn edge_indices(&self) -> Iter<(Id, Id)>;
-
-    /// Return an iterator of all nodes in the graph.
-    fn nodes(&self) -> Iter<NodeType<Id, L>>;
-
-    /// Return an iterator over all edges in the graph.
-    fn edges(&self) -> Iter<EdgeType<Id, L>>;
-
-    /// Return the degree of a node.
-    fn degree(&self, id: Id) -> usize;
-
-    /// Return total degree of a node.
-    fn total_degree(&self, id: Id) -> usize;
-
-    /// Return an iterator over the indices of all nodes adjacent to a given node.
-    fn neighbors_iter(&self, id: Id) -> Iter<Id>;
-
-    /// Return the indices(either owned or borrowed) of all nodes adjacent to a given node.
-    fn neighbors(&self, id: Id) -> Cow<[Id]>;
-
-    /// Return the maximum id has been seen until now.
-    fn max_seen_id(&self) -> Option<Id>;
-
-    /// Return how the graph structure is implementated, namely, GraphMap or StaticGraph.
-    fn implementation(&self) -> GraphImpl;
-
-    fn get_node_label_id_counter(&self) -> Counter<L> {
-        self.nodes().filter_map(|n| n.get_label_id()).collect()
-    }
-
-    fn get_edge_label_id_counter(&self) -> Counter<L> {
-        self.edges().filter_map(|e| e.get_label_id()).collect()
-    }
-
-    /// Return the maximum id the graph can represent.
-    #[inline(always)]
-    fn max_possible_id(&self) -> Id {
-        Id::max_value()
-    }
-
-    /// Return the maximum label id the graph can represent.
-    #[inline(always)]
-    fn max_possible_label_id(&self) -> L {
-        L::max_value()
-    }
-}
-
-pub trait MutGraphTrait<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType = Id> {
-    /// Add a new node with specific id and label.
-    /// *NOTE*: The label will be converted to an `usize` integer.
-    fn add_node(&mut self, id: Id, label: Option<NL>) -> bool;
-
-    /// Get a mutable reference to the node.
-    fn get_node_mut(&mut self, id: Id) -> MutNodeType<Id, L>;
-
-    /// Remove the node and return it.
-    fn remove_node(&mut self, id: Id) -> OwnedNodeType<Id, L>;
-
-    /// Add a new edge (`start`,`target)` with a specific label.
-    /// *NOTE*: The label will be converted to an `usize` integer.
-    fn add_edge(&mut self, start: Id, target: Id, label: Option<EL>) -> bool;
-
-    /// Get a mutable reference to the edge.
-    fn get_edge_mut(&mut self, start: Id, target: Id) -> MutEdgeType<Id, L>;
-
-    /// Remove the edge (`start`,`target)` and return it.
-    fn remove_edge(&mut self, start: Id, target: Id) -> OwnedEdgeType<Id, L>;
-
-    /// Return an iterator of all nodes(mutable) in the graph.
-    fn nodes_mut(&mut self) -> Iter<MutNodeType<Id, L>>;
-
-    /// Return an iterator over all edges(mutable) in the graph.
-    fn edges_mut(&mut self) -> Iter<MutEdgeType<Id, L>>;
-}
-
-pub trait GraphLabelTrait<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType>:
-    GraphTrait<Id, L>
-{
-    /// Return the node label - id mapping.
-    fn get_node_label_map(&self) -> &SetMap<NL>;
-
-    /// Return the edge label - id mapping.
-    fn get_edge_label_map(&self) -> &SetMap<EL>;
-
-    /// Lookup the node label by its id.
-    #[inline(always)]
-    fn get_node_label(&self, node_id: Id) -> Option<&NL> {
-        match self.get_node(node_id).get_label_id() {
-            Some(label_id) => self.get_node_label_map().get_item(label_id.id()),
-            None => None,
-        }
-    }
-
-    /// Lookup the edge label by its id.
-    #[inline(always)]
-    fn get_edge_label(&self, start: Id, target: Id) -> Option<&EL> {
-        match self.get_edge(start, target).get_label_id() {
-            Some(label_id) => self.get_edge_label_map().get_item(label_id.id()),
-            None => None,
-        }
-    }
-
-    /// Return an iterator over the set of all node labels.
-    #[inline]
-    fn node_labels<'a>(&'a self) -> Iter<'a, &NL> {
-        self.get_node_label_map().items()
-    }
-
-    /// Return an iterator over the set of all edge labels.
-    #[inline]
-    fn edge_labels<'a>(&'a self) -> Iter<'a, &EL> {
-        self.get_edge_label_map().items()
-    }
-
-    #[inline]
-    fn has_node_labels(&self) -> bool {
-        self.node_labels().next().is_some()
-    }
-
-    #[inline]
-    fn has_edge_labels(&self) -> bool {
-        self.edge_labels().next().is_some()
-    }
-
-    #[inline]
-    fn num_of_node_labels(&self) -> usize {
-        self.node_labels().count()
-    }
-
-    #[inline]
-    fn num_of_edge_labels(&self) -> usize {
-        self.edge_labels().count()
-    }
-
-    #[inline]
-    fn get_node_label_counter(&self) -> Counter<&NL> {
-        self.node_indices()
-            .filter_map(|n| self.get_node_label(n))
-            .collect()
-    }
-
-    #[inline]
-    fn get_edge_label_counter(&self) -> Counter<&EL> {
-        self.edge_indices()
-            .filter_map(|(s, d)| self.get_edge_label(s, d))
-            .collect()
-    }
-}
-
-pub trait MutGraphLabelTrait<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType>:
-    MutGraphTrait<Id, NL, EL, L> + GraphLabelTrait<Id, NL, EL, L>
-{
-    /// Update the node label.
-    fn update_node_label(&mut self, node_id: Id, label: Option<NL>) -> bool;
-
-    /// Update the edge label.
-    fn update_edge_label(&mut self, start: Id, target: Id, label: Option<EL>) -> bool;
-}
-
-/// Trait for undirected graphs.
-pub trait UnGraphTrait<Id: IdType, L: IdType>: GraphTrait<Id, L> {}
-
-/// Trait for directed graphs.
-pub trait DiGraphTrait<Id: IdType, L: IdType>: GraphTrait<Id, L> {
-    /// Return the in-degree of a node.
-    fn in_degree(&self, id: Id) -> usize;
-
-    /// Return an iterator over the indices of all nodes with a edge from a given node.
-    fn in_neighbors_iter(&self, id: Id) -> Iter<Id>;
-
-    /// Return the indices(either owned or borrowed) of all nodes with a edge from a given node.
-    fn in_neighbors(&self, id: Id) -> Cow<[Id]>;
-}
-
-pub fn equal<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType, LL: IdType>(
-    g: &dyn GeneralGraph<Id, NL, EL, L>,
-    gg: &dyn GeneralGraph<Id, NL, EL, LL>,
-) -> bool {
-    if g.is_directed() != gg.is_directed()
-        || g.node_count() != gg.node_count()
-        || g.edge_count() != gg.edge_count()
-    {
-        return false;
-    }
-
-    for n in g.node_indices() {
-        if !gg.has_node(n) || g.get_node_label(n) != gg.get_node_label(n) {
-            return false;
-        }
-    }
-
-    for (s, d) in g.edge_indices() {
-        if !gg.has_edge(s, d) || g.get_edge_label(s, d) != gg.get_edge_label(s, d) {
-            return false;
-        }
-    }
-
-    true
-}
-
-impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> PartialEq
-    for Box<dyn GeneralGraph<Id, NL, EL, L>>
-{
-    fn eq(&self, other: &Box<dyn GeneralGraph<Id, NL, EL, L>>) -> bool {
-        equal(self.as_ref(), other.as_ref())
-    }
-}
-
-impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> Eq for Box<dyn GeneralGraph<Id, NL, EL, L>> {}
-
-impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> Hash
-    for Box<dyn GeneralGraph<Id, NL, EL, L>>
-{
-    fn hash<H: Hasher>(&self, state: &mut H) {
-        {
-            self.as_digraph().is_some().hash(state);
-
-            let nodes = self.node_indices().sorted();
-            nodes.hash(state);
-
-            let node_labels = nodes
-                .into_iter()
-                .map(|n| self.get_node_label(n))
-                .collect_vec();
-            node_labels.hash(state);
-        }
-        {
-            let edges = self.edge_indices().sorted();
-            edges.hash(state);
-            let edge_labels = edges
-                .into_iter()
-                .map(|(s, d)| self.get_edge_label(s, d))
-                .collect_vec();
-            edge_labels.hash(state);
-        }
-    }
-}
-
-impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> PartialOrd
-    for Box<dyn GeneralGraph<Id, NL, EL, L>>
-{
-    fn partial_cmp(&self, other: &Self) -> Option<Ordering> {
-        if self.node_count() != other.node_count() {
-            return Some(self.node_count().cmp(&other.node_count()));
-        } else {
-            for (node1, node2) in self.node_indices().zip(other.node_indices()) {
-                if node1 != node2 {
-                    return Some(node1.cmp(&node2));
-                } else {
-                    let deg1 = self.degree(node1);
-                    let deg2 = self.degree(node2);
-
-                    if deg1 != deg2 {
-                        return Some(deg1.cmp(&deg2));
-                    } else {
-                        for (nbr1, nbr2) in
-                            self.neighbors_iter(node1).zip(other.neighbors_iter(node2))
-                        {
-                            if nbr1 != nbr2 {
-                                return Some(nbr1.cmp(&nbr2));
-                            }
-                        }
-                    }
-                }
-            }
-        }
-
-        None
-    }
-}
-
-impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> Ord for Box<dyn GeneralGraph<Id, NL, EL, L>> {
-    fn cmp(&self, other: &Self) -> Ordering {
-        if let Some(ord) = self.partial_cmp(other) {
-            ord
-        } else {
-            Ordering::Equal
-        }
-    }
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+use std::borrow::Cow;
+use std::cmp::Ordering;
+use std::hash::{Hash, Hasher};
+
+use counter::Counter;
+use itertools::Itertools;
+
+use crate::generic::{
+    EdgeTrait, EdgeType, IdType, Iter, MapTrait, MutEdgeType, MutNodeType, NodeTrait, NodeType,
+    OwnedEdgeType, OwnedNodeType,
+};
+use crate::graph_impl::graph_map::new_general_graphmap;
+use crate::graph_impl::GraphImpl;
+use crate::map::SetMap;
+
+pub trait GeneralGraph<Id: IdType, NL: Hash + Eq, EL: Hash + Eq = NL, L: IdType = Id>:
+    GraphTrait<Id, L> + GraphLabelTrait<Id, NL, EL, L>
+{
+    fn as_graph(&self) -> &dyn GraphTrait<Id, L>;
+
+    fn as_labeled_graph(&self) -> &dyn GraphLabelTrait<Id, NL, EL, L>;
+
+    fn as_general_graph(&self) -> &dyn GeneralGraph<Id, NL, EL, L>;
+
+    #[inline(always)]
+    fn as_digraph(&self) -> Option<&dyn DiGraphTrait<Id, L>> {
+        None
+    }
+
+    #[inline(always)]
+    fn as_mut_graph(&mut self) -> Option<&mut dyn MutGraphTrait<Id, NL, EL, L>> {
+        None
+    }
+}
+
+impl<Id: IdType, NL: Hash + Eq + Clone + 'static, EL: Hash + Eq + Clone + 'static, L: IdType> Clone
+    for Box<dyn GeneralGraph<Id, NL, EL, L>>
+{
+    fn clone(&self) -> Self {
+        let g = if self.as_digraph().is_some() {
+            new_general_graphmap(true)
+        } else {
+            new_general_graphmap(false)
+        };
+
+        crate::algorithm::graph_union(self.as_ref(), g.as_ref())
+    }
+}
+
+pub trait GraphTrait<Id: IdType, L: IdType> {
+    /// Get an immutable reference to the node.
+    fn get_node(&self, id: Id) -> NodeType<Id, L>;
+
+    /// Get an immutable reference to the edge.
+    fn get_edge(&self, start: Id, target: Id) -> EdgeType<Id, L>;
+
+    /// Check if the node is in the graph.
+    fn has_node(&self, id: Id) -> bool;
+
+    /// Check if the edge is in the graph.
+    fn has_edge(&self, start: Id, target: Id) -> bool;
+
+    /// Return the number of nodes in the graph.
+    fn node_count(&self) -> usize;
+
+    /// Return the number of edges in the graph.
+    fn edge_count(&self) -> usize;
+
+    /// Whether if the graph is directed or not.
+    fn is_directed(&self) -> bool;
+
+    /// Return an iterator over the node indices of the graph.
+    fn node_indices(&self) -> Iter<Id>;
+
+    /// Return an iterator over the edge indices of the graph.
+    fn edge_indices(&self) -> Iter<(Id, Id)>;
+
+    /// Return an iterator of all nodes in the graph.
+    fn nodes(&self) -> Iter<NodeType<Id, L>>;
+
+    /// Return an iterator over all edges in the graph.
+    fn edges(&self) -> Iter<EdgeType<Id, L>>;
+
+    /// Return the degree of a node.
+    fn degree(&self, id: Id) -> usize;
+
+    /// Return total degree of a node.
+    fn total_degree(&self, id: Id) -> usize;
+
+    /// Return an iterator over the indices of all nodes adjacent to a given node.
+    fn neighbors_iter(&self, id: Id) -> Iter<Id>;
+
+    /// Return the indices(either owned or borrowed) of all nodes adjacent to a given node.
+    fn neighbors(&self, id: Id) -> Cow<[Id]>;
+
+    /// Return the maximum id has been seen until now.
+    fn max_seen_id(&self) -> Option<Id>;
+
+    /// Return how the graph structure is implementated, namely, GraphMap or StaticGraph.
+    fn implementation(&self) -> GraphImpl;
+
+    fn get_node_label_id_counter(&self) -> Counter<L> {
+        self.nodes().filter_map(|n| n.get_label_id()).collect()
+    }
+
+    fn get_edge_label_id_counter(&self) -> Counter<L> {
+        self.edges().filter_map(|e| e.get_label_id()).collect()
+    }
+
+    /// Return the maximum id the graph can represent.
+    #[inline(always)]
+    fn max_possible_id(&self) -> Id {
+        Id::max_value()
+    }
+
+    /// Return the maximum label id the graph can represent.
+    #[inline(always)]
+    fn max_possible_label_id(&self) -> L {
+        L::max_value()
+    }
+}
+
+pub trait MutGraphTrait<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType = Id> {
+    /// Add a new node with specific id and label.
+    /// *NOTE*: The label will be converted to an `usize` integer.
+    fn add_node(&mut self, id: Id, label: Option<NL>) -> bool;
+
+    /// Get a mutable reference to the node.
+    fn get_node_mut(&mut self, id: Id) -> MutNodeType<Id, L>;
+
+    /// Remove the node and return it.
+    fn remove_node(&mut self, id: Id) -> OwnedNodeType<Id, L>;
+
+    /// Add a new edge (`start`,`target)` with a specific label.
+    /// *NOTE*: The label will be converted to an `usize` integer.
+    fn add_edge(&mut self, start: Id, target: Id, label: Option<EL>) -> bool;
+
+    /// Get a mutable reference to the edge.
+    fn get_edge_mut(&mut self, start: Id, target: Id) -> MutEdgeType<Id, L>;
+
+    /// Remove the edge (`start`,`target)` and return it.
+    fn remove_edge(&mut self, start: Id, target: Id) -> OwnedEdgeType<Id, L>;
+
+    /// Return an iterator of all nodes(mutable) in the graph.
+    fn nodes_mut(&mut self) -> Iter<MutNodeType<Id, L>>;
+
+    /// Return an iterator over all edges(mutable) in the graph.
+    fn edges_mut(&mut self) -> Iter<MutEdgeType<Id, L>>;
+}
+
+pub trait GraphLabelTrait<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType>:
+    GraphTrait<Id, L>
+{
+    /// Return the node label - id mapping.
+    fn get_node_label_map(&self) -> &SetMap<NL>;
+
+    /// Return the edge label - id mapping.
+    fn get_edge_label_map(&self) -> &SetMap<EL>;
+
+    /// Lookup the node label by its id.
+    #[inline(always)]
+    fn get_node_label(&self, node_id: Id) -> Option<&NL> {
+        match self.get_node(node_id).get_label_id() {
+            Some(label_id) => self.get_node_label_map().get_item(label_id.id()),
+            None => None,
+        }
+    }
+
+    /// Lookup the edge label by its id.
+    #[inline(always)]
+    fn get_edge_label(&self, start: Id, target: Id) -> Option<&EL> {
+        match self.get_edge(start, target).get_label_id() {
+            Some(label_id) => self.get_edge_label_map().get_item(label_id.id()),
+            None => None,
+        }
+    }
+
+    /// Return an iterator over the set of all node labels.
+    #[inline]
+    fn node_labels<'a>(&'a self) -> Iter<'a, &NL> {
+        self.get_node_label_map().items()
+    }
+
+    /// Return an iterator over the set of all edge labels.
+    #[inline]
+    fn edge_labels<'a>(&'a self) -> Iter<'a, &EL> {
+        self.get_edge_label_map().items()
+    }
+
+    #[inline]
+    fn has_node_labels(&self) -> bool {
+        self.node_labels().next().is_some()
+    }
+
+    #[inline]
+    fn has_edge_labels(&self) -> bool {
+        self.edge_labels().next().is_some()
+    }
+
+    #[inline]
+    fn num_of_node_labels(&self) -> usize {
+        self.node_labels().count()
+    }
+
+    #[inline]
+    fn num_of_edge_labels(&self) -> usize {
+        self.edge_labels().count()
+    }
+
+    #[inline]
+    fn get_node_label_counter(&self) -> Counter<&NL> {
+        self.node_indices()
+            .filter_map(|n| self.get_node_label(n))
+            .collect()
+    }
+
+    #[inline]
+    fn get_edge_label_counter(&self) -> Counter<&EL> {
+        self.edge_indices()
+            .filter_map(|(s, d)| self.get_edge_label(s, d))
+            .collect()
+    }
+}
+
+pub trait MutGraphLabelTrait<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType>:
+    MutGraphTrait<Id, NL, EL, L> + GraphLabelTrait<Id, NL, EL, L>
+{
+    /// Update the node label.
+    fn update_node_label(&mut self, node_id: Id, label: Option<NL>) -> bool;
+
+    /// Update the edge label.
+    fn update_edge_label(&mut self, start: Id, target: Id, label: Option<EL>) -> bool;
+}
+
+/// Trait for undirected graphs.
+pub trait UnGraphTrait<Id: IdType, L: IdType>: GraphTrait<Id, L> {}
+
+/// Trait for directed graphs.
+pub trait DiGraphTrait<Id: IdType, L: IdType>: GraphTrait<Id, L> {
+    /// Return the in-degree of a node.
+    fn in_degree(&self, id: Id) -> usize;
+
+    /// Return an iterator over the indices of all nodes with a edge from a given node.
+    fn in_neighbors_iter(&self, id: Id) -> Iter<Id>;
+
+    /// Return the indices(either owned or borrowed) of all nodes with a edge from a given node.
+    fn in_neighbors(&self, id: Id) -> Cow<[Id]>;
+}
+
+pub fn equal<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType, LL: IdType>(
+    g: &dyn GeneralGraph<Id, NL, EL, L>,
+    gg: &dyn GeneralGraph<Id, NL, EL, LL>,
+) -> bool {
+    if g.is_directed() != gg.is_directed()
+        || g.node_count() != gg.node_count()
+        || g.edge_count() != gg.edge_count()
+    {
+        return false;
+    }
+
+    for n in g.node_indices() {
+        if !gg.has_node(n) || g.get_node_label(n) != gg.get_node_label(n) {
+            return false;
+        }
+    }
+
+    for (s, d) in g.edge_indices() {
+        if !gg.has_edge(s, d) || g.get_edge_label(s, d) != gg.get_edge_label(s, d) {
+            return false;
+        }
+    }
+
+    true
+}
+
+impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> PartialEq
+    for Box<dyn GeneralGraph<Id, NL, EL, L>>
+{
+    fn eq(&self, other: &Box<dyn GeneralGraph<Id, NL, EL, L>>) -> bool {
+        equal(self.as_ref(), other.as_ref())
+    }
+}
+
+impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> Eq
+    for Box<dyn GeneralGraph<Id, NL, EL, L>>
+{
+}
+
+impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> Hash
+    for Box<dyn GeneralGraph<Id, NL, EL, L>>
+{
+    fn hash<H: Hasher>(&self, state: &mut H) {
+        {
+            self.as_digraph().is_some().hash(state);
+
+            let nodes = self.node_indices().sorted();
+            nodes.hash(state);
+
+            let node_labels = nodes
+                .into_iter()
+                .map(|n| self.get_node_label(n))
+                .collect_vec();
+            node_labels.hash(state);
+        }
+        {
+            let edges = self.edge_indices().sorted();
+            edges.hash(state);
+            let edge_labels = edges
+                .into_iter()
+                .map(|(s, d)| self.get_edge_label(s, d))
+                .collect_vec();
+            edge_labels.hash(state);
+        }
+    }
+}
+
+impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> PartialOrd
+    for Box<dyn GeneralGraph<Id, NL, EL, L>>
+{
+    fn partial_cmp(&self, other: &Self) -> Option<Ordering> {
+        if self.node_count() != other.node_count() {
+            return Some(self.node_count().cmp(&other.node_count()));
+        } else {
+            for (node1, node2) in self.node_indices().zip(other.node_indices()) {
+                if node1 != node2 {
+                    return Some(node1.cmp(&node2));
+                } else {
+                    let deg1 = self.degree(node1);
+                    let deg2 = self.degree(node2);
+
+                    if deg1 != deg2 {
+                        return Some(deg1.cmp(&deg2));
+                    } else {
+                        for (nbr1, nbr2) in
+                            self.neighbors_iter(node1).zip(other.neighbors_iter(node2))
+                        {
+                            if nbr1 != nbr2 {
+                                return Some(nbr1.cmp(&nbr2));
+                            }
+                        }
+                    }
+                }
+            }
+        }
+
+        None
+    }
+}
+
+impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> Ord
+    for Box<dyn GeneralGraph<Id, NL, EL, L>>
+{
+    fn cmp(&self, other: &Self) -> Ordering {
+        if let Some(ord) = self.partial_cmp(other) {
+            ord
+        } else {
+            Ordering::Equal
+        }
+    }
+}
diff --git a/src/generic/iter.rs b/src/generic/iter.rs
index abc3e0ef..d27cab10 100644
--- a/src/generic/iter.rs
+++ b/src/generic/iter.rs
@@ -1,58 +1,58 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-use std::iter::empty;
-
-pub struct Iter<'a, T> {
-    inner: Box<dyn Iterator<Item = T> + 'a>,
-}
-
-impl<'a, T> Iter<'a, T> {
-    pub fn new(iter: Box<dyn Iterator<Item = T> + 'a>) -> Self {
-        Iter { inner: iter }
-    }
-}
-
-impl<'a, T: 'a> Iter<'a, T> {
-    pub fn empty() -> Self {
-        Iter {
-            inner: Box::new(empty()),
-        }
-    }
-}
-
-impl<'a, T> Iterator for Iter<'a, T> {
-    type Item = T;
-
-    #[inline(always)]
-    fn next(&mut self) -> Option<Self::Item> {
-        self.inner.next()
-    }
-
-    #[inline(always)]
-    fn size_hint(&self) -> (usize, Option<usize>) {
-        self.inner.size_hint()
-    }
-
-    #[inline(always)]
-    fn count(self) -> usize {
-        self.inner.count()
-    }
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+use std::iter::empty;
+
+pub struct Iter<'a, T> {
+    inner: Box<dyn Iterator<Item = T> + 'a>,
+}
+
+impl<'a, T> Iter<'a, T> {
+    pub fn new(iter: Box<dyn Iterator<Item = T> + 'a>) -> Self {
+        Iter { inner: iter }
+    }
+}
+
+impl<'a, T: 'a> Iter<'a, T> {
+    pub fn empty() -> Self {
+        Iter {
+            inner: Box::new(empty()),
+        }
+    }
+}
+
+impl<'a, T> Iterator for Iter<'a, T> {
+    type Item = T;
+
+    #[inline(always)]
+    fn next(&mut self) -> Option<Self::Item> {
+        self.inner.next()
+    }
+
+    #[inline(always)]
+    fn size_hint(&self) -> (usize, Option<usize>) {
+        self.inner.size_hint()
+    }
+
+    #[inline(always)]
+    fn count(self) -> usize {
+        self.inner.count()
+    }
+}
diff --git a/src/generic/map.rs b/src/generic/map.rs
index db0ea8c1..fe4a8ca4 100644
--- a/src/generic/map.rs
+++ b/src/generic/map.rs
@@ -1,45 +1,45 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-use crate::generic::Iter;
-
-pub trait MapTrait<L> {
-    fn get_item(&self, id: usize) -> Option<&L>;
-    fn find_index(&self, item: &L) -> Option<usize>;
-
-    fn contains(&self, item: &L) -> bool;
-
-    fn items(&self) -> Iter<&L>;
-    fn items_vec(self) -> Vec<L>;
-
-    fn len(&self) -> usize;
-
-    #[inline(always)]
-    fn is_empty(&self) -> bool {
-        self.len() == 0
-    }
-}
-
-pub trait MutMapTrait<L> {
-    /// Add a new item to the map and return its index
-    fn add_item(&mut self, item: L) -> usize;
-
-    fn pop_item(&mut self) -> Option<L>;
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+use crate::generic::Iter;
+
+pub trait MapTrait<L> {
+    fn get_item(&self, id: usize) -> Option<&L>;
+    fn find_index(&self, item: &L) -> Option<usize>;
+
+    fn contains(&self, item: &L) -> bool;
+
+    fn items(&self) -> Iter<&L>;
+    fn items_vec(self) -> Vec<L>;
+
+    fn len(&self) -> usize;
+
+    #[inline(always)]
+    fn is_empty(&self) -> bool {
+        self.len() == 0
+    }
+}
+
+pub trait MutMapTrait<L> {
+    /// Add a new item to the map and return its index
+    fn add_item(&mut self, item: L) -> usize;
+
+    fn pop_item(&mut self) -> Option<L>;
+}
diff --git a/src/generic/mod.rs b/src/generic/mod.rs
index 427046a1..429910ca 100644
--- a/src/generic/mod.rs
+++ b/src/generic/mod.rs
@@ -1,39 +1,41 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-pub mod dtype;
-pub mod edge;
-pub mod graph;
-pub mod iter;
-pub mod map;
-pub mod node;
-
-pub use crate::generic::dtype::{DefaultId, DefaultTy, Directed, GraphType, IdType, Undirected, Void};
-pub use crate::generic::edge::{
-    Edge, EdgeTrait, EdgeType, MutEdge, MutEdgeTrait, MutEdgeType, OwnedEdgeType,
-};
-pub use crate::generic::graph::{
-    DiGraphTrait, GeneralGraph, GraphLabelTrait, GraphTrait, MutGraphLabelTrait, MutGraphTrait,
-    UnGraphTrait,
-};
-pub use crate::generic::iter::Iter;
-pub use crate::generic::map::{MapTrait, MutMapTrait};
-pub use crate::generic::node::{MutNodeTrait, MutNodeType, NodeTrait, NodeType, OwnedNodeType};
-pub use crate::graph_impl::graph_map::{MutNodeMapTrait, NodeMapTrait};
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+pub mod dtype;
+pub mod edge;
+pub mod graph;
+pub mod iter;
+pub mod map;
+pub mod node;
+
+pub use crate::generic::dtype::{
+    DefaultId, DefaultTy, Directed, GraphType, IdType, Undirected, Void,
+};
+pub use crate::generic::edge::{
+    Edge, EdgeTrait, EdgeType, MutEdge, MutEdgeTrait, MutEdgeType, OwnedEdgeType,
+};
+pub use crate::generic::graph::{
+    DiGraphTrait, GeneralGraph, GraphLabelTrait, GraphTrait, MutGraphLabelTrait, MutGraphTrait,
+    UnGraphTrait,
+};
+pub use crate::generic::iter::Iter;
+pub use crate::generic::map::{MapTrait, MutMapTrait};
+pub use crate::generic::node::{MutNodeTrait, MutNodeType, NodeTrait, NodeType, OwnedNodeType};
+pub use crate::graph_impl::graph_map::{MutNodeMapTrait, NodeMapTrait};
diff --git a/src/generic/node.rs b/src/generic/node.rs
index efdf705d..3449d824 100644
--- a/src/generic/node.rs
+++ b/src/generic/node.rs
@@ -1,176 +1,176 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-use crate::generic::IdType;
-pub use crate::graph_impl::graph_map::NodeMap;
-pub use crate::graph_impl::static_graph::StaticNode;
-
-pub trait NodeTrait<Id: IdType, L: IdType> {
-    #[inline(always)]
-    fn is_none(&self) -> bool {
-        false
-    }
-    #[inline(always)]
-    fn is_some(&self) -> bool {
-        !self.is_none()
-    }
-    fn get_id(&self) -> Id;
-    fn get_label_id(&self) -> Option<L>;
-}
-
-pub trait MutNodeTrait<Id: IdType, L: IdType>: NodeTrait<Id, L> {
-    fn set_label_id(&mut self, label: Option<L>);
-}
-
-#[derive(Debug, PartialEq, Eq)]
-pub enum MutNodeType<'a, Id: 'a + IdType, L: 'a + IdType = Id> {
-    NodeMapRef(&'a mut NodeMap<Id, L>),
-    None,
-}
-
-#[derive(Debug, PartialEq, Eq)]
-pub enum OwnedNodeType<Id: IdType, L: IdType = Id> {
-    NodeMap(NodeMap<Id, L>),
-    None,
-}
-
-#[derive(Debug, Clone, PartialEq, Eq)]
-pub enum NodeType<'a, Id: 'a + IdType, L: 'a + IdType = Id> {
-    NodeMap(&'a NodeMap<Id, L>),
-    StaticNode(StaticNode<Id, L>),
-    None,
-}
-
-impl<'a, Id: IdType, L: IdType> MutNodeType<'a, Id, L> {
-    #[inline(always)]
-    pub fn unwrap(self) -> &'a mut NodeMap<Id, L> {
-        match self {
-            MutNodeType::NodeMapRef(node) => node,
-            MutNodeType::None => panic!("`unwrap_nodemap_ref()` on `None`"),
-        }
-    }
-}
-
-impl<'a, Id: IdType, L: IdType> NodeTrait<Id, L> for MutNodeType<'a, Id, L> {
-    #[inline(always)]
-    fn is_none(&self) -> bool {
-        match *self {
-            MutNodeType::None => true,
-            _ => false,
-        }
-    }
-
-    #[inline(always)]
-    fn get_id(&self) -> Id {
-        match self {
-            MutNodeType::NodeMapRef(node) => node.get_id(),
-            MutNodeType::None => panic!("`get_id()` on `None`"),
-        }
-    }
-
-    #[inline(always)]
-    fn get_label_id(&self) -> Option<L> {
-        match self {
-            MutNodeType::NodeMapRef(node) => node.get_label_id(),
-            MutNodeType::None => panic!("`get_label_id()` on `None`"),
-        }
-    }
-}
-
-impl<'a, Id: IdType, L: IdType> MutNodeTrait<Id, L> for MutNodeType<'a, Id, L> {
-    #[inline(always)]
-    fn set_label_id(&mut self, label: Option<L>) {
-        match self {
-            MutNodeType::NodeMapRef(node) => node.set_label_id(label),
-            MutNodeType::None => panic!("`set_label_id()` on `None`"),
-        }
-    }
-}
-
-impl<Id: IdType, L: IdType> NodeTrait<Id, L> for OwnedNodeType<Id, L> {
-    fn is_none(&self) -> bool {
-        match *self {
-            OwnedNodeType::None => true,
-            _ => false,
-        }
-    }
-
-    fn get_id(&self) -> Id {
-        match self {
-            OwnedNodeType::NodeMap(node) => node.get_id(),
-            OwnedNodeType::None => panic!("`get_id()` on `None`"),
-        }
-    }
-
-    fn get_label_id(&self) -> Option<L> {
-        match self {
-            OwnedNodeType::NodeMap(node) => node.get_label_id(),
-            OwnedNodeType::None => panic!("`get_label_id()` on `None`"),
-        }
-    }
-}
-
-impl<'a, Id: IdType, L: IdType> NodeType<'a, Id, L> {
-    #[inline(always)]
-    pub fn unwrap_nodemap(self) -> &'a NodeMap<Id, L> {
-        match self {
-            NodeType::NodeMap(node) => node,
-            NodeType::StaticNode(_) => panic!("`unwrap_nodemap()` on `StaticNode`"),
-            NodeType::None => panic!("`unwrap_nodemap()` on `None`"),
-        }
-    }
-
-    #[inline(always)]
-    pub fn unwrap_staticnode(self) -> StaticNode<Id, L> {
-        match self {
-            NodeType::NodeMap(_) => panic!("`unwrap_staticnode()` on `NodeMap`"),
-            NodeType::StaticNode(node) => node,
-            NodeType::None => panic!("`unwrap_staticnode()` on `None`"),
-        }
-    }
-}
-
-impl<'a, Id: IdType, L: IdType> NodeTrait<Id, L> for NodeType<'a, Id, L> {
-    #[inline(always)]
-    fn is_none(&self) -> bool {
-        match *self {
-            NodeType::None => true,
-            _ => false,
-        }
-    }
-
-    #[inline(always)]
-    fn get_id(&self) -> Id {
-        match self {
-            NodeType::NodeMap(node) => node.get_id(),
-            NodeType::StaticNode(ref node) => node.get_id(),
-            NodeType::None => panic!("`get_id()` on `None`"),
-        }
-    }
-
-    #[inline(always)]
-    fn get_label_id(&self) -> Option<L> {
-        match self {
-            NodeType::NodeMap(node) => node.get_label_id(),
-            NodeType::StaticNode(ref node) => node.get_label_id(),
-            NodeType::None => None,
-        }
-    }
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+use crate::generic::IdType;
+pub use crate::graph_impl::graph_map::NodeMap;
+pub use crate::graph_impl::static_graph::StaticNode;
+
+pub trait NodeTrait<Id: IdType, L: IdType> {
+    #[inline(always)]
+    fn is_none(&self) -> bool {
+        false
+    }
+    #[inline(always)]
+    fn is_some(&self) -> bool {
+        !self.is_none()
+    }
+    fn get_id(&self) -> Id;
+    fn get_label_id(&self) -> Option<L>;
+}
+
+pub trait MutNodeTrait<Id: IdType, L: IdType>: NodeTrait<Id, L> {
+    fn set_label_id(&mut self, label: Option<L>);
+}
+
+#[derive(Debug, PartialEq, Eq)]
+pub enum MutNodeType<'a, Id: 'a + IdType, L: 'a + IdType = Id> {
+    NodeMapRef(&'a mut NodeMap<Id, L>),
+    None,
+}
+
+#[derive(Debug, PartialEq, Eq)]
+pub enum OwnedNodeType<Id: IdType, L: IdType = Id> {
+    NodeMap(NodeMap<Id, L>),
+    None,
+}
+
+#[derive(Debug, Clone, PartialEq, Eq)]
+pub enum NodeType<'a, Id: 'a + IdType, L: 'a + IdType = Id> {
+    NodeMap(&'a NodeMap<Id, L>),
+    StaticNode(StaticNode<Id, L>),
+    None,
+}
+
+impl<'a, Id: IdType, L: IdType> MutNodeType<'a, Id, L> {
+    #[inline(always)]
+    pub fn unwrap(self) -> &'a mut NodeMap<Id, L> {
+        match self {
+            MutNodeType::NodeMapRef(node) => node,
+            MutNodeType::None => panic!("`unwrap_nodemap_ref()` on `None`"),
+        }
+    }
+}
+
+impl<'a, Id: IdType, L: IdType> NodeTrait<Id, L> for MutNodeType<'a, Id, L> {
+    #[inline(always)]
+    fn is_none(&self) -> bool {
+        match *self {
+            MutNodeType::None => true,
+            _ => false,
+        }
+    }
+
+    #[inline(always)]
+    fn get_id(&self) -> Id {
+        match self {
+            MutNodeType::NodeMapRef(node) => node.get_id(),
+            MutNodeType::None => panic!("`get_id()` on `None`"),
+        }
+    }
+
+    #[inline(always)]
+    fn get_label_id(&self) -> Option<L> {
+        match self {
+            MutNodeType::NodeMapRef(node) => node.get_label_id(),
+            MutNodeType::None => panic!("`get_label_id()` on `None`"),
+        }
+    }
+}
+
+impl<'a, Id: IdType, L: IdType> MutNodeTrait<Id, L> for MutNodeType<'a, Id, L> {
+    #[inline(always)]
+    fn set_label_id(&mut self, label: Option<L>) {
+        match self {
+            MutNodeType::NodeMapRef(node) => node.set_label_id(label),
+            MutNodeType::None => panic!("`set_label_id()` on `None`"),
+        }
+    }
+}
+
+impl<Id: IdType, L: IdType> NodeTrait<Id, L> for OwnedNodeType<Id, L> {
+    fn is_none(&self) -> bool {
+        match *self {
+            OwnedNodeType::None => true,
+            _ => false,
+        }
+    }
+
+    fn get_id(&self) -> Id {
+        match self {
+            OwnedNodeType::NodeMap(node) => node.get_id(),
+            OwnedNodeType::None => panic!("`get_id()` on `None`"),
+        }
+    }
+
+    fn get_label_id(&self) -> Option<L> {
+        match self {
+            OwnedNodeType::NodeMap(node) => node.get_label_id(),
+            OwnedNodeType::None => panic!("`get_label_id()` on `None`"),
+        }
+    }
+}
+
+impl<'a, Id: IdType, L: IdType> NodeType<'a, Id, L> {
+    #[inline(always)]
+    pub fn unwrap_nodemap(self) -> &'a NodeMap<Id, L> {
+        match self {
+            NodeType::NodeMap(node) => node,
+            NodeType::StaticNode(_) => panic!("`unwrap_nodemap()` on `StaticNode`"),
+            NodeType::None => panic!("`unwrap_nodemap()` on `None`"),
+        }
+    }
+
+    #[inline(always)]
+    pub fn unwrap_staticnode(self) -> StaticNode<Id, L> {
+        match self {
+            NodeType::NodeMap(_) => panic!("`unwrap_staticnode()` on `NodeMap`"),
+            NodeType::StaticNode(node) => node,
+            NodeType::None => panic!("`unwrap_staticnode()` on `None`"),
+        }
+    }
+}
+
+impl<'a, Id: IdType, L: IdType> NodeTrait<Id, L> for NodeType<'a, Id, L> {
+    #[inline(always)]
+    fn is_none(&self) -> bool {
+        match *self {
+            NodeType::None => true,
+            _ => false,
+        }
+    }
+
+    #[inline(always)]
+    fn get_id(&self) -> Id {
+        match self {
+            NodeType::NodeMap(node) => node.get_id(),
+            NodeType::StaticNode(ref node) => node.get_id(),
+            NodeType::None => panic!("`get_id()` on `None`"),
+        }
+    }
+
+    #[inline(always)]
+    fn get_label_id(&self) -> Option<L> {
+        match self {
+            NodeType::NodeMap(node) => node.get_label_id(),
+            NodeType::StaticNode(ref node) => node.get_label_id(),
+            NodeType::None => None,
+        }
+    }
+}
diff --git a/src/graph_gen/general.rs b/src/graph_gen/general.rs
index b0bac862..da8060c4 100644
--- a/src/graph_gen/general.rs
+++ b/src/graph_gen/general.rs
@@ -1,97 +1,97 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-use std::hash::Hash;
-
-use rand::thread_rng;
-
-use crate::generic::{GraphType, IdType, MutGraphTrait};
-use crate::graph_impl::TypedGraphMap;
-use crate::map::SetMap;
-
-use crate::graph_gen::helper::{complete_edge_pairs, random_edge_label, random_node_label};
-
-pub fn empty_graph<Id, NL, EL, Ty>(
-    n: usize,
-    node_label: Vec<NL>,
-    edge_label: Vec<EL>,
-) -> TypedGraphMap<Id, NL, EL, Ty>
-where
-    Id: IdType,
-    NL: Hash + Eq + Clone,
-    EL: Hash + Eq + Clone,
-    Ty: GraphType,
-{
-    let mut rng = thread_rng();
-
-    let node_label_map = SetMap::from_vec(node_label);
-    let edge_label_map = SetMap::from_vec(edge_label);
-
-    let mut g = TypedGraphMap::with_label_map(node_label_map, edge_label_map);
-
-    for i in 0..n {
-        let label = random_node_label(&mut rng, &g);
-        g.add_node(Id::new(i), label);
-    }
-
-    g
-}
-
-pub fn complete_graph<Id, NL, EL, Ty>(
-    n: usize,
-    node_label: Vec<NL>,
-    edge_label: Vec<EL>,
-) -> TypedGraphMap<Id, NL, EL, Ty>
-where
-    Id: IdType,
-    NL: Hash + Eq + Clone,
-    EL: Hash + Eq + Clone,
-    Ty: GraphType,
-{
-    let mut rng = thread_rng();
-
-    let mut g = empty_graph::<Id, NL, EL, Ty>(n, node_label, edge_label);
-    for (s, d) in complete_edge_pairs::<Ty>(n) {
-        let label = random_edge_label(&mut rng, &g);
-        g.add_edge(Id::new(s), Id::new(d), label);
-    }
-
-    g
-}
-
-pub fn empty_graph_unlabeled<Id, NL, EL, Ty>(n: usize) -> TypedGraphMap<Id, NL, EL, Ty>
-where
-    Id: IdType,
-    NL: Hash + Eq + Clone,
-    EL: Hash + Eq + Clone,
-    Ty: GraphType,
-{
-    empty_graph(n, Vec::new(), Vec::new())
-}
-
-pub fn complete_graph_unlabeled<Id, NL, EL, Ty>(n: usize) -> TypedGraphMap<Id, NL, EL, Ty>
-where
-    Id: IdType,
-    NL: Hash + Eq + Clone,
-    EL: Hash + Eq + Clone,
-    Ty: GraphType,
-{
-    complete_graph(n, Vec::new(), Vec::new())
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+use std::hash::Hash;
+
+use rand::thread_rng;
+
+use crate::generic::{GraphType, IdType, MutGraphTrait};
+use crate::graph_impl::TypedGraphMap;
+use crate::map::SetMap;
+
+use crate::graph_gen::helper::{complete_edge_pairs, random_edge_label, random_node_label};
+
+pub fn empty_graph<Id, NL, EL, Ty>(
+    n: usize,
+    node_label: Vec<NL>,
+    edge_label: Vec<EL>,
+) -> TypedGraphMap<Id, NL, EL, Ty>
+where
+    Id: IdType,
+    NL: Hash + Eq + Clone,
+    EL: Hash + Eq + Clone,
+    Ty: GraphType,
+{
+    let mut rng = thread_rng();
+
+    let node_label_map = SetMap::from_vec(node_label);
+    let edge_label_map = SetMap::from_vec(edge_label);
+
+    let mut g = TypedGraphMap::with_label_map(node_label_map, edge_label_map);
+
+    for i in 0..n {
+        let label = random_node_label(&mut rng, &g);
+        g.add_node(Id::new(i), label);
+    }
+
+    g
+}
+
+pub fn complete_graph<Id, NL, EL, Ty>(
+    n: usize,
+    node_label: Vec<NL>,
+    edge_label: Vec<EL>,
+) -> TypedGraphMap<Id, NL, EL, Ty>
+where
+    Id: IdType,
+    NL: Hash + Eq + Clone,
+    EL: Hash + Eq + Clone,
+    Ty: GraphType,
+{
+    let mut rng = thread_rng();
+
+    let mut g = empty_graph::<Id, NL, EL, Ty>(n, node_label, edge_label);
+    for (s, d) in complete_edge_pairs::<Ty>(n) {
+        let label = random_edge_label(&mut rng, &g);
+        g.add_edge(Id::new(s), Id::new(d), label);
+    }
+
+    g
+}
+
+pub fn empty_graph_unlabeled<Id, NL, EL, Ty>(n: usize) -> TypedGraphMap<Id, NL, EL, Ty>
+where
+    Id: IdType,
+    NL: Hash + Eq + Clone,
+    EL: Hash + Eq + Clone,
+    Ty: GraphType,
+{
+    empty_graph(n, Vec::new(), Vec::new())
+}
+
+pub fn complete_graph_unlabeled<Id, NL, EL, Ty>(n: usize) -> TypedGraphMap<Id, NL, EL, Ty>
+where
+    Id: IdType,
+    NL: Hash + Eq + Clone,
+    EL: Hash + Eq + Clone,
+    Ty: GraphType,
+{
+    complete_graph(n, Vec::new(), Vec::new())
+}
diff --git a/src/graph_gen/helper.rs b/src/graph_gen/helper.rs
index 315c6485..5da30c05 100644
--- a/src/graph_gen/helper.rs
+++ b/src/graph_gen/helper.rs
@@ -1,84 +1,84 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-use std::hash::Hash;
-
-use itertools::Itertools;
-use rand::{Rng, ThreadRng};
-
-use crate::generic::{GraphLabelTrait, GraphType, IdType, Iter, MapTrait};
-use crate::graph_impl::TypedGraphMap;
-
-pub fn complete_edge_pairs<'a, Ty>(n: usize) -> Iter<'a, (usize, usize)>
-where
-    Ty: 'a + GraphType,
-{
-    if Ty::is_directed() {
-        Iter::new(Box::new(
-            (0..n)
-                .tuple_combinations()
-                .flat_map(|(s, d)| vec![(s, d), (d, s)]),
-        ))
-    } else {
-        Iter::new(Box::new((0..n).tuple_combinations()))
-    }
-}
-
-pub fn random_node_label<Id, NL, EL, Ty>(
-    rng: &mut ThreadRng,
-    g: &TypedGraphMap<Id, NL, EL, Ty>,
-) -> Option<NL>
-where
-    Id: IdType,
-    NL: Hash + Eq + Clone,
-    EL: Hash + Eq + Clone,
-    Ty: GraphType,
-{
-    let labels = g.get_node_label_map();
-
-    if labels.is_empty() {
-        return None;
-    }
-
-    let random_index = rng.gen_range(0, labels.len());
-
-    labels.get_item(random_index).cloned()
-}
-
-pub fn random_edge_label<Id, NL, EL, Ty>(
-    rng: &mut ThreadRng,
-    g: &TypedGraphMap<Id, NL, EL, Ty>,
-) -> Option<EL>
-where
-    Id: IdType,
-    NL: Hash + Eq + Clone,
-    EL: Hash + Eq + Clone,
-    Ty: GraphType,
-{
-    let labels = g.get_edge_label_map();
-
-    if labels.is_empty() {
-        return None;
-    }
-
-    let random_index = rng.gen_range(0, labels.len());
-
-    labels.get_item(random_index).cloned()
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+use std::hash::Hash;
+
+use itertools::Itertools;
+use rand::{Rng, ThreadRng};
+
+use crate::generic::{GraphLabelTrait, GraphType, IdType, Iter, MapTrait};
+use crate::graph_impl::TypedGraphMap;
+
+pub fn complete_edge_pairs<'a, Ty>(n: usize) -> Iter<'a, (usize, usize)>
+where
+    Ty: 'a + GraphType,
+{
+    if Ty::is_directed() {
+        Iter::new(Box::new(
+            (0..n)
+                .tuple_combinations()
+                .flat_map(|(s, d)| vec![(s, d), (d, s)]),
+        ))
+    } else {
+        Iter::new(Box::new((0..n).tuple_combinations()))
+    }
+}
+
+pub fn random_node_label<Id, NL, EL, Ty>(
+    rng: &mut ThreadRng,
+    g: &TypedGraphMap<Id, NL, EL, Ty>,
+) -> Option<NL>
+where
+    Id: IdType,
+    NL: Hash + Eq + Clone,
+    EL: Hash + Eq + Clone,
+    Ty: GraphType,
+{
+    let labels = g.get_node_label_map();
+
+    if labels.is_empty() {
+        return None;
+    }
+
+    let random_index = rng.gen_range(0, labels.len());
+
+    labels.get_item(random_index).cloned()
+}
+
+pub fn random_edge_label<Id, NL, EL, Ty>(
+    rng: &mut ThreadRng,
+    g: &TypedGraphMap<Id, NL, EL, Ty>,
+) -> Option<EL>
+where
+    Id: IdType,
+    NL: Hash + Eq + Clone,
+    EL: Hash + Eq + Clone,
+    Ty: GraphType,
+{
+    let labels = g.get_edge_label_map();
+
+    if labels.is_empty() {
+        return None;
+    }
+
+    let random_index = rng.gen_range(0, labels.len());
+
+    labels.get_item(random_index).cloned()
+}
diff --git a/src/graph_gen/mod.rs b/src/graph_gen/mod.rs
index 88f07db7..6c745777 100644
--- a/src/graph_gen/mod.rs
+++ b/src/graph_gen/mod.rs
@@ -1,30 +1,30 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-pub mod general;
-pub mod helper;
-pub mod random;
-
-pub use crate::graph_gen::general::{
-    complete_graph, complete_graph_unlabeled, empty_graph, empty_graph_unlabeled,
-};
-pub use crate::graph_gen::random::{
-    random_gnm_graph, random_gnm_graph_unlabeled, random_gnp_graph, random_gnp_graph_unlabeled,
-};
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+pub mod general;
+pub mod helper;
+pub mod random;
+
+pub use crate::graph_gen::general::{
+    complete_graph, complete_graph_unlabeled, empty_graph, empty_graph_unlabeled,
+};
+pub use crate::graph_gen::random::{
+    random_gnm_graph, random_gnm_graph_unlabeled, random_gnp_graph, random_gnp_graph_unlabeled,
+};
diff --git a/src/graph_gen/random.rs b/src/graph_gen/random.rs
index 1c5111f9..e97903f4 100644
--- a/src/graph_gen/random.rs
+++ b/src/graph_gen/random.rs
@@ -1,114 +1,114 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-use std::hash::Hash;
-
-use rand::seq::sample_iter;
-use rand::{thread_rng, Rng};
-
-use crate::generic::GraphType;
-use crate::generic::IdType;
-use crate::generic::MutGraphTrait;
-
-use crate::graph_gen::general::empty_graph;
-use crate::graph_gen::helper::{complete_edge_pairs, random_edge_label};
-use crate::graph_impl::TypedGraphMap;
-
-pub fn random_gnp_graph<Id, NL, EL, Ty>(
-    n: usize,
-    p: f32,
-    node_label: Vec<NL>,
-    edge_label: Vec<EL>,
-) -> TypedGraphMap<Id, NL, EL, Ty>
-where
-    Id: IdType,
-    NL: Hash + Eq + Clone,
-    EL: Hash + Eq + Clone,
-    Ty: GraphType,
-{
-    if p < 0f32 || p > 1f32 {
-        panic!("p must be in the range of [0,1]");
-    }
-
-    let mut rng = thread_rng();
-
-    let mut g = empty_graph::<Id, NL, EL, Ty>(n, node_label, edge_label);
-
-    for (s, d) in complete_edge_pairs::<Ty>(n) {
-        if rng.gen_range(0f32, 1f32) < p {
-            let label = random_edge_label(&mut rng, &g);
-            g.add_edge(Id::new(s), Id::new(d), label);
-        }
-    }
-
-    g
-}
-
-pub fn random_gnm_graph<Id, NL, EL, Ty>(
-    n: usize,
-    m: usize,
-    node_label: Vec<NL>,
-    edge_label: Vec<EL>,
-) -> TypedGraphMap<Id, NL, EL, Ty>
-where
-    Id: IdType,
-    NL: Hash + Eq + Clone,
-    EL: Hash + Eq + Clone,
-    Ty: GraphType,
-{
-    let mut rng = thread_rng();
-
-    let mut g = empty_graph::<Id, NL, EL, Ty>(n, node_label, edge_label);
-    let sampled_edges = sample_iter(&mut rng, complete_edge_pairs::<Ty>(n), m);
-
-    if let Ok(mut edges) = sampled_edges {
-        for (s, d) in edges.drain(..) {
-            let label = random_edge_label(&mut rng, &g);
-            g.add_edge(Id::new(s), Id::new(d), label);
-        }
-
-        g
-    } else {
-        panic!("m is too large.");
-    }
-}
-
-pub fn random_gnp_graph_unlabeled<Id, NL, EL, Ty>(n: usize, p: f32) -> TypedGraphMap<Id, NL, EL, Ty>
-where
-    Id: IdType,
-    NL: Hash + Eq + Clone,
-    EL: Hash + Eq + Clone,
-    Ty: GraphType,
-{
-    random_gnp_graph(n, p, Vec::new(), Vec::new())
-}
-
-pub fn random_gnm_graph_unlabeled<Id, NL, EL, Ty>(
-    n: usize,
-    m: usize,
-) -> TypedGraphMap<Id, NL, EL, Ty>
-where
-    Id: IdType,
-    NL: Hash + Eq + Clone,
-    EL: Hash + Eq + Clone,
-    Ty: GraphType,
-{
-    random_gnm_graph(n, m, Vec::new(), Vec::new())
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+use std::hash::Hash;
+
+use rand::seq::sample_iter;
+use rand::{thread_rng, Rng};
+
+use crate::generic::GraphType;
+use crate::generic::IdType;
+use crate::generic::MutGraphTrait;
+
+use crate::graph_gen::general::empty_graph;
+use crate::graph_gen::helper::{complete_edge_pairs, random_edge_label};
+use crate::graph_impl::TypedGraphMap;
+
+pub fn random_gnp_graph<Id, NL, EL, Ty>(
+    n: usize,
+    p: f32,
+    node_label: Vec<NL>,
+    edge_label: Vec<EL>,
+) -> TypedGraphMap<Id, NL, EL, Ty>
+where
+    Id: IdType,
+    NL: Hash + Eq + Clone,
+    EL: Hash + Eq + Clone,
+    Ty: GraphType,
+{
+    if p < 0f32 || p > 1f32 {
+        panic!("p must be in the range of [0,1]");
+    }
+
+    let mut rng = thread_rng();
+
+    let mut g = empty_graph::<Id, NL, EL, Ty>(n, node_label, edge_label);
+
+    for (s, d) in complete_edge_pairs::<Ty>(n) {
+        if rng.gen_range(0f32, 1f32) < p {
+            let label = random_edge_label(&mut rng, &g);
+            g.add_edge(Id::new(s), Id::new(d), label);
+        }
+    }
+
+    g
+}
+
+pub fn random_gnm_graph<Id, NL, EL, Ty>(
+    n: usize,
+    m: usize,
+    node_label: Vec<NL>,
+    edge_label: Vec<EL>,
+) -> TypedGraphMap<Id, NL, EL, Ty>
+where
+    Id: IdType,
+    NL: Hash + Eq + Clone,
+    EL: Hash + Eq + Clone,
+    Ty: GraphType,
+{
+    let mut rng = thread_rng();
+
+    let mut g = empty_graph::<Id, NL, EL, Ty>(n, node_label, edge_label);
+    let sampled_edges = sample_iter(&mut rng, complete_edge_pairs::<Ty>(n), m);
+
+    if let Ok(mut edges) = sampled_edges {
+        for (s, d) in edges.drain(..) {
+            let label = random_edge_label(&mut rng, &g);
+            g.add_edge(Id::new(s), Id::new(d), label);
+        }
+
+        g
+    } else {
+        panic!("m is too large.");
+    }
+}
+
+pub fn random_gnp_graph_unlabeled<Id, NL, EL, Ty>(n: usize, p: f32) -> TypedGraphMap<Id, NL, EL, Ty>
+where
+    Id: IdType,
+    NL: Hash + Eq + Clone,
+    EL: Hash + Eq + Clone,
+    Ty: GraphType,
+{
+    random_gnp_graph(n, p, Vec::new(), Vec::new())
+}
+
+pub fn random_gnm_graph_unlabeled<Id, NL, EL, Ty>(
+    n: usize,
+    m: usize,
+) -> TypedGraphMap<Id, NL, EL, Ty>
+where
+    Id: IdType,
+    NL: Hash + Eq + Clone,
+    EL: Hash + Eq + Clone,
+    Ty: GraphType,
+{
+    random_gnm_graph(n, m, Vec::new(), Vec::new())
+}
diff --git a/src/graph_impl/graph_map/edge.rs b/src/graph_impl/graph_map/edge.rs
index 65c601f7..13e6f4ca 100644
--- a/src/graph_impl/graph_map/edge.rs
+++ b/src/graph_impl/graph_map/edge.rs
@@ -1,111 +1,111 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-use crate::generic::{EdgeTrait, IdType, MutEdgeTrait};
-
-#[derive(Debug, PartialEq, Eq)]
-pub struct MutEdge<'a, Id: IdType, L: IdType = Id> {
-    src: Id,
-    dst: Id,
-    label: &'a mut Option<L>,
-}
-
-impl<'a, Id: IdType, L: IdType> MutEdge<'a, Id, L> {
-    #[inline(always)]
-    pub fn new(start: Id, target: Id, label: &'a mut Option<L>) -> Self {
-        MutEdge {
-            src: start,
-            dst: target,
-            label,
-        }
-    }
-}
-
-impl<'a, Id: IdType, L: IdType> EdgeTrait<Id, L> for MutEdge<'a, Id, L> {
-    #[inline(always)]
-    fn get_start(&self) -> Id {
-        self.src
-    }
-
-    #[inline(always)]
-    fn get_target(&self) -> Id {
-        self.dst
-    }
-
-    #[inline(always)]
-    fn get_label_id(&self) -> Option<L> {
-        *self.label
-    }
-}
-
-impl<'a, Id: IdType, L: IdType> MutEdgeTrait<Id, L> for MutEdge<'a, Id, L> {
-    #[inline(always)]
-    fn set_label_id(&mut self, label: Option<L>) {
-        *self.label = label;
-    }
-}
-
-#[derive(Debug, PartialEq, Eq, Clone)]
-pub struct Edge<Id: IdType, L: IdType = Id> {
-    src: Id,
-    dst: Id,
-    label: Option<L>,
-}
-
-impl<Id: IdType, L: IdType> Edge<Id, L> {
-    #[inline(always)]
-    pub fn new(start: Id, target: Id, label: Option<L>) -> Self {
-        Edge {
-            src: start,
-            dst: target,
-            label,
-        }
-    }
-
-    #[inline(always)]
-    pub fn new_static(start: Id, target: Id, label: L) -> Self {
-        Edge {
-            src: start,
-            dst: target,
-            label: if label == L::max_value() {
-                None
-            } else {
-                Some(label)
-            },
-        }
-    }
-}
-
-impl<Id: IdType, L: IdType> EdgeTrait<Id, L> for Edge<Id, L> {
-    #[inline(always)]
-    fn get_start(&self) -> Id {
-        self.src
-    }
-
-    #[inline(always)]
-    fn get_target(&self) -> Id {
-        self.dst
-    }
-
-    #[inline(always)]
-    fn get_label_id(&self) -> Option<L> {
-        self.label
-    }
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+use crate::generic::{EdgeTrait, IdType, MutEdgeTrait};
+
+#[derive(Debug, PartialEq, Eq)]
+pub struct MutEdge<'a, Id: IdType, L: IdType = Id> {
+    src: Id,
+    dst: Id,
+    label: &'a mut Option<L>,
+}
+
+impl<'a, Id: IdType, L: IdType> MutEdge<'a, Id, L> {
+    #[inline(always)]
+    pub fn new(start: Id, target: Id, label: &'a mut Option<L>) -> Self {
+        MutEdge {
+            src: start,
+            dst: target,
+            label,
+        }
+    }
+}
+
+impl<'a, Id: IdType, L: IdType> EdgeTrait<Id, L> for MutEdge<'a, Id, L> {
+    #[inline(always)]
+    fn get_start(&self) -> Id {
+        self.src
+    }
+
+    #[inline(always)]
+    fn get_target(&self) -> Id {
+        self.dst
+    }
+
+    #[inline(always)]
+    fn get_label_id(&self) -> Option<L> {
+        *self.label
+    }
+}
+
+impl<'a, Id: IdType, L: IdType> MutEdgeTrait<Id, L> for MutEdge<'a, Id, L> {
+    #[inline(always)]
+    fn set_label_id(&mut self, label: Option<L>) {
+        *self.label = label;
+    }
+}
+
+#[derive(Debug, PartialEq, Eq, Clone)]
+pub struct Edge<Id: IdType, L: IdType = Id> {
+    src: Id,
+    dst: Id,
+    label: Option<L>,
+}
+
+impl<Id: IdType, L: IdType> Edge<Id, L> {
+    #[inline(always)]
+    pub fn new(start: Id, target: Id, label: Option<L>) -> Self {
+        Edge {
+            src: start,
+            dst: target,
+            label,
+        }
+    }
+
+    #[inline(always)]
+    pub fn new_static(start: Id, target: Id, label: L) -> Self {
+        Edge {
+            src: start,
+            dst: target,
+            label: if label == L::max_value() {
+                None
+            } else {
+                Some(label)
+            },
+        }
+    }
+}
+
+impl<Id: IdType, L: IdType> EdgeTrait<Id, L> for Edge<Id, L> {
+    #[inline(always)]
+    fn get_start(&self) -> Id {
+        self.src
+    }
+
+    #[inline(always)]
+    fn get_target(&self) -> Id {
+        self.dst
+    }
+
+    #[inline(always)]
+    fn get_label_id(&self) -> Option<L> {
+        self.label
+    }
+}
diff --git a/src/graph_impl/graph_map/graph.rs b/src/graph_impl/graph_map/graph.rs
index 24f5e15e..2b14f59e 100644
--- a/src/graph_impl/graph_map/graph.rs
+++ b/src/graph_impl/graph_map/graph.rs
@@ -1,1000 +1,1002 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-use std::borrow::Cow;
-use std::collections::{BTreeMap, BTreeSet};
-use std::hash::{Hash, Hasher};
-use std::marker::PhantomData;
-use std::mem;
-
-use hashbrown::HashMap;
-use itertools::Itertools;
-use serde;
-
-use crate::generic::{
-    DefaultId, DefaultTy, DiGraphTrait, Directed, EdgeType, GeneralGraph, GraphLabelTrait,
-    GraphTrait, GraphType, IdType, Iter, MapTrait, MutEdgeType, MutGraphLabelTrait, MutGraphTrait,
-    MutMapTrait, MutNodeTrait, MutNodeType, NodeTrait, NodeType, OwnedEdgeType, OwnedNodeType,
-    UnGraphTrait, Undirected,
-};
-use crate::graph_impl::graph_map::{Edge, MutNodeMapTrait, NodeMap, NodeMapTrait};
-use crate::graph_impl::{EdgeVec, GraphImpl, TypedStaticGraph};
-use crate::io::serde::{Deserialize, Serialize};
-use crate::map::SetMap;
-
-pub type TypedDiGraphMap<Id, NL, EL = NL, L = DefaultId> = TypedGraphMap<Id, NL, EL, Directed, L>;
-pub type TypedUnGraphMap<Id, NL, EL = NL, L = DefaultId> = TypedGraphMap<Id, NL, EL, Undirected, L>;
-pub type GraphMap<NL, EL, Ty = DefaultTy, L = DefaultId> = TypedGraphMap<DefaultId, NL, EL, Ty, L>;
-
-/// Shortcut of creating a new directed graph where `L` is the data type of labels.
-/// # Example
-/// ```
-/// use rust_graph::DiGraphMap;
-/// let  g = DiGraphMap::<&str>::new();
-/// ```
-pub type DiGraphMap<NL, EL = NL, L = DefaultId> = GraphMap<NL, EL, Directed, L>;
-
-/// Shortcut of creating a new undirected graph where `L` is the data type of labels.
-/// # Example
-/// ```
-/// use rust_graph::UnGraphMap;
-/// let g = UnGraphMap::<&str>::new();
-/// ```
-pub type UnGraphMap<NL, EL = NL, L = DefaultId> = GraphMap<NL, EL, Undirected, L>;
-
-pub fn new_general_graphmap<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a, L: IdType>(
-    is_directed: bool,
-) -> Box<dyn GeneralGraph<Id, NL, EL, L> + 'a> {
-    if is_directed {
-        Box::new(TypedDiGraphMap::<Id, NL, EL, L>::new()) as Box<dyn GeneralGraph<Id, NL, EL, L> + 'a>
-    } else {
-        Box::new(TypedUnGraphMap::<Id, NL, EL, L>::new()) as Box<dyn GeneralGraph<Id, NL, EL, L> + 'a>
-    }
-}
-
-/// A graph data structure that nodes and edges are stored in hash maps.
-#[derive(Debug, Clone, Serialize, Deserialize)]
-pub struct TypedGraphMap<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType = Id> {
-    /// A map <node_id:node>.
-    node_map: HashMap<Id, NodeMap<Id, L>>,
-    /// Num of edges.
-    num_of_edges: usize,
-    /// A map of node labels.
-    node_label_map: SetMap<NL>,
-    /// A map of edge labels.
-    edge_label_map: SetMap<EL>,
-    /// The maximum id has been seen until now.
-    max_id: Option<Id>,
-    /// A marker of thr graph type, namely, directed or undirected.
-    graph_type: PhantomData<Ty>,
-}
-
-impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> PartialEq
-    for TypedGraphMap<Id, NL, EL, Ty, L>
-{
-    fn eq(&self, other: &TypedGraphMap<Id, NL, EL, Ty, L>) -> bool {
-        if !self.node_count() == other.node_count() || !self.edge_count() == other.edge_count() {
-            return false;
-        }
-
-        for n in self.node_indices() {
-            if !other.has_node(n) || self.get_node_label(n) != other.get_node_label(n) {
-                return false;
-            }
-        }
-
-        for (s, d) in self.edge_indices() {
-            if !other.has_edge(s, d) || self.get_edge_label(s, d) != other.get_edge_label(s, d) {
-                return false;
-            }
-        }
-
-        true
-    }
-}
-
-impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Eq
-    for TypedGraphMap<Id, NL, EL, Ty, L>
-{
-}
-
-impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Hash
-    for TypedGraphMap<Id, NL, EL, Ty, L>
-{
-    fn hash<H: Hasher>(&self, state: &mut H) {
-        {
-            let nodes = self.node_indices().sorted();
-            nodes.hash(state);
-
-            let node_labels = nodes
-                .into_iter()
-                .map(|n| self.get_node_label(n))
-                .collect_vec();
-            node_labels.hash(state);
-        }
-        {
-            let edges = self.edge_indices().sorted();
-            edges.hash(state);
-            let edge_labels = edges
-                .into_iter()
-                .map(|(s, d)| self.get_edge_label(s, d))
-                .collect_vec();
-            edge_labels.hash(state);
-        }
-    }
-}
-
-impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Serialize
-    for TypedGraphMap<Id, NL, EL, Ty, L>
-where
-    Id: serde::Serialize,
-    NL: serde::Serialize,
-    EL: serde::Serialize,
-    L: serde::Serialize,
-{
-}
-
-impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Deserialize
-    for TypedGraphMap<Id, NL, EL, Ty, L>
-where
-    Id: for<'de> serde::Deserialize<'de>,
-    NL: for<'de> serde::Deserialize<'de>,
-    EL: for<'de> serde::Deserialize<'de>,
-    L: for<'de> serde::Deserialize<'de>,
-{
-}
-
-impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
-    TypedGraphMap<Id, NL, EL, Ty, L>
-{
-    /// Constructs a new graph.
-    pub fn new() -> Self {
-        TypedGraphMap {
-            node_map: HashMap::new(),
-            num_of_edges: 0,
-            node_label_map: SetMap::new(),
-            edge_label_map: SetMap::new(),
-            max_id: None,
-            graph_type: PhantomData,
-        }
-    }
-
-    pub fn with_capacity(nodes: usize, node_labels: usize, edge_labels: usize) -> Self {
-        TypedGraphMap {
-            node_map: HashMap::with_capacity(nodes),
-            num_of_edges: 0,
-            node_label_map: SetMap::with_capacity(node_labels),
-            edge_label_map: SetMap::with_capacity(edge_labels),
-            max_id: None,
-            graph_type: PhantomData,
-        }
-    }
-
-    pub fn shrink_to_fit(&mut self) {
-        self.node_map.shrink_to_fit();
-    }
-
-    /// Constructs a new graph using existing label-id mapping.
-    /// # Example
-    /// ```
-    /// use rust_graph::prelude::*;
-    /// use rust_graph::UnGraphMap;
-    ///
-    /// let mut g = UnGraphMap::<&str>::new();
-    /// g.add_node(0, Some("a"));
-    /// g.add_node(1, Some("b"));
-    /// g.add_edge(0, 1, None);
-    ///
-    /// let mut p = UnGraphMap::with_label_map(g.get_node_label_map().clone(),
-    ///                                                g.get_edge_label_map().clone());
-    /// p.add_node(1, Some("b"));
-    /// p.add_node(0, Some("a"));
-    /// p.add_edge(0, 1, None);
-    ///
-    /// assert_eq!(g.get_node(0).get_label_id(), p.get_node(0).get_label_id());
-    /// assert_eq!(g.get_node(1).get_label_id(), p.get_node(1).get_label_id());
-    ///
-    /// ```
-    pub fn with_label_map(node_label_map: SetMap<NL>, edge_label_map: SetMap<EL>) -> Self {
-        TypedGraphMap {
-            node_map: HashMap::new(),
-            num_of_edges: 0,
-            node_label_map,
-            edge_label_map,
-            max_id: None,
-            graph_type: PhantomData,
-        }
-    }
-
-    pub fn add_node_label(&mut self, label: Option<NL>) -> Option<L> {
-        label.map(|l| L::new(self.node_label_map.add_item(l)))
-    }
-
-    pub fn add_edge_label(&mut self, label: Option<EL>) -> Option<L> {
-        label.map(|l| L::new(self.edge_label_map.add_item(l)))
-    }
-
-    /// Re-compute the number of edges
-    pub fn refine_edge_count(&mut self) {
-        let count = self.edge_indices().count();
-        self.num_of_edges = count;
-    }
-}
-
-impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Default
-    for TypedGraphMap<Id, NL, EL, Ty, L>
-{
-    fn default() -> Self {
-        Self::new()
-    }
-}
-
-impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
-    MutGraphTrait<Id, NL, EL, L> for TypedGraphMap<Id, NL, EL, Ty, L>
-{
-    /// Add a node with `id` and `label`. If the node of the `id` already presents,
-    /// replace the node's label with the new `label` and return `false`.
-    /// Otherwise, add the node and return `true`.
-    #[inline]
-    fn add_node(&mut self, id: Id, label: Option<NL>) -> bool {
-        let label_id = label.map(|x| L::new(self.node_label_map.add_item(x)));
-
-        if self.has_node(id) {
-            // Node already exist, updating its label.
-
-            let nodemap = self.node_map.get_mut(&id).unwrap();
-            nodemap.set_label_id(label_id);
-
-            return false;
-        }
-
-        let new_node = NodeMap::new(id, label_id);
-        self.node_map.insert(id, new_node);
-        match self.max_id {
-            Some(i) => {
-                if i < id {
-                    self.max_id = Some(id)
-                }
-            }
-            None => self.max_id = Some(id),
-        }
-
-        true
-    }
-
-    #[inline]
-    fn get_node_mut(&mut self, id: Id) -> MutNodeType<Id, L> {
-        match self.node_map.get_mut(&id) {
-            Some(node) => MutNodeType::NodeMapRef(node),
-            None => MutNodeType::None,
-        }
-    }
-
-    #[inline]
-    fn remove_node(&mut self, id: Id) -> OwnedNodeType<Id, L> {
-        match self.node_map.remove(&id) {
-            Some(node) => {
-                if self.is_directed() {
-                    for neighbor in node.neighbors_iter() {
-                        let nodemap = self.node_map.get_mut(&neighbor).unwrap();
-                        nodemap.remove_in_edge(id);
-                    }
-                    for in_neighbor in node.in_neighbors_iter() {
-                        let nodemap = self.node_map.get_mut(&in_neighbor).unwrap();
-                        nodemap.remove_edge(id);
-                    }
-                } else {
-                    for neighbor in node.neighbors_iter() {
-                        let nodemap = self.node_map.get_mut(&neighbor).unwrap();
-                        nodemap.remove_edge(id);
-                    }
-                }
-
-                self.num_of_edges -= node.degree() + node.in_degree();
-
-                OwnedNodeType::NodeMap(node)
-            }
-            None => OwnedNodeType::None,
-        }
-    }
-
-    /// Add the edge with given `start` and `target` vertices.
-    /// If either end does not exist, add a new node with corresponding id
-    /// and `None` label. If the edge already presents, return `false`,
-    /// otherwise add the new edge and return `true`.
-    #[inline]
-    fn add_edge(&mut self, start: Id, target: Id, label: Option<EL>) -> bool {
-        if !self.has_node(start) {
-            self.add_node(start, None);
-        }
-        if !self.has_node(target) {
-            self.add_node(target, None);
-        }
-
-        if !self.has_edge(start, target) {
-            self.num_of_edges += 1;
-        }
-
-        let label_id = label.map(|x| L::new(self.edge_label_map.add_item(x)));
-
-        let result;
-
-        {
-            let nodemap = self.node_map.get_mut(&start).unwrap();
-            result = nodemap.add_edge(target, label_id);
-        }
-
-        if self.is_directed() {
-            let nodemap = self.node_map.get_mut(&target).unwrap();
-            nodemap.add_in_edge(start);
-        } else if start != target {
-            let nodemap = self.node_map.get_mut(&target).unwrap();
-            nodemap.add_edge(start, label_id);
-        }
-
-        result
-    }
-
-    #[inline]
-    fn get_edge_mut(&mut self, start: Id, target: Id) -> MutEdgeType<Id, L> {
-        if !self.has_edge(start, target) {
-            return MutEdgeType::None;
-        }
-
-        let nodemap = self.node_map.get_mut(&start).unwrap();
-        nodemap.get_neighbor_mut(target)
-    }
-
-    #[inline]
-    fn remove_edge(&mut self, start: Id, target: Id) -> OwnedEdgeType<Id, L> {
-        if !self.has_edge(start, target) {
-            return OwnedEdgeType::None;
-        }
-
-        let edge;
-
-        {
-            let nodemap = self.node_map.get_mut(&start).unwrap();
-            edge = nodemap.remove_edge(target);
-        }
-
-        if self.is_directed() {
-            let nodemap = self.node_map.get_mut(&target).unwrap();
-            nodemap.remove_in_edge(start);
-        } else {
-            let nodemap = self.node_map.get_mut(&target).unwrap();
-            nodemap.remove_edge(start);
-        }
-
-        self.num_of_edges -= 1;
-
-        edge
-    }
-
-    #[inline]
-    fn nodes_mut(&mut self) -> Iter<MutNodeType<Id, L>> {
-        Iter::new(Box::new(
-            self.node_map.values_mut().map(MutNodeType::NodeMapRef),
-        ))
-    }
-
-    #[inline]
-    fn edges_mut(&mut self) -> Iter<MutEdgeType<Id, L>> {
-        if self.is_directed() {
-            Iter::new(Box::new(
-                self.node_map
-                    .values_mut()
-                    .flat_map(|n| n.neighbors_iter_mut()),
-            ))
-        } else {
-            Iter::new(Box::new(
-                self.node_map
-                    .values_mut()
-                    .flat_map(|n| n.non_less_neighbors_iter_mut()),
-            ))
-        }
-    }
-}
-
-impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> GraphTrait<Id, L>
-    for TypedGraphMap<Id, NL, EL, Ty, L>
-{
-    #[inline]
-    fn get_node(&self, id: Id) -> NodeType<Id, L> {
-        match self.node_map.get(&id) {
-            Some(node) => NodeType::NodeMap(node),
-            None => NodeType::None,
-        }
-    }
-
-    #[inline]
-    fn get_edge(&self, start: Id, target: Id) -> EdgeType<Id, L> {
-        if !self.has_edge(start, target) {
-            return EdgeType::None;
-        }
-
-        let nodemap = self.node_map.get(&start).unwrap();
-        let label_id = nodemap.get_neighbor(target).unwrap();
-
-        EdgeType::Edge(Edge::new(start, target, label_id))
-    }
-
-    #[inline]
-    fn has_node(&self, id: Id) -> bool {
-        self.node_map.contains_key(&id)
-    }
-
-    #[inline]
-    fn has_edge(&self, start: Id, target: Id) -> bool {
-        match self.node_map.get(&start) {
-            Some(node) => node.has_neighbor(target),
-            None => false,
-        }
-    }
-
-    #[inline]
-    fn node_count(&self) -> usize {
-        self.node_map.len()
-    }
-
-    #[inline]
-    fn edge_count(&self) -> usize {
-        self.num_of_edges
-    }
-
-    #[inline(always)]
-    fn is_directed(&self) -> bool {
-        Ty::is_directed()
-    }
-
-    #[inline]
-    fn node_indices(&self) -> Iter<Id> {
-        Iter::new(Box::new(self.node_map.keys().map(|x| *x)))
-    }
-
-    #[inline]
-    fn edge_indices(&self) -> Iter<(Id, Id)> {
-        if self.is_directed() {
-            Iter::new(Box::new(
-                self.node_map
-                    .values()
-                    .flat_map(|n| n.neighbors_iter().map(move |i| (n.get_id(), i))),
-            ))
-        } else {
-            Iter::new(Box::new(self.node_map.values().flat_map(|n| {
-                n.non_less_neighbors_iter().map(move |i| (n.get_id(), i))
-            })))
-        }
-    }
-
-    #[inline]
-    fn nodes(&self) -> Iter<NodeType<Id, L>> {
-        Iter::new(Box::new(self.node_map.values().map(NodeType::NodeMap)))
-    }
-
-    #[inline]
-    fn edges(&self) -> Iter<EdgeType<Id, L>> {
-        if self.is_directed() {
-            Iter::new(Box::new(
-                self.node_map
-                    .values()
-                    .flat_map(|n| n.neighbors_iter_full())
-                    .map(EdgeType::Edge),
-            ))
-        } else {
-            Iter::new(Box::new(
-                self.node_map
-                    .values()
-                    .flat_map(|n| n.non_less_neighbors_iter_full())
-                    .map(EdgeType::Edge),
-            ))
-        }
-    }
-
-    #[inline]
-    fn degree(&self, id: Id) -> usize {
-        match self.node_map.get(&id) {
-            Some(node) => node.degree(),
-            None => panic!("Node {:?} do not exist.", id),
-        }
-    }
-
-    #[inline]
-    fn total_degree(&self, id: Id) -> usize {
-        match self.node_map.get(&id) {
-            Some(node) => node.degree() + node.in_degree(),
-            None => panic!("Node {:?} do not exist.", id),
-        }
-    }
-
-    #[inline]
-    fn neighbors_iter(&self, id: Id) -> Iter<Id> {
-        match self.node_map.get(&id) {
-            Some(node) => node.neighbors_iter(),
-            None => panic!("Node {:?} do not exist.", id),
-        }
-    }
-
-    #[inline]
-    fn neighbors(&self, id: Id) -> Cow<[Id]> {
-        match self.node_map.get(&id) {
-            Some(node) => node.neighbors().into(),
-            None => panic!("Node {:?} do not exist.", id),
-        }
-    }
-
-    #[inline]
-    fn max_seen_id(&self) -> Option<Id> {
-        self.max_id
-    }
-
-    #[inline(always)]
-    fn implementation(&self) -> GraphImpl {
-        GraphImpl::GraphMap
-    }
-}
-
-impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
-    GraphLabelTrait<Id, NL, EL, L> for TypedGraphMap<Id, NL, EL, Ty, L>
-{
-    #[inline(always)]
-    fn get_node_label_map(&self) -> &SetMap<NL> {
-        &self.node_label_map
-    }
-
-    #[inline(always)]
-    fn get_edge_label_map(&self) -> &SetMap<EL> {
-        &self.edge_label_map
-    }
-}
-
-impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
-    MutGraphLabelTrait<Id, NL, EL, L> for TypedGraphMap<Id, NL, EL, Ty, L>
-{
-    #[inline]
-    fn update_node_label(&mut self, node_id: Id, label: Option<NL>) -> bool {
-        if !self.has_node(node_id) {
-            return false;
-        }
-
-        self.add_node(node_id, label);
-
-        true
-    }
-
-    #[inline]
-    fn update_edge_label(&mut self, start: Id, target: Id, label: Option<EL>) -> bool {
-        if !self.has_edge(start, target) {
-            return false;
-        }
-
-        self.add_edge(start, target, label);
-
-        true
-    }
-}
-
-impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> UnGraphTrait<Id, L>
-    for TypedUnGraphMap<Id, NL, EL, L>
-{
-}
-
-impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> DiGraphTrait<Id, L>
-    for TypedDiGraphMap<Id, NL, EL, L>
-{
-    #[inline]
-    fn in_degree(&self, id: Id) -> usize {
-        match self.get_node(id) {
-            NodeType::NodeMap(node) => node.in_degree(),
-            NodeType::None => panic!("Node {:?} do not exist.", id),
-            _ => panic!("Unknown error."),
-        }
-    }
-
-    #[inline]
-    fn in_neighbors_iter(&self, id: Id) -> Iter<Id> {
-        match self.get_node(id) {
-            NodeType::NodeMap(ref node) => node.in_neighbors_iter(),
-            NodeType::None => panic!("Node {:?} do not exist.", id),
-            _ => panic!("Unknown error."),
-        }
-    }
-
-    #[inline]
-    fn in_neighbors(&self, id: Id) -> Cow<[Id]> {
-        match self.get_node(id) {
-            NodeType::NodeMap(ref node) => node.in_neighbors().into(),
-            NodeType::None => panic!("Node {:?} do not exist.", id),
-            _ => panic!("Unknown error."),
-        }
-    }
-}
-
-impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> GeneralGraph<Id, NL, EL, L>
-    for TypedUnGraphMap<Id, NL, EL, L>
-{
-    #[inline(always)]
-    fn as_graph(&self) -> &dyn GraphTrait<Id, L> {
-        self
-    }
-
-    #[inline(always)]
-    fn as_labeled_graph(&self) -> &dyn GraphLabelTrait<Id, NL, EL, L> {
-        self
-    }
-
-    #[inline(always)]
-    fn as_general_graph(&self) -> &dyn GeneralGraph<Id, NL, EL, L> {
-        self
-    }
-
-    #[inline(always)]
-    fn as_mut_graph(&mut self) -> Option<&mut dyn MutGraphTrait<Id, NL, EL, L>> {
-        Some(self)
-    }
-}
-
-impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> GeneralGraph<Id, NL, EL, L>
-    for TypedDiGraphMap<Id, NL, EL, L>
-{
-    #[inline(always)]
-    fn as_graph(&self) -> &dyn GraphTrait<Id, L> {
-        self
-    }
-
-    #[inline(always)]
-    fn as_labeled_graph(&self) -> &dyn GraphLabelTrait<Id, NL, EL, L> {
-        self
-    }
-
-    #[inline(always)]
-    fn as_general_graph(&self) -> &dyn GeneralGraph<Id, NL, EL, L> {
-        self
-    }
-
-    #[inline(always)]
-    fn as_digraph(&self) -> Option<&dyn DiGraphTrait<Id, L>> {
-        Some(self)
-    }
-
-    #[inline(always)]
-    fn as_mut_graph(&mut self) -> Option<&mut dyn MutGraphTrait<Id, NL, EL, L>> {
-        Some(self)
-    }
-}
-
-impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
-    TypedGraphMap<Id, NL, EL, Ty, L>
-{
-    pub fn reorder_id(
-        self,
-        reorder_node_id: bool,
-        reorder_node_label: bool,
-        reorder_edge_label: bool,
-    ) -> ReorderResult<Id, NL, EL, Ty, L> {
-        let node_id_map: Option<SetMap<_>> = if reorder_node_id {
-            Some(
-                self.node_map
-                    .values()
-                    .map(|n| (n.get_id(), n.degree() + n.in_degree()))
-                    .sorted_by_key(|&(_, d)| d)
-                    .into_iter()
-                    .map(|(n, _)| n)
-                    .collect(),
-            )
-        } else {
-            None
-        };
-
-        let node_label_map: Option<SetMap<_>> = if reorder_node_label {
-            Some(
-                self.get_node_label_id_counter()
-                    .most_common()
-                    .into_iter()
-                    .rev()
-                    .skip_while(|(_, f)| *f == 0)
-                    .map(|(n, _)| n)
-                    .collect(),
-            )
-        } else {
-            None
-        };
-
-        let edge_label_map: Option<SetMap<_>> = if reorder_edge_label {
-            Some(
-                self.get_edge_label_id_counter()
-                    .most_common()
-                    .into_iter()
-                    .rev()
-                    .skip_while(|(_, f)| *f == 0)
-                    .map(|(n, _)| n)
-                    .collect(),
-            )
-        } else {
-            None
-        };
-
-        let graph = Some(self.reorder_id_with(&node_id_map, &node_label_map, &edge_label_map));
-
-        ReorderResult { node_id_map, graph }
-    }
-
-    pub fn reorder_id_with(
-        self,
-        node_id_map: &Option<impl MapTrait<Id>>,
-        node_label_map: &Option<impl MapTrait<L>>,
-        edge_label_map: &Option<impl MapTrait<L>>,
-    ) -> Self {
-        if node_id_map.is_none() && node_label_map.is_none() && edge_label_map.is_none() {
-            return self;
-        }
-
-        let num_of_edges = self.edge_count();
-
-        let mut new_node_map = HashMap::new();
-
-        for (_, node) in self.node_map {
-            let new_node_id = if let Some(ref map) = node_id_map {
-                Id::new(map.find_index(&node.id).unwrap())
-            } else {
-                node.id
-            };
-
-            let new_node_label = if let Some(ref map) = node_label_map {
-                node.label.map(|i| L::new(map.find_index(&i).unwrap()))
-            } else {
-                node.label
-            };
-
-            let new_neighbors = if node_id_map.is_some() || edge_label_map.is_some() {
-                node.neighbors
-                    .into_iter()
-                    .map(|(n, l)| {
-                        let new_n = if let Some(ref map) = node_id_map {
-                            Id::new(map.find_index(&n).unwrap())
-                        } else {
-                            n
-                        };
-
-                        let new_l = l.map(|i| {
-                            if let Some(ref map) = edge_label_map {
-                                L::new(map.find_index(&i).unwrap())
-                            } else {
-                                i
-                            }
-                        });
-
-                        (new_n, new_l)
-                    })
-                    .collect()
-            } else {
-                node.neighbors
-            };
-
-            let new_in_neighbors = if let Some(ref map) = node_id_map {
-                node.in_neighbors
-                    .into_iter()
-                    .map(|n| Id::new(map.find_index(&n).unwrap()))
-                    .collect()
-            } else {
-                node.in_neighbors
-            };
-
-            let new_node = NodeMap {
-                id: new_node_id,
-                label: new_node_label,
-                neighbors: new_neighbors,
-                in_neighbors: new_in_neighbors,
-            };
-
-            new_node_map.insert(new_node_id, new_node);
-        }
-
-        new_node_map.shrink_to_fit();
-
-        let new_node_label_map = if let Some(ref map) = node_label_map {
-            reorder_label_map(map, self.node_label_map)
-        } else {
-            self.node_label_map
-        };
-
-        let new_edge_label_map = if let Some(ref map) = edge_label_map {
-            reorder_label_map(map, self.edge_label_map)
-        } else {
-            self.edge_label_map
-        };
-
-        let new_max_id = new_node_map.keys().max().map(|i| *i);
-
-        TypedGraphMap {
-            node_map: new_node_map,
-            num_of_edges,
-            edge_label_map: new_edge_label_map,
-            node_label_map: new_node_label_map,
-            max_id: new_max_id,
-            graph_type: PhantomData,
-        }
-    }
-
-    pub fn into_static(mut self) -> TypedStaticGraph<Id, NL, EL, Ty, L> {
-        let max_nid = self.node_indices().max().unwrap();
-
-        let num_of_nodes = max_nid.id() + 1; //self.node_count();
-        let num_of_edges = self.edge_count();
-
-        let mut offset = 0usize;
-        let mut offset_vec = Vec::new();
-        let mut edge_vec = Vec::new();
-        let mut edge_labels = if self.has_edge_labels() {
-            Some(Vec::new())
-        } else {
-            None
-        };
-
-        let mut node_labels = if self.has_node_labels() {
-            Some(Vec::new())
-        } else {
-            None
-        };
-
-        let (mut in_offset, mut in_offset_vec, mut in_edge_vec) = if self.is_directed() {
-            (Some(0usize), Some(Vec::new()), Some(Vec::new()))
-        } else {
-            (None, None, None)
-        };
-
-        let mut nid = Id::new(0);
-
-        offset_vec.push(offset);
-
-        if let (Some(_in_offset), Some(_in_offset_vec)) = (in_offset, in_offset_vec.as_mut()) {
-            _in_offset_vec.push(_in_offset);
-        }
-
-        while nid <= max_nid {
-            if let Some(mut node) = self.node_map.remove(&nid) {
-                let neighbors = mem::replace(&mut node.neighbors, BTreeMap::new());
-                offset += neighbors.len();
-
-                if let Some(ref mut _edge_labels) = edge_labels {
-                    for (n, l) in neighbors {
-                        edge_vec.push(n);
-                        _edge_labels.push(match l {
-                            Some(_l) => _l,
-                            None => L::max_value(),
-                        });
-                    }
-                } else {
-                    edge_vec.extend(neighbors.keys());
-                }
-
-                if let (Some(_in_offset), Some(_in_edge_vec)) =
-                    (in_offset.as_mut(), in_edge_vec.as_mut())
-                {
-                    let in_neighbors = mem::replace(&mut node.in_neighbors, BTreeSet::new());
-
-                    *_in_offset += in_neighbors.len();
-                    _in_edge_vec.extend(in_neighbors);
-                }
-
-                if let Some(ref mut _node_labels) = node_labels {
-                    match node.label {
-                        Some(label) => _node_labels.push(label),
-                        None => _node_labels.push(L::max_value()),
-                    }
-                }
-            } else if let Some(ref mut _node_labels) = node_labels {
-                _node_labels.push(L::max_value());
-            }
-
-            offset_vec.push(offset);
-
-            if let (Some(_in_offset), Some(_in_offset_vec)) = (in_offset, in_offset_vec.as_mut()) {
-                _in_offset_vec.push(_in_offset);
-            }
-
-            nid.increment();
-
-            //shrink the map to save memory
-            self.shrink_to_fit();
-        }
-
-        let mut edge_vec = EdgeVec::from_raw(offset_vec, edge_vec, edge_labels);
-        edge_vec.shrink_to_fit();
-
-        let in_edge_vec =
-            if let (Some(_in_offset_vec), Some(_in_edge_vec)) = (in_offset_vec, in_edge_vec) {
-                let mut _edge = EdgeVec::new(_in_offset_vec, _in_edge_vec);
-                _edge.shrink_to_fit();
-                Some(_edge)
-            } else {
-                None
-            };
-
-        if let Some(ref mut _labels) = node_labels {
-            _labels.shrink_to_fit();
-        }
-
-        let node_label_map = self.node_label_map;
-        let edge_label_map = self.edge_label_map;
-
-        TypedStaticGraph::from_raw(
-            num_of_nodes,
-            num_of_edges,
-            edge_vec,
-            in_edge_vec,
-            node_labels,
-            node_label_map,
-            edge_label_map,
-        )
-    }
-}
-
-fn reorder_label_map<Id, L>(new_map: &impl MapTrait<Id>, old_map: impl MapTrait<L>) -> SetMap<L>
-where
-    Id: IdType,
-    L: Hash + Eq,
-{
-    let mut old_map_vec: Vec<_> = old_map.items_vec().into_iter().map(|i| Some(i)).collect();
-    let mut result = SetMap::new();
-
-    for i in new_map.items() {
-        let l = old_map_vec[i.id()].take().unwrap();
-        result.add_item(l);
-    }
-
-    result
-}
-
-#[derive(Debug, Clone, PartialEq, Eq, Serialize, Deserialize)]
-pub struct ReorderResult<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> {
-    node_id_map: Option<SetMap<Id>>,
-    graph: Option<TypedGraphMap<Id, NL, EL, Ty, L>>,
-}
-
-impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
-    ReorderResult<Id, NL, EL, Ty, L>
-{
-    #[inline]
-    pub fn take_graph(&mut self) -> Option<TypedGraphMap<Id, NL, EL, Ty, L>> {
-        self.graph.take()
-    }
-
-    #[inline]
-    pub fn get_node_id_map(&self) -> Option<&SetMap<Id>> {
-        self.node_id_map.as_ref()
-    }
-
-    #[inline]
-    pub fn get_original_node_id(&self, id: Id) -> Id {
-        match self.get_node_id_map() {
-            Some(map) => *map.get_item(id.id()).unwrap(),
-            None => id,
-        }
-    }
-
-    #[inline]
-    pub fn find_new_node_id(&self, id: Id) -> Id {
-        match self.get_node_id_map() {
-            Some(map) => Id::new(map.find_index(&id).unwrap()),
-            None => id,
-        }
-    }
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+use std::borrow::Cow;
+use std::collections::{BTreeMap, BTreeSet};
+use std::hash::{Hash, Hasher};
+use std::marker::PhantomData;
+use std::mem;
+
+use hashbrown::HashMap;
+use itertools::Itertools;
+use serde;
+
+use crate::generic::{
+    DefaultId, DefaultTy, DiGraphTrait, Directed, EdgeType, GeneralGraph, GraphLabelTrait,
+    GraphTrait, GraphType, IdType, Iter, MapTrait, MutEdgeType, MutGraphLabelTrait, MutGraphTrait,
+    MutMapTrait, MutNodeTrait, MutNodeType, NodeTrait, NodeType, OwnedEdgeType, OwnedNodeType,
+    UnGraphTrait, Undirected,
+};
+use crate::graph_impl::graph_map::{Edge, MutNodeMapTrait, NodeMap, NodeMapTrait};
+use crate::graph_impl::{EdgeVec, GraphImpl, TypedStaticGraph};
+use crate::io::serde::{Deserialize, Serialize};
+use crate::map::SetMap;
+
+pub type TypedDiGraphMap<Id, NL, EL = NL, L = DefaultId> = TypedGraphMap<Id, NL, EL, Directed, L>;
+pub type TypedUnGraphMap<Id, NL, EL = NL, L = DefaultId> = TypedGraphMap<Id, NL, EL, Undirected, L>;
+pub type GraphMap<NL, EL, Ty = DefaultTy, L = DefaultId> = TypedGraphMap<DefaultId, NL, EL, Ty, L>;
+
+/// Shortcut of creating a new directed graph where `L` is the data type of labels.
+/// # Example
+/// ```
+/// use rust_graph::DiGraphMap;
+/// let  g = DiGraphMap::<&str>::new();
+/// ```
+pub type DiGraphMap<NL, EL = NL, L = DefaultId> = GraphMap<NL, EL, Directed, L>;
+
+/// Shortcut of creating a new undirected graph where `L` is the data type of labels.
+/// # Example
+/// ```
+/// use rust_graph::UnGraphMap;
+/// let g = UnGraphMap::<&str>::new();
+/// ```
+pub type UnGraphMap<NL, EL = NL, L = DefaultId> = GraphMap<NL, EL, Undirected, L>;
+
+pub fn new_general_graphmap<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a, L: IdType>(
+    is_directed: bool,
+) -> Box<dyn GeneralGraph<Id, NL, EL, L> + 'a> {
+    if is_directed {
+        Box::new(TypedDiGraphMap::<Id, NL, EL, L>::new())
+            as Box<dyn GeneralGraph<Id, NL, EL, L> + 'a>
+    } else {
+        Box::new(TypedUnGraphMap::<Id, NL, EL, L>::new())
+            as Box<dyn GeneralGraph<Id, NL, EL, L> + 'a>
+    }
+}
+
+/// A graph data structure that nodes and edges are stored in hash maps.
+#[derive(Debug, Clone, Serialize, Deserialize)]
+pub struct TypedGraphMap<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType = Id> {
+    /// A map <node_id:node>.
+    node_map: HashMap<Id, NodeMap<Id, L>>,
+    /// Num of edges.
+    num_of_edges: usize,
+    /// A map of node labels.
+    node_label_map: SetMap<NL>,
+    /// A map of edge labels.
+    edge_label_map: SetMap<EL>,
+    /// The maximum id has been seen until now.
+    max_id: Option<Id>,
+    /// A marker of thr graph type, namely, directed or undirected.
+    graph_type: PhantomData<Ty>,
+}
+
+impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> PartialEq
+    for TypedGraphMap<Id, NL, EL, Ty, L>
+{
+    fn eq(&self, other: &TypedGraphMap<Id, NL, EL, Ty, L>) -> bool {
+        if !self.node_count() == other.node_count() || !self.edge_count() == other.edge_count() {
+            return false;
+        }
+
+        for n in self.node_indices() {
+            if !other.has_node(n) || self.get_node_label(n) != other.get_node_label(n) {
+                return false;
+            }
+        }
+
+        for (s, d) in self.edge_indices() {
+            if !other.has_edge(s, d) || self.get_edge_label(s, d) != other.get_edge_label(s, d) {
+                return false;
+            }
+        }
+
+        true
+    }
+}
+
+impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Eq
+    for TypedGraphMap<Id, NL, EL, Ty, L>
+{
+}
+
+impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Hash
+    for TypedGraphMap<Id, NL, EL, Ty, L>
+{
+    fn hash<H: Hasher>(&self, state: &mut H) {
+        {
+            let nodes = self.node_indices().sorted();
+            nodes.hash(state);
+
+            let node_labels = nodes
+                .into_iter()
+                .map(|n| self.get_node_label(n))
+                .collect_vec();
+            node_labels.hash(state);
+        }
+        {
+            let edges = self.edge_indices().sorted();
+            edges.hash(state);
+            let edge_labels = edges
+                .into_iter()
+                .map(|(s, d)| self.get_edge_label(s, d))
+                .collect_vec();
+            edge_labels.hash(state);
+        }
+    }
+}
+
+impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Serialize
+    for TypedGraphMap<Id, NL, EL, Ty, L>
+where
+    Id: serde::Serialize,
+    NL: serde::Serialize,
+    EL: serde::Serialize,
+    L: serde::Serialize,
+{
+}
+
+impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Deserialize
+    for TypedGraphMap<Id, NL, EL, Ty, L>
+where
+    Id: for<'de> serde::Deserialize<'de>,
+    NL: for<'de> serde::Deserialize<'de>,
+    EL: for<'de> serde::Deserialize<'de>,
+    L: for<'de> serde::Deserialize<'de>,
+{
+}
+
+impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
+    TypedGraphMap<Id, NL, EL, Ty, L>
+{
+    /// Constructs a new graph.
+    pub fn new() -> Self {
+        TypedGraphMap {
+            node_map: HashMap::new(),
+            num_of_edges: 0,
+            node_label_map: SetMap::new(),
+            edge_label_map: SetMap::new(),
+            max_id: None,
+            graph_type: PhantomData,
+        }
+    }
+
+    pub fn with_capacity(nodes: usize, node_labels: usize, edge_labels: usize) -> Self {
+        TypedGraphMap {
+            node_map: HashMap::with_capacity(nodes),
+            num_of_edges: 0,
+            node_label_map: SetMap::with_capacity(node_labels),
+            edge_label_map: SetMap::with_capacity(edge_labels),
+            max_id: None,
+            graph_type: PhantomData,
+        }
+    }
+
+    pub fn shrink_to_fit(&mut self) {
+        self.node_map.shrink_to_fit();
+    }
+
+    /// Constructs a new graph using existing label-id mapping.
+    /// # Example
+    /// ```
+    /// use rust_graph::prelude::*;
+    /// use rust_graph::UnGraphMap;
+    ///
+    /// let mut g = UnGraphMap::<&str>::new();
+    /// g.add_node(0, Some("a"));
+    /// g.add_node(1, Some("b"));
+    /// g.add_edge(0, 1, None);
+    ///
+    /// let mut p = UnGraphMap::with_label_map(g.get_node_label_map().clone(),
+    ///                                                g.get_edge_label_map().clone());
+    /// p.add_node(1, Some("b"));
+    /// p.add_node(0, Some("a"));
+    /// p.add_edge(0, 1, None);
+    ///
+    /// assert_eq!(g.get_node(0).get_label_id(), p.get_node(0).get_label_id());
+    /// assert_eq!(g.get_node(1).get_label_id(), p.get_node(1).get_label_id());
+    ///
+    /// ```
+    pub fn with_label_map(node_label_map: SetMap<NL>, edge_label_map: SetMap<EL>) -> Self {
+        TypedGraphMap {
+            node_map: HashMap::new(),
+            num_of_edges: 0,
+            node_label_map,
+            edge_label_map,
+            max_id: None,
+            graph_type: PhantomData,
+        }
+    }
+
+    pub fn add_node_label(&mut self, label: Option<NL>) -> Option<L> {
+        label.map(|l| L::new(self.node_label_map.add_item(l)))
+    }
+
+    pub fn add_edge_label(&mut self, label: Option<EL>) -> Option<L> {
+        label.map(|l| L::new(self.edge_label_map.add_item(l)))
+    }
+
+    /// Re-compute the number of edges
+    pub fn refine_edge_count(&mut self) {
+        let count = self.edge_indices().count();
+        self.num_of_edges = count;
+    }
+}
+
+impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Default
+    for TypedGraphMap<Id, NL, EL, Ty, L>
+{
+    fn default() -> Self {
+        Self::new()
+    }
+}
+
+impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
+    MutGraphTrait<Id, NL, EL, L> for TypedGraphMap<Id, NL, EL, Ty, L>
+{
+    /// Add a node with `id` and `label`. If the node of the `id` already presents,
+    /// replace the node's label with the new `label` and return `false`.
+    /// Otherwise, add the node and return `true`.
+    #[inline]
+    fn add_node(&mut self, id: Id, label: Option<NL>) -> bool {
+        let label_id = label.map(|x| L::new(self.node_label_map.add_item(x)));
+
+        if self.has_node(id) {
+            // Node already exist, updating its label.
+
+            let nodemap = self.node_map.get_mut(&id).unwrap();
+            nodemap.set_label_id(label_id);
+
+            return false;
+        }
+
+        let new_node = NodeMap::new(id, label_id);
+        self.node_map.insert(id, new_node);
+        match self.max_id {
+            Some(i) => {
+                if i < id {
+                    self.max_id = Some(id)
+                }
+            }
+            None => self.max_id = Some(id),
+        }
+
+        true
+    }
+
+    #[inline]
+    fn get_node_mut(&mut self, id: Id) -> MutNodeType<Id, L> {
+        match self.node_map.get_mut(&id) {
+            Some(node) => MutNodeType::NodeMapRef(node),
+            None => MutNodeType::None,
+        }
+    }
+
+    #[inline]
+    fn remove_node(&mut self, id: Id) -> OwnedNodeType<Id, L> {
+        match self.node_map.remove(&id) {
+            Some(node) => {
+                if self.is_directed() {
+                    for neighbor in node.neighbors_iter() {
+                        let nodemap = self.node_map.get_mut(&neighbor).unwrap();
+                        nodemap.remove_in_edge(id);
+                    }
+                    for in_neighbor in node.in_neighbors_iter() {
+                        let nodemap = self.node_map.get_mut(&in_neighbor).unwrap();
+                        nodemap.remove_edge(id);
+                    }
+                } else {
+                    for neighbor in node.neighbors_iter() {
+                        let nodemap = self.node_map.get_mut(&neighbor).unwrap();
+                        nodemap.remove_edge(id);
+                    }
+                }
+
+                self.num_of_edges -= node.degree() + node.in_degree();
+
+                OwnedNodeType::NodeMap(node)
+            }
+            None => OwnedNodeType::None,
+        }
+    }
+
+    /// Add the edge with given `start` and `target` vertices.
+    /// If either end does not exist, add a new node with corresponding id
+    /// and `None` label. If the edge already presents, return `false`,
+    /// otherwise add the new edge and return `true`.
+    #[inline]
+    fn add_edge(&mut self, start: Id, target: Id, label: Option<EL>) -> bool {
+        if !self.has_node(start) {
+            self.add_node(start, None);
+        }
+        if !self.has_node(target) {
+            self.add_node(target, None);
+        }
+
+        if !self.has_edge(start, target) {
+            self.num_of_edges += 1;
+        }
+
+        let label_id = label.map(|x| L::new(self.edge_label_map.add_item(x)));
+
+        let result;
+
+        {
+            let nodemap = self.node_map.get_mut(&start).unwrap();
+            result = nodemap.add_edge(target, label_id);
+        }
+
+        if self.is_directed() {
+            let nodemap = self.node_map.get_mut(&target).unwrap();
+            nodemap.add_in_edge(start);
+        } else if start != target {
+            let nodemap = self.node_map.get_mut(&target).unwrap();
+            nodemap.add_edge(start, label_id);
+        }
+
+        result
+    }
+
+    #[inline]
+    fn get_edge_mut(&mut self, start: Id, target: Id) -> MutEdgeType<Id, L> {
+        if !self.has_edge(start, target) {
+            return MutEdgeType::None;
+        }
+
+        let nodemap = self.node_map.get_mut(&start).unwrap();
+        nodemap.get_neighbor_mut(target)
+    }
+
+    #[inline]
+    fn remove_edge(&mut self, start: Id, target: Id) -> OwnedEdgeType<Id, L> {
+        if !self.has_edge(start, target) {
+            return OwnedEdgeType::None;
+        }
+
+        let edge;
+
+        {
+            let nodemap = self.node_map.get_mut(&start).unwrap();
+            edge = nodemap.remove_edge(target);
+        }
+
+        if self.is_directed() {
+            let nodemap = self.node_map.get_mut(&target).unwrap();
+            nodemap.remove_in_edge(start);
+        } else {
+            let nodemap = self.node_map.get_mut(&target).unwrap();
+            nodemap.remove_edge(start);
+        }
+
+        self.num_of_edges -= 1;
+
+        edge
+    }
+
+    #[inline]
+    fn nodes_mut(&mut self) -> Iter<MutNodeType<Id, L>> {
+        Iter::new(Box::new(
+            self.node_map.values_mut().map(MutNodeType::NodeMapRef),
+        ))
+    }
+
+    #[inline]
+    fn edges_mut(&mut self) -> Iter<MutEdgeType<Id, L>> {
+        if self.is_directed() {
+            Iter::new(Box::new(
+                self.node_map
+                    .values_mut()
+                    .flat_map(|n| n.neighbors_iter_mut()),
+            ))
+        } else {
+            Iter::new(Box::new(
+                self.node_map
+                    .values_mut()
+                    .flat_map(|n| n.non_less_neighbors_iter_mut()),
+            ))
+        }
+    }
+}
+
+impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> GraphTrait<Id, L>
+    for TypedGraphMap<Id, NL, EL, Ty, L>
+{
+    #[inline]
+    fn get_node(&self, id: Id) -> NodeType<Id, L> {
+        match self.node_map.get(&id) {
+            Some(node) => NodeType::NodeMap(node),
+            None => NodeType::None,
+        }
+    }
+
+    #[inline]
+    fn get_edge(&self, start: Id, target: Id) -> EdgeType<Id, L> {
+        if !self.has_edge(start, target) {
+            return EdgeType::None;
+        }
+
+        let nodemap = self.node_map.get(&start).unwrap();
+        let label_id = nodemap.get_neighbor(target).unwrap();
+
+        EdgeType::Edge(Edge::new(start, target, label_id))
+    }
+
+    #[inline]
+    fn has_node(&self, id: Id) -> bool {
+        self.node_map.contains_key(&id)
+    }
+
+    #[inline]
+    fn has_edge(&self, start: Id, target: Id) -> bool {
+        match self.node_map.get(&start) {
+            Some(node) => node.has_neighbor(target),
+            None => false,
+        }
+    }
+
+    #[inline]
+    fn node_count(&self) -> usize {
+        self.node_map.len()
+    }
+
+    #[inline]
+    fn edge_count(&self) -> usize {
+        self.num_of_edges
+    }
+
+    #[inline(always)]
+    fn is_directed(&self) -> bool {
+        Ty::is_directed()
+    }
+
+    #[inline]
+    fn node_indices(&self) -> Iter<Id> {
+        Iter::new(Box::new(self.node_map.keys().map(|x| *x)))
+    }
+
+    #[inline]
+    fn edge_indices(&self) -> Iter<(Id, Id)> {
+        if self.is_directed() {
+            Iter::new(Box::new(
+                self.node_map
+                    .values()
+                    .flat_map(|n| n.neighbors_iter().map(move |i| (n.get_id(), i))),
+            ))
+        } else {
+            Iter::new(Box::new(self.node_map.values().flat_map(|n| {
+                n.non_less_neighbors_iter().map(move |i| (n.get_id(), i))
+            })))
+        }
+    }
+
+    #[inline]
+    fn nodes(&self) -> Iter<NodeType<Id, L>> {
+        Iter::new(Box::new(self.node_map.values().map(NodeType::NodeMap)))
+    }
+
+    #[inline]
+    fn edges(&self) -> Iter<EdgeType<Id, L>> {
+        if self.is_directed() {
+            Iter::new(Box::new(
+                self.node_map
+                    .values()
+                    .flat_map(|n| n.neighbors_iter_full())
+                    .map(EdgeType::Edge),
+            ))
+        } else {
+            Iter::new(Box::new(
+                self.node_map
+                    .values()
+                    .flat_map(|n| n.non_less_neighbors_iter_full())
+                    .map(EdgeType::Edge),
+            ))
+        }
+    }
+
+    #[inline]
+    fn degree(&self, id: Id) -> usize {
+        match self.node_map.get(&id) {
+            Some(node) => node.degree(),
+            None => panic!("Node {:?} do not exist.", id),
+        }
+    }
+
+    #[inline]
+    fn total_degree(&self, id: Id) -> usize {
+        match self.node_map.get(&id) {
+            Some(node) => node.degree() + node.in_degree(),
+            None => panic!("Node {:?} do not exist.", id),
+        }
+    }
+
+    #[inline]
+    fn neighbors_iter(&self, id: Id) -> Iter<Id> {
+        match self.node_map.get(&id) {
+            Some(node) => node.neighbors_iter(),
+            None => panic!("Node {:?} do not exist.", id),
+        }
+    }
+
+    #[inline]
+    fn neighbors(&self, id: Id) -> Cow<[Id]> {
+        match self.node_map.get(&id) {
+            Some(node) => node.neighbors().into(),
+            None => panic!("Node {:?} do not exist.", id),
+        }
+    }
+
+    #[inline]
+    fn max_seen_id(&self) -> Option<Id> {
+        self.max_id
+    }
+
+    #[inline(always)]
+    fn implementation(&self) -> GraphImpl {
+        GraphImpl::GraphMap
+    }
+}
+
+impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
+    GraphLabelTrait<Id, NL, EL, L> for TypedGraphMap<Id, NL, EL, Ty, L>
+{
+    #[inline(always)]
+    fn get_node_label_map(&self) -> &SetMap<NL> {
+        &self.node_label_map
+    }
+
+    #[inline(always)]
+    fn get_edge_label_map(&self) -> &SetMap<EL> {
+        &self.edge_label_map
+    }
+}
+
+impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
+    MutGraphLabelTrait<Id, NL, EL, L> for TypedGraphMap<Id, NL, EL, Ty, L>
+{
+    #[inline]
+    fn update_node_label(&mut self, node_id: Id, label: Option<NL>) -> bool {
+        if !self.has_node(node_id) {
+            return false;
+        }
+
+        self.add_node(node_id, label);
+
+        true
+    }
+
+    #[inline]
+    fn update_edge_label(&mut self, start: Id, target: Id, label: Option<EL>) -> bool {
+        if !self.has_edge(start, target) {
+            return false;
+        }
+
+        self.add_edge(start, target, label);
+
+        true
+    }
+}
+
+impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> UnGraphTrait<Id, L>
+    for TypedUnGraphMap<Id, NL, EL, L>
+{
+}
+
+impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> DiGraphTrait<Id, L>
+    for TypedDiGraphMap<Id, NL, EL, L>
+{
+    #[inline]
+    fn in_degree(&self, id: Id) -> usize {
+        match self.get_node(id) {
+            NodeType::NodeMap(node) => node.in_degree(),
+            NodeType::None => panic!("Node {:?} do not exist.", id),
+            _ => panic!("Unknown error."),
+        }
+    }
+
+    #[inline]
+    fn in_neighbors_iter(&self, id: Id) -> Iter<Id> {
+        match self.get_node(id) {
+            NodeType::NodeMap(ref node) => node.in_neighbors_iter(),
+            NodeType::None => panic!("Node {:?} do not exist.", id),
+            _ => panic!("Unknown error."),
+        }
+    }
+
+    #[inline]
+    fn in_neighbors(&self, id: Id) -> Cow<[Id]> {
+        match self.get_node(id) {
+            NodeType::NodeMap(ref node) => node.in_neighbors().into(),
+            NodeType::None => panic!("Node {:?} do not exist.", id),
+            _ => panic!("Unknown error."),
+        }
+    }
+}
+
+impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> GeneralGraph<Id, NL, EL, L>
+    for TypedUnGraphMap<Id, NL, EL, L>
+{
+    #[inline(always)]
+    fn as_graph(&self) -> &dyn GraphTrait<Id, L> {
+        self
+    }
+
+    #[inline(always)]
+    fn as_labeled_graph(&self) -> &dyn GraphLabelTrait<Id, NL, EL, L> {
+        self
+    }
+
+    #[inline(always)]
+    fn as_general_graph(&self) -> &dyn GeneralGraph<Id, NL, EL, L> {
+        self
+    }
+
+    #[inline(always)]
+    fn as_mut_graph(&mut self) -> Option<&mut dyn MutGraphTrait<Id, NL, EL, L>> {
+        Some(self)
+    }
+}
+
+impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> GeneralGraph<Id, NL, EL, L>
+    for TypedDiGraphMap<Id, NL, EL, L>
+{
+    #[inline(always)]
+    fn as_graph(&self) -> &dyn GraphTrait<Id, L> {
+        self
+    }
+
+    #[inline(always)]
+    fn as_labeled_graph(&self) -> &dyn GraphLabelTrait<Id, NL, EL, L> {
+        self
+    }
+
+    #[inline(always)]
+    fn as_general_graph(&self) -> &dyn GeneralGraph<Id, NL, EL, L> {
+        self
+    }
+
+    #[inline(always)]
+    fn as_digraph(&self) -> Option<&dyn DiGraphTrait<Id, L>> {
+        Some(self)
+    }
+
+    #[inline(always)]
+    fn as_mut_graph(&mut self) -> Option<&mut dyn MutGraphTrait<Id, NL, EL, L>> {
+        Some(self)
+    }
+}
+
+impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
+    TypedGraphMap<Id, NL, EL, Ty, L>
+{
+    pub fn reorder_id(
+        self,
+        reorder_node_id: bool,
+        reorder_node_label: bool,
+        reorder_edge_label: bool,
+    ) -> ReorderResult<Id, NL, EL, Ty, L> {
+        let node_id_map: Option<SetMap<_>> = if reorder_node_id {
+            Some(
+                self.node_map
+                    .values()
+                    .map(|n| (n.get_id(), n.degree() + n.in_degree()))
+                    .sorted_by_key(|&(_, d)| d)
+                    .into_iter()
+                    .map(|(n, _)| n)
+                    .collect(),
+            )
+        } else {
+            None
+        };
+
+        let node_label_map: Option<SetMap<_>> = if reorder_node_label {
+            Some(
+                self.get_node_label_id_counter()
+                    .most_common()
+                    .into_iter()
+                    .rev()
+                    .skip_while(|(_, f)| *f == 0)
+                    .map(|(n, _)| n)
+                    .collect(),
+            )
+        } else {
+            None
+        };
+
+        let edge_label_map: Option<SetMap<_>> = if reorder_edge_label {
+            Some(
+                self.get_edge_label_id_counter()
+                    .most_common()
+                    .into_iter()
+                    .rev()
+                    .skip_while(|(_, f)| *f == 0)
+                    .map(|(n, _)| n)
+                    .collect(),
+            )
+        } else {
+            None
+        };
+
+        let graph = Some(self.reorder_id_with(&node_id_map, &node_label_map, &edge_label_map));
+
+        ReorderResult { node_id_map, graph }
+    }
+
+    pub fn reorder_id_with(
+        self,
+        node_id_map: &Option<impl MapTrait<Id>>,
+        node_label_map: &Option<impl MapTrait<L>>,
+        edge_label_map: &Option<impl MapTrait<L>>,
+    ) -> Self {
+        if node_id_map.is_none() && node_label_map.is_none() && edge_label_map.is_none() {
+            return self;
+        }
+
+        let num_of_edges = self.edge_count();
+
+        let mut new_node_map = HashMap::new();
+
+        for (_, node) in self.node_map {
+            let new_node_id = if let Some(ref map) = node_id_map {
+                Id::new(map.find_index(&node.id).unwrap())
+            } else {
+                node.id
+            };
+
+            let new_node_label = if let Some(ref map) = node_label_map {
+                node.label.map(|i| L::new(map.find_index(&i).unwrap()))
+            } else {
+                node.label
+            };
+
+            let new_neighbors = if node_id_map.is_some() || edge_label_map.is_some() {
+                node.neighbors
+                    .into_iter()
+                    .map(|(n, l)| {
+                        let new_n = if let Some(ref map) = node_id_map {
+                            Id::new(map.find_index(&n).unwrap())
+                        } else {
+                            n
+                        };
+
+                        let new_l = l.map(|i| {
+                            if let Some(ref map) = edge_label_map {
+                                L::new(map.find_index(&i).unwrap())
+                            } else {
+                                i
+                            }
+                        });
+
+                        (new_n, new_l)
+                    })
+                    .collect()
+            } else {
+                node.neighbors
+            };
+
+            let new_in_neighbors = if let Some(ref map) = node_id_map {
+                node.in_neighbors
+                    .into_iter()
+                    .map(|n| Id::new(map.find_index(&n).unwrap()))
+                    .collect()
+            } else {
+                node.in_neighbors
+            };
+
+            let new_node = NodeMap {
+                id: new_node_id,
+                label: new_node_label,
+                neighbors: new_neighbors,
+                in_neighbors: new_in_neighbors,
+            };
+
+            new_node_map.insert(new_node_id, new_node);
+        }
+
+        new_node_map.shrink_to_fit();
+
+        let new_node_label_map = if let Some(ref map) = node_label_map {
+            reorder_label_map(map, self.node_label_map)
+        } else {
+            self.node_label_map
+        };
+
+        let new_edge_label_map = if let Some(ref map) = edge_label_map {
+            reorder_label_map(map, self.edge_label_map)
+        } else {
+            self.edge_label_map
+        };
+
+        let new_max_id = new_node_map.keys().max().map(|i| *i);
+
+        TypedGraphMap {
+            node_map: new_node_map,
+            num_of_edges,
+            edge_label_map: new_edge_label_map,
+            node_label_map: new_node_label_map,
+            max_id: new_max_id,
+            graph_type: PhantomData,
+        }
+    }
+
+    pub fn into_static(mut self) -> TypedStaticGraph<Id, NL, EL, Ty, L> {
+        let max_nid = self.node_indices().max().unwrap();
+
+        let num_of_nodes = max_nid.id() + 1; //self.node_count();
+        let num_of_edges = self.edge_count();
+
+        let mut offset = 0usize;
+        let mut offset_vec = Vec::new();
+        let mut edge_vec = Vec::new();
+        let mut edge_labels = if self.has_edge_labels() {
+            Some(Vec::new())
+        } else {
+            None
+        };
+
+        let mut node_labels = if self.has_node_labels() {
+            Some(Vec::new())
+        } else {
+            None
+        };
+
+        let (mut in_offset, mut in_offset_vec, mut in_edge_vec) = if self.is_directed() {
+            (Some(0usize), Some(Vec::new()), Some(Vec::new()))
+        } else {
+            (None, None, None)
+        };
+
+        let mut nid = Id::new(0);
+
+        offset_vec.push(offset);
+
+        if let (Some(_in_offset), Some(_in_offset_vec)) = (in_offset, in_offset_vec.as_mut()) {
+            _in_offset_vec.push(_in_offset);
+        }
+
+        while nid <= max_nid {
+            if let Some(mut node) = self.node_map.remove(&nid) {
+                let neighbors = mem::replace(&mut node.neighbors, BTreeMap::new());
+                offset += neighbors.len();
+
+                if let Some(ref mut _edge_labels) = edge_labels {
+                    for (n, l) in neighbors {
+                        edge_vec.push(n);
+                        _edge_labels.push(match l {
+                            Some(_l) => _l,
+                            None => L::max_value(),
+                        });
+                    }
+                } else {
+                    edge_vec.extend(neighbors.keys());
+                }
+
+                if let (Some(_in_offset), Some(_in_edge_vec)) =
+                    (in_offset.as_mut(), in_edge_vec.as_mut())
+                {
+                    let in_neighbors = mem::replace(&mut node.in_neighbors, BTreeSet::new());
+
+                    *_in_offset += in_neighbors.len();
+                    _in_edge_vec.extend(in_neighbors);
+                }
+
+                if let Some(ref mut _node_labels) = node_labels {
+                    match node.label {
+                        Some(label) => _node_labels.push(label),
+                        None => _node_labels.push(L::max_value()),
+                    }
+                }
+            } else if let Some(ref mut _node_labels) = node_labels {
+                _node_labels.push(L::max_value());
+            }
+
+            offset_vec.push(offset);
+
+            if let (Some(_in_offset), Some(_in_offset_vec)) = (in_offset, in_offset_vec.as_mut()) {
+                _in_offset_vec.push(_in_offset);
+            }
+
+            nid.increment();
+
+            //shrink the map to save memory
+            self.shrink_to_fit();
+        }
+
+        let mut edge_vec = EdgeVec::from_raw(offset_vec, edge_vec, edge_labels);
+        edge_vec.shrink_to_fit();
+
+        let in_edge_vec =
+            if let (Some(_in_offset_vec), Some(_in_edge_vec)) = (in_offset_vec, in_edge_vec) {
+                let mut _edge = EdgeVec::new(_in_offset_vec, _in_edge_vec);
+                _edge.shrink_to_fit();
+                Some(_edge)
+            } else {
+                None
+            };
+
+        if let Some(ref mut _labels) = node_labels {
+            _labels.shrink_to_fit();
+        }
+
+        let node_label_map = self.node_label_map;
+        let edge_label_map = self.edge_label_map;
+
+        TypedStaticGraph::from_raw(
+            num_of_nodes,
+            num_of_edges,
+            edge_vec,
+            in_edge_vec,
+            node_labels,
+            node_label_map,
+            edge_label_map,
+        )
+    }
+}
+
+fn reorder_label_map<Id, L>(new_map: &impl MapTrait<Id>, old_map: impl MapTrait<L>) -> SetMap<L>
+where
+    Id: IdType,
+    L: Hash + Eq,
+{
+    let mut old_map_vec: Vec<_> = old_map.items_vec().into_iter().map(|i| Some(i)).collect();
+    let mut result = SetMap::new();
+
+    for i in new_map.items() {
+        let l = old_map_vec[i.id()].take().unwrap();
+        result.add_item(l);
+    }
+
+    result
+}
+
+#[derive(Debug, Clone, PartialEq, Eq, Serialize, Deserialize)]
+pub struct ReorderResult<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> {
+    node_id_map: Option<SetMap<Id>>,
+    graph: Option<TypedGraphMap<Id, NL, EL, Ty, L>>,
+}
+
+impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
+    ReorderResult<Id, NL, EL, Ty, L>
+{
+    #[inline]
+    pub fn take_graph(&mut self) -> Option<TypedGraphMap<Id, NL, EL, Ty, L>> {
+        self.graph.take()
+    }
+
+    #[inline]
+    pub fn get_node_id_map(&self) -> Option<&SetMap<Id>> {
+        self.node_id_map.as_ref()
+    }
+
+    #[inline]
+    pub fn get_original_node_id(&self, id: Id) -> Id {
+        match self.get_node_id_map() {
+            Some(map) => *map.get_item(id.id()).unwrap(),
+            None => id,
+        }
+    }
+
+    #[inline]
+    pub fn find_new_node_id(&self, id: Id) -> Id {
+        match self.get_node_id_map() {
+            Some(map) => Id::new(map.find_index(&id).unwrap()),
+            None => id,
+        }
+    }
+}
diff --git a/src/graph_impl/graph_map/mod.rs b/src/graph_impl/graph_map/mod.rs
index ac3a95a0..e85ca038 100644
--- a/src/graph_impl/graph_map/mod.rs
+++ b/src/graph_impl/graph_map/mod.rs
@@ -1,47 +1,47 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-//! An implementation of graph data structure that supports directed graph, undirected graph,
-//! node label, edge label, self loop, but not multi-edge.
-//!
-//! A unique id of type `usize` must be given to each node when creating the graph.
-//!
-//! # Example
-//! ```
-//! use rust_graph::prelude::*;
-//! use rust_graph::UnGraphMap;
-//!
-//! let mut g = UnGraphMap::<&str>::new();
-//! g.add_node(0,None);
-//! g.add_node(1,Some("node label"));
-//! g.add_edge(0,1,Some("edge label"));
-//! ```
-
-pub mod edge;
-pub mod graph;
-pub mod node;
-
-pub use crate::graph_impl::graph_map::edge::{Edge, MutEdge};
-pub use crate::graph_impl::graph_map::graph::{
-    new_general_graphmap, DiGraphMap, GraphMap, TypedDiGraphMap, TypedGraphMap, TypedUnGraphMap,
-    UnGraphMap,
-};
-pub use crate::graph_impl::graph_map::node::NodeMap;
-pub use crate::graph_impl::graph_map::node::{MutNodeMapTrait, NodeMapTrait};
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+//! An implementation of graph data structure that supports directed graph, undirected graph,
+//! node label, edge label, self loop, but not multi-edge.
+//!
+//! A unique id of type `usize` must be given to each node when creating the graph.
+//!
+//! # Example
+//! ```
+//! use rust_graph::prelude::*;
+//! use rust_graph::UnGraphMap;
+//!
+//! let mut g = UnGraphMap::<&str>::new();
+//! g.add_node(0,None);
+//! g.add_node(1,Some("node label"));
+//! g.add_edge(0,1,Some("edge label"));
+//! ```
+
+pub mod edge;
+pub mod graph;
+pub mod node;
+
+pub use crate::graph_impl::graph_map::edge::{Edge, MutEdge};
+pub use crate::graph_impl::graph_map::graph::{
+    new_general_graphmap, DiGraphMap, GraphMap, TypedDiGraphMap, TypedGraphMap, TypedUnGraphMap,
+    UnGraphMap,
+};
+pub use crate::graph_impl::graph_map::node::NodeMap;
+pub use crate::graph_impl::graph_map::node::{MutNodeMapTrait, NodeMapTrait};
diff --git a/src/graph_impl/graph_map/node.rs b/src/graph_impl/graph_map/node.rs
index 3b47269d..5a86db63 100644
--- a/src/graph_impl/graph_map/node.rs
+++ b/src/graph_impl/graph_map/node.rs
@@ -1,225 +1,225 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-use std::collections::{BTreeMap, BTreeSet};
-
-use crate::generic::{IdType, Iter, MutEdgeType, MutNodeTrait, NodeTrait, OwnedEdgeType};
-use crate::graph_impl::graph_map::{Edge, MutEdge};
-
-#[derive(Debug, Hash, PartialEq, Eq, Clone, Serialize, Deserialize)]
-pub struct NodeMap<Id: IdType, L: IdType = Id> {
-    pub(crate) id: Id,
-    pub(crate) label: Option<L>,
-    pub(crate) neighbors: BTreeMap<Id, Option<L>>,
-    pub(crate) in_neighbors: BTreeSet<Id>,
-}
-
-impl<Id: IdType, L: IdType> NodeMap<Id, L> {
-    #[inline(always)]
-    pub fn new(id: Id, label: Option<L>) -> Self {
-        NodeMap {
-            id,
-            label,
-            neighbors: BTreeMap::new(),
-            in_neighbors: BTreeSet::new(),
-        }
-    }
-}
-
-pub trait NodeMapTrait<Id: IdType, L: IdType> {
-    fn has_in_neighbor(&self, id: Id) -> bool;
-    fn has_neighbor(&self, id: Id) -> bool;
-    fn in_degree(&self) -> usize;
-    fn degree(&self) -> usize;
-    fn neighbors_iter(&self) -> Iter<Id>;
-    fn in_neighbors_iter(&self) -> Iter<Id>;
-    fn neighbors(&self) -> Vec<Id>;
-    fn in_neighbors(&self) -> Vec<Id>;
-    fn get_neighbor(&self, id: Id) -> Option<Option<L>>;
-    fn non_less_neighbors_iter(&self) -> Iter<Id>;
-    fn neighbors_iter_full(&self) -> Iter<Edge<Id, L>>;
-    fn non_less_neighbors_iter_full(&self) -> Iter<Edge<Id, L>>;
-}
-
-pub trait MutNodeMapTrait<Id: IdType, L: IdType> {
-    fn add_in_edge(&mut self, adj: Id) -> bool;
-    fn add_edge(&mut self, adj: Id, label: Option<L>) -> bool;
-    fn remove_in_edge(&mut self, adj: Id) -> bool;
-    fn remove_edge(&mut self, adj: Id) -> OwnedEdgeType<Id, L>;
-    fn get_neighbor_mut(&mut self, id: Id) -> MutEdgeType<Id, L>;
-    fn neighbors_iter_mut(&mut self) -> Iter<MutEdgeType<Id, L>>;
-    fn non_less_neighbors_iter_mut(&mut self) -> Iter<MutEdgeType<Id, L>>;
-}
-
-impl<Id: IdType, L: IdType> NodeTrait<Id, L> for NodeMap<Id, L> {
-    #[inline(always)]
-    fn get_id(&self) -> Id {
-        self.id
-    }
-
-    #[inline(always)]
-    fn get_label_id(&self) -> Option<L> {
-        self.label
-    }
-}
-
-impl<Id: IdType, L: IdType> MutNodeTrait<Id, L> for NodeMap<Id, L> {
-    #[inline(always)]
-    fn set_label_id(&mut self, label: Option<L>) {
-        self.label = label;
-    }
-}
-
-impl<Id: IdType, L: IdType> NodeMapTrait<Id, L> for NodeMap<Id, L> {
-    #[inline]
-    fn has_in_neighbor(&self, id: Id) -> bool {
-        self.in_neighbors.contains(&id)
-    }
-
-    #[inline]
-    fn has_neighbor(&self, id: Id) -> bool {
-        self.neighbors.contains_key(&id)
-    }
-
-    #[inline]
-    fn in_degree(&self) -> usize {
-        self.in_neighbors.len()
-    }
-
-    #[inline]
-    fn degree(&self) -> usize {
-        self.neighbors.len()
-    }
-
-    #[inline]
-    fn neighbors_iter(&self) -> Iter<Id> {
-        Iter::new(Box::new(self.neighbors.keys().map(|x| *x)))
-    }
-
-    #[inline]
-    fn in_neighbors_iter(&self) -> Iter<Id> {
-        Iter::new(Box::new(self.in_neighbors.iter().map(|x| *x)))
-    }
-
-    #[inline]
-    fn neighbors(&self) -> Vec<Id> {
-        self.neighbors.keys().cloned().collect()
-    }
-
-    #[inline]
-    fn in_neighbors(&self) -> Vec<Id> {
-        self.in_neighbors.iter().cloned().collect()
-    }
-
-    #[inline]
-    fn get_neighbor(&self, id: Id) -> Option<Option<L>> {
-        self.neighbors.get(&id).map(|x| *x)
-    }
-
-    #[inline]
-    fn non_less_neighbors_iter(&self) -> Iter<Id> {
-        Iter::new(Box::new(self.neighbors.range(self.id..).map(|(&id, _)| id)))
-    }
-
-    #[inline]
-    fn neighbors_iter_full(&self) -> Iter<Edge<Id, L>> {
-        let nid = self.id;
-
-        Iter::new(Box::new(
-            self.neighbors
-                .iter()
-                .map(move |(&n, &l)| Edge::new(nid, n, l)),
-        ))
-    }
-
-    #[inline]
-    fn non_less_neighbors_iter_full(&self) -> Iter<Edge<Id, L>> {
-        let nid = self.id;
-
-        Iter::new(Box::new(
-            self.neighbors
-                .range(self.get_id()..)
-                .map(move |(&n, &l)| Edge::new(nid, n, l)),
-        ))
-    }
-}
-
-impl<Id: IdType, L: IdType> MutNodeMapTrait<Id, L> for NodeMap<Id, L> {
-    #[inline]
-    fn add_in_edge(&mut self, adj: Id) -> bool {
-        if self.has_in_neighbor(adj) {
-            return false;
-        }
-        self.in_neighbors.insert(adj);
-
-        true
-    }
-
-    #[inline]
-    fn add_edge(&mut self, adj: Id, label: Option<L>) -> bool {
-        let mut result = false;
-        let edge_label = self.neighbors.entry(adj).or_insert_with(|| {
-            result = true;
-
-            None
-        });
-        *edge_label = label;
-
-        result
-    }
-
-    #[inline]
-    fn remove_in_edge(&mut self, adj: Id) -> bool {
-        self.in_neighbors.remove(&adj)
-    }
-
-    #[inline]
-    fn remove_edge(&mut self, adj: Id) -> OwnedEdgeType<Id, L> {
-        match self.neighbors.remove(&adj) {
-            Some(edge) => OwnedEdgeType::Edge(Edge::new(self.get_id(), adj, edge)),
-            None => OwnedEdgeType::None,
-        }
-    }
-
-    #[inline]
-    fn get_neighbor_mut(&mut self, id: Id) -> MutEdgeType<Id, L> {
-        let nid = self.get_id();
-        match self.neighbors.get_mut(&id) {
-            Some(edge) => MutEdgeType::EdgeRef(MutEdge::new(nid, id, edge)),
-            None => MutEdgeType::None,
-        }
-    }
-
-    #[inline]
-    fn neighbors_iter_mut(&mut self) -> Iter<MutEdgeType<Id, L>> {
-        let nid = self.get_id();
-        Iter::new(Box::new(self.neighbors.iter_mut().map(move |(n, l)| {
-            MutEdgeType::EdgeRef(MutEdge::new(nid, *n, l))
-        })))
-    }
-
-    #[inline]
-    fn non_less_neighbors_iter_mut(&mut self) -> Iter<MutEdgeType<Id, L>> {
-        let nid = self.get_id();
-        Iter::new(Box::new(self.neighbors.range_mut(self.id..).map(
-            move |(n, l)| MutEdgeType::EdgeRef(MutEdge::new(nid, *n, l)),
-        )))
-    }
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+use std::collections::{BTreeMap, BTreeSet};
+
+use crate::generic::{IdType, Iter, MutEdgeType, MutNodeTrait, NodeTrait, OwnedEdgeType};
+use crate::graph_impl::graph_map::{Edge, MutEdge};
+
+#[derive(Debug, Hash, PartialEq, Eq, Clone, Serialize, Deserialize)]
+pub struct NodeMap<Id: IdType, L: IdType = Id> {
+    pub(crate) id: Id,
+    pub(crate) label: Option<L>,
+    pub(crate) neighbors: BTreeMap<Id, Option<L>>,
+    pub(crate) in_neighbors: BTreeSet<Id>,
+}
+
+impl<Id: IdType, L: IdType> NodeMap<Id, L> {
+    #[inline(always)]
+    pub fn new(id: Id, label: Option<L>) -> Self {
+        NodeMap {
+            id,
+            label,
+            neighbors: BTreeMap::new(),
+            in_neighbors: BTreeSet::new(),
+        }
+    }
+}
+
+pub trait NodeMapTrait<Id: IdType, L: IdType> {
+    fn has_in_neighbor(&self, id: Id) -> bool;
+    fn has_neighbor(&self, id: Id) -> bool;
+    fn in_degree(&self) -> usize;
+    fn degree(&self) -> usize;
+    fn neighbors_iter(&self) -> Iter<Id>;
+    fn in_neighbors_iter(&self) -> Iter<Id>;
+    fn neighbors(&self) -> Vec<Id>;
+    fn in_neighbors(&self) -> Vec<Id>;
+    fn get_neighbor(&self, id: Id) -> Option<Option<L>>;
+    fn non_less_neighbors_iter(&self) -> Iter<Id>;
+    fn neighbors_iter_full(&self) -> Iter<Edge<Id, L>>;
+    fn non_less_neighbors_iter_full(&self) -> Iter<Edge<Id, L>>;
+}
+
+pub trait MutNodeMapTrait<Id: IdType, L: IdType> {
+    fn add_in_edge(&mut self, adj: Id) -> bool;
+    fn add_edge(&mut self, adj: Id, label: Option<L>) -> bool;
+    fn remove_in_edge(&mut self, adj: Id) -> bool;
+    fn remove_edge(&mut self, adj: Id) -> OwnedEdgeType<Id, L>;
+    fn get_neighbor_mut(&mut self, id: Id) -> MutEdgeType<Id, L>;
+    fn neighbors_iter_mut(&mut self) -> Iter<MutEdgeType<Id, L>>;
+    fn non_less_neighbors_iter_mut(&mut self) -> Iter<MutEdgeType<Id, L>>;
+}
+
+impl<Id: IdType, L: IdType> NodeTrait<Id, L> for NodeMap<Id, L> {
+    #[inline(always)]
+    fn get_id(&self) -> Id {
+        self.id
+    }
+
+    #[inline(always)]
+    fn get_label_id(&self) -> Option<L> {
+        self.label
+    }
+}
+
+impl<Id: IdType, L: IdType> MutNodeTrait<Id, L> for NodeMap<Id, L> {
+    #[inline(always)]
+    fn set_label_id(&mut self, label: Option<L>) {
+        self.label = label;
+    }
+}
+
+impl<Id: IdType, L: IdType> NodeMapTrait<Id, L> for NodeMap<Id, L> {
+    #[inline]
+    fn has_in_neighbor(&self, id: Id) -> bool {
+        self.in_neighbors.contains(&id)
+    }
+
+    #[inline]
+    fn has_neighbor(&self, id: Id) -> bool {
+        self.neighbors.contains_key(&id)
+    }
+
+    #[inline]
+    fn in_degree(&self) -> usize {
+        self.in_neighbors.len()
+    }
+
+    #[inline]
+    fn degree(&self) -> usize {
+        self.neighbors.len()
+    }
+
+    #[inline]
+    fn neighbors_iter(&self) -> Iter<Id> {
+        Iter::new(Box::new(self.neighbors.keys().map(|x| *x)))
+    }
+
+    #[inline]
+    fn in_neighbors_iter(&self) -> Iter<Id> {
+        Iter::new(Box::new(self.in_neighbors.iter().map(|x| *x)))
+    }
+
+    #[inline]
+    fn neighbors(&self) -> Vec<Id> {
+        self.neighbors.keys().cloned().collect()
+    }
+
+    #[inline]
+    fn in_neighbors(&self) -> Vec<Id> {
+        self.in_neighbors.iter().cloned().collect()
+    }
+
+    #[inline]
+    fn get_neighbor(&self, id: Id) -> Option<Option<L>> {
+        self.neighbors.get(&id).map(|x| *x)
+    }
+
+    #[inline]
+    fn non_less_neighbors_iter(&self) -> Iter<Id> {
+        Iter::new(Box::new(self.neighbors.range(self.id..).map(|(&id, _)| id)))
+    }
+
+    #[inline]
+    fn neighbors_iter_full(&self) -> Iter<Edge<Id, L>> {
+        let nid = self.id;
+
+        Iter::new(Box::new(
+            self.neighbors
+                .iter()
+                .map(move |(&n, &l)| Edge::new(nid, n, l)),
+        ))
+    }
+
+    #[inline]
+    fn non_less_neighbors_iter_full(&self) -> Iter<Edge<Id, L>> {
+        let nid = self.id;
+
+        Iter::new(Box::new(
+            self.neighbors
+                .range(self.get_id()..)
+                .map(move |(&n, &l)| Edge::new(nid, n, l)),
+        ))
+    }
+}
+
+impl<Id: IdType, L: IdType> MutNodeMapTrait<Id, L> for NodeMap<Id, L> {
+    #[inline]
+    fn add_in_edge(&mut self, adj: Id) -> bool {
+        if self.has_in_neighbor(adj) {
+            return false;
+        }
+        self.in_neighbors.insert(adj);
+
+        true
+    }
+
+    #[inline]
+    fn add_edge(&mut self, adj: Id, label: Option<L>) -> bool {
+        let mut result = false;
+        let edge_label = self.neighbors.entry(adj).or_insert_with(|| {
+            result = true;
+
+            None
+        });
+        *edge_label = label;
+
+        result
+    }
+
+    #[inline]
+    fn remove_in_edge(&mut self, adj: Id) -> bool {
+        self.in_neighbors.remove(&adj)
+    }
+
+    #[inline]
+    fn remove_edge(&mut self, adj: Id) -> OwnedEdgeType<Id, L> {
+        match self.neighbors.remove(&adj) {
+            Some(edge) => OwnedEdgeType::Edge(Edge::new(self.get_id(), adj, edge)),
+            None => OwnedEdgeType::None,
+        }
+    }
+
+    #[inline]
+    fn get_neighbor_mut(&mut self, id: Id) -> MutEdgeType<Id, L> {
+        let nid = self.get_id();
+        match self.neighbors.get_mut(&id) {
+            Some(edge) => MutEdgeType::EdgeRef(MutEdge::new(nid, id, edge)),
+            None => MutEdgeType::None,
+        }
+    }
+
+    #[inline]
+    fn neighbors_iter_mut(&mut self) -> Iter<MutEdgeType<Id, L>> {
+        let nid = self.get_id();
+        Iter::new(Box::new(self.neighbors.iter_mut().map(move |(n, l)| {
+            MutEdgeType::EdgeRef(MutEdge::new(nid, *n, l))
+        })))
+    }
+
+    #[inline]
+    fn non_less_neighbors_iter_mut(&mut self) -> Iter<MutEdgeType<Id, L>> {
+        let nid = self.get_id();
+        Iter::new(Box::new(self.neighbors.range_mut(self.id..).map(
+            move |(n, l)| MutEdgeType::EdgeRef(MutEdge::new(nid, *n, l)),
+        )))
+    }
+}
diff --git a/src/graph_impl/graph_vec/mod.rs b/src/graph_impl/graph_vec/mod.rs
index ee3ee2e2..dc062b85 100644
--- a/src/graph_impl/graph_vec/mod.rs
+++ b/src/graph_impl/graph_vec/mod.rs
@@ -1,410 +1,410 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-use std::hash::Hash;
-
-use hashbrown::HashMap;
-use rayon::prelude::*;
-
-use crate::generic::{DefaultId, GraphType, IdType, MutMapTrait};
-use crate::graph_impl::static_graph::edge_vec::EdgeVecTrait;
-use crate::graph_impl::static_graph::edge_vec::OffsetIndex;
-use crate::graph_impl::{EdgeVec, TypedStaticGraph};
-use itertools::Itertools;
-use crate::map::SetMap;
-
-pub type GraphVec<NL, EL = NL, L = DefaultId> = TypedGraphVec<DefaultId, NL, EL, L>;
-
-#[derive(Debug, Clone, Serialize, Deserialize)]
-pub struct TypedGraphVec<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType = Id> {
-    nodes: HashMap<Id, L>,
-    edges: Vec<((Id, Id), L)>,
-    in_edges: Vec<(Id, Id)>,
-    node_label_map: SetMap<NL>,
-    edge_label_map: SetMap<EL>,
-
-    max_id: Option<Id>,
-    has_node_label: bool,
-    has_edge_label: bool,
-}
-
-impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL, EL, L> {
-    pub fn new() -> Self {
-        TypedGraphVec {
-            nodes: HashMap::new(),
-            edges: Vec::new(),
-            in_edges: Vec::new(),
-            node_label_map: SetMap::new(),
-            edge_label_map: SetMap::new(),
-
-            max_id: None,
-            has_node_label: false,
-            has_edge_label: false,
-        }
-    }
-
-    pub fn with_capacity(nodes: usize, edges: usize) -> Self {
-        TypedGraphVec {
-            nodes: HashMap::with_capacity(nodes),
-            edges: Vec::with_capacity(edges),
-            in_edges: Vec::new(),
-            node_label_map: SetMap::new(),
-            edge_label_map: SetMap::new(),
-
-            max_id: None,
-            has_node_label: false,
-            has_edge_label: false,
-        }
-    }
-
-    pub fn with_label_map(node_label_map: SetMap<NL>, edge_label_map: SetMap<EL>) -> Self {
-        TypedGraphVec {
-            nodes: HashMap::new(),
-            edges: Vec::new(),
-            in_edges: Vec::new(),
-            node_label_map,
-            edge_label_map,
-
-            max_id: None,
-            has_node_label: false,
-            has_edge_label: false,
-        }
-    }
-
-    #[inline]
-    pub fn add_node(&mut self, id: Id, label: Option<NL>) {
-        let label_id = match label {
-            Some(l) => {
-                if !self.has_node_label {
-                    self.has_node_label = true;
-                }
-                L::new(self.node_label_map.add_item(l))
-            }
-            None => L::max_value(),
-        };
-
-        self.set_max(id);
-
-        self.nodes.insert(id, label_id);
-    }
-
-    #[inline]
-    pub fn add_edge(&mut self, src: Id, dst: Id, label: Option<EL>) {
-        let label_id = match label {
-            Some(l) => {
-                if !self.has_edge_label {
-                    self.has_edge_label = true;
-                }
-                L::new(self.edge_label_map.add_item(l))
-            }
-            None => L::max_value(),
-        };
-
-        self.set_max(src);
-        self.set_max(dst);
-
-        self.edges.push(((src, dst), label_id));
-    }
-
-    #[inline]
-    pub fn add_in_edge(&mut self, src: Id, dst: Id) {
-        self.set_max(src);
-        self.set_max(dst);
-
-        self.in_edges.push((src, dst));
-    }
-
-    #[inline(always)]
-    pub fn is_directed(&self) -> bool {
-        !self.in_edges.is_empty()
-    }
-
-    #[inline(always)]
-    pub fn is_empty(&self) -> bool {
-        self.nodes.is_empty() && self.edges.is_empty() && self.in_edges.is_empty()
-    }
-
-    #[inline(always)]
-    pub fn node_count(&self) -> usize {
-        self.nodes.len()
-    }
-
-    #[inline(always)]
-    pub fn edge_count(&self) -> usize {
-        self.edges.len()
-    }
-
-    pub fn into_static<Ty: GraphType, OL: IdType>(self) -> TypedStaticGraph<Id, NL, EL, Ty, OL> {
-        if self.is_empty() {
-            return TypedStaticGraph::empty();
-        }
-
-        let max_id = self.max_id.unwrap();
-
-        let node_labels = Self::get_node_labels(self.nodes, max_id, self.has_node_label);
-        let edge_vec = Self::get_edge_vec(self.edges, max_id, self.has_edge_label);
-        let in_edge_vec = if Ty::is_directed() {
-            Some(Self::get_in_edge_vec(self.in_edges, max_id))
-        } else {
-            None
-        };
-
-        TypedStaticGraph::from_raw(
-            max_id.id() + 1,
-            if Ty::is_directed() {
-                edge_vec.num_edges()
-            } else {
-                edge_vec.num_edges() >> 1
-            },
-            edge_vec,
-            in_edge_vec,
-            node_labels,
-            self.node_label_map,
-            self.edge_label_map,
-        )
-    }
-
-    fn get_node_labels<OL: IdType>(
-        nodes: HashMap<Id, L>,
-        max_node_id: Id,
-        has_node_label: bool,
-    ) -> Option<Vec<OL>> {
-        info!("Creating node labels");
-
-        if !has_node_label {
-            return None;
-        }
-        let mut nodes = nodes.into_iter().collect_vec();
-
-        // TODO
-        nodes.par_sort_unstable();
-        //        nodes.dedup_by_key(|&mut (i, _)| i);
-
-        let mut labels = Vec::new();
-        let mut current = Id::new(0);
-
-        let mut last = Id::new(0);
-
-        for (i, l) in nodes.into_iter() {
-            while i > current {
-                labels.push(OL::max_value());
-                current.increment();
-            }
-            labels.push(OL::new(l.id()));
-            current.increment();
-
-            last = i;
-        }
-
-        let last = last.id();
-        if last < max_node_id.id() {
-            for _ in 0..max_node_id.id() - last {
-                labels.push(OL::max_value());
-            }
-        }
-
-        Some(labels)
-    }
-
-    fn get_edge_vec<OL: IdType>(
-        mut graph: Vec<((Id, Id), L)>,
-        max_node_id: Id,
-        has_edge_label: bool,
-    ) -> EdgeVec<Id, OL> {
-        info!("Creating edges");
-
-        // TODO
-        graph.par_sort_unstable();
-        graph.dedup_by_key(|&mut (e, _)| e);
-
-        let mut offsets = OffsetIndex::new();
-        let mut edges = Vec::new();
-        let mut labels = if has_edge_label {
-            Some(Vec::new())
-        } else {
-            None
-        };
-
-        let mut offset = 0usize;
-        offsets.push(offset);
-
-        let mut current = Id::new(0);
-
-        let mut last = Id::new(0);
-
-        for ((s, d), l) in graph.into_iter() {
-            while s > current {
-                offsets.push(offset);
-                current.increment();
-            }
-
-            edges.push(d);
-            if let Some(_labels) = labels.as_mut() {
-                _labels.push(OL::new(l.id()));
-            }
-
-            offset += 1;
-
-            last = s;
-        }
-
-        offset = edges.len();
-        offsets.push(offset);
-
-        let last = last.id();
-        if last < max_node_id.id() {
-            for _ in 0..max_node_id.id() - last {
-                offsets.push(offset);
-            }
-        }
-
-        EdgeVec::from_raw_index(offsets, edges, labels)
-    }
-
-    fn get_in_edge_vec<OL: IdType>(mut graph: Vec<(Id, Id)>, max_node_id: Id) -> EdgeVec<Id, OL> {
-        info!("Creating in-edges");
-
-        // TODO
-        graph.par_sort_unstable();
-
-        let iter = graph.into_iter().dedup();
-
-        let mut offsets = Vec::new();
-        let mut edges = Vec::new();
-
-        let mut offset = 0usize;
-        offsets.push(offset);
-
-        let mut current = Id::new(0);
-
-        let mut last = Id::new(0);
-
-        for (s, d) in iter {
-            while s > current {
-                offsets.push(offset);
-                current.increment();
-            }
-
-            edges.push(d);
-            offset += 1;
-
-            last = s;
-        }
-
-        offset = edges.len();
-        offsets.push(offset);
-
-        let last = last.id();
-        if last < max_node_id.id() {
-            for _ in 0..max_node_id.id() - last {
-                offsets.push(offset);
-            }
-        }
-
-        EdgeVec::new(offsets, edges)
-    }
-
-    fn set_max(&mut self, id: Id) {
-        if self.max_id.map_or(true, |m| id > m) {
-            self.max_id = Some(id);
-        }
-    }
-}
-
-#[cfg(test)]
-mod tests {
-    use super::*;
-    use crate::graph_impl::{DiStaticGraph, UnStaticGraph};
-    use crate::prelude::*;
-
-    #[test]
-    fn test_undirected() {
-        let mut g = GraphVec::<&str>::new();
-        g.add_node(0, Some("node0"));
-        g.add_node(2, Some("node2"));
-        g.add_node(2, Some("node2"));
-        g.add_edge(0, 1, Some("(0,1)"));
-        g.add_edge(1, 0, Some("(0,1)"));
-        g.add_edge(0, 3, Some("(0,3)"));
-
-        let un_graph = g.clone().into_static::<Undirected, u16>();
-
-        let un_graph_true = UnStaticGraph::<&str, &str, u16>::from_raw(
-            4,
-            1,
-            EdgeVec::with_labels(vec![0, 2, 3, 3, 3], vec![1, 3, 0], vec![0, 1, 0]),
-            None,
-            Some(vec![0, u16::max_value(), 1, u16::max_value()]),
-            vec!["node0", "node2"].into(),
-            vec!["(0,1)", "(0,3)"].into(),
-        );
-        assert_eq!(format!("{:?}", un_graph), format!("{:?}", un_graph_true));
-    }
-
-    #[test]
-    fn test_directed() {
-        let mut g = GraphVec::<&str>::new();
-        g.add_node(0, Some("node0"));
-        g.add_node(2, Some("node2"));
-        g.add_edge(0, 1, Some("(0,1)"));
-        g.add_in_edge(1, 0);
-        g.add_edge(0, 3, Some("(0,3)"));
-
-        assert_eq!(g.node_count(), 2);
-        assert_eq!(g.edge_count(), 2);
-
-        let di_graph = g.clone().into_static::<Directed, u32>();
-
-        let di_graph_true = DiStaticGraph::<&str>::from_raw(
-            4,
-            2,
-            EdgeVec::with_labels(vec![0, 2, 2, 2, 2], vec![1, 3], vec![0, 1]),
-            Some(EdgeVec::new(vec![0, 0, 1, 1, 1], vec![0])),
-            Some(vec![0, u32::max_value(), 1, u32::max_value()]),
-            vec!["node0", "node2"].into(),
-            vec!["(0,1)", "(0,3)"].into(),
-        );
-
-        assert_eq!(format!("{:?}", di_graph), format!("{:?}", di_graph_true));
-    }
-
-    #[test]
-    fn test_no_node() {
-        let mut g = GraphVec::<&str>::new();
-        g.add_edge(0, 1, None);
-        g.add_edge(0, 2, None);
-        g.add_edge(1, 0, None);
-        g.add_edge(2, 0, None);
-
-        let un_graph = g.clone().into_static::<Undirected, u32>();
-
-        let un_graph_true = UnStaticGraph::<()>::from_raw(
-            3,
-            2,
-            EdgeVec::new(vec![0, 2, 3, 4], vec![1, 2, 0, 0]),
-            None,
-            None,
-            SetMap::new(),
-            SetMap::new(),
-        );
-
-        assert_eq!(format!("{:?}", un_graph), format!("{:?}", un_graph_true));
-    }
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+use std::hash::Hash;
+
+use hashbrown::HashMap;
+use rayon::prelude::*;
+
+use crate::generic::{DefaultId, GraphType, IdType, MutMapTrait};
+use crate::graph_impl::static_graph::edge_vec::EdgeVecTrait;
+use crate::graph_impl::static_graph::edge_vec::OffsetIndex;
+use crate::graph_impl::{EdgeVec, TypedStaticGraph};
+use crate::map::SetMap;
+use itertools::Itertools;
+
+pub type GraphVec<NL, EL = NL, L = DefaultId> = TypedGraphVec<DefaultId, NL, EL, L>;
+
+#[derive(Debug, Clone, Serialize, Deserialize)]
+pub struct TypedGraphVec<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType = Id> {
+    nodes: HashMap<Id, L>,
+    edges: Vec<((Id, Id), L)>,
+    in_edges: Vec<(Id, Id)>,
+    node_label_map: SetMap<NL>,
+    edge_label_map: SetMap<EL>,
+
+    max_id: Option<Id>,
+    has_node_label: bool,
+    has_edge_label: bool,
+}
+
+impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> TypedGraphVec<Id, NL, EL, L> {
+    pub fn new() -> Self {
+        TypedGraphVec {
+            nodes: HashMap::new(),
+            edges: Vec::new(),
+            in_edges: Vec::new(),
+            node_label_map: SetMap::new(),
+            edge_label_map: SetMap::new(),
+
+            max_id: None,
+            has_node_label: false,
+            has_edge_label: false,
+        }
+    }
+
+    pub fn with_capacity(nodes: usize, edges: usize) -> Self {
+        TypedGraphVec {
+            nodes: HashMap::with_capacity(nodes),
+            edges: Vec::with_capacity(edges),
+            in_edges: Vec::new(),
+            node_label_map: SetMap::new(),
+            edge_label_map: SetMap::new(),
+
+            max_id: None,
+            has_node_label: false,
+            has_edge_label: false,
+        }
+    }
+
+    pub fn with_label_map(node_label_map: SetMap<NL>, edge_label_map: SetMap<EL>) -> Self {
+        TypedGraphVec {
+            nodes: HashMap::new(),
+            edges: Vec::new(),
+            in_edges: Vec::new(),
+            node_label_map,
+            edge_label_map,
+
+            max_id: None,
+            has_node_label: false,
+            has_edge_label: false,
+        }
+    }
+
+    #[inline]
+    pub fn add_node(&mut self, id: Id, label: Option<NL>) {
+        let label_id = match label {
+            Some(l) => {
+                if !self.has_node_label {
+                    self.has_node_label = true;
+                }
+                L::new(self.node_label_map.add_item(l))
+            }
+            None => L::max_value(),
+        };
+
+        self.set_max(id);
+
+        self.nodes.insert(id, label_id);
+    }
+
+    #[inline]
+    pub fn add_edge(&mut self, src: Id, dst: Id, label: Option<EL>) {
+        let label_id = match label {
+            Some(l) => {
+                if !self.has_edge_label {
+                    self.has_edge_label = true;
+                }
+                L::new(self.edge_label_map.add_item(l))
+            }
+            None => L::max_value(),
+        };
+
+        self.set_max(src);
+        self.set_max(dst);
+
+        self.edges.push(((src, dst), label_id));
+    }
+
+    #[inline]
+    pub fn add_in_edge(&mut self, src: Id, dst: Id) {
+        self.set_max(src);
+        self.set_max(dst);
+
+        self.in_edges.push((src, dst));
+    }
+
+    #[inline(always)]
+    pub fn is_directed(&self) -> bool {
+        !self.in_edges.is_empty()
+    }
+
+    #[inline(always)]
+    pub fn is_empty(&self) -> bool {
+        self.nodes.is_empty() && self.edges.is_empty() && self.in_edges.is_empty()
+    }
+
+    #[inline(always)]
+    pub fn node_count(&self) -> usize {
+        self.nodes.len()
+    }
+
+    #[inline(always)]
+    pub fn edge_count(&self) -> usize {
+        self.edges.len()
+    }
+
+    pub fn into_static<Ty: GraphType, OL: IdType>(self) -> TypedStaticGraph<Id, NL, EL, Ty, OL> {
+        if self.is_empty() {
+            return TypedStaticGraph::empty();
+        }
+
+        let max_id = self.max_id.unwrap();
+
+        let node_labels = Self::get_node_labels(self.nodes, max_id, self.has_node_label);
+        let edge_vec = Self::get_edge_vec(self.edges, max_id, self.has_edge_label);
+        let in_edge_vec = if Ty::is_directed() {
+            Some(Self::get_in_edge_vec(self.in_edges, max_id))
+        } else {
+            None
+        };
+
+        TypedStaticGraph::from_raw(
+            max_id.id() + 1,
+            if Ty::is_directed() {
+                edge_vec.num_edges()
+            } else {
+                edge_vec.num_edges() >> 1
+            },
+            edge_vec,
+            in_edge_vec,
+            node_labels,
+            self.node_label_map,
+            self.edge_label_map,
+        )
+    }
+
+    fn get_node_labels<OL: IdType>(
+        nodes: HashMap<Id, L>,
+        max_node_id: Id,
+        has_node_label: bool,
+    ) -> Option<Vec<OL>> {
+        info!("Creating node labels");
+
+        if !has_node_label {
+            return None;
+        }
+        let mut nodes = nodes.into_iter().collect_vec();
+
+        // TODO
+        nodes.par_sort_unstable();
+        //        nodes.dedup_by_key(|&mut (i, _)| i);
+
+        let mut labels = Vec::new();
+        let mut current = Id::new(0);
+
+        let mut last = Id::new(0);
+
+        for (i, l) in nodes.into_iter() {
+            while i > current {
+                labels.push(OL::max_value());
+                current.increment();
+            }
+            labels.push(OL::new(l.id()));
+            current.increment();
+
+            last = i;
+        }
+
+        let last = last.id();
+        if last < max_node_id.id() {
+            for _ in 0..max_node_id.id() - last {
+                labels.push(OL::max_value());
+            }
+        }
+
+        Some(labels)
+    }
+
+    fn get_edge_vec<OL: IdType>(
+        mut graph: Vec<((Id, Id), L)>,
+        max_node_id: Id,
+        has_edge_label: bool,
+    ) -> EdgeVec<Id, OL> {
+        info!("Creating edges");
+
+        // TODO
+        graph.par_sort_unstable();
+        graph.dedup_by_key(|&mut (e, _)| e);
+
+        let mut offsets = OffsetIndex::new();
+        let mut edges = Vec::new();
+        let mut labels = if has_edge_label {
+            Some(Vec::new())
+        } else {
+            None
+        };
+
+        let mut offset = 0usize;
+        offsets.push(offset);
+
+        let mut current = Id::new(0);
+
+        let mut last = Id::new(0);
+
+        for ((s, d), l) in graph.into_iter() {
+            while s > current {
+                offsets.push(offset);
+                current.increment();
+            }
+
+            edges.push(d);
+            if let Some(_labels) = labels.as_mut() {
+                _labels.push(OL::new(l.id()));
+            }
+
+            offset += 1;
+
+            last = s;
+        }
+
+        offset = edges.len();
+        offsets.push(offset);
+
+        let last = last.id();
+        if last < max_node_id.id() {
+            for _ in 0..max_node_id.id() - last {
+                offsets.push(offset);
+            }
+        }
+
+        EdgeVec::from_raw_index(offsets, edges, labels)
+    }
+
+    fn get_in_edge_vec<OL: IdType>(mut graph: Vec<(Id, Id)>, max_node_id: Id) -> EdgeVec<Id, OL> {
+        info!("Creating in-edges");
+
+        // TODO
+        graph.par_sort_unstable();
+
+        let iter = graph.into_iter().dedup();
+
+        let mut offsets = Vec::new();
+        let mut edges = Vec::new();
+
+        let mut offset = 0usize;
+        offsets.push(offset);
+
+        let mut current = Id::new(0);
+
+        let mut last = Id::new(0);
+
+        for (s, d) in iter {
+            while s > current {
+                offsets.push(offset);
+                current.increment();
+            }
+
+            edges.push(d);
+            offset += 1;
+
+            last = s;
+        }
+
+        offset = edges.len();
+        offsets.push(offset);
+
+        let last = last.id();
+        if last < max_node_id.id() {
+            for _ in 0..max_node_id.id() - last {
+                offsets.push(offset);
+            }
+        }
+
+        EdgeVec::new(offsets, edges)
+    }
+
+    fn set_max(&mut self, id: Id) {
+        if self.max_id.map_or(true, |m| id > m) {
+            self.max_id = Some(id);
+        }
+    }
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+    use crate::graph_impl::{DiStaticGraph, UnStaticGraph};
+    use crate::prelude::*;
+
+    #[test]
+    fn test_undirected() {
+        let mut g = GraphVec::<&str>::new();
+        g.add_node(0, Some("node0"));
+        g.add_node(2, Some("node2"));
+        g.add_node(2, Some("node2"));
+        g.add_edge(0, 1, Some("(0,1)"));
+        g.add_edge(1, 0, Some("(0,1)"));
+        g.add_edge(0, 3, Some("(0,3)"));
+
+        let un_graph = g.clone().into_static::<Undirected, u16>();
+
+        let un_graph_true = UnStaticGraph::<&str, &str, u16>::from_raw(
+            4,
+            1,
+            EdgeVec::with_labels(vec![0, 2, 3, 3, 3], vec![1, 3, 0], vec![0, 1, 0]),
+            None,
+            Some(vec![0, u16::max_value(), 1, u16::max_value()]),
+            vec!["node0", "node2"].into(),
+            vec!["(0,1)", "(0,3)"].into(),
+        );
+        assert_eq!(format!("{:?}", un_graph), format!("{:?}", un_graph_true));
+    }
+
+    #[test]
+    fn test_directed() {
+        let mut g = GraphVec::<&str>::new();
+        g.add_node(0, Some("node0"));
+        g.add_node(2, Some("node2"));
+        g.add_edge(0, 1, Some("(0,1)"));
+        g.add_in_edge(1, 0);
+        g.add_edge(0, 3, Some("(0,3)"));
+
+        assert_eq!(g.node_count(), 2);
+        assert_eq!(g.edge_count(), 2);
+
+        let di_graph = g.clone().into_static::<Directed, u32>();
+
+        let di_graph_true = DiStaticGraph::<&str>::from_raw(
+            4,
+            2,
+            EdgeVec::with_labels(vec![0, 2, 2, 2, 2], vec![1, 3], vec![0, 1]),
+            Some(EdgeVec::new(vec![0, 0, 1, 1, 1], vec![0])),
+            Some(vec![0, u32::max_value(), 1, u32::max_value()]),
+            vec!["node0", "node2"].into(),
+            vec!["(0,1)", "(0,3)"].into(),
+        );
+
+        assert_eq!(format!("{:?}", di_graph), format!("{:?}", di_graph_true));
+    }
+
+    #[test]
+    fn test_no_node() {
+        let mut g = GraphVec::<&str>::new();
+        g.add_edge(0, 1, None);
+        g.add_edge(0, 2, None);
+        g.add_edge(1, 0, None);
+        g.add_edge(2, 0, None);
+
+        let un_graph = g.clone().into_static::<Undirected, u32>();
+
+        let un_graph_true = UnStaticGraph::<()>::from_raw(
+            3,
+            2,
+            EdgeVec::new(vec![0, 2, 3, 4], vec![1, 2, 0, 0]),
+            None,
+            None,
+            SetMap::new(),
+            SetMap::new(),
+        );
+
+        assert_eq!(format!("{:?}", un_graph), format!("{:?}", un_graph_true));
+    }
+}
diff --git a/src/graph_impl/mod.rs b/src/graph_impl/mod.rs
index faae61df..aca04ae7 100644
--- a/src/graph_impl/mod.rs
+++ b/src/graph_impl/mod.rs
@@ -1,51 +1,51 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-pub mod graph_map;
-pub mod graph_vec;
-pub mod static_graph;
-
-pub use crate::graph_impl::graph_map::{
-    DiGraphMap, Edge, GraphMap, MutEdge, TypedDiGraphMap, TypedGraphMap, TypedUnGraphMap,
-    UnGraphMap,
-};
-pub use crate::graph_impl::graph_vec::{GraphVec, TypedGraphVec};
-pub use crate::graph_impl::static_graph::{
-    DiStaticGraph, EdgeVec, StaticGraph, TypedDiStaticGraph, TypedStaticGraph, TypedUnStaticGraph,
-    UnStaticGraph,
-};
-
-#[derive(Eq, PartialEq, Copy, Clone, Debug, Serialize, Deserialize)]
-pub enum GraphImpl {
-    GraphMap,
-    StaticGraph,
-}
-
-impl ::std::str::FromStr for GraphImpl {
-    type Err = String;
-    fn from_str(s: &str) -> Result<Self, String> {
-        let s = s.to_lowercase();
-        match s.as_ref() {
-            "graphmap" => Ok(GraphImpl::GraphMap),
-            "staticgraph" => Ok(GraphImpl::StaticGraph),
-            _other => Err(format!("Unsupported implementation {:?}", _other)),
-        }
-    }
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+pub mod graph_map;
+pub mod graph_vec;
+pub mod static_graph;
+
+pub use crate::graph_impl::graph_map::{
+    DiGraphMap, Edge, GraphMap, MutEdge, TypedDiGraphMap, TypedGraphMap, TypedUnGraphMap,
+    UnGraphMap,
+};
+pub use crate::graph_impl::graph_vec::{GraphVec, TypedGraphVec};
+pub use crate::graph_impl::static_graph::{
+    DiStaticGraph, EdgeVec, StaticGraph, TypedDiStaticGraph, TypedStaticGraph, TypedUnStaticGraph,
+    UnStaticGraph,
+};
+
+#[derive(Eq, PartialEq, Copy, Clone, Debug, Serialize, Deserialize)]
+pub enum GraphImpl {
+    GraphMap,
+    StaticGraph,
+}
+
+impl ::std::str::FromStr for GraphImpl {
+    type Err = String;
+    fn from_str(s: &str) -> Result<Self, String> {
+        let s = s.to_lowercase();
+        match s.as_ref() {
+            "graphmap" => Ok(GraphImpl::GraphMap),
+            "staticgraph" => Ok(GraphImpl::StaticGraph),
+            _other => Err(format!("Unsupported implementation {:?}", _other)),
+        }
+    }
+}
diff --git a/src/graph_impl/static_graph/edge_vec.rs b/src/graph_impl/static_graph/edge_vec.rs
index ca38d5f9..006006b5 100644
--- a/src/graph_impl/static_graph/edge_vec.rs
+++ b/src/graph_impl/static_graph/edge_vec.rs
@@ -1,596 +1,596 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-use crate::generic::{IdType, Iter};
-use itertools::Itertools;
-use std::ops::Add;
-
-static BITS_U32: usize = 32;
-
-/// To main the offset in the more compact form, instead of directly using `Vec<usize>`,
-/// we introduce a two-level index, the base level records the base offset using `Vec<u32>`,
-/// if an `u32` is overflow, we shift the overflow bits' information to the second level.
-/// The second-level index is a `Vec<usize>`, where the `i-th` element maintains the offsets in
-/// the base level that has the overflow bits represent the number `i`. For example, if we have
-/// the second-level index as `vec![1000, 50000, 600]`, it means that the first 1000 elements
-/// in the `base_level` index has offset bit `0` (no offset), while from 1000 ~ 50000, has offset
-/// bit `1`, meaning there actual offset should be `1 << 32 | base_level[i]`.
-#[derive(Debug, Hash, PartialEq, Eq, Clone, Serialize, Deserialize)]
-pub struct OffsetIndex {
-    /// The base-level index
-    base_level: Vec<u32>,
-    /// The second-level index
-    second_level: Vec<usize>,
-}
-
-impl From<Vec<usize>> for OffsetIndex {
-    fn from(offsets: Vec<usize>) -> Self {
-        let mut offset_idx = Self::with_capacity(offsets.len());
-
-        for offset in offsets {
-            offset_idx.push(offset);
-        }
-
-        offset_idx
-    }
-}
-
-impl OffsetIndex {
-    pub fn new() -> Self {
-        Self {
-            base_level: Vec::new(),
-            second_level: Vec::new(),
-        }
-    }
-
-    pub fn with_capacity(capacity: usize) -> Self {
-        Self {
-            base_level: Vec::with_capacity(capacity),
-            second_level: Vec::new(),
-        }
-    }
-
-    pub fn len(&self) -> usize {
-        self.base_level.len()
-    }
-
-    pub fn clear(&mut self) {
-        self.base_level.clear();
-        self.second_level.clear();
-    }
-
-    pub fn is_empty(&self) -> bool {
-        self.base_level.is_empty()
-    }
-
-    pub fn index(&self, index: usize) -> usize {
-        if index < self.len() {
-            let mut oflow_bit = 0;
-            for (i, &off) in self.second_level.iter().enumerate() {
-                if index < off {
-                    oflow_bit = i;
-                    break;
-                }
-            }
-            oflow_bit << BITS_U32 | self.base_level[index] as usize
-        } else {
-            panic!("index {} is overflowed", index)
-        }
-    }
-
-    pub fn last(&self) -> Option<usize> {
-        if self.is_empty() {
-            None
-        } else {
-            Some(self.index(self.len() - 1))
-        }
-    }
-
-    pub fn push(&mut self, offset: usize) {
-        let u32_part = offset as u32;
-        let oflow_part = offset >> BITS_U32;
-
-        let last_off = self.last().unwrap_or(0);
-        assert!(last_off <= offset);
-
-        if self.is_empty() {
-            self.second_level.push(0);
-        } else {
-            let last_off_oflow = self.second_level[last_off >> BITS_U32];
-
-            while self.second_level.len() < oflow_part + 1 {
-                self.second_level.push(last_off_oflow);
-            }
-        }
-
-        self.second_level[oflow_part] += 1;
-        self.base_level.push(u32_part);
-    }
-
-    pub fn shrink_to_fit(&mut self) {
-        self.base_level.shrink_to_fit();
-        self.second_level.shrink_to_fit();
-    }
-
-    fn extend<T: IntoIterator<Item = usize>>(&mut self, iter: T) {
-        for elem in iter.into_iter() {
-            self.push(elem);
-        }
-    }
-
-    pub fn iter(&self) -> Iter<usize> {
-        let len = self.len();
-        Iter::new(Box::new((0..len).map(move |i| self.index(i))))
-    }
-}
-
-/// With the node indexed from 0 .. num_nodes - 1, we can maintain the edges in a compact way,
-/// using `offset` and `edges`, in which `offset[node]` maintain the start index of the given
-/// node's neighbors in `edges`. Thus, the node's neighbors is maintained in:
-/// `edges[offsets[node]]` (included) to `edges[offsets[node+1]]` (excluded),
-///
-/// *Note*: The edges must be sorted according to the starting node, that is,
-/// The sub-vector from `edges[offsets[node]]` (included) to `edges[offsets[node + 1]]` (excluded)
-/// for any `node` should be sorted.
-#[derive(Debug, Hash, PartialEq, Eq, Clone, Serialize, Deserialize)]
-pub struct EdgeVec<Id: IdType, L: IdType = Id> {
-    offsets: OffsetIndex,
-    edges: Vec<Id>,
-    labels: Option<Vec<L>>,
-}
-
-pub trait EdgeVecTrait<Id: IdType, L: IdType> {
-    fn get_offsets(&self) -> &OffsetIndex;
-    fn get_edges(&self) -> &[Id];
-    fn get_labels(&self) -> &[L];
-
-    #[inline]
-    fn num_nodes(&self) -> usize {
-        self.get_offsets().len() - 1
-    }
-
-    #[inline]
-    fn num_edges(&self) -> usize {
-        self.get_edges().len()
-    }
-
-    #[inline]
-    fn neighbors(&self, node: Id) -> &[Id] {
-        assert!(self.has_node(node));
-        //        if !self.has_node(node) {
-        //            error!("Node {:?} does not exist", node);
-        //            return &[];
-        //        }
-        let start = self.get_offsets().index(node.id());
-        let end = self.get_offsets().index(node.id() + 1);
-
-        &self.get_edges()[start..end]
-    }
-
-    #[inline]
-    fn degree(&self, node: Id) -> usize {
-        assert!(self.has_node(node));
-        //        if !self.has_node(node) {
-        //            error!("Node {:?} does not exist", node);
-        //            return 0;
-        //        }
-        let start = self.get_offsets().index(node.id());
-        let end = self.get_offsets().index(node.id() + 1);
-
-        end - start
-    }
-
-    #[inline]
-    fn has_node(&self, node: Id) -> bool {
-        node.id() < self.num_nodes()
-    }
-
-    #[inline]
-    fn find_edge_index(&self, start: Id, target: Id) -> Option<usize> {
-        if !(self.has_node(start) && self.has_node(target)) {
-            None
-        } else {
-            let neighbors = self.neighbors(start);
-            let found = neighbors.binary_search(&target);
-            match found {
-                Err(_) => None,
-                Ok(idx) => Some(self.get_offsets().index(start.id()) + idx),
-            }
-        }
-    }
-
-    #[inline]
-    fn find_edge_label_id(&self, start: Id, target: Id) -> Option<&L> {
-        let labels = self.get_labels();
-
-        if labels.is_empty() {
-            return None;
-        }
-
-        let idx_opt = self.find_edge_index(start, target);
-        match idx_opt {
-            None => None,
-            Some(idx) => labels.get(idx),
-        }
-    }
-
-    #[inline]
-    fn has_edge(&self, start: Id, target: Id) -> bool {
-        self.find_edge_index(start, target).is_some()
-    }
-}
-
-impl<Id: IdType, L: IdType> EdgeVec<Id, L> {
-    pub fn new(offsets: Vec<usize>, edges: Vec<Id>) -> Self {
-        EdgeVec {
-            offsets: offsets.into(),
-            edges,
-            labels: None,
-        }
-    }
-
-    pub fn with_labels(offsets: Vec<usize>, edges: Vec<Id>, labels: Vec<L>) -> Self {
-        if edges.len() != labels.len() {
-            panic!(
-                "Unequal length: there are {} edges, but {} labels",
-                edges.len(),
-                labels.len()
-            );
-        }
-        EdgeVec {
-            offsets: offsets.into(),
-            edges,
-            labels: Some(labels),
-        }
-    }
-
-    pub fn from_raw(offsets: Vec<usize>, edges: Vec<Id>, labels: Option<Vec<L>>) -> Self {
-        match labels {
-            Some(labels) => EdgeVec::with_labels(offsets, edges, labels),
-            None => EdgeVec::new(offsets, edges),
-        }
-    }
-
-    pub fn from_raw_index(offsets: OffsetIndex, edges: Vec<Id>, labels: Option<Vec<L>>) -> Self {
-        EdgeVec {
-            offsets,
-            edges,
-            labels,
-        }
-    }
-
-    pub fn remove_labels(&mut self) {
-        self.labels = None;
-    }
-
-    pub fn clear(&mut self) {
-        self.offsets.clear();
-        self.edges.clear();
-        if let Some(ref mut labels) = self.labels {
-            labels.clear();
-        }
-    }
-
-    pub fn shrink_to_fit(&mut self) {
-        self.offsets.shrink_to_fit();
-        self.edges.shrink_to_fit();
-        if let Some(ref mut labels) = self.labels {
-            labels.shrink_to_fit();
-        }
-    }
-}
-
-impl<Id: IdType, L: IdType> EdgeVecTrait<Id, L> for EdgeVec<Id, L> {
-    #[inline]
-    fn get_offsets(&self) -> &OffsetIndex {
-        &self.offsets
-    }
-
-    #[inline]
-    fn get_edges(&self) -> &[Id] {
-        &self.edges
-    }
-
-    #[inline]
-    fn get_labels(&self) -> &[L] {
-        match self.labels {
-            Some(ref labels) => &labels[..],
-            None => &[],
-        }
-    }
-}
-
-impl<Id: IdType, L: IdType> Default for EdgeVec<Id, L> {
-    fn default() -> Self {
-        EdgeVec::new(vec![0], Vec::new())
-    }
-}
-
-/// Add two `EdgeVec`s following the rules:
-/// * The `edges` will be the merged vector, duplication will be removed.
-/// * The `labels` if some, will be the merged vector. We assume that the label is the same
-///   for two same edges (same `src` and `dst`) is the same, hence the label will be randomly
-///   picked up in either `EdgeVec`. If they contain different labels, it will end with indefinite
-///   results.
-/// * The `offsets` will be of the length of the longer one, and reshifted according to the
-///   merged `edges`.
-///
-/// # Panic
-///
-/// One `EdgeVec` has `Some(labels)`, but the other has `None`.
-impl<Id: IdType, L: IdType> Add for EdgeVec<Id, L> {
-    type Output = EdgeVec<Id, L>;
-
-    fn add(self, other: EdgeVec<Id, L>) -> Self::Output {
-        assert_eq!(self.labels.is_some(), other.labels.is_some());
-        let (smaller, larger) = if self.offsets.len() <= other.offsets.len() {
-            (self, other)
-        } else {
-            (other, self)
-        };
-
-        if smaller.offsets.is_empty() {
-            return larger;
-        }
-
-        //        let len = smaller.edges.len() + larger.edges.len();
-        let s_num_nodes = smaller.offsets.len() - 1;
-        let num_nodes = larger.offsets.len() - 1;
-
-        let mut edges = Vec::new(); //Vec::with_capacity(len);
-        let mut labels = Vec::new(); //Vec::with_capacity(len);
-        let mut offsets = OffsetIndex::new(); //Vec::with_capacity(num_nodes + 1);
-        offsets.push(0);
-
-        for node in 0..s_num_nodes {
-            let (s1, e1) = (smaller.offsets.index(node), smaller.offsets.index(node + 1));
-            let (s2, e2) = (larger.offsets.index(node), larger.offsets.index(node + 1));
-            let mut num_nbrs = 0;
-
-            if smaller.labels.is_none() {
-                let merged_nbrs = smaller
-                    .edges
-                    .iter()
-                    .skip(s1)
-                    .take(e1 - s1)
-                    .merge(larger.edges.iter().skip(s2).take(e2 - s2))
-                    .dedup();
-
-                for &nbr in merged_nbrs {
-                    edges.push(nbr);
-                    num_nbrs += 1;
-                }
-            } else {
-                let merged_nbrs = smaller
-                    .edges
-                    .iter()
-                    .skip(s1)
-                    .take(e1 - s1)
-                    .zip(
-                        smaller
-                            .labels
-                            .as_ref()
-                            .unwrap()
-                            .iter()
-                            .skip(s1)
-                            .take(e1 - s1),
-                    )
-                    .merge(
-                        larger.edges.iter().skip(s2).take(e2 - s2).zip(
-                            larger
-                                .labels
-                                .as_ref()
-                                .unwrap()
-                                .iter()
-                                .skip(s2)
-                                .take(e2 - s2),
-                        ),
-                    )
-                    .unique_by(|x| x.0);
-
-                for (&nbr, &lab) in merged_nbrs {
-                    edges.push(nbr);
-                    labels.push(lab);
-                    num_nbrs += 1;
-                }
-            }
-
-            let offset = offsets.last().unwrap() + num_nbrs;
-            offsets.push(offset);
-        }
-
-        if s_num_nodes < num_nodes {
-            let last_off = larger.offsets.index(s_num_nodes);
-            edges.extend(larger.edges.iter().skip(last_off));
-            if larger.labels.is_some() {
-                labels.extend(larger.labels.as_ref().unwrap().iter().skip(last_off));
-            }
-
-            let extra_off = offsets.last().unwrap() - larger.offsets.index(s_num_nodes);
-            offsets.extend(
-                larger
-                    .offsets
-                    .iter()
-                    .skip(s_num_nodes + 1)
-                    .map(|x| x + extra_off),
-            );
-        }
-
-        EdgeVec {
-            offsets,
-            edges,
-            labels: if smaller.labels.is_none() {
-                None
-            } else {
-                Some(labels)
-            },
-        }
-    }
-}
-
-#[cfg(test)]
-mod test {
-    use super::*;
-
-    #[test]
-    fn test_offset_index() {
-        let offset_index = OffsetIndex {
-            base_level: vec![0, 1, 2, 3, 4, 5],
-            second_level: vec![3, 5, 6],
-        };
-
-        let exp_offsets = vec![
-            0_usize,
-            1,
-            2,
-            1 << BITS_U32 | 3,
-            1 << BITS_U32 | 4,
-            2 << BITS_U32 | 5,
-        ];
-        let mut i = 0;
-        while i < offset_index.len() {
-            let offset = offset_index.index(i);
-            assert_eq!(exp_offsets[i], offset);
-            i += 1;
-        }
-
-        let mut offset_index = OffsetIndex::new();
-        offset_index.push(0);
-        offset_index.push(1);
-        assert_eq!(offset_index.len(), 2);
-        assert_eq!(offset_index.index(0), 0);
-        assert_eq!(offset_index.index(1), 1);
-
-        offset_index.push(1 << BITS_U32 | 3);
-        assert_eq!(offset_index.last().unwrap(), 1 << BITS_U32 | 3);
-
-        offset_index.push(5 << BITS_U32 | 4);
-        assert_eq!(offset_index.last().unwrap(), 5 << BITS_U32 | 4);
-
-        let offset_index = OffsetIndex::from(exp_offsets.clone());
-        let mut i = 0;
-        while i < offset_index.len() {
-            let offset = offset_index.index(i);
-            assert_eq!(exp_offsets[i], offset);
-            i += 1;
-        }
-    }
-
-    #[test]
-    fn test_merge() {
-        let edges1 = EdgeVec::<u32>::new(vec![0, 2, 4, 6, 8], vec![1_u32, 3, 0, 2, 1, 3, 0, 2]);
-
-        let edges2 = EdgeVec::<u32>::new(vec![0, 1, 2, 3, 4], vec![2_u32, 3, 0, 1]);
-
-        let edges = edges1 + edges2;
-
-        assert_eq!(edges.offsets, vec![0, 3, 6, 9, 12].into());
-
-        assert_eq!(edges.edges, vec![1, 2, 3, 0, 2, 3, 0, 1, 3, 0, 1, 2]);
-
-        assert!(edges.labels.is_none());
-    }
-
-    #[test]
-    fn test_merge_with_label() {
-        let edges1 = EdgeVec::<u32>::with_labels(
-            vec![0, 2, 4, 6, 8],
-            vec![1_u32, 3, 0, 2, 1, 3, 0, 2],
-            vec![1, 3, 1, 3, 3, 5, 3, 5],
-        );
-
-        let edges2 = EdgeVec::<u32>::with_labels(
-            vec![0, 1, 2, 3, 4],
-            vec![2_u32, 3, 0, 1],
-            vec![2, 4, 2, 4],
-        );
-
-        let edges = edges1 + edges2;
-
-        assert_eq!(edges.offsets, vec![0, 3, 6, 9, 12].into());
-
-        assert_eq!(edges.edges, vec![1, 2, 3, 0, 2, 3, 0, 1, 3, 0, 1, 2]);
-
-        assert_eq!(edges.labels, Some(vec![1, 2, 3, 1, 3, 4, 2, 3, 5, 3, 4, 5]));
-    }
-
-    #[test]
-    fn test_merge_with_comm_edges() {
-        let edges1 = EdgeVec::<u32>::with_labels(
-            vec![0, 2, 4, 6, 8],
-            vec![1_u32, 3, 0, 2, 1, 3, 0, 2],
-            vec![1, 3, 1, 3, 3, 5, 3, 5],
-        );
-
-        let edges2 = EdgeVec::<u32>::with_labels(
-            vec![0, 2, 5, 7, 8],
-            vec![1_u32, 2, 0, 2, 3, 0, 1, 1],
-            vec![1, 2, 1, 3, 4, 2, 3, 4],
-        );
-
-        let edges = edges1 + edges2;
-
-        assert_eq!(edges.offsets, vec![0, 3, 6, 9, 12].into());
-
-        assert_eq!(edges.edges, vec![1, 2, 3, 0, 2, 3, 0, 1, 3, 0, 1, 2]);
-
-        assert_eq!(edges.labels, Some(vec![1, 2, 3, 1, 3, 4, 2, 3, 5, 3, 4, 5]));
-    }
-
-    #[test]
-    fn test_merge_with_more_nodes() {
-        let edges1 = EdgeVec::<u32>::with_labels(
-            vec![0, 2, 4, 6],
-            vec![1_u32, 2, 0, 2, 0, 1],
-            vec![1, 2, 1, 3, 2, 3],
-        );
-
-        let edges2 = EdgeVec::<u32>::with_labels(
-            vec![0, 1, 2, 3, 6, 7],
-            vec![3_u32, 3, 3, 0, 1, 2, 2],
-            vec![3, 4, 5, 3, 4, 5, 6],
-        );
-
-        let edges = edges1 + edges2;
-
-        assert_eq!(edges.offsets, vec![0, 3, 6, 9, 12, 13].into());
-
-        assert_eq!(edges.edges, vec![1, 2, 3, 0, 2, 3, 0, 1, 3, 0, 1, 2, 2]);
-
-        assert_eq!(
-            edges.labels,
-            Some(vec![1, 2, 3, 1, 3, 4, 2, 3, 5, 3, 4, 5, 6])
-        );
-    }
-
-    #[test]
-    fn test_merge_with_empty_edges() {
-        let edges1 = EdgeVec::<u32>::new(vec![0, 0], vec![]);
-
-        let edges2 = EdgeVec::<u32>::new(vec![0, 1, 2, 3, 6, 7], vec![3_u32, 3, 3, 0, 1, 2, 2]);
-
-        let edges = edges1 + edges2;
-
-        assert_eq!(edges.offsets, vec![0, 1, 2, 3, 6, 7].into());
-
-        assert_eq!(edges.edges, vec![3_u32, 3, 3, 0, 1, 2, 2]);
-    }
-
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+use crate::generic::{IdType, Iter};
+use itertools::Itertools;
+use std::ops::Add;
+
+static BITS_U32: usize = 32;
+
+/// To main the offset in the more compact form, instead of directly using `Vec<usize>`,
+/// we introduce a two-level index, the base level records the base offset using `Vec<u32>`,
+/// if an `u32` is overflow, we shift the overflow bits' information to the second level.
+/// The second-level index is a `Vec<usize>`, where the `i-th` element maintains the offsets in
+/// the base level that has the overflow bits represent the number `i`. For example, if we have
+/// the second-level index as `vec![1000, 50000, 600]`, it means that the first 1000 elements
+/// in the `base_level` index has offset bit `0` (no offset), while from 1000 ~ 50000, has offset
+/// bit `1`, meaning there actual offset should be `1 << 32 | base_level[i]`.
+#[derive(Debug, Hash, PartialEq, Eq, Clone, Serialize, Deserialize)]
+pub struct OffsetIndex {
+    /// The base-level index
+    base_level: Vec<u32>,
+    /// The second-level index
+    second_level: Vec<usize>,
+}
+
+impl From<Vec<usize>> for OffsetIndex {
+    fn from(offsets: Vec<usize>) -> Self {
+        let mut offset_idx = Self::with_capacity(offsets.len());
+
+        for offset in offsets {
+            offset_idx.push(offset);
+        }
+
+        offset_idx
+    }
+}
+
+impl OffsetIndex {
+    pub fn new() -> Self {
+        Self {
+            base_level: Vec::new(),
+            second_level: Vec::new(),
+        }
+    }
+
+    pub fn with_capacity(capacity: usize) -> Self {
+        Self {
+            base_level: Vec::with_capacity(capacity),
+            second_level: Vec::new(),
+        }
+    }
+
+    pub fn len(&self) -> usize {
+        self.base_level.len()
+    }
+
+    pub fn clear(&mut self) {
+        self.base_level.clear();
+        self.second_level.clear();
+    }
+
+    pub fn is_empty(&self) -> bool {
+        self.base_level.is_empty()
+    }
+
+    pub fn index(&self, index: usize) -> usize {
+        if index < self.len() {
+            let mut oflow_bit = 0;
+            for (i, &off) in self.second_level.iter().enumerate() {
+                if index < off {
+                    oflow_bit = i;
+                    break;
+                }
+            }
+            oflow_bit << BITS_U32 | self.base_level[index] as usize
+        } else {
+            panic!("index {} is overflowed", index)
+        }
+    }
+
+    pub fn last(&self) -> Option<usize> {
+        if self.is_empty() {
+            None
+        } else {
+            Some(self.index(self.len() - 1))
+        }
+    }
+
+    pub fn push(&mut self, offset: usize) {
+        let u32_part = offset as u32;
+        let oflow_part = offset >> BITS_U32;
+
+        let last_off = self.last().unwrap_or(0);
+        assert!(last_off <= offset);
+
+        if self.is_empty() {
+            self.second_level.push(0);
+        } else {
+            let last_off_oflow = self.second_level[last_off >> BITS_U32];
+
+            while self.second_level.len() < oflow_part + 1 {
+                self.second_level.push(last_off_oflow);
+            }
+        }
+
+        self.second_level[oflow_part] += 1;
+        self.base_level.push(u32_part);
+    }
+
+    pub fn shrink_to_fit(&mut self) {
+        self.base_level.shrink_to_fit();
+        self.second_level.shrink_to_fit();
+    }
+
+    fn extend<T: IntoIterator<Item = usize>>(&mut self, iter: T) {
+        for elem in iter.into_iter() {
+            self.push(elem);
+        }
+    }
+
+    pub fn iter(&self) -> Iter<usize> {
+        let len = self.len();
+        Iter::new(Box::new((0..len).map(move |i| self.index(i))))
+    }
+}
+
+/// With the node indexed from 0 .. num_nodes - 1, we can maintain the edges in a compact way,
+/// using `offset` and `edges`, in which `offset[node]` maintain the start index of the given
+/// node's neighbors in `edges`. Thus, the node's neighbors is maintained in:
+/// `edges[offsets[node]]` (included) to `edges[offsets[node+1]]` (excluded),
+///
+/// *Note*: The edges must be sorted according to the starting node, that is,
+/// The sub-vector from `edges[offsets[node]]` (included) to `edges[offsets[node + 1]]` (excluded)
+/// for any `node` should be sorted.
+#[derive(Debug, Hash, PartialEq, Eq, Clone, Serialize, Deserialize)]
+pub struct EdgeVec<Id: IdType, L: IdType = Id> {
+    offsets: OffsetIndex,
+    edges: Vec<Id>,
+    labels: Option<Vec<L>>,
+}
+
+pub trait EdgeVecTrait<Id: IdType, L: IdType> {
+    fn get_offsets(&self) -> &OffsetIndex;
+    fn get_edges(&self) -> &[Id];
+    fn get_labels(&self) -> &[L];
+
+    #[inline]
+    fn num_nodes(&self) -> usize {
+        self.get_offsets().len() - 1
+    }
+
+    #[inline]
+    fn num_edges(&self) -> usize {
+        self.get_edges().len()
+    }
+
+    #[inline]
+    fn neighbors(&self, node: Id) -> &[Id] {
+        assert!(self.has_node(node));
+        //        if !self.has_node(node) {
+        //            error!("Node {:?} does not exist", node);
+        //            return &[];
+        //        }
+        let start = self.get_offsets().index(node.id());
+        let end = self.get_offsets().index(node.id() + 1);
+
+        &self.get_edges()[start..end]
+    }
+
+    #[inline]
+    fn degree(&self, node: Id) -> usize {
+        assert!(self.has_node(node));
+        //        if !self.has_node(node) {
+        //            error!("Node {:?} does not exist", node);
+        //            return 0;
+        //        }
+        let start = self.get_offsets().index(node.id());
+        let end = self.get_offsets().index(node.id() + 1);
+
+        end - start
+    }
+
+    #[inline]
+    fn has_node(&self, node: Id) -> bool {
+        node.id() < self.num_nodes()
+    }
+
+    #[inline]
+    fn find_edge_index(&self, start: Id, target: Id) -> Option<usize> {
+        if !(self.has_node(start) && self.has_node(target)) {
+            None
+        } else {
+            let neighbors = self.neighbors(start);
+            let found = neighbors.binary_search(&target);
+            match found {
+                Err(_) => None,
+                Ok(idx) => Some(self.get_offsets().index(start.id()) + idx),
+            }
+        }
+    }
+
+    #[inline]
+    fn find_edge_label_id(&self, start: Id, target: Id) -> Option<&L> {
+        let labels = self.get_labels();
+
+        if labels.is_empty() {
+            return None;
+        }
+
+        let idx_opt = self.find_edge_index(start, target);
+        match idx_opt {
+            None => None,
+            Some(idx) => labels.get(idx),
+        }
+    }
+
+    #[inline]
+    fn has_edge(&self, start: Id, target: Id) -> bool {
+        self.find_edge_index(start, target).is_some()
+    }
+}
+
+impl<Id: IdType, L: IdType> EdgeVec<Id, L> {
+    pub fn new(offsets: Vec<usize>, edges: Vec<Id>) -> Self {
+        EdgeVec {
+            offsets: offsets.into(),
+            edges,
+            labels: None,
+        }
+    }
+
+    pub fn with_labels(offsets: Vec<usize>, edges: Vec<Id>, labels: Vec<L>) -> Self {
+        if edges.len() != labels.len() {
+            panic!(
+                "Unequal length: there are {} edges, but {} labels",
+                edges.len(),
+                labels.len()
+            );
+        }
+        EdgeVec {
+            offsets: offsets.into(),
+            edges,
+            labels: Some(labels),
+        }
+    }
+
+    pub fn from_raw(offsets: Vec<usize>, edges: Vec<Id>, labels: Option<Vec<L>>) -> Self {
+        match labels {
+            Some(labels) => EdgeVec::with_labels(offsets, edges, labels),
+            None => EdgeVec::new(offsets, edges),
+        }
+    }
+
+    pub fn from_raw_index(offsets: OffsetIndex, edges: Vec<Id>, labels: Option<Vec<L>>) -> Self {
+        EdgeVec {
+            offsets,
+            edges,
+            labels,
+        }
+    }
+
+    pub fn remove_labels(&mut self) {
+        self.labels = None;
+    }
+
+    pub fn clear(&mut self) {
+        self.offsets.clear();
+        self.edges.clear();
+        if let Some(ref mut labels) = self.labels {
+            labels.clear();
+        }
+    }
+
+    pub fn shrink_to_fit(&mut self) {
+        self.offsets.shrink_to_fit();
+        self.edges.shrink_to_fit();
+        if let Some(ref mut labels) = self.labels {
+            labels.shrink_to_fit();
+        }
+    }
+}
+
+impl<Id: IdType, L: IdType> EdgeVecTrait<Id, L> for EdgeVec<Id, L> {
+    #[inline]
+    fn get_offsets(&self) -> &OffsetIndex {
+        &self.offsets
+    }
+
+    #[inline]
+    fn get_edges(&self) -> &[Id] {
+        &self.edges
+    }
+
+    #[inline]
+    fn get_labels(&self) -> &[L] {
+        match self.labels {
+            Some(ref labels) => &labels[..],
+            None => &[],
+        }
+    }
+}
+
+impl<Id: IdType, L: IdType> Default for EdgeVec<Id, L> {
+    fn default() -> Self {
+        EdgeVec::new(vec![0], Vec::new())
+    }
+}
+
+/// Add two `EdgeVec`s following the rules:
+/// * The `edges` will be the merged vector, duplication will be removed.
+/// * The `labels` if some, will be the merged vector. We assume that the label is the same
+///   for two same edges (same `src` and `dst`) is the same, hence the label will be randomly
+///   picked up in either `EdgeVec`. If they contain different labels, it will end with indefinite
+///   results.
+/// * The `offsets` will be of the length of the longer one, and reshifted according to the
+///   merged `edges`.
+///
+/// # Panic
+///
+/// One `EdgeVec` has `Some(labels)`, but the other has `None`.
+impl<Id: IdType, L: IdType> Add for EdgeVec<Id, L> {
+    type Output = EdgeVec<Id, L>;
+
+    fn add(self, other: EdgeVec<Id, L>) -> Self::Output {
+        assert_eq!(self.labels.is_some(), other.labels.is_some());
+        let (smaller, larger) = if self.offsets.len() <= other.offsets.len() {
+            (self, other)
+        } else {
+            (other, self)
+        };
+
+        if smaller.offsets.is_empty() {
+            return larger;
+        }
+
+        //        let len = smaller.edges.len() + larger.edges.len();
+        let s_num_nodes = smaller.offsets.len() - 1;
+        let num_nodes = larger.offsets.len() - 1;
+
+        let mut edges = Vec::new(); //Vec::with_capacity(len);
+        let mut labels = Vec::new(); //Vec::with_capacity(len);
+        let mut offsets = OffsetIndex::new(); //Vec::with_capacity(num_nodes + 1);
+        offsets.push(0);
+
+        for node in 0..s_num_nodes {
+            let (s1, e1) = (smaller.offsets.index(node), smaller.offsets.index(node + 1));
+            let (s2, e2) = (larger.offsets.index(node), larger.offsets.index(node + 1));
+            let mut num_nbrs = 0;
+
+            if smaller.labels.is_none() {
+                let merged_nbrs = smaller
+                    .edges
+                    .iter()
+                    .skip(s1)
+                    .take(e1 - s1)
+                    .merge(larger.edges.iter().skip(s2).take(e2 - s2))
+                    .dedup();
+
+                for &nbr in merged_nbrs {
+                    edges.push(nbr);
+                    num_nbrs += 1;
+                }
+            } else {
+                let merged_nbrs = smaller
+                    .edges
+                    .iter()
+                    .skip(s1)
+                    .take(e1 - s1)
+                    .zip(
+                        smaller
+                            .labels
+                            .as_ref()
+                            .unwrap()
+                            .iter()
+                            .skip(s1)
+                            .take(e1 - s1),
+                    )
+                    .merge(
+                        larger.edges.iter().skip(s2).take(e2 - s2).zip(
+                            larger
+                                .labels
+                                .as_ref()
+                                .unwrap()
+                                .iter()
+                                .skip(s2)
+                                .take(e2 - s2),
+                        ),
+                    )
+                    .unique_by(|x| x.0);
+
+                for (&nbr, &lab) in merged_nbrs {
+                    edges.push(nbr);
+                    labels.push(lab);
+                    num_nbrs += 1;
+                }
+            }
+
+            let offset = offsets.last().unwrap() + num_nbrs;
+            offsets.push(offset);
+        }
+
+        if s_num_nodes < num_nodes {
+            let last_off = larger.offsets.index(s_num_nodes);
+            edges.extend(larger.edges.iter().skip(last_off));
+            if larger.labels.is_some() {
+                labels.extend(larger.labels.as_ref().unwrap().iter().skip(last_off));
+            }
+
+            let extra_off = offsets.last().unwrap() - larger.offsets.index(s_num_nodes);
+            offsets.extend(
+                larger
+                    .offsets
+                    .iter()
+                    .skip(s_num_nodes + 1)
+                    .map(|x| x + extra_off),
+            );
+        }
+
+        EdgeVec {
+            offsets,
+            edges,
+            labels: if smaller.labels.is_none() {
+                None
+            } else {
+                Some(labels)
+            },
+        }
+    }
+}
+
+#[cfg(test)]
+mod test {
+    use super::*;
+
+    #[test]
+    fn test_offset_index() {
+        let offset_index = OffsetIndex {
+            base_level: vec![0, 1, 2, 3, 4, 5],
+            second_level: vec![3, 5, 6],
+        };
+
+        let exp_offsets = vec![
+            0_usize,
+            1,
+            2,
+            1 << BITS_U32 | 3,
+            1 << BITS_U32 | 4,
+            2 << BITS_U32 | 5,
+        ];
+        let mut i = 0;
+        while i < offset_index.len() {
+            let offset = offset_index.index(i);
+            assert_eq!(exp_offsets[i], offset);
+            i += 1;
+        }
+
+        let mut offset_index = OffsetIndex::new();
+        offset_index.push(0);
+        offset_index.push(1);
+        assert_eq!(offset_index.len(), 2);
+        assert_eq!(offset_index.index(0), 0);
+        assert_eq!(offset_index.index(1), 1);
+
+        offset_index.push(1 << BITS_U32 | 3);
+        assert_eq!(offset_index.last().unwrap(), 1 << BITS_U32 | 3);
+
+        offset_index.push(5 << BITS_U32 | 4);
+        assert_eq!(offset_index.last().unwrap(), 5 << BITS_U32 | 4);
+
+        let offset_index = OffsetIndex::from(exp_offsets.clone());
+        let mut i = 0;
+        while i < offset_index.len() {
+            let offset = offset_index.index(i);
+            assert_eq!(exp_offsets[i], offset);
+            i += 1;
+        }
+    }
+
+    #[test]
+    fn test_merge() {
+        let edges1 = EdgeVec::<u32>::new(vec![0, 2, 4, 6, 8], vec![1_u32, 3, 0, 2, 1, 3, 0, 2]);
+
+        let edges2 = EdgeVec::<u32>::new(vec![0, 1, 2, 3, 4], vec![2_u32, 3, 0, 1]);
+
+        let edges = edges1 + edges2;
+
+        assert_eq!(edges.offsets, vec![0, 3, 6, 9, 12].into());
+
+        assert_eq!(edges.edges, vec![1, 2, 3, 0, 2, 3, 0, 1, 3, 0, 1, 2]);
+
+        assert!(edges.labels.is_none());
+    }
+
+    #[test]
+    fn test_merge_with_label() {
+        let edges1 = EdgeVec::<u32>::with_labels(
+            vec![0, 2, 4, 6, 8],
+            vec![1_u32, 3, 0, 2, 1, 3, 0, 2],
+            vec![1, 3, 1, 3, 3, 5, 3, 5],
+        );
+
+        let edges2 = EdgeVec::<u32>::with_labels(
+            vec![0, 1, 2, 3, 4],
+            vec![2_u32, 3, 0, 1],
+            vec![2, 4, 2, 4],
+        );
+
+        let edges = edges1 + edges2;
+
+        assert_eq!(edges.offsets, vec![0, 3, 6, 9, 12].into());
+
+        assert_eq!(edges.edges, vec![1, 2, 3, 0, 2, 3, 0, 1, 3, 0, 1, 2]);
+
+        assert_eq!(edges.labels, Some(vec![1, 2, 3, 1, 3, 4, 2, 3, 5, 3, 4, 5]));
+    }
+
+    #[test]
+    fn test_merge_with_comm_edges() {
+        let edges1 = EdgeVec::<u32>::with_labels(
+            vec![0, 2, 4, 6, 8],
+            vec![1_u32, 3, 0, 2, 1, 3, 0, 2],
+            vec![1, 3, 1, 3, 3, 5, 3, 5],
+        );
+
+        let edges2 = EdgeVec::<u32>::with_labels(
+            vec![0, 2, 5, 7, 8],
+            vec![1_u32, 2, 0, 2, 3, 0, 1, 1],
+            vec![1, 2, 1, 3, 4, 2, 3, 4],
+        );
+
+        let edges = edges1 + edges2;
+
+        assert_eq!(edges.offsets, vec![0, 3, 6, 9, 12].into());
+
+        assert_eq!(edges.edges, vec![1, 2, 3, 0, 2, 3, 0, 1, 3, 0, 1, 2]);
+
+        assert_eq!(edges.labels, Some(vec![1, 2, 3, 1, 3, 4, 2, 3, 5, 3, 4, 5]));
+    }
+
+    #[test]
+    fn test_merge_with_more_nodes() {
+        let edges1 = EdgeVec::<u32>::with_labels(
+            vec![0, 2, 4, 6],
+            vec![1_u32, 2, 0, 2, 0, 1],
+            vec![1, 2, 1, 3, 2, 3],
+        );
+
+        let edges2 = EdgeVec::<u32>::with_labels(
+            vec![0, 1, 2, 3, 6, 7],
+            vec![3_u32, 3, 3, 0, 1, 2, 2],
+            vec![3, 4, 5, 3, 4, 5, 6],
+        );
+
+        let edges = edges1 + edges2;
+
+        assert_eq!(edges.offsets, vec![0, 3, 6, 9, 12, 13].into());
+
+        assert_eq!(edges.edges, vec![1, 2, 3, 0, 2, 3, 0, 1, 3, 0, 1, 2, 2]);
+
+        assert_eq!(
+            edges.labels,
+            Some(vec![1, 2, 3, 1, 3, 4, 2, 3, 5, 3, 4, 5, 6])
+        );
+    }
+
+    #[test]
+    fn test_merge_with_empty_edges() {
+        let edges1 = EdgeVec::<u32>::new(vec![0, 0], vec![]);
+
+        let edges2 = EdgeVec::<u32>::new(vec![0, 1, 2, 3, 6, 7], vec![3_u32, 3, 3, 0, 1, 2, 2]);
+
+        let edges = edges1 + edges2;
+
+        assert_eq!(edges.offsets, vec![0, 1, 2, 3, 6, 7].into());
+
+        assert_eq!(edges.edges, vec![3_u32, 3, 3, 0, 1, 2, 2]);
+    }
+
+}
diff --git a/src/graph_impl/static_graph/graph.rs b/src/graph_impl/static_graph/graph.rs
index 3ddcd184..6b88e6d8 100644
--- a/src/graph_impl/static_graph/graph.rs
+++ b/src/graph_impl/static_graph/graph.rs
@@ -1,705 +1,705 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-use std::borrow::Cow;
-use std::hash::{Hash, Hasher};
-use std::marker::PhantomData;
-
-use itertools::Itertools;
-use serde;
-
-use crate::generic::{
-    DefaultId, DefaultTy, DiGraphTrait, Directed, EdgeType, GeneralGraph, GraphLabelTrait,
-    GraphTrait, GraphType, IdType, Iter, MapTrait, MutMapTrait, NodeType, UnGraphTrait, Undirected,
-};
-use crate::graph_impl::static_graph::node::StaticNode;
-use crate::graph_impl::static_graph::static_edge_iter::StaticEdgeIndexIter;
-use crate::graph_impl::static_graph::{EdgeVec, EdgeVecTrait};
-use crate::graph_impl::{Edge, GraphImpl};
-use crate::io::serde::{Deserialize, Serialize};
-use crate::map::SetMap;
-use std::ops::Add;
-
-pub type TypedUnStaticGraph<Id, NL, EL = NL, L = Id> = TypedStaticGraph<Id, NL, EL, Undirected, L>;
-pub type TypedDiStaticGraph<Id, NL, EL = NL, L = Id> = TypedStaticGraph<Id, NL, EL, Directed, L>;
-pub type StaticGraph<NL, EL, Ty = DefaultTy, L = DefaultId> =
-    TypedStaticGraph<DefaultId, NL, EL, Ty, L>;
-pub type UnStaticGraph<NL, EL = NL, L = DefaultId> = StaticGraph<NL, EL, Undirected, L>;
-pub type DiStaticGraph<NL, EL = NL, L = DefaultId> = StaticGraph<NL, EL, Directed, L>;
-
-/// `StaticGraph` is a memory-compact graph data structure.
-/// The labels of both nodes and edges, if exist, are encoded as `Integer`.
-#[derive(Debug, Clone, Default, Serialize, Deserialize)]
-pub struct TypedStaticGraph<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType = Id>
-{
-    num_nodes: usize,
-    num_edges: usize,
-    edge_vec: EdgeVec<Id, L>,
-    in_edge_vec: Option<EdgeVec<Id, L>>,
-    // Maintain the node's labels, whose index is aligned with `offsets`.
-    labels: Option<Vec<L>>,
-    // A marker of thr graph type, namely, directed or undirected.
-    graph_type: PhantomData<Ty>,
-    // A map of node labels.
-    node_label_map: SetMap<NL>,
-    // A map of edge labels.
-    edge_label_map: SetMap<EL>,
-}
-
-impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> PartialEq
-    for TypedStaticGraph<Id, NL, EL, Ty, L>
-{
-    fn eq(&self, other: &TypedStaticGraph<Id, NL, EL, Ty, L>) -> bool {
-        if !self.node_count() == other.node_count() || !self.edge_count() == other.edge_count() {
-            return false;
-        }
-
-        for n in self.node_indices() {
-            if !other.has_node(n) || self.get_node_label(n) != other.get_node_label(n) {
-                return false;
-            }
-        }
-
-        for (s, d) in self.edge_indices() {
-            if !other.has_edge(s, d) || self.get_edge_label(s, d) != other.get_edge_label(s, d) {
-                return false;
-            }
-        }
-
-        true
-    }
-}
-
-impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Eq
-    for TypedStaticGraph<Id, NL, EL, Ty, L>
-{
-}
-
-impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Hash
-    for TypedStaticGraph<Id, NL, EL, Ty, L>
-{
-    fn hash<H: Hasher>(&self, state: &mut H) {
-        {
-            let nodes = self.node_indices().sorted();
-            nodes.hash(state);
-
-            let node_labels = nodes
-                .into_iter()
-                .map(|n| self.get_node_label(n))
-                .collect_vec();
-            node_labels.hash(state);
-        }
-        {
-            let edges = self.edge_indices().sorted();
-            edges.hash(state);
-            let edge_labels = edges
-                .into_iter()
-                .map(|(s, d)| self.get_edge_label(s, d))
-                .collect_vec();
-            edge_labels.hash(state);
-        }
-    }
-}
-
-impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Serialize
-    for TypedStaticGraph<Id, NL, EL, Ty, L>
-where
-    Id: serde::Serialize,
-    NL: serde::Serialize,
-    EL: serde::Serialize,
-    L: serde::Serialize,
-{
-}
-
-impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Deserialize
-    for TypedStaticGraph<Id, NL, EL, Ty, L>
-where
-    Id: for<'de> serde::Deserialize<'de>,
-    NL: for<'de> serde::Deserialize<'de>,
-    EL: for<'de> serde::Deserialize<'de>,
-    L: for<'de> serde::Deserialize<'de>,
-{
-}
-
-impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
-    TypedStaticGraph<Id, NL, EL, Ty, L>
-{
-    pub fn empty() -> Self {
-        Self::new(EdgeVec::default(), None, None, None)
-    }
-
-    pub fn new(
-        edges: EdgeVec<Id, L>,
-        in_edges: Option<EdgeVec<Id, L>>,
-        num_nodes: Option<usize>,
-        num_edges: Option<usize>,
-    ) -> Self {
-        if Ty::is_directed() {
-            if in_edges.is_none() {
-                panic!("In edges should be provided for directed graph.");
-            }
-
-            let num_of_in_edges = in_edges.as_ref().unwrap().num_edges();
-            let num_of_out_edges = edges.num_edges();
-            if num_of_in_edges != num_of_out_edges {
-                debug!(
-                    "{} out edges but {} in edges.",
-                    num_of_out_edges, num_of_in_edges
-                );
-            }
-        }
-
-        let num_nodes = if let Some(num) = num_nodes {
-            if num != edges.num_nodes() {
-                debug!(
-                    "number of nodes ({}) does not match the length of edge vector ({})",
-                    num,
-                    edges.num_nodes()
-                );
-            }
-            num
-        } else {
-            edges.num_nodes()
-        };
-
-        let num_edges = if let Some(num) = num_edges {
-            num
-        } else if Ty::is_directed() {
-            edges.num_edges()
-        } else {
-            edges.num_edges() >> 1
-        };
-
-        TypedStaticGraph {
-            num_nodes,
-            num_edges,
-            edge_vec: edges,
-            in_edge_vec: in_edges,
-            labels: None,
-            node_label_map: SetMap::<NL>::new(),
-            edge_label_map: SetMap::<EL>::new(),
-            graph_type: PhantomData,
-        }
-    }
-
-    pub fn with_labels(
-        edges: EdgeVec<Id, L>,
-        in_edges: Option<EdgeVec<Id, L>>,
-        labels: Vec<L>,
-        node_label_map: SetMap<NL>,
-        edge_label_map: SetMap<EL>,
-        num_nodes: Option<usize>,
-        num_edges: Option<usize>,
-    ) -> Self {
-        if Ty::is_directed() {
-            if in_edges.is_none() {
-                panic!("In edges should be provided for directed graph.");
-            }
-
-            let num_of_in_edges = in_edges.as_ref().unwrap().num_edges();
-            let num_of_out_edges = edges.num_edges();
-            if num_of_in_edges != num_of_out_edges {
-                debug!(
-                    "{} out edges but {} in edges.",
-                    num_of_out_edges, num_of_in_edges
-                );
-            }
-        }
-
-        let num_nodes = if let Some(num) = num_nodes {
-            if num != edges.num_nodes() {
-                debug!(
-                    "Number of nodes ({}) does not match the length of edge vector ({})",
-                    num,
-                    edges.num_nodes()
-                );
-            }
-            num
-        } else {
-            edges.num_nodes()
-        };
-
-        let num_edges = if let Some(num) = num_edges {
-            num
-        } else if Ty::is_directed() {
-            edges.num_edges()
-        } else {
-            edges.num_edges() >> 1
-        };
-
-        if num_nodes != labels.len() {
-            debug!("{} nodes, but {} labels", num_nodes, labels.len());
-        }
-
-        TypedStaticGraph {
-            num_nodes,
-            num_edges,
-            edge_vec: edges,
-            in_edge_vec: in_edges,
-            labels: Some(labels),
-            node_label_map,
-            edge_label_map,
-            graph_type: PhantomData,
-        }
-    }
-
-    pub fn from_raw(
-        num_nodes: usize,
-        num_edges: usize,
-        edge_vec: EdgeVec<Id, L>,
-        in_edge_vec: Option<EdgeVec<Id, L>>,
-        labels: Option<Vec<L>>,
-        node_label_map: SetMap<NL>,
-        edge_label_map: SetMap<EL>,
-    ) -> Self {
-        if num_nodes != edge_vec.num_nodes() {
-            debug!(
-                "Number of nodes ({}) does not match the length of edge vector ({})",
-                num_nodes,
-                edge_vec.num_nodes()
-            );
-        }
-
-        if Ty::is_directed() {
-            if Ty::is_directed() {
-                if in_edge_vec.is_none() {
-                    panic!("In edges should be provided for directed graph.");
-                }
-
-                let num_of_in_edges = in_edge_vec.as_ref().unwrap().num_edges();
-                let num_of_out_edges = edge_vec.num_edges();
-                if num_of_in_edges != num_of_out_edges {
-                    debug!(
-                        "{} out edges but {} in edges.",
-                        num_of_out_edges, num_of_in_edges
-                    );
-                }
-            }
-
-            if num_edges != edge_vec.num_edges() {
-                debug!(
-                    "Directed: num_edges {}, edge_vec {} edges",
-                    num_edges,
-                    edge_vec.num_edges()
-                );
-            }
-        } else if num_edges != edge_vec.num_edges() >> 1 {
-            debug!(
-                "Undirected: num_edges {}, edge_vec {} edges",
-                num_edges,
-                edge_vec.num_edges()
-            );
-        }
-
-        if labels.is_some() {
-            let num_of_labels = labels.as_ref().unwrap().len();
-            if num_nodes != num_of_labels {
-                debug!(
-                    "There are {} nodes, but {} labels",
-                    num_nodes, num_of_labels
-                );
-            }
-        }
-
-        TypedStaticGraph {
-            num_nodes,
-            num_edges,
-            edge_vec,
-            in_edge_vec,
-            labels,
-            node_label_map,
-            edge_label_map,
-            graph_type: PhantomData,
-        }
-    }
-
-    #[inline]
-    pub fn get_edge_vec(&self) -> &EdgeVec<Id, L> {
-        &self.edge_vec
-    }
-
-    #[inline]
-    pub fn get_in_edge_vec(&self) -> &Option<EdgeVec<Id, L>> {
-        &self.in_edge_vec
-    }
-
-    #[inline]
-    pub fn get_labels(&self) -> &Option<Vec<L>> {
-        &self.labels
-    }
-
-    #[inline]
-    pub fn get_node_label_map(&self) -> &SetMap<NL> {
-        &self.node_label_map
-    }
-
-    #[inline]
-    pub fn get_edge_label_map(&self) -> &SetMap<EL> {
-        &self.edge_label_map
-    }
-
-    #[inline]
-    pub fn get_edge_vec_mut(&mut self) -> &mut EdgeVec<Id, L> {
-        &mut self.edge_vec
-    }
-
-    #[inline]
-    pub fn get_in_edge_vec_mut(&mut self) -> &mut Option<EdgeVec<Id, L>> {
-        &mut self.in_edge_vec
-    }
-
-    #[inline]
-    pub fn get_labels_mut(&mut self) -> &mut Option<Vec<L>> {
-        &mut self.labels
-    }
-
-    #[inline]
-    pub fn get_node_label_map_mut(&mut self) -> &mut SetMap<NL> {
-        &mut self.node_label_map
-    }
-
-    #[inline]
-    pub fn get_edge_label_map_mut(&mut self) -> &mut SetMap<EL> {
-        &mut self.edge_label_map
-    }
-
-    #[inline]
-    pub fn remove_node_labels(&mut self) {
-        self.labels = None;
-        self.node_label_map = SetMap::new();
-    }
-
-    #[inline]
-    pub fn remove_edge_labels(&mut self) {
-        self.edge_vec.remove_labels();
-        self.edge_label_map = SetMap::new();
-        if let Some(ref mut e) = self.in_edge_vec.as_mut() {
-            e.remove_labels()
-        }
-    }
-
-    #[inline]
-    pub fn remove_labels(&mut self) {
-        self.remove_node_labels();
-        self.remove_edge_labels();
-    }
-
-    #[inline]
-    pub fn shrink_to_fit(&mut self) {
-        self.edge_vec.shrink_to_fit();
-        if let Some(ref mut in_edge_vec) = self.in_edge_vec {
-            in_edge_vec.shrink_to_fit();
-        }
-        if let Some(ref mut labels) = self.labels {
-            labels.shrink_to_fit();
-        }
-    }
-    #[inline]
-    pub fn find_edge_index(&self, start: Id, target: Id) -> Option<usize> {
-        self.edge_vec.find_edge_index(start, target)
-    }
-}
-
-impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> GraphTrait<Id, L>
-    for TypedStaticGraph<Id, NL, EL, Ty, L>
-{
-    #[inline]
-    fn get_node(&self, id: Id) -> NodeType<Id, L> {
-        if !self.has_node(id) {
-            return NodeType::None;
-        }
-
-        match self.labels {
-            Some(ref labels) => NodeType::StaticNode(StaticNode::new_static(id, labels[id.id()])),
-            None => NodeType::StaticNode(StaticNode::new(id, None)),
-        }
-    }
-
-    #[inline]
-    fn get_edge(&self, start: Id, target: Id) -> EdgeType<Id, L> {
-        if !self.has_edge(start, target) {
-            return EdgeType::None;
-        }
-
-        let _label = self.edge_vec.find_edge_label_id(start, target);
-        match _label {
-            Some(label) => EdgeType::Edge(Edge::new_static(start, target, *label)),
-            None => EdgeType::Edge(Edge::new(start, target, None)),
-        }
-    }
-
-    #[inline]
-    fn has_node(&self, id: Id) -> bool {
-        id.id() < self.num_nodes
-    }
-
-    #[inline]
-    fn has_edge(&self, start: Id, target: Id) -> bool {
-        self.edge_vec.has_edge(start, target)
-    }
-
-    #[inline]
-    fn node_count(&self) -> usize {
-        self.num_nodes
-    }
-
-    #[inline]
-    fn edge_count(&self) -> usize {
-        self.num_edges
-    }
-
-    #[inline(always)]
-    fn is_directed(&self) -> bool {
-        Ty::is_directed()
-    }
-
-    #[inline]
-    fn node_indices(&self) -> Iter<Id> {
-        Iter::new(Box::new((0..self.num_nodes).map(Id::new)))
-    }
-
-    #[inline]
-    fn edge_indices(&self) -> Iter<(Id, Id)> {
-        Iter::new(Box::new(StaticEdgeIndexIter::new(
-            Box::new(&self.edge_vec),
-            self.is_directed(),
-        )))
-    }
-
-    #[inline]
-    fn nodes(&self) -> Iter<NodeType<Id, L>> {
-        match self.labels {
-            None => {
-                let node_iter = self
-                    .node_indices()
-                    .map(|i| NodeType::StaticNode(StaticNode::new(i, None)));
-
-                Iter::new(Box::new(node_iter))
-            }
-            Some(ref labels) => {
-                let node_iter = self
-                    .node_indices()
-                    .zip(labels.iter())
-                    .map(|n| NodeType::StaticNode(StaticNode::new_static(n.0, *n.1)));
-
-                Iter::new(Box::new(node_iter))
-            }
-        }
-    }
-
-    #[inline]
-    fn edges(&self) -> Iter<EdgeType<Id, L>> {
-        let labels = self.edge_vec.get_labels();
-        if labels.is_empty() {
-            Iter::new(Box::new(
-                self.edge_indices()
-                    .map(|i| EdgeType::Edge(Edge::new(i.0, i.1, None))),
-            ))
-        } else {
-            Iter::new(Box::new(self.edge_indices().zip(labels.iter()).map(|e| {
-                EdgeType::Edge(Edge::new_static((e.0).0, (e.0).1, *e.1))
-            })))
-        }
-    }
-
-    #[inline]
-    fn degree(&self, id: Id) -> usize {
-        self.edge_vec.degree(id)
-    }
-
-    #[inline]
-    fn total_degree(&self, id: Id) -> usize {
-        let mut degree = self.degree(id);
-        if self.is_directed() {
-            degree += self.in_edge_vec.as_ref().unwrap().neighbors(id).len()
-        }
-
-        degree
-    }
-
-    #[inline]
-    fn neighbors_iter(&self, id: Id) -> Iter<Id> {
-        let neighbors = self.edge_vec.neighbors(id);
-
-        Iter::new(Box::new(neighbors.iter().map(|x| *x)))
-    }
-
-    #[inline]
-    fn neighbors(&self, id: Id) -> Cow<[Id]> {
-        self.edge_vec.neighbors(id).into()
-    }
-
-    #[inline]
-    fn max_seen_id(&self) -> Option<Id> {
-        Some(Id::new(self.node_count() - 1))
-    }
-
-    #[inline]
-    fn implementation(&self) -> GraphImpl {
-        GraphImpl::StaticGraph
-    }
-}
-
-impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
-    GraphLabelTrait<Id, NL, EL, L> for TypedStaticGraph<Id, NL, EL, Ty, L>
-{
-    #[inline(always)]
-    fn get_node_label_map(&self) -> &SetMap<NL> {
-        &self.node_label_map
-    }
-
-    #[inline(always)]
-    fn get_edge_label_map(&self) -> &SetMap<EL> {
-        &self.edge_label_map
-    }
-}
-
-impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> UnGraphTrait<Id, L>
-    for TypedUnStaticGraph<Id, NL, EL, L>
-{
-}
-
-impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> DiGraphTrait<Id, L>
-    for TypedDiStaticGraph<Id, NL, EL, L>
-{
-    #[inline]
-    fn in_degree(&self, id: Id) -> usize {
-        self.in_neighbors(id).len()
-    }
-
-    #[inline]
-    fn in_neighbors_iter(&self, id: Id) -> Iter<Id> {
-        let in_neighbors = self.in_edge_vec.as_ref().unwrap().neighbors(id);
-
-        Iter::new(Box::new(in_neighbors.iter().map(|x| *x)))
-    }
-
-    #[inline]
-    fn in_neighbors(&self, id: Id) -> Cow<[Id]> {
-        self.in_edge_vec.as_ref().unwrap().neighbors(id).into()
-    }
-}
-
-impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> GeneralGraph<Id, NL, EL, L>
-    for TypedUnStaticGraph<Id, NL, EL, L>
-{
-    #[inline(always)]
-    fn as_graph(&self) -> &dyn GraphTrait<Id, L> {
-        self
-    }
-
-    #[inline(always)]
-    fn as_labeled_graph(&self) -> &dyn GraphLabelTrait<Id, NL, EL, L> {
-        self
-    }
-
-    #[inline(always)]
-    fn as_general_graph(&self) -> &dyn GeneralGraph<Id, NL, EL, L> {
-        self
-    }
-}
-
-impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> GeneralGraph<Id, NL, EL, L>
-    for TypedDiStaticGraph<Id, NL, EL, L>
-{
-    #[inline(always)]
-    fn as_graph(&self) -> &dyn GraphTrait<Id, L> {
-        self
-    }
-
-    #[inline(always)]
-    fn as_labeled_graph(&self) -> &dyn GraphLabelTrait<Id, NL, EL, L> {
-        self
-    }
-
-    #[inline(always)]
-    fn as_general_graph(&self) -> &dyn GeneralGraph<Id, NL, EL, L> {
-        self
-    }
-
-    #[inline(always)]
-    fn as_digraph(&self) -> Option<&dyn DiGraphTrait<Id, L>> {
-        Some(self)
-    }
-}
-
-fn _merge_labels<NL>(_labels1: Option<Vec<NL>>, _labels2: Option<Vec<NL>>) -> Option<Vec<NL>> {
-    match (_labels1, _labels2) {
-        (None, None) => None,
-        (Some(labels1), Some(labels2)) => {
-            let (smaller, larger) = if labels1.len() <= labels2.len() {
-                (labels1, labels2)
-            } else {
-                (labels2, labels1)
-            };
-
-            let mut result = Vec::with_capacity(larger.len());
-            let slen = smaller.len();
-            result.extend(smaller.into_iter());
-            result.extend(larger.into_iter().skip(slen));
-
-            Some(result)
-        }
-        (Some(labels), None) => Some(labels),
-        (None, Some(labels)) => Some(labels),
-    }
-}
-
-impl<Id: IdType, NL: Hash + Eq + Clone, EL: Hash + Eq + Clone, Ty: GraphType, L: IdType> Add
-    for TypedStaticGraph<Id, NL, EL, Ty, L>
-{
-    type Output = TypedStaticGraph<Id, NL, EL, Ty, L>;
-
-    fn add(self, other: TypedStaticGraph<Id, NL, EL, Ty, L>) -> Self::Output {
-        let mut node_label_map = self.node_label_map.clone();
-        for item in other.node_label_map.items() {
-            node_label_map.add_item(item.clone());
-        }
-
-        let mut edge_label_map = self.edge_label_map.clone();
-        for item in other.edge_label_map.items() {
-            edge_label_map.add_item(item.clone());
-        }
-
-        let mut graph = TypedStaticGraph {
-            num_nodes: 0,
-            num_edges: 0,
-            edge_vec: self.edge_vec + other.edge_vec,
-            in_edge_vec: match (self.in_edge_vec, other.in_edge_vec) {
-                (None, None) => None,
-                (Some(left), Some(right)) => Some(left + right),
-                _ => panic!("Can not merge Some `in_edge_vec` with None."),
-            },
-            labels: _merge_labels(self.labels, other.labels),
-            graph_type: PhantomData,
-            node_label_map,
-            edge_label_map,
-        };
-
-        graph.num_nodes = graph.edge_vec.num_nodes();
-        graph.num_edges = if Ty::is_directed() {
-            graph.edge_vec.num_edges()
-        } else {
-            graph.edge_vec.num_edges() >> 1
-        };
-
-        graph
-    }
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+use std::borrow::Cow;
+use std::hash::{Hash, Hasher};
+use std::marker::PhantomData;
+
+use itertools::Itertools;
+use serde;
+
+use crate::generic::{
+    DefaultId, DefaultTy, DiGraphTrait, Directed, EdgeType, GeneralGraph, GraphLabelTrait,
+    GraphTrait, GraphType, IdType, Iter, MapTrait, MutMapTrait, NodeType, UnGraphTrait, Undirected,
+};
+use crate::graph_impl::static_graph::node::StaticNode;
+use crate::graph_impl::static_graph::static_edge_iter::StaticEdgeIndexIter;
+use crate::graph_impl::static_graph::{EdgeVec, EdgeVecTrait};
+use crate::graph_impl::{Edge, GraphImpl};
+use crate::io::serde::{Deserialize, Serialize};
+use crate::map::SetMap;
+use std::ops::Add;
+
+pub type TypedUnStaticGraph<Id, NL, EL = NL, L = Id> = TypedStaticGraph<Id, NL, EL, Undirected, L>;
+pub type TypedDiStaticGraph<Id, NL, EL = NL, L = Id> = TypedStaticGraph<Id, NL, EL, Directed, L>;
+pub type StaticGraph<NL, EL, Ty = DefaultTy, L = DefaultId> =
+    TypedStaticGraph<DefaultId, NL, EL, Ty, L>;
+pub type UnStaticGraph<NL, EL = NL, L = DefaultId> = StaticGraph<NL, EL, Undirected, L>;
+pub type DiStaticGraph<NL, EL = NL, L = DefaultId> = StaticGraph<NL, EL, Directed, L>;
+
+/// `StaticGraph` is a memory-compact graph data structure.
+/// The labels of both nodes and edges, if exist, are encoded as `Integer`.
+#[derive(Debug, Clone, Default, Serialize, Deserialize)]
+pub struct TypedStaticGraph<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType = Id>
+{
+    num_nodes: usize,
+    num_edges: usize,
+    edge_vec: EdgeVec<Id, L>,
+    in_edge_vec: Option<EdgeVec<Id, L>>,
+    // Maintain the node's labels, whose index is aligned with `offsets`.
+    labels: Option<Vec<L>>,
+    // A marker of thr graph type, namely, directed or undirected.
+    graph_type: PhantomData<Ty>,
+    // A map of node labels.
+    node_label_map: SetMap<NL>,
+    // A map of edge labels.
+    edge_label_map: SetMap<EL>,
+}
+
+impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> PartialEq
+    for TypedStaticGraph<Id, NL, EL, Ty, L>
+{
+    fn eq(&self, other: &TypedStaticGraph<Id, NL, EL, Ty, L>) -> bool {
+        if !self.node_count() == other.node_count() || !self.edge_count() == other.edge_count() {
+            return false;
+        }
+
+        for n in self.node_indices() {
+            if !other.has_node(n) || self.get_node_label(n) != other.get_node_label(n) {
+                return false;
+            }
+        }
+
+        for (s, d) in self.edge_indices() {
+            if !other.has_edge(s, d) || self.get_edge_label(s, d) != other.get_edge_label(s, d) {
+                return false;
+            }
+        }
+
+        true
+    }
+}
+
+impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Eq
+    for TypedStaticGraph<Id, NL, EL, Ty, L>
+{
+}
+
+impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Hash
+    for TypedStaticGraph<Id, NL, EL, Ty, L>
+{
+    fn hash<H: Hasher>(&self, state: &mut H) {
+        {
+            let nodes = self.node_indices().sorted();
+            nodes.hash(state);
+
+            let node_labels = nodes
+                .into_iter()
+                .map(|n| self.get_node_label(n))
+                .collect_vec();
+            node_labels.hash(state);
+        }
+        {
+            let edges = self.edge_indices().sorted();
+            edges.hash(state);
+            let edge_labels = edges
+                .into_iter()
+                .map(|(s, d)| self.get_edge_label(s, d))
+                .collect_vec();
+            edge_labels.hash(state);
+        }
+    }
+}
+
+impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Serialize
+    for TypedStaticGraph<Id, NL, EL, Ty, L>
+where
+    Id: serde::Serialize,
+    NL: serde::Serialize,
+    EL: serde::Serialize,
+    L: serde::Serialize,
+{
+}
+
+impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> Deserialize
+    for TypedStaticGraph<Id, NL, EL, Ty, L>
+where
+    Id: for<'de> serde::Deserialize<'de>,
+    NL: for<'de> serde::Deserialize<'de>,
+    EL: for<'de> serde::Deserialize<'de>,
+    L: for<'de> serde::Deserialize<'de>,
+{
+}
+
+impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
+    TypedStaticGraph<Id, NL, EL, Ty, L>
+{
+    pub fn empty() -> Self {
+        Self::new(EdgeVec::default(), None, None, None)
+    }
+
+    pub fn new(
+        edges: EdgeVec<Id, L>,
+        in_edges: Option<EdgeVec<Id, L>>,
+        num_nodes: Option<usize>,
+        num_edges: Option<usize>,
+    ) -> Self {
+        if Ty::is_directed() {
+            if in_edges.is_none() {
+                panic!("In edges should be provided for directed graph.");
+            }
+
+            let num_of_in_edges = in_edges.as_ref().unwrap().num_edges();
+            let num_of_out_edges = edges.num_edges();
+            if num_of_in_edges != num_of_out_edges {
+                debug!(
+                    "{} out edges but {} in edges.",
+                    num_of_out_edges, num_of_in_edges
+                );
+            }
+        }
+
+        let num_nodes = if let Some(num) = num_nodes {
+            if num != edges.num_nodes() {
+                debug!(
+                    "number of nodes ({}) does not match the length of edge vector ({})",
+                    num,
+                    edges.num_nodes()
+                );
+            }
+            num
+        } else {
+            edges.num_nodes()
+        };
+
+        let num_edges = if let Some(num) = num_edges {
+            num
+        } else if Ty::is_directed() {
+            edges.num_edges()
+        } else {
+            edges.num_edges() >> 1
+        };
+
+        TypedStaticGraph {
+            num_nodes,
+            num_edges,
+            edge_vec: edges,
+            in_edge_vec: in_edges,
+            labels: None,
+            node_label_map: SetMap::<NL>::new(),
+            edge_label_map: SetMap::<EL>::new(),
+            graph_type: PhantomData,
+        }
+    }
+
+    pub fn with_labels(
+        edges: EdgeVec<Id, L>,
+        in_edges: Option<EdgeVec<Id, L>>,
+        labels: Vec<L>,
+        node_label_map: SetMap<NL>,
+        edge_label_map: SetMap<EL>,
+        num_nodes: Option<usize>,
+        num_edges: Option<usize>,
+    ) -> Self {
+        if Ty::is_directed() {
+            if in_edges.is_none() {
+                panic!("In edges should be provided for directed graph.");
+            }
+
+            let num_of_in_edges = in_edges.as_ref().unwrap().num_edges();
+            let num_of_out_edges = edges.num_edges();
+            if num_of_in_edges != num_of_out_edges {
+                debug!(
+                    "{} out edges but {} in edges.",
+                    num_of_out_edges, num_of_in_edges
+                );
+            }
+        }
+
+        let num_nodes = if let Some(num) = num_nodes {
+            if num != edges.num_nodes() {
+                debug!(
+                    "Number of nodes ({}) does not match the length of edge vector ({})",
+                    num,
+                    edges.num_nodes()
+                );
+            }
+            num
+        } else {
+            edges.num_nodes()
+        };
+
+        let num_edges = if let Some(num) = num_edges {
+            num
+        } else if Ty::is_directed() {
+            edges.num_edges()
+        } else {
+            edges.num_edges() >> 1
+        };
+
+        if num_nodes != labels.len() {
+            debug!("{} nodes, but {} labels", num_nodes, labels.len());
+        }
+
+        TypedStaticGraph {
+            num_nodes,
+            num_edges,
+            edge_vec: edges,
+            in_edge_vec: in_edges,
+            labels: Some(labels),
+            node_label_map,
+            edge_label_map,
+            graph_type: PhantomData,
+        }
+    }
+
+    pub fn from_raw(
+        num_nodes: usize,
+        num_edges: usize,
+        edge_vec: EdgeVec<Id, L>,
+        in_edge_vec: Option<EdgeVec<Id, L>>,
+        labels: Option<Vec<L>>,
+        node_label_map: SetMap<NL>,
+        edge_label_map: SetMap<EL>,
+    ) -> Self {
+        if num_nodes != edge_vec.num_nodes() {
+            debug!(
+                "Number of nodes ({}) does not match the length of edge vector ({})",
+                num_nodes,
+                edge_vec.num_nodes()
+            );
+        }
+
+        if Ty::is_directed() {
+            if Ty::is_directed() {
+                if in_edge_vec.is_none() {
+                    panic!("In edges should be provided for directed graph.");
+                }
+
+                let num_of_in_edges = in_edge_vec.as_ref().unwrap().num_edges();
+                let num_of_out_edges = edge_vec.num_edges();
+                if num_of_in_edges != num_of_out_edges {
+                    debug!(
+                        "{} out edges but {} in edges.",
+                        num_of_out_edges, num_of_in_edges
+                    );
+                }
+            }
+
+            if num_edges != edge_vec.num_edges() {
+                debug!(
+                    "Directed: num_edges {}, edge_vec {} edges",
+                    num_edges,
+                    edge_vec.num_edges()
+                );
+            }
+        } else if num_edges != edge_vec.num_edges() >> 1 {
+            debug!(
+                "Undirected: num_edges {}, edge_vec {} edges",
+                num_edges,
+                edge_vec.num_edges()
+            );
+        }
+
+        if labels.is_some() {
+            let num_of_labels = labels.as_ref().unwrap().len();
+            if num_nodes != num_of_labels {
+                debug!(
+                    "There are {} nodes, but {} labels",
+                    num_nodes, num_of_labels
+                );
+            }
+        }
+
+        TypedStaticGraph {
+            num_nodes,
+            num_edges,
+            edge_vec,
+            in_edge_vec,
+            labels,
+            node_label_map,
+            edge_label_map,
+            graph_type: PhantomData,
+        }
+    }
+
+    #[inline]
+    pub fn get_edge_vec(&self) -> &EdgeVec<Id, L> {
+        &self.edge_vec
+    }
+
+    #[inline]
+    pub fn get_in_edge_vec(&self) -> &Option<EdgeVec<Id, L>> {
+        &self.in_edge_vec
+    }
+
+    #[inline]
+    pub fn get_labels(&self) -> &Option<Vec<L>> {
+        &self.labels
+    }
+
+    #[inline]
+    pub fn get_node_label_map(&self) -> &SetMap<NL> {
+        &self.node_label_map
+    }
+
+    #[inline]
+    pub fn get_edge_label_map(&self) -> &SetMap<EL> {
+        &self.edge_label_map
+    }
+
+    #[inline]
+    pub fn get_edge_vec_mut(&mut self) -> &mut EdgeVec<Id, L> {
+        &mut self.edge_vec
+    }
+
+    #[inline]
+    pub fn get_in_edge_vec_mut(&mut self) -> &mut Option<EdgeVec<Id, L>> {
+        &mut self.in_edge_vec
+    }
+
+    #[inline]
+    pub fn get_labels_mut(&mut self) -> &mut Option<Vec<L>> {
+        &mut self.labels
+    }
+
+    #[inline]
+    pub fn get_node_label_map_mut(&mut self) -> &mut SetMap<NL> {
+        &mut self.node_label_map
+    }
+
+    #[inline]
+    pub fn get_edge_label_map_mut(&mut self) -> &mut SetMap<EL> {
+        &mut self.edge_label_map
+    }
+
+    #[inline]
+    pub fn remove_node_labels(&mut self) {
+        self.labels = None;
+        self.node_label_map = SetMap::new();
+    }
+
+    #[inline]
+    pub fn remove_edge_labels(&mut self) {
+        self.edge_vec.remove_labels();
+        self.edge_label_map = SetMap::new();
+        if let Some(ref mut e) = self.in_edge_vec.as_mut() {
+            e.remove_labels()
+        }
+    }
+
+    #[inline]
+    pub fn remove_labels(&mut self) {
+        self.remove_node_labels();
+        self.remove_edge_labels();
+    }
+
+    #[inline]
+    pub fn shrink_to_fit(&mut self) {
+        self.edge_vec.shrink_to_fit();
+        if let Some(ref mut in_edge_vec) = self.in_edge_vec {
+            in_edge_vec.shrink_to_fit();
+        }
+        if let Some(ref mut labels) = self.labels {
+            labels.shrink_to_fit();
+        }
+    }
+    #[inline]
+    pub fn find_edge_index(&self, start: Id, target: Id) -> Option<usize> {
+        self.edge_vec.find_edge_index(start, target)
+    }
+}
+
+impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType> GraphTrait<Id, L>
+    for TypedStaticGraph<Id, NL, EL, Ty, L>
+{
+    #[inline]
+    fn get_node(&self, id: Id) -> NodeType<Id, L> {
+        if !self.has_node(id) {
+            return NodeType::None;
+        }
+
+        match self.labels {
+            Some(ref labels) => NodeType::StaticNode(StaticNode::new_static(id, labels[id.id()])),
+            None => NodeType::StaticNode(StaticNode::new(id, None)),
+        }
+    }
+
+    #[inline]
+    fn get_edge(&self, start: Id, target: Id) -> EdgeType<Id, L> {
+        if !self.has_edge(start, target) {
+            return EdgeType::None;
+        }
+
+        let _label = self.edge_vec.find_edge_label_id(start, target);
+        match _label {
+            Some(label) => EdgeType::Edge(Edge::new_static(start, target, *label)),
+            None => EdgeType::Edge(Edge::new(start, target, None)),
+        }
+    }
+
+    #[inline]
+    fn has_node(&self, id: Id) -> bool {
+        id.id() < self.num_nodes
+    }
+
+    #[inline]
+    fn has_edge(&self, start: Id, target: Id) -> bool {
+        self.edge_vec.has_edge(start, target)
+    }
+
+    #[inline]
+    fn node_count(&self) -> usize {
+        self.num_nodes
+    }
+
+    #[inline]
+    fn edge_count(&self) -> usize {
+        self.num_edges
+    }
+
+    #[inline(always)]
+    fn is_directed(&self) -> bool {
+        Ty::is_directed()
+    }
+
+    #[inline]
+    fn node_indices(&self) -> Iter<Id> {
+        Iter::new(Box::new((0..self.num_nodes).map(Id::new)))
+    }
+
+    #[inline]
+    fn edge_indices(&self) -> Iter<(Id, Id)> {
+        Iter::new(Box::new(StaticEdgeIndexIter::new(
+            Box::new(&self.edge_vec),
+            self.is_directed(),
+        )))
+    }
+
+    #[inline]
+    fn nodes(&self) -> Iter<NodeType<Id, L>> {
+        match self.labels {
+            None => {
+                let node_iter = self
+                    .node_indices()
+                    .map(|i| NodeType::StaticNode(StaticNode::new(i, None)));
+
+                Iter::new(Box::new(node_iter))
+            }
+            Some(ref labels) => {
+                let node_iter = self
+                    .node_indices()
+                    .zip(labels.iter())
+                    .map(|n| NodeType::StaticNode(StaticNode::new_static(n.0, *n.1)));
+
+                Iter::new(Box::new(node_iter))
+            }
+        }
+    }
+
+    #[inline]
+    fn edges(&self) -> Iter<EdgeType<Id, L>> {
+        let labels = self.edge_vec.get_labels();
+        if labels.is_empty() {
+            Iter::new(Box::new(
+                self.edge_indices()
+                    .map(|i| EdgeType::Edge(Edge::new(i.0, i.1, None))),
+            ))
+        } else {
+            Iter::new(Box::new(self.edge_indices().zip(labels.iter()).map(|e| {
+                EdgeType::Edge(Edge::new_static((e.0).0, (e.0).1, *e.1))
+            })))
+        }
+    }
+
+    #[inline]
+    fn degree(&self, id: Id) -> usize {
+        self.edge_vec.degree(id)
+    }
+
+    #[inline]
+    fn total_degree(&self, id: Id) -> usize {
+        let mut degree = self.degree(id);
+        if self.is_directed() {
+            degree += self.in_edge_vec.as_ref().unwrap().neighbors(id).len()
+        }
+
+        degree
+    }
+
+    #[inline]
+    fn neighbors_iter(&self, id: Id) -> Iter<Id> {
+        let neighbors = self.edge_vec.neighbors(id);
+
+        Iter::new(Box::new(neighbors.iter().map(|x| *x)))
+    }
+
+    #[inline]
+    fn neighbors(&self, id: Id) -> Cow<[Id]> {
+        self.edge_vec.neighbors(id).into()
+    }
+
+    #[inline]
+    fn max_seen_id(&self) -> Option<Id> {
+        Some(Id::new(self.node_count() - 1))
+    }
+
+    #[inline]
+    fn implementation(&self) -> GraphImpl {
+        GraphImpl::StaticGraph
+    }
+}
+
+impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, Ty: GraphType, L: IdType>
+    GraphLabelTrait<Id, NL, EL, L> for TypedStaticGraph<Id, NL, EL, Ty, L>
+{
+    #[inline(always)]
+    fn get_node_label_map(&self) -> &SetMap<NL> {
+        &self.node_label_map
+    }
+
+    #[inline(always)]
+    fn get_edge_label_map(&self) -> &SetMap<EL> {
+        &self.edge_label_map
+    }
+}
+
+impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> UnGraphTrait<Id, L>
+    for TypedUnStaticGraph<Id, NL, EL, L>
+{
+}
+
+impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> DiGraphTrait<Id, L>
+    for TypedDiStaticGraph<Id, NL, EL, L>
+{
+    #[inline]
+    fn in_degree(&self, id: Id) -> usize {
+        self.in_neighbors(id).len()
+    }
+
+    #[inline]
+    fn in_neighbors_iter(&self, id: Id) -> Iter<Id> {
+        let in_neighbors = self.in_edge_vec.as_ref().unwrap().neighbors(id);
+
+        Iter::new(Box::new(in_neighbors.iter().map(|x| *x)))
+    }
+
+    #[inline]
+    fn in_neighbors(&self, id: Id) -> Cow<[Id]> {
+        self.in_edge_vec.as_ref().unwrap().neighbors(id).into()
+    }
+}
+
+impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> GeneralGraph<Id, NL, EL, L>
+    for TypedUnStaticGraph<Id, NL, EL, L>
+{
+    #[inline(always)]
+    fn as_graph(&self) -> &dyn GraphTrait<Id, L> {
+        self
+    }
+
+    #[inline(always)]
+    fn as_labeled_graph(&self) -> &dyn GraphLabelTrait<Id, NL, EL, L> {
+        self
+    }
+
+    #[inline(always)]
+    fn as_general_graph(&self) -> &dyn GeneralGraph<Id, NL, EL, L> {
+        self
+    }
+}
+
+impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq, L: IdType> GeneralGraph<Id, NL, EL, L>
+    for TypedDiStaticGraph<Id, NL, EL, L>
+{
+    #[inline(always)]
+    fn as_graph(&self) -> &dyn GraphTrait<Id, L> {
+        self
+    }
+
+    #[inline(always)]
+    fn as_labeled_graph(&self) -> &dyn GraphLabelTrait<Id, NL, EL, L> {
+        self
+    }
+
+    #[inline(always)]
+    fn as_general_graph(&self) -> &dyn GeneralGraph<Id, NL, EL, L> {
+        self
+    }
+
+    #[inline(always)]
+    fn as_digraph(&self) -> Option<&dyn DiGraphTrait<Id, L>> {
+        Some(self)
+    }
+}
+
+fn _merge_labels<NL>(_labels1: Option<Vec<NL>>, _labels2: Option<Vec<NL>>) -> Option<Vec<NL>> {
+    match (_labels1, _labels2) {
+        (None, None) => None,
+        (Some(labels1), Some(labels2)) => {
+            let (smaller, larger) = if labels1.len() <= labels2.len() {
+                (labels1, labels2)
+            } else {
+                (labels2, labels1)
+            };
+
+            let mut result = Vec::with_capacity(larger.len());
+            let slen = smaller.len();
+            result.extend(smaller.into_iter());
+            result.extend(larger.into_iter().skip(slen));
+
+            Some(result)
+        }
+        (Some(labels), None) => Some(labels),
+        (None, Some(labels)) => Some(labels),
+    }
+}
+
+impl<Id: IdType, NL: Hash + Eq + Clone, EL: Hash + Eq + Clone, Ty: GraphType, L: IdType> Add
+    for TypedStaticGraph<Id, NL, EL, Ty, L>
+{
+    type Output = TypedStaticGraph<Id, NL, EL, Ty, L>;
+
+    fn add(self, other: TypedStaticGraph<Id, NL, EL, Ty, L>) -> Self::Output {
+        let mut node_label_map = self.node_label_map.clone();
+        for item in other.node_label_map.items() {
+            node_label_map.add_item(item.clone());
+        }
+
+        let mut edge_label_map = self.edge_label_map.clone();
+        for item in other.edge_label_map.items() {
+            edge_label_map.add_item(item.clone());
+        }
+
+        let mut graph = TypedStaticGraph {
+            num_nodes: 0,
+            num_edges: 0,
+            edge_vec: self.edge_vec + other.edge_vec,
+            in_edge_vec: match (self.in_edge_vec, other.in_edge_vec) {
+                (None, None) => None,
+                (Some(left), Some(right)) => Some(left + right),
+                _ => panic!("Can not merge Some `in_edge_vec` with None."),
+            },
+            labels: _merge_labels(self.labels, other.labels),
+            graph_type: PhantomData,
+            node_label_map,
+            edge_label_map,
+        };
+
+        graph.num_nodes = graph.edge_vec.num_nodes();
+        graph.num_edges = if Ty::is_directed() {
+            graph.edge_vec.num_edges()
+        } else {
+            graph.edge_vec.num_edges() >> 1
+        };
+
+        graph
+    }
+}
diff --git a/src/graph_impl/static_graph/mod.rs b/src/graph_impl/static_graph/mod.rs
index e11428c0..88128841 100644
--- a/src/graph_impl/static_graph/mod.rs
+++ b/src/graph_impl/static_graph/mod.rs
@@ -1,31 +1,31 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-pub mod edge_vec;
-pub mod graph;
-pub mod node;
-pub mod static_edge_iter;
-
-pub use crate::graph_impl::static_graph::edge_vec::{EdgeVec, EdgeVecTrait};
-pub use crate::graph_impl::static_graph::graph::{
-    DiStaticGraph, StaticGraph, TypedDiStaticGraph, TypedStaticGraph, TypedUnStaticGraph,
-    UnStaticGraph,
-};
-pub use crate::graph_impl::static_graph::node::StaticNode;
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+pub mod edge_vec;
+pub mod graph;
+pub mod node;
+pub mod static_edge_iter;
+
+pub use crate::graph_impl::static_graph::edge_vec::{EdgeVec, EdgeVecTrait};
+pub use crate::graph_impl::static_graph::graph::{
+    DiStaticGraph, StaticGraph, TypedDiStaticGraph, TypedStaticGraph, TypedUnStaticGraph,
+    UnStaticGraph,
+};
+pub use crate::graph_impl::static_graph::node::StaticNode;
diff --git a/src/graph_impl/static_graph/node.rs b/src/graph_impl/static_graph/node.rs
index 8f10cc98..9249ac63 100644
--- a/src/graph_impl/static_graph/node.rs
+++ b/src/graph_impl/static_graph/node.rs
@@ -1,58 +1,58 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-use crate::generic::{IdType, NodeTrait};
-
-#[derive(Debug, Clone, PartialEq, Eq)]
-pub struct StaticNode<Id: IdType, L: IdType = Id> {
-    id: Id,
-    label: Option<L>,
-}
-
-impl<Id: IdType, L: IdType> StaticNode<Id, L> {
-    #[inline(always)]
-    pub fn new(id: Id, label: Option<L>) -> Self {
-        StaticNode { id, label }
-    }
-
-    #[inline(always)]
-    pub fn new_static(id: Id, label: L) -> Self {
-        StaticNode {
-            id,
-            label: if label == L::max_value() {
-                None
-            } else {
-                Some(label)
-            },
-        }
-    }
-}
-
-impl<Id: IdType, L: IdType> NodeTrait<Id, L> for StaticNode<Id, L> {
-    #[inline(always)]
-    fn get_id(&self) -> Id {
-        self.id
-    }
-
-    #[inline(always)]
-    fn get_label_id(&self) -> Option<L> {
-        self.label
-    }
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+use crate::generic::{IdType, NodeTrait};
+
+#[derive(Debug, Clone, PartialEq, Eq)]
+pub struct StaticNode<Id: IdType, L: IdType = Id> {
+    id: Id,
+    label: Option<L>,
+}
+
+impl<Id: IdType, L: IdType> StaticNode<Id, L> {
+    #[inline(always)]
+    pub fn new(id: Id, label: Option<L>) -> Self {
+        StaticNode { id, label }
+    }
+
+    #[inline(always)]
+    pub fn new_static(id: Id, label: L) -> Self {
+        StaticNode {
+            id,
+            label: if label == L::max_value() {
+                None
+            } else {
+                Some(label)
+            },
+        }
+    }
+}
+
+impl<Id: IdType, L: IdType> NodeTrait<Id, L> for StaticNode<Id, L> {
+    #[inline(always)]
+    fn get_id(&self) -> Id {
+        self.id
+    }
+
+    #[inline(always)]
+    fn get_label_id(&self) -> Option<L> {
+        self.label
+    }
+}
diff --git a/src/graph_impl/static_graph/static_edge_iter.rs b/src/graph_impl/static_graph/static_edge_iter.rs
index cc873ddb..8a311191 100644
--- a/src/graph_impl/static_graph/static_edge_iter.rs
+++ b/src/graph_impl/static_graph/static_edge_iter.rs
@@ -1,93 +1,93 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-use crate::generic::IdType;
-use crate::graph_impl::static_graph::EdgeVecTrait;
-
-pub struct StaticEdgeIndexIter<'a, Id: IdType, L: IdType> {
-    edge_vec: Box<&'a dyn EdgeVecTrait<Id, L>>,
-    curr_node: usize,
-    curr_neighbor_index: usize,
-    is_directed: bool,
-}
-
-impl<'a, Id: IdType, L: IdType> StaticEdgeIndexIter<'a, Id, L> {
-    #[inline]
-    pub fn new(edge_vec: Box<&'a dyn EdgeVecTrait<Id, L>>, is_directed: bool) -> Self {
-        StaticEdgeIndexIter {
-            edge_vec,
-            curr_node: 0,
-            curr_neighbor_index: 0,
-            is_directed,
-        }
-    }
-}
-
-impl<'a, Id: IdType, L: IdType> Iterator for StaticEdgeIndexIter<'a, Id, L> {
-    type Item = (Id, Id);
-
-    #[inline]
-    fn next(&mut self) -> Option<Self::Item> {
-        let mut node: usize;
-        let mut neighbors: &[Id];
-
-        loop {
-            while self.edge_vec.has_node(Id::new(self.curr_node))
-                && self.curr_neighbor_index >= self.edge_vec.degree(Id::new(self.curr_node))
-            {
-                self.curr_node += 1;
-                self.curr_neighbor_index = 0;
-            }
-
-            node = self.curr_node;
-            if !self.edge_vec.has_node(Id::new(node)) {
-                return None;
-            }
-
-            neighbors = self.edge_vec.neighbors(Id::new(node));
-
-            if !self.is_directed && neighbors[self.curr_neighbor_index] < Id::new(node) {
-                match neighbors.binary_search(&Id::new(node)) {
-                    Ok(index) => {
-                        self.curr_neighbor_index = index;
-                        break;
-                    }
-                    Err(index) => {
-                        if index < neighbors.len() {
-                            self.curr_neighbor_index = index;
-                            break;
-                        } else {
-                            self.curr_node += 1;
-                            self.curr_neighbor_index = 0;
-                        }
-                    }
-                }
-            } else {
-                break;
-            }
-        }
-
-        let neighbor = neighbors[self.curr_neighbor_index];
-        let edge = (Id::new(node), neighbor);
-        self.curr_neighbor_index += 1;
-
-        Some(edge)
-    }
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+use crate::generic::IdType;
+use crate::graph_impl::static_graph::EdgeVecTrait;
+
+pub struct StaticEdgeIndexIter<'a, Id: IdType, L: IdType> {
+    edge_vec: Box<&'a dyn EdgeVecTrait<Id, L>>,
+    curr_node: usize,
+    curr_neighbor_index: usize,
+    is_directed: bool,
+}
+
+impl<'a, Id: IdType, L: IdType> StaticEdgeIndexIter<'a, Id, L> {
+    #[inline]
+    pub fn new(edge_vec: Box<&'a dyn EdgeVecTrait<Id, L>>, is_directed: bool) -> Self {
+        StaticEdgeIndexIter {
+            edge_vec,
+            curr_node: 0,
+            curr_neighbor_index: 0,
+            is_directed,
+        }
+    }
+}
+
+impl<'a, Id: IdType, L: IdType> Iterator for StaticEdgeIndexIter<'a, Id, L> {
+    type Item = (Id, Id);
+
+    #[inline]
+    fn next(&mut self) -> Option<Self::Item> {
+        let mut node: usize;
+        let mut neighbors: &[Id];
+
+        loop {
+            while self.edge_vec.has_node(Id::new(self.curr_node))
+                && self.curr_neighbor_index >= self.edge_vec.degree(Id::new(self.curr_node))
+            {
+                self.curr_node += 1;
+                self.curr_neighbor_index = 0;
+            }
+
+            node = self.curr_node;
+            if !self.edge_vec.has_node(Id::new(node)) {
+                return None;
+            }
+
+            neighbors = self.edge_vec.neighbors(Id::new(node));
+
+            if !self.is_directed && neighbors[self.curr_neighbor_index] < Id::new(node) {
+                match neighbors.binary_search(&Id::new(node)) {
+                    Ok(index) => {
+                        self.curr_neighbor_index = index;
+                        break;
+                    }
+                    Err(index) => {
+                        if index < neighbors.len() {
+                            self.curr_neighbor_index = index;
+                            break;
+                        } else {
+                            self.curr_node += 1;
+                            self.curr_neighbor_index = 0;
+                        }
+                    }
+                }
+            } else {
+                break;
+            }
+        }
+
+        let neighbor = neighbors[self.curr_neighbor_index];
+        let edge = (Id::new(node), neighbor);
+        self.curr_neighbor_index += 1;
+
+        Some(edge)
+    }
+}
diff --git a/src/io/csv/mod.rs b/src/io/csv/mod.rs
index b4cef9f6..89ac177f 100644
--- a/src/io/csv/mod.rs
+++ b/src/io/csv/mod.rs
@@ -1,74 +1,74 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-pub mod reader;
-pub mod record;
-pub mod writer;
-
-use std::hash::Hash;
-use std::io::Result;
-use std::path::Path;
-
-use serde::{Deserialize, Serialize};
-pub use serde_json::Value as JsonValue;
-
-use crate::generic::{GeneralGraph, IdType, MutGraphTrait};
-pub use crate::io::csv::reader::CSVReader;
-pub use crate::io::csv::writer::CSVWriter;
-
-pub fn write_to_csv<Id, NL, EL, P, L>(
-    g: &dyn GeneralGraph<Id, NL, EL, L>,
-    path_to_nodes: P,
-    path_to_edges: P,
-) -> Result<()>
-where
-    Id: IdType + Serialize,
-    NL: Hash + Eq + Serialize,
-    EL: Hash + Eq + Serialize,
-    L: IdType + Serialize,
-    P: AsRef<Path>,
-{
-    CSVWriter::new(g, path_to_nodes, path_to_edges).write()
-}
-
-pub fn read_from_csv<Id, NL, EL, G, P>(
-    g: &mut G,
-    path_to_nodes: Vec<P>,
-    path_to_edges: Vec<P>,
-    separator: Option<&str>,
-    has_headers: bool,
-    is_flexible: bool,
-) where
-    for<'de> Id: IdType + Serialize + Deserialize<'de>,
-    for<'de> NL: Hash + Eq + Serialize + Deserialize<'de>,
-    for<'de> EL: Hash + Eq + Serialize + Deserialize<'de>,
-    G: MutGraphTrait<Id, NL, EL>,
-    P: AsRef<Path>,
-{
-    let mut reader = CSVReader::new(path_to_nodes, path_to_edges)
-        .headers(has_headers)
-        .flexible(is_flexible);
-
-    if let Some(sep) = separator {
-        reader = reader.with_separator(sep);
-    }
-
-    reader.read(g)
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+pub mod reader;
+pub mod record;
+pub mod writer;
+
+use std::hash::Hash;
+use std::io::Result;
+use std::path::Path;
+
+use serde::{Deserialize, Serialize};
+pub use serde_json::Value as JsonValue;
+
+use crate::generic::{GeneralGraph, IdType, MutGraphTrait};
+pub use crate::io::csv::reader::CSVReader;
+pub use crate::io::csv::writer::CSVWriter;
+
+pub fn write_to_csv<Id, NL, EL, P, L>(
+    g: &dyn GeneralGraph<Id, NL, EL, L>,
+    path_to_nodes: P,
+    path_to_edges: P,
+) -> Result<()>
+where
+    Id: IdType + Serialize,
+    NL: Hash + Eq + Serialize,
+    EL: Hash + Eq + Serialize,
+    L: IdType + Serialize,
+    P: AsRef<Path>,
+{
+    CSVWriter::new(g, path_to_nodes, path_to_edges).write()
+}
+
+pub fn read_from_csv<Id, NL, EL, G, P>(
+    g: &mut G,
+    path_to_nodes: Vec<P>,
+    path_to_edges: Vec<P>,
+    separator: Option<&str>,
+    has_headers: bool,
+    is_flexible: bool,
+) where
+    for<'de> Id: IdType + Serialize + Deserialize<'de>,
+    for<'de> NL: Hash + Eq + Serialize + Deserialize<'de>,
+    for<'de> EL: Hash + Eq + Serialize + Deserialize<'de>,
+    G: MutGraphTrait<Id, NL, EL>,
+    P: AsRef<Path>,
+{
+    let mut reader = CSVReader::new(path_to_nodes, path_to_edges)
+        .headers(has_headers)
+        .flexible(is_flexible);
+
+    if let Some(sep) = separator {
+        reader = reader.with_separator(sep);
+    }
+
+    reader.read(g)
+}
diff --git a/src/io/csv/reader.rs b/src/io/csv/reader.rs
index 56d8f968..89a98d8e 100644
--- a/src/io/csv/reader.rs
+++ b/src/io/csv/reader.rs
@@ -1,303 +1,303 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-/// Nodes:
-/// node_id <sep> node_label(optional)
-///
-/// Edges:
-/// src <sep> dst <sep> edge_label(optional)
-///
-/// **Note**: Rows that are unable to parse will be skipped.
-use std::hash::Hash;
-use std::marker::PhantomData;
-use std::path::{Path, PathBuf};
-
-use csv::ReaderBuilder;
-use serde::Deserialize;
-use serde_json::{from_str, to_value};
-
-use crate::generic::{IdType, Iter, MutGraphTrait};
-use crate::io::csv::record::{EdgeRecord, NodeRecord, PropEdgeRecord, PropNodeRecord};
-use crate::io::csv::JsonValue;
-use std::collections::btree_map::BTreeMap;
-
-#[derive(Debug)]
-pub struct CSVReader<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a = NL> {
-    path_to_nodes: Vec<PathBuf>,
-    path_to_edges: Vec<PathBuf>,
-    separator: u8,
-    has_headers: bool,
-    // Whether the number of fields in records is allowed to change or not.
-    is_flexible: bool,
-    _ph: PhantomData<(&'a Id, &'a NL, &'a EL)>,
-}
-
-impl<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a> Clone for CSVReader<'a, Id, NL, EL> {
-    fn clone(&self) -> Self {
-        CSVReader {
-            path_to_nodes: self.path_to_nodes.clone(),
-            path_to_edges: self.path_to_edges.clone(),
-            separator: self.separator.clone(),
-            has_headers: self.has_headers.clone(),
-            is_flexible: self.is_flexible.clone(),
-            _ph: PhantomData,
-        }
-    }
-}
-
-impl<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a> CSVReader<'a, Id, NL, EL> {
-    pub fn new<P: AsRef<Path>>(path_to_nodes: Vec<P>, path_to_edges: Vec<P>) -> Self {
-        CSVReader {
-            path_to_nodes: path_to_nodes
-                .into_iter()
-                .map(|p| p.as_ref().to_path_buf())
-                .collect(),
-            path_to_edges: path_to_edges
-                .into_iter()
-                .map(|p| p.as_ref().to_path_buf())
-                .collect(),
-            separator: b',',
-            has_headers: true,
-            is_flexible: false,
-            _ph: PhantomData,
-        }
-    }
-
-    pub fn with_separator(mut self, separator: &str) -> Self {
-        let sep_string = match separator {
-            "comma" => ",",
-            "space" => " ",
-            "tab" => "\t",
-            "bar" => "|",
-            other => other,
-        };
-
-        if sep_string.len() != 1 {
-            panic!("Invalid separator {}.", sep_string);
-        }
-
-        let sep = sep_string.chars().next().unwrap() as u8;
-        self.separator = sep;
-
-        self
-    }
-
-    pub fn headers(mut self, has_headers: bool) -> Self {
-        self.has_headers = has_headers;
-        self
-    }
-
-    pub fn flexible(mut self, is_flexible: bool) -> Self {
-        self.is_flexible = is_flexible;
-        self
-    }
-}
-
-impl<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a> CSVReader<'a, Id, NL, EL>
-where
-    for<'de> Id: Deserialize<'de>,
-    for<'de> NL: Deserialize<'de>,
-    for<'de> EL: Deserialize<'de>,
-{
-    pub fn read<G: MutGraphTrait<Id, NL, EL, L>, L: IdType>(&self, g: &mut G) {
-        for (n, label) in self.node_iter() {
-            g.add_node(n, label);
-        }
-
-        for (s, d, label) in self.edge_iter() {
-            g.add_edge(s, d, label);
-        }
-    }
-
-    pub fn node_iter(&self) -> Iter<'a, (Id, Option<NL>)> {
-        let vec = self.path_to_nodes.clone();
-        let has_headers = self.has_headers;
-        let is_flexible = self.is_flexible;
-        let separator = self.separator;
-
-        let iter = vec
-            .into_iter()
-            .map(move |path_to_nodes| {
-                info!(
-                    "Reading nodes from {}",
-                    path_to_nodes.as_path().to_str().unwrap()
-                );
-
-                ReaderBuilder::new()
-                    .has_headers(has_headers)
-                    .flexible(is_flexible)
-                    .delimiter(separator)
-                    .from_path(path_to_nodes.as_path())
-                    .unwrap()
-            })
-            .map(|rdr| {
-                rdr.into_deserialize()
-                    .enumerate()
-                    .filter_map(|(i, result)| match result {
-                        Ok(_result) => {
-                            let record: NodeRecord<Id, NL> = _result;
-                            Some((record.id, record.label))
-                        }
-                        Err(e) => {
-                            warn!("Line {:?}: Error when reading csv: {:?}", i + 1, e);
-                            None
-                        }
-                    })
-            })
-            .flat_map(|x| x);
-
-        Iter::new(Box::new(iter))
-    }
-
-    pub fn edge_iter(&self) -> Iter<'a, (Id, Id, Option<EL>)> {
-        let vec = self.path_to_edges.clone();
-        let has_headers = self.has_headers;
-        let is_flexible = self.is_flexible;
-        let separator = self.separator;
-
-        let iter = vec
-            .into_iter()
-            .map(move |path_to_edges| {
-                info!(
-                    "Reading edges from {}",
-                    path_to_edges.as_path().to_str().unwrap()
-                );
-
-                ReaderBuilder::new()
-                    .has_headers(has_headers)
-                    .flexible(is_flexible)
-                    .delimiter(separator)
-                    .from_path(path_to_edges.as_path())
-                    .unwrap()
-            })
-            .map(|rdr| {
-                rdr.into_deserialize()
-                    .enumerate()
-                    .filter_map(|(i, result)| match result {
-                        Ok(_result) => {
-                            let record: EdgeRecord<Id, EL> = _result;
-                            Some((record.src, record.dst, record.label))
-                        }
-                        Err(e) => {
-                            warn!("Line {:?}: Error when reading csv: {:?}", i + 1, e);
-                            None
-                        }
-                    })
-            })
-            .flat_map(|x| x);
-
-        Iter::new(Box::new(iter))
-    }
-
-    pub fn prop_node_iter(&self) -> Iter<'a, (Id, Option<NL>, JsonValue)> {
-        assert!(self.has_headers);
-
-        let vec = self.path_to_nodes.clone();
-        let has_headers = self.has_headers;
-        let is_flexible = self.is_flexible;
-        let separator = self.separator;
-
-        let iter = vec
-            .into_iter()
-            .map(move |path_to_nodes| {
-                info!(
-                    "Reading nodes from {}",
-                    path_to_nodes.as_path().to_str().unwrap()
-                );
-
-                ReaderBuilder::new()
-                    .has_headers(has_headers)
-                    .flexible(is_flexible)
-                    .delimiter(separator)
-                    .from_path(path_to_nodes.as_path())
-                    .unwrap()
-            })
-            .map(|rdr| {
-                rdr.into_deserialize().enumerate().map(|(i, result)| {
-                    let mut record: PropNodeRecord<Id, NL> =
-                        result.expect(&format!("Error when reading line {}", i + 1));
-
-                    parse_prop_map(&mut record.properties);
-                    let prop = to_value(record.properties)
-                        .expect(&format!("Error when parsing line {} to Json", i + 1));
-
-                    (record.id, record.label, prop)
-                })
-            })
-            .flat_map(|x| x);
-
-        Iter::new(Box::new(iter))
-    }
-
-    pub fn prop_edge_iter(&self) -> Iter<'a, (Id, Id, Option<EL>, JsonValue)> {
-        assert!(self.has_headers);
-
-        let vec = self.path_to_edges.clone();
-        let has_headers = self.has_headers;
-        let is_flexible = self.is_flexible;
-        let separator = self.separator;
-
-        let iter = vec
-            .into_iter()
-            .map(move |path_to_edges| {
-                info!(
-                    "Reading edges from {}",
-                    path_to_edges.as_path().to_str().unwrap()
-                );
-
-                ReaderBuilder::new()
-                    .has_headers(has_headers)
-                    .flexible(is_flexible)
-                    .delimiter(separator)
-                    .from_path(path_to_edges.as_path())
-                    .unwrap()
-            })
-            .map(|rdr| {
-                rdr.into_deserialize().enumerate().map(|(i, result)| {
-                    let mut record: PropEdgeRecord<Id, EL> =
-                        result.expect(&format!("Error when reading line {}", i + 1));
-
-                    parse_prop_map(&mut record.properties);
-                    let prop = to_value(record.properties)
-                        .expect(&format!("Error when parsing line {} to Json", i + 1));
-
-                    (record.src, record.dst, record.label, prop)
-                })
-            })
-            .flat_map(|x| x);
-
-        Iter::new(Box::new(iter))
-    }
-}
-
-fn parse_prop_map(props: &mut BTreeMap<String, JsonValue>) {
-    for (_, json) in props.iter_mut() {
-        if json.is_string() {
-            let result = from_str::<JsonValue>(json.as_str().unwrap());
-            if result.is_err() {
-                continue;
-            }
-
-            let parsed = result.unwrap();
-
-            *json = parsed
-        }
-    }
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/// Nodes:
+/// node_id <sep> node_label(optional)
+///
+/// Edges:
+/// src <sep> dst <sep> edge_label(optional)
+///
+/// **Note**: Rows that are unable to parse will be skipped.
+use std::hash::Hash;
+use std::marker::PhantomData;
+use std::path::{Path, PathBuf};
+
+use csv::ReaderBuilder;
+use serde::Deserialize;
+use serde_json::{from_str, to_value};
+
+use crate::generic::{IdType, Iter, MutGraphTrait};
+use crate::io::csv::record::{EdgeRecord, NodeRecord, PropEdgeRecord, PropNodeRecord};
+use crate::io::csv::JsonValue;
+use std::collections::btree_map::BTreeMap;
+
+#[derive(Debug)]
+pub struct CSVReader<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a = NL> {
+    path_to_nodes: Vec<PathBuf>,
+    path_to_edges: Vec<PathBuf>,
+    separator: u8,
+    has_headers: bool,
+    // Whether the number of fields in records is allowed to change or not.
+    is_flexible: bool,
+    _ph: PhantomData<(&'a Id, &'a NL, &'a EL)>,
+}
+
+impl<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a> Clone for CSVReader<'a, Id, NL, EL> {
+    fn clone(&self) -> Self {
+        CSVReader {
+            path_to_nodes: self.path_to_nodes.clone(),
+            path_to_edges: self.path_to_edges.clone(),
+            separator: self.separator.clone(),
+            has_headers: self.has_headers.clone(),
+            is_flexible: self.is_flexible.clone(),
+            _ph: PhantomData,
+        }
+    }
+}
+
+impl<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a> CSVReader<'a, Id, NL, EL> {
+    pub fn new<P: AsRef<Path>>(path_to_nodes: Vec<P>, path_to_edges: Vec<P>) -> Self {
+        CSVReader {
+            path_to_nodes: path_to_nodes
+                .into_iter()
+                .map(|p| p.as_ref().to_path_buf())
+                .collect(),
+            path_to_edges: path_to_edges
+                .into_iter()
+                .map(|p| p.as_ref().to_path_buf())
+                .collect(),
+            separator: b',',
+            has_headers: true,
+            is_flexible: false,
+            _ph: PhantomData,
+        }
+    }
+
+    pub fn with_separator(mut self, separator: &str) -> Self {
+        let sep_string = match separator {
+            "comma" => ",",
+            "space" => " ",
+            "tab" => "\t",
+            "bar" => "|",
+            other => other,
+        };
+
+        if sep_string.len() != 1 {
+            panic!("Invalid separator {}.", sep_string);
+        }
+
+        let sep = sep_string.chars().next().unwrap() as u8;
+        self.separator = sep;
+
+        self
+    }
+
+    pub fn headers(mut self, has_headers: bool) -> Self {
+        self.has_headers = has_headers;
+        self
+    }
+
+    pub fn flexible(mut self, is_flexible: bool) -> Self {
+        self.is_flexible = is_flexible;
+        self
+    }
+}
+
+impl<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a> CSVReader<'a, Id, NL, EL>
+where
+    for<'de> Id: Deserialize<'de>,
+    for<'de> NL: Deserialize<'de>,
+    for<'de> EL: Deserialize<'de>,
+{
+    pub fn read<G: MutGraphTrait<Id, NL, EL, L>, L: IdType>(&self, g: &mut G) {
+        for (n, label) in self.node_iter() {
+            g.add_node(n, label);
+        }
+
+        for (s, d, label) in self.edge_iter() {
+            g.add_edge(s, d, label);
+        }
+    }
+
+    pub fn node_iter(&self) -> Iter<'a, (Id, Option<NL>)> {
+        let vec = self.path_to_nodes.clone();
+        let has_headers = self.has_headers;
+        let is_flexible = self.is_flexible;
+        let separator = self.separator;
+
+        let iter = vec
+            .into_iter()
+            .map(move |path_to_nodes| {
+                info!(
+                    "Reading nodes from {}",
+                    path_to_nodes.as_path().to_str().unwrap()
+                );
+
+                ReaderBuilder::new()
+                    .has_headers(has_headers)
+                    .flexible(is_flexible)
+                    .delimiter(separator)
+                    .from_path(path_to_nodes.as_path())
+                    .unwrap()
+            })
+            .map(|rdr| {
+                rdr.into_deserialize()
+                    .enumerate()
+                    .filter_map(|(i, result)| match result {
+                        Ok(_result) => {
+                            let record: NodeRecord<Id, NL> = _result;
+                            Some((record.id, record.label))
+                        }
+                        Err(e) => {
+                            warn!("Line {:?}: Error when reading csv: {:?}", i + 1, e);
+                            None
+                        }
+                    })
+            })
+            .flat_map(|x| x);
+
+        Iter::new(Box::new(iter))
+    }
+
+    pub fn edge_iter(&self) -> Iter<'a, (Id, Id, Option<EL>)> {
+        let vec = self.path_to_edges.clone();
+        let has_headers = self.has_headers;
+        let is_flexible = self.is_flexible;
+        let separator = self.separator;
+
+        let iter = vec
+            .into_iter()
+            .map(move |path_to_edges| {
+                info!(
+                    "Reading edges from {}",
+                    path_to_edges.as_path().to_str().unwrap()
+                );
+
+                ReaderBuilder::new()
+                    .has_headers(has_headers)
+                    .flexible(is_flexible)
+                    .delimiter(separator)
+                    .from_path(path_to_edges.as_path())
+                    .unwrap()
+            })
+            .map(|rdr| {
+                rdr.into_deserialize()
+                    .enumerate()
+                    .filter_map(|(i, result)| match result {
+                        Ok(_result) => {
+                            let record: EdgeRecord<Id, EL> = _result;
+                            Some((record.src, record.dst, record.label))
+                        }
+                        Err(e) => {
+                            warn!("Line {:?}: Error when reading csv: {:?}", i + 1, e);
+                            None
+                        }
+                    })
+            })
+            .flat_map(|x| x);
+
+        Iter::new(Box::new(iter))
+    }
+
+    pub fn prop_node_iter(&self) -> Iter<'a, (Id, Option<NL>, JsonValue)> {
+        assert!(self.has_headers);
+
+        let vec = self.path_to_nodes.clone();
+        let has_headers = self.has_headers;
+        let is_flexible = self.is_flexible;
+        let separator = self.separator;
+
+        let iter = vec
+            .into_iter()
+            .map(move |path_to_nodes| {
+                info!(
+                    "Reading nodes from {}",
+                    path_to_nodes.as_path().to_str().unwrap()
+                );
+
+                ReaderBuilder::new()
+                    .has_headers(has_headers)
+                    .flexible(is_flexible)
+                    .delimiter(separator)
+                    .from_path(path_to_nodes.as_path())
+                    .unwrap()
+            })
+            .map(|rdr| {
+                rdr.into_deserialize().enumerate().map(|(i, result)| {
+                    let mut record: PropNodeRecord<Id, NL> =
+                        result.expect(&format!("Error when reading line {}", i + 1));
+
+                    parse_prop_map(&mut record.properties);
+                    let prop = to_value(record.properties)
+                        .expect(&format!("Error when parsing line {} to Json", i + 1));
+
+                    (record.id, record.label, prop)
+                })
+            })
+            .flat_map(|x| x);
+
+        Iter::new(Box::new(iter))
+    }
+
+    pub fn prop_edge_iter(&self) -> Iter<'a, (Id, Id, Option<EL>, JsonValue)> {
+        assert!(self.has_headers);
+
+        let vec = self.path_to_edges.clone();
+        let has_headers = self.has_headers;
+        let is_flexible = self.is_flexible;
+        let separator = self.separator;
+
+        let iter = vec
+            .into_iter()
+            .map(move |path_to_edges| {
+                info!(
+                    "Reading edges from {}",
+                    path_to_edges.as_path().to_str().unwrap()
+                );
+
+                ReaderBuilder::new()
+                    .has_headers(has_headers)
+                    .flexible(is_flexible)
+                    .delimiter(separator)
+                    .from_path(path_to_edges.as_path())
+                    .unwrap()
+            })
+            .map(|rdr| {
+                rdr.into_deserialize().enumerate().map(|(i, result)| {
+                    let mut record: PropEdgeRecord<Id, EL> =
+                        result.expect(&format!("Error when reading line {}", i + 1));
+
+                    parse_prop_map(&mut record.properties);
+                    let prop = to_value(record.properties)
+                        .expect(&format!("Error when parsing line {} to Json", i + 1));
+
+                    (record.src, record.dst, record.label, prop)
+                })
+            })
+            .flat_map(|x| x);
+
+        Iter::new(Box::new(iter))
+    }
+}
+
+fn parse_prop_map(props: &mut BTreeMap<String, JsonValue>) {
+    for (_, json) in props.iter_mut() {
+        if json.is_string() {
+            let result = from_str::<JsonValue>(json.as_str().unwrap());
+            if result.is_err() {
+                continue;
+            }
+
+            let parsed = result.unwrap();
+
+            *json = parsed
+        }
+    }
+}
diff --git a/src/io/csv/record.rs b/src/io/csv/record.rs
index a2ca2496..a64beb61 100644
--- a/src/io/csv/record.rs
+++ b/src/io/csv/record.rs
@@ -1,330 +1,330 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-use std::collections::BTreeMap;
-use std::fmt;
-use std::hash::Hash;
-use std::marker::PhantomData;
-
-use serde;
-use serde::de::{self, Deserialize, Deserializer, MapAccess, SeqAccess, Visitor};
-
-use crate::generic::{IdType, MutGraphTrait};
-use crate::io::csv::JsonValue;
-
-#[derive(Debug, Serialize)]
-pub struct NodeRecord<Id: IdType, N: Hash + Eq> {
-    #[serde(rename = "nodeId:ID")]
-    pub(crate) id: Id,
-    #[serde(rename = ":LABEL")]
-    pub(crate) label: Option<N>,
-}
-
-#[derive(Debug, Serialize)]
-pub struct EdgeRecord<Id: IdType, E: Hash + Eq> {
-    #[serde(rename = ":START_ID")]
-    pub(crate) src: Id,
-    #[serde(rename = ":END_ID")]
-    pub(crate) dst: Id,
-    #[serde(rename = ":TYPE")]
-    pub(crate) label: Option<E>,
-}
-
-#[derive(Debug, Deserialize, Serialize)]
-pub struct PropNodeRecord<Id: IdType, N: Hash + Eq> {
-    #[serde(rename = "nodeId:ID")]
-    pub(crate) id: Id,
-    #[serde(rename = ":LABEL")]
-    pub(crate) label: Option<N>,
-
-    #[serde(flatten)]
-    pub(crate) properties: BTreeMap<String, JsonValue>,
-}
-
-#[derive(Debug, Deserialize, Serialize)]
-pub struct PropEdgeRecord<Id: IdType, E: Hash + Eq> {
-    #[serde(rename = ":START_ID")]
-    pub(crate) src: Id,
-    #[serde(rename = ":END_ID")]
-    pub(crate) dst: Id,
-    #[serde(rename = ":TYPE")]
-    pub(crate) label: Option<E>,
-
-    #[serde(flatten)]
-    pub(crate) properties: BTreeMap<String, JsonValue>,
-}
-
-impl<Id: IdType, N: Hash + Eq> NodeRecord<Id, N> {
-    #[inline]
-    pub fn new(id: Id, label: Option<N>) -> Self {
-        NodeRecord { id, label }
-    }
-
-    #[inline]
-    pub fn add_to_graph<E: Hash + Eq, G: MutGraphTrait<Id, N, E, L>, L: IdType>(self, g: &mut G) {
-        g.add_node(self.id, self.label);
-    }
-}
-
-impl<Id: IdType, E: Hash + Eq> EdgeRecord<Id, E> {
-    #[inline]
-    pub fn new(start: Id, target: Id, label: Option<E>) -> Self {
-        EdgeRecord {
-            src: start,
-            dst: target,
-            label,
-        }
-    }
-
-    #[inline]
-    pub fn add_to_graph<N: Hash + Eq, G: MutGraphTrait<Id, N, E, L>, L: IdType>(self, g: &mut G) {
-        g.add_edge(self.src, self.dst, self.label);
-    }
-}
-
-impl<Id: IdType, E: Hash + Eq> From<EdgeRecord<Id, E>> for PropEdgeRecord<Id, E> {
-    fn from(r: EdgeRecord<Id, E>) -> Self {
-        let src = r.src;
-        let dst = r.dst;
-        let label = r.label;
-
-        Self {
-            src,
-            dst,
-            label,
-            properties: BTreeMap::new(),
-        }
-    }
-}
-
-impl<'de, Id: IdType, N: Hash + Eq> Deserialize<'de> for NodeRecord<Id, N>
-where
-    Id: serde::Deserialize<'de>,
-    N: serde::Deserialize<'de>,
-{
-    fn deserialize<D>(deserializer: D) -> Result<Self, D::Error>
-    where
-        D: Deserializer<'de>,
-    {
-        #[derive(Deserialize)]
-        #[serde(field_identifier)]
-        enum Field {
-            #[serde(rename = "nodeId:ID")]
-            Id,
-            #[serde(rename = ":LABEL")]
-            Label,
-        }
-
-        struct NodeRecordVisitor<Id, N> {
-            _id: PhantomData<Id>,
-            _n: PhantomData<N>,
-        };
-
-        impl<'de, Id: IdType, N: Hash + Eq> Visitor<'de> for NodeRecordVisitor<Id, N>
-        where
-            Id: serde::Deserialize<'de>,
-            N: serde::Deserialize<'de>,
-        {
-            type Value = NodeRecord<Id, N>;
-
-            fn expecting(&self, formatter: &mut fmt::Formatter) -> fmt::Result {
-                formatter.write_str("struct NodeRecord")
-            }
-
-            fn visit_seq<V>(self, mut seq: V) -> Result<NodeRecord<Id, N>, V::Error>
-            where
-                V: SeqAccess<'de>,
-            {
-                let id = seq
-                    .next_element()?
-                    .ok_or_else(|| de::Error::invalid_length(0, &self))?;
-                let label = seq.next_element().unwrap_or(None);
-
-                Ok(NodeRecord::new(id, label))
-            }
-
-            fn visit_map<V>(self, mut map: V) -> Result<NodeRecord<Id, N>, V::Error>
-            where
-                V: MapAccess<'de>,
-            {
-                let mut id = None;
-                let mut label = None;
-
-                loop {
-                    if id.is_some() && label.is_some() {
-                        break;
-                    }
-
-                    let result = map.next_key();
-
-                    match result {
-                        Ok(n) => match n {
-                            Some(key) => match key {
-                                Field::Id => {
-                                    if id.is_some() {
-                                        return Err(de::Error::duplicate_field("id"));
-                                    }
-                                    id = Some(map.next_value()?);
-                                }
-                                Field::Label => {
-                                    if label.is_some() {
-                                        return Err(de::Error::duplicate_field("label"));
-                                    }
-                                    label = Some(map.next_value().unwrap_or(None));
-                                }
-                            },
-                            None => break,
-                        },
-                        Err(_e) => continue, // skip any unknown fields
-                    }
-                }
-
-                let id = id.ok_or_else(|| de::Error::missing_field("id"))?;
-                let label = label.unwrap_or(None);
-
-                Ok(NodeRecord::new(id, label))
-            }
-        }
-
-        const FIELDS: &[&str] = &["id", "label"];
-        deserializer.deserialize_struct(
-            "NodeRecord",
-            FIELDS,
-            NodeRecordVisitor {
-                _id: PhantomData,
-                _n: PhantomData,
-            },
-        )
-    }
-}
-
-impl<'de, Id: IdType, E: Hash + Eq> Deserialize<'de> for EdgeRecord<Id, E>
-where
-    Id: serde::Deserialize<'de>,
-    E: serde::Deserialize<'de>,
-{
-    fn deserialize<D>(deserializer: D) -> Result<Self, D::Error>
-    where
-        D: Deserializer<'de>,
-    {
-        #[derive(Deserialize)]
-        #[serde(field_identifier)]
-        enum Field {
-            #[serde(rename = ":START_ID")]
-            Start,
-            #[serde(rename = ":END_ID")]
-            Target,
-            #[serde(rename = ":TYPE")]
-            Label,
-        }
-
-        struct EdgeRecordVisitor<Id, E> {
-            _id: PhantomData<Id>,
-            _e: PhantomData<E>,
-        };
-
-        impl<'de, Id: IdType, E: Hash + Eq> Visitor<'de> for EdgeRecordVisitor<Id, E>
-        where
-            Id: serde::Deserialize<'de>,
-            E: serde::Deserialize<'de>,
-        {
-            type Value = EdgeRecord<Id, E>;
-
-            fn expecting(&self, formatter: &mut fmt::Formatter) -> fmt::Result {
-                formatter.write_str("struct EdgeRecord")
-            }
-
-            fn visit_seq<V>(self, mut seq: V) -> Result<EdgeRecord<Id, E>, V::Error>
-            where
-                V: SeqAccess<'de>,
-            {
-                let start = seq
-                    .next_element()?
-                    .ok_or_else(|| de::Error::invalid_length(0, &self))?;
-                let target = seq
-                    .next_element()?
-                    .ok_or_else(|| de::Error::invalid_length(1, &self))?;
-                let label = seq.next_element().unwrap_or(None);
-
-                Ok(EdgeRecord::new(start, target, label))
-            }
-
-            fn visit_map<V>(self, mut map: V) -> Result<EdgeRecord<Id, E>, V::Error>
-            where
-                V: MapAccess<'de>,
-            {
-                let mut start = None;
-                let mut target = None;
-                let mut label = None;
-
-                loop {
-                    if start.is_some() && target.is_some() && label.is_some() {
-                        break;
-                    }
-
-                    let result = map.next_key();
-
-                    match result {
-                        Ok(n) => match n {
-                            Some(key) => match key {
-                                Field::Start => {
-                                    if start.is_some() {
-                                        return Err(de::Error::duplicate_field("start"));
-                                    }
-                                    start = Some(map.next_value()?);
-                                }
-                                Field::Target => {
-                                    if target.is_some() {
-                                        return Err(de::Error::duplicate_field("target"));
-                                    }
-                                    target = Some(map.next_value()?);
-                                }
-                                Field::Label => {
-                                    if label.is_some() {
-                                        return Err(de::Error::duplicate_field("label"));
-                                    }
-                                    label = Some(map.next_value().unwrap_or(None));
-                                }
-                            },
-                            None => break,
-                        },
-                        Err(_e) => continue, // skip any unknown fields
-                    }
-                }
-
-                let start = start.ok_or_else(|| de::Error::missing_field("start"))?;
-                let target = target.ok_or_else(|| de::Error::missing_field("target"))?;
-                let label = label.unwrap_or(None);
-
-                Ok(EdgeRecord::new(start, target, label))
-            }
-        }
-
-        const FIELDS: &[&str] = &["start", "target", "label"];
-        deserializer.deserialize_struct(
-            "EdgeRecord",
-            FIELDS,
-            EdgeRecordVisitor {
-                _id: PhantomData,
-                _e: PhantomData,
-            },
-        )
-    }
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+use std::collections::BTreeMap;
+use std::fmt;
+use std::hash::Hash;
+use std::marker::PhantomData;
+
+use serde;
+use serde::de::{self, Deserialize, Deserializer, MapAccess, SeqAccess, Visitor};
+
+use crate::generic::{IdType, MutGraphTrait};
+use crate::io::csv::JsonValue;
+
+#[derive(Debug, Serialize)]
+pub struct NodeRecord<Id: IdType, N: Hash + Eq> {
+    #[serde(rename = "nodeId:ID")]
+    pub(crate) id: Id,
+    #[serde(rename = ":LABEL")]
+    pub(crate) label: Option<N>,
+}
+
+#[derive(Debug, Serialize)]
+pub struct EdgeRecord<Id: IdType, E: Hash + Eq> {
+    #[serde(rename = ":START_ID")]
+    pub(crate) src: Id,
+    #[serde(rename = ":END_ID")]
+    pub(crate) dst: Id,
+    #[serde(rename = ":TYPE")]
+    pub(crate) label: Option<E>,
+}
+
+#[derive(Debug, Deserialize, Serialize)]
+pub struct PropNodeRecord<Id: IdType, N: Hash + Eq> {
+    #[serde(rename = "nodeId:ID")]
+    pub(crate) id: Id,
+    #[serde(rename = ":LABEL")]
+    pub(crate) label: Option<N>,
+
+    #[serde(flatten)]
+    pub(crate) properties: BTreeMap<String, JsonValue>,
+}
+
+#[derive(Debug, Deserialize, Serialize)]
+pub struct PropEdgeRecord<Id: IdType, E: Hash + Eq> {
+    #[serde(rename = ":START_ID")]
+    pub(crate) src: Id,
+    #[serde(rename = ":END_ID")]
+    pub(crate) dst: Id,
+    #[serde(rename = ":TYPE")]
+    pub(crate) label: Option<E>,
+
+    #[serde(flatten)]
+    pub(crate) properties: BTreeMap<String, JsonValue>,
+}
+
+impl<Id: IdType, N: Hash + Eq> NodeRecord<Id, N> {
+    #[inline]
+    pub fn new(id: Id, label: Option<N>) -> Self {
+        NodeRecord { id, label }
+    }
+
+    #[inline]
+    pub fn add_to_graph<E: Hash + Eq, G: MutGraphTrait<Id, N, E, L>, L: IdType>(self, g: &mut G) {
+        g.add_node(self.id, self.label);
+    }
+}
+
+impl<Id: IdType, E: Hash + Eq> EdgeRecord<Id, E> {
+    #[inline]
+    pub fn new(start: Id, target: Id, label: Option<E>) -> Self {
+        EdgeRecord {
+            src: start,
+            dst: target,
+            label,
+        }
+    }
+
+    #[inline]
+    pub fn add_to_graph<N: Hash + Eq, G: MutGraphTrait<Id, N, E, L>, L: IdType>(self, g: &mut G) {
+        g.add_edge(self.src, self.dst, self.label);
+    }
+}
+
+impl<Id: IdType, E: Hash + Eq> From<EdgeRecord<Id, E>> for PropEdgeRecord<Id, E> {
+    fn from(r: EdgeRecord<Id, E>) -> Self {
+        let src = r.src;
+        let dst = r.dst;
+        let label = r.label;
+
+        Self {
+            src,
+            dst,
+            label,
+            properties: BTreeMap::new(),
+        }
+    }
+}
+
+impl<'de, Id: IdType, N: Hash + Eq> Deserialize<'de> for NodeRecord<Id, N>
+where
+    Id: serde::Deserialize<'de>,
+    N: serde::Deserialize<'de>,
+{
+    fn deserialize<D>(deserializer: D) -> Result<Self, D::Error>
+    where
+        D: Deserializer<'de>,
+    {
+        #[derive(Deserialize)]
+        #[serde(field_identifier)]
+        enum Field {
+            #[serde(rename = "nodeId:ID")]
+            Id,
+            #[serde(rename = ":LABEL")]
+            Label,
+        }
+
+        struct NodeRecordVisitor<Id, N> {
+            _id: PhantomData<Id>,
+            _n: PhantomData<N>,
+        };
+
+        impl<'de, Id: IdType, N: Hash + Eq> Visitor<'de> for NodeRecordVisitor<Id, N>
+        where
+            Id: serde::Deserialize<'de>,
+            N: serde::Deserialize<'de>,
+        {
+            type Value = NodeRecord<Id, N>;
+
+            fn expecting(&self, formatter: &mut fmt::Formatter) -> fmt::Result {
+                formatter.write_str("struct NodeRecord")
+            }
+
+            fn visit_seq<V>(self, mut seq: V) -> Result<NodeRecord<Id, N>, V::Error>
+            where
+                V: SeqAccess<'de>,
+            {
+                let id = seq
+                    .next_element()?
+                    .ok_or_else(|| de::Error::invalid_length(0, &self))?;
+                let label = seq.next_element().unwrap_or(None);
+
+                Ok(NodeRecord::new(id, label))
+            }
+
+            fn visit_map<V>(self, mut map: V) -> Result<NodeRecord<Id, N>, V::Error>
+            where
+                V: MapAccess<'de>,
+            {
+                let mut id = None;
+                let mut label = None;
+
+                loop {
+                    if id.is_some() && label.is_some() {
+                        break;
+                    }
+
+                    let result = map.next_key();
+
+                    match result {
+                        Ok(n) => match n {
+                            Some(key) => match key {
+                                Field::Id => {
+                                    if id.is_some() {
+                                        return Err(de::Error::duplicate_field("id"));
+                                    }
+                                    id = Some(map.next_value()?);
+                                }
+                                Field::Label => {
+                                    if label.is_some() {
+                                        return Err(de::Error::duplicate_field("label"));
+                                    }
+                                    label = Some(map.next_value().unwrap_or(None));
+                                }
+                            },
+                            None => break,
+                        },
+                        Err(_e) => continue, // skip any unknown fields
+                    }
+                }
+
+                let id = id.ok_or_else(|| de::Error::missing_field("id"))?;
+                let label = label.unwrap_or(None);
+
+                Ok(NodeRecord::new(id, label))
+            }
+        }
+
+        const FIELDS: &[&str] = &["id", "label"];
+        deserializer.deserialize_struct(
+            "NodeRecord",
+            FIELDS,
+            NodeRecordVisitor {
+                _id: PhantomData,
+                _n: PhantomData,
+            },
+        )
+    }
+}
+
+impl<'de, Id: IdType, E: Hash + Eq> Deserialize<'de> for EdgeRecord<Id, E>
+where
+    Id: serde::Deserialize<'de>,
+    E: serde::Deserialize<'de>,
+{
+    fn deserialize<D>(deserializer: D) -> Result<Self, D::Error>
+    where
+        D: Deserializer<'de>,
+    {
+        #[derive(Deserialize)]
+        #[serde(field_identifier)]
+        enum Field {
+            #[serde(rename = ":START_ID")]
+            Start,
+            #[serde(rename = ":END_ID")]
+            Target,
+            #[serde(rename = ":TYPE")]
+            Label,
+        }
+
+        struct EdgeRecordVisitor<Id, E> {
+            _id: PhantomData<Id>,
+            _e: PhantomData<E>,
+        };
+
+        impl<'de, Id: IdType, E: Hash + Eq> Visitor<'de> for EdgeRecordVisitor<Id, E>
+        where
+            Id: serde::Deserialize<'de>,
+            E: serde::Deserialize<'de>,
+        {
+            type Value = EdgeRecord<Id, E>;
+
+            fn expecting(&self, formatter: &mut fmt::Formatter) -> fmt::Result {
+                formatter.write_str("struct EdgeRecord")
+            }
+
+            fn visit_seq<V>(self, mut seq: V) -> Result<EdgeRecord<Id, E>, V::Error>
+            where
+                V: SeqAccess<'de>,
+            {
+                let start = seq
+                    .next_element()?
+                    .ok_or_else(|| de::Error::invalid_length(0, &self))?;
+                let target = seq
+                    .next_element()?
+                    .ok_or_else(|| de::Error::invalid_length(1, &self))?;
+                let label = seq.next_element().unwrap_or(None);
+
+                Ok(EdgeRecord::new(start, target, label))
+            }
+
+            fn visit_map<V>(self, mut map: V) -> Result<EdgeRecord<Id, E>, V::Error>
+            where
+                V: MapAccess<'de>,
+            {
+                let mut start = None;
+                let mut target = None;
+                let mut label = None;
+
+                loop {
+                    if start.is_some() && target.is_some() && label.is_some() {
+                        break;
+                    }
+
+                    let result = map.next_key();
+
+                    match result {
+                        Ok(n) => match n {
+                            Some(key) => match key {
+                                Field::Start => {
+                                    if start.is_some() {
+                                        return Err(de::Error::duplicate_field("start"));
+                                    }
+                                    start = Some(map.next_value()?);
+                                }
+                                Field::Target => {
+                                    if target.is_some() {
+                                        return Err(de::Error::duplicate_field("target"));
+                                    }
+                                    target = Some(map.next_value()?);
+                                }
+                                Field::Label => {
+                                    if label.is_some() {
+                                        return Err(de::Error::duplicate_field("label"));
+                                    }
+                                    label = Some(map.next_value().unwrap_or(None));
+                                }
+                            },
+                            None => break,
+                        },
+                        Err(_e) => continue, // skip any unknown fields
+                    }
+                }
+
+                let start = start.ok_or_else(|| de::Error::missing_field("start"))?;
+                let target = target.ok_or_else(|| de::Error::missing_field("target"))?;
+                let label = label.unwrap_or(None);
+
+                Ok(EdgeRecord::new(start, target, label))
+            }
+        }
+
+        const FIELDS: &[&str] = &["start", "target", "label"];
+        deserializer.deserialize_struct(
+            "EdgeRecord",
+            FIELDS,
+            EdgeRecordVisitor {
+                _id: PhantomData,
+                _e: PhantomData,
+            },
+        )
+    }
+}
diff --git a/src/io/csv/writer.rs b/src/io/csv/writer.rs
index c8b4bf2c..6a022cc8 100644
--- a/src/io/csv/writer.rs
+++ b/src/io/csv/writer.rs
@@ -1,134 +1,134 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-use std::hash::Hash;
-use std::io::Result;
-use std::path::{Path, PathBuf};
-
-use csv::WriterBuilder;
-use serde::Serialize;
-
-use crate::generic::GeneralGraph;
-use crate::generic::IdType;
-use crate::io::csv::record::{EdgeRecord, NodeRecord};
-
-pub struct CSVWriter<'a, Id, NL, EL, L>
-where
-    Id: 'a + IdType + Serialize,
-    NL: 'a + Hash + Eq + Serialize,
-    EL: 'a + Hash + Eq + Serialize,
-    L: 'a + IdType + Serialize,
-{
-    g: &'a dyn GeneralGraph<Id, NL, EL, L>,
-    path_to_nodes: PathBuf,
-    path_to_edges: PathBuf,
-    separator: u8,
-}
-
-impl<'a, Id, NL, EL, L> CSVWriter<'a, Id, NL, EL, L>
-where
-    Id: 'a + IdType + Serialize,
-    NL: 'a + Hash + Eq + Serialize,
-    EL: 'a + Hash + Eq + Serialize,
-
-    L: 'a + IdType + Serialize,
-{
-    pub fn new<P: AsRef<Path>>(
-        g: &'a dyn GeneralGraph<Id, NL, EL, L>,
-        path_to_nodes: P,
-        path_to_edges: P,
-    ) -> Self {
-        CSVWriter {
-            g,
-            path_to_nodes: path_to_nodes.as_ref().to_path_buf(),
-            path_to_edges: path_to_edges.as_ref().to_path_buf(),
-            separator: b',',
-        }
-    }
-
-    pub fn with_separator<P: AsRef<Path>>(
-        g: &'a dyn GeneralGraph<Id, NL, EL, L>,
-        path_to_nodes: P,
-        path_to_edges: P,
-        separator: &str,
-    ) -> Self {
-        let sep_string = match separator {
-            "comma" => ",",
-            "space" => " ",
-            "tab" => "\t",
-            other => other,
-        };
-
-        if sep_string.len() != 1 {
-            panic!("Invalid separator {}.", sep_string);
-        }
-
-        CSVWriter {
-            g,
-            path_to_nodes: path_to_nodes.as_ref().to_path_buf(),
-            path_to_edges: path_to_edges.as_ref().to_path_buf(),
-            separator: sep_string.chars().next().unwrap() as u8,
-        }
-    }
-}
-
-impl<'a, Id, NL, EL, L> CSVWriter<'a, Id, NL, EL, L>
-where
-    Id: 'a + IdType + Serialize,
-    NL: 'a + Hash + Eq + Serialize,
-    EL: 'a + Hash + Eq + Serialize,
-    L: 'a + IdType + Serialize,
-{
-    pub fn write(&self) -> Result<()> {
-        let g = self.g.as_labeled_graph();
-
-        info!(
-            "csv::Writer::write - Writing nodes to {}",
-            self.path_to_nodes.as_path().to_str().unwrap()
-        );
-
-        let mut wtr = WriterBuilder::new()
-            .delimiter(self.separator)
-            .from_path(self.path_to_nodes.as_path())?;
-
-        for id in self.g.node_indices() {
-            wtr.serialize(NodeRecord::new(id, g.get_node_label(id)))?;
-        }
-
-        info!(
-            "csv::Writer::write - Writing edges to {}",
-            self.path_to_edges.as_path().to_str().unwrap()
-        );
-
-        let mut wtr = WriterBuilder::new()
-            .delimiter(self.separator)
-            .from_path(self.path_to_edges.as_path())?;
-
-        for (start, target) in self.g.edge_indices() {
-            wtr.serialize(EdgeRecord::new(
-                start,
-                target,
-                g.get_edge_label(start, target),
-            ))?;
-        }
-
-        Ok(())
-    }
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+use std::hash::Hash;
+use std::io::Result;
+use std::path::{Path, PathBuf};
+
+use csv::WriterBuilder;
+use serde::Serialize;
+
+use crate::generic::GeneralGraph;
+use crate::generic::IdType;
+use crate::io::csv::record::{EdgeRecord, NodeRecord};
+
+pub struct CSVWriter<'a, Id, NL, EL, L>
+where
+    Id: 'a + IdType + Serialize,
+    NL: 'a + Hash + Eq + Serialize,
+    EL: 'a + Hash + Eq + Serialize,
+    L: 'a + IdType + Serialize,
+{
+    g: &'a dyn GeneralGraph<Id, NL, EL, L>,
+    path_to_nodes: PathBuf,
+    path_to_edges: PathBuf,
+    separator: u8,
+}
+
+impl<'a, Id, NL, EL, L> CSVWriter<'a, Id, NL, EL, L>
+where
+    Id: 'a + IdType + Serialize,
+    NL: 'a + Hash + Eq + Serialize,
+    EL: 'a + Hash + Eq + Serialize,
+
+    L: 'a + IdType + Serialize,
+{
+    pub fn new<P: AsRef<Path>>(
+        g: &'a dyn GeneralGraph<Id, NL, EL, L>,
+        path_to_nodes: P,
+        path_to_edges: P,
+    ) -> Self {
+        CSVWriter {
+            g,
+            path_to_nodes: path_to_nodes.as_ref().to_path_buf(),
+            path_to_edges: path_to_edges.as_ref().to_path_buf(),
+            separator: b',',
+        }
+    }
+
+    pub fn with_separator<P: AsRef<Path>>(
+        g: &'a dyn GeneralGraph<Id, NL, EL, L>,
+        path_to_nodes: P,
+        path_to_edges: P,
+        separator: &str,
+    ) -> Self {
+        let sep_string = match separator {
+            "comma" => ",",
+            "space" => " ",
+            "tab" => "\t",
+            other => other,
+        };
+
+        if sep_string.len() != 1 {
+            panic!("Invalid separator {}.", sep_string);
+        }
+
+        CSVWriter {
+            g,
+            path_to_nodes: path_to_nodes.as_ref().to_path_buf(),
+            path_to_edges: path_to_edges.as_ref().to_path_buf(),
+            separator: sep_string.chars().next().unwrap() as u8,
+        }
+    }
+}
+
+impl<'a, Id, NL, EL, L> CSVWriter<'a, Id, NL, EL, L>
+where
+    Id: 'a + IdType + Serialize,
+    NL: 'a + Hash + Eq + Serialize,
+    EL: 'a + Hash + Eq + Serialize,
+    L: 'a + IdType + Serialize,
+{
+    pub fn write(&self) -> Result<()> {
+        let g = self.g.as_labeled_graph();
+
+        info!(
+            "csv::Writer::write - Writing nodes to {}",
+            self.path_to_nodes.as_path().to_str().unwrap()
+        );
+
+        let mut wtr = WriterBuilder::new()
+            .delimiter(self.separator)
+            .from_path(self.path_to_nodes.as_path())?;
+
+        for id in self.g.node_indices() {
+            wtr.serialize(NodeRecord::new(id, g.get_node_label(id)))?;
+        }
+
+        info!(
+            "csv::Writer::write - Writing edges to {}",
+            self.path_to_edges.as_path().to_str().unwrap()
+        );
+
+        let mut wtr = WriterBuilder::new()
+            .delimiter(self.separator)
+            .from_path(self.path_to_edges.as_path())?;
+
+        for (start, target) in self.g.edge_indices() {
+            wtr.serialize(EdgeRecord::new(
+                start,
+                target,
+                g.get_edge_label(start, target),
+            ))?;
+        }
+
+        Ok(())
+    }
+}
diff --git a/src/io/mmap.rs b/src/io/mmap.rs
index 87248170..4c7644b0 100644
--- a/src/io/mmap.rs
+++ b/src/io/mmap.rs
@@ -1,123 +1,123 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-//! This implements some `Trait` for dumping and loading memory-mapped (mmap) file.
-//! Memory-mapped file is a mechanism in Unix-like system to reduce memory cost.
-//! More details can be found here: https://en.wikipedia.org/wiki/Memory-mapped_file.
-
-extern crate memmap;
-
-use std::fs::File;
-use std::io::{BufWriter, Result, Write};
-use std::marker::PhantomData;
-use std::mem;
-use std::ops;
-use std::path::Path;
-use std::slice;
-
-pub struct TypedMemoryMap<T: Copy> {
-    pub map: memmap::Mmap,
-    pub len: usize,
-    type_len: usize,
-    // in bytes (needed because map extends to full block)
-    phn: PhantomData<T>,
-}
-
-impl<T: Copy> TypedMemoryMap<T> {
-    pub fn new<P: AsRef<Path>>(filename: P) -> Self {
-        let file = File::open(filename).expect("error opening file");
-        let size = file.metadata().expect("error reading metadata").len() as usize;
-        let type_len = mem::size_of::<T>();
-        TypedMemoryMap {
-            map: unsafe { memmap::Mmap::map(&file).unwrap() },
-            len: size / type_len,
-            type_len,
-            phn: PhantomData,
-        }
-    }
-
-    pub fn with_mmap(map: memmap::Mmap) -> Self {
-        let size = map.len();
-        let type_len = mem::size_of::<T>();
-        Self {
-            map,
-            len: size / type_len,
-            type_len,
-            phn: PhantomData,
-        }
-    }
-}
-
-impl<T: Copy> ops::Index<ops::RangeFull> for TypedMemoryMap<T> {
-    type Output = [T];
-    #[inline]
-    fn index(&self, _index: ops::RangeFull) -> &[T] {
-        unsafe { slice::from_raw_parts(self.map.as_ptr() as *const T, self.len) }
-    }
-}
-
-impl<T: Copy> ops::Index<ops::RangeFrom<usize>> for TypedMemoryMap<T> {
-    type Output = [T];
-    #[inline]
-    fn index(&self, _index: ops::RangeFrom<usize>) -> &[T] {
-        let index = _index.start;
-        unsafe {
-            slice::from_raw_parts(
-                self.map.as_ptr().add(index * self.type_len) as *const T,
-                self.len - index,
-            )
-        }
-    }
-}
-
-impl<T: Copy> ops::Index<ops::RangeTo<usize>> for TypedMemoryMap<T> {
-    type Output = [T];
-    #[inline]
-    fn index(&self, _index: ops::RangeTo<usize>) -> &[T] {
-        unsafe { slice::from_raw_parts(self.map.as_ptr() as *const T, _index.end) }
-    }
-}
-
-#[inline]
-pub fn typed_as_byte_slice<T: Copy>(slice: &[T]) -> &[u8] {
-    unsafe {
-        slice::from_raw_parts(
-            slice.as_ptr() as *const u8,
-            slice.len() * mem::size_of::<T>(),
-        )
-    }
-}
-
-pub unsafe fn dump<W: Write, T: Copy>(data: &[T], write: W) -> Result<()> {
-    let mut writer = BufWriter::new(write);
-    let mut slice = typed_as_byte_slice(data);
-
-    while !slice.is_empty() {
-        let to_write = if slice.len() < 10000 {
-            slice.len()
-        } else {
-            10000
-        };
-        writer.write_all(&slice[..to_write])?;
-        slice = &slice[to_write..];
-    }
-
-    writer.flush()
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+//! This implements some `Trait` for dumping and loading memory-mapped (mmap) file.
+//! Memory-mapped file is a mechanism in Unix-like system to reduce memory cost.
+//! More details can be found here: https://en.wikipedia.org/wiki/Memory-mapped_file.
+
+extern crate memmap;
+
+use std::fs::File;
+use std::io::{BufWriter, Result, Write};
+use std::marker::PhantomData;
+use std::mem;
+use std::ops;
+use std::path::Path;
+use std::slice;
+
+pub struct TypedMemoryMap<T: Copy> {
+    pub map: memmap::Mmap,
+    pub len: usize,
+    type_len: usize,
+    // in bytes (needed because map extends to full block)
+    phn: PhantomData<T>,
+}
+
+impl<T: Copy> TypedMemoryMap<T> {
+    pub fn new<P: AsRef<Path>>(filename: P) -> Self {
+        let file = File::open(filename).expect("error opening file");
+        let size = file.metadata().expect("error reading metadata").len() as usize;
+        let type_len = mem::size_of::<T>();
+        TypedMemoryMap {
+            map: unsafe { memmap::Mmap::map(&file).unwrap() },
+            len: size / type_len,
+            type_len,
+            phn: PhantomData,
+        }
+    }
+
+    pub fn with_mmap(map: memmap::Mmap) -> Self {
+        let size = map.len();
+        let type_len = mem::size_of::<T>();
+        Self {
+            map,
+            len: size / type_len,
+            type_len,
+            phn: PhantomData,
+        }
+    }
+}
+
+impl<T: Copy> ops::Index<ops::RangeFull> for TypedMemoryMap<T> {
+    type Output = [T];
+    #[inline]
+    fn index(&self, _index: ops::RangeFull) -> &[T] {
+        unsafe { slice::from_raw_parts(self.map.as_ptr() as *const T, self.len) }
+    }
+}
+
+impl<T: Copy> ops::Index<ops::RangeFrom<usize>> for TypedMemoryMap<T> {
+    type Output = [T];
+    #[inline]
+    fn index(&self, _index: ops::RangeFrom<usize>) -> &[T] {
+        let index = _index.start;
+        unsafe {
+            slice::from_raw_parts(
+                self.map.as_ptr().add(index * self.type_len) as *const T,
+                self.len - index,
+            )
+        }
+    }
+}
+
+impl<T: Copy> ops::Index<ops::RangeTo<usize>> for TypedMemoryMap<T> {
+    type Output = [T];
+    #[inline]
+    fn index(&self, _index: ops::RangeTo<usize>) -> &[T] {
+        unsafe { slice::from_raw_parts(self.map.as_ptr() as *const T, _index.end) }
+    }
+}
+
+#[inline]
+pub fn typed_as_byte_slice<T: Copy>(slice: &[T]) -> &[u8] {
+    unsafe {
+        slice::from_raw_parts(
+            slice.as_ptr() as *const u8,
+            slice.len() * mem::size_of::<T>(),
+        )
+    }
+}
+
+pub unsafe fn dump<W: Write, T: Copy>(data: &[T], write: W) -> Result<()> {
+    let mut writer = BufWriter::new(write);
+    let mut slice = typed_as_byte_slice(data);
+
+    while !slice.is_empty() {
+        let to_write = if slice.len() < 10000 {
+            slice.len()
+        } else {
+            10000
+        };
+        writer.write_all(&slice[..to_write])?;
+        slice = &slice[to_write..];
+    }
+
+    writer.flush()
+}
diff --git a/src/io/mod.rs b/src/io/mod.rs
index 3a69348c..1759dca5 100644
--- a/src/io/mod.rs
+++ b/src/io/mod.rs
@@ -1,26 +1,26 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-pub mod csv;
-pub mod mmap;
-pub mod serde;
-
-pub use crate::io::csv::{read_from_csv, write_to_csv};
-pub use crate::io::serde::{Deserialize, Deserializer, Serialize, Serializer};
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+pub mod csv;
+pub mod mmap;
+pub mod serde;
+
+pub use crate::io::csv::{read_from_csv, write_to_csv};
+pub use crate::io::serde::{Deserialize, Deserializer, Serialize, Serializer};
diff --git a/src/io/serde.rs b/src/io/serde.rs
index 58eea950..c36e95f1 100644
--- a/src/io/serde.rs
+++ b/src/io/serde.rs
@@ -1,77 +1,77 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-use std::fs::File;
-use std::io::{BufReader, BufWriter};
-use std::path::Path;
-
-use serde::{de, ser};
-
-pub use bincode::Result;
-use bincode::{deserialize_from, serialize_into};
-
-pub struct Serializer;
-pub struct Deserializer;
-
-pub trait Serialize: ser::Serialize {
-    #[inline(always)]
-    fn export<P>(&self, path: P) -> Result<()>
-    where
-        P: AsRef<Path>,
-    {
-        Serializer::export(&self, path)
-    }
-}
-
-pub trait Deserialize: de::DeserializeOwned {
-    #[inline(always)]
-    fn import<P>(path: P) -> Result<Self>
-    where
-        P: AsRef<Path>,
-    {
-        Deserializer::import(path)
-    }
-}
-
-impl Serializer {
-    #[inline(always)]
-    pub fn export<T, P>(obj: &T, path: P) -> Result<()>
-    where
-        T: ser::Serialize,
-        P: AsRef<Path>,
-    {
-        let mut writer = BufWriter::new(File::create(path)?);
-
-        serialize_into(&mut writer, &obj)
-    }
-}
-
-impl Deserializer {
-    #[inline(always)]
-    pub fn import<T, P>(path: P) -> Result<T>
-    where
-        T: de::DeserializeOwned,
-        P: AsRef<Path>,
-    {
-        let mut reader = BufReader::new(File::open(path)?);
-
-        deserialize_from(&mut reader)
-    }
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+use std::fs::File;
+use std::io::{BufReader, BufWriter};
+use std::path::Path;
+
+use serde::{de, ser};
+
+pub use bincode::Result;
+use bincode::{deserialize_from, serialize_into};
+
+pub struct Serializer;
+pub struct Deserializer;
+
+pub trait Serialize: ser::Serialize {
+    #[inline(always)]
+    fn export<P>(&self, path: P) -> Result<()>
+    where
+        P: AsRef<Path>,
+    {
+        Serializer::export(&self, path)
+    }
+}
+
+pub trait Deserialize: de::DeserializeOwned {
+    #[inline(always)]
+    fn import<P>(path: P) -> Result<Self>
+    where
+        P: AsRef<Path>,
+    {
+        Deserializer::import(path)
+    }
+}
+
+impl Serializer {
+    #[inline(always)]
+    pub fn export<T, P>(obj: &T, path: P) -> Result<()>
+    where
+        T: ser::Serialize,
+        P: AsRef<Path>,
+    {
+        let mut writer = BufWriter::new(File::create(path)?);
+
+        serialize_into(&mut writer, &obj)
+    }
+}
+
+impl Deserializer {
+    #[inline(always)]
+    pub fn import<T, P>(path: P) -> Result<T>
+    where
+        T: de::DeserializeOwned,
+        P: AsRef<Path>,
+    {
+        let mut reader = BufReader::new(File::open(path)?);
+
+        deserialize_from(&mut reader)
+    }
+}
diff --git a/src/lib.rs b/src/lib.rs
index 28ceb37e..582483e1 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -1,59 +1,61 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-#![feature(async_await)]
-
-extern crate bincode;
-extern crate counter;
-extern crate csv;
-extern crate fixedbitset;
-extern crate fxhash;
-extern crate hashbrown;
-extern crate indexmap;
-extern crate itertools;
-extern crate rand;
-extern crate rayon;
-extern crate rocksdb;
-extern crate serde;
-extern crate serde_cbor;
-extern crate serde_json;
-extern crate tikv_client;
-
-//extern crate sled;
-#[macro_use]
-extern crate log;
-#[macro_use]
-extern crate serde_derive;
-extern crate lru;
-extern crate regex;
-
-pub mod algorithm;
-pub mod generic;
-pub mod graph_gen;
-pub mod graph_impl;
-pub mod io;
-pub mod map;
-pub mod prelude;
-pub mod property;
-
-pub use crate::graph_impl::{DiGraphMap, DiStaticGraph, GraphMap, StaticGraph, UnGraphMap, UnStaticGraph};
-
-pub static VERSION: &str = env!("CARGO_PKG_VERSION");
-pub static NAME: &str = env!("CARGO_PKG_NAME");
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+#![feature(async_await)]
+
+extern crate bincode;
+extern crate counter;
+extern crate csv;
+extern crate fixedbitset;
+extern crate fxhash;
+extern crate hashbrown;
+extern crate indexmap;
+extern crate itertools;
+extern crate rand;
+extern crate rayon;
+extern crate rocksdb;
+extern crate serde;
+extern crate serde_cbor;
+extern crate serde_json;
+extern crate tikv_client;
+
+//extern crate sled;
+#[macro_use]
+extern crate log;
+#[macro_use]
+extern crate serde_derive;
+extern crate lru;
+extern crate regex;
+
+pub mod algorithm;
+pub mod generic;
+pub mod graph_gen;
+pub mod graph_impl;
+pub mod io;
+pub mod map;
+pub mod prelude;
+pub mod property;
+
+pub use crate::graph_impl::{
+    DiGraphMap, DiStaticGraph, GraphMap, StaticGraph, UnGraphMap, UnStaticGraph,
+};
+
+pub static VERSION: &str = env!("CARGO_PKG_VERSION");
+pub static NAME: &str = env!("CARGO_PKG_NAME");
diff --git a/src/map/mod.rs b/src/map/mod.rs
index 9bc273e5..3f9e3118 100644
--- a/src/map/mod.rs
+++ b/src/map/mod.rs
@@ -1,27 +1,27 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-/// Implementations of id-item mapping table that
-/// maps arbitrary data to `usize` integer.
-pub mod set_map;
-pub mod vec_map;
-
-pub use crate::map::set_map::SetMap;
-pub use crate::map::vec_map::VecMap;
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+/// Implementations of id-item mapping table that
+/// maps arbitrary data to `usize` integer.
+pub mod set_map;
+pub mod vec_map;
+
+pub use crate::map::set_map::SetMap;
+pub use crate::map::vec_map::VecMap;
diff --git a/src/map/set_map.rs b/src/map/set_map.rs
index 476b6cd0..e9a8a218 100644
--- a/src/map/set_map.rs
+++ b/src/map/set_map.rs
@@ -1,192 +1,192 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-use std::hash::{Hash, Hasher};
-use std::iter::FromIterator;
-
-use fxhash::FxBuildHasher;
-use indexmap::IndexSet;
-use serde;
-
-use crate::generic::{Iter, MapTrait, MutMapTrait};
-use crate::io::{Deserialize, Serialize};
-use crate::map::VecMap;
-
-type FxIndexSet<V> = IndexSet<V, FxBuildHasher>;
-
-/// More efficient but less compact.
-#[derive(Debug, PartialEq, Eq, Clone, Serialize, Deserialize)]
-pub struct SetMap<L: Hash + Eq> {
-    labels: FxIndexSet<L>,
-}
-
-impl<L: Hash + Eq> Serialize for SetMap<L> where L: serde::Serialize {}
-
-impl<L: Hash + Eq> Deserialize for SetMap<L> where L: for<'de> serde::Deserialize<'de> {}
-
-impl<L: Hash + Eq> SetMap<L> {
-    pub fn new() -> Self {
-        SetMap {
-            labels: FxIndexSet::default(),
-        }
-    }
-
-    pub fn with_capacity(capacity: usize) -> Self {
-        SetMap {
-            labels: IndexSet::with_capacity_and_hasher(capacity, FxBuildHasher::default()),
-        }
-    }
-
-    pub fn from_vec(vec: Vec<L>) -> Self {
-        SetMap {
-            labels: vec.into_iter().collect(),
-        }
-    }
-
-    pub fn clear(&mut self) {
-        self.labels.clear();
-    }
-}
-
-impl<L: Hash + Eq> Default for SetMap<L> {
-    fn default() -> Self {
-        SetMap::new()
-    }
-}
-
-impl<L: Hash + Eq> MapTrait<L> for SetMap<L> {
-    /// *O(1)*
-    #[inline]
-    fn get_item(&self, id: usize) -> Option<&L> {
-        self.labels.get_index(id)
-    }
-
-    /// *O(1)*
-    #[inline]
-    fn find_index(&self, item: &L) -> Option<usize> {
-        match self.labels.get_full(item) {
-            Some((i, _)) => Some(i),
-            None => None,
-        }
-    }
-
-    /// *O(1)*
-    #[inline]
-    fn contains(&self, item: &L) -> bool {
-        self.labels.contains(item)
-    }
-
-    #[inline]
-    fn items<'a>(&'a self) -> Iter<'a, &L> {
-        Iter::new(Box::new(self.labels.iter()))
-    }
-
-    #[inline]
-    fn items_vec(self) -> Vec<L> {
-        self.labels.into_iter().collect()
-    }
-
-    /// *O(1)*
-    #[inline]
-    fn len(&self) -> usize {
-        self.labels.len()
-    }
-}
-
-impl<L: Hash + Eq> MutMapTrait<L> for SetMap<L> {
-    /// *O(1)*
-    #[inline]
-    fn add_item(&mut self, item: L) -> usize {
-        if self.labels.contains(&item) {
-            self.labels.get_full(&item).unwrap().0
-        } else {
-            self.labels.insert(item);
-
-            self.len() - 1
-        }
-    }
-
-    /// *O(1)*
-    #[inline]
-    fn pop_item(&mut self) -> Option<L> {
-        self.labels.pop()
-    }
-}
-
-impl<L: Hash + Eq> Hash for SetMap<L> {
-    fn hash<H: Hasher>(&self, state: &mut H) {
-        for l in self.items() {
-            l.hash(state);
-        }
-    }
-}
-
-impl<L: Hash + Eq> FromIterator<L> for SetMap<L> {
-    fn from_iter<T: IntoIterator<Item = L>>(iter: T) -> Self {
-        let mut map = SetMap::new();
-
-        for i in iter {
-            map.add_item(i);
-        }
-
-        map
-    }
-}
-
-impl<L: Hash + Eq> From<Vec<L>> for SetMap<L> {
-    fn from(vec: Vec<L>) -> Self {
-        SetMap::from_vec(vec)
-    }
-}
-
-impl<'a, L: Hash + Eq + Clone> From<&'a Vec<L>> for SetMap<L> {
-    fn from(vec: &'a Vec<L>) -> Self {
-        SetMap::from_vec(vec.clone())
-    }
-}
-
-impl<L: Hash + Eq> From<VecMap<L>> for SetMap<L> {
-    fn from(vec_map: VecMap<L>) -> Self {
-        let data = vec_map.items_vec();
-
-        SetMap::from_vec(data)
-    }
-}
-
-impl<'a, L: Hash + Eq + Clone> From<&'a VecMap<L>> for SetMap<L> {
-    fn from(vec_map: &'a VecMap<L>) -> Self {
-        let data = vec_map.clone().items_vec();
-
-        SetMap::from_vec(data)
-    }
-}
-
-#[macro_export]
-macro_rules! setmap {
-    ( $( $x:expr ),* ) => {
-        {
-            let mut temp_map = SetMap::new();
-            $(
-                temp_map.add_item($x);
-            )*
-            temp_map
-        }
-    };
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+use std::hash::{Hash, Hasher};
+use std::iter::FromIterator;
+
+use fxhash::FxBuildHasher;
+use indexmap::IndexSet;
+use serde;
+
+use crate::generic::{Iter, MapTrait, MutMapTrait};
+use crate::io::{Deserialize, Serialize};
+use crate::map::VecMap;
+
+type FxIndexSet<V> = IndexSet<V, FxBuildHasher>;
+
+/// More efficient but less compact.
+#[derive(Debug, PartialEq, Eq, Clone, Serialize, Deserialize)]
+pub struct SetMap<L: Hash + Eq> {
+    labels: FxIndexSet<L>,
+}
+
+impl<L: Hash + Eq> Serialize for SetMap<L> where L: serde::Serialize {}
+
+impl<L: Hash + Eq> Deserialize for SetMap<L> where L: for<'de> serde::Deserialize<'de> {}
+
+impl<L: Hash + Eq> SetMap<L> {
+    pub fn new() -> Self {
+        SetMap {
+            labels: FxIndexSet::default(),
+        }
+    }
+
+    pub fn with_capacity(capacity: usize) -> Self {
+        SetMap {
+            labels: IndexSet::with_capacity_and_hasher(capacity, FxBuildHasher::default()),
+        }
+    }
+
+    pub fn from_vec(vec: Vec<L>) -> Self {
+        SetMap {
+            labels: vec.into_iter().collect(),
+        }
+    }
+
+    pub fn clear(&mut self) {
+        self.labels.clear();
+    }
+}
+
+impl<L: Hash + Eq> Default for SetMap<L> {
+    fn default() -> Self {
+        SetMap::new()
+    }
+}
+
+impl<L: Hash + Eq> MapTrait<L> for SetMap<L> {
+    /// *O(1)*
+    #[inline]
+    fn get_item(&self, id: usize) -> Option<&L> {
+        self.labels.get_index(id)
+    }
+
+    /// *O(1)*
+    #[inline]
+    fn find_index(&self, item: &L) -> Option<usize> {
+        match self.labels.get_full(item) {
+            Some((i, _)) => Some(i),
+            None => None,
+        }
+    }
+
+    /// *O(1)*
+    #[inline]
+    fn contains(&self, item: &L) -> bool {
+        self.labels.contains(item)
+    }
+
+    #[inline]
+    fn items<'a>(&'a self) -> Iter<'a, &L> {
+        Iter::new(Box::new(self.labels.iter()))
+    }
+
+    #[inline]
+    fn items_vec(self) -> Vec<L> {
+        self.labels.into_iter().collect()
+    }
+
+    /// *O(1)*
+    #[inline]
+    fn len(&self) -> usize {
+        self.labels.len()
+    }
+}
+
+impl<L: Hash + Eq> MutMapTrait<L> for SetMap<L> {
+    /// *O(1)*
+    #[inline]
+    fn add_item(&mut self, item: L) -> usize {
+        if self.labels.contains(&item) {
+            self.labels.get_full(&item).unwrap().0
+        } else {
+            self.labels.insert(item);
+
+            self.len() - 1
+        }
+    }
+
+    /// *O(1)*
+    #[inline]
+    fn pop_item(&mut self) -> Option<L> {
+        self.labels.pop()
+    }
+}
+
+impl<L: Hash + Eq> Hash for SetMap<L> {
+    fn hash<H: Hasher>(&self, state: &mut H) {
+        for l in self.items() {
+            l.hash(state);
+        }
+    }
+}
+
+impl<L: Hash + Eq> FromIterator<L> for SetMap<L> {
+    fn from_iter<T: IntoIterator<Item = L>>(iter: T) -> Self {
+        let mut map = SetMap::new();
+
+        for i in iter {
+            map.add_item(i);
+        }
+
+        map
+    }
+}
+
+impl<L: Hash + Eq> From<Vec<L>> for SetMap<L> {
+    fn from(vec: Vec<L>) -> Self {
+        SetMap::from_vec(vec)
+    }
+}
+
+impl<'a, L: Hash + Eq + Clone> From<&'a Vec<L>> for SetMap<L> {
+    fn from(vec: &'a Vec<L>) -> Self {
+        SetMap::from_vec(vec.clone())
+    }
+}
+
+impl<L: Hash + Eq> From<VecMap<L>> for SetMap<L> {
+    fn from(vec_map: VecMap<L>) -> Self {
+        let data = vec_map.items_vec();
+
+        SetMap::from_vec(data)
+    }
+}
+
+impl<'a, L: Hash + Eq + Clone> From<&'a VecMap<L>> for SetMap<L> {
+    fn from(vec_map: &'a VecMap<L>) -> Self {
+        let data = vec_map.clone().items_vec();
+
+        SetMap::from_vec(data)
+    }
+}
+
+#[macro_export]
+macro_rules! setmap {
+    ( $( $x:expr ),* ) => {
+        {
+            let mut temp_map = SetMap::new();
+            $(
+                temp_map.add_item($x);
+            )*
+            temp_map
+        }
+    };
+}
diff --git a/src/map/vec_map.rs b/src/map/vec_map.rs
index d3dba7c8..059ff846 100644
--- a/src/map/vec_map.rs
+++ b/src/map/vec_map.rs
@@ -1,186 +1,186 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-use std::hash::Hash;
-use std::iter::FromIterator;
-
-use serde;
-
-use crate::generic::{Iter, MapTrait, MutMapTrait};
-use crate::io::{Deserialize, Serialize};
-use crate::map::SetMap;
-
-/// Less efficient but more compact.
-#[derive(Debug, Hash, PartialEq, Eq, Clone, Serialize, Deserialize)]
-pub struct VecMap<L> {
-    labels: Vec<L>,
-}
-
-impl<L: Hash + Eq> Serialize for VecMap<L> where L: serde::Serialize {}
-
-impl<L: Hash + Eq> Deserialize for VecMap<L> where L: for<'de> serde::Deserialize<'de> {}
-
-impl<L> VecMap<L> {
-    pub fn new() -> Self {
-        VecMap {
-            labels: Vec::<L>::new(),
-        }
-    }
-
-    pub fn with_capacity(capacity: usize) -> Self {
-        VecMap {
-            labels: Vec::<L>::with_capacity(capacity),
-        }
-    }
-
-    pub fn from_vec(labels: Vec<L>) -> Self {
-        VecMap { labels }
-    }
-
-    pub fn shrink_to_fit(&mut self) {
-        self.labels.shrink_to_fit();
-    }
-
-    pub fn clear(&mut self) {
-        self.labels.clear();
-    }
-}
-
-impl<L> Default for VecMap<L> {
-    fn default() -> Self {
-        VecMap::new()
-    }
-}
-
-impl<L: Eq> MapTrait<L> for VecMap<L> {
-    /// *O(1)*
-    #[inline]
-    fn get_item(&self, id: usize) -> Option<&L> {
-        self.labels.get(id)
-    }
-
-    /// *O(n)*
-    #[inline]
-    fn find_index(&self, item: &L) -> Option<usize> {
-        for (i, elem) in self.labels.iter().enumerate() {
-            if elem == item {
-                return Some(i);
-            }
-        }
-
-        None
-    }
-
-    /// *O(n)*
-    #[inline]
-    fn contains(&self, item: &L) -> bool {
-        self.find_index(item).is_some()
-    }
-
-    #[inline]
-    fn items(&self) -> Iter<&L> {
-        Iter::new(Box::new(self.labels.iter()))
-    }
-
-    #[inline]
-    fn items_vec(self) -> Vec<L> {
-        self.labels
-    }
-
-    /// *O(1)*
-    #[inline]
-    fn len(&self) -> usize {
-        self.labels.len()
-    }
-}
-
-impl<L: Eq> MutMapTrait<L> for VecMap<L> {
-    /// *O(n)*
-    #[inline]
-    fn add_item(&mut self, item: L) -> usize {
-        match self.find_index(&item) {
-            Some(i) => i,
-            None => {
-                self.labels.push(item);
-
-                self.len() - 1
-            }
-        }
-    }
-
-    /// *O(1)*
-    #[inline]
-    fn pop_item(&mut self) -> Option<L> {
-        self.labels.pop()
-    }
-}
-
-impl<L: Eq> FromIterator<L> for VecMap<L> {
-    fn from_iter<T: IntoIterator<Item = L>>(iter: T) -> Self {
-        let mut map = VecMap::new();
-
-        for i in iter {
-            map.add_item(i);
-        }
-
-        map
-    }
-}
-
-impl<L: Eq> From<Vec<L>> for VecMap<L> {
-    fn from(vec: Vec<L>) -> Self {
-        VecMap::from_vec(vec)
-    }
-}
-
-impl<'a, L: Eq + Clone> From<&'a Vec<L>> for VecMap<L> {
-    fn from(vec: &'a Vec<L>) -> Self {
-        VecMap::from_vec(vec.clone())
-    }
-}
-
-impl<L: Hash + Eq> From<SetMap<L>> for VecMap<L> {
-    fn from(set_map: SetMap<L>) -> Self {
-        let data = set_map.items_vec();
-
-        VecMap::from_vec(data)
-    }
-}
-
-impl<'a, L: Hash + Eq + Clone> From<&'a SetMap<L>> for VecMap<L> {
-    fn from(set_map: &'a SetMap<L>) -> Self {
-        let data = set_map.clone().items_vec();
-
-        VecMap::from_vec(data)
-    }
-}
-
-#[macro_export]
-macro_rules! vecmap {
-    ( $( $x:expr ),* ) => {
-        {
-            let mut temp_map = VecMap::new();
-            $(
-                temp_map.add_item($x);
-            )*
-            temp_map
-        }
-    };
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+use std::hash::Hash;
+use std::iter::FromIterator;
+
+use serde;
+
+use crate::generic::{Iter, MapTrait, MutMapTrait};
+use crate::io::{Deserialize, Serialize};
+use crate::map::SetMap;
+
+/// Less efficient but more compact.
+#[derive(Debug, Hash, PartialEq, Eq, Clone, Serialize, Deserialize)]
+pub struct VecMap<L> {
+    labels: Vec<L>,
+}
+
+impl<L: Hash + Eq> Serialize for VecMap<L> where L: serde::Serialize {}
+
+impl<L: Hash + Eq> Deserialize for VecMap<L> where L: for<'de> serde::Deserialize<'de> {}
+
+impl<L> VecMap<L> {
+    pub fn new() -> Self {
+        VecMap {
+            labels: Vec::<L>::new(),
+        }
+    }
+
+    pub fn with_capacity(capacity: usize) -> Self {
+        VecMap {
+            labels: Vec::<L>::with_capacity(capacity),
+        }
+    }
+
+    pub fn from_vec(labels: Vec<L>) -> Self {
+        VecMap { labels }
+    }
+
+    pub fn shrink_to_fit(&mut self) {
+        self.labels.shrink_to_fit();
+    }
+
+    pub fn clear(&mut self) {
+        self.labels.clear();
+    }
+}
+
+impl<L> Default for VecMap<L> {
+    fn default() -> Self {
+        VecMap::new()
+    }
+}
+
+impl<L: Eq> MapTrait<L> for VecMap<L> {
+    /// *O(1)*
+    #[inline]
+    fn get_item(&self, id: usize) -> Option<&L> {
+        self.labels.get(id)
+    }
+
+    /// *O(n)*
+    #[inline]
+    fn find_index(&self, item: &L) -> Option<usize> {
+        for (i, elem) in self.labels.iter().enumerate() {
+            if elem == item {
+                return Some(i);
+            }
+        }
+
+        None
+    }
+
+    /// *O(n)*
+    #[inline]
+    fn contains(&self, item: &L) -> bool {
+        self.find_index(item).is_some()
+    }
+
+    #[inline]
+    fn items(&self) -> Iter<&L> {
+        Iter::new(Box::new(self.labels.iter()))
+    }
+
+    #[inline]
+    fn items_vec(self) -> Vec<L> {
+        self.labels
+    }
+
+    /// *O(1)*
+    #[inline]
+    fn len(&self) -> usize {
+        self.labels.len()
+    }
+}
+
+impl<L: Eq> MutMapTrait<L> for VecMap<L> {
+    /// *O(n)*
+    #[inline]
+    fn add_item(&mut self, item: L) -> usize {
+        match self.find_index(&item) {
+            Some(i) => i,
+            None => {
+                self.labels.push(item);
+
+                self.len() - 1
+            }
+        }
+    }
+
+    /// *O(1)*
+    #[inline]
+    fn pop_item(&mut self) -> Option<L> {
+        self.labels.pop()
+    }
+}
+
+impl<L: Eq> FromIterator<L> for VecMap<L> {
+    fn from_iter<T: IntoIterator<Item = L>>(iter: T) -> Self {
+        let mut map = VecMap::new();
+
+        for i in iter {
+            map.add_item(i);
+        }
+
+        map
+    }
+}
+
+impl<L: Eq> From<Vec<L>> for VecMap<L> {
+    fn from(vec: Vec<L>) -> Self {
+        VecMap::from_vec(vec)
+    }
+}
+
+impl<'a, L: Eq + Clone> From<&'a Vec<L>> for VecMap<L> {
+    fn from(vec: &'a Vec<L>) -> Self {
+        VecMap::from_vec(vec.clone())
+    }
+}
+
+impl<L: Hash + Eq> From<SetMap<L>> for VecMap<L> {
+    fn from(set_map: SetMap<L>) -> Self {
+        let data = set_map.items_vec();
+
+        VecMap::from_vec(data)
+    }
+}
+
+impl<'a, L: Hash + Eq + Clone> From<&'a SetMap<L>> for VecMap<L> {
+    fn from(set_map: &'a SetMap<L>) -> Self {
+        let data = set_map.clone().items_vec();
+
+        VecMap::from_vec(data)
+    }
+}
+
+#[macro_export]
+macro_rules! vecmap {
+    ( $( $x:expr ),* ) => {
+        {
+            let mut temp_map = VecMap::new();
+            $(
+                temp_map.add_item($x);
+            )*
+            temp_map
+        }
+    };
+}
diff --git a/src/prelude/mod.rs b/src/prelude/mod.rs
index 19f52602..229130d8 100644
--- a/src/prelude/mod.rs
+++ b/src/prelude/mod.rs
@@ -1,31 +1,31 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-//! Commonly used items and traits.
-//! # Example
-//! ```
-//! use rust_graph::prelude::*;
-//! ```
-
-pub use crate::generic::{
-    DefaultId, DiGraphTrait, Directed, EdgeTrait, GeneralGraph, GraphLabelTrait, GraphTrait,
-    GraphType, IdType, Iter, MapTrait, MutEdgeType, MutGraphLabelTrait, MutGraphTrait, MutMapTrait,
-    MutNodeTrait, NodeTrait, UnGraphTrait, Undirected, Void,
-};
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+//! Commonly used items and traits.
+//! # Example
+//! ```
+//! use rust_graph::prelude::*;
+//! ```
+
+pub use crate::generic::{
+    DefaultId, DiGraphTrait, Directed, EdgeTrait, GeneralGraph, GraphLabelTrait, GraphTrait,
+    GraphType, IdType, Iter, MapTrait, MutEdgeType, MutGraphLabelTrait, MutGraphTrait, MutMapTrait,
+    MutNodeTrait, NodeTrait, UnGraphTrait, Undirected, Void,
+};
diff --git a/src/property/cached_property.rs b/src/property/cached_property.rs
index b3631e0a..819927f5 100644
--- a/src/property/cached_property.rs
+++ b/src/property/cached_property.rs
@@ -1,447 +1,447 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-
-use std::mem::swap;
-
-use hashbrown::HashMap;
-
-use serde_cbor::from_slice;
-use serde_json::to_value;
-use serde_json::Value as JsonValue;
-
-use crate::generic::{DefaultId, IdType, Iter};
-use crate::property::{PropertyError, PropertyGraph};
-
-#[derive(Debug, PartialEq, Clone, Serialize, Deserialize)]
-pub struct CachedProperty<Id: IdType = DefaultId> {
-    node_property: HashMap<Id, JsonValue>,
-    edge_property: HashMap<(Id, Id), JsonValue>,
-    is_directed: bool,
-}
-
-impl<Id: IdType> CachedProperty<Id> {
-    pub fn new(is_directed: bool) -> Self {
-        CachedProperty {
-            node_property: HashMap::new(),
-            edge_property: HashMap::new(),
-            is_directed,
-        }
-    }
-
-    pub fn with_capacity(num_of_nodes: usize, num_of_edges: usize, is_directed: bool) -> Self {
-        CachedProperty {
-            node_property: HashMap::with_capacity(num_of_nodes),
-            edge_property: HashMap::with_capacity(num_of_edges),
-            is_directed,
-        }
-    }
-
-    pub fn with_data<
-        N: IntoIterator<Item = (Id, JsonValue)>,
-        E: IntoIterator<Item = ((Id, Id), JsonValue)>,
-    >(
-        node_property: N,
-        edge_property: E,
-        is_directed: bool,
-    ) -> Self {
-        CachedProperty {
-            node_property: node_property.into_iter().collect(),
-            edge_property: edge_property.into_iter().collect(),
-            is_directed,
-        }
-    }
-
-    pub fn shrink_to_fit(&mut self) {
-        self.node_property.shrink_to_fit();
-        self.edge_property.shrink_to_fit();
-    }
-
-    #[inline(always)]
-    pub fn is_directed(&self) -> bool {
-        self.is_directed
-    }
-
-    #[inline(always)]
-    fn swap_edge(&self, a: &mut Id, b: &mut Id) {
-        if !self.is_directed && a > b {
-            swap(a, b)
-        }
-    }
-}
-
-impl<Id: IdType> PropertyGraph<Id> for CachedProperty<Id> {
-    #[inline]
-    fn get_node_property(
-        &self,
-        id: Id,
-        names: Vec<String>,
-    ) -> Result<Option<JsonValue>, PropertyError> {
-        match self.node_property.get(&id) {
-            Some(value) => {
-                let mut result = HashMap::<String, JsonValue>::new();
-                for name in names {
-                    if value.get(&name).is_some() {
-                        result.insert(name.clone(), value[&name].clone());
-                    }
-                }
-                Ok(Some(to_value(result)?))
-            }
-            None => Ok(None),
-        }
-    }
-
-    #[inline]
-    fn get_edge_property(
-        &self,
-        mut src: Id,
-        mut dst: Id,
-        names: Vec<String>,
-    ) -> Result<Option<JsonValue>, PropertyError> {
-        if !self.is_directed {
-            self.swap_edge(&mut src, &mut dst);
-        }
-
-        match self.edge_property.get(&(src, dst)) {
-            Some(value) => {
-                let mut result = HashMap::<String, JsonValue>::new();
-                for name in names {
-                    if value.get(&name).is_some() {
-                        result.insert(name.clone(), value[&name].clone());
-                    }
-                }
-                Ok(Some(to_value(result)?))
-            }
-            None => Ok(None),
-        }
-    }
-
-    #[inline]
-    fn get_node_property_all(&self, id: Id) -> Result<Option<JsonValue>, PropertyError> {
-        match self.node_property.get(&id) {
-            Some(value) => Ok(Some(value.clone())),
-            None => Ok(None),
-        }
-    }
-
-    #[inline]
-    fn get_edge_property_all(
-        &self,
-        mut src: Id,
-        mut dst: Id,
-    ) -> Result<Option<JsonValue>, PropertyError> {
-        if !self.is_directed {
-            self.swap_edge(&mut src, &mut dst);
-        }
-
-        match self.edge_property.get(&(src, dst)) {
-            Some(value) => Ok(Some(value.clone())),
-            None => Ok(None),
-        }
-    }
-    fn insert_node_property(
-        &mut self,
-        id: Id,
-        prop: JsonValue,
-    ) -> Result<Option<JsonValue>, PropertyError> {
-        let value = self.node_property.insert(id, prop);
-        Ok(value)
-    }
-
-    fn insert_edge_property(
-        &mut self,
-        mut src: Id,
-        mut dst: Id,
-        prop: JsonValue,
-    ) -> Result<Option<JsonValue>, PropertyError> {
-        if !self.is_directed {
-            self.swap_edge(&mut src, &mut dst);
-        }
-
-        let value = self.edge_property.insert((src, dst), prop);
-        Ok(value)
-    }
-
-    fn extend_node_property<I: IntoIterator<Item = (Id, JsonValue)>>(
-        &mut self,
-        props: I,
-    ) -> Result<(), PropertyError> {
-        Ok(self.node_property.extend(props))
-    }
-
-    fn extend_edge_property<I: IntoIterator<Item = ((Id, Id), JsonValue)>>(
-        &mut self,
-        props: I,
-    ) -> Result<(), PropertyError> {
-        let is_directed = self.is_directed;
-        let props = props.into_iter().map(|x| {
-            let (mut src, mut dst) = x.0;
-            let prop = x.1;
-
-            if is_directed && src > dst {
-                swap(&mut src, &mut dst);
-            }
-            ((src, dst), prop)
-        });
-
-        Ok(self.edge_property.extend(props))
-    }
-
-    fn insert_node_raw(
-        &mut self,
-        id: Id,
-        prop: Vec<u8>,
-    ) -> Result<Option<JsonValue>, PropertyError> {
-        let value_parsed: JsonValue = from_slice(&prop)?;
-        self.insert_node_property(id, value_parsed)
-    }
-
-    fn insert_edge_raw(
-        &mut self,
-        src: Id,
-        dst: Id,
-        prop: Vec<u8>,
-    ) -> Result<Option<JsonValue>, PropertyError> {
-        let value_parsed: JsonValue = from_slice(&prop)?;
-        self.insert_edge_property(src, dst, value_parsed)
-    }
-
-    fn extend_node_raw<I: IntoIterator<Item = (Id, Vec<u8>)>>(
-        &mut self,
-        props: I,
-    ) -> Result<(), PropertyError> {
-        let props = props
-            .into_iter()
-            .map(|x| (x.0, from_slice(&(x.1)).unwrap()));
-        self.extend_node_property(props)
-    }
-
-    fn extend_edge_raw<I: IntoIterator<Item = ((Id, Id), Vec<u8>)>>(
-        &mut self,
-        props: I,
-    ) -> Result<(), PropertyError> {
-        let props = props.into_iter().map(|x| (x.0, from_slice(&x.1).unwrap()));
-        self.extend_edge_property(props)
-    }
-
-    fn scan_node_property_all(&self) -> Iter<Result<(Id, JsonValue), PropertyError>> {
-        Iter::new(Box::new(
-            self.node_property
-                .iter()
-                .map(|(id, value)| Ok((*id, value.clone()))),
-        ))
-    }
-
-    fn scan_edge_property_all(&self) -> Iter<Result<((Id, Id), JsonValue), PropertyError>> {
-        Iter::new(Box::new(
-            self.edge_property
-                .iter()
-                .map(|(id, value)| Ok((*id, value.clone()))),
-        ))
-    }
-}
-
-#[cfg(test)]
-mod test {
-    use super::*;
-    use serde_cbor::to_vec;
-    use serde_json::json;
-
-    #[test]
-    fn test_undirected() {
-        let mut node_property = HashMap::new();
-        let mut edge_property = HashMap::new();
-
-        node_property.insert(
-            0u32,
-            json!({
-            "name":"John",
-            "age":12,
-            "is_member":true,
-            "scores":json!([9,8,10]),
-            }),
-        );
-
-        node_property.insert(
-            1,
-            json!({
-            "name":"Marry",
-            "age":13,
-            "is_member":false,
-            "scores":json!([10,10,9]),
-            }),
-        );
-
-        edge_property.insert(
-            (0, 1),
-            json!({
-            "friend_since":"2018-11-15",
-            }),
-        );
-
-        let graph = CachedProperty::with_data(node_property, edge_property, false);
-
-        assert_eq!(
-            graph.get_node_property(0, vec!["age".to_owned()]).unwrap(),
-            Some(json!({"age":12}))
-        );
-        assert_eq!(
-            graph
-                .get_node_property(0, vec!["age".to_owned(), "name".to_owned()])
-                .unwrap(),
-            Some(json!({"age":12,"name":"John"}))
-        );
-        assert_eq!(
-            graph
-                .get_node_property(1, vec!["is_member".to_owned()])
-                .unwrap(),
-            Some(json!({"is_member":false}))
-        );
-        assert_eq!(
-            graph
-                .get_node_property(1, vec!["is_member".to_owned(), "scores".to_owned()])
-                .unwrap(),
-            Some(json!({"is_member":false,"scores":[10,10,9]}))
-        );
-        assert_eq!(
-            graph.get_node_property(2, vec!["age".to_owned()]).unwrap(),
-            None
-        );
-        assert_eq!(
-            graph
-                .get_node_property(0, vec!["age".to_owned(), "gender".to_owned()])
-                .unwrap(),
-            Some(json!({
-            "age":12
-                 }))
-        );
-        assert_eq!(
-            graph.get_node_property_all(0).unwrap(),
-            Some(json!({
-            "name":"John",
-            "age":12,
-            "is_member":true,
-            "scores":[9,8,10],
-            }))
-        );
-
-        let edge_property = graph
-            .get_edge_property(0, 1, vec!["friend_since".to_owned()])
-            .unwrap()
-            .unwrap();
-        assert!(edge_property["friend_since"] == "2018-11-15");
-        assert_eq!(edge_property.as_object().unwrap().len(), 1);
-    }
-
-    #[test]
-    fn test_directed() {
-        let mut node_property = HashMap::new();
-        let mut edge_property = HashMap::new();
-
-        node_property.insert(0u32, json!({}));
-        node_property.insert(1, json!({}));
-        edge_property.insert((0, 1), json!({}));
-        let graph = CachedProperty::with_data(node_property, edge_property, true);
-
-        assert_eq!(graph.get_edge_property_all(1, 0).unwrap(), None);
-    }
-
-    #[test]
-    fn test_insert_raw_node() {
-        let mut node_property = HashMap::new();
-        let mut edge_property = HashMap::new();
-
-        node_property.insert(0u32, json!({}));
-        node_property.insert(1, json!({}));
-        edge_property.insert((0, 1), json!({}));
-
-        let mut graph = CachedProperty::with_data(node_property, edge_property, true);
-
-        let new_prop = json!({"name":"jack"});
-        let raw_prop = to_vec(&new_prop).unwrap();
-
-        graph.insert_node_raw(0u32, raw_prop).unwrap();
-        let node_property = graph.get_node_property_all(0u32).unwrap();
-
-        assert_eq!(Some(json!({"name":"jack"})), node_property);
-    }
-
-    #[test]
-    fn test_insert_raw_edge() {
-        let mut node_property = HashMap::new();
-        let mut edge_property = HashMap::new();
-
-        node_property.insert(0u32, json!({}));
-        node_property.insert(1, json!({}));
-        edge_property.insert((0, 1), json!({}));
-
-        let mut graph = CachedProperty::with_data(node_property, edge_property, true);
-
-        let new_prop = json!({"length":"5"});
-        let raw_prop = to_vec(&new_prop).unwrap();
-
-        graph.insert_edge_raw(0u32, 1u32, raw_prop).unwrap();
-        let edge_property = graph.get_edge_property_all(0u32, 1u32).unwrap();
-
-        assert_eq!(Some(json!({"length":"5"})), edge_property);
-    }
-
-    #[test]
-    fn test_extend_raw_node() {
-        let mut node_property = HashMap::new();
-        let mut edge_property = HashMap::new();
-
-        node_property.insert(0u32, json!({}));
-        node_property.insert(1, json!({}));
-        edge_property.insert((0, 1), json!({}));
-
-        let mut graph = CachedProperty::with_data(node_property, edge_property, true);
-
-        let new_prop = json!({"name":"jack"});
-        let raw_prop = to_vec(&new_prop).unwrap();
-
-        let raw_properties = vec![(0u32, raw_prop)].into_iter();
-        graph.extend_node_raw(raw_properties).unwrap();
-        let node_property = graph.get_node_property_all(0u32).unwrap();
-
-        assert_eq!(Some(json!({"name":"jack"})), node_property);
-    }
-
-    #[test]
-    fn test_extend_raw_edge() {
-        let mut node_property = HashMap::new();
-        let mut edge_property = HashMap::new();
-
-        node_property.insert(0u32, json!({}));
-        node_property.insert(1, json!({}));
-        edge_property.insert((0, 1), json!({}));
-
-        let mut graph = CachedProperty::with_data(node_property, edge_property, true);
-
-        let new_prop = json!({"length":"15"});
-        let raw_prop = to_vec(&new_prop).unwrap();
-
-        let raw_properties = vec![((0u32, 1u32), raw_prop)].into_iter();
-        graph.extend_edge_raw(raw_properties).unwrap();
-        let edge_property = graph.get_edge_property_all(0u32, 1u32).unwrap();
-
-        assert_eq!(Some(json!({"length":"15"})), edge_property);
-    }
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use std::mem::swap;
+
+use hashbrown::HashMap;
+
+use serde_cbor::from_slice;
+use serde_json::to_value;
+use serde_json::Value as JsonValue;
+
+use crate::generic::{DefaultId, IdType, Iter};
+use crate::property::{PropertyError, PropertyGraph};
+
+#[derive(Debug, PartialEq, Clone, Serialize, Deserialize)]
+pub struct CachedProperty<Id: IdType = DefaultId> {
+    node_property: HashMap<Id, JsonValue>,
+    edge_property: HashMap<(Id, Id), JsonValue>,
+    is_directed: bool,
+}
+
+impl<Id: IdType> CachedProperty<Id> {
+    pub fn new(is_directed: bool) -> Self {
+        CachedProperty {
+            node_property: HashMap::new(),
+            edge_property: HashMap::new(),
+            is_directed,
+        }
+    }
+
+    pub fn with_capacity(num_of_nodes: usize, num_of_edges: usize, is_directed: bool) -> Self {
+        CachedProperty {
+            node_property: HashMap::with_capacity(num_of_nodes),
+            edge_property: HashMap::with_capacity(num_of_edges),
+            is_directed,
+        }
+    }
+
+    pub fn with_data<
+        N: IntoIterator<Item = (Id, JsonValue)>,
+        E: IntoIterator<Item = ((Id, Id), JsonValue)>,
+    >(
+        node_property: N,
+        edge_property: E,
+        is_directed: bool,
+    ) -> Self {
+        CachedProperty {
+            node_property: node_property.into_iter().collect(),
+            edge_property: edge_property.into_iter().collect(),
+            is_directed,
+        }
+    }
+
+    pub fn shrink_to_fit(&mut self) {
+        self.node_property.shrink_to_fit();
+        self.edge_property.shrink_to_fit();
+    }
+
+    #[inline(always)]
+    pub fn is_directed(&self) -> bool {
+        self.is_directed
+    }
+
+    #[inline(always)]
+    fn swap_edge(&self, a: &mut Id, b: &mut Id) {
+        if !self.is_directed && a > b {
+            swap(a, b)
+        }
+    }
+}
+
+impl<Id: IdType> PropertyGraph<Id> for CachedProperty<Id> {
+    #[inline]
+    fn get_node_property(
+        &self,
+        id: Id,
+        names: Vec<String>,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        match self.node_property.get(&id) {
+            Some(value) => {
+                let mut result = HashMap::<String, JsonValue>::new();
+                for name in names {
+                    if value.get(&name).is_some() {
+                        result.insert(name.clone(), value[&name].clone());
+                    }
+                }
+                Ok(Some(to_value(result)?))
+            }
+            None => Ok(None),
+        }
+    }
+
+    #[inline]
+    fn get_edge_property(
+        &self,
+        mut src: Id,
+        mut dst: Id,
+        names: Vec<String>,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        if !self.is_directed {
+            self.swap_edge(&mut src, &mut dst);
+        }
+
+        match self.edge_property.get(&(src, dst)) {
+            Some(value) => {
+                let mut result = HashMap::<String, JsonValue>::new();
+                for name in names {
+                    if value.get(&name).is_some() {
+                        result.insert(name.clone(), value[&name].clone());
+                    }
+                }
+                Ok(Some(to_value(result)?))
+            }
+            None => Ok(None),
+        }
+    }
+
+    #[inline]
+    fn get_node_property_all(&self, id: Id) -> Result<Option<JsonValue>, PropertyError> {
+        match self.node_property.get(&id) {
+            Some(value) => Ok(Some(value.clone())),
+            None => Ok(None),
+        }
+    }
+
+    #[inline]
+    fn get_edge_property_all(
+        &self,
+        mut src: Id,
+        mut dst: Id,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        if !self.is_directed {
+            self.swap_edge(&mut src, &mut dst);
+        }
+
+        match self.edge_property.get(&(src, dst)) {
+            Some(value) => Ok(Some(value.clone())),
+            None => Ok(None),
+        }
+    }
+    fn insert_node_property(
+        &mut self,
+        id: Id,
+        prop: JsonValue,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        let value = self.node_property.insert(id, prop);
+        Ok(value)
+    }
+
+    fn insert_edge_property(
+        &mut self,
+        mut src: Id,
+        mut dst: Id,
+        prop: JsonValue,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        if !self.is_directed {
+            self.swap_edge(&mut src, &mut dst);
+        }
+
+        let value = self.edge_property.insert((src, dst), prop);
+        Ok(value)
+    }
+
+    fn extend_node_property<I: IntoIterator<Item = (Id, JsonValue)>>(
+        &mut self,
+        props: I,
+    ) -> Result<(), PropertyError> {
+        Ok(self.node_property.extend(props))
+    }
+
+    fn extend_edge_property<I: IntoIterator<Item = ((Id, Id), JsonValue)>>(
+        &mut self,
+        props: I,
+    ) -> Result<(), PropertyError> {
+        let is_directed = self.is_directed;
+        let props = props.into_iter().map(|x| {
+            let (mut src, mut dst) = x.0;
+            let prop = x.1;
+
+            if is_directed && src > dst {
+                swap(&mut src, &mut dst);
+            }
+            ((src, dst), prop)
+        });
+
+        Ok(self.edge_property.extend(props))
+    }
+
+    fn insert_node_raw(
+        &mut self,
+        id: Id,
+        prop: Vec<u8>,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        let value_parsed: JsonValue = from_slice(&prop)?;
+        self.insert_node_property(id, value_parsed)
+    }
+
+    fn insert_edge_raw(
+        &mut self,
+        src: Id,
+        dst: Id,
+        prop: Vec<u8>,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        let value_parsed: JsonValue = from_slice(&prop)?;
+        self.insert_edge_property(src, dst, value_parsed)
+    }
+
+    fn extend_node_raw<I: IntoIterator<Item = (Id, Vec<u8>)>>(
+        &mut self,
+        props: I,
+    ) -> Result<(), PropertyError> {
+        let props = props
+            .into_iter()
+            .map(|x| (x.0, from_slice(&(x.1)).unwrap()));
+        self.extend_node_property(props)
+    }
+
+    fn extend_edge_raw<I: IntoIterator<Item = ((Id, Id), Vec<u8>)>>(
+        &mut self,
+        props: I,
+    ) -> Result<(), PropertyError> {
+        let props = props.into_iter().map(|x| (x.0, from_slice(&x.1).unwrap()));
+        self.extend_edge_property(props)
+    }
+
+    fn scan_node_property_all(&self) -> Iter<Result<(Id, JsonValue), PropertyError>> {
+        Iter::new(Box::new(
+            self.node_property
+                .iter()
+                .map(|(id, value)| Ok((*id, value.clone()))),
+        ))
+    }
+
+    fn scan_edge_property_all(&self) -> Iter<Result<((Id, Id), JsonValue), PropertyError>> {
+        Iter::new(Box::new(
+            self.edge_property
+                .iter()
+                .map(|(id, value)| Ok((*id, value.clone()))),
+        ))
+    }
+}
+
+#[cfg(test)]
+mod test {
+    use super::*;
+    use serde_cbor::to_vec;
+    use serde_json::json;
+
+    #[test]
+    fn test_undirected() {
+        let mut node_property = HashMap::new();
+        let mut edge_property = HashMap::new();
+
+        node_property.insert(
+            0u32,
+            json!({
+            "name":"John",
+            "age":12,
+            "is_member":true,
+            "scores":json!([9,8,10]),
+            }),
+        );
+
+        node_property.insert(
+            1,
+            json!({
+            "name":"Marry",
+            "age":13,
+            "is_member":false,
+            "scores":json!([10,10,9]),
+            }),
+        );
+
+        edge_property.insert(
+            (0, 1),
+            json!({
+            "friend_since":"2018-11-15",
+            }),
+        );
+
+        let graph = CachedProperty::with_data(node_property, edge_property, false);
+
+        assert_eq!(
+            graph.get_node_property(0, vec!["age".to_owned()]).unwrap(),
+            Some(json!({"age":12}))
+        );
+        assert_eq!(
+            graph
+                .get_node_property(0, vec!["age".to_owned(), "name".to_owned()])
+                .unwrap(),
+            Some(json!({"age":12,"name":"John"}))
+        );
+        assert_eq!(
+            graph
+                .get_node_property(1, vec!["is_member".to_owned()])
+                .unwrap(),
+            Some(json!({"is_member":false}))
+        );
+        assert_eq!(
+            graph
+                .get_node_property(1, vec!["is_member".to_owned(), "scores".to_owned()])
+                .unwrap(),
+            Some(json!({"is_member":false,"scores":[10,10,9]}))
+        );
+        assert_eq!(
+            graph.get_node_property(2, vec!["age".to_owned()]).unwrap(),
+            None
+        );
+        assert_eq!(
+            graph
+                .get_node_property(0, vec!["age".to_owned(), "gender".to_owned()])
+                .unwrap(),
+            Some(json!({
+            "age":12
+                 }))
+        );
+        assert_eq!(
+            graph.get_node_property_all(0).unwrap(),
+            Some(json!({
+            "name":"John",
+            "age":12,
+            "is_member":true,
+            "scores":[9,8,10],
+            }))
+        );
+
+        let edge_property = graph
+            .get_edge_property(0, 1, vec!["friend_since".to_owned()])
+            .unwrap()
+            .unwrap();
+        assert!(edge_property["friend_since"] == "2018-11-15");
+        assert_eq!(edge_property.as_object().unwrap().len(), 1);
+    }
+
+    #[test]
+    fn test_directed() {
+        let mut node_property = HashMap::new();
+        let mut edge_property = HashMap::new();
+
+        node_property.insert(0u32, json!({}));
+        node_property.insert(1, json!({}));
+        edge_property.insert((0, 1), json!({}));
+        let graph = CachedProperty::with_data(node_property, edge_property, true);
+
+        assert_eq!(graph.get_edge_property_all(1, 0).unwrap(), None);
+    }
+
+    #[test]
+    fn test_insert_raw_node() {
+        let mut node_property = HashMap::new();
+        let mut edge_property = HashMap::new();
+
+        node_property.insert(0u32, json!({}));
+        node_property.insert(1, json!({}));
+        edge_property.insert((0, 1), json!({}));
+
+        let mut graph = CachedProperty::with_data(node_property, edge_property, true);
+
+        let new_prop = json!({"name":"jack"});
+        let raw_prop = to_vec(&new_prop).unwrap();
+
+        graph.insert_node_raw(0u32, raw_prop).unwrap();
+        let node_property = graph.get_node_property_all(0u32).unwrap();
+
+        assert_eq!(Some(json!({"name":"jack"})), node_property);
+    }
+
+    #[test]
+    fn test_insert_raw_edge() {
+        let mut node_property = HashMap::new();
+        let mut edge_property = HashMap::new();
+
+        node_property.insert(0u32, json!({}));
+        node_property.insert(1, json!({}));
+        edge_property.insert((0, 1), json!({}));
+
+        let mut graph = CachedProperty::with_data(node_property, edge_property, true);
+
+        let new_prop = json!({"length":"5"});
+        let raw_prop = to_vec(&new_prop).unwrap();
+
+        graph.insert_edge_raw(0u32, 1u32, raw_prop).unwrap();
+        let edge_property = graph.get_edge_property_all(0u32, 1u32).unwrap();
+
+        assert_eq!(Some(json!({"length":"5"})), edge_property);
+    }
+
+    #[test]
+    fn test_extend_raw_node() {
+        let mut node_property = HashMap::new();
+        let mut edge_property = HashMap::new();
+
+        node_property.insert(0u32, json!({}));
+        node_property.insert(1, json!({}));
+        edge_property.insert((0, 1), json!({}));
+
+        let mut graph = CachedProperty::with_data(node_property, edge_property, true);
+
+        let new_prop = json!({"name":"jack"});
+        let raw_prop = to_vec(&new_prop).unwrap();
+
+        let raw_properties = vec![(0u32, raw_prop)].into_iter();
+        graph.extend_node_raw(raw_properties).unwrap();
+        let node_property = graph.get_node_property_all(0u32).unwrap();
+
+        assert_eq!(Some(json!({"name":"jack"})), node_property);
+    }
+
+    #[test]
+    fn test_extend_raw_edge() {
+        let mut node_property = HashMap::new();
+        let mut edge_property = HashMap::new();
+
+        node_property.insert(0u32, json!({}));
+        node_property.insert(1, json!({}));
+        edge_property.insert((0, 1), json!({}));
+
+        let mut graph = CachedProperty::with_data(node_property, edge_property, true);
+
+        let new_prop = json!({"length":"15"});
+        let raw_prop = to_vec(&new_prop).unwrap();
+
+        let raw_properties = vec![((0u32, 1u32), raw_prop)].into_iter();
+        graph.extend_edge_raw(raw_properties).unwrap();
+        let edge_property = graph.get_edge_property_all(0u32, 1u32).unwrap();
+
+        assert_eq!(Some(json!({"length":"15"})), edge_property);
+    }
+}
diff --git a/src/property/fake_property.rs b/src/property/fake_property.rs
index 5994e9d8..2840d2ef 100644
--- a/src/property/fake_property.rs
+++ b/src/property/fake_property.rs
@@ -1,143 +1,143 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-
-use std::path::Path;
-
-use serde::de::DeserializeOwned;
-use serde::Serialize;
-use serde_json::Value as JsonValue;
-
-use crate::generic::{IdType, Iter};
-use crate::property::{PropertyError, PropertyGraph};
-
-#[derive(Debug, PartialEq, Eq, Clone, Serialize, Deserialize)]
-pub struct FakeProperty;
-
-impl FakeProperty {
-    pub fn new<P: AsRef<Path>>(_node_path: P, _edge_path: P, _is_directed: bool) -> Self {
-        FakeProperty
-    }
-}
-
-impl<Id: IdType + Serialize + DeserializeOwned> PropertyGraph<Id> for FakeProperty {
-    #[inline]
-    fn get_node_property(
-        &self,
-        _id: Id,
-        _names: Vec<String>,
-    ) -> Result<Option<JsonValue>, PropertyError> {
-        Ok(None)
-    }
-
-    #[inline]
-    fn get_edge_property(
-        &self,
-        mut _src: Id,
-        mut _dst: Id,
-        _names: Vec<String>,
-    ) -> Result<Option<JsonValue>, PropertyError> {
-        Ok(None)
-    }
-
-    #[inline]
-    fn get_node_property_all(&self, _id: Id) -> Result<Option<JsonValue>, PropertyError> {
-        Ok(None)
-    }
-
-    #[inline]
-    fn get_edge_property_all(
-        &self,
-        mut _src: Id,
-        mut _dst: Id,
-    ) -> Result<Option<JsonValue>, PropertyError> {
-        Ok(None)
-    }
-
-    fn insert_node_property(
-        &mut self,
-        _id: Id,
-        _prop: JsonValue,
-    ) -> Result<Option<JsonValue>, PropertyError> {
-        Ok(None)
-    }
-
-    fn insert_edge_property(
-        &mut self,
-        _src: Id,
-        _dst: Id,
-        _prop: JsonValue,
-    ) -> Result<Option<JsonValue>, PropertyError> {
-        Ok(None)
-    }
-
-    fn extend_node_property<I: IntoIterator<Item = (Id, JsonValue)>>(
-        &mut self,
-        _props: I,
-    ) -> Result<(), PropertyError> {
-        Ok(())
-    }
-
-    fn extend_edge_property<I: IntoIterator<Item = ((Id, Id), JsonValue)>>(
-        &mut self,
-        _props: I,
-    ) -> Result<(), PropertyError> {
-        Ok(())
-    }
-
-    fn insert_node_raw(
-        &mut self,
-        _id: Id,
-        _prop: Vec<u8>,
-    ) -> Result<Option<JsonValue>, PropertyError> {
-        Ok(None)
-    }
-
-    fn insert_edge_raw(
-        &mut self,
-        mut _src: Id,
-        mut _dst: Id,
-        _prop: Vec<u8>,
-    ) -> Result<Option<JsonValue>, PropertyError> {
-        Ok(None)
-    }
-
-    fn extend_node_raw<I: IntoIterator<Item = (Id, Vec<u8>)>>(
-        &mut self,
-        _props: I,
-    ) -> Result<(), PropertyError> {
-        Ok(())
-    }
-
-    fn extend_edge_raw<I: IntoIterator<Item = ((Id, Id), Vec<u8>)>>(
-        &mut self,
-        _props: I,
-    ) -> Result<(), PropertyError> {
-        Ok(())
-    }
-
-    fn scan_node_property_all(&self) -> Iter<Result<(Id, JsonValue), PropertyError>> {
-        Iter::empty()
-    }
-
-    fn scan_edge_property_all(&self) -> Iter<Result<((Id, Id), JsonValue), PropertyError>> {
-        Iter::empty()
-    }
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use std::path::Path;
+
+use serde::de::DeserializeOwned;
+use serde::Serialize;
+use serde_json::Value as JsonValue;
+
+use crate::generic::{IdType, Iter};
+use crate::property::{PropertyError, PropertyGraph};
+
+#[derive(Debug, PartialEq, Eq, Clone, Serialize, Deserialize)]
+pub struct FakeProperty;
+
+impl FakeProperty {
+    pub fn new<P: AsRef<Path>>(_node_path: P, _edge_path: P, _is_directed: bool) -> Self {
+        FakeProperty
+    }
+}
+
+impl<Id: IdType + Serialize + DeserializeOwned> PropertyGraph<Id> for FakeProperty {
+    #[inline]
+    fn get_node_property(
+        &self,
+        _id: Id,
+        _names: Vec<String>,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        Ok(None)
+    }
+
+    #[inline]
+    fn get_edge_property(
+        &self,
+        mut _src: Id,
+        mut _dst: Id,
+        _names: Vec<String>,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        Ok(None)
+    }
+
+    #[inline]
+    fn get_node_property_all(&self, _id: Id) -> Result<Option<JsonValue>, PropertyError> {
+        Ok(None)
+    }
+
+    #[inline]
+    fn get_edge_property_all(
+        &self,
+        mut _src: Id,
+        mut _dst: Id,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        Ok(None)
+    }
+
+    fn insert_node_property(
+        &mut self,
+        _id: Id,
+        _prop: JsonValue,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        Ok(None)
+    }
+
+    fn insert_edge_property(
+        &mut self,
+        _src: Id,
+        _dst: Id,
+        _prop: JsonValue,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        Ok(None)
+    }
+
+    fn extend_node_property<I: IntoIterator<Item = (Id, JsonValue)>>(
+        &mut self,
+        _props: I,
+    ) -> Result<(), PropertyError> {
+        Ok(())
+    }
+
+    fn extend_edge_property<I: IntoIterator<Item = ((Id, Id), JsonValue)>>(
+        &mut self,
+        _props: I,
+    ) -> Result<(), PropertyError> {
+        Ok(())
+    }
+
+    fn insert_node_raw(
+        &mut self,
+        _id: Id,
+        _prop: Vec<u8>,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        Ok(None)
+    }
+
+    fn insert_edge_raw(
+        &mut self,
+        mut _src: Id,
+        mut _dst: Id,
+        _prop: Vec<u8>,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        Ok(None)
+    }
+
+    fn extend_node_raw<I: IntoIterator<Item = (Id, Vec<u8>)>>(
+        &mut self,
+        _props: I,
+    ) -> Result<(), PropertyError> {
+        Ok(())
+    }
+
+    fn extend_edge_raw<I: IntoIterator<Item = ((Id, Id), Vec<u8>)>>(
+        &mut self,
+        _props: I,
+    ) -> Result<(), PropertyError> {
+        Ok(())
+    }
+
+    fn scan_node_property_all(&self) -> Iter<Result<(Id, JsonValue), PropertyError>> {
+        Iter::empty()
+    }
+
+    fn scan_edge_property_all(&self) -> Iter<Result<((Id, Id), JsonValue), PropertyError>> {
+        Iter::empty()
+    }
+}
diff --git a/src/property/filter/arithmetic_expression.rs b/src/property/filter/arithmetic_expression.rs
index caf16f92..56f224b0 100644
--- a/src/property/filter/arithmetic_expression.rs
+++ b/src/property/filter/arithmetic_expression.rs
@@ -1,87 +1,87 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-use crate::property::filter::expression_operator::*;
-use crate::property::filter::{Expression, PropertyResult};
-use std::borrow::Cow;
-
-use serde_json::Value as JsonValue;
-
-pub struct ArithmeticExpression {
-    // expression on the LHS of operator
-    left: Box<dyn Expression>,
-    // expression on the RHS of operator
-    right: Box<dyn Expression>,
-    // operator used in predicator
-    operator: ArithmeticOperator,
-}
-
-impl ArithmeticExpression {
-    pub fn new(
-        left: Box<dyn Expression>,
-        right: Box<dyn Expression>,
-        operator: ArithmeticOperator,
-    ) -> Self {
-        ArithmeticExpression {
-            left,
-            right,
-            operator,
-        }
-    }
-}
-
-impl Expression for ArithmeticExpression {
-    // Return the resulting value of expression.
-    // Firstly get the values of expressions on both sides.
-    // Then calculate the result based on operator.
-    fn get_value<'a>(&'a self, var: &'a JsonValue) -> PropertyResult<Cow<'a, JsonValue>> {
-        // Get values of left and right expressions.
-        let exp1_cow = self.left.get_value(var)?;
-        let exp2_cow = self.right.get_value(var)?;
-        let exp1 = exp1_cow.as_ref();
-        let exp2 = exp2_cow.as_ref();
-
-        // Perform operator on left and right values.
-        let result = match self.operator {
-            // Mathematical Operation
-            ArithmeticOperator::Add => add(exp1, exp2),
-            ArithmeticOperator::Subtract => subtract(exp1, exp2),
-            ArithmeticOperator::Multiply => multiply(exp1, exp2),
-            ArithmeticOperator::Divide => divide(exp1, exp2),
-            ArithmeticOperator::Modulo => modulo(exp1, exp2),
-            ArithmeticOperator::Power => power(exp1, exp2),
-
-            // String Operation
-            ArithmeticOperator::Concat => concat(exp1, exp2),
-        }?;
-        Ok(Cow::Owned(result))
-    }
-
-    fn box_clone(&self) -> Box<dyn Expression> {
-        Box::new(ArithmeticExpression::new(
-            self.left.clone(),
-            self.right.clone(),
-            self.operator.clone(),
-        ))
-    }
-    fn is_empty(&self) -> bool {
-        false
-    }
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+use crate::property::filter::expression_operator::*;
+use crate::property::filter::{Expression, PropertyResult};
+use std::borrow::Cow;
+
+use serde_json::Value as JsonValue;
+
+pub struct ArithmeticExpression {
+    // expression on the LHS of operator
+    left: Box<dyn Expression>,
+    // expression on the RHS of operator
+    right: Box<dyn Expression>,
+    // operator used in predicator
+    operator: ArithmeticOperator,
+}
+
+impl ArithmeticExpression {
+    pub fn new(
+        left: Box<dyn Expression>,
+        right: Box<dyn Expression>,
+        operator: ArithmeticOperator,
+    ) -> Self {
+        ArithmeticExpression {
+            left,
+            right,
+            operator,
+        }
+    }
+}
+
+impl Expression for ArithmeticExpression {
+    // Return the resulting value of expression.
+    // Firstly get the values of expressions on both sides.
+    // Then calculate the result based on operator.
+    fn get_value<'a>(&'a self, var: &'a JsonValue) -> PropertyResult<Cow<'a, JsonValue>> {
+        // Get values of left and right expressions.
+        let exp1_cow = self.left.get_value(var)?;
+        let exp2_cow = self.right.get_value(var)?;
+        let exp1 = exp1_cow.as_ref();
+        let exp2 = exp2_cow.as_ref();
+
+        // Perform operator on left and right values.
+        let result = match self.operator {
+            // Mathematical Operation
+            ArithmeticOperator::Add => add(exp1, exp2),
+            ArithmeticOperator::Subtract => subtract(exp1, exp2),
+            ArithmeticOperator::Multiply => multiply(exp1, exp2),
+            ArithmeticOperator::Divide => divide(exp1, exp2),
+            ArithmeticOperator::Modulo => modulo(exp1, exp2),
+            ArithmeticOperator::Power => power(exp1, exp2),
+
+            // String Operation
+            ArithmeticOperator::Concat => concat(exp1, exp2),
+        }?;
+        Ok(Cow::Owned(result))
+    }
+
+    fn box_clone(&self) -> Box<dyn Expression> {
+        Box::new(ArithmeticExpression::new(
+            self.left.clone(),
+            self.right.clone(),
+            self.operator.clone(),
+        ))
+    }
+    fn is_empty(&self) -> bool {
+        false
+    }
+}
diff --git a/src/property/filter/edge_property_filter.rs b/src/property/filter/edge_property_filter.rs
index 25bb92a0..f6500bbe 100644
--- a/src/property/filter/edge_property_filter.rs
+++ b/src/property/filter/edge_property_filter.rs
@@ -1,70 +1,70 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-
-// 1. Query the property graph with the given list of node ids/edge ids, by firstly getting the attribute
-// 2. build the hash map according to the queried values
-// 3. when running ,first pass the queried id to filter function, then get value with the hashmap.get(id), then pass value to get_result recursion.
-
-use crate::generic::IdType;
-use crate::property::filter::{EdgeCache, Expression, NodeCache, PropertyResult};
-use crate::property::{PropertyCache, PropertyError, PropertyGraph};
-
-pub fn filter_edge<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>(
-    id: (Id, Id),
-    property_cache: &mut PropertyCache<Id, PG, NC, EC>,
-    expression: &dyn Expression,
-) -> bool {
-    if property_cache.is_disabled() || property_cache.is_edge_disabled() {
-        true
-    } else {
-        let result = get_edge_filter_result(id, property_cache, expression);
-
-        if result.is_err() {
-            debug!("edge {:?} has error {:?}", id, result.err().unwrap());
-            false
-        } else {
-            result.unwrap()
-        }
-    }
-}
-
-pub fn get_edge_filter_result<
-    Id: IdType,
-    PG: PropertyGraph<Id>,
-    NC: NodeCache<Id>,
-    EC: EdgeCache<Id>,
->(
-    id: (Id, Id),
-    property_cache: &mut PropertyCache<Id, PG, NC, EC>,
-    expression: &dyn Expression,
-) -> PropertyResult<bool> {
-    if expression.is_empty() {
-        Ok(true)
-    } else {
-        let var = property_cache.get_edge_property(id.0, id.1)?;
-        let result_cow = expression.get_value(var)?;
-        let result = result_cow.as_ref();
-        match result.as_bool() {
-            Some(x) => Ok(x),
-            None => Err(PropertyError::BooleanExpressionError),
-        }
-    }
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+// 1. Query the property graph with the given list of node ids/edge ids, by firstly getting the attribute
+// 2. build the hash map according to the queried values
+// 3. when running ,first pass the queried id to filter function, then get value with the hashmap.get(id), then pass value to get_result recursion.
+
+use crate::generic::IdType;
+use crate::property::filter::{EdgeCache, Expression, NodeCache, PropertyResult};
+use crate::property::{PropertyCache, PropertyError, PropertyGraph};
+
+pub fn filter_edge<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>(
+    id: (Id, Id),
+    property_cache: &mut PropertyCache<Id, PG, NC, EC>,
+    expression: &dyn Expression,
+) -> bool {
+    if property_cache.is_disabled() || property_cache.is_edge_disabled() {
+        true
+    } else {
+        let result = get_edge_filter_result(id, property_cache, expression);
+
+        if result.is_err() {
+            debug!("edge {:?} has error {:?}", id, result.err().unwrap());
+            false
+        } else {
+            result.unwrap()
+        }
+    }
+}
+
+pub fn get_edge_filter_result<
+    Id: IdType,
+    PG: PropertyGraph<Id>,
+    NC: NodeCache<Id>,
+    EC: EdgeCache<Id>,
+>(
+    id: (Id, Id),
+    property_cache: &mut PropertyCache<Id, PG, NC, EC>,
+    expression: &dyn Expression,
+) -> PropertyResult<bool> {
+    if expression.is_empty() {
+        Ok(true)
+    } else {
+        let var = property_cache.get_edge_property(id.0, id.1)?;
+        let result_cow = expression.get_value(var)?;
+        let result = result_cow.as_ref();
+        match result.as_bool() {
+            Some(x) => Ok(x),
+            None => Err(PropertyError::BooleanExpressionError),
+        }
+    }
+}
diff --git a/src/property/filter/expression_operator.rs b/src/property/filter/expression_operator.rs
index c388f88a..f6658fdd 100644
--- a/src/property/filter/expression_operator.rs
+++ b/src/property/filter/expression_operator.rs
@@ -1,288 +1,288 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-
-use crate::property::filter::PropertyResult;
-use crate::property::PropertyError;
-
-use serde_json::json;
-use serde_json::Value as JsonValue;
-
-#[derive(Clone, Copy)]
-pub enum PredicateOperator {
-    // Logical
-    AND,
-    OR,
-    XOR,
-    // Not Supported
-    NOT,
-    // Not Supported
-
-    // Numeric Comparison
-    LessThan,
-    LessEqual,
-    GreaterThan,
-    GreaterEqual,
-    Equal,
-    NotEqual,
-    Range,
-
-    // String Comparison
-    Contains,
-    StartsWith,
-    EndsWith,
-    Regex,
-    // Not Supported
-
-    // Other
-    IsNull,
-    // Not Supported
-    IsNotNull,
-    // Not Supported
-    Exists,
-    // Not Supported
-}
-
-#[derive(Clone, Copy)]
-pub enum ArithmeticOperator {
-    // Mathematical Operation
-    Add,
-    Subtract,
-    Multiply,
-    Divide,
-    Modulo,
-    Power,
-
-    // String Operation
-    Concat,
-}
-
-// Logical
-
-pub fn and(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
-    if exp1.as_bool().is_some() && exp2.as_bool().is_some() {
-        Ok(json!(exp1.as_bool().unwrap() && exp2.as_bool().unwrap()))
-    } else {
-        Err(PropertyError::BooleanExpressionError)
-    }
-}
-
-pub fn or(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
-    if exp1.as_bool().is_some() && exp2.as_bool().is_some() {
-        Ok(json!(exp1.as_bool().unwrap() || exp2.as_bool().unwrap()))
-    } else {
-        Err(PropertyError::BooleanExpressionError)
-    }
-}
-
-// Numeric Comparison
-
-pub fn less_than(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
-    if exp1.as_u64().is_some() && exp2.as_u64().is_some() {
-        Ok(json!(exp1.as_u64().unwrap() < exp2.as_u64().unwrap()))
-    } else if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        Ok(json!(exp1.as_f64().unwrap() < exp2.as_f64().unwrap()))
-    } else {
-        Err(PropertyError::NumberExpressionError)
-    }
-}
-
-pub fn less_equal(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
-    if exp1.as_u64().is_some() && exp2.as_u64().is_some() {
-        Ok(json!(exp1.as_u64().unwrap() <= exp2.as_u64().unwrap()))
-    } else if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        Ok(json!(exp1.as_f64().unwrap() <= exp2.as_f64().unwrap()))
-    } else {
-        Err(PropertyError::NumberExpressionError)
-    }
-}
-
-pub fn greater_than(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
-    if exp1.as_u64().is_some() && exp2.as_u64().is_some() {
-        Ok(json!(exp1.as_u64().unwrap() > exp2.as_u64().unwrap()))
-    } else if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        Ok(json!(exp1.as_f64().unwrap() > exp2.as_f64().unwrap()))
-    } else {
-        Err(PropertyError::NumberExpressionError)
-    }
-}
-
-pub fn greater_equal(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
-    if exp1.as_u64().is_some() && exp2.as_u64().is_some() {
-        Ok(json!(exp1.as_u64().unwrap() >= exp2.as_u64().unwrap()))
-    } else if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        Ok(json!(exp1.as_f64().unwrap() >= exp2.as_f64().unwrap()))
-    } else {
-        Err(PropertyError::NumberExpressionError)
-    }
-}
-
-pub fn equal(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
-    Ok(json!(exp1 == exp2))
-}
-
-pub fn not_equal(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
-    Ok(json!(exp1 != exp2))
-}
-
-pub fn range(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
-    if exp1.is_array() && exp2.as_f64().is_some() {
-        let value = exp2.as_f64().unwrap();
-        let lower = exp1[0].as_f64();
-        let upper = exp1[1].as_f64();
-        if lower.is_some() && upper.is_some() {
-            Ok(json!(value >= lower.unwrap() && value <= upper.unwrap()))
-        } else {
-            Err(PropertyError::NumberExpressionError)
-        }
-    } else if exp2.is_array() && exp1.as_f64().is_some() {
-        let value = exp1.as_f64().unwrap();
-        let lower = exp2[0].as_f64();
-        let upper = exp2[1].as_f64();
-        if lower.is_some() && upper.is_some() {
-            Ok(json!(value >= lower.unwrap() && value <= upper.unwrap()))
-        } else {
-            Err(PropertyError::NumberExpressionError)
-        }
-    } else {
-        Err(PropertyError::NumberExpressionError)
-    }
-}
-
-// String Comparison
-
-pub fn contains(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
-    if exp1.as_str().is_some() && exp2.as_str().is_some() {
-        Ok(json!(exp1
-            .as_str()
-            .unwrap()
-            .contains(exp2.as_str().unwrap())))
-    } else {
-        Err(PropertyError::StringExpressionError)
-    }
-}
-
-pub fn starts_with(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
-    if exp1.as_str().is_some() && exp2.as_str().is_some() {
-        Ok(json!(exp1
-            .as_str()
-            .unwrap()
-            .starts_with(exp2.as_str().unwrap())))
-    } else {
-        Err(PropertyError::StringExpressionError)
-    }
-}
-
-pub fn ends_with(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
-    if exp1.as_str().is_some() && exp2.as_str().is_some() {
-        Ok(json!(exp1
-            .as_str()
-            .unwrap()
-            .ends_with(exp2.as_str().unwrap())))
-    } else {
-        Err(PropertyError::StringExpressionError)
-    }
-}
-
-// Mathematical Operation
-
-pub fn add(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
-    if exp1.as_u64().is_some() && exp2.as_u64().is_some() {
-        let number = exp1.as_u64().unwrap() + exp2.as_u64().unwrap();
-        Ok(json!(number))
-    } else if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        let number = exp1.as_f64().unwrap() + exp2.as_f64().unwrap();
-        Ok(json!(number))
-    } else {
-        Err(PropertyError::NumberExpressionError)
-    }
-}
-
-pub fn subtract(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
-    if exp1.as_u64().is_some() && exp2.as_u64().is_some() {
-        let number = exp1.as_u64().unwrap() - exp2.as_u64().unwrap();
-        Ok(json!(number))
-    } else if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        let number = exp1.as_f64().unwrap() - exp2.as_f64().unwrap();
-        Ok(json!(number))
-    } else {
-        Err(PropertyError::NumberExpressionError)
-    }
-}
-
-pub fn multiply(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
-    if exp1.as_u64().is_some() && exp2.as_u64().is_some() {
-        let number = exp1.as_u64().unwrap() * exp2.as_u64().unwrap();
-        Ok(json!(number))
-    } else if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        let number = exp1.as_f64().unwrap() * exp2.as_f64().unwrap();
-        Ok(json!(number))
-    } else {
-        Err(PropertyError::NumberExpressionError)
-    }
-}
-
-pub fn divide(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
-    if exp1.as_u64().is_some() && exp2.as_u64().is_some() {
-        let number = exp1.as_u64().unwrap() / exp2.as_u64().unwrap();
-        Ok(json!(number))
-    } else if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        let number = exp1.as_f64().unwrap() / exp2.as_f64().unwrap();
-        Ok(json!(number))
-    } else {
-        Err(PropertyError::NumberExpressionError)
-    }
-}
-
-pub fn modulo(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
-    if exp1.as_u64().is_some() && exp2.as_u64().is_some() {
-        let number = exp1.as_u64().unwrap() % exp2.as_u64().unwrap();
-        Ok(json!(number))
-    } else if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        let number = exp1.as_f64().unwrap() % exp2.as_f64().unwrap();
-        Ok(json!(number))
-    } else {
-        Err(PropertyError::NumberExpressionError)
-    }
-}
-
-pub fn power(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
-    if exp1.as_u64().is_some() && exp2.as_u64().is_some() {
-        let number = exp1.as_u64().unwrap().pow(exp2.as_u64().unwrap() as u32);
-        Ok(json!(number))
-    } else if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
-        let number = exp1.as_f64().unwrap().powf(exp2.as_f64().unwrap());
-        Ok(json!(number))
-    } else {
-        Err(PropertyError::NumberExpressionError)
-    }
-}
-
-// String Operation
-
-pub fn concat(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
-    if exp1.as_str().is_some() && exp2.as_str().is_some() {
-        let mut result = exp1.as_str().unwrap().to_owned();
-        result.push_str(exp2.as_str().unwrap());
-        Ok(JsonValue::String(result))
-    } else {
-        Err(PropertyError::StringExpressionError)
-    }
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use crate::property::filter::PropertyResult;
+use crate::property::PropertyError;
+
+use serde_json::json;
+use serde_json::Value as JsonValue;
+
+#[derive(Clone, Copy)]
+pub enum PredicateOperator {
+    // Logical
+    AND,
+    OR,
+    XOR,
+    // Not Supported
+    NOT,
+    // Not Supported
+
+    // Numeric Comparison
+    LessThan,
+    LessEqual,
+    GreaterThan,
+    GreaterEqual,
+    Equal,
+    NotEqual,
+    Range,
+
+    // String Comparison
+    Contains,
+    StartsWith,
+    EndsWith,
+    Regex,
+    // Not Supported
+
+    // Other
+    IsNull,
+    // Not Supported
+    IsNotNull,
+    // Not Supported
+    Exists,
+    // Not Supported
+}
+
+#[derive(Clone, Copy)]
+pub enum ArithmeticOperator {
+    // Mathematical Operation
+    Add,
+    Subtract,
+    Multiply,
+    Divide,
+    Modulo,
+    Power,
+
+    // String Operation
+    Concat,
+}
+
+// Logical
+
+pub fn and(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
+    if exp1.as_bool().is_some() && exp2.as_bool().is_some() {
+        Ok(json!(exp1.as_bool().unwrap() && exp2.as_bool().unwrap()))
+    } else {
+        Err(PropertyError::BooleanExpressionError)
+    }
+}
+
+pub fn or(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
+    if exp1.as_bool().is_some() && exp2.as_bool().is_some() {
+        Ok(json!(exp1.as_bool().unwrap() || exp2.as_bool().unwrap()))
+    } else {
+        Err(PropertyError::BooleanExpressionError)
+    }
+}
+
+// Numeric Comparison
+
+pub fn less_than(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
+    if exp1.as_u64().is_some() && exp2.as_u64().is_some() {
+        Ok(json!(exp1.as_u64().unwrap() < exp2.as_u64().unwrap()))
+    } else if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
+        Ok(json!(exp1.as_f64().unwrap() < exp2.as_f64().unwrap()))
+    } else {
+        Err(PropertyError::NumberExpressionError)
+    }
+}
+
+pub fn less_equal(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
+    if exp1.as_u64().is_some() && exp2.as_u64().is_some() {
+        Ok(json!(exp1.as_u64().unwrap() <= exp2.as_u64().unwrap()))
+    } else if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
+        Ok(json!(exp1.as_f64().unwrap() <= exp2.as_f64().unwrap()))
+    } else {
+        Err(PropertyError::NumberExpressionError)
+    }
+}
+
+pub fn greater_than(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
+    if exp1.as_u64().is_some() && exp2.as_u64().is_some() {
+        Ok(json!(exp1.as_u64().unwrap() > exp2.as_u64().unwrap()))
+    } else if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
+        Ok(json!(exp1.as_f64().unwrap() > exp2.as_f64().unwrap()))
+    } else {
+        Err(PropertyError::NumberExpressionError)
+    }
+}
+
+pub fn greater_equal(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
+    if exp1.as_u64().is_some() && exp2.as_u64().is_some() {
+        Ok(json!(exp1.as_u64().unwrap() >= exp2.as_u64().unwrap()))
+    } else if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
+        Ok(json!(exp1.as_f64().unwrap() >= exp2.as_f64().unwrap()))
+    } else {
+        Err(PropertyError::NumberExpressionError)
+    }
+}
+
+pub fn equal(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
+    Ok(json!(exp1 == exp2))
+}
+
+pub fn not_equal(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
+    Ok(json!(exp1 != exp2))
+}
+
+pub fn range(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
+    if exp1.is_array() && exp2.as_f64().is_some() {
+        let value = exp2.as_f64().unwrap();
+        let lower = exp1[0].as_f64();
+        let upper = exp1[1].as_f64();
+        if lower.is_some() && upper.is_some() {
+            Ok(json!(value >= lower.unwrap() && value <= upper.unwrap()))
+        } else {
+            Err(PropertyError::NumberExpressionError)
+        }
+    } else if exp2.is_array() && exp1.as_f64().is_some() {
+        let value = exp1.as_f64().unwrap();
+        let lower = exp2[0].as_f64();
+        let upper = exp2[1].as_f64();
+        if lower.is_some() && upper.is_some() {
+            Ok(json!(value >= lower.unwrap() && value <= upper.unwrap()))
+        } else {
+            Err(PropertyError::NumberExpressionError)
+        }
+    } else {
+        Err(PropertyError::NumberExpressionError)
+    }
+}
+
+// String Comparison
+
+pub fn contains(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
+    if exp1.as_str().is_some() && exp2.as_str().is_some() {
+        Ok(json!(exp1
+            .as_str()
+            .unwrap()
+            .contains(exp2.as_str().unwrap())))
+    } else {
+        Err(PropertyError::StringExpressionError)
+    }
+}
+
+pub fn starts_with(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
+    if exp1.as_str().is_some() && exp2.as_str().is_some() {
+        Ok(json!(exp1
+            .as_str()
+            .unwrap()
+            .starts_with(exp2.as_str().unwrap())))
+    } else {
+        Err(PropertyError::StringExpressionError)
+    }
+}
+
+pub fn ends_with(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
+    if exp1.as_str().is_some() && exp2.as_str().is_some() {
+        Ok(json!(exp1
+            .as_str()
+            .unwrap()
+            .ends_with(exp2.as_str().unwrap())))
+    } else {
+        Err(PropertyError::StringExpressionError)
+    }
+}
+
+// Mathematical Operation
+
+pub fn add(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
+    if exp1.as_u64().is_some() && exp2.as_u64().is_some() {
+        let number = exp1.as_u64().unwrap() + exp2.as_u64().unwrap();
+        Ok(json!(number))
+    } else if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
+        let number = exp1.as_f64().unwrap() + exp2.as_f64().unwrap();
+        Ok(json!(number))
+    } else {
+        Err(PropertyError::NumberExpressionError)
+    }
+}
+
+pub fn subtract(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
+    if exp1.as_u64().is_some() && exp2.as_u64().is_some() {
+        let number = exp1.as_u64().unwrap() - exp2.as_u64().unwrap();
+        Ok(json!(number))
+    } else if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
+        let number = exp1.as_f64().unwrap() - exp2.as_f64().unwrap();
+        Ok(json!(number))
+    } else {
+        Err(PropertyError::NumberExpressionError)
+    }
+}
+
+pub fn multiply(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
+    if exp1.as_u64().is_some() && exp2.as_u64().is_some() {
+        let number = exp1.as_u64().unwrap() * exp2.as_u64().unwrap();
+        Ok(json!(number))
+    } else if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
+        let number = exp1.as_f64().unwrap() * exp2.as_f64().unwrap();
+        Ok(json!(number))
+    } else {
+        Err(PropertyError::NumberExpressionError)
+    }
+}
+
+pub fn divide(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
+    if exp1.as_u64().is_some() && exp2.as_u64().is_some() {
+        let number = exp1.as_u64().unwrap() / exp2.as_u64().unwrap();
+        Ok(json!(number))
+    } else if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
+        let number = exp1.as_f64().unwrap() / exp2.as_f64().unwrap();
+        Ok(json!(number))
+    } else {
+        Err(PropertyError::NumberExpressionError)
+    }
+}
+
+pub fn modulo(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
+    if exp1.as_u64().is_some() && exp2.as_u64().is_some() {
+        let number = exp1.as_u64().unwrap() % exp2.as_u64().unwrap();
+        Ok(json!(number))
+    } else if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
+        let number = exp1.as_f64().unwrap() % exp2.as_f64().unwrap();
+        Ok(json!(number))
+    } else {
+        Err(PropertyError::NumberExpressionError)
+    }
+}
+
+pub fn power(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
+    if exp1.as_u64().is_some() && exp2.as_u64().is_some() {
+        let number = exp1.as_u64().unwrap().pow(exp2.as_u64().unwrap() as u32);
+        Ok(json!(number))
+    } else if exp1.as_f64().is_some() && exp2.as_f64().is_some() {
+        let number = exp1.as_f64().unwrap().powf(exp2.as_f64().unwrap());
+        Ok(json!(number))
+    } else {
+        Err(PropertyError::NumberExpressionError)
+    }
+}
+
+// String Operation
+
+pub fn concat(exp1: &JsonValue, exp2: &JsonValue) -> PropertyResult<JsonValue> {
+    if exp1.as_str().is_some() && exp2.as_str().is_some() {
+        let mut result = exp1.as_str().unwrap().to_owned();
+        result.push_str(exp2.as_str().unwrap());
+        Ok(JsonValue::String(result))
+    } else {
+        Err(PropertyError::StringExpressionError)
+    }
+}
diff --git a/src/property/filter/hash_property_cache.rs b/src/property/filter/hash_property_cache.rs
index 054e101a..f6a14b6c 100644
--- a/src/property/filter/hash_property_cache.rs
+++ b/src/property/filter/hash_property_cache.rs
@@ -1,88 +1,88 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-
-use crate::generic::IdType;
-use hashbrown::HashMap;
-use crate::property::filter::{EdgeCache, NodeCache, PropertyResult};
-use crate::property::PropertyError;
-
-use serde_json::json;
-use serde_json::Value as JsonValue;
-
-pub struct HashNodeCache {
-    node_map: Vec<JsonValue>,
-}
-
-impl HashNodeCache {
-    pub fn new<Id: IdType>(max_id: Id) -> Self {
-        HashNodeCache {
-            node_map: vec![json!(null); max_id.id() + 1],
-        }
-    }
-}
-
-impl Default for HashNodeCache {
-    fn default() -> Self {
-        HashNodeCache { node_map: vec![] }
-    }
-}
-
-impl<Id: IdType> NodeCache<Id> for HashNodeCache {
-    fn get_mut(&mut self, id: Id) -> PropertyResult<&mut JsonValue> {
-        if self.node_map.len() > id.id() {
-            Ok(self.node_map.get_mut(id.id()).unwrap())
-        } else {
-            Err(PropertyError::NodeNotFoundError)
-        }
-    }
-}
-
-pub struct HashEdgeCache<Id: IdType> {
-    edge_map: Vec<HashMap<Id, JsonValue>>,
-}
-
-impl<Id: IdType> HashEdgeCache<Id> {
-    pub fn new(max_id: Id) -> Self {
-        HashEdgeCache {
-            edge_map: vec![HashMap::new(); max_id.id() + 1],
-        }
-    }
-}
-
-impl<Id: IdType> Default for HashEdgeCache<Id> {
-    fn default() -> Self {
-        HashEdgeCache { edge_map: vec![] }
-    }
-}
-
-impl<Id: IdType> EdgeCache<Id> for HashEdgeCache<Id> {
-    fn get_mut(&mut self, src: Id, dst: Id) -> PropertyResult<&mut JsonValue> {
-        if self.edge_map.len() > src.id() {
-            if let Some(value) = self.edge_map.get_mut(src.id()).unwrap().get_mut(&dst) {
-                Ok(value)
-            } else {
-                Err(PropertyError::EdgeNotFoundError)
-            }
-        } else {
-            Err(PropertyError::EdgeNotFoundError)
-        }
-    }
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use crate::generic::IdType;
+use crate::property::filter::{EdgeCache, NodeCache, PropertyResult};
+use crate::property::PropertyError;
+use hashbrown::HashMap;
+
+use serde_json::json;
+use serde_json::Value as JsonValue;
+
+pub struct HashNodeCache {
+    node_map: Vec<JsonValue>,
+}
+
+impl HashNodeCache {
+    pub fn new<Id: IdType>(max_id: Id) -> Self {
+        HashNodeCache {
+            node_map: vec![json!(null); max_id.id() + 1],
+        }
+    }
+}
+
+impl Default for HashNodeCache {
+    fn default() -> Self {
+        HashNodeCache { node_map: vec![] }
+    }
+}
+
+impl<Id: IdType> NodeCache<Id> for HashNodeCache {
+    fn get_mut(&mut self, id: Id) -> PropertyResult<&mut JsonValue> {
+        if self.node_map.len() > id.id() {
+            Ok(self.node_map.get_mut(id.id()).unwrap())
+        } else {
+            Err(PropertyError::NodeNotFoundError)
+        }
+    }
+}
+
+pub struct HashEdgeCache<Id: IdType> {
+    edge_map: Vec<HashMap<Id, JsonValue>>,
+}
+
+impl<Id: IdType> HashEdgeCache<Id> {
+    pub fn new(max_id: Id) -> Self {
+        HashEdgeCache {
+            edge_map: vec![HashMap::new(); max_id.id() + 1],
+        }
+    }
+}
+
+impl<Id: IdType> Default for HashEdgeCache<Id> {
+    fn default() -> Self {
+        HashEdgeCache { edge_map: vec![] }
+    }
+}
+
+impl<Id: IdType> EdgeCache<Id> for HashEdgeCache<Id> {
+    fn get_mut(&mut self, src: Id, dst: Id) -> PropertyResult<&mut JsonValue> {
+        if self.edge_map.len() > src.id() {
+            if let Some(value) = self.edge_map.get_mut(src.id()).unwrap().get_mut(&dst) {
+                Ok(value)
+            } else {
+                Err(PropertyError::EdgeNotFoundError)
+            }
+        } else {
+            Err(PropertyError::EdgeNotFoundError)
+        }
+    }
+}
diff --git a/src/property/filter/lru_cache.rs b/src/property/filter/lru_cache.rs
index 3706f885..fb9a13bb 100644
--- a/src/property/filter/lru_cache.rs
+++ b/src/property/filter/lru_cache.rs
@@ -1,336 +1,336 @@
-#![cfg_attr(feature = "nightly", feature(alloc))]
-
-extern crate hashbrown;
-#[cfg(test)]
-extern crate scoped_threadpool;
-
-use hashbrown::hash_map::DefaultHashBuilder;
-use hashbrown::HashMap;
-use std::boxed::Box;
-use std::hash::{BuildHasher, Hash, Hasher};
-use std::iter::FusedIterator;
-use std::marker::PhantomData;
-use std::mem;
-use std::ptr;
-use std::usize;
-
-// Struct used to hold a reference to a key
-struct KeyRef<K> {
-    k: *const K,
-}
-
-impl<K: Hash> Hash for KeyRef<K> {
-    fn hash<H: Hasher>(&self, state: &mut H) {
-        unsafe { (*self.k).hash(state) }
-    }
-}
-
-impl<K: PartialEq> PartialEq for KeyRef<K> {
-    fn eq(&self, other: &KeyRef<K>) -> bool {
-        unsafe { (*self.k).eq(&*other.k) }
-    }
-}
-
-impl<K: Eq> Eq for KeyRef<K> {}
-
-// Struct used to hold a key value pair. Also contains references to previous and next entries
-// so we can maintain the entries in a linked list ordered by their use.
-struct LruEntry<K> {
-    key: K,
-    prev: *mut LruEntry<K>,
-    next: *mut LruEntry<K>,
-}
-
-impl<K> LruEntry<K> {
-    fn new(key: K) -> Self {
-        LruEntry {
-            key,
-            prev: ptr::null_mut(),
-            next: ptr::null_mut(),
-        }
-    }
-}
-
-/// An LRU Cache
-pub struct LruCache<K, S = DefaultHashBuilder> {
-    map: HashMap<KeyRef<K>, Box<LruEntry<K>>, S>,
-    cap: usize,
-
-    // head and tail are sigil nodes to faciliate inserting entries
-    head: *mut LruEntry<K>,
-    tail: *mut LruEntry<K>,
-}
-
-impl<K: Hash + Eq> LruCache<K> {
-    pub fn new(cap: usize) -> LruCache<K> {
-        LruCache::construct(cap, HashMap::with_capacity(cap))
-    }
-
-    pub fn unbounded() -> LruCache<K> {
-        LruCache::construct(usize::MAX, HashMap::default())
-    }
-}
-
-impl<K: Hash + Eq, S: BuildHasher> LruCache<K, S> {
-    pub fn with_hasher(cap: usize, hash_builder: S) -> LruCache<K, S> {
-        LruCache::construct(cap, HashMap::with_capacity_and_hasher(cap, hash_builder))
-    }
-
-    /// Creates a new LRU Cache with the given capacity.
-    fn construct(cap: usize, map: HashMap<KeyRef<K>, Box<LruEntry<K>>, S>) -> LruCache<K, S> {
-        // NB: The compiler warns that cache does not need to be marked as mutable if we
-        // declare it as such since we only mutate it inside the unsafe block.
-        let cache = LruCache {
-            map,
-            cap,
-            head: unsafe { Box::into_raw(Box::new(mem::uninitialized::<LruEntry<K>>())) },
-            tail: unsafe { Box::into_raw(Box::new(mem::uninitialized::<LruEntry<K>>())) },
-        };
-
-        unsafe {
-            (*cache.head).next = cache.tail;
-            (*cache.tail).prev = cache.head;
-        }
-
-        cache
-    }
-
-    pub fn put(&mut self, k: K) {
-        let node_ptr = self.map.get_mut(&KeyRef { k: &k }).map(|node| {
-            let node_ptr: *mut LruEntry<K> = &mut **node;
-            node_ptr
-        });
-
-        match node_ptr {
-            Some(node_ptr) => {
-                self.detach(node_ptr);
-                self.attach(node_ptr);
-            }
-            None => {
-                let mut node = if self.len() == self.cap() {
-                    // if the cache is full, remove the last entry so we can use it for the new key
-                    let old_key = KeyRef {
-                        k: unsafe { &(*(*self.tail).prev).key },
-                    };
-                    let mut old_node = self.map.remove(&old_key).unwrap();
-
-                    old_node.key = k;
-
-                    let node_ptr: *mut LruEntry<K> = &mut *old_node;
-                    self.detach(node_ptr);
-
-                    old_node
-                } else {
-                    // if the cache is not full allocate a new LruEntry
-                    Box::new(LruEntry::new(k))
-                };
-
-                let node_ptr: *mut LruEntry<K> = &mut *node;
-                self.attach(node_ptr);
-
-                let keyref = unsafe { &(*node_ptr).key };
-                self.map.insert(KeyRef { k: keyref }, node);
-            }
-        }
-    }
-
-    pub fn contains(&self, k: &K) -> bool {
-        let key = KeyRef { k };
-        self.map.contains_key(&key)
-    }
-
-    pub fn pop_lru(&mut self) -> Option<(K)> {
-        let node = self.remove_last()?;
-        // N.B.: Can't destructure directly because of https://github.com/rust-lang/rust/issues/28536
-        let node = *node;
-        let LruEntry { key, .. } = node;
-        Some(key)
-    }
-
-    pub fn len(&self) -> usize {
-        self.map.len()
-    }
-
-    pub fn is_empty(&self) -> bool {
-        self.map.len() == 0
-    }
-
-    pub fn cap(&self) -> usize {
-        self.cap
-    }
-
-    pub fn is_full(&self) -> bool {
-        self.cap() == self.len()
-    }
-
-    pub fn resize(&mut self, cap: usize) {
-        // return early if capacity doesn't change
-        if cap == self.cap {
-            return;
-        }
-
-        while self.map.len() > cap {
-            self.remove_last();
-        }
-        self.map.shrink_to_fit();
-
-        self.cap = cap;
-    }
-
-    pub fn clear(&mut self) {
-        loop {
-            match self.remove_last() {
-                Some(_) => (),
-                None => break,
-            }
-        }
-    }
-
-    pub fn iter<'a>(&'a self) -> Iter<'a, K> {
-        Iter {
-            len: self.len(),
-            ptr: unsafe { (*self.head).next },
-            end: unsafe { (*self.tail).prev },
-            phantom: PhantomData,
-        }
-    }
-
-    fn remove_last(&mut self) -> Option<Box<LruEntry<K>>> {
-        let prev;
-        unsafe { prev = (*self.tail).prev }
-        if prev != self.head {
-            let old_key = KeyRef {
-                k: unsafe { &(*(*self.tail).prev).key },
-            };
-            let mut old_node = self.map.remove(&old_key).unwrap();
-            let node_ptr: *mut LruEntry<K> = &mut *old_node;
-            self.detach(node_ptr);
-            Some(old_node)
-        } else {
-            None
-        }
-    }
-
-    fn detach(&mut self, node: *mut LruEntry<K>) {
-        unsafe {
-            (*(*node).prev).next = (*node).next;
-            (*(*node).next).prev = (*node).prev;
-        }
-    }
-
-    fn attach(&mut self, node: *mut LruEntry<K>) {
-        unsafe {
-            (*node).next = (*self.head).next;
-            (*node).prev = self.head;
-            (*self.head).next = node;
-            (*(*node).next).prev = node;
-        }
-    }
-}
-
-impl<K, S> Drop for LruCache<K, S> {
-    fn drop(&mut self) {
-        // Prevent compiler from trying to drop the un-initialized fields key and val in head
-        // and tail
-        unsafe {
-            let head = *Box::from_raw(self.head);
-            let tail = *Box::from_raw(self.tail);
-
-            let LruEntry { key: head_key, .. } = head;
-            let LruEntry { key: tail_key, .. } = tail;
-
-            mem::forget(head_key);
-            mem::forget(tail_key);
-        }
-    }
-}
-
-impl<'a, K: Hash + Eq, S: BuildHasher> IntoIterator for &'a LruCache<K, S> {
-    type Item = (&'a K);
-    type IntoIter = Iter<'a, K>;
-
-    fn into_iter(self) -> Iter<'a, K> {
-        self.iter()
-    }
-}
-
-// The compiler does not automatically derive Send and Sync for LruCache because it contains
-// raw pointers. The raw pointers are safely encapsulated by LruCache though so we can
-// implement Send and Sync for it below.
-unsafe impl<K: Send, V: Send> Send for LruCache<K, V> {}
-unsafe impl<K: Sync, V: Sync> Sync for LruCache<K, V> {}
-
-/// An iterator over the entries of a `LruCache`.
-///
-/// This `struct` is created by the [`iter`] method on [`LruCache`][`LruCache`]. See its
-/// documentation for more.
-///
-/// [`iter`]: struct.LruCache.html#method.iter
-/// [`LruCache`]: struct.LruCache.html
-pub struct Iter<'a, K: 'a> {
-    len: usize,
-
-    ptr: *const LruEntry<K>,
-    end: *const LruEntry<K>,
-
-    phantom: PhantomData<&'a K>,
-}
-
-impl<'a, K> Iterator for Iter<'a, K> {
-    type Item = (&'a K);
-
-    fn next(&mut self) -> Option<(&'a K)> {
-        if self.len == 0 {
-            return None;
-        }
-
-        let key = unsafe { &(*self.ptr).key };
-
-        self.len -= 1;
-        self.ptr = unsafe { (*self.ptr).next };
-
-        Some(key)
-    }
-
-    fn size_hint(&self) -> (usize, Option<usize>) {
-        (self.len, Some(self.len))
-    }
-
-    fn count(self) -> usize {
-        self.len
-    }
-}
-
-impl<'a, K> DoubleEndedIterator for Iter<'a, K> {
-    fn next_back(&mut self) -> Option<(&'a K)> {
-        if self.len == 0 {
-            return None;
-        }
-
-        let key = unsafe { &(*self.end).key };
-
-        self.len -= 1;
-        self.end = unsafe { (*self.end).prev };
-
-        Some(key)
-    }
-}
-
-impl<'a, K> ExactSizeIterator for Iter<'a, K> {}
-impl<'a, K> FusedIterator for Iter<'a, K> {}
-
-impl<'a, K> Clone for Iter<'a, K> {
-    fn clone(&self) -> Iter<'a, K> {
-        Iter {
-            len: self.len,
-            ptr: self.ptr,
-            end: self.end,
-            phantom: PhantomData,
-        }
-    }
-}
-
-// The compiler does not automatically derive Send and Sync for Iter because it contains
-// raw pointers.
-unsafe impl<'a, K: Send> Send for Iter<'a, K> {}
-unsafe impl<'a, K: Sync> Sync for Iter<'a, K> {}
+#![cfg_attr(feature = "nightly", feature(alloc))]
+
+extern crate hashbrown;
+#[cfg(test)]
+extern crate scoped_threadpool;
+
+use hashbrown::hash_map::DefaultHashBuilder;
+use hashbrown::HashMap;
+use std::boxed::Box;
+use std::hash::{BuildHasher, Hash, Hasher};
+use std::iter::FusedIterator;
+use std::marker::PhantomData;
+use std::mem;
+use std::ptr;
+use std::usize;
+
+// Struct used to hold a reference to a key
+struct KeyRef<K> {
+    k: *const K,
+}
+
+impl<K: Hash> Hash for KeyRef<K> {
+    fn hash<H: Hasher>(&self, state: &mut H) {
+        unsafe { (*self.k).hash(state) }
+    }
+}
+
+impl<K: PartialEq> PartialEq for KeyRef<K> {
+    fn eq(&self, other: &KeyRef<K>) -> bool {
+        unsafe { (*self.k).eq(&*other.k) }
+    }
+}
+
+impl<K: Eq> Eq for KeyRef<K> {}
+
+// Struct used to hold a key value pair. Also contains references to previous and next entries
+// so we can maintain the entries in a linked list ordered by their use.
+struct LruEntry<K> {
+    key: K,
+    prev: *mut LruEntry<K>,
+    next: *mut LruEntry<K>,
+}
+
+impl<K> LruEntry<K> {
+    fn new(key: K) -> Self {
+        LruEntry {
+            key,
+            prev: ptr::null_mut(),
+            next: ptr::null_mut(),
+        }
+    }
+}
+
+/// An LRU Cache
+pub struct LruCache<K, S = DefaultHashBuilder> {
+    map: HashMap<KeyRef<K>, Box<LruEntry<K>>, S>,
+    cap: usize,
+
+    // head and tail are sigil nodes to faciliate inserting entries
+    head: *mut LruEntry<K>,
+    tail: *mut LruEntry<K>,
+}
+
+impl<K: Hash + Eq> LruCache<K> {
+    pub fn new(cap: usize) -> LruCache<K> {
+        LruCache::construct(cap, HashMap::with_capacity(cap))
+    }
+
+    pub fn unbounded() -> LruCache<K> {
+        LruCache::construct(usize::MAX, HashMap::default())
+    }
+}
+
+impl<K: Hash + Eq, S: BuildHasher> LruCache<K, S> {
+    pub fn with_hasher(cap: usize, hash_builder: S) -> LruCache<K, S> {
+        LruCache::construct(cap, HashMap::with_capacity_and_hasher(cap, hash_builder))
+    }
+
+    /// Creates a new LRU Cache with the given capacity.
+    fn construct(cap: usize, map: HashMap<KeyRef<K>, Box<LruEntry<K>>, S>) -> LruCache<K, S> {
+        // NB: The compiler warns that cache does not need to be marked as mutable if we
+        // declare it as such since we only mutate it inside the unsafe block.
+        let cache = LruCache {
+            map,
+            cap,
+            head: unsafe { Box::into_raw(Box::new(mem::uninitialized::<LruEntry<K>>())) },
+            tail: unsafe { Box::into_raw(Box::new(mem::uninitialized::<LruEntry<K>>())) },
+        };
+
+        unsafe {
+            (*cache.head).next = cache.tail;
+            (*cache.tail).prev = cache.head;
+        }
+
+        cache
+    }
+
+    pub fn put(&mut self, k: K) {
+        let node_ptr = self.map.get_mut(&KeyRef { k: &k }).map(|node| {
+            let node_ptr: *mut LruEntry<K> = &mut **node;
+            node_ptr
+        });
+
+        match node_ptr {
+            Some(node_ptr) => {
+                self.detach(node_ptr);
+                self.attach(node_ptr);
+            }
+            None => {
+                let mut node = if self.len() == self.cap() {
+                    // if the cache is full, remove the last entry so we can use it for the new key
+                    let old_key = KeyRef {
+                        k: unsafe { &(*(*self.tail).prev).key },
+                    };
+                    let mut old_node = self.map.remove(&old_key).unwrap();
+
+                    old_node.key = k;
+
+                    let node_ptr: *mut LruEntry<K> = &mut *old_node;
+                    self.detach(node_ptr);
+
+                    old_node
+                } else {
+                    // if the cache is not full allocate a new LruEntry
+                    Box::new(LruEntry::new(k))
+                };
+
+                let node_ptr: *mut LruEntry<K> = &mut *node;
+                self.attach(node_ptr);
+
+                let keyref = unsafe { &(*node_ptr).key };
+                self.map.insert(KeyRef { k: keyref }, node);
+            }
+        }
+    }
+
+    pub fn contains(&self, k: &K) -> bool {
+        let key = KeyRef { k };
+        self.map.contains_key(&key)
+    }
+
+    pub fn pop_lru(&mut self) -> Option<(K)> {
+        let node = self.remove_last()?;
+        // N.B.: Can't destructure directly because of https://github.com/rust-lang/rust/issues/28536
+        let node = *node;
+        let LruEntry { key, .. } = node;
+        Some(key)
+    }
+
+    pub fn len(&self) -> usize {
+        self.map.len()
+    }
+
+    pub fn is_empty(&self) -> bool {
+        self.map.len() == 0
+    }
+
+    pub fn cap(&self) -> usize {
+        self.cap
+    }
+
+    pub fn is_full(&self) -> bool {
+        self.cap() == self.len()
+    }
+
+    pub fn resize(&mut self, cap: usize) {
+        // return early if capacity doesn't change
+        if cap == self.cap {
+            return;
+        }
+
+        while self.map.len() > cap {
+            self.remove_last();
+        }
+        self.map.shrink_to_fit();
+
+        self.cap = cap;
+    }
+
+    pub fn clear(&mut self) {
+        loop {
+            match self.remove_last() {
+                Some(_) => (),
+                None => break,
+            }
+        }
+    }
+
+    pub fn iter<'a>(&'a self) -> Iter<'a, K> {
+        Iter {
+            len: self.len(),
+            ptr: unsafe { (*self.head).next },
+            end: unsafe { (*self.tail).prev },
+            phantom: PhantomData,
+        }
+    }
+
+    fn remove_last(&mut self) -> Option<Box<LruEntry<K>>> {
+        let prev;
+        unsafe { prev = (*self.tail).prev }
+        if prev != self.head {
+            let old_key = KeyRef {
+                k: unsafe { &(*(*self.tail).prev).key },
+            };
+            let mut old_node = self.map.remove(&old_key).unwrap();
+            let node_ptr: *mut LruEntry<K> = &mut *old_node;
+            self.detach(node_ptr);
+            Some(old_node)
+        } else {
+            None
+        }
+    }
+
+    fn detach(&mut self, node: *mut LruEntry<K>) {
+        unsafe {
+            (*(*node).prev).next = (*node).next;
+            (*(*node).next).prev = (*node).prev;
+        }
+    }
+
+    fn attach(&mut self, node: *mut LruEntry<K>) {
+        unsafe {
+            (*node).next = (*self.head).next;
+            (*node).prev = self.head;
+            (*self.head).next = node;
+            (*(*node).next).prev = node;
+        }
+    }
+}
+
+impl<K, S> Drop for LruCache<K, S> {
+    fn drop(&mut self) {
+        // Prevent compiler from trying to drop the un-initialized fields key and val in head
+        // and tail
+        unsafe {
+            let head = *Box::from_raw(self.head);
+            let tail = *Box::from_raw(self.tail);
+
+            let LruEntry { key: head_key, .. } = head;
+            let LruEntry { key: tail_key, .. } = tail;
+
+            mem::forget(head_key);
+            mem::forget(tail_key);
+        }
+    }
+}
+
+impl<'a, K: Hash + Eq, S: BuildHasher> IntoIterator for &'a LruCache<K, S> {
+    type Item = (&'a K);
+    type IntoIter = Iter<'a, K>;
+
+    fn into_iter(self) -> Iter<'a, K> {
+        self.iter()
+    }
+}
+
+// The compiler does not automatically derive Send and Sync for LruCache because it contains
+// raw pointers. The raw pointers are safely encapsulated by LruCache though so we can
+// implement Send and Sync for it below.
+unsafe impl<K: Send, V: Send> Send for LruCache<K, V> {}
+unsafe impl<K: Sync, V: Sync> Sync for LruCache<K, V> {}
+
+/// An iterator over the entries of a `LruCache`.
+///
+/// This `struct` is created by the [`iter`] method on [`LruCache`][`LruCache`]. See its
+/// documentation for more.
+///
+/// [`iter`]: struct.LruCache.html#method.iter
+/// [`LruCache`]: struct.LruCache.html
+pub struct Iter<'a, K: 'a> {
+    len: usize,
+
+    ptr: *const LruEntry<K>,
+    end: *const LruEntry<K>,
+
+    phantom: PhantomData<&'a K>,
+}
+
+impl<'a, K> Iterator for Iter<'a, K> {
+    type Item = (&'a K);
+
+    fn next(&mut self) -> Option<(&'a K)> {
+        if self.len == 0 {
+            return None;
+        }
+
+        let key = unsafe { &(*self.ptr).key };
+
+        self.len -= 1;
+        self.ptr = unsafe { (*self.ptr).next };
+
+        Some(key)
+    }
+
+    fn size_hint(&self) -> (usize, Option<usize>) {
+        (self.len, Some(self.len))
+    }
+
+    fn count(self) -> usize {
+        self.len
+    }
+}
+
+impl<'a, K> DoubleEndedIterator for Iter<'a, K> {
+    fn next_back(&mut self) -> Option<(&'a K)> {
+        if self.len == 0 {
+            return None;
+        }
+
+        let key = unsafe { &(*self.end).key };
+
+        self.len -= 1;
+        self.end = unsafe { (*self.end).prev };
+
+        Some(key)
+    }
+}
+
+impl<'a, K> ExactSizeIterator for Iter<'a, K> {}
+impl<'a, K> FusedIterator for Iter<'a, K> {}
+
+impl<'a, K> Clone for Iter<'a, K> {
+    fn clone(&self) -> Iter<'a, K> {
+        Iter {
+            len: self.len,
+            ptr: self.ptr,
+            end: self.end,
+            phantom: PhantomData,
+        }
+    }
+}
+
+// The compiler does not automatically derive Send and Sync for Iter because it contains
+// raw pointers.
+unsafe impl<'a, K: Send> Send for Iter<'a, K> {}
+unsafe impl<'a, K: Sync> Sync for Iter<'a, K> {}
diff --git a/src/property/filter/lru_property_cache.rs b/src/property/filter/lru_property_cache.rs
index 80703cf0..283880e7 100644
--- a/src/property/filter/lru_property_cache.rs
+++ b/src/property/filter/lru_property_cache.rs
@@ -1,142 +1,142 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-use crate::generic::IdType;
-use hashbrown::HashMap;
-use crate::property::filter::{EdgeCache, NodeCache, PropertyResult};
-use crate::property::PropertyError;
-
-use lru::LruCache;
-use serde_json::json;
-use serde_json::Value as JsonValue;
-
-pub struct LruNodeCache {
-    node_map: Vec<JsonValue>,
-    lru_indices: LruCache<usize, usize>,
-}
-
-impl LruNodeCache {
-    pub fn new(capacity: usize) -> Self {
-        LruNodeCache {
-            node_map: Vec::with_capacity(capacity),
-            lru_indices: LruCache::new(capacity),
-        }
-    }
-
-    pub fn resize(&mut self, capacity: usize) {
-        if capacity < self.lru_indices.cap() {
-            self.lru_indices = LruCache::new(capacity);
-            self.node_map = Vec::with_capacity(capacity);
-        } else {
-            let current_len = self.node_map.len().clone();
-            self.lru_indices.resize(capacity);
-            self.node_map.reserve_exact(capacity - current_len)
-        }
-    }
-}
-
-impl Default for LruNodeCache {
-    fn default() -> Self {
-        LruNodeCache {
-            node_map: vec![],
-            lru_indices: LruCache::new(0usize),
-        }
-    }
-}
-
-impl<Id: IdType> NodeCache<Id> for LruNodeCache {
-    fn get_mut(&mut self, id: Id) -> PropertyResult<&mut JsonValue> {
-        if !self.lru_indices.contains(&id.id()) {
-            let index;
-            if self.lru_indices.cap() == self.lru_indices.len() {
-                index = self.lru_indices.pop_lru().unwrap().1;
-                self.node_map[index] = json!(null);
-                self.lru_indices.put(id.id(), index);
-            } else {
-                index = self.node_map.len();
-                self.node_map.push(json!(null));
-                self.lru_indices.put(id.id(), index);
-            }
-            if let Some(result) = self.node_map.get_mut(index) {
-                Ok(result)
-            } else {
-                Err(PropertyError::LruZeroCapacity)
-            }
-        } else {
-            Ok(self
-                .node_map
-                .get_mut(*self.lru_indices.get_mut(&id.id()).unwrap())
-                .unwrap())
-        }
-    }
-}
-
-pub struct LruEdgeCache<Id: IdType> {
-    edge_map: HashMap<Id, HashMap<Id, JsonValue>>,
-    lru_indices: LruCache<(Id, Id), Id>,
-}
-
-impl<Id: IdType> LruEdgeCache<Id> {
-    pub fn new(capacity: usize) -> Self {
-        LruEdgeCache {
-            edge_map: HashMap::new(),
-            lru_indices: LruCache::new(capacity),
-        }
-    }
-
-    pub fn resize(&mut self, capacity: usize) {
-        if capacity < self.lru_indices.cap() {
-            self.lru_indices = LruCache::new(capacity);
-            self.edge_map = HashMap::new();
-        } else {
-            self.lru_indices.resize(capacity);
-        }
-    }
-}
-
-impl<Id: IdType> Default for LruEdgeCache<Id> {
-    fn default() -> Self {
-        LruEdgeCache {
-            edge_map: HashMap::new(),
-            lru_indices: LruCache::new(0usize),
-        }
-    }
-}
-
-impl<Id: IdType> EdgeCache<Id> for LruEdgeCache<Id> {
-    fn get_mut(&mut self, src: Id, dst: Id) -> PropertyResult<&mut JsonValue> {
-        if !self.lru_indices.contains(&(src, dst)) {
-            if self.lru_indices.cap() == self.lru_indices.len() {
-                let (old_src, old_dst) = self.lru_indices.pop_lru().unwrap().0;
-                self.edge_map.get_mut(&old_src).unwrap().remove(&old_dst);
-                if self.edge_map.get(&old_src).unwrap().len() == 0 {
-                    self.edge_map.remove(&old_src);
-                }
-            }
-            let property_entry = self.edge_map.entry(src).or_insert(HashMap::new());
-            self.lru_indices.put((src, dst), src);
-            property_entry.insert(dst, json!(null));
-            Ok(property_entry.get_mut(&dst).unwrap())
-        } else {
-            self.lru_indices.get_mut(&(src, dst));
-            Ok(self.edge_map.get_mut(&src).unwrap().get_mut(&dst).unwrap())
-        }
-    }
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+use crate::generic::IdType;
+use crate::property::filter::{EdgeCache, NodeCache, PropertyResult};
+use crate::property::PropertyError;
+use hashbrown::HashMap;
+
+use lru::LruCache;
+use serde_json::json;
+use serde_json::Value as JsonValue;
+
+pub struct LruNodeCache {
+    node_map: Vec<JsonValue>,
+    lru_indices: LruCache<usize, usize>,
+}
+
+impl LruNodeCache {
+    pub fn new(capacity: usize) -> Self {
+        LruNodeCache {
+            node_map: Vec::with_capacity(capacity),
+            lru_indices: LruCache::new(capacity),
+        }
+    }
+
+    pub fn resize(&mut self, capacity: usize) {
+        if capacity < self.lru_indices.cap() {
+            self.lru_indices = LruCache::new(capacity);
+            self.node_map = Vec::with_capacity(capacity);
+        } else {
+            let current_len = self.node_map.len().clone();
+            self.lru_indices.resize(capacity);
+            self.node_map.reserve_exact(capacity - current_len)
+        }
+    }
+}
+
+impl Default for LruNodeCache {
+    fn default() -> Self {
+        LruNodeCache {
+            node_map: vec![],
+            lru_indices: LruCache::new(0usize),
+        }
+    }
+}
+
+impl<Id: IdType> NodeCache<Id> for LruNodeCache {
+    fn get_mut(&mut self, id: Id) -> PropertyResult<&mut JsonValue> {
+        if !self.lru_indices.contains(&id.id()) {
+            let index;
+            if self.lru_indices.cap() == self.lru_indices.len() {
+                index = self.lru_indices.pop_lru().unwrap().1;
+                self.node_map[index] = json!(null);
+                self.lru_indices.put(id.id(), index);
+            } else {
+                index = self.node_map.len();
+                self.node_map.push(json!(null));
+                self.lru_indices.put(id.id(), index);
+            }
+            if let Some(result) = self.node_map.get_mut(index) {
+                Ok(result)
+            } else {
+                Err(PropertyError::LruZeroCapacity)
+            }
+        } else {
+            Ok(self
+                .node_map
+                .get_mut(*self.lru_indices.get_mut(&id.id()).unwrap())
+                .unwrap())
+        }
+    }
+}
+
+pub struct LruEdgeCache<Id: IdType> {
+    edge_map: HashMap<Id, HashMap<Id, JsonValue>>,
+    lru_indices: LruCache<(Id, Id), Id>,
+}
+
+impl<Id: IdType> LruEdgeCache<Id> {
+    pub fn new(capacity: usize) -> Self {
+        LruEdgeCache {
+            edge_map: HashMap::new(),
+            lru_indices: LruCache::new(capacity),
+        }
+    }
+
+    pub fn resize(&mut self, capacity: usize) {
+        if capacity < self.lru_indices.cap() {
+            self.lru_indices = LruCache::new(capacity);
+            self.edge_map = HashMap::new();
+        } else {
+            self.lru_indices.resize(capacity);
+        }
+    }
+}
+
+impl<Id: IdType> Default for LruEdgeCache<Id> {
+    fn default() -> Self {
+        LruEdgeCache {
+            edge_map: HashMap::new(),
+            lru_indices: LruCache::new(0usize),
+        }
+    }
+}
+
+impl<Id: IdType> EdgeCache<Id> for LruEdgeCache<Id> {
+    fn get_mut(&mut self, src: Id, dst: Id) -> PropertyResult<&mut JsonValue> {
+        if !self.lru_indices.contains(&(src, dst)) {
+            if self.lru_indices.cap() == self.lru_indices.len() {
+                let (old_src, old_dst) = self.lru_indices.pop_lru().unwrap().0;
+                self.edge_map.get_mut(&old_src).unwrap().remove(&old_dst);
+                if self.edge_map.get(&old_src).unwrap().len() == 0 {
+                    self.edge_map.remove(&old_src);
+                }
+            }
+            let property_entry = self.edge_map.entry(src).or_insert(HashMap::new());
+            self.lru_indices.put((src, dst), src);
+            property_entry.insert(dst, json!(null));
+            Ok(property_entry.get_mut(&dst).unwrap())
+        } else {
+            self.lru_indices.get_mut(&(src, dst));
+            Ok(self.edge_map.get_mut(&src).unwrap().get_mut(&dst).unwrap())
+        }
+    }
+}
diff --git a/src/property/filter/mod.rs b/src/property/filter/mod.rs
index aeae5b3b..648705f3 100644
--- a/src/property/filter/mod.rs
+++ b/src/property/filter/mod.rs
@@ -1,95 +1,95 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-
-// 1. Change to refcell
-// 2. Add error types
-// 3. Change cache to store json object (all attributes)
-// 4. Add comments
-// 5. exp ma ager prefetch
-
-// 1. edge p f/ n p f
-// 2. possible errors listed
-
-pub mod arithmetic_expression;
-pub mod edge_property_filter;
-pub mod expression_operator;
-pub mod hash_property_cache;
-pub mod lru_cache;
-pub mod lru_property_cache;
-pub mod node_property_filter;
-pub mod predicate_expression;
-pub mod property_cache;
-pub mod value_expression;
-
-use crate::generic::IdType;
-use serde_json::json;
-use serde_json::Value as JsonValue;
-use std::borrow::Cow;
-
-use crate::property::PropertyError;
-
-pub use crate::property::filter::arithmetic_expression::ArithmeticExpression;
-pub use crate::property::filter::edge_property_filter::filter_edge;
-pub use crate::property::filter::expression_operator::{ArithmeticOperator, PredicateOperator};
-pub use crate::property::filter::hash_property_cache::{HashEdgeCache, HashNodeCache};
-pub use crate::property::filter::node_property_filter::filter_node;
-pub use crate::property::filter::predicate_expression::PredicateExpression;
-pub use crate::property::filter::property_cache::PropertyCache;
-pub use crate::property::filter::value_expression::{Const, Var};
-//pub use property::filter::lru_cache::LruCache;
-pub use crate::property::filter::lru_property_cache::{LruEdgeCache, LruNodeCache};
-
-pub type PropertyResult<T> = Result<T, PropertyError>;
-
-pub fn empty_expression() -> Box<dyn Expression> {
-    Box::new(Const::new(json!(true)))
-}
-
-pub trait Expression {
-    // Get the result of expression as a Json Value.
-    fn get_value<'a>(&'a self, var: &'a JsonValue) -> PropertyResult<Cow<'a, JsonValue>>;
-
-    fn box_clone(&self) -> Box<dyn Expression>;
-
-    fn is_empty(&self) -> bool;
-}
-
-impl Clone for Box<dyn Expression> {
-    fn clone(&self) -> Box<dyn Expression> {
-        self.box_clone()
-    }
-}
-
-impl PartialEq for Box<dyn Expression> {
-    fn eq(&self, _other: &Box<dyn Expression>) -> bool {
-        true
-    }
-}
-
-impl Eq for Box<dyn Expression> {}
-
-pub trait NodeCache<Id: IdType> {
-    fn get_mut(&mut self, id: Id) -> PropertyResult<&mut JsonValue>;
-}
-
-pub trait EdgeCache<Id: IdType> {
-    fn get_mut(&mut self, src: Id, dst: Id) -> PropertyResult<&mut JsonValue>;
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+// 1. Change to refcell
+// 2. Add error types
+// 3. Change cache to store json object (all attributes)
+// 4. Add comments
+// 5. exp ma ager prefetch
+
+// 1. edge p f/ n p f
+// 2. possible errors listed
+
+pub mod arithmetic_expression;
+pub mod edge_property_filter;
+pub mod expression_operator;
+pub mod hash_property_cache;
+pub mod lru_cache;
+pub mod lru_property_cache;
+pub mod node_property_filter;
+pub mod predicate_expression;
+pub mod property_cache;
+pub mod value_expression;
+
+use crate::generic::IdType;
+use serde_json::json;
+use serde_json::Value as JsonValue;
+use std::borrow::Cow;
+
+use crate::property::PropertyError;
+
+pub use crate::property::filter::arithmetic_expression::ArithmeticExpression;
+pub use crate::property::filter::edge_property_filter::filter_edge;
+pub use crate::property::filter::expression_operator::{ArithmeticOperator, PredicateOperator};
+pub use crate::property::filter::hash_property_cache::{HashEdgeCache, HashNodeCache};
+pub use crate::property::filter::node_property_filter::filter_node;
+pub use crate::property::filter::predicate_expression::PredicateExpression;
+pub use crate::property::filter::property_cache::PropertyCache;
+pub use crate::property::filter::value_expression::{Const, Var};
+//pub use property::filter::lru_cache::LruCache;
+pub use crate::property::filter::lru_property_cache::{LruEdgeCache, LruNodeCache};
+
+pub type PropertyResult<T> = Result<T, PropertyError>;
+
+pub fn empty_expression() -> Box<dyn Expression> {
+    Box::new(Const::new(json!(true)))
+}
+
+pub trait Expression {
+    // Get the result of expression as a Json Value.
+    fn get_value<'a>(&'a self, var: &'a JsonValue) -> PropertyResult<Cow<'a, JsonValue>>;
+
+    fn box_clone(&self) -> Box<dyn Expression>;
+
+    fn is_empty(&self) -> bool;
+}
+
+impl Clone for Box<dyn Expression> {
+    fn clone(&self) -> Box<dyn Expression> {
+        self.box_clone()
+    }
+}
+
+impl PartialEq for Box<dyn Expression> {
+    fn eq(&self, _other: &Box<dyn Expression>) -> bool {
+        true
+    }
+}
+
+impl Eq for Box<dyn Expression> {}
+
+pub trait NodeCache<Id: IdType> {
+    fn get_mut(&mut self, id: Id) -> PropertyResult<&mut JsonValue>;
+}
+
+pub trait EdgeCache<Id: IdType> {
+    fn get_mut(&mut self, src: Id, dst: Id) -> PropertyResult<&mut JsonValue>;
+}
diff --git a/src/property/filter/node_property_filter.rs b/src/property/filter/node_property_filter.rs
index fbf6aef8..22e985d8 100644
--- a/src/property/filter/node_property_filter.rs
+++ b/src/property/filter/node_property_filter.rs
@@ -1,66 +1,68 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-
-use crate::generic::IdType;
-use crate::property::filter::{EdgeCache, Expression, NodeCache, PropertyResult};
-use crate::property::{PropertyCache, PropertyError, PropertyGraph};
-
-pub fn filter_node<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>(
-    id: Id,
-    property_cache: &mut PropertyCache<Id, PG, NC, EC>,
-    expression: &dyn Expression,
-) -> bool {
-    if property_cache.is_disabled() || property_cache.is_node_disabled() {
-        true
-    } else {
-        let result = get_node_filter_result(id, property_cache, expression);
-        if result.is_err() {
-            debug!("node {:?} has error {:?}", id, result.err().unwrap());
-            false
-        } else {
-            result.unwrap()
-        }
-    }
-}
-
-pub fn get_node_filter_result<
-    Id: IdType,
-    PG: PropertyGraph<Id>,
-    NC: NodeCache<Id>,
-    EC: EdgeCache<Id>,
->(
-    id: Id,
-    property_cache: &mut PropertyCache<Id, PG, NC, EC>,
-    expression: &dyn Expression,
-) -> PropertyResult<bool> {
-    if expression.is_empty() {
-        Ok(true)
-    } else {
-        let var = property_cache.get_node_property(id).expect(format!("Node {:?} is not found.", id).as_str());
-        let result_cow = expression.get_value(var)?;
-        let result = result_cow.as_ref();
-
-        match result.as_bool() {
-            Some(x) => Ok(x),
-            None => Err(PropertyError::BooleanExpressionError),
-        }
-    }
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use crate::generic::IdType;
+use crate::property::filter::{EdgeCache, Expression, NodeCache, PropertyResult};
+use crate::property::{PropertyCache, PropertyError, PropertyGraph};
+
+pub fn filter_node<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>(
+    id: Id,
+    property_cache: &mut PropertyCache<Id, PG, NC, EC>,
+    expression: &dyn Expression,
+) -> bool {
+    if property_cache.is_disabled() || property_cache.is_node_disabled() {
+        true
+    } else {
+        let result = get_node_filter_result(id, property_cache, expression);
+        if result.is_err() {
+            debug!("node {:?} has error {:?}", id, result.err().unwrap());
+            false
+        } else {
+            result.unwrap()
+        }
+    }
+}
+
+pub fn get_node_filter_result<
+    Id: IdType,
+    PG: PropertyGraph<Id>,
+    NC: NodeCache<Id>,
+    EC: EdgeCache<Id>,
+>(
+    id: Id,
+    property_cache: &mut PropertyCache<Id, PG, NC, EC>,
+    expression: &dyn Expression,
+) -> PropertyResult<bool> {
+    if expression.is_empty() {
+        Ok(true)
+    } else {
+        let var = property_cache
+            .get_node_property(id)
+            .expect(format!("Node {:?} is not found.", id).as_str());
+        let result_cow = expression.get_value(var)?;
+        let result = result_cow.as_ref();
+
+        match result.as_bool() {
+            Some(x) => Ok(x),
+            None => Err(PropertyError::BooleanExpressionError),
+        }
+    }
+}
diff --git a/src/property/filter/predicate_expression.rs b/src/property/filter/predicate_expression.rs
index 33884559..79b88bca 100644
--- a/src/property/filter/predicate_expression.rs
+++ b/src/property/filter/predicate_expression.rs
@@ -1,93 +1,97 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-use crate::property::filter::expression_operator::*;
-use crate::property::filter::{Expression, PropertyResult};
-use std::borrow::Cow;
-
-use serde_json::Value as JsonValue;
-
-pub struct PredicateExpression {
-    // expression on the LHS of operator
-    left: Box<dyn Expression>,
-    // expression on the RHS of operator
-    right: Box<dyn Expression>,
-    // operator used in predicator
-    operator: PredicateOperator,
-}
-
-impl PredicateExpression {
-    pub fn new(left: Box<dyn Expression>, right: Box<dyn Expression>, operator: PredicateOperator) -> Self {
-        PredicateExpression {
-            left,
-            right,
-            operator,
-        }
-    }
-}
-
-impl Expression for PredicateExpression {
-    // Return the resulting value of expression.
-    // Firstly get the values of expressions on both sides.
-    // Then calculate the result based on operator.
-    fn get_value<'a>(&'a self, var: &'a JsonValue) -> PropertyResult<Cow<'a, JsonValue>> {
-        // Get values of left and right expressions.
-        let exp1_cow = self.left.get_value(&var)?;
-        let exp2_cow = self.right.get_value(&var)?;
-        let exp1 = exp1_cow.as_ref();
-        let exp2 = exp2_cow.as_ref();
-
-        // Perform operator on left and right values.
-        let result = match self.operator {
-            // Logical
-            PredicateOperator::AND => and(exp1, exp2),
-            PredicateOperator::OR => or(exp1, exp2),
-
-            // Numeric Comparison
-            PredicateOperator::LessThan => less_than(exp1, exp2),
-            PredicateOperator::LessEqual => less_equal(exp1, exp2),
-            PredicateOperator::GreaterThan => greater_than(exp1, exp2),
-            PredicateOperator::GreaterEqual => greater_equal(exp1, exp2),
-            PredicateOperator::Equal => equal(exp1, exp2),
-            PredicateOperator::NotEqual => not_equal(exp1, exp2),
-
-            // String Comparison
-            PredicateOperator::Contains => contains(exp1, exp2),
-            PredicateOperator::StartsWith => starts_with(exp1, exp2),
-            PredicateOperator::EndsWith => ends_with(exp1, exp2),
-            PredicateOperator::Range => range(exp1, exp2),
-
-            // Temporary place holder
-            _ => ends_with(exp1, exp2),
-        }?;
-        Ok(Cow::Owned(result))
-    }
-
-    fn box_clone(&self) -> Box<dyn Expression> {
-        Box::new(PredicateExpression::new(
-            self.left.clone(),
-            self.right.clone(),
-            self.operator.clone(),
-        ))
-    }
-    fn is_empty(&self) -> bool {
-        false
-    }
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+use crate::property::filter::expression_operator::*;
+use crate::property::filter::{Expression, PropertyResult};
+use std::borrow::Cow;
+
+use serde_json::Value as JsonValue;
+
+pub struct PredicateExpression {
+    // expression on the LHS of operator
+    left: Box<dyn Expression>,
+    // expression on the RHS of operator
+    right: Box<dyn Expression>,
+    // operator used in predicator
+    operator: PredicateOperator,
+}
+
+impl PredicateExpression {
+    pub fn new(
+        left: Box<dyn Expression>,
+        right: Box<dyn Expression>,
+        operator: PredicateOperator,
+    ) -> Self {
+        PredicateExpression {
+            left,
+            right,
+            operator,
+        }
+    }
+}
+
+impl Expression for PredicateExpression {
+    // Return the resulting value of expression.
+    // Firstly get the values of expressions on both sides.
+    // Then calculate the result based on operator.
+    fn get_value<'a>(&'a self, var: &'a JsonValue) -> PropertyResult<Cow<'a, JsonValue>> {
+        // Get values of left and right expressions.
+        let exp1_cow = self.left.get_value(&var)?;
+        let exp2_cow = self.right.get_value(&var)?;
+        let exp1 = exp1_cow.as_ref();
+        let exp2 = exp2_cow.as_ref();
+
+        // Perform operator on left and right values.
+        let result = match self.operator {
+            // Logical
+            PredicateOperator::AND => and(exp1, exp2),
+            PredicateOperator::OR => or(exp1, exp2),
+
+            // Numeric Comparison
+            PredicateOperator::LessThan => less_than(exp1, exp2),
+            PredicateOperator::LessEqual => less_equal(exp1, exp2),
+            PredicateOperator::GreaterThan => greater_than(exp1, exp2),
+            PredicateOperator::GreaterEqual => greater_equal(exp1, exp2),
+            PredicateOperator::Equal => equal(exp1, exp2),
+            PredicateOperator::NotEqual => not_equal(exp1, exp2),
+
+            // String Comparison
+            PredicateOperator::Contains => contains(exp1, exp2),
+            PredicateOperator::StartsWith => starts_with(exp1, exp2),
+            PredicateOperator::EndsWith => ends_with(exp1, exp2),
+            PredicateOperator::Range => range(exp1, exp2),
+
+            // Temporary place holder
+            _ => ends_with(exp1, exp2),
+        }?;
+        Ok(Cow::Owned(result))
+    }
+
+    fn box_clone(&self) -> Box<dyn Expression> {
+        Box::new(PredicateExpression::new(
+            self.left.clone(),
+            self.right.clone(),
+            self.operator.clone(),
+        ))
+    }
+    fn is_empty(&self) -> bool {
+        false
+    }
+}
diff --git a/src/property/filter/property_cache.rs b/src/property/filter/property_cache.rs
index f562d45e..bddb5120 100644
--- a/src/property/filter/property_cache.rs
+++ b/src/property/filter/property_cache.rs
@@ -1,243 +1,243 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-use std::marker::PhantomData;
-use std::sync::Arc;
-
-use crate::generic::{DefaultId, IdType};
-use crate::property::filter::{EdgeCache, LruEdgeCache, LruNodeCache, NodeCache, PropertyResult};
-use crate::property::{PropertyError, PropertyGraph, RocksProperty};
-
-use serde_json::json;
-use serde_json::Value as JsonValue;
-use std::marker::{Send, Sync};
-use std::mem::swap;
-
-pub struct PropertyCache<
-    Id: IdType = DefaultId,
-    PG: PropertyGraph<Id> = RocksProperty,
-    NC: NodeCache<Id> = LruNodeCache,
-    EC: EdgeCache<Id> = LruEdgeCache<Id>,
-> {
-    property_graph: Option<Arc<PG>>,
-    node_cache: NC,
-    edge_cache: EC,
-    phantom: PhantomData<Id>,
-    node_disabled: bool,
-    edge_disabled: bool,
-}
-
-unsafe impl Sync for PropertyCache {}
-
-unsafe impl Send for PropertyCache {}
-
-impl<Id: IdType, PG: PropertyGraph<Id>> PropertyCache<Id, PG> {
-    pub fn new(
-        property_graph: Option<Arc<PG>>,
-        capacity: usize,
-        node_disabled: bool,
-        edge_disabled: bool,
-    ) -> Self {
-        PropertyCache {
-            property_graph,
-            node_cache: if node_disabled {
-                LruNodeCache::default()
-            } else {
-                LruNodeCache::new(capacity)
-            },
-            edge_cache: if edge_disabled {
-                LruEdgeCache::default()
-            } else {
-                LruEdgeCache::new(capacity)
-            },
-            phantom: PhantomData,
-            node_disabled,
-            edge_disabled,
-        }
-    }
-
-    pub fn resize(&mut self, capacity: usize) {
-        self.node_cache.resize(capacity);
-        self.edge_cache.resize(capacity);
-    }
-}
-
-impl<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>
-    PropertyCache<Id, PG, NC, EC>
-{
-    pub fn pre_fetch<NI: IntoIterator<Item = Id>, EI: IntoIterator<Item = (Id, Id)>>(
-        &mut self,
-        nodes: NI,
-        edges: EI,
-    ) -> PropertyResult<()> {
-        if self.is_disabled() {
-            panic!("Property Graph Disabled.")
-        }
-        let mut_node_cache = &mut self.node_cache;
-        let mut_edge_cache = &mut self.edge_cache;
-        let property_graph = self.property_graph.clone().unwrap();
-        let node_disabled = self.node_disabled;
-        let edge_disabled = self.edge_disabled;
-
-        if !node_disabled {
-            for node in nodes.into_iter() {
-                let mut value = json!(null);
-                if let Some(result) = property_graph.get_node_property_all(node)? {
-                    value = result;
-                }
-                *mut_node_cache.get_mut(node)? = value;
-            }
-        }
-
-        if !edge_disabled {
-            for edge in edges.into_iter() {
-                let (mut src, mut dst) = edge;
-                let mut value = json!(null);
-                if let Some(result) = property_graph.get_edge_property_all(src, dst)? {
-                    value = result;
-                }
-                if src > dst {
-                    swap(&mut src, &mut dst);
-                }
-                *mut_edge_cache.get_mut(src, dst)? = value;
-            }
-        }
-
-        Ok(())
-    }
-
-    pub fn get_node_property(&mut self, id: Id) -> PropertyResult<&JsonValue> {
-        if self.is_disabled() {
-            panic!("Property Graph Disabled.")
-        }
-        let property_graph = self.property_graph.clone().unwrap();
-        let value = self.node_cache.get_mut(id)?;
-
-        if *value == json!(null) {
-            if let Some(result) = property_graph.get_node_property_all(id)? {
-                *value = result;
-                Ok(value)
-            } else {
-                Err(PropertyError::NodeNotFoundError)
-            }
-        } else {
-            Ok(value)
-        }
-    }
-
-    pub fn get_edge_property(&mut self, mut src: Id, mut dst: Id) -> PropertyResult<&JsonValue> {
-        if self.is_disabled() {
-            panic!("Property Graph Disabled.")
-        }
-        if src > dst {
-            swap(&mut src, &mut dst);
-        }
-
-        let property_graph = self.property_graph.clone().unwrap();
-        let value = self.edge_cache.get_mut(src, dst)?;
-
-        if *value == json!(null) {
-            if let Some(result) = property_graph.get_edge_property_all(src, dst)? {
-                *value = result;
-                Ok(value)
-            } else {
-                Err(PropertyError::EdgeNotFoundError)
-            }
-        } else {
-            Ok(value)
-        }
-    }
-
-    pub fn is_disabled(&self) -> bool {
-        self.property_graph.is_none()
-    }
-
-    pub fn is_node_disabled(&self) -> bool {
-        self.node_disabled
-    }
-
-    pub fn is_edge_disabled(&self) -> bool {
-        self.edge_disabled
-    }
-}
-
-#[cfg(test)]
-mod test {
-    extern crate tempdir;
-
-    use super::*;
-    use crate::property::RocksProperty as DefaultProperty;
-    use serde_json::json;
-    use std::collections::HashMap;
-
-    #[test]
-    fn test_node_edge_property() {
-        let mut node_property = HashMap::new();
-        let mut edge_property = HashMap::new();
-
-        node_property.insert(5u32, json!({"age": 5}));
-        node_property.insert(1, json!({"age": 10}));
-        node_property.insert(2, json!({"age": 15}));
-        edge_property.insert((5u32, 1u32), json!({"length": 7}));
-        edge_property.insert((1, 2), json!({"length": 8}));
-        edge_property.insert((2, 5), json!({"length": 9}));
-
-        let node = tempdir::TempDir::new("node").unwrap();
-        let edge = tempdir::TempDir::new("edge").unwrap();
-
-        let node_path = node.path();
-        let edge_path = edge.path();
-
-        let graph = DefaultProperty::with_data(
-            node_path,
-            edge_path,
-            node_property.clone().into_iter(),
-            edge_property.clone().into_iter(),
-            true,
-        )
-        .unwrap();
-
-        let mut property_cache = PropertyCache::new(Some(Arc::new(graph)), 6, false, false);
-        property_cache
-            .pre_fetch(
-                vec![5u32, 1u32, 2u32].into_iter(),
-                vec![(5u32, 1u32), (1u32, 2u32), (2u32, 5u32)].into_iter(),
-            )
-            .unwrap();
-        for (key, value) in node_property.into_iter() {
-            assert!(property_cache.get_node_property(key).is_ok());
-            assert_eq!(*property_cache.get_node_property(key).unwrap(), value);
-        }
-        for (key, value) in edge_property.into_iter() {
-            assert!(property_cache.get_edge_property(key.0, key.1).is_ok());
-            assert_eq!(
-                *property_cache.get_edge_property(key.0, key.1).unwrap(),
-                value
-            );
-        }
-    }
-
-    #[test]
-    fn test_new_disabled_property_cache() {
-        let property_cache: PropertyCache<u32, DefaultProperty> =
-            PropertyCache::new(None, 10, false, false);
-        assert_eq!(property_cache.is_disabled(), true);
-    }
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+use std::marker::PhantomData;
+use std::sync::Arc;
+
+use crate::generic::{DefaultId, IdType};
+use crate::property::filter::{EdgeCache, LruEdgeCache, LruNodeCache, NodeCache, PropertyResult};
+use crate::property::{PropertyError, PropertyGraph, RocksProperty};
+
+use serde_json::json;
+use serde_json::Value as JsonValue;
+use std::marker::{Send, Sync};
+use std::mem::swap;
+
+pub struct PropertyCache<
+    Id: IdType = DefaultId,
+    PG: PropertyGraph<Id> = RocksProperty,
+    NC: NodeCache<Id> = LruNodeCache,
+    EC: EdgeCache<Id> = LruEdgeCache<Id>,
+> {
+    property_graph: Option<Arc<PG>>,
+    node_cache: NC,
+    edge_cache: EC,
+    phantom: PhantomData<Id>,
+    node_disabled: bool,
+    edge_disabled: bool,
+}
+
+unsafe impl Sync for PropertyCache {}
+
+unsafe impl Send for PropertyCache {}
+
+impl<Id: IdType, PG: PropertyGraph<Id>> PropertyCache<Id, PG> {
+    pub fn new(
+        property_graph: Option<Arc<PG>>,
+        capacity: usize,
+        node_disabled: bool,
+        edge_disabled: bool,
+    ) -> Self {
+        PropertyCache {
+            property_graph,
+            node_cache: if node_disabled {
+                LruNodeCache::default()
+            } else {
+                LruNodeCache::new(capacity)
+            },
+            edge_cache: if edge_disabled {
+                LruEdgeCache::default()
+            } else {
+                LruEdgeCache::new(capacity)
+            },
+            phantom: PhantomData,
+            node_disabled,
+            edge_disabled,
+        }
+    }
+
+    pub fn resize(&mut self, capacity: usize) {
+        self.node_cache.resize(capacity);
+        self.edge_cache.resize(capacity);
+    }
+}
+
+impl<Id: IdType, PG: PropertyGraph<Id>, NC: NodeCache<Id>, EC: EdgeCache<Id>>
+    PropertyCache<Id, PG, NC, EC>
+{
+    pub fn pre_fetch<NI: IntoIterator<Item = Id>, EI: IntoIterator<Item = (Id, Id)>>(
+        &mut self,
+        nodes: NI,
+        edges: EI,
+    ) -> PropertyResult<()> {
+        if self.is_disabled() {
+            panic!("Property Graph Disabled.")
+        }
+        let mut_node_cache = &mut self.node_cache;
+        let mut_edge_cache = &mut self.edge_cache;
+        let property_graph = self.property_graph.clone().unwrap();
+        let node_disabled = self.node_disabled;
+        let edge_disabled = self.edge_disabled;
+
+        if !node_disabled {
+            for node in nodes.into_iter() {
+                let mut value = json!(null);
+                if let Some(result) = property_graph.get_node_property_all(node)? {
+                    value = result;
+                }
+                *mut_node_cache.get_mut(node)? = value;
+            }
+        }
+
+        if !edge_disabled {
+            for edge in edges.into_iter() {
+                let (mut src, mut dst) = edge;
+                let mut value = json!(null);
+                if let Some(result) = property_graph.get_edge_property_all(src, dst)? {
+                    value = result;
+                }
+                if src > dst {
+                    swap(&mut src, &mut dst);
+                }
+                *mut_edge_cache.get_mut(src, dst)? = value;
+            }
+        }
+
+        Ok(())
+    }
+
+    pub fn get_node_property(&mut self, id: Id) -> PropertyResult<&JsonValue> {
+        if self.is_disabled() {
+            panic!("Property Graph Disabled.")
+        }
+        let property_graph = self.property_graph.clone().unwrap();
+        let value = self.node_cache.get_mut(id)?;
+
+        if *value == json!(null) {
+            if let Some(result) = property_graph.get_node_property_all(id)? {
+                *value = result;
+                Ok(value)
+            } else {
+                Err(PropertyError::NodeNotFoundError)
+            }
+        } else {
+            Ok(value)
+        }
+    }
+
+    pub fn get_edge_property(&mut self, mut src: Id, mut dst: Id) -> PropertyResult<&JsonValue> {
+        if self.is_disabled() {
+            panic!("Property Graph Disabled.")
+        }
+        if src > dst {
+            swap(&mut src, &mut dst);
+        }
+
+        let property_graph = self.property_graph.clone().unwrap();
+        let value = self.edge_cache.get_mut(src, dst)?;
+
+        if *value == json!(null) {
+            if let Some(result) = property_graph.get_edge_property_all(src, dst)? {
+                *value = result;
+                Ok(value)
+            } else {
+                Err(PropertyError::EdgeNotFoundError)
+            }
+        } else {
+            Ok(value)
+        }
+    }
+
+    pub fn is_disabled(&self) -> bool {
+        self.property_graph.is_none()
+    }
+
+    pub fn is_node_disabled(&self) -> bool {
+        self.node_disabled
+    }
+
+    pub fn is_edge_disabled(&self) -> bool {
+        self.edge_disabled
+    }
+}
+
+#[cfg(test)]
+mod test {
+    extern crate tempdir;
+
+    use super::*;
+    use crate::property::RocksProperty as DefaultProperty;
+    use serde_json::json;
+    use std::collections::HashMap;
+
+    #[test]
+    fn test_node_edge_property() {
+        let mut node_property = HashMap::new();
+        let mut edge_property = HashMap::new();
+
+        node_property.insert(5u32, json!({"age": 5}));
+        node_property.insert(1, json!({"age": 10}));
+        node_property.insert(2, json!({"age": 15}));
+        edge_property.insert((5u32, 1u32), json!({"length": 7}));
+        edge_property.insert((1, 2), json!({"length": 8}));
+        edge_property.insert((2, 5), json!({"length": 9}));
+
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        let graph = DefaultProperty::with_data(
+            node_path,
+            edge_path,
+            node_property.clone().into_iter(),
+            edge_property.clone().into_iter(),
+            true,
+        )
+        .unwrap();
+
+        let mut property_cache = PropertyCache::new(Some(Arc::new(graph)), 6, false, false);
+        property_cache
+            .pre_fetch(
+                vec![5u32, 1u32, 2u32].into_iter(),
+                vec![(5u32, 1u32), (1u32, 2u32), (2u32, 5u32)].into_iter(),
+            )
+            .unwrap();
+        for (key, value) in node_property.into_iter() {
+            assert!(property_cache.get_node_property(key).is_ok());
+            assert_eq!(*property_cache.get_node_property(key).unwrap(), value);
+        }
+        for (key, value) in edge_property.into_iter() {
+            assert!(property_cache.get_edge_property(key.0, key.1).is_ok());
+            assert_eq!(
+                *property_cache.get_edge_property(key.0, key.1).unwrap(),
+                value
+            );
+        }
+    }
+
+    #[test]
+    fn test_new_disabled_property_cache() {
+        let property_cache: PropertyCache<u32, DefaultProperty> =
+            PropertyCache::new(None, 10, false, false);
+        assert_eq!(property_cache.is_disabled(), true);
+    }
+}
diff --git a/src/property/filter/value_expression.rs b/src/property/filter/value_expression.rs
index ba2c829d..d2f92a3e 100644
--- a/src/property/filter/value_expression.rs
+++ b/src/property/filter/value_expression.rs
@@ -1,83 +1,83 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-use crate::property::filter::{Expression, PropertyResult};
-use crate::property::PropertyError;
-use std::borrow::Cow;
-
-use serde_json::json;
-use serde_json::Value as JsonValue;
-
-pub struct Var {
-    // queried attribute
-    attribute: String,
-}
-
-impl Var {
-    pub fn new(attribute: String) -> Self {
-        Var { attribute }
-    }
-}
-
-impl Expression for Var {
-    // Get value of queried attribute of node
-    fn get_value<'a>(&'a self, var: &'a JsonValue) -> PropertyResult<Cow<'a, JsonValue>> {
-        let result_option = var.get(&self.attribute);
-        if let Some(result) = result_option {
-            Ok(Cow::Borrowed(result))
-        } else {
-            Err(PropertyError::JsonObjectFieldError)
-        }
-    }
-
-    fn box_clone(&self) -> Box<dyn Expression> {
-        Box::new(Var::new(self.attribute.clone()))
-    }
-
-    fn is_empty(&self) -> bool {
-        false
-    }
-}
-
-pub struct Const {
-    // value of constant defined in query
-    value: JsonValue,
-}
-
-impl Const {
-    pub fn new(value: JsonValue) -> Self {
-        Const { value }
-    }
-}
-
-impl Expression for Const {
-    // get the value of constant
-    fn get_value<'a>(&'a self, _var: &'a JsonValue) -> PropertyResult<Cow<'a, JsonValue>> {
-        Ok(Cow::Borrowed(&self.value))
-    }
-
-    fn box_clone(&self) -> Box<dyn Expression> {
-        Box::new(Const::new(self.value.clone()))
-    }
-
-    fn is_empty(&self) -> bool {
-        self.value == json!(true)
-    }
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+use crate::property::filter::{Expression, PropertyResult};
+use crate::property::PropertyError;
+use std::borrow::Cow;
+
+use serde_json::json;
+use serde_json::Value as JsonValue;
+
+pub struct Var {
+    // queried attribute
+    attribute: String,
+}
+
+impl Var {
+    pub fn new(attribute: String) -> Self {
+        Var { attribute }
+    }
+}
+
+impl Expression for Var {
+    // Get value of queried attribute of node
+    fn get_value<'a>(&'a self, var: &'a JsonValue) -> PropertyResult<Cow<'a, JsonValue>> {
+        let result_option = var.get(&self.attribute);
+        if let Some(result) = result_option {
+            Ok(Cow::Borrowed(result))
+        } else {
+            Err(PropertyError::JsonObjectFieldError)
+        }
+    }
+
+    fn box_clone(&self) -> Box<dyn Expression> {
+        Box::new(Var::new(self.attribute.clone()))
+    }
+
+    fn is_empty(&self) -> bool {
+        false
+    }
+}
+
+pub struct Const {
+    // value of constant defined in query
+    value: JsonValue,
+}
+
+impl Const {
+    pub fn new(value: JsonValue) -> Self {
+        Const { value }
+    }
+}
+
+impl Expression for Const {
+    // get the value of constant
+    fn get_value<'a>(&'a self, _var: &'a JsonValue) -> PropertyResult<Cow<'a, JsonValue>> {
+        Ok(Cow::Borrowed(&self.value))
+    }
+
+    fn box_clone(&self) -> Box<dyn Expression> {
+        Box::new(Const::new(self.value.clone()))
+    }
+
+    fn is_empty(&self) -> bool {
+        self.value == json!(true)
+    }
+}
diff --git a/src/property/mod.rs b/src/property/mod.rs
index accfc838..c3cb43a4 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -1,168 +1,168 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-pub mod cached_property;
-pub mod fake_property;
-pub mod filter;
-pub mod property_parser;
-pub mod result_parser;
-pub mod rocks_property;
-pub mod tikv_property;
-//pub mod sled_property;
-
-pub use crate::property::cached_property::CachedProperty;
-pub use crate::property::fake_property::FakeProperty;
-pub use crate::property::filter::PropertyCache;
-pub use crate::property::property_parser::parse_property;
-pub use crate::property::property_parser::parse_property_tree;
-pub use crate::property::property_parser::ExpressionCache;
-pub use crate::property::result_parser::{parse_result_blueprint, NodeElement, ResultBlueprint};
-pub use crate::property::rocks_property::RocksProperty;
-//pub use property::sled_property::SledProperty;
-
-use crate::generic::IdType;
-pub use crate::generic::Iter;
-use serde_json::Value as JsonValue;
-
-pub trait PropertyGraph<Id: IdType> {
-    fn get_node_property(
-        &self,
-        id: Id,
-        names: Vec<String>,
-    ) -> Result<Option<JsonValue>, PropertyError>;
-    fn get_edge_property(
-        &self,
-        src: Id,
-        dst: Id,
-        names: Vec<String>,
-    ) -> Result<Option<JsonValue>, PropertyError>;
-    fn get_node_property_all(&self, id: Id) -> Result<Option<JsonValue>, PropertyError>;
-    fn get_edge_property_all(&self, src: Id, dst: Id) -> Result<Option<JsonValue>, PropertyError>;
-
-    fn insert_node_property(
-        &mut self,
-        id: Id,
-        prop: JsonValue,
-    ) -> Result<Option<JsonValue>, PropertyError>;
-    fn insert_edge_property(
-        &mut self,
-        src: Id,
-        dst: Id,
-        prop: JsonValue,
-    ) -> Result<Option<JsonValue>, PropertyError>;
-
-    fn extend_node_property<I: IntoIterator<Item = (Id, JsonValue)>>(
-        &mut self,
-        props: I,
-    ) -> Result<(), PropertyError>;
-    fn extend_edge_property<I: IntoIterator<Item = ((Id, Id), JsonValue)>>(
-        &mut self,
-        props: I,
-    ) -> Result<(), PropertyError>;
-
-    fn insert_node_raw(
-        &mut self,
-        id: Id,
-        prop: Vec<u8>,
-    ) -> Result<Option<JsonValue>, PropertyError>;
-    fn insert_edge_raw(
-        &mut self,
-        src: Id,
-        dst: Id,
-        prop: Vec<u8>,
-    ) -> Result<Option<JsonValue>, PropertyError>;
-
-    fn extend_node_raw<I: IntoIterator<Item = (Id, Vec<u8>)>>(
-        &mut self,
-        props: I,
-    ) -> Result<(), PropertyError>;
-    fn extend_edge_raw<I: IntoIterator<Item = ((Id, Id), Vec<u8>)>>(
-        &mut self,
-        props: I,
-    ) -> Result<(), PropertyError>;
-
-    fn scan_node_property_all(&self) -> Iter<Result<(Id, JsonValue), PropertyError>>;
-
-    fn scan_edge_property_all(&self) -> Iter<Result<((Id, Id), JsonValue), PropertyError>>;
-}
-
-#[derive(Debug)]
-pub enum PropertyError {
-    //    SledError(sled::Error<()>),
-    ModifyReadOnlyError,
-    RocksError(rocksdb::Error),
-    TiKVError(tikv_client::Error),
-    BincodeError(std::boxed::Box<bincode::ErrorKind>),
-    JsonError(serde_json::Error),
-    CborError(serde_cbor::error::Error),
-    DBNotFoundError,
-    LruZeroCapacity,
-
-    JsonObjectFieldError,
-    BooleanExpressionError,
-    StringExpressionError,
-    NumberExpressionError,
-    EdgeNotFoundError,
-    NodeNotFoundError,
-    UnknownError,
-    CrossComparisonError,
-}
-
-//impl From<sled::Error<()>> for PropertyError {
-//    fn from(error: sled::Error<()>) -> Self {
-//        PropertyError::SledError(error)
-//    }
-//}
-
-impl From<rocksdb::Error> for PropertyError {
-    fn from(error: rocksdb::Error) -> Self {
-        PropertyError::RocksError(error)
-    }
-}
-
-impl From<std::boxed::Box<bincode::ErrorKind>> for PropertyError {
-    fn from(error: std::boxed::Box<bincode::ErrorKind>) -> Self {
-        PropertyError::BincodeError(error)
-    }
-}
-
-impl From<serde_json::Error> for PropertyError {
-    fn from(error: serde_json::Error) -> Self {
-        PropertyError::JsonError(error)
-    }
-}
-
-impl From<serde_cbor::error::Error> for PropertyError {
-    fn from(error: serde_cbor::error::Error) -> Self {
-        PropertyError::CborError(error)
-    }
-}
-
-impl From<tikv_client::Error> for PropertyError {
-    fn from(error: tikv_client::Error) -> Self {
-        PropertyError::TiKVError(error)
-    }
-}
-
-impl From<()> for PropertyError {
-    fn from(_error: ()) -> Self {
-        PropertyError::UnknownError
-    }
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+pub mod cached_property;
+pub mod fake_property;
+pub mod filter;
+pub mod property_parser;
+pub mod result_parser;
+pub mod rocks_property;
+pub mod tikv_property;
+//pub mod sled_property;
+
+pub use crate::property::cached_property::CachedProperty;
+pub use crate::property::fake_property::FakeProperty;
+pub use crate::property::filter::PropertyCache;
+pub use crate::property::property_parser::parse_property;
+pub use crate::property::property_parser::parse_property_tree;
+pub use crate::property::property_parser::ExpressionCache;
+pub use crate::property::result_parser::{parse_result_blueprint, NodeElement, ResultBlueprint};
+pub use crate::property::rocks_property::RocksProperty;
+//pub use property::sled_property::SledProperty;
+
+use crate::generic::IdType;
+pub use crate::generic::Iter;
+use serde_json::Value as JsonValue;
+
+pub trait PropertyGraph<Id: IdType> {
+    fn get_node_property(
+        &self,
+        id: Id,
+        names: Vec<String>,
+    ) -> Result<Option<JsonValue>, PropertyError>;
+    fn get_edge_property(
+        &self,
+        src: Id,
+        dst: Id,
+        names: Vec<String>,
+    ) -> Result<Option<JsonValue>, PropertyError>;
+    fn get_node_property_all(&self, id: Id) -> Result<Option<JsonValue>, PropertyError>;
+    fn get_edge_property_all(&self, src: Id, dst: Id) -> Result<Option<JsonValue>, PropertyError>;
+
+    fn insert_node_property(
+        &mut self,
+        id: Id,
+        prop: JsonValue,
+    ) -> Result<Option<JsonValue>, PropertyError>;
+    fn insert_edge_property(
+        &mut self,
+        src: Id,
+        dst: Id,
+        prop: JsonValue,
+    ) -> Result<Option<JsonValue>, PropertyError>;
+
+    fn extend_node_property<I: IntoIterator<Item = (Id, JsonValue)>>(
+        &mut self,
+        props: I,
+    ) -> Result<(), PropertyError>;
+    fn extend_edge_property<I: IntoIterator<Item = ((Id, Id), JsonValue)>>(
+        &mut self,
+        props: I,
+    ) -> Result<(), PropertyError>;
+
+    fn insert_node_raw(
+        &mut self,
+        id: Id,
+        prop: Vec<u8>,
+    ) -> Result<Option<JsonValue>, PropertyError>;
+    fn insert_edge_raw(
+        &mut self,
+        src: Id,
+        dst: Id,
+        prop: Vec<u8>,
+    ) -> Result<Option<JsonValue>, PropertyError>;
+
+    fn extend_node_raw<I: IntoIterator<Item = (Id, Vec<u8>)>>(
+        &mut self,
+        props: I,
+    ) -> Result<(), PropertyError>;
+    fn extend_edge_raw<I: IntoIterator<Item = ((Id, Id), Vec<u8>)>>(
+        &mut self,
+        props: I,
+    ) -> Result<(), PropertyError>;
+
+    fn scan_node_property_all(&self) -> Iter<Result<(Id, JsonValue), PropertyError>>;
+
+    fn scan_edge_property_all(&self) -> Iter<Result<((Id, Id), JsonValue), PropertyError>>;
+}
+
+#[derive(Debug)]
+pub enum PropertyError {
+    //    SledError(sled::Error<()>),
+    ModifyReadOnlyError,
+    RocksError(rocksdb::Error),
+    TiKVError(tikv_client::Error),
+    BincodeError(std::boxed::Box<bincode::ErrorKind>),
+    JsonError(serde_json::Error),
+    CborError(serde_cbor::error::Error),
+    DBNotFoundError,
+    LruZeroCapacity,
+
+    JsonObjectFieldError,
+    BooleanExpressionError,
+    StringExpressionError,
+    NumberExpressionError,
+    EdgeNotFoundError,
+    NodeNotFoundError,
+    UnknownError,
+    CrossComparisonError,
+}
+
+//impl From<sled::Error<()>> for PropertyError {
+//    fn from(error: sled::Error<()>) -> Self {
+//        PropertyError::SledError(error)
+//    }
+//}
+
+impl From<rocksdb::Error> for PropertyError {
+    fn from(error: rocksdb::Error) -> Self {
+        PropertyError::RocksError(error)
+    }
+}
+
+impl From<std::boxed::Box<bincode::ErrorKind>> for PropertyError {
+    fn from(error: std::boxed::Box<bincode::ErrorKind>) -> Self {
+        PropertyError::BincodeError(error)
+    }
+}
+
+impl From<serde_json::Error> for PropertyError {
+    fn from(error: serde_json::Error) -> Self {
+        PropertyError::JsonError(error)
+    }
+}
+
+impl From<serde_cbor::error::Error> for PropertyError {
+    fn from(error: serde_cbor::error::Error) -> Self {
+        PropertyError::CborError(error)
+    }
+}
+
+impl From<tikv_client::Error> for PropertyError {
+    fn from(error: tikv_client::Error) -> Self {
+        PropertyError::TiKVError(error)
+    }
+}
+
+impl From<()> for PropertyError {
+    fn from(_error: ()) -> Self {
+        PropertyError::UnknownError
+    }
+}
diff --git a/src/property/property_parser.rs b/src/property/property_parser.rs
index 6606951a..90e80343 100644
--- a/src/property/property_parser.rs
+++ b/src/property/property_parser.rs
@@ -1,352 +1,352 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-
-use crate::property::filter::{
-    empty_expression, ArithmeticExpression, ArithmeticOperator, Const, Expression,
-    PredicateExpression, PredicateOperator, PropertyResult, Var,
-};
-use crate::property::PropertyError;
-use regex::Regex;
-use serde_json::json;
-use serde_json::Value as JsonValue;
-use std::collections::{HashMap, HashSet};
-use std::marker::{Send, Sync};
-
-#[derive(Clone)]
-pub struct ExpressionCache {
-    node_expressions: HashMap<usize, Box<dyn Expression>>,
-    edge_expressions: HashMap<(usize, usize), Box<dyn Expression>>,
-}
-
-impl ExpressionCache {
-    pub fn new(
-        node_expressions: HashMap<usize, Box<dyn Expression>>,
-        edge_expressions: HashMap<(usize, usize), Box<dyn Expression>>,
-    ) -> Self {
-        ExpressionCache {
-            node_expressions,
-            edge_expressions,
-        }
-    }
-
-    pub fn get_node_exp(&self, id: usize) -> Option<Box<dyn Expression>> {
-        if self.node_expressions.contains_key(&id) {
-            Some(self.node_expressions[&id].box_clone())
-        } else {
-            Some(empty_expression())
-        }
-    }
-
-    pub fn get_edge_exp(&self, src: usize, dst: usize) -> Option<Box<dyn Expression>> {
-        if self.edge_expressions.contains_key(&(src, dst)) {
-            Some(self.edge_expressions[&(src, dst)].box_clone())
-        } else {
-            debug!("Edge {:?} not found. No filter provided.", (src, dst));
-            Some(empty_expression())
-        }
-    }
-
-    pub fn is_disabled(&self) -> bool {
-        self.node_expressions.is_empty() && self.edge_expressions.is_empty()
-    }
-}
-
-unsafe impl Sync for ExpressionCache {}
-unsafe impl Send for ExpressionCache {}
-
-pub fn parse_property_tree(_cypher_tree: Vec<String>) -> ExpressionCache {
-    // edge_id = (src_id + 1) * count("node pattern") + (dst_id)
-    if _cypher_tree.is_empty() {
-        panic!("The given cypher tree is empty");
-    }
-    let mut cypher_tree: Vec<String> = vec![];
-    for line in &_cypher_tree {
-        if line.contains("> > RETURN") {
-            break;
-        }
-        cypher_tree.push(line.clone());
-    }
-
-    let all_property = parse_property(cypher_tree.iter().map(|s| &**s).collect());
-    let directed = is_directed(cypher_tree.iter().map(|s| &**s).collect());
-
-    let mut node_property = HashMap::new();
-    let mut edge_property = HashMap::new();
-    if !all_property.is_empty() {
-        let mut node_count = 0usize;
-        for line in cypher_tree {
-            if line.contains("node pattern") {
-                node_count += 1;
-            }
-        }
-
-        for key in all_property.keys() {
-            let id: usize = key.parse::<usize>().unwrap();
-            if id < node_count {
-                node_property.insert(id, all_property[key].clone());
-            } else {
-                let dst = id % node_count;
-                let src = (id - dst) / node_count - 1;
-                if directed || src < dst {
-                    edge_property.insert((src, dst), all_property[key].clone());
-                } else {
-                    edge_property.insert((dst, src), all_property[key].clone());
-                }
-            }
-        }
-    }
-
-    trace!("Node keys: {:?}", node_property.keys());
-    trace!("Edge keys: {:?}", edge_property.keys());
-
-    ExpressionCache::new(node_property, edge_property)
-}
-
-fn is_directed(cypher_tree: Vec<&str>) -> bool {
-    for i in cypher_tree.clone() {
-        if i.contains("->") || i.contains("<-") {
-            return true;
-        }
-    }
-    false
-}
-
-pub fn parse_property(cypher_tree: Vec<&str>) -> HashMap<String, Box<dyn Expression>> {
-    let mut root: usize = cypher_tree.len();
-    let mut count: usize = 0;
-    let mut result = HashMap::new();
-    let mut found = false;
-
-    for i in cypher_tree.clone() {
-        if i.contains("> binary operator") || i.contains("> comparison") {
-            root = count;
-            found = true;
-            break;
-        }
-        count += 1;
-    }
-
-    let var_list = get_all_vars(&cypher_tree);
-
-    let mut candidate_vars = HashSet::new();
-
-    for i in root..cypher_tree.len() - 1 {
-        let line: &str = cypher_tree[i];
-        if line.contains("identifier") {
-            let re = Regex::new(r"> identifier\s+`(?P<var_name>\w+)`").unwrap();
-            if let Some(caps) = re.captures(line) {
-                let var_name = &caps["var_name"];
-                candidate_vars.insert(var_name.to_string());
-            }
-        }
-    }
-
-    if !candidate_vars.is_empty() {
-        info!("Candidate vars: {:?}", candidate_vars);
-        for var in var_list {
-            if found && candidate_vars.contains(&var) {
-                let expression = match recursive_parser(&cypher_tree, root, var.as_str()) {
-                    Ok(exp) => exp,
-                    _ => empty_expression(),
-                };
-                result.insert(var.clone(), expression);
-            } else {
-                result.insert(var.clone(), empty_expression());
-            }
-        }
-    }
-
-    result
-}
-
-fn get_all_vars(cypher_tree: &[&str]) -> Vec<String> {
-    let mut result: Vec<String> = Vec::new();
-
-    for line in cypher_tree {
-        let re = Regex::new(r"> identifier\s+`(?P<var_name>\w+)`").unwrap();
-        if let Some(caps) = re.captures(line) {
-            let var_name = &caps["var_name"];
-            if result.contains(&var_name.to_owned()) {
-                continue;
-            }
-            result.push(var_name.to_owned());
-        }
-    }
-
-    result
-}
-
-pub fn recursive_parser(
-    cypher_tree: &[&str],
-    index: usize,
-    var: &str,
-) -> PropertyResult<Box<dyn Expression>> {
-    if let Some(result) = match_val(cypher_tree, index, var)? {
-        return Ok(result);
-    } else if let Some(result) = match_var(cypher_tree, index, var)? {
-        return Ok(result);
-    } else if let Some(result) = match_operator(cypher_tree, index, var)? {
-        return Ok(result);
-    } else {
-        panic!("Invalid cypher tree: {:?}", cypher_tree[index]);
-    }
-}
-
-fn match_operator(
-    cypher_tree: &[&str],
-    index: usize,
-    var: &str,
-) -> PropertyResult<Option<Box<dyn Expression>>> {
-    let syntax: &str = cypher_tree[index];
-    let re =
-        Regex::new(r">.+\s+@(?P<left_index>\w+) (?P<operator>\S+) @(?P<right_index>\w+)").unwrap();
-    if let Some(caps) = re.captures(syntax) {
-        let left_index: usize = caps["left_index"].parse::<usize>().unwrap();
-        let right_index: usize = caps["right_index"].parse::<usize>().unwrap();
-        let operator_name = &caps["operator"];
-
-        if vec!["AND", "OR", "<", "<=", ">", ">=", "=", "<>", "CONTAINS"].contains(&operator_name) {
-            let operator = match &caps["operator"] {
-                "AND" => PredicateOperator::AND,
-                "OR" => PredicateOperator::OR,
-                "<" => PredicateOperator::LessThan,
-                ">" => PredicateOperator::GreaterThan,
-                "<=" => PredicateOperator::LessEqual,
-                ">=" => PredicateOperator::GreaterEqual,
-                "=" => PredicateOperator::Equal,
-                "<>" => PredicateOperator::NotEqual,
-                "CONTAINS" => PredicateOperator::Contains,
-                _ => panic!("Unknown predicate operator"),
-            };
-            let left = recursive_parser(cypher_tree, left_index, var);
-            let right = recursive_parser(cypher_tree, right_index, var);
-            if left.is_err() || right.is_err() {
-                Ok(Some(empty_expression()))
-            } else {
-                Ok(Some(Box::new(PredicateExpression::new(
-                    left.unwrap(),
-                    right.unwrap(),
-                    operator,
-                ))))
-            }
-        } else {
-            let operator = match &caps["operator"] {
-                "+" => ArithmeticOperator::Add,
-                "-" => ArithmeticOperator::Subtract,
-                "*" => ArithmeticOperator::Multiply,
-                "/" => ArithmeticOperator::Divide,
-                "%" => ArithmeticOperator::Modulo,
-                "^" => ArithmeticOperator::Power,
-                _ => panic!("Unknown predicate operator"),
-            };
-            let left = recursive_parser(cypher_tree, left_index, var);
-            let right = recursive_parser(cypher_tree, right_index, var);
-            if left.is_err() || right.is_err() {
-                Err(PropertyError::CrossComparisonError)
-            } else {
-                Ok(Some(Box::new(ArithmeticExpression::new(
-                    left.unwrap(),
-                    right.unwrap(),
-                    operator,
-                ))))
-            }
-        }
-    } else {
-        Ok(None)
-    }
-}
-
-fn match_val(
-    cypher_tree: &[&str],
-    index: usize,
-    _var: &str,
-) -> PropertyResult<Option<Box<dyn Expression>>> {
-    let syntax: &str = cypher_tree[index];
-    let re = Regex::new(r"> (?P<type_name>\w+)\W+?(?P<value>[\w.]+)").unwrap();
-    if let Some(caps) = re.captures(syntax) {
-        let type_name = &caps["type_name"];
-        let value = &caps["value"];
-
-        if type_name == "integer" {
-            Ok(Some(Box::new(Const::new(json!(value
-                .parse::<i32>()
-                .unwrap())))))
-        } else if type_name == "float" {
-            Ok(Some(Box::new(Const::new(json!(value
-                .parse::<f64>()
-                .unwrap())))))
-        } else if type_name == "string" {
-            Ok(Some(Box::new(Const::new(JsonValue::String(
-                value.to_string(),
-            )))))
-        } else {
-            Ok(None)
-        }
-    } else {
-        Ok(None)
-    }
-}
-
-fn match_var(
-    cypher_tree: &[&str],
-    index: usize,
-    var: &str,
-) -> PropertyResult<Option<Box<dyn Expression>>> {
-    let syntax: &str = cypher_tree[index];
-    let re = Regex::new(r"> property\s+@(?P<var_index>\w+)\.@(?P<attribute_index>\w+)").unwrap();
-    if let Some(caps) = re.captures(syntax) {
-        let name = get_var_name(cypher_tree, index);
-        if name != var.to_string() {
-            return Err(PropertyError::CrossComparisonError);
-        }
-
-        let attribute_index: usize = caps["attribute_index"].parse::<usize>().unwrap();
-        let attribute_line = cypher_tree[attribute_index];
-        let re = Regex::new(r"> prop name\s+`(?P<attribute_name>\w+)`").unwrap();
-
-        if let Some(caps) = re.captures(attribute_line) {
-            let attribute_name = &caps["attribute_name"];
-            Ok(Some(Box::new(Var::new(attribute_name.to_string()))))
-        } else {
-            Ok(None)
-        }
-    } else {
-        Ok(None)
-    }
-}
-
-fn get_var_name(cypher_tree: &[&str], index: usize) -> String {
-    let syntax: &str = cypher_tree[index];
-    let re = Regex::new(r"> property\s+@(?P<var_index>\w+)\.@(?P<attribute_index>\w+)").unwrap();
-    if let Some(caps) = re.captures(syntax) {
-        let var_index: usize = caps["var_index"].parse::<usize>().unwrap();
-        let var_line = cypher_tree[var_index];
-        let re = Regex::new(r"> identifier\s+`(?P<var_name>\w+)`").unwrap();
-        if let Some(caps) = re.captures(var_line) {
-            let var_name = &caps["var_name"];
-            var_name.to_owned()
-        } else {
-            "".to_owned()
-        }
-    } else {
-        "".to_owned()
-    }
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use crate::property::filter::{
+    empty_expression, ArithmeticExpression, ArithmeticOperator, Const, Expression,
+    PredicateExpression, PredicateOperator, PropertyResult, Var,
+};
+use crate::property::PropertyError;
+use regex::Regex;
+use serde_json::json;
+use serde_json::Value as JsonValue;
+use std::collections::{HashMap, HashSet};
+use std::marker::{Send, Sync};
+
+#[derive(Clone)]
+pub struct ExpressionCache {
+    node_expressions: HashMap<usize, Box<dyn Expression>>,
+    edge_expressions: HashMap<(usize, usize), Box<dyn Expression>>,
+}
+
+impl ExpressionCache {
+    pub fn new(
+        node_expressions: HashMap<usize, Box<dyn Expression>>,
+        edge_expressions: HashMap<(usize, usize), Box<dyn Expression>>,
+    ) -> Self {
+        ExpressionCache {
+            node_expressions,
+            edge_expressions,
+        }
+    }
+
+    pub fn get_node_exp(&self, id: usize) -> Option<Box<dyn Expression>> {
+        if self.node_expressions.contains_key(&id) {
+            Some(self.node_expressions[&id].box_clone())
+        } else {
+            Some(empty_expression())
+        }
+    }
+
+    pub fn get_edge_exp(&self, src: usize, dst: usize) -> Option<Box<dyn Expression>> {
+        if self.edge_expressions.contains_key(&(src, dst)) {
+            Some(self.edge_expressions[&(src, dst)].box_clone())
+        } else {
+            debug!("Edge {:?} not found. No filter provided.", (src, dst));
+            Some(empty_expression())
+        }
+    }
+
+    pub fn is_disabled(&self) -> bool {
+        self.node_expressions.is_empty() && self.edge_expressions.is_empty()
+    }
+}
+
+unsafe impl Sync for ExpressionCache {}
+unsafe impl Send for ExpressionCache {}
+
+pub fn parse_property_tree(_cypher_tree: Vec<String>) -> ExpressionCache {
+    // edge_id = (src_id + 1) * count("node pattern") + (dst_id)
+    if _cypher_tree.is_empty() {
+        panic!("The given cypher tree is empty");
+    }
+    let mut cypher_tree: Vec<String> = vec![];
+    for line in &_cypher_tree {
+        if line.contains("> > RETURN") {
+            break;
+        }
+        cypher_tree.push(line.clone());
+    }
+
+    let all_property = parse_property(cypher_tree.iter().map(|s| &**s).collect());
+    let directed = is_directed(cypher_tree.iter().map(|s| &**s).collect());
+
+    let mut node_property = HashMap::new();
+    let mut edge_property = HashMap::new();
+    if !all_property.is_empty() {
+        let mut node_count = 0usize;
+        for line in cypher_tree {
+            if line.contains("node pattern") {
+                node_count += 1;
+            }
+        }
+
+        for key in all_property.keys() {
+            let id: usize = key.parse::<usize>().unwrap();
+            if id < node_count {
+                node_property.insert(id, all_property[key].clone());
+            } else {
+                let dst = id % node_count;
+                let src = (id - dst) / node_count - 1;
+                if directed || src < dst {
+                    edge_property.insert((src, dst), all_property[key].clone());
+                } else {
+                    edge_property.insert((dst, src), all_property[key].clone());
+                }
+            }
+        }
+    }
+
+    trace!("Node keys: {:?}", node_property.keys());
+    trace!("Edge keys: {:?}", edge_property.keys());
+
+    ExpressionCache::new(node_property, edge_property)
+}
+
+fn is_directed(cypher_tree: Vec<&str>) -> bool {
+    for i in cypher_tree.clone() {
+        if i.contains("->") || i.contains("<-") {
+            return true;
+        }
+    }
+    false
+}
+
+pub fn parse_property(cypher_tree: Vec<&str>) -> HashMap<String, Box<dyn Expression>> {
+    let mut root: usize = cypher_tree.len();
+    let mut count: usize = 0;
+    let mut result = HashMap::new();
+    let mut found = false;
+
+    for i in cypher_tree.clone() {
+        if i.contains("> binary operator") || i.contains("> comparison") {
+            root = count;
+            found = true;
+            break;
+        }
+        count += 1;
+    }
+
+    let var_list = get_all_vars(&cypher_tree);
+
+    let mut candidate_vars = HashSet::new();
+
+    for i in root..cypher_tree.len() - 1 {
+        let line: &str = cypher_tree[i];
+        if line.contains("identifier") {
+            let re = Regex::new(r"> identifier\s+`(?P<var_name>\w+)`").unwrap();
+            if let Some(caps) = re.captures(line) {
+                let var_name = &caps["var_name"];
+                candidate_vars.insert(var_name.to_string());
+            }
+        }
+    }
+
+    if !candidate_vars.is_empty() {
+        info!("Candidate vars: {:?}", candidate_vars);
+        for var in var_list {
+            if found && candidate_vars.contains(&var) {
+                let expression = match recursive_parser(&cypher_tree, root, var.as_str()) {
+                    Ok(exp) => exp,
+                    _ => empty_expression(),
+                };
+                result.insert(var.clone(), expression);
+            } else {
+                result.insert(var.clone(), empty_expression());
+            }
+        }
+    }
+
+    result
+}
+
+fn get_all_vars(cypher_tree: &[&str]) -> Vec<String> {
+    let mut result: Vec<String> = Vec::new();
+
+    for line in cypher_tree {
+        let re = Regex::new(r"> identifier\s+`(?P<var_name>\w+)`").unwrap();
+        if let Some(caps) = re.captures(line) {
+            let var_name = &caps["var_name"];
+            if result.contains(&var_name.to_owned()) {
+                continue;
+            }
+            result.push(var_name.to_owned());
+        }
+    }
+
+    result
+}
+
+pub fn recursive_parser(
+    cypher_tree: &[&str],
+    index: usize,
+    var: &str,
+) -> PropertyResult<Box<dyn Expression>> {
+    if let Some(result) = match_val(cypher_tree, index, var)? {
+        return Ok(result);
+    } else if let Some(result) = match_var(cypher_tree, index, var)? {
+        return Ok(result);
+    } else if let Some(result) = match_operator(cypher_tree, index, var)? {
+        return Ok(result);
+    } else {
+        panic!("Invalid cypher tree: {:?}", cypher_tree[index]);
+    }
+}
+
+fn match_operator(
+    cypher_tree: &[&str],
+    index: usize,
+    var: &str,
+) -> PropertyResult<Option<Box<dyn Expression>>> {
+    let syntax: &str = cypher_tree[index];
+    let re =
+        Regex::new(r">.+\s+@(?P<left_index>\w+) (?P<operator>\S+) @(?P<right_index>\w+)").unwrap();
+    if let Some(caps) = re.captures(syntax) {
+        let left_index: usize = caps["left_index"].parse::<usize>().unwrap();
+        let right_index: usize = caps["right_index"].parse::<usize>().unwrap();
+        let operator_name = &caps["operator"];
+
+        if vec!["AND", "OR", "<", "<=", ">", ">=", "=", "<>", "CONTAINS"].contains(&operator_name) {
+            let operator = match &caps["operator"] {
+                "AND" => PredicateOperator::AND,
+                "OR" => PredicateOperator::OR,
+                "<" => PredicateOperator::LessThan,
+                ">" => PredicateOperator::GreaterThan,
+                "<=" => PredicateOperator::LessEqual,
+                ">=" => PredicateOperator::GreaterEqual,
+                "=" => PredicateOperator::Equal,
+                "<>" => PredicateOperator::NotEqual,
+                "CONTAINS" => PredicateOperator::Contains,
+                _ => panic!("Unknown predicate operator"),
+            };
+            let left = recursive_parser(cypher_tree, left_index, var);
+            let right = recursive_parser(cypher_tree, right_index, var);
+            if left.is_err() || right.is_err() {
+                Ok(Some(empty_expression()))
+            } else {
+                Ok(Some(Box::new(PredicateExpression::new(
+                    left.unwrap(),
+                    right.unwrap(),
+                    operator,
+                ))))
+            }
+        } else {
+            let operator = match &caps["operator"] {
+                "+" => ArithmeticOperator::Add,
+                "-" => ArithmeticOperator::Subtract,
+                "*" => ArithmeticOperator::Multiply,
+                "/" => ArithmeticOperator::Divide,
+                "%" => ArithmeticOperator::Modulo,
+                "^" => ArithmeticOperator::Power,
+                _ => panic!("Unknown predicate operator"),
+            };
+            let left = recursive_parser(cypher_tree, left_index, var);
+            let right = recursive_parser(cypher_tree, right_index, var);
+            if left.is_err() || right.is_err() {
+                Err(PropertyError::CrossComparisonError)
+            } else {
+                Ok(Some(Box::new(ArithmeticExpression::new(
+                    left.unwrap(),
+                    right.unwrap(),
+                    operator,
+                ))))
+            }
+        }
+    } else {
+        Ok(None)
+    }
+}
+
+fn match_val(
+    cypher_tree: &[&str],
+    index: usize,
+    _var: &str,
+) -> PropertyResult<Option<Box<dyn Expression>>> {
+    let syntax: &str = cypher_tree[index];
+    let re = Regex::new(r"> (?P<type_name>\w+)\W+?(?P<value>[\w.]+)").unwrap();
+    if let Some(caps) = re.captures(syntax) {
+        let type_name = &caps["type_name"];
+        let value = &caps["value"];
+
+        if type_name == "integer" {
+            Ok(Some(Box::new(Const::new(json!(value
+                .parse::<i32>()
+                .unwrap())))))
+        } else if type_name == "float" {
+            Ok(Some(Box::new(Const::new(json!(value
+                .parse::<f64>()
+                .unwrap())))))
+        } else if type_name == "string" {
+            Ok(Some(Box::new(Const::new(JsonValue::String(
+                value.to_string(),
+            )))))
+        } else {
+            Ok(None)
+        }
+    } else {
+        Ok(None)
+    }
+}
+
+fn match_var(
+    cypher_tree: &[&str],
+    index: usize,
+    var: &str,
+) -> PropertyResult<Option<Box<dyn Expression>>> {
+    let syntax: &str = cypher_tree[index];
+    let re = Regex::new(r"> property\s+@(?P<var_index>\w+)\.@(?P<attribute_index>\w+)").unwrap();
+    if let Some(caps) = re.captures(syntax) {
+        let name = get_var_name(cypher_tree, index);
+        if name != var.to_string() {
+            return Err(PropertyError::CrossComparisonError);
+        }
+
+        let attribute_index: usize = caps["attribute_index"].parse::<usize>().unwrap();
+        let attribute_line = cypher_tree[attribute_index];
+        let re = Regex::new(r"> prop name\s+`(?P<attribute_name>\w+)`").unwrap();
+
+        if let Some(caps) = re.captures(attribute_line) {
+            let attribute_name = &caps["attribute_name"];
+            Ok(Some(Box::new(Var::new(attribute_name.to_string()))))
+        } else {
+            Ok(None)
+        }
+    } else {
+        Ok(None)
+    }
+}
+
+fn get_var_name(cypher_tree: &[&str], index: usize) -> String {
+    let syntax: &str = cypher_tree[index];
+    let re = Regex::new(r"> property\s+@(?P<var_index>\w+)\.@(?P<attribute_index>\w+)").unwrap();
+    if let Some(caps) = re.captures(syntax) {
+        let var_index: usize = caps["var_index"].parse::<usize>().unwrap();
+        let var_line = cypher_tree[var_index];
+        let re = Regex::new(r"> identifier\s+`(?P<var_name>\w+)`").unwrap();
+        if let Some(caps) = re.captures(var_line) {
+            let var_name = &caps["var_name"];
+            var_name.to_owned()
+        } else {
+            "".to_owned()
+        }
+    } else {
+        "".to_owned()
+    }
+}
diff --git a/src/property/result_parser.rs b/src/property/result_parser.rs
index b8d13921..f6c22508 100644
--- a/src/property/result_parser.rs
+++ b/src/property/result_parser.rs
@@ -1,122 +1,122 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-
-use crate::property::filter::{Expression, Var};
-use crate::property::property_parser::recursive_parser;
-use regex::Regex;
-use std::marker::{Send, Sync};
-
-#[derive(Clone)]
-pub enum NodeElement {
-    Star(usize),
-    Exp(usize, Box<dyn Expression>),
-    Count(usize),
-}
-
-unsafe impl Send for NodeElement {}
-
-unsafe impl Sync for NodeElement {}
-
-pub struct ResultBlueprint {
-    node_elements: Vec<NodeElement>,
-}
-
-impl Default for ResultBlueprint {
-    fn default() -> Self {
-        ResultBlueprint {
-            node_elements: vec![
-                NodeElement::Exp(0, Box::new(Var::new("name".to_owned()))),
-                NodeElement::Exp(1, Box::new(Var::new("genre".to_owned()))),
-                NodeElement::Star(2),
-            ],
-        }
-    }
-}
-
-impl ResultBlueprint {
-    pub fn new() -> Self {
-        ResultBlueprint {
-            node_elements: vec![],
-        }
-    }
-
-    pub fn get_node_elements(&self) -> &Vec<NodeElement> {
-        &self.node_elements
-    }
-
-    pub fn add_node_element(&mut self, node_element: NodeElement) {
-        self.node_elements.push(node_element);
-    }
-}
-
-unsafe impl Sync for ResultBlueprint {}
-
-unsafe impl Send for ResultBlueprint {}
-
-pub fn parse_result_blueprint(cypher_tree: Vec<String>) -> ResultBlueprint {
-    let mut result_blueprint = ResultBlueprint::new();
-    let cypher_tree: Vec<&str> = cypher_tree.iter().map(|s| &**s).collect();
-
-    for i in 0..cypher_tree.len() - 1 {
-        let line: &str = cypher_tree[i];
-        if line.contains("> > projection") {
-            let re = Regex::new(r"> projection\s+expression=@(?P<result_line>\w+)").unwrap();
-            if let Some(caps) = re.captures(line) {
-                let index: usize = caps["result_line"].parse::<usize>().unwrap();
-                let var_string = collect_var(&cypher_tree, index);
-                let current_var = var_string
-                    .parse::<usize>()
-                    .expect("Cypher tree contains non-integer as node id");
-
-                if cypher_tree[index].contains("> property") {
-                    result_blueprint.add_node_element(NodeElement::Exp(
-                        current_var,
-                        recursive_parser(&cypher_tree, index, &var_string)
-                            .expect("Unable to parse result expression"),
-                    ));
-                } else if cypher_tree[index].contains("> apply") {
-                    result_blueprint.add_node_element(NodeElement::Count(current_var));
-                } else {
-                    result_blueprint.add_node_element(NodeElement::Star(current_var));
-                }
-            }
-        }
-    }
-
-    result_blueprint
-}
-
-fn collect_var(cypher_tree: &[&str], index: usize) -> String {
-    let mut i = index;
-    while i < cypher_tree.len() {
-        let line: &str = cypher_tree[i];
-
-        if line.contains("> > identifier") {
-            let re = Regex::new(r"> identifier\s+`(?P<var_name>\d+)`").unwrap();
-            if let Some(caps) = re.captures(line) {
-                let var_name = &caps["var_name"];
-                return var_name.to_owned();
-            }
-        }
-        i += 1;
-    }
-    panic!("Cannot find valid identifier");
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use crate::property::filter::{Expression, Var};
+use crate::property::property_parser::recursive_parser;
+use regex::Regex;
+use std::marker::{Send, Sync};
+
+#[derive(Clone)]
+pub enum NodeElement {
+    Star(usize),
+    Exp(usize, Box<dyn Expression>),
+    Count(usize),
+}
+
+unsafe impl Send for NodeElement {}
+
+unsafe impl Sync for NodeElement {}
+
+pub struct ResultBlueprint {
+    node_elements: Vec<NodeElement>,
+}
+
+impl Default for ResultBlueprint {
+    fn default() -> Self {
+        ResultBlueprint {
+            node_elements: vec![
+                NodeElement::Exp(0, Box::new(Var::new("name".to_owned()))),
+                NodeElement::Exp(1, Box::new(Var::new("genre".to_owned()))),
+                NodeElement::Star(2),
+            ],
+        }
+    }
+}
+
+impl ResultBlueprint {
+    pub fn new() -> Self {
+        ResultBlueprint {
+            node_elements: vec![],
+        }
+    }
+
+    pub fn get_node_elements(&self) -> &Vec<NodeElement> {
+        &self.node_elements
+    }
+
+    pub fn add_node_element(&mut self, node_element: NodeElement) {
+        self.node_elements.push(node_element);
+    }
+}
+
+unsafe impl Sync for ResultBlueprint {}
+
+unsafe impl Send for ResultBlueprint {}
+
+pub fn parse_result_blueprint(cypher_tree: Vec<String>) -> ResultBlueprint {
+    let mut result_blueprint = ResultBlueprint::new();
+    let cypher_tree: Vec<&str> = cypher_tree.iter().map(|s| &**s).collect();
+
+    for i in 0..cypher_tree.len() - 1 {
+        let line: &str = cypher_tree[i];
+        if line.contains("> > projection") {
+            let re = Regex::new(r"> projection\s+expression=@(?P<result_line>\w+)").unwrap();
+            if let Some(caps) = re.captures(line) {
+                let index: usize = caps["result_line"].parse::<usize>().unwrap();
+                let var_string = collect_var(&cypher_tree, index);
+                let current_var = var_string
+                    .parse::<usize>()
+                    .expect("Cypher tree contains non-integer as node id");
+
+                if cypher_tree[index].contains("> property") {
+                    result_blueprint.add_node_element(NodeElement::Exp(
+                        current_var,
+                        recursive_parser(&cypher_tree, index, &var_string)
+                            .expect("Unable to parse result expression"),
+                    ));
+                } else if cypher_tree[index].contains("> apply") {
+                    result_blueprint.add_node_element(NodeElement::Count(current_var));
+                } else {
+                    result_blueprint.add_node_element(NodeElement::Star(current_var));
+                }
+            }
+        }
+    }
+
+    result_blueprint
+}
+
+fn collect_var(cypher_tree: &[&str], index: usize) -> String {
+    let mut i = index;
+    while i < cypher_tree.len() {
+        let line: &str = cypher_tree[i];
+
+        if line.contains("> > identifier") {
+            let re = Regex::new(r"> identifier\s+`(?P<var_name>\d+)`").unwrap();
+            if let Some(caps) = re.captures(line) {
+                let var_name = &caps["var_name"];
+                return var_name.to_owned();
+            }
+        }
+        i += 1;
+    }
+    panic!("Cannot find valid identifier");
+}
diff --git a/src/property/rocks_property.rs b/src/property/rocks_property.rs
index d7f697cf..1e8a4425 100644
--- a/src/property/rocks_property.rs
+++ b/src/property/rocks_property.rs
@@ -1,672 +1,672 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-
-use std::collections::BTreeMap;
-use std::mem::swap;
-use std::path::Path;
-
-use bincode;
-use rocksdb::DB as Tree;
-use rocksdb::{IteratorMode, Options, WriteBatch};
-use serde::de::DeserializeOwned;
-use serde::Serialize;
-use serde_cbor::{from_slice, to_vec};
-use serde_json::to_value;
-use serde_json::Value as JsonValue;
-
-use crate::generic::{IdType, Iter};
-use crate::property::{PropertyError, PropertyGraph};
-
-pub struct RocksProperty {
-    node_property: Tree,
-    edge_property: Tree,
-    is_directed: bool,
-    read_only: bool,
-}
-
-impl RocksProperty {
-    pub fn new<P: AsRef<Path>>(
-        node_path: P,
-        edge_path: P,
-        is_directed: bool,
-    ) -> Result<Self, PropertyError> {
-        Tree::destroy(&Options::default(), &node_path)?;
-        Tree::destroy(&Options::default(), &edge_path)?;
-
-        let mut opts = Options::default();
-        opts.create_if_missing(true);
-
-        let node_tree = Tree::open(&opts, node_path)?;
-        let edge_tree = Tree::open(&opts, edge_path)?;
-
-        Ok(RocksProperty {
-            node_property: node_tree,
-            edge_property: edge_tree,
-            is_directed,
-            read_only: false,
-        })
-    }
-
-    pub fn open<P: AsRef<Path>>(
-        node_path: P,
-        edge_path: P,
-        is_directed: bool,
-        read_only: bool,
-    ) -> Result<Self, PropertyError> {
-        if !(node_path.as_ref().exists() || edge_path.as_ref().exists()) {
-            Err(PropertyError::DBNotFoundError)
-        } else {
-            let opts = Options::default();
-            //            opts.set_allow_os_buffer(false);
-            //            let mut block = BlockBasedOptions::default();
-            //            block.disable_cache();
-            //            opts.set_block_based_table_factory(&block);
-
-            let node_tree = Tree::open(&opts, node_path)?;
-            let edge_tree = Tree::open(&opts, edge_path)?;
-
-            Ok(RocksProperty {
-                node_property: node_tree,
-                edge_property: edge_tree,
-                is_directed,
-                read_only,
-            })
-        }
-    }
-
-    pub fn with_data<Id: IdType + Serialize + DeserializeOwned, N, E, P: AsRef<Path>>(
-        node_path: P,
-        edge_path: P,
-        node_property: N,
-        edge_property: E,
-        is_directed: bool,
-    ) -> Result<Self, PropertyError>
-    where
-        N: Iterator<Item = (Id, JsonValue)>,
-        E: Iterator<Item = ((Id, Id), JsonValue)>,
-    {
-        let mut prop = Self::new(node_path, edge_path, is_directed)?;
-        prop.extend_node_property(node_property)?;
-        prop.extend_edge_property(edge_property)?;
-
-        Ok(prop)
-    }
-
-    pub fn flush(&self) -> Result<(), PropertyError> {
-        if self.read_only {
-            panic!("Trying to modify a read-only db.");
-        }
-
-        self.node_property.flush()?;
-        self.edge_property.flush()?;
-
-        Ok(())
-    }
-
-    #[inline(always)]
-    pub fn is_directed(&self) -> bool {
-        self.is_directed
-    }
-
-    #[inline(always)]
-    fn swap_edge<Id: IdType>(&self, a: &mut Id, b: &mut Id) {
-        if !self.is_directed && a > b {
-            swap(a, b)
-        }
-    }
-}
-
-impl<Id: IdType + Serialize + DeserializeOwned> PropertyGraph<Id> for RocksProperty {
-    #[inline]
-    fn get_node_property(
-        &self,
-        id: Id,
-        names: Vec<String>,
-    ) -> Result<Option<JsonValue>, PropertyError> {
-        let id_bytes = bincode::serialize(&id)?;
-        let _value = self.node_property.get(&id_bytes)?;
-        match _value {
-            Some(value_bytes) => {
-                let value_parsed: JsonValue = from_slice(&value_bytes)?;
-                let mut result = BTreeMap::<String, JsonValue>::new();
-                for name in names {
-                    if value_parsed.get(&name).is_some() {
-                        result.insert(name.clone(), value_parsed[&name].clone());
-                    }
-                }
-                Ok(Some(to_value(result)?))
-            }
-            None => Ok(None),
-        }
-    }
-
-    #[inline]
-    fn get_edge_property(
-        &self,
-        mut src: Id,
-        mut dst: Id,
-        names: Vec<String>,
-    ) -> Result<Option<JsonValue>, PropertyError> {
-        if !self.is_directed {
-            self.swap_edge(&mut src, &mut dst);
-        }
-
-        let id_bytes = bincode::serialize(&(src, dst))?;
-        let _value = self.edge_property.get(&id_bytes)?;
-        match _value {
-            Some(value_bytes) => {
-                let value_parsed: JsonValue = from_slice(&value_bytes)?;
-                let mut result = BTreeMap::<String, JsonValue>::new();
-                for name in names {
-                    if value_parsed.get(&name).is_some() {
-                        result.insert(name.clone(), value_parsed[&name].clone());
-                    }
-                }
-                Ok(Some(to_value(result)?))
-            }
-            None => Ok(None),
-        }
-    }
-
-    #[inline]
-    fn get_node_property_all(&self, id: Id) -> Result<Option<JsonValue>, PropertyError> {
-        let id_bytes = bincode::serialize(&id)?;
-        let _value = self.node_property.get(&id_bytes)?;
-        match _value {
-            Some(value_bytes) => {
-                let value_parsed: JsonValue = from_slice(&value_bytes)?;
-                Ok(Some(value_parsed.clone()))
-            }
-            None => Ok(None),
-        }
-    }
-
-    #[inline]
-    fn get_edge_property_all(
-        &self,
-        mut src: Id,
-        mut dst: Id,
-    ) -> Result<Option<JsonValue>, PropertyError> {
-        if !self.is_directed {
-            self.swap_edge(&mut src, &mut dst);
-        }
-
-        let id_bytes = bincode::serialize(&(src, dst))?;
-        let _value = self.edge_property.get(&id_bytes)?;
-        match _value {
-            Some(value_bytes) => {
-                let value_parsed: JsonValue = from_slice(&value_bytes)?;
-                Ok(Some(value_parsed.clone()))
-            }
-            None => Ok(None),
-        }
-    }
-
-    fn insert_node_property(
-        &mut self,
-        id: Id,
-        prop: JsonValue,
-    ) -> Result<Option<JsonValue>, PropertyError> {
-        let names_bytes = to_vec(&prop)?;
-        self.insert_node_raw(id, names_bytes)
-    }
-
-    fn insert_edge_property(
-        &mut self,
-        src: Id,
-        dst: Id,
-        prop: JsonValue,
-    ) -> Result<Option<JsonValue>, PropertyError> {
-        let names_bytes = to_vec(&prop)?;
-        self.insert_edge_raw(src, dst, names_bytes)
-    }
-
-    fn extend_node_property<I: IntoIterator<Item = (Id, JsonValue)>>(
-        &mut self,
-        props: I,
-    ) -> Result<(), PropertyError> {
-        let props = props.into_iter().map(|x| (x.0, to_vec(&x.1).unwrap()));
-        self.extend_node_raw(props)
-    }
-
-    fn extend_edge_property<I: IntoIterator<Item = ((Id, Id), JsonValue)>>(
-        &mut self,
-        props: I,
-    ) -> Result<(), PropertyError> {
-        let props = props.into_iter().map(|x| (x.0, to_vec(&x.1).unwrap()));
-        self.extend_edge_raw(props)
-    }
-
-    fn insert_node_raw(
-        &mut self,
-        id: Id,
-        prop: Vec<u8>,
-    ) -> Result<Option<JsonValue>, PropertyError> {
-        if self.read_only {
-            return Err(PropertyError::ModifyReadOnlyError);
-        }
-
-        let id_bytes = bincode::serialize(&id)?;
-        let value = self.get_node_property_all(id)?;
-        self.node_property.put(id_bytes, prop)?;
-        self.node_property.flush()?;
-        Ok(value)
-    }
-
-    fn insert_edge_raw(
-        &mut self,
-        mut src: Id,
-        mut dst: Id,
-        prop: Vec<u8>,
-    ) -> Result<Option<JsonValue>, PropertyError> {
-        if self.read_only {
-            return Err(PropertyError::ModifyReadOnlyError);
-        }
-
-        if !self.is_directed {
-            self.swap_edge(&mut src, &mut dst);
-        }
-
-        let id_bytes = bincode::serialize(&(src, dst))?;
-        let value = self.get_edge_property_all(src, dst)?;
-        self.edge_property.put(id_bytes, prop)?;
-        self.edge_property.flush()?;
-        Ok(value)
-    }
-
-    fn extend_node_raw<I: IntoIterator<Item = (Id, Vec<u8>)>>(
-        &mut self,
-        props: I,
-    ) -> Result<(), PropertyError> {
-        if self.read_only {
-            return Err(PropertyError::ModifyReadOnlyError);
-        }
-
-        let mut batch = WriteBatch::default();
-        for (id, prop) in props {
-            let id_bytes = bincode::serialize(&id)?;
-            batch.put(id_bytes, prop)?;
-        }
-
-        self.node_property.write(batch)?;
-        self.node_property.flush()?;
-        Ok(())
-    }
-
-    fn extend_edge_raw<I: IntoIterator<Item = ((Id, Id), Vec<u8>)>>(
-        &mut self,
-        props: I,
-    ) -> Result<(), PropertyError> {
-        if self.read_only {
-            return Err(PropertyError::ModifyReadOnlyError);
-        }
-
-        let mut batch = WriteBatch::default();
-        for (id, prop) in props {
-            let (mut src, mut dst) = id;
-            if !self.is_directed {
-                self.swap_edge(&mut src, &mut dst);
-            }
-
-            let id_bytes = bincode::serialize(&(src, dst))?;
-            batch.put(id_bytes, prop)?;
-        }
-
-        self.edge_property.write(batch)?;
-        self.edge_property.flush()?;
-        Ok(())
-    }
-
-    fn scan_node_property_all(&self) -> Iter<Result<(Id, JsonValue), PropertyError>> {
-        Iter::new(Box::new(
-            self.node_property
-                .iterator(IteratorMode::Start)
-                .map(|(id_bytes, value_bytes)| {
-                    let id: Id = bincode::deserialize(&id_bytes)?;
-                    let value_parsed: JsonValue = from_slice(&value_bytes)?;
-
-                    Ok((id, value_parsed))
-                }),
-        ))
-    }
-
-    fn scan_edge_property_all(&self) -> Iter<Result<((Id, Id), JsonValue), PropertyError>> {
-        Iter::new(Box::new(
-            self.edge_property
-                .iterator(IteratorMode::Start)
-                .map(|(id_bytes, value_bytes)| {
-                    let id: (Id, Id) = bincode::deserialize(&id_bytes)?;
-                    let value_parsed: JsonValue = from_slice(&value_bytes)?;
-
-                    Ok((id, value_parsed))
-                }),
-        ))
-    }
-}
-
-#[cfg(test)]
-mod test {
-    extern crate tempdir;
-
-    use super::*;
-    use serde_json::json;
-
-    #[test]
-    fn test_insert_raw_node() {
-        let node = tempdir::TempDir::new("node").unwrap();
-        let edge = tempdir::TempDir::new("edge").unwrap();
-
-        let node_path = node.path();
-        let edge_path = edge.path();
-
-        let mut graph = RocksProperty::new(node_path, edge_path, false).unwrap();
-
-        let new_prop = json!({"name":"jack"});
-        let raw_prop = to_vec(&new_prop).unwrap();
-
-        graph.insert_node_raw(0u32, raw_prop).unwrap();
-        let node_property = graph.get_node_property_all(0u32).unwrap();
-
-        assert_eq!(Some(json!({"name":"jack"})), node_property);
-    }
-
-    #[test]
-    fn test_insert_raw_edge() {
-        let node = tempdir::TempDir::new("node").unwrap();
-        let edge = tempdir::TempDir::new("edge").unwrap();
-
-        let node_path = node.path();
-        let edge_path = edge.path();
-
-        let mut graph = RocksProperty::new(node_path, edge_path, false).unwrap();
-
-        let new_prop = json!({"length":"15"});
-        let raw_prop = to_vec(&new_prop).unwrap();
-
-        graph.insert_edge_raw(0u32, 1u32, raw_prop).unwrap();
-        let node_property = graph.get_edge_property_all(0u32, 1u32).unwrap();
-
-        assert_eq!(Some(json!({"length":"15"})), node_property);
-    }
-
-    #[test]
-    fn test_insert_property_node() {
-        let node = tempdir::TempDir::new("node").unwrap();
-        let edge = tempdir::TempDir::new("edge").unwrap();
-
-        let node_path = node.path();
-        let edge_path = edge.path();
-
-        let mut graph = RocksProperty::new(node_path, edge_path, false).unwrap();
-
-        let new_prop = json!({"name":"jack"});
-
-        graph.insert_node_property(0u32, new_prop).unwrap();
-        let node_property = graph.get_node_property_all(0u32).unwrap();
-
-        assert_eq!(Some(json!({"name":"jack"})), node_property);
-    }
-
-    #[test]
-    fn test_insert_property_edge() {
-        let node = tempdir::TempDir::new("node").unwrap();
-        let edge = tempdir::TempDir::new("edge").unwrap();
-
-        let node_path = node.path();
-        let edge_path = edge.path();
-
-        let mut graph = RocksProperty::new(node_path, edge_path, false).unwrap();
-
-        let new_prop = json!({"length":"15"});
-
-        graph.insert_edge_property(0u32, 1u32, new_prop).unwrap();
-        let node_property = graph.get_edge_property_all(0u32, 1u32).unwrap();
-
-        assert_eq!(Some(json!({"length":"15"})), node_property);
-    }
-
-    #[test]
-    fn test_extend_raw_node() {
-        let node = tempdir::TempDir::new("node").unwrap();
-        let edge = tempdir::TempDir::new("edge").unwrap();
-
-        let node_path = node.path();
-        let edge_path = edge.path();
-
-        let mut graph = RocksProperty::new(node_path, edge_path, false).unwrap();
-
-        let new_prop = json!({"name":"jack"});
-        let raw_prop = to_vec(&new_prop).unwrap();
-        let raw_properties = vec![(0u32, raw_prop)].into_iter();
-        graph.extend_node_raw(raw_properties).unwrap();
-
-        let node_property = graph.get_node_property_all(0u32).unwrap();
-
-        assert_eq!(Some(json!({"name":"jack"})), node_property);
-    }
-
-    #[test]
-    fn test_extend_raw_edge() {
-        let node = tempdir::TempDir::new("node").unwrap();
-        let edge = tempdir::TempDir::new("edge").unwrap();
-
-        let node_path = node.path();
-        let edge_path = edge.path();
-
-        let mut graph = RocksProperty::new(node_path, edge_path, false).unwrap();
-
-        let new_prop = json!({"length":"15"});
-        let raw_prop = to_vec(&new_prop).unwrap();
-        let raw_properties = vec![((0u32, 1u32), raw_prop)].into_iter();
-        graph.extend_edge_raw(raw_properties).unwrap();
-        let edge_property = graph.get_edge_property_all(0u32, 1u32).unwrap();
-
-        assert_eq!(Some(json!({"length":"15"})), edge_property);
-    }
-
-    #[test]
-    fn test_extend_property_node() {
-        let node = tempdir::TempDir::new("node").unwrap();
-        let edge = tempdir::TempDir::new("edge").unwrap();
-
-        let node_path = node.path();
-        let edge_path = edge.path();
-
-        let mut graph = RocksProperty::new(node_path, edge_path, false).unwrap();
-
-        let new_prop = json!({"name":"jack"});
-
-        let properties = vec![(0u32, new_prop)].into_iter();
-        graph.extend_node_property(properties).unwrap();
-
-        let node_property = graph.get_node_property_all(0u32).unwrap();
-
-        assert_eq!(Some(json!({"name":"jack"})), node_property);
-    }
-
-    #[test]
-    fn test_extend_property_edge() {
-        let node = tempdir::TempDir::new("node").unwrap();
-        let edge = tempdir::TempDir::new("edge").unwrap();
-
-        let node_path = node.path();
-        let edge_path = edge.path();
-
-        let mut graph = RocksProperty::new(node_path, edge_path, false).unwrap();
-
-        let new_prop = json!({"length":"15"});
-
-        let properties = vec![((0u32, 1u32), new_prop)].into_iter();
-        graph.extend_edge_property(properties).unwrap();
-        let edge_property = graph.get_edge_property_all(0u32, 1u32).unwrap();
-
-        assert_eq!(Some(json!({"length":"15"})), edge_property);
-    }
-
-    #[test]
-    fn test_open_existing_db() {
-        let node = tempdir::TempDir::new("node").unwrap();
-        let edge = tempdir::TempDir::new("edge").unwrap();
-
-        let node_path = node.path();
-        let edge_path = edge.path();
-
-        {
-            let mut graph0 = RocksProperty::new(node_path, edge_path, false).unwrap();
-
-            graph0
-                .insert_node_property(0u32, json!({"name": "jack"}))
-                .unwrap();
-
-            assert_eq!(
-                graph0.get_node_property_all(0u32).unwrap(),
-                Some(json!({"name": "jack"}))
-            );
-        }
-
-        let graph1 = RocksProperty::open(node_path, edge_path, false, false).unwrap();
-        assert_eq!(
-            graph1.get_node_property_all(0u32).unwrap(),
-            Some(json!({"name": "jack"}))
-        );
-    }
-
-    #[test]
-    fn test_open_writable_db() {
-        let node = tempdir::TempDir::new("node").unwrap();
-        let edge = tempdir::TempDir::new("edge").unwrap();
-
-        let node_path = node.path();
-        let edge_path = edge.path();
-
-        {
-            let mut graph0 = RocksProperty::new(node_path, edge_path, false).unwrap();
-
-            graph0
-                .insert_node_property(0u32, json!({"name": "jack"}))
-                .unwrap();
-
-            assert_eq!(
-                graph0.get_node_property_all(0u32).unwrap(),
-                Some(json!({"name": "jack"}))
-            );
-        }
-        let mut graph1 = RocksProperty::open(node_path, edge_path, false, false).unwrap();
-        graph1
-            .insert_node_property(1u32, json!({"name": "tom"}))
-            .unwrap();
-        assert_eq!(
-            graph1.get_node_property_all(1u32).unwrap(),
-            Some(json!({"name": "tom"}))
-        );
-    }
-
-    #[test]
-    fn test_open_readonly_db() {
-        let node = tempdir::TempDir::new("node").unwrap();
-        let edge = tempdir::TempDir::new("edge").unwrap();
-
-        let node_path = node.path();
-        let edge_path = edge.path();
-
-        {
-            let mut graph0 = RocksProperty::new(node_path, edge_path, false).unwrap();
-
-            graph0
-                .insert_node_property(0u32, json!({"name": "jack"}))
-                .unwrap();
-
-            assert_eq!(
-                graph0.get_node_property_all(0u32).unwrap(),
-                Some(json!({"name": "jack"}))
-            );
-        }
-
-        let mut graph1 = RocksProperty::open(node_path, edge_path, false, true).unwrap();
-        assert_eq!(
-            graph1.get_node_property_all(0u32).unwrap(),
-            Some(json!({"name": "jack"}))
-        );
-
-        let err = graph1
-            .insert_node_property(1u32, json!({"name": "tom"}))
-            .is_err();
-        assert_eq!(err, true);
-    }
-
-    #[test]
-    fn test_scan_node_property() {
-        let node = tempdir::TempDir::new("node").unwrap();
-        let edge = tempdir::TempDir::new("edge").unwrap();
-
-        let node_path = node.path();
-        let edge_path = edge.path();
-
-        let mut graph0 = RocksProperty::new(node_path, edge_path, false).unwrap();
-
-        graph0
-            .insert_node_property(0u32, json!({"name": "jack"}))
-            .unwrap();
-
-        graph0
-            .insert_node_property(1u32, json!({"name": "tom"}))
-            .unwrap();
-
-        let mut iter = graph0.scan_node_property_all();
-        assert_eq!(
-            (0u32, json!({"name": "jack"})),
-            iter.next().unwrap().unwrap()
-        );
-        assert_eq!(
-            (1u32, json!({"name": "tom"})),
-            iter.next().unwrap().unwrap()
-        );
-    }
-
-    #[test]
-    fn test_scan_edge_property() {
-        let node = tempdir::TempDir::new("node").unwrap();
-        let edge = tempdir::TempDir::new("edge").unwrap();
-
-        let node_path = node.path();
-        let edge_path = edge.path();
-
-        let mut graph0 = RocksProperty::new(node_path, edge_path, false).unwrap();
-
-        graph0
-            .insert_edge_property(0u32, 1u32, json!({"length": "5"}))
-            .unwrap();
-
-        graph0
-            .insert_edge_property(1u32, 2u32, json!({"length": "10"}))
-            .unwrap();
-
-        let mut iter = graph0.scan_edge_property_all();
-        assert_eq!(
-            ((0u32, 1u32), json!({"length": "5"})),
-            iter.next().unwrap().unwrap()
-        );
-        assert_eq!(
-            ((1u32, 2u32), json!({"length": "10"})),
-            iter.next().unwrap().unwrap()
-        );
-    }
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use std::collections::BTreeMap;
+use std::mem::swap;
+use std::path::Path;
+
+use bincode;
+use rocksdb::DB as Tree;
+use rocksdb::{IteratorMode, Options, WriteBatch};
+use serde::de::DeserializeOwned;
+use serde::Serialize;
+use serde_cbor::{from_slice, to_vec};
+use serde_json::to_value;
+use serde_json::Value as JsonValue;
+
+use crate::generic::{IdType, Iter};
+use crate::property::{PropertyError, PropertyGraph};
+
+pub struct RocksProperty {
+    node_property: Tree,
+    edge_property: Tree,
+    is_directed: bool,
+    read_only: bool,
+}
+
+impl RocksProperty {
+    pub fn new<P: AsRef<Path>>(
+        node_path: P,
+        edge_path: P,
+        is_directed: bool,
+    ) -> Result<Self, PropertyError> {
+        Tree::destroy(&Options::default(), &node_path)?;
+        Tree::destroy(&Options::default(), &edge_path)?;
+
+        let mut opts = Options::default();
+        opts.create_if_missing(true);
+
+        let node_tree = Tree::open(&opts, node_path)?;
+        let edge_tree = Tree::open(&opts, edge_path)?;
+
+        Ok(RocksProperty {
+            node_property: node_tree,
+            edge_property: edge_tree,
+            is_directed,
+            read_only: false,
+        })
+    }
+
+    pub fn open<P: AsRef<Path>>(
+        node_path: P,
+        edge_path: P,
+        is_directed: bool,
+        read_only: bool,
+    ) -> Result<Self, PropertyError> {
+        if !(node_path.as_ref().exists() || edge_path.as_ref().exists()) {
+            Err(PropertyError::DBNotFoundError)
+        } else {
+            let opts = Options::default();
+            //            opts.set_allow_os_buffer(false);
+            //            let mut block = BlockBasedOptions::default();
+            //            block.disable_cache();
+            //            opts.set_block_based_table_factory(&block);
+
+            let node_tree = Tree::open(&opts, node_path)?;
+            let edge_tree = Tree::open(&opts, edge_path)?;
+
+            Ok(RocksProperty {
+                node_property: node_tree,
+                edge_property: edge_tree,
+                is_directed,
+                read_only,
+            })
+        }
+    }
+
+    pub fn with_data<Id: IdType + Serialize + DeserializeOwned, N, E, P: AsRef<Path>>(
+        node_path: P,
+        edge_path: P,
+        node_property: N,
+        edge_property: E,
+        is_directed: bool,
+    ) -> Result<Self, PropertyError>
+    where
+        N: Iterator<Item = (Id, JsonValue)>,
+        E: Iterator<Item = ((Id, Id), JsonValue)>,
+    {
+        let mut prop = Self::new(node_path, edge_path, is_directed)?;
+        prop.extend_node_property(node_property)?;
+        prop.extend_edge_property(edge_property)?;
+
+        Ok(prop)
+    }
+
+    pub fn flush(&self) -> Result<(), PropertyError> {
+        if self.read_only {
+            panic!("Trying to modify a read-only db.");
+        }
+
+        self.node_property.flush()?;
+        self.edge_property.flush()?;
+
+        Ok(())
+    }
+
+    #[inline(always)]
+    pub fn is_directed(&self) -> bool {
+        self.is_directed
+    }
+
+    #[inline(always)]
+    fn swap_edge<Id: IdType>(&self, a: &mut Id, b: &mut Id) {
+        if !self.is_directed && a > b {
+            swap(a, b)
+        }
+    }
+}
+
+impl<Id: IdType + Serialize + DeserializeOwned> PropertyGraph<Id> for RocksProperty {
+    #[inline]
+    fn get_node_property(
+        &self,
+        id: Id,
+        names: Vec<String>,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        let id_bytes = bincode::serialize(&id)?;
+        let _value = self.node_property.get(&id_bytes)?;
+        match _value {
+            Some(value_bytes) => {
+                let value_parsed: JsonValue = from_slice(&value_bytes)?;
+                let mut result = BTreeMap::<String, JsonValue>::new();
+                for name in names {
+                    if value_parsed.get(&name).is_some() {
+                        result.insert(name.clone(), value_parsed[&name].clone());
+                    }
+                }
+                Ok(Some(to_value(result)?))
+            }
+            None => Ok(None),
+        }
+    }
+
+    #[inline]
+    fn get_edge_property(
+        &self,
+        mut src: Id,
+        mut dst: Id,
+        names: Vec<String>,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        if !self.is_directed {
+            self.swap_edge(&mut src, &mut dst);
+        }
+
+        let id_bytes = bincode::serialize(&(src, dst))?;
+        let _value = self.edge_property.get(&id_bytes)?;
+        match _value {
+            Some(value_bytes) => {
+                let value_parsed: JsonValue = from_slice(&value_bytes)?;
+                let mut result = BTreeMap::<String, JsonValue>::new();
+                for name in names {
+                    if value_parsed.get(&name).is_some() {
+                        result.insert(name.clone(), value_parsed[&name].clone());
+                    }
+                }
+                Ok(Some(to_value(result)?))
+            }
+            None => Ok(None),
+        }
+    }
+
+    #[inline]
+    fn get_node_property_all(&self, id: Id) -> Result<Option<JsonValue>, PropertyError> {
+        let id_bytes = bincode::serialize(&id)?;
+        let _value = self.node_property.get(&id_bytes)?;
+        match _value {
+            Some(value_bytes) => {
+                let value_parsed: JsonValue = from_slice(&value_bytes)?;
+                Ok(Some(value_parsed.clone()))
+            }
+            None => Ok(None),
+        }
+    }
+
+    #[inline]
+    fn get_edge_property_all(
+        &self,
+        mut src: Id,
+        mut dst: Id,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        if !self.is_directed {
+            self.swap_edge(&mut src, &mut dst);
+        }
+
+        let id_bytes = bincode::serialize(&(src, dst))?;
+        let _value = self.edge_property.get(&id_bytes)?;
+        match _value {
+            Some(value_bytes) => {
+                let value_parsed: JsonValue = from_slice(&value_bytes)?;
+                Ok(Some(value_parsed.clone()))
+            }
+            None => Ok(None),
+        }
+    }
+
+    fn insert_node_property(
+        &mut self,
+        id: Id,
+        prop: JsonValue,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        let names_bytes = to_vec(&prop)?;
+        self.insert_node_raw(id, names_bytes)
+    }
+
+    fn insert_edge_property(
+        &mut self,
+        src: Id,
+        dst: Id,
+        prop: JsonValue,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        let names_bytes = to_vec(&prop)?;
+        self.insert_edge_raw(src, dst, names_bytes)
+    }
+
+    fn extend_node_property<I: IntoIterator<Item = (Id, JsonValue)>>(
+        &mut self,
+        props: I,
+    ) -> Result<(), PropertyError> {
+        let props = props.into_iter().map(|x| (x.0, to_vec(&x.1).unwrap()));
+        self.extend_node_raw(props)
+    }
+
+    fn extend_edge_property<I: IntoIterator<Item = ((Id, Id), JsonValue)>>(
+        &mut self,
+        props: I,
+    ) -> Result<(), PropertyError> {
+        let props = props.into_iter().map(|x| (x.0, to_vec(&x.1).unwrap()));
+        self.extend_edge_raw(props)
+    }
+
+    fn insert_node_raw(
+        &mut self,
+        id: Id,
+        prop: Vec<u8>,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        if self.read_only {
+            return Err(PropertyError::ModifyReadOnlyError);
+        }
+
+        let id_bytes = bincode::serialize(&id)?;
+        let value = self.get_node_property_all(id)?;
+        self.node_property.put(id_bytes, prop)?;
+        self.node_property.flush()?;
+        Ok(value)
+    }
+
+    fn insert_edge_raw(
+        &mut self,
+        mut src: Id,
+        mut dst: Id,
+        prop: Vec<u8>,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        if self.read_only {
+            return Err(PropertyError::ModifyReadOnlyError);
+        }
+
+        if !self.is_directed {
+            self.swap_edge(&mut src, &mut dst);
+        }
+
+        let id_bytes = bincode::serialize(&(src, dst))?;
+        let value = self.get_edge_property_all(src, dst)?;
+        self.edge_property.put(id_bytes, prop)?;
+        self.edge_property.flush()?;
+        Ok(value)
+    }
+
+    fn extend_node_raw<I: IntoIterator<Item = (Id, Vec<u8>)>>(
+        &mut self,
+        props: I,
+    ) -> Result<(), PropertyError> {
+        if self.read_only {
+            return Err(PropertyError::ModifyReadOnlyError);
+        }
+
+        let mut batch = WriteBatch::default();
+        for (id, prop) in props {
+            let id_bytes = bincode::serialize(&id)?;
+            batch.put(id_bytes, prop)?;
+        }
+
+        self.node_property.write(batch)?;
+        self.node_property.flush()?;
+        Ok(())
+    }
+
+    fn extend_edge_raw<I: IntoIterator<Item = ((Id, Id), Vec<u8>)>>(
+        &mut self,
+        props: I,
+    ) -> Result<(), PropertyError> {
+        if self.read_only {
+            return Err(PropertyError::ModifyReadOnlyError);
+        }
+
+        let mut batch = WriteBatch::default();
+        for (id, prop) in props {
+            let (mut src, mut dst) = id;
+            if !self.is_directed {
+                self.swap_edge(&mut src, &mut dst);
+            }
+
+            let id_bytes = bincode::serialize(&(src, dst))?;
+            batch.put(id_bytes, prop)?;
+        }
+
+        self.edge_property.write(batch)?;
+        self.edge_property.flush()?;
+        Ok(())
+    }
+
+    fn scan_node_property_all(&self) -> Iter<Result<(Id, JsonValue), PropertyError>> {
+        Iter::new(Box::new(
+            self.node_property
+                .iterator(IteratorMode::Start)
+                .map(|(id_bytes, value_bytes)| {
+                    let id: Id = bincode::deserialize(&id_bytes)?;
+                    let value_parsed: JsonValue = from_slice(&value_bytes)?;
+
+                    Ok((id, value_parsed))
+                }),
+        ))
+    }
+
+    fn scan_edge_property_all(&self) -> Iter<Result<((Id, Id), JsonValue), PropertyError>> {
+        Iter::new(Box::new(
+            self.edge_property
+                .iterator(IteratorMode::Start)
+                .map(|(id_bytes, value_bytes)| {
+                    let id: (Id, Id) = bincode::deserialize(&id_bytes)?;
+                    let value_parsed: JsonValue = from_slice(&value_bytes)?;
+
+                    Ok((id, value_parsed))
+                }),
+        ))
+    }
+}
+
+#[cfg(test)]
+mod test {
+    extern crate tempdir;
+
+    use super::*;
+    use serde_json::json;
+
+    #[test]
+    fn test_insert_raw_node() {
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        let mut graph = RocksProperty::new(node_path, edge_path, false).unwrap();
+
+        let new_prop = json!({"name":"jack"});
+        let raw_prop = to_vec(&new_prop).unwrap();
+
+        graph.insert_node_raw(0u32, raw_prop).unwrap();
+        let node_property = graph.get_node_property_all(0u32).unwrap();
+
+        assert_eq!(Some(json!({"name":"jack"})), node_property);
+    }
+
+    #[test]
+    fn test_insert_raw_edge() {
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        let mut graph = RocksProperty::new(node_path, edge_path, false).unwrap();
+
+        let new_prop = json!({"length":"15"});
+        let raw_prop = to_vec(&new_prop).unwrap();
+
+        graph.insert_edge_raw(0u32, 1u32, raw_prop).unwrap();
+        let node_property = graph.get_edge_property_all(0u32, 1u32).unwrap();
+
+        assert_eq!(Some(json!({"length":"15"})), node_property);
+    }
+
+    #[test]
+    fn test_insert_property_node() {
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        let mut graph = RocksProperty::new(node_path, edge_path, false).unwrap();
+
+        let new_prop = json!({"name":"jack"});
+
+        graph.insert_node_property(0u32, new_prop).unwrap();
+        let node_property = graph.get_node_property_all(0u32).unwrap();
+
+        assert_eq!(Some(json!({"name":"jack"})), node_property);
+    }
+
+    #[test]
+    fn test_insert_property_edge() {
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        let mut graph = RocksProperty::new(node_path, edge_path, false).unwrap();
+
+        let new_prop = json!({"length":"15"});
+
+        graph.insert_edge_property(0u32, 1u32, new_prop).unwrap();
+        let node_property = graph.get_edge_property_all(0u32, 1u32).unwrap();
+
+        assert_eq!(Some(json!({"length":"15"})), node_property);
+    }
+
+    #[test]
+    fn test_extend_raw_node() {
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        let mut graph = RocksProperty::new(node_path, edge_path, false).unwrap();
+
+        let new_prop = json!({"name":"jack"});
+        let raw_prop = to_vec(&new_prop).unwrap();
+        let raw_properties = vec![(0u32, raw_prop)].into_iter();
+        graph.extend_node_raw(raw_properties).unwrap();
+
+        let node_property = graph.get_node_property_all(0u32).unwrap();
+
+        assert_eq!(Some(json!({"name":"jack"})), node_property);
+    }
+
+    #[test]
+    fn test_extend_raw_edge() {
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        let mut graph = RocksProperty::new(node_path, edge_path, false).unwrap();
+
+        let new_prop = json!({"length":"15"});
+        let raw_prop = to_vec(&new_prop).unwrap();
+        let raw_properties = vec![((0u32, 1u32), raw_prop)].into_iter();
+        graph.extend_edge_raw(raw_properties).unwrap();
+        let edge_property = graph.get_edge_property_all(0u32, 1u32).unwrap();
+
+        assert_eq!(Some(json!({"length":"15"})), edge_property);
+    }
+
+    #[test]
+    fn test_extend_property_node() {
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        let mut graph = RocksProperty::new(node_path, edge_path, false).unwrap();
+
+        let new_prop = json!({"name":"jack"});
+
+        let properties = vec![(0u32, new_prop)].into_iter();
+        graph.extend_node_property(properties).unwrap();
+
+        let node_property = graph.get_node_property_all(0u32).unwrap();
+
+        assert_eq!(Some(json!({"name":"jack"})), node_property);
+    }
+
+    #[test]
+    fn test_extend_property_edge() {
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        let mut graph = RocksProperty::new(node_path, edge_path, false).unwrap();
+
+        let new_prop = json!({"length":"15"});
+
+        let properties = vec![((0u32, 1u32), new_prop)].into_iter();
+        graph.extend_edge_property(properties).unwrap();
+        let edge_property = graph.get_edge_property_all(0u32, 1u32).unwrap();
+
+        assert_eq!(Some(json!({"length":"15"})), edge_property);
+    }
+
+    #[test]
+    fn test_open_existing_db() {
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        {
+            let mut graph0 = RocksProperty::new(node_path, edge_path, false).unwrap();
+
+            graph0
+                .insert_node_property(0u32, json!({"name": "jack"}))
+                .unwrap();
+
+            assert_eq!(
+                graph0.get_node_property_all(0u32).unwrap(),
+                Some(json!({"name": "jack"}))
+            );
+        }
+
+        let graph1 = RocksProperty::open(node_path, edge_path, false, false).unwrap();
+        assert_eq!(
+            graph1.get_node_property_all(0u32).unwrap(),
+            Some(json!({"name": "jack"}))
+        );
+    }
+
+    #[test]
+    fn test_open_writable_db() {
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        {
+            let mut graph0 = RocksProperty::new(node_path, edge_path, false).unwrap();
+
+            graph0
+                .insert_node_property(0u32, json!({"name": "jack"}))
+                .unwrap();
+
+            assert_eq!(
+                graph0.get_node_property_all(0u32).unwrap(),
+                Some(json!({"name": "jack"}))
+            );
+        }
+        let mut graph1 = RocksProperty::open(node_path, edge_path, false, false).unwrap();
+        graph1
+            .insert_node_property(1u32, json!({"name": "tom"}))
+            .unwrap();
+        assert_eq!(
+            graph1.get_node_property_all(1u32).unwrap(),
+            Some(json!({"name": "tom"}))
+        );
+    }
+
+    #[test]
+    fn test_open_readonly_db() {
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        {
+            let mut graph0 = RocksProperty::new(node_path, edge_path, false).unwrap();
+
+            graph0
+                .insert_node_property(0u32, json!({"name": "jack"}))
+                .unwrap();
+
+            assert_eq!(
+                graph0.get_node_property_all(0u32).unwrap(),
+                Some(json!({"name": "jack"}))
+            );
+        }
+
+        let mut graph1 = RocksProperty::open(node_path, edge_path, false, true).unwrap();
+        assert_eq!(
+            graph1.get_node_property_all(0u32).unwrap(),
+            Some(json!({"name": "jack"}))
+        );
+
+        let err = graph1
+            .insert_node_property(1u32, json!({"name": "tom"}))
+            .is_err();
+        assert_eq!(err, true);
+    }
+
+    #[test]
+    fn test_scan_node_property() {
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        let mut graph0 = RocksProperty::new(node_path, edge_path, false).unwrap();
+
+        graph0
+            .insert_node_property(0u32, json!({"name": "jack"}))
+            .unwrap();
+
+        graph0
+            .insert_node_property(1u32, json!({"name": "tom"}))
+            .unwrap();
+
+        let mut iter = graph0.scan_node_property_all();
+        assert_eq!(
+            (0u32, json!({"name": "jack"})),
+            iter.next().unwrap().unwrap()
+        );
+        assert_eq!(
+            (1u32, json!({"name": "tom"})),
+            iter.next().unwrap().unwrap()
+        );
+    }
+
+    #[test]
+    fn test_scan_edge_property() {
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        let mut graph0 = RocksProperty::new(node_path, edge_path, false).unwrap();
+
+        graph0
+            .insert_edge_property(0u32, 1u32, json!({"length": "5"}))
+            .unwrap();
+
+        graph0
+            .insert_edge_property(1u32, 2u32, json!({"length": "10"}))
+            .unwrap();
+
+        let mut iter = graph0.scan_edge_property_all();
+        assert_eq!(
+            ((0u32, 1u32), json!({"length": "5"})),
+            iter.next().unwrap().unwrap()
+        );
+        assert_eq!(
+            ((1u32, 2u32), json!({"length": "10"})),
+            iter.next().unwrap().unwrap()
+        );
+    }
+}
diff --git a/src/property/sled_property.rs b/src/property/sled_property.rs
index 576b2204..ae2a3c6a 100644
--- a/src/property/sled_property.rs
+++ b/src/property/sled_property.rs
@@ -1,889 +1,889 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-
-use std::collections::BTreeMap;
-use std::mem::swap;
-use std::path::Path;
-
-use bincode;
-use serde::de::DeserializeOwned;
-use serde::Serialize;
-use serde_cbor::{from_slice, to_vec};
-use serde_json::to_value;
-use serde_json::Value as JsonValue;
-use sled::ConfigBuilder;
-use sled::Db as Tree;
-
-use generic::{IdType, Iter};
-use property::{PropertyError, PropertyGraph};
-
-pub struct SledProperty {
-    node_property: Tree,
-    edge_property: Tree,
-    is_directed: bool,
-}
-
-impl SledProperty {
-    pub fn new<P: AsRef<Path>>(
-        node_path: P,
-        edge_path: P,
-        is_directed: bool,
-    ) -> Result<Self, PropertyError> {
-        let node_tree = Tree::start_default(node_path)?;
-        let edge_tree = Tree::start_default(edge_path)?;
-
-        node_tree.clear()?;
-        edge_tree.clear()?;
-
-        node_tree.flush()?;
-        edge_tree.flush()?;
-
-        Ok(SledProperty {
-            node_property: node_tree,
-            edge_property: edge_tree,
-            is_directed,
-        })
-    }
-
-    pub fn open<P: AsRef<Path>>(
-        node_path: P,
-        edge_path: P,
-        is_directed: bool,
-        read_only: bool,
-    ) -> Result<Self, PropertyError> {
-        let node_config = ConfigBuilder::default()
-            .path(node_path)
-            .read_only(read_only);
-        let edge_config = ConfigBuilder::default()
-            .path(edge_path)
-            .read_only(read_only);
-
-        let node_config = node_config.build();
-        let edge_config = edge_config.build();
-
-        let node_tree = Tree::start(node_config)?;
-        let edge_tree = Tree::start(edge_config)?;
-
-        Ok(SledProperty {
-            node_property: node_tree,
-            edge_property: edge_tree,
-            is_directed,
-        })
-    }
-
-    pub fn with_data<Id: IdType + Serialize, N, E, P: AsRef<Path>>(
-        node_path: P,
-        edge_path: P,
-        node_property: N,
-        edge_property: E,
-        is_directed: bool,
-    ) -> Result<Self, PropertyError>
-    where
-        N: Iterator<Item = (Id, JsonValue)>,
-        E: Iterator<Item = ((Id, Id), JsonValue)>,
-    {
-        let node_config = ConfigBuilder::default().path(node_path).build();
-        let edge_config = ConfigBuilder::default().path(edge_path).build();
-
-        let node_tree = Tree::start(node_config.clone())?;
-        let edge_tree = Tree::start(edge_config.clone())?;
-
-        node_tree.clear()?;
-        edge_tree.clear()?;
-
-        for (id, names) in node_property {
-            let id_bytes = bincode::serialize(&id)?;
-            let names_bytes = to_vec(&names)?;
-            node_tree.set(id_bytes, names_bytes)?;
-        }
-
-        for (edge, names) in edge_property {
-            println!("edges: {:?} {:?}", edge, names);
-            let id_bytes = bincode::serialize(&edge)?;
-            let names_bytes = to_vec(&names)?;
-            edge_tree.set(id_bytes, names_bytes)?;
-        }
-
-        Ok(SledProperty {
-            node_property: node_tree,
-            edge_property: edge_tree,
-            is_directed,
-        })
-    }
-
-    pub fn flush(&self) -> Result<(), PropertyError> {
-        self.node_property.flush()?;
-        self.edge_property.flush()?;
-
-        Ok(())
-    }
-
-    #[inline(always)]
-    pub fn is_directed(&self) -> bool {
-        self.is_directed
-    }
-
-    #[inline(always)]
-    fn swap_edge<Id: IdType>(&self, a: &mut Id, b: &mut Id) {
-        if !self.is_directed && a > b {
-            swap(a, b)
-        }
-    }
-}
-
-impl<Id: IdType + Serialize + DeserializeOwned> PropertyGraph<Id> for SledProperty {
-    #[inline]
-    fn get_node_property(
-        &self,
-        id: Id,
-        names: Vec<String>,
-    ) -> Result<Option<JsonValue>, PropertyError> {
-        let id_bytes = bincode::serialize(&id)?;
-        let _value = self.node_property.get(&id_bytes)?;
-        match _value {
-            Some(value_bytes) => {
-                let value_parsed: JsonValue = from_slice(&value_bytes)?;
-                let mut result = BTreeMap::<String, JsonValue>::new();
-                for name in names {
-                    if value_parsed.get(&name).is_some() {
-                        result.insert(name.clone(), value_parsed[&name].clone());
-                    }
-                }
-                Ok(Some(to_value(result)?))
-            }
-            None => Ok(None),
-        }
-    }
-
-    #[inline]
-    fn get_edge_property(
-        &self,
-        mut src: Id,
-        mut dst: Id,
-        names: Vec<String>,
-    ) -> Result<Option<JsonValue>, PropertyError> {
-        if !self.is_directed {
-            self.swap_edge(&mut src, &mut dst);
-        }
-
-        let id_bytes = bincode::serialize(&(src, dst))?;
-        let _value = self.edge_property.get(&id_bytes)?;
-        match _value {
-            Some(value_bytes) => {
-                let value_parsed: JsonValue = from_slice(&value_bytes)?;
-                let mut result = BTreeMap::<String, JsonValue>::new();
-                for name in names {
-                    if value_parsed.get(&name).is_some() {
-                        result.insert(name.clone(), value_parsed[&name].clone());
-                    }
-                }
-                Ok(Some(to_value(result)?))
-            }
-            None => Ok(None),
-        }
-    }
-
-    #[inline]
-    fn get_node_property_all(&self, id: Id) -> Result<Option<JsonValue>, PropertyError> {
-        let id_bytes = bincode::serialize(&id)?;
-        let _value = self.node_property.get(&id_bytes)?;
-        match _value {
-            Some(value_bytes) => {
-                let value_parsed: JsonValue = from_slice(&value_bytes)?;
-                Ok(Some(value_parsed.clone()))
-            }
-            None => Ok(None),
-        }
-    }
-
-    #[inline]
-    fn get_edge_property_all(
-        &self,
-        mut src: Id,
-        mut dst: Id,
-    ) -> Result<Option<JsonValue>, PropertyError> {
-        if !self.is_directed {
-            self.swap_edge(&mut src, &mut dst);
-        }
-
-        let id_bytes = bincode::serialize(&(src, dst))?;
-        let _value = self.edge_property.get(&id_bytes)?;
-        match _value {
-            Some(value_bytes) => {
-                let value_parsed: JsonValue = from_slice(&value_bytes)?;
-                Ok(Some(value_parsed.clone()))
-            }
-            None => Ok(None),
-        }
-    }
-    fn insert_node_property(
-        &mut self,
-        id: Id,
-        prop: JsonValue,
-    ) -> Result<Option<JsonValue>, PropertyError> {
-        let names_bytes = to_vec(&prop)?;
-        self.insert_node_raw(id, names_bytes)
-    }
-
-    fn insert_edge_property(
-        &mut self,
-        src: Id,
-        dst: Id,
-        prop: JsonValue,
-    ) -> Result<Option<JsonValue>, PropertyError> {
-        let names_bytes = to_vec(&prop)?;
-        self.insert_edge_raw(src, dst, names_bytes)
-    }
-
-    fn extend_node_property<I: IntoIterator<Item = (Id, JsonValue)>>(
-        &mut self,
-        props: I,
-    ) -> Result<(), PropertyError> {
-        let props = props.into_iter().map(|x| (x.0, to_vec(&x.1).unwrap()));
-        self.extend_node_raw(props)
-    }
-
-    fn extend_edge_property<I: IntoIterator<Item = ((Id, Id), JsonValue)>>(
-        &mut self,
-        props: I,
-    ) -> Result<(), PropertyError> {
-        let props = props.into_iter().map(|x| (x.0, to_vec(&x.1).unwrap()));
-        self.extend_edge_raw(props)
-    }
-    fn insert_node_raw(
-        &mut self,
-        id: Id,
-        prop: Vec<u8>,
-    ) -> Result<Option<JsonValue>, PropertyError> {
-        let id_bytes = bincode::serialize(&id)?;
-        let _value = self.node_property.set(id_bytes, prop)?;
-        self.node_property.flush()?;
-
-        match _value {
-            Some(value_bytes) => {
-                let value_parsed: JsonValue = from_slice(&value_bytes)?;
-                Ok(Some(value_parsed))
-            }
-            None => Ok(None),
-        }
-    }
-
-    fn insert_edge_raw(
-        &mut self,
-        mut src: Id,
-        mut dst: Id,
-        prop: Vec<u8>,
-    ) -> Result<Option<JsonValue>, PropertyError> {
-        if !self.is_directed {
-            self.swap_edge(&mut src, &mut dst);
-        }
-
-        let id_bytes = bincode::serialize(&(src, dst))?;
-        let _value = self.edge_property.set(id_bytes, prop)?;
-        self.edge_property.flush()?;
-
-        match _value {
-            Some(value_bytes) => {
-                let value_parsed: JsonValue = from_slice(&value_bytes)?;
-                Ok(Some(value_parsed))
-            }
-            None => Ok(None),
-        }
-    }
-
-    fn extend_node_raw<I: IntoIterator<Item = (Id, Vec<u8>)>>(
-        &mut self,
-        props: I,
-    ) -> Result<(), PropertyError> {
-        for (id, prop) in props {
-            let id_bytes = bincode::serialize(&id)?;
-            let _value = self.node_property.set(id_bytes, prop)?;
-        }
-        self.node_property.flush()?;
-
-        Ok(())
-    }
-
-    fn extend_edge_raw<I: IntoIterator<Item = ((Id, Id), Vec<u8>)>>(
-        &mut self,
-        props: I,
-    ) -> Result<(), PropertyError> {
-        for (id, prop) in props {
-            let (mut src, mut dst) = id;
-            if !self.is_directed {
-                self.swap_edge(&mut src, &mut dst);
-            }
-
-            let id_bytes = bincode::serialize(&(src, dst))?;
-            let _value = self.edge_property.set(id_bytes, prop)?;
-        }
-        self.edge_property.flush()?;
-
-        Ok(())
-    }
-
-    fn scan_node_property_all(&self) -> Iter<Result<(Id, JsonValue), PropertyError>> {
-        Iter::new(Box::new(self.node_property.iter().map(
-            |result| match result {
-                Ok((id_bytes, value_bytes)) => {
-                    let id: Id = bincode::deserialize(&id_bytes)?;
-                    let value_parsed: JsonValue = from_slice(&value_bytes)?;
-
-                    Ok((id, value_parsed))
-                }
-                Err(e) => Err(PropertyError::SledError(e)),
-            },
-        )))
-    }
-
-    fn scan_edge_property_all(&self) -> Iter<Result<((Id, Id), JsonValue), PropertyError>> {
-        Iter::new(Box::new(self.edge_property.iter().map(
-            |result| match result {
-                Ok((id_bytes, value_bytes)) => {
-                    let id: (Id, Id) = bincode::deserialize(&id_bytes)?;
-                    let value_parsed: JsonValue = from_slice(&value_bytes)?;
-
-                    Ok((id, value_parsed))
-                }
-                Err(e) => Err(PropertyError::SledError(e)),
-            },
-        )))
-    }
-}
-
-#[cfg(test)]
-mod test {
-    extern crate tempdir;
-
-    use super::*;
-    use serde_json::json;
-    use std::collections::HashMap;
-
-    #[test]
-    fn test_undirected() {
-        let mut node_property = HashMap::new();
-        let mut edge_property = HashMap::new();
-
-        node_property.insert(
-            0u32,
-            json!({
-            "name":"John",
-            "age":12,
-            "is_member":true,
-            "scores":[9,8,10],
-            }),
-        );
-
-        node_property.insert(
-            1,
-            json!({
-            "name":"Marry",
-            "age":13,
-            "is_member":false,
-            "scores":[10,10,9],
-            }),
-        );
-
-        edge_property.insert(
-            (0, 1),
-            json!({
-            "friend_since":"2018-11-15",
-            }),
-        );
-
-        let node = tempdir::TempDir::new("node").unwrap();
-        let edge = tempdir::TempDir::new("edge").unwrap();
-
-        let node_path = node.path();
-        let edge_path = edge.path();
-
-        let graph = SledProperty::with_data(
-            node_path,
-            edge_path,
-            node_property.into_iter(),
-            edge_property.into_iter(),
-            false,
-        )
-        .unwrap();
-        assert_eq!(
-            graph
-                .get_node_property(0u32, vec!["age".to_owned()])
-                .unwrap(),
-            Some(json!({"age":12}))
-        );
-        assert_eq!(
-            graph
-                .get_node_property(0u32, vec!["age".to_owned(), "name".to_owned()])
-                .unwrap(),
-            Some(json!({"age":12,"name":"John"}))
-        );
-        assert_eq!(
-            graph
-                .get_node_property(1u32, vec!["is_member".to_owned()])
-                .unwrap(),
-            Some(json!({"is_member":false}))
-        );
-        assert_eq!(
-            graph
-                .get_node_property(1u32, vec!["is_member".to_owned(), "scores".to_owned()])
-                .unwrap(),
-            Some(json!({"is_member":false,"scores":[10,10,9]}))
-        );
-        assert_eq!(
-            graph
-                .get_node_property(2u32, vec!["age".to_owned()])
-                .unwrap(),
-            None
-        );
-        assert_eq!(
-            graph
-                .get_node_property(0u32, vec!["age".to_owned(), "gender".to_owned()])
-                .unwrap(),
-            Some(json!({
-            "age":12
-                 }))
-        );
-        assert_eq!(
-            graph.get_node_property_all(0u32).unwrap(),
-            Some(json!({
-            "name":"John",
-            "age":12,
-            "is_member":true,
-            "scores":json!([9,8,10]),
-            }))
-        );
-
-        let edge_property = graph
-            .get_edge_property(0u32, 1u32, vec!["friend_since".to_owned()])
-            .unwrap()
-            .unwrap();
-        assert!(edge_property["friend_since"] == "2018-11-15");
-        assert_eq!(edge_property.as_object().unwrap().len(), 1);
-    }
-
-    #[test]
-    fn test_directed() {
-        let mut node_property = HashMap::new();
-        let mut edge_property = HashMap::new();
-
-        node_property.insert(0u32, json!({}));
-        node_property.insert(1, json!({}));
-        edge_property.insert((0, 1), json!({}));
-
-        let node = tempdir::TempDir::new("node").unwrap();
-        let edge = tempdir::TempDir::new("edge").unwrap();
-
-        let node_path = node.path();
-        let edge_path = edge.path();
-
-        let graph = SledProperty::with_data(
-            node_path,
-            edge_path,
-            node_property.into_iter(),
-            edge_property.into_iter(),
-            false,
-        )
-        .unwrap();
-        let edge_property = graph.get_edge_property_all(1u32, 0u32).unwrap();
-        assert_eq!(Some(json!({})), edge_property);
-    }
-
-    #[test]
-    fn test_insert_raw_node() {
-        let mut node_property = HashMap::new();
-        let mut edge_property = HashMap::new();
-
-        node_property.insert(0u32, json!({}));
-        node_property.insert(1, json!({}));
-        edge_property.insert((0, 1), json!({}));
-
-        let node = tempdir::TempDir::new("node").unwrap();
-        let edge = tempdir::TempDir::new("edge").unwrap();
-
-        let node_path = node.path();
-        let edge_path = edge.path();
-
-        let mut graph = SledProperty::with_data(
-            node_path,
-            edge_path,
-            node_property.into_iter(),
-            edge_property.into_iter(),
-            false,
-        )
-        .unwrap();
-
-        let new_prop = json!({"name":"jack"});
-        let raw_prop = to_vec(&new_prop).unwrap();
-
-        graph.insert_node_raw(0u32, raw_prop).unwrap();
-        let node_property = graph.get_node_property_all(0u32).unwrap();
-
-        assert_eq!(Some(json!({"name":"jack"})), node_property);
-    }
-
-    #[test]
-    fn test_insert_raw_edge() {
-        let mut node_property = HashMap::new();
-        let mut edge_property = HashMap::new();
-
-        node_property.insert(0u32, json!({}));
-        node_property.insert(1, json!({}));
-        edge_property.insert((0, 1), json!({}));
-
-        let node = tempdir::TempDir::new("node").unwrap();
-        let edge = tempdir::TempDir::new("edge").unwrap();
-
-        let node_path = node.path();
-        let edge_path = edge.path();
-
-        let mut graph = SledProperty::with_data(
-            node_path,
-            edge_path,
-            node_property.into_iter(),
-            edge_property.into_iter(),
-            false,
-        )
-        .unwrap();
-
-        let new_prop = json!({"length":"5"});
-        let raw_prop = to_vec(&new_prop).unwrap();
-
-        graph.insert_edge_raw(0u32, 1u32, raw_prop).unwrap();
-        let edge_property = graph.get_edge_property_all(0u32, 1u32).unwrap();
-
-        assert_eq!(Some(json!({"length":"5"})), edge_property);
-    }
-
-    #[test]
-    fn test_extend_raw_node() {
-        let mut node_property = HashMap::new();
-        let mut edge_property = HashMap::new();
-
-        node_property.insert(0u32, json!({}));
-        node_property.insert(1, json!({}));
-        edge_property.insert((0, 1), json!({}));
-
-        let node = tempdir::TempDir::new("node").unwrap();
-        let edge = tempdir::TempDir::new("edge").unwrap();
-
-        let node_path = node.path();
-        let edge_path = edge.path();
-
-        let mut graph = SledProperty::with_data(
-            node_path,
-            edge_path,
-            node_property.into_iter(),
-            edge_property.into_iter(),
-            false,
-        )
-        .unwrap();
-
-        let new_prop = json!({"name":"jack"});
-        let raw_prop = to_vec(&new_prop).unwrap();
-
-        let raw_properties = vec![(0u32, raw_prop)].into_iter();
-        graph.extend_node_raw(raw_properties).unwrap();
-        let node_property = graph.get_node_property_all(0u32).unwrap();
-
-        assert_eq!(Some(json!({"name":"jack"})), node_property);
-    }
-
-    #[test]
-    fn test_extend_raw_edge() {
-        let mut node_property = HashMap::new();
-        let mut edge_property = HashMap::new();
-
-        node_property.insert(0u32, json!({}));
-        node_property.insert(1, json!({}));
-        edge_property.insert((0, 1), json!({}));
-
-        let node = tempdir::TempDir::new("node").unwrap();
-        let edge = tempdir::TempDir::new("edge").unwrap();
-
-        let node_path = node.path();
-        let edge_path = edge.path();
-
-        let mut graph = SledProperty::with_data(
-            node_path,
-            edge_path,
-            node_property.into_iter(),
-            edge_property.into_iter(),
-            false,
-        )
-        .unwrap();
-
-        let new_prop = json!({"length":"15"});
-        let raw_prop = to_vec(&new_prop).unwrap();
-
-        let raw_properties = vec![((0u32, 1u32), raw_prop)].into_iter();
-        graph.extend_edge_raw(raw_properties).unwrap();
-        let edge_property = graph.get_edge_property_all(0u32, 1u32).unwrap();
-
-        assert_eq!(Some(json!({"length":"15"})), edge_property);
-    }
-
-    #[test]
-    fn test_create_new_sled() {
-        let node = tempdir::TempDir::new("node").unwrap();
-        let edge = tempdir::TempDir::new("edge").unwrap();
-
-        let node_path = node.path();
-        let edge_path = edge.path();
-
-        {
-            let mut graph0 = SledProperty::new(node_path, edge_path, false).unwrap();
-
-            graph0
-                .insert_node_property(0u32, json!({"name": "jack"}))
-                .unwrap();
-
-            assert_eq!(
-                graph0.get_node_property_all(0u32).unwrap(),
-                Some(json!({"name": "jack"}))
-            );
-        }
-
-        let graph1 = SledProperty::new(node_path, edge_path, false).unwrap();
-
-        assert_eq!(graph1.get_node_property_all(0u32).unwrap(), None);
-    }
-
-    #[test]
-    fn test_open_writable_sled() {
-        let node = tempdir::TempDir::new("node").unwrap();
-        let edge = tempdir::TempDir::new("edge").unwrap();
-
-        let node_path = node.path();
-        let edge_path = edge.path();
-
-        {
-            let mut graph0 = SledProperty::new(node_path, edge_path, false).unwrap();
-
-            graph0
-                .insert_node_property(0u32, json!({"name": "jack"}))
-                .unwrap();
-
-            assert_eq!(
-                graph0.get_node_property_all(0u32).unwrap(),
-                Some(json!({"name": "jack"}))
-            );
-        }
-
-        let mut graph1 = SledProperty::open(node_path, edge_path, false, false).unwrap();
-        assert_eq!(
-            graph1.get_node_property_all(0u32).unwrap(),
-            Some(json!({"name": "jack"}))
-        );
-
-        graph1
-            .insert_node_property(1u32, json!({"name": "tom"}))
-            .unwrap();
-        assert_eq!(
-            graph1.get_node_property_all(1u32).unwrap(),
-            Some(json!({"name": "tom"}))
-        );
-    }
-
-    #[test]
-    fn test_open_readonly_sled() {
-        let node = tempdir::TempDir::new("node").unwrap();
-        let edge = tempdir::TempDir::new("edge").unwrap();
-
-        let node_path = node.path();
-        let edge_path = edge.path();
-
-        {
-            let mut graph0 = SledProperty::new(node_path, edge_path, false).unwrap();
-
-            graph0
-                .insert_node_property(0u32, json!({"name": "jack"}))
-                .unwrap();
-
-            assert_eq!(
-                graph0.get_node_property_all(0u32).unwrap(),
-                Some(json!({"name": "jack"}))
-            );
-        }
-
-        let mut graph1 = SledProperty::open(node_path, edge_path, false, true).unwrap();
-        assert_eq!(
-            graph1.get_node_property_all(0u32).unwrap(),
-            Some(json!({"name": "jack"}))
-        );
-
-        let err = graph1
-            .insert_node_property(1u32, json!({"name": "tom"}))
-            .is_err();
-        assert_eq!(err, true);
-    }
-
-    #[test]
-    fn test_open_compressed_sled_with_compression() {
-        let node = tempdir::TempDir::new("node").unwrap();
-        let edge = tempdir::TempDir::new("edge").unwrap();
-
-        let node_path = node.path();
-        let edge_path = edge.path();
-
-        {
-            let mut graph0 = SledProperty::open(node_path, edge_path, false, false).unwrap();
-
-            graph0
-                .insert_node_property(0u32, json!({"name": "jack"}))
-                .unwrap();
-
-            assert_eq!(
-                graph0.get_node_property_all(0u32).unwrap(),
-                Some(json!({"name": "jack"}))
-            );
-        }
-
-        let mut graph1 = SledProperty::open(node_path, edge_path, false, false).unwrap();
-        assert_eq!(
-            graph1.get_node_property_all(0u32).unwrap(),
-            Some(json!({"name": "jack"}))
-        );
-
-        graph1
-            .insert_node_property(1u32, json!({"name": "tom"}))
-            .unwrap();
-        assert_eq!(
-            graph1.get_node_property_all(1u32).unwrap(),
-            Some(json!({"name": "tom"}))
-        );
-    }
-
-    #[test]
-    #[should_panic]
-    fn test_open_compressed_sled_without_compression() {
-        let node = tempdir::TempDir::new("node").unwrap();
-        let edge = tempdir::TempDir::new("edge").unwrap();
-
-        let node_path = node.path();
-        let edge_path = edge.path();
-
-        {
-            let mut graph0 = SledProperty::open(node_path, edge_path, false, false).unwrap();
-
-            graph0
-                .insert_node_property(0u32, json!({"name": "jack"}))
-                .unwrap();
-
-            assert_eq!(
-                graph0.get_node_property_all(0u32).unwrap(),
-                Some(json!({"name": "jack"}))
-            );
-        }
-
-        let err = SledProperty::open(node_path, edge_path, false, false).is_err();
-
-        assert_eq!(err, true);
-    }
-
-    #[test]
-    fn test_open_sled_disable_snapshot() {
-        let node = tempdir::TempDir::new("node").unwrap();
-        let edge = tempdir::TempDir::new("edge").unwrap();
-
-        let node_path = node.path();
-        let edge_path = edge.path();
-
-        {
-            let mut graph0 = SledProperty::open(node_path, edge_path, false, false).unwrap();
-
-            graph0
-                .insert_node_property(0u32, json!({"name": "jack"}))
-                .unwrap();
-
-            assert_eq!(
-                graph0.get_node_property_all(0u32).unwrap(),
-                Some(json!({"name": "jack"}))
-            );
-        }
-
-        let graph1 = SledProperty::open(node_path, edge_path, false, false).unwrap();
-
-        assert_eq!(
-            graph1.get_node_property_all(0u32).unwrap(),
-            Some(json!({"name": "jack"}))
-        );
-    }
-
-    #[test]
-    fn test_scan_node_property() {
-        let node = tempdir::TempDir::new("node").unwrap();
-        let edge = tempdir::TempDir::new("edge").unwrap();
-
-        let node_path = node.path();
-        let edge_path = edge.path();
-
-        let mut graph0 = SledProperty::new(node_path, edge_path, false).unwrap();
-
-        graph0
-            .insert_node_property(0u32, json!({"name": "jack"}))
-            .unwrap();
-
-        graph0
-            .insert_node_property(1u32, json!({"name": "tom"}))
-            .unwrap();
-
-        let mut iter = graph0.scan_node_property_all();
-        assert_eq!(
-            (0u32, json!({"name": "jack"})),
-            iter.next().unwrap().unwrap()
-        );
-        assert_eq!(
-            (1u32, json!({"name": "tom"})),
-            iter.next().unwrap().unwrap()
-        );
-    }
-
-    #[test]
-    fn test_scan_edge_property() {
-        let node = tempdir::TempDir::new("node").unwrap();
-        let edge = tempdir::TempDir::new("edge").unwrap();
-
-        let node_path = node.path();
-        let edge_path = edge.path();
-
-        let mut graph0 = SledProperty::new(node_path, edge_path, false).unwrap();
-
-        graph0
-            .insert_edge_property(0u32, 1u32, json!({"length": "5"}))
-            .unwrap();
-
-        graph0
-            .insert_edge_property(1u32, 2u32, json!({"length": "10"}))
-            .unwrap();
-
-        let mut iter: Iter<Result<((u32, u32), _), PropertyError>> =
-            graph0.scan_edge_property_all();
-
-        assert_eq!(
-            ((0u32, 1u32), json!({"length": "5"})),
-            iter.next().unwrap().unwrap()
-        );
-        assert_eq!(
-            ((1u32, 2u32), json!({"length": "10"})),
-            iter.next().unwrap().unwrap()
-        );
-    }
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use std::collections::BTreeMap;
+use std::mem::swap;
+use std::path::Path;
+
+use bincode;
+use serde::de::DeserializeOwned;
+use serde::Serialize;
+use serde_cbor::{from_slice, to_vec};
+use serde_json::to_value;
+use serde_json::Value as JsonValue;
+use sled::ConfigBuilder;
+use sled::Db as Tree;
+
+use generic::{IdType, Iter};
+use property::{PropertyError, PropertyGraph};
+
+pub struct SledProperty {
+    node_property: Tree,
+    edge_property: Tree,
+    is_directed: bool,
+}
+
+impl SledProperty {
+    pub fn new<P: AsRef<Path>>(
+        node_path: P,
+        edge_path: P,
+        is_directed: bool,
+    ) -> Result<Self, PropertyError> {
+        let node_tree = Tree::start_default(node_path)?;
+        let edge_tree = Tree::start_default(edge_path)?;
+
+        node_tree.clear()?;
+        edge_tree.clear()?;
+
+        node_tree.flush()?;
+        edge_tree.flush()?;
+
+        Ok(SledProperty {
+            node_property: node_tree,
+            edge_property: edge_tree,
+            is_directed,
+        })
+    }
+
+    pub fn open<P: AsRef<Path>>(
+        node_path: P,
+        edge_path: P,
+        is_directed: bool,
+        read_only: bool,
+    ) -> Result<Self, PropertyError> {
+        let node_config = ConfigBuilder::default()
+            .path(node_path)
+            .read_only(read_only);
+        let edge_config = ConfigBuilder::default()
+            .path(edge_path)
+            .read_only(read_only);
+
+        let node_config = node_config.build();
+        let edge_config = edge_config.build();
+
+        let node_tree = Tree::start(node_config)?;
+        let edge_tree = Tree::start(edge_config)?;
+
+        Ok(SledProperty {
+            node_property: node_tree,
+            edge_property: edge_tree,
+            is_directed,
+        })
+    }
+
+    pub fn with_data<Id: IdType + Serialize, N, E, P: AsRef<Path>>(
+        node_path: P,
+        edge_path: P,
+        node_property: N,
+        edge_property: E,
+        is_directed: bool,
+    ) -> Result<Self, PropertyError>
+    where
+        N: Iterator<Item = (Id, JsonValue)>,
+        E: Iterator<Item = ((Id, Id), JsonValue)>,
+    {
+        let node_config = ConfigBuilder::default().path(node_path).build();
+        let edge_config = ConfigBuilder::default().path(edge_path).build();
+
+        let node_tree = Tree::start(node_config.clone())?;
+        let edge_tree = Tree::start(edge_config.clone())?;
+
+        node_tree.clear()?;
+        edge_tree.clear()?;
+
+        for (id, names) in node_property {
+            let id_bytes = bincode::serialize(&id)?;
+            let names_bytes = to_vec(&names)?;
+            node_tree.set(id_bytes, names_bytes)?;
+        }
+
+        for (edge, names) in edge_property {
+            println!("edges: {:?} {:?}", edge, names);
+            let id_bytes = bincode::serialize(&edge)?;
+            let names_bytes = to_vec(&names)?;
+            edge_tree.set(id_bytes, names_bytes)?;
+        }
+
+        Ok(SledProperty {
+            node_property: node_tree,
+            edge_property: edge_tree,
+            is_directed,
+        })
+    }
+
+    pub fn flush(&self) -> Result<(), PropertyError> {
+        self.node_property.flush()?;
+        self.edge_property.flush()?;
+
+        Ok(())
+    }
+
+    #[inline(always)]
+    pub fn is_directed(&self) -> bool {
+        self.is_directed
+    }
+
+    #[inline(always)]
+    fn swap_edge<Id: IdType>(&self, a: &mut Id, b: &mut Id) {
+        if !self.is_directed && a > b {
+            swap(a, b)
+        }
+    }
+}
+
+impl<Id: IdType + Serialize + DeserializeOwned> PropertyGraph<Id> for SledProperty {
+    #[inline]
+    fn get_node_property(
+        &self,
+        id: Id,
+        names: Vec<String>,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        let id_bytes = bincode::serialize(&id)?;
+        let _value = self.node_property.get(&id_bytes)?;
+        match _value {
+            Some(value_bytes) => {
+                let value_parsed: JsonValue = from_slice(&value_bytes)?;
+                let mut result = BTreeMap::<String, JsonValue>::new();
+                for name in names {
+                    if value_parsed.get(&name).is_some() {
+                        result.insert(name.clone(), value_parsed[&name].clone());
+                    }
+                }
+                Ok(Some(to_value(result)?))
+            }
+            None => Ok(None),
+        }
+    }
+
+    #[inline]
+    fn get_edge_property(
+        &self,
+        mut src: Id,
+        mut dst: Id,
+        names: Vec<String>,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        if !self.is_directed {
+            self.swap_edge(&mut src, &mut dst);
+        }
+
+        let id_bytes = bincode::serialize(&(src, dst))?;
+        let _value = self.edge_property.get(&id_bytes)?;
+        match _value {
+            Some(value_bytes) => {
+                let value_parsed: JsonValue = from_slice(&value_bytes)?;
+                let mut result = BTreeMap::<String, JsonValue>::new();
+                for name in names {
+                    if value_parsed.get(&name).is_some() {
+                        result.insert(name.clone(), value_parsed[&name].clone());
+                    }
+                }
+                Ok(Some(to_value(result)?))
+            }
+            None => Ok(None),
+        }
+    }
+
+    #[inline]
+    fn get_node_property_all(&self, id: Id) -> Result<Option<JsonValue>, PropertyError> {
+        let id_bytes = bincode::serialize(&id)?;
+        let _value = self.node_property.get(&id_bytes)?;
+        match _value {
+            Some(value_bytes) => {
+                let value_parsed: JsonValue = from_slice(&value_bytes)?;
+                Ok(Some(value_parsed.clone()))
+            }
+            None => Ok(None),
+        }
+    }
+
+    #[inline]
+    fn get_edge_property_all(
+        &self,
+        mut src: Id,
+        mut dst: Id,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        if !self.is_directed {
+            self.swap_edge(&mut src, &mut dst);
+        }
+
+        let id_bytes = bincode::serialize(&(src, dst))?;
+        let _value = self.edge_property.get(&id_bytes)?;
+        match _value {
+            Some(value_bytes) => {
+                let value_parsed: JsonValue = from_slice(&value_bytes)?;
+                Ok(Some(value_parsed.clone()))
+            }
+            None => Ok(None),
+        }
+    }
+    fn insert_node_property(
+        &mut self,
+        id: Id,
+        prop: JsonValue,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        let names_bytes = to_vec(&prop)?;
+        self.insert_node_raw(id, names_bytes)
+    }
+
+    fn insert_edge_property(
+        &mut self,
+        src: Id,
+        dst: Id,
+        prop: JsonValue,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        let names_bytes = to_vec(&prop)?;
+        self.insert_edge_raw(src, dst, names_bytes)
+    }
+
+    fn extend_node_property<I: IntoIterator<Item = (Id, JsonValue)>>(
+        &mut self,
+        props: I,
+    ) -> Result<(), PropertyError> {
+        let props = props.into_iter().map(|x| (x.0, to_vec(&x.1).unwrap()));
+        self.extend_node_raw(props)
+    }
+
+    fn extend_edge_property<I: IntoIterator<Item = ((Id, Id), JsonValue)>>(
+        &mut self,
+        props: I,
+    ) -> Result<(), PropertyError> {
+        let props = props.into_iter().map(|x| (x.0, to_vec(&x.1).unwrap()));
+        self.extend_edge_raw(props)
+    }
+    fn insert_node_raw(
+        &mut self,
+        id: Id,
+        prop: Vec<u8>,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        let id_bytes = bincode::serialize(&id)?;
+        let _value = self.node_property.set(id_bytes, prop)?;
+        self.node_property.flush()?;
+
+        match _value {
+            Some(value_bytes) => {
+                let value_parsed: JsonValue = from_slice(&value_bytes)?;
+                Ok(Some(value_parsed))
+            }
+            None => Ok(None),
+        }
+    }
+
+    fn insert_edge_raw(
+        &mut self,
+        mut src: Id,
+        mut dst: Id,
+        prop: Vec<u8>,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        if !self.is_directed {
+            self.swap_edge(&mut src, &mut dst);
+        }
+
+        let id_bytes = bincode::serialize(&(src, dst))?;
+        let _value = self.edge_property.set(id_bytes, prop)?;
+        self.edge_property.flush()?;
+
+        match _value {
+            Some(value_bytes) => {
+                let value_parsed: JsonValue = from_slice(&value_bytes)?;
+                Ok(Some(value_parsed))
+            }
+            None => Ok(None),
+        }
+    }
+
+    fn extend_node_raw<I: IntoIterator<Item = (Id, Vec<u8>)>>(
+        &mut self,
+        props: I,
+    ) -> Result<(), PropertyError> {
+        for (id, prop) in props {
+            let id_bytes = bincode::serialize(&id)?;
+            let _value = self.node_property.set(id_bytes, prop)?;
+        }
+        self.node_property.flush()?;
+
+        Ok(())
+    }
+
+    fn extend_edge_raw<I: IntoIterator<Item = ((Id, Id), Vec<u8>)>>(
+        &mut self,
+        props: I,
+    ) -> Result<(), PropertyError> {
+        for (id, prop) in props {
+            let (mut src, mut dst) = id;
+            if !self.is_directed {
+                self.swap_edge(&mut src, &mut dst);
+            }
+
+            let id_bytes = bincode::serialize(&(src, dst))?;
+            let _value = self.edge_property.set(id_bytes, prop)?;
+        }
+        self.edge_property.flush()?;
+
+        Ok(())
+    }
+
+    fn scan_node_property_all(&self) -> Iter<Result<(Id, JsonValue), PropertyError>> {
+        Iter::new(Box::new(self.node_property.iter().map(
+            |result| match result {
+                Ok((id_bytes, value_bytes)) => {
+                    let id: Id = bincode::deserialize(&id_bytes)?;
+                    let value_parsed: JsonValue = from_slice(&value_bytes)?;
+
+                    Ok((id, value_parsed))
+                }
+                Err(e) => Err(PropertyError::SledError(e)),
+            },
+        )))
+    }
+
+    fn scan_edge_property_all(&self) -> Iter<Result<((Id, Id), JsonValue), PropertyError>> {
+        Iter::new(Box::new(self.edge_property.iter().map(
+            |result| match result {
+                Ok((id_bytes, value_bytes)) => {
+                    let id: (Id, Id) = bincode::deserialize(&id_bytes)?;
+                    let value_parsed: JsonValue = from_slice(&value_bytes)?;
+
+                    Ok((id, value_parsed))
+                }
+                Err(e) => Err(PropertyError::SledError(e)),
+            },
+        )))
+    }
+}
+
+#[cfg(test)]
+mod test {
+    extern crate tempdir;
+
+    use super::*;
+    use serde_json::json;
+    use std::collections::HashMap;
+
+    #[test]
+    fn test_undirected() {
+        let mut node_property = HashMap::new();
+        let mut edge_property = HashMap::new();
+
+        node_property.insert(
+            0u32,
+            json!({
+            "name":"John",
+            "age":12,
+            "is_member":true,
+            "scores":[9,8,10],
+            }),
+        );
+
+        node_property.insert(
+            1,
+            json!({
+            "name":"Marry",
+            "age":13,
+            "is_member":false,
+            "scores":[10,10,9],
+            }),
+        );
+
+        edge_property.insert(
+            (0, 1),
+            json!({
+            "friend_since":"2018-11-15",
+            }),
+        );
+
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        let graph = SledProperty::with_data(
+            node_path,
+            edge_path,
+            node_property.into_iter(),
+            edge_property.into_iter(),
+            false,
+        )
+        .unwrap();
+        assert_eq!(
+            graph
+                .get_node_property(0u32, vec!["age".to_owned()])
+                .unwrap(),
+            Some(json!({"age":12}))
+        );
+        assert_eq!(
+            graph
+                .get_node_property(0u32, vec!["age".to_owned(), "name".to_owned()])
+                .unwrap(),
+            Some(json!({"age":12,"name":"John"}))
+        );
+        assert_eq!(
+            graph
+                .get_node_property(1u32, vec!["is_member".to_owned()])
+                .unwrap(),
+            Some(json!({"is_member":false}))
+        );
+        assert_eq!(
+            graph
+                .get_node_property(1u32, vec!["is_member".to_owned(), "scores".to_owned()])
+                .unwrap(),
+            Some(json!({"is_member":false,"scores":[10,10,9]}))
+        );
+        assert_eq!(
+            graph
+                .get_node_property(2u32, vec!["age".to_owned()])
+                .unwrap(),
+            None
+        );
+        assert_eq!(
+            graph
+                .get_node_property(0u32, vec!["age".to_owned(), "gender".to_owned()])
+                .unwrap(),
+            Some(json!({
+            "age":12
+                 }))
+        );
+        assert_eq!(
+            graph.get_node_property_all(0u32).unwrap(),
+            Some(json!({
+            "name":"John",
+            "age":12,
+            "is_member":true,
+            "scores":json!([9,8,10]),
+            }))
+        );
+
+        let edge_property = graph
+            .get_edge_property(0u32, 1u32, vec!["friend_since".to_owned()])
+            .unwrap()
+            .unwrap();
+        assert!(edge_property["friend_since"] == "2018-11-15");
+        assert_eq!(edge_property.as_object().unwrap().len(), 1);
+    }
+
+    #[test]
+    fn test_directed() {
+        let mut node_property = HashMap::new();
+        let mut edge_property = HashMap::new();
+
+        node_property.insert(0u32, json!({}));
+        node_property.insert(1, json!({}));
+        edge_property.insert((0, 1), json!({}));
+
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        let graph = SledProperty::with_data(
+            node_path,
+            edge_path,
+            node_property.into_iter(),
+            edge_property.into_iter(),
+            false,
+        )
+        .unwrap();
+        let edge_property = graph.get_edge_property_all(1u32, 0u32).unwrap();
+        assert_eq!(Some(json!({})), edge_property);
+    }
+
+    #[test]
+    fn test_insert_raw_node() {
+        let mut node_property = HashMap::new();
+        let mut edge_property = HashMap::new();
+
+        node_property.insert(0u32, json!({}));
+        node_property.insert(1, json!({}));
+        edge_property.insert((0, 1), json!({}));
+
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        let mut graph = SledProperty::with_data(
+            node_path,
+            edge_path,
+            node_property.into_iter(),
+            edge_property.into_iter(),
+            false,
+        )
+        .unwrap();
+
+        let new_prop = json!({"name":"jack"});
+        let raw_prop = to_vec(&new_prop).unwrap();
+
+        graph.insert_node_raw(0u32, raw_prop).unwrap();
+        let node_property = graph.get_node_property_all(0u32).unwrap();
+
+        assert_eq!(Some(json!({"name":"jack"})), node_property);
+    }
+
+    #[test]
+    fn test_insert_raw_edge() {
+        let mut node_property = HashMap::new();
+        let mut edge_property = HashMap::new();
+
+        node_property.insert(0u32, json!({}));
+        node_property.insert(1, json!({}));
+        edge_property.insert((0, 1), json!({}));
+
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        let mut graph = SledProperty::with_data(
+            node_path,
+            edge_path,
+            node_property.into_iter(),
+            edge_property.into_iter(),
+            false,
+        )
+        .unwrap();
+
+        let new_prop = json!({"length":"5"});
+        let raw_prop = to_vec(&new_prop).unwrap();
+
+        graph.insert_edge_raw(0u32, 1u32, raw_prop).unwrap();
+        let edge_property = graph.get_edge_property_all(0u32, 1u32).unwrap();
+
+        assert_eq!(Some(json!({"length":"5"})), edge_property);
+    }
+
+    #[test]
+    fn test_extend_raw_node() {
+        let mut node_property = HashMap::new();
+        let mut edge_property = HashMap::new();
+
+        node_property.insert(0u32, json!({}));
+        node_property.insert(1, json!({}));
+        edge_property.insert((0, 1), json!({}));
+
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        let mut graph = SledProperty::with_data(
+            node_path,
+            edge_path,
+            node_property.into_iter(),
+            edge_property.into_iter(),
+            false,
+        )
+        .unwrap();
+
+        let new_prop = json!({"name":"jack"});
+        let raw_prop = to_vec(&new_prop).unwrap();
+
+        let raw_properties = vec![(0u32, raw_prop)].into_iter();
+        graph.extend_node_raw(raw_properties).unwrap();
+        let node_property = graph.get_node_property_all(0u32).unwrap();
+
+        assert_eq!(Some(json!({"name":"jack"})), node_property);
+    }
+
+    #[test]
+    fn test_extend_raw_edge() {
+        let mut node_property = HashMap::new();
+        let mut edge_property = HashMap::new();
+
+        node_property.insert(0u32, json!({}));
+        node_property.insert(1, json!({}));
+        edge_property.insert((0, 1), json!({}));
+
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        let mut graph = SledProperty::with_data(
+            node_path,
+            edge_path,
+            node_property.into_iter(),
+            edge_property.into_iter(),
+            false,
+        )
+        .unwrap();
+
+        let new_prop = json!({"length":"15"});
+        let raw_prop = to_vec(&new_prop).unwrap();
+
+        let raw_properties = vec![((0u32, 1u32), raw_prop)].into_iter();
+        graph.extend_edge_raw(raw_properties).unwrap();
+        let edge_property = graph.get_edge_property_all(0u32, 1u32).unwrap();
+
+        assert_eq!(Some(json!({"length":"15"})), edge_property);
+    }
+
+    #[test]
+    fn test_create_new_sled() {
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        {
+            let mut graph0 = SledProperty::new(node_path, edge_path, false).unwrap();
+
+            graph0
+                .insert_node_property(0u32, json!({"name": "jack"}))
+                .unwrap();
+
+            assert_eq!(
+                graph0.get_node_property_all(0u32).unwrap(),
+                Some(json!({"name": "jack"}))
+            );
+        }
+
+        let graph1 = SledProperty::new(node_path, edge_path, false).unwrap();
+
+        assert_eq!(graph1.get_node_property_all(0u32).unwrap(), None);
+    }
+
+    #[test]
+    fn test_open_writable_sled() {
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        {
+            let mut graph0 = SledProperty::new(node_path, edge_path, false).unwrap();
+
+            graph0
+                .insert_node_property(0u32, json!({"name": "jack"}))
+                .unwrap();
+
+            assert_eq!(
+                graph0.get_node_property_all(0u32).unwrap(),
+                Some(json!({"name": "jack"}))
+            );
+        }
+
+        let mut graph1 = SledProperty::open(node_path, edge_path, false, false).unwrap();
+        assert_eq!(
+            graph1.get_node_property_all(0u32).unwrap(),
+            Some(json!({"name": "jack"}))
+        );
+
+        graph1
+            .insert_node_property(1u32, json!({"name": "tom"}))
+            .unwrap();
+        assert_eq!(
+            graph1.get_node_property_all(1u32).unwrap(),
+            Some(json!({"name": "tom"}))
+        );
+    }
+
+    #[test]
+    fn test_open_readonly_sled() {
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        {
+            let mut graph0 = SledProperty::new(node_path, edge_path, false).unwrap();
+
+            graph0
+                .insert_node_property(0u32, json!({"name": "jack"}))
+                .unwrap();
+
+            assert_eq!(
+                graph0.get_node_property_all(0u32).unwrap(),
+                Some(json!({"name": "jack"}))
+            );
+        }
+
+        let mut graph1 = SledProperty::open(node_path, edge_path, false, true).unwrap();
+        assert_eq!(
+            graph1.get_node_property_all(0u32).unwrap(),
+            Some(json!({"name": "jack"}))
+        );
+
+        let err = graph1
+            .insert_node_property(1u32, json!({"name": "tom"}))
+            .is_err();
+        assert_eq!(err, true);
+    }
+
+    #[test]
+    fn test_open_compressed_sled_with_compression() {
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        {
+            let mut graph0 = SledProperty::open(node_path, edge_path, false, false).unwrap();
+
+            graph0
+                .insert_node_property(0u32, json!({"name": "jack"}))
+                .unwrap();
+
+            assert_eq!(
+                graph0.get_node_property_all(0u32).unwrap(),
+                Some(json!({"name": "jack"}))
+            );
+        }
+
+        let mut graph1 = SledProperty::open(node_path, edge_path, false, false).unwrap();
+        assert_eq!(
+            graph1.get_node_property_all(0u32).unwrap(),
+            Some(json!({"name": "jack"}))
+        );
+
+        graph1
+            .insert_node_property(1u32, json!({"name": "tom"}))
+            .unwrap();
+        assert_eq!(
+            graph1.get_node_property_all(1u32).unwrap(),
+            Some(json!({"name": "tom"}))
+        );
+    }
+
+    #[test]
+    #[should_panic]
+    fn test_open_compressed_sled_without_compression() {
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        {
+            let mut graph0 = SledProperty::open(node_path, edge_path, false, false).unwrap();
+
+            graph0
+                .insert_node_property(0u32, json!({"name": "jack"}))
+                .unwrap();
+
+            assert_eq!(
+                graph0.get_node_property_all(0u32).unwrap(),
+                Some(json!({"name": "jack"}))
+            );
+        }
+
+        let err = SledProperty::open(node_path, edge_path, false, false).is_err();
+
+        assert_eq!(err, true);
+    }
+
+    #[test]
+    fn test_open_sled_disable_snapshot() {
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        {
+            let mut graph0 = SledProperty::open(node_path, edge_path, false, false).unwrap();
+
+            graph0
+                .insert_node_property(0u32, json!({"name": "jack"}))
+                .unwrap();
+
+            assert_eq!(
+                graph0.get_node_property_all(0u32).unwrap(),
+                Some(json!({"name": "jack"}))
+            );
+        }
+
+        let graph1 = SledProperty::open(node_path, edge_path, false, false).unwrap();
+
+        assert_eq!(
+            graph1.get_node_property_all(0u32).unwrap(),
+            Some(json!({"name": "jack"}))
+        );
+    }
+
+    #[test]
+    fn test_scan_node_property() {
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        let mut graph0 = SledProperty::new(node_path, edge_path, false).unwrap();
+
+        graph0
+            .insert_node_property(0u32, json!({"name": "jack"}))
+            .unwrap();
+
+        graph0
+            .insert_node_property(1u32, json!({"name": "tom"}))
+            .unwrap();
+
+        let mut iter = graph0.scan_node_property_all();
+        assert_eq!(
+            (0u32, json!({"name": "jack"})),
+            iter.next().unwrap().unwrap()
+        );
+        assert_eq!(
+            (1u32, json!({"name": "tom"})),
+            iter.next().unwrap().unwrap()
+        );
+    }
+
+    #[test]
+    fn test_scan_edge_property() {
+        let node = tempdir::TempDir::new("node").unwrap();
+        let edge = tempdir::TempDir::new("edge").unwrap();
+
+        let node_path = node.path();
+        let edge_path = edge.path();
+
+        let mut graph0 = SledProperty::new(node_path, edge_path, false).unwrap();
+
+        graph0
+            .insert_edge_property(0u32, 1u32, json!({"length": "5"}))
+            .unwrap();
+
+        graph0
+            .insert_edge_property(1u32, 2u32, json!({"length": "10"}))
+            .unwrap();
+
+        let mut iter: Iter<Result<((u32, u32), _), PropertyError>> =
+            graph0.scan_edge_property_all();
+
+        assert_eq!(
+            ((0u32, 1u32), json!({"length": "5"})),
+            iter.next().unwrap().unwrap()
+        );
+        assert_eq!(
+            ((1u32, 2u32), json!({"length": "10"})),
+            iter.next().unwrap().unwrap()
+        );
+    }
+}
diff --git a/src/property/tikv_property.rs b/src/property/tikv_property.rs
index 64c0f2c4..a1f3b471 100644
--- a/src/property/tikv_property.rs
+++ b/src/property/tikv_property.rs
@@ -1,41 +1,251 @@
+use std::collections::BTreeMap;
+use std::mem::swap;
+
+use tikv_client::raw::{Client, Connect};
 use tikv_client::Config;
-use crate::property::PropertyError;
-use tikv_client::raw::Client;
+use tikv_client::Value;
+
+use crate::serde_json::Value as JsonValue;
+use serde::de::DeserializeOwned;
+use serde::Serialize;
+use serde_json::{from_slice, to_value};
+
+use crate::generic::{IdType, Iter};
+use crate::property::{PropertyError, PropertyGraph};
 
 pub struct TikvProperty {
-    config: Config
+    tikv_config: Config,
+    is_directed: bool,
 }
 
 impl TikvProperty {
-    pub fn new(config: Config) -> Result<Self, PropertyError> {
+    /// New tikv-client with destroying all kv-pairs first if any
+    pub fn new(tikv_config: Config, is_directed: bool) -> Result<Self, PropertyError> {
+        futures::executor::block_on(async {
+            let connection = Client::connect(tikv_config.clone());
+            let client = connection.await.expect("Connect to pd-server failed!");
+            client
+                .delete_range("".to_owned()..)
+                .await
+                .expect("Delete all kv-pairs failed!");
+        });
+
+        Ok(TikvProperty {
+            tikv_config,
+            is_directed,
+        })
+    }
+
+    pub fn open(tikv_config: Config, is_directed: bool) -> Result<Self, PropertyError> {
         Ok(TikvProperty {
-            config
+            tikv_config,
+            is_directed,
+        })
+    }
+
+    pub fn with_data<Id: IdType + Serialize + DeserializeOwned, N, E>(
+        tikv_config: Config,
+        node_property: N,
+        edge_property: E,
+        is_directed: bool,
+    ) -> Result<Self, PropertyError>
+    where
+        N: Iterator<Item = (Id, JsonValue)>,
+        E: Iterator<Item = ((Id, Id), JsonValue)>,
+    {
+        let mut prop = Self::open(tikv_config, is_directed)?;
+        prop.extend_node_property(node_property)?;
+        prop.extend_edge_property(edge_property)?;
+
+        Ok(prop)
+    }
+
+    #[inline(always)]
+    fn swap_edge<Id: IdType>(&self, a: &mut Id, b: &mut Id) {
+        if !self.is_directed && a > b {
+            swap(a, b)
+        }
+    }
+
+    fn get_property(
+        &self,
+        key: Vec<u8>,
+        names: Vec<String>,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        futures::executor::block_on(async {
+            let connection = Client::connect(self.tikv_config.clone());
+            let client = connection.await?;
+            let _value = client.get(key).await?;
+            match _value {
+                Some(value_bytes) => {
+                    let value_parsed: JsonValue = from_slice((&value_bytes).into())?;
+                    let mut result = BTreeMap::<String, JsonValue>::new();
+                    for name in names {
+                        if value_parsed.get(&name).is_some() {
+                            result.insert(name.clone(), value_parsed[&name].clone());
+                        }
+                    }
+                    Ok(Some(to_value(result)?))
+                }
+                None => Ok(None),
+            }
+        })
+    }
+
+    fn get_property_all(&self, key: Vec<u8>) -> Result<Option<JsonValue>, PropertyError> {
+        futures::executor::block_on(async {
+            let connection = Client::connect(self.tikv_config.clone());
+            let client = connection.await?;
+            let _value = client.get(key).await?;
+            match _value {
+                Some(value_bytes) => {
+                    let value_parsed: JsonValue = from_slice((&value_bytes).into())?;
+                    Ok(Some(value_parsed))
+                }
+                None => Ok(None),
+            }
         })
     }
 }
 
+impl<Id: IdType + Serialize + DeserializeOwned> PropertyGraph<Id> for TikvProperty {
+    #[inline]
+    fn get_node_property(
+        &self,
+        id: Id,
+        names: Vec<String>,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        let id_bytes = bincode::serialize(&id)?;
+        self.get_property(id_bytes, names)
+    }
+
+    #[inline]
+    fn get_edge_property(
+        &self,
+        mut src: Id,
+        mut dst: Id,
+        names: Vec<String>,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        if !self.is_directed {
+            self.swap_edge(&mut src, &mut dst);
+        }
+
+        let id_bytes = bincode::serialize(&(src, dst))?;
+        self.get_property(id_bytes, names)
+    }
+
+    fn get_node_property_all(&self, id: Id) -> Result<Option<JsonValue>, PropertyError> {
+        let id_bytes = bincode::serialize(&id)?;
+        self.get_property_all(id_bytes)
+    }
+
+    fn get_edge_property_all(
+        &self,
+        mut src: Id,
+        mut dst: Id,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        if !self.is_directed {
+            self.swap_edge(&mut src, &mut dst);
+        }
+
+        let id_bytes = bincode::serialize(&(src, dst))?;
+        self.get_property_all(id_bytes)
+    }
+
+    fn insert_node_property(
+        &mut self,
+        id: Id,
+        prop: JsonValue,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        unimplemented!()
+    }
+
+    fn insert_edge_property(
+        &mut self,
+        src: Id,
+        dst: Id,
+        prop: JsonValue,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        unimplemented!()
+    }
+
+    fn extend_node_property<I: IntoIterator<Item = (Id, JsonValue)>>(
+        &mut self,
+        props: I,
+    ) -> Result<(), PropertyError> {
+        unimplemented!()
+    }
+
+    fn extend_edge_property<I: IntoIterator<Item = ((Id, Id), JsonValue)>>(
+        &mut self,
+        props: I,
+    ) -> Result<(), PropertyError> {
+        unimplemented!()
+    }
+
+    fn insert_node_raw(
+        &mut self,
+        id: Id,
+        prop: Vec<u8>,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        unimplemented!()
+    }
+
+    fn insert_edge_raw(
+        &mut self,
+        src: Id,
+        dst: Id,
+        prop: Vec<u8>,
+    ) -> Result<Option<JsonValue>, PropertyError> {
+        unimplemented!()
+    }
+
+    fn extend_node_raw<I: IntoIterator<Item = (Id, Vec<u8>)>>(
+        &mut self,
+        props: I,
+    ) -> Result<(), PropertyError> {
+        unimplemented!()
+    }
+
+    fn extend_edge_raw<I: IntoIterator<Item = ((Id, Id), Vec<u8>)>>(
+        &mut self,
+        props: I,
+    ) -> Result<(), PropertyError> {
+        unimplemented!()
+    }
+
+    fn scan_node_property_all(&self) -> Iter<Result<(Id, JsonValue), PropertyError>> {
+        unimplemented!()
+    }
+
+    fn scan_edge_property_all(&self) -> Iter<Result<((Id, Id), JsonValue), PropertyError>> {
+        unimplemented!()
+    }
+}
+
 #[cfg(test)]
 mod test {
     extern crate tikv_client;
 
-    use tikv_client::{*};
     use tikv_client::raw::Client;
+    use tikv_client::*;
 
     #[test]
     fn test_tikv_put_get() {
-        futures::executor::block_on(
-            async {
-                let connect = Client::connect(Config::new(vec!["192.168.2.2"]));
-                let client = connect.await.unwrap();
-                const KEY: &str = "Tikv";
-                const VALUE: &str = "Rust";
-                client.put(KEY.to_owned(), VALUE.to_owned()).await.unwrap();
-                println!("Put key {:?}, value {:?}.", KEY, VALUE);
-
-                let value: Option<Value> = client.get(KEY.to_owned()).await?;
-                assert_eq!(value, Some(Value::from(VALUE.to_owned())));
-                println!("Get key `{}` returned value {:?}.", KEY, value);
-            }
-        );
+        futures::executor::block_on(async {
+            let connect = Client::connect(Config::new(vec!["192.168.2.2"]));
+            let client = connect.await.expect("Connect to pd-server failed");
+            const KEY: &str = "Tikv";
+            const VALUE: &str = "Rust";
+            client
+                .put(KEY.to_owned(), VALUE.to_owned())
+                .await
+                .expect("Put kv-pair failed");
+            println!("Put key {:?}, value {:?}.", KEY, VALUE);
+
+            let value: Option<Value> = client.get(KEY.to_owned()).await.expect("get key failed");
+            assert_eq!(value, Some(Value::from(VALUE.to_owned())));
+            println!("Get key `{}` returned value {:?}.", KEY, value);
+        });
     }
-}
\ No newline at end of file
+}
diff --git a/tests/algorithm.rs b/tests/algorithm.rs
index c7ccd8af..09b9605e 100644
--- a/tests/algorithm.rs
+++ b/tests/algorithm.rs
@@ -1,1122 +1,1122 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-extern crate rust_graph;
-
-use rust_graph::algorithm::{graph_induce, graph_minus, graph_union, Bfs, ConnComp, Dfs};
-use rust_graph::graph_impl::{DiGraphMap, UnGraphMap};
-use rust_graph::prelude::*;
-
-#[test]
-fn test_cc_undirected_one_component() {
-    let mut graph = UnGraphMap::<Void>::new();
-    graph.add_edge(1, 2, None);
-    graph.add_edge(2, 3, None);
-
-    let cc = ConnComp::new(&graph);
-
-    assert_eq!(cc.get_count(), 1);
-
-    assert_eq!(cc.is_connected(1, 2), true);
-    assert_eq!(cc.is_connected(2, 3), true);
-    assert_eq!(cc.is_connected(1, 3), true);
-
-    assert_eq!(cc.get_connected_nodes(1).unwrap().len(), 3);
-    assert_eq!(cc.get_connected_nodes(2).unwrap().len(), 3);
-    assert_eq!(cc.get_connected_nodes(3).unwrap().len(), 3);
-}
-
-#[test]
-fn test_cc_undirected_seperate_components() {
-    let mut graph = UnGraphMap::<u32>::new();
-    graph.add_edge(1, 2, Some(5));
-    graph.add_edge(3, 4, Some(5));
-    graph.add_edge(3, 4, Some(10));
-
-    let cc = ConnComp::new(&graph);
-
-    assert_eq!(cc.get_count(), 2);
-
-    assert_eq!(cc.is_connected(1, 2), true);
-    assert_eq!(cc.is_connected(2, 3), false);
-    assert_eq!(cc.is_connected(1, 3), false);
-    assert_eq!(cc.is_connected(1, 4), false);
-    assert_eq!(cc.is_connected(2, 4), false);
-    assert_eq!(cc.is_connected(3, 4), true);
-
-    assert_eq!(cc.get_connected_nodes(1).unwrap().len(), 2);
-    assert_eq!(cc.get_connected_nodes(2).unwrap().len(), 2);
-    assert_eq!(cc.get_connected_nodes(3).unwrap().len(), 2);
-    assert_eq!(cc.get_connected_nodes(4).unwrap().len(), 2);
-}
-
-#[test]
-fn test_cc_directed_one_component() {
-    let mut graph = DiGraphMap::<Void>::new();
-    graph.add_edge(1, 2, None);
-    graph.add_edge(2, 3, None);
-
-    let cc = ConnComp::new(&graph);
-
-    assert_eq!(cc.get_count(), 1);
-
-    assert_eq!(cc.is_connected(1, 2), true);
-    assert_eq!(cc.is_connected(2, 3), true);
-    assert_eq!(cc.is_connected(1, 3), true);
-
-    assert_eq!(cc.get_connected_nodes(1).unwrap().len(), 3);
-    assert_eq!(cc.get_connected_nodes(2).unwrap().len(), 3);
-    assert_eq!(cc.get_connected_nodes(3).unwrap().len(), 3);
-}
-
-#[test]
-fn test_cc_directed_seperate_components() {
-    let mut graph = DiGraphMap::<Void>::new();
-    graph.add_edge(1, 2, None);
-    graph.add_edge(3, 4, None);
-
-    let cc = ConnComp::new(&graph);
-
-    assert_eq!(cc.get_count(), 2);
-
-    assert_eq!(cc.is_connected(1, 2), true);
-    assert_eq!(cc.is_connected(2, 3), false);
-    assert_eq!(cc.is_connected(1, 3), false);
-    assert_eq!(cc.is_connected(1, 4), false);
-    assert_eq!(cc.is_connected(2, 4), false);
-    assert_eq!(cc.is_connected(3, 4), true);
-
-    assert_eq!(cc.get_connected_nodes(1).unwrap().len(), 2);
-    assert_eq!(cc.get_connected_nodes(2).unwrap().len(), 2);
-    assert_eq!(cc.get_connected_nodes(3).unwrap().len(), 2);
-    assert_eq!(cc.get_connected_nodes(4).unwrap().len(), 2);
-}
-
-#[test]
-fn test_bfs_undirected_one_component() {
-    let mut graph = UnGraphMap::<Void>::new();
-    graph.add_edge(1, 2, None);
-    graph.add_edge(2, 3, None);
-
-    let mut bfs = Bfs::new(&graph, Some(1));
-    let x = bfs.next();
-    assert_eq!(x, Some(1));
-    let x = bfs.next();
-    assert_eq!(x, Some(2));
-    let x = bfs.next();
-    assert_eq!(x, Some(3));
-    let x = bfs.next();
-    assert_eq!(x, None);
-}
-
-#[test]
-fn test_bfs_undirected_radomly_chosen_start() {
-    let mut graph = UnGraphMap::<Void>::new();
-    graph.add_edge(1, 2, None);
-
-    let mut bfs = Bfs::new(&graph, None);
-    let x = bfs.next();
-    let result = x == Some(1) || x == Some(2);
-    assert_eq!(result, true);
-}
-
-#[test]
-fn test_bfs_undirected_seperate_components() {
-    let mut graph = UnGraphMap::<Void>::new();
-    graph.add_edge(1, 2, None);
-    graph.add_edge(3, 4, None);
-
-    let mut bfs = Bfs::new(&graph, Some(1));
-    let x = bfs.next();
-    assert_eq!(x, Some(1));
-    let x = bfs.next();
-    assert_eq!(x, Some(2));
-    let x = bfs.next();
-    let result = x == Some(3) || x == Some(4);
-    assert_eq!(result, true);
-}
-
-#[test]
-fn test_bfs_directed_one_component() {
-    let mut graph = DiGraphMap::<Void>::new();
-    graph.add_edge(2, 1, None);
-    graph.add_edge(3, 1, None);
-
-    let mut bfs = Bfs::new(&graph, Some(1));
-    let x = bfs.next();
-    assert_eq!(x, Some(1));
-    let x = bfs.next();
-    let result = x == Some(3) || x == Some(2);
-    assert_eq!(result, true);
-}
-
-#[test]
-fn test_bfs_directed_radomly_chosen_start() {
-    let mut graph = DiGraphMap::<Void>::new();
-    graph.add_edge(1, 2, None);
-
-    let mut bfs = Bfs::new(&graph, None);
-    let x = bfs.next();
-    let result = x == Some(1) || x == Some(2);
-    assert_eq!(result, true);
-}
-
-#[test]
-fn test_bfs_directed_seperate_components() {
-    let mut graph = DiGraphMap::<Void>::new();
-    graph.add_edge(1, 2, None);
-    graph.add_edge(3, 4, None);
-
-    let mut bfs = Bfs::new(&graph, Some(1));
-    let x = bfs.next();
-    assert_eq!(x, Some(1));
-    let x = bfs.next();
-    assert_eq!(x, Some(2));
-    let x = bfs.next();
-    let result = x == Some(3) || x == Some(4);
-    assert_eq!(result, true);
-}
-
-#[test]
-fn test_dfs_undirected_one_component() {
-    let mut graph = UnGraphMap::<Void>::new();
-    graph.add_edge(1, 2, None);
-    graph.add_edge(2, 3, None);
-
-    let mut dfs = Dfs::new(&graph, Some(1));
-    let x = dfs.next();
-    assert_eq!(x, Some(1));
-    let x = dfs.next();
-    assert_eq!(x, Some(2));
-    let x = dfs.next();
-    assert_eq!(x, Some(3));
-    let x = dfs.next();
-    assert_eq!(x, None);
-}
-
-#[test]
-fn test_dfs_undirected_radomly_chosen_start() {
-    let mut graph = UnGraphMap::<Void>::new();
-    graph.add_edge(1, 2, None);
-
-    let mut dfs = Dfs::new(&graph, None);
-    let x = dfs.next();
-    let result = x == Some(1) || x == Some(2);
-    assert_eq!(result, true);
-}
-
-#[test]
-fn test_dfs_undirected_seperate_components() {
-    let mut graph = UnGraphMap::<Void>::new();
-    graph.add_edge(1, 2, None);
-    graph.add_edge(3, 4, None);
-
-    let mut dfs = Dfs::new(&graph, Some(1));
-    let x = dfs.next();
-    assert_eq!(x, Some(1));
-    let x = dfs.next();
-    assert_eq!(x, Some(2));
-    let x = dfs.next();
-    let result = x == Some(3) || x == Some(4);
-    assert_eq!(result, true);
-}
-
-#[test]
-fn test_dfs_directed_one_component() {
-    let mut graph = DiGraphMap::<Void>::new();
-    graph.add_edge(2, 1, None);
-    graph.add_edge(3, 1, None);
-
-    let mut dfs = Dfs::new(&graph, Some(1));
-    let x = dfs.next();
-    assert_eq!(x, Some(1));
-    let x = dfs.next();
-    let result = x == Some(3) || x == Some(2);
-    assert_eq!(result, true);
-}
-
-#[test]
-fn test_dfs_directed_radomly_chosen_start() {
-    let mut graph = DiGraphMap::<Void>::new();
-    graph.add_edge(1, 2, None);
-
-    let mut dfs = Dfs::new(&graph, None);
-    let x = dfs.next();
-    let result = x == Some(1) || x == Some(2);
-    assert_eq!(result, true);
-}
-
-#[test]
-fn test_dfs_directed_seperate_components() {
-    let mut graph = DiGraphMap::<Void>::new();
-    graph.add_edge(1, 2, None);
-    graph.add_edge(3, 4, None);
-
-    let mut dfs = Dfs::new(&graph, Some(1));
-    let x = dfs.next();
-    assert_eq!(x, Some(1));
-    let x = dfs.next();
-    assert_eq!(x, Some(2));
-    let x = dfs.next();
-    let result = x == Some(3) || x == Some(4);
-    assert_eq!(result, true);
-}
-
-#[test]
-fn test_graph_union_directed_graphs() {
-    let mut graph0 = DiGraphMap::<u32>::new();
-    graph0.add_node(1, Some(0));
-    graph0.add_node(2, Some(1));
-    graph0.add_edge(1, 2, Some(10));
-
-    let mut graph1 = DiGraphMap::<u32>::new();
-    graph1.add_node(3, Some(2));
-    graph1.add_node(4, Some(3));
-    graph1.add_edge(3, 4, Some(20));
-
-    let result_graph = graph_union(&graph0, &graph1);
-
-    assert_eq!(result_graph.node_count(), 4);
-    assert_eq!(result_graph.edge_count(), 2);
-
-    assert_eq!(result_graph.has_node(1), true);
-    assert_eq!(result_graph.has_node(2), true);
-    assert_eq!(result_graph.has_node(3), true);
-    assert_eq!(result_graph.has_node(4), true);
-
-    assert_eq!(result_graph.has_edge(1, 2), true);
-    assert_eq!(result_graph.has_edge(3, 4), true);
-    assert_eq!(result_graph.has_edge(2, 1), false);
-    assert_eq!(result_graph.has_edge(4, 3), false);
-    assert_eq!(result_graph.has_edge(2, 3), false);
-    assert_eq!(result_graph.has_edge(1, 4), false);
-
-    assert_eq!(result_graph.get_node_label(1), Some(&0));
-    assert_eq!(result_graph.get_node_label(2), Some(&1));
-    assert_eq!(result_graph.get_node_label(3), Some(&2));
-    assert_eq!(result_graph.get_node_label(4), Some(&3));
-
-    assert_eq!(result_graph.get_edge_label(1, 2), Some(&10));
-    assert_eq!(result_graph.get_edge_label(3, 4), Some(&20));
-    assert_eq!(result_graph.get_edge_label(1, 4), None);
-    assert_eq!(result_graph.get_edge_label(2, 3), None);
-    assert_eq!(result_graph.get_edge_label(2, 1), None);
-    assert_eq!(result_graph.get_edge_label(4, 3), None);
-}
-
-#[test]
-fn test_graph_union_undirected_graphs() {
-    let mut graph0 = UnGraphMap::<u32>::new();
-    graph0.add_node(1, Some(0));
-    graph0.add_node(2, Some(1));
-    graph0.add_edge(1, 2, Some(10));
-
-    let mut graph1 = UnGraphMap::<u32>::new();
-    graph1.add_node(3, Some(2));
-    graph1.add_node(4, Some(3));
-    graph1.add_edge(3, 4, Some(20));
-
-    let result_graph = graph_union(&graph0, &graph1);
-
-    assert_eq!(result_graph.node_count(), 4);
-    assert_eq!(result_graph.edge_count(), 2);
-
-    assert_eq!(result_graph.has_node(1), true);
-    assert_eq!(result_graph.has_node(2), true);
-    assert_eq!(result_graph.has_node(3), true);
-    assert_eq!(result_graph.has_node(4), true);
-
-    assert_eq!(result_graph.has_edge(1, 2), true);
-    assert_eq!(result_graph.has_edge(3, 4), true);
-    assert_eq!(result_graph.has_edge(2, 1), true);
-    assert_eq!(result_graph.has_edge(4, 3), true);
-    assert_eq!(result_graph.has_edge(2, 3), false);
-    assert_eq!(result_graph.has_edge(1, 4), false);
-
-    assert_eq!(result_graph.get_node_label(1), Some(&0));
-    assert_eq!(result_graph.get_node_label(2), Some(&1));
-    assert_eq!(result_graph.get_node_label(3), Some(&2));
-    assert_eq!(result_graph.get_node_label(4), Some(&3));
-
-    assert_eq!(result_graph.get_edge_label(1, 2), Some(&10));
-    assert_eq!(result_graph.get_edge_label(3, 4), Some(&20));
-    assert_eq!(result_graph.get_edge_label(1, 4), None);
-    assert_eq!(result_graph.get_edge_label(2, 3), None);
-    assert_eq!(result_graph.get_edge_label(2, 1), Some(&10));
-    assert_eq!(result_graph.get_edge_label(4, 3), Some(&20));
-}
-
-#[test]
-fn test_graph_add_directed_graphs() {
-    let mut graph0 = DiGraphMap::<u32>::new();
-    graph0.add_node(1, Some(0));
-    graph0.add_node(2, Some(1));
-    graph0.add_edge(1, 2, Some(10));
-
-    let mut graph1 = DiGraphMap::<u32>::new();
-    graph1.add_node(3, Some(2));
-    graph1.add_node(4, Some(3));
-    graph1.add_edge(3, 4, Some(20));
-
-    let result_graph = graph0.as_general_graph() + graph1.as_general_graph();
-
-    assert_eq!(result_graph.node_count(), 4);
-    assert_eq!(result_graph.edge_count(), 2);
-
-    assert_eq!(result_graph.has_node(1), true);
-    assert_eq!(result_graph.has_node(2), true);
-    assert_eq!(result_graph.has_node(3), true);
-    assert_eq!(result_graph.has_node(4), true);
-
-    assert_eq!(result_graph.has_edge(1, 2), true);
-    assert_eq!(result_graph.has_edge(3, 4), true);
-    assert_eq!(result_graph.has_edge(2, 1), false);
-    assert_eq!(result_graph.has_edge(4, 3), false);
-    assert_eq!(result_graph.has_edge(2, 3), false);
-    assert_eq!(result_graph.has_edge(1, 4), false);
-
-    assert_eq!(result_graph.get_node_label(1), Some(&0));
-    assert_eq!(result_graph.get_node_label(2), Some(&1));
-    assert_eq!(result_graph.get_node_label(3), Some(&2));
-    assert_eq!(result_graph.get_node_label(4), Some(&3));
-
-    assert_eq!(result_graph.get_edge_label(1, 2), Some(&10));
-    assert_eq!(result_graph.get_edge_label(3, 4), Some(&20));
-    assert_eq!(result_graph.get_edge_label(1, 4), None);
-    assert_eq!(result_graph.get_edge_label(2, 3), None);
-    assert_eq!(result_graph.get_edge_label(2, 1), None);
-    assert_eq!(result_graph.get_edge_label(4, 3), None);
-}
-
-#[test]
-fn test_graph_add_undirected_graphs() {
-    let mut graph0 = UnGraphMap::<u32>::new();
-    graph0.add_node(1, Some(0));
-    graph0.add_node(2, Some(1));
-    graph0.add_edge(1, 2, Some(10));
-
-    let mut graph1 = UnGraphMap::<u32>::new();
-    graph1.add_node(3, Some(2));
-    graph1.add_node(4, Some(3));
-    graph1.add_edge(3, 4, Some(20));
-
-    let box0: Box<dyn GeneralGraph<DefaultId, u32>> = Box::new(graph0);
-    let box1: Box<dyn GeneralGraph<DefaultId, u32>> = Box::new(graph1);
-    let result_graph = box0 + box1;
-
-    assert_eq!(result_graph.node_count(), 4);
-    assert_eq!(result_graph.edge_count(), 2);
-
-    assert_eq!(result_graph.has_node(1), true);
-    assert_eq!(result_graph.has_node(2), true);
-    assert_eq!(result_graph.has_node(3), true);
-    assert_eq!(result_graph.has_node(4), true);
-
-    assert_eq!(result_graph.has_edge(1, 2), true);
-    assert_eq!(result_graph.has_edge(3, 4), true);
-    assert_eq!(result_graph.has_edge(2, 1), true);
-    assert_eq!(result_graph.has_edge(4, 3), true);
-    assert_eq!(result_graph.has_edge(2, 3), false);
-    assert_eq!(result_graph.has_edge(1, 4), false);
-
-    assert_eq!(result_graph.get_node_label(1), Some(&0));
-    assert_eq!(result_graph.get_node_label(2), Some(&1));
-    assert_eq!(result_graph.get_node_label(3), Some(&2));
-    assert_eq!(result_graph.get_node_label(4), Some(&3));
-
-    assert_eq!(result_graph.get_edge_label(1, 2), Some(&10));
-    assert_eq!(result_graph.get_edge_label(3, 4), Some(&20));
-    assert_eq!(result_graph.get_edge_label(1, 4), None);
-    assert_eq!(result_graph.get_edge_label(2, 3), None);
-    assert_eq!(result_graph.get_edge_label(2, 1), Some(&10));
-    assert_eq!(result_graph.get_edge_label(4, 3), Some(&20));
-}
-
-#[test]
-fn test_graph_add_boxed_directed_generalgraphs() {
-    let mut graph0 = DiGraphMap::<u32>::new();
-    graph0.add_node(1, Some(0));
-    graph0.add_node(2, Some(1));
-    graph0.add_edge(1, 2, Some(10));
-
-    let mut graph1 = DiGraphMap::<u32>::new();
-    graph1.add_node(3, Some(2));
-    graph1.add_node(4, Some(3));
-    graph1.add_edge(3, 4, Some(20));
-
-    let box0: Box<dyn GeneralGraph<DefaultId, u32>> = Box::new(graph0);
-    let box1: Box<dyn GeneralGraph<DefaultId, u32>> = Box::new(graph1);
-    let result_graph = box0 + box1;
-
-    assert_eq!(result_graph.node_count(), 4);
-    assert_eq!(result_graph.edge_count(), 2);
-
-    assert_eq!(result_graph.has_node(1), true);
-    assert_eq!(result_graph.has_node(2), true);
-    assert_eq!(result_graph.has_node(3), true);
-    assert_eq!(result_graph.has_node(4), true);
-
-    assert_eq!(result_graph.has_edge(1, 2), true);
-    assert_eq!(result_graph.has_edge(3, 4), true);
-    assert_eq!(result_graph.has_edge(2, 1), false);
-    assert_eq!(result_graph.has_edge(4, 3), false);
-    assert_eq!(result_graph.has_edge(2, 3), false);
-    assert_eq!(result_graph.has_edge(1, 4), false);
-
-    assert_eq!(result_graph.get_node_label(1), Some(&0));
-    assert_eq!(result_graph.get_node_label(2), Some(&1));
-    assert_eq!(result_graph.get_node_label(3), Some(&2));
-    assert_eq!(result_graph.get_node_label(4), Some(&3));
-
-    assert_eq!(result_graph.get_edge_label(1, 2), Some(&10));
-    assert_eq!(result_graph.get_edge_label(3, 4), Some(&20));
-    assert_eq!(result_graph.get_edge_label(1, 4), None);
-    assert_eq!(result_graph.get_edge_label(2, 3), None);
-    assert_eq!(result_graph.get_edge_label(2, 1), None);
-    assert_eq!(result_graph.get_edge_label(4, 3), None);
-}
-
-#[test]
-fn test_graph_add_boxed_undirected_generalgraphs() {
-    let mut graph0 = UnGraphMap::<u32>::new();
-    graph0.add_node(1, Some(0));
-    graph0.add_node(2, Some(1));
-    graph0.add_edge(1, 2, Some(10));
-
-    let mut graph1 = UnGraphMap::<u32>::new();
-    graph1.add_node(3, Some(2));
-    graph1.add_node(4, Some(3));
-    graph1.add_edge(3, 4, Some(20));
-
-    let box0: Box<dyn GeneralGraph<DefaultId, u32>> = Box::new(graph0);
-    let box1: Box<dyn GeneralGraph<DefaultId, u32>> = Box::new(graph1);
-    let result_graph = box0 + box1;
-
-    assert_eq!(result_graph.node_count(), 4);
-    assert_eq!(result_graph.edge_count(), 2);
-
-    assert_eq!(result_graph.has_node(1), true);
-    assert_eq!(result_graph.has_node(2), true);
-    assert_eq!(result_graph.has_node(3), true);
-    assert_eq!(result_graph.has_node(4), true);
-
-    assert_eq!(result_graph.has_edge(1, 2), true);
-    assert_eq!(result_graph.has_edge(3, 4), true);
-    assert_eq!(result_graph.has_edge(2, 1), true);
-    assert_eq!(result_graph.has_edge(4, 3), true);
-    assert_eq!(result_graph.has_edge(2, 3), false);
-    assert_eq!(result_graph.has_edge(1, 4), false);
-
-    assert_eq!(result_graph.get_node_label(1), Some(&0));
-    assert_eq!(result_graph.get_node_label(2), Some(&1));
-    assert_eq!(result_graph.get_node_label(3), Some(&2));
-    assert_eq!(result_graph.get_node_label(4), Some(&3));
-
-    assert_eq!(result_graph.get_edge_label(1, 2), Some(&10));
-    assert_eq!(result_graph.get_edge_label(3, 4), Some(&20));
-    assert_eq!(result_graph.get_edge_label(1, 4), None);
-    assert_eq!(result_graph.get_edge_label(2, 3), None);
-    assert_eq!(result_graph.get_edge_label(2, 1), Some(&10));
-    assert_eq!(result_graph.get_edge_label(4, 3), Some(&20));
-}
-
-#[test]
-fn test_graph_minus_directed_boxed_typedgraphs() {
-    let mut graph0 = DiGraphMap::<u32>::new();
-    graph0.add_node(1, Some(0));
-    graph0.add_node(2, Some(1));
-    graph0.add_node(3, Some(2));
-    graph0.add_node(4, Some(3));
-    graph0.add_edge(1, 2, Some(10));
-    graph0.add_edge(3, 4, Some(20));
-
-    let mut graph1 = DiGraphMap::<u32>::new();
-    graph1.add_node(3, Some(2));
-    graph1.add_node(4, Some(3));
-    graph1.add_edge(3, 4, Some(20));
-
-    let result_graph = Box::new(graph0) - Box::new(graph1);
-
-    assert_eq!(result_graph.node_count(), 2);
-    assert_eq!(result_graph.edge_count(), 1);
-
-    assert_eq!(result_graph.has_node(1), true);
-    assert_eq!(result_graph.has_node(2), true);
-    assert_eq!(result_graph.has_node(3), false);
-    assert_eq!(result_graph.has_node(4), false);
-
-    assert_eq!(result_graph.has_edge(1, 2), true);
-    assert_eq!(result_graph.has_edge(3, 4), false);
-    assert_eq!(result_graph.has_edge(2, 1), false);
-    assert_eq!(result_graph.has_edge(4, 3), false);
-    assert_eq!(result_graph.has_edge(2, 3), false);
-    assert_eq!(result_graph.has_edge(1, 4), false);
-
-    assert_eq!(result_graph.get_node_label(1), Some(&0));
-    assert_eq!(result_graph.get_node_label(2), Some(&1));
-    assert_eq!(result_graph.get_node_label(3), None);
-    assert_eq!(result_graph.get_node_label(4), None);
-
-    assert_eq!(result_graph.get_edge_label(1, 2), Some(&10));
-    assert_eq!(result_graph.get_edge_label(3, 4), None);
-    assert_eq!(result_graph.get_edge_label(1, 4), None);
-    assert_eq!(result_graph.get_edge_label(2, 3), None);
-    assert_eq!(result_graph.get_edge_label(2, 1), None);
-    assert_eq!(result_graph.get_edge_label(4, 3), None);
-}
-
-#[test]
-fn test_graph_add_directed_typedgraphs() {
-    let mut graph0 = DiGraphMap::<u32>::new();
-    graph0.add_node(1, Some(0));
-    graph0.add_node(2, Some(1));
-    graph0.add_edge(1, 2, Some(10));
-
-    let mut graph1 = DiGraphMap::<u32>::new();
-    graph1.add_node(3, Some(2));
-    graph1.add_node(4, Some(3));
-    graph1.add_edge(3, 4, Some(20));
-
-    let result_graph = graph0 + graph1;
-
-    assert_eq!(result_graph.node_count(), 4);
-    assert_eq!(result_graph.edge_count(), 2);
-
-    assert_eq!(result_graph.has_node(1), true);
-    assert_eq!(result_graph.has_node(2), true);
-    assert_eq!(result_graph.has_node(3), true);
-    assert_eq!(result_graph.has_node(4), true);
-
-    assert_eq!(result_graph.has_edge(1, 2), true);
-    assert_eq!(result_graph.has_edge(3, 4), true);
-    assert_eq!(result_graph.has_edge(2, 1), false);
-    assert_eq!(result_graph.has_edge(4, 3), false);
-    assert_eq!(result_graph.has_edge(2, 3), false);
-    assert_eq!(result_graph.has_edge(1, 4), false);
-
-    assert_eq!(result_graph.get_node_label(1), Some(&0));
-    assert_eq!(result_graph.get_node_label(2), Some(&1));
-    assert_eq!(result_graph.get_node_label(3), Some(&2));
-    assert_eq!(result_graph.get_node_label(4), Some(&3));
-
-    assert_eq!(result_graph.get_edge_label(1, 2), Some(&10));
-    assert_eq!(result_graph.get_edge_label(3, 4), Some(&20));
-    assert_eq!(result_graph.get_edge_label(1, 4), None);
-    assert_eq!(result_graph.get_edge_label(2, 3), None);
-    assert_eq!(result_graph.get_edge_label(2, 1), None);
-    assert_eq!(result_graph.get_edge_label(4, 3), None);
-}
-
-#[test]
-fn test_graph_add_undirected_typedgraphs() {
-    let mut graph0 = UnGraphMap::<u32>::new();
-    graph0.add_node(1, Some(0));
-    graph0.add_node(2, Some(1));
-    graph0.add_edge(1, 2, Some(10));
-
-    let mut graph1 = UnGraphMap::<u32>::new();
-    graph1.add_node(3, Some(2));
-    graph1.add_node(4, Some(3));
-    graph1.add_edge(3, 4, Some(20));
-
-    let result_graph = graph0 + graph1;
-
-    assert_eq!(result_graph.node_count(), 4);
-    assert_eq!(result_graph.edge_count(), 2);
-
-    assert_eq!(result_graph.has_node(1), true);
-    assert_eq!(result_graph.has_node(2), true);
-    assert_eq!(result_graph.has_node(3), true);
-    assert_eq!(result_graph.has_node(4), true);
-
-    assert_eq!(result_graph.has_edge(1, 2), true);
-    assert_eq!(result_graph.has_edge(3, 4), true);
-    assert_eq!(result_graph.has_edge(2, 1), true);
-    assert_eq!(result_graph.has_edge(4, 3), true);
-    assert_eq!(result_graph.has_edge(2, 3), false);
-    assert_eq!(result_graph.has_edge(1, 4), false);
-
-    assert_eq!(result_graph.get_node_label(1), Some(&0));
-    assert_eq!(result_graph.get_node_label(2), Some(&1));
-    assert_eq!(result_graph.get_node_label(3), Some(&2));
-    assert_eq!(result_graph.get_node_label(4), Some(&3));
-
-    assert_eq!(result_graph.get_edge_label(1, 2), Some(&10));
-    assert_eq!(result_graph.get_edge_label(3, 4), Some(&20));
-    assert_eq!(result_graph.get_edge_label(1, 4), None);
-    assert_eq!(result_graph.get_edge_label(2, 3), None);
-    assert_eq!(result_graph.get_edge_label(2, 1), Some(&10));
-    assert_eq!(result_graph.get_edge_label(4, 3), Some(&20));
-}
-
-#[test]
-fn test_graph_minus_directed_graphs() {
-    let mut graph0 = DiGraphMap::<u32>::new();
-    graph0.add_node(1, Some(0));
-    graph0.add_node(2, Some(1));
-    graph0.add_node(3, Some(2));
-    graph0.add_node(4, Some(3));
-    graph0.add_edge(1, 2, Some(10));
-    graph0.add_edge(3, 4, Some(20));
-
-    let mut graph1 = DiGraphMap::<u32>::new();
-    graph1.add_node(3, Some(2));
-    graph1.add_node(4, Some(3));
-    graph1.add_edge(3, 4, Some(20));
-
-    let result_graph = graph_minus(&graph0, &graph1);
-
-    assert_eq!(result_graph.node_count(), 2);
-    assert_eq!(result_graph.edge_count(), 1);
-
-    assert_eq!(result_graph.has_node(1), true);
-    assert_eq!(result_graph.has_node(2), true);
-    assert_eq!(result_graph.has_node(3), false);
-    assert_eq!(result_graph.has_node(4), false);
-
-    assert_eq!(result_graph.has_edge(1, 2), true);
-    assert_eq!(result_graph.has_edge(3, 4), false);
-    assert_eq!(result_graph.has_edge(2, 1), false);
-    assert_eq!(result_graph.has_edge(4, 3), false);
-    assert_eq!(result_graph.has_edge(2, 3), false);
-    assert_eq!(result_graph.has_edge(1, 4), false);
-
-    assert_eq!(result_graph.get_node_label(1), Some(&0));
-    assert_eq!(result_graph.get_node_label(2), Some(&1));
-    assert_eq!(result_graph.get_node_label(3), None);
-    assert_eq!(result_graph.get_node_label(4), None);
-
-    assert_eq!(result_graph.get_edge_label(1, 2), Some(&10));
-    assert_eq!(result_graph.get_edge_label(3, 4), None);
-    assert_eq!(result_graph.get_edge_label(1, 4), None);
-    assert_eq!(result_graph.get_edge_label(2, 3), None);
-    assert_eq!(result_graph.get_edge_label(2, 1), None);
-    assert_eq!(result_graph.get_edge_label(4, 3), None);
-}
-
-#[test]
-fn test_graph_minus_undirected_graphs() {
-    let mut graph0 = UnGraphMap::<u32>::new();
-    graph0.add_node(1, Some(0));
-    graph0.add_node(2, Some(1));
-    graph0.add_node(3, Some(2));
-    graph0.add_node(4, Some(3));
-    graph0.add_edge(1, 2, Some(10));
-    graph0.add_edge(3, 4, Some(20));
-
-    let mut graph1 = UnGraphMap::<u32>::new();
-    graph1.add_node(3, Some(2));
-    graph1.add_node(4, Some(3));
-    graph1.add_edge(3, 4, Some(20));
-
-    let result_graph = graph_minus(&graph0, &graph1);
-
-    assert_eq!(result_graph.node_count(), 2);
-    assert_eq!(result_graph.edge_count(), 1);
-
-    assert_eq!(result_graph.has_node(1), true);
-    assert_eq!(result_graph.has_node(2), true);
-    assert_eq!(result_graph.has_node(3), false);
-    assert_eq!(result_graph.has_node(4), false);
-
-    assert_eq!(result_graph.has_edge(1, 2), true);
-    assert_eq!(result_graph.has_edge(3, 4), false);
-    assert_eq!(result_graph.has_edge(2, 1), true);
-    assert_eq!(result_graph.has_edge(4, 3), false);
-    assert_eq!(result_graph.has_edge(2, 3), false);
-    assert_eq!(result_graph.has_edge(1, 4), false);
-
-    assert_eq!(result_graph.get_node_label(1), Some(&0));
-    assert_eq!(result_graph.get_node_label(2), Some(&1));
-    assert_eq!(result_graph.get_node_label(3), None);
-    assert_eq!(result_graph.get_node_label(4), None);
-
-    assert_eq!(result_graph.get_edge_label(1, 2), Some(&10));
-    assert_eq!(result_graph.get_edge_label(3, 4), None);
-    assert_eq!(result_graph.get_edge_label(1, 4), None);
-    assert_eq!(result_graph.get_edge_label(2, 3), None);
-    assert_eq!(result_graph.get_edge_label(2, 1), Some(&10));
-    assert_eq!(result_graph.get_edge_label(4, 3), None);
-}
-
-#[test]
-fn test_graph_sub_directed_graphs() {
-    let mut graph0 = DiGraphMap::<u32>::new();
-    graph0.add_node(1, Some(0));
-    graph0.add_node(2, Some(1));
-    graph0.add_node(3, Some(2));
-    graph0.add_node(4, Some(3));
-    graph0.add_edge(1, 2, Some(10));
-    graph0.add_edge(3, 4, Some(20));
-
-    let mut graph1 = DiGraphMap::<u32>::new();
-    graph1.add_node(3, Some(2));
-    graph1.add_node(4, Some(3));
-    graph1.add_edge(3, 4, Some(20));
-
-    let result_graph = graph0 - graph1;
-
-    assert_eq!(result_graph.node_count(), 2);
-    assert_eq!(result_graph.edge_count(), 1);
-
-    assert_eq!(result_graph.has_node(1), true);
-    assert_eq!(result_graph.has_node(2), true);
-    assert_eq!(result_graph.has_node(3), false);
-    assert_eq!(result_graph.has_node(4), false);
-
-    assert_eq!(result_graph.has_edge(1, 2), true);
-    assert_eq!(result_graph.has_edge(3, 4), false);
-    assert_eq!(result_graph.has_edge(2, 1), false);
-    assert_eq!(result_graph.has_edge(4, 3), false);
-    assert_eq!(result_graph.has_edge(2, 3), false);
-    assert_eq!(result_graph.has_edge(1, 4), false);
-
-    assert_eq!(result_graph.get_node_label(1), Some(&0));
-    assert_eq!(result_graph.get_node_label(2), Some(&1));
-    assert_eq!(result_graph.get_node_label(3), None);
-    assert_eq!(result_graph.get_node_label(4), None);
-
-    assert_eq!(result_graph.get_edge_label(1, 2), Some(&10));
-    assert_eq!(result_graph.get_edge_label(3, 4), None);
-    assert_eq!(result_graph.get_edge_label(1, 4), None);
-    assert_eq!(result_graph.get_edge_label(2, 3), None);
-    assert_eq!(result_graph.get_edge_label(2, 1), None);
-    assert_eq!(result_graph.get_edge_label(4, 3), None);
-}
-
-#[test]
-fn test_graph_sub_undirected_graphs() {
-    let mut graph0 = UnGraphMap::<u32>::new();
-    graph0.add_node(1, Some(0));
-    graph0.add_node(2, Some(1));
-    graph0.add_node(3, Some(2));
-    graph0.add_node(4, Some(3));
-    graph0.add_edge(1, 2, Some(10));
-    graph0.add_edge(3, 4, Some(20));
-
-    let mut graph1 = UnGraphMap::<u32>::new();
-    graph1.add_node(3, Some(2));
-    graph1.add_node(4, Some(3));
-    graph1.add_edge(3, 4, Some(20));
-
-    let result_graph = graph0 - graph1;
-
-    assert_eq!(result_graph.node_count(), 2);
-    assert_eq!(result_graph.edge_count(), 1);
-
-    assert_eq!(result_graph.has_node(1), true);
-    assert_eq!(result_graph.has_node(2), true);
-    assert_eq!(result_graph.has_node(3), false);
-    assert_eq!(result_graph.has_node(4), false);
-
-    assert_eq!(result_graph.has_edge(1, 2), true);
-    assert_eq!(result_graph.has_edge(3, 4), false);
-    assert_eq!(result_graph.has_edge(2, 1), true);
-    assert_eq!(result_graph.has_edge(4, 3), false);
-    assert_eq!(result_graph.has_edge(2, 3), false);
-    assert_eq!(result_graph.has_edge(1, 4), false);
-
-    assert_eq!(result_graph.get_node_label(1), Some(&0));
-    assert_eq!(result_graph.get_node_label(2), Some(&1));
-    assert_eq!(result_graph.get_node_label(3), None);
-    assert_eq!(result_graph.get_node_label(4), None);
-
-    assert_eq!(result_graph.get_edge_label(1, 2), Some(&10));
-    assert_eq!(result_graph.get_edge_label(3, 4), None);
-    assert_eq!(result_graph.get_edge_label(1, 4), None);
-    assert_eq!(result_graph.get_edge_label(2, 3), None);
-    assert_eq!(result_graph.get_edge_label(2, 1), Some(&10));
-    assert_eq!(result_graph.get_edge_label(4, 3), None);
-}
-
-#[test]
-fn test_graph_sub_boxed_directed_generalgraphs() {
-    let mut graph0 = DiGraphMap::<u32>::new();
-    graph0.add_node(1, Some(0));
-    graph0.add_node(2, Some(1));
-    graph0.add_node(3, Some(2));
-    graph0.add_node(4, Some(3));
-    graph0.add_edge(1, 2, Some(10));
-    graph0.add_edge(3, 4, Some(20));
-
-    let mut graph1 = DiGraphMap::<u32>::new();
-    graph1.add_node(3, Some(2));
-    graph1.add_node(4, Some(3));
-    graph1.add_edge(3, 4, Some(20));
-
-    let box0: Box<dyn GeneralGraph<DefaultId, u32>> = Box::new(graph0);
-    let box1: Box<dyn GeneralGraph<DefaultId, u32>> = Box::new(graph1);
-    let result_graph = box0 - box1;
-
-    assert_eq!(result_graph.node_count(), 2);
-    assert_eq!(result_graph.edge_count(), 1);
-
-    assert_eq!(result_graph.has_node(1), true);
-    assert_eq!(result_graph.has_node(2), true);
-    assert_eq!(result_graph.has_node(3), false);
-    assert_eq!(result_graph.has_node(4), false);
-
-    assert_eq!(result_graph.has_edge(1, 2), true);
-    assert_eq!(result_graph.has_edge(3, 4), false);
-    assert_eq!(result_graph.has_edge(2, 1), false);
-    assert_eq!(result_graph.has_edge(4, 3), false);
-    assert_eq!(result_graph.has_edge(2, 3), false);
-    assert_eq!(result_graph.has_edge(1, 4), false);
-
-    assert_eq!(result_graph.get_node_label(1), Some(&0));
-    assert_eq!(result_graph.get_node_label(2), Some(&1));
-    assert_eq!(result_graph.get_node_label(3), None);
-    assert_eq!(result_graph.get_node_label(4), None);
-
-    assert_eq!(result_graph.get_edge_label(1, 2), Some(&10));
-    assert_eq!(result_graph.get_edge_label(3, 4), None);
-    assert_eq!(result_graph.get_edge_label(1, 4), None);
-    assert_eq!(result_graph.get_edge_label(2, 3), None);
-    assert_eq!(result_graph.get_edge_label(2, 1), None);
-    assert_eq!(result_graph.get_edge_label(4, 3), None);
-}
-
-#[test]
-fn test_graph_sub_boxed_undirected_generalgraphs() {
-    let mut graph0 = UnGraphMap::<u32>::new();
-    graph0.add_node(1, Some(0));
-    graph0.add_node(2, Some(1));
-    graph0.add_node(3, Some(2));
-    graph0.add_node(4, Some(3));
-    graph0.add_edge(1, 2, Some(10));
-    graph0.add_edge(3, 4, Some(20));
-
-    let mut graph1 = UnGraphMap::<u32>::new();
-    graph1.add_node(3, Some(2));
-    graph1.add_node(4, Some(3));
-    graph1.add_edge(3, 4, Some(20));
-
-    let box0: Box<dyn GeneralGraph<DefaultId, u32>> = Box::new(graph0);
-    let box1: Box<dyn GeneralGraph<DefaultId, u32>> = Box::new(graph1);
-    let result_graph = box0 - box1;
-
-    assert_eq!(result_graph.node_count(), 2);
-    assert_eq!(result_graph.edge_count(), 1);
-
-    assert_eq!(result_graph.has_node(1), true);
-    assert_eq!(result_graph.has_node(2), true);
-    assert_eq!(result_graph.has_node(3), false);
-    assert_eq!(result_graph.has_node(4), false);
-
-    assert_eq!(result_graph.has_edge(1, 2), true);
-    assert_eq!(result_graph.has_edge(3, 4), false);
-    assert_eq!(result_graph.has_edge(2, 1), true);
-    assert_eq!(result_graph.has_edge(4, 3), false);
-    assert_eq!(result_graph.has_edge(2, 3), false);
-    assert_eq!(result_graph.has_edge(1, 4), false);
-
-    assert_eq!(result_graph.get_node_label(1), Some(&0));
-    assert_eq!(result_graph.get_node_label(2), Some(&1));
-    assert_eq!(result_graph.get_node_label(3), None);
-    assert_eq!(result_graph.get_node_label(4), None);
-
-    assert_eq!(result_graph.get_edge_label(1, 2), Some(&10));
-    assert_eq!(result_graph.get_edge_label(3, 4), None);
-    assert_eq!(result_graph.get_edge_label(1, 4), None);
-    assert_eq!(result_graph.get_edge_label(2, 3), None);
-    assert_eq!(result_graph.get_edge_label(2, 1), Some(&10));
-    assert_eq!(result_graph.get_edge_label(4, 3), None);
-}
-
-#[test]
-fn test_graph_sub_boxed_directed_typedgraphs() {
-    let mut graph0 = DiGraphMap::<u32>::new();
-    graph0.add_node(1, Some(0));
-    graph0.add_node(2, Some(1));
-    graph0.add_node(3, Some(2));
-    graph0.add_node(4, Some(3));
-    graph0.add_edge(1, 2, Some(10));
-    graph0.add_edge(3, 4, Some(20));
-
-    let mut graph1 = DiGraphMap::<u32>::new();
-    graph1.add_node(3, Some(2));
-    graph1.add_node(4, Some(3));
-    graph1.add_edge(3, 4, Some(20));
-
-    let result_graph = Box::new(graph0) - Box::new(graph1);
-
-    assert_eq!(result_graph.node_count(), 2);
-    assert_eq!(result_graph.edge_count(), 1);
-
-    assert_eq!(result_graph.has_node(1), true);
-    assert_eq!(result_graph.has_node(2), true);
-    assert_eq!(result_graph.has_node(3), false);
-    assert_eq!(result_graph.has_node(4), false);
-
-    assert_eq!(result_graph.has_edge(1, 2), true);
-    assert_eq!(result_graph.has_edge(3, 4), false);
-    assert_eq!(result_graph.has_edge(2, 1), false);
-    assert_eq!(result_graph.has_edge(4, 3), false);
-    assert_eq!(result_graph.has_edge(2, 3), false);
-    assert_eq!(result_graph.has_edge(1, 4), false);
-
-    assert_eq!(result_graph.get_node_label(1), Some(&0));
-    assert_eq!(result_graph.get_node_label(2), Some(&1));
-    assert_eq!(result_graph.get_node_label(3), None);
-    assert_eq!(result_graph.get_node_label(4), None);
-
-    assert_eq!(result_graph.get_edge_label(1, 2), Some(&10));
-    assert_eq!(result_graph.get_edge_label(3, 4), None);
-    assert_eq!(result_graph.get_edge_label(1, 4), None);
-    assert_eq!(result_graph.get_edge_label(2, 3), None);
-    assert_eq!(result_graph.get_edge_label(2, 1), None);
-    assert_eq!(result_graph.get_edge_label(4, 3), None);
-}
-
-#[test]
-fn test_graph_sub_boxed_undirected_typedgraphs() {
-    let mut graph0 = UnGraphMap::<u32>::new();
-    graph0.add_node(1, Some(0));
-    graph0.add_node(2, Some(1));
-    graph0.add_node(3, Some(2));
-    graph0.add_node(4, Some(3));
-    graph0.add_edge(1, 2, Some(10));
-    graph0.add_edge(3, 4, Some(20));
-
-    let mut graph1 = UnGraphMap::<u32>::new();
-    graph1.add_node(3, Some(2));
-    graph1.add_node(4, Some(3));
-    graph1.add_edge(3, 4, Some(20));
-
-    let result_graph = Box::new(graph0) - Box::new(graph1);
-
-    assert_eq!(result_graph.node_count(), 2);
-    assert_eq!(result_graph.edge_count(), 1);
-
-    assert_eq!(result_graph.has_node(1), true);
-    assert_eq!(result_graph.has_node(2), true);
-    assert_eq!(result_graph.has_node(3), false);
-    assert_eq!(result_graph.has_node(4), false);
-
-    assert_eq!(result_graph.has_edge(1, 2), true);
-    assert_eq!(result_graph.has_edge(3, 4), false);
-    assert_eq!(result_graph.has_edge(2, 1), true);
-    assert_eq!(result_graph.has_edge(4, 3), false);
-    assert_eq!(result_graph.has_edge(2, 3), false);
-    assert_eq!(result_graph.has_edge(1, 4), false);
-
-    assert_eq!(result_graph.get_node_label(1), Some(&0));
-    assert_eq!(result_graph.get_node_label(2), Some(&1));
-    assert_eq!(result_graph.get_node_label(3), None);
-    assert_eq!(result_graph.get_node_label(4), None);
-
-    assert_eq!(result_graph.get_edge_label(1, 2), Some(&10));
-    assert_eq!(result_graph.get_edge_label(3, 4), None);
-    assert_eq!(result_graph.get_edge_label(1, 4), None);
-    assert_eq!(result_graph.get_edge_label(2, 3), None);
-    assert_eq!(result_graph.get_edge_label(2, 1), Some(&10));
-    assert_eq!(result_graph.get_edge_label(4, 3), None);
-}
-
-#[test]
-fn test_graph_induce_undirected_graphs() {
-    let mut graph0 = UnGraphMap::<u32>::new();
-    graph0.add_node(1, Some(1));
-    graph0.add_node(2, Some(2));
-    graph0.add_node(3, Some(3));
-    graph0.add_node(4, Some(4));
-    graph0.add_edge(1, 2, Some(12));
-    graph0.add_edge(2, 3, Some(23));
-    graph0.add_edge(3, 4, Some(34));
-    graph0.add_edge(1, 4, Some(14));
-    graph0.add_edge(1, 3, Some(13));
-
-    let mut graph1 = UnGraphMap::<u32>::new();
-    graph1.add_node(1, Some(1));
-    graph1.add_node(2, Some(2));
-    graph1.add_node(3, Some(3));
-    graph1.add_edge(1, 2, Some(12));
-    graph1.add_edge(2, 3, Some(23));
-    graph1.add_edge(2, 3, Some(23));
-    graph1.add_edge(2, 3, Some(23));
-    graph1.add_edge(2, 3, Some(23));
-
-    let result_graph = graph_induce(&graph0, &graph1);
-
-    assert_eq!(result_graph.node_count(), 3);
-    assert_eq!(result_graph.edge_count(), 3);
-
-    assert_eq!(result_graph.has_node(1), true);
-    assert_eq!(result_graph.has_node(3), true);
-    assert_eq!(result_graph.has_node(2), true);
-    assert_eq!(result_graph.has_node(4), false);
-
-    assert_eq!(result_graph.has_edge(1, 3), true);
-    assert_eq!(result_graph.has_edge(1, 2), true);
-    assert_eq!(result_graph.has_edge(2, 3), true);
-    assert_eq!(result_graph.has_edge(3, 1), true);
-
-    assert_eq!(result_graph.get_node_label(1), Some(&1));
-    assert_eq!(result_graph.get_node_label(3), Some(&3));
-    assert_eq!(result_graph.get_node_label(2), Some(&2));
-    assert_eq!(result_graph.get_node_label(4), None);
-
-    assert_eq!(result_graph.get_edge_label(1, 3), Some(&13));
-    assert_eq!(result_graph.get_edge_label(3, 1), Some(&13));
-}
-
-#[test]
-fn test_graph_induce_directed_graphs() {
-    let mut graph0 = DiGraphMap::<u32>::new();
-    graph0.add_node(1, Some(1));
-    graph0.add_node(2, Some(2));
-    graph0.add_node(3, Some(3));
-    graph0.add_node(4, Some(4));
-    graph0.add_edge(1, 2, Some(12));
-    graph0.add_edge(2, 3, Some(23));
-    graph0.add_edge(3, 4, Some(34));
-    graph0.add_edge(1, 4, Some(14));
-    graph0.add_edge(1, 3, Some(13));
-
-    let mut graph1 = DiGraphMap::<u32>::new();
-    graph1.add_node(1, Some(1));
-    graph1.add_node(2, Some(2));
-    graph1.add_node(3, Some(3));
-    graph1.add_edge(1, 2, Some(12));
-    graph1.add_edge(2, 3, Some(23));
-
-    let result_graph = graph_induce(&graph0, &graph1);
-
-    assert_eq!(result_graph.node_count(), 3);
-    assert_eq!(result_graph.edge_count(), 3);
-
-    assert_eq!(result_graph.has_node(1), true);
-    assert_eq!(result_graph.has_node(3), true);
-    assert_eq!(result_graph.has_node(2), true);
-    assert_eq!(result_graph.has_node(4), false);
-
-    assert_eq!(result_graph.has_edge(1, 3), true);
-    assert_eq!(result_graph.has_edge(1, 2), true);
-    assert_eq!(result_graph.has_edge(2, 3), true);
-    assert_eq!(result_graph.has_edge(3, 1), false);
-
-    assert_eq!(result_graph.get_node_label(1), Some(&1));
-    assert_eq!(result_graph.get_node_label(3), Some(&3));
-    assert_eq!(result_graph.get_node_label(2), Some(&2));
-    assert_eq!(result_graph.get_node_label(4), None);
-
-    assert_eq!(result_graph.get_edge_label(1, 3), Some(&13));
-    assert_eq!(result_graph.get_edge_label(3, 1), None);
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+extern crate rust_graph;
+
+use rust_graph::algorithm::{graph_induce, graph_minus, graph_union, Bfs, ConnComp, Dfs};
+use rust_graph::graph_impl::{DiGraphMap, UnGraphMap};
+use rust_graph::prelude::*;
+
+#[test]
+fn test_cc_undirected_one_component() {
+    let mut graph = UnGraphMap::<Void>::new();
+    graph.add_edge(1, 2, None);
+    graph.add_edge(2, 3, None);
+
+    let cc = ConnComp::new(&graph);
+
+    assert_eq!(cc.get_count(), 1);
+
+    assert_eq!(cc.is_connected(1, 2), true);
+    assert_eq!(cc.is_connected(2, 3), true);
+    assert_eq!(cc.is_connected(1, 3), true);
+
+    assert_eq!(cc.get_connected_nodes(1).unwrap().len(), 3);
+    assert_eq!(cc.get_connected_nodes(2).unwrap().len(), 3);
+    assert_eq!(cc.get_connected_nodes(3).unwrap().len(), 3);
+}
+
+#[test]
+fn test_cc_undirected_seperate_components() {
+    let mut graph = UnGraphMap::<u32>::new();
+    graph.add_edge(1, 2, Some(5));
+    graph.add_edge(3, 4, Some(5));
+    graph.add_edge(3, 4, Some(10));
+
+    let cc = ConnComp::new(&graph);
+
+    assert_eq!(cc.get_count(), 2);
+
+    assert_eq!(cc.is_connected(1, 2), true);
+    assert_eq!(cc.is_connected(2, 3), false);
+    assert_eq!(cc.is_connected(1, 3), false);
+    assert_eq!(cc.is_connected(1, 4), false);
+    assert_eq!(cc.is_connected(2, 4), false);
+    assert_eq!(cc.is_connected(3, 4), true);
+
+    assert_eq!(cc.get_connected_nodes(1).unwrap().len(), 2);
+    assert_eq!(cc.get_connected_nodes(2).unwrap().len(), 2);
+    assert_eq!(cc.get_connected_nodes(3).unwrap().len(), 2);
+    assert_eq!(cc.get_connected_nodes(4).unwrap().len(), 2);
+}
+
+#[test]
+fn test_cc_directed_one_component() {
+    let mut graph = DiGraphMap::<Void>::new();
+    graph.add_edge(1, 2, None);
+    graph.add_edge(2, 3, None);
+
+    let cc = ConnComp::new(&graph);
+
+    assert_eq!(cc.get_count(), 1);
+
+    assert_eq!(cc.is_connected(1, 2), true);
+    assert_eq!(cc.is_connected(2, 3), true);
+    assert_eq!(cc.is_connected(1, 3), true);
+
+    assert_eq!(cc.get_connected_nodes(1).unwrap().len(), 3);
+    assert_eq!(cc.get_connected_nodes(2).unwrap().len(), 3);
+    assert_eq!(cc.get_connected_nodes(3).unwrap().len(), 3);
+}
+
+#[test]
+fn test_cc_directed_seperate_components() {
+    let mut graph = DiGraphMap::<Void>::new();
+    graph.add_edge(1, 2, None);
+    graph.add_edge(3, 4, None);
+
+    let cc = ConnComp::new(&graph);
+
+    assert_eq!(cc.get_count(), 2);
+
+    assert_eq!(cc.is_connected(1, 2), true);
+    assert_eq!(cc.is_connected(2, 3), false);
+    assert_eq!(cc.is_connected(1, 3), false);
+    assert_eq!(cc.is_connected(1, 4), false);
+    assert_eq!(cc.is_connected(2, 4), false);
+    assert_eq!(cc.is_connected(3, 4), true);
+
+    assert_eq!(cc.get_connected_nodes(1).unwrap().len(), 2);
+    assert_eq!(cc.get_connected_nodes(2).unwrap().len(), 2);
+    assert_eq!(cc.get_connected_nodes(3).unwrap().len(), 2);
+    assert_eq!(cc.get_connected_nodes(4).unwrap().len(), 2);
+}
+
+#[test]
+fn test_bfs_undirected_one_component() {
+    let mut graph = UnGraphMap::<Void>::new();
+    graph.add_edge(1, 2, None);
+    graph.add_edge(2, 3, None);
+
+    let mut bfs = Bfs::new(&graph, Some(1));
+    let x = bfs.next();
+    assert_eq!(x, Some(1));
+    let x = bfs.next();
+    assert_eq!(x, Some(2));
+    let x = bfs.next();
+    assert_eq!(x, Some(3));
+    let x = bfs.next();
+    assert_eq!(x, None);
+}
+
+#[test]
+fn test_bfs_undirected_radomly_chosen_start() {
+    let mut graph = UnGraphMap::<Void>::new();
+    graph.add_edge(1, 2, None);
+
+    let mut bfs = Bfs::new(&graph, None);
+    let x = bfs.next();
+    let result = x == Some(1) || x == Some(2);
+    assert_eq!(result, true);
+}
+
+#[test]
+fn test_bfs_undirected_seperate_components() {
+    let mut graph = UnGraphMap::<Void>::new();
+    graph.add_edge(1, 2, None);
+    graph.add_edge(3, 4, None);
+
+    let mut bfs = Bfs::new(&graph, Some(1));
+    let x = bfs.next();
+    assert_eq!(x, Some(1));
+    let x = bfs.next();
+    assert_eq!(x, Some(2));
+    let x = bfs.next();
+    let result = x == Some(3) || x == Some(4);
+    assert_eq!(result, true);
+}
+
+#[test]
+fn test_bfs_directed_one_component() {
+    let mut graph = DiGraphMap::<Void>::new();
+    graph.add_edge(2, 1, None);
+    graph.add_edge(3, 1, None);
+
+    let mut bfs = Bfs::new(&graph, Some(1));
+    let x = bfs.next();
+    assert_eq!(x, Some(1));
+    let x = bfs.next();
+    let result = x == Some(3) || x == Some(2);
+    assert_eq!(result, true);
+}
+
+#[test]
+fn test_bfs_directed_radomly_chosen_start() {
+    let mut graph = DiGraphMap::<Void>::new();
+    graph.add_edge(1, 2, None);
+
+    let mut bfs = Bfs::new(&graph, None);
+    let x = bfs.next();
+    let result = x == Some(1) || x == Some(2);
+    assert_eq!(result, true);
+}
+
+#[test]
+fn test_bfs_directed_seperate_components() {
+    let mut graph = DiGraphMap::<Void>::new();
+    graph.add_edge(1, 2, None);
+    graph.add_edge(3, 4, None);
+
+    let mut bfs = Bfs::new(&graph, Some(1));
+    let x = bfs.next();
+    assert_eq!(x, Some(1));
+    let x = bfs.next();
+    assert_eq!(x, Some(2));
+    let x = bfs.next();
+    let result = x == Some(3) || x == Some(4);
+    assert_eq!(result, true);
+}
+
+#[test]
+fn test_dfs_undirected_one_component() {
+    let mut graph = UnGraphMap::<Void>::new();
+    graph.add_edge(1, 2, None);
+    graph.add_edge(2, 3, None);
+
+    let mut dfs = Dfs::new(&graph, Some(1));
+    let x = dfs.next();
+    assert_eq!(x, Some(1));
+    let x = dfs.next();
+    assert_eq!(x, Some(2));
+    let x = dfs.next();
+    assert_eq!(x, Some(3));
+    let x = dfs.next();
+    assert_eq!(x, None);
+}
+
+#[test]
+fn test_dfs_undirected_radomly_chosen_start() {
+    let mut graph = UnGraphMap::<Void>::new();
+    graph.add_edge(1, 2, None);
+
+    let mut dfs = Dfs::new(&graph, None);
+    let x = dfs.next();
+    let result = x == Some(1) || x == Some(2);
+    assert_eq!(result, true);
+}
+
+#[test]
+fn test_dfs_undirected_seperate_components() {
+    let mut graph = UnGraphMap::<Void>::new();
+    graph.add_edge(1, 2, None);
+    graph.add_edge(3, 4, None);
+
+    let mut dfs = Dfs::new(&graph, Some(1));
+    let x = dfs.next();
+    assert_eq!(x, Some(1));
+    let x = dfs.next();
+    assert_eq!(x, Some(2));
+    let x = dfs.next();
+    let result = x == Some(3) || x == Some(4);
+    assert_eq!(result, true);
+}
+
+#[test]
+fn test_dfs_directed_one_component() {
+    let mut graph = DiGraphMap::<Void>::new();
+    graph.add_edge(2, 1, None);
+    graph.add_edge(3, 1, None);
+
+    let mut dfs = Dfs::new(&graph, Some(1));
+    let x = dfs.next();
+    assert_eq!(x, Some(1));
+    let x = dfs.next();
+    let result = x == Some(3) || x == Some(2);
+    assert_eq!(result, true);
+}
+
+#[test]
+fn test_dfs_directed_radomly_chosen_start() {
+    let mut graph = DiGraphMap::<Void>::new();
+    graph.add_edge(1, 2, None);
+
+    let mut dfs = Dfs::new(&graph, None);
+    let x = dfs.next();
+    let result = x == Some(1) || x == Some(2);
+    assert_eq!(result, true);
+}
+
+#[test]
+fn test_dfs_directed_seperate_components() {
+    let mut graph = DiGraphMap::<Void>::new();
+    graph.add_edge(1, 2, None);
+    graph.add_edge(3, 4, None);
+
+    let mut dfs = Dfs::new(&graph, Some(1));
+    let x = dfs.next();
+    assert_eq!(x, Some(1));
+    let x = dfs.next();
+    assert_eq!(x, Some(2));
+    let x = dfs.next();
+    let result = x == Some(3) || x == Some(4);
+    assert_eq!(result, true);
+}
+
+#[test]
+fn test_graph_union_directed_graphs() {
+    let mut graph0 = DiGraphMap::<u32>::new();
+    graph0.add_node(1, Some(0));
+    graph0.add_node(2, Some(1));
+    graph0.add_edge(1, 2, Some(10));
+
+    let mut graph1 = DiGraphMap::<u32>::new();
+    graph1.add_node(3, Some(2));
+    graph1.add_node(4, Some(3));
+    graph1.add_edge(3, 4, Some(20));
+
+    let result_graph = graph_union(&graph0, &graph1);
+
+    assert_eq!(result_graph.node_count(), 4);
+    assert_eq!(result_graph.edge_count(), 2);
+
+    assert_eq!(result_graph.has_node(1), true);
+    assert_eq!(result_graph.has_node(2), true);
+    assert_eq!(result_graph.has_node(3), true);
+    assert_eq!(result_graph.has_node(4), true);
+
+    assert_eq!(result_graph.has_edge(1, 2), true);
+    assert_eq!(result_graph.has_edge(3, 4), true);
+    assert_eq!(result_graph.has_edge(2, 1), false);
+    assert_eq!(result_graph.has_edge(4, 3), false);
+    assert_eq!(result_graph.has_edge(2, 3), false);
+    assert_eq!(result_graph.has_edge(1, 4), false);
+
+    assert_eq!(result_graph.get_node_label(1), Some(&0));
+    assert_eq!(result_graph.get_node_label(2), Some(&1));
+    assert_eq!(result_graph.get_node_label(3), Some(&2));
+    assert_eq!(result_graph.get_node_label(4), Some(&3));
+
+    assert_eq!(result_graph.get_edge_label(1, 2), Some(&10));
+    assert_eq!(result_graph.get_edge_label(3, 4), Some(&20));
+    assert_eq!(result_graph.get_edge_label(1, 4), None);
+    assert_eq!(result_graph.get_edge_label(2, 3), None);
+    assert_eq!(result_graph.get_edge_label(2, 1), None);
+    assert_eq!(result_graph.get_edge_label(4, 3), None);
+}
+
+#[test]
+fn test_graph_union_undirected_graphs() {
+    let mut graph0 = UnGraphMap::<u32>::new();
+    graph0.add_node(1, Some(0));
+    graph0.add_node(2, Some(1));
+    graph0.add_edge(1, 2, Some(10));
+
+    let mut graph1 = UnGraphMap::<u32>::new();
+    graph1.add_node(3, Some(2));
+    graph1.add_node(4, Some(3));
+    graph1.add_edge(3, 4, Some(20));
+
+    let result_graph = graph_union(&graph0, &graph1);
+
+    assert_eq!(result_graph.node_count(), 4);
+    assert_eq!(result_graph.edge_count(), 2);
+
+    assert_eq!(result_graph.has_node(1), true);
+    assert_eq!(result_graph.has_node(2), true);
+    assert_eq!(result_graph.has_node(3), true);
+    assert_eq!(result_graph.has_node(4), true);
+
+    assert_eq!(result_graph.has_edge(1, 2), true);
+    assert_eq!(result_graph.has_edge(3, 4), true);
+    assert_eq!(result_graph.has_edge(2, 1), true);
+    assert_eq!(result_graph.has_edge(4, 3), true);
+    assert_eq!(result_graph.has_edge(2, 3), false);
+    assert_eq!(result_graph.has_edge(1, 4), false);
+
+    assert_eq!(result_graph.get_node_label(1), Some(&0));
+    assert_eq!(result_graph.get_node_label(2), Some(&1));
+    assert_eq!(result_graph.get_node_label(3), Some(&2));
+    assert_eq!(result_graph.get_node_label(4), Some(&3));
+
+    assert_eq!(result_graph.get_edge_label(1, 2), Some(&10));
+    assert_eq!(result_graph.get_edge_label(3, 4), Some(&20));
+    assert_eq!(result_graph.get_edge_label(1, 4), None);
+    assert_eq!(result_graph.get_edge_label(2, 3), None);
+    assert_eq!(result_graph.get_edge_label(2, 1), Some(&10));
+    assert_eq!(result_graph.get_edge_label(4, 3), Some(&20));
+}
+
+#[test]
+fn test_graph_add_directed_graphs() {
+    let mut graph0 = DiGraphMap::<u32>::new();
+    graph0.add_node(1, Some(0));
+    graph0.add_node(2, Some(1));
+    graph0.add_edge(1, 2, Some(10));
+
+    let mut graph1 = DiGraphMap::<u32>::new();
+    graph1.add_node(3, Some(2));
+    graph1.add_node(4, Some(3));
+    graph1.add_edge(3, 4, Some(20));
+
+    let result_graph = graph0.as_general_graph() + graph1.as_general_graph();
+
+    assert_eq!(result_graph.node_count(), 4);
+    assert_eq!(result_graph.edge_count(), 2);
+
+    assert_eq!(result_graph.has_node(1), true);
+    assert_eq!(result_graph.has_node(2), true);
+    assert_eq!(result_graph.has_node(3), true);
+    assert_eq!(result_graph.has_node(4), true);
+
+    assert_eq!(result_graph.has_edge(1, 2), true);
+    assert_eq!(result_graph.has_edge(3, 4), true);
+    assert_eq!(result_graph.has_edge(2, 1), false);
+    assert_eq!(result_graph.has_edge(4, 3), false);
+    assert_eq!(result_graph.has_edge(2, 3), false);
+    assert_eq!(result_graph.has_edge(1, 4), false);
+
+    assert_eq!(result_graph.get_node_label(1), Some(&0));
+    assert_eq!(result_graph.get_node_label(2), Some(&1));
+    assert_eq!(result_graph.get_node_label(3), Some(&2));
+    assert_eq!(result_graph.get_node_label(4), Some(&3));
+
+    assert_eq!(result_graph.get_edge_label(1, 2), Some(&10));
+    assert_eq!(result_graph.get_edge_label(3, 4), Some(&20));
+    assert_eq!(result_graph.get_edge_label(1, 4), None);
+    assert_eq!(result_graph.get_edge_label(2, 3), None);
+    assert_eq!(result_graph.get_edge_label(2, 1), None);
+    assert_eq!(result_graph.get_edge_label(4, 3), None);
+}
+
+#[test]
+fn test_graph_add_undirected_graphs() {
+    let mut graph0 = UnGraphMap::<u32>::new();
+    graph0.add_node(1, Some(0));
+    graph0.add_node(2, Some(1));
+    graph0.add_edge(1, 2, Some(10));
+
+    let mut graph1 = UnGraphMap::<u32>::new();
+    graph1.add_node(3, Some(2));
+    graph1.add_node(4, Some(3));
+    graph1.add_edge(3, 4, Some(20));
+
+    let box0: Box<dyn GeneralGraph<DefaultId, u32>> = Box::new(graph0);
+    let box1: Box<dyn GeneralGraph<DefaultId, u32>> = Box::new(graph1);
+    let result_graph = box0 + box1;
+
+    assert_eq!(result_graph.node_count(), 4);
+    assert_eq!(result_graph.edge_count(), 2);
+
+    assert_eq!(result_graph.has_node(1), true);
+    assert_eq!(result_graph.has_node(2), true);
+    assert_eq!(result_graph.has_node(3), true);
+    assert_eq!(result_graph.has_node(4), true);
+
+    assert_eq!(result_graph.has_edge(1, 2), true);
+    assert_eq!(result_graph.has_edge(3, 4), true);
+    assert_eq!(result_graph.has_edge(2, 1), true);
+    assert_eq!(result_graph.has_edge(4, 3), true);
+    assert_eq!(result_graph.has_edge(2, 3), false);
+    assert_eq!(result_graph.has_edge(1, 4), false);
+
+    assert_eq!(result_graph.get_node_label(1), Some(&0));
+    assert_eq!(result_graph.get_node_label(2), Some(&1));
+    assert_eq!(result_graph.get_node_label(3), Some(&2));
+    assert_eq!(result_graph.get_node_label(4), Some(&3));
+
+    assert_eq!(result_graph.get_edge_label(1, 2), Some(&10));
+    assert_eq!(result_graph.get_edge_label(3, 4), Some(&20));
+    assert_eq!(result_graph.get_edge_label(1, 4), None);
+    assert_eq!(result_graph.get_edge_label(2, 3), None);
+    assert_eq!(result_graph.get_edge_label(2, 1), Some(&10));
+    assert_eq!(result_graph.get_edge_label(4, 3), Some(&20));
+}
+
+#[test]
+fn test_graph_add_boxed_directed_generalgraphs() {
+    let mut graph0 = DiGraphMap::<u32>::new();
+    graph0.add_node(1, Some(0));
+    graph0.add_node(2, Some(1));
+    graph0.add_edge(1, 2, Some(10));
+
+    let mut graph1 = DiGraphMap::<u32>::new();
+    graph1.add_node(3, Some(2));
+    graph1.add_node(4, Some(3));
+    graph1.add_edge(3, 4, Some(20));
+
+    let box0: Box<dyn GeneralGraph<DefaultId, u32>> = Box::new(graph0);
+    let box1: Box<dyn GeneralGraph<DefaultId, u32>> = Box::new(graph1);
+    let result_graph = box0 + box1;
+
+    assert_eq!(result_graph.node_count(), 4);
+    assert_eq!(result_graph.edge_count(), 2);
+
+    assert_eq!(result_graph.has_node(1), true);
+    assert_eq!(result_graph.has_node(2), true);
+    assert_eq!(result_graph.has_node(3), true);
+    assert_eq!(result_graph.has_node(4), true);
+
+    assert_eq!(result_graph.has_edge(1, 2), true);
+    assert_eq!(result_graph.has_edge(3, 4), true);
+    assert_eq!(result_graph.has_edge(2, 1), false);
+    assert_eq!(result_graph.has_edge(4, 3), false);
+    assert_eq!(result_graph.has_edge(2, 3), false);
+    assert_eq!(result_graph.has_edge(1, 4), false);
+
+    assert_eq!(result_graph.get_node_label(1), Some(&0));
+    assert_eq!(result_graph.get_node_label(2), Some(&1));
+    assert_eq!(result_graph.get_node_label(3), Some(&2));
+    assert_eq!(result_graph.get_node_label(4), Some(&3));
+
+    assert_eq!(result_graph.get_edge_label(1, 2), Some(&10));
+    assert_eq!(result_graph.get_edge_label(3, 4), Some(&20));
+    assert_eq!(result_graph.get_edge_label(1, 4), None);
+    assert_eq!(result_graph.get_edge_label(2, 3), None);
+    assert_eq!(result_graph.get_edge_label(2, 1), None);
+    assert_eq!(result_graph.get_edge_label(4, 3), None);
+}
+
+#[test]
+fn test_graph_add_boxed_undirected_generalgraphs() {
+    let mut graph0 = UnGraphMap::<u32>::new();
+    graph0.add_node(1, Some(0));
+    graph0.add_node(2, Some(1));
+    graph0.add_edge(1, 2, Some(10));
+
+    let mut graph1 = UnGraphMap::<u32>::new();
+    graph1.add_node(3, Some(2));
+    graph1.add_node(4, Some(3));
+    graph1.add_edge(3, 4, Some(20));
+
+    let box0: Box<dyn GeneralGraph<DefaultId, u32>> = Box::new(graph0);
+    let box1: Box<dyn GeneralGraph<DefaultId, u32>> = Box::new(graph1);
+    let result_graph = box0 + box1;
+
+    assert_eq!(result_graph.node_count(), 4);
+    assert_eq!(result_graph.edge_count(), 2);
+
+    assert_eq!(result_graph.has_node(1), true);
+    assert_eq!(result_graph.has_node(2), true);
+    assert_eq!(result_graph.has_node(3), true);
+    assert_eq!(result_graph.has_node(4), true);
+
+    assert_eq!(result_graph.has_edge(1, 2), true);
+    assert_eq!(result_graph.has_edge(3, 4), true);
+    assert_eq!(result_graph.has_edge(2, 1), true);
+    assert_eq!(result_graph.has_edge(4, 3), true);
+    assert_eq!(result_graph.has_edge(2, 3), false);
+    assert_eq!(result_graph.has_edge(1, 4), false);
+
+    assert_eq!(result_graph.get_node_label(1), Some(&0));
+    assert_eq!(result_graph.get_node_label(2), Some(&1));
+    assert_eq!(result_graph.get_node_label(3), Some(&2));
+    assert_eq!(result_graph.get_node_label(4), Some(&3));
+
+    assert_eq!(result_graph.get_edge_label(1, 2), Some(&10));
+    assert_eq!(result_graph.get_edge_label(3, 4), Some(&20));
+    assert_eq!(result_graph.get_edge_label(1, 4), None);
+    assert_eq!(result_graph.get_edge_label(2, 3), None);
+    assert_eq!(result_graph.get_edge_label(2, 1), Some(&10));
+    assert_eq!(result_graph.get_edge_label(4, 3), Some(&20));
+}
+
+#[test]
+fn test_graph_minus_directed_boxed_typedgraphs() {
+    let mut graph0 = DiGraphMap::<u32>::new();
+    graph0.add_node(1, Some(0));
+    graph0.add_node(2, Some(1));
+    graph0.add_node(3, Some(2));
+    graph0.add_node(4, Some(3));
+    graph0.add_edge(1, 2, Some(10));
+    graph0.add_edge(3, 4, Some(20));
+
+    let mut graph1 = DiGraphMap::<u32>::new();
+    graph1.add_node(3, Some(2));
+    graph1.add_node(4, Some(3));
+    graph1.add_edge(3, 4, Some(20));
+
+    let result_graph = Box::new(graph0) - Box::new(graph1);
+
+    assert_eq!(result_graph.node_count(), 2);
+    assert_eq!(result_graph.edge_count(), 1);
+
+    assert_eq!(result_graph.has_node(1), true);
+    assert_eq!(result_graph.has_node(2), true);
+    assert_eq!(result_graph.has_node(3), false);
+    assert_eq!(result_graph.has_node(4), false);
+
+    assert_eq!(result_graph.has_edge(1, 2), true);
+    assert_eq!(result_graph.has_edge(3, 4), false);
+    assert_eq!(result_graph.has_edge(2, 1), false);
+    assert_eq!(result_graph.has_edge(4, 3), false);
+    assert_eq!(result_graph.has_edge(2, 3), false);
+    assert_eq!(result_graph.has_edge(1, 4), false);
+
+    assert_eq!(result_graph.get_node_label(1), Some(&0));
+    assert_eq!(result_graph.get_node_label(2), Some(&1));
+    assert_eq!(result_graph.get_node_label(3), None);
+    assert_eq!(result_graph.get_node_label(4), None);
+
+    assert_eq!(result_graph.get_edge_label(1, 2), Some(&10));
+    assert_eq!(result_graph.get_edge_label(3, 4), None);
+    assert_eq!(result_graph.get_edge_label(1, 4), None);
+    assert_eq!(result_graph.get_edge_label(2, 3), None);
+    assert_eq!(result_graph.get_edge_label(2, 1), None);
+    assert_eq!(result_graph.get_edge_label(4, 3), None);
+}
+
+#[test]
+fn test_graph_add_directed_typedgraphs() {
+    let mut graph0 = DiGraphMap::<u32>::new();
+    graph0.add_node(1, Some(0));
+    graph0.add_node(2, Some(1));
+    graph0.add_edge(1, 2, Some(10));
+
+    let mut graph1 = DiGraphMap::<u32>::new();
+    graph1.add_node(3, Some(2));
+    graph1.add_node(4, Some(3));
+    graph1.add_edge(3, 4, Some(20));
+
+    let result_graph = graph0 + graph1;
+
+    assert_eq!(result_graph.node_count(), 4);
+    assert_eq!(result_graph.edge_count(), 2);
+
+    assert_eq!(result_graph.has_node(1), true);
+    assert_eq!(result_graph.has_node(2), true);
+    assert_eq!(result_graph.has_node(3), true);
+    assert_eq!(result_graph.has_node(4), true);
+
+    assert_eq!(result_graph.has_edge(1, 2), true);
+    assert_eq!(result_graph.has_edge(3, 4), true);
+    assert_eq!(result_graph.has_edge(2, 1), false);
+    assert_eq!(result_graph.has_edge(4, 3), false);
+    assert_eq!(result_graph.has_edge(2, 3), false);
+    assert_eq!(result_graph.has_edge(1, 4), false);
+
+    assert_eq!(result_graph.get_node_label(1), Some(&0));
+    assert_eq!(result_graph.get_node_label(2), Some(&1));
+    assert_eq!(result_graph.get_node_label(3), Some(&2));
+    assert_eq!(result_graph.get_node_label(4), Some(&3));
+
+    assert_eq!(result_graph.get_edge_label(1, 2), Some(&10));
+    assert_eq!(result_graph.get_edge_label(3, 4), Some(&20));
+    assert_eq!(result_graph.get_edge_label(1, 4), None);
+    assert_eq!(result_graph.get_edge_label(2, 3), None);
+    assert_eq!(result_graph.get_edge_label(2, 1), None);
+    assert_eq!(result_graph.get_edge_label(4, 3), None);
+}
+
+#[test]
+fn test_graph_add_undirected_typedgraphs() {
+    let mut graph0 = UnGraphMap::<u32>::new();
+    graph0.add_node(1, Some(0));
+    graph0.add_node(2, Some(1));
+    graph0.add_edge(1, 2, Some(10));
+
+    let mut graph1 = UnGraphMap::<u32>::new();
+    graph1.add_node(3, Some(2));
+    graph1.add_node(4, Some(3));
+    graph1.add_edge(3, 4, Some(20));
+
+    let result_graph = graph0 + graph1;
+
+    assert_eq!(result_graph.node_count(), 4);
+    assert_eq!(result_graph.edge_count(), 2);
+
+    assert_eq!(result_graph.has_node(1), true);
+    assert_eq!(result_graph.has_node(2), true);
+    assert_eq!(result_graph.has_node(3), true);
+    assert_eq!(result_graph.has_node(4), true);
+
+    assert_eq!(result_graph.has_edge(1, 2), true);
+    assert_eq!(result_graph.has_edge(3, 4), true);
+    assert_eq!(result_graph.has_edge(2, 1), true);
+    assert_eq!(result_graph.has_edge(4, 3), true);
+    assert_eq!(result_graph.has_edge(2, 3), false);
+    assert_eq!(result_graph.has_edge(1, 4), false);
+
+    assert_eq!(result_graph.get_node_label(1), Some(&0));
+    assert_eq!(result_graph.get_node_label(2), Some(&1));
+    assert_eq!(result_graph.get_node_label(3), Some(&2));
+    assert_eq!(result_graph.get_node_label(4), Some(&3));
+
+    assert_eq!(result_graph.get_edge_label(1, 2), Some(&10));
+    assert_eq!(result_graph.get_edge_label(3, 4), Some(&20));
+    assert_eq!(result_graph.get_edge_label(1, 4), None);
+    assert_eq!(result_graph.get_edge_label(2, 3), None);
+    assert_eq!(result_graph.get_edge_label(2, 1), Some(&10));
+    assert_eq!(result_graph.get_edge_label(4, 3), Some(&20));
+}
+
+#[test]
+fn test_graph_minus_directed_graphs() {
+    let mut graph0 = DiGraphMap::<u32>::new();
+    graph0.add_node(1, Some(0));
+    graph0.add_node(2, Some(1));
+    graph0.add_node(3, Some(2));
+    graph0.add_node(4, Some(3));
+    graph0.add_edge(1, 2, Some(10));
+    graph0.add_edge(3, 4, Some(20));
+
+    let mut graph1 = DiGraphMap::<u32>::new();
+    graph1.add_node(3, Some(2));
+    graph1.add_node(4, Some(3));
+    graph1.add_edge(3, 4, Some(20));
+
+    let result_graph = graph_minus(&graph0, &graph1);
+
+    assert_eq!(result_graph.node_count(), 2);
+    assert_eq!(result_graph.edge_count(), 1);
+
+    assert_eq!(result_graph.has_node(1), true);
+    assert_eq!(result_graph.has_node(2), true);
+    assert_eq!(result_graph.has_node(3), false);
+    assert_eq!(result_graph.has_node(4), false);
+
+    assert_eq!(result_graph.has_edge(1, 2), true);
+    assert_eq!(result_graph.has_edge(3, 4), false);
+    assert_eq!(result_graph.has_edge(2, 1), false);
+    assert_eq!(result_graph.has_edge(4, 3), false);
+    assert_eq!(result_graph.has_edge(2, 3), false);
+    assert_eq!(result_graph.has_edge(1, 4), false);
+
+    assert_eq!(result_graph.get_node_label(1), Some(&0));
+    assert_eq!(result_graph.get_node_label(2), Some(&1));
+    assert_eq!(result_graph.get_node_label(3), None);
+    assert_eq!(result_graph.get_node_label(4), None);
+
+    assert_eq!(result_graph.get_edge_label(1, 2), Some(&10));
+    assert_eq!(result_graph.get_edge_label(3, 4), None);
+    assert_eq!(result_graph.get_edge_label(1, 4), None);
+    assert_eq!(result_graph.get_edge_label(2, 3), None);
+    assert_eq!(result_graph.get_edge_label(2, 1), None);
+    assert_eq!(result_graph.get_edge_label(4, 3), None);
+}
+
+#[test]
+fn test_graph_minus_undirected_graphs() {
+    let mut graph0 = UnGraphMap::<u32>::new();
+    graph0.add_node(1, Some(0));
+    graph0.add_node(2, Some(1));
+    graph0.add_node(3, Some(2));
+    graph0.add_node(4, Some(3));
+    graph0.add_edge(1, 2, Some(10));
+    graph0.add_edge(3, 4, Some(20));
+
+    let mut graph1 = UnGraphMap::<u32>::new();
+    graph1.add_node(3, Some(2));
+    graph1.add_node(4, Some(3));
+    graph1.add_edge(3, 4, Some(20));
+
+    let result_graph = graph_minus(&graph0, &graph1);
+
+    assert_eq!(result_graph.node_count(), 2);
+    assert_eq!(result_graph.edge_count(), 1);
+
+    assert_eq!(result_graph.has_node(1), true);
+    assert_eq!(result_graph.has_node(2), true);
+    assert_eq!(result_graph.has_node(3), false);
+    assert_eq!(result_graph.has_node(4), false);
+
+    assert_eq!(result_graph.has_edge(1, 2), true);
+    assert_eq!(result_graph.has_edge(3, 4), false);
+    assert_eq!(result_graph.has_edge(2, 1), true);
+    assert_eq!(result_graph.has_edge(4, 3), false);
+    assert_eq!(result_graph.has_edge(2, 3), false);
+    assert_eq!(result_graph.has_edge(1, 4), false);
+
+    assert_eq!(result_graph.get_node_label(1), Some(&0));
+    assert_eq!(result_graph.get_node_label(2), Some(&1));
+    assert_eq!(result_graph.get_node_label(3), None);
+    assert_eq!(result_graph.get_node_label(4), None);
+
+    assert_eq!(result_graph.get_edge_label(1, 2), Some(&10));
+    assert_eq!(result_graph.get_edge_label(3, 4), None);
+    assert_eq!(result_graph.get_edge_label(1, 4), None);
+    assert_eq!(result_graph.get_edge_label(2, 3), None);
+    assert_eq!(result_graph.get_edge_label(2, 1), Some(&10));
+    assert_eq!(result_graph.get_edge_label(4, 3), None);
+}
+
+#[test]
+fn test_graph_sub_directed_graphs() {
+    let mut graph0 = DiGraphMap::<u32>::new();
+    graph0.add_node(1, Some(0));
+    graph0.add_node(2, Some(1));
+    graph0.add_node(3, Some(2));
+    graph0.add_node(4, Some(3));
+    graph0.add_edge(1, 2, Some(10));
+    graph0.add_edge(3, 4, Some(20));
+
+    let mut graph1 = DiGraphMap::<u32>::new();
+    graph1.add_node(3, Some(2));
+    graph1.add_node(4, Some(3));
+    graph1.add_edge(3, 4, Some(20));
+
+    let result_graph = graph0 - graph1;
+
+    assert_eq!(result_graph.node_count(), 2);
+    assert_eq!(result_graph.edge_count(), 1);
+
+    assert_eq!(result_graph.has_node(1), true);
+    assert_eq!(result_graph.has_node(2), true);
+    assert_eq!(result_graph.has_node(3), false);
+    assert_eq!(result_graph.has_node(4), false);
+
+    assert_eq!(result_graph.has_edge(1, 2), true);
+    assert_eq!(result_graph.has_edge(3, 4), false);
+    assert_eq!(result_graph.has_edge(2, 1), false);
+    assert_eq!(result_graph.has_edge(4, 3), false);
+    assert_eq!(result_graph.has_edge(2, 3), false);
+    assert_eq!(result_graph.has_edge(1, 4), false);
+
+    assert_eq!(result_graph.get_node_label(1), Some(&0));
+    assert_eq!(result_graph.get_node_label(2), Some(&1));
+    assert_eq!(result_graph.get_node_label(3), None);
+    assert_eq!(result_graph.get_node_label(4), None);
+
+    assert_eq!(result_graph.get_edge_label(1, 2), Some(&10));
+    assert_eq!(result_graph.get_edge_label(3, 4), None);
+    assert_eq!(result_graph.get_edge_label(1, 4), None);
+    assert_eq!(result_graph.get_edge_label(2, 3), None);
+    assert_eq!(result_graph.get_edge_label(2, 1), None);
+    assert_eq!(result_graph.get_edge_label(4, 3), None);
+}
+
+#[test]
+fn test_graph_sub_undirected_graphs() {
+    let mut graph0 = UnGraphMap::<u32>::new();
+    graph0.add_node(1, Some(0));
+    graph0.add_node(2, Some(1));
+    graph0.add_node(3, Some(2));
+    graph0.add_node(4, Some(3));
+    graph0.add_edge(1, 2, Some(10));
+    graph0.add_edge(3, 4, Some(20));
+
+    let mut graph1 = UnGraphMap::<u32>::new();
+    graph1.add_node(3, Some(2));
+    graph1.add_node(4, Some(3));
+    graph1.add_edge(3, 4, Some(20));
+
+    let result_graph = graph0 - graph1;
+
+    assert_eq!(result_graph.node_count(), 2);
+    assert_eq!(result_graph.edge_count(), 1);
+
+    assert_eq!(result_graph.has_node(1), true);
+    assert_eq!(result_graph.has_node(2), true);
+    assert_eq!(result_graph.has_node(3), false);
+    assert_eq!(result_graph.has_node(4), false);
+
+    assert_eq!(result_graph.has_edge(1, 2), true);
+    assert_eq!(result_graph.has_edge(3, 4), false);
+    assert_eq!(result_graph.has_edge(2, 1), true);
+    assert_eq!(result_graph.has_edge(4, 3), false);
+    assert_eq!(result_graph.has_edge(2, 3), false);
+    assert_eq!(result_graph.has_edge(1, 4), false);
+
+    assert_eq!(result_graph.get_node_label(1), Some(&0));
+    assert_eq!(result_graph.get_node_label(2), Some(&1));
+    assert_eq!(result_graph.get_node_label(3), None);
+    assert_eq!(result_graph.get_node_label(4), None);
+
+    assert_eq!(result_graph.get_edge_label(1, 2), Some(&10));
+    assert_eq!(result_graph.get_edge_label(3, 4), None);
+    assert_eq!(result_graph.get_edge_label(1, 4), None);
+    assert_eq!(result_graph.get_edge_label(2, 3), None);
+    assert_eq!(result_graph.get_edge_label(2, 1), Some(&10));
+    assert_eq!(result_graph.get_edge_label(4, 3), None);
+}
+
+#[test]
+fn test_graph_sub_boxed_directed_generalgraphs() {
+    let mut graph0 = DiGraphMap::<u32>::new();
+    graph0.add_node(1, Some(0));
+    graph0.add_node(2, Some(1));
+    graph0.add_node(3, Some(2));
+    graph0.add_node(4, Some(3));
+    graph0.add_edge(1, 2, Some(10));
+    graph0.add_edge(3, 4, Some(20));
+
+    let mut graph1 = DiGraphMap::<u32>::new();
+    graph1.add_node(3, Some(2));
+    graph1.add_node(4, Some(3));
+    graph1.add_edge(3, 4, Some(20));
+
+    let box0: Box<dyn GeneralGraph<DefaultId, u32>> = Box::new(graph0);
+    let box1: Box<dyn GeneralGraph<DefaultId, u32>> = Box::new(graph1);
+    let result_graph = box0 - box1;
+
+    assert_eq!(result_graph.node_count(), 2);
+    assert_eq!(result_graph.edge_count(), 1);
+
+    assert_eq!(result_graph.has_node(1), true);
+    assert_eq!(result_graph.has_node(2), true);
+    assert_eq!(result_graph.has_node(3), false);
+    assert_eq!(result_graph.has_node(4), false);
+
+    assert_eq!(result_graph.has_edge(1, 2), true);
+    assert_eq!(result_graph.has_edge(3, 4), false);
+    assert_eq!(result_graph.has_edge(2, 1), false);
+    assert_eq!(result_graph.has_edge(4, 3), false);
+    assert_eq!(result_graph.has_edge(2, 3), false);
+    assert_eq!(result_graph.has_edge(1, 4), false);
+
+    assert_eq!(result_graph.get_node_label(1), Some(&0));
+    assert_eq!(result_graph.get_node_label(2), Some(&1));
+    assert_eq!(result_graph.get_node_label(3), None);
+    assert_eq!(result_graph.get_node_label(4), None);
+
+    assert_eq!(result_graph.get_edge_label(1, 2), Some(&10));
+    assert_eq!(result_graph.get_edge_label(3, 4), None);
+    assert_eq!(result_graph.get_edge_label(1, 4), None);
+    assert_eq!(result_graph.get_edge_label(2, 3), None);
+    assert_eq!(result_graph.get_edge_label(2, 1), None);
+    assert_eq!(result_graph.get_edge_label(4, 3), None);
+}
+
+#[test]
+fn test_graph_sub_boxed_undirected_generalgraphs() {
+    let mut graph0 = UnGraphMap::<u32>::new();
+    graph0.add_node(1, Some(0));
+    graph0.add_node(2, Some(1));
+    graph0.add_node(3, Some(2));
+    graph0.add_node(4, Some(3));
+    graph0.add_edge(1, 2, Some(10));
+    graph0.add_edge(3, 4, Some(20));
+
+    let mut graph1 = UnGraphMap::<u32>::new();
+    graph1.add_node(3, Some(2));
+    graph1.add_node(4, Some(3));
+    graph1.add_edge(3, 4, Some(20));
+
+    let box0: Box<dyn GeneralGraph<DefaultId, u32>> = Box::new(graph0);
+    let box1: Box<dyn GeneralGraph<DefaultId, u32>> = Box::new(graph1);
+    let result_graph = box0 - box1;
+
+    assert_eq!(result_graph.node_count(), 2);
+    assert_eq!(result_graph.edge_count(), 1);
+
+    assert_eq!(result_graph.has_node(1), true);
+    assert_eq!(result_graph.has_node(2), true);
+    assert_eq!(result_graph.has_node(3), false);
+    assert_eq!(result_graph.has_node(4), false);
+
+    assert_eq!(result_graph.has_edge(1, 2), true);
+    assert_eq!(result_graph.has_edge(3, 4), false);
+    assert_eq!(result_graph.has_edge(2, 1), true);
+    assert_eq!(result_graph.has_edge(4, 3), false);
+    assert_eq!(result_graph.has_edge(2, 3), false);
+    assert_eq!(result_graph.has_edge(1, 4), false);
+
+    assert_eq!(result_graph.get_node_label(1), Some(&0));
+    assert_eq!(result_graph.get_node_label(2), Some(&1));
+    assert_eq!(result_graph.get_node_label(3), None);
+    assert_eq!(result_graph.get_node_label(4), None);
+
+    assert_eq!(result_graph.get_edge_label(1, 2), Some(&10));
+    assert_eq!(result_graph.get_edge_label(3, 4), None);
+    assert_eq!(result_graph.get_edge_label(1, 4), None);
+    assert_eq!(result_graph.get_edge_label(2, 3), None);
+    assert_eq!(result_graph.get_edge_label(2, 1), Some(&10));
+    assert_eq!(result_graph.get_edge_label(4, 3), None);
+}
+
+#[test]
+fn test_graph_sub_boxed_directed_typedgraphs() {
+    let mut graph0 = DiGraphMap::<u32>::new();
+    graph0.add_node(1, Some(0));
+    graph0.add_node(2, Some(1));
+    graph0.add_node(3, Some(2));
+    graph0.add_node(4, Some(3));
+    graph0.add_edge(1, 2, Some(10));
+    graph0.add_edge(3, 4, Some(20));
+
+    let mut graph1 = DiGraphMap::<u32>::new();
+    graph1.add_node(3, Some(2));
+    graph1.add_node(4, Some(3));
+    graph1.add_edge(3, 4, Some(20));
+
+    let result_graph = Box::new(graph0) - Box::new(graph1);
+
+    assert_eq!(result_graph.node_count(), 2);
+    assert_eq!(result_graph.edge_count(), 1);
+
+    assert_eq!(result_graph.has_node(1), true);
+    assert_eq!(result_graph.has_node(2), true);
+    assert_eq!(result_graph.has_node(3), false);
+    assert_eq!(result_graph.has_node(4), false);
+
+    assert_eq!(result_graph.has_edge(1, 2), true);
+    assert_eq!(result_graph.has_edge(3, 4), false);
+    assert_eq!(result_graph.has_edge(2, 1), false);
+    assert_eq!(result_graph.has_edge(4, 3), false);
+    assert_eq!(result_graph.has_edge(2, 3), false);
+    assert_eq!(result_graph.has_edge(1, 4), false);
+
+    assert_eq!(result_graph.get_node_label(1), Some(&0));
+    assert_eq!(result_graph.get_node_label(2), Some(&1));
+    assert_eq!(result_graph.get_node_label(3), None);
+    assert_eq!(result_graph.get_node_label(4), None);
+
+    assert_eq!(result_graph.get_edge_label(1, 2), Some(&10));
+    assert_eq!(result_graph.get_edge_label(3, 4), None);
+    assert_eq!(result_graph.get_edge_label(1, 4), None);
+    assert_eq!(result_graph.get_edge_label(2, 3), None);
+    assert_eq!(result_graph.get_edge_label(2, 1), None);
+    assert_eq!(result_graph.get_edge_label(4, 3), None);
+}
+
+#[test]
+fn test_graph_sub_boxed_undirected_typedgraphs() {
+    let mut graph0 = UnGraphMap::<u32>::new();
+    graph0.add_node(1, Some(0));
+    graph0.add_node(2, Some(1));
+    graph0.add_node(3, Some(2));
+    graph0.add_node(4, Some(3));
+    graph0.add_edge(1, 2, Some(10));
+    graph0.add_edge(3, 4, Some(20));
+
+    let mut graph1 = UnGraphMap::<u32>::new();
+    graph1.add_node(3, Some(2));
+    graph1.add_node(4, Some(3));
+    graph1.add_edge(3, 4, Some(20));
+
+    let result_graph = Box::new(graph0) - Box::new(graph1);
+
+    assert_eq!(result_graph.node_count(), 2);
+    assert_eq!(result_graph.edge_count(), 1);
+
+    assert_eq!(result_graph.has_node(1), true);
+    assert_eq!(result_graph.has_node(2), true);
+    assert_eq!(result_graph.has_node(3), false);
+    assert_eq!(result_graph.has_node(4), false);
+
+    assert_eq!(result_graph.has_edge(1, 2), true);
+    assert_eq!(result_graph.has_edge(3, 4), false);
+    assert_eq!(result_graph.has_edge(2, 1), true);
+    assert_eq!(result_graph.has_edge(4, 3), false);
+    assert_eq!(result_graph.has_edge(2, 3), false);
+    assert_eq!(result_graph.has_edge(1, 4), false);
+
+    assert_eq!(result_graph.get_node_label(1), Some(&0));
+    assert_eq!(result_graph.get_node_label(2), Some(&1));
+    assert_eq!(result_graph.get_node_label(3), None);
+    assert_eq!(result_graph.get_node_label(4), None);
+
+    assert_eq!(result_graph.get_edge_label(1, 2), Some(&10));
+    assert_eq!(result_graph.get_edge_label(3, 4), None);
+    assert_eq!(result_graph.get_edge_label(1, 4), None);
+    assert_eq!(result_graph.get_edge_label(2, 3), None);
+    assert_eq!(result_graph.get_edge_label(2, 1), Some(&10));
+    assert_eq!(result_graph.get_edge_label(4, 3), None);
+}
+
+#[test]
+fn test_graph_induce_undirected_graphs() {
+    let mut graph0 = UnGraphMap::<u32>::new();
+    graph0.add_node(1, Some(1));
+    graph0.add_node(2, Some(2));
+    graph0.add_node(3, Some(3));
+    graph0.add_node(4, Some(4));
+    graph0.add_edge(1, 2, Some(12));
+    graph0.add_edge(2, 3, Some(23));
+    graph0.add_edge(3, 4, Some(34));
+    graph0.add_edge(1, 4, Some(14));
+    graph0.add_edge(1, 3, Some(13));
+
+    let mut graph1 = UnGraphMap::<u32>::new();
+    graph1.add_node(1, Some(1));
+    graph1.add_node(2, Some(2));
+    graph1.add_node(3, Some(3));
+    graph1.add_edge(1, 2, Some(12));
+    graph1.add_edge(2, 3, Some(23));
+    graph1.add_edge(2, 3, Some(23));
+    graph1.add_edge(2, 3, Some(23));
+    graph1.add_edge(2, 3, Some(23));
+
+    let result_graph = graph_induce(&graph0, &graph1);
+
+    assert_eq!(result_graph.node_count(), 3);
+    assert_eq!(result_graph.edge_count(), 3);
+
+    assert_eq!(result_graph.has_node(1), true);
+    assert_eq!(result_graph.has_node(3), true);
+    assert_eq!(result_graph.has_node(2), true);
+    assert_eq!(result_graph.has_node(4), false);
+
+    assert_eq!(result_graph.has_edge(1, 3), true);
+    assert_eq!(result_graph.has_edge(1, 2), true);
+    assert_eq!(result_graph.has_edge(2, 3), true);
+    assert_eq!(result_graph.has_edge(3, 1), true);
+
+    assert_eq!(result_graph.get_node_label(1), Some(&1));
+    assert_eq!(result_graph.get_node_label(3), Some(&3));
+    assert_eq!(result_graph.get_node_label(2), Some(&2));
+    assert_eq!(result_graph.get_node_label(4), None);
+
+    assert_eq!(result_graph.get_edge_label(1, 3), Some(&13));
+    assert_eq!(result_graph.get_edge_label(3, 1), Some(&13));
+}
+
+#[test]
+fn test_graph_induce_directed_graphs() {
+    let mut graph0 = DiGraphMap::<u32>::new();
+    graph0.add_node(1, Some(1));
+    graph0.add_node(2, Some(2));
+    graph0.add_node(3, Some(3));
+    graph0.add_node(4, Some(4));
+    graph0.add_edge(1, 2, Some(12));
+    graph0.add_edge(2, 3, Some(23));
+    graph0.add_edge(3, 4, Some(34));
+    graph0.add_edge(1, 4, Some(14));
+    graph0.add_edge(1, 3, Some(13));
+
+    let mut graph1 = DiGraphMap::<u32>::new();
+    graph1.add_node(1, Some(1));
+    graph1.add_node(2, Some(2));
+    graph1.add_node(3, Some(3));
+    graph1.add_edge(1, 2, Some(12));
+    graph1.add_edge(2, 3, Some(23));
+
+    let result_graph = graph_induce(&graph0, &graph1);
+
+    assert_eq!(result_graph.node_count(), 3);
+    assert_eq!(result_graph.edge_count(), 3);
+
+    assert_eq!(result_graph.has_node(1), true);
+    assert_eq!(result_graph.has_node(3), true);
+    assert_eq!(result_graph.has_node(2), true);
+    assert_eq!(result_graph.has_node(4), false);
+
+    assert_eq!(result_graph.has_edge(1, 3), true);
+    assert_eq!(result_graph.has_edge(1, 2), true);
+    assert_eq!(result_graph.has_edge(2, 3), true);
+    assert_eq!(result_graph.has_edge(3, 1), false);
+
+    assert_eq!(result_graph.get_node_label(1), Some(&1));
+    assert_eq!(result_graph.get_node_label(3), Some(&3));
+    assert_eq!(result_graph.get_node_label(2), Some(&2));
+    assert_eq!(result_graph.get_node_label(4), None);
+
+    assert_eq!(result_graph.get_edge_label(1, 3), Some(&13));
+    assert_eq!(result_graph.get_edge_label(3, 1), None);
+}
diff --git a/tests/converter.rs b/tests/converter.rs
index e5e67865..7a7f51ed 100644
--- a/tests/converter.rs
+++ b/tests/converter.rs
@@ -1,115 +1,115 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-extern crate rust_graph;
-
-use rust_graph::prelude::*;
-
-#[test]
-fn test_undirected() {
-    let mut g = rust_graph::UnGraphMap::<&str>::new();
-
-    g.add_node(0, Some("n"));
-    g.add_node(1, Some("n"));
-    g.add_node(2, Some("m"));
-    g.add_node(3, None);
-
-    g.add_edge(0, 1, Some("a"));
-    g.add_edge(1, 2, Some("b"));
-    g.add_edge(2, 0, None);
-
-    let g = g.into_static();
-
-    let edges: Vec<_> = g.edge_indices().collect();
-
-    assert_eq!(edges, vec![(0, 1), (0, 2), (1, 2)]);
-
-    assert_eq!(g.get_node_label(0), Some(&"n"));
-    assert_eq!(g.get_node_label(1), Some(&"n"));
-    assert_eq!(g.get_node_label(2), Some(&"m"));
-    assert_eq!(g.get_node_label(3), None);
-
-    assert_eq!(g.get_edge_label(0, 1), Some(&"a"));
-    assert_eq!(g.get_edge_label(1, 2), Some(&"b"));
-    assert_eq!(g.get_edge_label(2, 0), None);
-}
-
-#[test]
-fn test_undirected_reorder() {
-    let mut g = rust_graph::UnGraphMap::<&str>::new();
-
-    g.add_node(0, Some("n"));
-    g.add_node(1, Some("n"));
-    g.add_node(2, Some("m"));
-    g.add_node(3, None);
-
-    g.add_edge(0, 1, Some("a"));
-    g.add_edge(1, 2, Some("b"));
-    g.add_edge(2, 0, None);
-
-    let mut reorder_result = g.reorder_id(true, true, true);
-
-    let g = reorder_result.take_graph().unwrap().into_static();
-
-    let edges: Vec<_> = g.edge_indices().collect();
-
-    assert_eq!(edges, vec![(1, 2), (1, 3), (2, 3)]);
-
-    let node0 = reorder_result.find_new_node_id(0);
-    let node1 = reorder_result.find_new_node_id(1);
-    let node2 = reorder_result.find_new_node_id(2);
-    let node3 = reorder_result.find_new_node_id(3);
-
-    assert_eq!(g.get_node_label(node0), Some(&"n"));
-    assert_eq!(g.get_node_label(node1), Some(&"n"));
-    assert_eq!(g.get_node_label(node2), Some(&"m"));
-    assert_eq!(g.get_node_label(node3), None);
-
-    assert_eq!(g.get_edge_label(node0, node1), Some(&"a"));
-    assert_eq!(g.get_edge_label(node1, node2), Some(&"b"));
-    assert_eq!(g.get_edge_label(node0, node2), None);
-}
-
-#[test]
-fn test_directed() {
-    let mut g = rust_graph::DiGraphMap::<&str>::new();
-
-    g.add_node(0, None);
-    g.add_node(1, None);
-    g.add_node(2, None);
-    g.add_node(3, None);
-
-    g.add_edge(1, 0, Some("a"));
-    g.add_edge(2, 0, Some("a"));
-    g.add_edge(2, 3, Some("b"));
-    g.add_edge(3, 0, Some("a"));
-    g.add_edge(3, 1, Some("a"));
-    g.add_edge(3, 2, Some("a"));
-
-    let g = g
-        .reorder_id(true, true, true)
-        .take_graph()
-        .unwrap()
-        .into_static();
-
-    let edges: Vec<_> = g.edge_indices().collect();
-
-    assert_eq!(edges, vec![(0, 1), (2, 1), (2, 3), (3, 0), (3, 1), (3, 2)]);
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+extern crate rust_graph;
+
+use rust_graph::prelude::*;
+
+#[test]
+fn test_undirected() {
+    let mut g = rust_graph::UnGraphMap::<&str>::new();
+
+    g.add_node(0, Some("n"));
+    g.add_node(1, Some("n"));
+    g.add_node(2, Some("m"));
+    g.add_node(3, None);
+
+    g.add_edge(0, 1, Some("a"));
+    g.add_edge(1, 2, Some("b"));
+    g.add_edge(2, 0, None);
+
+    let g = g.into_static();
+
+    let edges: Vec<_> = g.edge_indices().collect();
+
+    assert_eq!(edges, vec![(0, 1), (0, 2), (1, 2)]);
+
+    assert_eq!(g.get_node_label(0), Some(&"n"));
+    assert_eq!(g.get_node_label(1), Some(&"n"));
+    assert_eq!(g.get_node_label(2), Some(&"m"));
+    assert_eq!(g.get_node_label(3), None);
+
+    assert_eq!(g.get_edge_label(0, 1), Some(&"a"));
+    assert_eq!(g.get_edge_label(1, 2), Some(&"b"));
+    assert_eq!(g.get_edge_label(2, 0), None);
+}
+
+#[test]
+fn test_undirected_reorder() {
+    let mut g = rust_graph::UnGraphMap::<&str>::new();
+
+    g.add_node(0, Some("n"));
+    g.add_node(1, Some("n"));
+    g.add_node(2, Some("m"));
+    g.add_node(3, None);
+
+    g.add_edge(0, 1, Some("a"));
+    g.add_edge(1, 2, Some("b"));
+    g.add_edge(2, 0, None);
+
+    let mut reorder_result = g.reorder_id(true, true, true);
+
+    let g = reorder_result.take_graph().unwrap().into_static();
+
+    let edges: Vec<_> = g.edge_indices().collect();
+
+    assert_eq!(edges, vec![(1, 2), (1, 3), (2, 3)]);
+
+    let node0 = reorder_result.find_new_node_id(0);
+    let node1 = reorder_result.find_new_node_id(1);
+    let node2 = reorder_result.find_new_node_id(2);
+    let node3 = reorder_result.find_new_node_id(3);
+
+    assert_eq!(g.get_node_label(node0), Some(&"n"));
+    assert_eq!(g.get_node_label(node1), Some(&"n"));
+    assert_eq!(g.get_node_label(node2), Some(&"m"));
+    assert_eq!(g.get_node_label(node3), None);
+
+    assert_eq!(g.get_edge_label(node0, node1), Some(&"a"));
+    assert_eq!(g.get_edge_label(node1, node2), Some(&"b"));
+    assert_eq!(g.get_edge_label(node0, node2), None);
+}
+
+#[test]
+fn test_directed() {
+    let mut g = rust_graph::DiGraphMap::<&str>::new();
+
+    g.add_node(0, None);
+    g.add_node(1, None);
+    g.add_node(2, None);
+    g.add_node(3, None);
+
+    g.add_edge(1, 0, Some("a"));
+    g.add_edge(2, 0, Some("a"));
+    g.add_edge(2, 3, Some("b"));
+    g.add_edge(3, 0, Some("a"));
+    g.add_edge(3, 1, Some("a"));
+    g.add_edge(3, 2, Some("a"));
+
+    let g = g
+        .reorder_id(true, true, true)
+        .take_graph()
+        .unwrap()
+        .into_static();
+
+    let edges: Vec<_> = g.edge_indices().collect();
+
+    assert_eq!(edges, vec![(0, 1), (2, 1), (2, 3), (3, 0), (3, 1), (3, 2)]);
+}
diff --git a/tests/cypher_tree/0.txt b/tests/cypher_tree/0.txt
index e5226f48..ccfac0ea 100644
--- a/tests/cypher_tree/0.txt
+++ b/tests/cypher_tree/0.txt
@@ -1,22 +1,22 @@
- @0   0..50  statement               body=@1
- @1   0..50  > query                 clauses=[@2, @19]
- @2   0..41  > > MATCH               pattern=@3, where=@14
- @3   6..23  > > > pattern           paths=[@4]
- @4   6..23  > > > > pattern path    (@5)-[@8]-(@11)
- @5   6..11  > > > > > node pattern  (@6:@7)
- @6   7..8   > > > > > > identifier  `a`
- @7   8..10  > > > > > > label       :`A`
- @8  11..18  > > > > > rel pattern   -[@9:@10]-
- @9  13..14  > > > > > > identifier  `b`
-@10  14..16  > > > > > > rel type    :`B`
-@11  18..23  > > > > > node pattern  (@12:@13)
-@12  19..20  > > > > > > identifier  `c`
-@13  20..22  > > > > > > label       :`C`
-@14  30..41  > > > comparison        @15 > @18
-@15  30..36  > > > > property        @16.@17
-@16  30..31  > > > > > identifier    `a`
-@17  32..35  > > > > > prop name     `age`
-@18  38..40  > > > > integer         10
-@19  41..50  > > RETURN              projections=[@20]
-@20  48..50  > > > projection        expression=@21
+ @0   0..50  statement               body=@1
+ @1   0..50  > query                 clauses=[@2, @19]
+ @2   0..41  > > MATCH               pattern=@3, where=@14
+ @3   6..23  > > > pattern           paths=[@4]
+ @4   6..23  > > > > pattern path    (@5)-[@8]-(@11)
+ @5   6..11  > > > > > node pattern  (@6:@7)
+ @6   7..8   > > > > > > identifier  `a`
+ @7   8..10  > > > > > > label       :`A`
+ @8  11..18  > > > > > rel pattern   -[@9:@10]-
+ @9  13..14  > > > > > > identifier  `b`
+@10  14..16  > > > > > > rel type    :`B`
+@11  18..23  > > > > > node pattern  (@12:@13)
+@12  19..20  > > > > > > identifier  `c`
+@13  20..22  > > > > > > label       :`C`
+@14  30..41  > > > comparison        @15 > @18
+@15  30..36  > > > > property        @16.@17
+@16  30..31  > > > > > identifier    `a`
+@17  32..35  > > > > > prop name     `age`
+@18  38..40  > > > > integer         10
+@19  41..50  > > RETURN              projections=[@20]
+@20  48..50  > > > projection        expression=@21
 @21  48..49  > > > > identifier      `a`
\ No newline at end of file
diff --git a/tests/cypher_tree/1.txt b/tests/cypher_tree/1.txt
index 152c1ccb..7fea2b72 100644
--- a/tests/cypher_tree/1.txt
+++ b/tests/cypher_tree/1.txt
@@ -1,24 +1,24 @@
- @0   0..56  statement                body=@1
- @1   0..56  > query                  clauses=[@2, @21]
- @2   0..47  > > MATCH                pattern=@3, where=@14
- @3   6..23  > > > pattern            paths=[@4]
- @4   6..23  > > > > pattern path     (@5)-[@8]-(@11)
- @5   6..11  > > > > > node pattern   (@6:@7)
- @6   7..8   > > > > > > identifier   `a`
- @7   8..10  > > > > > > label        :`A`
- @8  11..18  > > > > > rel pattern    -[@9:@10]-
- @9  13..14  > > > > > > identifier   `b`
-@10  14..16  > > > > > > rel type     :`B`
-@11  18..23  > > > > > node pattern   (@12:@13)
-@12  19..20  > > > > > > identifier   `c`
-@13  20..22  > > > > > > label        :`C`
-@14  30..47  > > > comparison         @15 > @20
-@15  30..42  > > > > binary operator  @16 + @19
-@16  30..36  > > > > > property       @17.@18
-@17  30..31  > > > > > > identifier   `a`
-@18  32..35  > > > > > > prop name    `age`
-@19  38..41  > > > > > float          5.5
-@20  44..46  > > > > integer          10
-@21  47..56  > > RETURN               projections=[@22]
-@22  54..56  > > > projection         expression=@23
-@23  54..55  > > > > identifier       `a`
+ @0   0..56  statement                body=@1
+ @1   0..56  > query                  clauses=[@2, @21]
+ @2   0..47  > > MATCH                pattern=@3, where=@14
+ @3   6..23  > > > pattern            paths=[@4]
+ @4   6..23  > > > > pattern path     (@5)-[@8]-(@11)
+ @5   6..11  > > > > > node pattern   (@6:@7)
+ @6   7..8   > > > > > > identifier   `a`
+ @7   8..10  > > > > > > label        :`A`
+ @8  11..18  > > > > > rel pattern    -[@9:@10]-
+ @9  13..14  > > > > > > identifier   `b`
+@10  14..16  > > > > > > rel type     :`B`
+@11  18..23  > > > > > node pattern   (@12:@13)
+@12  19..20  > > > > > > identifier   `c`
+@13  20..22  > > > > > > label        :`C`
+@14  30..47  > > > comparison         @15 > @20
+@15  30..42  > > > > binary operator  @16 + @19
+@16  30..36  > > > > > property       @17.@18
+@17  30..31  > > > > > > identifier   `a`
+@18  32..35  > > > > > > prop name    `age`
+@19  38..41  > > > > > float          5.5
+@20  44..46  > > > > integer          10
+@21  47..56  > > RETURN               projections=[@22]
+@22  54..56  > > > projection         expression=@23
+@23  54..55  > > > > identifier       `a`
diff --git a/tests/cypher_tree/10.txt b/tests/cypher_tree/10.txt
index 899dc130..b895211a 100644
--- a/tests/cypher_tree/10.txt
+++ b/tests/cypher_tree/10.txt
@@ -1,31 +1,31 @@
- @0   0..68  statement                body=@1
- @1   0..68  > query                  clauses=[@2, @13]
- @2   0..34  > > MATCH                pattern=@3, where=@8
- @3   6..16  > > > pattern            paths=[@4]
- @4   6..16  > > > > pattern path     (@5)
- @5   6..16  > > > > > node pattern   (@6:@7)
- @6   7..8   > > > > > > identifier   `0`
- @7   8..15  > > > > > > label        :`Person`
- @8  23..34  > > > comparison         @9 > @12
- @9  23..29  > > > > property         @10.@11
-@10  23..24  > > > > > identifier     `0`
-@11  25..28  > > > > > prop name      `age`
-@12  31..33  > > > > integer          10
-@13  34..68  > > RETURN               projections=[@14, @16, @21, @26]
-@14  41..42  > > > projection         expression=@15
-@15  41..42  > > > > identifier       `0`
-@16  44..50  > > > projection         expression=@17, alias=@20
-@17  44..50  > > > > property         @18.@19
-@18  44..45  > > > > > identifier     `0`
-@19  46..50  > > > > > prop name      `name`
-@20  44..50  > > > > identifier       `0.name`
-@21  52..57  > > > projection         expression=@22, alias=@25
-@22  52..57  > > > > property         @23.@24
-@23  52..53  > > > > > identifier     `0`
-@24  54..57  > > > > > prop name      `age`
-@25  52..57  > > > > identifier       `0.age`
-@26  59..68  > > > projection         expression=@27, alias=@30
-@27  59..67  > > > > apply            @28(@29)
-@28  59..64  > > > > > function name  `count`
-@29  65..66  > > > > > identifier     `0`
+ @0   0..68  statement                body=@1
+ @1   0..68  > query                  clauses=[@2, @13]
+ @2   0..34  > > MATCH                pattern=@3, where=@8
+ @3   6..16  > > > pattern            paths=[@4]
+ @4   6..16  > > > > pattern path     (@5)
+ @5   6..16  > > > > > node pattern   (@6:@7)
+ @6   7..8   > > > > > > identifier   `0`
+ @7   8..15  > > > > > > label        :`Person`
+ @8  23..34  > > > comparison         @9 > @12
+ @9  23..29  > > > > property         @10.@11
+@10  23..24  > > > > > identifier     `0`
+@11  25..28  > > > > > prop name      `age`
+@12  31..33  > > > > integer          10
+@13  34..68  > > RETURN               projections=[@14, @16, @21, @26]
+@14  41..42  > > > projection         expression=@15
+@15  41..42  > > > > identifier       `0`
+@16  44..50  > > > projection         expression=@17, alias=@20
+@17  44..50  > > > > property         @18.@19
+@18  44..45  > > > > > identifier     `0`
+@19  46..50  > > > > > prop name      `name`
+@20  44..50  > > > > identifier       `0.name`
+@21  52..57  > > > projection         expression=@22, alias=@25
+@22  52..57  > > > > property         @23.@24
+@23  52..53  > > > > > identifier     `0`
+@24  54..57  > > > > > prop name      `age`
+@25  52..57  > > > > identifier       `0.age`
+@26  59..68  > > > projection         expression=@27, alias=@30
+@27  59..67  > > > > apply            @28(@29)
+@28  59..64  > > > > > function name  `count`
+@29  65..66  > > > > > identifier     `0`
 @30  59..68  > > > > identifier       `count(0)`
\ No newline at end of file
diff --git a/tests/cypher_tree/11.txt b/tests/cypher_tree/11.txt
index 57ff859c..fcdfa833 100644
--- a/tests/cypher_tree/11.txt
+++ b/tests/cypher_tree/11.txt
@@ -1,29 +1,29 @@
- @0   0..61  statement               body=@1
- @1   0..61  > query                 clauses=[@2, @16]
- @2   0..35  > > MATCH               pattern=@3, where=@11
- @3   6..17  > > > pattern           paths=[@4]
- @4   6..17  > > > > pattern path    (@5)-[@7]-(@9)
- @5   6..9   > > > > > node pattern  (@6)
- @6   7..8   > > > > > > identifier  `a`
- @7   9..14  > > > > > rel pattern   -[@8]-
- @8  11..12  > > > > > > identifier  `b`
- @9  14..17  > > > > > node pattern  (@10)
-@10  15..16  > > > > > > identifier  `c`
-@11  24..35  > > > comparison        @12 > @15
-@12  24..30  > > > > property        @13.@14
-@13  24..25  > > > > > identifier    `a`
-@14  26..29  > > > > > prop name     `age`
-@15  32..34  > > > > integer         10
-@16  35..61  > > RETURN              projections=[@17, @22, @27]
-@17  42..48  > > > projection        expression=@18, alias=@21
-@18  42..48  > > > > property        @19.@20
-@19  42..43  > > > > > identifier    `0`
-@20  44..48  > > > > > prop name     `name`
-@21  42..48  > > > > identifier      `0.name`
-@22  50..57  > > > projection        expression=@23, alias=@26
-@23  50..57  > > > > property        @24.@25
-@24  50..51  > > > > > identifier    `1`
-@25  52..57  > > > > > prop name     `genre`
-@26  50..57  > > > > identifier      `1.genre`
-@27  59..61  > > > projection        expression=@28
+ @0   0..61  statement               body=@1
+ @1   0..61  > query                 clauses=[@2, @16]
+ @2   0..35  > > MATCH               pattern=@3, where=@11
+ @3   6..17  > > > pattern           paths=[@4]
+ @4   6..17  > > > > pattern path    (@5)-[@7]-(@9)
+ @5   6..9   > > > > > node pattern  (@6)
+ @6   7..8   > > > > > > identifier  `a`
+ @7   9..14  > > > > > rel pattern   -[@8]-
+ @8  11..12  > > > > > > identifier  `b`
+ @9  14..17  > > > > > node pattern  (@10)
+@10  15..16  > > > > > > identifier  `c`
+@11  24..35  > > > comparison        @12 > @15
+@12  24..30  > > > > property        @13.@14
+@13  24..25  > > > > > identifier    `a`
+@14  26..29  > > > > > prop name     `age`
+@15  32..34  > > > > integer         10
+@16  35..61  > > RETURN              projections=[@17, @22, @27]
+@17  42..48  > > > projection        expression=@18, alias=@21
+@18  42..48  > > > > property        @19.@20
+@19  42..43  > > > > > identifier    `0`
+@20  44..48  > > > > > prop name     `name`
+@21  42..48  > > > > identifier      `0.name`
+@22  50..57  > > > projection        expression=@23, alias=@26
+@23  50..57  > > > > property        @24.@25
+@24  50..51  > > > > > identifier    `1`
+@25  52..57  > > > > > prop name     `genre`
+@26  50..57  > > > > identifier      `1.genre`
+@27  59..61  > > > projection        expression=@28
 @28  59..60  > > > > identifier      `2`
\ No newline at end of file
diff --git a/tests/cypher_tree/2.txt b/tests/cypher_tree/2.txt
index e1c20ac8..c22c87fa 100644
--- a/tests/cypher_tree/2.txt
+++ b/tests/cypher_tree/2.txt
@@ -1,22 +1,22 @@
- @0   0..63  statement               body=@1
- @1   0..63  > query                 clauses=[@2, @19]
- @2   0..54  > > MATCH               pattern=@3, where=@14
- @3   6..23  > > > pattern           paths=[@4]
- @4   6..23  > > > > pattern path    (@5)-[@8]-(@11)
- @5   6..11  > > > > > node pattern  (@6:@7)
- @6   7..8   > > > > > > identifier  `a`
- @7   8..10  > > > > > > label       :`A`
- @8  11..18  > > > > > rel pattern   -[@9:@10]-
- @9  13..14  > > > > > > identifier  `b`
-@10  14..16  > > > > > > rel type    :`B`
-@11  18..23  > > > > > node pattern  (@12:@13)
-@12  19..20  > > > > > > identifier  `c`
-@13  20..22  > > > > > > label       :`C`
-@14  30..54  > > > binary operator   @15 CONTAINS @18
-@15  30..37  > > > > property        @16.@17
-@16  30..31  > > > > > identifier    `a`
-@17  32..36  > > > > > prop name     `name`
-@18  46..53  > > > > string          "hello"
-@19  54..63  > > RETURN              projections=[@20]
-@20  61..63  > > > projection        expression=@21
+ @0   0..63  statement               body=@1
+ @1   0..63  > query                 clauses=[@2, @19]
+ @2   0..54  > > MATCH               pattern=@3, where=@14
+ @3   6..23  > > > pattern           paths=[@4]
+ @4   6..23  > > > > pattern path    (@5)-[@8]-(@11)
+ @5   6..11  > > > > > node pattern  (@6:@7)
+ @6   7..8   > > > > > > identifier  `a`
+ @7   8..10  > > > > > > label       :`A`
+ @8  11..18  > > > > > rel pattern   -[@9:@10]-
+ @9  13..14  > > > > > > identifier  `b`
+@10  14..16  > > > > > > rel type    :`B`
+@11  18..23  > > > > > node pattern  (@12:@13)
+@12  19..20  > > > > > > identifier  `c`
+@13  20..22  > > > > > > label       :`C`
+@14  30..54  > > > binary operator   @15 CONTAINS @18
+@15  30..37  > > > > property        @16.@17
+@16  30..31  > > > > > identifier    `a`
+@17  32..36  > > > > > prop name     `name`
+@18  46..53  > > > > string          "hello"
+@19  54..63  > > RETURN              projections=[@20]
+@20  61..63  > > > projection        expression=@21
 @21  61..62  > > > > identifier      `a`
\ No newline at end of file
diff --git a/tests/cypher_tree/3.txt b/tests/cypher_tree/3.txt
index af0823d6..983a39a7 100644
--- a/tests/cypher_tree/3.txt
+++ b/tests/cypher_tree/3.txt
@@ -1,30 +1,30 @@
- @0   0..84  statement                  body=@1
- @1   0..84  > query                    clauses=[@2, @27]
- @2   0..75  > > MATCH                  pattern=@3, where=@14
- @3   6..23  > > > pattern              paths=[@4]
- @4   6..23  > > > > pattern path       (@5)-[@8]-(@11)
- @5   6..11  > > > > > node pattern     (@6:@7)
- @6   7..8   > > > > > > identifier     `a`
- @7   8..10  > > > > > > label          :`A`
- @8  11..18  > > > > > rel pattern      -[@9:@10]-
- @9  13..14  > > > > > > identifier     `b`
-@10  14..16  > > > > > > rel type       :`B`
-@11  18..23  > > > > > node pattern     (@12:@13)
-@12  19..20  > > > > > > identifier     `c`
-@13  20..22  > > > > > > label          :`C`
-@14  30..75  > > > binary operator      @15 AND @20
-@15  30..54  > > > > binary operator    @16 CONTAINS @19
-@16  30..37  > > > > > property         @17.@18
-@17  30..31  > > > > > > identifier     `a`
-@18  32..36  > > > > > > prop name      `name`
-@19  46..53  > > > > > string           "hello"
-@20  58..75  > > > > comparison         @21 > @26
-@21  58..70  > > > > > binary operator  @22 + @25
-@22  58..64  > > > > > > property       @23.@24
-@23  58..59  > > > > > > > identifier   `a`
-@24  60..63  > > > > > > > prop name    `age`
-@25  66..69  > > > > > > float          5.5
-@26  72..74  > > > > > integer          10
-@27  75..84  > > RETURN                 projections=[@28]
-@28  82..84  > > > projection           expression=@29
+ @0   0..84  statement                  body=@1
+ @1   0..84  > query                    clauses=[@2, @27]
+ @2   0..75  > > MATCH                  pattern=@3, where=@14
+ @3   6..23  > > > pattern              paths=[@4]
+ @4   6..23  > > > > pattern path       (@5)-[@8]-(@11)
+ @5   6..11  > > > > > node pattern     (@6:@7)
+ @6   7..8   > > > > > > identifier     `a`
+ @7   8..10  > > > > > > label          :`A`
+ @8  11..18  > > > > > rel pattern      -[@9:@10]-
+ @9  13..14  > > > > > > identifier     `b`
+@10  14..16  > > > > > > rel type       :`B`
+@11  18..23  > > > > > node pattern     (@12:@13)
+@12  19..20  > > > > > > identifier     `c`
+@13  20..22  > > > > > > label          :`C`
+@14  30..75  > > > binary operator      @15 AND @20
+@15  30..54  > > > > binary operator    @16 CONTAINS @19
+@16  30..37  > > > > > property         @17.@18
+@17  30..31  > > > > > > identifier     `a`
+@18  32..36  > > > > > > prop name      `name`
+@19  46..53  > > > > > string           "hello"
+@20  58..75  > > > > comparison         @21 > @26
+@21  58..70  > > > > > binary operator  @22 + @25
+@22  58..64  > > > > > > property       @23.@24
+@23  58..59  > > > > > > > identifier   `a`
+@24  60..63  > > > > > > > prop name    `age`
+@25  66..69  > > > > > > float          5.5
+@26  72..74  > > > > > integer          10
+@27  75..84  > > RETURN                 projections=[@28]
+@28  82..84  > > > projection           expression=@29
 @29  82..83  > > > > identifier         `a`
\ No newline at end of file
diff --git a/tests/cypher_tree/4.txt b/tests/cypher_tree/4.txt
index 41825892..6b307f39 100644
--- a/tests/cypher_tree/4.txt
+++ b/tests/cypher_tree/4.txt
@@ -1,22 +1,22 @@
- @0   0..49  statement               body=@1
- @1   0..49  > query                 clauses=[@2]
- @2   0..48  > > MATCH               pattern=@3, where=@11
- @3   6..17  > > > pattern           paths=[@4]
- @4   6..17  > > > > pattern path    (@5)-[@7]-(@9)
- @5   6..9   > > > > > node pattern  (@6)
- @6   7..8   > > > > > > identifier  `0`
- @7   9..14  > > > > > rel pattern   -[@8]-
- @8  11..12  > > > > > > identifier  `3`
- @9  14..17  > > > > > node pattern  (@10)
-@10  15..16  > > > > > > identifier  `1`
-@11  24..48  > > > binary operator   @12 AND @17
-@12  24..35  > > > > comparison      @13 > @16
-@13  24..30  > > > > > property      @14.@15
-@14  24..25  > > > > > > identifier  `0`
-@15  26..29  > > > > > > prop name   `age`
-@16  32..34  > > > > > integer       10
-@17  39..48  > > > > comparison      @18 < @21
-@18  39..45  > > > > > property      @19.@20
-@19  39..40  > > > > > > identifier  `3`
-@20  41..44  > > > > > > prop name   `age`
+ @0   0..49  statement               body=@1
+ @1   0..49  > query                 clauses=[@2]
+ @2   0..48  > > MATCH               pattern=@3, where=@11
+ @3   6..17  > > > pattern           paths=[@4]
+ @4   6..17  > > > > pattern path    (@5)-[@7]-(@9)
+ @5   6..9   > > > > > node pattern  (@6)
+ @6   7..8   > > > > > > identifier  `0`
+ @7   9..14  > > > > > rel pattern   -[@8]-
+ @8  11..12  > > > > > > identifier  `3`
+ @9  14..17  > > > > > node pattern  (@10)
+@10  15..16  > > > > > > identifier  `1`
+@11  24..48  > > > binary operator   @12 AND @17
+@12  24..35  > > > > comparison      @13 > @16
+@13  24..30  > > > > > property      @14.@15
+@14  24..25  > > > > > > identifier  `0`
+@15  26..29  > > > > > > prop name   `age`
+@16  32..34  > > > > > integer       10
+@17  39..48  > > > > comparison      @18 < @21
+@18  39..45  > > > > > property      @19.@20
+@19  39..40  > > > > > > identifier  `3`
+@20  41..44  > > > > > > prop name   `age`
 @21  47..48  > > > > > integer       5
\ No newline at end of file
diff --git a/tests/cypher_tree/5.txt b/tests/cypher_tree/5.txt
index 57a0ad14..3142a28d 100644
--- a/tests/cypher_tree/5.txt
+++ b/tests/cypher_tree/5.txt
@@ -1,26 +1,26 @@
- @0   0..57  statement                  body=@1
- @1   0..57  > query                    clauses=[@2]
- @2   0..56  > > MATCH                  pattern=@3, where=@11
- @3   6..17  > > > pattern              paths=[@4]
- @4   6..17  > > > > pattern path       (@5)-[@7]-(@9)
- @5   6..9   > > > > > node pattern     (@6)
- @6   7..8   > > > > > > identifier     `a`
- @7   9..14  > > > > > rel pattern      -[@8]-
- @8  11..12  > > > > > > identifier     `b`
- @9  14..17  > > > > > node pattern     (@10)
-@10  15..16  > > > > > > identifier     `c`
-@11  24..56  > > > binary operator      @12 AND @17
-@12  24..35  > > > > comparison         @13 > @16
-@13  24..30  > > > > > property         @14.@15
-@14  24..25  > > > > > > identifier     `a`
-@15  26..29  > > > > > > prop name      `age`
-@16  32..34  > > > > > integer          10
-@17  39..56  > > > > comparison         @18 < @23
-@18  39..49  > > > > > binary operator  @19 + @22
-@19  39..45  > > > > > > property       @20.@21
-@20  39..40  > > > > > > > identifier   `b`
-@21  41..44  > > > > > > > prop name    `age`
-@22  47..48  > > > > > > integer        5
-@23  51..56  > > > > > property         @24.@25
-@24  51..52  > > > > > > identifier     `a`
+ @0   0..57  statement                  body=@1
+ @1   0..57  > query                    clauses=[@2]
+ @2   0..56  > > MATCH                  pattern=@3, where=@11
+ @3   6..17  > > > pattern              paths=[@4]
+ @4   6..17  > > > > pattern path       (@5)-[@7]-(@9)
+ @5   6..9   > > > > > node pattern     (@6)
+ @6   7..8   > > > > > > identifier     `a`
+ @7   9..14  > > > > > rel pattern      -[@8]-
+ @8  11..12  > > > > > > identifier     `b`
+ @9  14..17  > > > > > node pattern     (@10)
+@10  15..16  > > > > > > identifier     `c`
+@11  24..56  > > > binary operator      @12 AND @17
+@12  24..35  > > > > comparison         @13 > @16
+@13  24..30  > > > > > property         @14.@15
+@14  24..25  > > > > > > identifier     `a`
+@15  26..29  > > > > > > prop name      `age`
+@16  32..34  > > > > > integer          10
+@17  39..56  > > > > comparison         @18 < @23
+@18  39..49  > > > > > binary operator  @19 + @22
+@19  39..45  > > > > > > property       @20.@21
+@20  39..40  > > > > > > > identifier   `b`
+@21  41..44  > > > > > > > prop name    `age`
+@22  47..48  > > > > > > integer        5
+@23  51..56  > > > > > property         @24.@25
+@24  51..52  > > > > > > identifier     `a`
 @25  53..56  > > > > > > prop name      `age`
\ No newline at end of file
diff --git a/tests/cypher_tree/6.txt b/tests/cypher_tree/6.txt
index 1c987a88..e40cc015 100644
--- a/tests/cypher_tree/6.txt
+++ b/tests/cypher_tree/6.txt
@@ -1,30 +1,30 @@
- @0   0..64  statement                  body=@1
- @1   0..64  > query                    clauses=[@2]
- @2   0..63  > > MATCH                  pattern=@3, where=@11
- @3   6..17  > > > pattern              paths=[@4]
- @4   6..17  > > > > pattern path       (@5)-[@7]-(@9)
- @5   6..9   > > > > > node pattern     (@6)
- @6   7..8   > > > > > > identifier     `a`
- @7   9..14  > > > > > rel pattern      -[@8]-
- @8  11..12  > > > > > > identifier     `b`
- @9  14..17  > > > > > node pattern     (@10)
-@10  15..16  > > > > > > identifier     `c`
-@11  24..63  > > > binary operator      @12 OR @21
-@12  24..43  > > > > comparison         @13 > @20
-@13  24..38  > > > > > binary operator  @14 + @17
-@14  24..30  > > > > > > property       @15.@16
-@15  24..25  > > > > > > > identifier   `a`
-@16  26..29  > > > > > > > prop name    `age`
-@17  32..38  > > > > > > property       @18.@19
-@18  32..33  > > > > > > > identifier   `b`
-@19  34..37  > > > > > > > prop name    `age`
-@20  40..42  > > > > > integer          10
-@21  46..63  > > > > comparison         @22 < @27
-@22  46..56  > > > > > binary operator  @23 + @26
-@23  46..52  > > > > > > property       @24.@25
-@24  46..47  > > > > > > > identifier   `b`
-@25  48..51  > > > > > > > prop name    `age`
-@26  54..55  > > > > > > integer        5
-@27  58..63  > > > > > property         @28.@29
-@28  58..59  > > > > > > identifier     `a`
-@29  60..63  > > > > > > prop name      `age`
+ @0   0..64  statement                  body=@1
+ @1   0..64  > query                    clauses=[@2]
+ @2   0..63  > > MATCH                  pattern=@3, where=@11
+ @3   6..17  > > > pattern              paths=[@4]
+ @4   6..17  > > > > pattern path       (@5)-[@7]-(@9)
+ @5   6..9   > > > > > node pattern     (@6)
+ @6   7..8   > > > > > > identifier     `a`
+ @7   9..14  > > > > > rel pattern      -[@8]-
+ @8  11..12  > > > > > > identifier     `b`
+ @9  14..17  > > > > > node pattern     (@10)
+@10  15..16  > > > > > > identifier     `c`
+@11  24..63  > > > binary operator      @12 OR @21
+@12  24..43  > > > > comparison         @13 > @20
+@13  24..38  > > > > > binary operator  @14 + @17
+@14  24..30  > > > > > > property       @15.@16
+@15  24..25  > > > > > > > identifier   `a`
+@16  26..29  > > > > > > > prop name    `age`
+@17  32..38  > > > > > > property       @18.@19
+@18  32..33  > > > > > > > identifier   `b`
+@19  34..37  > > > > > > > prop name    `age`
+@20  40..42  > > > > > integer          10
+@21  46..63  > > > > comparison         @22 < @27
+@22  46..56  > > > > > binary operator  @23 + @26
+@23  46..52  > > > > > > property       @24.@25
+@24  46..47  > > > > > > > identifier   `b`
+@25  48..51  > > > > > > > prop name    `age`
+@26  54..55  > > > > > > integer        5
+@27  58..63  > > > > > property         @28.@29
+@28  58..59  > > > > > > identifier     `a`
+@29  60..63  > > > > > > prop name      `age`
diff --git a/tests/cypher_tree/7.txt b/tests/cypher_tree/7.txt
index 8f2fc37d..ff2c8cd5 100644
--- a/tests/cypher_tree/7.txt
+++ b/tests/cypher_tree/7.txt
@@ -1,11 +1,11 @@
- @0   0..64  statement                  body=@1
- @1   0..64  > query                    clauses=[@2]
- @2   0..63  > > MATCH                  pattern=@3, where=@11
- @3   6..17  > > > pattern              paths=[@4]
- @4   6..17  > > > > pattern path       (@5)-[@7]-(@9)
- @5   6..9   > > > > > node pattern     (@6)
- @6   7..8   > > > > > > identifier     `a`
- @7   9..14  > > > > > rel pattern      -[@8]-
- @8  11..12  > > > > > > identifier     `b`
- @9  14..17  > > > > > node pattern     (@10)
+ @0   0..64  statement                  body=@1
+ @1   0..64  > query                    clauses=[@2]
+ @2   0..63  > > MATCH                  pattern=@3, where=@11
+ @3   6..17  > > > pattern              paths=[@4]
+ @4   6..17  > > > > pattern path       (@5)-[@7]-(@9)
+ @5   6..9   > > > > > node pattern     (@6)
+ @6   7..8   > > > > > > identifier     `a`
+ @7   9..14  > > > > > rel pattern      -[@8]-
+ @8  11..12  > > > > > > identifier     `b`
+ @9  14..17  > > > > > node pattern     (@10)
 @10  15..16  > > > > > > identifier     `c`
\ No newline at end of file
diff --git a/tests/cypher_tree/8.txt b/tests/cypher_tree/8.txt
index 173873ea..d46b1424 100644
--- a/tests/cypher_tree/8.txt
+++ b/tests/cypher_tree/8.txt
@@ -1,70 +1,70 @@
- @0    0..172  statement                           body=@1
- @1    0..172  > query                             clauses=[@2]
- @2    0..171  > > MATCH                           pattern=@3, where=@23
- @3    6..41   > > > pattern                       paths=[@4]
- @4    6..41   > > > > pattern path                (@5)-[@7]-(@9)-[@11]-(@13)-[@15]-(@17)-[@19]-(@21)
- @5    6..9    > > > > > node pattern              (@6)
- @6    7..8    > > > > > > identifier              `a`
- @7    9..14   > > > > > rel pattern               -[@8]-
- @8   11..12   > > > > > > identifier              `x`
- @9   14..17   > > > > > node pattern              (@10)
-@10   15..16   > > > > > > identifier              `b`
-@11   17..22   > > > > > rel pattern               -[@12]-
-@12   19..20   > > > > > > identifier              `y`
-@13   22..25   > > > > > node pattern              (@14)
-@14   23..24   > > > > > > identifier              `c`
-@15   25..30   > > > > > rel pattern               -[@16]-
-@16   27..28   > > > > > > identifier              `z`
-@17   30..33   > > > > > node pattern              (@18)
-@18   31..32   > > > > > > identifier              `d`
-@19   33..38   > > > > > rel pattern               -[@20]-
-@20   35..36   > > > > > > identifier              `o`
-@21   38..41   > > > > > node pattern              (@22)
-@22   39..40   > > > > > > identifier              `a`
-@23   48..171  > > > binary operator               @24 AND @65
-@24   48..155  > > > > binary operator             @25 AND @60
-@25   48..138  > > > > > binary operator           @26 AND @55
-@26   48..121  > > > > > > binary operator         @27 AND @50
-@27   48..104  > > > > > > > binary operator       @28 AND @45
-@28   48..89   > > > > > > > > binary operator     @29 AND @40
-@29   48..74   > > > > > > > > > binary operator   @30 AND @35
-@30   48..59   > > > > > > > > > > comparison      @31 > @34
-@31   48..54   > > > > > > > > > > > property      @32.@33
-@32   48..49   > > > > > > > > > > > > identifier  `a`
-@33   50..53   > > > > > > > > > > > > prop name   `age`
-@34   56..58   > > > > > > > > > > > integer       10
-@35   63..74   > > > > > > > > > > comparison      @36 > @39
-@36   63..69   > > > > > > > > > > > property      @37.@38
-@37   63..64   > > > > > > > > > > > > identifier  `b`
-@38   65..68   > > > > > > > > > > > > prop name   `age`
-@39   71..73   > > > > > > > > > > > integer       10
-@40   78..89   > > > > > > > > > comparison        @41 > @44
-@41   78..84   > > > > > > > > > > property        @42.@43
-@42   78..79   > > > > > > > > > > > identifier    `c`
-@43   80..83   > > > > > > > > > > > prop name     `age`
-@44   86..88   > > > > > > > > > > integer         10
-@45   93..104  > > > > > > > > comparison          @46 > @49
-@46   93..99   > > > > > > > > > property          @47.@48
-@47   93..94   > > > > > > > > > > identifier      `d`
-@48   95..98   > > > > > > > > > > prop name       `age`
-@49  101..103  > > > > > > > > > integer           10
-@50  108..121  > > > > > > > comparison            @51 < @54
-@51  108..117  > > > > > > > > property            @52.@53
-@52  108..109  > > > > > > > > > identifier        `x`
-@53  110..116  > > > > > > > > > prop name         `length`
-@54  119..120  > > > > > > > > integer             5
-@55  125..138  > > > > > > comparison              @56 < @59
-@56  125..134  > > > > > > > property              @57.@58
-@57  125..126  > > > > > > > > identifier          `y`
-@58  127..133  > > > > > > > > prop name           `length`
-@59  136..137  > > > > > > > integer               5
-@60  142..155  > > > > > comparison                @61 < @64
-@61  142..151  > > > > > > property                @62.@63
-@62  142..143  > > > > > > > identifier            `z`
-@63  144..150  > > > > > > > prop name             `length`
-@64  153..154  > > > > > > integer                 5
-@65  159..171  > > > > comparison                  @66 < @69
-@66  159..168  > > > > > property                  @67.@68
-@67  159..160  > > > > > > identifier              `o`
-@68  161..167  > > > > > > prop name               `length`
-@69  170..171  > > > > > integer                   5
+ @0    0..172  statement                           body=@1
+ @1    0..172  > query                             clauses=[@2]
+ @2    0..171  > > MATCH                           pattern=@3, where=@23
+ @3    6..41   > > > pattern                       paths=[@4]
+ @4    6..41   > > > > pattern path                (@5)-[@7]-(@9)-[@11]-(@13)-[@15]-(@17)-[@19]-(@21)
+ @5    6..9    > > > > > node pattern              (@6)
+ @6    7..8    > > > > > > identifier              `a`
+ @7    9..14   > > > > > rel pattern               -[@8]-
+ @8   11..12   > > > > > > identifier              `x`
+ @9   14..17   > > > > > node pattern              (@10)
+@10   15..16   > > > > > > identifier              `b`
+@11   17..22   > > > > > rel pattern               -[@12]-
+@12   19..20   > > > > > > identifier              `y`
+@13   22..25   > > > > > node pattern              (@14)
+@14   23..24   > > > > > > identifier              `c`
+@15   25..30   > > > > > rel pattern               -[@16]-
+@16   27..28   > > > > > > identifier              `z`
+@17   30..33   > > > > > node pattern              (@18)
+@18   31..32   > > > > > > identifier              `d`
+@19   33..38   > > > > > rel pattern               -[@20]-
+@20   35..36   > > > > > > identifier              `o`
+@21   38..41   > > > > > node pattern              (@22)
+@22   39..40   > > > > > > identifier              `a`
+@23   48..171  > > > binary operator               @24 AND @65
+@24   48..155  > > > > binary operator             @25 AND @60
+@25   48..138  > > > > > binary operator           @26 AND @55
+@26   48..121  > > > > > > binary operator         @27 AND @50
+@27   48..104  > > > > > > > binary operator       @28 AND @45
+@28   48..89   > > > > > > > > binary operator     @29 AND @40
+@29   48..74   > > > > > > > > > binary operator   @30 AND @35
+@30   48..59   > > > > > > > > > > comparison      @31 > @34
+@31   48..54   > > > > > > > > > > > property      @32.@33
+@32   48..49   > > > > > > > > > > > > identifier  `a`
+@33   50..53   > > > > > > > > > > > > prop name   `age`
+@34   56..58   > > > > > > > > > > > integer       10
+@35   63..74   > > > > > > > > > > comparison      @36 > @39
+@36   63..69   > > > > > > > > > > > property      @37.@38
+@37   63..64   > > > > > > > > > > > > identifier  `b`
+@38   65..68   > > > > > > > > > > > > prop name   `age`
+@39   71..73   > > > > > > > > > > > integer       10
+@40   78..89   > > > > > > > > > comparison        @41 > @44
+@41   78..84   > > > > > > > > > > property        @42.@43
+@42   78..79   > > > > > > > > > > > identifier    `c`
+@43   80..83   > > > > > > > > > > > prop name     `age`
+@44   86..88   > > > > > > > > > > integer         10
+@45   93..104  > > > > > > > > comparison          @46 > @49
+@46   93..99   > > > > > > > > > property          @47.@48
+@47   93..94   > > > > > > > > > > identifier      `d`
+@48   95..98   > > > > > > > > > > prop name       `age`
+@49  101..103  > > > > > > > > > integer           10
+@50  108..121  > > > > > > > comparison            @51 < @54
+@51  108..117  > > > > > > > > property            @52.@53
+@52  108..109  > > > > > > > > > identifier        `x`
+@53  110..116  > > > > > > > > > prop name         `length`
+@54  119..120  > > > > > > > > integer             5
+@55  125..138  > > > > > > comparison              @56 < @59
+@56  125..134  > > > > > > > property              @57.@58
+@57  125..126  > > > > > > > > identifier          `y`
+@58  127..133  > > > > > > > > prop name           `length`
+@59  136..137  > > > > > > > integer               5
+@60  142..155  > > > > > comparison                @61 < @64
+@61  142..151  > > > > > > property                @62.@63
+@62  142..143  > > > > > > > identifier            `z`
+@63  144..150  > > > > > > > prop name             `length`
+@64  153..154  > > > > > > integer                 5
+@65  159..171  > > > > comparison                  @66 < @69
+@66  159..168  > > > > > property                  @67.@68
+@67  159..160  > > > > > > identifier              `o`
+@68  161..167  > > > > > > prop name               `length`
+@69  170..171  > > > > > integer                   5
diff --git a/tests/cypher_tree/9.txt b/tests/cypher_tree/9.txt
index 744dba74..aa15bb41 100644
--- a/tests/cypher_tree/9.txt
+++ b/tests/cypher_tree/9.txt
@@ -1,37 +1,37 @@
- @0    0..127  statement                      body=@1
- @1    0..127  > query                        clauses=[@2]
- @2    0..127  > > MATCH                      pattern=@3, where=@7
- @3    6..9    > > > pattern                  paths=[@4]
- @4    6..9    > > > > pattern path           (@5)
- @5    6..9    > > > > > node pattern         (@6)
- @6    7..8    > > > > > > identifier         `a`
- @7   16..127  > > > binary operator          @8 AND @11
- @8   16..28   > > > > property               @9.@10
- @9   16..17   > > > > > identifier           `a`
-@10   18..27   > > > > > prop name            `is_member`
-@11   33..125  > > > > binary operator        @12 AND @19
-@12   34..47   > > > > > binary operator      @13 = @18
-@13   34..44   > > > > > > binary operator    @14 % @17
-@14   34..40   > > > > > > > property         @15.@16
-@15   34..35   > > > > > > > > identifier     `a`
-@16   36..39   > > > > > > > > prop name      `age`
-@17   42..43   > > > > > > > integer          5
-@18   46..47   > > > > > > integer            0
-@19   54..124  > > > > > binary operator      @20 AND @26
-@20   54..72   > > > > > > comparison         @21 <= @22 <= @25
-@21   54..56   > > > > > > > integer          18
-@22   60..66   > > > > > > > property         @23.@24
-@23   60..61   > > > > > > > > identifier     `a`
-@24   62..65   > > > > > > > > prop name      `age`
-@25   69..71   > > > > > > > integer          35
-@26   77..123  > > > > > > binary operator    @27 OR @32
-@27   78..97   > > > > > > > binary operator  @28 CONTAINS @31
-@28   78..85   > > > > > > > > property       @29.@30
-@29   78..79   > > > > > > > > > identifier   `a`
-@30   80..84   > > > > > > > > > prop name    `name`
-@31   94..97   > > > > > > > > string         "a"
-@32  103..122  > > > > > > > binary operator  @33 CONTAINS @36
-@33  103..110  > > > > > > > > property       @34.@35
-@34  103..104  > > > > > > > > > identifier   `a`
-@35  105..109  > > > > > > > > > prop name    `name`
+ @0    0..127  statement                      body=@1
+ @1    0..127  > query                        clauses=[@2]
+ @2    0..127  > > MATCH                      pattern=@3, where=@7
+ @3    6..9    > > > pattern                  paths=[@4]
+ @4    6..9    > > > > pattern path           (@5)
+ @5    6..9    > > > > > node pattern         (@6)
+ @6    7..8    > > > > > > identifier         `a`
+ @7   16..127  > > > binary operator          @8 AND @11
+ @8   16..28   > > > > property               @9.@10
+ @9   16..17   > > > > > identifier           `a`
+@10   18..27   > > > > > prop name            `is_member`
+@11   33..125  > > > > binary operator        @12 AND @19
+@12   34..47   > > > > > binary operator      @13 = @18
+@13   34..44   > > > > > > binary operator    @14 % @17
+@14   34..40   > > > > > > > property         @15.@16
+@15   34..35   > > > > > > > > identifier     `a`
+@16   36..39   > > > > > > > > prop name      `age`
+@17   42..43   > > > > > > > integer          5
+@18   46..47   > > > > > > integer            0
+@19   54..124  > > > > > binary operator      @20 AND @26
+@20   54..72   > > > > > > comparison         @21 <= @22 <= @25
+@21   54..56   > > > > > > > integer          18
+@22   60..66   > > > > > > > property         @23.@24
+@23   60..61   > > > > > > > > identifier     `a`
+@24   62..65   > > > > > > > > prop name      `age`
+@25   69..71   > > > > > > > integer          35
+@26   77..123  > > > > > > binary operator    @27 OR @32
+@27   78..97   > > > > > > > binary operator  @28 CONTAINS @31
+@28   78..85   > > > > > > > > property       @29.@30
+@29   78..79   > > > > > > > > > identifier   `a`
+@30   80..84   > > > > > > > > > prop name    `name`
+@31   94..97   > > > > > > > > string         "a"
+@32  103..122  > > > > > > > binary operator  @33 CONTAINS @36
+@33  103..110  > > > > > > > > property       @34.@35
+@34  103..104  > > > > > > > > > identifier   `a`
+@35  105..109  > > > > > > > > > prop name    `name`
 @36  119..122  > > > > > > > > string         "o"
\ No newline at end of file
diff --git a/tests/cypher_tree/empty.txt b/tests/cypher_tree/empty.txt
index 9fa6185a..258e880f 100644
--- a/tests/cypher_tree/empty.txt
+++ b/tests/cypher_tree/empty.txt
@@ -1,17 +1,17 @@
- @0   0..50  statement               body=@1
- @1   0..50  > query                 clauses=[@2, @19]
- @2   0..41  > > MATCH               pattern=@3, where=@14
- @3   6..23  > > > pattern           paths=[@4]
- @4   6..23  > > > > pattern path    (@5)-[@8]-(@11)
- @5   6..11  > > > > > node pattern  (@6:@7)
- @6   7..8   > > > > > > identifier  `a`
- @7   8..10  > > > > > > label       :`A`
- @8  11..18  > > > > > rel pattern   -[@9:@10]-
- @9  13..14  > > > > > > identifier  `b`
-@10  14..16  > > > > > > rel type    :`B`
-@11  18..23  > > > > > node pattern  (@12:@13)
-@12  19..20  > > > > > > identifier  `c`
-@13  20..22  > > > > > > label       :`C`
-@19  41..50  > > RETURN              projections=[@20]
-@20  48..50  > > > projection        expression=@21
+ @0   0..50  statement               body=@1
+ @1   0..50  > query                 clauses=[@2, @19]
+ @2   0..41  > > MATCH               pattern=@3, where=@14
+ @3   6..23  > > > pattern           paths=[@4]
+ @4   6..23  > > > > pattern path    (@5)-[@8]-(@11)
+ @5   6..11  > > > > > node pattern  (@6:@7)
+ @6   7..8   > > > > > > identifier  `a`
+ @7   8..10  > > > > > > label       :`A`
+ @8  11..18  > > > > > rel pattern   -[@9:@10]-
+ @9  13..14  > > > > > > identifier  `b`
+@10  14..16  > > > > > > rel type    :`B`
+@11  18..23  > > > > > node pattern  (@12:@13)
+@12  19..20  > > > > > > identifier  `c`
+@13  20..22  > > > > > > label       :`C`
+@19  41..50  > > RETURN              projections=[@20]
+@20  48..50  > > > projection        expression=@21
 @21  48..49  > > > > identifier      `a`
\ No newline at end of file
diff --git a/tests/cypher_tree/string.txt b/tests/cypher_tree/string.txt
index 5fefc494..4dcea73a 100644
--- a/tests/cypher_tree/string.txt
+++ b/tests/cypher_tree/string.txt
@@ -1,20 +1,20 @@
-        " @0   0..70  statement               body=@1\n",
-        " @1   0..70  > query                 clauses=[@2, @19]\n",
-        " @2   0..62  > > MATCH               pattern=@3, where=@14\n",
-        " @3   6..41  > > > pattern           paths=[@4]\n",
-        " @4   6..41  > > > > pattern path    (@5)-[@8]-(@11)\n",
-        " @5   6..17  > > > > > node pattern  (@6:@7)\n",
-        " @6   7..9   > > > > > > identifier  `1`\n",
-        " @7   9..16  > > > > > > label       :`Person`\n",
-        " @8  17..30  > > > > > rel pattern   -[@9:@10]->\n",
-        " @9  19..21  > > > > > > identifier  `4`\n",
-        "@10  21..27  > > > > > > rel type    :`knows`\n",
-        "@11  30..41  > > > > > node pattern  (@12:@13)\n",
-        "@12  31..33  > > > > > > identifier  `0`\n",
-        "@13  33..40  > > > > > > label       :`Person`\n",
-        "@14  48..62  > > > binary operator   @15 = @18\n",
-        "@15  48..56  > > > > property        @16.@17\n",
-        "@16  48..50  > > > > > identifier    `1`\n",
-        "@17  51..55  > > > > > prop name     `name`\n",
-        "@18  58..61  > > > > string          \"K\"\n",
+        " @0   0..70  statement               body=@1\n",
+        " @1   0..70  > query                 clauses=[@2, @19]\n",
+        " @2   0..62  > > MATCH               pattern=@3, where=@14\n",
+        " @3   6..41  > > > pattern           paths=[@4]\n",
+        " @4   6..41  > > > > pattern path    (@5)-[@8]-(@11)\n",
+        " @5   6..17  > > > > > node pattern  (@6:@7)\n",
+        " @6   7..9   > > > > > > identifier  `1`\n",
+        " @7   9..16  > > > > > > label       :`Person`\n",
+        " @8  17..30  > > > > > rel pattern   -[@9:@10]->\n",
+        " @9  19..21  > > > > > > identifier  `4`\n",
+        "@10  21..27  > > > > > > rel type    :`knows`\n",
+        "@11  30..41  > > > > > node pattern  (@12:@13)\n",
+        "@12  31..33  > > > > > > identifier  `0`\n",
+        "@13  33..40  > > > > > > label       :`Person`\n",
+        "@14  48..62  > > > binary operator   @15 = @18\n",
+        "@15  48..56  > > > > property        @16.@17\n",
+        "@16  48..50  > > > > > identifier    `1`\n",
+        "@17  51..55  > > > > > prop name     `name`\n",
+        "@18  58..61  > > > > string          \"K\"\n",
         "@19  62..70  > > RETURN              *, projections=[]\n"
\ No newline at end of file
diff --git a/tests/cypher_tree/undirected_dst2src.txt b/tests/cypher_tree/undirected_dst2src.txt
index 77afa887..2ac60211 100644
--- a/tests/cypher_tree/undirected_dst2src.txt
+++ b/tests/cypher_tree/undirected_dst2src.txt
@@ -1,25 +1,25 @@
- @0   0..68  statement               body=@1
- @1   0..68  > query                 clauses=[@2, @24]
- @2   0..59  > > MATCH               pattern=@3, where=@19
- @3   6..40  > > > pattern           paths=[@4]
- @4   6..40  > > > > pattern path    (@5)-[@7]-(@9)-[@11]-(@13)-[@15]-(@17)
- @5   6..10  > > > > > node pattern  (@6)
- @6   7..9   > > > > > > identifier  `2`
- @7  10..16  > > > > > rel pattern   -[@8]-
- @8  12..14  > > > > > > identifier  `13`
- @9  16..20  > > > > > node pattern  (@10)
-@10  17..19  > > > > > > identifier  `1`
-@11  20..26  > > > > > rel pattern   -[@12]-
-@12  22..24  > > > > > > identifier  `8`
-@13  26..30  > > > > > node pattern  (@14)
-@14  27..29  > > > > > > identifier  `0`
-@15  30..36  > > > > > rel pattern   -[@16]-
-@16  32..34  > > > > > > identifier  `6`
-@17  36..40  > > > > > node pattern  (@18)
-@18  37..39  > > > > > > identifier  `2`
-@19  47..59  > > > comparison        @20 > @23
-@20  47..54  > > > > property        @21.@22
-@21  47..49  > > > > > identifier    `13`
-@22  50..53  > > > > > prop name     `age`
-@23  56..58  > > > > integer         10
+ @0   0..68  statement               body=@1
+ @1   0..68  > query                 clauses=[@2, @24]
+ @2   0..59  > > MATCH               pattern=@3, where=@19
+ @3   6..40  > > > pattern           paths=[@4]
+ @4   6..40  > > > > pattern path    (@5)-[@7]-(@9)-[@11]-(@13)-[@15]-(@17)
+ @5   6..10  > > > > > node pattern  (@6)
+ @6   7..9   > > > > > > identifier  `2`
+ @7  10..16  > > > > > rel pattern   -[@8]-
+ @8  12..14  > > > > > > identifier  `13`
+ @9  16..20  > > > > > node pattern  (@10)
+@10  17..19  > > > > > > identifier  `1`
+@11  20..26  > > > > > rel pattern   -[@12]-
+@12  22..24  > > > > > > identifier  `8`
+@13  26..30  > > > > > node pattern  (@14)
+@14  27..29  > > > > > > identifier  `0`
+@15  30..36  > > > > > rel pattern   -[@16]-
+@16  32..34  > > > > > > identifier  `6`
+@17  36..40  > > > > > node pattern  (@18)
+@18  37..39  > > > > > > identifier  `2`
+@19  47..59  > > > comparison        @20 > @23
+@20  47..54  > > > > property        @21.@22
+@21  47..49  > > > > > identifier    `13`
+@22  50..53  > > > > > prop name     `age`
+@23  56..58  > > > > integer         10
 @24  59..67  > > RETURN              *, projections=[]
\ No newline at end of file
diff --git a/tests/cypher_tree/undirected_src2dst.txt b/tests/cypher_tree/undirected_src2dst.txt
index 5c117a78..ff920738 100644
--- a/tests/cypher_tree/undirected_src2dst.txt
+++ b/tests/cypher_tree/undirected_src2dst.txt
@@ -1,25 +1,25 @@
- @0   0..68  statement               body=@1
- @1   0..68  > query                 clauses=[@2, @24]
- @2   0..59  > > MATCH               pattern=@3, where=@19
- @3   6..40  > > > pattern           paths=[@4]
- @4   6..40  > > > > pattern path    (@5)-[@7]-(@9)-[@11]-(@13)-[@15]-(@17)
- @5   6..10  > > > > > node pattern  (@6)
- @6   7..9   > > > > > > identifier  `2`
- @7  10..16  > > > > > rel pattern   -[@8]-
- @8  12..14  > > > > > > identifier  `13`
- @9  16..20  > > > > > node pattern  (@10)
-@10  17..19  > > > > > > identifier  `1`
-@11  20..26  > > > > > rel pattern   -[@12]-
-@12  22..24  > > > > > > identifier  `8`
-@13  26..30  > > > > > node pattern  (@14)
-@14  27..29  > > > > > > identifier  `0`
-@15  30..36  > > > > > rel pattern   -[@16]-
-@16  32..34  > > > > > > identifier  `6`
-@17  36..40  > > > > > node pattern  (@18)
-@18  37..39  > > > > > > identifier  `2`
-@19  47..59  > > > comparison        @20 > @23
-@20  47..54  > > > > property        @21.@22
-@21  47..49  > > > > > identifier    `6`
-@22  50..53  > > > > > prop name     `age`
-@23  56..58  > > > > integer         10
+ @0   0..68  statement               body=@1
+ @1   0..68  > query                 clauses=[@2, @24]
+ @2   0..59  > > MATCH               pattern=@3, where=@19
+ @3   6..40  > > > pattern           paths=[@4]
+ @4   6..40  > > > > pattern path    (@5)-[@7]-(@9)-[@11]-(@13)-[@15]-(@17)
+ @5   6..10  > > > > > node pattern  (@6)
+ @6   7..9   > > > > > > identifier  `2`
+ @7  10..16  > > > > > rel pattern   -[@8]-
+ @8  12..14  > > > > > > identifier  `13`
+ @9  16..20  > > > > > node pattern  (@10)
+@10  17..19  > > > > > > identifier  `1`
+@11  20..26  > > > > > rel pattern   -[@12]-
+@12  22..24  > > > > > > identifier  `8`
+@13  26..30  > > > > > node pattern  (@14)
+@14  27..29  > > > > > > identifier  `0`
+@15  30..36  > > > > > rel pattern   -[@16]-
+@16  32..34  > > > > > > identifier  `6`
+@17  36..40  > > > > > node pattern  (@18)
+@18  37..39  > > > > > > identifier  `2`
+@19  47..59  > > > comparison        @20 > @23
+@20  47..54  > > > > property        @21.@22
+@21  47..49  > > > > > identifier    `6`
+@22  50..53  > > > > > prop name     `age`
+@23  56..58  > > > > integer         10
 @24  59..67  > > RETURN              *, projections=[]
\ No newline at end of file
diff --git a/tests/graph_gen.rs b/tests/graph_gen.rs
index bd546986..e847786b 100644
--- a/tests/graph_gen.rs
+++ b/tests/graph_gen.rs
@@ -1,52 +1,52 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-extern crate rust_graph;
-
-use rust_graph::prelude::*;
-
-use rust_graph::graph_gen::{complete_graph_unlabeled, empty_graph_unlabeled};
-use rust_graph::graph_gen::{random_gnm_graph_unlabeled, random_gnp_graph_unlabeled};
-use rust_graph::graph_impl::{DiGraphMap, UnGraphMap};
-
-#[test]
-fn test_random_gnp_graph() {
-    let num_of_nodes = 100;
-
-    let empty: DiGraphMap<u8> = random_gnp_graph_unlabeled(num_of_nodes, 0f32);
-    assert_eq!(empty, empty_graph_unlabeled(num_of_nodes));
-
-    let clique: UnGraphMap<u8> = random_gnp_graph_unlabeled(num_of_nodes, 1f32);
-    assert_eq!(clique, complete_graph_unlabeled(num_of_nodes));
-}
-
-#[test]
-fn test_random_gnm_graph() {
-    let num_of_nodes = 100;
-    let num_of_edges = 1000;
-
-    let g1: DiGraphMap<u8> = random_gnm_graph_unlabeled(num_of_nodes, num_of_edges);
-    assert_eq!(g1.node_count(), num_of_nodes);
-    assert_eq!(g1.edge_count(), num_of_edges);
-
-    let g2: UnGraphMap<u8> = random_gnm_graph_unlabeled(num_of_nodes, num_of_edges);
-    assert_eq!(g2.node_count(), num_of_nodes);
-    assert_eq!(g2.edge_count(), num_of_edges);
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+extern crate rust_graph;
+
+use rust_graph::prelude::*;
+
+use rust_graph::graph_gen::{complete_graph_unlabeled, empty_graph_unlabeled};
+use rust_graph::graph_gen::{random_gnm_graph_unlabeled, random_gnp_graph_unlabeled};
+use rust_graph::graph_impl::{DiGraphMap, UnGraphMap};
+
+#[test]
+fn test_random_gnp_graph() {
+    let num_of_nodes = 100;
+
+    let empty: DiGraphMap<u8> = random_gnp_graph_unlabeled(num_of_nodes, 0f32);
+    assert_eq!(empty, empty_graph_unlabeled(num_of_nodes));
+
+    let clique: UnGraphMap<u8> = random_gnp_graph_unlabeled(num_of_nodes, 1f32);
+    assert_eq!(clique, complete_graph_unlabeled(num_of_nodes));
+}
+
+#[test]
+fn test_random_gnm_graph() {
+    let num_of_nodes = 100;
+    let num_of_edges = 1000;
+
+    let g1: DiGraphMap<u8> = random_gnm_graph_unlabeled(num_of_nodes, num_of_edges);
+    assert_eq!(g1.node_count(), num_of_nodes);
+    assert_eq!(g1.edge_count(), num_of_edges);
+
+    let g2: UnGraphMap<u8> = random_gnm_graph_unlabeled(num_of_nodes, num_of_edges);
+    assert_eq!(g2.node_count(), num_of_nodes);
+    assert_eq!(g2.edge_count(), num_of_edges);
+}
diff --git a/tests/graph_map.rs b/tests/graph_map.rs
index a9e00005..bd38d9aa 100644
--- a/tests/graph_map.rs
+++ b/tests/graph_map.rs
@@ -1,470 +1,470 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-extern crate rust_graph;
-
-use std::collections::HashMap;
-
-use rust_graph::generic::{MutEdgeType, MutNodeType};
-use rust_graph::graph_impl::graph_map::{Edge, MutEdge, NodeMap, NodeMapTrait};
-use rust_graph::prelude::*;
-use rust_graph::{DiGraphMap, UnGraphMap};
-
-#[test]
-fn test_add_get_node() {
-    let mut g = UnGraphMap::<&str>::new();
-
-    g.add_node(0, Some("a"));
-    assert_eq!(g.node_count(), 1);
-    g.add_node(1, Some("b"));
-    assert_eq!(g.node_count(), 2);
-    g.add_node(2, Some("a"));
-    assert_eq!(g.node_count(), 3);
-    g.add_node(3, None);
-    assert_eq!(g.node_count(), 4);
-
-    let n0_expected = NodeMap::new(0, Some(0));
-    let n1_expected = NodeMap::new(1, Some(1));
-    let mut n2_expected = NodeMap::new(2, Some(0));
-    let mut n3_expected = NodeMap::new(3, None);
-
-    assert_eq!(g.get_node(0).unwrap_nodemap(), &n0_expected);
-    assert_eq!(g.get_node(1).unwrap_nodemap(), &n1_expected);
-    assert_eq!(g.get_node_mut(2), MutNodeType::NodeMapRef(&mut n2_expected));
-    assert_eq!(g.get_node_mut(3), MutNodeType::NodeMapRef(&mut n3_expected));
-    assert!(g.get_node(4).is_none());
-}
-
-#[test]
-fn test_duplicate_node() {
-    let mut g = UnGraphMap::<&str>::new();
-
-    g.add_node(0, Some("a"));
-    assert!(!g.add_node(0, None));
-}
-
-#[test]
-fn test_remove_node_directed() {
-    let mut g = DiGraphMap::<&str>::new();
-
-    g.add_node(0, None);
-    g.add_node(1, None);
-    g.add_node(2, None);
-
-    g.add_edge(0, 1, None);
-    g.add_edge(0, 2, None);
-    g.add_edge(1, 0, None);
-
-    g.remove_node(0);
-
-    assert_eq!(g.node_count(), 2);
-    assert_eq!(g.edge_count(), 0);
-
-    assert!(!g.has_node(0));
-
-    assert!(!g.has_edge(0, 1));
-    assert!(!g.has_edge(0, 2));
-    assert!(!g.has_edge(1, 0));
-}
-
-#[test]
-fn test_remove_node_undirected() {
-    let mut g = UnGraphMap::<&str>::new();
-
-    g.add_node(0, None);
-    g.add_node(1, None);
-    g.add_node(2, None);
-
-    g.add_edge(0, 1, None);
-    g.add_edge(0, 2, None);
-    g.add_edge(1, 2, None);
-
-    g.remove_node(0);
-
-    assert_eq!(g.node_count(), 2);
-    assert_eq!(g.edge_count(), 1);
-
-    assert!(!g.has_node(0));
-
-    assert!(!g.has_edge(0, 1));
-    assert!(!g.has_edge(1, 0));
-    assert!(!g.has_edge(0, 2));
-    assert!(!g.has_edge(2, 0));
-}
-
-#[test]
-fn test_add_get_edge_directed() {
-    let mut g = DiGraphMap::<&str>::new();
-
-    g.add_node(0, None);
-    g.add_node(1, None);
-    g.add_node(2, None);
-
-    g.add_edge(0, 1, Some("a"));
-    assert_eq!(g.edge_count(), 1);
-    g.add_edge(1, 2, Some("b"));
-    assert_eq!(g.edge_count(), 2);
-    g.add_edge(2, 0, Some("a"));
-    assert_eq!(g.edge_count(), 3);
-    g.add_edge(1, 0, None);
-    assert_eq!(g.edge_count(), 4);
-    g.add_edge(0, 0, None);
-    assert_eq!(g.edge_count(), 5);
-
-    let e0_expected = Edge::new(0, 1, Some(0));
-    let e1_expected = Edge::new(1, 2, Some(1));
-    let mut e2_expected = Some(DefaultId::new(0));
-
-    assert_eq!(g.get_edge(0, 1).unwrap(), e0_expected);
-    assert_eq!(g.get_edge(1, 2).unwrap(), e1_expected);
-    assert_eq!(
-        g.get_edge_mut(2, 0),
-        MutEdgeType::EdgeRef(MutEdge::new(2, 0, &mut e2_expected))
-    );
-    assert_eq!(
-        g.get_edge_mut(1, 0),
-        MutEdgeType::EdgeRef(MutEdge::new(1, 0, &mut None))
-    );
-
-    assert!(g.get_edge(1, 3).is_none());
-    assert!(g.get_edge_mut(2, 1).is_none());
-
-    assert!(g.has_edge(0, 0));
-}
-
-#[test]
-fn test_add_get_edge_undirected() {
-    let mut g = UnGraphMap::<&str>::new();
-
-    g.add_node(0, None);
-    g.add_node(1, None);
-    g.add_node(2, None);
-    g.add_node(3, None);
-
-    g.add_edge(0, 1, Some("a"));
-    assert_eq!(g.edge_count(), 1);
-    g.add_edge(1, 2, Some("b"));
-    assert_eq!(g.edge_count(), 2);
-    g.add_edge(2, 0, Some("a"));
-    assert_eq!(g.edge_count(), 3);
-    g.add_edge(0, 0, None);
-    assert_eq!(g.edge_count(), 4);
-
-    let e0_expected = Edge::new(0, 1, Some(0));
-    let e1_expected = Edge::new(1, 2, Some(1));
-    let e1_expected_1 = Edge::new(2, 1, Some(1));
-    let mut e2_expected = Some(DefaultId::new(0));
-
-    assert_eq!(g.get_edge(0, 1).unwrap(), e0_expected);
-    assert_eq!(g.get_edge(1, 2).unwrap(), e1_expected);
-    assert_eq!(g.get_edge(2, 1).unwrap(), e1_expected_1);
-    assert_eq!(
-        g.get_edge_mut(2, 0),
-        MutEdgeType::EdgeRef(MutEdge::new(2, 0, &mut e2_expected))
-    );
-    assert_eq!(
-        g.get_edge_mut(0, 2),
-        MutEdgeType::EdgeRef(MutEdge::new(0, 2, &mut e2_expected))
-    );
-
-    assert!(g.get_edge(1, 3).is_none());
-    assert!(g.get_edge_mut(0, 3).is_none());
-
-    assert!(g.has_edge(0, 0));
-}
-
-#[test]
-fn test_multi_adding() {
-    let mut g = DiGraphMap::<&str>::new();
-    g.add_node(0, None);
-    g.add_node(1, None);
-    g.add_edge(0, 1, None);
-
-    assert!(!g.add_node(0, Some("label")));
-    assert_eq!(g.get_node_label(0), Some(&"label"));
-
-    assert!(!g.add_edge(0, 1, Some("label")));
-    assert_eq!(g.get_edge_label(0, 1), Some(&"label"));
-
-    let mut g = UnGraphMap::<&str>::new();
-    g.add_node(0, None);
-    g.add_node(1, None);
-    g.add_edge(0, 1, None);
-
-    assert!(!g.add_node(0, Some("label")));
-    assert_eq!(g.get_node_label(0), Some(&"label"));
-
-    assert!(!g.add_edge(1, 0, Some("label")));
-    assert_eq!(g.get_edge_label(0, 1), Some(&"label"));
-}
-
-#[test]
-fn test_remove_edge_directed() {
-    let mut g = DiGraphMap::<&str>::new();
-    g.add_node(0, None);
-    g.add_node(1, None);
-    g.add_node(2, None);
-    g.add_edge(0, 1, None);
-    g.add_edge(1, 0, None);
-    g.add_edge(1, 2, None);
-
-    g.remove_edge(0, 1);
-
-    assert_eq!(g.edge_count(), 2);
-    assert!(!g.has_edge(0, 1));
-    assert!(!g.get_node(0).unwrap_nodemap().neighbors().contains(&1));
-    assert!(!g.get_node(1).unwrap_nodemap().in_neighbors().contains(&0));
-
-    g.remove_edge(1, 2);
-    assert_eq!(g.edge_count(), 1);
-    assert!(!g.has_edge(1, 2));
-    assert!(!g.get_node(1).unwrap_nodemap().neighbors().contains(&2));
-    assert!(!g.get_node(2).unwrap_nodemap().in_neighbors().contains(&1));
-
-    assert!(g.has_edge(1, 0));
-}
-
-#[test]
-fn test_remove_edge_undirected() {
-    let mut g = UnGraphMap::<&str>::new();
-    g.add_node(0, None);
-    g.add_node(1, None);
-    g.add_node(2, None);
-    g.add_edge(0, 1, None);
-    g.add_edge(2, 1, None);
-
-    g.remove_edge(1, 0);
-    assert_eq!(g.edge_count(), 1);
-    assert!(!g.has_edge(0, 1));
-    assert!(!g.get_node(0).unwrap_nodemap().neighbors().contains(&1));
-    assert!(!g.get_node(1).unwrap_nodemap().neighbors().contains(&0));
-
-    g.remove_edge(1, 2);
-    assert_eq!(g.edge_count(), 0);
-    assert!(!g.get_node(1).unwrap_nodemap().neighbors().contains(&2));
-    assert!(!g.get_node(2).unwrap_nodemap().neighbors().contains(&1));
-}
-
-#[test]
-fn test_get_node_edge_label() {
-    let mut g = DiGraphMap::<&str>::new();
-    g.add_node(0, Some("0"));
-    g.add_node(1, None);
-    g.add_edge(0, 1, Some("(0,1)"));
-    g.add_edge(1, 0, None);
-
-    assert_eq!(g.get_node_label(0), Some(&"0"));
-    assert_eq!(g.get_node_label(1), None);
-
-    assert_eq!(g.get_edge_label(0, 1), Some(&"(0,1)"));
-    assert_eq!(g.get_edge_label(1, 0), None);
-}
-
-#[test]
-fn test_iter() {
-    let mut g = DiGraphMap::<&str>::new();
-    g.add_node(0, Some("0"));
-    g.add_node(1, Some("1"));
-    g.add_node(2, None);
-    g.add_edge(0, 1, Some("(0,1)"));
-    g.add_edge(1, 0, Some("(1,0)"));
-    g.add_edge(1, 2, None);
-
-    let node_ids: Vec<_> = g.node_indices().collect();
-    assert_eq!(node_ids.len(), 3);
-    assert!(node_ids.contains(&&0));
-    assert!(node_ids.contains(&&1));
-    assert!(node_ids.contains(&&2));
-
-    let edge_ids: Vec<_> = g.edge_indices().collect();
-    assert_eq!(edge_ids.len(), 3);
-    assert!(edge_ids.contains(&&(0, 1)));
-    assert!(edge_ids.contains(&&(1, 0)));
-    assert!(edge_ids.contains(&&(1, 2)));
-
-    let nodes: Vec<_> = g.nodes().collect();
-    assert_eq!(nodes.len(), 3);
-    assert!(nodes.contains(&g.get_node(0)));
-    assert!(nodes.contains(&g.get_node(1)));
-    assert!(nodes.contains(&g.get_node(2)));
-
-    let edges: Vec<_> = g.edges().collect();
-    assert_eq!(edges.len(), 3);
-    assert!(edges.contains(&g.get_edge(0, 1)));
-    assert!(edges.contains(&g.get_edge(1, 0)));
-    assert!(edges.contains(&g.get_edge(1, 2)));
-
-    let node_labels: Vec<_> = g.node_labels().collect();
-    assert_eq!(node_labels.len(), 2);
-    assert!(node_labels.contains(&&"0"));
-    assert!(node_labels.contains(&&"1"));
-
-    let edge_labels: Vec<_> = g.edge_labels().collect();
-    assert_eq!(edge_labels.len(), 2);
-    assert!(edge_labels.contains(&&"(0,1)"));
-    assert!(edge_labels.contains(&&"(1,0)"));
-
-    let neighbors_of_1: Vec<_> = g.neighbors_iter(1).collect();
-    assert_eq!(neighbors_of_1.len(), 2);
-    assert!(neighbors_of_1.contains(&&0));
-    assert!(neighbors_of_1.contains(&&2));
-}
-
-#[test]
-fn test_iter_mut() {
-    let mut g = DiGraphMap::<&str>::new();
-    g.add_node(0, None);
-    g.add_node(1, None);
-    g.add_edge(0, 1, None);
-    g.add_edge(1, 0, None);
-
-    let mut n0 = g.get_node(0).unwrap_nodemap().clone();
-    let mut n1 = g.get_node(1).unwrap_nodemap().clone();
-
-    {
-        let nodes: Vec<_> = g.nodes_mut().map(|n| n.unwrap()).collect();
-        assert_eq!(nodes.len(), 2);
-        assert!(nodes.contains(&&mut n0));
-        assert!(nodes.contains(&&mut n1));
-    }
-
-    let mut e0 = g.get_edge(0, 1).unwrap().clone().get_label_id();
-    let mut e1 = g.get_edge(1, 0).unwrap().clone().get_label_id();
-
-    {
-        let edges: Vec<_> = g.edges_mut().map(|e| e.unwrap_edge_ref()).collect();
-        assert_eq!(edges.len(), 2);
-        assert!(edges.contains(&MutEdge::new(0, 1, &mut e0)));
-        assert!(edges.contains(&MutEdge::new(1, 0, &mut e1)));
-    }
-}
-
-#[test]
-fn test_neighbors() {
-    let mut g = DiGraphMap::<u8>::new();
-    g.add_node(0, Some(0));
-    g.add_node(1, Some(0));
-    g.add_node(2, None);
-
-    g.add_edge(0, 1, Some(0));
-    g.add_edge(0, 2, Some(0));
-    g.add_edge(2, 1, None);
-
-    assert_eq!(g.neighbors(0)[..], [1, 2]);
-    assert_eq!(&g.in_neighbors(1)[..], [0, 2]);
-
-    assert_eq!(g.degree(0), 2);
-    assert_eq!(g.in_degree(1), 2);
-
-    assert!(g.neighbors(1).is_empty());
-    assert!(g.in_neighbors(0).is_empty());
-
-    assert_eq!(g.degree(1), 0);
-    assert_eq!(g.in_degree(0), 0);
-}
-
-#[test]
-fn test_max_id() {
-    let mut g = DiGraphMap::<u8>::new();
-
-    assert_eq!(g.max_seen_id(), None);
-
-    g.add_node(1, Some(0));
-    assert_eq!(g.max_seen_id(), Some(1));
-
-    g.add_node(0, Some(0));
-    assert_eq!(g.max_seen_id(), Some(1));
-
-    g.add_node(2, None);
-    assert_eq!(g.max_seen_id(), Some(2));
-
-    g.add_edge(3, 4, Some(0));
-    assert_eq!(g.max_seen_id(), Some(4));
-
-    g.add_edge(6, 5, Some(0));
-    assert_eq!(g.max_seen_id(), Some(6));
-}
-
-#[test]
-fn test_clone() {
-    let mut g = DiGraphMap::<u8>::new();
-    g.add_node(0, Some(0));
-    g.add_node(1, Some(0));
-    g.add_node(2, Some(1));
-    g.add_node(3, None);
-
-    g.add_edge(0, 1, Some(0));
-    g.add_edge(1, 2, Some(0));
-    g.add_edge(2, 3, Some(1));
-    g.add_edge(3, 1, None);
-
-    assert_eq!(g, g.clone());
-}
-
-#[test]
-fn test_stats() {
-    let mut g = DiGraphMap::<u8>::new();
-    g.add_node(0, Some(0));
-    g.add_node(1, Some(0));
-    g.add_node(2, Some(1));
-    g.add_node(3, None);
-
-    g.add_edge(0, 1, Some(0));
-    g.add_edge(1, 2, Some(0));
-    g.add_edge(2, 3, Some(1));
-    g.add_edge(3, 1, None);
-
-    let mut expected_counter = HashMap::new();
-    expected_counter.insert(0, 2);
-    expected_counter.insert(1, 1);
-
-    assert_eq!(g.get_node_label_id_counter().into_map(), expected_counter);
-    assert_eq!(g.get_edge_label_id_counter().into_map(), expected_counter)
-}
-
-#[test]
-fn test_total_degree_directed() {
-    let mut g = DiGraphMap::<u8>::new();
-    g.add_node(0, Some(0));
-    g.add_node(1, Some(0));
-    g.add_node(2, Some(0));
-
-    g.add_edge(0, 1, Some(0));
-    g.add_edge(0, 2, Some(0));
-    g.add_edge(2, 1, None);
-
-    assert_eq!(g.degree(2), 1);
-    assert_eq!(g.total_degree(2), 2);
-}
-
-#[test]
-fn test_total_degree_undirected() {
-    let mut g = UnGraphMap::<u8>::new();
-    g.add_node(0, Some(0));
-    g.add_node(1, Some(0));
-    g.add_node(2, Some(0));
-
-    g.add_edge(0, 1, Some(0));
-    g.add_edge(0, 2, Some(0));
-    g.add_edge(2, 1, None);
-
-    assert_eq!(g.degree(2), 2);
-    assert_eq!(g.total_degree(2), 2);
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+extern crate rust_graph;
+
+use std::collections::HashMap;
+
+use rust_graph::generic::{MutEdgeType, MutNodeType};
+use rust_graph::graph_impl::graph_map::{Edge, MutEdge, NodeMap, NodeMapTrait};
+use rust_graph::prelude::*;
+use rust_graph::{DiGraphMap, UnGraphMap};
+
+#[test]
+fn test_add_get_node() {
+    let mut g = UnGraphMap::<&str>::new();
+
+    g.add_node(0, Some("a"));
+    assert_eq!(g.node_count(), 1);
+    g.add_node(1, Some("b"));
+    assert_eq!(g.node_count(), 2);
+    g.add_node(2, Some("a"));
+    assert_eq!(g.node_count(), 3);
+    g.add_node(3, None);
+    assert_eq!(g.node_count(), 4);
+
+    let n0_expected = NodeMap::new(0, Some(0));
+    let n1_expected = NodeMap::new(1, Some(1));
+    let mut n2_expected = NodeMap::new(2, Some(0));
+    let mut n3_expected = NodeMap::new(3, None);
+
+    assert_eq!(g.get_node(0).unwrap_nodemap(), &n0_expected);
+    assert_eq!(g.get_node(1).unwrap_nodemap(), &n1_expected);
+    assert_eq!(g.get_node_mut(2), MutNodeType::NodeMapRef(&mut n2_expected));
+    assert_eq!(g.get_node_mut(3), MutNodeType::NodeMapRef(&mut n3_expected));
+    assert!(g.get_node(4).is_none());
+}
+
+#[test]
+fn test_duplicate_node() {
+    let mut g = UnGraphMap::<&str>::new();
+
+    g.add_node(0, Some("a"));
+    assert!(!g.add_node(0, None));
+}
+
+#[test]
+fn test_remove_node_directed() {
+    let mut g = DiGraphMap::<&str>::new();
+
+    g.add_node(0, None);
+    g.add_node(1, None);
+    g.add_node(2, None);
+
+    g.add_edge(0, 1, None);
+    g.add_edge(0, 2, None);
+    g.add_edge(1, 0, None);
+
+    g.remove_node(0);
+
+    assert_eq!(g.node_count(), 2);
+    assert_eq!(g.edge_count(), 0);
+
+    assert!(!g.has_node(0));
+
+    assert!(!g.has_edge(0, 1));
+    assert!(!g.has_edge(0, 2));
+    assert!(!g.has_edge(1, 0));
+}
+
+#[test]
+fn test_remove_node_undirected() {
+    let mut g = UnGraphMap::<&str>::new();
+
+    g.add_node(0, None);
+    g.add_node(1, None);
+    g.add_node(2, None);
+
+    g.add_edge(0, 1, None);
+    g.add_edge(0, 2, None);
+    g.add_edge(1, 2, None);
+
+    g.remove_node(0);
+
+    assert_eq!(g.node_count(), 2);
+    assert_eq!(g.edge_count(), 1);
+
+    assert!(!g.has_node(0));
+
+    assert!(!g.has_edge(0, 1));
+    assert!(!g.has_edge(1, 0));
+    assert!(!g.has_edge(0, 2));
+    assert!(!g.has_edge(2, 0));
+}
+
+#[test]
+fn test_add_get_edge_directed() {
+    let mut g = DiGraphMap::<&str>::new();
+
+    g.add_node(0, None);
+    g.add_node(1, None);
+    g.add_node(2, None);
+
+    g.add_edge(0, 1, Some("a"));
+    assert_eq!(g.edge_count(), 1);
+    g.add_edge(1, 2, Some("b"));
+    assert_eq!(g.edge_count(), 2);
+    g.add_edge(2, 0, Some("a"));
+    assert_eq!(g.edge_count(), 3);
+    g.add_edge(1, 0, None);
+    assert_eq!(g.edge_count(), 4);
+    g.add_edge(0, 0, None);
+    assert_eq!(g.edge_count(), 5);
+
+    let e0_expected = Edge::new(0, 1, Some(0));
+    let e1_expected = Edge::new(1, 2, Some(1));
+    let mut e2_expected = Some(DefaultId::new(0));
+
+    assert_eq!(g.get_edge(0, 1).unwrap(), e0_expected);
+    assert_eq!(g.get_edge(1, 2).unwrap(), e1_expected);
+    assert_eq!(
+        g.get_edge_mut(2, 0),
+        MutEdgeType::EdgeRef(MutEdge::new(2, 0, &mut e2_expected))
+    );
+    assert_eq!(
+        g.get_edge_mut(1, 0),
+        MutEdgeType::EdgeRef(MutEdge::new(1, 0, &mut None))
+    );
+
+    assert!(g.get_edge(1, 3).is_none());
+    assert!(g.get_edge_mut(2, 1).is_none());
+
+    assert!(g.has_edge(0, 0));
+}
+
+#[test]
+fn test_add_get_edge_undirected() {
+    let mut g = UnGraphMap::<&str>::new();
+
+    g.add_node(0, None);
+    g.add_node(1, None);
+    g.add_node(2, None);
+    g.add_node(3, None);
+
+    g.add_edge(0, 1, Some("a"));
+    assert_eq!(g.edge_count(), 1);
+    g.add_edge(1, 2, Some("b"));
+    assert_eq!(g.edge_count(), 2);
+    g.add_edge(2, 0, Some("a"));
+    assert_eq!(g.edge_count(), 3);
+    g.add_edge(0, 0, None);
+    assert_eq!(g.edge_count(), 4);
+
+    let e0_expected = Edge::new(0, 1, Some(0));
+    let e1_expected = Edge::new(1, 2, Some(1));
+    let e1_expected_1 = Edge::new(2, 1, Some(1));
+    let mut e2_expected = Some(DefaultId::new(0));
+
+    assert_eq!(g.get_edge(0, 1).unwrap(), e0_expected);
+    assert_eq!(g.get_edge(1, 2).unwrap(), e1_expected);
+    assert_eq!(g.get_edge(2, 1).unwrap(), e1_expected_1);
+    assert_eq!(
+        g.get_edge_mut(2, 0),
+        MutEdgeType::EdgeRef(MutEdge::new(2, 0, &mut e2_expected))
+    );
+    assert_eq!(
+        g.get_edge_mut(0, 2),
+        MutEdgeType::EdgeRef(MutEdge::new(0, 2, &mut e2_expected))
+    );
+
+    assert!(g.get_edge(1, 3).is_none());
+    assert!(g.get_edge_mut(0, 3).is_none());
+
+    assert!(g.has_edge(0, 0));
+}
+
+#[test]
+fn test_multi_adding() {
+    let mut g = DiGraphMap::<&str>::new();
+    g.add_node(0, None);
+    g.add_node(1, None);
+    g.add_edge(0, 1, None);
+
+    assert!(!g.add_node(0, Some("label")));
+    assert_eq!(g.get_node_label(0), Some(&"label"));
+
+    assert!(!g.add_edge(0, 1, Some("label")));
+    assert_eq!(g.get_edge_label(0, 1), Some(&"label"));
+
+    let mut g = UnGraphMap::<&str>::new();
+    g.add_node(0, None);
+    g.add_node(1, None);
+    g.add_edge(0, 1, None);
+
+    assert!(!g.add_node(0, Some("label")));
+    assert_eq!(g.get_node_label(0), Some(&"label"));
+
+    assert!(!g.add_edge(1, 0, Some("label")));
+    assert_eq!(g.get_edge_label(0, 1), Some(&"label"));
+}
+
+#[test]
+fn test_remove_edge_directed() {
+    let mut g = DiGraphMap::<&str>::new();
+    g.add_node(0, None);
+    g.add_node(1, None);
+    g.add_node(2, None);
+    g.add_edge(0, 1, None);
+    g.add_edge(1, 0, None);
+    g.add_edge(1, 2, None);
+
+    g.remove_edge(0, 1);
+
+    assert_eq!(g.edge_count(), 2);
+    assert!(!g.has_edge(0, 1));
+    assert!(!g.get_node(0).unwrap_nodemap().neighbors().contains(&1));
+    assert!(!g.get_node(1).unwrap_nodemap().in_neighbors().contains(&0));
+
+    g.remove_edge(1, 2);
+    assert_eq!(g.edge_count(), 1);
+    assert!(!g.has_edge(1, 2));
+    assert!(!g.get_node(1).unwrap_nodemap().neighbors().contains(&2));
+    assert!(!g.get_node(2).unwrap_nodemap().in_neighbors().contains(&1));
+
+    assert!(g.has_edge(1, 0));
+}
+
+#[test]
+fn test_remove_edge_undirected() {
+    let mut g = UnGraphMap::<&str>::new();
+    g.add_node(0, None);
+    g.add_node(1, None);
+    g.add_node(2, None);
+    g.add_edge(0, 1, None);
+    g.add_edge(2, 1, None);
+
+    g.remove_edge(1, 0);
+    assert_eq!(g.edge_count(), 1);
+    assert!(!g.has_edge(0, 1));
+    assert!(!g.get_node(0).unwrap_nodemap().neighbors().contains(&1));
+    assert!(!g.get_node(1).unwrap_nodemap().neighbors().contains(&0));
+
+    g.remove_edge(1, 2);
+    assert_eq!(g.edge_count(), 0);
+    assert!(!g.get_node(1).unwrap_nodemap().neighbors().contains(&2));
+    assert!(!g.get_node(2).unwrap_nodemap().neighbors().contains(&1));
+}
+
+#[test]
+fn test_get_node_edge_label() {
+    let mut g = DiGraphMap::<&str>::new();
+    g.add_node(0, Some("0"));
+    g.add_node(1, None);
+    g.add_edge(0, 1, Some("(0,1)"));
+    g.add_edge(1, 0, None);
+
+    assert_eq!(g.get_node_label(0), Some(&"0"));
+    assert_eq!(g.get_node_label(1), None);
+
+    assert_eq!(g.get_edge_label(0, 1), Some(&"(0,1)"));
+    assert_eq!(g.get_edge_label(1, 0), None);
+}
+
+#[test]
+fn test_iter() {
+    let mut g = DiGraphMap::<&str>::new();
+    g.add_node(0, Some("0"));
+    g.add_node(1, Some("1"));
+    g.add_node(2, None);
+    g.add_edge(0, 1, Some("(0,1)"));
+    g.add_edge(1, 0, Some("(1,0)"));
+    g.add_edge(1, 2, None);
+
+    let node_ids: Vec<_> = g.node_indices().collect();
+    assert_eq!(node_ids.len(), 3);
+    assert!(node_ids.contains(&&0));
+    assert!(node_ids.contains(&&1));
+    assert!(node_ids.contains(&&2));
+
+    let edge_ids: Vec<_> = g.edge_indices().collect();
+    assert_eq!(edge_ids.len(), 3);
+    assert!(edge_ids.contains(&&(0, 1)));
+    assert!(edge_ids.contains(&&(1, 0)));
+    assert!(edge_ids.contains(&&(1, 2)));
+
+    let nodes: Vec<_> = g.nodes().collect();
+    assert_eq!(nodes.len(), 3);
+    assert!(nodes.contains(&g.get_node(0)));
+    assert!(nodes.contains(&g.get_node(1)));
+    assert!(nodes.contains(&g.get_node(2)));
+
+    let edges: Vec<_> = g.edges().collect();
+    assert_eq!(edges.len(), 3);
+    assert!(edges.contains(&g.get_edge(0, 1)));
+    assert!(edges.contains(&g.get_edge(1, 0)));
+    assert!(edges.contains(&g.get_edge(1, 2)));
+
+    let node_labels: Vec<_> = g.node_labels().collect();
+    assert_eq!(node_labels.len(), 2);
+    assert!(node_labels.contains(&&"0"));
+    assert!(node_labels.contains(&&"1"));
+
+    let edge_labels: Vec<_> = g.edge_labels().collect();
+    assert_eq!(edge_labels.len(), 2);
+    assert!(edge_labels.contains(&&"(0,1)"));
+    assert!(edge_labels.contains(&&"(1,0)"));
+
+    let neighbors_of_1: Vec<_> = g.neighbors_iter(1).collect();
+    assert_eq!(neighbors_of_1.len(), 2);
+    assert!(neighbors_of_1.contains(&&0));
+    assert!(neighbors_of_1.contains(&&2));
+}
+
+#[test]
+fn test_iter_mut() {
+    let mut g = DiGraphMap::<&str>::new();
+    g.add_node(0, None);
+    g.add_node(1, None);
+    g.add_edge(0, 1, None);
+    g.add_edge(1, 0, None);
+
+    let mut n0 = g.get_node(0).unwrap_nodemap().clone();
+    let mut n1 = g.get_node(1).unwrap_nodemap().clone();
+
+    {
+        let nodes: Vec<_> = g.nodes_mut().map(|n| n.unwrap()).collect();
+        assert_eq!(nodes.len(), 2);
+        assert!(nodes.contains(&&mut n0));
+        assert!(nodes.contains(&&mut n1));
+    }
+
+    let mut e0 = g.get_edge(0, 1).unwrap().clone().get_label_id();
+    let mut e1 = g.get_edge(1, 0).unwrap().clone().get_label_id();
+
+    {
+        let edges: Vec<_> = g.edges_mut().map(|e| e.unwrap_edge_ref()).collect();
+        assert_eq!(edges.len(), 2);
+        assert!(edges.contains(&MutEdge::new(0, 1, &mut e0)));
+        assert!(edges.contains(&MutEdge::new(1, 0, &mut e1)));
+    }
+}
+
+#[test]
+fn test_neighbors() {
+    let mut g = DiGraphMap::<u8>::new();
+    g.add_node(0, Some(0));
+    g.add_node(1, Some(0));
+    g.add_node(2, None);
+
+    g.add_edge(0, 1, Some(0));
+    g.add_edge(0, 2, Some(0));
+    g.add_edge(2, 1, None);
+
+    assert_eq!(g.neighbors(0)[..], [1, 2]);
+    assert_eq!(&g.in_neighbors(1)[..], [0, 2]);
+
+    assert_eq!(g.degree(0), 2);
+    assert_eq!(g.in_degree(1), 2);
+
+    assert!(g.neighbors(1).is_empty());
+    assert!(g.in_neighbors(0).is_empty());
+
+    assert_eq!(g.degree(1), 0);
+    assert_eq!(g.in_degree(0), 0);
+}
+
+#[test]
+fn test_max_id() {
+    let mut g = DiGraphMap::<u8>::new();
+
+    assert_eq!(g.max_seen_id(), None);
+
+    g.add_node(1, Some(0));
+    assert_eq!(g.max_seen_id(), Some(1));
+
+    g.add_node(0, Some(0));
+    assert_eq!(g.max_seen_id(), Some(1));
+
+    g.add_node(2, None);
+    assert_eq!(g.max_seen_id(), Some(2));
+
+    g.add_edge(3, 4, Some(0));
+    assert_eq!(g.max_seen_id(), Some(4));
+
+    g.add_edge(6, 5, Some(0));
+    assert_eq!(g.max_seen_id(), Some(6));
+}
+
+#[test]
+fn test_clone() {
+    let mut g = DiGraphMap::<u8>::new();
+    g.add_node(0, Some(0));
+    g.add_node(1, Some(0));
+    g.add_node(2, Some(1));
+    g.add_node(3, None);
+
+    g.add_edge(0, 1, Some(0));
+    g.add_edge(1, 2, Some(0));
+    g.add_edge(2, 3, Some(1));
+    g.add_edge(3, 1, None);
+
+    assert_eq!(g, g.clone());
+}
+
+#[test]
+fn test_stats() {
+    let mut g = DiGraphMap::<u8>::new();
+    g.add_node(0, Some(0));
+    g.add_node(1, Some(0));
+    g.add_node(2, Some(1));
+    g.add_node(3, None);
+
+    g.add_edge(0, 1, Some(0));
+    g.add_edge(1, 2, Some(0));
+    g.add_edge(2, 3, Some(1));
+    g.add_edge(3, 1, None);
+
+    let mut expected_counter = HashMap::new();
+    expected_counter.insert(0, 2);
+    expected_counter.insert(1, 1);
+
+    assert_eq!(g.get_node_label_id_counter().into_map(), expected_counter);
+    assert_eq!(g.get_edge_label_id_counter().into_map(), expected_counter)
+}
+
+#[test]
+fn test_total_degree_directed() {
+    let mut g = DiGraphMap::<u8>::new();
+    g.add_node(0, Some(0));
+    g.add_node(1, Some(0));
+    g.add_node(2, Some(0));
+
+    g.add_edge(0, 1, Some(0));
+    g.add_edge(0, 2, Some(0));
+    g.add_edge(2, 1, None);
+
+    assert_eq!(g.degree(2), 1);
+    assert_eq!(g.total_degree(2), 2);
+}
+
+#[test]
+fn test_total_degree_undirected() {
+    let mut g = UnGraphMap::<u8>::new();
+    g.add_node(0, Some(0));
+    g.add_node(1, Some(0));
+    g.add_node(2, Some(0));
+
+    g.add_edge(0, 1, Some(0));
+    g.add_edge(0, 2, Some(0));
+    g.add_edge(2, 1, None);
+
+    assert_eq!(g.degree(2), 2);
+    assert_eq!(g.total_degree(2), 2);
+}
diff --git a/tests/io.rs b/tests/io.rs
index b1c11f1d..251c7ae6 100644
--- a/tests/io.rs
+++ b/tests/io.rs
@@ -1,116 +1,116 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-extern crate rust_graph;
-extern crate tempfile;
-
-use rust_graph::graph_gen::{random_gnm_graph, random_gnm_graph_unlabeled};
-use rust_graph::graph_impl::{DiGraphMap, GraphMap, UnGraphMap};
-use rust_graph::io::{read_from_csv, write_to_csv};
-use rust_graph::prelude::*;
-
-use tempfile::TempDir;
-
-#[test]
-fn test_cvs_unlabeled() {
-    let tmp_dir = TempDir::new().unwrap();
-    let tmp_dir_path = tmp_dir.path();
-
-    let nodes = 10;
-    let edges = 20;
-
-    let g: UnGraphMap<Void> = random_gnm_graph_unlabeled(nodes, edges);
-    let path_to_nodes = tmp_dir_path.join("nodes_1.csv");
-    let path_to_edges = tmp_dir_path.join("edges_1.csv");
-    assert!(write_to_csv(&g, &path_to_nodes, &path_to_edges).is_ok());
-
-    let mut g_ = GraphMap::new();
-    read_from_csv(
-        &mut g_,
-        vec![path_to_nodes],
-        vec![path_to_edges],
-        None,
-        true,
-        true,
-    );
-    assert_eq!(g, g_);
-
-    let g: DiGraphMap<Void> = random_gnm_graph_unlabeled(nodes, edges);
-    let path_to_nodes = tmp_dir_path.join("nodes_2.csv");
-    let path_to_edges = tmp_dir_path.join("edges_2.csv");
-    assert!(write_to_csv(&g, &path_to_nodes, &path_to_edges).is_ok());
-
-    let mut g_ = GraphMap::new();
-    read_from_csv(
-        &mut g_,
-        vec![path_to_nodes],
-        vec![path_to_edges],
-        None,
-        true,
-        true,
-    );
-    assert_eq!(g, g_);
-}
-
-#[test]
-fn test_cvs_labeled() {
-    let tmp_dir = TempDir::new().unwrap();
-    let tmp_dir_path = tmp_dir.path();
-
-    let nodes = 10;
-    let edges = 20;
-
-    let node_labels = &vec!["a".to_owned(), "b".to_owned()];
-    let edge_labels = &vec![1, 2, 3];
-
-    let g: UnGraphMap<String, u32> =
-        random_gnm_graph(nodes, edges, node_labels.clone(), edge_labels.clone());
-    let path_to_nodes = tmp_dir_path.join("nodes_1.csv");
-    let path_to_edges = tmp_dir_path.join("edges_1.csv");
-    assert!(write_to_csv(&g, &path_to_nodes, &path_to_edges).is_ok());
-
-    let mut g_ = GraphMap::with_label_map(node_labels.into(), edge_labels.into());
-    read_from_csv(
-        &mut g_,
-        vec![path_to_nodes],
-        vec![path_to_edges],
-        None,
-        true,
-        true,
-    );
-    assert_eq!(g, g_);
-
-    let g: DiGraphMap<String, u32> =
-        random_gnm_graph(nodes, edges, node_labels.clone(), edge_labels.clone());
-    let path_to_nodes = tmp_dir_path.join("nodes_2.csv");
-    let path_to_edges = tmp_dir_path.join("edges_2.csv");
-    assert!(write_to_csv(&g, &path_to_nodes, &path_to_edges).is_ok());
-
-    let mut g_ = GraphMap::with_label_map(node_labels.into(), edge_labels.into());
-    read_from_csv(
-        &mut g_,
-        vec![path_to_nodes],
-        vec![path_to_edges],
-        None,
-        true,
-        true,
-    );
-    assert_eq!(g, g_);
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+extern crate rust_graph;
+extern crate tempfile;
+
+use rust_graph::graph_gen::{random_gnm_graph, random_gnm_graph_unlabeled};
+use rust_graph::graph_impl::{DiGraphMap, GraphMap, UnGraphMap};
+use rust_graph::io::{read_from_csv, write_to_csv};
+use rust_graph::prelude::*;
+
+use tempfile::TempDir;
+
+#[test]
+fn test_cvs_unlabeled() {
+    let tmp_dir = TempDir::new().unwrap();
+    let tmp_dir_path = tmp_dir.path();
+
+    let nodes = 10;
+    let edges = 20;
+
+    let g: UnGraphMap<Void> = random_gnm_graph_unlabeled(nodes, edges);
+    let path_to_nodes = tmp_dir_path.join("nodes_1.csv");
+    let path_to_edges = tmp_dir_path.join("edges_1.csv");
+    assert!(write_to_csv(&g, &path_to_nodes, &path_to_edges).is_ok());
+
+    let mut g_ = GraphMap::new();
+    read_from_csv(
+        &mut g_,
+        vec![path_to_nodes],
+        vec![path_to_edges],
+        None,
+        true,
+        true,
+    );
+    assert_eq!(g, g_);
+
+    let g: DiGraphMap<Void> = random_gnm_graph_unlabeled(nodes, edges);
+    let path_to_nodes = tmp_dir_path.join("nodes_2.csv");
+    let path_to_edges = tmp_dir_path.join("edges_2.csv");
+    assert!(write_to_csv(&g, &path_to_nodes, &path_to_edges).is_ok());
+
+    let mut g_ = GraphMap::new();
+    read_from_csv(
+        &mut g_,
+        vec![path_to_nodes],
+        vec![path_to_edges],
+        None,
+        true,
+        true,
+    );
+    assert_eq!(g, g_);
+}
+
+#[test]
+fn test_cvs_labeled() {
+    let tmp_dir = TempDir::new().unwrap();
+    let tmp_dir_path = tmp_dir.path();
+
+    let nodes = 10;
+    let edges = 20;
+
+    let node_labels = &vec!["a".to_owned(), "b".to_owned()];
+    let edge_labels = &vec![1, 2, 3];
+
+    let g: UnGraphMap<String, u32> =
+        random_gnm_graph(nodes, edges, node_labels.clone(), edge_labels.clone());
+    let path_to_nodes = tmp_dir_path.join("nodes_1.csv");
+    let path_to_edges = tmp_dir_path.join("edges_1.csv");
+    assert!(write_to_csv(&g, &path_to_nodes, &path_to_edges).is_ok());
+
+    let mut g_ = GraphMap::with_label_map(node_labels.into(), edge_labels.into());
+    read_from_csv(
+        &mut g_,
+        vec![path_to_nodes],
+        vec![path_to_edges],
+        None,
+        true,
+        true,
+    );
+    assert_eq!(g, g_);
+
+    let g: DiGraphMap<String, u32> =
+        random_gnm_graph(nodes, edges, node_labels.clone(), edge_labels.clone());
+    let path_to_nodes = tmp_dir_path.join("nodes_2.csv");
+    let path_to_edges = tmp_dir_path.join("edges_2.csv");
+    assert!(write_to_csv(&g, &path_to_nodes, &path_to_edges).is_ok());
+
+    let mut g_ = GraphMap::with_label_map(node_labels.into(), edge_labels.into());
+    read_from_csv(
+        &mut g_,
+        vec![path_to_nodes],
+        vec![path_to_edges],
+        None,
+        true,
+        true,
+    );
+    assert_eq!(g, g_);
+}
diff --git a/tests/map.rs b/tests/map.rs
index a90edc23..07fc9f0c 100644
--- a/tests/map.rs
+++ b/tests/map.rs
@@ -1,95 +1,95 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-#[macro_use]
-extern crate rust_graph;
-
-use rust_graph::prelude::*;
-
-use rust_graph::map::{SetMap, VecMap};
-
-#[test]
-fn test_set_map() {
-    let mut label_map = SetMap::<&str>::new();
-
-    assert_eq!(label_map.len(), 0);
-
-    assert_eq!(label_map.add_item("zero"), 0);
-    assert_eq!(label_map.add_item("first"), 1);
-    assert_eq!(label_map.add_item("zero"), 0);
-    assert_eq!(label_map.add_item("first"), 1);
-
-    assert_eq!(label_map.len(), 2);
-    assert_eq!(label_map.get_item(0), Some(&"zero"));
-    assert_eq!(label_map.get_item(1), Some(&"first"));
-
-    assert_eq!(label_map.get_item(2), None);
-
-    assert!(label_map.contains(&"zero"));
-    assert!(!label_map.contains(&"five"));
-
-    assert_eq!(label_map.find_index(&"zero"), Some(0));
-    assert_eq!(label_map.find_index(&"first"), Some(1));
-    assert_eq!(label_map.find_index(&"five"), None);
-
-    let items: Vec<_> = label_map.items().collect();
-    assert_eq!(items, vec![&"zero", &"first"]);
-}
-
-#[test]
-fn test_vec_map() {
-    let mut label_map = VecMap::<&str>::new();
-
-    assert_eq!(label_map.len(), 0);
-
-    assert_eq!(label_map.add_item("zero"), 0);
-    assert_eq!(label_map.add_item("first"), 1);
-    assert_eq!(label_map.add_item("zero"), 0);
-    assert_eq!(label_map.add_item("first"), 1);
-
-    assert_eq!(label_map.len(), 2);
-    assert_eq!(label_map.get_item(0), Some(&"zero"));
-    assert_eq!(label_map.get_item(1), Some(&"first"));
-
-    assert_eq!(label_map.get_item(2), None);
-
-    assert!(label_map.contains(&"zero"));
-    assert!(!label_map.contains(&"five"));
-
-    assert_eq!(label_map.find_index(&"zero"), Some(0));
-    assert_eq!(label_map.find_index(&"first"), Some(1));
-    assert_eq!(label_map.find_index(&"five"), None);
-
-    let items: Vec<_> = label_map.items().collect();
-    assert_eq!(items, vec![&"zero", &"first"]);
-}
-
-#[test]
-fn test_macro() {
-    let setmap1 = setmap![1u32, 2, 3];
-    assert_eq!(setmap1.clone().items_vec(), vec![1u32, 2, 3]);
-    let vecmap1 = vecmap![1u32, 2, 3];
-    assert_eq!(vecmap1.clone().items_vec(), vec![1u32, 2, 3]);
-
-    let setmap2: SetMap<_> = (1u32..4).collect();
-    assert_eq!(setmap2, setmap1);
-    let vecmap2: VecMap<_> = (1u32..4).collect();
-    assert_eq!(vecmap2, vecmap1);
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+#[macro_use]
+extern crate rust_graph;
+
+use rust_graph::prelude::*;
+
+use rust_graph::map::{SetMap, VecMap};
+
+#[test]
+fn test_set_map() {
+    let mut label_map = SetMap::<&str>::new();
+
+    assert_eq!(label_map.len(), 0);
+
+    assert_eq!(label_map.add_item("zero"), 0);
+    assert_eq!(label_map.add_item("first"), 1);
+    assert_eq!(label_map.add_item("zero"), 0);
+    assert_eq!(label_map.add_item("first"), 1);
+
+    assert_eq!(label_map.len(), 2);
+    assert_eq!(label_map.get_item(0), Some(&"zero"));
+    assert_eq!(label_map.get_item(1), Some(&"first"));
+
+    assert_eq!(label_map.get_item(2), None);
+
+    assert!(label_map.contains(&"zero"));
+    assert!(!label_map.contains(&"five"));
+
+    assert_eq!(label_map.find_index(&"zero"), Some(0));
+    assert_eq!(label_map.find_index(&"first"), Some(1));
+    assert_eq!(label_map.find_index(&"five"), None);
+
+    let items: Vec<_> = label_map.items().collect();
+    assert_eq!(items, vec![&"zero", &"first"]);
+}
+
+#[test]
+fn test_vec_map() {
+    let mut label_map = VecMap::<&str>::new();
+
+    assert_eq!(label_map.len(), 0);
+
+    assert_eq!(label_map.add_item("zero"), 0);
+    assert_eq!(label_map.add_item("first"), 1);
+    assert_eq!(label_map.add_item("zero"), 0);
+    assert_eq!(label_map.add_item("first"), 1);
+
+    assert_eq!(label_map.len(), 2);
+    assert_eq!(label_map.get_item(0), Some(&"zero"));
+    assert_eq!(label_map.get_item(1), Some(&"first"));
+
+    assert_eq!(label_map.get_item(2), None);
+
+    assert!(label_map.contains(&"zero"));
+    assert!(!label_map.contains(&"five"));
+
+    assert_eq!(label_map.find_index(&"zero"), Some(0));
+    assert_eq!(label_map.find_index(&"first"), Some(1));
+    assert_eq!(label_map.find_index(&"five"), None);
+
+    let items: Vec<_> = label_map.items().collect();
+    assert_eq!(items, vec![&"zero", &"first"]);
+}
+
+#[test]
+fn test_macro() {
+    let setmap1 = setmap![1u32, 2, 3];
+    assert_eq!(setmap1.clone().items_vec(), vec![1u32, 2, 3]);
+    let vecmap1 = vecmap![1u32, 2, 3];
+    assert_eq!(vecmap1.clone().items_vec(), vec![1u32, 2, 3]);
+
+    let setmap2: SetMap<_> = (1u32..4).collect();
+    assert_eq!(setmap2, setmap1);
+    let vecmap2: VecMap<_> = (1u32..4).collect();
+    assert_eq!(vecmap2, vecmap1);
+}
diff --git a/tests/property.rs b/tests/property.rs
index 914ce90a..b615e092 100644
--- a/tests/property.rs
+++ b/tests/property.rs
@@ -1,449 +1,449 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-extern crate rust_graph;
-extern crate serde_json;
-
-use std::collections::HashMap;
-
-use rust_graph::property::filter::*;
-use rust_graph::property::CachedProperty;
-use rust_graph::property::RocksProperty as DefaultProperty;
-use serde_json::json;
-use std::sync::Arc;
-
-#[test]
-fn test_cached_boolean_expression() {
-    // WHERE a.is_member;
-    let exp = Box::new(Var::new("is_member".to_owned()));
-
-    let property_graph = create_cached_property();
-
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
-    property_cache
-        .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
-        .unwrap();
-
-    let result: Vec<u32> = vec![0, 1]
-        .into_iter()
-        .filter(|x| filter_node(*x, &mut property_cache, exp.as_ref()))
-        .collect();
-
-    assert_eq!(vec![0], result);
-}
-
-#[test]
-fn test_cached_num_compare_expression() {
-    // WHERE a.age > 25;
-
-    let exp0 = Box::new(Var::new("age".to_owned()));
-    let exp1 = Box::new(Const::new(json!(25)));
-    let exp = Box::new(PredicateExpression::new(
-        exp0,
-        exp1,
-        PredicateOperator::GreaterThan,
-    ));
-
-    let property_graph = create_cached_property();
-
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
-    property_cache
-        .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
-        .unwrap();
-
-    let result: Vec<u32> = vec![0, 1]
-        .into_iter()
-        .filter(|x| filter_node(*x, &mut property_cache, exp.as_ref()))
-        .collect();
-
-    assert_eq!(vec![1], result);
-}
-
-#[test]
-fn test_cached_arithmetic_expression() {
-    // WHERE a.age + 10 > 35;
-
-    let exp0 = Box::new(Var::new("age".to_owned()));
-    let exp1 = Box::new(Const::new(json!(10)));
-    let exp2 = Box::new(ArithmeticExpression::new(
-        exp0,
-        exp1,
-        ArithmeticOperator::Add,
-    ));
-    let exp3 = Box::new(Const::new(json!(35)));
-
-    let exp = Box::new(PredicateExpression::new(
-        exp2,
-        exp3,
-        PredicateOperator::GreaterThan,
-    ));
-
-    let property_graph = create_cached_property();
-
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
-    property_cache
-        .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
-        .unwrap();
-
-    let result: Vec<u32> = vec![0, 1]
-        .into_iter()
-        .filter(|x| filter_node(*x, &mut property_cache, exp.as_ref()))
-        .collect();
-
-    assert_eq!(result, vec![1]);
-}
-
-#[test]
-fn test_cached_logical_expression() {
-    // WHERE a.age + 10 > 35 AND a.is_member;
-
-    let exp0 = Box::new(Var::new("age".to_owned()));
-    let exp1 = Box::new(Const::new(json!(10)));
-    let exp2 = Box::new(ArithmeticExpression::new(
-        exp0,
-        exp1,
-        ArithmeticOperator::Add,
-    ));
-    let exp3 = Box::new(Const::new(json!(35)));
-    let exp4 = Box::new(PredicateExpression::new(
-        exp2,
-        exp3,
-        PredicateOperator::LessEqual,
-    ));
-    let exp5 = Box::new(Var::new("is_member".to_owned()));
-
-    let exp = Box::new(PredicateExpression::new(exp4, exp5, PredicateOperator::AND));
-
-    let property_graph = create_cached_property();
-
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
-    property_cache
-        .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
-        .unwrap();
-
-    let result: Vec<u32> = vec![0, 1]
-        .into_iter()
-        .filter(|x| filter_node(*x, &mut property_cache, exp.as_ref()))
-        .collect();
-
-    assert_eq!(vec![0], result);
-}
-
-#[test]
-fn test_cached_string_compare_expression() {
-    // WHERE a.name CONTAINS "arr";
-
-    let exp0 = Box::new(Var::new("name".to_owned()));
-    let exp1 = Box::new(Const::new(json!("arr".to_owned())));
-    let exp = Box::new(PredicateExpression::new(
-        exp0,
-        exp1,
-        PredicateOperator::Contains,
-    ));
-
-    let property_graph = create_cached_property();
-
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
-    property_cache
-        .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
-        .unwrap();
-
-    let result: Vec<u32> = vec![0, 1]
-        .into_iter()
-        .filter(|x| filter_node(*x, &mut property_cache, exp.as_ref()))
-        .collect();
-
-    assert_eq!(vec![1], result);
-}
-
-#[test]
-fn test_cached_string_concat_expression() {
-    // WHERE a.name + "hello" CONTAINS "arr";
-
-    let exp0 = Box::new(Var::new("name".to_owned()));
-    let exp1 = Box::new(Const::new(json!("hello".to_owned())));
-    let exp2 = Box::new(ArithmeticExpression::new(
-        exp0,
-        exp1,
-        ArithmeticOperator::Concat,
-    ));
-    let exp3 = Box::new(Const::new(json!("yhello".to_owned())));
-
-    let exp = Box::new(PredicateExpression::new(
-        exp2,
-        exp3,
-        PredicateOperator::Contains,
-    ));
-
-    let property_graph = create_cached_property();
-
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
-    property_cache
-        .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
-        .unwrap();
-
-    let result: Vec<u32> = vec![0, 1]
-        .into_iter()
-        .filter(|x| filter_node(*x, &mut property_cache, exp.as_ref()))
-        .collect();
-
-    assert_eq!(vec![1], result);
-}
-
-#[test]
-fn test_cached_range_predicate_expression() {
-    // WHERE 18 <= a.age <= 22;
-
-    let exp0 = Box::new(Var::new("age".to_owned()));
-    let exp1 = Box::new(Const::new(json!([18, 22])));
-    let exp = Box::new(PredicateExpression::new(
-        exp0,
-        exp1,
-        PredicateOperator::Range,
-    ));
-
-    let property_graph = create_cached_property();
-
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
-    property_cache
-        .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
-        .unwrap();
-
-    let result: Vec<u32> = vec![0, 1]
-        .into_iter()
-        .filter(|x| filter_node(*x, &mut property_cache, exp.as_ref()))
-        .collect();
-
-    assert_eq!(vec![0], result);
-}
-
-#[test]
-fn test_cached_error_boolean_expression() {
-    // WHERE a.is_member;
-    let exp = Box::new(Var::new("age".to_owned()));
-
-    let property_graph = create_cached_property();
-
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
-    property_cache
-        .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
-        .unwrap();
-
-    let result: Vec<u32> = vec![0, 1]
-        .into_iter()
-        .filter(|x| filter_node(*x, &mut property_cache, exp.as_ref()))
-        .collect();
-
-    assert_eq!(Vec::<u32>::new(), result);
-}
-
-#[test]
-fn test_cached_complex_expression() {
-    // WHERE a.is_member AND ((a.age MODULE 5 = 0) AND (18 <= a.age <= 35 AND ((a.name CONTAINS "a") OR (a.name CONTAINS "o"))));
-
-    let exp0 = Box::new(Var::new("is_member".to_owned()));
-    let exp1 = Box::new(Var::new("age".to_owned()));
-    let exp2 = Box::new(Const::new(json!(5)));
-    let exp3 = Box::new(Const::new(json!(0)));
-    let exp4 = Box::new(Const::new(json!([18, 35])));
-    let exp5 = Box::new(Var::new("age".to_owned()));
-    let exp6 = Box::new(Var::new("name".to_owned()));
-    let exp7 = Box::new(Const::new(json!("a".to_owned())));
-    let exp8 = Box::new(Var::new("name".to_owned()));
-    let exp9 = Box::new(Const::new(json!("o".to_owned())));
-    let exp12 = Box::new(ArithmeticExpression::new(
-        exp1,
-        exp2,
-        ArithmeticOperator::Modulo,
-    ));
-    let exp123 = Box::new(PredicateExpression::new(
-        exp12,
-        exp3,
-        PredicateOperator::Equal,
-    ));
-    let exp45 = Box::new(PredicateExpression::new(
-        exp4,
-        exp5,
-        PredicateOperator::Range,
-    ));
-    let exp67 = Box::new(PredicateExpression::new(
-        exp6,
-        exp7,
-        PredicateOperator::Contains,
-    ));
-    let exp89 = Box::new(PredicateExpression::new(
-        exp8,
-        exp9,
-        PredicateOperator::Contains,
-    ));
-    let exp6789 = Box::new(PredicateExpression::new(
-        exp67,
-        exp89,
-        PredicateOperator::OR,
-    ));
-    let exp456789 = Box::new(PredicateExpression::new(
-        exp45,
-        exp6789,
-        PredicateOperator::AND,
-    ));
-    let exp123456789 = Box::new(PredicateExpression::new(
-        exp123,
-        exp456789,
-        PredicateOperator::AND,
-    ));
-    let final_exp = Box::new(PredicateExpression::new(
-        exp0,
-        exp123456789,
-        PredicateOperator::AND,
-    ));
-
-    let property_graph = create_cached_property();
-
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
-    property_cache
-        .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
-        .unwrap();
-
-    let _result: Vec<u32> = vec![0, 1]
-        .into_iter()
-        .filter(|x| filter_node(*x, &mut property_cache, final_exp.as_ref()))
-        .collect();
-    //    assert_eq!(vec![0], result);
-}
-
-#[test]
-fn test_sled_boolean_expression() {
-    // WHERE a.is_member;
-    let exp = Box::new(Var::new("is_member".to_owned()));
-
-    let property_graph = create_default_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
-    property_cache
-        .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
-        .unwrap();
-
-    let result: Vec<u32> = vec![0, 1]
-        .into_iter()
-        .filter(|x| filter_node(*x, &mut property_cache, exp.as_ref()))
-        .collect();
-
-    assert_eq!(Vec::<u32>::new(), result);
-}
-
-#[test]
-fn test_sled_num_compare_expression() {
-    // WHERE a.age > 25;
-
-    let exp0 = Box::new(Var::new("age".to_owned()));
-    let exp1 = Box::new(Const::new(json!(25)));
-    let exp = Box::new(PredicateExpression::new(
-        exp0,
-        exp1,
-        PredicateOperator::GreaterThan,
-    ));
-
-    let property_graph = create_default_property();
-
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
-    property_cache
-        .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
-        .unwrap();
-
-    let result: Vec<u32> = vec![0, 1]
-        .into_iter()
-        .filter(|x| filter_node(*x, &mut property_cache, exp.as_ref()))
-        .collect();
-
-    assert_eq!(vec![0, 1], result);
-}
-
-fn create_default_property() -> DefaultProperty {
-    let mut node_property = HashMap::new();
-    let mut edge_property = HashMap::new();
-    for i in 0u32..10 {
-        node_property.insert(
-            i,
-            json!({
-            "name":"Mike",
-            "age":30,
-            "is_member":false,
-            "scores":json!([10,10,9]),
-            }),
-        );
-    }
-
-    edge_property.insert(
-        (0, 1),
-        json!({
-        "friend_since":"2018-11-15",
-        }),
-    );
-
-    let node = tempdir::TempDir::new("node").unwrap();
-    let edge = tempdir::TempDir::new("edge").unwrap();
-
-    let node_path = node.path();
-    let edge_path = edge.path();
-
-    let db = DefaultProperty::with_data(
-        node_path,
-        edge_path,
-        node_property.into_iter(),
-        edge_property.into_iter(),
-        false,
-    )
-    .unwrap();
-    db.flush().unwrap();
-    db
-}
-
-fn create_cached_property() -> CachedProperty<u32> {
-    let mut node_property = HashMap::new();
-    let mut edge_property = HashMap::new();
-
-    node_property.insert(
-        0u32,
-        json!({
-        "name":"John",
-        "age":20,
-        "is_member":true,
-        "scores":json!([9,8,10]),
-        }),
-    );
-
-    node_property.insert(
-        1,
-        json!({
-        "name":"Marry",
-        "age":30,
-        "is_member":false,
-        "scores":json!([10,10,9]),
-        }),
-    );
-
-    edge_property.insert(
-        (0, 1),
-        json!({
-        "friend_since":"2018-11-15",
-        }),
-    );
-
-    CachedProperty::with_data(node_property, edge_property, false)
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+extern crate rust_graph;
+extern crate serde_json;
+
+use std::collections::HashMap;
+
+use rust_graph::property::filter::*;
+use rust_graph::property::CachedProperty;
+use rust_graph::property::RocksProperty as DefaultProperty;
+use serde_json::json;
+use std::sync::Arc;
+
+#[test]
+fn test_cached_boolean_expression() {
+    // WHERE a.is_member;
+    let exp = Box::new(Var::new("is_member".to_owned()));
+
+    let property_graph = create_cached_property();
+
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    property_cache
+        .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
+        .unwrap();
+
+    let result: Vec<u32> = vec![0, 1]
+        .into_iter()
+        .filter(|x| filter_node(*x, &mut property_cache, exp.as_ref()))
+        .collect();
+
+    assert_eq!(vec![0], result);
+}
+
+#[test]
+fn test_cached_num_compare_expression() {
+    // WHERE a.age > 25;
+
+    let exp0 = Box::new(Var::new("age".to_owned()));
+    let exp1 = Box::new(Const::new(json!(25)));
+    let exp = Box::new(PredicateExpression::new(
+        exp0,
+        exp1,
+        PredicateOperator::GreaterThan,
+    ));
+
+    let property_graph = create_cached_property();
+
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    property_cache
+        .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
+        .unwrap();
+
+    let result: Vec<u32> = vec![0, 1]
+        .into_iter()
+        .filter(|x| filter_node(*x, &mut property_cache, exp.as_ref()))
+        .collect();
+
+    assert_eq!(vec![1], result);
+}
+
+#[test]
+fn test_cached_arithmetic_expression() {
+    // WHERE a.age + 10 > 35;
+
+    let exp0 = Box::new(Var::new("age".to_owned()));
+    let exp1 = Box::new(Const::new(json!(10)));
+    let exp2 = Box::new(ArithmeticExpression::new(
+        exp0,
+        exp1,
+        ArithmeticOperator::Add,
+    ));
+    let exp3 = Box::new(Const::new(json!(35)));
+
+    let exp = Box::new(PredicateExpression::new(
+        exp2,
+        exp3,
+        PredicateOperator::GreaterThan,
+    ));
+
+    let property_graph = create_cached_property();
+
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    property_cache
+        .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
+        .unwrap();
+
+    let result: Vec<u32> = vec![0, 1]
+        .into_iter()
+        .filter(|x| filter_node(*x, &mut property_cache, exp.as_ref()))
+        .collect();
+
+    assert_eq!(result, vec![1]);
+}
+
+#[test]
+fn test_cached_logical_expression() {
+    // WHERE a.age + 10 > 35 AND a.is_member;
+
+    let exp0 = Box::new(Var::new("age".to_owned()));
+    let exp1 = Box::new(Const::new(json!(10)));
+    let exp2 = Box::new(ArithmeticExpression::new(
+        exp0,
+        exp1,
+        ArithmeticOperator::Add,
+    ));
+    let exp3 = Box::new(Const::new(json!(35)));
+    let exp4 = Box::new(PredicateExpression::new(
+        exp2,
+        exp3,
+        PredicateOperator::LessEqual,
+    ));
+    let exp5 = Box::new(Var::new("is_member".to_owned()));
+
+    let exp = Box::new(PredicateExpression::new(exp4, exp5, PredicateOperator::AND));
+
+    let property_graph = create_cached_property();
+
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    property_cache
+        .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
+        .unwrap();
+
+    let result: Vec<u32> = vec![0, 1]
+        .into_iter()
+        .filter(|x| filter_node(*x, &mut property_cache, exp.as_ref()))
+        .collect();
+
+    assert_eq!(vec![0], result);
+}
+
+#[test]
+fn test_cached_string_compare_expression() {
+    // WHERE a.name CONTAINS "arr";
+
+    let exp0 = Box::new(Var::new("name".to_owned()));
+    let exp1 = Box::new(Const::new(json!("arr".to_owned())));
+    let exp = Box::new(PredicateExpression::new(
+        exp0,
+        exp1,
+        PredicateOperator::Contains,
+    ));
+
+    let property_graph = create_cached_property();
+
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    property_cache
+        .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
+        .unwrap();
+
+    let result: Vec<u32> = vec![0, 1]
+        .into_iter()
+        .filter(|x| filter_node(*x, &mut property_cache, exp.as_ref()))
+        .collect();
+
+    assert_eq!(vec![1], result);
+}
+
+#[test]
+fn test_cached_string_concat_expression() {
+    // WHERE a.name + "hello" CONTAINS "arr";
+
+    let exp0 = Box::new(Var::new("name".to_owned()));
+    let exp1 = Box::new(Const::new(json!("hello".to_owned())));
+    let exp2 = Box::new(ArithmeticExpression::new(
+        exp0,
+        exp1,
+        ArithmeticOperator::Concat,
+    ));
+    let exp3 = Box::new(Const::new(json!("yhello".to_owned())));
+
+    let exp = Box::new(PredicateExpression::new(
+        exp2,
+        exp3,
+        PredicateOperator::Contains,
+    ));
+
+    let property_graph = create_cached_property();
+
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    property_cache
+        .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
+        .unwrap();
+
+    let result: Vec<u32> = vec![0, 1]
+        .into_iter()
+        .filter(|x| filter_node(*x, &mut property_cache, exp.as_ref()))
+        .collect();
+
+    assert_eq!(vec![1], result);
+}
+
+#[test]
+fn test_cached_range_predicate_expression() {
+    // WHERE 18 <= a.age <= 22;
+
+    let exp0 = Box::new(Var::new("age".to_owned()));
+    let exp1 = Box::new(Const::new(json!([18, 22])));
+    let exp = Box::new(PredicateExpression::new(
+        exp0,
+        exp1,
+        PredicateOperator::Range,
+    ));
+
+    let property_graph = create_cached_property();
+
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    property_cache
+        .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
+        .unwrap();
+
+    let result: Vec<u32> = vec![0, 1]
+        .into_iter()
+        .filter(|x| filter_node(*x, &mut property_cache, exp.as_ref()))
+        .collect();
+
+    assert_eq!(vec![0], result);
+}
+
+#[test]
+fn test_cached_error_boolean_expression() {
+    // WHERE a.is_member;
+    let exp = Box::new(Var::new("age".to_owned()));
+
+    let property_graph = create_cached_property();
+
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    property_cache
+        .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
+        .unwrap();
+
+    let result: Vec<u32> = vec![0, 1]
+        .into_iter()
+        .filter(|x| filter_node(*x, &mut property_cache, exp.as_ref()))
+        .collect();
+
+    assert_eq!(Vec::<u32>::new(), result);
+}
+
+#[test]
+fn test_cached_complex_expression() {
+    // WHERE a.is_member AND ((a.age MODULE 5 = 0) AND (18 <= a.age <= 35 AND ((a.name CONTAINS "a") OR (a.name CONTAINS "o"))));
+
+    let exp0 = Box::new(Var::new("is_member".to_owned()));
+    let exp1 = Box::new(Var::new("age".to_owned()));
+    let exp2 = Box::new(Const::new(json!(5)));
+    let exp3 = Box::new(Const::new(json!(0)));
+    let exp4 = Box::new(Const::new(json!([18, 35])));
+    let exp5 = Box::new(Var::new("age".to_owned()));
+    let exp6 = Box::new(Var::new("name".to_owned()));
+    let exp7 = Box::new(Const::new(json!("a".to_owned())));
+    let exp8 = Box::new(Var::new("name".to_owned()));
+    let exp9 = Box::new(Const::new(json!("o".to_owned())));
+    let exp12 = Box::new(ArithmeticExpression::new(
+        exp1,
+        exp2,
+        ArithmeticOperator::Modulo,
+    ));
+    let exp123 = Box::new(PredicateExpression::new(
+        exp12,
+        exp3,
+        PredicateOperator::Equal,
+    ));
+    let exp45 = Box::new(PredicateExpression::new(
+        exp4,
+        exp5,
+        PredicateOperator::Range,
+    ));
+    let exp67 = Box::new(PredicateExpression::new(
+        exp6,
+        exp7,
+        PredicateOperator::Contains,
+    ));
+    let exp89 = Box::new(PredicateExpression::new(
+        exp8,
+        exp9,
+        PredicateOperator::Contains,
+    ));
+    let exp6789 = Box::new(PredicateExpression::new(
+        exp67,
+        exp89,
+        PredicateOperator::OR,
+    ));
+    let exp456789 = Box::new(PredicateExpression::new(
+        exp45,
+        exp6789,
+        PredicateOperator::AND,
+    ));
+    let exp123456789 = Box::new(PredicateExpression::new(
+        exp123,
+        exp456789,
+        PredicateOperator::AND,
+    ));
+    let final_exp = Box::new(PredicateExpression::new(
+        exp0,
+        exp123456789,
+        PredicateOperator::AND,
+    ));
+
+    let property_graph = create_cached_property();
+
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    property_cache
+        .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
+        .unwrap();
+
+    let _result: Vec<u32> = vec![0, 1]
+        .into_iter()
+        .filter(|x| filter_node(*x, &mut property_cache, final_exp.as_ref()))
+        .collect();
+    //    assert_eq!(vec![0], result);
+}
+
+#[test]
+fn test_sled_boolean_expression() {
+    // WHERE a.is_member;
+    let exp = Box::new(Var::new("is_member".to_owned()));
+
+    let property_graph = create_default_property();
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    property_cache
+        .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
+        .unwrap();
+
+    let result: Vec<u32> = vec![0, 1]
+        .into_iter()
+        .filter(|x| filter_node(*x, &mut property_cache, exp.as_ref()))
+        .collect();
+
+    assert_eq!(Vec::<u32>::new(), result);
+}
+
+#[test]
+fn test_sled_num_compare_expression() {
+    // WHERE a.age > 25;
+
+    let exp0 = Box::new(Var::new("age".to_owned()));
+    let exp1 = Box::new(Const::new(json!(25)));
+    let exp = Box::new(PredicateExpression::new(
+        exp0,
+        exp1,
+        PredicateOperator::GreaterThan,
+    ));
+
+    let property_graph = create_default_property();
+
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    property_cache
+        .pre_fetch(vec![0, 1].into_iter(), vec![].into_iter())
+        .unwrap();
+
+    let result: Vec<u32> = vec![0, 1]
+        .into_iter()
+        .filter(|x| filter_node(*x, &mut property_cache, exp.as_ref()))
+        .collect();
+
+    assert_eq!(vec![0, 1], result);
+}
+
+fn create_default_property() -> DefaultProperty {
+    let mut node_property = HashMap::new();
+    let mut edge_property = HashMap::new();
+    for i in 0u32..10 {
+        node_property.insert(
+            i,
+            json!({
+            "name":"Mike",
+            "age":30,
+            "is_member":false,
+            "scores":json!([10,10,9]),
+            }),
+        );
+    }
+
+    edge_property.insert(
+        (0, 1),
+        json!({
+        "friend_since":"2018-11-15",
+        }),
+    );
+
+    let node = tempdir::TempDir::new("node").unwrap();
+    let edge = tempdir::TempDir::new("edge").unwrap();
+
+    let node_path = node.path();
+    let edge_path = edge.path();
+
+    let db = DefaultProperty::with_data(
+        node_path,
+        edge_path,
+        node_property.into_iter(),
+        edge_property.into_iter(),
+        false,
+    )
+    .unwrap();
+    db.flush().unwrap();
+    db
+}
+
+fn create_cached_property() -> CachedProperty<u32> {
+    let mut node_property = HashMap::new();
+    let mut edge_property = HashMap::new();
+
+    node_property.insert(
+        0u32,
+        json!({
+        "name":"John",
+        "age":20,
+        "is_member":true,
+        "scores":json!([9,8,10]),
+        }),
+    );
+
+    node_property.insert(
+        1,
+        json!({
+        "name":"Marry",
+        "age":30,
+        "is_member":false,
+        "scores":json!([10,10,9]),
+        }),
+    );
+
+    edge_property.insert(
+        (0, 1),
+        json!({
+        "friend_since":"2018-11-15",
+        }),
+    );
+
+    CachedProperty::with_data(node_property, edge_property, false)
+}
diff --git a/tests/property_parser.rs b/tests/property_parser.rs
index 39a51aee..c1969a7b 100644
--- a/tests/property_parser.rs
+++ b/tests/property_parser.rs
@@ -1,330 +1,330 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-extern crate rust_graph;
-extern crate serde_json;
-//extern crate sled;
-
-use std::collections::HashMap;
-use std::path::Path;
-use std::sync::Arc;
-
-use rust_graph::property::filter::*;
-use rust_graph::property::parse_property;
-use rust_graph::property::parse_property_tree;
-use rust_graph::property::*;
-
-use serde_json::json;
-
-use std::fs::File;
-use std::io::prelude::*;
-use std::io::BufReader;
-
-#[test]
-fn test_undirected_dst2src() {
-    let result = lines_from_file("tests/cypher_tree/undirected_dst2src.txt");
-    let expression_cache = parse_property_tree(result.clone()).clone();
-    let exp = expression_cache.get_edge_exp(1, 2).unwrap();
-    assert_eq!(exp.is_empty(), false);
-}
-
-#[test]
-fn test_undirected_src2dst() {
-    let result = lines_from_file("tests/cypher_tree/undirected_src2dst.txt");
-    let expression_cache = parse_property_tree(result.clone()).clone();
-    let exp = expression_cache.get_edge_exp(0, 2).unwrap();
-    assert_eq!(exp.is_empty(), false);
-}
-
-#[test]
-fn test_string_value() {
-    let result = lines_from_file("tests/cypher_tree/string.txt");
-    let _expression_cache = parse_property_tree(result.clone()).clone();
-}
-
-#[test]
-fn test_empty_tree() {
-    let result = lines_from_file("tests/cypher_tree/empty.txt");
-    let expression_cache = parse_property_tree(result.clone()).clone();
-    assert_eq!(true, expression_cache.is_disabled());
-}
-
-#[test]
-fn test_cypher_two_vars() {
-    // match (a)-[b]-(c) where a.age > 10 and b.age < 5;
-    // match (0)-[3]-(1) where 0.age > 10 and 3.age < 5;
-
-    let result = lines_from_file("tests/cypher_tree/4.txt");
-
-    let _expression_cache = parse_property_tree(result.clone()).clone();
-
-    let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
-    let exp = parse_property(cypher_tree);
-
-    let property_graph = create_cached_property();
-
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
-    let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
-    property_cache
-        .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
-        .unwrap();
-
-    let result: Vec<u32> = vec
-        .into_iter()
-        .filter(|x| filter_node(*x, &mut property_cache, exp["0"].as_ref()))
-        .collect();
-
-    assert_eq!(vec![0, 4], result);
-}
-
-#[test]
-fn test_cypher_two_vars2() {
-    // match (a)-[b]-(c) where a.age > 10 and b.age + 5 < a.age;
-
-    let result = lines_from_file("tests/cypher_tree/5.txt");
-    let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
-    let exp = parse_property(cypher_tree);
-
-    let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
-    let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
-    property_cache
-        .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
-        .unwrap();
-
-    let result: Vec<u32> = vec
-        .into_iter()
-        .filter(|x| filter_node(*x, &mut property_cache, exp["a"].as_ref()))
-        .collect();
-
-    assert_eq!(vec![0, 4], result);
-}
-
-#[test]
-fn test_cypher_two_vars3() {
-    // match (a)-[b]-(c) where a.age + b.age > 10 or b.age + 5 < a.age;
-
-    let result = lines_from_file("tests/cypher_tree/6.txt");
-
-    let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
-    let exp = parse_property(cypher_tree);
-
-    let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
-    let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
-    property_cache
-        .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
-        .unwrap();
-
-    let result: Vec<u32> = vec
-        .into_iter()
-        .filter(|x| filter_node(*x, &mut property_cache, exp["a"].as_ref()))
-        .collect();
-
-    assert_eq!(vec![0, 1, 2, 3, 4, 5], result);
-}
-
-#[test]
-fn test_cypher_two_vars4() {
-    // match (a)-[b]-(c) ;
-
-    let result = lines_from_file("tests/cypher_tree/7.txt");
-
-    let exp = parse_property_tree(result);
-
-    let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
-    let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
-    property_cache
-        .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
-        .unwrap();
-
-    assert_eq!(exp.is_disabled(), true);
-}
-#[test]
-fn test_cypher_larger_than() {
-    // Match (a:A)-[b:B]-(c:C) WHERE a.age > 10 RETURN a
-
-    let result = lines_from_file("tests/cypher_tree/0.txt");
-    let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
-    let exp = parse_property(cypher_tree);
-
-    let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
-    let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
-    property_cache
-        .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
-        .unwrap();
-
-    let result: Vec<u32> = vec
-        .into_iter()
-        .filter(|x| filter_node(*x, &mut property_cache, exp["a"].as_ref()))
-        .collect();
-
-    assert_eq!(vec![0, 4], result);
-}
-
-#[test]
-fn test_cypher_number_addition() {
-    // Match (a:A)-[b:B]-(c:C) WHERE a.age + 5.5 > 10 RETURN a
-
-    let result = lines_from_file("tests/cypher_tree/1.txt");
-    let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
-    let exp = parse_property(cypher_tree);
-
-    let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
-    let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
-    property_cache
-        .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
-        .unwrap();
-
-    let result: Vec<u32> = vec
-        .into_iter()
-        .filter(|x| filter_node(*x, &mut property_cache, exp["a"].as_ref()))
-        .collect();
-
-    assert_eq!(vec![0, 1, 3, 4], result);
-}
-
-#[test]
-fn test_cypher_string_contains() {
-    // Match (a:A)-[b:B]-(c:C) WHERE a.name CONTAINS "hello" RETURN a
-
-    let result = lines_from_file("tests/cypher_tree/2.txt");
-    let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
-    let exp = parse_property(cypher_tree);
-
-    let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
-    let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
-    property_cache
-        .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
-        .unwrap();
-
-    let result: Vec<u32> = vec
-        .into_iter()
-        .filter(|x| filter_node(*x, &mut property_cache, exp["a"].as_ref()))
-        .collect();
-
-    assert_eq!(vec![0, 2, 3, 4, 5], result);
-}
-
-#[test]
-fn test_cypher_and_operator() {
-    // Match (a:A)-[b:B]-(c:C) WHERE a.name CONTAINS "hello" AND a.age + 5.5 > 10 RETURN a
-
-    let result = lines_from_file("tests/cypher_tree/3.txt");
-    let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
-    let exp = parse_property(cypher_tree);
-
-    let property_graph = create_cached_property();
-    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
-    let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
-    property_cache
-        .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
-        .unwrap();
-
-    let result: Vec<u32> = vec
-        .into_iter()
-        .filter(|x| filter_node(*x, &mut property_cache, exp["a"].as_ref()))
-        .collect();
-
-    assert_eq!(vec![0, 3, 4], result);
-}
-
-#[test]
-fn test_compelx_cypher_query() {
-    // WHERE a.is_member AND ((a.age % 5 = 0) AND (18 <= a.age <= 35 AND((a.name CONTAINS "a") OR (a.name CONTAINS "o"))))
-
-    let result = lines_from_file("tests/cypher_tree/9.txt");
-    let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
-    let _exp = parse_property(cypher_tree);
-}
-
-fn lines_from_file(filename: impl AsRef<Path>) -> Vec<String> {
-    let file = File::open(filename).expect("no such file");
-    let buf = BufReader::new(file);
-    buf.lines()
-        .map(|l| l.expect("Could not parse line"))
-        .collect()
-}
-
-fn create_cached_property() -> CachedProperty<u32> {
-    let mut node_property = HashMap::new();
-    let mut edge_property = HashMap::new();
-
-    node_property.insert(
-        0u32,
-        json!({
-        "name":"Bhello",
-        "age":15,
-        }),
-    );
-
-    node_property.insert(
-        1,
-        json!({
-        "name":"Jack",
-        "age":6,
-        }),
-    );
-
-    node_property.insert(
-        2,
-        json!({
-        "name":"Thello",
-        "age":3,
-        }),
-    );
-
-    node_property.insert(
-        3,
-        json!({
-        "name":"hello",
-        "age":5,
-        }),
-    );
-
-    node_property.insert(
-        4,
-        json!({
-        "name":"Chello",
-        "age":13,
-        }),
-    );
-
-    node_property.insert(
-        5,
-        json!({
-        "name":"Shello",
-        "age":1,
-        }),
-    );
-
-    edge_property.insert(
-        (0u32, 1),
-        json!({
-        "friend_since":"2018-11-15",
-        }),
-    );
-
-    CachedProperty::with_data(node_property, edge_property, false)
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+extern crate rust_graph;
+extern crate serde_json;
+//extern crate sled;
+
+use std::collections::HashMap;
+use std::path::Path;
+use std::sync::Arc;
+
+use rust_graph::property::filter::*;
+use rust_graph::property::parse_property;
+use rust_graph::property::parse_property_tree;
+use rust_graph::property::*;
+
+use serde_json::json;
+
+use std::fs::File;
+use std::io::prelude::*;
+use std::io::BufReader;
+
+#[test]
+fn test_undirected_dst2src() {
+    let result = lines_from_file("tests/cypher_tree/undirected_dst2src.txt");
+    let expression_cache = parse_property_tree(result.clone()).clone();
+    let exp = expression_cache.get_edge_exp(1, 2).unwrap();
+    assert_eq!(exp.is_empty(), false);
+}
+
+#[test]
+fn test_undirected_src2dst() {
+    let result = lines_from_file("tests/cypher_tree/undirected_src2dst.txt");
+    let expression_cache = parse_property_tree(result.clone()).clone();
+    let exp = expression_cache.get_edge_exp(0, 2).unwrap();
+    assert_eq!(exp.is_empty(), false);
+}
+
+#[test]
+fn test_string_value() {
+    let result = lines_from_file("tests/cypher_tree/string.txt");
+    let _expression_cache = parse_property_tree(result.clone()).clone();
+}
+
+#[test]
+fn test_empty_tree() {
+    let result = lines_from_file("tests/cypher_tree/empty.txt");
+    let expression_cache = parse_property_tree(result.clone()).clone();
+    assert_eq!(true, expression_cache.is_disabled());
+}
+
+#[test]
+fn test_cypher_two_vars() {
+    // match (a)-[b]-(c) where a.age > 10 and b.age < 5;
+    // match (0)-[3]-(1) where 0.age > 10 and 3.age < 5;
+
+    let result = lines_from_file("tests/cypher_tree/4.txt");
+
+    let _expression_cache = parse_property_tree(result.clone()).clone();
+
+    let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
+    let exp = parse_property(cypher_tree);
+
+    let property_graph = create_cached_property();
+
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
+    property_cache
+        .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
+        .unwrap();
+
+    let result: Vec<u32> = vec
+        .into_iter()
+        .filter(|x| filter_node(*x, &mut property_cache, exp["0"].as_ref()))
+        .collect();
+
+    assert_eq!(vec![0, 4], result);
+}
+
+#[test]
+fn test_cypher_two_vars2() {
+    // match (a)-[b]-(c) where a.age > 10 and b.age + 5 < a.age;
+
+    let result = lines_from_file("tests/cypher_tree/5.txt");
+    let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
+    let exp = parse_property(cypher_tree);
+
+    let property_graph = create_cached_property();
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
+    property_cache
+        .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
+        .unwrap();
+
+    let result: Vec<u32> = vec
+        .into_iter()
+        .filter(|x| filter_node(*x, &mut property_cache, exp["a"].as_ref()))
+        .collect();
+
+    assert_eq!(vec![0, 4], result);
+}
+
+#[test]
+fn test_cypher_two_vars3() {
+    // match (a)-[b]-(c) where a.age + b.age > 10 or b.age + 5 < a.age;
+
+    let result = lines_from_file("tests/cypher_tree/6.txt");
+
+    let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
+    let exp = parse_property(cypher_tree);
+
+    let property_graph = create_cached_property();
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
+    property_cache
+        .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
+        .unwrap();
+
+    let result: Vec<u32> = vec
+        .into_iter()
+        .filter(|x| filter_node(*x, &mut property_cache, exp["a"].as_ref()))
+        .collect();
+
+    assert_eq!(vec![0, 1, 2, 3, 4, 5], result);
+}
+
+#[test]
+fn test_cypher_two_vars4() {
+    // match (a)-[b]-(c) ;
+
+    let result = lines_from_file("tests/cypher_tree/7.txt");
+
+    let exp = parse_property_tree(result);
+
+    let property_graph = create_cached_property();
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
+    property_cache
+        .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
+        .unwrap();
+
+    assert_eq!(exp.is_disabled(), true);
+}
+#[test]
+fn test_cypher_larger_than() {
+    // Match (a:A)-[b:B]-(c:C) WHERE a.age > 10 RETURN a
+
+    let result = lines_from_file("tests/cypher_tree/0.txt");
+    let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
+    let exp = parse_property(cypher_tree);
+
+    let property_graph = create_cached_property();
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
+    property_cache
+        .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
+        .unwrap();
+
+    let result: Vec<u32> = vec
+        .into_iter()
+        .filter(|x| filter_node(*x, &mut property_cache, exp["a"].as_ref()))
+        .collect();
+
+    assert_eq!(vec![0, 4], result);
+}
+
+#[test]
+fn test_cypher_number_addition() {
+    // Match (a:A)-[b:B]-(c:C) WHERE a.age + 5.5 > 10 RETURN a
+
+    let result = lines_from_file("tests/cypher_tree/1.txt");
+    let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
+    let exp = parse_property(cypher_tree);
+
+    let property_graph = create_cached_property();
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
+    property_cache
+        .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
+        .unwrap();
+
+    let result: Vec<u32> = vec
+        .into_iter()
+        .filter(|x| filter_node(*x, &mut property_cache, exp["a"].as_ref()))
+        .collect();
+
+    assert_eq!(vec![0, 1, 3, 4], result);
+}
+
+#[test]
+fn test_cypher_string_contains() {
+    // Match (a:A)-[b:B]-(c:C) WHERE a.name CONTAINS "hello" RETURN a
+
+    let result = lines_from_file("tests/cypher_tree/2.txt");
+    let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
+    let exp = parse_property(cypher_tree);
+
+    let property_graph = create_cached_property();
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
+    property_cache
+        .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
+        .unwrap();
+
+    let result: Vec<u32> = vec
+        .into_iter()
+        .filter(|x| filter_node(*x, &mut property_cache, exp["a"].as_ref()))
+        .collect();
+
+    assert_eq!(vec![0, 2, 3, 4, 5], result);
+}
+
+#[test]
+fn test_cypher_and_operator() {
+    // Match (a:A)-[b:B]-(c:C) WHERE a.name CONTAINS "hello" AND a.age + 5.5 > 10 RETURN a
+
+    let result = lines_from_file("tests/cypher_tree/3.txt");
+    let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
+    let exp = parse_property(cypher_tree);
+
+    let property_graph = create_cached_property();
+    let mut property_cache = PropertyCache::new(Some(Arc::new(property_graph)), 6, false, false);
+    let vec: Vec<u32> = vec![0, 1, 2, 3, 4, 5];
+    property_cache
+        .pre_fetch(vec.clone().into_iter(), vec![].into_iter())
+        .unwrap();
+
+    let result: Vec<u32> = vec
+        .into_iter()
+        .filter(|x| filter_node(*x, &mut property_cache, exp["a"].as_ref()))
+        .collect();
+
+    assert_eq!(vec![0, 3, 4], result);
+}
+
+#[test]
+fn test_compelx_cypher_query() {
+    // WHERE a.is_member AND ((a.age % 5 = 0) AND (18 <= a.age <= 35 AND((a.name CONTAINS "a") OR (a.name CONTAINS "o"))))
+
+    let result = lines_from_file("tests/cypher_tree/9.txt");
+    let cypher_tree: Vec<&str> = result.iter().map(AsRef::as_ref).collect();
+    let _exp = parse_property(cypher_tree);
+}
+
+fn lines_from_file(filename: impl AsRef<Path>) -> Vec<String> {
+    let file = File::open(filename).expect("no such file");
+    let buf = BufReader::new(file);
+    buf.lines()
+        .map(|l| l.expect("Could not parse line"))
+        .collect()
+}
+
+fn create_cached_property() -> CachedProperty<u32> {
+    let mut node_property = HashMap::new();
+    let mut edge_property = HashMap::new();
+
+    node_property.insert(
+        0u32,
+        json!({
+        "name":"Bhello",
+        "age":15,
+        }),
+    );
+
+    node_property.insert(
+        1,
+        json!({
+        "name":"Jack",
+        "age":6,
+        }),
+    );
+
+    node_property.insert(
+        2,
+        json!({
+        "name":"Thello",
+        "age":3,
+        }),
+    );
+
+    node_property.insert(
+        3,
+        json!({
+        "name":"hello",
+        "age":5,
+        }),
+    );
+
+    node_property.insert(
+        4,
+        json!({
+        "name":"Chello",
+        "age":13,
+        }),
+    );
+
+    node_property.insert(
+        5,
+        json!({
+        "name":"Shello",
+        "age":1,
+        }),
+    );
+
+    edge_property.insert(
+        (0u32, 1),
+        json!({
+        "friend_since":"2018-11-15",
+        }),
+    );
+
+    CachedProperty::with_data(node_property, edge_property, false)
+}
diff --git a/tests/result_parser.rs b/tests/result_parser.rs
index 6991a4a4..e053fc53 100644
--- a/tests/result_parser.rs
+++ b/tests/result_parser.rs
@@ -1,54 +1,54 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-extern crate rust_graph;
-extern crate serde_json;
-//extern crate sled;
-
-use std::path::Path;
-
-use rust_graph::property::parse_result_blueprint;
-
-use std::fs::File;
-use std::io::prelude::*;
-use std::io::BufReader;
-
-#[test]
-fn test_cypher_three_attributes() {
-    // MATCH (p:Person) WHERE p.age > 10 RETURN p, p.name, p.age, count(p)
-
-    let cypher_tree = lines_from_file("tests/cypher_tree/10.txt");
-    let exp = parse_result_blueprint(cypher_tree);
-    assert_eq!(exp.get_node_elements().len(), 4);
-}
-
-#[test]
-fn test_cypher_movie_query() {
-    let cypher_tree = lines_from_file("tests/cypher_tree/11.txt");
-    let _exp = parse_result_blueprint(cypher_tree);
-}
-
-fn lines_from_file(filename: impl AsRef<Path>) -> Vec<String> {
-    let file = File::open(filename).expect("no such file");
-    let buf = BufReader::new(file);
-    buf.lines()
-        .map(|l| l.expect("Could not parse line"))
-        .collect()
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+extern crate rust_graph;
+extern crate serde_json;
+//extern crate sled;
+
+use std::path::Path;
+
+use rust_graph::property::parse_result_blueprint;
+
+use std::fs::File;
+use std::io::prelude::*;
+use std::io::BufReader;
+
+#[test]
+fn test_cypher_three_attributes() {
+    // MATCH (p:Person) WHERE p.age > 10 RETURN p, p.name, p.age, count(p)
+
+    let cypher_tree = lines_from_file("tests/cypher_tree/10.txt");
+    let exp = parse_result_blueprint(cypher_tree);
+    assert_eq!(exp.get_node_elements().len(), 4);
+}
+
+#[test]
+fn test_cypher_movie_query() {
+    let cypher_tree = lines_from_file("tests/cypher_tree/11.txt");
+    let _exp = parse_result_blueprint(cypher_tree);
+}
+
+fn lines_from_file(filename: impl AsRef<Path>) -> Vec<String> {
+    let file = File::open(filename).expect("no such file");
+    let buf = BufReader::new(file);
+    buf.lines()
+        .map(|l| l.expect("Could not parse line"))
+        .collect()
+}
diff --git a/tests/static_graph.rs b/tests/static_graph.rs
index d092d2e9..68e7885a 100644
--- a/tests/static_graph.rs
+++ b/tests/static_graph.rs
@@ -1,167 +1,167 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-#[macro_use]
-extern crate rust_graph;
-extern crate tempfile;
-
-use rust_graph::generic::DefaultId;
-use rust_graph::graph_impl::static_graph::StaticNode;
-use rust_graph::graph_impl::Edge;
-use rust_graph::graph_impl::EdgeVec;
-use rust_graph::map::SetMap;
-use rust_graph::prelude::*;
-use rust_graph::{DiStaticGraph, UnStaticGraph};
-
-#[test]
-fn test_directed() {
-    let edge_vec = EdgeVec::new(vec![0, 2, 3, 4], vec![1, 2, 0, 0]);
-    let in_edge_vec = EdgeVec::new(vec![0, 2, 3, 4], vec![1, 2, 0, 0]);
-    let g = DiStaticGraph::<Void>::new(edge_vec, Some(in_edge_vec), None, None);
-
-    assert_eq!(g.node_count(), 3);
-    assert_eq!(g.edge_count(), 4);
-
-    assert_eq!(g.neighbors(0)[..], [1, 2]);
-    assert_eq!(&g.neighbors(1)[..], &[0]);
-    assert_eq!(&g.neighbors(2)[..], &[0]);
-
-    assert_eq!(g.degree(0), 2);
-    assert_eq!(g.degree(1), 1);
-    assert_eq!(g.degree(2), 1);
-
-    assert_eq!(g.in_neighbors(0).into_owned(), vec![1, 2]);
-    assert_eq!(g.in_neighbors(1).into_owned(), vec![0]);
-    assert_eq!(g.in_neighbors(2).into_owned(), vec![0]);
-
-    assert_eq!(g.in_degree(0), 2);
-    assert_eq!(g.in_degree(1), 1);
-    assert_eq!(g.in_degree(2), 1);
-
-    let node_0 = StaticNode::<DefaultId>::new(0, None);
-    let node_1 = StaticNode::<DefaultId>::new(1, None);
-    let node_2 = StaticNode::<DefaultId>::new(2, None);
-
-    let edge_0_1 = Edge::<DefaultId>::new(0, 1, None);
-    let edge_0_2 = Edge::<DefaultId>::new(0, 2, None);
-    let edge_1_0 = Edge::<DefaultId>::new(1, 0, None);
-    let edge_2_0 = Edge::<DefaultId>::new(2, 0, None);
-
-    assert_eq!(g.get_node(0).unwrap_staticnode(), node_0);
-    assert_eq!(g.get_node(1).unwrap_staticnode(), node_1);
-    assert_eq!(g.get_node(2).unwrap_staticnode(), node_2);
-
-    assert!(g.get_node(3).is_none());
-
-    assert_eq!(g.get_edge(0, 1).unwrap(), edge_0_1);
-    assert_eq!(g.get_edge(0, 2).unwrap(), edge_0_2);
-    assert_eq!(g.get_edge(1, 0).unwrap(), edge_1_0);
-    assert_eq!(g.get_edge(2, 0).unwrap(), edge_2_0);
-    assert!(g.get_edge(2, 3).is_none());
-
-    let nodes: Vec<_> = g.nodes().collect();
-    assert_eq!(nodes.len(), 3);
-    assert!(nodes.contains(&g.get_node(0)));
-    assert!(nodes.contains(&g.get_node(1)));
-    assert!(nodes.contains(&g.get_node(2)));
-
-    let edges: Vec<_> = g.edges().collect();
-    assert_eq!(edges.len(), 4);
-    assert!(edges.contains(&g.get_edge(0, 1)));
-    assert!(edges.contains(&g.get_edge(0, 2)));
-    assert!(edges.contains(&g.get_edge(1, 0)));
-    assert!(edges.contains(&g.get_edge(2, 0)));
-}
-
-#[test]
-fn test_undirected() {
-    let edge_vec = EdgeVec::new(vec![0, 2, 4, 6], vec![1, 2, 0, 2, 0, 1]);
-    let g = UnStaticGraph::<Void>::new(edge_vec, None, None, None);
-    let edges: Vec<_> = g.edge_indices().collect();
-    assert_eq!(edges, vec![(0, 1), (0, 2), (1, 2)])
-}
-
-#[test]
-fn test_labeled() {
-    let edge_vec = EdgeVec::with_labels(vec![0, 2, 3, 4], vec![1, 2, 0, 0], vec![0, 1, 0, 1]);
-    let in_edge_vec = EdgeVec::new(vec![0, 2, 3, 4], vec![1, 2, 0, 0]);
-    let labels = vec![1, 0, 1];
-    let g = DiStaticGraph::<&str>::with_labels(
-        edge_vec,
-        Some(in_edge_vec),
-        labels,
-        setmap!["a", "b"],
-        setmap!["a", "b"],
-        None,
-        None,
-    );
-
-    assert_eq!(g.get_node_label(0), Some(&"b"));
-    assert_eq!(g.get_node_label(1), Some(&"a"));
-    assert_eq!(g.get_node_label(2), Some(&"b"));
-    assert_eq!(g.get_node_label(4), None);
-
-    assert_eq!(g.get_edge_label(0, 1), Some(&"a"));
-    assert_eq!(g.get_edge_label(0, 2), Some(&"b"));
-    assert_eq!(g.get_edge_label(1, 0), Some(&"a"));
-    assert_eq!(g.get_edge_label(2, 0), Some(&"b"));
-    assert_eq!(g.get_edge_label(2, 3), None);
-
-    let node_0 = StaticNode::new(0 as DefaultId, Some(1));
-    let node_1 = StaticNode::new(1 as DefaultId, Some(0));
-    let node_2 = StaticNode::new(2 as DefaultId, Some(1));
-
-    let edge_0_1 = Edge::new(0 as DefaultId, 1, Some(0));
-    let edge_0_2 = Edge::new(0 as DefaultId, 2, Some(1));
-    let edge_1_0 = Edge::new(1 as DefaultId, 0, Some(0));
-    let edge_2_0 = Edge::new(2 as DefaultId, 0, Some(1));
-
-    assert_eq!(g.get_node(0).unwrap_staticnode(), node_0);
-    assert_eq!(g.get_node(1).unwrap_staticnode(), node_1);
-    assert_eq!(g.get_node(2).unwrap_staticnode(), node_2);
-    assert!(g.get_node(3).is_none());
-
-    assert_eq!(g.get_edge(0, 1).unwrap(), edge_0_1);
-    assert_eq!(g.get_edge(0, 2).unwrap(), edge_0_2);
-    assert_eq!(g.get_edge(1, 0).unwrap(), edge_1_0);
-    assert_eq!(g.get_edge(2, 0).unwrap(), edge_2_0);
-    assert!(g.get_edge(2, 3).is_none());
-
-    let nodes: Vec<_> = g.nodes().collect();
-    assert_eq!(nodes.len(), 3);
-    assert!(nodes.contains(&g.get_node(0)));
-    assert!(nodes.contains(&g.get_node(1)));
-    assert!(nodes.contains(&g.get_node(2)));
-
-    let edges: Vec<_> = g.edges().collect();
-    assert_eq!(edges.len(), 4);
-    assert!(edges.contains(&g.get_edge(0, 1)));
-    assert!(edges.contains(&g.get_edge(0, 2)));
-    assert!(edges.contains(&g.get_edge(1, 0)));
-    assert!(edges.contains(&g.get_edge(2, 0)));
-}
-
-#[test]
-fn test_clone() {
-    let edge_vec = EdgeVec::new(vec![0, 2, 3, 4], vec![1, 2, 0, 0]);
-    let in_edge_vec = EdgeVec::new(vec![0, 2, 3, 4], vec![1, 2, 0, 0]);
-    let g = DiStaticGraph::<Void>::new(edge_vec, Some(in_edge_vec), None, None);
-    assert_eq!(g, g.clone());
-}
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+#[macro_use]
+extern crate rust_graph;
+extern crate tempfile;
+
+use rust_graph::generic::DefaultId;
+use rust_graph::graph_impl::static_graph::StaticNode;
+use rust_graph::graph_impl::Edge;
+use rust_graph::graph_impl::EdgeVec;
+use rust_graph::map::SetMap;
+use rust_graph::prelude::*;
+use rust_graph::{DiStaticGraph, UnStaticGraph};
+
+#[test]
+fn test_directed() {
+    let edge_vec = EdgeVec::new(vec![0, 2, 3, 4], vec![1, 2, 0, 0]);
+    let in_edge_vec = EdgeVec::new(vec![0, 2, 3, 4], vec![1, 2, 0, 0]);
+    let g = DiStaticGraph::<Void>::new(edge_vec, Some(in_edge_vec), None, None);
+
+    assert_eq!(g.node_count(), 3);
+    assert_eq!(g.edge_count(), 4);
+
+    assert_eq!(g.neighbors(0)[..], [1, 2]);
+    assert_eq!(&g.neighbors(1)[..], &[0]);
+    assert_eq!(&g.neighbors(2)[..], &[0]);
+
+    assert_eq!(g.degree(0), 2);
+    assert_eq!(g.degree(1), 1);
+    assert_eq!(g.degree(2), 1);
+
+    assert_eq!(g.in_neighbors(0).into_owned(), vec![1, 2]);
+    assert_eq!(g.in_neighbors(1).into_owned(), vec![0]);
+    assert_eq!(g.in_neighbors(2).into_owned(), vec![0]);
+
+    assert_eq!(g.in_degree(0), 2);
+    assert_eq!(g.in_degree(1), 1);
+    assert_eq!(g.in_degree(2), 1);
+
+    let node_0 = StaticNode::<DefaultId>::new(0, None);
+    let node_1 = StaticNode::<DefaultId>::new(1, None);
+    let node_2 = StaticNode::<DefaultId>::new(2, None);
+
+    let edge_0_1 = Edge::<DefaultId>::new(0, 1, None);
+    let edge_0_2 = Edge::<DefaultId>::new(0, 2, None);
+    let edge_1_0 = Edge::<DefaultId>::new(1, 0, None);
+    let edge_2_0 = Edge::<DefaultId>::new(2, 0, None);
+
+    assert_eq!(g.get_node(0).unwrap_staticnode(), node_0);
+    assert_eq!(g.get_node(1).unwrap_staticnode(), node_1);
+    assert_eq!(g.get_node(2).unwrap_staticnode(), node_2);
+
+    assert!(g.get_node(3).is_none());
+
+    assert_eq!(g.get_edge(0, 1).unwrap(), edge_0_1);
+    assert_eq!(g.get_edge(0, 2).unwrap(), edge_0_2);
+    assert_eq!(g.get_edge(1, 0).unwrap(), edge_1_0);
+    assert_eq!(g.get_edge(2, 0).unwrap(), edge_2_0);
+    assert!(g.get_edge(2, 3).is_none());
+
+    let nodes: Vec<_> = g.nodes().collect();
+    assert_eq!(nodes.len(), 3);
+    assert!(nodes.contains(&g.get_node(0)));
+    assert!(nodes.contains(&g.get_node(1)));
+    assert!(nodes.contains(&g.get_node(2)));
+
+    let edges: Vec<_> = g.edges().collect();
+    assert_eq!(edges.len(), 4);
+    assert!(edges.contains(&g.get_edge(0, 1)));
+    assert!(edges.contains(&g.get_edge(0, 2)));
+    assert!(edges.contains(&g.get_edge(1, 0)));
+    assert!(edges.contains(&g.get_edge(2, 0)));
+}
+
+#[test]
+fn test_undirected() {
+    let edge_vec = EdgeVec::new(vec![0, 2, 4, 6], vec![1, 2, 0, 2, 0, 1]);
+    let g = UnStaticGraph::<Void>::new(edge_vec, None, None, None);
+    let edges: Vec<_> = g.edge_indices().collect();
+    assert_eq!(edges, vec![(0, 1), (0, 2), (1, 2)])
+}
+
+#[test]
+fn test_labeled() {
+    let edge_vec = EdgeVec::with_labels(vec![0, 2, 3, 4], vec![1, 2, 0, 0], vec![0, 1, 0, 1]);
+    let in_edge_vec = EdgeVec::new(vec![0, 2, 3, 4], vec![1, 2, 0, 0]);
+    let labels = vec![1, 0, 1];
+    let g = DiStaticGraph::<&str>::with_labels(
+        edge_vec,
+        Some(in_edge_vec),
+        labels,
+        setmap!["a", "b"],
+        setmap!["a", "b"],
+        None,
+        None,
+    );
+
+    assert_eq!(g.get_node_label(0), Some(&"b"));
+    assert_eq!(g.get_node_label(1), Some(&"a"));
+    assert_eq!(g.get_node_label(2), Some(&"b"));
+    assert_eq!(g.get_node_label(4), None);
+
+    assert_eq!(g.get_edge_label(0, 1), Some(&"a"));
+    assert_eq!(g.get_edge_label(0, 2), Some(&"b"));
+    assert_eq!(g.get_edge_label(1, 0), Some(&"a"));
+    assert_eq!(g.get_edge_label(2, 0), Some(&"b"));
+    assert_eq!(g.get_edge_label(2, 3), None);
+
+    let node_0 = StaticNode::new(0 as DefaultId, Some(1));
+    let node_1 = StaticNode::new(1 as DefaultId, Some(0));
+    let node_2 = StaticNode::new(2 as DefaultId, Some(1));
+
+    let edge_0_1 = Edge::new(0 as DefaultId, 1, Some(0));
+    let edge_0_2 = Edge::new(0 as DefaultId, 2, Some(1));
+    let edge_1_0 = Edge::new(1 as DefaultId, 0, Some(0));
+    let edge_2_0 = Edge::new(2 as DefaultId, 0, Some(1));
+
+    assert_eq!(g.get_node(0).unwrap_staticnode(), node_0);
+    assert_eq!(g.get_node(1).unwrap_staticnode(), node_1);
+    assert_eq!(g.get_node(2).unwrap_staticnode(), node_2);
+    assert!(g.get_node(3).is_none());
+
+    assert_eq!(g.get_edge(0, 1).unwrap(), edge_0_1);
+    assert_eq!(g.get_edge(0, 2).unwrap(), edge_0_2);
+    assert_eq!(g.get_edge(1, 0).unwrap(), edge_1_0);
+    assert_eq!(g.get_edge(2, 0).unwrap(), edge_2_0);
+    assert!(g.get_edge(2, 3).is_none());
+
+    let nodes: Vec<_> = g.nodes().collect();
+    assert_eq!(nodes.len(), 3);
+    assert!(nodes.contains(&g.get_node(0)));
+    assert!(nodes.contains(&g.get_node(1)));
+    assert!(nodes.contains(&g.get_node(2)));
+
+    let edges: Vec<_> = g.edges().collect();
+    assert_eq!(edges.len(), 4);
+    assert!(edges.contains(&g.get_edge(0, 1)));
+    assert!(edges.contains(&g.get_edge(0, 2)));
+    assert!(edges.contains(&g.get_edge(1, 0)));
+    assert!(edges.contains(&g.get_edge(2, 0)));
+}
+
+#[test]
+fn test_clone() {
+    let edge_vec = EdgeVec::new(vec![0, 2, 3, 4], vec![1, 2, 0, 0]);
+    let in_edge_vec = EdgeVec::new(vec![0, 2, 3, 4], vec![1, 2, 0, 0]);
+    let g = DiStaticGraph::<Void>::new(edge_vec, Some(in_edge_vec), None, None);
+    assert_eq!(g, g.clone());
+}

From 4e68baeea3fc0ca308257d9d54223091b0ca69d6 Mon Sep 17 00:00:00 2001
From: zhengmin <zhengmin.lai@gmail.com>
Date: Mon, 29 Jul 2019 16:03:29 +0800
Subject: [PATCH 320/391] tikv interfaces

---
 src/property/mod.rs           |   2 +-
 src/property/tikv_property.rs | 545 ++++++++++++++++++++++++++++++----
 2 files changed, 490 insertions(+), 57 deletions(-)

diff --git a/src/property/mod.rs b/src/property/mod.rs
index c3cb43a4..ff521008 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -105,7 +105,7 @@ pub trait PropertyGraph<Id: IdType> {
 
 #[derive(Debug)]
 pub enum PropertyError {
-    //    SledError(sled::Error<()>),
+    //SledError(sled::Error<()>),
     ModifyReadOnlyError,
     RocksError(rocksdb::Error),
     TiKVError(tikv_client::Error),
diff --git a/src/property/tikv_property.rs b/src/property/tikv_property.rs
index a1f3b471..9d209cb9 100644
--- a/src/property/tikv_property.rs
+++ b/src/property/tikv_property.rs
@@ -1,50 +1,73 @@
 use std::collections::BTreeMap;
 use std::mem::swap;
 
-use tikv_client::raw::{Client, Connect};
-use tikv_client::Config;
-use tikv_client::Value;
-
 use crate::serde_json::Value as JsonValue;
 use serde::de::DeserializeOwned;
 use serde::Serialize;
-use serde_json::{from_slice, to_value};
+use serde_json::{from_slice, to_value, to_vec};
+use tikv_client::{raw::Client, Config, KvPair};
 
 use crate::generic::{IdType, Iter};
+use crate::itertools::Itertools;
 use crate::property::{PropertyError, PropertyGraph};
 
 pub struct TikvProperty {
-    tikv_config: Config,
+    node_property_config: Config,
+    edge_property_config: Config,
     is_directed: bool,
+    read_only: bool,
 }
 
 impl TikvProperty {
     /// New tikv-client with destroying all kv-pairs first if any
-    pub fn new(tikv_config: Config, is_directed: bool) -> Result<Self, PropertyError> {
+    pub fn new(
+        node_property_config: Config,
+        edge_property_config: Config,
+        is_directed: bool,
+    ) -> Result<Self, PropertyError> {
+        futures::executor::block_on(async {
+            let connection = Client::connect(node_property_config.clone());
+            let client = connection.await.expect("Connect to pd-server failed!");
+            client
+                .delete_range("".to_owned()..)
+                .await
+                .expect("Delete all node properties failed!");
+        });
+
         futures::executor::block_on(async {
-            let connection = Client::connect(tikv_config.clone());
+            let connection = Client::connect(edge_property_config.clone());
             let client = connection.await.expect("Connect to pd-server failed!");
             client
                 .delete_range("".to_owned()..)
                 .await
-                .expect("Delete all kv-pairs failed!");
+                .expect("Delete all edge properties failed!");
         });
 
         Ok(TikvProperty {
-            tikv_config,
+            node_property_config,
+            edge_property_config,
             is_directed,
+            read_only: false,
         })
     }
 
-    pub fn open(tikv_config: Config, is_directed: bool) -> Result<Self, PropertyError> {
+    pub fn open(
+        node_property_config: Config,
+        edge_property_config: Config,
+        is_directed: bool,
+        read_only: bool,
+    ) -> Result<Self, PropertyError> {
         Ok(TikvProperty {
-            tikv_config,
+            node_property_config,
+            edge_property_config,
             is_directed,
+            read_only,
         })
     }
 
     pub fn with_data<Id: IdType + Serialize + DeserializeOwned, N, E>(
-        tikv_config: Config,
+        node_property_config: Config,
+        edge_property_config: Config,
         node_property: N,
         edge_property: E,
         is_directed: bool,
@@ -53,7 +76,7 @@ impl TikvProperty {
         N: Iterator<Item = (Id, JsonValue)>,
         E: Iterator<Item = ((Id, Id), JsonValue)>,
     {
-        let mut prop = Self::open(tikv_config, is_directed)?;
+        let mut prop = Self::new(node_property_config, edge_property_config, is_directed)?;
         prop.extend_node_property(node_property)?;
         prop.extend_edge_property(edge_property)?;
 
@@ -71,9 +94,15 @@ impl TikvProperty {
         &self,
         key: Vec<u8>,
         names: Vec<String>,
+        is_node_property: bool,
     ) -> Result<Option<JsonValue>, PropertyError> {
         futures::executor::block_on(async {
-            let connection = Client::connect(self.tikv_config.clone());
+            let conf = if is_node_property {
+                self.node_property_config.clone()
+            } else {
+                self.edge_property_config.clone()
+            };
+            let connection = Client::connect(conf);
             let client = connection.await?;
             let _value = client.get(key).await?;
             match _value {
@@ -92,9 +121,18 @@ impl TikvProperty {
         })
     }
 
-    fn get_property_all(&self, key: Vec<u8>) -> Result<Option<JsonValue>, PropertyError> {
+    fn get_property_all(
+        &self,
+        key: Vec<u8>,
+        is_node_property: bool,
+    ) -> Result<Option<JsonValue>, PropertyError> {
         futures::executor::block_on(async {
-            let connection = Client::connect(self.tikv_config.clone());
+            let conf = if is_node_property {
+                self.node_property_config.clone()
+            } else {
+                self.edge_property_config.clone()
+            };
+            let connection = Client::connect(conf);
             let client = connection.await?;
             let _value = client.get(key).await?;
             match _value {
@@ -116,7 +154,7 @@ impl<Id: IdType + Serialize + DeserializeOwned> PropertyGraph<Id> for TikvProper
         names: Vec<String>,
     ) -> Result<Option<JsonValue>, PropertyError> {
         let id_bytes = bincode::serialize(&id)?;
-        self.get_property(id_bytes, names)
+        self.get_property(id_bytes, names, true)
     }
 
     #[inline]
@@ -126,30 +164,27 @@ impl<Id: IdType + Serialize + DeserializeOwned> PropertyGraph<Id> for TikvProper
         mut dst: Id,
         names: Vec<String>,
     ) -> Result<Option<JsonValue>, PropertyError> {
-        if !self.is_directed {
-            self.swap_edge(&mut src, &mut dst);
-        }
+        self.swap_edge(&mut src, &mut dst);
 
         let id_bytes = bincode::serialize(&(src, dst))?;
-        self.get_property(id_bytes, names)
+        self.get_property(id_bytes, names, false)
     }
 
+    #[inline]
     fn get_node_property_all(&self, id: Id) -> Result<Option<JsonValue>, PropertyError> {
         let id_bytes = bincode::serialize(&id)?;
-        self.get_property_all(id_bytes)
+        self.get_property_all(id_bytes, true)
     }
 
+    #[inline]
     fn get_edge_property_all(
         &self,
         mut src: Id,
         mut dst: Id,
     ) -> Result<Option<JsonValue>, PropertyError> {
-        if !self.is_directed {
-            self.swap_edge(&mut src, &mut dst);
-        }
-
+        self.swap_edge(&mut src, &mut dst);
         let id_bytes = bincode::serialize(&(src, dst))?;
-        self.get_property_all(id_bytes)
+        self.get_property_all(id_bytes, false)
     }
 
     fn insert_node_property(
@@ -157,7 +192,8 @@ impl<Id: IdType + Serialize + DeserializeOwned> PropertyGraph<Id> for TikvProper
         id: Id,
         prop: JsonValue,
     ) -> Result<Option<JsonValue>, PropertyError> {
-        unimplemented!()
+        let names_bytes = to_vec(&prop)?;
+        self.insert_node_raw(id, names_bytes)
     }
 
     fn insert_edge_property(
@@ -166,21 +202,24 @@ impl<Id: IdType + Serialize + DeserializeOwned> PropertyGraph<Id> for TikvProper
         dst: Id,
         prop: JsonValue,
     ) -> Result<Option<JsonValue>, PropertyError> {
-        unimplemented!()
+        let names_bytes = to_vec(&prop)?;
+        self.insert_edge_raw(src, dst, names_bytes)
     }
 
     fn extend_node_property<I: IntoIterator<Item = (Id, JsonValue)>>(
         &mut self,
         props: I,
     ) -> Result<(), PropertyError> {
-        unimplemented!()
+        let props = props.into_iter().map(|x| (x.0, to_vec(&x.1).unwrap()));
+        self.extend_node_raw(props)
     }
 
     fn extend_edge_property<I: IntoIterator<Item = ((Id, Id), JsonValue)>>(
         &mut self,
         props: I,
     ) -> Result<(), PropertyError> {
-        unimplemented!()
+        let props = props.into_iter().map(|x| (x.0, to_vec(&x.1).unwrap()));
+        self.extend_edge_raw(props)
     }
 
     fn insert_node_raw(
@@ -188,38 +227,143 @@ impl<Id: IdType + Serialize + DeserializeOwned> PropertyGraph<Id> for TikvProper
         id: Id,
         prop: Vec<u8>,
     ) -> Result<Option<JsonValue>, PropertyError> {
-        unimplemented!()
+        if self.read_only {
+            return Err(PropertyError::ModifyReadOnlyError);
+        }
+
+        let id_bytes = bincode::serialize(&id)?;
+        let value = self.get_node_property_all(id)?;
+
+        futures::executor::block_on(async {
+            let connection = Client::connect(self.node_property_config.clone());
+            let client = connection.await.expect("Connect to pd-server failed!");
+            client
+                .put(id_bytes, prop)
+                .await
+                .expect("Insert node property failed!");
+        });
+
+        Ok(value)
     }
 
     fn insert_edge_raw(
         &mut self,
-        src: Id,
-        dst: Id,
+        mut src: Id,
+        mut dst: Id,
         prop: Vec<u8>,
     ) -> Result<Option<JsonValue>, PropertyError> {
-        unimplemented!()
+        if self.read_only {
+            return Err(PropertyError::ModifyReadOnlyError);
+        }
+
+        self.swap_edge(&mut src, &mut dst);
+
+        let id_bytes = bincode::serialize(&(src, dst))?;
+        let value = self.get_edge_property_all(src, dst)?;
+
+        futures::executor::block_on(async {
+            let connection = Client::connect(self.edge_property_config.clone());
+            let client = connection.await.expect("Connect to pd-server failed!");
+            client
+                .put(id_bytes, prop)
+                .await
+                .expect("Insert edge property failed!");
+        });
+
+        Ok(value)
     }
 
     fn extend_node_raw<I: IntoIterator<Item = (Id, Vec<u8>)>>(
         &mut self,
         props: I,
     ) -> Result<(), PropertyError> {
-        unimplemented!()
+        if self.read_only {
+            return Err(PropertyError::ModifyReadOnlyError);
+        }
+
+        futures::executor::block_on(async {
+            let connection = Client::connect(self.node_property_config.clone());
+            let client = connection.await.expect("Connect to pd-server failed!");
+            let properties = props
+                .into_iter()
+                .map(|x| (bincode::serialize(&(x.0)).unwrap(), x.1))
+                .collect_vec();
+
+            client
+                .batch_put(properties)
+                .await
+                .expect("Batch insert node property failed!");
+        });
+
+        Ok(())
     }
 
     fn extend_edge_raw<I: IntoIterator<Item = ((Id, Id), Vec<u8>)>>(
         &mut self,
         props: I,
     ) -> Result<(), PropertyError> {
-        unimplemented!()
+        if self.read_only {
+            return Err(PropertyError::ModifyReadOnlyError);
+        }
+
+        futures::executor::block_on(async {
+            let connection = Client::connect(self.edge_property_config.clone());
+            let client = connection.await.expect("Connect to pd-server failed!");
+
+            let properties = props
+                .into_iter()
+                .map(|x| {
+                    let (mut src, mut dst) = x.0;
+                    self.swap_edge(&mut src, &mut dst);
+                    (bincode::serialize(&(src, dst)).unwrap(), x.1)
+                })
+                .collect_vec();
+
+            client
+                .batch_put(properties)
+                .await
+                .expect("Batch insert node property failed!");
+        });
+
+        Ok(())
     }
 
     fn scan_node_property_all(&self) -> Iter<Result<(Id, JsonValue), PropertyError>> {
-        unimplemented!()
+        futures::executor::block_on(async {
+            let connection = Client::connect(self.node_property_config.clone());
+            let client = connection.await.expect("Connect to pd-server failed!");
+            let result: Vec<KvPair> = client
+                .scan("".to_owned().., 2)
+                .await
+                .expect("Scan node property error!");
+
+            Iter::new(Box::new(result.into_iter().map(|pair| {
+                let (id_bytes, value_bytes) = (pair.key(), pair.value());
+                let id: Id = bincode::deserialize(id_bytes.into())?;
+                let value_parsed: JsonValue = from_slice(value_bytes.into())?;
+
+                Ok((id, value_parsed))
+            })))
+        })
     }
 
     fn scan_edge_property_all(&self) -> Iter<Result<((Id, Id), JsonValue), PropertyError>> {
-        unimplemented!()
+        futures::executor::block_on(async {
+            let connection = Client::connect(self.edge_property_config.clone());
+            let client = connection.await.expect("Connect to pd-server failed!");
+            let result: Vec<KvPair> = client
+                .scan("".to_owned().., 2)
+                .await
+                .expect("Scan edge property error!");
+
+            Iter::new(Box::new(result.into_iter().map(|pair| {
+                let (id_bytes, value_bytes) = (pair.key(), pair.value());
+                let id: (Id, Id) = bincode::deserialize(id_bytes.into())?;
+                let value_parsed: JsonValue = from_slice(value_bytes.into())?;
+
+                Ok((id, value_parsed))
+            })))
+        })
     }
 }
 
@@ -227,25 +371,314 @@ impl<Id: IdType + Serialize + DeserializeOwned> PropertyGraph<Id> for TikvProper
 mod test {
     extern crate tikv_client;
 
-    use tikv_client::raw::Client;
+    use super::*;
+    use serde_json::json;
     use tikv_client::*;
 
+    const NODE_PD_SERVER_ADDR: &str = "192.168.2.2";
+    const EDGE_PD_SERVER_ADDR: &str = "192.168.2.3";
+
     #[test]
-    fn test_tikv_put_get() {
-        futures::executor::block_on(async {
-            let connect = Client::connect(Config::new(vec!["192.168.2.2"]));
-            let client = connect.await.expect("Connect to pd-server failed");
-            const KEY: &str = "Tikv";
-            const VALUE: &str = "Rust";
-            client
-                .put(KEY.to_owned(), VALUE.to_owned())
-                .await
-                .expect("Put kv-pair failed");
-            println!("Put key {:?}, value {:?}.", KEY, VALUE);
+    fn test_insert_raw_node() {
+        let mut graph = TikvProperty::new(
+            Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+            Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+            false,
+        )
+        .unwrap();
 
-            let value: Option<Value> = client.get(KEY.to_owned()).await.expect("get key failed");
-            assert_eq!(value, Some(Value::from(VALUE.to_owned())));
-            println!("Get key `{}` returned value {:?}.", KEY, value);
-        });
+        let new_prop = json!({"name":"jack"});
+        let raw_prop = to_vec(&new_prop).unwrap();
+
+        graph.insert_node_raw(0u32, raw_prop).unwrap();
+        let node_property = graph.get_node_property_all(0u32).unwrap();
+
+        assert_eq!(Some(json!({"name":"jack"})), node_property);
+    }
+
+    #[test]
+    fn test_insert_raw_edge() {
+        let mut graph = TikvProperty::new(
+            Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+            Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+            false,
+        )
+        .unwrap();
+
+        let new_prop = json!({"length":"15"});
+        let raw_prop = to_vec(&new_prop).unwrap();
+
+        graph.insert_edge_raw(0u32, 1u32, raw_prop).unwrap();
+        let node_property = graph.get_edge_property_all(0u32, 1u32).unwrap();
+
+        assert_eq!(Some(json!({"length":"15"})), node_property);
+    }
+
+    #[test]
+    fn test_insert_property_node() {
+        let mut graph = TikvProperty::new(
+            Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+            Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+            false,
+        )
+        .unwrap();
+
+        let new_prop = json!({"name":"jack"});
+
+        graph.insert_node_property(0u32, new_prop).unwrap();
+        let node_property = graph.get_node_property_all(0u32).unwrap();
+
+        assert_eq!(Some(json!({"name":"jack"})), node_property);
+    }
+
+    #[test]
+    fn test_insert_property_edge() {
+        let mut graph = TikvProperty::new(
+            Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+            Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+            false,
+        )
+        .unwrap();
+
+        let new_prop = json!({"length":"15"});
+
+        graph.insert_edge_property(0u32, 1u32, new_prop).unwrap();
+        let node_property = graph.get_edge_property_all(0u32, 1u32).unwrap();
+
+        assert_eq!(Some(json!({"length":"15"})), node_property);
+    }
+
+    #[test]
+    fn test_extend_raw_node() {
+        let mut graph = TikvProperty::new(
+            Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+            Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+            false,
+        )
+        .unwrap();
+
+        let new_prop = json!({"name":"jack"});
+        let raw_prop = to_vec(&new_prop).unwrap();
+        let raw_properties = vec![(0u32, raw_prop)].into_iter();
+        graph.extend_node_raw(raw_properties).unwrap();
+
+        let node_property = graph.get_node_property_all(0u32).unwrap();
+
+        assert_eq!(Some(json!({"name":"jack"})), node_property);
+    }
+
+    #[test]
+    fn test_extend_raw_edge() {
+        let mut graph = TikvProperty::new(
+            Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+            Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+            false,
+        )
+        .unwrap();
+
+        let new_prop = json!({"length":"15"});
+        let raw_prop = to_vec(&new_prop).unwrap();
+        let raw_properties = vec![((0u32, 1u32), raw_prop)].into_iter();
+        graph.extend_edge_raw(raw_properties).unwrap();
+        let edge_property = graph.get_edge_property_all(0u32, 1u32).unwrap();
+
+        assert_eq!(Some(json!({"length":"15"})), edge_property);
+    }
+
+    #[test]
+    fn test_extend_property_node() {
+        let mut graph = TikvProperty::new(
+            Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+            Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+            false,
+        )
+        .unwrap();
+
+        let new_prop = json!({"name":"jack"});
+
+        let properties = vec![(0u32, new_prop)].into_iter();
+        graph.extend_node_property(properties).unwrap();
+
+        let node_property = graph.get_node_property_all(0u32).unwrap();
+
+        assert_eq!(Some(json!({"name":"jack"})), node_property);
+    }
+
+    #[test]
+    fn test_extend_property_edge() {
+        let mut graph = TikvProperty::new(
+            Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+            Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+            false,
+        )
+        .unwrap();
+
+        let new_prop = json!({"length":"15"});
+
+        let properties = vec![((0u32, 1u32), new_prop)].into_iter();
+        graph.extend_edge_property(properties).unwrap();
+        let edge_property = graph.get_edge_property_all(0u32, 1u32).unwrap();
+
+        assert_eq!(Some(json!({"length":"15"})), edge_property);
+    }
+
+    #[test]
+    fn test_open_existing_db() {
+        {
+            let mut graph0 = TikvProperty::new(
+                Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+                Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+                false,
+            )
+            .unwrap();
+
+            graph0
+                .insert_node_property(0u32, json!({"name": "jack"}))
+                .unwrap();
+
+            assert_eq!(
+                graph0.get_node_property_all(0u32).unwrap(),
+                Some(json!({"name": "jack"}))
+            );
+        }
+
+        let graph1 = TikvProperty::new(
+            Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+            Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+            false,
+        )
+        .unwrap();
+
+        assert_eq!(
+            graph1.get_node_property_all(0u32).unwrap(),
+            Some(json!({"name": "jack"}))
+        );
+    }
+
+    #[test]
+    fn test_open_writable_db() {
+        {
+            let mut graph0 = TikvProperty::new(
+                Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+                Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+                false,
+            )
+            .unwrap();
+
+            graph0
+                .insert_node_property(0u32, json!({"name": "jack"}))
+                .unwrap();
+
+            assert_eq!(
+                graph0.get_node_property_all(0u32).unwrap(),
+                Some(json!({"name": "jack"}))
+            );
+        }
+        let mut graph1 = TikvProperty::new(
+            Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+            Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+            false,
+        )
+        .unwrap();
+        graph1
+            .insert_node_property(1u32, json!({"name": "tom"}))
+            .unwrap();
+        assert_eq!(
+            graph1.get_node_property_all(1u32).unwrap(),
+            Some(json!({"name": "tom"}))
+        );
+    }
+
+    #[test]
+    fn test_open_readonly_db() {
+        {
+            let mut graph0 = TikvProperty::new(
+                Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+                Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+                false,
+            )
+            .unwrap();
+
+            graph0
+                .insert_node_property(0u32, json!({"name": "jack"}))
+                .unwrap();
+
+            assert_eq!(
+                graph0.get_node_property_all(0u32).unwrap(),
+                Some(json!({"name": "jack"}))
+            );
+        }
+
+        let mut graph1 = TikvProperty::new(
+            Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+            Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+            false,
+        )
+        .unwrap();
+        assert_eq!(
+            graph1.get_node_property_all(0u32).unwrap(),
+            Some(json!({"name": "jack"}))
+        );
+
+        let err = graph1
+            .insert_node_property(1u32, json!({"name": "tom"}))
+            .is_err();
+        assert_eq!(err, true);
+    }
+
+    #[test]
+    fn test_scan_node_property() {
+        let mut graph = TikvProperty::new(
+            Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+            Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+            false,
+        )
+        .unwrap();
+
+        graph
+            .insert_node_property(0u32, json!({"name": "jack"}))
+            .unwrap();
+
+        graph
+            .insert_node_property(1u32, json!({"name": "tom"}))
+            .unwrap();
+
+        let mut iter = graph.scan_node_property_all();
+        assert_eq!(
+            (0u32, json!({"name": "jack"})),
+            iter.next().unwrap().unwrap()
+        );
+        assert_eq!(
+            (1u32, json!({"name": "tom"})),
+            iter.next().unwrap().unwrap()
+        );
+    }
+
+    #[test]
+    fn test_scan_edge_property() {
+        let mut graph = TikvProperty::new(
+            Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+            Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+            false,
+        )
+        .unwrap();
+
+        graph
+            .insert_edge_property(0u32, 1u32, json!({"length": "5"}))
+            .unwrap();
+
+        graph
+            .insert_edge_property(1u32, 2u32, json!({"length": "10"}))
+            .unwrap();
+
+        let mut iter = graph.scan_edge_property_all();
+        assert_eq!(
+            ((0u32, 1u32), json!({"length": "5"})),
+            iter.next().unwrap().unwrap()
+        );
+        assert_eq!(
+            ((1u32, 2u32), json!({"length": "10"})),
+            iter.next().unwrap().unwrap()
+        );
     }
 }

From 25fcf4cf99f51787ff33ca3a51dd78d6635ecde5 Mon Sep 17 00:00:00 2001
From: zhengmin <zhengmin.lai@gmail.com>
Date: Mon, 29 Jul 2019 16:58:51 +0800
Subject: [PATCH 321/391] with no rocksdb dependency version(for testing on
 ecnu cluster)

---
 Cargo.toml          |  2 +-
 src/lib.rs          |  2 +-
 src/property/mod.rs | 32 ++++++++++++++++----------------
 3 files changed, 18 insertions(+), 18 deletions(-)

diff --git a/Cargo.toml b/Cargo.toml
index a8dd3a99..b2f81734 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -27,7 +27,7 @@ hashbrown = {version = "0.2.0", features = ["serde"] }
 rayon = "1.0.3"
 serde_json = "1.0.39"
 fxhash = "0.2.1"
-rocksdb = "0.12.2"
+#rocksdb = "0.12.2"
 lru = "0.1.15"
 scoped_threadpool = "0.1.9"
 tikv-client = { git = "https://github.com/tikv/client-rust.git" }
diff --git a/src/lib.rs b/src/lib.rs
index 582483e1..201bbbbe 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -30,7 +30,7 @@ extern crate indexmap;
 extern crate itertools;
 extern crate rand;
 extern crate rayon;
-extern crate rocksdb;
+//extern crate rocksdb;
 extern crate serde;
 extern crate serde_cbor;
 extern crate serde_json;
diff --git a/src/property/mod.rs b/src/property/mod.rs
index ff521008..4b7b4bd9 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -20,21 +20,21 @@
  */
 pub mod cached_property;
 pub mod fake_property;
-pub mod filter;
-pub mod property_parser;
-pub mod result_parser;
-pub mod rocks_property;
+//pub mod filter;
+//pub mod property_parser;
+//pub mod result_parser;
+//pub mod rocks_property;
 pub mod tikv_property;
 //pub mod sled_property;
 
 pub use crate::property::cached_property::CachedProperty;
 pub use crate::property::fake_property::FakeProperty;
-pub use crate::property::filter::PropertyCache;
-pub use crate::property::property_parser::parse_property;
-pub use crate::property::property_parser::parse_property_tree;
-pub use crate::property::property_parser::ExpressionCache;
-pub use crate::property::result_parser::{parse_result_blueprint, NodeElement, ResultBlueprint};
-pub use crate::property::rocks_property::RocksProperty;
+//pub use crate::property::filter::PropertyCache;
+//pub use crate::property::property_parser::parse_property;
+//pub use crate::property::property_parser::parse_property_tree;
+//pub use crate::property::property_parser::ExpressionCache;
+//pub use crate::property::result_parser::{parse_result_blueprint, NodeElement, ResultBlueprint};
+//pub use crate::property::rocks_property::RocksProperty;
 //pub use property::sled_property::SledProperty;
 
 use crate::generic::IdType;
@@ -107,7 +107,7 @@ pub trait PropertyGraph<Id: IdType> {
 pub enum PropertyError {
     //SledError(sled::Error<()>),
     ModifyReadOnlyError,
-    RocksError(rocksdb::Error),
+    //RocksError(rocksdb::Error),
     TiKVError(tikv_client::Error),
     BincodeError(std::boxed::Box<bincode::ErrorKind>),
     JsonError(serde_json::Error),
@@ -131,11 +131,11 @@ pub enum PropertyError {
 //    }
 //}
 
-impl From<rocksdb::Error> for PropertyError {
-    fn from(error: rocksdb::Error) -> Self {
-        PropertyError::RocksError(error)
-    }
-}
+//impl From<rocksdb::Error> for PropertyError {
+//    fn from(error: rocksdb::Error) -> Self {
+//        PropertyError::RocksError(error)
+//    }
+//}
 
 impl From<std::boxed::Box<bincode::ErrorKind>> for PropertyError {
     fn from(error: std::boxed::Box<bincode::ErrorKind>) -> Self {

From 67fe3d1df5d0b8494e308907a10751b88e7393aa Mon Sep 17 00:00:00 2001
From: zhengmin <zhengmin.lai@gmail.com>
Date: Mon, 29 Jul 2019 18:51:47 +0800
Subject: [PATCH 322/391] put back rocksdb

---
 Cargo.toml          |  2 +-
 src/lib.rs          |  2 +-
 src/property/mod.rs | 32 ++++++++++++++++----------------
 3 files changed, 18 insertions(+), 18 deletions(-)

diff --git a/Cargo.toml b/Cargo.toml
index b2f81734..a8dd3a99 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -27,7 +27,7 @@ hashbrown = {version = "0.2.0", features = ["serde"] }
 rayon = "1.0.3"
 serde_json = "1.0.39"
 fxhash = "0.2.1"
-#rocksdb = "0.12.2"
+rocksdb = "0.12.2"
 lru = "0.1.15"
 scoped_threadpool = "0.1.9"
 tikv-client = { git = "https://github.com/tikv/client-rust.git" }
diff --git a/src/lib.rs b/src/lib.rs
index 201bbbbe..582483e1 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -30,7 +30,7 @@ extern crate indexmap;
 extern crate itertools;
 extern crate rand;
 extern crate rayon;
-//extern crate rocksdb;
+extern crate rocksdb;
 extern crate serde;
 extern crate serde_cbor;
 extern crate serde_json;
diff --git a/src/property/mod.rs b/src/property/mod.rs
index 4b7b4bd9..ff521008 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -20,21 +20,21 @@
  */
 pub mod cached_property;
 pub mod fake_property;
-//pub mod filter;
-//pub mod property_parser;
-//pub mod result_parser;
-//pub mod rocks_property;
+pub mod filter;
+pub mod property_parser;
+pub mod result_parser;
+pub mod rocks_property;
 pub mod tikv_property;
 //pub mod sled_property;
 
 pub use crate::property::cached_property::CachedProperty;
 pub use crate::property::fake_property::FakeProperty;
-//pub use crate::property::filter::PropertyCache;
-//pub use crate::property::property_parser::parse_property;
-//pub use crate::property::property_parser::parse_property_tree;
-//pub use crate::property::property_parser::ExpressionCache;
-//pub use crate::property::result_parser::{parse_result_blueprint, NodeElement, ResultBlueprint};
-//pub use crate::property::rocks_property::RocksProperty;
+pub use crate::property::filter::PropertyCache;
+pub use crate::property::property_parser::parse_property;
+pub use crate::property::property_parser::parse_property_tree;
+pub use crate::property::property_parser::ExpressionCache;
+pub use crate::property::result_parser::{parse_result_blueprint, NodeElement, ResultBlueprint};
+pub use crate::property::rocks_property::RocksProperty;
 //pub use property::sled_property::SledProperty;
 
 use crate::generic::IdType;
@@ -107,7 +107,7 @@ pub trait PropertyGraph<Id: IdType> {
 pub enum PropertyError {
     //SledError(sled::Error<()>),
     ModifyReadOnlyError,
-    //RocksError(rocksdb::Error),
+    RocksError(rocksdb::Error),
     TiKVError(tikv_client::Error),
     BincodeError(std::boxed::Box<bincode::ErrorKind>),
     JsonError(serde_json::Error),
@@ -131,11 +131,11 @@ pub enum PropertyError {
 //    }
 //}
 
-//impl From<rocksdb::Error> for PropertyError {
-//    fn from(error: rocksdb::Error) -> Self {
-//        PropertyError::RocksError(error)
-//    }
-//}
+impl From<rocksdb::Error> for PropertyError {
+    fn from(error: rocksdb::Error) -> Self {
+        PropertyError::RocksError(error)
+    }
+}
 
 impl From<std::boxed::Box<bincode::ErrorKind>> for PropertyError {
     fn from(error: std::boxed::Box<bincode::ErrorKind>) -> Self {

From 1740649b1d39edeb562a265e39b548f87f8213c8 Mon Sep 17 00:00:00 2001
From: zhengmin <zhengmin.lai@gmail.com>
Date: Mon, 29 Jul 2019 20:29:23 +0800
Subject: [PATCH 323/391] Finish tikv property

---
 examples/{raw.rs => tikv_raw.rs} |   0
 examples/tikv_test.rs            | 338 +++++++++++++++++++++++++++++++
 src/property/tikv_property.rs    |  51 ++---
 3 files changed, 365 insertions(+), 24 deletions(-)
 rename examples/{raw.rs => tikv_raw.rs} (100%)
 create mode 100644 examples/tikv_test.rs

diff --git a/examples/raw.rs b/examples/tikv_raw.rs
similarity index 100%
rename from examples/raw.rs
rename to examples/tikv_raw.rs
diff --git a/examples/tikv_test.rs b/examples/tikv_test.rs
new file mode 100644
index 00000000..9cb403ee
--- /dev/null
+++ b/examples/tikv_test.rs
@@ -0,0 +1,338 @@
+// Copyright 2018 TiKV Project Authors. Licensed under Apache-2.0.
+
+extern crate rust_graph;
+extern crate serde_json;
+extern crate tikv_client;
+
+use rust_graph::property::tikv_property::*;
+use rust_graph::property::PropertyGraph;
+use serde_json::{json, to_vec};
+use tikv_client::Config;
+
+const NODE_PD_SERVER_ADDR: &str = "192.168.2.2:2379";
+const EDGE_PD_SERVER_ADDR: &str = "192.168.2.3:2379";
+
+fn main() {
+    println!("Testing tikv...");
+    test_insert_raw_node();
+    println!("test_insert_raw_node success...");
+    test_insert_raw_edge();
+    println!("test_insert_raw_edge success...");
+    test_insert_property_node();
+    println!("test_insert_property_node success...");
+    test_insert_property_edge();
+    println!("test_insert_property_edge success...");
+    test_extend_raw_node();
+    println!("test_extend_raw_node success...");
+    test_extend_raw_edge();
+    println!("test_extend_raw_edge success...");
+    test_extend_property_node();
+    println!("test_extend_property_node success...");
+    test_extend_property_edge();
+    println!("test_extend_property_edge success...");
+    test_open_existing_db();
+    println!("test_open_existing_db success...");
+    test_open_readonly_db();
+    println!("test_open_readonly_db success...");
+    test_open_writable_db();
+    println!("test_open_writable_dbe success...");
+    test_scan_node_property();
+    println!("test_scan_node_property success...");
+    test_scan_edge_property();
+    println!("test_scan_edge_property success...");
+    println!("Finish all tests!");
+}
+
+fn test_insert_raw_node() {
+    let mut graph = TikvProperty::new(
+        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+        false,
+    )
+    .unwrap();
+
+    let new_prop = json!({"name":"jack"});
+    let raw_prop = to_vec(&new_prop).unwrap();
+
+    graph.insert_node_raw(0u32, raw_prop).unwrap();
+    let node_property = graph.get_node_property_all(0u32).unwrap();
+
+    assert_eq!(Some(json!({"name":"jack"})), node_property);
+}
+
+fn test_insert_raw_edge() {
+    let mut graph = TikvProperty::new(
+        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+        false,
+    )
+    .unwrap();
+
+    let new_prop = json!({"length":"15"});
+    let raw_prop = to_vec(&new_prop).unwrap();
+
+    graph.insert_edge_raw(0u32, 1u32, raw_prop).unwrap();
+    let node_property = graph.get_edge_property_all(0u32, 1u32).unwrap();
+
+    assert_eq!(Some(json!({"length":"15"})), node_property);
+}
+
+fn test_insert_property_node() {
+    let mut graph = TikvProperty::new(
+        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+        false,
+    )
+    .unwrap();
+
+    let new_prop = json!({"name":"jack"});
+
+    graph.insert_node_property(0u32, new_prop).unwrap();
+    let node_property = graph.get_node_property_all(0u32).unwrap();
+
+    assert_eq!(Some(json!({"name":"jack"})), node_property);
+}
+
+fn test_insert_property_edge() {
+    let mut graph = TikvProperty::new(
+        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+        false,
+    )
+    .unwrap();
+
+    let new_prop = json!({"length":"15"});
+
+    graph.insert_edge_property(0u32, 1u32, new_prop).unwrap();
+    let node_property = graph.get_edge_property_all(0u32, 1u32).unwrap();
+
+    assert_eq!(Some(json!({"length":"15"})), node_property);
+}
+
+fn test_extend_raw_node() {
+    let mut graph = TikvProperty::new(
+        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+        false,
+    )
+    .unwrap();
+
+    let new_prop = json!({"name":"jack"});
+    let raw_prop = to_vec(&new_prop).unwrap();
+    let raw_properties = vec![(0u32, raw_prop)].into_iter();
+    graph.extend_node_raw(raw_properties).unwrap();
+
+    let node_property = graph.get_node_property_all(0u32).unwrap();
+
+    assert_eq!(Some(json!({"name":"jack"})), node_property);
+}
+
+fn test_extend_raw_edge() {
+    let mut graph = TikvProperty::new(
+        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+        false,
+    )
+    .unwrap();
+
+    let new_prop = json!({"length":"15"});
+    let raw_prop = to_vec(&new_prop).unwrap();
+    let raw_properties = vec![((0u32, 1u32), raw_prop)].into_iter();
+    graph.extend_edge_raw(raw_properties).unwrap();
+    let edge_property = graph.get_edge_property_all(0u32, 1u32).unwrap();
+
+    assert_eq!(Some(json!({"length":"15"})), edge_property);
+}
+
+fn test_extend_property_node() {
+    let mut graph = TikvProperty::new(
+        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+        false,
+    )
+    .unwrap();
+
+    let new_prop = json!({"name":"jack"});
+
+    let properties = vec![(0u32, new_prop)].into_iter();
+    graph.extend_node_property(properties).unwrap();
+
+    let node_property = graph.get_node_property_all(0u32).unwrap();
+
+    assert_eq!(Some(json!({"name":"jack"})), node_property);
+}
+
+fn test_extend_property_edge() {
+    let mut graph = TikvProperty::new(
+        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+        false,
+    )
+    .unwrap();
+
+    let new_prop = json!({"length":"15"});
+
+    let properties = vec![((0u32, 1u32), new_prop)].into_iter();
+    graph.extend_edge_property(properties).unwrap();
+    let edge_property = graph.get_edge_property_all(0u32, 1u32).unwrap();
+
+    assert_eq!(Some(json!({"length":"15"})), edge_property);
+}
+
+fn test_open_existing_db() {
+    {
+        let mut graph0 = TikvProperty::new(
+            Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+            Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+            false,
+        )
+        .unwrap();
+
+        graph0
+            .insert_node_property(0u32, json!({"name": "jack"}))
+            .unwrap();
+
+        assert_eq!(
+            graph0.get_node_property_all(0u32).unwrap(),
+            Some(json!({"name": "jack"}))
+        );
+    }
+
+    let graph1 = TikvProperty::open(
+        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+        false,
+        true,
+    )
+    .unwrap();
+
+    assert_eq!(
+        graph1.get_node_property_all(0u32).unwrap(),
+        Some(json!({"name": "jack"}))
+    );
+}
+
+fn test_open_writable_db() {
+    {
+        let mut graph0 = TikvProperty::new(
+            Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+            Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+            false,
+        )
+        .unwrap();
+
+        graph0
+            .insert_node_property(0u32, json!({"name": "jack"}))
+            .unwrap();
+
+        assert_eq!(
+            graph0.get_node_property_all(0u32).unwrap(),
+            Some(json!({"name": "jack"}))
+        );
+    }
+    let mut graph1 = TikvProperty::open(
+        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+        false,
+        false,
+    )
+    .unwrap();
+    graph1
+        .insert_node_property(1u32, json!({"name": "tom"}))
+        .unwrap();
+    assert_eq!(
+        graph1.get_node_property_all(1u32).unwrap(),
+        Some(json!({"name": "tom"}))
+    );
+}
+
+fn test_open_readonly_db() {
+    {
+        let mut graph0 = TikvProperty::new(
+            Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+            Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+            false,
+        )
+        .unwrap();
+
+        graph0
+            .insert_node_property(0u32, json!({"name": "jack"}))
+            .unwrap();
+
+        assert_eq!(
+            graph0.get_node_property_all(0u32).unwrap(),
+            Some(json!({"name": "jack"}))
+        );
+    }
+
+    let mut graph1 = TikvProperty::open(
+        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+        false,
+        true,
+    )
+    .unwrap();
+    assert_eq!(
+        graph1.get_node_property_all(0u32).unwrap(),
+        Some(json!({"name": "jack"}))
+    );
+
+    let err = graph1
+        .insert_node_property(1u32, json!({"name": "tom"}))
+        .is_err();
+    assert_eq!(err, true);
+}
+
+fn test_scan_node_property() {
+    let mut graph = TikvProperty::new(
+        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+        false,
+    )
+    .unwrap();
+
+    graph
+        .insert_node_property(0u32, json!({"name": "jack"}))
+        .unwrap();
+
+    graph
+        .insert_node_property(1u32, json!({"name": "tom"}))
+        .unwrap();
+
+    let mut iter = graph.scan_node_property_all();
+    assert_eq!(
+        (0u32, json!({"name": "jack"})),
+        iter.next().unwrap().unwrap()
+    );
+    assert_eq!(
+        (1u32, json!({"name": "tom"})),
+        iter.next().unwrap().unwrap()
+    );
+}
+
+fn test_scan_edge_property() {
+    let mut graph = TikvProperty::new(
+        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+        false,
+    )
+    .unwrap();
+
+    graph
+        .insert_edge_property(0u32, 1u32, json!({"length": "5"}))
+        .unwrap();
+
+    graph
+        .insert_edge_property(1u32, 2u32, json!({"length": "10"}))
+        .unwrap();
+
+    let mut iter = graph.scan_edge_property_all();
+    assert_eq!(
+        ((0u32, 1u32), json!({"length": "5"})),
+        iter.next().unwrap().unwrap()
+    );
+    assert_eq!(
+        ((1u32, 2u32), json!({"length": "10"})),
+        iter.next().unwrap().unwrap()
+    );
+}
diff --git a/src/property/tikv_property.rs b/src/property/tikv_property.rs
index 9d209cb9..19a008b3 100644
--- a/src/property/tikv_property.rs
+++ b/src/property/tikv_property.rs
@@ -72,9 +72,9 @@ impl TikvProperty {
         edge_property: E,
         is_directed: bool,
     ) -> Result<Self, PropertyError>
-    where
-        N: Iterator<Item = (Id, JsonValue)>,
-        E: Iterator<Item = ((Id, Id), JsonValue)>,
+        where
+            N: Iterator<Item = (Id, JsonValue)>,
+            E: Iterator<Item = ((Id, Id), JsonValue)>,
     {
         let mut prop = Self::new(node_property_config, edge_property_config, is_directed)?;
         prop.extend_node_property(node_property)?;
@@ -375,8 +375,8 @@ mod test {
     use serde_json::json;
     use tikv_client::*;
 
-    const NODE_PD_SERVER_ADDR: &str = "192.168.2.2";
-    const EDGE_PD_SERVER_ADDR: &str = "192.168.2.3";
+    const NODE_PD_SERVER_ADDR: &str = "192.168.2.2:2379";
+    const EDGE_PD_SERVER_ADDR: &str = "192.168.2.3:2379";
 
     #[test]
     fn test_insert_raw_node() {
@@ -385,7 +385,7 @@ mod test {
             Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
             false,
         )
-        .unwrap();
+            .unwrap();
 
         let new_prop = json!({"name":"jack"});
         let raw_prop = to_vec(&new_prop).unwrap();
@@ -403,7 +403,7 @@ mod test {
             Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
             false,
         )
-        .unwrap();
+            .unwrap();
 
         let new_prop = json!({"length":"15"});
         let raw_prop = to_vec(&new_prop).unwrap();
@@ -421,7 +421,7 @@ mod test {
             Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
             false,
         )
-        .unwrap();
+            .unwrap();
 
         let new_prop = json!({"name":"jack"});
 
@@ -438,7 +438,7 @@ mod test {
             Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
             false,
         )
-        .unwrap();
+            .unwrap();
 
         let new_prop = json!({"length":"15"});
 
@@ -455,7 +455,7 @@ mod test {
             Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
             false,
         )
-        .unwrap();
+            .unwrap();
 
         let new_prop = json!({"name":"jack"});
         let raw_prop = to_vec(&new_prop).unwrap();
@@ -474,7 +474,7 @@ mod test {
             Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
             false,
         )
-        .unwrap();
+            .unwrap();
 
         let new_prop = json!({"length":"15"});
         let raw_prop = to_vec(&new_prop).unwrap();
@@ -492,7 +492,7 @@ mod test {
             Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
             false,
         )
-        .unwrap();
+            .unwrap();
 
         let new_prop = json!({"name":"jack"});
 
@@ -511,7 +511,7 @@ mod test {
             Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
             false,
         )
-        .unwrap();
+            .unwrap();
 
         let new_prop = json!({"length":"15"});
 
@@ -530,7 +530,7 @@ mod test {
                 Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
                 false,
             )
-            .unwrap();
+                .unwrap();
 
             graph0
                 .insert_node_property(0u32, json!({"name": "jack"}))
@@ -542,12 +542,13 @@ mod test {
             );
         }
 
-        let graph1 = TikvProperty::new(
+        let graph1 = TikvProperty::open(
             Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
             Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
             false,
+            true,
         )
-        .unwrap();
+            .unwrap();
 
         assert_eq!(
             graph1.get_node_property_all(0u32).unwrap(),
@@ -563,7 +564,7 @@ mod test {
                 Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
                 false,
             )
-            .unwrap();
+                .unwrap();
 
             graph0
                 .insert_node_property(0u32, json!({"name": "jack"}))
@@ -574,12 +575,13 @@ mod test {
                 Some(json!({"name": "jack"}))
             );
         }
-        let mut graph1 = TikvProperty::new(
+        let mut graph1 = TikvProperty::open(
             Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
             Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
             false,
+            false,
         )
-        .unwrap();
+            .unwrap();
         graph1
             .insert_node_property(1u32, json!({"name": "tom"}))
             .unwrap();
@@ -597,7 +599,7 @@ mod test {
                 Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
                 false,
             )
-            .unwrap();
+                .unwrap();
 
             graph0
                 .insert_node_property(0u32, json!({"name": "jack"}))
@@ -609,12 +611,13 @@ mod test {
             );
         }
 
-        let mut graph1 = TikvProperty::new(
+        let mut graph1 = TikvProperty::open(
             Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
             Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
             false,
+            true,
         )
-        .unwrap();
+            .unwrap();
         assert_eq!(
             graph1.get_node_property_all(0u32).unwrap(),
             Some(json!({"name": "jack"}))
@@ -633,7 +636,7 @@ mod test {
             Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
             false,
         )
-        .unwrap();
+            .unwrap();
 
         graph
             .insert_node_property(0u32, json!({"name": "jack"}))
@@ -661,7 +664,7 @@ mod test {
             Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
             false,
         )
-        .unwrap();
+            .unwrap();
 
         graph
             .insert_edge_property(0u32, 1u32, json!({"length": "5"}))

From ce10e381d32fefdcdf960524fa9863ea564ca9da Mon Sep 17 00:00:00 2001
From: zhengmin <zhengmin.lai@gmail.com>
Date: Mon, 29 Jul 2019 20:40:32 +0800
Subject: [PATCH 324/391] fix a bug

---
 examples/tikv_raw.rs | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/examples/tikv_raw.rs b/examples/tikv_raw.rs
index e2cd6bd9..aefae770 100644
--- a/examples/tikv_raw.rs
+++ b/examples/tikv_raw.rs
@@ -2,7 +2,6 @@
 
 #![feature(async_await, await_macro)]
 #![type_length_limit = "8165158"]
-extern crate tikv_client;
 
 mod common;
 
@@ -90,7 +89,7 @@ async fn main() -> Result<()> {
     let end = "k2";
     let pairs = client
         .with_key_only(true)
-        .scan((start..=end).to_owned(), 10)
+        .scan((start..=end).to_owned(), 2)
         .await
         .expect("Could not scan");
 

From 4f6c344545e73bff432c7c878875425344a8f90c Mon Sep 17 00:00:00 2001
From: zhengmin <zhengmin.lai@gmail.com>
Date: Mon, 29 Jul 2019 20:42:30 +0800
Subject: [PATCH 325/391] cargo fmt

---
 src/property/tikv_property.rs | 38 +++++++++++++++++------------------
 1 file changed, 19 insertions(+), 19 deletions(-)

diff --git a/src/property/tikv_property.rs b/src/property/tikv_property.rs
index 19a008b3..44289c15 100644
--- a/src/property/tikv_property.rs
+++ b/src/property/tikv_property.rs
@@ -72,9 +72,9 @@ impl TikvProperty {
         edge_property: E,
         is_directed: bool,
     ) -> Result<Self, PropertyError>
-        where
-            N: Iterator<Item = (Id, JsonValue)>,
-            E: Iterator<Item = ((Id, Id), JsonValue)>,
+    where
+        N: Iterator<Item = (Id, JsonValue)>,
+        E: Iterator<Item = ((Id, Id), JsonValue)>,
     {
         let mut prop = Self::new(node_property_config, edge_property_config, is_directed)?;
         prop.extend_node_property(node_property)?;
@@ -385,7 +385,7 @@ mod test {
             Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
             false,
         )
-            .unwrap();
+        .unwrap();
 
         let new_prop = json!({"name":"jack"});
         let raw_prop = to_vec(&new_prop).unwrap();
@@ -403,7 +403,7 @@ mod test {
             Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
             false,
         )
-            .unwrap();
+        .unwrap();
 
         let new_prop = json!({"length":"15"});
         let raw_prop = to_vec(&new_prop).unwrap();
@@ -421,7 +421,7 @@ mod test {
             Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
             false,
         )
-            .unwrap();
+        .unwrap();
 
         let new_prop = json!({"name":"jack"});
 
@@ -438,7 +438,7 @@ mod test {
             Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
             false,
         )
-            .unwrap();
+        .unwrap();
 
         let new_prop = json!({"length":"15"});
 
@@ -455,7 +455,7 @@ mod test {
             Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
             false,
         )
-            .unwrap();
+        .unwrap();
 
         let new_prop = json!({"name":"jack"});
         let raw_prop = to_vec(&new_prop).unwrap();
@@ -474,7 +474,7 @@ mod test {
             Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
             false,
         )
-            .unwrap();
+        .unwrap();
 
         let new_prop = json!({"length":"15"});
         let raw_prop = to_vec(&new_prop).unwrap();
@@ -492,7 +492,7 @@ mod test {
             Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
             false,
         )
-            .unwrap();
+        .unwrap();
 
         let new_prop = json!({"name":"jack"});
 
@@ -511,7 +511,7 @@ mod test {
             Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
             false,
         )
-            .unwrap();
+        .unwrap();
 
         let new_prop = json!({"length":"15"});
 
@@ -530,7 +530,7 @@ mod test {
                 Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
                 false,
             )
-                .unwrap();
+            .unwrap();
 
             graph0
                 .insert_node_property(0u32, json!({"name": "jack"}))
@@ -548,7 +548,7 @@ mod test {
             false,
             true,
         )
-            .unwrap();
+        .unwrap();
 
         assert_eq!(
             graph1.get_node_property_all(0u32).unwrap(),
@@ -564,7 +564,7 @@ mod test {
                 Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
                 false,
             )
-                .unwrap();
+            .unwrap();
 
             graph0
                 .insert_node_property(0u32, json!({"name": "jack"}))
@@ -581,7 +581,7 @@ mod test {
             false,
             false,
         )
-            .unwrap();
+        .unwrap();
         graph1
             .insert_node_property(1u32, json!({"name": "tom"}))
             .unwrap();
@@ -599,7 +599,7 @@ mod test {
                 Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
                 false,
             )
-                .unwrap();
+            .unwrap();
 
             graph0
                 .insert_node_property(0u32, json!({"name": "jack"}))
@@ -617,7 +617,7 @@ mod test {
             false,
             true,
         )
-            .unwrap();
+        .unwrap();
         assert_eq!(
             graph1.get_node_property_all(0u32).unwrap(),
             Some(json!({"name": "jack"}))
@@ -636,7 +636,7 @@ mod test {
             Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
             false,
         )
-            .unwrap();
+        .unwrap();
 
         graph
             .insert_node_property(0u32, json!({"name": "jack"}))
@@ -664,7 +664,7 @@ mod test {
             Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
             false,
         )
-            .unwrap();
+        .unwrap();
 
         graph
             .insert_edge_property(0u32, 1u32, json!({"length": "5"}))

From 7756bd7f3c2ec2956ea449f4860ef75d5a3d15b5 Mon Sep 17 00:00:00 2001
From: zhengmin <zhengmin.lai@gmail.com>
Date: Mon, 29 Jul 2019 20:57:39 +0800
Subject: [PATCH 326/391] add copyright

---
 examples/tikv_raw.rs          | 21 ++++++++++++++++++++-
 examples/tikv_test.rs         | 21 ++++++++++++++++++++-
 src/property/tikv_property.rs | 21 +++++++++++++++++++++
 3 files changed, 61 insertions(+), 2 deletions(-)

diff --git a/examples/tikv_raw.rs b/examples/tikv_raw.rs
index aefae770..aa1fa0f1 100644
--- a/examples/tikv_raw.rs
+++ b/examples/tikv_raw.rs
@@ -1,4 +1,23 @@
-// Copyright 2018 TiKV Project Authors. Licensed under Apache-2.0.
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
 
 #![feature(async_await, await_macro)]
 #![type_length_limit = "8165158"]
diff --git a/examples/tikv_test.rs b/examples/tikv_test.rs
index 9cb403ee..effdfac2 100644
--- a/examples/tikv_test.rs
+++ b/examples/tikv_test.rs
@@ -1,4 +1,23 @@
-// Copyright 2018 TiKV Project Authors. Licensed under Apache-2.0.
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
 
 extern crate rust_graph;
 extern crate serde_json;
diff --git a/src/property/tikv_property.rs b/src/property/tikv_property.rs
index 44289c15..947ae683 100644
--- a/src/property/tikv_property.rs
+++ b/src/property/tikv_property.rs
@@ -1,3 +1,24 @@
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
 use std::collections::BTreeMap;
 use std::mem::swap;
 

From 6d84fc6f72e857303cd5dc70a9e76993479d0d64 Mon Sep 17 00:00:00 2001
From: zhengmin <zhengmin@gmail.com>
Date: Tue, 30 Jul 2019 16:22:02 +0800
Subject: [PATCH 327/391] small fix and add readme about how to use tikv

---
 how-to-use-tikv.md            | 105 ++++++++++++++++++++++++++++++++++
 src/property/tikv_property.rs |   8 +--
 2 files changed, 109 insertions(+), 4 deletions(-)
 create mode 100644 how-to-use-tikv.md

diff --git a/how-to-use-tikv.md b/how-to-use-tikv.md
new file mode 100644
index 00000000..9d230f4e
--- /dev/null
+++ b/how-to-use-tikv.md
@@ -0,0 +1,105 @@
+## 1. Deploy TiKV
+You can refer to [deploy-tikv](https://github.com/tikv/tikv/blob/master/docs/how-to/deploy/using-binary.md) to easily deploy a TikV cluster on a single machine or on a cluster.
+
+## 2. Connect to TiKV Server
+You can add the official [tikv-client](https://github.com/tikv/client-rust) dependency to your `Cargo.toml` file and use it to interact with TiKV:
+```toml
+[dependencies]
+# ...Your other dependencies...
+tikv-client = { git = "https://github.com/tikv/client-rust.git" }
+```
+Note that since many interfaces in `tikv-client` are `async`, you have to use rust edition 2018 to use the keyword `async` and `await`. You should first use command `cargo fix --edition` then add `edition=2018` to your `Cargo.toml`:
+```toml
+[package]
+# ...Your package settings...
+edition="2018"
+```
+Then, you can connect to `TiKV` now. In fact, we connect to pd-server(s) not tikv-server(s), where pd-server is to manage the tikv-server(s) including the meta-data management and load balance, and tikv-server is the K-V storage engine.
+
+Here is an example to connect to `TiKV`:
+
+```rust
+use tikv_client::{raw::Client, Config, Key, KvPair, Result, Value};
+
+const KEY: &str = "TiKV";
+const VALUE: &str = "Rust";
+
+async fn main() -> Result<()> {
+    // Create a configuration to use for the example.
+    let config = Config::new(vec!["192.168.2.2:2379"]);
+
+    // When we first create a client we receive a `Connect` structure which must be resolved before
+    // the client is actually connected and usable.
+    let unconnnected_client = Client::connect(config);
+    let client = unconnnected_client.await?;
+
+    // Requests are created from the connected client. These calls return structures which
+    // implement `Future`. This means the `Future` must be resolved before the action ever takes
+    // place.
+    //
+    // Here we set the key `TiKV` to have the value `Rust` associated with it.
+    client.put(KEY.to_owned(), VALUE.to_owned()).await.unwrap(); // Returns a `tikv_client::Error` on failure.
+    println!("Put key {:?}, value {:?}.", KEY, VALUE);
+
+    // Unlike a standard Rust HashMap all calls take owned values. This is because under the hood
+    // protobufs must take ownership of the data. If we only took a borrow we'd need to internally
+    // clone it. This is against Rust API guidelines, so you must manage this yourself.
+    //
+    // Above, you saw we can use a `&'static str`, this is primarily for making examples short.
+    // This type is practical to use for real things, and usage forces an internal copy.
+    //
+    // It is best to pass a `Vec<u8>` in terms of explictness and speed. `String`s and a few other
+    // types are supported as well, but it all ends up as `Vec<u8>` in the end.
+    let value: Option<Value> = client.get(KEY.to_owned()).await?;
+    assert_eq!(value, Some(Value::from(VALUE.to_owned())));
+    println!("Get key `{}` returned value {:?}.", KEY, value);
+}
+```
+
+Here is another example using our `rust_graph_lib` to store property graph in `TikV`. The properties are in json format.
+```rust
+#![feature(async_await, await_macro)]
+extern crate rust_graph;
+extern crate serde_json;
+extern crate tikv_client;
+
+use rust_graph::property::tikv_property::*;
+use rust_graph::property::PropertyGraph;
+use serde_json::{json, to_vec};
+use tikv_client::Config;
+
+/// The pd-server that is responsible to store node properties in its managed tikv-servers
+const NODE_PD_SERVER_ADDR: &str = "192.168.2.2:2379";
+
+/// The pd-server that is responsible to store edge properties in its managed tikv-servers
+const EDGE_PD_SERVER_ADDR: &str = "192.168.2.3:2379";
+
+fn main() {
+ let mut graph = TikvProperty::new(
+        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+        false,
+    )
+    .unwrap();
+
+    let new_prop = json!({"name":"jack"});
+    let raw_prop = to_vec(&new_prop).unwrap();
+
+    graph.insert_node_raw(0u32, raw_prop).unwrap();
+    let node_property = graph.get_node_property_all(0u32).unwrap();
+
+    assert_eq!(Some(json!({"name":"jack"})), node_property);
+}
+```
+
+Note that you can config some security settings in `tikv_client::Config`. The `tikv_client::Config` structure is defined as:
+```rust
+pub struct Config {
+    pub(crate) pd_endpoints: Vec<String>,
+    pub(crate) ca_path: Option<PathBuf>,
+    pub(crate) cert_path: Option<PathBuf>,
+    pub(crate) key_path: Option<PathBuf>,
+    pub(crate) timeout: Duration,
+}
+```
+where `pd_endpoints` is a vector of pd-servers' addresses. By default, `tikv-client` will use an insecure connection over instead of one protected by Transport Layer Security (TLS). Your deployment may have chosen to rely on security measures such as a private network, or a VPN layer to provid secure transmission. To use a TLS secured connection, use the `with_security` method to set the required parameters. TiKV does not currently offer encrypted storage (or encryption-at-rest).
\ No newline at end of file
diff --git a/src/property/tikv_property.rs b/src/property/tikv_property.rs
index 947ae683..858954ee 100644
--- a/src/property/tikv_property.rs
+++ b/src/property/tikv_property.rs
@@ -352,11 +352,11 @@ impl<Id: IdType + Serialize + DeserializeOwned> PropertyGraph<Id> for TikvProper
     fn scan_node_property_all(&self) -> Iter<Result<(Id, JsonValue), PropertyError>> {
         futures::executor::block_on(async {
             let connection = Client::connect(self.node_property_config.clone());
-            let client = connection.await.expect("Connect to pd-server failed!");
+            let client = connection.await.unwrap();
             let result: Vec<KvPair> = client
                 .scan("".to_owned().., 2)
                 .await
-                .expect("Scan node property error!");
+                .unwrap();
 
             Iter::new(Box::new(result.into_iter().map(|pair| {
                 let (id_bytes, value_bytes) = (pair.key(), pair.value());
@@ -371,11 +371,11 @@ impl<Id: IdType + Serialize + DeserializeOwned> PropertyGraph<Id> for TikvProper
     fn scan_edge_property_all(&self) -> Iter<Result<((Id, Id), JsonValue), PropertyError>> {
         futures::executor::block_on(async {
             let connection = Client::connect(self.edge_property_config.clone());
-            let client = connection.await.expect("Connect to pd-server failed!");
+            let client = connection.await.unwrap();
             let result: Vec<KvPair> = client
                 .scan("".to_owned().., 2)
                 .await
-                .expect("Scan edge property error!");
+                .unwrap();
 
             Iter::new(Box::new(result.into_iter().map(|pair| {
                 let (id_bytes, value_bytes) = (pair.key(), pair.value());

From b21f6a07453caccf3d33cb61f12edec3404cee21 Mon Sep 17 00:00:00 2001
From: zhengmin <zhengmin@gmail.com>
Date: Tue, 30 Jul 2019 16:29:26 +0800
Subject: [PATCH 328/391] small fix

---
 examples/tikv_test.rs         |  4 ++--
 how-to-use-tikv.md            |  1 +
 src/property/tikv_property.rs | 10 ++--------
 3 files changed, 5 insertions(+), 10 deletions(-)

diff --git a/examples/tikv_test.rs b/examples/tikv_test.rs
index effdfac2..7fafc8fa 100644
--- a/examples/tikv_test.rs
+++ b/examples/tikv_test.rs
@@ -123,9 +123,9 @@ fn test_insert_property_edge() {
     let new_prop = json!({"length":"15"});
 
     graph.insert_edge_property(0u32, 1u32, new_prop).unwrap();
-    let node_property = graph.get_edge_property_all(0u32, 1u32).unwrap();
+    let edge_property = graph.get_edge_property_all(0u32, 1u32).unwrap();
 
-    assert_eq!(Some(json!({"length":"15"})), node_property);
+    assert_eq!(Some(json!({"length":"15"})), edge_property);
 }
 
 fn test_extend_raw_node() {
diff --git a/how-to-use-tikv.md b/how-to-use-tikv.md
index 9d230f4e..5bb325e4 100644
--- a/how-to-use-tikv.md
+++ b/how-to-use-tikv.md
@@ -19,6 +19,7 @@ Then, you can connect to `TiKV` now. In fact, we connect to pd-server(s) not tik
 Here is an example to connect to `TiKV`:
 
 ```rust
+#![feature(async_await, await_macro)]
 use tikv_client::{raw::Client, Config, Key, KvPair, Result, Value};
 
 const KEY: &str = "TiKV";
diff --git a/src/property/tikv_property.rs b/src/property/tikv_property.rs
index 858954ee..b3f38a6e 100644
--- a/src/property/tikv_property.rs
+++ b/src/property/tikv_property.rs
@@ -353,10 +353,7 @@ impl<Id: IdType + Serialize + DeserializeOwned> PropertyGraph<Id> for TikvProper
         futures::executor::block_on(async {
             let connection = Client::connect(self.node_property_config.clone());
             let client = connection.await.unwrap();
-            let result: Vec<KvPair> = client
-                .scan("".to_owned().., 2)
-                .await
-                .unwrap();
+            let result: Vec<KvPair> = client.scan("".to_owned().., 2).await.unwrap();
 
             Iter::new(Box::new(result.into_iter().map(|pair| {
                 let (id_bytes, value_bytes) = (pair.key(), pair.value());
@@ -372,10 +369,7 @@ impl<Id: IdType + Serialize + DeserializeOwned> PropertyGraph<Id> for TikvProper
         futures::executor::block_on(async {
             let connection = Client::connect(self.edge_property_config.clone());
             let client = connection.await.unwrap();
-            let result: Vec<KvPair> = client
-                .scan("".to_owned().., 2)
-                .await
-                .unwrap();
+            let result: Vec<KvPair> = client.scan("".to_owned().., 2).await.unwrap();
 
             Iter::new(Box::new(result.into_iter().map(|pair| {
                 let (id_bytes, value_bytes) = (pair.key(), pair.value());

From f5344786e09b2f8bdbc6bef12435b30f677b805f Mon Sep 17 00:00:00 2001
From: Michael Chen <920901835@qq.com>
Date: Tue, 30 Jul 2019 18:09:22 +0800
Subject: [PATCH 329/391] fix:extract iterators and implemented for csv+hdfs

---
 src/io/csv/reader.rs  |  17 +--
 src/io/hdfs/mod.rs    |   1 -
 src/io/hdfs/reader.rs | 242 +++++++++++++++++++++++++++++++++---------
 src/io/read_graph.rs  |   8 +-
 src/lib.rs            |   1 +
 tests/io.rs           |   1 -
 6 files changed, 205 insertions(+), 65 deletions(-)

diff --git a/src/io/csv/reader.rs b/src/io/csv/reader.rs
index a0da756b..f1791956 100644
--- a/src/io/csv/reader.rs
+++ b/src/io/csv/reader.rs
@@ -126,15 +126,8 @@ where
             g.add_edge(s, d, label);
         }
     }
-}
 
-impl<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a> CSVReader<'a, Id, NL, EL>
-where
-    for<'de> Id: Deserialize<'de>,
-    for<'de> NL: Deserialize<'de>,
-    for<'de> EL: Deserialize<'de>,
-{
-    pub fn node_iter(&self) -> Iter<'a, (Id, Option<NL>)> {
+    fn node_iter(&'a self) -> Iter<'a, (Id, Option<NL>)> {
         let vec = self.path_to_nodes.clone();
         let has_headers = self.has_headers;
         let is_flexible = self.is_flexible;
@@ -172,7 +165,7 @@ where
         Iter::new(Box::new(iter))
     }
 
-    pub fn edge_iter(&self) -> Iter<'a, (Id, Id, Option<EL>)> {
+    fn edge_iter(&'a self) -> Iter<'a, (Id, Id, Option<EL>)> {
         let vec = self.path_to_edges.clone();
         let has_headers = self.has_headers;
         let is_flexible = self.is_flexible;
@@ -212,7 +205,7 @@ where
         Iter::new(Box::new(iter))
     }
 
-    pub fn prop_node_iter(&self) -> Iter<'a, (Id, Option<NL>, JsonValue)> {
+    fn prop_node_iter(&'a self) -> Iter<'a, (Id, Option<NL>, JsonValue)> {
         assert!(self.has_headers);
 
         let vec = self.path_to_nodes.clone();
@@ -252,7 +245,7 @@ where
         Iter::new(Box::new(iter))
     }
 
-    pub fn prop_edge_iter(&self) -> Iter<'a, (Id, Id, Option<EL>, JsonValue)> {
+    fn prop_edge_iter(&'a self) -> Iter<'a, (Id, Id, Option<EL>, JsonValue)> {
         assert!(self.has_headers);
 
         let vec = self.path_to_edges.clone();
@@ -293,7 +286,7 @@ where
     }
 }
 
-fn parse_prop_map(props: &mut BTreeMap<String, JsonValue>) {
+pub fn parse_prop_map(props: &mut BTreeMap<String, JsonValue>) {
     for (_, json) in props.iter_mut() {
         if json.is_string() {
             let result = from_str::<JsonValue>(json.as_str().unwrap());
diff --git a/src/io/hdfs/mod.rs b/src/io/hdfs/mod.rs
index fbcd0e17..87319ce8 100644
--- a/src/io/hdfs/mod.rs
+++ b/src/io/hdfs/mod.rs
@@ -24,7 +24,6 @@ use std::hash::Hash;
 use std::path::Path;
 
 use serde::{Deserialize, Serialize};
-pub use serde_json::Value as JsonValue;
 
 use generic::{IdType, MutGraphTrait};
 use io::hdfs::reader::HDFSReader;
diff --git a/src/io/hdfs/reader.rs b/src/io/hdfs/reader.rs
index ec01c672..08101648 100644
--- a/src/io/hdfs/reader.rs
+++ b/src/io/hdfs/reader.rs
@@ -30,11 +30,15 @@ use std::marker::PhantomData;
 use std::path::{Path, PathBuf};
 
 use csv::ReaderBuilder;
-use generic::{IdType, MutGraphTrait};
+use generic::{IdType, Iter, MutGraphTrait};
+use hashbrown::HashMap;
 use hdfs::{HdfsFs, HdfsFsCache};
-use io::csv::record::{EdgeRecord, NodeRecord};
+use io::csv::reader::parse_prop_map;
+use io::csv::record::{EdgeRecord, NodeRecord, PropEdgeRecord, PropNodeRecord};
+use io::csv::JsonValue;
 use io::read_graph::ReadGraph;
 use serde::Deserialize;
+use serde_json::to_value;
 use std::cell::RefCell;
 use std::rc::Rc;
 
@@ -46,6 +50,7 @@ pub struct HDFSReader<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a = N
     has_headers: bool,
     // Whether the number of fields in records is allowed to change or not.
     is_flexible: bool,
+    map: HashMap<String, HdfsFs<'a>>,
     _ph: PhantomData<(&'a Id, &'a NL, &'a EL)>,
 }
 
@@ -57,6 +62,7 @@ impl<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a> Clone for HDFSReade
             separator: self.separator.clone(),
             has_headers: self.has_headers.clone(),
             is_flexible: self.is_flexible.clone(),
+            map: HashMap::new(),
             _ph: PhantomData,
         }
     }
@@ -64,7 +70,7 @@ impl<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a> Clone for HDFSReade
 
 impl<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a> HDFSReader<'a, Id, NL, EL> {
     pub fn new<P: AsRef<Path>>(path_to_nodes: Vec<P>, path_to_edges: Vec<P>) -> Self {
-        HDFSReader {
+        let mut reader = HDFSReader {
             path_to_nodes: path_to_nodes
                 .into_iter()
                 .map(|p| p.as_ref().to_path_buf())
@@ -76,8 +82,22 @@ impl<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a> HDFSReader<'a, Id,
             separator: b',',
             has_headers: true,
             is_flexible: false,
+            map: HashMap::new(),
             _ph: PhantomData,
+        };
+        //storing fs into map cache
+        let hdfs_cache = Rc::new(RefCell::new(HdfsFsCache::new()));
+        for path_to_node in reader.path_to_nodes.clone() {
+            let str_node_path = path_to_node.as_path().to_str().unwrap();
+            let fs: HdfsFs = hdfs_cache.borrow_mut().get(str_node_path).ok().unwrap();
+            reader.map.insert(String::from(str_node_path), fs);
+        }
+        for path_to_edge in reader.path_to_edges.clone() {
+            let str_edge_path = path_to_edge.as_path().to_str().unwrap();
+            let fs: HdfsFs = hdfs_cache.borrow_mut().get(str_edge_path).ok().unwrap();
+            reader.map.insert(String::from(str_edge_path), fs);
         }
+        reader
     }
 
     pub fn with_separator(mut self, separator: &str) -> Self {
@@ -119,55 +139,177 @@ where
 {
     /// **Note**: `path_to_nodes` or `path_to_edges` need to be formatted as `hdfs://localhost:9000/xx/xxx.csv`.
     fn read<G: MutGraphTrait<Id, NL, EL, L>, L: IdType>(&self, g: &mut G) {
-        let hdfs_cache = Rc::new(RefCell::new(HdfsFsCache::new()));
-        for path in self.path_to_nodes.clone() {
-            let str_node_path = path.as_path().to_str().unwrap();
-            info!("Adding nodes from {}", str_node_path);
-            let fs: HdfsFs = hdfs_cache.borrow_mut().get(str_node_path).ok().unwrap();
-            let hfile = fs.open(str_node_path).unwrap();
-            if !hfile.is_readable() {
-                warn!("{:?} are not avaliable!", str_node_path);
-            }
-            let rdr = ReaderBuilder::new()
-                .has_headers(self.has_headers)
-                .flexible(self.is_flexible)
-                .delimiter(self.separator)
-                .from_reader(hfile);
-
-            for (i, result) in rdr.into_deserialize().enumerate() {
-                match result {
-                    Ok(_result) => {
-                        let record: NodeRecord<Id, NL> = _result;
-                        record.add_to_graph(g);
-                    }
-                    Err(e) => warn!("Line {:?}: Error when reading csv: {:?}", i + 1, e),
-                }
-            }
+        for (n, label) in self.node_iter() {
+            g.add_node(n, label);
         }
 
-        for path in self.path_to_edges.clone() {
-            let str_edge_path = path.as_path().to_str().unwrap();
-            info!("Adding edges from {}", str_edge_path);
-            let fs: HdfsFs = hdfs_cache.borrow_mut().get(str_edge_path).ok().unwrap();
-            let hfile = fs.open(str_edge_path).unwrap();
-            if !hfile.is_readable() {
-                warn!("{:?} are not avaliable!", str_edge_path);
-            }
-            let rdr = ReaderBuilder::new()
-                .has_headers(self.has_headers)
-                .flexible(self.is_flexible)
-                .delimiter(self.separator)
-                .from_reader(hfile);
-
-            for (i, result) in rdr.into_deserialize().enumerate() {
-                match result {
-                    Ok(_result) => {
-                        let record: EdgeRecord<Id, EL> = _result;
-                        record.add_to_graph(g);
-                    }
-                    Err(e) => warn!("Line {:?}: Error when reading csv: {:?}", i + 1, e),
-                }
-            }
+        for (s, d, label) in self.edge_iter() {
+            g.add_edge(s, d, label);
         }
     }
+
+    fn node_iter(&'a self) -> Iter<'a, (Id, Option<NL>)> {
+        let vec = self.path_to_nodes.clone();
+        let has_headers = self.has_headers;
+        let is_flexible = self.is_flexible;
+        let separator = self.separator;
+
+        let iter = vec
+            .into_iter()
+            .map(move |path_to_nodes| {
+                let str_node_path = path_to_nodes.as_path().to_str().unwrap();
+                info!("Reading nodes from {}", str_node_path);
+                let fs = self.map.get(str_node_path).unwrap();
+                let node_file_reader = fs.open(str_node_path).unwrap();
+                if !node_file_reader.is_readable() {
+                    warn!("{:?} are not avaliable!", str_node_path);
+                }
+
+                ReaderBuilder::new()
+                    .has_headers(has_headers)
+                    .flexible(is_flexible)
+                    .delimiter(separator)
+                    .from_reader(node_file_reader)
+            })
+            .map(|rdr| {
+                rdr.into_deserialize()
+                    .enumerate()
+                    .filter_map(|(i, result)| match result {
+                        Ok(_result) => {
+                            let record: NodeRecord<Id, NL> = _result;
+                            Some((record.id, record.label))
+                        }
+                        Err(e) => {
+                            warn!("Line {:?}: Error when reading csv: {:?}", i + 1, e);
+                            None
+                        }
+                    })
+            })
+            .flat_map(|x| x);;
+        Iter::new(Box::new(iter))
+    }
+
+    fn edge_iter(&'a self) -> Iter<'a, (Id, Id, Option<EL>)> {
+        let vec = self.path_to_edges.clone();
+        let has_headers = self.has_headers;
+        let is_flexible = self.is_flexible;
+        let separator = self.separator;
+
+        let iter = vec
+            .into_iter()
+            .map(move |path_to_edges| {
+                let str_edge_path = path_to_edges.as_path().to_str().unwrap();
+                info!("Reading edges from {}", str_edge_path);
+                let fs = self.map.get(str_edge_path).unwrap();
+                let edge_file_reader = fs.open(str_edge_path).unwrap();
+                if !edge_file_reader.is_readable() {
+                    warn!("{:?} are not avaliable!", str_edge_path);
+                }
+
+                ReaderBuilder::new()
+                    .has_headers(has_headers)
+                    .flexible(is_flexible)
+                    .delimiter(separator)
+                    .from_reader(edge_file_reader)
+            })
+            .map(|rdr| {
+                rdr.into_deserialize()
+                    .enumerate()
+                    .filter_map(|(i, result)| match result {
+                        Ok(_result) => {
+                            let record: EdgeRecord<Id, EL> = _result;
+                            Some((record.src, record.dst, record.label))
+                        }
+                        Err(e) => {
+                            warn!("Line {:?}: Error when reading csv: {:?}", i + 1, e);
+                            None
+                        }
+                    })
+            })
+            .flat_map(|x| x);
+
+        Iter::new(Box::new(iter))
+    }
+
+    fn prop_node_iter(&'a self) -> Iter<'a, (Id, Option<NL>, JsonValue)> {
+        assert!(self.has_headers);
+
+        let vec = self.path_to_nodes.clone();
+        let has_headers = self.has_headers;
+        let is_flexible = self.is_flexible;
+        let separator = self.separator;
+
+        let iter = vec
+            .into_iter()
+            .map(move |path_to_nodes| {
+                let str_node_path = path_to_nodes.as_path().to_str().unwrap();
+                info!("Reading nodes from {}", str_node_path);
+                let fs = self.map.get(str_node_path).unwrap();
+                let node_file_reader = fs.open(str_node_path).unwrap();
+                if !node_file_reader.is_readable() {
+                    warn!("{:?} are not avaliable!", str_node_path);
+                }
+
+                ReaderBuilder::new()
+                    .has_headers(has_headers)
+                    .flexible(is_flexible)
+                    .delimiter(separator)
+                    .from_reader(node_file_reader)
+            })
+            .map(|rdr| {
+                rdr.into_deserialize().enumerate().map(|(i, result)| {
+                    let mut record: PropNodeRecord<Id, NL> =
+                        result.expect(&format!("Error when reading line {}", i + 1));
+
+                    parse_prop_map(&mut record.properties);
+                    let prop = to_value(record.properties)
+                        .expect(&format!("Error when parsing line {} to Json", i + 1));
+
+                    (record.id, record.label, prop)
+                })
+            })
+            .flat_map(|x| x);
+
+        Iter::new(Box::new(iter))
+    }
+
+    fn prop_edge_iter(&'a self) -> Iter<'a, (Id, Id, Option<EL>, JsonValue)> {
+        let vec = self.path_to_edges.clone();
+        let has_headers = self.has_headers;
+        let is_flexible = self.is_flexible;
+        let separator = self.separator;
+
+        let iter = vec
+            .into_iter()
+            .map(move |path_to_edges| {
+                let str_edge_path = path_to_edges.as_path().to_str().unwrap();
+                info!("Reading edges from {}", str_edge_path);
+                let fs = self.map.get(str_edge_path).unwrap();
+                let edge_file_reader = fs.open(str_edge_path).unwrap();
+                if !edge_file_reader.is_readable() {
+                    warn!("{:?} are not avaliable!", str_edge_path);
+                }
+
+                ReaderBuilder::new()
+                    .has_headers(has_headers)
+                    .flexible(is_flexible)
+                    .delimiter(separator)
+                    .from_reader(edge_file_reader)
+            })
+            .map(|rdr| {
+                rdr.into_deserialize().enumerate().map(|(i, result)| {
+                    let mut record: PropEdgeRecord<Id, EL> =
+                        result.expect(&format!("Error when reading line {}", i + 1));
+
+                    parse_prop_map(&mut record.properties);
+                    let prop = to_value(record.properties)
+                        .expect(&format!("Error when parsing line {} to Json", i + 1));
+
+                    (record.src, record.dst, record.label, prop)
+                })
+            })
+            .flat_map(|x| x);
+
+        Iter::new(Box::new(iter))
+    }
 }
diff --git a/src/io/read_graph.rs b/src/io/read_graph.rs
index f3219579..20edbb80 100644
--- a/src/io/read_graph.rs
+++ b/src/io/read_graph.rs
@@ -18,7 +18,8 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-use generic::{IdType, MutGraphTrait};
+use generic::{IdType, Iter, MutGraphTrait};
+use io::csv::JsonValue;
 use serde::Deserialize;
 use std::hash::Hash;
 
@@ -29,4 +30,9 @@ where
     for<'de> EL: Deserialize<'de>,
 {
     fn read<G: MutGraphTrait<Id, NL, EL, L>, L: IdType>(&self, g: &mut G);
+
+    fn node_iter(&'a self) -> Iter<'a, (Id, Option<NL>)>;
+    fn edge_iter(&'a self) -> Iter<'a, (Id, Id, Option<EL>)>;
+    fn prop_node_iter(&'a self) -> Iter<'a, (Id, Option<NL>, JsonValue)>;
+    fn prop_edge_iter(&'a self) -> Iter<'a, (Id, Id, Option<EL>, JsonValue)>;
 }
diff --git a/src/lib.rs b/src/lib.rs
index cd54560d..23a98a16 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -37,6 +37,7 @@ extern crate serde_json;
 extern crate log;
 #[macro_use]
 extern crate serde_derive;
+extern crate alloc;
 extern crate hdfs;
 
 pub mod algorithm;
diff --git a/tests/io.rs b/tests/io.rs
index 9050752d..781977e4 100644
--- a/tests/io.rs
+++ b/tests/io.rs
@@ -136,5 +136,4 @@ fn test_csv_hdfs_read() {
         true,
         false,
     );
-    println!("{:?}", g_);
 }

From 407867be8380ee4705d31b7164e7c62168c4cc77 Mon Sep 17 00:00:00 2001
From: zhengmin <zhengmin.lai@gmail.com>
Date: Wed, 31 Jul 2019 16:22:45 +0800
Subject: [PATCH 330/391] add bench tikv

---
 benches/property.rs           | 126 ++++++++++++++++++++
 how-to-use-tikv.md            | 210 +++++++++++++++++-----------------
 src/property/tikv_property.rs |   1 -
 3 files changed, 231 insertions(+), 106 deletions(-)

diff --git a/benches/property.rs b/benches/property.rs
index d3f5a12f..26314006 100644
--- a/benches/property.rs
+++ b/benches/property.rs
@@ -1 +1,127 @@
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+#![feature(test)]
+extern crate rust_graph;
+extern crate serde_json;
+extern crate test;
+extern crate tikv_client;
 
+use test::Bencher;
+
+use rust_graph::property::tikv_property::*;
+use rust_graph::property::PropertyGraph;
+use serde_json::{json, to_vec};
+
+use tikv_client::Config;
+
+const NODE_PD_SERVER_ADDR: &str = "192.168.2.2:2379";
+const EDGE_PD_SERVER_ADDR: &str = "192.168.2.3:2379";
+
+#[bench]
+fn bench_tikv_insert_raw_node(b: &mut Bencher) {
+    let mut graph = TikvProperty::new(
+        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+        false,
+    )
+    .unwrap();
+
+    let new_prop = json!({"name":"jack"});
+    let raw_prop = to_vec(&new_prop).unwrap();
+
+    b.iter(|| graph.insert_node_raw(0u32, raw_prop.clone()));
+}
+
+#[bench]
+fn bench_tikv_insert_raw_edge(b: &mut Bencher) {
+    let mut graph = TikvProperty::new(
+        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+        false,
+    )
+    .unwrap();
+
+    let new_prop = json!({"length":"15"});
+    let raw_prop = to_vec(&new_prop).unwrap();
+
+    b.iter(|| graph.insert_edge_raw(0u32, 1u32, raw_prop.clone()));
+}
+
+#[bench]
+fn bench_tikv_extend_raw_node(b: &mut Bencher) {
+    let mut graph = TikvProperty::new(
+        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+        false,
+    )
+    .unwrap();
+
+    let new_prop = json!({"name":"jack"});
+    let raw_prop = to_vec(&new_prop).unwrap();
+    let raw_properties = vec![(0u32, raw_prop)].into_iter();
+    b.iter(|| graph.extend_node_raw(raw_properties.clone()).unwrap());
+}
+
+#[bench]
+fn bench_tikv_extend_raw_edge(b: &mut Bencher) {
+    let mut graph = TikvProperty::new(
+        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+        false,
+    )
+    .unwrap();
+
+    let new_prop = json!({"length":"15"});
+    let raw_prop = to_vec(&new_prop).unwrap();
+    let raw_properties = vec![((0u32, 1u32), raw_prop)].into_iter();
+    b.iter(|| graph.extend_edge_raw(raw_properties.clone()).unwrap());
+}
+
+#[bench]
+fn bench_tikv_get_node_property_all(b: &mut Bencher) {
+    {
+        let mut graph0 = TikvProperty::new(
+            Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+            Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+            false,
+        )
+        .unwrap();
+
+        graph0
+            .insert_node_property(0u32, json!({"name": "jack"}))
+            .unwrap();
+
+        assert_eq!(
+            graph0.get_node_property_all(0u32).unwrap(),
+            Some(json!({"name": "jack"}))
+        );
+    }
+
+    let graph1 = TikvProperty::open(
+        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+        false,
+        true,
+    )
+    .unwrap();
+
+    b.iter(|| graph1.get_node_property_all(0u32).unwrap());
+}
\ No newline at end of file
diff --git a/how-to-use-tikv.md b/how-to-use-tikv.md
index 5bb325e4..7a7c241d 100644
--- a/how-to-use-tikv.md
+++ b/how-to-use-tikv.md
@@ -1,106 +1,106 @@
-## 1. Deploy TiKV
-You can refer to [deploy-tikv](https://github.com/tikv/tikv/blob/master/docs/how-to/deploy/using-binary.md) to easily deploy a TikV cluster on a single machine or on a cluster.
-
-## 2. Connect to TiKV Server
-You can add the official [tikv-client](https://github.com/tikv/client-rust) dependency to your `Cargo.toml` file and use it to interact with TiKV:
-```toml
-[dependencies]
-# ...Your other dependencies...
-tikv-client = { git = "https://github.com/tikv/client-rust.git" }
-```
-Note that since many interfaces in `tikv-client` are `async`, you have to use rust edition 2018 to use the keyword `async` and `await`. You should first use command `cargo fix --edition` then add `edition=2018` to your `Cargo.toml`:
-```toml
-[package]
-# ...Your package settings...
-edition="2018"
-```
-Then, you can connect to `TiKV` now. In fact, we connect to pd-server(s) not tikv-server(s), where pd-server is to manage the tikv-server(s) including the meta-data management and load balance, and tikv-server is the K-V storage engine.
-
-Here is an example to connect to `TiKV`:
-
-```rust
-#![feature(async_await, await_macro)]
-use tikv_client::{raw::Client, Config, Key, KvPair, Result, Value};
-
-const KEY: &str = "TiKV";
-const VALUE: &str = "Rust";
-
-async fn main() -> Result<()> {
-    // Create a configuration to use for the example.
-    let config = Config::new(vec!["192.168.2.2:2379"]);
-
-    // When we first create a client we receive a `Connect` structure which must be resolved before
-    // the client is actually connected and usable.
-    let unconnnected_client = Client::connect(config);
-    let client = unconnnected_client.await?;
-
-    // Requests are created from the connected client. These calls return structures which
-    // implement `Future`. This means the `Future` must be resolved before the action ever takes
-    // place.
-    //
-    // Here we set the key `TiKV` to have the value `Rust` associated with it.
-    client.put(KEY.to_owned(), VALUE.to_owned()).await.unwrap(); // Returns a `tikv_client::Error` on failure.
-    println!("Put key {:?}, value {:?}.", KEY, VALUE);
-
-    // Unlike a standard Rust HashMap all calls take owned values. This is because under the hood
-    // protobufs must take ownership of the data. If we only took a borrow we'd need to internally
-    // clone it. This is against Rust API guidelines, so you must manage this yourself.
-    //
-    // Above, you saw we can use a `&'static str`, this is primarily for making examples short.
-    // This type is practical to use for real things, and usage forces an internal copy.
-    //
-    // It is best to pass a `Vec<u8>` in terms of explictness and speed. `String`s and a few other
-    // types are supported as well, but it all ends up as `Vec<u8>` in the end.
-    let value: Option<Value> = client.get(KEY.to_owned()).await?;
-    assert_eq!(value, Some(Value::from(VALUE.to_owned())));
-    println!("Get key `{}` returned value {:?}.", KEY, value);
-}
-```
-
-Here is another example using our `rust_graph_lib` to store property graph in `TikV`. The properties are in json format.
-```rust
-#![feature(async_await, await_macro)]
-extern crate rust_graph;
-extern crate serde_json;
-extern crate tikv_client;
-
-use rust_graph::property::tikv_property::*;
-use rust_graph::property::PropertyGraph;
-use serde_json::{json, to_vec};
-use tikv_client::Config;
-
-/// The pd-server that is responsible to store node properties in its managed tikv-servers
-const NODE_PD_SERVER_ADDR: &str = "192.168.2.2:2379";
-
-/// The pd-server that is responsible to store edge properties in its managed tikv-servers
-const EDGE_PD_SERVER_ADDR: &str = "192.168.2.3:2379";
-
-fn main() {
- let mut graph = TikvProperty::new(
-        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
-        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
-        false,
-    )
-    .unwrap();
-
-    let new_prop = json!({"name":"jack"});
-    let raw_prop = to_vec(&new_prop).unwrap();
-
-    graph.insert_node_raw(0u32, raw_prop).unwrap();
-    let node_property = graph.get_node_property_all(0u32).unwrap();
-
-    assert_eq!(Some(json!({"name":"jack"})), node_property);
-}
-```
-
-Note that you can config some security settings in `tikv_client::Config`. The `tikv_client::Config` structure is defined as:
-```rust
-pub struct Config {
-    pub(crate) pd_endpoints: Vec<String>,
-    pub(crate) ca_path: Option<PathBuf>,
-    pub(crate) cert_path: Option<PathBuf>,
-    pub(crate) key_path: Option<PathBuf>,
-    pub(crate) timeout: Duration,
-}
-```
+## 1. Deploy TiKV
+You can refer to [deploy-tikv](https://github.com/tikv/tikv/blob/master/docs/how-to/deploy/using-binary.md) to easily deploy a TikV cluster on a single machine or on a cluster.
+
+## 2. Connect to TiKV Server
+You can add the official [tikv-client](https://github.com/tikv/client-rust) dependency to your `Cargo.toml` file and use it to interact with TiKV:
+```toml
+[dependencies]
+# ...Your other dependencies...
+tikv-client = { git = "https://github.com/tikv/client-rust.git" }
+```
+Note that since many interfaces in `tikv-client` are `async`, you have to use rust edition 2018 to use the keyword `async` and `await`. You should first use command `cargo fix --edition` then add `edition=2018` to your `Cargo.toml`:
+```toml
+[package]
+# ...Your package settings...
+edition="2018"
+```
+Then, you can connect to `TiKV` now. In fact, we connect to pd-server(s) not tikv-server(s), where pd-server is to manage the tikv-server(s) including the meta-data management and load balance, and tikv-server is the K-V storage engine.
+
+Here is an example to connect to `TiKV`:
+
+```rust
+#![feature(async_await, await_macro)]
+use tikv_client::{raw::Client, Config, Key, KvPair, Result, Value};
+
+const KEY: &str = "TiKV";
+const VALUE: &str = "Rust";
+
+async fn main() -> Result<()> {
+    // Create a configuration to use for the example.
+    let config = Config::new(vec!["192.168.2.2:2379"]);
+
+    // When we first create a client we receive a `Connect` structure which must be resolved before
+    // the client is actually connected and usable.
+    let unconnnected_client = Client::connect(config);
+    let client = unconnnected_client.await?;
+
+    // Requests are created from the connected client. These calls return structures which
+    // implement `Future`. This means the `Future` must be resolved before the action ever takes
+    // place.
+    //
+    // Here we set the key `TiKV` to have the value `Rust` associated with it.
+    client.put(KEY.to_owned(), VALUE.to_owned()).await.unwrap(); // Returns a `tikv_client::Error` on failure.
+    println!("Put key {:?}, value {:?}.", KEY, VALUE);
+
+    // Unlike a standard Rust HashMap all calls take owned values. This is because under the hood
+    // protobufs must take ownership of the data. If we only took a borrow we'd need to internally
+    // clone it. This is against Rust API guidelines, so you must manage this yourself.
+    //
+    // Above, you saw we can use a `&'static str`, this is primarily for making examples short.
+    // This type is practical to use for real things, and usage forces an internal copy.
+    //
+    // It is best to pass a `Vec<u8>` in terms of explictness and speed. `String`s and a few other
+    // types are supported as well, but it all ends up as `Vec<u8>` in the end.
+    let value: Option<Value> = client.get(KEY.to_owned()).await?;
+    assert_eq!(value, Some(Value::from(VALUE.to_owned())));
+    println!("Get key `{}` returned value {:?}.", KEY, value);
+}
+```
+
+Here is another example using our `rust_graph_lib` to store property graph in `TikV`. The properties are in json format.
+```rust
+#![feature(async_await, await_macro)]
+extern crate rust_graph;
+extern crate serde_json;
+extern crate tikv_client;
+
+use rust_graph::property::tikv_property::*;
+use rust_graph::property::PropertyGraph;
+use serde_json::{json, to_vec};
+use tikv_client::Config;
+
+/// The pd-server that is responsible to store node properties in its managed tikv-servers
+const NODE_PD_SERVER_ADDR: &str = "192.168.2.2:2379";
+
+/// The pd-server that is responsible to store edge properties in its managed tikv-servers
+const EDGE_PD_SERVER_ADDR: &str = "192.168.2.3:2379";
+
+fn main() {
+ let mut graph = TikvProperty::new(
+        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+        false,
+    )
+    .unwrap();
+
+    let new_prop = json!({"name":"jack"});
+    let raw_prop = to_vec(&new_prop).unwrap();
+
+    graph.insert_node_raw(0u32, raw_prop).unwrap();
+    let node_property = graph.get_node_property_all(0u32).unwrap();
+
+    assert_eq!(Some(json!({"name":"jack"})), node_property);
+}
+```
+
+Note that you can config some security settings in `tikv_client::Config`. The `tikv_client::Config` structure is defined as:
+```rust
+pub struct Config {
+    pub(crate) pd_endpoints: Vec<String>,
+    pub(crate) ca_path: Option<PathBuf>,
+    pub(crate) cert_path: Option<PathBuf>,
+    pub(crate) key_path: Option<PathBuf>,
+    pub(crate) timeout: Duration,
+}
+```
 where `pd_endpoints` is a vector of pd-servers' addresses. By default, `tikv-client` will use an insecure connection over instead of one protected by Transport Layer Security (TLS). Your deployment may have chosen to rely on security measures such as a private network, or a VPN layer to provid secure transmission. To use a TLS secured connection, use the `with_security` method to set the required parameters. TiKV does not currently offer encrypted storage (or encryption-at-rest).
\ No newline at end of file
diff --git a/src/property/tikv_property.rs b/src/property/tikv_property.rs
index b3f38a6e..f1b1773e 100644
--- a/src/property/tikv_property.rs
+++ b/src/property/tikv_property.rs
@@ -388,7 +388,6 @@ mod test {
 
     use super::*;
     use serde_json::json;
-    use tikv_client::*;
 
     const NODE_PD_SERVER_ADDR: &str = "192.168.2.2:2379";
     const EDGE_PD_SERVER_ADDR: &str = "192.168.2.3:2379";

From d6b4823ae83d8c02f77fdc71f8f266ff59310e13 Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Thu, 1 Aug 2019 14:48:14 +1000
Subject: [PATCH 331/391] format code

---
 src/io/csv/reader.rs  | 12 +-----------
 src/io/hdfs/reader.rs | 14 ++------------
 src/io/mod.rs         |  1 +
 src/io/read_graph.rs  | 10 +++++++++-
 src/lib.rs            |  2 --
 5 files changed, 13 insertions(+), 26 deletions(-)

diff --git a/src/io/csv/reader.rs b/src/io/csv/reader.rs
index f1791956..05ba1d3f 100644
--- a/src/io/csv/reader.rs
+++ b/src/io/csv/reader.rs
@@ -31,7 +31,7 @@ use std::marker::PhantomData;
 use std::path::{Path, PathBuf};
 
 use csv::ReaderBuilder;
-use generic::{IdType, Iter, MutGraphTrait};
+use generic::{IdType, Iter};
 use io::csv::record::{EdgeRecord, NodeRecord, PropEdgeRecord, PropNodeRecord};
 use io::csv::JsonValue;
 use io::read_graph::ReadGraph;
@@ -117,16 +117,6 @@ where
     for<'de> NL: Deserialize<'de>,
     for<'de> EL: Deserialize<'de>,
 {
-    fn read<G: MutGraphTrait<Id, NL, EL, L>, L: IdType>(&self, g: &mut G) {
-        for (n, label) in self.node_iter() {
-            g.add_node(n, label);
-        }
-
-        for (s, d, label) in self.edge_iter() {
-            g.add_edge(s, d, label);
-        }
-    }
-
     fn node_iter(&'a self) -> Iter<'a, (Id, Option<NL>)> {
         let vec = self.path_to_nodes.clone();
         let has_headers = self.has_headers;
diff --git a/src/io/hdfs/reader.rs b/src/io/hdfs/reader.rs
index 08101648..6983ff6b 100644
--- a/src/io/hdfs/reader.rs
+++ b/src/io/hdfs/reader.rs
@@ -30,7 +30,7 @@ use std::marker::PhantomData;
 use std::path::{Path, PathBuf};
 
 use csv::ReaderBuilder;
-use generic::{IdType, Iter, MutGraphTrait};
+use generic::{IdType, Iter};
 use hashbrown::HashMap;
 use hdfs::{HdfsFs, HdfsFsCache};
 use io::csv::reader::parse_prop_map;
@@ -69,6 +69,7 @@ impl<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a> Clone for HDFSReade
 }
 
 impl<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a> HDFSReader<'a, Id, NL, EL> {
+    /// **Note**: `path_to_nodes` or `path_to_edges` need to be formatted as `hdfs://localhost:9000/xx/xxx.csv`.
     pub fn new<P: AsRef<Path>>(path_to_nodes: Vec<P>, path_to_edges: Vec<P>) -> Self {
         let mut reader = HDFSReader {
             path_to_nodes: path_to_nodes
@@ -137,17 +138,6 @@ where
     for<'de> NL: Deserialize<'de>,
     for<'de> EL: Deserialize<'de>,
 {
-    /// **Note**: `path_to_nodes` or `path_to_edges` need to be formatted as `hdfs://localhost:9000/xx/xxx.csv`.
-    fn read<G: MutGraphTrait<Id, NL, EL, L>, L: IdType>(&self, g: &mut G) {
-        for (n, label) in self.node_iter() {
-            g.add_node(n, label);
-        }
-
-        for (s, d, label) in self.edge_iter() {
-            g.add_edge(s, d, label);
-        }
-    }
-
     fn node_iter(&'a self) -> Iter<'a, (Id, Option<NL>)> {
         let vec = self.path_to_nodes.clone();
         let has_headers = self.has_headers;
diff --git a/src/io/mod.rs b/src/io/mod.rs
index e2401737..c60139d4 100644
--- a/src/io/mod.rs
+++ b/src/io/mod.rs
@@ -25,4 +25,5 @@ pub mod read_graph;
 pub mod serde;
 
 pub use io::csv::{read_from_csv, write_to_csv};
+pub use io::hdfs::read_from_hdfs;
 pub use io::serde::{Deserialize, Deserializer, Serialize, Serializer};
diff --git a/src/io/read_graph.rs b/src/io/read_graph.rs
index 20edbb80..433f9e7d 100644
--- a/src/io/read_graph.rs
+++ b/src/io/read_graph.rs
@@ -29,7 +29,15 @@ where
     for<'de> NL: Deserialize<'de>,
     for<'de> EL: Deserialize<'de>,
 {
-    fn read<G: MutGraphTrait<Id, NL, EL, L>, L: IdType>(&self, g: &mut G);
+    fn read<G: MutGraphTrait<Id, NL, EL, L>, L: IdType>(&'a self, g: &mut G) {
+        for (n, label) in self.node_iter() {
+            g.add_node(n, label);
+        }
+
+        for (s, d, label) in self.edge_iter() {
+            g.add_edge(s, d, label);
+        }
+    }
 
     fn node_iter(&'a self) -> Iter<'a, (Id, Option<NL>)>;
     fn edge_iter(&'a self) -> Iter<'a, (Id, Id, Option<EL>)>;
diff --git a/src/lib.rs b/src/lib.rs
index 23a98a16..fa20b6cc 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -32,12 +32,10 @@ extern crate rocksdb;
 extern crate serde;
 extern crate serde_cbor;
 extern crate serde_json;
-//extern crate sled;
 #[macro_use]
 extern crate log;
 #[macro_use]
 extern crate serde_derive;
-extern crate alloc;
 extern crate hdfs;
 
 pub mod algorithm;

From 4d6eeb95d573ad7c9e60e975d9f056352ee1d58c Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Thu, 1 Aug 2019 15:09:10 +1000
Subject: [PATCH 332/391] set hdfs as a feature

---
 Cargo.toml    | 2 ++
 src/io/mod.rs | 7 +++++--
 src/lib.rs    | 2 ++
 3 files changed, 9 insertions(+), 2 deletions(-)

diff --git a/Cargo.toml b/Cargo.toml
index bc7633d3..828609e4 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -31,6 +31,8 @@ scoped_threadpool = "0.1.9"
 
 [dependencies.hdfs]
 git="https://github.com/UNSW-database/hdfs-rs.git"
+default-features = false
+optional = true
 
 [dev-dependencies]
 tempfile = "3.0.4"
diff --git a/src/io/mod.rs b/src/io/mod.rs
index c60139d4..fb247176 100644
--- a/src/io/mod.rs
+++ b/src/io/mod.rs
@@ -19,11 +19,14 @@
  * under the License.
  */
 pub mod csv;
-pub mod hdfs;
 pub mod mmap;
 pub mod read_graph;
 pub mod serde;
 
 pub use io::csv::{read_from_csv, write_to_csv};
-pub use io::hdfs::read_from_hdfs;
 pub use io::serde::{Deserialize, Deserializer, Serialize, Serializer};
+
+#[cfg(feature = "hdfs")]
+pub mod hdfs;
+#[cfg(feature = "hdfs")]
+pub use io::hdfs::read_from_hdfs;
diff --git a/src/lib.rs b/src/lib.rs
index fa20b6cc..13186999 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -36,6 +36,8 @@ extern crate serde_json;
 extern crate log;
 #[macro_use]
 extern crate serde_derive;
+
+#[cfg(feature = "hdfs")]
 extern crate hdfs;
 
 pub mod algorithm;

From 6cca291b474df73a1ce6b3b5a94e65db89fbcd66 Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Thu, 1 Aug 2019 18:37:28 +1000
Subject: [PATCH 333/391] remove lifetime

---
 src/io/csv/reader.rs  | 19 +++++++++----------
 src/io/hdfs/reader.rs | 16 ++++++++--------
 src/io/mod.rs         |  2 +-
 src/io/read_graph.rs  | 12 ++++++------
 4 files changed, 24 insertions(+), 25 deletions(-)

diff --git a/src/io/csv/reader.rs b/src/io/csv/reader.rs
index 05ba1d3f..052f2266 100644
--- a/src/io/csv/reader.rs
+++ b/src/io/csv/reader.rs
@@ -39,17 +39,17 @@ use serde::Deserialize;
 use serde_json::{from_str, to_value};
 
 #[derive(Debug)]
-pub struct CSVReader<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a = NL> {
+pub struct CSVReader<Id: IdType, NL: Hash + Eq, EL: Hash + Eq = NL> {
     path_to_nodes: Vec<PathBuf>,
     path_to_edges: Vec<PathBuf>,
     separator: u8,
     has_headers: bool,
     // Whether the number of fields in records is allowed to change or not.
     is_flexible: bool,
-    _ph: PhantomData<(&'a Id, &'a NL, &'a EL)>,
+    _ph: PhantomData<(Id, NL, EL)>,
 }
 
-impl<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a> Clone for CSVReader<'a, Id, NL, EL> {
+impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq> Clone for CSVReader<Id, NL, EL> {
     fn clone(&self) -> Self {
         CSVReader {
             path_to_nodes: self.path_to_nodes.clone(),
@@ -62,7 +62,7 @@ impl<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a> Clone for CSVReader
     }
 }
 
-impl<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a> CSVReader<'a, Id, NL, EL> {
+impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq> CSVReader<Id, NL, EL> {
     pub fn new<P: AsRef<Path>>(path_to_nodes: Vec<P>, path_to_edges: Vec<P>) -> Self {
         CSVReader {
             path_to_nodes: path_to_nodes
@@ -110,14 +110,13 @@ impl<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a> CSVReader<'a, Id, N
     }
 }
 
-impl<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a> ReadGraph<'a, Id, NL, EL>
-    for CSVReader<'a, Id, NL, EL>
+impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq> ReadGraph<Id, NL, EL> for CSVReader<Id, NL, EL>
 where
     for<'de> Id: Deserialize<'de>,
     for<'de> NL: Deserialize<'de>,
     for<'de> EL: Deserialize<'de>,
 {
-    fn node_iter(&'a self) -> Iter<'a, (Id, Option<NL>)> {
+    fn node_iter(&self) -> Iter<(Id, Option<NL>)> {
         let vec = self.path_to_nodes.clone();
         let has_headers = self.has_headers;
         let is_flexible = self.is_flexible;
@@ -155,7 +154,7 @@ where
         Iter::new(Box::new(iter))
     }
 
-    fn edge_iter(&'a self) -> Iter<'a, (Id, Id, Option<EL>)> {
+    fn edge_iter(&self) -> Iter<(Id, Id, Option<EL>)> {
         let vec = self.path_to_edges.clone();
         let has_headers = self.has_headers;
         let is_flexible = self.is_flexible;
@@ -195,7 +194,7 @@ where
         Iter::new(Box::new(iter))
     }
 
-    fn prop_node_iter(&'a self) -> Iter<'a, (Id, Option<NL>, JsonValue)> {
+    fn prop_node_iter(&self) -> Iter<(Id, Option<NL>, JsonValue)> {
         assert!(self.has_headers);
 
         let vec = self.path_to_nodes.clone();
@@ -235,7 +234,7 @@ where
         Iter::new(Box::new(iter))
     }
 
-    fn prop_edge_iter(&'a self) -> Iter<'a, (Id, Id, Option<EL>, JsonValue)> {
+    fn prop_edge_iter(&self) -> Iter<(Id, Id, Option<EL>, JsonValue)> {
         assert!(self.has_headers);
 
         let vec = self.path_to_edges.clone();
diff --git a/src/io/hdfs/reader.rs b/src/io/hdfs/reader.rs
index 6983ff6b..33fc1492 100644
--- a/src/io/hdfs/reader.rs
+++ b/src/io/hdfs/reader.rs
@@ -43,7 +43,7 @@ use std::cell::RefCell;
 use std::rc::Rc;
 
 #[derive(Debug)]
-pub struct HDFSReader<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a = NL> {
+pub struct HDFSReader<'a, Id: IdType, NL: Hash + Eq, EL: Hash + Eq = NL> {
     path_to_nodes: Vec<PathBuf>,
     path_to_edges: Vec<PathBuf>,
     separator: u8,
@@ -51,7 +51,7 @@ pub struct HDFSReader<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a = N
     // Whether the number of fields in records is allowed to change or not.
     is_flexible: bool,
     map: HashMap<String, HdfsFs<'a>>,
-    _ph: PhantomData<(&'a Id, &'a NL, &'a EL)>,
+    _ph: PhantomData<(Id, NL, EL)>,
 }
 
 impl<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a> Clone for HDFSReader<'a, Id, NL, EL> {
@@ -68,7 +68,7 @@ impl<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a> Clone for HDFSReade
     }
 }
 
-impl<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a> HDFSReader<'a, Id, NL, EL> {
+impl<'a, Id: IdType, NL: Hash + Eq, EL: Hash + Eq> HDFSReader<'a, Id, NL, EL> {
     /// **Note**: `path_to_nodes` or `path_to_edges` need to be formatted as `hdfs://localhost:9000/xx/xxx.csv`.
     pub fn new<P: AsRef<Path>>(path_to_nodes: Vec<P>, path_to_edges: Vec<P>) -> Self {
         let mut reader = HDFSReader {
@@ -131,14 +131,14 @@ impl<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a> HDFSReader<'a, Id,
     }
 }
 
-impl<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a> ReadGraph<'a, Id, NL, EL>
+impl<'a, Id: IdType, NL: Hash + Eq, EL: Hash + Eq> ReadGraph<Id, NL, EL>
     for HDFSReader<'a, Id, NL, EL>
 where
     for<'de> Id: Deserialize<'de>,
     for<'de> NL: Deserialize<'de>,
     for<'de> EL: Deserialize<'de>,
 {
-    fn node_iter(&'a self) -> Iter<'a, (Id, Option<NL>)> {
+    fn node_iter(&self) -> Iter<(Id, Option<NL>)> {
         let vec = self.path_to_nodes.clone();
         let has_headers = self.has_headers;
         let is_flexible = self.is_flexible;
@@ -179,7 +179,7 @@ where
         Iter::new(Box::new(iter))
     }
 
-    fn edge_iter(&'a self) -> Iter<'a, (Id, Id, Option<EL>)> {
+    fn edge_iter(&self) -> Iter<(Id, Id, Option<EL>)> {
         let vec = self.path_to_edges.clone();
         let has_headers = self.has_headers;
         let is_flexible = self.is_flexible;
@@ -221,7 +221,7 @@ where
         Iter::new(Box::new(iter))
     }
 
-    fn prop_node_iter(&'a self) -> Iter<'a, (Id, Option<NL>, JsonValue)> {
+    fn prop_node_iter(&self) -> Iter<(Id, Option<NL>, JsonValue)> {
         assert!(self.has_headers);
 
         let vec = self.path_to_nodes.clone();
@@ -263,7 +263,7 @@ where
         Iter::new(Box::new(iter))
     }
 
-    fn prop_edge_iter(&'a self) -> Iter<'a, (Id, Id, Option<EL>, JsonValue)> {
+    fn prop_edge_iter(&self) -> Iter<(Id, Id, Option<EL>, JsonValue)> {
         let vec = self.path_to_edges.clone();
         let has_headers = self.has_headers;
         let is_flexible = self.is_flexible;
diff --git a/src/io/mod.rs b/src/io/mod.rs
index c60139d4..b407e0e0 100644
--- a/src/io/mod.rs
+++ b/src/io/mod.rs
@@ -25,5 +25,5 @@ pub mod read_graph;
 pub mod serde;
 
 pub use io::csv::{read_from_csv, write_to_csv};
-pub use io::hdfs::read_from_hdfs;
+//pub use io::hdfs::read_from_hdfs;
 pub use io::serde::{Deserialize, Deserializer, Serialize, Serializer};
diff --git a/src/io/read_graph.rs b/src/io/read_graph.rs
index 433f9e7d..1f0cf78a 100644
--- a/src/io/read_graph.rs
+++ b/src/io/read_graph.rs
@@ -23,13 +23,13 @@ use io::csv::JsonValue;
 use serde::Deserialize;
 use std::hash::Hash;
 
-pub trait ReadGraph<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a>
+pub trait ReadGraph<Id: IdType, NL: Hash + Eq, EL: Hash + Eq>
 where
     for<'de> Id: Deserialize<'de>,
     for<'de> NL: Deserialize<'de>,
     for<'de> EL: Deserialize<'de>,
 {
-    fn read<G: MutGraphTrait<Id, NL, EL, L>, L: IdType>(&'a self, g: &mut G) {
+    fn read<G: MutGraphTrait<Id, NL, EL, L>, L: IdType>(&self, g: &mut G) {
         for (n, label) in self.node_iter() {
             g.add_node(n, label);
         }
@@ -39,8 +39,8 @@ where
         }
     }
 
-    fn node_iter(&'a self) -> Iter<'a, (Id, Option<NL>)>;
-    fn edge_iter(&'a self) -> Iter<'a, (Id, Id, Option<EL>)>;
-    fn prop_node_iter(&'a self) -> Iter<'a, (Id, Option<NL>, JsonValue)>;
-    fn prop_edge_iter(&'a self) -> Iter<'a, (Id, Id, Option<EL>, JsonValue)>;
+    fn node_iter(&self) -> Iter<(Id, Option<NL>)>;
+    fn edge_iter(&self) -> Iter<(Id, Id, Option<EL>)>;
+    fn prop_node_iter(&self) -> Iter<(Id, Option<NL>, JsonValue)>;
+    fn prop_edge_iter(&self) -> Iter<(Id, Id, Option<EL>, JsonValue)>;
 }

From f35190209e8e4b05dc25314df0566617e319e7d2 Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Thu, 1 Aug 2019 18:53:42 +1000
Subject: [PATCH 334/391] edit ReadGraph trait

---
 src/io/read_graph.rs | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/src/io/read_graph.rs b/src/io/read_graph.rs
index 1f0cf78a..d5a6c6da 100644
--- a/src/io/read_graph.rs
+++ b/src/io/read_graph.rs
@@ -39,8 +39,8 @@ where
         }
     }
 
-    fn node_iter(&self) -> Iter<(Id, Option<NL>)>;
-    fn edge_iter(&self) -> Iter<(Id, Id, Option<EL>)>;
-    fn prop_node_iter(&self) -> Iter<(Id, Option<NL>, JsonValue)>;
-    fn prop_edge_iter(&self) -> Iter<(Id, Id, Option<EL>, JsonValue)>;
+    fn node_iter<'a>(&'a self) -> Iter<'a, (Id, Option<NL>)>;
+    fn edge_iter<'a>(&'a self) -> Iter<'a, (Id, Id, Option<EL>)>;
+    fn prop_node_iter<'a>(&'a self) -> Iter<'a, (Id, Option<NL>, JsonValue)>;
+    fn prop_edge_iter<'a>(&'a self) -> Iter<'a, (Id, Id, Option<EL>, JsonValue)>;
 }

From 2c04ff93fc629331b0ae42b89758c80cedc984da Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Thu, 1 Aug 2019 18:57:13 +1000
Subject: [PATCH 335/391] edit ReadGraph trait

---
 src/io/read_graph.rs | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/src/io/read_graph.rs b/src/io/read_graph.rs
index d5a6c6da..1f0cf78a 100644
--- a/src/io/read_graph.rs
+++ b/src/io/read_graph.rs
@@ -39,8 +39,8 @@ where
         }
     }
 
-    fn node_iter<'a>(&'a self) -> Iter<'a, (Id, Option<NL>)>;
-    fn edge_iter<'a>(&'a self) -> Iter<'a, (Id, Id, Option<EL>)>;
-    fn prop_node_iter<'a>(&'a self) -> Iter<'a, (Id, Option<NL>, JsonValue)>;
-    fn prop_edge_iter<'a>(&'a self) -> Iter<'a, (Id, Id, Option<EL>, JsonValue)>;
+    fn node_iter(&self) -> Iter<(Id, Option<NL>)>;
+    fn edge_iter(&self) -> Iter<(Id, Id, Option<EL>)>;
+    fn prop_node_iter(&self) -> Iter<(Id, Option<NL>, JsonValue)>;
+    fn prop_edge_iter(&self) -> Iter<(Id, Id, Option<EL>, JsonValue)>;
 }

From 7991c598b936838d9fbcfeb231b12422a2e50cbe Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Thu, 1 Aug 2019 19:05:16 +1000
Subject: [PATCH 336/391] format code

---
 src/io/csv/reader.rs | 2 +-
 src/io/hdfs/mod.rs   | 2 +-
 src/io/mod.rs        | 3 ++-
 3 files changed, 4 insertions(+), 3 deletions(-)

diff --git a/src/io/csv/reader.rs b/src/io/csv/reader.rs
index 052f2266..fd3a3e5e 100644
--- a/src/io/csv/reader.rs
+++ b/src/io/csv/reader.rs
@@ -34,7 +34,7 @@ use csv::ReaderBuilder;
 use generic::{IdType, Iter};
 use io::csv::record::{EdgeRecord, NodeRecord, PropEdgeRecord, PropNodeRecord};
 use io::csv::JsonValue;
-use io::read_graph::ReadGraph;
+use io::ReadGraph;
 use serde::Deserialize;
 use serde_json::{from_str, to_value};
 
diff --git a/src/io/hdfs/mod.rs b/src/io/hdfs/mod.rs
index 87319ce8..159322db 100644
--- a/src/io/hdfs/mod.rs
+++ b/src/io/hdfs/mod.rs
@@ -27,7 +27,7 @@ use serde::{Deserialize, Serialize};
 
 use generic::{IdType, MutGraphTrait};
 use io::hdfs::reader::HDFSReader;
-use io::read_graph::ReadGraph;
+use io::ReadGraph;
 
 pub fn read_from_hdfs<Id, NL, EL, G, P>(
     g: &mut G,
diff --git a/src/io/mod.rs b/src/io/mod.rs
index b407e0e0..ec846979 100644
--- a/src/io/mod.rs
+++ b/src/io/mod.rs
@@ -25,5 +25,6 @@ pub mod read_graph;
 pub mod serde;
 
 pub use io::csv::{read_from_csv, write_to_csv};
-//pub use io::hdfs::read_from_hdfs;
+pub use io::hdfs::read_from_hdfs;
+pub use io::read_graph::ReadGraph;
 pub use io::serde::{Deserialize, Deserializer, Serialize, Serializer};

From ffc25ba66dd337c2f22db97ea36fda9f334ccaff Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Thu, 1 Aug 2019 19:22:18 +1000
Subject: [PATCH 337/391] add ReadGraphTo trait

---
 src/io/csv/mod.rs     |  2 +-
 src/io/csv/reader.rs  | 10 +++++++++-
 src/io/hdfs/mod.rs    |  2 +-
 src/io/hdfs/reader.rs | 10 ++++++++++
 src/io/mod.rs         |  2 +-
 src/io/read_graph.rs  | 27 ++++++++++++++++++++++-----
 6 files changed, 44 insertions(+), 9 deletions(-)

diff --git a/src/io/csv/mod.rs b/src/io/csv/mod.rs
index 53b180ec..f0a5092c 100644
--- a/src/io/csv/mod.rs
+++ b/src/io/csv/mod.rs
@@ -32,7 +32,7 @@ pub use serde_json::Value as JsonValue;
 use generic::{GeneralGraph, IdType, MutGraphTrait};
 pub use io::csv::reader::CSVReader;
 pub use io::csv::writer::CSVWriter;
-use io::read_graph::ReadGraph;
+use io::ReadGraphTo;
 
 pub fn write_to_csv<Id, NL, EL, P, L>(
     g: &GeneralGraph<Id, NL, EL, L>,
diff --git a/src/io/csv/reader.rs b/src/io/csv/reader.rs
index fd3a3e5e..16ca50af 100644
--- a/src/io/csv/reader.rs
+++ b/src/io/csv/reader.rs
@@ -34,7 +34,7 @@ use csv::ReaderBuilder;
 use generic::{IdType, Iter};
 use io::csv::record::{EdgeRecord, NodeRecord, PropEdgeRecord, PropNodeRecord};
 use io::csv::JsonValue;
-use io::ReadGraph;
+use io::{ReadGraph, ReadGraphTo};
 use serde::Deserialize;
 use serde_json::{from_str, to_value};
 
@@ -275,6 +275,14 @@ where
     }
 }
 
+impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq> ReadGraphTo<Id, NL, EL> for CSVReader<Id, NL, EL>
+where
+    for<'de> Id: Deserialize<'de>,
+    for<'de> NL: Deserialize<'de>,
+    for<'de> EL: Deserialize<'de>,
+{
+}
+
 pub fn parse_prop_map(props: &mut BTreeMap<String, JsonValue>) {
     for (_, json) in props.iter_mut() {
         if json.is_string() {
diff --git a/src/io/hdfs/mod.rs b/src/io/hdfs/mod.rs
index 159322db..8e328395 100644
--- a/src/io/hdfs/mod.rs
+++ b/src/io/hdfs/mod.rs
@@ -27,7 +27,7 @@ use serde::{Deserialize, Serialize};
 
 use generic::{IdType, MutGraphTrait};
 use io::hdfs::reader::HDFSReader;
-use io::ReadGraph;
+use io::ReadGraphTo;
 
 pub fn read_from_hdfs<Id, NL, EL, G, P>(
     g: &mut G,
diff --git a/src/io/hdfs/reader.rs b/src/io/hdfs/reader.rs
index 33fc1492..15158915 100644
--- a/src/io/hdfs/reader.rs
+++ b/src/io/hdfs/reader.rs
@@ -37,6 +37,7 @@ use io::csv::reader::parse_prop_map;
 use io::csv::record::{EdgeRecord, NodeRecord, PropEdgeRecord, PropNodeRecord};
 use io::csv::JsonValue;
 use io::read_graph::ReadGraph;
+use io::ReadGraphTo;
 use serde::Deserialize;
 use serde_json::to_value;
 use std::cell::RefCell;
@@ -303,3 +304,12 @@ where
         Iter::new(Box::new(iter))
     }
 }
+
+impl<'a, Id: IdType, NL: Hash + Eq, EL: Hash + Eq> ReadGraphTo<Id, NL, EL>
+    for HDFSReader<'a, Id, NL, EL>
+where
+    for<'de> Id: Deserialize<'de>,
+    for<'de> NL: Deserialize<'de>,
+    for<'de> EL: Deserialize<'de>,
+{
+}
diff --git a/src/io/mod.rs b/src/io/mod.rs
index ec846979..03565d9d 100644
--- a/src/io/mod.rs
+++ b/src/io/mod.rs
@@ -26,5 +26,5 @@ pub mod serde;
 
 pub use io::csv::{read_from_csv, write_to_csv};
 pub use io::hdfs::read_from_hdfs;
-pub use io::read_graph::ReadGraph;
+pub use io::read_graph::{ReadGraph, ReadGraphTo};
 pub use io::serde::{Deserialize, Deserializer, Serialize, Serializer};
diff --git a/src/io/read_graph.rs b/src/io/read_graph.rs
index 1f0cf78a..36fe9f10 100644
--- a/src/io/read_graph.rs
+++ b/src/io/read_graph.rs
@@ -24,6 +24,28 @@ use serde::Deserialize;
 use std::hash::Hash;
 
 pub trait ReadGraph<Id: IdType, NL: Hash + Eq, EL: Hash + Eq>
+where
+    for<'de> Id: Deserialize<'de>,
+    for<'de> NL: Deserialize<'de>,
+    for<'de> EL: Deserialize<'de>,
+{
+    //    fn read<G: MutGraphTrait<Id, NL, EL, L>, L: IdType>(&self, g: &mut G) {
+    //        for (n, label) in self.node_iter() {
+    //            g.add_node(n, label);
+    //        }
+    //
+    //        for (s, d, label) in self.edge_iter() {
+    //            g.add_edge(s, d, label);
+    //        }
+    //    }
+
+    fn node_iter(&self) -> Iter<(Id, Option<NL>)>;
+    fn edge_iter(&self) -> Iter<(Id, Id, Option<EL>)>;
+    fn prop_node_iter(&self) -> Iter<(Id, Option<NL>, JsonValue)>;
+    fn prop_edge_iter(&self) -> Iter<(Id, Id, Option<EL>, JsonValue)>;
+}
+
+pub trait ReadGraphTo<Id: IdType, NL: Hash + Eq, EL: Hash + Eq>: ReadGraph<Id, NL, EL>
 where
     for<'de> Id: Deserialize<'de>,
     for<'de> NL: Deserialize<'de>,
@@ -38,9 +60,4 @@ where
             g.add_edge(s, d, label);
         }
     }
-
-    fn node_iter(&self) -> Iter<(Id, Option<NL>)>;
-    fn edge_iter(&self) -> Iter<(Id, Id, Option<EL>)>;
-    fn prop_node_iter(&self) -> Iter<(Id, Option<NL>, JsonValue)>;
-    fn prop_edge_iter(&self) -> Iter<(Id, Id, Option<EL>, JsonValue)>;
 }

From 2d684e96a48a06ee20e183b7d5559a1606a28f5c Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Fri, 2 Aug 2019 00:01:55 +1000
Subject: [PATCH 338/391] add Default to Reader

---
 src/io/csv/reader.rs  | 2 +-
 src/io/hdfs/reader.rs | 7 +++----
 2 files changed, 4 insertions(+), 5 deletions(-)

diff --git a/src/io/csv/reader.rs b/src/io/csv/reader.rs
index 16ca50af..51316a22 100644
--- a/src/io/csv/reader.rs
+++ b/src/io/csv/reader.rs
@@ -38,7 +38,7 @@ use io::{ReadGraph, ReadGraphTo};
 use serde::Deserialize;
 use serde_json::{from_str, to_value};
 
-#[derive(Debug)]
+#[derive(Debug, Default)]
 pub struct CSVReader<Id: IdType, NL: Hash + Eq, EL: Hash + Eq = NL> {
     path_to_nodes: Vec<PathBuf>,
     path_to_edges: Vec<PathBuf>,
diff --git a/src/io/hdfs/reader.rs b/src/io/hdfs/reader.rs
index 15158915..c0c12a26 100644
--- a/src/io/hdfs/reader.rs
+++ b/src/io/hdfs/reader.rs
@@ -36,14 +36,13 @@ use hdfs::{HdfsFs, HdfsFsCache};
 use io::csv::reader::parse_prop_map;
 use io::csv::record::{EdgeRecord, NodeRecord, PropEdgeRecord, PropNodeRecord};
 use io::csv::JsonValue;
-use io::read_graph::ReadGraph;
-use io::ReadGraphTo;
+use io::{ReadGraph, ReadGraphTo};
 use serde::Deserialize;
 use serde_json::to_value;
 use std::cell::RefCell;
 use std::rc::Rc;
 
-#[derive(Debug)]
+#[derive(Debug, Default)]
 pub struct HDFSReader<'a, Id: IdType, NL: Hash + Eq, EL: Hash + Eq = NL> {
     path_to_nodes: Vec<PathBuf>,
     path_to_edges: Vec<PathBuf>,
@@ -51,7 +50,7 @@ pub struct HDFSReader<'a, Id: IdType, NL: Hash + Eq, EL: Hash + Eq = NL> {
     has_headers: bool,
     // Whether the number of fields in records is allowed to change or not.
     is_flexible: bool,
-    map: HashMap<String, HdfsFs<'a>>,
+    map: HashMap<String, HdfsFs<:wq'a>>,
     _ph: PhantomData<(Id, NL, EL)>,
 }
 

From db2769ef6e584b986d7714b68153a247e926ce22 Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Fri, 2 Aug 2019 00:04:00 +1000
Subject: [PATCH 339/391] fix typo

---
 src/io/hdfs/reader.rs | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/io/hdfs/reader.rs b/src/io/hdfs/reader.rs
index c0c12a26..ebf2e05e 100644
--- a/src/io/hdfs/reader.rs
+++ b/src/io/hdfs/reader.rs
@@ -50,7 +50,7 @@ pub struct HDFSReader<'a, Id: IdType, NL: Hash + Eq, EL: Hash + Eq = NL> {
     has_headers: bool,
     // Whether the number of fields in records is allowed to change or not.
     is_flexible: bool,
-    map: HashMap<String, HdfsFs<:wq'a>>,
+    map: HashMap<String, HdfsFs<'a>>,
     _ph: PhantomData<(Id, NL, EL)>,
 }
 

From ef4f7c91cf4613bd42bcccd9d90ef1d3f3659da7 Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Fri, 2 Aug 2019 00:34:18 +1000
Subject: [PATCH 340/391] fix lifetime

---
 src/io/csv/reader.rs | 14 ++++++++------
 src/io/mod.rs        |  4 ++--
 src/io/read_graph.rs | 15 ++++++++-------
 3 files changed, 18 insertions(+), 15 deletions(-)

diff --git a/src/io/csv/reader.rs b/src/io/csv/reader.rs
index 51316a22..1c1695d4 100644
--- a/src/io/csv/reader.rs
+++ b/src/io/csv/reader.rs
@@ -110,13 +110,14 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq> CSVReader<Id, NL, EL> {
     }
 }
 
-impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq> ReadGraph<Id, NL, EL> for CSVReader<Id, NL, EL>
+impl<'a, 'b, Id: IdType, NL: Hash + Eq + 'b, EL: Hash + Eq + 'b> ReadGraph<'a, 'b, Id, NL, EL>
+    for CSVReader<Id, NL, EL>
 where
     for<'de> Id: Deserialize<'de>,
     for<'de> NL: Deserialize<'de>,
     for<'de> EL: Deserialize<'de>,
 {
-    fn node_iter(&self) -> Iter<(Id, Option<NL>)> {
+    fn node_iter(&'a self) -> Iter<'b, (Id, Option<NL>)> {
         let vec = self.path_to_nodes.clone();
         let has_headers = self.has_headers;
         let is_flexible = self.is_flexible;
@@ -154,7 +155,7 @@ where
         Iter::new(Box::new(iter))
     }
 
-    fn edge_iter(&self) -> Iter<(Id, Id, Option<EL>)> {
+    fn edge_iter(&'a self) -> Iter<'b, (Id, Id, Option<EL>)> {
         let vec = self.path_to_edges.clone();
         let has_headers = self.has_headers;
         let is_flexible = self.is_flexible;
@@ -194,7 +195,7 @@ where
         Iter::new(Box::new(iter))
     }
 
-    fn prop_node_iter(&self) -> Iter<(Id, Option<NL>, JsonValue)> {
+    fn prop_node_iter(&'a self) -> Iter<'b, (Id, Option<NL>, JsonValue)> {
         assert!(self.has_headers);
 
         let vec = self.path_to_nodes.clone();
@@ -234,7 +235,7 @@ where
         Iter::new(Box::new(iter))
     }
 
-    fn prop_edge_iter(&self) -> Iter<(Id, Id, Option<EL>, JsonValue)> {
+    fn prop_edge_iter(&'a self) -> Iter<'b, (Id, Id, Option<EL>, JsonValue)> {
         assert!(self.has_headers);
 
         let vec = self.path_to_edges.clone();
@@ -275,7 +276,8 @@ where
     }
 }
 
-impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq> ReadGraphTo<Id, NL, EL> for CSVReader<Id, NL, EL>
+impl<'a, 'b, Id: IdType, NL: Hash + Eq + 'b, EL: Hash + Eq + 'b> ReadGraphTo<'a, 'b, Id, NL, EL>
+    for CSVReader<Id, NL, EL>
 where
     for<'de> Id: Deserialize<'de>,
     for<'de> NL: Deserialize<'de>,
diff --git a/src/io/mod.rs b/src/io/mod.rs
index 03565d9d..19ee64d6 100644
--- a/src/io/mod.rs
+++ b/src/io/mod.rs
@@ -19,12 +19,12 @@
  * under the License.
  */
 pub mod csv;
-pub mod hdfs;
+//pub mod hdfs;
 pub mod mmap;
 pub mod read_graph;
 pub mod serde;
 
 pub use io::csv::{read_from_csv, write_to_csv};
-pub use io::hdfs::read_from_hdfs;
+//pub use io::hdfs::read_from_hdfs;
 pub use io::read_graph::{ReadGraph, ReadGraphTo};
 pub use io::serde::{Deserialize, Deserializer, Serialize, Serializer};
diff --git a/src/io/read_graph.rs b/src/io/read_graph.rs
index 36fe9f10..c9145163 100644
--- a/src/io/read_graph.rs
+++ b/src/io/read_graph.rs
@@ -23,7 +23,7 @@ use io::csv::JsonValue;
 use serde::Deserialize;
 use std::hash::Hash;
 
-pub trait ReadGraph<Id: IdType, NL: Hash + Eq, EL: Hash + Eq>
+pub trait ReadGraph<'a, 'b, Id: IdType, NL: Hash + Eq + 'b, EL: Hash + Eq + 'b>
 where
     for<'de> Id: Deserialize<'de>,
     for<'de> NL: Deserialize<'de>,
@@ -39,19 +39,20 @@ where
     //        }
     //    }
 
-    fn node_iter(&self) -> Iter<(Id, Option<NL>)>;
-    fn edge_iter(&self) -> Iter<(Id, Id, Option<EL>)>;
-    fn prop_node_iter(&self) -> Iter<(Id, Option<NL>, JsonValue)>;
-    fn prop_edge_iter(&self) -> Iter<(Id, Id, Option<EL>, JsonValue)>;
+    fn node_iter(&'a self) -> Iter<'b, (Id, Option<NL>)>;
+    fn edge_iter(&'a self) -> Iter<'b, (Id, Id, Option<EL>)>;
+    fn prop_node_iter(&'a self) -> Iter<'b, (Id, Option<NL>, JsonValue)>;
+    fn prop_edge_iter(&'a self) -> Iter<'b, (Id, Id, Option<EL>, JsonValue)>;
 }
 
-pub trait ReadGraphTo<Id: IdType, NL: Hash + Eq, EL: Hash + Eq>: ReadGraph<Id, NL, EL>
+pub trait ReadGraphTo<'a, 'b, Id: IdType, NL: Hash + Eq + 'b, EL: Hash + Eq + 'b>:
+    ReadGraph<'a, 'b, Id, NL, EL>
 where
     for<'de> Id: Deserialize<'de>,
     for<'de> NL: Deserialize<'de>,
     for<'de> EL: Deserialize<'de>,
 {
-    fn read<G: MutGraphTrait<Id, NL, EL, L>, L: IdType>(&self, g: &mut G) {
+    fn read<G: MutGraphTrait<Id, NL, EL, L>, L: IdType>(&'a self, g: &mut G) {
         for (n, label) in self.node_iter() {
             g.add_node(n, label);
         }

From 2749b03b5c76c162b4b7433024b08cb0aaa89f0d Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Fri, 2 Aug 2019 00:40:06 +1000
Subject: [PATCH 341/391] Revert "fix lifetime"

This reverts commit ef4f7c91cf4613bd42bcccd9d90ef1d3f3659da7.
---
 src/io/csv/reader.rs | 14 ++++++--------
 src/io/mod.rs        |  4 ++--
 src/io/read_graph.rs | 15 +++++++--------
 3 files changed, 15 insertions(+), 18 deletions(-)

diff --git a/src/io/csv/reader.rs b/src/io/csv/reader.rs
index 1c1695d4..51316a22 100644
--- a/src/io/csv/reader.rs
+++ b/src/io/csv/reader.rs
@@ -110,14 +110,13 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq> CSVReader<Id, NL, EL> {
     }
 }
 
-impl<'a, 'b, Id: IdType, NL: Hash + Eq + 'b, EL: Hash + Eq + 'b> ReadGraph<'a, 'b, Id, NL, EL>
-    for CSVReader<Id, NL, EL>
+impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq> ReadGraph<Id, NL, EL> for CSVReader<Id, NL, EL>
 where
     for<'de> Id: Deserialize<'de>,
     for<'de> NL: Deserialize<'de>,
     for<'de> EL: Deserialize<'de>,
 {
-    fn node_iter(&'a self) -> Iter<'b, (Id, Option<NL>)> {
+    fn node_iter(&self) -> Iter<(Id, Option<NL>)> {
         let vec = self.path_to_nodes.clone();
         let has_headers = self.has_headers;
         let is_flexible = self.is_flexible;
@@ -155,7 +154,7 @@ where
         Iter::new(Box::new(iter))
     }
 
-    fn edge_iter(&'a self) -> Iter<'b, (Id, Id, Option<EL>)> {
+    fn edge_iter(&self) -> Iter<(Id, Id, Option<EL>)> {
         let vec = self.path_to_edges.clone();
         let has_headers = self.has_headers;
         let is_flexible = self.is_flexible;
@@ -195,7 +194,7 @@ where
         Iter::new(Box::new(iter))
     }
 
-    fn prop_node_iter(&'a self) -> Iter<'b, (Id, Option<NL>, JsonValue)> {
+    fn prop_node_iter(&self) -> Iter<(Id, Option<NL>, JsonValue)> {
         assert!(self.has_headers);
 
         let vec = self.path_to_nodes.clone();
@@ -235,7 +234,7 @@ where
         Iter::new(Box::new(iter))
     }
 
-    fn prop_edge_iter(&'a self) -> Iter<'b, (Id, Id, Option<EL>, JsonValue)> {
+    fn prop_edge_iter(&self) -> Iter<(Id, Id, Option<EL>, JsonValue)> {
         assert!(self.has_headers);
 
         let vec = self.path_to_edges.clone();
@@ -276,8 +275,7 @@ where
     }
 }
 
-impl<'a, 'b, Id: IdType, NL: Hash + Eq + 'b, EL: Hash + Eq + 'b> ReadGraphTo<'a, 'b, Id, NL, EL>
-    for CSVReader<Id, NL, EL>
+impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq> ReadGraphTo<Id, NL, EL> for CSVReader<Id, NL, EL>
 where
     for<'de> Id: Deserialize<'de>,
     for<'de> NL: Deserialize<'de>,
diff --git a/src/io/mod.rs b/src/io/mod.rs
index 19ee64d6..03565d9d 100644
--- a/src/io/mod.rs
+++ b/src/io/mod.rs
@@ -19,12 +19,12 @@
  * under the License.
  */
 pub mod csv;
-//pub mod hdfs;
+pub mod hdfs;
 pub mod mmap;
 pub mod read_graph;
 pub mod serde;
 
 pub use io::csv::{read_from_csv, write_to_csv};
-//pub use io::hdfs::read_from_hdfs;
+pub use io::hdfs::read_from_hdfs;
 pub use io::read_graph::{ReadGraph, ReadGraphTo};
 pub use io::serde::{Deserialize, Deserializer, Serialize, Serializer};
diff --git a/src/io/read_graph.rs b/src/io/read_graph.rs
index c9145163..36fe9f10 100644
--- a/src/io/read_graph.rs
+++ b/src/io/read_graph.rs
@@ -23,7 +23,7 @@ use io::csv::JsonValue;
 use serde::Deserialize;
 use std::hash::Hash;
 
-pub trait ReadGraph<'a, 'b, Id: IdType, NL: Hash + Eq + 'b, EL: Hash + Eq + 'b>
+pub trait ReadGraph<Id: IdType, NL: Hash + Eq, EL: Hash + Eq>
 where
     for<'de> Id: Deserialize<'de>,
     for<'de> NL: Deserialize<'de>,
@@ -39,20 +39,19 @@ where
     //        }
     //    }
 
-    fn node_iter(&'a self) -> Iter<'b, (Id, Option<NL>)>;
-    fn edge_iter(&'a self) -> Iter<'b, (Id, Id, Option<EL>)>;
-    fn prop_node_iter(&'a self) -> Iter<'b, (Id, Option<NL>, JsonValue)>;
-    fn prop_edge_iter(&'a self) -> Iter<'b, (Id, Id, Option<EL>, JsonValue)>;
+    fn node_iter(&self) -> Iter<(Id, Option<NL>)>;
+    fn edge_iter(&self) -> Iter<(Id, Id, Option<EL>)>;
+    fn prop_node_iter(&self) -> Iter<(Id, Option<NL>, JsonValue)>;
+    fn prop_edge_iter(&self) -> Iter<(Id, Id, Option<EL>, JsonValue)>;
 }
 
-pub trait ReadGraphTo<'a, 'b, Id: IdType, NL: Hash + Eq + 'b, EL: Hash + Eq + 'b>:
-    ReadGraph<'a, 'b, Id, NL, EL>
+pub trait ReadGraphTo<Id: IdType, NL: Hash + Eq, EL: Hash + Eq>: ReadGraph<Id, NL, EL>
 where
     for<'de> Id: Deserialize<'de>,
     for<'de> NL: Deserialize<'de>,
     for<'de> EL: Deserialize<'de>,
 {
-    fn read<G: MutGraphTrait<Id, NL, EL, L>, L: IdType>(&'a self, g: &mut G) {
+    fn read<G: MutGraphTrait<Id, NL, EL, L>, L: IdType>(&self, g: &mut G) {
         for (n, label) in self.node_iter() {
             g.add_node(n, label);
         }

From 40593d8f92bdb5ebce36af056b95522f22a77562 Mon Sep 17 00:00:00 2001
From: zhengmin <zhengmin.lai@gmail.com>
Date: Mon, 5 Aug 2019 11:00:56 +0800
Subject: [PATCH 342/391] add benchmark and update how-to-use-tikv.md

---
 README.md                     |   2 +-
 benches/property.rs           |  34 +-
 examples/tikv_raw.rs          |   2 +-
 examples/tikv_rocksdb_test.rs | 787 ++++++++++++++++++++++++++++++++++
 examples/tikv_test.rs         | 357 ---------------
 how-to-use-tikv.md            |  62 ++-
 6 files changed, 875 insertions(+), 369 deletions(-)
 create mode 100644 examples/tikv_rocksdb_test.rs
 delete mode 100644 examples/tikv_test.rs

diff --git a/README.md b/README.md
index 638ec6a1..93210317 100644
--- a/README.md
+++ b/README.md
@@ -1,3 +1,3 @@
 # rust\_graph\_lib
 
-A graph libary written in Rust. 
\ No newline at end of file
+A graph libary written in Rust. Note that You need to install cmake, g++, clang, golang on your machine first to build this project.
\ No newline at end of file
diff --git a/benches/property.rs b/benches/property.rs
index 26314006..cc05bc5f 100644
--- a/benches/property.rs
+++ b/benches/property.rs
@@ -24,6 +24,7 @@ extern crate serde_json;
 extern crate test;
 extern crate tikv_client;
 
+use std::time::Instant;
 use test::Bencher;
 
 use rust_graph::property::tikv_property::*;
@@ -124,4 +125,35 @@ fn bench_tikv_get_node_property_all(b: &mut Bencher) {
     .unwrap();
 
     b.iter(|| graph1.get_node_property_all(0u32).unwrap());
-}
\ No newline at end of file
+}
+
+#[bench]
+fn bench_tikv_get_edge_property_all(b: &mut Bencher) {
+    {
+        let mut graph0 = TikvProperty::new(
+            Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+            Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+            false,
+        )
+        .unwrap();
+
+        graph0
+            .insert_edge_property(0u32, 1u32, json!({"name": "jack"}))
+            .unwrap();
+
+        assert_eq!(
+            graph0.get_edge_property_all(0u32, 1u32).unwrap(),
+            Some(json!({"name": "jack"}))
+        );
+    }
+
+    let graph1 = TikvProperty::open(
+        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+        false,
+        true,
+    )
+    .unwrap();
+
+    b.iter(|| graph1.get_node_property_all(0u32, 1u32).unwrap());
+}
diff --git a/examples/tikv_raw.rs b/examples/tikv_raw.rs
index aa1fa0f1..da537b80 100644
--- a/examples/tikv_raw.rs
+++ b/examples/tikv_raw.rs
@@ -19,7 +19,7 @@
  * under the License.
  */
 
-#![feature(async_await, await_macro)]
+#![feature(async_await)]
 #![type_length_limit = "8165158"]
 
 mod common;
diff --git a/examples/tikv_rocksdb_test.rs b/examples/tikv_rocksdb_test.rs
new file mode 100644
index 00000000..4af32c3f
--- /dev/null
+++ b/examples/tikv_rocksdb_test.rs
@@ -0,0 +1,787 @@
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+extern crate rust_graph;
+extern crate serde_json;
+extern crate tikv_client;
+extern crate tempdir;
+
+use rust_graph::property::tikv_property::*;
+use rust_graph::property::rocks_property::*;
+use rust_graph::property::PropertyGraph;
+use serde_json::{json, to_vec};
+use tikv_client::Config;
+use std::time::Instant;
+
+const NODE_PD_SERVER_ADDR: &str = "192.168.2.2:2379";
+const EDGE_PD_SERVER_ADDR: &str = "192.168.2.3:2379";
+
+fn main() {
+    println!("Testing tikv...");
+    test_insert_raw_node();
+    println!("test_insert_raw_node success...");
+    test_insert_raw_edge();
+    println!("test_insert_raw_edge success...");
+    test_insert_property_node();
+    println!("test_insert_property_node success...");
+    test_insert_property_edge();
+    println!("test_insert_property_edge success...");
+    test_extend_raw_node();
+    println!("test_extend_raw_node success...");
+    test_extend_raw_edge();
+    println!("test_extend_raw_edge success...");
+    test_extend_property_node();
+    println!("test_extend_property_node success...");
+    test_extend_property_edge();
+    println!("test_extend_property_edge success...");
+    test_open_existing_db();
+    println!("test_open_existing_db success...");
+    test_open_readonly_db();
+    println!("test_open_readonly_db success...");
+    test_open_writable_db();
+    println!("test_open_writable_dbe success...");
+    test_scan_node_property();
+    println!("test_scan_node_property success...");
+    test_scan_edge_property();
+    println!("test_scan_edge_property success...");
+
+    println!("Testing tikv time ...");
+
+    println!("Test tikv_insert_raw_node time...");
+    time_tikv_insert_raw_node();
+    println!("Test tikv_insert_raw_edge time...");
+    time_tikv_insert_raw_edge();
+    println!("Test tikv_extend_raw_node time...");
+    time_tikv_extend_raw_node();
+    println!("Test tikv_extend_edge_node time...");
+    time_tikv_extend_raw_edge();
+    println!("Test tikv_get_node_property_all time...");
+    time_tikv_get_node_property_all();
+    println!("Test tikv_get_edge_property_all time...");
+    time_tikv_get_edge_property_all();
+
+    println!("Testing rocksdb time ...");
+
+    println!("Test rocksdb_insert_raw_node time...");
+    time_rocksdb_insert_raw_node();
+    println!("Test rocksdb_insert_raw_edge time...");
+    time_rocksdb_insert_raw_edge();
+    println!("Test rocksdb_extend_raw_node time...");
+    time_rocksdb_extend_raw_node();
+    println!("Test rocksdb_extend_edge_edge time...");
+    time_rocksdb_extend_raw_edge();
+    println!("Test rocksdb_get_node_property_all time...");
+    time_rocksdb_get_node_property_all();
+    println!("Test rocksdb_get_edge_property_all time...");
+    time_rocksdb_get_edge_property_all();
+}
+
+fn time_tikv_insert_raw_node() {
+    let mut graph = TikvProperty::new(
+        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+        false,
+    )
+    .unwrap();
+
+    let mut raw_props = Vec::new();
+    for i in 0..100_000 {
+        let key = i.to_string();
+        let value = (i + 1).to_string();
+        let new_prop = json!({ key: value });
+        let raw_prop = to_vec(&new_prop).unwrap();
+        raw_props.push(raw_prop);
+    }
+
+    let start = Instant::now();
+    for i in 0..100_000 {
+        graph.insert_node_raw(i, raw_props[i].clone()).unwrap();
+    }
+    let duration = start.elapsed();
+    let total_time = duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9;
+
+    println!(
+        "Finished 100_000 tikv node property insertion in {} seconds, and it takes {}s per insertion.",
+        total_time,
+        total_time / 100_000f64
+    );
+}
+
+fn time_tikv_insert_raw_edge() {
+    let mut graph = TikvProperty::new(
+        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+        false,
+    )
+    .unwrap();
+
+    let mut raw_props = Vec::new();
+    for i in 0..100_000 {
+        let key = i.to_string();
+        let value = (i + 1).to_string();
+        let new_prop = json!({ key: value });
+        let raw_prop = to_vec(&new_prop).unwrap();
+        raw_props.push(raw_prop);
+    }
+
+    let start = Instant::now();
+    for i in 0..100_000 {
+        graph
+            .insert_edge_raw(i, i + 1, raw_props[i].clone())
+            .unwrap();
+    }
+    let duration = start.elapsed();
+    let total_time = duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9;
+
+    println!(
+        "Finished 100_000 tikv edge property insertion in {} seconds, and it takes {}s per insertion.",
+        total_time,
+        total_time / 100_000f64
+    );
+}
+
+fn time_tikv_extend_raw_node() {
+    let mut graph = TikvProperty::new(
+        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+        false,
+    )
+    .unwrap();
+
+    let mut raw_props = Vec::new();
+    for i in 0..100_000u32 {
+        let key = i.to_string();
+        let value = (i + 1).to_string();
+        let new_prop = json!({ key: value });
+        let raw_prop = to_vec(&new_prop).unwrap();
+        raw_props.extend(vec![(i, raw_prop)]);
+    }
+
+    let start = Instant::now();
+    graph.extend_node_raw(raw_props.into_iter()).unwrap();
+    let duration = start.elapsed();
+    let total_time = duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9;
+
+    println!(
+        "Finished 100_000 tikv node property extension in {} seconds, and it takes {}s per extension.",
+        total_time,
+        total_time / 100_000f64
+    );
+}
+
+fn time_tikv_extend_raw_edge() {
+    let mut graph = TikvProperty::new(
+        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+        false,
+    )
+    .unwrap();
+
+    let mut raw_props = Vec::new();
+    for i in 0..100_000u32 {
+        let key = i.to_string();
+        let value = (i + 1).to_string();
+        let new_prop = json!({ key: value });
+        let raw_prop = to_vec(&new_prop).unwrap();
+        raw_props.extend(vec![((i, i + 1), raw_prop)]);
+    }
+
+    let start = Instant::now();
+    graph.extend_edge_raw(raw_props.into_iter()).unwrap();
+    let duration = start.elapsed();
+    let total_time = duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9;
+
+    println!(
+        "Finished 100_000 tikv edge property extension in {} seconds, and it takes {}s per extension.",
+        total_time,
+        total_time / 100_000f64
+    );
+}
+
+fn time_tikv_get_node_property_all() {
+    {
+        let mut graph0 = TikvProperty::new(
+            Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+            Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+            false,
+        )
+            .unwrap();
+
+        graph0
+            .insert_node_property(0u32, json!({"name": "jack"}))
+            .unwrap();
+
+        assert_eq!(
+            graph0.get_node_property_all(0u32).unwrap(),
+            Some(json!({"name": "jack"}))
+        );
+    }
+
+    let graph1 = TikvProperty::open(
+        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+        false,
+        true,
+    ).unwrap();
+
+    let start = Instant::now();
+    for _ in 0..100_000 {
+        graph1.get_node_property_all(0u32).unwrap();
+    }
+    let duration = start.elapsed();
+    let total_time = duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9;
+
+    println!(
+        "Finished 100_000 times tikv_get_node_property_all() in {} seconds, and it takes {}s per get operation.",
+        total_time,
+        total_time / 100_000f64
+    );
+}
+
+fn time_tikv_get_edge_property_all() {
+    {
+        let mut graph0 = TikvProperty::new(
+            Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+            Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+            false,
+        )
+            .unwrap();
+
+        graph0
+            .insert_edge_property(0u32, 1u32, json!({"name": "jack"}))
+            .unwrap();
+
+        assert_eq!(
+            graph0.get_edge_property_all(0u32, 1u32).unwrap(),
+            Some(json!({"name": "jack"}))
+        );
+    }
+
+    let graph1 = TikvProperty::open(
+        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+        false,
+        true,
+    ).unwrap();
+
+    let start = Instant::now();
+    for _ in 0..100_000 {
+        graph1.get_edge_property_all(0u32, 1u32).unwrap();
+    }
+    let duration = start.elapsed();
+    let total_time = duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9;
+
+    println!(
+        "Finished 100_000 times tikv_get_edge_property_all() in {} seconds, and it takes {}s per get operation.",
+        total_time,
+        total_time / 100_000f64
+    );
+}
+
+fn time_rocksdb_insert_raw_node() {
+    let node = tempdir::TempDir::new("node").unwrap();
+    let edge = tempdir::TempDir::new("edge").unwrap();
+
+    let node_path = node.path();
+    let edge_path = edge.path();
+
+    let mut graph = RocksProperty::new(node_path, edge_path, false).unwrap();
+
+    let mut raw_props = Vec::new();
+    for i in 0..100_000 {
+        let key = i.to_string();
+        let value = (i + 1).to_string();
+        let new_prop = json!({ key: value });
+        let raw_prop = to_vec(&new_prop).unwrap();
+        raw_props.push(raw_prop);
+    }
+
+    let start = Instant::now();
+    for i in 0..100_000 {
+        graph.insert_node_raw(i, raw_props[i].clone()).unwrap();
+    }
+    let duration = start.elapsed();
+    let total_time = duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9;
+
+    println!(
+        "Finished 100_000 rocksdb node property insertion in {} seconds, and it takes {}s per insertion.",
+        total_time,
+        total_time / 100_000f64
+    );
+}
+
+fn time_rocksdb_insert_raw_edge() {
+    let node = tempdir::TempDir::new("node").unwrap();
+    let edge = tempdir::TempDir::new("edge").unwrap();
+
+    let node_path = node.path();
+    let edge_path = edge.path();
+
+    let mut graph = RocksProperty::new(node_path, edge_path, false).unwrap();
+
+    let mut raw_props = Vec::new();
+    for i in 0..100_000 {
+        let key = i.to_string();
+        let value = (i + 1).to_string();
+        let new_prop = json!({ key: value });
+        let raw_prop = to_vec(&new_prop).unwrap();
+        raw_props.push(raw_prop);
+    }
+
+    let start = Instant::now();
+    for i in 0..100_000 {
+        graph
+            .insert_edge_raw(i, i + 1, raw_props[i].clone())
+            .unwrap();
+    }
+    let duration = start.elapsed();
+    let total_time = duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9;
+
+    println!(
+        "Finished 100_000 rocksdb edge property insertion in {} seconds, and it takes {}s per insertion.",
+        total_time,
+        total_time / 100_000f64
+    );
+}
+
+fn time_rocksdb_extend_raw_node() {
+    let node = tempdir::TempDir::new("node").unwrap();
+    let edge = tempdir::TempDir::new("edge").unwrap();
+
+    let node_path = node.path();
+    let edge_path = edge.path();
+
+    let mut graph = RocksProperty::new(node_path, edge_path, false).unwrap();
+
+    let mut raw_props = Vec::new();
+    for i in 0..100_000u32 {
+        let key = i.to_string();
+        let value = (i + 1).to_string();
+        let new_prop = json!({ key: value });
+        let raw_prop = to_vec(&new_prop).unwrap();
+        raw_props.extend(vec![(i, raw_prop)]);
+    }
+
+    let start = Instant::now();
+    graph.extend_node_raw(raw_props.into_iter()).unwrap();
+    let duration = start.elapsed();
+    let total_time = duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9;
+
+    println!(
+        "Finished 100_000 rocksdb node property extension in {} seconds, and it takes {}s per extension.",
+        total_time,
+        total_time / 100_000f64
+    );
+}
+
+fn time_rocksdb_extend_raw_edge() {
+    let node = tempdir::TempDir::new("node").unwrap();
+    let edge = tempdir::TempDir::new("edge").unwrap();
+
+    let node_path = node.path();
+    let edge_path = edge.path();
+
+    let mut graph = RocksProperty::new(node_path, edge_path, false).unwrap();
+
+    let mut raw_props = Vec::new();
+    for i in 0..100_000u32 {
+        let key = i.to_string();
+        let value = (i + 1).to_string();
+        let new_prop = json!({ key: value });
+        let raw_prop = to_vec(&new_prop).unwrap();
+        raw_props.extend(vec![((i, i + 1), raw_prop)]);
+    }
+
+    let start = Instant::now();
+    graph.extend_edge_raw(raw_props.into_iter()).unwrap();
+    let duration = start.elapsed();
+    let total_time = duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9;
+
+    println!(
+        "Finished 100_000 rocksdb edge property extension in {} seconds, and it takes {}s per extension.",
+        total_time,
+        total_time / 100_000f64
+    );
+}
+
+fn time_rocksdb_get_node_property_all() {
+    let node = tempdir::TempDir::new("node").unwrap();
+    let edge = tempdir::TempDir::new("edge").unwrap();
+
+    let node_path = node.path();
+    let edge_path = edge.path();
+
+    {
+        let mut graph0 = RocksProperty::new(node_path, edge_path, false).unwrap();
+        graph0
+            .insert_node_property(0u32, json!({"name": "jack"}))
+            .unwrap();
+
+        assert_eq!(
+            graph0.get_node_property_all(0u32).unwrap(),
+            Some(json!({"name": "jack"}))
+        );
+    }
+
+    let graph1 = RocksProperty::open(node_path, edge_path, false, true).unwrap();
+
+    let start = Instant::now();
+    for _ in 0..100_000 {
+        graph1.get_node_property_all(0u32).unwrap();
+    }
+    let duration = start.elapsed();
+    let total_time = duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9;
+
+    println!(
+        "Finished 100_000 times rocksdb_get_node_property_all() in {} seconds, and it takes {}s per get operation.",
+        total_time,
+        total_time / 100_000f64
+    );
+}
+
+fn time_rocksdb_get_edge_property_all() {
+    let node = tempdir::TempDir::new("node").unwrap();
+    let edge = tempdir::TempDir::new("edge").unwrap();
+
+    let node_path = node.path();
+    let edge_path = edge.path();
+    {
+        let mut graph0 = RocksProperty::new(node_path, edge_path, false).unwrap();
+
+        graph0
+            .insert_edge_property(0u32, 1u32, json!({"name": "jack"}))
+            .unwrap();
+
+        assert_eq!(
+            graph0.get_edge_property_all(0u32, 1u32).unwrap(),
+            Some(json!({"name": "jack"}))
+        );
+    }
+
+    let graph1 = RocksProperty::open(node_path, edge_path, false, true).unwrap();
+
+    let start = Instant::now();
+    for _ in 0..100_000 {
+        graph1.get_edge_property_all(0u32, 1u32).unwrap();
+    }
+    let duration = start.elapsed();
+    let total_time = duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9;
+
+    println!(
+        "Finished 100_000 times rocksdb_get_edge_property_all() in {} seconds, and it takes {}s per get operation.",
+        total_time,
+        total_time / 100_000f64
+    );
+}
+
+fn test_insert_raw_node() {
+    let mut graph = TikvProperty::new(
+        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+        false,
+    )
+    .unwrap();
+
+    let new_prop = json!({"name":"jack"});
+    let raw_prop = to_vec(&new_prop).unwrap();
+
+    graph.insert_node_raw(0u32, raw_prop).unwrap();
+    let node_property = graph.get_node_property_all(0u32).unwrap();
+
+    assert_eq!(Some(json!({"name":"jack"})), node_property);
+}
+
+fn test_insert_raw_edge() {
+    let mut graph = TikvProperty::new(
+        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+        false,
+    )
+    .unwrap();
+
+    let new_prop = json!({"length":"15"});
+    let raw_prop = to_vec(&new_prop).unwrap();
+
+    graph.insert_edge_raw(0u32, 1u32, raw_prop).unwrap();
+    let edge_property = graph.get_edge_property_all(0u32, 1u32).unwrap();
+
+    assert_eq!(Some(json!({"length":"15"})), edge_property);
+}
+
+fn test_insert_property_node() {
+    let mut graph = TikvProperty::new(
+        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+        false,
+    )
+    .unwrap();
+
+    let new_prop = json!({"name":"jack"});
+
+    graph.insert_node_property(0u32, new_prop).unwrap();
+    let node_property = graph.get_node_property_all(0u32).unwrap();
+
+    assert_eq!(Some(json!({"name":"jack"})), node_property);
+}
+
+fn test_insert_property_edge() {
+    let mut graph = TikvProperty::new(
+        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+        false,
+    )
+    .unwrap();
+
+    let new_prop = json!({"length":"15"});
+
+    graph.insert_edge_property(0u32, 1u32, new_prop).unwrap();
+    let edge_property = graph.get_edge_property_all(0u32, 1u32).unwrap();
+
+    assert_eq!(Some(json!({"length":"15"})), edge_property);
+}
+
+fn test_extend_raw_node() {
+    let mut graph = TikvProperty::new(
+        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+        false,
+    )
+    .unwrap();
+
+    let new_prop = json!({"name":"jack"});
+    let raw_prop = to_vec(&new_prop).unwrap();
+    let raw_properties = vec![(0u32, raw_prop)].into_iter();
+    graph.extend_node_raw(raw_properties).unwrap();
+
+    let node_property = graph.get_node_property_all(0u32).unwrap();
+
+    assert_eq!(Some(json!({"name":"jack"})), node_property);
+}
+
+fn test_extend_raw_edge() {
+    let mut graph = TikvProperty::new(
+        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+        false,
+    )
+    .unwrap();
+
+    let new_prop = json!({"length":"15"});
+    let raw_prop = to_vec(&new_prop).unwrap();
+    let raw_properties = vec![((0u32, 1u32), raw_prop)].into_iter();
+    graph.extend_edge_raw(raw_properties).unwrap();
+    let edge_property = graph.get_edge_property_all(0u32, 1u32).unwrap();
+
+    assert_eq!(Some(json!({"length":"15"})), edge_property);
+}
+
+fn test_extend_property_node() {
+    let mut graph = TikvProperty::new(
+        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+        false,
+    )
+    .unwrap();
+
+    let new_prop = json!({"name":"jack"});
+
+    let properties = vec![(0u32, new_prop)].into_iter();
+    graph.extend_node_property(properties).unwrap();
+
+    let node_property = graph.get_node_property_all(0u32).unwrap();
+
+    assert_eq!(Some(json!({"name":"jack"})), node_property);
+}
+
+fn test_extend_property_edge() {
+    let mut graph = TikvProperty::new(
+        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+        false,
+    )
+    .unwrap();
+
+    let new_prop = json!({"length":"15"});
+
+    let properties = vec![((0u32, 1u32), new_prop)].into_iter();
+    graph.extend_edge_property(properties).unwrap();
+    let edge_property = graph.get_edge_property_all(0u32, 1u32).unwrap();
+
+    assert_eq!(Some(json!({"length":"15"})), edge_property);
+}
+
+fn test_open_existing_db() {
+    {
+        let mut graph0 = TikvProperty::new(
+            Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+            Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+            false,
+        )
+        .unwrap();
+
+        graph0
+            .insert_node_property(0u32, json!({"name": "jack"}))
+            .unwrap();
+
+        assert_eq!(
+            graph0.get_node_property_all(0u32).unwrap(),
+            Some(json!({"name": "jack"}))
+        );
+    }
+
+    let graph1 = TikvProperty::open(
+        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+        false,
+        true,
+    )
+    .unwrap();
+
+    assert_eq!(
+        graph1.get_node_property_all(0u32).unwrap(),
+        Some(json!({"name": "jack"}))
+    );
+}
+
+fn test_open_writable_db() {
+    {
+        let mut graph0 = TikvProperty::new(
+            Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+            Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+            false,
+        )
+        .unwrap();
+
+        graph0
+            .insert_node_property(0u32, json!({"name": "jack"}))
+            .unwrap();
+
+        assert_eq!(
+            graph0.get_node_property_all(0u32).unwrap(),
+            Some(json!({"name": "jack"}))
+        );
+    }
+    let mut graph1 = TikvProperty::open(
+        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+        false,
+        false,
+    )
+    .unwrap();
+    graph1
+        .insert_node_property(1u32, json!({"name": "tom"}))
+        .unwrap();
+    assert_eq!(
+        graph1.get_node_property_all(1u32).unwrap(),
+        Some(json!({"name": "tom"}))
+    );
+}
+
+fn test_open_readonly_db() {
+    {
+        let mut graph0 = TikvProperty::new(
+            Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+            Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+            false,
+        )
+        .unwrap();
+
+        graph0
+            .insert_node_property(0u32, json!({"name": "jack"}))
+            .unwrap();
+
+        assert_eq!(
+            graph0.get_node_property_all(0u32).unwrap(),
+            Some(json!({"name": "jack"}))
+        );
+    }
+
+    let mut graph1 = TikvProperty::open(
+        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+        false,
+        true,
+    )
+    .unwrap();
+    assert_eq!(
+        graph1.get_node_property_all(0u32).unwrap(),
+        Some(json!({"name": "jack"}))
+    );
+
+    let err = graph1
+        .insert_node_property(1u32, json!({"name": "tom"}))
+        .is_err();
+    assert_eq!(err, true);
+}
+
+fn test_scan_node_property() {
+    let mut graph = TikvProperty::new(
+        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+        false,
+    )
+    .unwrap();
+
+    graph
+        .insert_node_property(0u32, json!({"name": "jack"}))
+        .unwrap();
+
+    graph
+        .insert_node_property(1u32, json!({"name": "tom"}))
+        .unwrap();
+
+    let mut iter = graph.scan_node_property_all();
+    assert_eq!(
+        (0u32, json!({"name": "jack"})),
+        iter.next().unwrap().unwrap()
+    );
+    assert_eq!(
+        (1u32, json!({"name": "tom"})),
+        iter.next().unwrap().unwrap()
+    );
+}
+
+fn test_scan_edge_property() {
+    let mut graph = TikvProperty::new(
+        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+        false,
+    )
+    .unwrap();
+
+    graph
+        .insert_edge_property(0u32, 1u32, json!({"length": "5"}))
+        .unwrap();
+
+    graph
+        .insert_edge_property(1u32, 2u32, json!({"length": "10"}))
+        .unwrap();
+
+    let mut iter = graph.scan_edge_property_all();
+    assert_eq!(
+        ((0u32, 1u32), json!({"length": "5"})),
+        iter.next().unwrap().unwrap()
+    );
+    assert_eq!(
+        ((1u32, 2u32), json!({"length": "10"})),
+        iter.next().unwrap().unwrap()
+    );
+}
diff --git a/examples/tikv_test.rs b/examples/tikv_test.rs
deleted file mode 100644
index 7fafc8fa..00000000
--- a/examples/tikv_test.rs
+++ /dev/null
@@ -1,357 +0,0 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-
-extern crate rust_graph;
-extern crate serde_json;
-extern crate tikv_client;
-
-use rust_graph::property::tikv_property::*;
-use rust_graph::property::PropertyGraph;
-use serde_json::{json, to_vec};
-use tikv_client::Config;
-
-const NODE_PD_SERVER_ADDR: &str = "192.168.2.2:2379";
-const EDGE_PD_SERVER_ADDR: &str = "192.168.2.3:2379";
-
-fn main() {
-    println!("Testing tikv...");
-    test_insert_raw_node();
-    println!("test_insert_raw_node success...");
-    test_insert_raw_edge();
-    println!("test_insert_raw_edge success...");
-    test_insert_property_node();
-    println!("test_insert_property_node success...");
-    test_insert_property_edge();
-    println!("test_insert_property_edge success...");
-    test_extend_raw_node();
-    println!("test_extend_raw_node success...");
-    test_extend_raw_edge();
-    println!("test_extend_raw_edge success...");
-    test_extend_property_node();
-    println!("test_extend_property_node success...");
-    test_extend_property_edge();
-    println!("test_extend_property_edge success...");
-    test_open_existing_db();
-    println!("test_open_existing_db success...");
-    test_open_readonly_db();
-    println!("test_open_readonly_db success...");
-    test_open_writable_db();
-    println!("test_open_writable_dbe success...");
-    test_scan_node_property();
-    println!("test_scan_node_property success...");
-    test_scan_edge_property();
-    println!("test_scan_edge_property success...");
-    println!("Finish all tests!");
-}
-
-fn test_insert_raw_node() {
-    let mut graph = TikvProperty::new(
-        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
-        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
-        false,
-    )
-    .unwrap();
-
-    let new_prop = json!({"name":"jack"});
-    let raw_prop = to_vec(&new_prop).unwrap();
-
-    graph.insert_node_raw(0u32, raw_prop).unwrap();
-    let node_property = graph.get_node_property_all(0u32).unwrap();
-
-    assert_eq!(Some(json!({"name":"jack"})), node_property);
-}
-
-fn test_insert_raw_edge() {
-    let mut graph = TikvProperty::new(
-        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
-        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
-        false,
-    )
-    .unwrap();
-
-    let new_prop = json!({"length":"15"});
-    let raw_prop = to_vec(&new_prop).unwrap();
-
-    graph.insert_edge_raw(0u32, 1u32, raw_prop).unwrap();
-    let node_property = graph.get_edge_property_all(0u32, 1u32).unwrap();
-
-    assert_eq!(Some(json!({"length":"15"})), node_property);
-}
-
-fn test_insert_property_node() {
-    let mut graph = TikvProperty::new(
-        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
-        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
-        false,
-    )
-    .unwrap();
-
-    let new_prop = json!({"name":"jack"});
-
-    graph.insert_node_property(0u32, new_prop).unwrap();
-    let node_property = graph.get_node_property_all(0u32).unwrap();
-
-    assert_eq!(Some(json!({"name":"jack"})), node_property);
-}
-
-fn test_insert_property_edge() {
-    let mut graph = TikvProperty::new(
-        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
-        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
-        false,
-    )
-    .unwrap();
-
-    let new_prop = json!({"length":"15"});
-
-    graph.insert_edge_property(0u32, 1u32, new_prop).unwrap();
-    let edge_property = graph.get_edge_property_all(0u32, 1u32).unwrap();
-
-    assert_eq!(Some(json!({"length":"15"})), edge_property);
-}
-
-fn test_extend_raw_node() {
-    let mut graph = TikvProperty::new(
-        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
-        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
-        false,
-    )
-    .unwrap();
-
-    let new_prop = json!({"name":"jack"});
-    let raw_prop = to_vec(&new_prop).unwrap();
-    let raw_properties = vec![(0u32, raw_prop)].into_iter();
-    graph.extend_node_raw(raw_properties).unwrap();
-
-    let node_property = graph.get_node_property_all(0u32).unwrap();
-
-    assert_eq!(Some(json!({"name":"jack"})), node_property);
-}
-
-fn test_extend_raw_edge() {
-    let mut graph = TikvProperty::new(
-        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
-        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
-        false,
-    )
-    .unwrap();
-
-    let new_prop = json!({"length":"15"});
-    let raw_prop = to_vec(&new_prop).unwrap();
-    let raw_properties = vec![((0u32, 1u32), raw_prop)].into_iter();
-    graph.extend_edge_raw(raw_properties).unwrap();
-    let edge_property = graph.get_edge_property_all(0u32, 1u32).unwrap();
-
-    assert_eq!(Some(json!({"length":"15"})), edge_property);
-}
-
-fn test_extend_property_node() {
-    let mut graph = TikvProperty::new(
-        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
-        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
-        false,
-    )
-    .unwrap();
-
-    let new_prop = json!({"name":"jack"});
-
-    let properties = vec![(0u32, new_prop)].into_iter();
-    graph.extend_node_property(properties).unwrap();
-
-    let node_property = graph.get_node_property_all(0u32).unwrap();
-
-    assert_eq!(Some(json!({"name":"jack"})), node_property);
-}
-
-fn test_extend_property_edge() {
-    let mut graph = TikvProperty::new(
-        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
-        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
-        false,
-    )
-    .unwrap();
-
-    let new_prop = json!({"length":"15"});
-
-    let properties = vec![((0u32, 1u32), new_prop)].into_iter();
-    graph.extend_edge_property(properties).unwrap();
-    let edge_property = graph.get_edge_property_all(0u32, 1u32).unwrap();
-
-    assert_eq!(Some(json!({"length":"15"})), edge_property);
-}
-
-fn test_open_existing_db() {
-    {
-        let mut graph0 = TikvProperty::new(
-            Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
-            Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
-            false,
-        )
-        .unwrap();
-
-        graph0
-            .insert_node_property(0u32, json!({"name": "jack"}))
-            .unwrap();
-
-        assert_eq!(
-            graph0.get_node_property_all(0u32).unwrap(),
-            Some(json!({"name": "jack"}))
-        );
-    }
-
-    let graph1 = TikvProperty::open(
-        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
-        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
-        false,
-        true,
-    )
-    .unwrap();
-
-    assert_eq!(
-        graph1.get_node_property_all(0u32).unwrap(),
-        Some(json!({"name": "jack"}))
-    );
-}
-
-fn test_open_writable_db() {
-    {
-        let mut graph0 = TikvProperty::new(
-            Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
-            Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
-            false,
-        )
-        .unwrap();
-
-        graph0
-            .insert_node_property(0u32, json!({"name": "jack"}))
-            .unwrap();
-
-        assert_eq!(
-            graph0.get_node_property_all(0u32).unwrap(),
-            Some(json!({"name": "jack"}))
-        );
-    }
-    let mut graph1 = TikvProperty::open(
-        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
-        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
-        false,
-        false,
-    )
-    .unwrap();
-    graph1
-        .insert_node_property(1u32, json!({"name": "tom"}))
-        .unwrap();
-    assert_eq!(
-        graph1.get_node_property_all(1u32).unwrap(),
-        Some(json!({"name": "tom"}))
-    );
-}
-
-fn test_open_readonly_db() {
-    {
-        let mut graph0 = TikvProperty::new(
-            Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
-            Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
-            false,
-        )
-        .unwrap();
-
-        graph0
-            .insert_node_property(0u32, json!({"name": "jack"}))
-            .unwrap();
-
-        assert_eq!(
-            graph0.get_node_property_all(0u32).unwrap(),
-            Some(json!({"name": "jack"}))
-        );
-    }
-
-    let mut graph1 = TikvProperty::open(
-        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
-        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
-        false,
-        true,
-    )
-    .unwrap();
-    assert_eq!(
-        graph1.get_node_property_all(0u32).unwrap(),
-        Some(json!({"name": "jack"}))
-    );
-
-    let err = graph1
-        .insert_node_property(1u32, json!({"name": "tom"}))
-        .is_err();
-    assert_eq!(err, true);
-}
-
-fn test_scan_node_property() {
-    let mut graph = TikvProperty::new(
-        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
-        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
-        false,
-    )
-    .unwrap();
-
-    graph
-        .insert_node_property(0u32, json!({"name": "jack"}))
-        .unwrap();
-
-    graph
-        .insert_node_property(1u32, json!({"name": "tom"}))
-        .unwrap();
-
-    let mut iter = graph.scan_node_property_all();
-    assert_eq!(
-        (0u32, json!({"name": "jack"})),
-        iter.next().unwrap().unwrap()
-    );
-    assert_eq!(
-        (1u32, json!({"name": "tom"})),
-        iter.next().unwrap().unwrap()
-    );
-}
-
-fn test_scan_edge_property() {
-    let mut graph = TikvProperty::new(
-        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
-        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
-        false,
-    )
-    .unwrap();
-
-    graph
-        .insert_edge_property(0u32, 1u32, json!({"length": "5"}))
-        .unwrap();
-
-    graph
-        .insert_edge_property(1u32, 2u32, json!({"length": "10"}))
-        .unwrap();
-
-    let mut iter = graph.scan_edge_property_all();
-    assert_eq!(
-        ((0u32, 1u32), json!({"length": "5"})),
-        iter.next().unwrap().unwrap()
-    );
-    assert_eq!(
-        ((1u32, 2u32), json!({"length": "10"})),
-        iter.next().unwrap().unwrap()
-    );
-}
diff --git a/how-to-use-tikv.md b/how-to-use-tikv.md
index 7a7c241d..958705f3 100644
--- a/how-to-use-tikv.md
+++ b/how-to-use-tikv.md
@@ -1,6 +1,39 @@
 ## 1. Deploy TiKV
 You can refer to [deploy-tikv](https://github.com/tikv/tikv/blob/master/docs/how-to/deploy/using-binary.md) to easily deploy a TikV cluster on a single machine or on a cluster.
 
+### Example of deploying two Tikv clusters in ECNU cluster
+We can deploy two Tikv clusters on ecnu00(to store node properties) and ecnu01(to store edge properties) respectively: 
+```shell script
+## deploy one Tikv cluster on ecnu00 used as the node properties storage engine
+ssh ecnu00
+cd Shares/tidb-latest-linux-amd64
+./bin/pd-server --name=pd1 --data-dir=pd1 --client-urls="http://192.168.2.2:2379"  --peer-urls="http://192.168.2.2:2380" --initial-cluster="pd1=http://192.168.2.2:2380" --log-file=pd1.log &
+
+./bin/tikv-server --pd-endpoints="192.168.2.2:2379" --addr="192.168.2.2:20160" --data-dir=tikv-ecnu00-1 --log-file=tikv-ecnu00-1.log &
+
+./bin/tikv-server --pd-endpoints="192.168.2.2:2379" --addr="192.168.2.2:20161" --data-dir=tikv-ecnu00-2 --log-file=tikv-ecnu00-2.log &
+
+./bin/tikv-server --pd-endpoints="192.168.2.2:2379" --addr="192.168.2.2:20162" --data-dir=tikv-ecnu00-3 --log-file=tikv-ecnu00-3.log &
+
+## Check tikv-servers' status, if you start them, you should see all the tikv instances with status `Up` 
+./bin/pd-ctl store -d -u http://ecnu00:2379
+
+## deploy one Tikv clusters on ecnu01 used as the edge properties storage engine
+ssh ecnu01
+cd Shares/tidb-latest-linux-amd64
+./bin/pd-server --name=pd2 --data-dir=pd2 --client-urls="http://192.168.2.3:2379"  --peer-urls="http://192.168.2.3:2380" --initial-cluster="pd2=http://192.168.2.3:2380" --log-file=pd2.log &
+
+./bin/tikv-server --pd-endpoints="192.168.2.3:2379" --addr="192.168.2.3:20160" --data-dir=tikv-ecnu01-1 --log-file=tikv-ecnu01-1.log &
+
+./bin/tikv-server --pd-endpoints="192.168.2.3:2379" --addr="192.168.2.3:20161" --data-dir=tikv-ecnu01-2 --log-file=tikv-ecnu01-2.log &
+
+./bin/tikv-server --pd-endpoints="192.168.2.3:2379" --addr="192.168.2.3:20162" --data-dir=tikv-ecnu01-3 --log-file=tikv-ecnu01-3.log &
+
+## Check tikv-servers' status, if you start them, you should see all the tikv instances with status `Up` 
+./bin/pd-ctl store -d -u http://ecnu01:2379
+```
+What's more, you can also deploy the tikv-servers on different machines, the upper example deploys tikv-servers on a single machine.
+
 ## 2. Connect to TiKV Server
 You can add the official [tikv-client](https://github.com/tikv/client-rust) dependency to your `Cargo.toml` file and use it to interact with TiKV:
 ```toml
@@ -16,10 +49,12 @@ edition="2018"
 ```
 Then, you can connect to `TiKV` now. In fact, we connect to pd-server(s) not tikv-server(s), where pd-server is to manage the tikv-server(s) including the meta-data management and load balance, and tikv-server is the K-V storage engine.
 
+Note that this project should be built in Linux or WSL, and you have to type command `rustup default nightly` to use nightly.
+
 Here is an example to connect to `TiKV`:
 
 ```rust
-#![feature(async_await, await_macro)]
+#![feature(async_await)]
 use tikv_client::{raw::Client, Config, Key, KvPair, Result, Value};
 
 const KEY: &str = "TiKV";
@@ -59,7 +94,7 @@ async fn main() -> Result<()> {
 
 Here is another example using our `rust_graph_lib` to store property graph in `TikV`. The properties are in json format.
 ```rust
-#![feature(async_await, await_macro)]
+#![feature(async_await)]
 extern crate rust_graph;
 extern crate serde_json;
 extern crate tikv_client;
@@ -76,13 +111,13 @@ const NODE_PD_SERVER_ADDR: &str = "192.168.2.2:2379";
 const EDGE_PD_SERVER_ADDR: &str = "192.168.2.3:2379";
 
 fn main() {
- let mut graph = TikvProperty::new(
-        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
-        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
-        false,
-    )
-    .unwrap();
-
+     let mut graph = TikvProperty::new(
+            Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+            Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+            false,
+        )
+        .unwrap();
+    // insert node property
     let new_prop = json!({"name":"jack"});
     let raw_prop = to_vec(&new_prop).unwrap();
 
@@ -90,6 +125,15 @@ fn main() {
     let node_property = graph.get_node_property_all(0u32).unwrap();
 
     assert_eq!(Some(json!({"name":"jack"})), node_property);
+    
+    // insert edge property
+    let edge_prop = json!({"length":"15"});
+    let raw_edge_prop = to_vec(&edge_prop).unwrap();
+    
+    graph.insert_edge_raw(0u32, 1u32, raw_edge_prop).unwrap();
+    let edge_property = graph.get_edge_property_all(0u32, 1u32).unwrap();
+    
+    assert_eq!(Some(json!({"length":"15"})), edge_property);
 }
 ```
 

From 911e9783d7a33f7455ed5083252fb7a0f2ce52d9 Mon Sep 17 00:00:00 2001
From: zhengmin <zhengmin.lai@gmail.com>
Date: Mon, 5 Aug 2019 11:01:35 +0800
Subject: [PATCH 343/391] cargo fmt

---
 examples/tikv_rocksdb_test.rs | 16 +++++++++-------
 1 file changed, 9 insertions(+), 7 deletions(-)

diff --git a/examples/tikv_rocksdb_test.rs b/examples/tikv_rocksdb_test.rs
index 4af32c3f..29831fe0 100644
--- a/examples/tikv_rocksdb_test.rs
+++ b/examples/tikv_rocksdb_test.rs
@@ -21,15 +21,15 @@
 
 extern crate rust_graph;
 extern crate serde_json;
-extern crate tikv_client;
 extern crate tempdir;
+extern crate tikv_client;
 
-use rust_graph::property::tikv_property::*;
 use rust_graph::property::rocks_property::*;
+use rust_graph::property::tikv_property::*;
 use rust_graph::property::PropertyGraph;
 use serde_json::{json, to_vec};
-use tikv_client::Config;
 use std::time::Instant;
+use tikv_client::Config;
 
 const NODE_PD_SERVER_ADDR: &str = "192.168.2.2:2379";
 const EDGE_PD_SERVER_ADDR: &str = "192.168.2.3:2379";
@@ -223,7 +223,7 @@ fn time_tikv_get_node_property_all() {
             Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
             false,
         )
-            .unwrap();
+        .unwrap();
 
         graph0
             .insert_node_property(0u32, json!({"name": "jack"}))
@@ -240,7 +240,8 @@ fn time_tikv_get_node_property_all() {
         Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
         false,
         true,
-    ).unwrap();
+    )
+    .unwrap();
 
     let start = Instant::now();
     for _ in 0..100_000 {
@@ -263,7 +264,7 @@ fn time_tikv_get_edge_property_all() {
             Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
             false,
         )
-            .unwrap();
+        .unwrap();
 
         graph0
             .insert_edge_property(0u32, 1u32, json!({"name": "jack"}))
@@ -280,7 +281,8 @@ fn time_tikv_get_edge_property_all() {
         Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
         false,
         true,
-    ).unwrap();
+    )
+    .unwrap();
 
     let start = Instant::now();
     for _ in 0..100_000 {

From 5c07b5be8d01e19dc5d798eaafa0fd347e81c367 Mon Sep 17 00:00:00 2001
From: shl <shl5133@icloud.com>
Date: Mon, 5 Aug 2019 14:53:45 +0800
Subject: [PATCH 344/391] update readme

---
 bench-tikv-rocksdb.md         | 17 +++++++
 examples/tikv_rocksdb_test.rs | 87 +++++++++++++++++------------------
 2 files changed, 58 insertions(+), 46 deletions(-)
 create mode 100644 bench-tikv-rocksdb.md

diff --git a/bench-tikv-rocksdb.md b/bench-tikv-rocksdb.md
new file mode 100644
index 00000000..c35ef26f
--- /dev/null
+++ b/bench-tikv-rocksdb.md
@@ -0,0 +1,17 @@
+## Benchmark TiKV and Rocksdb on a single machine
+
+## Single insert raw node/edge property operation 
+|    TikV     |     Rocksdb   |
+|------------ |---------------|
+|   90~100ms  |     55ms      |
+
+## Extend one raw node/edge property operation
+|  TikV  |    Rocksdb    |
+|--------|---------------|
+|  0.9ms |    0.8ms      |
+
+## Get node/edge property(all) operation
+|  TikV  |    Rocksdb    |
+|--------|---------------|
+|  5~6ms |    4~5ms      |
+
diff --git a/examples/tikv_rocksdb_test.rs b/examples/tikv_rocksdb_test.rs
index 29831fe0..a574b49e 100644
--- a/examples/tikv_rocksdb_test.rs
+++ b/examples/tikv_rocksdb_test.rs
@@ -103,7 +103,7 @@ fn time_tikv_insert_raw_node() {
     .unwrap();
 
     let mut raw_props = Vec::new();
-    for i in 0..100_000 {
+    for i in 0..100u32 {
         let key = i.to_string();
         let value = (i + 1).to_string();
         let new_prop = json!({ key: value });
@@ -112,16 +112,16 @@ fn time_tikv_insert_raw_node() {
     }
 
     let start = Instant::now();
-    for i in 0..100_000 {
+    for i in 0..100 {
         graph.insert_node_raw(i, raw_props[i].clone()).unwrap();
     }
     let duration = start.elapsed();
     let total_time = duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9;
 
     println!(
-        "Finished 100_000 tikv node property insertion in {} seconds, and it takes {}s per insertion.",
+        "Finished 100 tikv node property insertion in {} seconds, and it takes {}s per insertion.",
         total_time,
-        total_time / 100_000f64
+        total_time / 100f64
     );
 }
 
@@ -134,7 +134,7 @@ fn time_tikv_insert_raw_edge() {
     .unwrap();
 
     let mut raw_props = Vec::new();
-    for i in 0..100_000 {
+    for i in 0..100u32 {
         let key = i.to_string();
         let value = (i + 1).to_string();
         let new_prop = json!({ key: value });
@@ -143,7 +143,7 @@ fn time_tikv_insert_raw_edge() {
     }
 
     let start = Instant::now();
-    for i in 0..100_000 {
+    for i in 0..100 {
         graph
             .insert_edge_raw(i, i + 1, raw_props[i].clone())
             .unwrap();
@@ -152,9 +152,9 @@ fn time_tikv_insert_raw_edge() {
     let total_time = duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9;
 
     println!(
-        "Finished 100_000 tikv edge property insertion in {} seconds, and it takes {}s per insertion.",
+        "Finished 100 tikv edge property insertion in {} seconds, and it takes {}s per insertion.",
         total_time,
-        total_time / 100_000f64
+        total_time / 100f64
     );
 }
 
@@ -167,7 +167,7 @@ fn time_tikv_extend_raw_node() {
     .unwrap();
 
     let mut raw_props = Vec::new();
-    for i in 0..100_000u32 {
+    for i in 0..100u32 {
         let key = i.to_string();
         let value = (i + 1).to_string();
         let new_prop = json!({ key: value });
@@ -181,9 +181,9 @@ fn time_tikv_extend_raw_node() {
     let total_time = duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9;
 
     println!(
-        "Finished 100_000 tikv node property extension in {} seconds, and it takes {}s per extension.",
+        "Finished 100 tikv node property extension in {} seconds, and it takes {}s per extension.",
         total_time,
-        total_time / 100_000f64
+        total_time / 100f64
     );
 }
 
@@ -196,7 +196,7 @@ fn time_tikv_extend_raw_edge() {
     .unwrap();
 
     let mut raw_props = Vec::new();
-    for i in 0..100_000u32 {
+    for i in 0..100u32 {
         let key = i.to_string();
         let value = (i + 1).to_string();
         let new_prop = json!({ key: value });
@@ -210,9 +210,9 @@ fn time_tikv_extend_raw_edge() {
     let total_time = duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9;
 
     println!(
-        "Finished 100_000 tikv edge property extension in {} seconds, and it takes {}s per extension.",
+        "Finished 100 tikv edge property extension in {} seconds, and it takes {}s per extension.",
         total_time,
-        total_time / 100_000f64
+        total_time / 100f64
     );
 }
 
@@ -244,16 +244,14 @@ fn time_tikv_get_node_property_all() {
     .unwrap();
 
     let start = Instant::now();
-    for _ in 0..100_000 {
-        graph1.get_node_property_all(0u32).unwrap();
-    }
+    graph1.get_node_property_all(0u32).unwrap();
+
     let duration = start.elapsed();
     let total_time = duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9;
 
     println!(
-        "Finished 100_000 times tikv_get_node_property_all() in {} seconds, and it takes {}s per get operation.",
-        total_time,
-        total_time / 100_000f64
+        "Finished tikv_get_node_property_all() in {} seconds",
+        total_time
     );
 }
 
@@ -285,16 +283,13 @@ fn time_tikv_get_edge_property_all() {
     .unwrap();
 
     let start = Instant::now();
-    for _ in 0..100_000 {
-        graph1.get_edge_property_all(0u32, 1u32).unwrap();
-    }
+    graph1.get_edge_property_all(0u32, 1u32).unwrap();
     let duration = start.elapsed();
     let total_time = duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9;
 
     println!(
-        "Finished 100_000 times tikv_get_edge_property_all() in {} seconds, and it takes {}s per get operation.",
-        total_time,
-        total_time / 100_000f64
+        "Finished tikv_get_edge_property_all() in {} seconds",
+        total_time
     );
 }
 
@@ -308,7 +303,7 @@ fn time_rocksdb_insert_raw_node() {
     let mut graph = RocksProperty::new(node_path, edge_path, false).unwrap();
 
     let mut raw_props = Vec::new();
-    for i in 0..100_000 {
+    for i in 0..100u32 {
         let key = i.to_string();
         let value = (i + 1).to_string();
         let new_prop = json!({ key: value });
@@ -317,16 +312,16 @@ fn time_rocksdb_insert_raw_node() {
     }
 
     let start = Instant::now();
-    for i in 0..100_000 {
+    for i in 0..100 {
         graph.insert_node_raw(i, raw_props[i].clone()).unwrap();
     }
     let duration = start.elapsed();
     let total_time = duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9;
 
     println!(
-        "Finished 100_000 rocksdb node property insertion in {} seconds, and it takes {}s per insertion.",
+        "Finished 100 rocksdb node property insertion in {} seconds, and it takes {}s per insertion.",
         total_time,
-        total_time / 100_000f64
+        total_time / 100f64
     );
 }
 
@@ -340,7 +335,7 @@ fn time_rocksdb_insert_raw_edge() {
     let mut graph = RocksProperty::new(node_path, edge_path, false).unwrap();
 
     let mut raw_props = Vec::new();
-    for i in 0..100_000 {
+    for i in 0..100u32 {
         let key = i.to_string();
         let value = (i + 1).to_string();
         let new_prop = json!({ key: value });
@@ -349,7 +344,7 @@ fn time_rocksdb_insert_raw_edge() {
     }
 
     let start = Instant::now();
-    for i in 0..100_000 {
+    for i in 0..100 {
         graph
             .insert_edge_raw(i, i + 1, raw_props[i].clone())
             .unwrap();
@@ -358,9 +353,9 @@ fn time_rocksdb_insert_raw_edge() {
     let total_time = duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9;
 
     println!(
-        "Finished 100_000 rocksdb edge property insertion in {} seconds, and it takes {}s per insertion.",
+        "Finished 100 rocksdb edge property insertion in {} seconds, and it takes {}s per insertion.",
         total_time,
-        total_time / 100_000f64
+        total_time / 100f64
     );
 }
 
@@ -374,7 +369,7 @@ fn time_rocksdb_extend_raw_node() {
     let mut graph = RocksProperty::new(node_path, edge_path, false).unwrap();
 
     let mut raw_props = Vec::new();
-    for i in 0..100_000u32 {
+    for i in 0..100u32 {
         let key = i.to_string();
         let value = (i + 1).to_string();
         let new_prop = json!({ key: value });
@@ -388,9 +383,9 @@ fn time_rocksdb_extend_raw_node() {
     let total_time = duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9;
 
     println!(
-        "Finished 100_000 rocksdb node property extension in {} seconds, and it takes {}s per extension.",
+        "Finished 100 rocksdb node property extension in {} seconds, and it takes {}s per extension.",
         total_time,
-        total_time / 100_000f64
+        total_time / 100f64
     );
 }
 
@@ -404,7 +399,7 @@ fn time_rocksdb_extend_raw_edge() {
     let mut graph = RocksProperty::new(node_path, edge_path, false).unwrap();
 
     let mut raw_props = Vec::new();
-    for i in 0..100_000u32 {
+    for i in 0..100u32 {
         let key = i.to_string();
         let value = (i + 1).to_string();
         let new_prop = json!({ key: value });
@@ -418,9 +413,9 @@ fn time_rocksdb_extend_raw_edge() {
     let total_time = duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9;
 
     println!(
-        "Finished 100_000 rocksdb edge property extension in {} seconds, and it takes {}s per extension.",
+        "Finished 100 rocksdb edge property extension in {} seconds, and it takes {}s per extension.",
         total_time,
-        total_time / 100_000f64
+        total_time / 100f64
     );
 }
 
@@ -446,16 +441,16 @@ fn time_rocksdb_get_node_property_all() {
     let graph1 = RocksProperty::open(node_path, edge_path, false, true).unwrap();
 
     let start = Instant::now();
-    for _ in 0..100_000 {
+    for _ in 0..1000 {
         graph1.get_node_property_all(0u32).unwrap();
     }
     let duration = start.elapsed();
     let total_time = duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9;
 
     println!(
-        "Finished 100_000 times rocksdb_get_node_property_all() in {} seconds, and it takes {}s per get operation.",
+        "Finished 1000 times rocksdb_get_node_property_all() in {} seconds, and it takes {}s per get operation.",
         total_time,
-        total_time / 100_000f64
+        total_time / 1000f64
     );
 }
 
@@ -481,16 +476,16 @@ fn time_rocksdb_get_edge_property_all() {
     let graph1 = RocksProperty::open(node_path, edge_path, false, true).unwrap();
 
     let start = Instant::now();
-    for _ in 0..100_000 {
+    for _ in 0..1000 {
         graph1.get_edge_property_all(0u32, 1u32).unwrap();
     }
     let duration = start.elapsed();
     let total_time = duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9;
 
     println!(
-        "Finished 100_000 times rocksdb_get_edge_property_all() in {} seconds, and it takes {}s per get operation.",
+        "Finished 1000 times rocksdb_get_edge_property_all() in {} seconds, and it takes {}s per get operation.",
         total_time,
-        total_time / 100_000f64
+        total_time / 1000f64
     );
 }
 

From 235b4cad9b7ec16dd1f004e0e598ca59a62f36a8 Mon Sep 17 00:00:00 2001
From: shl <shl5133@icloud.com>
Date: Mon, 5 Aug 2019 15:30:25 +0800
Subject: [PATCH 345/391] update bench-tikv-rocksdb.mc

---
 bench-tikv-rocksdb.md         | 35 ++++++++++++++++++++++++++++-------
 examples/tikv_rocksdb_test.rs | 22 ++++++++--------------
 2 files changed, 36 insertions(+), 21 deletions(-)

diff --git a/bench-tikv-rocksdb.md b/bench-tikv-rocksdb.md
index c35ef26f..2b23e279 100644
--- a/bench-tikv-rocksdb.md
+++ b/bench-tikv-rocksdb.md
@@ -1,17 +1,38 @@
-## Benchmark TiKV and Rocksdb on a single machine
+## Benchmark TiKV and Rocksdb
 
-## Single insert raw node/edge property operation 
+## 1. Benchmark TiKV and Rocksdb on a single machine
+I have deployed two pd-servers and each pd-server manages one tikv-server.
+
+### Insert raw node/edge property operation 
 |    TikV     |     Rocksdb   |
 |------------ |---------------|
-|   90~100ms  |     55ms      |
+|     34ms    |     55ms      |
 
-## Extend one raw node/edge property operation
+### Extend one raw node/edge property operation
 |  TikV  |    Rocksdb    |
 |--------|---------------|
-|  0.9ms |    0.8ms      |
+|  0.25ms |    0.7ms     |
 
-## Get node/edge property(all) operation
+### Get node/edge property(all) operation
 |  TikV  |    Rocksdb    |
 |--------|---------------|
-|  5~6ms |    4~5ms      |
+|  5~6ms |    0.03ms     |
+
+## 2. Benchmark TiKV on a cluster
+I have deployed two pd-servers and each pd-server manages four tikv-servers(totally there are two pd-servers and eight tikv-servers and they are all on different machines).
+
+### Insert raw node/edge property operation 
+|    TikV     |   
+|------------ |
+|     90ms    | 
+
+## Extend one raw node/edge property operation
+|  TikV  |
+|--------|
+|  0.9ms | 
+
+### Get node/edge property(all) operation
+|  TikV  |
+|--------|
+|  4~5ms |
 
diff --git a/examples/tikv_rocksdb_test.rs b/examples/tikv_rocksdb_test.rs
index a574b49e..33781b83 100644
--- a/examples/tikv_rocksdb_test.rs
+++ b/examples/tikv_rocksdb_test.rs
@@ -32,7 +32,7 @@ use std::time::Instant;
 use tikv_client::Config;
 
 const NODE_PD_SERVER_ADDR: &str = "192.168.2.2:2379";
-const EDGE_PD_SERVER_ADDR: &str = "192.168.2.3:2379";
+const EDGE_PD_SERVER_ADDR: &str = "192.168.2.7:2379";
 
 fn main() {
     println!("Testing tikv...");
@@ -57,7 +57,7 @@ fn main() {
     test_open_readonly_db();
     println!("test_open_readonly_db success...");
     test_open_writable_db();
-    println!("test_open_writable_dbe success...");
+    println!("test_open_writable_db success...");
     test_scan_node_property();
     println!("test_scan_node_property success...");
     test_scan_edge_property();
@@ -441,16 +441,13 @@ fn time_rocksdb_get_node_property_all() {
     let graph1 = RocksProperty::open(node_path, edge_path, false, true).unwrap();
 
     let start = Instant::now();
-    for _ in 0..1000 {
-        graph1.get_node_property_all(0u32).unwrap();
-    }
+    graph1.get_node_property_all(0u32).unwrap();
     let duration = start.elapsed();
     let total_time = duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9;
 
     println!(
-        "Finished 1000 times rocksdb_get_node_property_all() in {} seconds, and it takes {}s per get operation.",
-        total_time,
-        total_time / 1000f64
+        "Finished rocksdb_get_node_property_all() in {} seconds.",
+        total_time
     );
 }
 
@@ -476,16 +473,13 @@ fn time_rocksdb_get_edge_property_all() {
     let graph1 = RocksProperty::open(node_path, edge_path, false, true).unwrap();
 
     let start = Instant::now();
-    for _ in 0..1000 {
-        graph1.get_edge_property_all(0u32, 1u32).unwrap();
-    }
+    graph1.get_edge_property_all(0u32, 1u32).unwrap();
     let duration = start.elapsed();
     let total_time = duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9;
 
     println!(
-        "Finished 1000 times rocksdb_get_edge_property_all() in {} seconds, and it takes {}s per get operation.",
-        total_time,
-        total_time / 1000f64
+        "Finished rocksdb_get_edge_property_all() in {} seconds.",
+        total_time
     );
 }
 

From 2a1bbbae89ef2fcef3ac8182f4a21300e553d7c0 Mon Sep 17 00:00:00 2001
From: zhengmin <zhengmin.lai@gmail.com>
Date: Mon, 5 Aug 2019 15:38:05 +0800
Subject: [PATCH 346/391] small fix

---
 bench-tikv-rocksdb.md | 76 +++++++++++++++++++++----------------------
 1 file changed, 38 insertions(+), 38 deletions(-)

diff --git a/bench-tikv-rocksdb.md b/bench-tikv-rocksdb.md
index 2b23e279..c0f5e6aa 100644
--- a/bench-tikv-rocksdb.md
+++ b/bench-tikv-rocksdb.md
@@ -1,38 +1,38 @@
-## Benchmark TiKV and Rocksdb
-
-## 1. Benchmark TiKV and Rocksdb on a single machine
-I have deployed two pd-servers and each pd-server manages one tikv-server.
-
-### Insert raw node/edge property operation 
-|    TikV     |     Rocksdb   |
-|------------ |---------------|
-|     34ms    |     55ms      |
-
-### Extend one raw node/edge property operation
-|  TikV  |    Rocksdb    |
-|--------|---------------|
-|  0.25ms |    0.7ms     |
-
-### Get node/edge property(all) operation
-|  TikV  |    Rocksdb    |
-|--------|---------------|
-|  5~6ms |    0.03ms     |
-
-## 2. Benchmark TiKV on a cluster
-I have deployed two pd-servers and each pd-server manages four tikv-servers(totally there are two pd-servers and eight tikv-servers and they are all on different machines).
-
-### Insert raw node/edge property operation 
-|    TikV     |   
-|------------ |
-|     90ms    | 
-
-## Extend one raw node/edge property operation
-|  TikV  |
-|--------|
-|  0.9ms | 
-
-### Get node/edge property(all) operation
-|  TikV  |
-|--------|
-|  4~5ms |
-
+# Benchmark TiKV and Rocksdb
+
+## 1. Benchmark TiKV and Rocksdb on a single machine
+I have deployed two pd-servers and each pd-server manages one tikv-server.
+
+### Insert raw node/edge property operation 
+|    TikV     |     Rocksdb   |
+|------------ |---------------|
+|     34ms    |     55ms      |
+
+### Extend one raw node/edge property operation
+|  TikV  |    Rocksdb    |
+|--------|---------------|
+|  0.25ms |    0.7ms     |
+
+### Get node/edge property(all) operation
+|  TikV  |    Rocksdb    |
+|--------|---------------|
+|  5~6ms |    0.03ms     |
+
+## 2. Benchmark TiKV on a cluster
+I have deployed two pd-servers and each pd-server manages four tikv-servers(totally there are two pd-servers and eight tikv-servers and they are all on different machines).
+
+### Insert raw node/edge property operation 
+|    TikV     |   
+|------------ |
+|     90ms    | 
+
+### Extend one raw node/edge property operation
+|  TikV  |
+|--------|
+|  0.9ms | 
+
+### Get node/edge property(all) operation
+|  TikV  |
+|--------|
+|  4~5ms |
+

From 8efc27d75a4fc50cf1db399c2f6feb61db48021b Mon Sep 17 00:00:00 2001
From: zhengmin <zhengmin.lai@gmail.com>
Date: Mon, 5 Aug 2019 17:20:39 +0800
Subject: [PATCH 347/391] fix some problems in tikv_rocksdb_test

---
 bench-tikv-rocksdb.md         |  24 +++---
 examples/tikv_rocksdb_test.rs | 140 +++++++++++++---------------------
 2 files changed, 66 insertions(+), 98 deletions(-)

diff --git a/bench-tikv-rocksdb.md b/bench-tikv-rocksdb.md
index c0f5e6aa..09360d75 100644
--- a/bench-tikv-rocksdb.md
+++ b/bench-tikv-rocksdb.md
@@ -4,17 +4,19 @@
 I have deployed two pd-servers and each pd-server manages one tikv-server.
 
 ### Insert raw node/edge property operation 
-|    TikV     |     Rocksdb   |
+|    TiKV     |     Rocksdb   |
 |------------ |---------------|
-|     34ms    |     55ms      |
+|     34ms    |     55~76ms   |
 
 ### Extend one raw node/edge property operation
-|  TikV  |    Rocksdb    |
-|--------|---------------|
-|  0.25ms |    0.7ms     |
+|  TiKV   |    Rocksdb      |
+|---------|-----------------|
+|  0.25ms |    0.4~0.7ms    |
 
 ### Get node/edge property(all) operation
-|  TikV  |    Rocksdb    |
+Note that this is not a fair comparison because the Rocksdb's `get` operation in `rust_graph_lib` is simply fetch k-v from memory(it reads all k-v pairs into memory when connecting to it) while `TiKV` needs to connect to pd-server and reads data from disk into memory to return it.
+
+|  TiKV  |    Rocksdb    |
 |--------|---------------|
 |  5~6ms |    0.03ms     |
 
@@ -22,17 +24,17 @@ I have deployed two pd-servers and each pd-server manages one tikv-server.
 I have deployed two pd-servers and each pd-server manages four tikv-servers(totally there are two pd-servers and eight tikv-servers and they are all on different machines).
 
 ### Insert raw node/edge property operation 
-|    TikV     |   
+|    TiKV     |   
 |------------ |
 |     90ms    | 
 
 ### Extend one raw node/edge property operation
-|  TikV  |
-|--------|
-|  0.9ms | 
+|    TiKV    |
+|------------|
+|  0.6~0.9ms | 
 
 ### Get node/edge property(all) operation
-|  TikV  |
+|  TiKV  |
 |--------|
 |  4~5ms |
 
diff --git a/examples/tikv_rocksdb_test.rs b/examples/tikv_rocksdb_test.rs
index 33781b83..1310a0dc 100644
--- a/examples/tikv_rocksdb_test.rs
+++ b/examples/tikv_rocksdb_test.rs
@@ -63,7 +63,7 @@ fn main() {
     test_scan_edge_property();
     println!("test_scan_edge_property success...");
 
-    println!("Testing tikv time ...");
+    println!("\nTesting tikv time ...");
 
     println!("Test tikv_insert_raw_node time...");
     time_tikv_insert_raw_node();
@@ -119,9 +119,9 @@ fn time_tikv_insert_raw_node() {
     let total_time = duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9;
 
     println!(
-        "Finished 100 tikv node property insertion in {} seconds, and it takes {}s per insertion.",
+        "Finished 100 tikv node property insertion in {} seconds, and it takes {}ms per insertion.",
         total_time,
-        total_time / 100f64
+        total_time * 10f64
     );
 }
 
@@ -152,9 +152,9 @@ fn time_tikv_insert_raw_edge() {
     let total_time = duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9;
 
     println!(
-        "Finished 100 tikv edge property insertion in {} seconds, and it takes {}s per insertion.",
+        "Finished 100 tikv edge property insertion in {} seconds, and it takes {}ms per insertion.",
         total_time,
-        total_time / 100f64
+        total_time * 10f64
     );
 }
 
@@ -181,9 +181,9 @@ fn time_tikv_extend_raw_node() {
     let total_time = duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9;
 
     println!(
-        "Finished 100 tikv node property extension in {} seconds, and it takes {}s per extension.",
+        "Finished 100 tikv node property extension in {} seconds, and it takes {}ms per extension.",
         total_time,
-        total_time / 100f64
+        total_time * 10f64
     );
 }
 
@@ -210,86 +210,69 @@ fn time_tikv_extend_raw_edge() {
     let total_time = duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9;
 
     println!(
-        "Finished 100 tikv edge property extension in {} seconds, and it takes {}s per extension.",
+        "Finished 100 tikv edge property extension in {} seconds, and it takes {}ms per extension.",
         total_time,
-        total_time / 100f64
+        total_time * 10f64
     );
 }
 
 fn time_tikv_get_node_property_all() {
-    {
-        let mut graph0 = TikvProperty::new(
-            Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
-            Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
-            false,
-        )
-        .unwrap();
-
-        graph0
-            .insert_node_property(0u32, json!({"name": "jack"}))
-            .unwrap();
-
-        assert_eq!(
-            graph0.get_node_property_all(0u32).unwrap(),
-            Some(json!({"name": "jack"}))
-        );
-    }
-
-    let graph1 = TikvProperty::open(
+    let mut graph0 = TikvProperty::new(
         Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
         Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
         false,
-        true,
     )
     .unwrap();
 
-    let start = Instant::now();
-    graph1.get_node_property_all(0u32).unwrap();
+    let mut raw_props = Vec::new();
+    for i in 0..100u32 {
+        let key = i.to_string();
+        let value = (i + 1).to_string();
+        let new_prop = json!({ key: value });
+        let raw_prop = to_vec(&new_prop).unwrap();
+        raw_props.extend(vec![(i, raw_prop)]);
+    }
+
+    graph0.extend_node_raw(raw_props.into_iter()).unwrap();
 
+    let start = Instant::now();
+    graph0.get_node_property_all(0u32).unwrap();
     let duration = start.elapsed();
     let total_time = duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9;
 
     println!(
-        "Finished tikv_get_node_property_all() in {} seconds",
-        total_time
+        "Finished tikv_get_node_property_all() in {}ms",
+        total_time * 1000f64
     );
 }
 
 fn time_tikv_get_edge_property_all() {
-    {
-        let mut graph0 = TikvProperty::new(
-            Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
-            Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
-            false,
-        )
-        .unwrap();
-
-        graph0
-            .insert_edge_property(0u32, 1u32, json!({"name": "jack"}))
-            .unwrap();
-
-        assert_eq!(
-            graph0.get_edge_property_all(0u32, 1u32).unwrap(),
-            Some(json!({"name": "jack"}))
-        );
-    }
-
-    let graph1 = TikvProperty::open(
+    let mut graph0 = TikvProperty::new(
         Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
         Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
         false,
-        true,
     )
     .unwrap();
 
+    let mut raw_props = Vec::new();
+    for i in 0..100u32 {
+        let key = i.to_string();
+        let value = (i + 1).to_string();
+        let new_prop = json!({ key: value });
+        let raw_prop = to_vec(&new_prop).unwrap();
+        raw_props.extend(vec![((i, i + 1), raw_prop)]);
+    }
+
+    graph0.extend_edge_raw(raw_props.into_iter()).unwrap();
+
     let start = Instant::now();
-    graph1.get_edge_property_all(0u32, 1u32).unwrap();
+    graph0.get_edge_property_all(0u32, 1u32).unwrap();
     let duration = start.elapsed();
     let total_time = duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9;
 
     println!(
-        "Finished tikv_get_edge_property_all() in {} seconds",
-        total_time
+        "Finished tikv_get_edge_property_all() in {}ms",
+        total_time * 1000f64
     );
 }
 
@@ -319,9 +302,9 @@ fn time_rocksdb_insert_raw_node() {
     let total_time = duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9;
 
     println!(
-        "Finished 100 rocksdb node property insertion in {} seconds, and it takes {}s per insertion.",
+        "Finished 100 rocksdb node property insertion in {} seconds, and it takes {}ms per insertion.",
         total_time,
-        total_time / 100f64
+        total_time * 10f64
     );
 }
 
@@ -353,9 +336,9 @@ fn time_rocksdb_insert_raw_edge() {
     let total_time = duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9;
 
     println!(
-        "Finished 100 rocksdb edge property insertion in {} seconds, and it takes {}s per insertion.",
+        "Finished 100 rocksdb edge property insertion in {} seconds, and it takes {}ms per insertion.",
         total_time,
-        total_time / 100f64
+        total_time * 10f64
     );
 }
 
@@ -366,8 +349,6 @@ fn time_rocksdb_extend_raw_node() {
     let node_path = node.path();
     let edge_path = edge.path();
 
-    let mut graph = RocksProperty::new(node_path, edge_path, false).unwrap();
-
     let mut raw_props = Vec::new();
     for i in 0..100u32 {
         let key = i.to_string();
@@ -376,6 +357,7 @@ fn time_rocksdb_extend_raw_node() {
         let raw_prop = to_vec(&new_prop).unwrap();
         raw_props.extend(vec![(i, raw_prop)]);
     }
+    let mut graph = RocksProperty::new(node_path, edge_path, false).unwrap();
 
     let start = Instant::now();
     graph.extend_node_raw(raw_props.into_iter()).unwrap();
@@ -383,9 +365,9 @@ fn time_rocksdb_extend_raw_node() {
     let total_time = duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9;
 
     println!(
-        "Finished 100 rocksdb node property extension in {} seconds, and it takes {}s per extension.",
+        "Finished 100 rocksdb node property extension in {} seconds, and it takes {}ms per extension.",
         total_time,
-        total_time / 100f64
+        total_time * 10f64
     );
 }
 
@@ -396,8 +378,6 @@ fn time_rocksdb_extend_raw_edge() {
     let node_path = node.path();
     let edge_path = edge.path();
 
-    let mut graph = RocksProperty::new(node_path, edge_path, false).unwrap();
-
     let mut raw_props = Vec::new();
     for i in 0..100u32 {
         let key = i.to_string();
@@ -406,6 +386,7 @@ fn time_rocksdb_extend_raw_edge() {
         let raw_prop = to_vec(&new_prop).unwrap();
         raw_props.extend(vec![((i, i + 1), raw_prop)]);
     }
+    let mut graph = RocksProperty::new(node_path, edge_path, false).unwrap();
 
     let start = Instant::now();
     graph.extend_edge_raw(raw_props.into_iter()).unwrap();
@@ -413,9 +394,9 @@ fn time_rocksdb_extend_raw_edge() {
     let total_time = duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9;
 
     println!(
-        "Finished 100 rocksdb edge property extension in {} seconds, and it takes {}s per extension.",
+        "Finished 100 rocksdb edge property extension in {} seconds, and it takes {}ms per extension.",
         total_time,
-        total_time / 100f64
+        total_time * 10f64
     );
 }
 
@@ -425,19 +406,12 @@ fn time_rocksdb_get_node_property_all() {
 
     let node_path = node.path();
     let edge_path = edge.path();
-
     {
         let mut graph0 = RocksProperty::new(node_path, edge_path, false).unwrap();
         graph0
             .insert_node_property(0u32, json!({"name": "jack"}))
             .unwrap();
-
-        assert_eq!(
-            graph0.get_node_property_all(0u32).unwrap(),
-            Some(json!({"name": "jack"}))
-        );
     }
-
     let graph1 = RocksProperty::open(node_path, edge_path, false, true).unwrap();
 
     let start = Instant::now();
@@ -446,8 +420,8 @@ fn time_rocksdb_get_node_property_all() {
     let total_time = duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9;
 
     println!(
-        "Finished rocksdb_get_node_property_all() in {} seconds.",
-        total_time
+        "Finished rocksdb_get_node_property_all() in {}ms.",
+        total_time * 1000f64
     );
 }
 
@@ -459,27 +433,19 @@ fn time_rocksdb_get_edge_property_all() {
     let edge_path = edge.path();
     {
         let mut graph0 = RocksProperty::new(node_path, edge_path, false).unwrap();
-
         graph0
             .insert_edge_property(0u32, 1u32, json!({"name": "jack"}))
             .unwrap();
-
-        assert_eq!(
-            graph0.get_edge_property_all(0u32, 1u32).unwrap(),
-            Some(json!({"name": "jack"}))
-        );
     }
-
     let graph1 = RocksProperty::open(node_path, edge_path, false, true).unwrap();
-
     let start = Instant::now();
     graph1.get_edge_property_all(0u32, 1u32).unwrap();
     let duration = start.elapsed();
     let total_time = duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9;
 
     println!(
-        "Finished rocksdb_get_edge_property_all() in {} seconds.",
-        total_time
+        "Finished rocksdb_get_edge_property_all() in {}ms.",
+        total_time * 1000f64
     );
 }
 

From 9a676a2d019d37711e8ee18c0b7a7b40fe5562cf Mon Sep 17 00:00:00 2001
From: zhengmin <zhengmin.lai@gmail.com>
Date: Mon, 5 Aug 2019 17:32:47 +0800
Subject: [PATCH 348/391] update readme

---
 bench-tikv-rocksdb.md | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/bench-tikv-rocksdb.md b/bench-tikv-rocksdb.md
index 09360d75..a9fd8226 100644
--- a/bench-tikv-rocksdb.md
+++ b/bench-tikv-rocksdb.md
@@ -20,6 +20,8 @@ Note that this is not a fair comparison because the Rocksdb's `get` operation in
 |--------|---------------|
 |  5~6ms |    0.03ms     |
 
+With the connection time and reading all kv pairs into memory time counted in, the single get operation for rocksdb is actually around `105ms`.
+
 ## 2. Benchmark TiKV on a cluster
 I have deployed two pd-servers and each pd-server manages four tikv-servers(totally there are two pd-servers and eight tikv-servers and they are all on different machines).
 

From 0ddb92dfde3defd0cd1f914b2667cbf336f4307c Mon Sep 17 00:00:00 2001
From: zhengmin <zhengmin.lai@gmail.com>
Date: Tue, 6 Aug 2019 15:31:37 +0800
Subject: [PATCH 349/391] batch get

---
 examples/tikv_rocksdb_test.rs | 36 +++++++++++++++++++++++++++++++++--
 src/property/tikv_property.rs | 31 +++++++++++++++++++++++++++++-
 2 files changed, 64 insertions(+), 3 deletions(-)

diff --git a/examples/tikv_rocksdb_test.rs b/examples/tikv_rocksdb_test.rs
index 1310a0dc..fc492a52 100644
--- a/examples/tikv_rocksdb_test.rs
+++ b/examples/tikv_rocksdb_test.rs
@@ -18,7 +18,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-
+#![feature(async_await)]
 extern crate rust_graph;
 extern crate serde_json;
 extern crate tempdir;
@@ -29,7 +29,7 @@ use rust_graph::property::tikv_property::*;
 use rust_graph::property::PropertyGraph;
 use serde_json::{json, to_vec};
 use std::time::Instant;
-use tikv_client::Config;
+use tikv_client::{Config, KvPair, raw::Client};
 
 const NODE_PD_SERVER_ADDR: &str = "192.168.2.2:2379";
 const EDGE_PD_SERVER_ADDR: &str = "192.168.2.7:2379";
@@ -92,6 +92,38 @@ fn main() {
     time_rocksdb_get_node_property_all();
     println!("Test rocksdb_get_edge_property_all time...");
     time_rocksdb_get_edge_property_all();
+
+    time_tikv_batch_get();
+}
+
+fn time_tikv_batch_get() {
+    let mut graph = TikvProperty::new(
+        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+        false,
+    )
+        .unwrap();
+
+    let mut raw_props = Vec::new();
+    for i in 0..1000u32 {
+        let key = i.to_string();
+        let value = (i + 1).to_string();
+        let new_prop = json!({ key: value });
+        let raw_prop = to_vec(&new_prop).unwrap();
+        raw_props.extend(vec![(i, raw_prop)]);
+    }
+    graph.extend_node_raw(raw_props.into_iter()).unwrap();
+
+    let keys = (0..1000).into_vec();
+    let start = Instant::now();
+    graph.batch_get_property_all(keys, true);
+    let duration = start.elapsed();
+    let total_time = duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9;
+    println!(
+        "Finished 1000 tikv node property batch get in {} seconds, and it takes {}ms per get.",
+        total_time,
+        total_time
+    );
 }
 
 fn time_tikv_insert_raw_node() {
diff --git a/src/property/tikv_property.rs b/src/property/tikv_property.rs
index f1b1773e..f4362362 100644
--- a/src/property/tikv_property.rs
+++ b/src/property/tikv_property.rs
@@ -142,7 +142,7 @@ impl TikvProperty {
         })
     }
 
-    fn get_property_all(
+    pub fn get_property_all(
         &self,
         key: Vec<u8>,
         is_node_property: bool,
@@ -165,6 +165,35 @@ impl TikvProperty {
             }
         })
     }
+
+    fn batch_get_property_all<Id: IdType + Serialize + DeserializeOwned>(
+        &self,
+        keys: Vec<Vec<u8>>,
+        is_node_property: bool,
+    ) -> Result<Option<Vec<(Id, JsonValue)>>, PropertyError> {
+        futures::executor::block_on(async {
+            let conf = if is_node_property {
+                self.node_property_config.clone()
+            } else {
+                self.edge_property_config.clone()
+            };
+            let connection = Client::connect(conf);
+            let client = connection.await?;
+            let kv_pairs = client.batch_get(keys).await?;
+
+            if kv_pairs.is_empty() {
+                Ok(None)
+            } else {
+                let mut pairs_parsed = Vec::new();
+                for kv_pair in kv_pairs {
+                    let key_parsed = bincode::deserialize(kv_pair.key().into())?;
+                    let value_parsed: JsonValue = from_slice(kv_pair.value().into())?;
+                    pairs_parsed.push((key_parsed, value_parsed));
+                }
+                Ok(Some(pairs_parsed))
+            }
+        })
+    }
 }
 
 impl<Id: IdType + Serialize + DeserializeOwned> PropertyGraph<Id> for TikvProperty {

From 2db73bc44058c529d4bd5a4c63e7d820fae495a0 Mon Sep 17 00:00:00 2001
From: zhengmin <zhengmin.lai@gmail.com>
Date: Wed, 7 Aug 2019 10:32:29 +0800
Subject: [PATCH 350/391] add benchmark of tikv's batch_get operation

---
 bench-tikv-rocksdb.md         |  8 ++++-
 examples/tikv_rocksdb_test.rs | 67 ++++++++++++++++++++++++++++++-----
 src/property/tikv_property.rs | 59 ++++++++++++++++++++++++++----
 3 files changed, 119 insertions(+), 15 deletions(-)

diff --git a/bench-tikv-rocksdb.md b/bench-tikv-rocksdb.md
index a9fd8226..8b6ddb36 100644
--- a/bench-tikv-rocksdb.md
+++ b/bench-tikv-rocksdb.md
@@ -14,7 +14,7 @@ I have deployed two pd-servers and each pd-server manages one tikv-server.
 |  0.25ms |    0.4~0.7ms    |
 
 ### Get node/edge property(all) operation
-Note that this is not a fair comparison because the Rocksdb's `get` operation in `rust_graph_lib` is simply fetch k-v from memory(it reads all k-v pairs into memory when connecting to it) while `TiKV` needs to connect to pd-server and reads data from disk into memory to return it.
+Note that this is not a fair comparison because the Rocksdb's `get` operation in `rust_graph_lib` is simply fetch k-v from memory(it reads all k-v pairs into memory when connecting to it, it is more like the `tikv`'s `batch_get` operation) while `TiKV` needs to connect to pd-server and reads data from disk into memory to return it.
 
 |  TiKV  |    Rocksdb    |
 |--------|---------------|
@@ -40,3 +40,9 @@ I have deployed two pd-servers and each pd-server manages four tikv-servers(tota
 |--------|
 |  4~5ms |
 
+### Batch get node/edge property(all) operation
+|       TiKV        |
+|-------------------|
+|  0.008ms ~ 0.01ms |
+(Batch get 1000 node/edge properties, and it takes 0.008s ~ 0.01s in total)
+
diff --git a/examples/tikv_rocksdb_test.rs b/examples/tikv_rocksdb_test.rs
index fc492a52..45b100b4 100644
--- a/examples/tikv_rocksdb_test.rs
+++ b/examples/tikv_rocksdb_test.rs
@@ -29,7 +29,7 @@ use rust_graph::property::tikv_property::*;
 use rust_graph::property::PropertyGraph;
 use serde_json::{json, to_vec};
 use std::time::Instant;
-use tikv_client::{Config, KvPair, raw::Client};
+use tikv_client::Config;
 
 const NODE_PD_SERVER_ADDR: &str = "192.168.2.2:2379";
 const EDGE_PD_SERVER_ADDR: &str = "192.168.2.7:2379";
@@ -93,16 +93,19 @@ fn main() {
     println!("Test rocksdb_get_edge_property_all time...");
     time_rocksdb_get_edge_property_all();
 
-    time_tikv_batch_get();
+    println!("Test tikv_batch_get_node_property_all time...");
+    time_tikv_batch_get_node_property_all();
+    println!("Test tikv_batch_get_node_property_all time...");
+    time_tikv_batch_get_edge_property_all();
 }
 
-fn time_tikv_batch_get() {
+fn time_tikv_batch_get_node_property_all() {
     let mut graph = TikvProperty::new(
         Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
         Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
         false,
     )
-        .unwrap();
+    .unwrap();
 
     let mut raw_props = Vec::new();
     for i in 0..1000u32 {
@@ -114,16 +117,64 @@ fn time_tikv_batch_get() {
     }
     graph.extend_node_raw(raw_props.into_iter()).unwrap();
 
-    let keys = (0..1000).into_vec();
+    let keys = (0..1000u32).collect();
     let start = Instant::now();
-    graph.batch_get_property_all(keys, true);
+    let pairs = graph.batch_get_node_property_all(keys).unwrap();
     let duration = start.elapsed();
     let total_time = duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9;
     println!(
         "Finished 1000 tikv node property batch get in {} seconds, and it takes {}ms per get.",
-        total_time,
-        total_time
+        total_time, total_time
     );
+    assert_eq!(pairs.unwrap().len(), 1000);
+    let mut i = 0u32;
+    while i < 1000u32 {
+        let node_property = graph.get_node_property_all(i).unwrap();
+        assert_eq!(
+            Some(json!({i.to_string(): (i + 1).to_string()})),
+            node_property
+        );
+        i += 1;
+    }
+}
+
+fn time_tikv_batch_get_edge_property_all() {
+    let mut graph = TikvProperty::new(
+        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+        false,
+    )
+    .unwrap();
+
+    let mut raw_props = Vec::new();
+    for i in 0..1000u32 {
+        let key = i.to_string();
+        let value = (i + 1).to_string();
+        let new_prop = json!({ key: value });
+        let raw_prop = to_vec(&new_prop).unwrap();
+        raw_props.extend(vec![((i, i + 1), raw_prop)]);
+    }
+    graph.extend_edge_raw(raw_props.into_iter()).unwrap();
+
+    let keys = (0..1000u32).map(|x| (x, x + 1)).collect();
+    let start = Instant::now();
+    let pairs = graph.batch_get_edge_property_all(keys).unwrap();
+    let duration = start.elapsed();
+    let total_time = duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9;
+    println!(
+        "Finished 1000 tikv edge property batch get in {} seconds, and it takes {}ms per get.",
+        total_time, total_time
+    );
+    assert_eq!(pairs.unwrap().len(), 1000);
+    let mut i = 0u32;
+    while i < 1000u32 {
+        let edge_property = graph.get_edge_property_all(i, i + 1).unwrap();
+        assert_eq!(
+            Some(json!({i.to_string(): (i + 1).to_string()})),
+            edge_property
+        );
+        i += 1;
+    }
 }
 
 fn time_tikv_insert_raw_node() {
diff --git a/src/property/tikv_property.rs b/src/property/tikv_property.rs
index f4362362..6dfe8471 100644
--- a/src/property/tikv_property.rs
+++ b/src/property/tikv_property.rs
@@ -166,17 +166,64 @@ impl TikvProperty {
         })
     }
 
-    fn batch_get_property_all<Id: IdType + Serialize + DeserializeOwned>(
+    #[inline]
+    pub fn batch_get_node_property_all<Id: IdType + Serialize + DeserializeOwned>(
+        &self,
+        keys: Vec<Id>,
+    ) -> Result<Option<Vec<(Id, JsonValue)>>, PropertyError> {
+        let ids_bytes = keys
+            .into_iter()
+            .map(|x| bincode::serialize(&x).unwrap())
+            .collect();
+        self.batch_get_node_property(ids_bytes)
+    }
+
+    #[inline]
+    pub fn batch_get_edge_property_all<Id: IdType + Serialize + DeserializeOwned>(
+        &self,
+        keys: Vec<(Id, Id)>,
+    ) -> Result<Option<Vec<((Id, Id), JsonValue)>>, PropertyError> {
+        let ids_bytes = keys
+            .into_iter()
+            .map(|x| {
+                let (mut src, mut dst) = (x.0, x.1);
+                self.swap_edge(&mut src, &mut dst);
+                bincode::serialize(&(src, dst)).unwrap()
+            })
+            .collect();
+        self.batch_get_edge_property(ids_bytes)
+    }
+
+    fn batch_get_node_property<Id: IdType + Serialize + DeserializeOwned>(
         &self,
         keys: Vec<Vec<u8>>,
-        is_node_property: bool,
     ) -> Result<Option<Vec<(Id, JsonValue)>>, PropertyError> {
         futures::executor::block_on(async {
-            let conf = if is_node_property {
-                self.node_property_config.clone()
+            let conf = self.node_property_config.clone();
+            let connection = Client::connect(conf);
+            let client = connection.await?;
+            let kv_pairs = client.batch_get(keys).await?;
+
+            if kv_pairs.is_empty() {
+                Ok(None)
             } else {
-                self.edge_property_config.clone()
-            };
+                let mut pairs_parsed = Vec::new();
+                for kv_pair in kv_pairs {
+                    let key_parsed = bincode::deserialize(kv_pair.key().into())?;
+                    let value_parsed: JsonValue = from_slice(kv_pair.value().into())?;
+                    pairs_parsed.push((key_parsed, value_parsed));
+                }
+                Ok(Some(pairs_parsed))
+            }
+        })
+    }
+
+    pub fn batch_get_edge_property<Id: IdType + Serialize + DeserializeOwned>(
+        &self,
+        keys: Vec<Vec<u8>>,
+    ) -> Result<Option<Vec<((Id, Id), JsonValue)>>, PropertyError> {
+        futures::executor::block_on(async {
+            let conf = self.edge_property_config.clone();
             let connection = Client::connect(conf);
             let client = connection.await?;
             let kv_pairs = client.batch_get(keys).await?;

From 971ace0d4bb396ae1a3b6bad6c99c27c661720ad Mon Sep 17 00:00:00 2001
From: zhengmin <zhengmin.lai@gmail.com>
Date: Wed, 7 Aug 2019 10:33:42 +0800
Subject: [PATCH 351/391] small fix

---
 examples/tikv_rocksdb_test.rs | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/examples/tikv_rocksdb_test.rs b/examples/tikv_rocksdb_test.rs
index 45b100b4..43dbf870 100644
--- a/examples/tikv_rocksdb_test.rs
+++ b/examples/tikv_rocksdb_test.rs
@@ -95,7 +95,7 @@ fn main() {
 
     println!("Test tikv_batch_get_node_property_all time...");
     time_tikv_batch_get_node_property_all();
-    println!("Test tikv_batch_get_node_property_all time...");
+    println!("Test tikv_batch_get_edge_property_all time...");
     time_tikv_batch_get_edge_property_all();
 }
 

From 5b93b269589af7a6f3d5548ab13028f2abc933da Mon Sep 17 00:00:00 2001
From: zhengmin <zhengmin.lai@gmail.com>
Date: Wed, 7 Aug 2019 10:56:12 +0800
Subject: [PATCH 352/391] add tikv's batch_get benchmark result on a single
 machine

---
 bench-tikv-rocksdb.md | 27 ++++++++++++++++-----------
 1 file changed, 16 insertions(+), 11 deletions(-)

diff --git a/bench-tikv-rocksdb.md b/bench-tikv-rocksdb.md
index 8b6ddb36..6be6d5f9 100644
--- a/bench-tikv-rocksdb.md
+++ b/bench-tikv-rocksdb.md
@@ -2,25 +2,29 @@
 
 ## 1. Benchmark TiKV and Rocksdb on a single machine
 I have deployed two pd-servers and each pd-server manages one tikv-server.
-
+(1) The following tests are all based on 100 operations and we record the average time for each operation.
 ### Insert raw node/edge property operation 
-|    TiKV     |     Rocksdb   |
+|    TiKV     |    Rocksdb    |
 |------------ |---------------|
-|     34ms    |     55~76ms   |
+|    26~34ms  |    55~105ms   |
 
 ### Extend one raw node/edge property operation
-|  TiKV   |    Rocksdb      |
-|---------|-----------------|
-|  0.25ms |    0.4~0.7ms    |
+|  TiKV        |    Rocksdb      |
+|--------------|-----------------|
+|  0.24~0.34ms |    0.4~1.3ms    |
 
 ### Get node/edge property(all) operation
-Note that this is not a fair comparison because the Rocksdb's `get` operation in `rust_graph_lib` is simply fetch k-v from memory(it reads all k-v pairs into memory when connecting to it, it is more like the `tikv`'s `batch_get` operation) while `TiKV` needs to connect to pd-server and reads data from disk into memory to return it.
+Note that this is not a fair comparison because the Rocksdb's `get` operation in `rust_graph_lib` is simply fetch k-v from memory(it reads all k-v pairs into memory when connecting to it, it is more like the `tikv`'s `batch_get` operation) while `TiKV` needs to connect to pd-server and reads data from disk into memory to return it. With the connection time and reading all kv pairs into memory time counted in, the single get operation for rocksdb is actually around `105ms`.
 
-|  TiKV  |    Rocksdb    |
-|--------|---------------|
-|  5~6ms |    0.03ms     |
+|  TiKV  |    Rocksdb   |
+|--------|--------------|
+|  3~4ms |  0.03~0.06ms |
 
-With the connection time and reading all kv pairs into memory time counted in, the single get operation for rocksdb is actually around `105ms`.
+(2) The following `batch_get` operation test is based on batchly get 1000 keys and we record the average time.
+### Batch get node/edge property(all) operation
+ |   TiKV   | 
+ |----------|
+ |  0.008ms | 
 
 ## 2. Benchmark TiKV on a cluster
 I have deployed two pd-servers and each pd-server manages four tikv-servers(totally there are two pd-servers and eight tikv-servers and they are all on different machines).
@@ -44,5 +48,6 @@ I have deployed two pd-servers and each pd-server manages four tikv-servers(tota
 |       TiKV        |
 |-------------------|
 |  0.008ms ~ 0.01ms |
+
 (Batch get 1000 node/edge properties, and it takes 0.008s ~ 0.01s in total)
 

From b43e26415ccdf97f2ae26869154ea9be370118f7 Mon Sep 17 00:00:00 2001
From: zhengmin <zhengmin.lai@gmail.com>
Date: Wed, 7 Aug 2019 10:57:00 +0800
Subject: [PATCH 353/391] small fix

---
 bench-tikv-rocksdb.md | 1 +
 1 file changed, 1 insertion(+)

diff --git a/bench-tikv-rocksdb.md b/bench-tikv-rocksdb.md
index 6be6d5f9..49138621 100644
--- a/bench-tikv-rocksdb.md
+++ b/bench-tikv-rocksdb.md
@@ -2,6 +2,7 @@
 
 ## 1. Benchmark TiKV and Rocksdb on a single machine
 I have deployed two pd-servers and each pd-server manages one tikv-server.
+
 (1) The following tests are all based on 100 operations and we record the average time for each operation.
 ### Insert raw node/edge property operation 
 |    TiKV     |    Rocksdb    |

From c2762d00962c3b0b21a1e567998711ebc8b0ef6c Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Wed, 7 Aug 2019 17:31:14 +1000
Subject: [PATCH 354/391] update CsvReader

---
 Cargo.toml           |  1 +
 src/io/csv/reader.rs | 34 ++++++++++++++++++++++++++++++++--
 2 files changed, 33 insertions(+), 2 deletions(-)

diff --git a/Cargo.toml b/Cargo.toml
index 828609e4..7a350716 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -28,6 +28,7 @@ fxhash = "0.2.1"
 rocksdb = "0.12.2"
 lru = "0.1.15"
 scoped_threadpool = "0.1.9"
+walkdir = "2.0.0"
 
 [dependencies.hdfs]
 git="https://github.com/UNSW-database/hdfs-rs.git"
diff --git a/src/io/csv/reader.rs b/src/io/csv/reader.rs
index 51316a22..43d6c432 100644
--- a/src/io/csv/reader.rs
+++ b/src/io/csv/reader.rs
@@ -18,6 +18,8 @@
  * specific language governing permissions and limitations
  * under the License.
  */
+extern crate walkdir;
+
 use std::collections::BTreeMap;
 /// Nodes:
 /// node_id <sep> node_label(optional)
@@ -30,6 +32,7 @@ use std::hash::Hash;
 use std::marker::PhantomData;
 use std::path::{Path, PathBuf};
 
+use self::walkdir::{DirEntry, WalkDir};
 use csv::ReaderBuilder;
 use generic::{IdType, Iter};
 use io::csv::record::{EdgeRecord, NodeRecord, PropEdgeRecord, PropNodeRecord};
@@ -67,11 +70,11 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq> CSVReader<Id, NL, EL> {
         CSVReader {
             path_to_nodes: path_to_nodes
                 .into_iter()
-                .map(|p| p.as_ref().to_path_buf())
+                .flat_map(|p| list_files(p))
                 .collect(),
             path_to_edges: path_to_edges
                 .into_iter()
-                .map(|p| p.as_ref().to_path_buf())
+                .flat_map(|p| list_files(p))
                 .collect(),
             separator: b',',
             has_headers: true,
@@ -297,3 +300,30 @@ pub fn parse_prop_map(props: &mut BTreeMap<String, JsonValue>) {
         }
     }
 }
+
+fn list_files<P: AsRef<Path>>(p: P) -> Vec<PathBuf> {
+    let p = p.as_ref().to_path_buf();
+
+    if p.is_dir() {
+        let mut vec = WalkDir::new(p)
+            .into_iter()
+            .filter_entry(|e| !is_hidden(e))
+            .filter_map(|e| e.ok())
+            .map(|e| e.path().to_path_buf())
+            .filter(|p| p.is_file())
+            .collect::<Vec<_>>();
+        vec.sort();
+
+        vec
+    } else {
+        vec![p]
+    }
+}
+
+fn is_hidden(entry: &DirEntry) -> bool {
+    entry
+        .file_name()
+        .to_str()
+        .map(|s| s.starts_with("."))
+        .unwrap_or(false)
+}

From fad24ada5eac6b86740ef1ff2400b2076aee5a39 Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Wed, 7 Aug 2019 17:51:58 +1000
Subject: [PATCH 355/391] add EmptyReader

---
 src/io/mod.rs        |  2 +-
 src/io/read_graph.rs | 26 ++++++++++++++++++++++++++
 2 files changed, 27 insertions(+), 1 deletion(-)

diff --git a/src/io/mod.rs b/src/io/mod.rs
index c15496be..2ad9027f 100644
--- a/src/io/mod.rs
+++ b/src/io/mod.rs
@@ -24,7 +24,7 @@ pub mod read_graph;
 pub mod serde;
 
 pub use io::csv::{read_from_csv, write_to_csv, CSVReader, CSVWriter};
-pub use io::read_graph::{ReadGraph, ReadGraphTo};
+pub use io::read_graph::{EmptyReader, ReadGraph, ReadGraphTo};
 pub use io::serde::{Deserialize, Deserializer, Serialize, Serializer};
 
 #[cfg(feature = "hdfs")]
diff --git a/src/io/read_graph.rs b/src/io/read_graph.rs
index 36fe9f10..5896f035 100644
--- a/src/io/read_graph.rs
+++ b/src/io/read_graph.rs
@@ -61,3 +61,29 @@ where
         }
     }
 }
+
+#[derive(Debug, Default, Clone)]
+pub struct EmptyReader;
+
+impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq> ReadGraph<Id, NL, EL> for EmptyReader
+where
+    for<'de> Id: Deserialize<'de>,
+    for<'de> NL: Deserialize<'de>,
+    for<'de> EL: Deserialize<'de>,
+{
+    fn node_iter(&self) -> Iter<(Id, Option<NL>)> {
+        unimplemented!()
+    }
+
+    fn edge_iter(&self) -> Iter<(Id, Id, Option<EL>)> {
+        unimplemented!()
+    }
+
+    fn prop_node_iter(&self) -> Iter<(Id, Option<NL>, JsonValue)> {
+        unimplemented!()
+    }
+
+    fn prop_edge_iter(&self) -> Iter<(Id, Id, Option<EL>, JsonValue)> {
+        unimplemented!()
+    }
+}

From 1e8d2696cc36159e367752e834e9f71232b12dd7 Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Wed, 7 Aug 2019 21:10:35 +1000
Subject: [PATCH 356/391] add debug logging

---
 src/io/hdfs/reader.rs |  2 +-
 src/io/read_graph.rs  | 16 ++++++++++++----
 2 files changed, 13 insertions(+), 5 deletions(-)

diff --git a/src/io/hdfs/reader.rs b/src/io/hdfs/reader.rs
index ebf2e05e..0929e582 100644
--- a/src/io/hdfs/reader.rs
+++ b/src/io/hdfs/reader.rs
@@ -54,7 +54,7 @@ pub struct HDFSReader<'a, Id: IdType, NL: Hash + Eq, EL: Hash + Eq = NL> {
     _ph: PhantomData<(Id, NL, EL)>,
 }
 
-impl<'a, Id: IdType, NL: Hash + Eq + 'a, EL: Hash + Eq + 'a> Clone for HDFSReader<'a, Id, NL, EL> {
+impl<'a, Id: IdType, NL: Hash + Eq, EL: Hash + Eq> Clone for HDFSReader<'a, Id, NL, EL> {
     fn clone(&self) -> Self {
         HDFSReader {
             path_to_nodes: self.path_to_nodes.clone(),
diff --git a/src/io/read_graph.rs b/src/io/read_graph.rs
index 5896f035..a717d3c8 100644
--- a/src/io/read_graph.rs
+++ b/src/io/read_graph.rs
@@ -72,18 +72,26 @@ where
     for<'de> EL: Deserialize<'de>,
 {
     fn node_iter(&self) -> Iter<(Id, Option<NL>)> {
-        unimplemented!()
+        warn!("Calling 'node_iter' on an EmptyReader");
+
+        Iter::empty()
     }
 
     fn edge_iter(&self) -> Iter<(Id, Id, Option<EL>)> {
-        unimplemented!()
+        warn!("Calling 'edge_iter' on an EmptyReader");
+
+        Iter::empty()
     }
 
     fn prop_node_iter(&self) -> Iter<(Id, Option<NL>, JsonValue)> {
-        unimplemented!()
+        warn!("Calling 'prop_node_iter' on an EmptyReader");
+
+        Iter::empty()
     }
 
     fn prop_edge_iter(&self) -> Iter<(Id, Id, Option<EL>, JsonValue)> {
-        unimplemented!()
+        warn!("Calling 'prop_edge_iter' on an EmptyReader");
+
+        Iter::empty()
     }
 }

From f1e09489d680bcedd3e136d7053934077fe31a25 Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Wed, 7 Aug 2019 21:28:43 +1000
Subject: [PATCH 357/391] remove Empty Reader

---
 src/io/mod.rs        |  2 +-
 src/io/read_graph.rs | 44 --------------------------------------------
 2 files changed, 1 insertion(+), 45 deletions(-)

diff --git a/src/io/mod.rs b/src/io/mod.rs
index 2ad9027f..c15496be 100644
--- a/src/io/mod.rs
+++ b/src/io/mod.rs
@@ -24,7 +24,7 @@ pub mod read_graph;
 pub mod serde;
 
 pub use io::csv::{read_from_csv, write_to_csv, CSVReader, CSVWriter};
-pub use io::read_graph::{EmptyReader, ReadGraph, ReadGraphTo};
+pub use io::read_graph::{ReadGraph, ReadGraphTo};
 pub use io::serde::{Deserialize, Deserializer, Serialize, Serializer};
 
 #[cfg(feature = "hdfs")]
diff --git a/src/io/read_graph.rs b/src/io/read_graph.rs
index a717d3c8..220a07ab 100644
--- a/src/io/read_graph.rs
+++ b/src/io/read_graph.rs
@@ -29,16 +29,6 @@ where
     for<'de> NL: Deserialize<'de>,
     for<'de> EL: Deserialize<'de>,
 {
-    //    fn read<G: MutGraphTrait<Id, NL, EL, L>, L: IdType>(&self, g: &mut G) {
-    //        for (n, label) in self.node_iter() {
-    //            g.add_node(n, label);
-    //        }
-    //
-    //        for (s, d, label) in self.edge_iter() {
-    //            g.add_edge(s, d, label);
-    //        }
-    //    }
-
     fn node_iter(&self) -> Iter<(Id, Option<NL>)>;
     fn edge_iter(&self) -> Iter<(Id, Id, Option<EL>)>;
     fn prop_node_iter(&self) -> Iter<(Id, Option<NL>, JsonValue)>;
@@ -61,37 +51,3 @@ where
         }
     }
 }
-
-#[derive(Debug, Default, Clone)]
-pub struct EmptyReader;
-
-impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq> ReadGraph<Id, NL, EL> for EmptyReader
-where
-    for<'de> Id: Deserialize<'de>,
-    for<'de> NL: Deserialize<'de>,
-    for<'de> EL: Deserialize<'de>,
-{
-    fn node_iter(&self) -> Iter<(Id, Option<NL>)> {
-        warn!("Calling 'node_iter' on an EmptyReader");
-
-        Iter::empty()
-    }
-
-    fn edge_iter(&self) -> Iter<(Id, Id, Option<EL>)> {
-        warn!("Calling 'edge_iter' on an EmptyReader");
-
-        Iter::empty()
-    }
-
-    fn prop_node_iter(&self) -> Iter<(Id, Option<NL>, JsonValue)> {
-        warn!("Calling 'prop_node_iter' on an EmptyReader");
-
-        Iter::empty()
-    }
-
-    fn prop_edge_iter(&self) -> Iter<(Id, Id, Option<EL>, JsonValue)> {
-        warn!("Calling 'prop_edge_iter' on an EmptyReader");
-
-        Iter::empty()
-    }
-}

From db7a694d114b53ea6e8fdc6982c47a182e759ffc Mon Sep 17 00:00:00 2001
From: Michael Chen <920901835@qq.com>
Date: Thu, 8 Aug 2019 12:58:20 +0800
Subject: [PATCH 358/391] fix:Allow using directory as data path in
 HDFSReader::new()

---
 src/io/hdfs/reader.rs | 26 ++++++++++++++++++++++++--
 tests/io.rs           |  4 ++--
 2 files changed, 26 insertions(+), 4 deletions(-)

diff --git a/src/io/hdfs/reader.rs b/src/io/hdfs/reader.rs
index 0929e582..56330161 100644
--- a/src/io/hdfs/reader.rs
+++ b/src/io/hdfs/reader.rs
@@ -74,11 +74,11 @@ impl<'a, Id: IdType, NL: Hash + Eq, EL: Hash + Eq> HDFSReader<'a, Id, NL, EL> {
         let mut reader = HDFSReader {
             path_to_nodes: path_to_nodes
                 .into_iter()
-                .map(|p| p.as_ref().to_path_buf())
+                .flat_map(|p| list_hdfs_files(p))
                 .collect(),
             path_to_edges: path_to_edges
                 .into_iter()
-                .map(|p| p.as_ref().to_path_buf())
+                .flat_map(|p| list_hdfs_files(p))
                 .collect(),
             separator: b',',
             has_headers: true,
@@ -312,3 +312,25 @@ where
     for<'de> EL: Deserialize<'de>,
 {
 }
+
+/// enumerate files in a root directory `p`
+fn list_hdfs_files<P: AsRef<Path>>(p: P) -> Vec<PathBuf> {
+    let str_path = p.as_ref().to_str().unwrap();
+    let hdfs_cache = Rc::new(RefCell::new(HdfsFsCache::new()));
+    let fs: HdfsFs = hdfs_cache.borrow_mut().get(str_path).ok().unwrap();
+    let file_status = fs.list_status(str_path);
+    if file_status.is_err() {
+        return vec![];
+    }
+    file_status
+        .unwrap()
+        .into_iter()
+        .flat_map(|s| {
+            if s.is_directory() {
+                list_hdfs_files(p.as_ref().join(s.name()))
+            } else {
+                vec![Path::new(s.name()).to_path_buf()]
+            }
+        })
+        .collect()
+}
diff --git a/tests/io.rs b/tests/io.rs
index 4ae00f6e..248196dd 100644
--- a/tests/io.rs
+++ b/tests/io.rs
@@ -122,8 +122,8 @@ fn test_cvs_labeled() {
 #[cfg(feature = "hdfs")]
 #[ignore]
 fn test_csv_hdfs_read() {
-    let path_to_nodes = "hdfs://localhost:9000/labelled/nodes.csv";
-    let path_to_edges = "hdfs://localhost:9000/labelled/edges.csv";
+    let path_to_nodes = "hdfs://localhost:9000/labelled/nodes/";
+    let path_to_edges = "hdfs://localhost:9000/labelled/edges/";
     let node_labels = &vec!["a".to_owned(), "b".to_owned()];
     let edge_labels = &vec![1, 2, 3];
     let mut g_: DiGraphMap<String, i32> =

From 9df7ebe097d81881c2b7711ec5c279865d59ff7e Mon Sep 17 00:00:00 2001
From: Michael Chen <920901835@qq.com>
Date: Thu, 8 Aug 2019 15:07:16 +0800
Subject: [PATCH 359/391] fix:Support reading directory in hdfsreader

---
 src/io/hdfs/reader.rs | 40 +++++++++++++++++++++++++++-------------
 tests/io.rs           |  2 +-
 2 files changed, 28 insertions(+), 14 deletions(-)

diff --git a/src/io/hdfs/reader.rs b/src/io/hdfs/reader.rs
index 56330161..da1978d6 100644
--- a/src/io/hdfs/reader.rs
+++ b/src/io/hdfs/reader.rs
@@ -315,22 +315,36 @@ where
 
 /// enumerate files in a root directory `p`
 fn list_hdfs_files<P: AsRef<Path>>(p: P) -> Vec<PathBuf> {
-    let str_path = p.as_ref().to_str().unwrap();
+    let root_str_path = p.as_ref().to_str().unwrap();
     let hdfs_cache = Rc::new(RefCell::new(HdfsFsCache::new()));
-    let fs: HdfsFs = hdfs_cache.borrow_mut().get(str_path).ok().unwrap();
-    let file_status = fs.list_status(str_path);
-    if file_status.is_err() {
+    let fs: HdfsFs = hdfs_cache.borrow_mut().get(root_str_path).ok().unwrap();
+    let root_file_status = fs.get_file_status(root_str_path);
+    if root_file_status.is_err() {
+        //open fail or other unknown error by libhdfs
         return vec![];
     }
-    file_status
-        .unwrap()
-        .into_iter()
-        .flat_map(|s| {
-            if s.is_directory() {
-                list_hdfs_files(p.as_ref().join(s.name()))
+    if root_file_status.unwrap().is_file() {
+        //Path is a file
+        return vec![p.as_ref().to_path_buf()];
+    }
+
+    //Directory Handler
+    let mut pending_path = vec![root_str_path];
+    let mut fold_path_vec = vec![];
+    while pending_path.len() > 0 {
+        let cur_file_path = pending_path.pop().unwrap();
+        let file_status = fs.list_status(cur_file_path);
+        if file_status.is_err() {
+            //empty directory or other unknown error by libhdfs
+            continue;
+        }
+        for status in file_status.unwrap().into_iter() {
+            if status.is_directory() {
+                pending_path.push(status.name());
             } else {
-                vec![Path::new(s.name()).to_path_buf()]
+                fold_path_vec.push(Path::new(status.name()).to_path_buf());
             }
-        })
-        .collect()
+        }
+    }
+    fold_path_vec
 }
diff --git a/tests/io.rs b/tests/io.rs
index 248196dd..443ccea8 100644
--- a/tests/io.rs
+++ b/tests/io.rs
@@ -123,7 +123,7 @@ fn test_cvs_labeled() {
 #[ignore]
 fn test_csv_hdfs_read() {
     let path_to_nodes = "hdfs://localhost:9000/labelled/nodes/";
-    let path_to_edges = "hdfs://localhost:9000/labelled/edges/";
+    let path_to_edges = "hdfs://localhost:9000/labelled/edges/edges.csv";
     let node_labels = &vec!["a".to_owned(), "b".to_owned()];
     let edge_labels = &vec![1, 2, 3];
     let mut g_: DiGraphMap<String, i32> =

From d17087a26b66e3a036e1e478ba8b383a5b7bf114 Mon Sep 17 00:00:00 2001
From: zhengmin <zhengmin.lai@gmail.com>
Date: Tue, 13 Aug 2019 15:16:23 +0800
Subject: [PATCH 360/391] update tikv interfaces

---
 README.md                     |  2 +-
 examples/tikv_raw.rs          |  3 +--
 src/property/tikv_property.rs | 42 +++++++++++++++--------------------
 3 files changed, 20 insertions(+), 27 deletions(-)

diff --git a/README.md b/README.md
index 93210317..b2a5b851 100644
--- a/README.md
+++ b/README.md
@@ -1,3 +1,3 @@
 # rust\_graph\_lib
 
-A graph libary written in Rust. Note that You need to install cmake, g++, clang, golang on your machine first to build this project.
\ No newline at end of file
+A graph libary written in Rust. Note that You need to install cmake, g++, clang, golang on your machine first and use Rust nightly to build this project.
\ No newline at end of file
diff --git a/examples/tikv_raw.rs b/examples/tikv_raw.rs
index da537b80..7e54d1b9 100644
--- a/examples/tikv_raw.rs
+++ b/examples/tikv_raw.rs
@@ -46,8 +46,7 @@ async fn main() -> Result<()> {
 
     // When we first create a client we receive a `Connect` structure which must be resolved before
     // the client is actually connected and usable.
-    let unconnnected_client = Client::connect(config);
-    let client = unconnnected_client.await?;
+    let client = Client::new(config)?;
 
     // Requests are created from the connected client. These calls return structures which
     // implement `Future`. This means the `Future` must be resolved before the action ever takes
diff --git a/src/property/tikv_property.rs b/src/property/tikv_property.rs
index 6dfe8471..b74d1b4d 100644
--- a/src/property/tikv_property.rs
+++ b/src/property/tikv_property.rs
@@ -47,8 +47,8 @@ impl TikvProperty {
         is_directed: bool,
     ) -> Result<Self, PropertyError> {
         futures::executor::block_on(async {
-            let connection = Client::connect(node_property_config.clone());
-            let client = connection.await.expect("Connect to pd-server failed!");
+            let client =
+                Client::new(node_property_config.clone()).expect("Connect to pd-server error!");
             client
                 .delete_range("".to_owned()..)
                 .await
@@ -56,8 +56,8 @@ impl TikvProperty {
         });
 
         futures::executor::block_on(async {
-            let connection = Client::connect(edge_property_config.clone());
-            let client = connection.await.expect("Connect to pd-server failed!");
+            let client =
+                Client::new(edge_property_config.clone()).expect("Connect to pd-server error!");
             client
                 .delete_range("".to_owned()..)
                 .await
@@ -123,8 +123,7 @@ impl TikvProperty {
             } else {
                 self.edge_property_config.clone()
             };
-            let connection = Client::connect(conf);
-            let client = connection.await?;
+            let client = Client::new(conf)?;
             let _value = client.get(key).await?;
             match _value {
                 Some(value_bytes) => {
@@ -153,8 +152,7 @@ impl TikvProperty {
             } else {
                 self.edge_property_config.clone()
             };
-            let connection = Client::connect(conf);
-            let client = connection.await?;
+            let client = Client::new(conf)?;
             let _value = client.get(key).await?;
             match _value {
                 Some(value_bytes) => {
@@ -200,8 +198,7 @@ impl TikvProperty {
     ) -> Result<Option<Vec<(Id, JsonValue)>>, PropertyError> {
         futures::executor::block_on(async {
             let conf = self.node_property_config.clone();
-            let connection = Client::connect(conf);
-            let client = connection.await?;
+            let client = Client::new(conf)?;
             let kv_pairs = client.batch_get(keys).await?;
 
             if kv_pairs.is_empty() {
@@ -224,8 +221,7 @@ impl TikvProperty {
     ) -> Result<Option<Vec<((Id, Id), JsonValue)>>, PropertyError> {
         futures::executor::block_on(async {
             let conf = self.edge_property_config.clone();
-            let connection = Client::connect(conf);
-            let client = connection.await?;
+            let client = Client::new(conf)?;
             let kv_pairs = client.batch_get(keys).await?;
 
             if kv_pairs.is_empty() {
@@ -332,8 +328,8 @@ impl<Id: IdType + Serialize + DeserializeOwned> PropertyGraph<Id> for TikvProper
         let value = self.get_node_property_all(id)?;
 
         futures::executor::block_on(async {
-            let connection = Client::connect(self.node_property_config.clone());
-            let client = connection.await.expect("Connect to pd-server failed!");
+            let client = Client::new(self.node_property_config.clone())
+                .expect("Connect to pd-server error!");
             client
                 .put(id_bytes, prop)
                 .await
@@ -359,8 +355,8 @@ impl<Id: IdType + Serialize + DeserializeOwned> PropertyGraph<Id> for TikvProper
         let value = self.get_edge_property_all(src, dst)?;
 
         futures::executor::block_on(async {
-            let connection = Client::connect(self.edge_property_config.clone());
-            let client = connection.await.expect("Connect to pd-server failed!");
+            let client = Client::new(self.edge_property_config.clone())
+                .expect("Connect to pd-server error!");
             client
                 .put(id_bytes, prop)
                 .await
@@ -379,8 +375,8 @@ impl<Id: IdType + Serialize + DeserializeOwned> PropertyGraph<Id> for TikvProper
         }
 
         futures::executor::block_on(async {
-            let connection = Client::connect(self.node_property_config.clone());
-            let client = connection.await.expect("Connect to pd-server failed!");
+            let client = Client::new(self.node_property_config.clone())
+                .expect("Connect to pd-server error!");
             let properties = props
                 .into_iter()
                 .map(|x| (bincode::serialize(&(x.0)).unwrap(), x.1))
@@ -404,8 +400,8 @@ impl<Id: IdType + Serialize + DeserializeOwned> PropertyGraph<Id> for TikvProper
         }
 
         futures::executor::block_on(async {
-            let connection = Client::connect(self.edge_property_config.clone());
-            let client = connection.await.expect("Connect to pd-server failed!");
+            let client = Client::new(self.edge_property_config.clone())
+                .expect("Connect to pd-server error!");
 
             let properties = props
                 .into_iter()
@@ -427,8 +423,7 @@ impl<Id: IdType + Serialize + DeserializeOwned> PropertyGraph<Id> for TikvProper
 
     fn scan_node_property_all(&self) -> Iter<Result<(Id, JsonValue), PropertyError>> {
         futures::executor::block_on(async {
-            let connection = Client::connect(self.node_property_config.clone());
-            let client = connection.await.unwrap();
+            let client = Client::new(self.node_property_config.clone()).unwrap();
             let result: Vec<KvPair> = client.scan("".to_owned().., 2).await.unwrap();
 
             Iter::new(Box::new(result.into_iter().map(|pair| {
@@ -443,8 +438,7 @@ impl<Id: IdType + Serialize + DeserializeOwned> PropertyGraph<Id> for TikvProper
 
     fn scan_edge_property_all(&self) -> Iter<Result<((Id, Id), JsonValue), PropertyError>> {
         futures::executor::block_on(async {
-            let connection = Client::connect(self.edge_property_config.clone());
-            let client = connection.await.unwrap();
+            let client = Client::new(self.edge_property_config.clone()).unwrap();
             let result: Vec<KvPair> = client.scan("".to_owned().., 2).await.unwrap();
 
             Iter::new(Box::new(result.into_iter().map(|pair| {

From 593dd9eb7e06c13f5288bcd512683f32929e3aa1 Mon Sep 17 00:00:00 2001
From: zhengmin <zhengmin.lai@gmail.com>
Date: Wed, 14 Aug 2019 16:54:26 +0800
Subject: [PATCH 361/391] rm some dependencies and update readme

---
 Cargo.toml             |   4 +-
 examples/common/mod.rs |  66 ----------------------
 examples/tikv_raw.rs   | 123 -----------------------------------------
 how-to-use-tikv.md     |  23 +++-----
 4 files changed, 8 insertions(+), 208 deletions(-)
 delete mode 100644 examples/common/mod.rs
 delete mode 100644 examples/tikv_raw.rs

diff --git a/Cargo.toml b/Cargo.toml
index a8dd3a99..da2aac01 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -37,6 +37,4 @@ futures-preview = { version = "0.3.0-alpha.17", features = ["compat"] }
 tempfile = "3.0.4"
 clap = "2.32.0"
 criterion = "0.2"
-tempdir = "0.3.7"
-runtime = "0.3.0-alpha.3"
-runtime-tokio = "0.3.0-alpha.3"
\ No newline at end of file
+tempdir = "0.3.7"
\ No newline at end of file
diff --git a/examples/common/mod.rs b/examples/common/mod.rs
deleted file mode 100644
index db75a028..00000000
--- a/examples/common/mod.rs
+++ /dev/null
@@ -1,66 +0,0 @@
-// Copyright 2019 TiKV Project Authors. Licensed under Apache-2.0.
-extern crate clap;
-
-use self::clap::{App, Arg};
-use std::path::PathBuf;
-
-pub struct CommandArgs {
-    pub pd: Vec<String>,
-    pub ca: Option<PathBuf>,
-    pub cert: Option<PathBuf>,
-    pub key: Option<PathBuf>,
-}
-
-pub fn parse_args(app_name: &str) -> CommandArgs {
-    let matches = App::new(app_name)
-        .arg(
-            Arg::with_name("pd")
-                .long("pd")
-                .aliases(&["pd-endpoint", "pd-endpoints"])
-                .value_name("PD_URL")
-                .help("Sets PD endpoints")
-                .long_help("Sets PD endpoints. Uses `,` to separate multiple PDs")
-                .takes_value(true)
-                .multiple(true)
-                .value_delimiter(",")
-                .required(true),
-        )
-        // A cyclic dependency between CA, cert and key is made
-        // to ensure that no security options are missing.
-        .arg(
-            Arg::with_name("ca")
-                .long("ca")
-                .value_name("CA_PATH")
-                .help("Sets the CA")
-                .long_help("Sets the CA. Must be used with --cert and --key")
-                .takes_value(true)
-                .requires("cert"),
-        )
-        .arg(
-            Arg::with_name("cert")
-                .long("cert")
-                .value_name("CERT_PATH")
-                .help("Sets the certificate")
-                .long_help("Sets the certificate. Must be used with --ca and --key")
-                .takes_value(true)
-                .requires("key"),
-        )
-        .arg(
-            Arg::with_name("key")
-                .long("key")
-                .alias("private-key")
-                .value_name("KEY_PATH")
-                .help("Sets the private key")
-                .long_help("Sets the private key. Must be used with --ca and --cert")
-                .takes_value(true)
-                .requires("ca"),
-        )
-        .get_matches();
-
-    CommandArgs {
-        pd: matches.values_of("pd").unwrap().map(String::from).collect(),
-        ca: matches.value_of("ca").map(PathBuf::from),
-        cert: matches.value_of("cert").map(PathBuf::from),
-        key: matches.value_of("key").map(PathBuf::from),
-    }
-}
diff --git a/examples/tikv_raw.rs b/examples/tikv_raw.rs
deleted file mode 100644
index 7e54d1b9..00000000
--- a/examples/tikv_raw.rs
+++ /dev/null
@@ -1,123 +0,0 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-
-#![feature(async_await)]
-#![type_length_limit = "8165158"]
-
-mod common;
-
-use crate::common::parse_args;
-use tikv_client::{raw::Client, Config, Key, KvPair, Result, ToOwnedRange, Value};
-
-const KEY: &str = "TiKV";
-const VALUE: &str = "Rust";
-
-#[runtime::main(runtime_tokio::Tokio)]
-async fn main() -> Result<()> {
-    // You can try running this example by passing your pd endpoints
-    // (and SSL options if necessary) through command line arguments.
-    let args = parse_args("raw");
-
-    // Create a configuration to use for the example.
-    // Optionally encrypt the traffic.
-    let config = if let (Some(ca), Some(cert), Some(key)) = (args.ca, args.cert, args.key) {
-        Config::new(args.pd).with_security(ca, cert, key)
-    } else {
-        Config::new(args.pd)
-    };
-
-    // When we first create a client we receive a `Connect` structure which must be resolved before
-    // the client is actually connected and usable.
-    let client = Client::new(config)?;
-
-    // Requests are created from the connected client. These calls return structures which
-    // implement `Future`. This means the `Future` must be resolved before the action ever takes
-    // place.
-    //
-    // Here we set the key `TiKV` to have the value `Rust` associated with it.
-    client.put(KEY.to_owned(), VALUE.to_owned()).await.unwrap(); // Returns a `tikv_client::Error` on failure.
-    println!("Put key {:?}, value {:?}.", KEY, VALUE);
-
-    // Unlike a standard Rust HashMap all calls take owned values. This is because under the hood
-    // protobufs must take ownership of the data. If we only took a borrow we'd need to internally
-    // clone it. This is against Rust API guidelines, so you must manage this yourself.
-    //
-    // Above, you saw we can use a `&'static str`, this is primarily for making examples short.
-    // This type is practical to use for real things, and usage forces an internal copy.
-    //
-    // It is best to pass a `Vec<u8>` in terms of explictness and speed. `String`s and a few other
-    // types are supported as well, but it all ends up as `Vec<u8>` in the end.
-    let value: Option<Value> = client.get(KEY.to_owned()).await?;
-    assert_eq!(value, Some(Value::from(VALUE.to_owned())));
-    println!("Get key `{}` returned value {:?}.", KEY, value);
-
-    // You can also set the `ColumnFamily` used by the request.
-    // This is *advanced usage* and should have some special considerations.
-    client
-        .delete(KEY.to_owned())
-        .await
-        .expect("Could not delete value");
-    println!("Key: `{}` deleted", KEY);
-
-    // Here we check if the key has been deleted from the key-value store.
-    let value: Option<Value> = client
-        .get(KEY.to_owned())
-        .await
-        .expect("Could not get just deleted entry");
-    assert!(value.is_none());
-
-    // You can ask to write multiple key-values at the same time, it is much more
-    // performant because it is passed in one request to the key-value store.
-    let pairs = vec![
-        KvPair::from(("k1".to_owned(), "v1".to_owned())),
-        KvPair::from(("k2".to_owned(), "v2".to_owned())),
-        KvPair::from(("k3".to_owned(), "v3".to_owned())),
-    ];
-    client.batch_put(pairs).await.expect("Could not put pairs");
-
-    // Same thing when you want to retrieve multiple values.
-    let keys = vec![Key::from("k1".to_owned()), Key::from("k2".to_owned())];
-    let values = client
-        .batch_get(keys.clone())
-        .await
-        .expect("Could not get values");
-    println!("Found values: {:?} for keys: {:?}", values, keys);
-
-    // Scanning a range of keys is also possible giving it two bounds
-    // it will returns all entries between these two.
-    let start = "k1";
-    let end = "k2";
-    let pairs = client
-        .with_key_only(true)
-        .scan((start..=end).to_owned(), 2)
-        .await
-        .expect("Could not scan");
-
-    let keys: Vec<_> = pairs.into_iter().map(|p| p.key().clone()).collect();
-    assert_eq!(
-        &keys,
-        &[Key::from("k1".to_owned()), Key::from("k2".to_owned())]
-    );
-    println!("Scaning from {:?} to {:?} gives: {:?}", start, end, keys);
-
-    // Cleanly exit.
-    Ok(())
-}
diff --git a/how-to-use-tikv.md b/how-to-use-tikv.md
index 958705f3..dfcca697 100644
--- a/how-to-use-tikv.md
+++ b/how-to-use-tikv.md
@@ -2,7 +2,7 @@
 You can refer to [deploy-tikv](https://github.com/tikv/tikv/blob/master/docs/how-to/deploy/using-binary.md) to easily deploy a TikV cluster on a single machine or on a cluster.
 
 ### Example of deploying two Tikv clusters in ECNU cluster
-We can deploy two Tikv clusters on ecnu00(to store node properties) and ecnu01(to store edge properties) respectively: 
+We can deploy two Tikv clusters on ecnu00(to store node properties) and ecnu05(to store edge properties) respectively: 
 ```shell script
 ## deploy one Tikv cluster on ecnu00 used as the node properties storage engine
 ssh ecnu00
@@ -11,26 +11,18 @@ cd Shares/tidb-latest-linux-amd64
 
 ./bin/tikv-server --pd-endpoints="192.168.2.2:2379" --addr="192.168.2.2:20160" --data-dir=tikv-ecnu00-1 --log-file=tikv-ecnu00-1.log &
 
-./bin/tikv-server --pd-endpoints="192.168.2.2:2379" --addr="192.168.2.2:20161" --data-dir=tikv-ecnu00-2 --log-file=tikv-ecnu00-2.log &
-
-./bin/tikv-server --pd-endpoints="192.168.2.2:2379" --addr="192.168.2.2:20162" --data-dir=tikv-ecnu00-3 --log-file=tikv-ecnu00-3.log &
-
 ## Check tikv-servers' status, if you start them, you should see all the tikv instances with status `Up` 
 ./bin/pd-ctl store -d -u http://ecnu00:2379
 
-## deploy one Tikv clusters on ecnu01 used as the edge properties storage engine
-ssh ecnu01
+## deploy one Tikv clusters on ecnu05 used as the edge properties storage engine
+ssh ecnu05
 cd Shares/tidb-latest-linux-amd64
-./bin/pd-server --name=pd2 --data-dir=pd2 --client-urls="http://192.168.2.3:2379"  --peer-urls="http://192.168.2.3:2380" --initial-cluster="pd2=http://192.168.2.3:2380" --log-file=pd2.log &
-
-./bin/tikv-server --pd-endpoints="192.168.2.3:2379" --addr="192.168.2.3:20160" --data-dir=tikv-ecnu01-1 --log-file=tikv-ecnu01-1.log &
-
-./bin/tikv-server --pd-endpoints="192.168.2.3:2379" --addr="192.168.2.3:20161" --data-dir=tikv-ecnu01-2 --log-file=tikv-ecnu01-2.log &
+./bin/pd-server --name=pd2 --data-dir=pd2 --client-urls="http://192.168.2.7:2379"  --peer-urls="http://192.168.2.7:2380" --initial-cluster="pd2=http://192.168.2.7:2380" --log-file=pd2.log &
 
-./bin/tikv-server --pd-endpoints="192.168.2.3:2379" --addr="192.168.2.3:20162" --data-dir=tikv-ecnu01-3 --log-file=tikv-ecnu01-3.log &
+./bin/tikv-server --pd-endpoints="192.168.2.7:2379" --addr="192.168.2.7:20160" --data-dir=tikv-ecnu05-1 --log-file=tikv-ecnu05-1.log &
 
 ## Check tikv-servers' status, if you start them, you should see all the tikv instances with status `Up` 
-./bin/pd-ctl store -d -u http://ecnu01:2379
+./bin/pd-ctl store -d -u http://ecnu05:2379
 ```
 What's more, you can also deploy the tikv-servers on different machines, the upper example deploys tikv-servers on a single machine.
 
@@ -66,8 +58,7 @@ async fn main() -> Result<()> {
 
     // When we first create a client we receive a `Connect` structure which must be resolved before
     // the client is actually connected and usable.
-    let unconnnected_client = Client::connect(config);
-    let client = unconnnected_client.await?;
+    let client = Client::new(config)?;
 
     // Requests are created from the connected client. These calls return structures which
     // implement `Future`. This means the `Future` must be resolved before the action ever takes

From c446887f704df022241330a6a4b06d6cbcfe3064 Mon Sep 17 00:00:00 2001
From: Michael Chen <920901835@qq.com>
Date: Thu, 15 Aug 2019 10:34:48 +0800
Subject: [PATCH 362/391] feat:Loading graph to tikv server through

---
 Cargo.toml                 |   4 +-
 examples/graph_to_tikv.rs  |  77 +++++++++++++++++++++++
 examples/tikv_raw.rs       | 123 -------------------------------------
 src/io/graph_loader.rs     |  34 ++++++++++
 src/io/mod.rs              |  55 +++++++++--------
 src/io/tikv/mod.rs         |  21 +++++++
 src/io/tikv/tikv_loader.rs | 104 +++++++++++++++++++++++++++++++
 7 files changed, 267 insertions(+), 151 deletions(-)
 create mode 100644 examples/graph_to_tikv.rs
 delete mode 100644 examples/tikv_raw.rs
 create mode 100644 src/io/graph_loader.rs
 create mode 100644 src/io/tikv/mod.rs
 create mode 100644 src/io/tikv/tikv_loader.rs

diff --git a/Cargo.toml b/Cargo.toml
index a8dd3a99..79b81f52 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -38,5 +38,5 @@ tempfile = "3.0.4"
 clap = "2.32.0"
 criterion = "0.2"
 tempdir = "0.3.7"
-runtime = "0.3.0-alpha.3"
-runtime-tokio = "0.3.0-alpha.3"
\ No newline at end of file
+#runtime = "0.3.0-alpha.3"
+#runtime-tokio = "0.3.0-alpha.3"
\ No newline at end of file
diff --git a/examples/graph_to_tikv.rs b/examples/graph_to_tikv.rs
new file mode 100644
index 00000000..8c1426f6
--- /dev/null
+++ b/examples/graph_to_tikv.rs
@@ -0,0 +1,77 @@
+#![feature(async_await)]
+extern crate rust_graph;
+extern crate tempfile;
+
+use rust_graph::graph_impl::DiGraphMap;
+use rust_graph::io::{write_to_csv, GraphLoader};
+use rust_graph::prelude::*;
+
+use rust_graph::io::csv::{CSVReader, JsonValue};
+use rust_graph::io::tikv::tikv_loader::TikvLoader;
+use tempfile::TempDir;
+use tikv_client::Config;
+use tikv_client::raw::Client;
+use serde_json::json;
+use serde_json::from_slice;
+
+const NODE_PD_SERVER_ADDR: &str = "192.168.2.2:2379";
+const EDGE_PD_SERVER_ADDR: &str = "192.168.2.7:2379";
+
+fn main() {
+    //Construct test csv files
+    let tmp_dir = TempDir::new().unwrap();
+    let tmp_dir_path = tmp_dir.path();
+
+    let mut g = DiGraphMap::<&str>::new();
+
+    g.add_node(0, Some("n0"));
+    g.add_node(1, Some("n1"));
+    g.add_node(2, Some("n2"));
+
+    g.add_edge(0, 1, Some("e0"));
+    g.add_edge(0, 2, Some("e1"));
+    g.add_edge(1, 0, Some("e2"));
+    let path_to_nodes = tmp_dir_path.join("nodes_1.csv");
+    let path_to_edges = tmp_dir_path.join("edges_1.csv");
+    assert!(write_to_csv(&g, &path_to_nodes, &path_to_edges).is_ok());
+
+    //Construct csvReader
+    let reader = CSVReader::<u32, String, String>::new(vec![path_to_nodes], vec![path_to_edges])
+        .headers(true)
+        .flexible(true);
+
+    //TODO(Yu Chen): setup reader to loader(just as codes show here) or setup loader to reader need to be determined
+    //TODO(Yu Chen): reader will be generalized to a trait for hdfsReader && csvReader, while the code are not merged already
+    TikvLoader::new(
+        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+        false,
+    ).load(reader);
+
+    futures::executor::block_on(async {
+        let client = Client::new(Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()])).unwrap();
+        let _node = client.get(bincode::serialize(&0).unwrap())
+            .await
+            .expect("Get node info failed!");
+        println!("Node0 from tikv: {:?}", _node);
+        match _node {
+            Some(value_bytes) => {
+                let value_parsed: JsonValue = from_slice((&value_bytes).into()).unwrap();
+                assert_eq!(value_parsed, json!({":LABEL":Some("n0")}));
+            }
+            None => assert!(false),
+        }
+        let client = Client::new(Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()])).unwrap();
+        let _edge = client.get(bincode::serialize(&(0, 1)).unwrap())
+            .await
+            .expect("Get node info failed!");
+        println!("Edge(0,1) from tikv: {:?}", _edge);
+        match _edge {
+            Some(value_bytes) => {
+                let value_parsed: JsonValue = from_slice((&value_bytes).into()).unwrap();
+                assert_eq!(value_parsed, json!({":LABEL":Some("e0")}));
+            }
+            None => assert!(false),
+        }
+    });
+}
diff --git a/examples/tikv_raw.rs b/examples/tikv_raw.rs
deleted file mode 100644
index 7e54d1b9..00000000
--- a/examples/tikv_raw.rs
+++ /dev/null
@@ -1,123 +0,0 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-
-#![feature(async_await)]
-#![type_length_limit = "8165158"]
-
-mod common;
-
-use crate::common::parse_args;
-use tikv_client::{raw::Client, Config, Key, KvPair, Result, ToOwnedRange, Value};
-
-const KEY: &str = "TiKV";
-const VALUE: &str = "Rust";
-
-#[runtime::main(runtime_tokio::Tokio)]
-async fn main() -> Result<()> {
-    // You can try running this example by passing your pd endpoints
-    // (and SSL options if necessary) through command line arguments.
-    let args = parse_args("raw");
-
-    // Create a configuration to use for the example.
-    // Optionally encrypt the traffic.
-    let config = if let (Some(ca), Some(cert), Some(key)) = (args.ca, args.cert, args.key) {
-        Config::new(args.pd).with_security(ca, cert, key)
-    } else {
-        Config::new(args.pd)
-    };
-
-    // When we first create a client we receive a `Connect` structure which must be resolved before
-    // the client is actually connected and usable.
-    let client = Client::new(config)?;
-
-    // Requests are created from the connected client. These calls return structures which
-    // implement `Future`. This means the `Future` must be resolved before the action ever takes
-    // place.
-    //
-    // Here we set the key `TiKV` to have the value `Rust` associated with it.
-    client.put(KEY.to_owned(), VALUE.to_owned()).await.unwrap(); // Returns a `tikv_client::Error` on failure.
-    println!("Put key {:?}, value {:?}.", KEY, VALUE);
-
-    // Unlike a standard Rust HashMap all calls take owned values. This is because under the hood
-    // protobufs must take ownership of the data. If we only took a borrow we'd need to internally
-    // clone it. This is against Rust API guidelines, so you must manage this yourself.
-    //
-    // Above, you saw we can use a `&'static str`, this is primarily for making examples short.
-    // This type is practical to use for real things, and usage forces an internal copy.
-    //
-    // It is best to pass a `Vec<u8>` in terms of explictness and speed. `String`s and a few other
-    // types are supported as well, but it all ends up as `Vec<u8>` in the end.
-    let value: Option<Value> = client.get(KEY.to_owned()).await?;
-    assert_eq!(value, Some(Value::from(VALUE.to_owned())));
-    println!("Get key `{}` returned value {:?}.", KEY, value);
-
-    // You can also set the `ColumnFamily` used by the request.
-    // This is *advanced usage* and should have some special considerations.
-    client
-        .delete(KEY.to_owned())
-        .await
-        .expect("Could not delete value");
-    println!("Key: `{}` deleted", KEY);
-
-    // Here we check if the key has been deleted from the key-value store.
-    let value: Option<Value> = client
-        .get(KEY.to_owned())
-        .await
-        .expect("Could not get just deleted entry");
-    assert!(value.is_none());
-
-    // You can ask to write multiple key-values at the same time, it is much more
-    // performant because it is passed in one request to the key-value store.
-    let pairs = vec![
-        KvPair::from(("k1".to_owned(), "v1".to_owned())),
-        KvPair::from(("k2".to_owned(), "v2".to_owned())),
-        KvPair::from(("k3".to_owned(), "v3".to_owned())),
-    ];
-    client.batch_put(pairs).await.expect("Could not put pairs");
-
-    // Same thing when you want to retrieve multiple values.
-    let keys = vec![Key::from("k1".to_owned()), Key::from("k2".to_owned())];
-    let values = client
-        .batch_get(keys.clone())
-        .await
-        .expect("Could not get values");
-    println!("Found values: {:?} for keys: {:?}", values, keys);
-
-    // Scanning a range of keys is also possible giving it two bounds
-    // it will returns all entries between these two.
-    let start = "k1";
-    let end = "k2";
-    let pairs = client
-        .with_key_only(true)
-        .scan((start..=end).to_owned(), 2)
-        .await
-        .expect("Could not scan");
-
-    let keys: Vec<_> = pairs.into_iter().map(|p| p.key().clone()).collect();
-    assert_eq!(
-        &keys,
-        &[Key::from("k1".to_owned()), Key::from("k2".to_owned())]
-    );
-    println!("Scaning from {:?} to {:?} gives: {:?}", start, end, keys);
-
-    // Cleanly exit.
-    Ok(())
-}
diff --git a/src/io/graph_loader.rs b/src/io/graph_loader.rs
new file mode 100644
index 00000000..af151b6c
--- /dev/null
+++ b/src/io/graph_loader.rs
@@ -0,0 +1,34 @@
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use crate::generic::IdType;
+use crate::io::csv::CSVReader;
+use serde::{Deserialize, Serialize};
+use std::hash::Hash;
+
+pub trait GraphLoader<'a, Id: IdType, NL: Hash + Eq, EL: Hash + Eq>
+where
+    for<'de> Id: Deserialize<'de> + Serialize,
+    for<'de> NL: Deserialize<'de> + Serialize,
+    for<'de> EL: Deserialize<'de> + Serialize,
+{
+    fn load(&self, reader: CSVReader<'a, Id, NL, EL>);
+}
diff --git a/src/io/mod.rs b/src/io/mod.rs
index 1759dca5..154eb080 100644
--- a/src/io/mod.rs
+++ b/src/io/mod.rs
@@ -1,26 +1,29 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-pub mod csv;
-pub mod mmap;
-pub mod serde;
-
-pub use crate::io::csv::{read_from_csv, write_to_csv};
-pub use crate::io::serde::{Deserialize, Deserializer, Serialize, Serializer};
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+pub mod csv;
+pub mod graph_loader;
+pub mod mmap;
+pub mod serde;
+pub mod tikv;
+
+pub use crate::io::csv::{read_from_csv, write_to_csv};
+pub use crate::io::graph_loader::GraphLoader;
+pub use crate::io::serde::{Deserialize, Deserializer, Serialize, Serializer};
diff --git a/src/io/tikv/mod.rs b/src/io/tikv/mod.rs
new file mode 100644
index 00000000..a02c7776
--- /dev/null
+++ b/src/io/tikv/mod.rs
@@ -0,0 +1,21 @@
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+pub mod tikv_loader;
diff --git a/src/io/tikv/tikv_loader.rs b/src/io/tikv/tikv_loader.rs
new file mode 100644
index 00000000..754f2e22
--- /dev/null
+++ b/src/io/tikv/tikv_loader.rs
@@ -0,0 +1,104 @@
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+use crate::io::csv::CSVReader;
+use crate::io::GraphLoader;
+use itertools::Itertools;
+use serde::{Deserialize, Serialize};
+use serde_json::Map;
+use std::hash::Hash;
+use tikv_client::raw::Client;
+use tikv_client::Config;
+use crate::generic::IdType;
+
+#[derive(Debug)]
+pub struct TikvLoader {
+    node_property_config: Config,
+    edge_property_config: Config,
+    is_directed: bool,
+}
+
+impl TikvLoader {
+    pub fn new(
+        node_property_config: Config,
+        edge_property_config: Config,
+        is_directed: bool,
+    ) -> Self {
+        TikvLoader {
+            node_property_config,
+            edge_property_config,
+            is_directed,
+        }
+    }
+}
+
+impl<'a, Id: IdType, NL: Hash + Eq, EL: Hash + Eq> GraphLoader<'a, Id, NL, EL> for TikvLoader
+    where
+            for<'de> Id: Deserialize<'de> + Serialize,
+            for<'de> NL: Deserialize<'de> + Serialize,
+            for<'de> EL: Deserialize<'de> + Serialize,
+{
+    ///loading graph into tikv
+    fn load(&self, reader: CSVReader<'a, Id, NL, EL>) {
+        futures::executor::block_on(async {
+            let client = Client::new(self.node_property_config.clone()).unwrap();
+            let nodes = reader
+                .prop_node_iter()
+                .map(|mut x| {
+                    let mut default_map = Map::new();
+                    let props_map = x.2.as_object_mut().unwrap_or(&mut default_map);
+                    if x.1.is_some() {
+                        let label = serde_json::to_value(x.1.unwrap());
+                        if label.is_ok() {
+                            props_map.insert(String::from(":LABEL"), label.unwrap());
+                        }
+                    }
+                    (bincode::serialize(&(x.0)).unwrap(), serde_json::to_string(props_map).unwrap())
+                })
+                .collect_vec();
+            client
+                .batch_put(nodes)
+                .await
+                .expect("Insert node property failed!");
+        });
+
+        futures::executor::block_on(async {
+            let client = Client::new(self.edge_property_config.clone()).unwrap();
+            let edges = reader
+                .prop_edge_iter()
+                .map(|mut x| {
+                    let mut default_map = Map::new();
+                    let props_map = x.3.as_object_mut().unwrap_or(&mut default_map);
+                    if x.2.is_some() {
+                        let label = serde_json::to_value(x.2.unwrap());
+                        if label.is_ok() {
+                            props_map.insert(String::from(":LABEL"), label.unwrap());
+                        }
+                    }
+                    (bincode::serialize(&(x.0, x.1)).unwrap(), serde_json::to_string(props_map).unwrap())
+                })
+                .collect_vec();
+            client
+                .batch_put(edges)
+                .await
+                .expect("Insert edge property failed!");
+        });
+    }
+}

From e31cdf22268d31901715338bbb9c783461091956 Mon Sep 17 00:00:00 2001
From: Michael Chen <920901835@qq.com>
Date: Thu, 15 Aug 2019 10:34:48 +0800
Subject: [PATCH 363/391] feat:Loading graph to tikv server through

---
 examples/graph_to_tikv.rs  |  77 +++++++++++++++++++++++++++
 src/io/graph_loader.rs     |  34 ++++++++++++
 src/io/mod.rs              |  55 ++++++++++----------
 src/io/tikv/mod.rs         |  21 ++++++++
 src/io/tikv/tikv_loader.rs | 104 +++++++++++++++++++++++++++++++++++++
 5 files changed, 265 insertions(+), 26 deletions(-)
 create mode 100644 examples/graph_to_tikv.rs
 create mode 100644 src/io/graph_loader.rs
 create mode 100644 src/io/tikv/mod.rs
 create mode 100644 src/io/tikv/tikv_loader.rs

diff --git a/examples/graph_to_tikv.rs b/examples/graph_to_tikv.rs
new file mode 100644
index 00000000..8c1426f6
--- /dev/null
+++ b/examples/graph_to_tikv.rs
@@ -0,0 +1,77 @@
+#![feature(async_await)]
+extern crate rust_graph;
+extern crate tempfile;
+
+use rust_graph::graph_impl::DiGraphMap;
+use rust_graph::io::{write_to_csv, GraphLoader};
+use rust_graph::prelude::*;
+
+use rust_graph::io::csv::{CSVReader, JsonValue};
+use rust_graph::io::tikv::tikv_loader::TikvLoader;
+use tempfile::TempDir;
+use tikv_client::Config;
+use tikv_client::raw::Client;
+use serde_json::json;
+use serde_json::from_slice;
+
+const NODE_PD_SERVER_ADDR: &str = "192.168.2.2:2379";
+const EDGE_PD_SERVER_ADDR: &str = "192.168.2.7:2379";
+
+fn main() {
+    //Construct test csv files
+    let tmp_dir = TempDir::new().unwrap();
+    let tmp_dir_path = tmp_dir.path();
+
+    let mut g = DiGraphMap::<&str>::new();
+
+    g.add_node(0, Some("n0"));
+    g.add_node(1, Some("n1"));
+    g.add_node(2, Some("n2"));
+
+    g.add_edge(0, 1, Some("e0"));
+    g.add_edge(0, 2, Some("e1"));
+    g.add_edge(1, 0, Some("e2"));
+    let path_to_nodes = tmp_dir_path.join("nodes_1.csv");
+    let path_to_edges = tmp_dir_path.join("edges_1.csv");
+    assert!(write_to_csv(&g, &path_to_nodes, &path_to_edges).is_ok());
+
+    //Construct csvReader
+    let reader = CSVReader::<u32, String, String>::new(vec![path_to_nodes], vec![path_to_edges])
+        .headers(true)
+        .flexible(true);
+
+    //TODO(Yu Chen): setup reader to loader(just as codes show here) or setup loader to reader need to be determined
+    //TODO(Yu Chen): reader will be generalized to a trait for hdfsReader && csvReader, while the code are not merged already
+    TikvLoader::new(
+        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+        false,
+    ).load(reader);
+
+    futures::executor::block_on(async {
+        let client = Client::new(Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()])).unwrap();
+        let _node = client.get(bincode::serialize(&0).unwrap())
+            .await
+            .expect("Get node info failed!");
+        println!("Node0 from tikv: {:?}", _node);
+        match _node {
+            Some(value_bytes) => {
+                let value_parsed: JsonValue = from_slice((&value_bytes).into()).unwrap();
+                assert_eq!(value_parsed, json!({":LABEL":Some("n0")}));
+            }
+            None => assert!(false),
+        }
+        let client = Client::new(Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()])).unwrap();
+        let _edge = client.get(bincode::serialize(&(0, 1)).unwrap())
+            .await
+            .expect("Get node info failed!");
+        println!("Edge(0,1) from tikv: {:?}", _edge);
+        match _edge {
+            Some(value_bytes) => {
+                let value_parsed: JsonValue = from_slice((&value_bytes).into()).unwrap();
+                assert_eq!(value_parsed, json!({":LABEL":Some("e0")}));
+            }
+            None => assert!(false),
+        }
+    });
+}
diff --git a/src/io/graph_loader.rs b/src/io/graph_loader.rs
new file mode 100644
index 00000000..af151b6c
--- /dev/null
+++ b/src/io/graph_loader.rs
@@ -0,0 +1,34 @@
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+use crate::generic::IdType;
+use crate::io::csv::CSVReader;
+use serde::{Deserialize, Serialize};
+use std::hash::Hash;
+
+pub trait GraphLoader<'a, Id: IdType, NL: Hash + Eq, EL: Hash + Eq>
+where
+    for<'de> Id: Deserialize<'de> + Serialize,
+    for<'de> NL: Deserialize<'de> + Serialize,
+    for<'de> EL: Deserialize<'de> + Serialize,
+{
+    fn load(&self, reader: CSVReader<'a, Id, NL, EL>);
+}
diff --git a/src/io/mod.rs b/src/io/mod.rs
index 1759dca5..154eb080 100644
--- a/src/io/mod.rs
+++ b/src/io/mod.rs
@@ -1,26 +1,29 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-pub mod csv;
-pub mod mmap;
-pub mod serde;
-
-pub use crate::io::csv::{read_from_csv, write_to_csv};
-pub use crate::io::serde::{Deserialize, Deserializer, Serialize, Serializer};
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+pub mod csv;
+pub mod graph_loader;
+pub mod mmap;
+pub mod serde;
+pub mod tikv;
+
+pub use crate::io::csv::{read_from_csv, write_to_csv};
+pub use crate::io::graph_loader::GraphLoader;
+pub use crate::io::serde::{Deserialize, Deserializer, Serialize, Serializer};
diff --git a/src/io/tikv/mod.rs b/src/io/tikv/mod.rs
new file mode 100644
index 00000000..a02c7776
--- /dev/null
+++ b/src/io/tikv/mod.rs
@@ -0,0 +1,21 @@
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+pub mod tikv_loader;
diff --git a/src/io/tikv/tikv_loader.rs b/src/io/tikv/tikv_loader.rs
new file mode 100644
index 00000000..754f2e22
--- /dev/null
+++ b/src/io/tikv/tikv_loader.rs
@@ -0,0 +1,104 @@
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+use crate::io::csv::CSVReader;
+use crate::io::GraphLoader;
+use itertools::Itertools;
+use serde::{Deserialize, Serialize};
+use serde_json::Map;
+use std::hash::Hash;
+use tikv_client::raw::Client;
+use tikv_client::Config;
+use crate::generic::IdType;
+
+#[derive(Debug)]
+pub struct TikvLoader {
+    node_property_config: Config,
+    edge_property_config: Config,
+    is_directed: bool,
+}
+
+impl TikvLoader {
+    pub fn new(
+        node_property_config: Config,
+        edge_property_config: Config,
+        is_directed: bool,
+    ) -> Self {
+        TikvLoader {
+            node_property_config,
+            edge_property_config,
+            is_directed,
+        }
+    }
+}
+
+impl<'a, Id: IdType, NL: Hash + Eq, EL: Hash + Eq> GraphLoader<'a, Id, NL, EL> for TikvLoader
+    where
+            for<'de> Id: Deserialize<'de> + Serialize,
+            for<'de> NL: Deserialize<'de> + Serialize,
+            for<'de> EL: Deserialize<'de> + Serialize,
+{
+    ///loading graph into tikv
+    fn load(&self, reader: CSVReader<'a, Id, NL, EL>) {
+        futures::executor::block_on(async {
+            let client = Client::new(self.node_property_config.clone()).unwrap();
+            let nodes = reader
+                .prop_node_iter()
+                .map(|mut x| {
+                    let mut default_map = Map::new();
+                    let props_map = x.2.as_object_mut().unwrap_or(&mut default_map);
+                    if x.1.is_some() {
+                        let label = serde_json::to_value(x.1.unwrap());
+                        if label.is_ok() {
+                            props_map.insert(String::from(":LABEL"), label.unwrap());
+                        }
+                    }
+                    (bincode::serialize(&(x.0)).unwrap(), serde_json::to_string(props_map).unwrap())
+                })
+                .collect_vec();
+            client
+                .batch_put(nodes)
+                .await
+                .expect("Insert node property failed!");
+        });
+
+        futures::executor::block_on(async {
+            let client = Client::new(self.edge_property_config.clone()).unwrap();
+            let edges = reader
+                .prop_edge_iter()
+                .map(|mut x| {
+                    let mut default_map = Map::new();
+                    let props_map = x.3.as_object_mut().unwrap_or(&mut default_map);
+                    if x.2.is_some() {
+                        let label = serde_json::to_value(x.2.unwrap());
+                        if label.is_ok() {
+                            props_map.insert(String::from(":LABEL"), label.unwrap());
+                        }
+                    }
+                    (bincode::serialize(&(x.0, x.1)).unwrap(), serde_json::to_string(props_map).unwrap())
+                })
+                .collect_vec();
+            client
+                .batch_put(edges)
+                .await
+                .expect("Insert edge property failed!");
+        });
+    }
+}

From 9c16b99f669d65f004d9a12c08c8fc1e00bb4ce7 Mon Sep 17 00:00:00 2001
From: Michael Chen <920901835@qq.com>
Date: Thu, 15 Aug 2019 10:46:14 +0800
Subject: [PATCH 364/391] fix:add some comments

---
 examples/graph_to_tikv.rs | 1 +
 1 file changed, 1 insertion(+)

diff --git a/examples/graph_to_tikv.rs b/examples/graph_to_tikv.rs
index 8c1426f6..162a6081 100644
--- a/examples/graph_to_tikv.rs
+++ b/examples/graph_to_tikv.rs
@@ -48,6 +48,7 @@ fn main() {
         false,
     ).load(reader);
 
+    //Verifying nodes and edges storing in tikv
     futures::executor::block_on(async {
         let client = Client::new(Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()])).unwrap();
         let _node = client.get(bincode::serialize(&0).unwrap())

From 4bd5699738235f6c2f96ac908065ead8921ecaf5 Mon Sep 17 00:00:00 2001
From: Michael Chen <920901835@qq.com>
Date: Thu, 15 Aug 2019 10:53:06 +0800
Subject: [PATCH 365/391] fix:rustfmt

---
 examples/graph_to_tikv.rs               | 15 +++++++++------
 src/graph_impl/static_graph/edge_vec.rs |  1 -
 src/io/tikv/tikv_loader.rs              | 20 +++++++++++++-------
 3 files changed, 22 insertions(+), 14 deletions(-)

diff --git a/examples/graph_to_tikv.rs b/examples/graph_to_tikv.rs
index 162a6081..60d1966f 100644
--- a/examples/graph_to_tikv.rs
+++ b/examples/graph_to_tikv.rs
@@ -8,11 +8,11 @@ use rust_graph::prelude::*;
 
 use rust_graph::io::csv::{CSVReader, JsonValue};
 use rust_graph::io::tikv::tikv_loader::TikvLoader;
+use serde_json::from_slice;
+use serde_json::json;
 use tempfile::TempDir;
-use tikv_client::Config;
 use tikv_client::raw::Client;
-use serde_json::json;
-use serde_json::from_slice;
+use tikv_client::Config;
 
 const NODE_PD_SERVER_ADDR: &str = "192.168.2.2:2379";
 const EDGE_PD_SERVER_ADDR: &str = "192.168.2.7:2379";
@@ -46,12 +46,14 @@ fn main() {
         Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
         Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
         false,
-    ).load(reader);
+    )
+    .load(reader);
 
     //Verifying nodes and edges storing in tikv
     futures::executor::block_on(async {
         let client = Client::new(Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()])).unwrap();
-        let _node = client.get(bincode::serialize(&0).unwrap())
+        let _node = client
+            .get(bincode::serialize(&0).unwrap())
             .await
             .expect("Get node info failed!");
         println!("Node0 from tikv: {:?}", _node);
@@ -63,7 +65,8 @@ fn main() {
             None => assert!(false),
         }
         let client = Client::new(Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()])).unwrap();
-        let _edge = client.get(bincode::serialize(&(0, 1)).unwrap())
+        let _edge = client
+            .get(bincode::serialize(&(0, 1)).unwrap())
             .await
             .expect("Get node info failed!");
         println!("Edge(0,1) from tikv: {:?}", _edge);
diff --git a/src/graph_impl/static_graph/edge_vec.rs b/src/graph_impl/static_graph/edge_vec.rs
index 006006b5..86f3577d 100644
--- a/src/graph_impl/static_graph/edge_vec.rs
+++ b/src/graph_impl/static_graph/edge_vec.rs
@@ -592,5 +592,4 @@ mod test {
 
         assert_eq!(edges.edges, vec![3_u32, 3, 3, 0, 1, 2, 2]);
     }
-
 }
diff --git a/src/io/tikv/tikv_loader.rs b/src/io/tikv/tikv_loader.rs
index 754f2e22..bf7f9b39 100644
--- a/src/io/tikv/tikv_loader.rs
+++ b/src/io/tikv/tikv_loader.rs
@@ -18,6 +18,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
+use crate::generic::IdType;
 use crate::io::csv::CSVReader;
 use crate::io::GraphLoader;
 use itertools::Itertools;
@@ -26,7 +27,6 @@ use serde_json::Map;
 use std::hash::Hash;
 use tikv_client::raw::Client;
 use tikv_client::Config;
-use crate::generic::IdType;
 
 #[derive(Debug)]
 pub struct TikvLoader {
@@ -50,10 +50,10 @@ impl TikvLoader {
 }
 
 impl<'a, Id: IdType, NL: Hash + Eq, EL: Hash + Eq> GraphLoader<'a, Id, NL, EL> for TikvLoader
-    where
-            for<'de> Id: Deserialize<'de> + Serialize,
-            for<'de> NL: Deserialize<'de> + Serialize,
-            for<'de> EL: Deserialize<'de> + Serialize,
+where
+    for<'de> Id: Deserialize<'de> + Serialize,
+    for<'de> NL: Deserialize<'de> + Serialize,
+    for<'de> EL: Deserialize<'de> + Serialize,
 {
     ///loading graph into tikv
     fn load(&self, reader: CSVReader<'a, Id, NL, EL>) {
@@ -70,7 +70,10 @@ impl<'a, Id: IdType, NL: Hash + Eq, EL: Hash + Eq> GraphLoader<'a, Id, NL, EL> f
                             props_map.insert(String::from(":LABEL"), label.unwrap());
                         }
                     }
-                    (bincode::serialize(&(x.0)).unwrap(), serde_json::to_string(props_map).unwrap())
+                    (
+                        bincode::serialize(&(x.0)).unwrap(),
+                        serde_json::to_string(props_map).unwrap(),
+                    )
                 })
                 .collect_vec();
             client
@@ -92,7 +95,10 @@ impl<'a, Id: IdType, NL: Hash + Eq, EL: Hash + Eq> GraphLoader<'a, Id, NL, EL> f
                             props_map.insert(String::from(":LABEL"), label.unwrap());
                         }
                     }
-                    (bincode::serialize(&(x.0, x.1)).unwrap(), serde_json::to_string(props_map).unwrap())
+                    (
+                        bincode::serialize(&(x.0, x.1)).unwrap(),
+                        serde_json::to_string(props_map).unwrap(),
+                    )
                 })
                 .collect_vec();
             client

From a7596fab2448458b9036444b5b7dc7c62260961d Mon Sep 17 00:00:00 2001
From: Michael Chen <920901835@qq.com>
Date: Mon, 19 Aug 2019 10:33:18 +0800
Subject: [PATCH 366/391] fix:using cbor instead of bincode

---
 examples/graph_to_tikv.rs  | 7 +++----
 src/io/tikv/tikv_loader.rs | 4 ++--
 2 files changed, 5 insertions(+), 6 deletions(-)

diff --git a/examples/graph_to_tikv.rs b/examples/graph_to_tikv.rs
index 6b64e1f0..b898212e 100644
--- a/examples/graph_to_tikv.rs
+++ b/examples/graph_to_tikv.rs
@@ -6,10 +6,9 @@ use rust_graph::graph_impl::DiGraphMap;
 use rust_graph::io::{write_to_csv, GraphLoader};
 use rust_graph::prelude::*;
 
-use hashbrown::HashMap;
 use rust_graph::io::csv::CSVReader;
 use rust_graph::io::tikv::tikv_loader::TikvLoader;
-use serde_cbor::{from_slice, to_value, to_vec, Value};
+use serde_cbor::to_vec;
 use std::collections::BTreeMap;
 use tempfile::TempDir;
 use tikv_client::raw::Client;
@@ -52,7 +51,7 @@ fn main() {
     futures::executor::block_on(async {
         let client = Client::new(Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()])).unwrap();
         let _node = client
-            .get(bincode::serialize(&0).unwrap())
+            .get(serde_cbor::to_vec(&0).unwrap())
             .await
             .expect("Get node info failed!");
         println!("Node0 from tikv: {:?}", _node);
@@ -67,7 +66,7 @@ fn main() {
         }
         let client = Client::new(Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()])).unwrap();
         let _edge = client
-            .get(bincode::serialize(&(0, 1)).unwrap())
+            .get(serde_cbor::to_vec(&(0, 1)).unwrap())
             .await
             .expect("Get node info failed!");
         println!("Edge(0,1) from tikv: {:?}", _edge);
diff --git a/src/io/tikv/tikv_loader.rs b/src/io/tikv/tikv_loader.rs
index ca80c460..8e156ec5 100644
--- a/src/io/tikv/tikv_loader.rs
+++ b/src/io/tikv/tikv_loader.rs
@@ -73,7 +73,7 @@ where
                             }
                         }
                         (
-                            bincode::serialize(&(x.0)).unwrap(),
+                            serde_cbor::to_vec(&(x.0)).unwrap(),
                             serde_cbor::to_vec(props_map).unwrap(),
                         )
                     })
@@ -101,7 +101,7 @@ where
                             }
                         }
                         (
-                            bincode::serialize(&(x.0, x.1)).unwrap(),
+                            serde_cbor::to_vec(&(x.0, x.1)).unwrap(),
                             serde_cbor::to_vec(props_map).unwrap(),
                         )
                     })

From 8830bac447f0e72eaa78195e16782a35fe745c6d Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Tue, 20 Aug 2019 15:12:41 +1000
Subject: [PATCH 367/391] update read trait for simple multi-threading support

---
 src/io/csv/reader.rs | 72 +++++++++++++++++++++++---------------------
 src/io/read_graph.rs | 42 +++++++++++++++++++++++---
 2 files changed, 75 insertions(+), 39 deletions(-)

diff --git a/src/io/csv/reader.rs b/src/io/csv/reader.rs
index 43d6c432..7e9dead8 100644
--- a/src/io/csv/reader.rs
+++ b/src/io/csv/reader.rs
@@ -67,15 +67,21 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq> Clone for CSVReader<Id, NL, EL> {
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq> CSVReader<Id, NL, EL> {
     pub fn new<P: AsRef<Path>>(path_to_nodes: Vec<P>, path_to_edges: Vec<P>) -> Self {
+        let mut path_to_nodes = path_to_nodes
+            .into_iter()
+            .flat_map(|p| list_files(p))
+            .collect();
+        path_to_nodes.sort();
+
+        let mut path_to_edges = path_to_edges
+            .into_iter()
+            .flat_map(|p| list_files(p))
+            .collect();
+        path_to_edges.sort();
+
         CSVReader {
-            path_to_nodes: path_to_nodes
-                .into_iter()
-                .flat_map(|p| list_files(p))
-                .collect(),
-            path_to_edges: path_to_edges
-                .into_iter()
-                .flat_map(|p| list_files(p))
-                .collect(),
+            path_to_nodes,
+            path_to_edges,
             separator: b',',
             has_headers: true,
             is_flexible: false,
@@ -119,14 +125,13 @@ where
     for<'de> NL: Deserialize<'de>,
     for<'de> EL: Deserialize<'de>,
 {
-    fn node_iter(&self) -> Iter<(Id, Option<NL>)> {
-        let vec = self.path_to_nodes.clone();
+    fn get_node_iter(&self, idx: usize) -> Option<Iter<(Id, Option<NL>)>> {
+        let node_file = self.path_to_nodes.get(idx).cloned();
         let has_headers = self.has_headers;
         let is_flexible = self.is_flexible;
         let separator = self.separator;
 
-        let iter = vec
-            .into_iter()
+        node_file
             .map(move |path_to_nodes| {
                 let str_node_path = path_to_nodes.as_path().to_str().unwrap();
                 info!("Reading nodes from {}", str_node_path);
@@ -152,19 +157,16 @@ where
                         }
                     })
             })
-            .flat_map(|x| x);
-
-        Iter::new(Box::new(iter))
+            .map(|iter| Iter::new(Box::new(iter)))
     }
 
-    fn edge_iter(&self) -> Iter<(Id, Id, Option<EL>)> {
-        let vec = self.path_to_edges.clone();
+    fn get_edge_iter(&self, idx: usize) -> Option<Iter<(Id, Id, Option<EL>)>> {
+        let edge_file = self.path_to_edges.get(idx).cloned();
         let has_headers = self.has_headers;
         let is_flexible = self.is_flexible;
         let separator = self.separator;
 
-        let iter = vec
-            .into_iter()
+        edge_file
             .map(move |path_to_edges| {
                 info!(
                     "Reading edges from {}",
@@ -192,21 +194,18 @@ where
                         }
                     })
             })
-            .flat_map(|x| x);
-
-        Iter::new(Box::new(iter))
+            .map(|iter| Iter::new(Box::new(iter)))
     }
 
-    fn prop_node_iter(&self) -> Iter<(Id, Option<NL>, JsonValue)> {
+    fn get_prop_node_iter(&self, idx: usize) -> Option<Iter<(Id, Option<NL>, Value)>> {
         assert!(self.has_headers);
 
-        let vec = self.path_to_nodes.clone();
+        let node_file = self.path_to_nodes.get(idx).cloned();
         let has_headers = self.has_headers;
         let is_flexible = self.is_flexible;
         let separator = self.separator;
 
-        let iter = vec
-            .into_iter()
+        node_file
             .map(move |path_to_nodes| {
                 info!(
                     "Reading nodes from {}",
@@ -232,21 +231,18 @@ where
                     (record.id, record.label, prop)
                 })
             })
-            .flat_map(|x| x);
-
-        Iter::new(Box::new(iter))
+            .map(|iter| Iter::new(Box::new(iter)))
     }
 
-    fn prop_edge_iter(&self) -> Iter<(Id, Id, Option<EL>, JsonValue)> {
+    fn get_prop_edge_iter(&self, idx: usize) -> Option<Iter<(Id, Id, Option<EL>, Value)>> {
         assert!(self.has_headers);
 
-        let vec = self.path_to_edges.clone();
+        let edge_file = self.path_to_edges.get(idx).cloned();
         let has_headers = self.has_headers;
         let is_flexible = self.is_flexible;
         let separator = self.separator;
 
-        let iter = vec
-            .into_iter()
+        edge_file
             .map(move |path_to_edges| {
                 info!(
                     "Reading edges from {}",
@@ -272,9 +268,15 @@ where
                     (record.src, record.dst, record.label, prop)
                 })
             })
-            .flat_map(|x| x);
+            .map(|iter| Iter::new(Box::new(iter)))
+    }
+
+    fn num_of_node_files(&self) -> usize {
+        self.path_to_nodes.len()
+    }
 
-        Iter::new(Box::new(iter))
+    fn num_of_edge_files(&self) -> usize {
+        self.path_to_edges.len()
     }
 }
 
diff --git a/src/io/read_graph.rs b/src/io/read_graph.rs
index 220a07ab..8474578d 100644
--- a/src/io/read_graph.rs
+++ b/src/io/read_graph.rs
@@ -29,10 +29,44 @@ where
     for<'de> NL: Deserialize<'de>,
     for<'de> EL: Deserialize<'de>,
 {
-    fn node_iter(&self) -> Iter<(Id, Option<NL>)>;
-    fn edge_iter(&self) -> Iter<(Id, Id, Option<EL>)>;
-    fn prop_node_iter(&self) -> Iter<(Id, Option<NL>, JsonValue)>;
-    fn prop_edge_iter(&self) -> Iter<(Id, Id, Option<EL>, JsonValue)>;
+    fn get_node_iter(&self, idx: usize) -> Option<Iter<(Id, Option<NL>)>>;
+    fn get_edge_iter(&self, idx: usize) -> Option<Iter<(Id, Id, Option<EL>)>>;
+    fn get_prop_node_iter(&self, idx: usize) -> Option<Iter<(Id, Option<NL>, JsonValue)>>;
+    fn get_prop_edge_iter(&self, idx: usize) -> Option<Iter<(Id, Id, Option<EL>, JsonValue)>>;
+    fn num_of_node_files(&self) -> usize;
+    fn num_of_edge_files(&self) -> usize;
+
+    fn node_iter(&self) -> Iter<(Id, Option<NL>)> {
+        let iter = (0..self.num_of_node_files())
+            .map(|i| self.get_node_iter(i).unwrap())
+            .flat_map(|x| x);
+
+        Iter::new(Box::new(iter))
+    }
+
+    fn edge_iter(&self) -> Iter<(Id, Id, Option<EL>)> {
+        let iter = (0..self.num_of_edge_files())
+            .map(|i| self.get_edge_iter(i).unwrap())
+            .flat_map(|x| x);
+
+        Iter::new(Box::new(iter))
+    }
+
+    fn prop_node_iter(&self) -> Iter<(Id, Option<NL>, JsonValue)> {
+        let iter = (0..self.num_of_node_files())
+            .map(|i| self.get_prop_node_iter(i).unwrap())
+            .flat_map(|x| x);
+
+        Iter::new(Box::new(iter))
+    }
+
+    fn prop_edge_iter(&self) -> Iter<(Id, Id, Option<EL>, JsonValue)> {
+        let iter = (0..self.num_of_edge_files())
+            .map(|i| self.get_prop_edge_iter(i).unwrap())
+            .flat_map(|x| x);
+
+        Iter::new(Box::new(iter))
+    }
 }
 
 pub trait ReadGraphTo<Id: IdType, NL: Hash + Eq, EL: Hash + Eq>: ReadGraph<Id, NL, EL>

From 971c001db8902a0004c752383c665c63793fdf04 Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Tue, 20 Aug 2019 16:33:48 +1000
Subject: [PATCH 368/391] fix bug of collect

---
 src/io/csv/reader.rs | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/src/io/csv/reader.rs b/src/io/csv/reader.rs
index 7e9dead8..27fa8154 100644
--- a/src/io/csv/reader.rs
+++ b/src/io/csv/reader.rs
@@ -40,6 +40,7 @@ use io::csv::JsonValue;
 use io::{ReadGraph, ReadGraphTo};
 use serde::Deserialize;
 use serde_json::{from_str, to_value};
+use itertools::Itertools;
 
 #[derive(Debug, Default)]
 pub struct CSVReader<Id: IdType, NL: Hash + Eq, EL: Hash + Eq = NL> {
@@ -70,13 +71,13 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq> CSVReader<Id, NL, EL> {
         let mut path_to_nodes = path_to_nodes
             .into_iter()
             .flat_map(|p| list_files(p))
-            .collect();
+            .collect_vec();
         path_to_nodes.sort();
 
         let mut path_to_edges = path_to_edges
             .into_iter()
             .flat_map(|p| list_files(p))
-            .collect();
+            .collect_vec();
         path_to_edges.sort();
 
         CSVReader {

From b37293bd09763139bd60a3243d9e5f839c356042 Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Tue, 20 Aug 2019 16:49:34 +1000
Subject: [PATCH 369/391] fix error of lifetime

---
 src/io/csv/mod.rs    |  4 ++--
 src/io/csv/reader.rs | 12 +++++++-----
 src/io/read_graph.rs | 26 ++++++++++++++++----------
 3 files changed, 25 insertions(+), 17 deletions(-)

diff --git a/src/io/csv/mod.rs b/src/io/csv/mod.rs
index f0a5092c..415d0b25 100644
--- a/src/io/csv/mod.rs
+++ b/src/io/csv/mod.rs
@@ -58,8 +58,8 @@ pub fn read_from_csv<Id, NL, EL, G, P>(
     is_flexible: bool,
 ) where
     for<'de> Id: IdType + Serialize + Deserialize<'de>,
-    for<'de> NL: Hash + Eq + Serialize + Deserialize<'de>,
-    for<'de> EL: Hash + Eq + Serialize + Deserialize<'de>,
+    for<'de> NL: Hash + Eq + Serialize + Deserialize<'de> + 'static,
+    for<'de> EL: Hash + Eq + Serialize + Deserialize<'de> + 'static,
     G: MutGraphTrait<Id, NL, EL>,
     P: AsRef<Path>,
 {
diff --git a/src/io/csv/reader.rs b/src/io/csv/reader.rs
index 27fa8154..5d581e89 100644
--- a/src/io/csv/reader.rs
+++ b/src/io/csv/reader.rs
@@ -38,9 +38,9 @@ use generic::{IdType, Iter};
 use io::csv::record::{EdgeRecord, NodeRecord, PropEdgeRecord, PropNodeRecord};
 use io::csv::JsonValue;
 use io::{ReadGraph, ReadGraphTo};
+use itertools::Itertools;
 use serde::Deserialize;
 use serde_json::{from_str, to_value};
-use itertools::Itertools;
 
 #[derive(Debug, Default)]
 pub struct CSVReader<Id: IdType, NL: Hash + Eq, EL: Hash + Eq = NL> {
@@ -120,7 +120,8 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq> CSVReader<Id, NL, EL> {
     }
 }
 
-impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq> ReadGraph<Id, NL, EL> for CSVReader<Id, NL, EL>
+impl<Id: IdType, NL: Hash + Eq + 'static, EL: Hash + Eq + 'static> ReadGraph<Id, NL, EL>
+    for CSVReader<Id, NL, EL>
 where
     for<'de> Id: Deserialize<'de>,
     for<'de> NL: Deserialize<'de>,
@@ -198,7 +199,7 @@ where
             .map(|iter| Iter::new(Box::new(iter)))
     }
 
-    fn get_prop_node_iter(&self, idx: usize) -> Option<Iter<(Id, Option<NL>, Value)>> {
+    fn get_prop_node_iter(&self, idx: usize) -> Option<Iter<(Id, Option<NL>, JsonValue)>> {
         assert!(self.has_headers);
 
         let node_file = self.path_to_nodes.get(idx).cloned();
@@ -235,7 +236,7 @@ where
             .map(|iter| Iter::new(Box::new(iter)))
     }
 
-    fn get_prop_edge_iter(&self, idx: usize) -> Option<Iter<(Id, Id, Option<EL>, Value)>> {
+    fn get_prop_edge_iter(&self, idx: usize) -> Option<Iter<(Id, Id, Option<EL>, JsonValue)>> {
         assert!(self.has_headers);
 
         let edge_file = self.path_to_edges.get(idx).cloned();
@@ -281,7 +282,8 @@ where
     }
 }
 
-impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq> ReadGraphTo<Id, NL, EL> for CSVReader<Id, NL, EL>
+impl<Id: IdType, NL: Hash + Eq + 'static, EL: Hash + Eq + 'static> ReadGraphTo<Id, NL, EL>
+    for CSVReader<Id, NL, EL>
 where
     for<'de> Id: Deserialize<'de>,
     for<'de> NL: Deserialize<'de>,
diff --git a/src/io/read_graph.rs b/src/io/read_graph.rs
index 8474578d..42a33467 100644
--- a/src/io/read_graph.rs
+++ b/src/io/read_graph.rs
@@ -20,10 +20,11 @@
  */
 use generic::{IdType, Iter, MutGraphTrait};
 use io::csv::JsonValue;
+use itertools::Itertools;
 use serde::Deserialize;
 use std::hash::Hash;
 
-pub trait ReadGraph<Id: IdType, NL: Hash + Eq, EL: Hash + Eq>
+pub trait ReadGraph<Id: IdType, NL: Hash + Eq + 'static, EL: Hash + Eq + 'static>
 where
     for<'de> Id: Deserialize<'de>,
     for<'de> NL: Deserialize<'de>,
@@ -37,39 +38,44 @@ where
     fn num_of_edge_files(&self) -> usize;
 
     fn node_iter(&self) -> Iter<(Id, Option<NL>)> {
-        let iter = (0..self.num_of_node_files())
+        let iter_vec = (0..self.num_of_node_files())
             .map(|i| self.get_node_iter(i).unwrap())
-            .flat_map(|x| x);
+            .collect_vec();
+        let iter = iter_vec.into_iter().flat_map(|x| x);
 
         Iter::new(Box::new(iter))
     }
 
     fn edge_iter(&self) -> Iter<(Id, Id, Option<EL>)> {
-        let iter = (0..self.num_of_edge_files())
+        let iter_vec = (0..self.num_of_edge_files())
             .map(|i| self.get_edge_iter(i).unwrap())
-            .flat_map(|x| x);
+            .collect_vec();
+        let iter = iter_vec.into_iter().flat_map(|x| x);
 
         Iter::new(Box::new(iter))
     }
 
     fn prop_node_iter(&self) -> Iter<(Id, Option<NL>, JsonValue)> {
-        let iter = (0..self.num_of_node_files())
+        let iter_vec = (0..self.num_of_node_files())
             .map(|i| self.get_prop_node_iter(i).unwrap())
-            .flat_map(|x| x);
+            .collect_vec();
+        let iter = iter_vec.into_iter().flat_map(|x| x);
 
         Iter::new(Box::new(iter))
     }
 
     fn prop_edge_iter(&self) -> Iter<(Id, Id, Option<EL>, JsonValue)> {
-        let iter = (0..self.num_of_edge_files())
+        let iter_vec = (0..self.num_of_edge_files())
             .map(|i| self.get_prop_edge_iter(i).unwrap())
-            .flat_map(|x| x);
+            .collect_vec();
+        let iter = iter_vec.into_iter().flat_map(|x| x);
 
         Iter::new(Box::new(iter))
     }
 }
 
-pub trait ReadGraphTo<Id: IdType, NL: Hash + Eq, EL: Hash + Eq>: ReadGraph<Id, NL, EL>
+pub trait ReadGraphTo<Id: IdType, NL: Hash + Eq + 'static, EL: Hash + Eq + 'static>:
+    ReadGraph<Id, NL, EL>
 where
     for<'de> Id: Deserialize<'de>,
     for<'de> NL: Deserialize<'de>,

From 35d248c44abd806ff507d37379060e3ae13984f6 Mon Sep 17 00:00:00 2001
From: Michael Chen <920901835@qq.com>
Date: Tue, 20 Aug 2019 15:32:18 +0800
Subject: [PATCH 370/391] fix:hdfs file iterator

---
 src/graph_impl/static_graph/edge_vec.rs |  1 -
 src/io/csv/reader.rs                    |  4 +-
 src/io/hdfs/mod.rs                      |  4 +-
 src/io/hdfs/reader.rs                   | 65 ++++++++++++-------------
 4 files changed, 35 insertions(+), 39 deletions(-)

diff --git a/src/graph_impl/static_graph/edge_vec.rs b/src/graph_impl/static_graph/edge_vec.rs
index 3d8a7095..b635fd15 100644
--- a/src/graph_impl/static_graph/edge_vec.rs
+++ b/src/graph_impl/static_graph/edge_vec.rs
@@ -592,5 +592,4 @@ mod test {
 
         assert_eq!(edges.edges, vec![3_u32, 3, 3, 0, 1, 2, 2]);
     }
-
 }
diff --git a/src/io/csv/reader.rs b/src/io/csv/reader.rs
index 5d581e89..6ab8a8cd 100644
--- a/src/io/csv/reader.rs
+++ b/src/io/csv/reader.rs
@@ -68,13 +68,13 @@ impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq> Clone for CSVReader<Id, NL, EL> {
 
 impl<Id: IdType, NL: Hash + Eq, EL: Hash + Eq> CSVReader<Id, NL, EL> {
     pub fn new<P: AsRef<Path>>(path_to_nodes: Vec<P>, path_to_edges: Vec<P>) -> Self {
-        let mut path_to_nodes = path_to_nodes
+        let mut path_to_nodes: Vec<PathBuf> = path_to_nodes
             .into_iter()
             .flat_map(|p| list_files(p))
             .collect_vec();
         path_to_nodes.sort();
 
-        let mut path_to_edges = path_to_edges
+        let mut path_to_edges: Vec<PathBuf> = path_to_edges
             .into_iter()
             .flat_map(|p| list_files(p))
             .collect_vec();
diff --git a/src/io/hdfs/mod.rs b/src/io/hdfs/mod.rs
index fd155e7b..a7a060ea 100644
--- a/src/io/hdfs/mod.rs
+++ b/src/io/hdfs/mod.rs
@@ -38,8 +38,8 @@ pub fn read_from_hdfs<Id, NL, EL, G, P>(
     is_flexible: bool,
 ) where
     for<'de> Id: IdType + Serialize + Deserialize<'de>,
-    for<'de> NL: Hash + Eq + Serialize + Deserialize<'de>,
-    for<'de> EL: Hash + Eq + Serialize + Deserialize<'de>,
+    for<'de> NL: Hash + Eq + Serialize + Deserialize<'de> + 'static,
+    for<'de> EL: Hash + Eq + Serialize + Deserialize<'de> + 'static,
     G: MutGraphTrait<Id, NL, EL>,
     P: AsRef<Path>,
 {
diff --git a/src/io/hdfs/reader.rs b/src/io/hdfs/reader.rs
index da1978d6..09c9fcb3 100644
--- a/src/io/hdfs/reader.rs
+++ b/src/io/hdfs/reader.rs
@@ -131,21 +131,20 @@ impl<'a, Id: IdType, NL: Hash + Eq, EL: Hash + Eq> HDFSReader<'a, Id, NL, EL> {
     }
 }
 
-impl<'a, Id: IdType, NL: Hash + Eq, EL: Hash + Eq> ReadGraph<Id, NL, EL>
+impl<'a, Id: IdType, NL: Hash + Eq + 'static, EL: Hash + Eq + 'static> ReadGraph<Id, NL, EL>
     for HDFSReader<'a, Id, NL, EL>
 where
-    for<'de> Id: Deserialize<'de>,
-    for<'de> NL: Deserialize<'de>,
-    for<'de> EL: Deserialize<'de>,
+    for<'de> Id: Deserialize<'de> + 'a,
+    for<'de> NL: Deserialize<'de> + 'a,
+    for<'de> EL: Deserialize<'de> + 'a,
 {
-    fn node_iter(&self) -> Iter<(Id, Option<NL>)> {
-        let vec = self.path_to_nodes.clone();
+    fn get_node_iter(&self, idx: usize) -> Option<Iter<(Id, Option<NL>)>> {
+        let node_file = self.path_to_nodes.get(idx).cloned();
         let has_headers = self.has_headers;
         let is_flexible = self.is_flexible;
         let separator = self.separator;
 
-        let iter = vec
-            .into_iter()
+        node_file
             .map(move |path_to_nodes| {
                 let str_node_path = path_to_nodes.as_path().to_str().unwrap();
                 info!("Reading nodes from {}", str_node_path);
@@ -175,18 +174,16 @@ where
                         }
                     })
             })
-            .flat_map(|x| x);;
-        Iter::new(Box::new(iter))
+            .map(|iter| Iter::new(Box::new(iter)))
     }
 
-    fn edge_iter(&self) -> Iter<(Id, Id, Option<EL>)> {
-        let vec = self.path_to_edges.clone();
+    fn get_edge_iter(&self, idx: usize) -> Option<Iter<(Id, Id, Option<EL>)>> {
+        let edge_file = self.path_to_edges.get(idx).cloned();
         let has_headers = self.has_headers;
         let is_flexible = self.is_flexible;
         let separator = self.separator;
 
-        let iter = vec
-            .into_iter()
+        edge_file
             .map(move |path_to_edges| {
                 let str_edge_path = path_to_edges.as_path().to_str().unwrap();
                 info!("Reading edges from {}", str_edge_path);
@@ -216,21 +213,18 @@ where
                         }
                     })
             })
-            .flat_map(|x| x);
-
-        Iter::new(Box::new(iter))
+            .map(|iter| Iter::new(Box::new(iter)))
     }
 
-    fn prop_node_iter(&self) -> Iter<(Id, Option<NL>, JsonValue)> {
+    fn get_prop_node_iter(&self, idx: usize) -> Option<Iter<(Id, Option<NL>, JsonValue)>> {
         assert!(self.has_headers);
 
-        let vec = self.path_to_nodes.clone();
+        let node_file = self.path_to_nodes.get(idx).cloned();
         let has_headers = self.has_headers;
         let is_flexible = self.is_flexible;
         let separator = self.separator;
 
-        let iter = vec
-            .into_iter()
+        node_file
             .map(move |path_to_nodes| {
                 let str_node_path = path_to_nodes.as_path().to_str().unwrap();
                 info!("Reading nodes from {}", str_node_path);
@@ -258,19 +252,16 @@ where
                     (record.id, record.label, prop)
                 })
             })
-            .flat_map(|x| x);
-
-        Iter::new(Box::new(iter))
+            .map(|iter| Iter::new(Box::new(iter)))
     }
 
-    fn prop_edge_iter(&self) -> Iter<(Id, Id, Option<EL>, JsonValue)> {
-        let vec = self.path_to_edges.clone();
+    fn get_prop_edge_iter(&self, idx: usize) -> Option<Iter<(Id, Id, Option<EL>, JsonValue)>> {
+        let edge_file = self.path_to_edges.get(idx).cloned();
         let has_headers = self.has_headers;
         let is_flexible = self.is_flexible;
         let separator = self.separator;
 
-        let iter = vec
-            .into_iter()
+        edge_file
             .map(move |path_to_edges| {
                 let str_edge_path = path_to_edges.as_path().to_str().unwrap();
                 info!("Reading edges from {}", str_edge_path);
@@ -298,18 +289,24 @@ where
                     (record.src, record.dst, record.label, prop)
                 })
             })
-            .flat_map(|x| x);
+            .map(|iter| Iter::new(Box::new(iter)))
+    }
+
+    fn num_of_node_files(&self) -> usize {
+        self.path_to_nodes.len()
+    }
 
-        Iter::new(Box::new(iter))
+    fn num_of_edge_files(&self) -> usize {
+        self.path_to_edges.len()
     }
 }
 
-impl<'a, Id: IdType, NL: Hash + Eq, EL: Hash + Eq> ReadGraphTo<Id, NL, EL>
+impl<'a, Id: IdType, NL: Hash + Eq + 'static, EL: Hash + Eq + 'static> ReadGraphTo<Id, NL, EL>
     for HDFSReader<'a, Id, NL, EL>
 where
-    for<'de> Id: Deserialize<'de>,
-    for<'de> NL: Deserialize<'de>,
-    for<'de> EL: Deserialize<'de>,
+    for<'de> Id: Deserialize<'de> + 'a,
+    for<'de> NL: Deserialize<'de> + 'a,
+    for<'de> EL: Deserialize<'de> + 'a,
 {
 }
 

From d799a3875d70032417837e43b838ab45e50f062a Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Tue, 20 Aug 2019 19:52:46 +1000
Subject: [PATCH 371/391] remove 'a

---
 src/io/hdfs/reader.rs | 13 +++++++------
 1 file changed, 7 insertions(+), 6 deletions(-)

diff --git a/src/io/hdfs/reader.rs b/src/io/hdfs/reader.rs
index 09c9fcb3..2ce1445b 100644
--- a/src/io/hdfs/reader.rs
+++ b/src/io/hdfs/reader.rs
@@ -134,9 +134,9 @@ impl<'a, Id: IdType, NL: Hash + Eq, EL: Hash + Eq> HDFSReader<'a, Id, NL, EL> {
 impl<'a, Id: IdType, NL: Hash + Eq + 'static, EL: Hash + Eq + 'static> ReadGraph<Id, NL, EL>
     for HDFSReader<'a, Id, NL, EL>
 where
-    for<'de> Id: Deserialize<'de> + 'a,
-    for<'de> NL: Deserialize<'de> + 'a,
-    for<'de> EL: Deserialize<'de> + 'a,
+    for<'de> Id: Deserialize<'de>,
+    for<'de> NL: Deserialize<'de>,
+    for<'de> EL: Deserialize<'de>,
 {
     fn get_node_iter(&self, idx: usize) -> Option<Iter<(Id, Option<NL>)>> {
         let node_file = self.path_to_nodes.get(idx).cloned();
@@ -304,9 +304,9 @@ where
 impl<'a, Id: IdType, NL: Hash + Eq + 'static, EL: Hash + Eq + 'static> ReadGraphTo<Id, NL, EL>
     for HDFSReader<'a, Id, NL, EL>
 where
-    for<'de> Id: Deserialize<'de> + 'a,
-    for<'de> NL: Deserialize<'de> + 'a,
-    for<'de> EL: Deserialize<'de> + 'a,
+    for<'de> Id: Deserialize<'de>,
+    for<'de> NL: Deserialize<'de>,
+    for<'de> EL: Deserialize<'de>,
 {
 }
 
@@ -343,5 +343,6 @@ fn list_hdfs_files<P: AsRef<Path>>(p: P) -> Vec<PathBuf> {
             }
         }
     }
+
     fold_path_vec
 }

From 190a9d5e336527a45f3f6e1acbdd25bd69904793 Mon Sep 17 00:00:00 2001
From: Michael Chen <920901835@qq.com>
Date: Thu, 22 Aug 2019 12:25:34 +0800
Subject: [PATCH 372/391] fix:graph_loader && initial batch_write test

---
 Cargo.toml                                |   1 +
 examples/graph_to_tikv.rs                 |  16 ++-
 examples/tikv_rocksdb_batch_write_test.rs | 103 ++++++++++++++++++
 src/io/mod.rs                             |   1 +
 src/io/rocksdb/mod.rs                     |  21 ++++
 src/io/rocksdb/rocksdb_loader.rs          | 117 ++++++++++++++++++++
 src/io/tikv/tikv_loader.rs                | 127 +++++++++++++---------
 7 files changed, 324 insertions(+), 62 deletions(-)
 create mode 100644 examples/tikv_rocksdb_batch_write_test.rs
 create mode 100644 src/io/rocksdb/mod.rs
 create mode 100644 src/io/rocksdb/rocksdb_loader.rs

diff --git a/Cargo.toml b/Cargo.toml
index 5d03063d..3ca0928b 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -32,6 +32,7 @@ scoped_threadpool = "0.1.9"
 tikv-client = { git = "https://github.com/tikv/client-rust.git" }
 futures-preview = { version = "0.3.0-alpha.17", features = ["compat"] }
 walkdir = "2.0.0"
+tokio="0.2.0-alpha.2"
 
 [dependencies.hdfs]
 git="https://github.com/UNSW-database/hdfs-rs.git"
diff --git a/examples/graph_to_tikv.rs b/examples/graph_to_tikv.rs
index b898212e..1431ab44 100644
--- a/examples/graph_to_tikv.rs
+++ b/examples/graph_to_tikv.rs
@@ -8,7 +8,7 @@ use rust_graph::prelude::*;
 
 use rust_graph::io::csv::CSVReader;
 use rust_graph::io::tikv::tikv_loader::TikvLoader;
-use serde_cbor::to_vec;
+use serde_cbor::{to_vec, ObjectKey, Value};
 use std::collections::BTreeMap;
 use tempfile::TempDir;
 use tikv_client::raw::Client;
@@ -51,31 +51,29 @@ fn main() {
     futures::executor::block_on(async {
         let client = Client::new(Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()])).unwrap();
         let _node = client
-            .get(serde_cbor::to_vec(&0).unwrap())
+            .get(bincode::serialize(&0).unwrap())
             .await
             .expect("Get node info failed!");
         println!("Node0 from tikv: {:?}", _node);
         match _node {
             Some(value_bytes) => {
                 let bytes: Vec<u8> = value_bytes.into();
-                let mut _ok = BTreeMap::new();
-                _ok.insert(":LABEL", Some("n0"));
-                assert_eq!(bytes, to_vec(&_ok).unwrap());
+                let empty_map: BTreeMap<ObjectKey, Value> = BTreeMap::new();
+                assert_eq!(bytes, to_vec(&(Some("n0"), empty_map)).unwrap());
             }
             None => assert!(false),
         }
         let client = Client::new(Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()])).unwrap();
         let _edge = client
-            .get(serde_cbor::to_vec(&(0, 1)).unwrap())
+            .get(bincode::serialize(&(0, 1)).unwrap())
             .await
             .expect("Get node info failed!");
         println!("Edge(0,1) from tikv: {:?}", _edge);
         match _edge {
             Some(value_bytes) => {
                 let bytes: Vec<u8> = value_bytes.into();
-                let mut _ok = BTreeMap::new();
-                _ok.insert(":LABEL", Some("e0"));
-                assert_eq!(bytes, to_vec(&_ok).unwrap());
+                let empty_map: BTreeMap<ObjectKey, Value> = BTreeMap::new();
+                assert_eq!(bytes, to_vec(&(Some("e0"), empty_map)).unwrap());
             }
             None => assert!(false),
         }
diff --git a/examples/tikv_rocksdb_batch_write_test.rs b/examples/tikv_rocksdb_batch_write_test.rs
new file mode 100644
index 00000000..e7a04bd1
--- /dev/null
+++ b/examples/tikv_rocksdb_batch_write_test.rs
@@ -0,0 +1,103 @@
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+#![feature(async_await)]
+extern crate rust_graph;
+extern crate tempdir;
+extern crate tikv_client;
+
+use rust_graph::io::rocksdb::rocksdb_loader::RocksDBLoader;
+use rust_graph::io::tikv::tikv_loader::TikvLoader;
+use rust_graph::io::{CSVReader, GraphLoader};
+use std::str::FromStr;
+use std::time::Instant;
+use tikv_client::Config;
+
+const NODE_PD_SERVER_ADDR: &str = "192.168.2.2:2379";
+const EDGE_PD_SERVER_ADDR: &str = "192.168.2.7:2379";
+
+fn main() {
+    let args: Vec<_> = std::env::args().collect();
+
+    if args.len() < 3 {
+        println!("tikv_rocksdb_batch_write_test [node_path] [edge_path] [batch_size]");
+        return;
+    }
+    let node_path = &args[1];
+    let edge_path = &args[2];
+    let batch_size = u32::from_str(&args[3]).expect("Batch_size format error.");
+
+    println!("Testing tikv time ...");
+
+    println!("Test time_tikv_batch_insert time...");
+    time_tikv_batch_insert_node(node_path, edge_path, batch_size);
+
+    println!("\nTesting rocksdb time ...");
+
+    println!("Test time_rocksdb_batch_insert time...");
+    time_rocksdb_batch_insert(node_path, edge_path, batch_size);
+}
+
+fn time_tikv_batch_insert_node(nodes: &str, edges: &str, batch_size: u32) {
+    let reader = CSVReader::<u32, String, String>::new(vec![nodes], vec![edges])
+        .headers(true)
+        .flexible(true)
+        .with_separator("bar");
+
+    let tike_loader = TikvLoader::new(
+        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+        false,
+    );
+
+    let start = Instant::now();
+    tike_loader.load(&reader, batch_size);
+    let duration = start.elapsed();
+    let total_time = duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9;
+    println!(
+        "Finished tikv graph insertion in {} seconds, and it takes {}ms per insertion.",
+        total_time,
+        total_time * 10f64
+    );
+}
+
+fn time_rocksdb_batch_insert(nodes: &str, edges: &str, batch_size: u32) {
+    let node = tempdir::TempDir::new("node").unwrap();
+    let edge = tempdir::TempDir::new("edge").unwrap();
+
+    let node_path = node.path();
+    let edge_path = edge.path();
+    let rocks_db_loader = RocksDBLoader::new(node_path, edge_path, false);
+
+    let reader = CSVReader::<u32, String, String>::new(vec![nodes], vec![edges])
+        .headers(true)
+        .flexible(true)
+        .with_separator("bar");
+
+    let start = Instant::now();
+    rocks_db_loader.load(&reader, batch_size);
+    let duration = start.elapsed();
+    let total_time = duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9;
+    println!(
+        "Finished rocksdb graph insertion in {} seconds, and it takes {}ms per insertion.",
+        total_time,
+        total_time * 10f64
+    );
+}
diff --git a/src/io/mod.rs b/src/io/mod.rs
index da678e92..c44974ae 100644
--- a/src/io/mod.rs
+++ b/src/io/mod.rs
@@ -22,6 +22,7 @@ pub mod csv;
 pub mod graph_loader;
 pub mod mmap;
 pub mod read_graph;
+pub mod rocksdb;
 pub mod serde;
 pub mod tikv;
 
diff --git a/src/io/rocksdb/mod.rs b/src/io/rocksdb/mod.rs
new file mode 100644
index 00000000..3c6de0da
--- /dev/null
+++ b/src/io/rocksdb/mod.rs
@@ -0,0 +1,21 @@
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+pub mod rocksdb_loader;
diff --git a/src/io/rocksdb/rocksdb_loader.rs b/src/io/rocksdb/rocksdb_loader.rs
new file mode 100644
index 00000000..ea18637b
--- /dev/null
+++ b/src/io/rocksdb/rocksdb_loader.rs
@@ -0,0 +1,117 @@
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+use crate::generic::IdType;
+use crate::io::{GraphLoader, ReadGraph};
+use itertools::Itertools;
+use rocksdb::Options;
+use rocksdb::{WriteBatch, DB as Tree};
+use serde::{Deserialize, Serialize};
+use serde_cbor::{to_value, Value};
+use std::collections::BTreeMap;
+use std::hash::Hash;
+use std::path::Path;
+
+#[derive(Debug)]
+pub struct RocksDBLoader {
+    node_property: Tree,
+    edge_property: Tree,
+    is_directed: bool,
+}
+
+impl RocksDBLoader {
+    pub fn new(node_path: &Path, edge_path: &Path, is_directed: bool) -> Self {
+        Tree::destroy(&Options::default(), &node_path).expect("Destroy node db failed");
+        Tree::destroy(&Options::default(), &edge_path).expect("Destroy edge db failed");
+
+        let mut opts = Options::default();
+        opts.create_if_missing(true);
+
+        let node_tree = Tree::open(&opts, node_path).expect("Open node db failed");
+        let edge_tree = Tree::open(&opts, edge_path).expect("Open edge db failed");
+        RocksDBLoader {
+            node_property: node_tree,
+            is_directed,
+            edge_property: edge_tree,
+        }
+    }
+}
+
+impl<'a, Id: IdType, NL: Hash + Eq, EL: Hash + Eq> GraphLoader<'a, Id, NL, EL> for RocksDBLoader
+where
+    for<'de> Id: Deserialize<'de> + Serialize,
+    for<'de> NL: Deserialize<'de> + Serialize,
+    for<'de> EL: Deserialize<'de> + Serialize,
+{
+    ///loading graph into tikv
+    fn load(&self, reader: &dyn ReadGraph<Id, NL, EL>, batch_size: u32) {
+        let chunks = reader.prop_node_iter().chunks(batch_size as usize);
+        for chunk in &chunks {
+            let mut batch = WriteBatch::default();
+            for mut x in chunk {
+                let mut default_map = BTreeMap::new();
+                let props_map = x.2.as_object_mut().unwrap_or(&mut default_map);
+                if x.1.is_some() {
+                    let label = to_value(x.1.unwrap());
+                    if label.is_ok() {
+                        batch.put(
+                            bincode::serialize(&x.0).unwrap(),
+                            serde_cbor::to_vec(&(Some(label.unwrap()), props_map)).unwrap(),
+                        );
+                        continue;
+                    }
+                }
+                batch.put(
+                    bincode::serialize(&(x.0)).unwrap(),
+                    serde_cbor::to_vec(&(Option::<Value>::None, props_map)).unwrap(),
+                );
+            }
+            self.node_property
+                .write(batch)
+                .expect("Insert node property failed!");
+        }
+
+        let chunks = reader.prop_edge_iter().chunks(batch_size as usize);
+        for chunk in &chunks {
+            let mut batch = WriteBatch::default();
+            for mut x in chunk {
+                let mut default_map = BTreeMap::new();
+                let props_map = x.3.as_object_mut().unwrap_or(&mut default_map);
+                if x.2.is_some() {
+                    let label = to_value(x.2.unwrap());
+                    if label.is_ok() {
+                        batch.put(
+                            bincode::serialize(&(x.0, x.1)).unwrap(),
+                            serde_cbor::to_vec(&(Some(label.unwrap()), props_map)).unwrap(),
+                        );
+                        continue;
+                    }
+                }
+                batch.put(
+                    bincode::serialize(&(x.0, x.1)).unwrap(),
+                    serde_cbor::to_vec(&(Option::<Value>::None, props_map)).unwrap(),
+                );
+            }
+            self.node_property
+                .write(batch)
+                .expect("Insert edges property failed!");
+        }
+    }
+}
diff --git a/src/io/tikv/tikv_loader.rs b/src/io/tikv/tikv_loader.rs
index 8e156ec5..033d7dfd 100644
--- a/src/io/tikv/tikv_loader.rs
+++ b/src/io/tikv/tikv_loader.rs
@@ -22,9 +22,10 @@ use crate::generic::IdType;
 use crate::io::{GraphLoader, ReadGraph};
 use itertools::Itertools;
 use serde::{Deserialize, Serialize};
-use serde_cbor::to_value;
+use serde_cbor::{to_value, Value};
 use std::collections::BTreeMap;
 use std::hash::Hash;
+use std::thread;
 use tikv_client::raw::Client;
 use tikv_client::Config;
 
@@ -57,60 +58,80 @@ where
 {
     ///loading graph into tikv
     fn load(&self, reader: &dyn ReadGraph<Id, NL, EL>, batch_size: u32) {
-        futures::executor::block_on(async {
-            let client = Client::new(self.node_property_config.clone()).unwrap();
-            let chunks = reader.prop_node_iter().chunks(batch_size as usize);
-            for chunk in &chunks {
-                let batch_nodes = chunk
-                    .map(|mut x| {
-                        let mut default_map = BTreeMap::new();
-                        let props_map = x.2.as_object_mut().unwrap_or(&mut default_map);
-                        if x.1.is_some() {
-                            let label = to_value(x.1.unwrap());
-                            if label.is_ok() {
-                                let key = serde_cbor::ObjectKey::String(String::from(":LABEL"));
-                                props_map.insert(key, label.unwrap());
-                            }
+        let mut thread_pool = vec![];
+        let chunks = reader.prop_node_iter().chunks(batch_size as usize);
+        for chunk in &chunks {
+            let batch_nodes = chunk
+                .map(|mut x| {
+                    let mut default_map = BTreeMap::new();
+                    let props_map = x.2.as_object_mut().unwrap_or(&mut default_map);
+                    if x.1.is_some() {
+                        let label = to_value(x.1.unwrap());
+                        if label.is_ok() {
+                            return (
+                                bincode::serialize(&x.0).unwrap(),
+                                serde_cbor::to_vec(&(Some(label.unwrap()), props_map)).unwrap(),
+                            );
                         }
-                        (
-                            serde_cbor::to_vec(&(x.0)).unwrap(),
-                            serde_cbor::to_vec(props_map).unwrap(),
-                        )
-                    })
-                    .collect_vec();
-                client
-                    .batch_put(batch_nodes)
-                    .await
-                    .expect("Insert node property failed!");
-            }
-        });
+                    }
+                    (
+                        bincode::serialize(&(x.0)).unwrap(),
+                        serde_cbor::to_vec(&(Option::<Value>::None, props_map)).unwrap(),
+                    )
+                })
+                .collect_vec();
 
-        futures::executor::block_on(async {
-            let client = Client::new(self.edge_property_config.clone()).unwrap();
-            let chunks = reader.prop_edge_iter().chunks(batch_size as usize);
-            for chunk in &chunks {
-                let batch_edges = chunk
-                    .map(|mut x| {
-                        let mut default_map = BTreeMap::new();
-                        let props_map = x.3.as_object_mut().unwrap_or(&mut default_map);
-                        if x.2.is_some() {
-                            let label = to_value(x.2.unwrap());
-                            if label.is_ok() {
-                                let key = serde_cbor::ObjectKey::String(String::from(":LABEL"));
-                                props_map.insert(key, label.unwrap());
-                            }
+            Client::new(self.node_property_config.clone())
+                .and_then(|client| {
+                    thread_pool.push(thread::spawn(move || write_to_tikv(client, batch_nodes)));
+                    Ok(())
+                })
+                .expect("Connected to node server failed!");
+        }
+
+        for t in thread_pool.into_iter(){
+            t.join();
+        }
+
+        let mut thread_pool = vec![];
+        let chunks = reader.prop_edge_iter().chunks(batch_size as usize);
+        for chunk in &chunks {
+            let batch_edges = chunk
+                .map(|mut x| {
+                    let mut default_map = BTreeMap::new();
+                    let props_map = x.3.as_object_mut().unwrap_or(&mut default_map);
+                    if x.2.is_some() {
+                        let label = to_value(x.2.unwrap());
+                        if label.is_ok() {
+                            return (
+                                bincode::serialize(&(x.0, x.1)).unwrap(),
+                                serde_cbor::to_vec(&(Some(label.unwrap()), props_map)).unwrap(),
+                            );
                         }
-                        (
-                            serde_cbor::to_vec(&(x.0, x.1)).unwrap(),
-                            serde_cbor::to_vec(props_map).unwrap(),
-                        )
-                    })
-                    .collect_vec();
-                client
-                    .batch_put(batch_edges)
-                    .await
-                    .expect("Insert edges property failed!");
-            }
-        });
+                    }
+                    (
+                        bincode::serialize(&(x.0, x.1)).unwrap(),
+                        serde_cbor::to_vec(&(Option::<Value>::None, props_map)).unwrap(),
+                    )
+                })
+                .collect_vec();
+            Client::new(self.edge_property_config.clone())
+                .and_then(|client| {
+                    thread_pool.push(thread::spawn(move || write_to_tikv(client, batch_edges)));
+                    Ok(())
+                })
+            .expect("Connected to node server failed!");
+        }
+
+        for t in thread_pool.into_iter(){
+            t.join();
+        }
     }
 }
+
+async fn write_to_tikv(client: Client, batch_data: Vec<(Vec<u8>, Vec<u8>)>) {
+    client
+        .batch_put(batch_data)
+        .await
+        .expect("Insert edges property failed!");
+}

From f8120c6fa9f02c0b701d5ea8782264f999bdf174 Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Thu, 22 Aug 2019 15:44:04 +1000
Subject: [PATCH 373/391] update logging for readers

---
 src/io/csv/reader.rs  | 110 ++++++++++++++++++++++++------------------
 src/io/hdfs/reader.rs | 104 +++++++++++++++++++++++++--------------
 2 files changed, 132 insertions(+), 82 deletions(-)

diff --git a/src/io/csv/reader.rs b/src/io/csv/reader.rs
index 6ab8a8cd..65231e29 100644
--- a/src/io/csv/reader.rs
+++ b/src/io/csv/reader.rs
@@ -135,27 +135,35 @@ where
 
         node_file
             .map(move |path_to_nodes| {
-                let str_node_path = path_to_nodes.as_path().to_str().unwrap();
-                info!("Reading nodes from {}", str_node_path);
-
-                ReaderBuilder::new()
+                let path_str = path_to_nodes.to_str().unwrap().to_owned();
+                let rdr = ReaderBuilder::new()
                     .has_headers(has_headers)
                     .flexible(is_flexible)
                     .delimiter(separator)
                     .from_path(path_to_nodes.as_path())
-                    .unwrap()
+                    .unwrap();
+
+                (rdr, path_str)
             })
-            .map(|rdr| {
+            .map(|(rdr, path)| {
                 rdr.into_deserialize()
                     .enumerate()
-                    .filter_map(|(i, result)| match result {
-                        Ok(_result) => {
-                            let record: NodeRecord<Id, NL> = _result;
-                            Some((record.id, record.label))
+                    .filter_map(move |(i, result)| {
+                        if i == 0 {
+                            info!("Reading nodes from {}", path);
                         }
-                        Err(e) => {
-                            warn!("Line {:?}: Error when reading csv: {:?}", i + 1, e);
-                            None
+
+                        match result {
+                            Ok(_result) => {
+                                let record: NodeRecord<Id, NL> = _result;
+
+                                Some((record.id, record.label))
+                            }
+                            Err(e) => {
+                                warn!("Line {:?}: Error when reading csv: {:?}", i + 1, e);
+
+                                None
+                            }
                         }
                     })
             })
@@ -170,29 +178,35 @@ where
 
         edge_file
             .map(move |path_to_edges| {
-                info!(
-                    "Reading edges from {}",
-                    path_to_edges.as_path().to_str().unwrap()
-                );
-
-                ReaderBuilder::new()
+                let path_str = path_to_edges.to_str().unwrap().to_owned();
+                let rdr = ReaderBuilder::new()
                     .has_headers(has_headers)
                     .flexible(is_flexible)
                     .delimiter(separator)
                     .from_path(path_to_edges.as_path())
-                    .unwrap()
+                    .unwrap();
+
+                (rdr, path_str)
             })
-            .map(|rdr| {
+            .map(|(rdr, path)| {
                 rdr.into_deserialize()
                     .enumerate()
-                    .filter_map(|(i, result)| match result {
-                        Ok(_result) => {
-                            let record: EdgeRecord<Id, EL> = _result;
-                            Some((record.src, record.dst, record.label))
+                    .filter_map(move |(i, result)| {
+                        if i == 0 {
+                            info!("Reading edges from {}", path);
                         }
-                        Err(e) => {
-                            warn!("Line {:?}: Error when reading csv: {:?}", i + 1, e);
-                            None
+
+                        match result {
+                            Ok(_result) => {
+                                let record: EdgeRecord<Id, EL> = _result;
+
+                                Some((record.src, record.dst, record.label))
+                            }
+                            Err(e) => {
+                                warn!("Line {:?}: Error when reading csv: {:?}", i + 1, e);
+
+                                None
+                            }
                         }
                     })
             })
@@ -209,20 +223,22 @@ where
 
         node_file
             .map(move |path_to_nodes| {
-                info!(
-                    "Reading nodes from {}",
-                    path_to_nodes.as_path().to_str().unwrap()
-                );
-
-                ReaderBuilder::new()
+                let path_str = path_to_nodes.to_str().unwrap().to_owned();
+                let rdr = ReaderBuilder::new()
                     .has_headers(has_headers)
                     .flexible(is_flexible)
                     .delimiter(separator)
                     .from_path(path_to_nodes.as_path())
-                    .unwrap()
+                    .unwrap();
+
+                (rdr, path_str)
             })
-            .map(|rdr| {
-                rdr.into_deserialize().enumerate().map(|(i, result)| {
+            .map(|(rdr, path)| {
+                rdr.into_deserialize().enumerate().map(move |(i, result)| {
+                    if i == 0 {
+                        info!("Reading nodes from {}", path);
+                    }
+
                     let mut record: PropNodeRecord<Id, NL> =
                         result.expect(&format!("Error when reading line {}", i + 1));
 
@@ -246,20 +262,22 @@ where
 
         edge_file
             .map(move |path_to_edges| {
-                info!(
-                    "Reading edges from {}",
-                    path_to_edges.as_path().to_str().unwrap()
-                );
-
-                ReaderBuilder::new()
+                let path_str = path_to_edges.to_str().unwrap().to_owned();
+                let rdr = ReaderBuilder::new()
                     .has_headers(has_headers)
                     .flexible(is_flexible)
                     .delimiter(separator)
                     .from_path(path_to_edges.as_path())
-                    .unwrap()
+                    .unwrap();
+
+                (rdr, path_str)
             })
-            .map(|rdr| {
-                rdr.into_deserialize().enumerate().map(|(i, result)| {
+            .map(|(rdr, path)| {
+                rdr.into_deserialize().enumerate().map(move |(i, result)| {
+                    if i == 0 {
+                        info!("Reading edges from {}", path);
+                    }
+
                     let mut record: PropEdgeRecord<Id, EL> =
                         result.expect(&format!("Error when reading line {}", i + 1));
 
diff --git a/src/io/hdfs/reader.rs b/src/io/hdfs/reader.rs
index 2ce1445b..93e5edf0 100644
--- a/src/io/hdfs/reader.rs
+++ b/src/io/hdfs/reader.rs
@@ -146,31 +146,41 @@ where
 
         node_file
             .map(move |path_to_nodes| {
-                let str_node_path = path_to_nodes.as_path().to_str().unwrap();
-                info!("Reading nodes from {}", str_node_path);
+                let path_str = path_to_nodes.to_str().unwrap();
+
                 let fs = self.map.get(str_node_path).unwrap();
                 let node_file_reader = fs.open(str_node_path).unwrap();
                 if !node_file_reader.is_readable() {
                     warn!("{:?} are not avaliable!", str_node_path);
                 }
 
-                ReaderBuilder::new()
+                let rdr = ReaderBuilder::new()
                     .has_headers(has_headers)
                     .flexible(is_flexible)
                     .delimiter(separator)
-                    .from_reader(node_file_reader)
+                    .from_reader(node_file_reader);
+
+                (rdr, path_str)
             })
-            .map(|rdr| {
+            .map(|(rdr, path)| {
                 rdr.into_deserialize()
                     .enumerate()
-                    .filter_map(|(i, result)| match result {
-                        Ok(_result) => {
-                            let record: NodeRecord<Id, NL> = _result;
-                            Some((record.id, record.label))
+                    .filter_map(move |(i, result)| {
+                        if i == 0 {
+                            info!("Reading nodes from {}", path);
                         }
-                        Err(e) => {
-                            warn!("Line {:?}: Error when reading csv: {:?}", i + 1, e);
-                            None
+
+                        match result {
+                            Ok(_result) => {
+                                let record: NodeRecord<Id, NL> = _result;
+
+                                Some((record.id, record.label))
+                            }
+                            Err(e) => {
+                                warn!("Line {:?}: Error when reading csv: {:?}", i + 1, e);
+
+                                None
+                            }
                         }
                     })
             })
@@ -185,31 +195,41 @@ where
 
         edge_file
             .map(move |path_to_edges| {
-                let str_edge_path = path_to_edges.as_path().to_str().unwrap();
-                info!("Reading edges from {}", str_edge_path);
+                let path_str = path_to_edges.to_str().unwrap().to_owned();
+
                 let fs = self.map.get(str_edge_path).unwrap();
                 let edge_file_reader = fs.open(str_edge_path).unwrap();
                 if !edge_file_reader.is_readable() {
                     warn!("{:?} are not avaliable!", str_edge_path);
                 }
 
-                ReaderBuilder::new()
+                let rdr = ReaderBuilder::new()
                     .has_headers(has_headers)
                     .flexible(is_flexible)
                     .delimiter(separator)
-                    .from_reader(edge_file_reader)
+                    .from_reader(edge_file_reader);
+
+                (rdr, path_str)
             })
-            .map(|rdr| {
+            .map(|(rdr, path)| {
                 rdr.into_deserialize()
                     .enumerate()
-                    .filter_map(|(i, result)| match result {
-                        Ok(_result) => {
-                            let record: EdgeRecord<Id, EL> = _result;
-                            Some((record.src, record.dst, record.label))
+                    .filter_map(move |(i, result)| {
+                        if i == 0 {
+                            info!("Reading edges from {}", path);
                         }
-                        Err(e) => {
-                            warn!("Line {:?}: Error when reading csv: {:?}", i + 1, e);
-                            None
+
+                        match result {
+                            Ok(_result) => {
+                                let record: EdgeRecord<Id, EL> = _result;
+
+                                Some((record.src, record.dst, record.label))
+                            }
+                            Err(e) => {
+                                warn!("Line {:?}: Error when reading csv: {:?}", i + 1, e);
+
+                                None
+                            }
                         }
                     })
             })
@@ -226,22 +246,28 @@ where
 
         node_file
             .map(move |path_to_nodes| {
-                let str_node_path = path_to_nodes.as_path().to_str().unwrap();
-                info!("Reading nodes from {}", str_node_path);
+                let path_str = path_to_nodes.to_str().unwrap().to_owned();
+
                 let fs = self.map.get(str_node_path).unwrap();
                 let node_file_reader = fs.open(str_node_path).unwrap();
                 if !node_file_reader.is_readable() {
                     warn!("{:?} are not avaliable!", str_node_path);
                 }
 
-                ReaderBuilder::new()
+                let rdr = ReaderBuilder::new()
                     .has_headers(has_headers)
                     .flexible(is_flexible)
                     .delimiter(separator)
-                    .from_reader(node_file_reader)
+                    .from_reader(node_file_reader);
+
+                (rdr, path_str)
             })
-            .map(|rdr| {
-                rdr.into_deserialize().enumerate().map(|(i, result)| {
+            .map(|(rdr, path)| {
+                rdr.into_deserialize().enumerate().map(move |(i, result)| {
+                    if i == 0 {
+                        info!("Reading nodes from {}", path);
+                    }
+
                     let mut record: PropNodeRecord<Id, NL> =
                         result.expect(&format!("Error when reading line {}", i + 1));
 
@@ -263,22 +289,28 @@ where
 
         edge_file
             .map(move |path_to_edges| {
-                let str_edge_path = path_to_edges.as_path().to_str().unwrap();
-                info!("Reading edges from {}", str_edge_path);
+                let path_str = path_to_edges.to_str().unwrap().to_owned();
+
                 let fs = self.map.get(str_edge_path).unwrap();
                 let edge_file_reader = fs.open(str_edge_path).unwrap();
                 if !edge_file_reader.is_readable() {
                     warn!("{:?} are not avaliable!", str_edge_path);
                 }
 
-                ReaderBuilder::new()
+                let rdr = ReaderBuilder::new()
                     .has_headers(has_headers)
                     .flexible(is_flexible)
                     .delimiter(separator)
-                    .from_reader(edge_file_reader)
+                    .from_reader(edge_file_reader);
+
+                (rdr, path_str)
             })
-            .map(|rdr| {
-                rdr.into_deserialize().enumerate().map(|(i, result)| {
+            .map(|(rdr, path)| {
+                rdr.into_deserialize().enumerate().map(move |(i, result)| {
+                    if i == 0 {
+                        info!("Reading edges from {}", path);
+                    }
+
                     let mut record: PropEdgeRecord<Id, EL> =
                         result.expect(&format!("Error when reading line {}", i + 1));
 

From 58a84f71830a33fc2e3fa507dd30f1f62a6aa74d Mon Sep 17 00:00:00 2001
From: Zhengyi Yang <zhengyi.yang@outlook.com>
Date: Thu, 22 Aug 2019 15:48:11 +1000
Subject: [PATCH 374/391] fix variable names

---
 src/io/hdfs/reader.rs | 26 +++++++++++++-------------
 1 file changed, 13 insertions(+), 13 deletions(-)

diff --git a/src/io/hdfs/reader.rs b/src/io/hdfs/reader.rs
index 93e5edf0..034f9cd4 100644
--- a/src/io/hdfs/reader.rs
+++ b/src/io/hdfs/reader.rs
@@ -146,12 +146,12 @@ where
 
         node_file
             .map(move |path_to_nodes| {
-                let path_str = path_to_nodes.to_str().unwrap();
+                let path_str = path_to_nodes.to_str().unwrap().to_owned();
 
-                let fs = self.map.get(str_node_path).unwrap();
-                let node_file_reader = fs.open(str_node_path).unwrap();
+                let fs = self.map.get(&path_str).unwrap();
+                let node_file_reader = fs.open(&path_str).unwrap();
                 if !node_file_reader.is_readable() {
-                    warn!("{:?} are not avaliable!", str_node_path);
+                    warn!("{:?} are not avaliable!", &path_str);
                 }
 
                 let rdr = ReaderBuilder::new()
@@ -197,10 +197,10 @@ where
             .map(move |path_to_edges| {
                 let path_str = path_to_edges.to_str().unwrap().to_owned();
 
-                let fs = self.map.get(str_edge_path).unwrap();
-                let edge_file_reader = fs.open(str_edge_path).unwrap();
+                let fs = self.map.get(&path_str).unwrap();
+                let edge_file_reader = fs.open(&path_str).unwrap();
                 if !edge_file_reader.is_readable() {
-                    warn!("{:?} are not avaliable!", str_edge_path);
+                    warn!("{:?} are not avaliable!", &path_str);
                 }
 
                 let rdr = ReaderBuilder::new()
@@ -248,10 +248,10 @@ where
             .map(move |path_to_nodes| {
                 let path_str = path_to_nodes.to_str().unwrap().to_owned();
 
-                let fs = self.map.get(str_node_path).unwrap();
-                let node_file_reader = fs.open(str_node_path).unwrap();
+                let fs = self.map.get(&path_str).unwrap();
+                let node_file_reader = fs.open(&path_str).unwrap();
                 if !node_file_reader.is_readable() {
-                    warn!("{:?} are not avaliable!", str_node_path);
+                    warn!("{:?} are not avaliable!", &path_str);
                 }
 
                 let rdr = ReaderBuilder::new()
@@ -291,10 +291,10 @@ where
             .map(move |path_to_edges| {
                 let path_str = path_to_edges.to_str().unwrap().to_owned();
 
-                let fs = self.map.get(str_edge_path).unwrap();
-                let edge_file_reader = fs.open(str_edge_path).unwrap();
+                let fs = self.map.get(&path_str).unwrap();
+                let edge_file_reader = fs.open(&path_str).unwrap();
                 if !edge_file_reader.is_readable() {
-                    warn!("{:?} are not avaliable!", str_edge_path);
+                    warn!("{:?} are not avaliable!", &path_str);
                 }
 
                 let rdr = ReaderBuilder::new()

From e82c4fd01901bb9d2e793c5d0841a519e46c4995 Mon Sep 17 00:00:00 2001
From: Michael Chen <920901835@qq.com>
Date: Wed, 4 Sep 2019 00:26:36 +0800
Subject: [PATCH 375/391] fix:using tokio instead of blockon

---
 Cargo.toml                                |  1 +
 examples/graph_to_tikv.rs                 |  2 +-
 examples/tikv_rocksdb_batch_write_test.rs | 17 +++-------
 src/io/graph_loader.rs                    |  1 -
 src/io/rocksdb/rocksdb_loader.rs          |  1 -
 src/io/tikv/tikv_loader.rs                | 39 +++++++++--------------
 6 files changed, 22 insertions(+), 39 deletions(-)

diff --git a/Cargo.toml b/Cargo.toml
index 5d03063d..548cd5ad 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -32,6 +32,7 @@ scoped_threadpool = "0.1.9"
 tikv-client = { git = "https://github.com/tikv/client-rust.git" }
 futures-preview = { version = "0.3.0-alpha.17", features = ["compat"] }
 walkdir = "2.0.0"
+tokio = "=0.2.0-alpha.2"
 
 [dependencies.hdfs]
 git="https://github.com/UNSW-database/hdfs-rs.git"
diff --git a/examples/graph_to_tikv.rs b/examples/graph_to_tikv.rs
index 8431fc56..cb687358 100644
--- a/examples/graph_to_tikv.rs
+++ b/examples/graph_to_tikv.rs
@@ -45,7 +45,7 @@ fn main() {
         Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
         false,
     )
-    .load(&reader, 1, 1, 10);
+    .load(&reader, 1,  10);
 
     //Verifying nodes and edges storing in tikv
     futures::executor::block_on(async {
diff --git a/examples/tikv_rocksdb_batch_write_test.rs b/examples/tikv_rocksdb_batch_write_test.rs
index 90711d2a..dafd9404 100644
--- a/examples/tikv_rocksdb_batch_write_test.rs
+++ b/examples/tikv_rocksdb_batch_write_test.rs
@@ -40,13 +40,12 @@ fn main() {
     let node_path = &args[1];
     let edge_path = &args[2];
     let thread_cnt = usize::from_str(&args[3]).expect("Thread_cnt format error.");
-    let sub_thread_cnt = usize::from_str(&args[4]).expect("Sub_thread_cnt format error.");
-    let batch_size = usize::from_str(&args[5]).expect("Batch_size format error.");
+    let batch_size = usize::from_str(&args[4]).expect("Batch_size format error.");
 
     println!("Testing tikv time ...");
 
     println!("Test time_tikv_batch_insert time...");
-    time_tikv_batch_insert(node_path, edge_path, thread_cnt, sub_thread_cnt, batch_size);
+    time_tikv_batch_insert(node_path, edge_path, thread_cnt, batch_size);
 
     println!("\nTesting rocksdb time ...");
 
@@ -54,13 +53,7 @@ fn main() {
     time_rocksdb_batch_insert(node_path, edge_path, batch_size);
 }
 
-fn time_tikv_batch_insert(
-    nodes: &str,
-    edges: &str,
-    thread_cnt: usize,
-    sub_thread_cnt: usize,
-    batch_size: usize,
-) {
+fn time_tikv_batch_insert(nodes: &str, edges: &str, thread_cnt: usize, batch_size: usize) {
     let node_pd_server_addr: Vec<&str> =
         vec!["192.168.2.3:2379", "192.168.2.4:2379", "192.168.2.5:2379"];
     let edge_pd_server_addr: Vec<&str> =
@@ -78,7 +71,7 @@ fn time_tikv_batch_insert(
     );
 
     let start = Instant::now();
-    tike_loader.load(&reader, thread_cnt, sub_thread_cnt, batch_size);
+    tike_loader.load(&reader, thread_cnt, batch_size);
     let duration = start.elapsed();
     let total_time = duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9;
     println!(
@@ -102,7 +95,7 @@ fn time_rocksdb_batch_insert(nodes: &str, edges: &str, batch_size: usize) {
         .with_separator("bar");
 
     let start = Instant::now();
-    rocks_db_loader.load(&reader, 1, 1, batch_size);
+    rocks_db_loader.load(&reader, 1, batch_size);
     let duration = start.elapsed();
     let total_time = duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9;
     println!(
diff --git a/src/io/graph_loader.rs b/src/io/graph_loader.rs
index 3e6de341..757b53c8 100644
--- a/src/io/graph_loader.rs
+++ b/src/io/graph_loader.rs
@@ -34,7 +34,6 @@ where
         &self,
         reader: &'a (dyn ReadGraph<Id, NL, EL> + Sync),
         thread_cnt: usize,
-        sub_thread_cnt: usize,
         batch_size: usize,
     );
 }
diff --git a/src/io/rocksdb/rocksdb_loader.rs b/src/io/rocksdb/rocksdb_loader.rs
index 94d4f0f9..b30ce125 100644
--- a/src/io/rocksdb/rocksdb_loader.rs
+++ b/src/io/rocksdb/rocksdb_loader.rs
@@ -66,7 +66,6 @@ where
         &self,
         reader: &'a (dyn ReadGraph<Id, NL, EL> + Sync),
         _thread_cnt: usize,
-        _sub_thread_cnt: usize,
         batch_size: usize,
     ) {
         let chunks = reader.prop_node_iter().chunks(batch_size);
diff --git a/src/io/tikv/tikv_loader.rs b/src/io/tikv/tikv_loader.rs
index f141998a..cca1935b 100644
--- a/src/io/tikv/tikv_loader.rs
+++ b/src/io/tikv/tikv_loader.rs
@@ -20,7 +20,6 @@
  */
 use crate::generic::{IdType, Iter};
 use crate::io::{GraphLoader, ReadGraph};
-use futures::executor::{block_on, ThreadPoolBuilder};
 use itertools::Itertools;
 use serde::{Deserialize, Serialize};
 use serde_cbor::{to_value, Value};
@@ -28,6 +27,7 @@ use std::collections::BTreeMap;
 use std::hash::Hash;
 use tikv_client::raw::Client;
 use tikv_client::Config;
+use tokio::runtime::Runtime;
 
 #[derive(Debug)]
 pub struct TikvLoader {
@@ -62,7 +62,6 @@ where
         &self,
         reader: &'a (dyn ReadGraph<Id, NL, EL> + Sync),
         thread_cnt: usize,
-        sub_thread_cnt: usize,
         batch_size: usize,
     ) {
         let mut scope = scoped_threadpool::Pool::new(2);
@@ -73,7 +72,6 @@ where
                     &self.node_property_config,
                     reader,
                     thread_cnt,
-                    sub_thread_cnt,
                     batch_size,
                 );
             });
@@ -83,7 +81,6 @@ where
                     &self.edge_property_config,
                     reader,
                     thread_cnt,
-                    sub_thread_cnt,
                     batch_size,
                 );
             });
@@ -96,7 +93,6 @@ fn parallel_nodes_loading<'a, Id: IdType, NL: Hash + Eq + 'static, EL: Hash + Eq
     node_config: &Config,
     reader: &'a (dyn ReadGraph<Id, NL, EL> + Sync),
     thread_cnt: usize,
-    sub_thread_cnt: usize,
     batch_size: usize,
 ) where
     for<'de> Id: Deserialize<'de> + Serialize,
@@ -115,7 +111,6 @@ fn parallel_nodes_loading<'a, Id: IdType, NL: Hash + Eq + 'static, EL: Hash + Eq
                         load_nodes_to_tikv(
                             node_config.clone(),
                             node_iter,
-                            sub_thread_cnt,
                             batch_size,
                         );
                     }
@@ -129,7 +124,6 @@ fn parallel_edges_loading<'a, Id: IdType, NL: Hash + Eq + 'static, EL: Hash + Eq
     edge_config: &Config,
     reader: &'a (dyn ReadGraph<Id, NL, EL> + Sync),
     thread_cnt: usize,
-    sub_thread_cnt: usize,
     batch_size: usize,
 ) where
     for<'de> Id: Deserialize<'de> + Serialize,
@@ -148,7 +142,6 @@ fn parallel_edges_loading<'a, Id: IdType, NL: Hash + Eq + 'static, EL: Hash + Eq
                         load_edges_to_tikv(
                             edge_config.clone(),
                             edge_iter,
-                            sub_thread_cnt,
                             batch_size,
                         );
                     }
@@ -161,18 +154,13 @@ fn parallel_edges_loading<'a, Id: IdType, NL: Hash + Eq + 'static, EL: Hash + Eq
 fn load_nodes_to_tikv<'a, Id: IdType, NL: Hash + Eq + 'static>(
     node_property_config: Config,
     node_iter: Iter<(Id, Option<NL>, Value)>,
-    sub_thread_cnt: usize,
     batch_size: usize,
 ) where
     for<'de> Id: Deserialize<'de> + Serialize,
     for<'de> NL: Deserialize<'de> + Serialize,
 {
-    let mut _pool = ThreadPoolBuilder::new()
-        .pool_size(sub_thread_cnt)
-        .create()
-        .unwrap();
+    let rt = Runtime::new().unwrap();
     let chunks = node_iter.chunks(batch_size);
-    let client = Client::new(node_property_config).unwrap();
     for chunk in &chunks {
         let batch_nodes = chunk
             .map(|mut x| {
@@ -193,27 +181,26 @@ fn load_nodes_to_tikv<'a, Id: IdType, NL: Hash + Eq + 'static>(
                 )
             })
             .collect_vec();
-        block_on(async {
-            let _ = client.batch_put(batch_nodes).await;
+        Client::new(node_property_config.clone()).and_then(|client| {
+            rt.spawn(async move{
+                let _ = client.batch_put(batch_nodes).await;
+            });
+            Ok(())
         });
     }
+    rt.shutdown_on_idle();
 }
 //https://github.com/tikv/tikv/issues/3611
 fn load_edges_to_tikv<Id: IdType, EL: Hash + Eq + 'static>(
     edge_config: Config,
     edge_iter: Iter<(Id, Id, Option<EL>, Value)>,
-    sub_thread_cnt: usize,
     batch_size: usize,
 ) where
     for<'de> Id: Deserialize<'de> + Serialize,
     for<'de> EL: Deserialize<'de> + Serialize,
 {
-    let mut _pool = ThreadPoolBuilder::new()
-        .pool_size(sub_thread_cnt)
-        .create()
-        .unwrap();
+    let rt = Runtime::new().unwrap();
     let chunks = edge_iter.chunks(batch_size);
-    let client = Client::new(edge_config).unwrap();
     for chunk in &chunks {
         let batch_edges = chunk
             .map(|mut x| {
@@ -234,8 +221,12 @@ fn load_edges_to_tikv<Id: IdType, EL: Hash + Eq + 'static>(
                 )
             })
             .collect_vec();
-        block_on(async {
-            let _ = client.batch_put(batch_edges).await;
+
+        Client::new(edge_config.clone()).and_then(|client| {
+            rt.spawn(async move{
+                let _ = client.batch_put(batch_edges).await;
+            });
+            Ok(())
         });
     }
 }

From e9e4ca27c66e34fdc19460be34577cbdcd55c460 Mon Sep 17 00:00:00 2001
From: Michael Chen <920901835@qq.com>
Date: Thu, 5 Sep 2019 13:19:09 +0800
Subject: [PATCH 376/391] fix:Sharing tokio::Runtime between thread

---
 bench-tikv-rocksdb.md                     |  32 ++++-
 examples/graph_to_tikv.rs                 |   2 +-
 examples/tikv_rocksdb_batch_write_test.rs |  19 ++-
 src/io/rocksdb/rocksdb_loader.rs          | 153 +++++++++++++++-------
 src/io/tikv/mod.rs                        |  54 ++++++++
 src/io/tikv/tikv_loader.rs                |  94 +++++--------
 6 files changed, 226 insertions(+), 128 deletions(-)

diff --git a/bench-tikv-rocksdb.md b/bench-tikv-rocksdb.md
index 4411d9d3..ab40457f 100644
--- a/bench-tikv-rocksdb.md
+++ b/bench-tikv-rocksdb.md
@@ -56,15 +56,35 @@ I have deployed two pd-servers and each pd-server manages four tikv-servers(tota
 I have deployed two pd-servers and each pd-server manages four tikv-servers(totally there are two pd-servers and eight tikv-servers and they are all on different machines).
 
 ### Batch put operation on DG10
+1. current_thread::Runtime  
+
+|Batch Size|TiKV|RocksDB|
+|---|---|---|
+|100|610.306s|873.912s|
+|500|450.900s|774.325s|
+|1000|531.744s|755.248s|
+|10000|1739.592s|751.675s|
+
+2. tokio::Runtime(ThreadPool)  
+
 |Batch Size|TiKV|RocksDB|
 |---|---|---|
-|100|15229.456ms|867.270ms|
-|500|455.471ms|860.938ms|
-|1000|453.438ms|880.744ms|
+|100|357.481s|776.099s|
+|500|427.291s|873.144s|
+|1000|528.148s|786.991s|
+|10000|2039.108s|784.073s|
 
 ### Batch put operation on DG60
 |Batch Size|TiKV|RocksDB|
 |---|---|---|
-|100|3331.421ms|IO error|
-|500|3312.793ms|IO error|
-|1000|(pending)|(pending)|
\ No newline at end of file
+|100|(pending)|(pending)|
+|500|(pending)|(pending)|
+|1000|(pending)|(pending)|
+|10000|(pending)|(pending)|
+
+### Batch get node/edge property(all) operation
+|       TiKV        |
+|-------------------|
+|  0.468s ~ 0.476s |
+
+(Batch get 1000 node/edge properties, and it takes 0.468s ~ 0.476s in total)
\ No newline at end of file
diff --git a/examples/graph_to_tikv.rs b/examples/graph_to_tikv.rs
index cb687358..780c132d 100644
--- a/examples/graph_to_tikv.rs
+++ b/examples/graph_to_tikv.rs
@@ -45,7 +45,7 @@ fn main() {
         Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
         false,
     )
-    .load(&reader, 1,  10);
+    .load(&reader, 1, 10);
 
     //Verifying nodes and edges storing in tikv
     futures::executor::block_on(async {
diff --git a/examples/tikv_rocksdb_batch_write_test.rs b/examples/tikv_rocksdb_batch_write_test.rs
index dafd9404..0c995981 100644
--- a/examples/tikv_rocksdb_batch_write_test.rs
+++ b/examples/tikv_rocksdb_batch_write_test.rs
@@ -41,6 +41,10 @@ fn main() {
     let edge_path = &args[2];
     let thread_cnt = usize::from_str(&args[3]).expect("Thread_cnt format error.");
     let batch_size = usize::from_str(&args[4]).expect("Batch_size format error.");
+    println!(
+        "Testing environment: batch_size={}, thread_cnt={}.",
+        batch_size, thread_cnt
+    );
 
     println!("Testing tikv time ...");
 
@@ -74,16 +78,12 @@ fn time_tikv_batch_insert(nodes: &str, edges: &str, thread_cnt: usize, batch_siz
     tike_loader.load(&reader, thread_cnt, batch_size);
     let duration = start.elapsed();
     let total_time = duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9;
-    println!(
-        "Finished tikv graph insertion in {} seconds, and it takes {}ms per insertion.",
-        total_time,
-        total_time * 10f64
-    );
+    println!("Finished tikv graph insertion in {} seconds.", total_time);
 }
 
 fn time_rocksdb_batch_insert(nodes: &str, edges: &str, batch_size: usize) {
-    let node = tempdir::TempDir::new("node").unwrap();
-    let edge = tempdir::TempDir::new("edge").unwrap();
+    let node = tempdir::TempDir::new_in(".", "node").unwrap();
+    let edge = tempdir::TempDir::new_in(".", "edge").unwrap();
 
     let node_path = node.path();
     let edge_path = edge.path();
@@ -99,8 +99,7 @@ fn time_rocksdb_batch_insert(nodes: &str, edges: &str, batch_size: usize) {
     let duration = start.elapsed();
     let total_time = duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9;
     println!(
-        "Finished rocksdb graph insertion in {} seconds, and it takes {}ms per insertion.",
-        total_time,
-        total_time * 10f64
+        "Finished rocksdb graph insertion in {} seconds.",
+        total_time
     );
 }
diff --git a/src/io/rocksdb/rocksdb_loader.rs b/src/io/rocksdb/rocksdb_loader.rs
index b30ce125..711bbf41 100644
--- a/src/io/rocksdb/rocksdb_loader.rs
+++ b/src/io/rocksdb/rocksdb_loader.rs
@@ -18,14 +18,14 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-use crate::generic::IdType;
+use crate::generic::{IdType, Iter};
+use crate::io::tikv::{serialize_edge_item, serialize_node_item};
 use crate::io::{GraphLoader, ReadGraph};
 use itertools::Itertools;
 use rocksdb::Options;
 use rocksdb::{WriteBatch, DB as Tree};
 use serde::{Deserialize, Serialize};
-use serde_cbor::{to_value, Value};
-use std::collections::BTreeMap;
+use serde_cbor::Value;
 use std::hash::Hash;
 use std::path::Path;
 
@@ -65,59 +65,112 @@ where
     fn load(
         &self,
         reader: &'a (dyn ReadGraph<Id, NL, EL> + Sync),
-        _thread_cnt: usize,
+        thread_cnt: usize,
         batch_size: usize,
     ) {
-        let chunks = reader.prop_node_iter().chunks(batch_size);
-        for chunk in &chunks {
-            let mut batch = WriteBatch::default();
-            for mut x in chunk {
-                let mut default_map = BTreeMap::new();
-                let props_map = x.2.as_object_mut().unwrap_or(&mut default_map);
-                if x.1.is_some() {
-                    let label = to_value(x.1.unwrap());
-                    if label.is_ok() {
-                        let _ = batch.put(
-                            bincode::serialize(&x.0).unwrap(),
-                            serde_cbor::to_vec(&(Some(label.unwrap()), props_map)).unwrap(),
-                        );
-                        continue;
+        let mut scope = scoped_threadpool::Pool::new(2);
+        scope.scoped(|scope| {
+            scope.execute(|| {
+                parallel_nodes_loading(&self.node_property, reader, thread_cnt, batch_size);
+            });
+            scope.execute(|| {
+                parallel_edges_loading(&self.edge_property, reader, thread_cnt, batch_size);
+            });
+        });
+    }
+}
+fn parallel_nodes_loading<'a, Id: IdType, NL: Hash + Eq + 'static, EL: Hash + Eq + 'static>(
+    node_property: &Tree,
+    reader: &'a (dyn ReadGraph<Id, NL, EL> + Sync),
+    thread_cnt: usize,
+    batch_size: usize,
+) where
+    for<'de> Id: Deserialize<'de> + Serialize,
+    for<'de> NL: Deserialize<'de> + Serialize,
+    for<'de> EL: Deserialize<'de> + Serialize,
+{
+    let mut thread_pool = scoped_threadpool::Pool::new(thread_cnt as u32);
+    let node_file_cnt = reader.num_of_node_files();
+    thread_pool.scoped(|scope| {
+        for tid in 0..thread_cnt {
+            let batch_file_cnt = node_file_cnt / thread_cnt + 1;
+            let start_index = tid * batch_file_cnt;
+            scope.execute(move || {
+                (start_index..start_index + batch_file_cnt).for_each(|fid| {
+                    if let Some(node_iter) = reader.get_prop_node_iter(fid) {
+                        load_nodes_to_tikv(node_property, node_iter, batch_size);
                     }
-                }
-                let _ = batch.put(
-                    bincode::serialize(&(x.0)).unwrap(),
-                    serde_cbor::to_vec(&(Option::<Value>::None, props_map)).unwrap(),
-                );
-            }
-            self.node_property
-                .write(batch)
-                .expect("Insert node property failed!");
+                });
+            })
         }
+    });
+}
 
-        let chunks = reader.prop_edge_iter().chunks(batch_size);
-        for chunk in &chunks {
-            let mut batch = WriteBatch::default();
-            for mut x in chunk {
-                let mut default_map = BTreeMap::new();
-                let props_map = x.3.as_object_mut().unwrap_or(&mut default_map);
-                if x.2.is_some() {
-                    let label = to_value(x.2.unwrap());
-                    if label.is_ok() {
-                        let _ = batch.put(
-                            bincode::serialize(&(x.0, x.1)).unwrap(),
-                            serde_cbor::to_vec(&(Some(label.unwrap()), props_map)).unwrap(),
-                        );
-                        continue;
+fn parallel_edges_loading<'a, Id: IdType, NL: Hash + Eq + 'static, EL: Hash + Eq + 'static>(
+    edge_property: &Tree,
+    reader: &'a (dyn ReadGraph<Id, NL, EL> + Sync),
+    thread_cnt: usize,
+    batch_size: usize,
+) where
+    for<'de> Id: Deserialize<'de> + Serialize,
+    for<'de> NL: Deserialize<'de> + Serialize,
+    for<'de> EL: Deserialize<'de> + Serialize,
+{
+    let mut thread_pool = scoped_threadpool::Pool::new(thread_cnt as u32);
+    let edge_file_cnt = reader.num_of_edge_files();
+    thread_pool.scoped(|scope| {
+        for tid in 0..thread_cnt {
+            let batch_file_cnt = edge_file_cnt / thread_cnt + 1;
+            let start_index = tid * batch_file_cnt;
+            scope.execute(move || {
+                (start_index..start_index + batch_file_cnt).for_each(|fid| {
+                    if let Some(edge_iter) = reader.get_prop_edge_iter(fid) {
+                        load_edges_to_tikv(edge_property, edge_iter, batch_size);
                     }
-                }
-                let _ = batch.put(
-                    bincode::serialize(&(x.0, x.1)).unwrap(),
-                    serde_cbor::to_vec(&(Option::<Value>::None, props_map)).unwrap(),
-                );
-            }
-            self.node_property
-                .write(batch)
-                .expect("Insert edges property failed!");
+                });
+            })
+        }
+    });
+}
+
+fn load_nodes_to_tikv<'a, Id: IdType, NL: Hash + Eq + 'static>(
+    node_property: &Tree,
+    node_iter: Iter<(Id, Option<NL>, Value)>,
+    batch_size: usize,
+) where
+    for<'de> Id: Deserialize<'de> + Serialize,
+    for<'de> NL: Deserialize<'de> + Serialize,
+{
+    let chunks = node_iter.chunks(batch_size);
+    for chunk in &chunks {
+        let mut batch = WriteBatch::default();
+        for x in chunk {
+            let pair = serialize_node_item(x);
+            let _ = batch.put(pair.0, pair.1);
+        }
+        node_property
+            .write(batch)
+            .expect("Insert node property failed!");
+    }
+}
+
+fn load_edges_to_tikv<Id: IdType, EL: Hash + Eq + 'static>(
+    edge_property: &Tree,
+    edge_iter: Iter<(Id, Id, Option<EL>, Value)>,
+    batch_size: usize,
+) where
+    for<'de> Id: Deserialize<'de> + Serialize,
+    for<'de> EL: Deserialize<'de> + Serialize,
+{
+    let chunks = edge_iter.chunks(batch_size);
+    for chunk in &chunks {
+        let mut batch = WriteBatch::default();
+        for x in chunk {
+            let pair = serialize_edge_item(x);
+            let _ = batch.put(pair.0, pair.1);
         }
+        edge_property
+            .write(batch)
+            .expect("Insert edges property failed!");
     }
 }
diff --git a/src/io/tikv/mod.rs b/src/io/tikv/mod.rs
index a02c7776..7d886ae5 100644
--- a/src/io/tikv/mod.rs
+++ b/src/io/tikv/mod.rs
@@ -18,4 +18,58 @@
  * specific language governing permissions and limitations
  * under the License.
  */
+use std::collections::BTreeMap;
+
 pub mod tikv_loader;
+use crate::generic::IdType;
+use serde::{Deserialize, Serialize};
+use serde_cbor::{to_value, Value};
+use std::hash::Hash;
+
+pub fn serialize_node_item<'a, Id: IdType, NL: Hash + Eq + 'static>(
+    mut x: (Id, Option<NL>, Value),
+) -> (Vec<u8>, Vec<u8>)
+where
+    for<'de> Id: Deserialize<'de> + Serialize,
+    for<'de> NL: Deserialize<'de> + Serialize,
+{
+    let mut default_map = BTreeMap::new();
+    let props_map = x.2.as_object_mut().unwrap_or(&mut default_map);
+    if x.1.is_some() {
+        let label = to_value(x.1.unwrap());
+        if label.is_ok() {
+            return (
+                bincode::serialize(&x.0).unwrap(),
+                serde_cbor::to_vec(&(Some(label.unwrap()), props_map)).unwrap(),
+            );
+        }
+    }
+    (
+        bincode::serialize(&(x.0)).unwrap(),
+        serde_cbor::to_vec(&(Option::<Value>::None, props_map)).unwrap(),
+    )
+}
+
+pub fn serialize_edge_item<'a, Id: IdType, EL: Hash + Eq + 'static>(
+    mut x: (Id, Id, Option<EL>, Value),
+) -> (Vec<u8>, Vec<u8>)
+where
+    for<'de> Id: Deserialize<'de> + Serialize,
+    for<'de> EL: Deserialize<'de> + Serialize,
+{
+    let mut default_map = BTreeMap::new();
+    let props_map = x.3.as_object_mut().unwrap_or(&mut default_map);
+    if let Some(l) = x.2 {
+        let label = to_value(l);
+        if label.is_ok() {
+            return (
+                bincode::serialize(&(x.0, x.1)).unwrap(),
+                serde_cbor::to_vec(&(Some(label.unwrap()), props_map)).unwrap(),
+            );
+        }
+    }
+    (
+        bincode::serialize(&(x.0, x.1)).unwrap(),
+        serde_cbor::to_vec(&(Option::<Value>::None, props_map)).unwrap(),
+    )
+}
diff --git a/src/io/tikv/tikv_loader.rs b/src/io/tikv/tikv_loader.rs
index cca1935b..e5137f91 100644
--- a/src/io/tikv/tikv_loader.rs
+++ b/src/io/tikv/tikv_loader.rs
@@ -19,12 +19,13 @@
  * under the License.
  */
 use crate::generic::{IdType, Iter};
+use crate::io::csv::CborValue as Value;
+use crate::io::tikv::{serialize_edge_item, serialize_node_item};
 use crate::io::{GraphLoader, ReadGraph};
 use itertools::Itertools;
 use serde::{Deserialize, Serialize};
-use serde_cbor::{to_value, Value};
-use std::collections::BTreeMap;
 use std::hash::Hash;
+use std::sync::Arc;
 use tikv_client::raw::Client;
 use tikv_client::Config;
 use tokio::runtime::Runtime;
@@ -65,26 +66,30 @@ where
         batch_size: usize,
     ) {
         let mut scope = scoped_threadpool::Pool::new(2);
+        let rt = Arc::new(Runtime::new().unwrap());
+        let node_runtime = rt.clone();
+        let edge_runtime = rt.clone();
         scope.scoped(|scope| {
             scope.execute(|| {
-                println!("Node thread running...");
                 parallel_nodes_loading(
                     &self.node_property_config,
                     reader,
+                    node_runtime,
                     thread_cnt,
                     batch_size,
                 );
             });
             scope.execute(|| {
-                println!("Edge thread running...");
                 parallel_edges_loading(
                     &self.edge_property_config,
                     reader,
+                    edge_runtime,
                     thread_cnt,
                     batch_size,
                 );
             });
         });
+        Arc::try_unwrap(rt).unwrap().shutdown_on_idle();
     }
 }
 
@@ -92,6 +97,7 @@ where
 fn parallel_nodes_loading<'a, Id: IdType, NL: Hash + Eq + 'static, EL: Hash + Eq + 'static>(
     node_config: &Config,
     reader: &'a (dyn ReadGraph<Id, NL, EL> + Sync),
+    rt: Arc<Runtime>,
     thread_cnt: usize,
     batch_size: usize,
 ) where
@@ -105,16 +111,18 @@ fn parallel_nodes_loading<'a, Id: IdType, NL: Hash + Eq + 'static, EL: Hash + Eq
         for tid in 0..thread_cnt {
             let batch_file_cnt = node_file_cnt / thread_cnt + 1;
             let start_index = tid * batch_file_cnt;
+            let node_runtime = rt.clone();
             scope.execute(move || {
-                (start_index..start_index + batch_file_cnt).for_each(|fid| {
+                for fid in start_index..start_index + batch_file_cnt {
                     if let Some(node_iter) = reader.get_prop_node_iter(fid) {
                         load_nodes_to_tikv(
                             node_config.clone(),
                             node_iter,
+                            node_runtime.clone(),
                             batch_size,
                         );
                     }
-                });
+                }
             })
         }
     });
@@ -123,6 +131,7 @@ fn parallel_nodes_loading<'a, Id: IdType, NL: Hash + Eq + 'static, EL: Hash + Eq
 fn parallel_edges_loading<'a, Id: IdType, NL: Hash + Eq + 'static, EL: Hash + Eq + 'static>(
     edge_config: &Config,
     reader: &'a (dyn ReadGraph<Id, NL, EL> + Sync),
+    rt: Arc<Runtime>,
     thread_cnt: usize,
     batch_size: usize,
 ) where
@@ -136,97 +145,60 @@ fn parallel_edges_loading<'a, Id: IdType, NL: Hash + Eq + 'static, EL: Hash + Eq
         for tid in 0..thread_cnt {
             let batch_file_cnt = edge_file_cnt / thread_cnt + 1;
             let start_index = tid * batch_file_cnt;
+            let edge_runtime = rt.clone();
             scope.execute(move || {
-                (start_index..start_index + batch_file_cnt).for_each(|fid| {
+                for fid in start_index..start_index + batch_file_cnt {
                     if let Some(edge_iter) = reader.get_prop_edge_iter(fid) {
                         load_edges_to_tikv(
                             edge_config.clone(),
                             edge_iter,
+                            edge_runtime.clone(),
                             batch_size,
                         );
                     }
-                });
+                }
             })
         }
     });
 }
 
 fn load_nodes_to_tikv<'a, Id: IdType, NL: Hash + Eq + 'static>(
-    node_property_config: Config,
+    node_config: Config,
     node_iter: Iter<(Id, Option<NL>, Value)>,
+    rt: Arc<Runtime>,
     batch_size: usize,
 ) where
     for<'de> Id: Deserialize<'de> + Serialize,
     for<'de> NL: Deserialize<'de> + Serialize,
 {
-    let rt = Runtime::new().unwrap();
+    let client = Client::new(node_config.clone()).unwrap();
     let chunks = node_iter.chunks(batch_size);
     for chunk in &chunks {
-        let batch_nodes = chunk
-            .map(|mut x| {
-                let mut default_map = BTreeMap::new();
-                let props_map = x.2.as_object_mut().unwrap_or(&mut default_map);
-                if x.1.is_some() {
-                    let label = to_value(x.1.unwrap());
-                    if label.is_ok() {
-                        return (
-                            bincode::serialize(&x.0).unwrap(),
-                            serde_cbor::to_vec(&(Some(label.unwrap()), props_map)).unwrap(),
-                        );
-                    }
-                }
-                (
-                    bincode::serialize(&(x.0)).unwrap(),
-                    serde_cbor::to_vec(&(Option::<Value>::None, props_map)).unwrap(),
-                )
-            })
-            .collect_vec();
-        Client::new(node_property_config.clone()).and_then(|client| {
-            rt.spawn(async move{
-                let _ = client.batch_put(batch_nodes).await;
-            });
-            Ok(())
+        let batch_nodes = chunk.map(|x| serialize_node_item(x)).collect_vec();
+        let local_client = client.clone();
+        rt.spawn(async move {
+            let _ = local_client.batch_put(batch_nodes).await;
         });
     }
-    rt.shutdown_on_idle();
 }
+
 //https://github.com/tikv/tikv/issues/3611
 fn load_edges_to_tikv<Id: IdType, EL: Hash + Eq + 'static>(
     edge_config: Config,
     edge_iter: Iter<(Id, Id, Option<EL>, Value)>,
+    rt: Arc<Runtime>,
     batch_size: usize,
 ) where
     for<'de> Id: Deserialize<'de> + Serialize,
     for<'de> EL: Deserialize<'de> + Serialize,
 {
-    let rt = Runtime::new().unwrap();
+    let client = Client::new(edge_config.clone()).unwrap();
     let chunks = edge_iter.chunks(batch_size);
     for chunk in &chunks {
-        let batch_edges = chunk
-            .map(|mut x| {
-                let mut default_map = BTreeMap::new();
-                let props_map = x.3.as_object_mut().unwrap_or(&mut default_map);
-                if let Some(l) = x.2 {
-                    let label = to_value(l);
-                    if label.is_ok() {
-                        return (
-                            bincode::serialize(&(x.0, x.1)).unwrap(),
-                            serde_cbor::to_vec(&(Some(label.unwrap()), props_map)).unwrap(),
-                        );
-                    }
-                }
-                (
-                    bincode::serialize(&(x.0, x.1)).unwrap(),
-                    serde_cbor::to_vec(&(Option::<Value>::None, props_map)).unwrap(),
-                )
-            })
-            .collect_vec();
-
-        Client::new(edge_config.clone()).and_then(|client| {
-            rt.spawn(async move{
-                let _ = client.batch_put(batch_edges).await;
-            });
-            Ok(())
+        let batch_edges = chunk.map(|x| serialize_edge_item(x)).collect_vec();
+        let local_client = client.clone();
+        rt.spawn(async move {
+            let _ = local_client.batch_put(batch_edges).await;
         });
     }
 }

From 0a634affd47a41ee55e38644e89844b06d45bdb4 Mon Sep 17 00:00:00 2001
From: Michael Chen <920901835@qq.com>
Date: Fri, 6 Sep 2019 08:48:00 +0800
Subject: [PATCH 377/391] fix:update graph load time

---
 bench-tikv-rocksdb.md | 13 +++++++------
 1 file changed, 7 insertions(+), 6 deletions(-)

diff --git a/bench-tikv-rocksdb.md b/bench-tikv-rocksdb.md
index ab40457f..8ae2d870 100644
--- a/bench-tikv-rocksdb.md
+++ b/bench-tikv-rocksdb.md
@@ -52,8 +52,9 @@ I have deployed two pd-servers and each pd-server manages four tikv-servers(tota
 
 (Batch get 1000 node/edge properties, and it takes 0.008s ~ 0.01s in total)
 
-## 1. `Batch` operations performance comparing between TiKV on a cluster and RocksDB
-I have deployed two pd-servers and each pd-server manages four tikv-servers(totally there are two pd-servers and eight tikv-servers and they are all on different machines).
+## 3. `Batch` operations performance comparing between TiKV on a cluster and RocksDB
+I have deployed three pd-servers and each pd-server manages three tikv-servers(totally there are three pd-servers and six tikv-servers and they are all on different machines).
+And using one server to running test program.
 
 ### Batch put operation on DG10
 1. current_thread::Runtime  
@@ -77,10 +78,10 @@ I have deployed two pd-servers and each pd-server manages four tikv-servers(tota
 ### Batch put operation on DG60
 |Batch Size|TiKV|RocksDB|
 |---|---|---|
-|100|(pending)|(pending)|
-|500|(pending)|(pending)|
-|1000|(pending)|(pending)|
-|10000|(pending)|(pending)|
+|100|2525.971s|13516.203s|
+|500|2666.998s|8638.527s|
+|1000|2654.622s|8247.292s|
+|10000|4054.167s|8104.632s|
 
 ### Batch get node/edge property(all) operation
 |       TiKV        |

From 5696f4780ca26525b6f3e881dc09cc573ed0edef Mon Sep 17 00:00:00 2001
From: Michael Chen <920901835@qq.com>
Date: Mon, 9 Sep 2019 23:45:06 +0800
Subject: [PATCH 378/391] fix:using runtime in tikv_property && moving benchers
 to ./bench && testing batch_read for different batch_size

---
 bench-tikv-rocksdb.md                     |  11 +-
 benches/test.rs                           |   1 -
 benches/tikv_rocksdb_batch_test.rs        | 223 ++++++++++++++++++++++
 examples/tikv_rocksdb_batch_write_test.rs | 105 ----------
 src/property/tikv_property.rs             | 132 +++++++------
 5 files changed, 301 insertions(+), 171 deletions(-)
 delete mode 100644 benches/test.rs
 create mode 100644 benches/tikv_rocksdb_batch_test.rs
 delete mode 100644 examples/tikv_rocksdb_batch_write_test.rs

diff --git a/bench-tikv-rocksdb.md b/bench-tikv-rocksdb.md
index 8ae2d870..578b8802 100644
--- a/bench-tikv-rocksdb.md
+++ b/bench-tikv-rocksdb.md
@@ -84,8 +84,9 @@ And using one server to running test program.
 |10000|4054.167s|8104.632s|
 
 ### Batch get node/edge property(all) operation
-|       TiKV        |
-|-------------------|
-|  0.468s ~ 0.476s |
-
-(Batch get 1000 node/edge properties, and it takes 0.468s ~ 0.476s in total)
\ No newline at end of file
+|Batch Size|TiKV|RocksDB|
+|---|---|---|
+|100|0.078s ~ 0.079s|0.387s ~ 0.425s|
+|500|0.382s ~ 0.387s|1.848s ~ 1.938s|
+|1000|0.468s ~ 0.476s|3.869s ~ 3.871s|
+(RocksDB using `while` iteration to simulate `batch_get`)
\ No newline at end of file
diff --git a/benches/test.rs b/benches/test.rs
deleted file mode 100644
index d3f5a12f..00000000
--- a/benches/test.rs
+++ /dev/null
@@ -1 +0,0 @@
-
diff --git a/benches/tikv_rocksdb_batch_test.rs b/benches/tikv_rocksdb_batch_test.rs
new file mode 100644
index 00000000..b947900f
--- /dev/null
+++ b/benches/tikv_rocksdb_batch_test.rs
@@ -0,0 +1,223 @@
+/*
+ * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
+ *
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+#![feature(async_await)]
+extern crate rust_graph;
+extern crate tempdir;
+extern crate tikv_client;
+use serde_json::{json, to_vec};
+
+use rust_graph::io::rocksdb::rocksdb_loader::RocksDBLoader;
+use rust_graph::io::tikv::tikv_loader::TikvLoader;
+use rust_graph::io::{CSVReader, GraphLoader};
+use rust_graph::property::tikv_property::TikvProperty;
+use rust_graph::property::{PropertyGraph, RocksProperty};
+use std::str::FromStr;
+use std::time::Instant;
+use test::Bencher;
+use tikv_client::Config;
+
+#[bench]
+fn bench_tikv_batch_get_node_property_all(b: &mut Bencher) {
+    let batch_size = 500;
+    let mut graph = TikvProperty::new(
+        Config::new(vec![
+            "192.168.2.3::2379",
+            "192.168.2.4:2379",
+            "192.168.2.5:2379",
+        ]),
+        Config::new(vec![
+            "192.168.2.3::2379",
+            "192.168.2.4:2379",
+            "192.168.2.5:2379",
+        ]),
+        false,
+    )
+    .unwrap();
+
+    let mut raw_props = Vec::new();
+    for i in 0..batch_size {
+        let key = i.to_string();
+        let value = (i + 1).to_string();
+        let new_prop = json!({ key: value });
+        let raw_prop = to_vec(&new_prop).unwrap();
+        raw_props.extend(vec![(i, raw_prop)]);
+    }
+    graph.extend_node_raw(raw_props.into_iter()).unwrap();
+
+    let keys = (0..batch_size).collect();
+
+    b.iter(|| {
+        let pairs = graph.batch_get_node_property_all(keys).unwrap();
+    });
+
+    assert_eq!(pairs.unwrap().len(), batch_size);
+    let mut i = 0u32;
+    while i < batch_size {
+        let node_property = graph.get_node_property_all(i).unwrap();
+        assert_eq!(
+            Some(json!({i.to_string(): (i + 1).to_string()})),
+            node_property
+        );
+        i += 1;
+    }
+}
+
+#[bench]
+fn bench_tikv_batch_get_edge_property_all(b: &mut Bencher) {
+    let batch_size = 500;
+    let mut graph = TikvProperty::new(
+        Config::new(vec![
+            "192.168.2.3::2379",
+            "192.168.2.4:2379",
+            "192.168.2.5:2379",
+        ]),
+        Config::new(vec![
+            "192.168.2.3::2379",
+            "192.168.2.4:2379",
+            "192.168.2.5:2379",
+        ]),
+        false,
+    )
+    .unwrap();
+
+    let mut raw_props = Vec::new();
+    for i in 0..batch_size {
+        let key = i.to_string();
+        let value = (i + 1).to_string();
+        let new_prop = json!({ key: value });
+        let raw_prop = to_vec(&new_prop).unwrap();
+        raw_props.extend(vec![((i, i + 1), raw_prop)]);
+    }
+    graph.extend_edge_raw(raw_props.into_iter()).unwrap();
+
+    let keys = (0..batch_size).map(|x| (x, x + 1)).collect();
+
+    b.iter(|| {
+        let pairs = graph.batch_get_edge_property_all(keys).unwrap();
+    });
+
+    assert_eq!(pairs.unwrap().len(), batch_size);
+    let mut i = 0u32;
+    while i < batch_size {
+        let edge_property = graph.get_edge_property_all(i, i + 1).unwrap();
+        assert_eq!(
+            Some(json!({i.to_string(): (i + 1).to_string()})),
+            edge_property
+        );
+        i += 1;
+    }
+}
+
+#[bench]
+fn bench_rocksdb_get_node_property_all(b: &mut Bencher) {
+    let node = tempdir::TempDir::new("node").unwrap();
+    let edge = tempdir::TempDir::new("edge").unwrap();
+    let batch_size = 500;
+
+    let node_path = node.path();
+    let edge_path = edge.path();
+    {
+        let mut graph0 = RocksProperty::new(node_path, edge_path, false).unwrap();
+        for i in 0..batch_size {
+            graph0
+                .insert_node_property(0u32, json!({"name": "jack"}))
+                .unwrap();
+        }
+    }
+    let graph1 = RocksProperty::open(node_path, edge_path, false, true).unwrap();
+
+    b.iter(|| {
+        for i in 0..batch_size {
+            graph1.get_node_property_all(0u32).unwrap();
+        }
+    });
+}
+
+#[bench]
+fn bench_rocksdb_get_edge_property_all(b: &mut Bencher) {
+    let node = tempdir::TempDir::new("node").unwrap();
+    let edge = tempdir::TempDir::new("edge").unwrap();
+    let batch_size = 500;
+
+    let node_path = node.path();
+    let edge_path = edge.path();
+    {
+        let mut graph0 = RocksProperty::new(node_path, edge_path, false).unwrap();
+        for i in 0..batch_size {
+            graph0
+                .insert_edge_property(i, 1u32, json!({"name": "jack"}))
+                .unwrap();
+        }
+    }
+    let graph1 = RocksProperty::open(node_path, edge_path, false, true).unwrap();
+    b.iter(|| {
+        for i in 0..batch_size {
+            graph1.get_edge_property_all(0u32, 1u32).unwrap();
+        }
+    });
+}
+
+fn load_graph_to_tikv(nodes: &str, edges: &str, thread_cnt: usize, batch_size: usize) {
+    let node_pd_server_addr: Vec<&str> =
+        vec!["192.168.2.3:2379", "192.168.2.4:2379", "192.168.2.5:2379"];
+    let edge_pd_server_addr: Vec<&str> =
+        vec!["192.168.2.3:2379", "192.168.2.4:2379", "192.168.2.5:2379"];
+
+    let reader = CSVReader::<u32, String, String>::new(vec![nodes], vec![edges])
+        .headers(true)
+        .flexible(true)
+        .with_separator("bar");
+
+    let tike_loader = TikvLoader::new(
+        Config::new(node_pd_server_addr.to_owned()),
+        Config::new(edge_pd_server_addr.to_owned()),
+        false,
+    );
+
+    let start = Instant::now();
+    tike_loader.load(&reader, thread_cnt, batch_size);
+    let duration = start.elapsed();
+    let total_time = duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9;
+    println!("Finished tikv graph insertion in {} seconds.", total_time);
+}
+
+fn load_graph_to_rocksdb(nodes: &str, edges: &str, batch_size: usize) {
+    let node = tempdir::TempDir::new_in(".", "node").unwrap();
+    let edge = tempdir::TempDir::new_in(".", "edge").unwrap();
+
+    let node_path = node.path();
+    let edge_path = edge.path();
+    let rocks_db_loader = RocksDBLoader::new(node_path, edge_path, false);
+
+    let reader = CSVReader::<u32, String, String>::new(vec![nodes], vec![edges])
+        .headers(true)
+        .flexible(true)
+        .with_separator("bar");
+
+    let start = Instant::now();
+    rocks_db_loader.load(&reader, 1, batch_size);
+    let duration = start.elapsed();
+    let total_time = duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9;
+    println!(
+        "Finished rocksdb graph insertion in {} seconds.",
+        total_time
+    );
+}
diff --git a/examples/tikv_rocksdb_batch_write_test.rs b/examples/tikv_rocksdb_batch_write_test.rs
deleted file mode 100644
index 0c995981..00000000
--- a/examples/tikv_rocksdb_batch_write_test.rs
+++ /dev/null
@@ -1,105 +0,0 @@
-/*
- * Copyright (c) 2018 UNSW Sydney, Data and Knowledge Group.
- *
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more contributor license agreements.  See the NOTICE file
- * distributed with this work for additional information
- * regarding copyright ownership.  The ASF licenses this file
- * to you under the Apache License, Version 2.0 (the
- * "License"); you may not use this file except in compliance
- * with the License.  You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on an
- * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations
- * under the License.
- */
-#![feature(async_await)]
-extern crate rust_graph;
-extern crate tempdir;
-extern crate tikv_client;
-
-use rust_graph::io::rocksdb::rocksdb_loader::RocksDBLoader;
-use rust_graph::io::tikv::tikv_loader::TikvLoader;
-use rust_graph::io::{CSVReader, GraphLoader};
-use std::str::FromStr;
-use std::time::Instant;
-use tikv_client::Config;
-
-fn main() {
-    let args: Vec<_> = std::env::args().collect();
-
-    if args.len() < 3 {
-        println!("tikv_rocksdb_batch_write_test [node_path] [edge_path] [batch_size]");
-        return;
-    }
-    let node_path = &args[1];
-    let edge_path = &args[2];
-    let thread_cnt = usize::from_str(&args[3]).expect("Thread_cnt format error.");
-    let batch_size = usize::from_str(&args[4]).expect("Batch_size format error.");
-    println!(
-        "Testing environment: batch_size={}, thread_cnt={}.",
-        batch_size, thread_cnt
-    );
-
-    println!("Testing tikv time ...");
-
-    println!("Test time_tikv_batch_insert time...");
-    time_tikv_batch_insert(node_path, edge_path, thread_cnt, batch_size);
-
-    println!("\nTesting rocksdb time ...");
-
-    println!("Test time_rocksdb_batch_insert time...");
-    time_rocksdb_batch_insert(node_path, edge_path, batch_size);
-}
-
-fn time_tikv_batch_insert(nodes: &str, edges: &str, thread_cnt: usize, batch_size: usize) {
-    let node_pd_server_addr: Vec<&str> =
-        vec!["192.168.2.3:2379", "192.168.2.4:2379", "192.168.2.5:2379"];
-    let edge_pd_server_addr: Vec<&str> =
-        vec!["192.168.2.3:2379", "192.168.2.4:2379", "192.168.2.5:2379"];
-
-    let reader = CSVReader::<u32, String, String>::new(vec![nodes], vec![edges])
-        .headers(true)
-        .flexible(true)
-        .with_separator("bar");
-
-    let tike_loader = TikvLoader::new(
-        Config::new(node_pd_server_addr.to_owned()),
-        Config::new(edge_pd_server_addr.to_owned()),
-        false,
-    );
-
-    let start = Instant::now();
-    tike_loader.load(&reader, thread_cnt, batch_size);
-    let duration = start.elapsed();
-    let total_time = duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9;
-    println!("Finished tikv graph insertion in {} seconds.", total_time);
-}
-
-fn time_rocksdb_batch_insert(nodes: &str, edges: &str, batch_size: usize) {
-    let node = tempdir::TempDir::new_in(".", "node").unwrap();
-    let edge = tempdir::TempDir::new_in(".", "edge").unwrap();
-
-    let node_path = node.path();
-    let edge_path = edge.path();
-    let rocks_db_loader = RocksDBLoader::new(node_path, edge_path, false);
-
-    let reader = CSVReader::<u32, String, String>::new(vec![nodes], vec![edges])
-        .headers(true)
-        .flexible(true)
-        .with_separator("bar");
-
-    let start = Instant::now();
-    rocks_db_loader.load(&reader, 1, batch_size);
-    let duration = start.elapsed();
-    let total_time = duration.as_secs() as f64 + duration.subsec_nanos() as f64 * 1e-9;
-    println!(
-        "Finished rocksdb graph insertion in {} seconds.",
-        total_time
-    );
-}
diff --git a/src/property/tikv_property.rs b/src/property/tikv_property.rs
index b74d1b4d..517952fe 100644
--- a/src/property/tikv_property.rs
+++ b/src/property/tikv_property.rs
@@ -25,16 +25,20 @@ use std::mem::swap;
 use crate::serde_json::Value as JsonValue;
 use serde::de::DeserializeOwned;
 use serde::Serialize;
-use serde_json::{from_slice, to_value, to_vec};
+use serde_cbor::{from_slice, to_vec};
+use serde_json::to_value;
 use tikv_client::{raw::Client, Config, KvPair};
 
 use crate::generic::{IdType, Iter};
 use crate::itertools::Itertools;
 use crate::property::{PropertyError, PropertyGraph};
+use futures::executor::block_on;
+use tokio::runtime::Runtime;
 
 pub struct TikvProperty {
-    node_property_config: Config,
-    edge_property_config: Config,
+    node_client: Client,
+    edge_client: Client,
+    rt: Option<Runtime>,
     is_directed: bool,
     read_only: bool,
 }
@@ -46,27 +50,31 @@ impl TikvProperty {
         edge_property_config: Config,
         is_directed: bool,
     ) -> Result<Self, PropertyError> {
-        futures::executor::block_on(async {
-            let client =
-                Client::new(node_property_config.clone()).expect("Connect to pd-server error!");
-            client
+        let node_client =
+            Client::new(node_property_config.clone()).expect("Connect to pd-server error!");
+        let edge_client =
+            Client::new(edge_property_config.clone()).expect("Connect to pd-server error!");
+        let node_client_clone = node_client.clone();
+        block_on(async move {
+            node_client_clone
                 .delete_range("".to_owned()..)
                 .await
                 .expect("Delete all node properties failed!");
         });
 
-        futures::executor::block_on(async {
-            let client =
-                Client::new(edge_property_config.clone()).expect("Connect to pd-server error!");
-            client
+        let edge_client_clone = node_client.clone();
+        block_on(async {
+            edge_client_clone
                 .delete_range("".to_owned()..)
                 .await
                 .expect("Delete all edge properties failed!");
         });
 
+        let rt = Runtime::new().unwrap();
         Ok(TikvProperty {
-            node_property_config,
-            edge_property_config,
+            node_client,
+            edge_client,
+            rt: Some(rt),
             is_directed,
             read_only: false,
         })
@@ -78,9 +86,15 @@ impl TikvProperty {
         is_directed: bool,
         read_only: bool,
     ) -> Result<Self, PropertyError> {
+        let rt = Runtime::new().unwrap();
+        let node_client =
+            Client::new(node_property_config.clone()).expect("Connect to pd-server error!");
+        let edge_client =
+            Client::new(edge_property_config.clone()).expect("Connect to pd-server error!");
         Ok(TikvProperty {
-            node_property_config,
-            edge_property_config,
+            node_client,
+            edge_client,
+            rt: Some(rt),
             is_directed,
             read_only,
         })
@@ -117,13 +131,12 @@ impl TikvProperty {
         names: Vec<String>,
         is_node_property: bool,
     ) -> Result<Option<JsonValue>, PropertyError> {
-        futures::executor::block_on(async {
-            let conf = if is_node_property {
-                self.node_property_config.clone()
+        block_on(async {
+            let client = if is_node_property {
+                self.node_client.clone()
             } else {
-                self.edge_property_config.clone()
+                self.edge_client.clone()
             };
-            let client = Client::new(conf)?;
             let _value = client.get(key).await?;
             match _value {
                 Some(value_bytes) => {
@@ -146,13 +159,12 @@ impl TikvProperty {
         key: Vec<u8>,
         is_node_property: bool,
     ) -> Result<Option<JsonValue>, PropertyError> {
-        futures::executor::block_on(async {
-            let conf = if is_node_property {
-                self.node_property_config.clone()
+        block_on(async {
+            let client = if is_node_property {
+                self.node_client.clone()
             } else {
-                self.edge_property_config.clone()
+                self.edge_client.clone()
             };
-            let client = Client::new(conf)?;
             let _value = client.get(key).await?;
             match _value {
                 Some(value_bytes) => {
@@ -196,9 +208,8 @@ impl TikvProperty {
         &self,
         keys: Vec<Vec<u8>>,
     ) -> Result<Option<Vec<(Id, JsonValue)>>, PropertyError> {
-        futures::executor::block_on(async {
-            let conf = self.node_property_config.clone();
-            let client = Client::new(conf)?;
+        block_on(async {
+            let client = self.node_client.clone();
             let kv_pairs = client.batch_get(keys).await?;
 
             if kv_pairs.is_empty() {
@@ -219,9 +230,8 @@ impl TikvProperty {
         &self,
         keys: Vec<Vec<u8>>,
     ) -> Result<Option<Vec<((Id, Id), JsonValue)>>, PropertyError> {
-        futures::executor::block_on(async {
-            let conf = self.edge_property_config.clone();
-            let client = Client::new(conf)?;
+        block_on(async {
+            let client = self.edge_client.clone();
             let kv_pairs = client.batch_get(keys).await?;
 
             if kv_pairs.is_empty() {
@@ -327,9 +337,8 @@ impl<Id: IdType + Serialize + DeserializeOwned> PropertyGraph<Id> for TikvProper
         let id_bytes = bincode::serialize(&id)?;
         let value = self.get_node_property_all(id)?;
 
-        futures::executor::block_on(async {
-            let client = Client::new(self.node_property_config.clone())
-                .expect("Connect to pd-server error!");
+        let client = self.node_client.clone();
+        block_on(async {
             client
                 .put(id_bytes, prop)
                 .await
@@ -354,9 +363,8 @@ impl<Id: IdType + Serialize + DeserializeOwned> PropertyGraph<Id> for TikvProper
         let id_bytes = bincode::serialize(&(src, dst))?;
         let value = self.get_edge_property_all(src, dst)?;
 
-        futures::executor::block_on(async {
-            let client = Client::new(self.edge_property_config.clone())
-                .expect("Connect to pd-server error!");
+        let client = self.edge_client.clone();
+        block_on(async {
             client
                 .put(id_bytes, prop)
                 .await
@@ -374,14 +382,13 @@ impl<Id: IdType + Serialize + DeserializeOwned> PropertyGraph<Id> for TikvProper
             return Err(PropertyError::ModifyReadOnlyError);
         }
 
-        futures::executor::block_on(async {
-            let client = Client::new(self.node_property_config.clone())
-                .expect("Connect to pd-server error!");
-            let properties = props
-                .into_iter()
-                .map(|x| (bincode::serialize(&(x.0)).unwrap(), x.1))
-                .collect_vec();
+        let properties = props
+            .into_iter()
+            .map(|x| (bincode::serialize(&(x.0)).unwrap(), x.1))
+            .collect_vec();
 
+        let client = self.node_client.clone();
+        self.rt.as_ref().unwrap().spawn(async move {
             client
                 .batch_put(properties)
                 .await
@@ -399,19 +406,17 @@ impl<Id: IdType + Serialize + DeserializeOwned> PropertyGraph<Id> for TikvProper
             return Err(PropertyError::ModifyReadOnlyError);
         }
 
-        futures::executor::block_on(async {
-            let client = Client::new(self.edge_property_config.clone())
-                .expect("Connect to pd-server error!");
-
-            let properties = props
-                .into_iter()
-                .map(|x| {
-                    let (mut src, mut dst) = x.0;
-                    self.swap_edge(&mut src, &mut dst);
-                    (bincode::serialize(&(src, dst)).unwrap(), x.1)
-                })
-                .collect_vec();
+        let properties = props
+            .into_iter()
+            .map(|x| {
+                let (mut src, mut dst) = x.0;
+                self.swap_edge(&mut src, &mut dst);
+                (bincode::serialize(&(src, dst)).unwrap(), x.1)
+            })
+            .collect_vec();
 
+        let client = self.edge_client.clone();
+        self.rt.as_ref().unwrap().spawn(async move {
             client
                 .batch_put(properties)
                 .await
@@ -422,8 +427,8 @@ impl<Id: IdType + Serialize + DeserializeOwned> PropertyGraph<Id> for TikvProper
     }
 
     fn scan_node_property_all(&self) -> Iter<Result<(Id, JsonValue), PropertyError>> {
-        futures::executor::block_on(async {
-            let client = Client::new(self.node_property_config.clone()).unwrap();
+        let client = self.node_client.clone();
+        block_on(async {
             let result: Vec<KvPair> = client.scan("".to_owned().., 2).await.unwrap();
 
             Iter::new(Box::new(result.into_iter().map(|pair| {
@@ -437,8 +442,8 @@ impl<Id: IdType + Serialize + DeserializeOwned> PropertyGraph<Id> for TikvProper
     }
 
     fn scan_edge_property_all(&self) -> Iter<Result<((Id, Id), JsonValue), PropertyError>> {
-        futures::executor::block_on(async {
-            let client = Client::new(self.edge_property_config.clone()).unwrap();
+        let client = self.edge_client.clone();
+        block_on(async {
             let result: Vec<KvPair> = client.scan("".to_owned().., 2).await.unwrap();
 
             Iter::new(Box::new(result.into_iter().map(|pair| {
@@ -452,6 +457,13 @@ impl<Id: IdType + Serialize + DeserializeOwned> PropertyGraph<Id> for TikvProper
     }
 }
 
+//Finished all tasks which are still in tokio::Runtime
+impl Drop for TikvProperty {
+    fn drop(&mut self) {
+        self.rt.take().unwrap().shutdown_on_idle();
+    }
+}
+
 #[cfg(test)]
 mod test {
     extern crate tikv_client;

From 8bc492932a8f10648e96a99d2b6bede32d075d76 Mon Sep 17 00:00:00 2001
From: Katherine2013 <18604273487@qq.com>
Date: Wed, 18 Dec 2019 11:14:38 +0800
Subject: [PATCH 379/391] 12.07 added

---
 Cargo.toml                    | 18 +++++---
 src/graph_into_tikv.rs        | 42 ++++++++++++++++++
 src/main.rs                   | 47 ++++++++++++++++++++
 src/property/mod.rs           | 60 ++++++++++++++++++++++++-
 src/property/tikv_property.rs | 82 +++++++++++++++++++++++++++++++++--
 5 files changed, 239 insertions(+), 10 deletions(-)
 create mode 100644 src/graph_into_tikv.rs
 create mode 100644 src/main.rs

diff --git a/Cargo.toml b/Cargo.toml
index 548cd5ad..7e4a51bd 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -33,14 +33,22 @@ tikv-client = { git = "https://github.com/tikv/client-rust.git" }
 futures-preview = { version = "0.3.0-alpha.17", features = ["compat"] }
 walkdir = "2.0.0"
 tokio = "=0.2.0-alpha.2"
+#protobuf = { version = "2.0"}
 
-[dependencies.hdfs]
-git="https://github.com/UNSW-database/hdfs-rs.git"
-default-features = false
-optional = true
+#
+#[dependencies.hdfs]
+#git="https://github.com/UNSW-database/hdfs-rs.git"
+#default-features = false
+#optional = true
 
 [dev-dependencies]
 tempfile = "3.0.4"
 clap = "2.32.0"
 criterion = "0.2"
-tempdir = "0.3.7"
\ No newline at end of file
+tempdir = "0.3.7"
+
+#[patch.crates-io]
+#hdfs = {}
+
+[build-dependencies]
+protoc-rust = "2.0"
\ No newline at end of file
diff --git a/src/graph_into_tikv.rs b/src/graph_into_tikv.rs
new file mode 100644
index 00000000..da164120
--- /dev/null
+++ b/src/graph_into_tikv.rs
@@ -0,0 +1,42 @@
+#![feature(async_await)]
+extern crate rust_graph;
+extern crate serde_json;
+extern crate tikv_client;
+
+use rust_graph::property::tikv_property::*;
+use rust_graph::property::PropertyGraph;
+use serde_json::{json, to_vec};
+use tikv_client::{Config, Key, KvPair, RawClient as Client, Result, ToOwnedRange, Value};
+
+/// The pd-server that is responsible to store node properties in its managed tikv-servers
+const NODE_PD_SERVER_ADDR: &str = "192.168.2.2:2379";
+
+/// The pd-server that is responsible to store edge properties in its managed tikv-servers
+const EDGE_PD_SERVER_ADDR: &str = "192.168.2.7:2379";
+
+fn main() {
+    let args = parse_args("raw");
+    let mut graph = TikvProperty::new(
+        Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+        Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+        false,
+    )
+        .unwrap();
+    // insert node property
+    let new_prop = json!({"name":"jack"});
+    let raw_prop = to_vec(&new_prop).unwrap();
+
+    graph.insert_node_raw(0u32, raw_prop).unwrap();
+    let node_property = graph.get_node_property_all(0u32).unwrap();
+
+    assert_eq!(Some(json!({"name":"jack"})), node_property);
+
+    // insert edge property
+    let edge_prop = json!({"length":"15"});
+    let raw_edge_prop = to_vec(&edge_prop).unwrap();
+
+    graph.insert_edge_raw(0u32, 1u32, raw_edge_prop).unwrap();
+    let edge_property = graph.get_edge_property_all(0u32, 1u32).unwrap();
+
+    assert_eq!(Some(json!({"length":"15"})), edge_property);
+}
diff --git a/src/main.rs b/src/main.rs
new file mode 100644
index 00000000..64ba2c41
--- /dev/null
+++ b/src/main.rs
@@ -0,0 +1,47 @@
+use tikv_client::{Config, raw::Client};
+use futures::Future;
+
+
+fn main() {
+    let config = Config::new(vec![ // Always use more than one PD endpoint!
+                                   "192.168.0.100:2379",
+                                   "192.168.0.101:2379",
+                                   "192.168.0.102:2379",
+    ]).with_security( // Configure TLS if used.
+                      "root.ca",
+                      "internal.cert",
+                      "internal.key",
+    );
+
+    let unconnected_client = Client::new(config);
+    let client = unconnected_client.wait()?; // Block and resolve the future.
+
+    let client = Client::new(config).wait();
+// Data stored in TiKV does not need to be UTF-8.
+    let key = "TiKV".to_bytes();
+    let value = "Astronaut".to_bytes();
+
+// This creates a future that must be resolved.
+    let req = client.put(
+        key,  // Vec<u8> impl Into<Key>
+        value // Vec<u8> impl Into<Value>
+    );
+    req.wait()?;
+
+    let req = client.get(key);
+    let result = req.wait()?;
+
+// `Value` derefs to `Vec<u8>`.
+    assert_eq!(result, Some(value));
+
+    let req = client.delete(key);
+    req.wait()?;
+
+    let req = client.get(key).wait()?;
+    assert_eq!(result, None);
+}
+
+
+
+
+
diff --git a/src/property/mod.rs b/src/property/mod.rs
index 54ace022..44570064 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -32,6 +32,62 @@ pub use crate::property::rocks_property::RocksProperty;
 use crate::generic::IdType;
 pub use crate::generic::Iter;
 use serde_json::Value as JsonValue;
+use std::hash::Hash;
+
+//12.07
+pub trait ExtendTikvEdgeTrait<Id: IdType, EL: Hash + Eq>:PropertyGraph<Id>{
+    fn insert_labeled_edge_property(
+        &mut self,
+        src: Id,
+        dst: Id,
+        label:EL,
+        direction:bool,
+        prop: JsonValue,
+    ) -> Result<Option<JsonValue>, PropertyError>;
+
+    fn get_labeled_edge_property(
+        &self,
+        src: Id,
+        dst: Id,
+        label:EL,
+        direction:bool,
+        names: Vec<String>,
+    ) -> Result<Option<JsonValue>, PropertyError>;
+
+    fn insert_labeled_edge_raw(
+        &mut self,
+        src: Id,
+        dst: Id,
+        label:EL,
+        direction:bool,
+        prop: Vec<u8>,
+    ) -> Result<Option<JsonValue>, PropertyError>;
+
+}
+//12.07
+pub trait ExtendTikvNodeTrait<Id: IdType, EL: Hash + Eq>:PropertyGraph<Id>{
+    fn insert_labeled_node_property(
+        &mut self,
+        id: Id,
+        label: EL,
+        prop: JsonValue,
+    ) -> Result<Option<JsonValue>, PropertyError>;
+
+    fn get_labeled_node_property(
+        &self,
+        id: Id,
+        label: EL,
+        names: Vec<String>,
+    ) -> Result<Option<JsonValue>, PropertyError>;
+
+    fn insert_labeled_node_raw(
+        &mut self,
+        id: Id,
+        label: EL,
+        prop: Vec<u8>,
+    ) -> Result<Option<JsonValue>, PropertyError>;
+
+}
 
 pub trait PropertyGraph<Id: IdType> {
     fn get_node_property(
@@ -60,11 +116,11 @@ pub trait PropertyGraph<Id: IdType> {
         prop: JsonValue,
     ) -> Result<Option<JsonValue>, PropertyError>;
 
-    fn extend_node_property<I: IntoIterator<Item = (Id, JsonValue)>>(
+    fn extend_node_property<I: IntoIterator<Item = (Id, label, JsonValue)>>(
         &mut self,
         props: I,
     ) -> Result<(), PropertyError>;
-    fn extend_edge_property<I: IntoIterator<Item = ((Id, Id), JsonValue)>>(
+    fn extend_edge_property<I: IntoIterator<Item = ((Id, Id), label, direction, JsonValue)>>(
         &mut self,
         props: I,
     ) -> Result<(), PropertyError>;
diff --git a/src/property/tikv_property.rs b/src/property/tikv_property.rs
index 517952fe..b9bdc4b2 100644
--- a/src/property/tikv_property.rs
+++ b/src/property/tikv_property.rs
@@ -34,6 +34,8 @@ use crate::itertools::Itertools;
 use crate::property::{PropertyError, PropertyGraph};
 use futures::executor::block_on;
 use tokio::runtime::Runtime;
+use property::{ExtendTikvEdgeTrait, ExtendTikvNodeTrait};
+use std::hash::Hash;
 
 pub struct TikvProperty {
     node_client: Client,
@@ -311,7 +313,7 @@ impl<Id: IdType + Serialize + DeserializeOwned> PropertyGraph<Id> for TikvProper
 
     fn extend_node_property<I: IntoIterator<Item = (Id, JsonValue)>>(
         &mut self,
-        props: I,
+        props:  I,
     ) -> Result<(), PropertyError> {
         let props = props.into_iter().map(|x| (x.0, to_vec(&x.1).unwrap()));
         self.extend_node_raw(props)
@@ -457,6 +459,76 @@ impl<Id: IdType + Serialize + DeserializeOwned> PropertyGraph<Id> for TikvProper
     }
 }
 
+//12.07
+impl <Id: IdType, EL: Hash + Eq>ExtendTikvEdgeTrait<Id,EL> for TikvProperty {
+    fn insert_labeled_edge_property(&mut self, src: Id, dst: Id, label: EL, direction: bool, prop: _) -> Result<Option<_>, PropertyError> {
+        let names_bytes = to_vec(&prop)?;
+        self.insert_edge_raw(src, dst, names_bytes)//to be modified
+    }
+
+    fn get_labeled_edge_property(&self, src: Id, dst: Id, label: EL, direction: bool, names: Vec<String>) -> Result<Option<_>, PropertyError> {
+        //self.swap_edge(&mut src, &mut dst);
+        let id_bytes = bincode::serialize(&(src, dst))?;
+        self.get_property(id_bytes, names, false)//to be modified
+    }
+
+    fn insert_labeled_edge_raw(&mut self, src: Id, dst: Id, label: EL, direction: bool, prop: Vec<u8>) -> Result<Option<_>, PropertyError> {
+        if self.read_only {
+            return Err(PropertyError::ModifyReadOnlyError);
+        }
+        
+        //self.swap_edge(&mut src, &mut dst);
+
+        self.is_directed = true;
+
+        let id_bytes = bincode::serialize(&(src, dst))?;
+
+        let value = self.get_edge_property_all(src, dst)?;
+
+        let client = self.edge_client.clone();
+        block_on(async {
+            client
+                .put(id_bytes, prop)
+                .await
+                .expect("Insert edge property failed!");
+        });
+
+        Ok(value)
+    }
+}
+
+//12.07
+impl <Id: IdType, EL: Hash + Eq>ExtendTikvNodeTrait<Id,EL> for TikvProperty {
+    fn insert_labeled_node_property(&mut self, id: Id, label: EL, prop: _) -> Result<Option<_>, PropertyError> {
+        let names_bytes = to_vec(&prop)?;
+        self.insert_node_raw(id, names_bytes)
+    }
+
+    fn get_labeled_node_property(&self, id: Id, label: EL, names: Vec<String>) -> Result<Option<_>, PropertyError> {
+        let id_bytes = bincode::serialize(&id)?;
+        self.get_property(id_bytes, names, true)
+    }
+
+    fn insert_labeled_node_raw(&mut self, id: Id, label: EL, prop: Vec<u8>) -> Result<Option<_>, PropertyError> {
+        if self.read_only {
+            return Err(PropertyError::ModifyReadOnlyError);
+        }
+
+        let id_bytes = bincode::serialize(&id)?;
+        let value = self.get_node_property_all(id)?;
+
+        let client = self.node_client.clone();
+        block_on(async {
+            client
+                .put(id_bytes, prop)
+                .await
+                .expect("Insert node property failed!");
+        });
+
+        Ok(value)
+    }
+}
+
 //Finished all tasks which are still in tokio::Runtime
 impl Drop for TikvProperty {
     fn drop(&mut self) {
@@ -471,8 +543,8 @@ mod test {
     use super::*;
     use serde_json::json;
 
-    const NODE_PD_SERVER_ADDR: &str = "192.168.2.2:2379";
-    const EDGE_PD_SERVER_ADDR: &str = "192.168.2.3:2379";
+    const NODE_PD_SERVER_ADDR: &str = "59.78.194.63:2379";
+    const EDGE_PD_SERVER_ADDR: &str = "59.78.194.63:2379";
 
     #[test]
     fn test_insert_raw_node() {
@@ -766,6 +838,10 @@ mod test {
             .insert_edge_property(0u32, 1u32, json!({"length": "5"}))
             .unwrap();
 
+
+        //12.07
+        graph.insert_labeled_edge_property(1u32,2u32,"str",true,json!({"length": "9"});
+
         graph
             .insert_edge_property(1u32, 2u32, json!({"length": "10"}))
             .unwrap();

From 4c936625596777184a69b5faf51ccd71f6373717 Mon Sep 17 00:00:00 2001
From: Katherine2013 <18604273487@qq.com>
Date: Wed, 18 Dec 2019 12:53:18 +0800
Subject: [PATCH 380/391] 12.08 added

---
 src/property/tikv_property.rs | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/property/tikv_property.rs b/src/property/tikv_property.rs
index b9bdc4b2..4ad3ae79 100644
--- a/src/property/tikv_property.rs
+++ b/src/property/tikv_property.rs
@@ -476,7 +476,7 @@ impl <Id: IdType, EL: Hash + Eq>ExtendTikvEdgeTrait<Id,EL> for TikvProperty {
         if self.read_only {
             return Err(PropertyError::ModifyReadOnlyError);
         }
-        
+
         //self.swap_edge(&mut src, &mut dst);
 
         self.is_directed = true;

From fd2e5cadac3c087f3f075bb44c1e98eecfedf253 Mon Sep 17 00:00:00 2001
From: Katherine2013 <18604273487@qq.com>
Date: Tue, 24 Dec 2019 15:39:06 +0800
Subject: [PATCH 381/391] tmp version

---
 Cargo.toml                     |  2 +-
 src/property/rocks_property.rs | 12 ++++++++++++
 src/property/tikv_property.rs  | 33 ++++++++++++++++++++++++++-------
 3 files changed, 39 insertions(+), 8 deletions(-)

diff --git a/Cargo.toml b/Cargo.toml
index 7e4a51bd..ab3008c0 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -29,7 +29,7 @@ fxhash = "0.2.1"
 rocksdb = "0.12.2"
 lru = "0.1.15"
 scoped_threadpool = "0.1.9"
-tikv-client = { git = "https://github.com/tikv/client-rust.git" }
+tikv-client = { git = "https://github.com/yuchenECNU/client-rust.git" }
 futures-preview = { version = "0.3.0-alpha.17", features = ["compat"] }
 walkdir = "2.0.0"
 tokio = "=0.2.0-alpha.2"
diff --git a/src/property/rocks_property.rs b/src/property/rocks_property.rs
index 1e8a4425..2f2d1909 100644
--- a/src/property/rocks_property.rs
+++ b/src/property/rocks_property.rs
@@ -40,6 +40,8 @@ pub struct RocksProperty {
     edge_property: Tree,
     is_directed: bool,
     read_only: bool,
+//    node_label: Vec<u8>,
+//    edge_label: Vev<u8>,
 }
 
 impl RocksProperty {
@@ -57,11 +59,16 @@ impl RocksProperty {
         let node_tree = Tree::open(&opts, node_path)?;
         let edge_tree = Tree::open(&opts, edge_path)?;
 
+//        let node_label = Vec::new();//12.23
+//        let edge_label = Vec::new();
+
         Ok(RocksProperty {
             node_property: node_tree,
             edge_property: edge_tree,
             is_directed,
             read_only: false,
+//            node_label,
+//            edge_label,
         })
     }
 
@@ -83,11 +90,16 @@ impl RocksProperty {
             let node_tree = Tree::open(&opts, node_path)?;
             let edge_tree = Tree::open(&opts, edge_path)?;
 
+//            let node_label = Vec::new();//12.23
+//            let edge_label = Vec::new();
+
             Ok(RocksProperty {
                 node_property: node_tree,
                 edge_property: edge_tree,
                 is_directed,
                 read_only,
+//                node_label,
+//                edge_label,
             })
         }
     }
diff --git a/src/property/tikv_property.rs b/src/property/tikv_property.rs
index 4ad3ae79..f2285f34 100644
--- a/src/property/tikv_property.rs
+++ b/src/property/tikv_property.rs
@@ -31,7 +31,7 @@ use tikv_client::{raw::Client, Config, KvPair};
 
 use crate::generic::{IdType, Iter};
 use crate::itertools::Itertools;
-use crate::property::{PropertyError, PropertyGraph};
+use crate::property::{PropertyError, PropertyGraph, ExtendTikvEdgeTrait, ExtendTikvNodeTrait};
 use futures::executor::block_on;
 use tokio::runtime::Runtime;
 use property::{ExtendTikvEdgeTrait, ExtendTikvNodeTrait};
@@ -463,12 +463,12 @@ impl<Id: IdType + Serialize + DeserializeOwned> PropertyGraph<Id> for TikvProper
 impl <Id: IdType, EL: Hash + Eq>ExtendTikvEdgeTrait<Id,EL> for TikvProperty {
     fn insert_labeled_edge_property(&mut self, src: Id, dst: Id, label: EL, direction: bool, prop: _) -> Result<Option<_>, PropertyError> {
         let names_bytes = to_vec(&prop)?;
-        self.insert_edge_raw(src, dst, names_bytes)//to be modified
+        self.insert_labeled_edge_raw(src, dst, label, direction,names_bytes)//to be modified
     }
 
     fn get_labeled_edge_property(&self, src: Id, dst: Id, label: EL, direction: bool, names: Vec<String>) -> Result<Option<_>, PropertyError> {
         //self.swap_edge(&mut src, &mut dst);
-        let id_bytes = bincode::serialize(&(src, dst))?;
+        let id_bytes = bincode::serialize(&(src, dst,label))?;
         self.get_property(id_bytes, names, false)//to be modified
     }
 
@@ -480,8 +480,9 @@ impl <Id: IdType, EL: Hash + Eq>ExtendTikvEdgeTrait<Id,EL> for TikvProperty {
         //self.swap_edge(&mut src, &mut dst);
 
         self.is_directed = true;
+        //self.insert_labeled_edge_raw(src, dst, label, direction, prop);
 
-        let id_bytes = bincode::serialize(&(src, dst))?;
+        let id_bytes = bincode::serialize(&(src, dst,label))?;
 
         let value = self.get_edge_property_all(src, dst)?;
 
@@ -501,11 +502,11 @@ impl <Id: IdType, EL: Hash + Eq>ExtendTikvEdgeTrait<Id,EL> for TikvProperty {
 impl <Id: IdType, EL: Hash + Eq>ExtendTikvNodeTrait<Id,EL> for TikvProperty {
     fn insert_labeled_node_property(&mut self, id: Id, label: EL, prop: _) -> Result<Option<_>, PropertyError> {
         let names_bytes = to_vec(&prop)?;
-        self.insert_node_raw(id, names_bytes)
+        self.insert_labeled_node_raw(id, label, names_bytes)//to be continue
     }
 
     fn get_labeled_node_property(&self, id: Id, label: EL, names: Vec<String>) -> Result<Option<_>, PropertyError> {
-        let id_bytes = bincode::serialize(&id)?;
+        let id_bytes = bincode::serialize(&(id, label))?;
         self.get_property(id_bytes, names, true)
     }
 
@@ -514,7 +515,7 @@ impl <Id: IdType, EL: Hash + Eq>ExtendTikvNodeTrait<Id,EL> for TikvProperty {
             return Err(PropertyError::ModifyReadOnlyError);
         }
 
-        let id_bytes = bincode::serialize(&id)?;
+        let id_bytes = bincode::serialize(&(id, label))?;
         let value = self.get_node_property_all(id)?;
 
         let client = self.node_client.clone();
@@ -546,6 +547,24 @@ mod test {
     const NODE_PD_SERVER_ADDR: &str = "59.78.194.63:2379";
     const EDGE_PD_SERVER_ADDR: &str = "59.78.194.63:2379";
 
+    #[test]//12.23
+    fn test_insert_labeled_node_raw() {
+        let mut graph = TikvProperty::new(
+            Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+            Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+            false,
+        )
+            .unwrap();
+
+        let new_prop = json!({"name":"jack"});
+        let raw_prop = to_vec(&new_prop).unwrap();
+
+        graph.insert_labeled_node_raw(0u32, "test_node",raw_prop).unwrap();
+        //let node_label = graph.get_node_property_all(0u32).unwrap();
+
+        assert_eq!(Some(json!({"test_node"})), node_label);
+    }
+
     #[test]
     fn test_insert_raw_node() {
         let mut graph = TikvProperty::new(

From 0a258044c80f5446c215d58cf98cce14e8fd0f79 Mon Sep 17 00:00:00 2001
From: Katherine2013 <18604273487@qq.com>
Date: Mon, 30 Dec 2019 12:38:10 +0800
Subject: [PATCH 382/391] for test only

---
 src/property/tikv_property.rs | 89 +++++++++++++++++++++++++++++++++--
 1 file changed, 86 insertions(+), 3 deletions(-)

diff --git a/src/property/tikv_property.rs b/src/property/tikv_property.rs
index f2285f34..9a5f8077 100644
--- a/src/property/tikv_property.rs
+++ b/src/property/tikv_property.rs
@@ -27,7 +27,7 @@ use serde::de::DeserializeOwned;
 use serde::Serialize;
 use serde_cbor::{from_slice, to_vec};
 use serde_json::to_value;
-use tikv_client::{raw::Client, Config, KvPair};
+use tikv_client::{raw::Client, Config, KvPair, ColumnFamily};
 
 use crate::generic::{IdType, Iter};
 use crate::itertools::Itertools;
@@ -36,6 +36,11 @@ use futures::executor::block_on;
 use tokio::runtime::Runtime;
 use property::{ExtendTikvEdgeTrait, ExtendTikvNodeTrait};
 use std::hash::Hash;
+use std::future::Future;
+use futures::future::Either;
+use futures::StreamExt;
+
+const MAX_RAW_KV_SCAN_LIMIT: u32 = 10240;
 
 pub struct TikvProperty {
     node_client: Client,
@@ -468,7 +473,7 @@ impl <Id: IdType, EL: Hash + Eq>ExtendTikvEdgeTrait<Id,EL> for TikvProperty {
 
     fn get_labeled_edge_property(&self, src: Id, dst: Id, label: EL, direction: bool, names: Vec<String>) -> Result<Option<_>, PropertyError> {
         //self.swap_edge(&mut src, &mut dst);
-        let id_bytes = bincode::serialize(&(src, dst,label))?;
+        let id_bytes = bincode::serialize(&(src, dst, label, direction))?;
         self.get_property(id_bytes, names, false)//to be modified
     }
 
@@ -482,12 +487,13 @@ impl <Id: IdType, EL: Hash + Eq>ExtendTikvEdgeTrait<Id,EL> for TikvProperty {
         self.is_directed = true;
         //self.insert_labeled_edge_raw(src, dst, label, direction, prop);
 
-        let id_bytes = bincode::serialize(&(src, dst,label))?;
+        let id_bytes = bincode::serialize(&(src, dst, label, direction))?;
 
         let value = self.get_edge_property_all(src, dst)?;
 
         let client = self.edge_client.clone();
         block_on(async {
+//            client.get()//prefix scan
             client
                 .put(id_bytes, prop)
                 .await
@@ -876,3 +882,80 @@ mod test {
         );
     }
 }
+
+
+pub trait PrefixScan<Id: IdType, EL: Hash + Eq> {
+    fn prefix_scan(&self, id_bytes: Vec<u8>) -> impl Future<Output = Result<Vec<_>>>;
+}
+
+impl <Id: IdType, EL: Hash + Eq>PrefixScan for Client {
+    fn prefix_scan(&self, id_bytes: Vec<u8>) -> impl Future<Output = Result<Vec<_>>> {
+        let src_id: (Id, EL) = bincode::deserialize(id_bytes.into())?;
+
+        let client = self.edge_client.clone();
+        let result: Vec<KvPair> = client.scan("".to_owned().., 2).await.unwrap();
+
+        let edges: Vec<_> = Iter::new(Box::new(result.into_iter().map(|pair| {
+            let (id_bytes, value_bytes) = (pair.key(), pair.value());
+            let edges: (Id, Id, EL, bool) = bincode::deserialize(id_bytes.into())?;
+            Ok(edges)
+        })));
+
+        let neighbors = edges.into_iter().map(|edge| edge[1]).collect();
+
+        for edge in edges match src_id[0] == edge[1] {
+            //match the src
+            //Ok(edge_src_id) => {}
+            Ok(src_id) => neignbors.push(edge_src_ids[1]),
+            Err(_0) => {}
+            _ => {}
+        };
+
+        neighbors
+
+//        block_on(async {
+//            let result: Vec<KvPair> = client.scan("".to_owned().., 2).await.unwrap();
+//
+//            Iter::new(Box::new(result.into_iter().map(|pair| {
+//                let (id_bytes, value_bytes) = (pair.key(), pair.value());
+//                let id: (Id, Id) = bincode::deserialize(id_bytes.into())?;
+//                let value_parsed: JsonValue = from_slice(value_bytes.into())?;
+//
+//                Ok((id, value_parsed))
+//            })))
+//        })
+
+//        if limit > MAX_RAW_KV_SCAN_LIMIT {
+//            Either::Right(future::err(Error::max_scan_limit_exceeded(
+//                limit,
+//                MAX_RAW_KV_SCAN_LIMIT,
+//            )))
+//        } else {
+//            Either::Left(
+//                new_raw_prefix_scan_request(id_bytes, self.cf.clone())
+//                    .execute(self.rpc.clone()),
+//            )
+//        }
+    }
+}
+
+pub fn new_raw_prefix_scan_request(
+    prefix: Vec<u8>,
+    //limit: u32,
+    //key_only: bool,
+    cf: Option<ColumnFamily>,
+) -> kvrpcpb::RawScanRequest {
+    let limit = bincode::SizeLimit::Bounded(20);
+    let decoded: decoded_keys = bincode::deserialize(&id_bytes[..]).unwrap();
+
+    //let (start_key, end_key) = range.into().into_keys();
+
+    let mut req = kvrpcpb::RawScanRequest::default();
+    req.set_start_key(start_key.into());
+    req.set_end_key(end_key.unwrap_or_default().into());
+    req.set_limit(limit);
+    //req.set_key_only(key_only);
+    req.maybe_set_cf(cf);
+
+    req
+}

From 658a2c9b09b1b04d19aec5e1e89410adb4959709 Mon Sep 17 00:00:00 2001
From: Katherine2013 <18604273487@qq.com>
Date: Mon, 13 Jan 2020 10:53:24 +0800
Subject: [PATCH 383/391] label related tests all passed

---
 src/main.rs                   |  47 ------
 src/property/mod.rs           |  42 +++---
 src/property/tikv_property.rs | 276 +++++++++++++++++++++-------------
 3 files changed, 190 insertions(+), 175 deletions(-)
 delete mode 100644 src/main.rs

diff --git a/src/main.rs b/src/main.rs
deleted file mode 100644
index 64ba2c41..00000000
--- a/src/main.rs
+++ /dev/null
@@ -1,47 +0,0 @@
-use tikv_client::{Config, raw::Client};
-use futures::Future;
-
-
-fn main() {
-    let config = Config::new(vec![ // Always use more than one PD endpoint!
-                                   "192.168.0.100:2379",
-                                   "192.168.0.101:2379",
-                                   "192.168.0.102:2379",
-    ]).with_security( // Configure TLS if used.
-                      "root.ca",
-                      "internal.cert",
-                      "internal.key",
-    );
-
-    let unconnected_client = Client::new(config);
-    let client = unconnected_client.wait()?; // Block and resolve the future.
-
-    let client = Client::new(config).wait();
-// Data stored in TiKV does not need to be UTF-8.
-    let key = "TiKV".to_bytes();
-    let value = "Astronaut".to_bytes();
-
-// This creates a future that must be resolved.
-    let req = client.put(
-        key,  // Vec<u8> impl Into<Key>
-        value // Vec<u8> impl Into<Value>
-    );
-    req.wait()?;
-
-    let req = client.get(key);
-    let result = req.wait()?;
-
-// `Value` derefs to `Vec<u8>`.
-    assert_eq!(result, Some(value));
-
-    let req = client.delete(key);
-    req.wait()?;
-
-    let req = client.get(key).wait()?;
-    assert_eq!(result, None);
-}
-
-
-
-
-
diff --git a/src/property/mod.rs b/src/property/mod.rs
index 44570064..2a748975 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -33,9 +33,11 @@ use crate::generic::IdType;
 pub use crate::generic::Iter;
 use serde_json::Value as JsonValue;
 use std::hash::Hash;
+use serde::de::DeserializeOwned;
+use serde::Serialize;
 
-//12.07
-pub trait ExtendTikvEdgeTrait<Id: IdType, EL: Hash + Eq>:PropertyGraph<Id>{
+
+pub trait ExtendTikvEdgeTrait<Id: IdType + Serialize + DeserializeOwned, EL: Hash + Eq + Serialize + DeserializeOwned>:PropertyGraph<Id> {
     fn insert_labeled_edge_property(
         &mut self,
         src: Id,
@@ -45,14 +47,14 @@ pub trait ExtendTikvEdgeTrait<Id: IdType, EL: Hash + Eq>:PropertyGraph<Id>{
         prop: JsonValue,
     ) -> Result<Option<JsonValue>, PropertyError>;
 
-    fn get_labeled_edge_property(
-        &self,
-        src: Id,
-        dst: Id,
-        label:EL,
-        direction:bool,
-        names: Vec<String>,
-    ) -> Result<Option<JsonValue>, PropertyError>;
+//    fn get_labeled_edge_property(
+//        &self,
+//        src: Id,
+//        dst: Id,
+//        label:EL,
+//        direction:bool,
+//        names: Vec<String>,
+//    ) -> Result<Option<JsonValue>, PropertyError>;
 
     fn insert_labeled_edge_raw(
         &mut self,
@@ -64,8 +66,8 @@ pub trait ExtendTikvEdgeTrait<Id: IdType, EL: Hash + Eq>:PropertyGraph<Id>{
     ) -> Result<Option<JsonValue>, PropertyError>;
 
 }
-//12.07
-pub trait ExtendTikvNodeTrait<Id: IdType, EL: Hash + Eq>:PropertyGraph<Id>{
+
+pub trait ExtendTikvNodeTrait<Id: IdType + Serialize + DeserializeOwned, EL: Hash + Eq + Serialize + DeserializeOwned>:PropertyGraph<Id>{
     fn insert_labeled_node_property(
         &mut self,
         id: Id,
@@ -73,12 +75,12 @@ pub trait ExtendTikvNodeTrait<Id: IdType, EL: Hash + Eq>:PropertyGraph<Id>{
         prop: JsonValue,
     ) -> Result<Option<JsonValue>, PropertyError>;
 
-    fn get_labeled_node_property(
-        &self,
-        id: Id,
-        label: EL,
-        names: Vec<String>,
-    ) -> Result<Option<JsonValue>, PropertyError>;
+//    fn get_labeled_node_property(
+//        &self,
+//        id: Id,
+//        label: EL,
+//        names: Vec<String>,
+//    ) -> Result<Option<JsonValue>, PropertyError>;
 
     fn insert_labeled_node_raw(
         &mut self,
@@ -116,11 +118,11 @@ pub trait PropertyGraph<Id: IdType> {
         prop: JsonValue,
     ) -> Result<Option<JsonValue>, PropertyError>;
 
-    fn extend_node_property<I: IntoIterator<Item = (Id, label, JsonValue)>>(
+    fn extend_node_property<I: IntoIterator<Item = (Id, JsonValue)>>(
         &mut self,
         props: I,
     ) -> Result<(), PropertyError>;
-    fn extend_edge_property<I: IntoIterator<Item = ((Id, Id), label, direction, JsonValue)>>(
+    fn extend_edge_property<I: IntoIterator<Item = ((Id, Id), JsonValue)>>(
         &mut self,
         props: I,
     ) -> Result<(), PropertyError>;
diff --git a/src/property/tikv_property.rs b/src/property/tikv_property.rs
index 9a5f8077..fbd818f8 100644
--- a/src/property/tikv_property.rs
+++ b/src/property/tikv_property.rs
@@ -27,6 +27,8 @@ use serde::de::DeserializeOwned;
 use serde::Serialize;
 use serde_cbor::{from_slice, to_vec};
 use serde_json::to_value;
+
+
 use tikv_client::{raw::Client, Config, KvPair, ColumnFamily};
 
 use crate::generic::{IdType, Iter};
@@ -34,7 +36,7 @@ use crate::itertools::Itertools;
 use crate::property::{PropertyError, PropertyGraph, ExtendTikvEdgeTrait, ExtendTikvNodeTrait};
 use futures::executor::block_on;
 use tokio::runtime::Runtime;
-use property::{ExtendTikvEdgeTrait, ExtendTikvNodeTrait};
+//use property::{ExtendTikvEdgeTrait, ExtendTikvNodeTrait};
 use std::hash::Hash;
 use std::future::Future;
 use futures::future::Either;
@@ -464,20 +466,21 @@ impl<Id: IdType + Serialize + DeserializeOwned> PropertyGraph<Id> for TikvProper
     }
 }
 
-//12.07
-impl <Id: IdType, EL: Hash + Eq>ExtendTikvEdgeTrait<Id,EL> for TikvProperty {
-    fn insert_labeled_edge_property(&mut self, src: Id, dst: Id, label: EL, direction: bool, prop: _) -> Result<Option<_>, PropertyError> {
+
+impl <Id: IdType + Serialize + DeserializeOwned, EL: Hash + Eq + Serialize + DeserializeOwned>ExtendTikvEdgeTrait<Id,EL> for TikvProperty {
+    fn insert_labeled_edge_property(&mut self, src: Id, dst: Id, label: EL, direction: bool, prop: JsonValue) -> Result<Option<JsonValue>, PropertyError> {
         let names_bytes = to_vec(&prop)?;
-        self.insert_labeled_edge_raw(src, dst, label, direction,names_bytes)//to be modified
+        self.insert_labeled_edge_raw(src, dst, label, direction,names_bytes)
     }
 
-    fn get_labeled_edge_property(&self, src: Id, dst: Id, label: EL, direction: bool, names: Vec<String>) -> Result<Option<_>, PropertyError> {
-        //self.swap_edge(&mut src, &mut dst);
-        let id_bytes = bincode::serialize(&(src, dst, label, direction))?;
-        self.get_property(id_bytes, names, false)//to be modified
-    }
+//    fn get_labeled_edge_property(&self, src: Id, dst: Id, label: EL, direction: bool, names: Vec<String>) -> Result<Option<JsonValue>, PropertyError> {
+//        //self.swap_edge(&mut src, &mut dst);
+//        let id_bytes = bincode::serialize(&(src, dst, label, direction))?;
+//        self.get_property(id_bytes, names, false)
+//    }
 
-    fn insert_labeled_edge_raw(&mut self, src: Id, dst: Id, label: EL, direction: bool, prop: Vec<u8>) -> Result<Option<_>, PropertyError> {
+    fn insert_labeled_edge_raw(&mut self, src: Id, dst: Id, label: EL, direction: bool, prop: Vec<u8>) -> Result<Option<JsonValue>, PropertyError>
+    {
         if self.read_only {
             return Err(PropertyError::ModifyReadOnlyError);
         }
@@ -493,7 +496,6 @@ impl <Id: IdType, EL: Hash + Eq>ExtendTikvEdgeTrait<Id,EL> for TikvProperty {
 
         let client = self.edge_client.clone();
         block_on(async {
-//            client.get()//prefix scan
             client
                 .put(id_bytes, prop)
                 .await
@@ -504,19 +506,19 @@ impl <Id: IdType, EL: Hash + Eq>ExtendTikvEdgeTrait<Id,EL> for TikvProperty {
     }
 }
 
-//12.07
-impl <Id: IdType, EL: Hash + Eq>ExtendTikvNodeTrait<Id,EL> for TikvProperty {
-    fn insert_labeled_node_property(&mut self, id: Id, label: EL, prop: _) -> Result<Option<_>, PropertyError> {
-        let names_bytes = to_vec(&prop)?;
-        self.insert_labeled_node_raw(id, label, names_bytes)//to be continue
-    }
 
-    fn get_labeled_node_property(&self, id: Id, label: EL, names: Vec<String>) -> Result<Option<_>, PropertyError> {
-        let id_bytes = bincode::serialize(&(id, label))?;
-        self.get_property(id_bytes, names, true)
+impl <Id: IdType + Serialize + DeserializeOwned, EL: Hash + Eq + Serialize + DeserializeOwned>ExtendTikvNodeTrait<Id,EL> for TikvProperty {
+    fn insert_labeled_node_property(&mut self, id: Id, label: EL, prop: JsonValue) -> Result<Option<JsonValue>, PropertyError> {
+        let names_bytes = to_vec(&prop).unwrap();
+        self.insert_labeled_node_raw(id, label, names_bytes)
     }
 
-    fn insert_labeled_node_raw(&mut self, id: Id, label: EL, prop: Vec<u8>) -> Result<Option<_>, PropertyError> {
+//    fn get_labeled_node_property(&self, id: Id, label: EL, names: Vec<String>) -> Result<Option<JsonValue>, PropertyError> {
+//        let id_bytes = bincode::serialize(&(id, label))?;
+//        self.get_property(id_bytes, names, true)
+//    }
+
+    fn insert_labeled_node_raw(&mut self, id: Id, label: EL, prop: Vec<u8>) -> Result<Option<JsonValue>, PropertyError> {
         if self.read_only {
             return Err(PropertyError::ModifyReadOnlyError);
         }
@@ -553,8 +555,8 @@ mod test {
     const NODE_PD_SERVER_ADDR: &str = "59.78.194.63:2379";
     const EDGE_PD_SERVER_ADDR: &str = "59.78.194.63:2379";
 
-    #[test]//12.23
-    fn test_insert_labeled_node_raw() {
+    #[test]
+    fn test_insert_labeled_raw_node() {
         let mut graph = TikvProperty::new(
             Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
             Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
@@ -562,31 +564,69 @@ mod test {
         )
             .unwrap();
 
-        let new_prop = json!({"name":"jack"});
+        let new_prop = json!({"name":"kat"});
         let raw_prop = to_vec(&new_prop).unwrap();
 
-        graph.insert_labeled_node_raw(0u32, "test_node",raw_prop).unwrap();
-        //let node_label = graph.get_node_property_all(0u32).unwrap();
+        graph.insert_labeled_node_raw(6u32,1, raw_prop).unwrap();
+        let key = bincode::serialize(&(6u32, 1)).unwrap();
+        let node_property = graph.get_property_all(key,true).unwrap();
 
-        assert_eq!(Some(json!({"test_node"})), node_label);
+        assert_eq!(Some(json!({"name":"kat"})), node_property);
     }
 
     #[test]
-    fn test_insert_raw_node() {
+    fn test_insert_labeled_raw_edge() {
         let mut graph = TikvProperty::new(
             Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
             Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
             false,
         )
-        .unwrap();
+            .unwrap();
 
-        let new_prop = json!({"name":"jack"});
+        let new_prop = json!({"name":"jackson"});
         let raw_prop = to_vec(&new_prop).unwrap();
 
-        graph.insert_node_raw(0u32, raw_prop).unwrap();
-        let node_property = graph.get_node_property_all(0u32).unwrap();
+        graph.insert_labeled_edge_raw(4u32,9u32, 1,true, raw_prop).unwrap();
+        let key = bincode::serialize(&(4u32, 9u32, 1, true)).unwrap();
+        let node_property = graph.get_property_all(key, false).unwrap();
 
-        assert_eq!(Some(json!({"name":"jack"})), node_property);
+        assert_eq!(Some(json!({"name":"jackson"})), node_property);
+    }
+
+    #[test]
+    fn test_insert_property_labeled_node() {
+        let mut graph = TikvProperty::new(
+            Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+            Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+            false,
+        )
+            .unwrap();
+
+        let new_prop = json!({"name":"jackson"});
+
+        graph.insert_labeled_node_property(8u32, 4, new_prop).unwrap();
+        let key = bincode::serialize(&(8u32, 4)).unwrap();
+        let node_property = graph.get_property_all(key, true).unwrap();
+
+        assert_eq!(Some(json!({"name":"jackson"})), node_property);
+    }
+
+    #[test]
+    fn test_insert_property_labeled_edge() {
+        let mut graph = TikvProperty::new(
+            Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+            Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+            false,
+        )
+            .unwrap();
+
+        let new_prop = json!({"length":"15"});
+
+        graph.insert_labeled_edge_property(5u32, 6u32, 3, true, new_prop).unwrap();
+        let key = bincode::serialize(&(5u32, 6u32, 3, true)).unwrap();
+        let edge_property = graph.get_property_all(key, false).unwrap();
+
+        assert_eq!(Some(json!({"length":"15"})), edge_property);
     }
 
     #[test]
@@ -596,7 +636,7 @@ mod test {
             Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
             false,
         )
-        .unwrap();
+            .unwrap();
 
         let new_prop = json!({"length":"15"});
         let raw_prop = to_vec(&new_prop).unwrap();
@@ -607,6 +647,25 @@ mod test {
         assert_eq!(Some(json!({"length":"15"})), node_property);
     }
 
+
+    #[test]
+    fn test_insert_raw_node() {
+        let mut graph = TikvProperty::new(
+            Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+            Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+            false,
+        )
+        .unwrap();
+
+        let new_prop = json!({"length":"15"});
+        let raw_prop = to_vec(&new_prop).unwrap();
+
+        graph.insert_node_raw(0u32, raw_prop).unwrap();
+        let node_property = graph.get_node_property_all(0u32).unwrap();
+
+        assert_eq!(Some(json!({"length":"15"})), node_property);
+    }
+
     #[test]
     fn test_insert_property_node() {
         let mut graph = TikvProperty::new(
@@ -865,7 +924,7 @@ mod test {
 
 
         //12.07
-        graph.insert_labeled_edge_property(1u32,2u32,"str",true,json!({"length": "9"});
+//        graph.insert_labeled_edge_property(1u32,2u32,"str",true,json!({"length": "9"}));
 
         graph
             .insert_edge_property(1u32, 2u32, json!({"length": "10"}))
@@ -884,78 +943,79 @@ mod test {
 }
 
 
-pub trait PrefixScan<Id: IdType, EL: Hash + Eq> {
-    fn prefix_scan(&self, id_bytes: Vec<u8>) -> impl Future<Output = Result<Vec<_>>>;
-}
-
-impl <Id: IdType, EL: Hash + Eq>PrefixScan for Client {
-    fn prefix_scan(&self, id_bytes: Vec<u8>) -> impl Future<Output = Result<Vec<_>>> {
-        let src_id: (Id, EL) = bincode::deserialize(id_bytes.into())?;
-
-        let client = self.edge_client.clone();
-        let result: Vec<KvPair> = client.scan("".to_owned().., 2).await.unwrap();
-
-        let edges: Vec<_> = Iter::new(Box::new(result.into_iter().map(|pair| {
-            let (id_bytes, value_bytes) = (pair.key(), pair.value());
-            let edges: (Id, Id, EL, bool) = bincode::deserialize(id_bytes.into())?;
-            Ok(edges)
-        })));
-
-        let neighbors = edges.into_iter().map(|edge| edge[1]).collect();
-
-        for edge in edges match src_id[0] == edge[1] {
-            //match the src
-            //Ok(edge_src_id) => {}
-            Ok(src_id) => neignbors.push(edge_src_ids[1]),
-            Err(_0) => {}
-            _ => {}
-        };
-
-        neighbors
-
-//        block_on(async {
-//            let result: Vec<KvPair> = client.scan("".to_owned().., 2).await.unwrap();
+//pub trait PrefixScan<Id: IdType, EL: Hash + Eq> {
+//    fn prefix_scan(&self, id_bytes: Vec<u8>) -> impl Future<Output = Result<Vec<_>>>;
+//}
 //
-//            Iter::new(Box::new(result.into_iter().map(|pair| {
-//                let (id_bytes, value_bytes) = (pair.key(), pair.value());
-//                let id: (Id, Id) = bincode::deserialize(id_bytes.into())?;
-//                let value_parsed: JsonValue = from_slice(value_bytes.into())?;
+//impl <Id: IdType, EL: Hash + Eq>PrefixScan for Client {
+//    fn prefix_scan(&self, id_bytes: Vec<u8>) -> impl Future<Output = Result<Vec<_>>> {
+//        let src_id: (Id, EL) = bincode::deserialize(id_bytes.into())?;
 //
-//                Ok((id, value_parsed))
-//            })))
-//        })
-
-//        if limit > MAX_RAW_KV_SCAN_LIMIT {
-//            Either::Right(future::err(Error::max_scan_limit_exceeded(
-//                limit,
-//                MAX_RAW_KV_SCAN_LIMIT,
-//            )))
-//        } else {
-//            Either::Left(
-//                new_raw_prefix_scan_request(id_bytes, self.cf.clone())
-//                    .execute(self.rpc.clone()),
-//            )
-//        }
-    }
-}
+//        let client = self.edge_client.qwclone();
+//        let result: Vec<KvPair> = client.scan("".to_owned().., 2).await.unwrap();
+//
+//        let edges: Vec<_> = Iter::new(Box::new(result.into_iter().map(|pair| {
+//            let (id_bytes, value_bytes) = (pair.key(), pair.value());
+//            let edges: (Id, Id, EL, bool) = bincode::deserialize(id_bytes.into())?;
+//            Ok(edges)
+//        })));
+//
+//        let neighbors = edges.into_iter().map(|edge| edge[1]).collect();
+//
+//        for edge in edges match src_id[0] == edge[1] {
+//            //match the src
+//            //Ok(edge_src_id) => {}
+//            Ok(src_id) => neignbors.push(edge_src_ids[1]),
+//            Err(_0) => {}
+//            _ => {}
+//        };
+//
+//        neighbors
+//    }
+//}
+//block_on(async {
+//let result: Vec<KvPair> = client.scan("".to_owned().., 2).await.unwrap();
+//
+//Iter::new(Box::new(result.into_iter().map(|pair| {
+//let (id_bytes, value_bytes) = (pair.key(), pair.value());
+//let id: (Id, Id) = bincode::deserialize(id_bytes.into())?;
+//let value_parsed: JsonValue = from_slice(value_bytes.into())?;
+//
+//Ok((id, value_parsed))
+//})))
+//});
+//
+//if limit > MAX_RAW_KV_SCAN_LIMIT {
+//Either::Right(future::err(Error::max_scan_limit_exceeded(
+//limit,
+//MAX_RAW_KV_SCAN_LIMIT,
+//)))
+//} else {
+//Either::Left(
+//new_raw_prefix_scan_request(id_bytes, self.cf.clone())
+//.execute(self.rpc.clone()),
+//)
+//}
+
+//pub fn new_raw_prefix_scan_request(
+//    prefix: Vec<u8>,
+//    //limit: u32,
+//    //key_only: bool,
+//    cf: Option<ColumnFamily>,
+//) -> kvrpcpb::RawScanRequest {
+//    let limit = bincode::SizeLimit::Bounded(20);
+//    let decoded: decoded_keys = bincode::deserialize(&id_bytes[..]).unwrap();
+//
+//    //let (start_key, end_key) = range.into().into_keys();
+//
+//    let mut req = kvrpcpb::RawScanRequest::default();
+//    req.set_start_key(start_key.into());
+//    req.set_end_key(end_key.unwrap_or_default().into());
+//    req.set_limit(limit);
+//    //req.set_key_only(key_only);
+//    req.maybe_set_cf(cf);
+//
+//    req
+//}
+
 
-pub fn new_raw_prefix_scan_request(
-    prefix: Vec<u8>,
-    //limit: u32,
-    //key_only: bool,
-    cf: Option<ColumnFamily>,
-) -> kvrpcpb::RawScanRequest {
-    let limit = bincode::SizeLimit::Bounded(20);
-    let decoded: decoded_keys = bincode::deserialize(&id_bytes[..]).unwrap();
-
-    //let (start_key, end_key) = range.into().into_keys();
-
-    let mut req = kvrpcpb::RawScanRequest::default();
-    req.set_start_key(start_key.into());
-    req.set_end_key(end_key.unwrap_or_default().into());
-    req.set_limit(limit);
-    //req.set_key_only(key_only);
-    req.maybe_set_cf(cf);
-
-    req
-}

From be8b8c83890cfd876fcbfa53460e7e9b490b8393 Mon Sep 17 00:00:00 2001
From: Katherine2013 <18604273487@qq.com>
Date: Thu, 5 Mar 2020 20:03:13 +0800
Subject: [PATCH 384/391] for debug only

---
 Cargo.toml                    |   3 +-
 src/map/set_map.rs            |  24 ++--
 src/property/mod.rs           |  10 +-
 src/property/tikv_property.rs | 262 +++++++++++++++++++++++++++++-----
 4 files changed, 245 insertions(+), 54 deletions(-)

diff --git a/Cargo.toml b/Cargo.toml
index ab3008c0..ecfcf204 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -51,4 +51,5 @@ tempdir = "0.3.7"
 #hdfs = {}
 
 [build-dependencies]
-protoc-rust = "2.0"
\ No newline at end of file
+protoc-rust = "2.0"
+
diff --git a/src/map/set_map.rs b/src/map/set_map.rs
index e9a8a218..ee8f6530 100644
--- a/src/map/set_map.rs
+++ b/src/map/set_map.rs
@@ -178,15 +178,15 @@ impl<'a, L: Hash + Eq + Clone> From<&'a VecMap<L>> for SetMap<L> {
     }
 }
 
-#[macro_export]
-macro_rules! setmap {
-    ( $( $x:expr ),* ) => {
-        {
-            let mut temp_map = SetMap::new();
-            $(
-                temp_map.add_item($x);
-            )*
-            temp_map
-        }
-    };
-}
+//#[macro_export]
+//macro_rules! setmap {
+//    ( $( $x:expr ),* ) => {
+//        {
+//            let mut temp_map = SetMap::new();
+//            $(
+//                temp_map.add_item($x);
+//            )*
+//            temp_map
+//        }
+//    };
+//}
diff --git a/src/property/mod.rs b/src/property/mod.rs
index 2a748975..9c1d4258 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -37,12 +37,13 @@ use serde::de::DeserializeOwned;
 use serde::Serialize;
 
 
-pub trait ExtendTikvEdgeTrait<Id: IdType + Serialize + DeserializeOwned, EL: Hash + Eq + Serialize + DeserializeOwned>:PropertyGraph<Id> {
+pub trait ExtendTikvEdgeTrait<Id: IdType + Serialize + DeserializeOwned, EL: Hash + Eq + Serialize + DeserializeOwned, LabelId: IdType = Id>:PropertyGraph<Id> {
     fn insert_labeled_edge_property(
         &mut self,
         src: Id,
         dst: Id,
-        label:EL,
+//        label:EL,
+        label: LabelId,
         direction:bool,
         prop: JsonValue,
     ) -> Result<Option<JsonValue>, PropertyError>;
@@ -67,11 +68,12 @@ pub trait ExtendTikvEdgeTrait<Id: IdType + Serialize + DeserializeOwned, EL: Has
 
 }
 
-pub trait ExtendTikvNodeTrait<Id: IdType + Serialize + DeserializeOwned, EL: Hash + Eq + Serialize + DeserializeOwned>:PropertyGraph<Id>{
+pub trait ExtendTikvNodeTrait<Id: IdType + Serialize + DeserializeOwned, EL: Hash + Eq + Serialize + DeserializeOwned, LabelId: IdType = Id>:PropertyGraph<Id>{
     fn insert_labeled_node_property(
         &mut self,
         id: Id,
-        label: EL,
+//        label: EL,
+        label: LabelId,
         prop: JsonValue,
     ) -> Result<Option<JsonValue>, PropertyError>;
 
diff --git a/src/property/tikv_property.rs b/src/property/tikv_property.rs
index fbd818f8..fce7eeb1 100644
--- a/src/property/tikv_property.rs
+++ b/src/property/tikv_property.rs
@@ -29,7 +29,7 @@ use serde_cbor::{from_slice, to_vec};
 use serde_json::to_value;
 
 
-use tikv_client::{raw::Client, Config, KvPair, ColumnFamily};
+use tikv_client::{raw::Client, Config, KvPair, ColumnFamily, ToOwnedRange, RawClient};
 
 use crate::generic::{IdType, Iter};
 use crate::itertools::Itertools;
@@ -37,10 +37,21 @@ use crate::property::{PropertyError, PropertyGraph, ExtendTikvEdgeTrait, ExtendT
 use futures::executor::block_on;
 use tokio::runtime::Runtime;
 //use property::{ExtendTikvEdgeTrait, ExtendTikvNodeTrait};
-use std::hash::Hash;
+use std::hash::{Hash, Hasher};
 use std::future::Future;
 use futures::future::Either;
 use futures::StreamExt;
+use futures::prelude::*;
+
+
+use std::iter::FromIterator;
+use fxhash::FxBuildHasher;
+use indexmap::IndexSet;
+
+use crate::generic::{MapTrait, MutMapTrait};
+//use crate::io::{Deserialize, Serialize};
+use crate::io::{Deserialize};
+use crate::map::VecMap;
 
 const MAX_RAW_KV_SCAN_LIMIT: u32 = 10240;
 
@@ -467,10 +478,13 @@ impl<Id: IdType + Serialize + DeserializeOwned> PropertyGraph<Id> for TikvProper
 }
 
 
-impl <Id: IdType + Serialize + DeserializeOwned, EL: Hash + Eq + Serialize + DeserializeOwned>ExtendTikvEdgeTrait<Id,EL> for TikvProperty {
+impl <Id: IdType + Serialize + DeserializeOwned, EL: Hash + Eq + Serialize + DeserializeOwned, LabelId>ExtendTikvEdgeTrait<Id,EL,LabelId> for TikvProperty {
     fn insert_labeled_edge_property(&mut self, src: Id, dst: Id, label: EL, direction: bool, prop: JsonValue) -> Result<Option<JsonValue>, PropertyError> {
         let names_bytes = to_vec(&prop)?;
-        self.insert_labeled_edge_raw(src, dst, label, direction,names_bytes)
+
+        let mut map = TikvSetMap::new();
+        let label_id = label.map(|x| LabelId::new(self.edge_label_map.add_item(x)));
+        self.insert_labeled_edge_raw(src, dst, label_id, direction,names_bytes)
     }
 
 //    fn get_labeled_edge_property(&self, src: Id, dst: Id, label: EL, direction: bool, names: Vec<String>) -> Result<Option<JsonValue>, PropertyError> {
@@ -490,7 +504,10 @@ impl <Id: IdType + Serialize + DeserializeOwned, EL: Hash + Eq + Serialize + Des
         self.is_directed = true;
         //self.insert_labeled_edge_raw(src, dst, label, direction, prop);
 
-        let id_bytes = bincode::serialize(&(src, dst, label, direction))?;
+        let mut map = TikvSetMap::new();
+        let label_id = label.map(|x| LabelId::new(self.edge_label_map.add_item(x)));
+
+        let id_bytes = bincode::serialize(&(src, dst, label_id, direction))?;
 
         let value = self.get_edge_property_all(src, dst)?;
 
@@ -507,10 +524,13 @@ impl <Id: IdType + Serialize + DeserializeOwned, EL: Hash + Eq + Serialize + Des
 }
 
 
-impl <Id: IdType + Serialize + DeserializeOwned, EL: Hash + Eq + Serialize + DeserializeOwned>ExtendTikvNodeTrait<Id,EL> for TikvProperty {
+impl <Id: IdType + Serialize + DeserializeOwned, EL: Hash + Eq + Serialize + DeserializeOwned, LabelId>ExtendTikvNodeTrait<Id,EL,LabelId> for TikvProperty {
     fn insert_labeled_node_property(&mut self, id: Id, label: EL, prop: JsonValue) -> Result<Option<JsonValue>, PropertyError> {
         let names_bytes = to_vec(&prop).unwrap();
-        self.insert_labeled_node_raw(id, label, names_bytes)
+
+        let mut map = TikvSetMap::new();
+        let label_id = label.map(|x| LabelId::new(self.edge_label_map.add_item(x)));
+        self.insert_labeled_node_raw(id, label_id, names_bytes)
     }
 
 //    fn get_labeled_node_property(&self, id: Id, label: EL, names: Vec<String>) -> Result<Option<JsonValue>, PropertyError> {
@@ -522,8 +542,10 @@ impl <Id: IdType + Serialize + DeserializeOwned, EL: Hash + Eq + Serialize + Des
         if self.read_only {
             return Err(PropertyError::ModifyReadOnlyError);
         }
+        let mut map = TikvSetMap::new();
+        let label_id = label.map(|x| LabelId::new(self.edge_label_map.add_item(x)));
 
-        let id_bytes = bincode::serialize(&(id, label))?;
+        let id_bytes = bincode::serialize(&(id, label_id))?;
         let value = self.get_node_property_all(id)?;
 
         let client = self.node_client.clone();
@@ -923,9 +945,6 @@ mod test {
             .unwrap();
 
 
-        //12.07
-//        graph.insert_labeled_edge_property(1u32,2u32,"str",true,json!({"length": "9"}));
-
         graph
             .insert_edge_property(1u32, 2u32, json!({"length": "10"}))
             .unwrap();
@@ -942,11 +961,199 @@ mod test {
     }
 }
 
+pub trait PrefixScan<Id: IdType, EL: Hash + Eq, LabelId: IdType = Id> {
+    fn find_neighbors(&self, s_id: Vec<u8>) -> impl Future<Output = Result<Vec<KvPair>>>;
+}
+
+impl <Id: IdType, EL: Hash + Eq, LabelId>PrefixScan for Client {
+    fn find_neighbors(&self, s_id: Vec<u8>) -> impl Future<Output = Result<Vec<KvPair>>>
+    {
+        // encode range boundary
+        //let inclusive_range = "TiKV"..="TiDB";
+        let direction = false; // TODO what if directed edges search?
+        let left = bincode::serialize(&(s_id, IdType::new(0), direction, IdType::new(0))).unwrap();
+        let right = bincode::serialize(&(s_id, IdType::max_value(), direction, IdType::max_value())).unwrap();
+
+        futures::executor::block_on(async {
+            let client = RawClient::new(Config::default()).unwrap();
+            let inclusive_range = left..=right;
+            let req = client.scan(inclusive_range.to_owned(), 2);
+            let results: Vec<KvPair> = req.await.unwrap();
+
+            let mut edges: Vec<u8> = Vec::new();
+            for result in results {
+                edges.push(u8::from(result.value()));
+            }
+            // TODO take the last few bits of every edge
+            // TODO deserialize -> t_ids
+            // t_ids
+        })
+    }
+}
+
+type FxIndexSet<V> = IndexSet<V, FxBuildHasher>;
+/// More efficient but less compact.
+/// SetMap for Tikv
+#[derive(Debug, PartialEq, Eq, Clone, Serialize, Deserialize)]
+pub struct TikvSetMap<L: Hash + Eq> {
+    labels: FxIndexSet<L>,
+}
+
+impl<L: Hash + Eq> Serialize for TikvSetMap<L> where L: serde::Serialize {}
+
+impl<L: Hash + Eq> Deserialize for TikvSetMap<L> where L: for<'de> serde::Deserialize<'de> {}
+
+impl<L: Hash + Eq> TikvSetMap<L> {
+    pub fn new() -> Self {
+        TikvSetMap {
+            labels: FxIndexSet::default(),
+        }
+    }
+
+    pub fn with_capacity(capacity: usize) -> Self {
+        TikvSetMap {
+            labels: IndexSet::with_capacity_and_hasher(capacity, FxBuildHasher::default()),
+        }
+    }
+
+    pub fn from_vec(vec: Vec<L>) -> Self {
+        TikvSetMap {
+            labels: vec.into_iter().collect(),
+        }
+    }
+
+    pub fn clear(&mut self) {
+        self.labels.clear();
+    }
+}
+
+impl<L: Hash + Eq> Default for TikvSetMap<L> {
+    fn default() -> Self {
+        TikvSetMap::new()
+    }
+}
+
+impl<L: Hash + Eq> MapTrait<L> for TikvSetMap<L> {
+    /// *O(1)*
+    #[inline]
+    fn get_item(&self, id: usize) -> Option<&L> {
+        self.labels.get_index(id)
+    }
+
+    /// *O(1)*
+    #[inline]
+    fn find_index(&self, item: &L) -> Option<usize> {
+        match self.labels.get_full(item) {
+            Some((i, _)) => Some(i),
+            None => None,
+        }
+    }
+
+    /// *O(1)*
+    #[inline]
+    fn contains(&self, item: &L) -> bool {
+        self.labels.contains(item)
+    }
+
+    #[inline]
+    fn items<'a>(&'a self) -> Iter<'a, &L> {
+        Iter::new(Box::new(self.labels.iter()))
+    }
+
+    #[inline]
+    fn items_vec(self) -> Vec<L> {
+        self.labels.into_iter().collect()
+    }
 
-//pub trait PrefixScan<Id: IdType, EL: Hash + Eq> {
-//    fn prefix_scan(&self, id_bytes: Vec<u8>) -> impl Future<Output = Result<Vec<_>>>;
+    /// *O(1)*
+    #[inline]
+    fn len(&self) -> usize {
+        self.labels.len()
+    }
+}
+
+impl<L: Hash + Eq> MutMapTrait<L> for TikvSetMap<L> {
+    /// *O(1)*
+    #[inline]
+    fn add_item(&mut self, item: L) -> usize {
+        if self.labels.contains(&item) {
+            self.labels.get_full(&item).unwrap().0 //returns index and value
+        } else {
+            self.labels.insert(item);
+
+            self.len() - 1
+        }
+    }
+
+    /// *O(1)*
+    #[inline]
+    fn pop_item(&mut self) -> Option<L> {
+        self.labels.pop()
+    }
+}
+
+impl<L: Hash + Eq> Hash for TikvSetMap<L> {
+    fn hash<H: Hasher>(&self, state: &mut H) {
+        for l in self.items() {
+            l.hash(state);
+        }
+    }
+}
+
+impl<L: Hash + Eq> FromIterator<L> for TikvSetMap<L> {
+    fn from_iter<T: IntoIterator<Item = L>>(iter: T) -> Self {
+        let mut map = TikvSetMap::new();
+
+        for i in iter {
+            map.add_item(i);
+        }
+
+        map
+    }
+}
+
+impl<L: Hash + Eq> From<Vec<L>> for TikvSetMap<L> {
+    fn from(vec: Vec<L>) -> Self {
+        TikvSetMap::from_vec(vec)
+    }
+}
+
+impl<'a, L: Hash + Eq + Clone> From<&'a Vec<L>> for TikvSetMap<L> {
+    fn from(vec: &'a Vec<L>) -> Self {
+        TikvSetMap::from_vec(vec.clone())
+    }
+}
+
+impl<L: Hash + Eq> From<VecMap<L>> for TikvSetMap<L> {
+    fn from(vec_map: VecMap<L>) -> Self {
+        let data = vec_map.items_vec();
+
+        TikvSetMap::from_vec(data)
+    }
+}
+
+impl<'a, L: Hash + Eq + Clone> From<&'a VecMap<L>> for TikvSetMap<L> {
+    fn from(vec_map: &'a VecMap<L>) -> Self {
+        let data = vec_map.clone().items_vec();
+
+        TikvSetMap::from_vec(data)
+    }
+}
+
+
+//#[macro_export]
+//macro_rules! setmap {
+//    ( $( $x:expr ),* ) => {
+//        {
+//            let mut temp_map = TikvSetMap::new();
+//            $(
+//                temp_map.add_item($x);
+//            )*
+//            temp_map
+//        }
+//    };
 //}
-//
+
 //impl <Id: IdType, EL: Hash + Eq>PrefixScan for Client {
 //    fn prefix_scan(&self, id_bytes: Vec<u8>) -> impl Future<Output = Result<Vec<_>>> {
 //        let src_id: (Id, EL) = bincode::deserialize(id_bytes.into())?;
@@ -973,29 +1180,10 @@ mod test {
 //        neighbors
 //    }
 //}
-//block_on(async {
-//let result: Vec<KvPair> = client.scan("".to_owned().., 2).await.unwrap();
-//
-//Iter::new(Box::new(result.into_iter().map(|pair| {
-//let (id_bytes, value_bytes) = (pair.key(), pair.value());
-//let id: (Id, Id) = bincode::deserialize(id_bytes.into())?;
-//let value_parsed: JsonValue = from_slice(value_bytes.into())?;
-//
-//Ok((id, value_parsed))
-//})))
-//});
-//
-//if limit > MAX_RAW_KV_SCAN_LIMIT {
-//Either::Right(future::err(Error::max_scan_limit_exceeded(
-//limit,
-//MAX_RAW_KV_SCAN_LIMIT,
-//)))
-//} else {
-//Either::Left(
-//new_raw_prefix_scan_request(id_bytes, self.cf.clone())
-//.execute(self.rpc.clone()),
-//)
-//}
+
+
+
+
 
 //pub fn new_raw_prefix_scan_request(
 //    prefix: Vec<u8>,

From 82633292d2b2e3a50d67b2697b30e74908e0f93c Mon Sep 17 00:00:00 2001
From: Michael Chen <920901835@qq.com>
Date: Fri, 6 Mar 2020 11:46:19 +0800
Subject: [PATCH 385/391] fix:setmap

---
 src/property/mod.rs           |  59 ++--
 src/property/tikv_property.rs | 541 ++++++++++++++++++----------------
 2 files changed, 324 insertions(+), 276 deletions(-)

diff --git a/src/property/mod.rs b/src/property/mod.rs
index 9c1d4258..8408eadc 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -31,58 +31,62 @@ pub use crate::property::rocks_property::RocksProperty;
 
 use crate::generic::IdType;
 pub use crate::generic::Iter;
-use serde_json::Value as JsonValue;
-use std::hash::Hash;
 use serde::de::DeserializeOwned;
 use serde::Serialize;
+use serde_json::Value as JsonValue;
+use std::hash::Hash;
 
-
-pub trait ExtendTikvEdgeTrait<Id: IdType + Serialize + DeserializeOwned, EL: Hash + Eq + Serialize + DeserializeOwned, LabelId: IdType = Id>:PropertyGraph<Id> {
+pub trait ExtendTikvEdgeTrait<
+    Id: IdType + Serialize + DeserializeOwned,
+    EL: Hash + Eq + Serialize + DeserializeOwned,
+>: PropertyGraph<Id>
+{
     fn insert_labeled_edge_property(
         &mut self,
         src: Id,
         dst: Id,
-//        label:EL,
-        label: LabelId,
-        direction:bool,
+        label: EL,
+        direction: bool,
         prop: JsonValue,
     ) -> Result<Option<JsonValue>, PropertyError>;
 
-//    fn get_labeled_edge_property(
-//        &self,
-//        src: Id,
-//        dst: Id,
-//        label:EL,
-//        direction:bool,
-//        names: Vec<String>,
-//    ) -> Result<Option<JsonValue>, PropertyError>;
+    //    fn get_labeled_edge_property(
+    //        &self,
+    //        src: Id,
+    //        dst: Id,
+    //        label:EL,
+    //        direction:bool,
+    //        names: Vec<String>,
+    //    ) -> Result<Option<JsonValue>, PropertyError>;
 
     fn insert_labeled_edge_raw(
         &mut self,
         src: Id,
         dst: Id,
-        label:EL,
-        direction:bool,
+        label: EL,
+        direction: bool,
         prop: Vec<u8>,
     ) -> Result<Option<JsonValue>, PropertyError>;
-
 }
 
-pub trait ExtendTikvNodeTrait<Id: IdType + Serialize + DeserializeOwned, EL: Hash + Eq + Serialize + DeserializeOwned, LabelId: IdType = Id>:PropertyGraph<Id>{
+pub trait ExtendTikvNodeTrait<
+    Id: IdType + Serialize + DeserializeOwned,
+    EL: Hash + Eq + Serialize + DeserializeOwned,
+>: PropertyGraph<Id>
+{
     fn insert_labeled_node_property(
         &mut self,
         id: Id,
-//        label: EL,
-        label: LabelId,
+        label: EL,
         prop: JsonValue,
     ) -> Result<Option<JsonValue>, PropertyError>;
 
-//    fn get_labeled_node_property(
-//        &self,
-//        id: Id,
-//        label: EL,
-//        names: Vec<String>,
-//    ) -> Result<Option<JsonValue>, PropertyError>;
+    //    fn get_labeled_node_property(
+    //        &self,
+    //        id: Id,
+    //        label: EL,
+    //        names: Vec<String>,
+    //    ) -> Result<Option<JsonValue>, PropertyError>;
 
     fn insert_labeled_node_raw(
         &mut self,
@@ -90,7 +94,6 @@ pub trait ExtendTikvNodeTrait<Id: IdType + Serialize + DeserializeOwned, EL: Has
         label: EL,
         prop: Vec<u8>,
     ) -> Result<Option<JsonValue>, PropertyError>;
-
 }
 
 pub trait PropertyGraph<Id: IdType> {
diff --git a/src/property/tikv_property.rs b/src/property/tikv_property.rs
index fce7eeb1..e2011a08 100644
--- a/src/property/tikv_property.rs
+++ b/src/property/tikv_property.rs
@@ -28,42 +28,41 @@ use serde::Serialize;
 use serde_cbor::{from_slice, to_vec};
 use serde_json::to_value;
 
-
-use tikv_client::{raw::Client, Config, KvPair, ColumnFamily, ToOwnedRange, RawClient};
+use tikv_client::{raw::Client, ColumnFamily, Config, Error, KvPair, RawClient, ToOwnedRange};
 
 use crate::generic::{IdType, Iter};
 use crate::itertools::Itertools;
-use crate::property::{PropertyError, PropertyGraph, ExtendTikvEdgeTrait, ExtendTikvNodeTrait};
+use crate::property::{ExtendTikvEdgeTrait, ExtendTikvNodeTrait, PropertyError, PropertyGraph};
 use futures::executor::block_on;
 use tokio::runtime::Runtime;
 //use property::{ExtendTikvEdgeTrait, ExtendTikvNodeTrait};
-use std::hash::{Hash, Hasher};
-use std::future::Future;
 use futures::future::Either;
-use futures::StreamExt;
 use futures::prelude::*;
+use futures::StreamExt;
+use std::future::Future;
+use std::hash::{Hash, Hasher};
 
-
-use std::iter::FromIterator;
 use fxhash::FxBuildHasher;
 use indexmap::IndexSet;
+use std::iter::FromIterator;
 
 use crate::generic::{MapTrait, MutMapTrait};
 //use crate::io::{Deserialize, Serialize};
-use crate::io::{Deserialize};
-use crate::map::VecMap;
+use crate::io::Deserialize;
+use crate::map::{SetMap, VecMap};
 
 const MAX_RAW_KV_SCAN_LIMIT: u32 = 10240;
 
-pub struct TikvProperty {
+pub struct TikvProperty<EL: Hash + Eq + Serialize + DeserializeOwned> {
     node_client: Client,
     edge_client: Client,
     rt: Option<Runtime>,
     is_directed: bool,
     read_only: bool,
+    label_map: SetMap<EL>,
 }
 
-impl TikvProperty {
+impl<EL: Hash + Eq + Serialize + DeserializeOwned> TikvProperty<EL> {
     /// New tikv-client with destroying all kv-pairs first if any
     pub fn new(
         node_property_config: Config,
@@ -97,6 +96,7 @@ impl TikvProperty {
             rt: Some(rt),
             is_directed,
             read_only: false,
+            label_map: SetMap::new(),
         })
     }
 
@@ -117,6 +117,7 @@ impl TikvProperty {
             rt: Some(rt),
             is_directed,
             read_only,
+            label_map: SetMap::new(),
         })
     }
 
@@ -269,7 +270,9 @@ impl TikvProperty {
     }
 }
 
-impl<Id: IdType + Serialize + DeserializeOwned> PropertyGraph<Id> for TikvProperty {
+impl<Id: IdType + Serialize + DeserializeOwned, EL: Hash + Eq + Serialize + DeserializeOwned>
+    PropertyGraph<Id> for TikvProperty<EL>
+{
     #[inline]
     fn get_node_property(
         &self,
@@ -331,7 +334,7 @@ impl<Id: IdType + Serialize + DeserializeOwned> PropertyGraph<Id> for TikvProper
 
     fn extend_node_property<I: IntoIterator<Item = (Id, JsonValue)>>(
         &mut self,
-        props:  I,
+        props: I,
     ) -> Result<(), PropertyError> {
         let props = props.into_iter().map(|x| (x.0, to_vec(&x.1).unwrap()));
         self.extend_node_raw(props)
@@ -477,37 +480,46 @@ impl<Id: IdType + Serialize + DeserializeOwned> PropertyGraph<Id> for TikvProper
     }
 }
 
-
-impl <Id: IdType + Serialize + DeserializeOwned, EL: Hash + Eq + Serialize + DeserializeOwned, LabelId>ExtendTikvEdgeTrait<Id,EL,LabelId> for TikvProperty {
-    fn insert_labeled_edge_property(&mut self, src: Id, dst: Id, label: EL, direction: bool, prop: JsonValue) -> Result<Option<JsonValue>, PropertyError> {
+impl<Id: IdType + Serialize + DeserializeOwned, EL: Hash + Eq + Serialize + DeserializeOwned>
+    ExtendTikvEdgeTrait<Id, EL> for TikvProperty<EL>
+{
+    fn insert_labeled_edge_property(
+        &mut self,
+        src: Id,
+        dst: Id,
+        label: EL,
+        direction: bool,
+        prop: JsonValue,
+    ) -> Result<Option<JsonValue>, PropertyError> {
         let names_bytes = to_vec(&prop)?;
-
-        let mut map = TikvSetMap::new();
-        let label_id = label.map(|x| LabelId::new(self.edge_label_map.add_item(x)));
-        self.insert_labeled_edge_raw(src, dst, label_id, direction,names_bytes)
+        self.insert_labeled_edge_raw(src, dst, label, direction, names_bytes)
     }
 
-//    fn get_labeled_edge_property(&self, src: Id, dst: Id, label: EL, direction: bool, names: Vec<String>) -> Result<Option<JsonValue>, PropertyError> {
-//        //self.swap_edge(&mut src, &mut dst);
-//        let id_bytes = bincode::serialize(&(src, dst, label, direction))?;
-//        self.get_property(id_bytes, names, false)
-//    }
+    //    fn get_labeled_edge_property(&self, src: Id, dst: Id, label: EL, direction: bool, names: Vec<String>) -> Result<Option<JsonValue>, PropertyError> {
+    //        //self.swap_edge(&mut src, &mut dst);
+    //        let id_bytes = bincode::serialize(&(src, dst, label, direction))?;
+    //        self.get_property(id_bytes, names, false)
+    //    }
 
-    fn insert_labeled_edge_raw(&mut self, src: Id, dst: Id, label: EL, direction: bool, prop: Vec<u8>) -> Result<Option<JsonValue>, PropertyError>
-    {
+    fn insert_labeled_edge_raw(
+        &mut self,
+        src: Id,
+        dst: Id,
+        label: EL,
+        direction: bool,
+        prop: Vec<u8>,
+    ) -> Result<Option<JsonValue>, PropertyError> {
         if self.read_only {
             return Err(PropertyError::ModifyReadOnlyError);
         }
 
         //self.swap_edge(&mut src, &mut dst);
 
-        self.is_directed = true;
+        let label_id = self.label_map.add_item(label);
+        //        self.is_directed = true;
         //self.insert_labeled_edge_raw(src, dst, label, direction, prop);
 
-        let mut map = TikvSetMap::new();
-        let label_id = label.map(|x| LabelId::new(self.edge_label_map.add_item(x)));
-
-        let id_bytes = bincode::serialize(&(src, dst, label_id, direction))?;
+        let id_bytes = bincode::serialize(&(src, direction, label_id, dst))?;
 
         let value = self.get_edge_property_all(src, dst)?;
 
@@ -523,28 +535,34 @@ impl <Id: IdType + Serialize + DeserializeOwned, EL: Hash + Eq + Serialize + Des
     }
 }
 
-
-impl <Id: IdType + Serialize + DeserializeOwned, EL: Hash + Eq + Serialize + DeserializeOwned, LabelId>ExtendTikvNodeTrait<Id,EL,LabelId> for TikvProperty {
-    fn insert_labeled_node_property(&mut self, id: Id, label: EL, prop: JsonValue) -> Result<Option<JsonValue>, PropertyError> {
+impl<Id: IdType + Serialize + DeserializeOwned, EL: Hash + Eq + Serialize + DeserializeOwned>
+    ExtendTikvNodeTrait<Id, EL> for TikvProperty<EL>
+{
+    fn insert_labeled_node_property(
+        &mut self,
+        id: Id,
+        label: EL,
+        prop: JsonValue,
+    ) -> Result<Option<JsonValue>, PropertyError> {
         let names_bytes = to_vec(&prop).unwrap();
-
-        let mut map = TikvSetMap::new();
-        let label_id = label.map(|x| LabelId::new(self.edge_label_map.add_item(x)));
-        self.insert_labeled_node_raw(id, label_id, names_bytes)
+        self.insert_labeled_node_raw(id, label, names_bytes)
     }
 
-//    fn get_labeled_node_property(&self, id: Id, label: EL, names: Vec<String>) -> Result<Option<JsonValue>, PropertyError> {
-//        let id_bytes = bincode::serialize(&(id, label))?;
-//        self.get_property(id_bytes, names, true)
-//    }
+    //    fn get_labeled_node_property(&self, id: Id, label: EL, names: Vec<String>) -> Result<Option<JsonValue>, PropertyError> {
+    //        let id_bytes = bincode::serialize(&(id, label))?;
+    //        self.get_property(id_bytes, names, true)
+    //    }
 
-    fn insert_labeled_node_raw(&mut self, id: Id, label: EL, prop: Vec<u8>) -> Result<Option<JsonValue>, PropertyError> {
+    fn insert_labeled_node_raw(
+        &mut self,
+        id: Id,
+        label: EL,
+        prop: Vec<u8>,
+    ) -> Result<Option<JsonValue>, PropertyError> {
         if self.read_only {
             return Err(PropertyError::ModifyReadOnlyError);
         }
-        let mut map = TikvSetMap::new();
-        let label_id = label.map(|x| LabelId::new(self.edge_label_map.add_item(x)));
-
+        let label_id = self.label_map.add_item(label);
         let id_bytes = bincode::serialize(&(id, label_id))?;
         let value = self.get_node_property_all(id)?;
 
@@ -561,7 +579,7 @@ impl <Id: IdType + Serialize + DeserializeOwned, EL: Hash + Eq + Serialize + Des
 }
 
 //Finished all tasks which are still in tokio::Runtime
-impl Drop for TikvProperty {
+impl<EL: Hash + Eq + Serialize + DeserializeOwned> Drop for TikvProperty<EL> {
     fn drop(&mut self) {
         self.rt.take().unwrap().shutdown_on_idle();
     }
@@ -584,14 +602,14 @@ mod test {
             Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
             false,
         )
-            .unwrap();
+        .unwrap();
 
         let new_prop = json!({"name":"kat"});
         let raw_prop = to_vec(&new_prop).unwrap();
 
-        graph.insert_labeled_node_raw(6u32,1, raw_prop).unwrap();
+        graph.insert_labeled_node_raw(6u32, 1, raw_prop).unwrap();
         let key = bincode::serialize(&(6u32, 1)).unwrap();
-        let node_property = graph.get_property_all(key,true).unwrap();
+        let node_property = graph.get_property_all(key, true).unwrap();
 
         assert_eq!(Some(json!({"name":"kat"})), node_property);
     }
@@ -603,12 +621,14 @@ mod test {
             Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
             false,
         )
-            .unwrap();
+        .unwrap();
 
         let new_prop = json!({"name":"jackson"});
         let raw_prop = to_vec(&new_prop).unwrap();
 
-        graph.insert_labeled_edge_raw(4u32,9u32, 1,true, raw_prop).unwrap();
+        graph
+            .insert_labeled_edge_raw(4u32, 9u32, 1, true, raw_prop)
+            .unwrap();
         let key = bincode::serialize(&(4u32, 9u32, 1, true)).unwrap();
         let node_property = graph.get_property_all(key, false).unwrap();
 
@@ -622,11 +642,13 @@ mod test {
             Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
             false,
         )
-            .unwrap();
+        .unwrap();
 
         let new_prop = json!({"name":"jackson"});
 
-        graph.insert_labeled_node_property(8u32, 4, new_prop).unwrap();
+        graph
+            .insert_labeled_node_property(8u32, 4, new_prop)
+            .unwrap();
         let key = bincode::serialize(&(8u32, 4)).unwrap();
         let node_property = graph.get_property_all(key, true).unwrap();
 
@@ -640,11 +662,13 @@ mod test {
             Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
             false,
         )
-            .unwrap();
+        .unwrap();
 
         let new_prop = json!({"length":"15"});
 
-        graph.insert_labeled_edge_property(5u32, 6u32, 3, true, new_prop).unwrap();
+        graph
+            .insert_labeled_edge_property(5u32, 6u32, 3, true, new_prop)
+            .unwrap();
         let key = bincode::serialize(&(5u32, 6u32, 3, true)).unwrap();
         let edge_property = graph.get_property_all(key, false).unwrap();
 
@@ -653,12 +677,12 @@ mod test {
 
     #[test]
     fn test_insert_raw_edge() {
-        let mut graph = TikvProperty::new(
+        let mut graph = TikvProperty::<String>::new(
             Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
             Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
             false,
         )
-            .unwrap();
+        .unwrap();
 
         let new_prop = json!({"length":"15"});
         let raw_prop = to_vec(&new_prop).unwrap();
@@ -669,10 +693,9 @@ mod test {
         assert_eq!(Some(json!({"length":"15"})), node_property);
     }
 
-
     #[test]
     fn test_insert_raw_node() {
-        let mut graph = TikvProperty::new(
+        let mut graph = TikvProperty::<String>::new(
             Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
             Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
             false,
@@ -690,7 +713,7 @@ mod test {
 
     #[test]
     fn test_insert_property_node() {
-        let mut graph = TikvProperty::new(
+        let mut graph = TikvProperty::<String>::new(
             Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
             Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
             false,
@@ -707,7 +730,7 @@ mod test {
 
     #[test]
     fn test_insert_property_edge() {
-        let mut graph = TikvProperty::new(
+        let mut graph = TikvProperty::<String>::new(
             Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
             Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
             false,
@@ -724,7 +747,7 @@ mod test {
 
     #[test]
     fn test_extend_raw_node() {
-        let mut graph = TikvProperty::new(
+        let mut graph = TikvProperty::<String>::new(
             Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
             Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
             false,
@@ -743,7 +766,7 @@ mod test {
 
     #[test]
     fn test_extend_raw_edge() {
-        let mut graph = TikvProperty::new(
+        let mut graph = TikvProperty::<String>::new(
             Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
             Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
             false,
@@ -761,7 +784,7 @@ mod test {
 
     #[test]
     fn test_extend_property_node() {
-        let mut graph = TikvProperty::new(
+        let mut graph = TikvProperty::<String>::new(
             Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
             Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
             false,
@@ -780,7 +803,7 @@ mod test {
 
     #[test]
     fn test_extend_property_edge() {
-        let mut graph = TikvProperty::new(
+        let mut graph = TikvProperty::<String>::new(
             Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
             Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
             false,
@@ -799,7 +822,7 @@ mod test {
     #[test]
     fn test_open_existing_db() {
         {
-            let mut graph0 = TikvProperty::new(
+            let mut graph0 = TikvProperty::<String>::new(
                 Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
                 Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
                 false,
@@ -816,7 +839,7 @@ mod test {
             );
         }
 
-        let graph1 = TikvProperty::open(
+        let graph1 = TikvProperty::<String>::open(
             Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
             Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
             false,
@@ -833,7 +856,7 @@ mod test {
     #[test]
     fn test_open_writable_db() {
         {
-            let mut graph0 = TikvProperty::new(
+            let mut graph0 = TikvProperty::<String>::new(
                 Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
                 Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
                 false,
@@ -849,7 +872,7 @@ mod test {
                 Some(json!({"name": "jack"}))
             );
         }
-        let mut graph1 = TikvProperty::open(
+        let mut graph1 = TikvProperty::<String>::open(
             Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
             Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
             false,
@@ -868,7 +891,7 @@ mod test {
     #[test]
     fn test_open_readonly_db() {
         {
-            let mut graph0 = TikvProperty::new(
+            let mut graph0 = TikvProperty::<String>::new(
                 Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
                 Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
                 false,
@@ -885,7 +908,7 @@ mod test {
             );
         }
 
-        let mut graph1 = TikvProperty::open(
+        let mut graph1 = TikvProperty::<String>::open(
             Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
             Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
             false,
@@ -905,7 +928,7 @@ mod test {
 
     #[test]
     fn test_scan_node_property() {
-        let mut graph = TikvProperty::new(
+        let mut graph = TikvProperty::<String>::new(
             Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
             Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
             false,
@@ -933,7 +956,7 @@ mod test {
 
     #[test]
     fn test_scan_edge_property() {
-        let mut graph = TikvProperty::new(
+        let mut graph = TikvProperty::<String>::new(
             Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
             Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
             false,
@@ -944,7 +967,6 @@ mod test {
             .insert_edge_property(0u32, 1u32, json!({"length": "5"}))
             .unwrap();
 
-
         graph
             .insert_edge_property(1u32, 2u32, json!({"length": "10"}))
             .unwrap();
@@ -961,28 +983,58 @@ mod test {
     }
 }
 
-pub trait PrefixScan<Id: IdType, EL: Hash + Eq, LabelId: IdType = Id> {
-    fn find_neighbors(&self, s_id: Vec<u8>) -> impl Future<Output = Result<Vec<KvPair>>>;
+pub trait PrefixScan<
+    Id: IdType + Serialize + DeserializeOwned,
+    EL: Hash + Eq + Serialize + DeserializeOwned,
+    LabelId: IdType = Id,
+>
+{
+    /// find neighbors of src with given direction and label(Option)
+    fn find_neighbors(
+        &self,
+        src: Id,
+        direction: bool,
+        label: Option<EL>,
+    ) -> Result<Option<Vec<((Id, Id), JsonValue)>>, PropertyError>;
 }
 
-impl <Id: IdType, EL: Hash + Eq, LabelId>PrefixScan for Client {
-    fn find_neighbors(&self, s_id: Vec<u8>) -> impl Future<Output = Result<Vec<KvPair>>>
-    {
-        // encode range boundary
+impl<Id: IdType + Serialize + DeserializeOwned, EL: Hash + Eq + Serialize + DeserializeOwned>
+    PrefixScan<Id, EL> for TikvProperty<EL>
+{
+    fn find_neighbors(
+        &self,
+        src: Id,
+        direction: bool,
+        label: Option<EL>,
+    ) -> Result<Option<Vec<((Id, Id), JsonValue)>>, PropertyError> {
+        // encode range boundarys
         //let inclusive_range = "TiKV"..="TiDB";
-        let direction = false; // TODO what if directed edges search?
-        let left = bincode::serialize(&(s_id, IdType::new(0), direction, IdType::new(0))).unwrap();
-        let right = bincode::serialize(&(s_id, IdType::max_value(), direction, IdType::max_value())).unwrap();
+        //        let direction = false; // TODO what if directed edges search?
+        let (label_from, label_to) = if let Some(label) = label {
+            let id = self.label_map.find_index(&label).unwrap();
+            (id, id)
+        } else {
+            (0, self.label_map.len())
+        };
+        let left = bincode::serialize(&(src.id(), direction, label_from)).unwrap();
+        let right = bincode::serialize(&(src.id(), direction, label_to)).unwrap();
 
-        futures::executor::block_on(async {
+        block_on(async {
             let client = RawClient::new(Config::default()).unwrap();
             let inclusive_range = left..=right;
+            //TODO: the parameter 'limit' of function 'scan' can not be a constant 2.
             let req = client.scan(inclusive_range.to_owned(), 2);
-            let results: Vec<KvPair> = req.await.unwrap();
-
-            let mut edges: Vec<u8> = Vec::new();
-            for result in results {
-                edges.push(u8::from(result.value()));
+            let kv_pairs = req.await?;
+            if kv_pairs.is_empty() {
+                Ok(None)
+            } else {
+                let mut pairs_parsed = Vec::new();
+                for kv_pair in kv_pairs {
+                    let key_parsed = bincode::deserialize(kv_pair.key().into())?;
+                    let value_parsed: JsonValue = from_slice(kv_pair.value().into())?;
+                    pairs_parsed.push((key_parsed, value_parsed));
+                }
+                Ok(Some(pairs_parsed))
             }
             // TODO take the last few bits of every edge
             // TODO deserialize -> t_ids
@@ -990,156 +1042,155 @@ impl <Id: IdType, EL: Hash + Eq, LabelId>PrefixScan for Client {
         })
     }
 }
-
-type FxIndexSet<V> = IndexSet<V, FxBuildHasher>;
-/// More efficient but less compact.
-/// SetMap for Tikv
-#[derive(Debug, PartialEq, Eq, Clone, Serialize, Deserialize)]
-pub struct TikvSetMap<L: Hash + Eq> {
-    labels: FxIndexSet<L>,
-}
-
-impl<L: Hash + Eq> Serialize for TikvSetMap<L> where L: serde::Serialize {}
-
-impl<L: Hash + Eq> Deserialize for TikvSetMap<L> where L: for<'de> serde::Deserialize<'de> {}
-
-impl<L: Hash + Eq> TikvSetMap<L> {
-    pub fn new() -> Self {
-        TikvSetMap {
-            labels: FxIndexSet::default(),
-        }
-    }
-
-    pub fn with_capacity(capacity: usize) -> Self {
-        TikvSetMap {
-            labels: IndexSet::with_capacity_and_hasher(capacity, FxBuildHasher::default()),
-        }
-    }
-
-    pub fn from_vec(vec: Vec<L>) -> Self {
-        TikvSetMap {
-            labels: vec.into_iter().collect(),
-        }
-    }
-
-    pub fn clear(&mut self) {
-        self.labels.clear();
-    }
-}
-
-impl<L: Hash + Eq> Default for TikvSetMap<L> {
-    fn default() -> Self {
-        TikvSetMap::new()
-    }
-}
-
-impl<L: Hash + Eq> MapTrait<L> for TikvSetMap<L> {
-    /// *O(1)*
-    #[inline]
-    fn get_item(&self, id: usize) -> Option<&L> {
-        self.labels.get_index(id)
-    }
-
-    /// *O(1)*
-    #[inline]
-    fn find_index(&self, item: &L) -> Option<usize> {
-        match self.labels.get_full(item) {
-            Some((i, _)) => Some(i),
-            None => None,
-        }
-    }
-
-    /// *O(1)*
-    #[inline]
-    fn contains(&self, item: &L) -> bool {
-        self.labels.contains(item)
-    }
-
-    #[inline]
-    fn items<'a>(&'a self) -> Iter<'a, &L> {
-        Iter::new(Box::new(self.labels.iter()))
-    }
-
-    #[inline]
-    fn items_vec(self) -> Vec<L> {
-        self.labels.into_iter().collect()
-    }
-
-    /// *O(1)*
-    #[inline]
-    fn len(&self) -> usize {
-        self.labels.len()
-    }
-}
-
-impl<L: Hash + Eq> MutMapTrait<L> for TikvSetMap<L> {
-    /// *O(1)*
-    #[inline]
-    fn add_item(&mut self, item: L) -> usize {
-        if self.labels.contains(&item) {
-            self.labels.get_full(&item).unwrap().0 //returns index and value
-        } else {
-            self.labels.insert(item);
-
-            self.len() - 1
-        }
-    }
-
-    /// *O(1)*
-    #[inline]
-    fn pop_item(&mut self) -> Option<L> {
-        self.labels.pop()
-    }
-}
-
-impl<L: Hash + Eq> Hash for TikvSetMap<L> {
-    fn hash<H: Hasher>(&self, state: &mut H) {
-        for l in self.items() {
-            l.hash(state);
-        }
-    }
-}
-
-impl<L: Hash + Eq> FromIterator<L> for TikvSetMap<L> {
-    fn from_iter<T: IntoIterator<Item = L>>(iter: T) -> Self {
-        let mut map = TikvSetMap::new();
-
-        for i in iter {
-            map.add_item(i);
-        }
-
-        map
-    }
-}
-
-impl<L: Hash + Eq> From<Vec<L>> for TikvSetMap<L> {
-    fn from(vec: Vec<L>) -> Self {
-        TikvSetMap::from_vec(vec)
-    }
-}
-
-impl<'a, L: Hash + Eq + Clone> From<&'a Vec<L>> for TikvSetMap<L> {
-    fn from(vec: &'a Vec<L>) -> Self {
-        TikvSetMap::from_vec(vec.clone())
-    }
-}
-
-impl<L: Hash + Eq> From<VecMap<L>> for TikvSetMap<L> {
-    fn from(vec_map: VecMap<L>) -> Self {
-        let data = vec_map.items_vec();
-
-        TikvSetMap::from_vec(data)
-    }
-}
-
-impl<'a, L: Hash + Eq + Clone> From<&'a VecMap<L>> for TikvSetMap<L> {
-    fn from(vec_map: &'a VecMap<L>) -> Self {
-        let data = vec_map.clone().items_vec();
-
-        TikvSetMap::from_vec(data)
-    }
-}
-
+//
+//type FxIndexSet<V> = IndexSet<V, FxBuildHasher>;
+///// More efficient but less compact.
+///// SetMap for Tikv
+//#[derive(Debug, PartialEq, Eq, Clone, Serialize, Deserialize)]
+//pub struct TikvSetMap<L: Hash + Eq> {
+//    labels: FxIndexSet<L>,
+//}
+//
+//impl<L: Hash + Eq> Serialize for TikvSetMap<L> where L: serde::Serialize {}
+//
+//impl<L: Hash + Eq> Deserialize for TikvSetMap<L> where L: for<'de> serde::Deserialize<'de> {}
+//
+//impl<L: Hash + Eq> TikvSetMap<L> {
+//    pub fn new() -> Self {
+//        TikvSetMap {
+//            labels: FxIndexSet::default(),
+//        }
+//    }
+//
+//    pub fn with_capacity(capacity: usize) -> Self {
+//        TikvSetMap {
+//            labels: IndexSet::with_capacity_and_hasher(capacity, FxBuildHasher::default()),
+//        }
+//    }
+//
+//    pub fn from_vec(vec: Vec<L>) -> Self {
+//        TikvSetMap {
+//            labels: vec.into_iter().collect(),
+//        }
+//    }
+//
+//    pub fn clear(&mut self) {
+//        self.labels.clear();
+//    }
+//}
+//
+//impl<L: Hash + Eq> Default for TikvSetMap<L> {
+//    fn default() -> Self {
+//        TikvSetMap::new()
+//    }
+//}
+//
+//impl<L: Hash + Eq> MapTrait<L> for TikvSetMap<L> {
+//    /// *O(1)*
+//    #[inline]
+//    fn get_item(&self, id: usize) -> Option<&L> {
+//        self.labels.get_index(id)
+//    }
+//
+//    /// *O(1)*
+//    #[inline]
+//    fn find_index(&self, item: &L) -> Option<usize> {
+//        match self.labels.get_full(item) {
+//            Some((i, _)) => Some(i),
+//            None => None,
+//        }
+//    }
+//
+//    /// *O(1)*
+//    #[inline]
+//    fn contains(&self, item: &L) -> bool {
+//        self.labels.contains(item)
+//    }
+//
+//    #[inline]
+//    fn items<'a>(&'a self) -> Iter<'a, &L> {
+//        Iter::new(Box::new(self.labels.iter()))
+//    }
+//
+//    #[inline]
+//    fn items_vec(self) -> Vec<L> {
+//        self.labels.into_iter().collect()
+//    }
+//
+//    /// *O(1)*
+//    #[inline]
+//    fn len(&self) -> usize {
+//        self.labels.len()
+//    }
+//}
+//
+//impl<L: Hash + Eq> MutMapTrait<L> for TikvSetMap<L> {
+//    /// *O(1)*
+//    #[inline]
+//    fn add_item(&mut self, item: L) -> usize {
+//        if self.labels.contains(&item) {
+//            self.labels.get_full(&item).unwrap().0 //returns index and value
+//        } else {
+//            self.labels.insert(item);
+//
+//            self.len() - 1
+//        }
+//    }
+//
+//    /// *O(1)*
+//    #[inline]
+//    fn pop_item(&mut self) -> Option<L> {
+//        self.labels.pop()
+//    }
+//}
+//
+//impl<L: Hash + Eq> Hash for TikvSetMap<L> {
+//    fn hash<H: Hasher>(&self, state: &mut H) {
+//        for l in self.items() {
+//            l.hash(state);
+//        }
+//    }
+//}
+//
+//impl<L: Hash + Eq> FromIterator<L> for TikvSetMap<L> {
+//    fn from_iter<T: IntoIterator<Item = L>>(iter: T) -> Self {
+//        let mut map = TikvSetMap::new();
+//
+//        for i in iter {
+//            map.add_item(i);
+//        }
+//
+//        map
+//    }
+//}
+//
+//impl<L: Hash + Eq> From<Vec<L>> for TikvSetMap<L> {
+//    fn from(vec: Vec<L>) -> Self {
+//        TikvSetMap::from_vec(vec)
+//    }
+//}
+//
+//impl<'a, L: Hash + Eq + Clone> From<&'a Vec<L>> for TikvSetMap<L> {
+//    fn from(vec: &'a Vec<L>) -> Self {
+//        TikvSetMap::from_vec(vec.clone())
+//    }
+//}
+//
+//impl<L: Hash + Eq> From<VecMap<L>> for TikvSetMap<L> {
+//    fn from(vec_map: VecMap<L>) -> Self {
+//        let data = vec_map.items_vec();
+//
+//        TikvSetMap::from_vec(data)
+//    }
+//}
+//
+//impl<'a, L: Hash + Eq + Clone> From<&'a VecMap<L>> for TikvSetMap<L> {
+//    fn from(vec_map: &'a VecMap<L>) -> Self {
+//        let data = vec_map.clone().items_vec();
+//
+//        TikvSetMap::from_vec(data)
+//    }
+//}
 
 //#[macro_export]
 //macro_rules! setmap {
@@ -1181,10 +1232,6 @@ impl<'a, L: Hash + Eq + Clone> From<&'a VecMap<L>> for TikvSetMap<L> {
 //    }
 //}
 
-
-
-
-
 //pub fn new_raw_prefix_scan_request(
 //    prefix: Vec<u8>,
 //    //limit: u32,
@@ -1205,5 +1252,3 @@ impl<'a, L: Hash + Eq + Clone> From<&'a VecMap<L>> for TikvSetMap<L> {
 //
 //    req
 //}
-
-

From a88b96c79b2be8f03f45a993c7cd102f261f9388 Mon Sep 17 00:00:00 2001
From: Katherine2013 <18604273487@qq.com>
Date: Sun, 8 Mar 2020 11:42:42 +0800
Subject: [PATCH 386/391] prefix_scan before test

---
 src/property/tikv_property.rs | 174 +---------------------------------
 1 file changed, 4 insertions(+), 170 deletions(-)

diff --git a/src/property/tikv_property.rs b/src/property/tikv_property.rs
index e2011a08..23b02155 100644
--- a/src/property/tikv_property.rs
+++ b/src/property/tikv_property.rs
@@ -51,7 +51,7 @@ use crate::generic::{MapTrait, MutMapTrait};
 use crate::io::Deserialize;
 use crate::map::{SetMap, VecMap};
 
-const MAX_RAW_KV_SCAN_LIMIT: u32 = 10240;
+const MAX_PREFIX_SCAN_LIMIT: u32 = 10240;
 
 pub struct TikvProperty<EL: Hash + Eq + Serialize + DeserializeOwned> {
     node_client: Client,
@@ -1007,9 +1007,7 @@ impl<Id: IdType + Serialize + DeserializeOwned, EL: Hash + Eq + Serialize + Dese
         direction: bool,
         label: Option<EL>,
     ) -> Result<Option<Vec<((Id, Id), JsonValue)>>, PropertyError> {
-        // encode range boundarys
-        //let inclusive_range = "TiKV"..="TiDB";
-        //        let direction = false; // TODO what if directed edges search?
+        // if there's any, find certain labeled edges, or search through all labels.
         let (label_from, label_to) = if let Some(label) = label {
             let id = self.label_map.find_index(&label).unwrap();
             (id, id)
@@ -1022,8 +1020,8 @@ impl<Id: IdType + Serialize + DeserializeOwned, EL: Hash + Eq + Serialize + Dese
         block_on(async {
             let client = RawClient::new(Config::default()).unwrap();
             let inclusive_range = left..=right;
-            //TODO: the parameter 'limit' of function 'scan' can not be a constant 2.
-            let req = client.scan(inclusive_range.to_owned(), 2);
+            // TODO: is MAX_PREFIX_SCAN_LIMIT qualified?
+            let req = client.scan(inclusive_range.to_owned(), MAX_PREFIX_SCAN_LIMIT);
             let kv_pairs = req.await?;
             if kv_pairs.is_empty() {
                 Ok(None)
@@ -1036,174 +1034,10 @@ impl<Id: IdType + Serialize + DeserializeOwned, EL: Hash + Eq + Serialize + Dese
                 }
                 Ok(Some(pairs_parsed))
             }
-            // TODO take the last few bits of every edge
-            // TODO deserialize -> t_ids
-            // t_ids
         })
     }
 }
-//
-//type FxIndexSet<V> = IndexSet<V, FxBuildHasher>;
-///// More efficient but less compact.
-///// SetMap for Tikv
-//#[derive(Debug, PartialEq, Eq, Clone, Serialize, Deserialize)]
-//pub struct TikvSetMap<L: Hash + Eq> {
-//    labels: FxIndexSet<L>,
-//}
-//
-//impl<L: Hash + Eq> Serialize for TikvSetMap<L> where L: serde::Serialize {}
-//
-//impl<L: Hash + Eq> Deserialize for TikvSetMap<L> where L: for<'de> serde::Deserialize<'de> {}
-//
-//impl<L: Hash + Eq> TikvSetMap<L> {
-//    pub fn new() -> Self {
-//        TikvSetMap {
-//            labels: FxIndexSet::default(),
-//        }
-//    }
-//
-//    pub fn with_capacity(capacity: usize) -> Self {
-//        TikvSetMap {
-//            labels: IndexSet::with_capacity_and_hasher(capacity, FxBuildHasher::default()),
-//        }
-//    }
-//
-//    pub fn from_vec(vec: Vec<L>) -> Self {
-//        TikvSetMap {
-//            labels: vec.into_iter().collect(),
-//        }
-//    }
-//
-//    pub fn clear(&mut self) {
-//        self.labels.clear();
-//    }
-//}
-//
-//impl<L: Hash + Eq> Default for TikvSetMap<L> {
-//    fn default() -> Self {
-//        TikvSetMap::new()
-//    }
-//}
-//
-//impl<L: Hash + Eq> MapTrait<L> for TikvSetMap<L> {
-//    /// *O(1)*
-//    #[inline]
-//    fn get_item(&self, id: usize) -> Option<&L> {
-//        self.labels.get_index(id)
-//    }
-//
-//    /// *O(1)*
-//    #[inline]
-//    fn find_index(&self, item: &L) -> Option<usize> {
-//        match self.labels.get_full(item) {
-//            Some((i, _)) => Some(i),
-//            None => None,
-//        }
-//    }
-//
-//    /// *O(1)*
-//    #[inline]
-//    fn contains(&self, item: &L) -> bool {
-//        self.labels.contains(item)
-//    }
-//
-//    #[inline]
-//    fn items<'a>(&'a self) -> Iter<'a, &L> {
-//        Iter::new(Box::new(self.labels.iter()))
-//    }
-//
-//    #[inline]
-//    fn items_vec(self) -> Vec<L> {
-//        self.labels.into_iter().collect()
-//    }
-//
-//    /// *O(1)*
-//    #[inline]
-//    fn len(&self) -> usize {
-//        self.labels.len()
-//    }
-//}
-//
-//impl<L: Hash + Eq> MutMapTrait<L> for TikvSetMap<L> {
-//    /// *O(1)*
-//    #[inline]
-//    fn add_item(&mut self, item: L) -> usize {
-//        if self.labels.contains(&item) {
-//            self.labels.get_full(&item).unwrap().0 //returns index and value
-//        } else {
-//            self.labels.insert(item);
-//
-//            self.len() - 1
-//        }
-//    }
-//
-//    /// *O(1)*
-//    #[inline]
-//    fn pop_item(&mut self) -> Option<L> {
-//        self.labels.pop()
-//    }
-//}
-//
-//impl<L: Hash + Eq> Hash for TikvSetMap<L> {
-//    fn hash<H: Hasher>(&self, state: &mut H) {
-//        for l in self.items() {
-//            l.hash(state);
-//        }
-//    }
-//}
-//
-//impl<L: Hash + Eq> FromIterator<L> for TikvSetMap<L> {
-//    fn from_iter<T: IntoIterator<Item = L>>(iter: T) -> Self {
-//        let mut map = TikvSetMap::new();
-//
-//        for i in iter {
-//            map.add_item(i);
-//        }
-//
-//        map
-//    }
-//}
-//
-//impl<L: Hash + Eq> From<Vec<L>> for TikvSetMap<L> {
-//    fn from(vec: Vec<L>) -> Self {
-//        TikvSetMap::from_vec(vec)
-//    }
-//}
-//
-//impl<'a, L: Hash + Eq + Clone> From<&'a Vec<L>> for TikvSetMap<L> {
-//    fn from(vec: &'a Vec<L>) -> Self {
-//        TikvSetMap::from_vec(vec.clone())
-//    }
-//}
-//
-//impl<L: Hash + Eq> From<VecMap<L>> for TikvSetMap<L> {
-//    fn from(vec_map: VecMap<L>) -> Self {
-//        let data = vec_map.items_vec();
-//
-//        TikvSetMap::from_vec(data)
-//    }
-//}
-//
-//impl<'a, L: Hash + Eq + Clone> From<&'a VecMap<L>> for TikvSetMap<L> {
-//    fn from(vec_map: &'a VecMap<L>) -> Self {
-//        let data = vec_map.clone().items_vec();
-//
-//        TikvSetMap::from_vec(data)
-//    }
-//}
 
-//#[macro_export]
-//macro_rules! setmap {
-//    ( $( $x:expr ),* ) => {
-//        {
-//            let mut temp_map = TikvSetMap::new();
-//            $(
-//                temp_map.add_item($x);
-//            )*
-//            temp_map
-//        }
-//    };
-//}
 
 //impl <Id: IdType, EL: Hash + Eq>PrefixScan for Client {
 //    fn prefix_scan(&self, id_bytes: Vec<u8>) -> impl Future<Output = Result<Vec<_>>> {

From 891fe09cab5b40138e1d0a40ee5343d295d28464 Mon Sep 17 00:00:00 2001
From: Katherine2013 <18604273487@qq.com>
Date: Fri, 13 Mar 2020 13:08:42 +0800
Subject: [PATCH 387/391] why label can't match?

---
 src/map/set_map.rs            |  24 +++----
 src/property/mod.rs           |  30 ++++----
 src/property/tikv_property.rs | 128 ++++++++++++++++++----------------
 3 files changed, 94 insertions(+), 88 deletions(-)

diff --git a/src/map/set_map.rs b/src/map/set_map.rs
index ee8f6530..e9a8a218 100644
--- a/src/map/set_map.rs
+++ b/src/map/set_map.rs
@@ -178,15 +178,15 @@ impl<'a, L: Hash + Eq + Clone> From<&'a VecMap<L>> for SetMap<L> {
     }
 }
 
-//#[macro_export]
-//macro_rules! setmap {
-//    ( $( $x:expr ),* ) => {
-//        {
-//            let mut temp_map = SetMap::new();
-//            $(
-//                temp_map.add_item($x);
-//            )*
-//            temp_map
-//        }
-//    };
-//}
+#[macro_export]
+macro_rules! setmap {
+    ( $( $x:expr ),* ) => {
+        {
+            let mut temp_map = SetMap::new();
+            $(
+                temp_map.add_item($x);
+            )*
+            temp_map
+        }
+    };
+}
diff --git a/src/property/mod.rs b/src/property/mod.rs
index 8408eadc..14bce0ae 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -50,14 +50,14 @@ pub trait ExtendTikvEdgeTrait<
         prop: JsonValue,
     ) -> Result<Option<JsonValue>, PropertyError>;
 
-    //    fn get_labeled_edge_property(
-    //        &self,
-    //        src: Id,
-    //        dst: Id,
-    //        label:EL,
-    //        direction:bool,
-    //        names: Vec<String>,
-    //    ) -> Result<Option<JsonValue>, PropertyError>;
+    fn get_edge_property_all_with_label(
+        &mut self,
+        src: Id,
+        dst: Id,
+        label:EL,
+        direction:bool,
+        //names: Vec<String>,
+    ) -> Result<Option<JsonValue>, PropertyError>;
 
     fn insert_labeled_edge_raw(
         &mut self,
@@ -74,6 +74,13 @@ pub trait ExtendTikvNodeTrait<
     EL: Hash + Eq + Serialize + DeserializeOwned,
 >: PropertyGraph<Id>
 {
+    fn get_node_property_all_with_label(
+        &mut self,
+        id: Id,
+        label: EL,
+        //names: Vec<String>,
+    ) -> Result<Option<JsonValue>, PropertyError>;
+
     fn insert_labeled_node_property(
         &mut self,
         id: Id,
@@ -81,13 +88,6 @@ pub trait ExtendTikvNodeTrait<
         prop: JsonValue,
     ) -> Result<Option<JsonValue>, PropertyError>;
 
-    //    fn get_labeled_node_property(
-    //        &self,
-    //        id: Id,
-    //        label: EL,
-    //        names: Vec<String>,
-    //    ) -> Result<Option<JsonValue>, PropertyError>;
-
     fn insert_labeled_node_raw(
         &mut self,
         id: Id,
diff --git a/src/property/tikv_property.rs b/src/property/tikv_property.rs
index 23b02155..607eb33d 100644
--- a/src/property/tikv_property.rs
+++ b/src/property/tikv_property.rs
@@ -50,6 +50,7 @@ use crate::generic::{MapTrait, MutMapTrait};
 //use crate::io::{Deserialize, Serialize};
 use crate::io::Deserialize;
 use crate::map::{SetMap, VecMap};
+use crate::generic;
 
 const MAX_PREFIX_SCAN_LIMIT: u32 = 10240;
 
@@ -495,16 +496,10 @@ impl<Id: IdType + Serialize + DeserializeOwned, EL: Hash + Eq + Serialize + Dese
         self.insert_labeled_edge_raw(src, dst, label, direction, names_bytes)
     }
 
-    //    fn get_labeled_edge_property(&self, src: Id, dst: Id, label: EL, direction: bool, names: Vec<String>) -> Result<Option<JsonValue>, PropertyError> {
-    //        //self.swap_edge(&mut src, &mut dst);
-    //        let id_bytes = bincode::serialize(&(src, dst, label, direction))?;
-    //        self.get_property(id_bytes, names, false)
-    //    }
-
     fn insert_labeled_edge_raw(
         &mut self,
-        src: Id,
-        dst: Id,
+        mut src: Id,
+        mut dst: Id,
         label: EL,
         direction: bool,
         prop: Vec<u8>,
@@ -513,10 +508,13 @@ impl<Id: IdType + Serialize + DeserializeOwned, EL: Hash + Eq + Serialize + Dese
             return Err(PropertyError::ModifyReadOnlyError);
         }
 
-        //self.swap_edge(&mut src, &mut dst);
+        if direction == true {
+            self.is_directed = true;
+        }
+
+        self.swap_edge(&mut src, &mut dst);
 
         let label_id = self.label_map.add_item(label);
-        //        self.is_directed = true;
         //self.insert_labeled_edge_raw(src, dst, label, direction, prop);
 
         let id_bytes = bincode::serialize(&(src, direction, label_id, dst))?;
@@ -533,6 +531,13 @@ impl<Id: IdType + Serialize + DeserializeOwned, EL: Hash + Eq + Serialize + Dese
 
         Ok(value)
     }
+
+    fn get_edge_property_all_with_label(&mut self, src: Id, dst: Id, label: EL, direction: bool) -> Result<Option<JsonValue>, PropertyError> {
+        let label_id = self.label_map.add_item(label);
+        let key = bincode::serialize(&(src, direction, label_id, dst))?;
+        //let id_bytes = bincode::serialize(&id)?;
+        self.get_property_all(key, true)
+    }
 }
 
 impl<Id: IdType + Serialize + DeserializeOwned, EL: Hash + Eq + Serialize + DeserializeOwned>
@@ -548,11 +553,6 @@ impl<Id: IdType + Serialize + DeserializeOwned, EL: Hash + Eq + Serialize + Dese
         self.insert_labeled_node_raw(id, label, names_bytes)
     }
 
-    //    fn get_labeled_node_property(&self, id: Id, label: EL, names: Vec<String>) -> Result<Option<JsonValue>, PropertyError> {
-    //        let id_bytes = bincode::serialize(&(id, label))?;
-    //        self.get_property(id_bytes, names, true)
-    //    }
-
     fn insert_labeled_node_raw(
         &mut self,
         id: Id,
@@ -576,6 +576,13 @@ impl<Id: IdType + Serialize + DeserializeOwned, EL: Hash + Eq + Serialize + Dese
 
         Ok(value)
     }
+
+    fn get_node_property_all_with_label(&mut self, id: Id, label: EL) -> Result<Option<JsonValue>, PropertyError> {
+        let label_id = self.label_map.add_item(label);
+        let key = bincode::serialize(&(id, label_id))?;
+        //let id_bytes = bincode::serialize(&id)?;
+        self.get_property_all(key, true)
+    }
 }
 
 //Finished all tasks which are still in tokio::Runtime
@@ -592,51 +599,45 @@ mod test {
     use super::*;
     use serde_json::json;
 
-    const NODE_PD_SERVER_ADDR: &str = "59.78.194.63:2379";
-    const EDGE_PD_SERVER_ADDR: &str = "59.78.194.63:2379";
+//    const NODE_PD_SERVER_ADDR: &str = "59.78.194.63:2379";
+//    const EDGE_PD_SERVER_ADDR: &str = "59.78.194.63:2379";
+    const NODE_PD_SERVER_ADDR: &str = "127.0.0.1:2379";
+    const EDGE_PD_SERVER_ADDR: &str = "127.0.0.1:2379";
 
     #[test]
-    fn test_insert_labeled_raw_node() {
+    fn test_find_neighbors() {
         let mut graph = TikvProperty::new(
             Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
             Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
             false,
         )
-        .unwrap();
+            .unwrap();
 
-        let new_prop = json!({"name":"kat"});
-        let raw_prop = to_vec(&new_prop).unwrap();
+        let new_prop1 = json!({"edge":"one to four,label one"});
+        let raw_prop1 = to_vec(&new_prop1).unwrap();
 
-        graph.insert_labeled_node_raw(6u32, 1, raw_prop).unwrap();
-        let key = bincode::serialize(&(6u32, 1)).unwrap();
-        let node_property = graph.get_property_all(key, true).unwrap();
+        graph
+            .insert_labeled_edge_raw(8u32, 4u32, 1, true, raw_prop1)
+            .unwrap();
 
-        assert_eq!(Some(json!({"name":"kat"})), node_property);
-    }
+//        let new_prop2 = json!({"edge":"one to five,label two"});
+//        let raw_prop2 = to_vec(&new_prop2).unwrap();
+//
+//        graph
+//            .insert_labeled_edge_raw(1u32, 5u32, 2, true, raw_prop2)
+//            .unwrap();
 
-    #[test]
-    fn test_insert_labeled_raw_edge() {
-        let mut graph = TikvProperty::new(
-            Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
-            Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
-            false,
-        )
-        .unwrap();
+        let pairs_parsed = graph.find_neighbors(8u32, true, Some(1)).unwrap();
 
-        let new_prop = json!({"name":"jackson"});
-        let raw_prop = to_vec(&new_prop).unwrap();
+        let mut expected_result = Vec::new();
+        expected_result.push(((8u32, true, 1, 4u32),json!({"edge":"one to four,label one"})));
 
-        graph
-            .insert_labeled_edge_raw(4u32, 9u32, 1, true, raw_prop)
-            .unwrap();
-        let key = bincode::serialize(&(4u32, 9u32, 1, true)).unwrap();
-        let node_property = graph.get_property_all(key, false).unwrap();
+        assert_eq!(Some(expected_result), pairs_parsed);
 
-        assert_eq!(Some(json!({"name":"jackson"})), node_property);
     }
 
     #[test]
-    fn test_insert_property_labeled_node() {
+    fn test_insert_labeled_raw_node() {
         let mut graph = TikvProperty::new(
             Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
             Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
@@ -644,19 +645,19 @@ mod test {
         )
         .unwrap();
 
-        let new_prop = json!({"name":"jackson"});
+        let new_prop = json!({"name":"kat"});
+        let raw_prop = to_vec(&new_prop).unwrap();
 
-        graph
-            .insert_labeled_node_property(8u32, 4, new_prop)
-            .unwrap();
-        let key = bincode::serialize(&(8u32, 4)).unwrap();
-        let node_property = graph.get_property_all(key, true).unwrap();
+        graph.insert_labeled_node_raw(6u32, 1, raw_prop).unwrap();
+        //let key = bincode::serialize(&(6u32, 1)).unwrap();
+        let node_property = graph.get_node_property_all_with_label(6u32,1).unwrap();
+
+        assert_eq!(Some(json!({"name":"kat"})), node_property);
 
-        assert_eq!(Some(json!({"name":"jackson"})), node_property);
     }
 
     #[test]
-    fn test_insert_property_labeled_edge() {
+    fn test_insert_labeled_raw_edge() {
         let mut graph = TikvProperty::new(
             Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
             Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
@@ -664,15 +665,17 @@ mod test {
         )
         .unwrap();
 
-        let new_prop = json!({"length":"15"});
+        let new_prop = json!({"name":"jackson"});
+        let raw_prop = to_vec(&new_prop).unwrap();
 
         graph
-            .insert_labeled_edge_property(5u32, 6u32, 3, true, new_prop)
+            .insert_labeled_edge_raw(4u32, 9u32, 1, true, raw_prop)
             .unwrap();
-        let key = bincode::serialize(&(5u32, 6u32, 3, true)).unwrap();
-        let edge_property = graph.get_property_all(key, false).unwrap();
 
-        assert_eq!(Some(json!({"length":"15"})), edge_property);
+        let edge_property = graph.get_edge_property_all_with_label(4u32, 9u32, 1, true).unwrap();
+
+
+        assert_eq!(Some(json!({"name":"jackson"})), edge_property);
     }
 
     #[test]
@@ -995,7 +998,7 @@ pub trait PrefixScan<
         src: Id,
         direction: bool,
         label: Option<EL>,
-    ) -> Result<Option<Vec<((Id, Id), JsonValue)>>, PropertyError>;
+    ) -> Result<Option<Vec<((Id, bool, usize, Id), JsonValue)>>, PropertyError>;
 }
 
 impl<Id: IdType + Serialize + DeserializeOwned, EL: Hash + Eq + Serialize + DeserializeOwned>
@@ -1006,7 +1009,7 @@ impl<Id: IdType + Serialize + DeserializeOwned, EL: Hash + Eq + Serialize + Dese
         src: Id,
         direction: bool,
         label: Option<EL>,
-    ) -> Result<Option<Vec<((Id, Id), JsonValue)>>, PropertyError> {
+    ) -> Result<Option<Vec<((Id, bool, usize, Id), JsonValue)>>, PropertyError> {
         // if there's any, find certain labeled edges, or search through all labels.
         let (label_from, label_to) = if let Some(label) = label {
             let id = self.label_map.find_index(&label).unwrap();
@@ -1014,11 +1017,14 @@ impl<Id: IdType + Serialize + DeserializeOwned, EL: Hash + Eq + Serialize + Dese
         } else {
             (0, self.label_map.len())
         };
-        let left = bincode::serialize(&(src.id(), direction, label_from)).unwrap();
-        let right = bincode::serialize(&(src.id(), direction, label_to)).unwrap();
 
+        // TODO: is usize range available?
+        let left = bincode::serialize(&(src.id(), direction, label_from, usize::min_value())).unwrap();
+        let right = bincode::serialize(&(src.id(), direction, label_to, usize::max_value())).unwrap();
+
+        let client = self.node_client.clone();
         block_on(async {
-            let client = RawClient::new(Config::default()).unwrap();
+            //let client = RawClient::new(Config::default()).unwrap();
             let inclusive_range = left..=right;
             // TODO: is MAX_PREFIX_SCAN_LIMIT qualified?
             let req = client.scan(inclusive_range.to_owned(), MAX_PREFIX_SCAN_LIMIT);

From 377f2a0f3d02eacb89858782538ab6555269df68 Mon Sep 17 00:00:00 2001
From: Katherine2013 <18604273487@qq.com>
Date: Tue, 17 Mar 2020 13:44:40 +0800
Subject: [PATCH 388/391] Issue: Scan limit doesn't work

---
 src/property/mod.rs           |  2 +
 src/property/tikv_property.rs | 78 +++++++++++++++++++++++++----------
 2 files changed, 59 insertions(+), 21 deletions(-)

diff --git a/src/property/mod.rs b/src/property/mod.rs
index 14bce0ae..abef67d4 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -178,6 +178,8 @@ pub enum PropertyError {
     NodeNotFoundError,
     UnknownError,
     CrossComparisonError,
+
+    NoLabelInMapError,
 }
 
 //impl From<sled::Error<()>> for PropertyError {
diff --git a/src/property/tikv_property.rs b/src/property/tikv_property.rs
index 607eb33d..55dcb5bf 100644
--- a/src/property/tikv_property.rs
+++ b/src/property/tikv_property.rs
@@ -52,6 +52,12 @@ use crate::io::Deserialize;
 use crate::map::{SetMap, VecMap};
 use crate::generic;
 
+//use core::fmt::Display;
+//use futures::core_reexport::fmt::Display;
+//use serde::export::fmt::Display;
+use std::fmt::{Display, Debug};
+
+
 const MAX_PREFIX_SCAN_LIMIT: u32 = 10240;
 
 pub struct TikvProperty<EL: Hash + Eq + Serialize + DeserializeOwned> {
@@ -613,24 +619,32 @@ mod test {
         )
             .unwrap();
 
-        let new_prop1 = json!({"edge":"one to four,label one"});
+        let new_prop1 = json!({"edge":"eight to four,label one"});
         let raw_prop1 = to_vec(&new_prop1).unwrap();
 
         graph
-            .insert_labeled_edge_raw(8u32, 4u32, 1, true, raw_prop1)
+            .insert_labeled_edge_raw(8u32, 4u32, 1, true, raw_prop1) // EL: 1
             .unwrap();
 
-//        let new_prop2 = json!({"edge":"one to five,label two"});
-//        let raw_prop2 = to_vec(&new_prop2).unwrap();
-//
-//        graph
-//            .insert_labeled_edge_raw(1u32, 5u32, 2, true, raw_prop2)
-//            .unwrap();
+        let new_prop2 = json!({"edge":"eight to five,label two"});
+        let raw_prop2 = to_vec(&new_prop2).unwrap();
+
+        graph
+            .insert_labeled_edge_raw(8u32, 5u32, 2, true, raw_prop2)
+            .unwrap();
+
+        let new_prop3 = json!({"edge":"nine to six,label three"});
+        let raw_prop3 = to_vec(&new_prop3).unwrap();
+
+        graph
+            .insert_labeled_edge_raw(9u32, 6u32, 3, true, raw_prop3)
+            .unwrap();
 
-        let pairs_parsed = graph.find_neighbors(8u32, true, Some(1)).unwrap();
+        let pairs_parsed = graph.find_neighbors(8u32, true, Some(1), Some(10)).unwrap();
 
         let mut expected_result = Vec::new();
-        expected_result.push(((8u32, true, 1, 4u32),json!({"edge":"one to four,label one"})));
+        // expected_result.push(((8u32, true, &1, 4u32),json!({"edge":"eight to four,label one"})));
+        expected_result.push(((8u32, true, &1, 4u32),json!({"edge":"eight to four,label one"})));
 
         assert_eq!(Some(expected_result), pairs_parsed);
 
@@ -988,7 +1002,7 @@ mod test {
 
 pub trait PrefixScan<
     Id: IdType + Serialize + DeserializeOwned,
-    EL: Hash + Eq + Serialize + DeserializeOwned,
+    EL: Hash + Eq + Serialize + DeserializeOwned + Display + Debug,
     LabelId: IdType = Id,
 >
 {
@@ -998,10 +1012,11 @@ pub trait PrefixScan<
         src: Id,
         direction: bool,
         label: Option<EL>,
-    ) -> Result<Option<Vec<((Id, bool, usize, Id), JsonValue)>>, PropertyError>;
+        scan_limit: Option<u32>,
+    ) -> Result<Option<Vec<((Id, bool, &EL, Id), JsonValue)>>, PropertyError>;
 }
 
-impl<Id: IdType + Serialize + DeserializeOwned, EL: Hash + Eq + Serialize + DeserializeOwned>
+impl<Id: IdType + Serialize + DeserializeOwned, EL: Hash + Eq + Serialize + DeserializeOwned + Display + Debug>
     PrefixScan<Id, EL> for TikvProperty<EL>
 {
     fn find_neighbors(
@@ -1009,34 +1024,55 @@ impl<Id: IdType + Serialize + DeserializeOwned, EL: Hash + Eq + Serialize + Dese
         src: Id,
         direction: bool,
         label: Option<EL>,
-    ) -> Result<Option<Vec<((Id, bool, usize, Id), JsonValue)>>, PropertyError> {
+        scan_limit: Option<u32>,
+    ) -> Result<Option<Vec<((Id, bool, &EL, Id), JsonValue)>>, PropertyError> {
         // if there's any, find certain labeled edges, or search through all labels.
         let (label_from, label_to) = if let Some(label) = label {
-            let id = self.label_map.find_index(&label).unwrap();
-            (id, id)
+            let id = self.label_map.find_index(&label);
+//            println!("{:#?}", id);
+//            let label = self.label_map.get_item(id.unwrap());
+//            println!("{:#?}", label);
+            if id == None {
+                // Some(label).expect("There's no such label in the record!");
+                return Err(PropertyError::NoLabelInMapError);
+            }
+            (id.unwrap(), id.unwrap())
         } else {
             (0, self.label_map.len())
         };
 
+//        println!("{:#?}", label_from);
+//        println!("{:#?}", label_to);
         // TODO: is usize range available?
         let left = bincode::serialize(&(src.id(), direction, label_from, usize::min_value())).unwrap();
         let right = bincode::serialize(&(src.id(), direction, label_to, usize::max_value())).unwrap();
 
-        let client = self.node_client.clone();
+//        println!("{:#?}", left);
+//        println!("{:#?}", right);
+        //println!("{:#?}", left..right);
+
+        let limit = match scan_limit {
+            Some(limit) => limit,
+            None => 10240, //max scan limit is 10240
+        };
+
+        let client = self.edge_client.clone();
         block_on(async {
             //let client = RawClient::new(Config::default()).unwrap();
             let inclusive_range = left..=right;
-            // TODO: is MAX_PREFIX_SCAN_LIMIT qualified?
-            let req = client.scan(inclusive_range.to_owned(), MAX_PREFIX_SCAN_LIMIT);
+            let req = client.scan(inclusive_range.to_owned(), limit);
             let kv_pairs = req.await?;
             if kv_pairs.is_empty() {
                 Ok(None)
             } else {
                 let mut pairs_parsed = Vec::new();
                 for kv_pair in kv_pairs {
-                    let key_parsed = bincode::deserialize(kv_pair.key().into())?;
+                    let key_parsed: (Id, bool, usize, Id) = bincode::deserialize(kv_pair.key().into())?;
+                    let label_id = key_parsed.2;
+                    let label = self.label_map.get_item(label_id).unwrap();
+                    let key:(Id, bool, &EL, Id) = (key_parsed.0, key_parsed.1, label, key_parsed.3);
                     let value_parsed: JsonValue = from_slice(kv_pair.value().into())?;
-                    pairs_parsed.push((key_parsed, value_parsed));
+                    pairs_parsed.push((key, value_parsed));
                 }
                 Ok(Some(pairs_parsed))
             }

From 3e983d9679c7ec768374fa73eec12d95d59129ab Mon Sep 17 00:00:00 2001
From: Michael Chen <920901835@qq.com>
Date: Sat, 28 Mar 2020 22:51:18 +0800
Subject: [PATCH 389/391] UPDATE: update tikv_client to latest version

---
 Cargo.toml                    |  6 ++-
 src/io/tikv/tikv_loader.rs    | 18 +++++---
 src/property/tikv_property.rs | 79 +++++++++++++++++++----------------
 3 files changed, 61 insertions(+), 42 deletions(-)

diff --git a/Cargo.toml b/Cargo.toml
index ecfcf204..1501cbd4 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -29,10 +29,10 @@ fxhash = "0.2.1"
 rocksdb = "0.12.2"
 lru = "0.1.15"
 scoped_threadpool = "0.1.9"
-tikv-client = { git = "https://github.com/yuchenECNU/client-rust.git" }
+tikv-client = { git = "https://github.com/tikv/client-rust.git" }
 futures-preview = { version = "0.3.0-alpha.17", features = ["compat"] }
 walkdir = "2.0.0"
-tokio = "=0.2.0-alpha.2"
+tokio = "=0.2.13"
 #protobuf = { version = "2.0"}
 
 #
@@ -53,3 +53,5 @@ tempdir = "0.3.7"
 [build-dependencies]
 protoc-rust = "2.0"
 
+[patch.crates-io]
+raft-proto = { git = "https://github.com/tikv/raft-rs", rev = "e624c1d48460940a40d8aa69b5329460d9af87dd" }
\ No newline at end of file
diff --git a/src/io/tikv/tikv_loader.rs b/src/io/tikv/tikv_loader.rs
index e5137f91..d9d55da3 100644
--- a/src/io/tikv/tikv_loader.rs
+++ b/src/io/tikv/tikv_loader.rs
@@ -22,6 +22,7 @@ use crate::generic::{IdType, Iter};
 use crate::io::csv::CborValue as Value;
 use crate::io::tikv::{serialize_edge_item, serialize_node_item};
 use crate::io::{GraphLoader, ReadGraph};
+use futures::executor::block_on;
 use itertools::Itertools;
 use serde::{Deserialize, Serialize};
 use std::hash::Hash;
@@ -89,7 +90,6 @@ where
                 );
             });
         });
-        Arc::try_unwrap(rt).unwrap().shutdown_on_idle();
     }
 }
 
@@ -173,13 +173,17 @@ fn load_nodes_to_tikv<'a, Id: IdType, NL: Hash + Eq + 'static>(
 {
     let client = Client::new(node_config.clone()).unwrap();
     let chunks = node_iter.chunks(batch_size);
+    let mut task_controller = vec![];
     for chunk in &chunks {
         let batch_nodes = chunk.map(|x| serialize_node_item(x)).collect_vec();
         let local_client = client.clone();
-        rt.spawn(async move {
+        task_controller.push(rt.spawn(async move {
             let _ = local_client.batch_put(batch_nodes).await;
-        });
+        }));
     }
+    block_on(async {
+        futures::future::join_all(task_controller).await;
+    });
 }
 
 //https://github.com/tikv/tikv/issues/3611
@@ -194,11 +198,15 @@ fn load_edges_to_tikv<Id: IdType, EL: Hash + Eq + 'static>(
 {
     let client = Client::new(edge_config.clone()).unwrap();
     let chunks = edge_iter.chunks(batch_size);
+    let mut task_controller = vec![];
     for chunk in &chunks {
         let batch_edges = chunk.map(|x| serialize_edge_item(x)).collect_vec();
         let local_client = client.clone();
-        rt.spawn(async move {
+        task_controller.push(rt.spawn(async move {
             let _ = local_client.batch_put(batch_edges).await;
-        });
+        }));
     }
+    block_on(async {
+        futures::future::join_all(task_controller).await;
+    });
 }
diff --git a/src/property/tikv_property.rs b/src/property/tikv_property.rs
index 55dcb5bf..8e0463e6 100644
--- a/src/property/tikv_property.rs
+++ b/src/property/tikv_property.rs
@@ -48,15 +48,14 @@ use std::iter::FromIterator;
 
 use crate::generic::{MapTrait, MutMapTrait};
 //use crate::io::{Deserialize, Serialize};
+use crate::generic;
 use crate::io::Deserialize;
 use crate::map::{SetMap, VecMap};
-use crate::generic;
 
 //use core::fmt::Display;
 //use futures::core_reexport::fmt::Display;
 //use serde::export::fmt::Display;
-use std::fmt::{Display, Debug};
-
+use std::fmt::{Debug, Display};
 
 const MAX_PREFIX_SCAN_LIMIT: u32 = 10240;
 
@@ -538,7 +537,13 @@ impl<Id: IdType + Serialize + DeserializeOwned, EL: Hash + Eq + Serialize + Dese
         Ok(value)
     }
 
-    fn get_edge_property_all_with_label(&mut self, src: Id, dst: Id, label: EL, direction: bool) -> Result<Option<JsonValue>, PropertyError> {
+    fn get_edge_property_all_with_label(
+        &mut self,
+        src: Id,
+        dst: Id,
+        label: EL,
+        direction: bool,
+    ) -> Result<Option<JsonValue>, PropertyError> {
         let label_id = self.label_map.add_item(label);
         let key = bincode::serialize(&(src, direction, label_id, dst))?;
         //let id_bytes = bincode::serialize(&id)?;
@@ -583,7 +588,11 @@ impl<Id: IdType + Serialize + DeserializeOwned, EL: Hash + Eq + Serialize + Dese
         Ok(value)
     }
 
-    fn get_node_property_all_with_label(&mut self, id: Id, label: EL) -> Result<Option<JsonValue>, PropertyError> {
+    fn get_node_property_all_with_label(
+        &mut self,
+        id: Id,
+        label: EL,
+    ) -> Result<Option<JsonValue>, PropertyError> {
         let label_id = self.label_map.add_item(label);
         let key = bincode::serialize(&(id, label_id))?;
         //let id_bytes = bincode::serialize(&id)?;
@@ -591,13 +600,6 @@ impl<Id: IdType + Serialize + DeserializeOwned, EL: Hash + Eq + Serialize + Dese
     }
 }
 
-//Finished all tasks which are still in tokio::Runtime
-impl<EL: Hash + Eq + Serialize + DeserializeOwned> Drop for TikvProperty<EL> {
-    fn drop(&mut self) {
-        self.rt.take().unwrap().shutdown_on_idle();
-    }
-}
-
 #[cfg(test)]
 mod test {
     extern crate tikv_client;
@@ -605,8 +607,8 @@ mod test {
     use super::*;
     use serde_json::json;
 
-//    const NODE_PD_SERVER_ADDR: &str = "59.78.194.63:2379";
-//    const EDGE_PD_SERVER_ADDR: &str = "59.78.194.63:2379";
+    //    const NODE_PD_SERVER_ADDR: &str = "59.78.194.63:2379";
+    //    const EDGE_PD_SERVER_ADDR: &str = "59.78.194.63:2379";
     const NODE_PD_SERVER_ADDR: &str = "127.0.0.1:2379";
     const EDGE_PD_SERVER_ADDR: &str = "127.0.0.1:2379";
 
@@ -617,7 +619,7 @@ mod test {
             Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
             false,
         )
-            .unwrap();
+        .unwrap();
 
         let new_prop1 = json!({"edge":"eight to four,label one"});
         let raw_prop1 = to_vec(&new_prop1).unwrap();
@@ -644,10 +646,12 @@ mod test {
 
         let mut expected_result = Vec::new();
         // expected_result.push(((8u32, true, &1, 4u32),json!({"edge":"eight to four,label one"})));
-        expected_result.push(((8u32, true, &1, 4u32),json!({"edge":"eight to four,label one"})));
+        expected_result.push((
+            (8u32, true, &1, 4u32),
+            json!({"edge":"eight to four,label one"}),
+        ));
 
         assert_eq!(Some(expected_result), pairs_parsed);
-
     }
 
     #[test]
@@ -664,10 +668,9 @@ mod test {
 
         graph.insert_labeled_node_raw(6u32, 1, raw_prop).unwrap();
         //let key = bincode::serialize(&(6u32, 1)).unwrap();
-        let node_property = graph.get_node_property_all_with_label(6u32,1).unwrap();
+        let node_property = graph.get_node_property_all_with_label(6u32, 1).unwrap();
 
         assert_eq!(Some(json!({"name":"kat"})), node_property);
-
     }
 
     #[test]
@@ -686,8 +689,9 @@ mod test {
             .insert_labeled_edge_raw(4u32, 9u32, 1, true, raw_prop)
             .unwrap();
 
-        let edge_property = graph.get_edge_property_all_with_label(4u32, 9u32, 1, true).unwrap();
-
+        let edge_property = graph
+            .get_edge_property_all_with_label(4u32, 9u32, 1, true)
+            .unwrap();
 
         assert_eq!(Some(json!({"name":"jackson"})), edge_property);
     }
@@ -1016,8 +1020,10 @@ pub trait PrefixScan<
     ) -> Result<Option<Vec<((Id, bool, &EL, Id), JsonValue)>>, PropertyError>;
 }
 
-impl<Id: IdType + Serialize + DeserializeOwned, EL: Hash + Eq + Serialize + DeserializeOwned + Display + Debug>
-    PrefixScan<Id, EL> for TikvProperty<EL>
+impl<
+        Id: IdType + Serialize + DeserializeOwned,
+        EL: Hash + Eq + Serialize + DeserializeOwned + Display + Debug,
+    > PrefixScan<Id, EL> for TikvProperty<EL>
 {
     fn find_neighbors(
         &self,
@@ -1029,9 +1035,9 @@ impl<Id: IdType + Serialize + DeserializeOwned, EL: Hash + Eq + Serialize + Dese
         // if there's any, find certain labeled edges, or search through all labels.
         let (label_from, label_to) = if let Some(label) = label {
             let id = self.label_map.find_index(&label);
-//            println!("{:#?}", id);
-//            let label = self.label_map.get_item(id.unwrap());
-//            println!("{:#?}", label);
+            //            println!("{:#?}", id);
+            //            let label = self.label_map.get_item(id.unwrap());
+            //            println!("{:#?}", label);
             if id == None {
                 // Some(label).expect("There's no such label in the record!");
                 return Err(PropertyError::NoLabelInMapError);
@@ -1041,14 +1047,16 @@ impl<Id: IdType + Serialize + DeserializeOwned, EL: Hash + Eq + Serialize + Dese
             (0, self.label_map.len())
         };
 
-//        println!("{:#?}", label_from);
-//        println!("{:#?}", label_to);
+        //        println!("{:#?}", label_from);
+        //        println!("{:#?}", label_to);
         // TODO: is usize range available?
-        let left = bincode::serialize(&(src.id(), direction, label_from, usize::min_value())).unwrap();
-        let right = bincode::serialize(&(src.id(), direction, label_to, usize::max_value())).unwrap();
+        let left =
+            bincode::serialize(&(src.id(), direction, label_from, usize::min_value())).unwrap();
+        let right =
+            bincode::serialize(&(src.id(), direction, label_to, usize::max_value())).unwrap();
 
-//        println!("{:#?}", left);
-//        println!("{:#?}", right);
+        //        println!("{:#?}", left);
+        //        println!("{:#?}", right);
         //println!("{:#?}", left..right);
 
         let limit = match scan_limit {
@@ -1067,10 +1075,12 @@ impl<Id: IdType + Serialize + DeserializeOwned, EL: Hash + Eq + Serialize + Dese
             } else {
                 let mut pairs_parsed = Vec::new();
                 for kv_pair in kv_pairs {
-                    let key_parsed: (Id, bool, usize, Id) = bincode::deserialize(kv_pair.key().into())?;
+                    let key_parsed: (Id, bool, usize, Id) =
+                        bincode::deserialize(kv_pair.key().into())?;
                     let label_id = key_parsed.2;
                     let label = self.label_map.get_item(label_id).unwrap();
-                    let key:(Id, bool, &EL, Id) = (key_parsed.0, key_parsed.1, label, key_parsed.3);
+                    let key: (Id, bool, &EL, Id) =
+                        (key_parsed.0, key_parsed.1, label, key_parsed.3);
                     let value_parsed: JsonValue = from_slice(kv_pair.value().into())?;
                     pairs_parsed.push((key, value_parsed));
                 }
@@ -1080,7 +1090,6 @@ impl<Id: IdType + Serialize + DeserializeOwned, EL: Hash + Eq + Serialize + Dese
     }
 }
 
-
 //impl <Id: IdType, EL: Hash + Eq>PrefixScan for Client {
 //    fn prefix_scan(&self, id_bytes: Vec<u8>) -> impl Future<Output = Result<Vec<_>>> {
 //        let src_id: (Id, EL) = bincode::deserialize(id_bytes.into())?;

From 5999a18eb3823ace5a36300f94be79d6b29e3314 Mon Sep 17 00:00:00 2001
From: Katherine2013 <18604273487@qq.com>
Date: Sun, 29 Mar 2020 16:53:54 +0800
Subject: [PATCH 390/391] Add: a prefix scan function to get neighbors

---
 Cargo.toml                    |  3 +-
 src/property/tikv_property.rs | 85 +++++++----------------------------
 2 files changed, 18 insertions(+), 70 deletions(-)

diff --git a/Cargo.toml b/Cargo.toml
index 1501cbd4..6537d375 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -29,7 +29,8 @@ fxhash = "0.2.1"
 rocksdb = "0.12.2"
 lru = "0.1.15"
 scoped_threadpool = "0.1.9"
-tikv-client = { git = "https://github.com/tikv/client-rust.git" }
+# tikv-client = { git = "https://github.com/tikv/client-rust.git" }
+tikv-client = { git = "https://github.com/tz70s/client-rust.git", branch = "fix-raw-scan-range" }
 futures-preview = { version = "0.3.0-alpha.17", features = ["compat"] }
 walkdir = "2.0.0"
 tokio = "=0.2.13"
diff --git a/src/property/tikv_property.rs b/src/property/tikv_property.rs
index 8e0463e6..f5fb2d26 100644
--- a/src/property/tikv_property.rs
+++ b/src/property/tikv_property.rs
@@ -47,17 +47,14 @@ use indexmap::IndexSet;
 use std::iter::FromIterator;
 
 use crate::generic::{MapTrait, MutMapTrait};
-//use crate::io::{Deserialize, Serialize};
+
 use crate::generic;
 use crate::io::Deserialize;
 use crate::map::{SetMap, VecMap};
 
-//use core::fmt::Display;
-//use futures::core_reexport::fmt::Display;
-//use serde::export::fmt::Display;
+
 use std::fmt::{Debug, Display};
 
-const MAX_PREFIX_SCAN_LIMIT: u32 = 10240;
 
 pub struct TikvProperty<EL: Hash + Eq + Serialize + DeserializeOwned> {
     node_client: Client,
@@ -523,6 +520,7 @@ impl<Id: IdType + Serialize + DeserializeOwned, EL: Hash + Eq + Serialize + Dese
         //self.insert_labeled_edge_raw(src, dst, label, direction, prop);
 
         let id_bytes = bincode::serialize(&(src, direction, label_id, dst))?;
+        println!("{:#?}", id_bytes);
 
         let value = self.get_edge_property_all(src, dst)?;
 
@@ -612,6 +610,7 @@ mod test {
     const NODE_PD_SERVER_ADDR: &str = "127.0.0.1:2379";
     const EDGE_PD_SERVER_ADDR: &str = "127.0.0.1:2379";
 
+
     #[test]
     fn test_find_neighbors() {
         let mut graph = TikvProperty::new(
@@ -642,14 +641,18 @@ mod test {
             .insert_labeled_edge_raw(9u32, 6u32, 3, true, raw_prop3)
             .unwrap();
 
-        let pairs_parsed = graph.find_neighbors(8u32, true, Some(1), Some(10)).unwrap();
+        let pairs_parsed = graph.find_neighbors(8u32, true, None, Some(4)).unwrap();
+
 
         let mut expected_result = Vec::new();
-        // expected_result.push(((8u32, true, &1, 4u32),json!({"edge":"eight to four,label one"})));
         expected_result.push((
             (8u32, true, &1, 4u32),
             json!({"edge":"eight to four,label one"}),
         ));
+        expected_result.push((
+            (8u32, true, &2, 5u32),
+            json!({"edge":"eight to five,label two"}),
+        ));
 
         assert_eq!(Some(expected_result), pairs_parsed);
     }
@@ -1006,7 +1009,7 @@ mod test {
 
 pub trait PrefixScan<
     Id: IdType + Serialize + DeserializeOwned,
-    EL: Hash + Eq + Serialize + DeserializeOwned + Display + Debug,
+    EL: Hash + Eq + Serialize + DeserializeOwned,
     LabelId: IdType = Id,
 >
 {
@@ -1022,7 +1025,7 @@ pub trait PrefixScan<
 
 impl<
         Id: IdType + Serialize + DeserializeOwned,
-        EL: Hash + Eq + Serialize + DeserializeOwned + Display + Debug,
+        EL: Hash + Eq + Serialize + DeserializeOwned,
     > PrefixScan<Id, EL> for TikvProperty<EL>
 {
     fn find_neighbors(
@@ -1035,9 +1038,6 @@ impl<
         // if there's any, find certain labeled edges, or search through all labels.
         let (label_from, label_to) = if let Some(label) = label {
             let id = self.label_map.find_index(&label);
-            //            println!("{:#?}", id);
-            //            let label = self.label_map.get_item(id.unwrap());
-            //            println!("{:#?}", label);
             if id == None {
                 // Some(label).expect("There's no such label in the record!");
                 return Err(PropertyError::NoLabelInMapError);
@@ -1047,17 +1047,10 @@ impl<
             (0, self.label_map.len())
         };
 
-        //        println!("{:#?}", label_from);
-        //        println!("{:#?}", label_to);
-        // TODO: is usize range available?
         let left =
-            bincode::serialize(&(src.id(), direction, label_from, usize::min_value())).unwrap();
+            bincode::serialize(&(src, direction, label_from, usize::min_value())).unwrap();
         let right =
-            bincode::serialize(&(src.id(), direction, label_to, usize::max_value())).unwrap();
-
-        //        println!("{:#?}", left);
-        //        println!("{:#?}", right);
-        //println!("{:#?}", left..right);
+            bincode::serialize(&(src, direction, label_to, usize::max_value())).unwrap();
 
         let limit = match scan_limit {
             Some(limit) => limit,
@@ -1066,8 +1059,8 @@ impl<
 
         let client = self.edge_client.clone();
         block_on(async {
-            //let client = RawClient::new(Config::default()).unwrap();
             let inclusive_range = left..=right;
+
             let req = client.scan(inclusive_range.to_owned(), limit);
             let kv_pairs = req.await?;
             if kv_pairs.is_empty() {
@@ -1090,50 +1083,4 @@ impl<
     }
 }
 
-//impl <Id: IdType, EL: Hash + Eq>PrefixScan for Client {
-//    fn prefix_scan(&self, id_bytes: Vec<u8>) -> impl Future<Output = Result<Vec<_>>> {
-//        let src_id: (Id, EL) = bincode::deserialize(id_bytes.into())?;
-//
-//        let client = self.edge_client.qwclone();
-//        let result: Vec<KvPair> = client.scan("".to_owned().., 2).await.unwrap();
-//
-//        let edges: Vec<_> = Iter::new(Box::new(result.into_iter().map(|pair| {
-//            let (id_bytes, value_bytes) = (pair.key(), pair.value());
-//            let edges: (Id, Id, EL, bool) = bincode::deserialize(id_bytes.into())?;
-//            Ok(edges)
-//        })));
-//
-//        let neighbors = edges.into_iter().map(|edge| edge[1]).collect();
-//
-//        for edge in edges match src_id[0] == edge[1] {
-//            //match the src
-//            //Ok(edge_src_id) => {}
-//            Ok(src_id) => neignbors.push(edge_src_ids[1]),
-//            Err(_0) => {}
-//            _ => {}
-//        };
-//
-//        neighbors
-//    }
-//}
-
-//pub fn new_raw_prefix_scan_request(
-//    prefix: Vec<u8>,
-//    //limit: u32,
-//    //key_only: bool,
-//    cf: Option<ColumnFamily>,
-//) -> kvrpcpb::RawScanRequest {
-//    let limit = bincode::SizeLimit::Bounded(20);
-//    let decoded: decoded_keys = bincode::deserialize(&id_bytes[..]).unwrap();
-//
-//    //let (start_key, end_key) = range.into().into_keys();
-//
-//    let mut req = kvrpcpb::RawScanRequest::default();
-//    req.set_start_key(start_key.into());
-//    req.set_end_key(end_key.unwrap_or_default().into());
-//    req.set_limit(limit);
-//    //req.set_key_only(key_only);
-//    req.maybe_set_cf(cf);
-//
-//    req
-//}
+

From c966b15f537d7c108df4ada236e3238c6742adc9 Mon Sep 17 00:00:00 2001
From: Katherine2013 <18604273487@qq.com>
Date: Tue, 14 Apr 2020 18:47:24 +0800
Subject: [PATCH 391/391] Add: a data loader from .csv file to tikv

---
 examples/graph_to_tikv.rs     |   7 +-
 src/io/csv/reader.rs          |   3 +-
 src/io/read_graph.rs          |   2 +-
 src/lib.rs                    |   1 +
 src/property/mod.rs           |   5 ++
 src/property/tikv_property.rs | 136 +++++++++++++++++++++++++++++++++-
 tidb-lightning.toml           |  24 ++++++
 tikv-importer.toml            |  57 ++++++++++++++
 8 files changed, 230 insertions(+), 5 deletions(-)
 create mode 100644 tidb-lightning.toml
 create mode 100644 tikv-importer.toml

diff --git a/examples/graph_to_tikv.rs b/examples/graph_to_tikv.rs
index 780c132d..89e57ed3 100644
--- a/examples/graph_to_tikv.rs
+++ b/examples/graph_to_tikv.rs
@@ -14,8 +14,11 @@ use tempfile::TempDir;
 use tikv_client::raw::Client;
 use tikv_client::Config;
 
-const NODE_PD_SERVER_ADDR: &str = "192.168.2.2:2379";
-const EDGE_PD_SERVER_ADDR: &str = "192.168.2.7:2379";
+//const NODE_PD_SERVER_ADDR: &str = "192.168.2.2:2379";
+//const EDGE_PD_SERVER_ADDR: &str = "192.168.2.7:2379";
+
+const NODE_PD_SERVER_ADDR: &str = "127.0.0.1:2379";
+const EDGE_PD_SERVER_ADDR: &str = "127.0.0.1:2379";
 
 fn main() {
     //Construct test csv files
diff --git a/src/io/csv/reader.rs b/src/io/csv/reader.rs
index 513e80dc..531e0acb 100644
--- a/src/io/csv/reader.rs
+++ b/src/io/csv/reader.rs
@@ -128,13 +128,14 @@ where
     for<'de> EL: Deserialize<'de>,
 {
     fn get_node_iter(&self, idx: usize) -> Option<Iter<(Id, Option<NL>)>> {
+        // get specific node_id
         let node_file = self.path_to_nodes.get(idx).cloned();
         let has_headers = self.has_headers;
         let is_flexible = self.is_flexible;
         let separator = self.separator;
 
         node_file
-            .map(move |path_to_nodes| {
+            .map(move |path_to_nodes| { // move: transfer ownership of value
                 let path_str = path_to_nodes.to_str().unwrap().to_owned();
                 let rdr = ReaderBuilder::new()
                     .has_headers(has_headers)
diff --git a/src/io/read_graph.rs b/src/io/read_graph.rs
index c8b54c1e..27528bf9 100644
--- a/src/io/read_graph.rs
+++ b/src/io/read_graph.rs
@@ -83,7 +83,7 @@ where
 {
     fn read<G: MutGraphTrait<Id, NL, EL, L>, L: IdType>(&self, g: &mut G) {
         for (n, label) in self.node_iter() {
-            g.add_node(n, label);
+            g.add_node(n, label); // store graph info from the CSVReader
         }
 
         for (s, d, label) in self.edge_iter() {
diff --git a/src/lib.rs b/src/lib.rs
index 16552566..3983a45d 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -19,6 +19,7 @@
  * under the License.
  */
 #![feature(async_await)]
+#![feature(in_band_lifetimes)]
 
 extern crate bincode;
 extern crate counter;
diff --git a/src/property/mod.rs b/src/property/mod.rs
index abef67d4..eeebd6b4 100644
--- a/src/property/mod.rs
+++ b/src/property/mod.rs
@@ -36,6 +36,9 @@ use serde::Serialize;
 use serde_json::Value as JsonValue;
 use std::hash::Hash;
 
+//use std::path::{Path, PathBuf};
+
+
 pub trait ExtendTikvEdgeTrait<
     Id: IdType + Serialize + DeserializeOwned,
     EL: Hash + Eq + Serialize + DeserializeOwned,
@@ -223,3 +226,5 @@ impl From<()> for PropertyError {
         PropertyError::UnknownError
     }
 }
+
+
diff --git a/src/property/tikv_property.rs b/src/property/tikv_property.rs
index f5fb2d26..b38ccd4f 100644
--- a/src/property/tikv_property.rs
+++ b/src/property/tikv_property.rs
@@ -49,13 +49,18 @@ use std::iter::FromIterator;
 use crate::generic::{MapTrait, MutMapTrait};
 
 use crate::generic;
-use crate::io::Deserialize;
+use crate::io::{Deserialize, ReadGraphTo, GraphLoader};
 use crate::map::{SetMap, VecMap};
 
+use std::path::{Path, PathBuf};
+use crate::io::ReadGraph;
+use crate::io::CSVReader;
+use crate::io::tikv::tikv_loader::TikvLoader;
 
 use std::fmt::{Debug, Display};
 
 
+
 pub struct TikvProperty<EL: Hash + Eq + Serialize + DeserializeOwned> {
     node_client: Client,
     edge_client: Client,
@@ -604,12 +609,92 @@ mod test {
 
     use super::*;
     use serde_json::json;
+    use tempfile::TempDir;
+    use crate::DiGraphMap;
+    use crate::generic::MutGraphTrait;
+    use crate::io::write_to_csv;
+    use serde_cbor::{to_vec, ObjectKey, Value};
 
     //    const NODE_PD_SERVER_ADDR: &str = "59.78.194.63:2379";
     //    const EDGE_PD_SERVER_ADDR: &str = "59.78.194.63:2379";
     const NODE_PD_SERVER_ADDR: &str = "127.0.0.1:2379";
     const EDGE_PD_SERVER_ADDR: &str = "127.0.0.1:2379";
 
+    #[test]
+    fn test_load_graph_to_tikv() {
+        //Construct test csv files
+        let tmp_dir = TempDir::new().unwrap();
+        let tmp_dir_path = tmp_dir.path();
+
+        let mut g = DiGraphMap::<&str>::new();
+
+        // node: (id, label)
+        // edge: (id, id ,label)
+        g.add_node(0, Some("n0"));
+        g.add_node(1, Some("n1"));
+        g.add_node(2, Some("n2"));
+
+        g.add_edge(0, 1, Some("e0"));
+        g.add_edge(0, 2, Some("e1"));
+        g.add_edge(1, 0, Some("e2"));
+        let path_to_nodes = tmp_dir_path.join("nodes_1.csv");
+        let path_to_edges = tmp_dir_path.join("edges_1.csv");
+        assert!(write_to_csv(&g, &path_to_nodes, &path_to_edges).is_ok());
+
+        let tikv_loader = TikvLoader::new(
+            Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()]),
+            Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()]),
+            true,
+        );
+
+        // our function
+        let data_loader = DataLoader::new(
+            tikv_loader,
+            vec![path_to_nodes],
+            vec![path_to_edges],
+            true,
+            true,
+            true,
+            1,
+            10,
+        );
+
+        data_loader.load_graph_to_tikv();
+
+        block_on(async {
+            let client = Client::new(Config::new(vec![NODE_PD_SERVER_ADDR.to_owned()])).unwrap();
+            let _node = client
+                .get(bincode::serialize(&0).unwrap())
+                .await
+                .expect("Get node info failed!");
+//            println!("Node0 from tikv: {:?}", _node);
+            match _node {
+                Some(value_bytes) => {
+                    let bytes: Vec<u8> = value_bytes.into();
+                    let empty_map: BTreeMap<ObjectKey, Value> = BTreeMap::new();
+                    assert_eq!(bytes, to_vec(&(Some("n0"), empty_map)).unwrap());
+                }
+                None => assert!(false),
+                _ => {}
+            }
+
+            let client = Client::new(Config::new(vec![EDGE_PD_SERVER_ADDR.to_owned()])).unwrap();
+            let _edge = client
+                .get(bincode::serialize(&(0, 1)).unwrap())
+                .await
+                .expect("Get edge info failed!");
+//            println!("Edge(0,1) from tikv: {:?}", _edge);
+            match _edge {
+                Some(value_bytes) => {
+                    let bytes: Vec<u8> = value_bytes.into();
+                    let empty_map: BTreeMap<ObjectKey, Value> = BTreeMap::new();
+                    assert_eq!(bytes, to_vec(&(Some("e0"), empty_map)).unwrap());
+                }
+                None => assert!(false),
+                _ => {}
+            }
+        });
+    }
 
     #[test]
     fn test_find_neighbors() {
@@ -1084,3 +1169,52 @@ impl<
 }
 
 
+/// store the graph(.csv) into TiKV.
+pub struct DataLoader {
+    path_to_nodes: Vec<PathBuf>,
+    path_to_edges: Vec<PathBuf>,
+    is_directed: bool,
+//    separator: u8,
+    has_headers: bool,
+    is_flexible: bool,
+    thread_cnt: usize,
+    batch_size: usize,
+    tikv_loader: TikvLoader,
+}
+
+impl DataLoader {
+    pub fn new(
+        tikv_loader: TikvLoader,
+        path_to_nodes: Vec<PathBuf>,
+        path_to_edges: Vec<PathBuf>,
+        is_directed: bool,
+        has_headers: bool,
+        is_flexible: bool,
+        thread_cnt: usize,
+        batch_size: usize) -> Self {
+        DataLoader {
+            tikv_loader,
+            path_to_nodes,
+            path_to_edges,
+            is_directed,
+            has_headers,
+            is_flexible,
+            thread_cnt,
+            batch_size,
+        }
+    }
+
+    fn load_graph_to_tikv(&self)
+        -> Result<(), PropertyError> {
+        // send file address into reader
+        let reader = CSVReader::<u32, String, String>::new(
+            self.path_to_nodes.clone(),
+            self.path_to_edges.clone())
+            .headers(self.has_headers)
+            .flexible(self.is_flexible);
+        // 2. load .csv files into tikv
+        self.tikv_loader.load(&reader, self.thread_cnt, self.batch_size);
+
+        Ok(())
+    }
+}
diff --git a/tidb-lightning.toml b/tidb-lightning.toml
new file mode 100644
index 00000000..740c87e7
--- /dev/null
+++ b/tidb-lightning.toml
@@ -0,0 +1,24 @@
+[mydumper.csv]
+# 字段分隔符，必须为 ASCII 字符。
+separator = ','
+
+# 引用定界符，可以为 ASCII 字符或空字符。
+delimiter = '"'
+
+# CSV 文件是否包含表头。
+# 如果为 true，首行将会被跳过。
+header = true
+
+# CSV 是否包含 NULL。
+# 如果为 true，CSV 文件的任何列都不能解析为 NULL。
+not-null = false
+
+# 如果 `not-null` 为 false（即 CSV 可以包含 NULL），
+# 为以下值的字段将会被解析为 NULL。
+null = '\N'
+
+# 是否解析字段内的反斜线转义符。
+backslash-escape = true
+
+# 是否移除以分隔符结束的行。
+trim-last-separator = false
\ No newline at end of file
diff --git a/tikv-importer.toml b/tikv-importer.toml
new file mode 100644
index 00000000..6a34b4c2
--- /dev/null
+++ b/tikv-importer.toml
@@ -0,0 +1,57 @@
+# TiKV Importer 配置文件模版
+
+# 日志文件。
+log-file = "tikv-importer.log"
+# 日志等级：trace、debug、info、warn、error、off。
+log-level = "info"
+
+[server]
+# tikv-importer 监听的地址，tidb-lightning 需要连到这个地址进行数据写入。
+addr = "127.0.0.1:8287"
+
+[metric]
+# 给 Prometheus 客户端的推送任务名称。
+job = "tikv-importer"
+# 给 Prometheus 客户端的推送间隔。
+interval = "15s"
+# Prometheus Pushgateway 地址。
+address = ""
+
+[import]
+# 存储引擎文档 (engine file) 的文件夹路径。
+import-dir = "/mnt/ssd/data.import/"
+
+
+
+
+
+
+
+
+
+[lightning]
+
+# 转换数据的并发数，默认为逻辑 CPU 数量，不需要配置。
+# 混合部署的情况下可以配置为逻辑 CPU 的 75% 大小。
+# region-concurrency =
+
+# 日志
+level = "info"
+file = "tidb-lightning.log"
+
+[tikv-importer]
+# tikv-importer 的监听地址，需改成 tikv-importer 服务器的实际地址。
+addr = "127.0.0.1:8287"
+
+[mydumper]
+# Mydumper 源数据目录。
+data-source-dir = "/home/aida/Downloads/tidb/tidb-latest-linux-amd64/tidb-toolkit-v3.0.0-linux-amd64/data/my_database"
+
+[tidb]
+# 目标集群的信息。tidb-server 的监听地址，填一个即可。
+host = "127.0.0.1"
+port = 4000
+user = "root"
+password = ""
+# 表架构信息在从 TiDB 的“状态端口”获取。
+status-port = 10080
\ No newline at end of file