Add support for custom aggregations in search command

cloudinary_cli/core/search.py

@@ -6,6 +6,7 @@
 from cloudinary_cli.utils.json_utils import write_json_to_file, print_json
 from cloudinary_cli.utils.utils import write_json_list_to_csv, confirm_action, whitelist_keys, \
     normalize_list_params
+from cloudinary_cli.utils.search_utils import parse_aggregate
 
 DEFAULT_MAX_RESULTS = 500
 
@@ -100,7 +101,7 @@ def _perform_search(query, with_field, fields, sort_by, aggregate, max_results,
     if sort_by:
         search.sort_by(*sort_by)
     if aggregate:
-        search.aggregate(aggregate)
+        search.aggregate(parse_aggregate(aggregate))
     if next_cursor:
         search.next_cursor(next_cursor)
     if ttl:

cloudinary_cli/utils/search_utils.py

@@ -0,0 +1,163 @@
+import json
+from cloudinary.utils import build_array
+
+
+def parse_aggregate(agg_input):
+    """
+    Parses an aggregator definition or list of definitions into structured aggregator objects.
+
+    Accepts:
+      - Full JSON (if a string starts with '{')
+      - Transformation-style string (if a string contains ':')
+      - Simple aggregate string
+      - A list (or tuple) of any of the above
+
+    :param agg_input: Aggregator definition(s) as a string or list of strings.
+    :type agg_input: str or list or dict
+    :return: List of parsed aggregator objects.
+    :rtype: list
+    """
+    agg_list = build_array(agg_input)
+    parsed_aggregators = []
+
+    for agg in agg_list:
+        if isinstance(agg, str):
+            s = agg.strip()
+
+            if s.startswith("{"):
+                parsed = parse_json_aggregate(s)
+            else:
+                parsed = parse_aggregate_string(s)
+
+            parsed_aggregators.append(parsed)
+        else:
+            parsed_aggregators.append(agg)
+
+    return parsed_aggregators
+
+
+def parse_json_aggregate(s):
+    """
+    Parses a JSON aggregator string.
+
+    :param s: JSON aggregator string.
+    :type s: str
+    :return: Parsed aggregator object.
+    :rtype: dict
+    :raises: ValueError if JSON is invalid or missing the required 'type' key.
+    """
+    try:
+        agg_obj = json.loads(s)
+    except json.JSONDecodeError as e:
+        raise ValueError("Invalid JSON provided for aggregate: " + str(e))
+
+    if not (isinstance(agg_obj, dict) and "type" in agg_obj):
+        raise ValueError("Full JSON aggregate must be an object with a 'type' key.")
+
+    return agg_obj
+
+
+def parse_aggregate_string(s):
+    """
+    Parses a transformation-style aggregator string into a structured aggregator.
+
+    Expected format:
+         "agg_type:range1,range2,..."
+    where each range is in the format "<key>_<from>-<to>".
+
+    If the string does not contain a colon, it is returned as-is.
+
+    :param s: Aggregator string.
+    :type s: str
+    :return: Aggregator object (dict) if colon is present, else the original string.
+    """
+    if ":" not in s:
+        return s
+
+    try:
+        agg_type, range_str = s.split(":", 1)
+    except ValueError:
+        raise ValueError("Aggregator string must contain a colon separating type and ranges.")
+
+    agg_type = agg_type.strip()
+    ranges = []
+
+    for part in range_str.split(","):
+        part = part.strip()
+        if not part:
+            continue
+
+        range_dict = parse_range_definition(part)
+        ranges.append(range_dict)
+
+    result = {"type": agg_type, "ranges": ranges}
+    return result
+
+
+def parse_range_definition(part):
+    """
+    Parses a single range definition in the format "<key>_<range_value>".
+
+    :param part: Range definition string.
+    :type part: str
+    :return: Dict with 'key' and parsed 'from' and/or 'to' values.
+    """
+    if "_" not in part:
+        raise ValueError("Range definition '{}' must contain an underscore separating key and value.".format(part))
+
+    key, value = part.split("_", 1)
+    key = key.strip()
+    value = value.strip()
+
+    if "-" not in value:
+        raise ValueError("Range value in '{}' must contain a dash (-) separating from and to values.".format(part))
+
+    from_val, to_val = parse_range_bounds(value, part)
+    range_dict = {"key": key}
+
+    if from_val is not None:
+        range_dict["from"] = from_val
+
+    if to_val is not None:
+        range_dict["to"] = to_val
+
+    return range_dict
+
+
+def parse_range_bounds(value, part):
+    """
+    Parses a range value in the format "from-to", where either may be omitted.
+    Returns numeric values (int if whole number, else float) or None.
+
+    :param value: Range value string.
+    :type value: str
+    :param part: Original range definition string.
+    :type part: str
+    :return: Tuple (from_val, to_val) as numbers or None.
+    """
+    parts = value.split("-", 1)
+    from_val = parse_numeric_value(parts[0], "from", part)
+    to_val = parse_numeric_value(parts[1], "to", part)
+
+    return from_val, to_val
+
+def parse_numeric_value(value, label, part):
+    """
+    Parses a numeric value (int or float) or returns None if the value is empty.
+
+    :param value: The string to parse.
+    :type value: str
+    :param label: The label ('from' or 'to') for error messages.
+    :type label: str
+    :param part: The original range definition string for error context.
+    :type part: str
+    :return: Parsed numeric value (int or float) or None.
+    :rtype: int, float, or None
+    :raises ValueError: If the value is not a valid number.
+    """
+    value = value.strip() if value else value
+    try:
+        num = float(value) if value else None
+        return int(num) if num is not None and num.is_integer() else num
+    except ValueError:
+        raise ValueError(f"Invalid numeric value for '{label}' in range '{part}'.")

test/test_search_utils.py

@@ -0,0 +1,170 @@
+import unittest
+from cloudinary_cli.utils.search_utils import (
+    parse_aggregate,
+    parse_json_aggregate,
+    parse_aggregate_string,
+    parse_range_definition,
+    parse_range_bounds
+)
+
+
+class TestAggregateParsing(unittest.TestCase):
+
+    # --- Tests for parse_json_aggregate ---
+
+    def test_parse_json_aggregate_valid(self):
+        s = '{"type": "bytes", "ranges": [{"key": "tiny", "to": 500}]}'
+        result = parse_json_aggregate(s)
+        expected = {"type": "bytes", "ranges": [{"key": "tiny", "to": 500}]}
+        self.assertEqual(expected, result)
+
+    def test_parse_json_aggregate_invalid_json(self):
+        s = '{"type": "bytes", "ranges": [{"key": "tiny", "to": 500}'  # missing closing ]
+        with self.assertRaises(ValueError):
+            parse_json_aggregate(s)
+
+    def test_parse_json_aggregate_missing_type(self):
+        s = '{"ranges": [{"key": "tiny", "to": 500}]}'
+        with self.assertRaises(ValueError):
+            parse_json_aggregate(s)
+
+    # --- Tests for parse_aggregate_string ---
+
+    def test_parse_aggregate_string_valid(self):
+        s = "bytes:tiny_-500,medium_501-1999,big_2000-"
+        result = parse_aggregate_string(s)
+        expected = {
+            "type": "bytes",
+            "ranges": [
+                {"key": "tiny", "to": 500},
+                {"key": "medium", "from": 501, "to": 1999},
+                {"key": "big", "from": 2000}
+            ]
+        }
+        self.assertEqual(expected, result)
+
+    def test_parse_aggregate_string_no_colon(self):
+        s = "format"
+        result = parse_aggregate_string(s)
+        self.assertEqual(s, result)
+
+    # --- Tests for parse_aggregate (supports list and non-string inputs) ---
+
+    def test_parse_aggregate_simple_string(self):
+        s = "format"
+        result = parse_aggregate(s)
+        self.assertEqual([s], result)
+
+    def test_parse_aggregate_json(self):
+        s = '{"type": "bytes", "ranges": [{"key": "tiny", "to": 500}]}'
+        result = parse_aggregate(s)
+        expected = [{"type": "bytes", "ranges": [{"key": "tiny", "to": 500}]}]
+        self.assertEqual(expected, result)
+
+    def test_parse_aggregate_transformation_string(self):
+        s = "bytes:tiny_-500,medium_501-1999,big_2000-"
+        result = parse_aggregate(s)
+        expected = [{
+            "type": "bytes",
+            "ranges": [
+                {"key": "tiny", "to": 500},
+                {"key": "medium", "from": 501, "to": 1999},
+                {"key": "big", "from": 2000}
+            ]
+        }]
+        self.assertEqual(expected, result)
+
+    def test_parse_aggregate_list_input(self):
+        input_list = [
+            "format",
+            "bytes:tiny_-500,medium_501-1999,big_2000-"
+        ]
+        result = parse_aggregate(input_list)
+        expected = [
+            "format",
+            {
+                "type": "bytes",
+                "ranges": [
+                    {"key": "tiny", "to": 500},
+                    {"key": "medium", "from": 501, "to": 1999},
+                    {"key": "big", "from": 2000}
+                ]
+            }
+        ]
+        self.assertEqual(expected, result)
+
+    def test_parse_aggregate_non_string(self):
+        # If a non-string (e.g. dict) is passed, build_array wraps it, and it is returned as is.
+        d = {"type": "custom", "value": 123}
+        result = parse_aggregate(d)
+        self.assertEqual([d], result)
+
+    # --- Tests for parse_range_definition ---
+
+    def test_parse_range_definition_valid_tiny(self):
+        part = "tiny_-500"
+        result = parse_range_definition(part)
+        expected = {"key": "tiny", "to": 500}
+        self.assertEqual(expected, result)
+
+    def test_parse_range_definition_valid_medium(self):
+        part = "medium_501-1999"
+        result = parse_range_definition(part)
+        expected = {"key": "medium", "from": 501, "to": 1999}
+        self.assertEqual(expected, result)
+
+    def test_parse_range_definition_valid_big(self):
+        part = "big_2000-"
+        result = parse_range_definition(part)
+        expected = {"key": "big", "from": 2000}
+        self.assertEqual(expected, result)
+
+    def test_parse_range_definition_missing_underscore(self):
+        part = "big2000-"
+        with self.assertRaises(ValueError):
+            parse_range_definition(part)
+
+    def test_parse_range_definition_missing_dash(self):
+        part = "big_2000"
+        with self.assertRaises(ValueError):
+            parse_range_definition(part)
+
+    # --- Tests for parse_range_bounds ---
+
+    def test_parse_range_bounds_whole_numbers(self):
+        value = "501-1999"
+        result = parse_range_bounds(value, "test")
+        expected = (501, 1999)
+        self.assertEqual(expected, result)
+
+    def test_parse_range_bounds_floats(self):
+        value = "24.5-29.97"
+        result = parse_range_bounds(value, "test")
+        expected = (24.5, 29.97)
+        self.assertEqual(expected, result)
+
+    def test_parse_range_bounds_empty_from(self):
+        value = "-500"
+        result = parse_range_bounds(value, "test")
+        expected = (None, 500)
+        self.assertEqual(expected, result)
+
+    def test_parse_range_bounds_empty_to(self):
+        value = "2000-"
+        result = parse_range_bounds(value, "test")
+        expected = (2000, None)
+        self.assertEqual(expected, result)
+
+    def test_parse_range_bounds_invalid_from(self):
+        value = "abc-100"
+        with self.assertRaises(ValueError):
+            parse_range_bounds(value, "test")
+
+    def test_parse_range_bounds_invalid_to(self):
+        value = "100-abc"
+        with self.assertRaises(ValueError):
+            parse_range_bounds(value, "test")
+
+
+if __name__ == '__main__':
+    unittest.main()