import pytest import threading from typing import Dict, List from opik import dict_utils @pytest.mark.parametrize( ("dict1,dict2,result"), [ ({}, {}, {}), ({"a": {"b": {"c": "c-value"}}}, {}, {"a": {"b": {"c": "c-value"}}}), ({}, {"a": "a-value"}, {"a": "a-value"}), ( {"a": {"b": "b-value"}, "c": "c-value"}, {"a": {"d": "d-value"}}, {"a": {"b": "b-value", "d": "d-value"}, "c": "c-value"}, ), ( {"a": {"b": "b-value"}, "c": "c-value-1"}, {"a": {"d": "d-value"}, "c": "c-value-2"}, {"a": {"b": "b-value", "d": "d-value"}, "c": "c-value-2"}, ), ( {"a": {"b": {"c": "c-value-1"}}}, {"a": {"b": {"c": "c-value-2", "d": "d-value"}}}, {"a": {"b": {"c": "c-value-2", "d": "d-value"}}}, ), ( {"a": {"b": {"c": "c-value-1"}}, "e": {"f": "f-value"}}, {"a": {"b": {"c": "c-value-2", "d": "d-value"}}, "e": "e-value"}, {"a": {"b": {"c": "c-value-2", "d": "d-value"}}, "e": "e-value"}, ), ( {"a": {"b": {"c": "c-value-1"}}, "e": {"f": "f-value"}}, {"a": {"b": {"c": "c-value-2", "d": "d-value"}}, "e": "e-value"}, {"a": {"b": {"c": "c-value-2", "d": "d-value"}}, "e": "e-value"}, ), ], ) def test_deepmerge(dict1, dict2, result): assert dict_utils.deepmerge(dict1, dict2) == result def test_deepmerge__objects_copied_by_reference_only(): unpicklable_object1 = threading.Lock() unpicklable_object2 = threading.Lock() dict1 = {"a": {"l1": unpicklable_object1}} dict2 = {"a": {"l2": unpicklable_object2}} assert dict_utils.deepmerge(dict1, dict2) == { "a": {"l1": unpicklable_object1, "l2": unpicklable_object2} } def test_deepmerge__recursion_limit_exceeded__next_dict_is_treated_as_non_dict_value(): dict1 = {"level1": {"level2": {"level3": {"first-dict-level4": "value"}}}} dict2 = {"level1": {"level2": {"level3": {"second-dict-level4": "value"}}}} assert dict_utils.deepmerge(dict1, dict2, max_depth=2) == { "level1": {"level2": {"level3": {"second-dict-level4": "value"}}} } def test_deepmerge__recursion_limit_not_exceeded__merging_performed_as_usual(): dict1 = {"level1": {"level2": {"level3": {"first-dict-level4": "value"}}}} dict2 = {"level1": {"level2": {"level3": {"second-dict-level4": "value"}}}} assert dict_utils.deepmerge(dict1, dict2, max_depth=10) == { "level1": { "level2": { "level3": {"second-dict-level4": "value", "first-dict-level4": "value"} } } } @pytest.mark.parametrize( "input_dict, keys, expected_subset, expected_remaining", [ # all specified keys are in the dictionary ({"a": 1, "b": 2, "c": 3}, ["a", "c"], {"a": 1, "c": 3}, {"b": 2}), # some keys in the list are not in the dictionary ({"a": 1, "b": 2, "c": 3}, ["a", "d"], {"a": 1}, {"b": 2, "c": 3}), # empty list of keys ({"a": 1, "b": 2, "c": 3}, [], {}, {"a": 1, "b": 2, "c": 3}), # no matching keys in dictionary ({"a": 1, "b": 2, "c": 3}, ["d", "e"], {}, {"a": 1, "b": 2, "c": 3}), # empty input dictionary ({}, ["a", "b"], {}, {}), # all keys in input dictionary ({"a": 1, "b": 2, "c": 3}, ["a", "b", "c"], {"a": 1, "b": 2, "c": 3}, {}), ], ) def test_split_dict_by_keys( input_dict: Dict, keys: List, expected_subset: Dict, expected_remaining: Dict ): subset, remaining = dict_utils.split_dict_by_keys(input_dict, keys) assert subset == expected_subset assert remaining == expected_remaining