langchain/libs/community/tests/unit_tests/chat_models/test_baichuan.py

from typing import cast

import pytest
from langchain_core.messages import (
    AIMessage,
    AIMessageChunk,
    ChatMessage,
    FunctionMessage,
    HumanMessage,
    HumanMessageChunk,
    SystemMessage,
)
from langchain_core.pydantic_v1 import SecretStr
from pytest import CaptureFixture, MonkeyPatch

from langchain_community.chat_models.baichuan import (
    ChatBaichuan,
    _convert_delta_to_message_chunk,
    _convert_dict_to_message,
    _convert_message_to_dict,
    _signature,
)


def test__convert_message_to_dict_human() -> None:
    message = HumanMessage(content="foo")
    result = _convert_message_to_dict(message)
    expected_output = {"role": "user", "content": "foo"}
    assert result == expected_output


def test__convert_message_to_dict_ai() -> None:
    message = AIMessage(content="foo")
    result = _convert_message_to_dict(message)
    expected_output = {"role": "assistant", "content": "foo"}
    assert result == expected_output


def test__convert_message_to_dict_system() -> None:
    message = SystemMessage(content="foo")
    with pytest.raises(TypeError) as e:
        _convert_message_to_dict(message)
    assert "Got unknown type" in str(e)


def test__convert_message_to_dict_function() -> None:
    message = FunctionMessage(name="foo", content="bar")
    with pytest.raises(TypeError) as e:
        _convert_message_to_dict(message)
    assert "Got unknown type" in str(e)


def test__convert_dict_to_message_human() -> None:
    message_dict = {"role": "user", "content": "foo"}
    result = _convert_dict_to_message(message_dict)
    expected_output = HumanMessage(content="foo")
    assert result == expected_output


def test__convert_dict_to_message_ai() -> None:
    message_dict = {"role": "assistant", "content": "foo"}
    result = _convert_dict_to_message(message_dict)
    expected_output = AIMessage(content="foo")
    assert result == expected_output


def test__convert_dict_to_message_other_role() -> None:
    message_dict = {"role": "system", "content": "foo"}
    result = _convert_dict_to_message(message_dict)
    expected_output = ChatMessage(role="system", content="foo")
    assert result == expected_output


def test__convert_delta_to_message_assistant() -> None:
    delta = {"role": "assistant", "content": "foo"}
    result = _convert_delta_to_message_chunk(delta, AIMessageChunk)
    expected_output = AIMessageChunk(content="foo")
    assert result == expected_output


def test__convert_delta_to_message_human() -> None:
    delta = {"role": "user", "content": "foo"}
    result = _convert_delta_to_message_chunk(delta, HumanMessageChunk)
    expected_output = HumanMessageChunk(content="foo")
    assert result == expected_output


def test__signature() -> None:
    secret_key = SecretStr("YOUR_SECRET_KEY")

    result = _signature(
        secret_key=secret_key,
        payload={
            "model": "Baichuan2-53B",
            "messages": [{"role": "user", "content": "Hi"}],
        },
        timestamp=1697734335,
    )

    # The signature was generated by the demo provided by Baichuan.
    # https://platform.baichuan-ai.com/docs/api#4
    expected_output = "24a50b2db1648e25a244c67c5ab57d3f"
    assert result == expected_output


def test_baichuan_key_masked_when_passed_from_env(
    monkeypatch: MonkeyPatch, capsys: CaptureFixture
) -> None:
    """Test initialization with an API key provided via an env variable"""
    monkeypatch.setenv("BAICHUAN_API_KEY", "test-api-key")
    monkeypatch.setenv("BAICHUAN_SECRET_KEY", "test-secret-key")

    chat = ChatBaichuan()
    print(chat.baichuan_api_key, end="")
    captured = capsys.readouterr()
    assert captured.out == "**********"

    print(chat.baichuan_secret_key, end="")
    captured = capsys.readouterr()
    assert captured.out == "**********"


def test_baichuan_key_masked_when_passed_via_constructor(
    capsys: CaptureFixture,
) -> None:
    """Test initialization with an API key provided via the initializer"""
    chat = ChatBaichuan(
        baichuan_api_key="test-api-key", baichuan_secret_key="test-secret-key"
    )
    print(chat.baichuan_api_key, end="")
    captured = capsys.readouterr()
    assert captured.out == "**********"

    print(chat.baichuan_secret_key, end="")
    captured = capsys.readouterr()

    assert captured.out == "**********"


def test_uses_actual_secret_value_from_secret_str() -> None:
    """Test that actual secret is retrieved using `.get_secret_value()`."""
    chat = ChatBaichuan(
        baichuan_api_key="test-api-key", baichuan_secret_key="test-secret-key"
    )
    assert cast(SecretStr, chat.baichuan_api_key).get_secret_value() == "test-api-key"
    assert (
        cast(SecretStr, chat.baichuan_secret_key).get_secret_value()
        == "test-secret-key"
    )