langchain/libs/partners/openai/tests/unit_tests/test_secrets.py

from typing import Type, cast

import pytest
from langchain_core.load import dumpd
from langchain_core.pydantic_v1 import SecretStr
from pytest import CaptureFixture, MonkeyPatch

from langchain_openai import (
    AzureChatOpenAI,
    AzureOpenAI,
    AzureOpenAIEmbeddings,
    ChatOpenAI,
    OpenAI,
    OpenAIEmbeddings,
)


def test_chat_openai_secrets() -> None:
    o = ChatOpenAI(openai_api_key="foo")
    s = str(o)
    assert "foo" not in s


def test_openai_secrets() -> None:
    o = OpenAI(openai_api_key="foo")
    s = str(o)
    assert "foo" not in s


def test_openai_embeddings_secrets() -> None:
    o = OpenAIEmbeddings(openai_api_key="foo")
    s = str(o)
    assert "foo" not in s


def test_azure_chat_openai_secrets() -> None:
    o = AzureChatOpenAI(
        openai_api_key="foo1",
        azure_endpoint="endpoint",
        azure_ad_token="foo2",
        api_version="version",
    )
    s = str(o)
    assert "foo1" not in s
    assert "foo2" not in s


def test_azure_openai_secrets() -> None:
    o = AzureOpenAI(
        openai_api_key="foo1",
        azure_endpoint="endpoint",
        azure_ad_token="foo2",
        api_version="version",
    )
    s = str(o)
    assert "foo1" not in s
    assert "foo2" not in s


def test_azure_openai_embeddings_secrets() -> None:
    o = AzureOpenAIEmbeddings(
        openai_api_key="foo1",
        azure_endpoint="endpoint",
        azure_ad_token="foo2",
        api_version="version",
    )
    s = str(o)
    assert "foo1" not in s
    assert "foo2" not in s


@pytest.mark.parametrize(
    "model_class", [AzureChatOpenAI, AzureOpenAI, AzureOpenAIEmbeddings]
)
def test_azure_openai_api_key_is_secret_string(model_class: Type) -> None:
    """Test that the API key is stored as a SecretStr."""
    model = model_class(
        openai_api_key="secret-api-key",
        azure_endpoint="endpoint",
        azure_ad_token="secret-ad-token",
        api_version="version",
    )
    assert isinstance(model.openai_api_key, SecretStr)
    assert isinstance(model.azure_ad_token, SecretStr)


@pytest.mark.parametrize(
    "model_class", [AzureChatOpenAI, AzureOpenAI, AzureOpenAIEmbeddings]
)
def test_azure_openai_api_key_masked_when_passed_from_env(
    model_class: Type, monkeypatch: MonkeyPatch, capsys: CaptureFixture
) -> None:
    """Test that the API key is masked when passed from an environment variable."""
    monkeypatch.setenv("AZURE_OPENAI_API_KEY", "secret-api-key")
    monkeypatch.setenv("AZURE_OPENAI_AD_TOKEN", "secret-ad-token")
    model = model_class(azure_endpoint="endpoint", api_version="version")
    print(model.openai_api_key, end="")  # noqa: T201
    captured = capsys.readouterr()

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

    print(model.azure_ad_token, end="")  # noqa: T201
    captured = capsys.readouterr()

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


@pytest.mark.parametrize(
    "model_class", [AzureChatOpenAI, AzureOpenAI, AzureOpenAIEmbeddings]
)
def test_azure_openai_api_key_masked_when_passed_via_constructor(
    model_class: Type, capsys: CaptureFixture
) -> None:
    """Test that the API key is masked when passed via the constructor."""
    model = model_class(
        openai_api_key="secret-api-key",
        azure_endpoint="endpoint",
        azure_ad_token="secret-ad-token",
        api_version="version",
    )
    print(model.openai_api_key, end="")  # noqa: T201
    captured = capsys.readouterr()

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

    print(model.azure_ad_token, end="")  # noqa: T201
    captured = capsys.readouterr()

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


@pytest.mark.parametrize(
    "model_class", [AzureChatOpenAI, AzureOpenAI, AzureOpenAIEmbeddings]
)
def test_azure_openai_uses_actual_secret_value_from_secretstr(
    model_class: Type,
) -> None:
    """Test that the actual secret value is correctly retrieved."""
    model = model_class(
        openai_api_key="secret-api-key",
        azure_endpoint="endpoint",
        azure_ad_token="secret-ad-token",
        api_version="version",
    )
    assert cast(SecretStr, model.openai_api_key).get_secret_value() == "secret-api-key"
    assert cast(SecretStr, model.azure_ad_token).get_secret_value() == "secret-ad-token"


@pytest.mark.parametrize("model_class", [ChatOpenAI, OpenAI, OpenAIEmbeddings])
def test_openai_api_key_is_secret_string(model_class: Type) -> None:
    """Test that the API key is stored as a SecretStr."""
    model = model_class(openai_api_key="secret-api-key")
    assert isinstance(model.openai_api_key, SecretStr)


@pytest.mark.parametrize("model_class", [ChatOpenAI, OpenAI, OpenAIEmbeddings])
def test_openai_api_key_masked_when_passed_from_env(
    model_class: Type, monkeypatch: MonkeyPatch, capsys: CaptureFixture
) -> None:
    """Test that the API key is masked when passed from an environment variable."""
    monkeypatch.setenv("OPENAI_API_KEY", "secret-api-key")
    model = model_class()
    print(model.openai_api_key, end="")  # noqa: T201
    captured = capsys.readouterr()

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


@pytest.mark.parametrize("model_class", [ChatOpenAI, OpenAI, OpenAIEmbeddings])
def test_openai_api_key_masked_when_passed_via_constructor(
    model_class: Type, capsys: CaptureFixture
) -> None:
    """Test that the API key is masked when passed via the constructor."""
    model = model_class(openai_api_key="secret-api-key")
    print(model.openai_api_key, end="")  # noqa: T201
    captured = capsys.readouterr()

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


@pytest.mark.parametrize("model_class", [ChatOpenAI, OpenAI, OpenAIEmbeddings])
def test_openai_uses_actual_secret_value_from_secretstr(model_class: Type) -> None:
    """Test that the actual secret value is correctly retrieved."""
    model = model_class(openai_api_key="secret-api-key")
    assert cast(SecretStr, model.openai_api_key).get_secret_value() == "secret-api-key"


@pytest.mark.parametrize("model_class", [AzureChatOpenAI, AzureOpenAI])
def test_azure_serialized_secrets(model_class: Type) -> None:
    """Test that the actual secret value is correctly retrieved."""
    model = model_class(
        openai_api_key="secret-api-key", api_version="foo", azure_endpoint="foo"
    )
    serialized = dumpd(model)
    assert serialized["kwargs"]["openai_api_key"]["id"] == ["AZURE_OPENAI_API_KEY"]

    model = model_class(
        azure_ad_token="secret-token", api_version="foo", azure_endpoint="foo"
    )
    serialized = dumpd(model)
    assert serialized["kwargs"]["azure_ad_token"]["id"] == ["AZURE_OPENAI_AD_TOKEN"]