From 9827b83b5d5605ea39b4633c95bc0486a7822822 Mon Sep 17 00:00:00 2001
From: enstenr <enstenr@gmail.com>
Date: Mon, 24 Nov 2025 09:58:39 +0000
Subject: [PATCH 1/4]  Fixed broken link

---
 sql.ipynb | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/sql.ipynb b/sql.ipynb
index 281e38b8..13c19086 100644
--- a/sql.ipynb
+++ b/sql.ipynb
@@ -79,7 +79,7 @@
     "\n",
     "Input type can also be specified explicitly by providing a `format`.\n",
     "When being registered, tables can optionally be persisted into memory by passing `persist=True`, which can greatly speed up repeated queries on the same table at the cost of loading the entire table into memory.\n",
-    "For more information, see [Data Loading and Input](https://dask-sql.readthedocs.io/en/latest/pages/data_input.html)."
+    "For more information, see [Data Loading and Input](https://dask-sql.readthedocs.io/en/latest/data_input.html)."
    ]
   },
   {
@@ -473,7 +473,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.12"
+   "version": "3.12.3"
   }
  },
  "nbformat": 4,

From 1fc1f400959fa4d9320108a1aa53ff0ffb0fce62 Mon Sep 17 00:00:00 2001
From: enstenr <enstenr@gmail.com>
Date: Mon, 24 Nov 2025 10:04:30 +0000
Subject: [PATCH 2/4]  Fixed broken link

---
 dataframes/03-from-pandas-to-dask.ipynb | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/dataframes/03-from-pandas-to-dask.ipynb b/dataframes/03-from-pandas-to-dask.ipynb
index 9333436e..b37060c9 100644
--- a/dataframes/03-from-pandas-to-dask.ipynb
+++ b/dataframes/03-from-pandas-to-dask.ipynb
@@ -992,7 +992,7 @@
    "metadata": {},
    "source": [
     "We can do better...   \n",
-    "Using [dask custom aggregation](https://docs.dask.org/en/latest/generated/dask.dataframe.groupby.Aggregation.html) is consideribly better"
+    "Using [dask custom aggregation](https://docs.dask.org/en/stable/generated/dask.dataframe.Aggregation.html) is consideribly better"
    ]
   },
   {
@@ -1206,7 +1206,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.12"
+   "version": "3.12.3"
   },
   "mimetype": "text/x-python",
   "name": "python",

From 589c5a4286787db77d87c55211ffacd86c32b200 Mon Sep 17 00:00:00 2001
From: enstenr <enstenr@gmail.com>
Date: Mon, 24 Nov 2025 18:27:25 +0000
Subject: [PATCH 3/4]  Added example for bag groupby and foldby as requested in
 issue 46

---
 bag.ipynb | 22 +++++++++++++++++++++-
 1 file changed, 21 insertions(+), 1 deletion(-)

diff --git a/bag.ipynb b/bag.ipynb
index 7def4ac6..b27ce93c 100644
--- a/bag.ipynb
+++ b/bag.ipynb
@@ -138,6 +138,26 @@
     "b.count().compute()  # Count total number of records"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "\n",
+    "(b.groupby(lambda record:record[\"occupation\"]).map(lambda kv: ( kv[0], len(kv[1]))).compute()[:10]) # using groupby to count people in each occupation"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "city_counts = b.foldby(key = lambda record:record[\"address\"][\"city\"], binop = lambda acc, record:acc + 1, initial = 0 ) # using foldby to count people living by city\n",
+    "city_counts.take(10)"
+   ]
+  },
   {
    "cell_type": "markdown",
    "metadata": {},
@@ -295,7 +315,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.12"
+   "version": "3.12.3"
   }
  },
  "nbformat": 4,

From acb99bfe5f5056f614a39d9c12affe053fe56da0 Mon Sep 17 00:00:00 2001
From: enstenr <enstenr@gmail.com>
Date: Mon, 24 Nov 2025 18:29:08 +0000
Subject: [PATCH 4/4] Revert " Added example for bag groupby and foldby as
 requested in issue 46"

This reverts commit 589c5a4286787db77d87c55211ffacd86c32b200.
---
 bag.ipynb | 22 +---------------------
 1 file changed, 1 insertion(+), 21 deletions(-)

diff --git a/bag.ipynb b/bag.ipynb
index b27ce93c..7def4ac6 100644
--- a/bag.ipynb
+++ b/bag.ipynb
@@ -138,26 +138,6 @@
     "b.count().compute()  # Count total number of records"
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "\n",
-    "(b.groupby(lambda record:record[\"occupation\"]).map(lambda kv: ( kv[0], len(kv[1]))).compute()[:10]) # using groupby to count people in each occupation"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "city_counts = b.foldby(key = lambda record:record[\"address\"][\"city\"], binop = lambda acc, record:acc + 1, initial = 0 ) # using foldby to count people living by city\n",
-    "city_counts.take(10)"
-   ]
-  },
   {
    "cell_type": "markdown",
    "metadata": {},
@@ -315,7 +295,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.12.3"
+   "version": "3.9.12"
   }
  },
  "nbformat": 4,