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46 changes: 46 additions & 0 deletions tests/llm/test_llm_utils.py
Original file line number Diff line number Diff line change
Expand Up @@ -270,6 +270,52 @@ def test_message_merge_text_image():
assert message["content"][2]["text"] == "This is another test.\nGoodbye, world!"


class FakeLangchainMessage:
def __init__(self, type: str, content: str):
self.type = type
self.content = content


def test_messages_to_dict_dict_and_str():
messages = llm_utils.messages_to_dict(
[{"role": "system", "content": "be nice"}, "a bare string"]
)
assert isinstance(messages, llm_utils.Discussion)
assert messages.messages[0]["role"] == "system"
assert messages.messages[0]["content"] == "be nice"
assert messages.messages[1]["role"] == "<unknown role>"
assert messages.messages[1]["content"] == "a bare string"


def test_messages_to_dict_langchain_with_converter(monkeypatch):
monkeypatch.setattr(llm_utils, "LangchainBaseMessage", FakeLangchainMessage)
monkeypatch.setattr(
llm_utils,
"convert_message_to_dict",
lambda m: {"role": "converted", "content": m.content},
)
messages = llm_utils.messages_to_dict([FakeLangchainMessage("human", "hello")])
assert messages.messages[0]["role"] == "converted"
assert messages.messages[0]["content"] == "hello"


@pytest.mark.parametrize(
"lc_type,expected_role",
[("human", "user"), ("ai", "assistant"), ("system", "system"), ("tool", "tool")],
)
def test_messages_to_dict_langchain_role_map_fallback(monkeypatch, lc_type, expected_role):
monkeypatch.setattr(llm_utils, "LangchainBaseMessage", FakeLangchainMessage)
monkeypatch.setattr(llm_utils, "convert_message_to_dict", None)
messages = llm_utils.messages_to_dict([FakeLangchainMessage(lc_type, "hello")])
assert messages.messages[0]["role"] == expected_role
assert messages.messages[0]["content"] == "hello"


def test_messages_to_dict_unknown_type_raises():
with pytest.raises(ValueError, match="Unknown message type"):
llm_utils.messages_to_dict([object()])


if __name__ == "__main__":
# test_retry_parallel()
# test_rate_limit_max_wait_time()
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