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core: improve None value processing in merge_dicts() #17462

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Feb 13, 2024
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6 changes: 2 additions & 4 deletions libs/core/langchain_core/utils/_merge.py
Original file line number Diff line number Diff line change
Expand Up @@ -19,11 +19,9 @@ def merge_dicts(left: Dict[str, Any], right: Dict[str, Any]) -> Dict[str, Any]:
for k, v in right.items():
if k not in merged:
merged[k] = v
elif merged[k] is None and v:
elif v is not None and merged[k] is None:
merged[k] = v
elif v is None:
continue
elif merged[k] == v:
elif v is None or merged[k] == v:
continue
elif type(merged[k]) != type(v):
raise TypeError(
Expand Down
76 changes: 75 additions & 1 deletion libs/core/tests/unit_tests/utils/test_utils.py
Original file line number Diff line number Diff line change
@@ -1,9 +1,12 @@
from typing import Dict, Optional, Tuple, Type
import re
from contextlib import AbstractContextManager, nullcontext
from typing import Dict, Optional, Tuple, Type, Union
from unittest.mock import patch

import pytest

from langchain_core.utils import check_package_version
from langchain_core.utils._merge import merge_dicts


@pytest.mark.parametrize(
Expand All @@ -28,3 +31,74 @@ def test_check_package_version(
else:
with pytest.raises(expected[0], match=expected[1]):
check_package_version(package, **check_kwargs)


@pytest.mark.parametrize(
("left", "right", "expected"),
(
# Merge `None` and `1`.
({"a": None}, {"a": 1}, {"a": 1}),
# Merge `1` and `None`.
({"a": 1}, {"a": None}, {"a": 1}),
# Merge `None` and a value.
({"a": None}, {"a": 0}, {"a": 0}),
({"a": None}, {"a": "txt"}, {"a": "txt"}),
# Merge equal values.
({"a": 1}, {"a": 1}, {"a": 1}),
({"a": 1.5}, {"a": 1.5}, {"a": 1.5}),
({"a": True}, {"a": True}, {"a": True}),
({"a": False}, {"a": False}, {"a": False}),
({"a": "txt"}, {"a": "txt"}, {"a": "txt"}),
({"a": [1, 2]}, {"a": [1, 2]}, {"a": [1, 2]}),
({"a": {"b": "txt"}}, {"a": {"b": "txt"}}, {"a": {"b": "txt"}}),
# Merge strings.
({"a": "one"}, {"a": "two"}, {"a": "onetwo"}),
# Merge dicts.
({"a": {"b": 1}}, {"a": {"c": 2}}, {"a": {"b": 1, "c": 2}}),
(
{"function_call": {"arguments": None}},
{"function_call": {"arguments": "{\n"}},
{"function_call": {"arguments": "{\n"}},
),
# Merge lists.
({"a": [1, 2]}, {"a": [3]}, {"a": [1, 2, 3]}),
({"a": 1, "b": 2}, {"a": 1}, {"a": 1, "b": 2}),
({"a": 1, "b": 2}, {"c": None}, {"a": 1, "b": 2, "c": None}),
#
# Invalid inputs.
#
(
{"a": 1},
{"a": "1"},
pytest.raises(
TypeError,
match=re.escape(
'additional_kwargs["a"] already exists in this message, '
"but with a different type."
),
),
),
(
{"a": (1, 2)},
{"a": (3,)},
pytest.raises(
TypeError,
match=(
"Additional kwargs key a already exists in left dict and value "
"has unsupported type .+tuple.+."
),
),
),
),
)
def test_merge_dicts(
left: dict, right: dict, expected: Union[dict, AbstractContextManager]
) -> None:
if isinstance(expected, AbstractContextManager):
err = expected
else:
err = nullcontext()

with err:
actual = merge_dicts(left, right)
assert actual == expected