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standard-tests: migrate to pytest-recording (#31425)
Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
This commit is contained in:
@@ -6,7 +6,6 @@ from unittest.mock import MagicMock
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import httpx
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import pytest
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import vcr # type: ignore[import-untyped]
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from langchain_core._api import warn_deprecated
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from langchain_core.callbacks import BaseCallbackHandler
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from langchain_core.language_models import BaseChatModel, GenericFakeChatModel
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@@ -31,6 +30,7 @@ from pydantic.v1 import BaseModel as BaseModelV1
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from pydantic.v1 import Field as FieldV1
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from pytest_benchmark.fixture import BenchmarkFixture # type: ignore[import-untyped]
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from typing_extensions import Annotated, TypedDict
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from vcr.cassette import Cassette
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from langchain_tests.unit_tests.chat_models import (
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ChatModelTests,
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@@ -592,7 +592,7 @@ class ChatModelIntegrationTests(ChatModelTests):
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:caption: tests/conftest.py
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import pytest
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from langchain_tests.conftest import YamlGzipSerializer
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from langchain_tests.conftest import CustomPersister, CustomSerializer
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from langchain_tests.conftest import _base_vcr_config as _base_vcr_config
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from vcr import VCR
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@@ -621,24 +621,26 @@ class ChatModelIntegrationTests(ChatModelTests):
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return config
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@pytest.fixture
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def vcr(vcr_config: dict) -> VCR:
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\"\"\"Override the default vcr fixture to include custom serializers\"\"\"
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my_vcr = VCR(**vcr_config)
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my_vcr.register_serializer("yaml.gz", YamlGzipSerializer)
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return my_vcr
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def pytest_recording_configure(config: dict, vcr: VCR) -> None:
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vcr.register_persister(CustomPersister())
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vcr.register_serializer("yaml.gz", CustomSerializer())
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You can inspect the contents of the compressed cassettes (e.g., to
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ensure no sensitive information is recorded) using the serializer:
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ensure no sensitive information is recorded) using
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.. code-block:: bash
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gunzip -k /path/to/tests/cassettes/TestClass_test.yaml.gz
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or by using the serializer:
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.. code-block:: python
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from langchain_tests.conftest import YamlGzipSerializer
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from langchain_tests.conftest import CustomPersister, CustomSerializer
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with open("/path/to/tests/cassettes/TestClass_test.yaml.gz", "r") as f:
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data = f.read()
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YamlGzipSerializer.deserialize(data)
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cassette_path = "/path/to/tests/cassettes/TestClass_test.yaml.gz"
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requests, responses = CustomPersister().load_cassette(path, CustomSerializer())
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3. Run tests to generate VCR cassettes.
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@@ -2826,8 +2828,9 @@ class ChatModelIntegrationTests(ChatModelTests):
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assert isinstance(response, AIMessage)
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@pytest.mark.benchmark
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@pytest.mark.vcr
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def test_stream_time(
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self, model: BaseChatModel, benchmark: BenchmarkFixture, vcr: vcr.VCR
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self, model: BaseChatModel, benchmark: BenchmarkFixture, vcr: Cassette
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) -> None:
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"""Test that streaming does not introduce undue overhead.
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@@ -2857,12 +2860,13 @@ class ChatModelIntegrationTests(ChatModelTests):
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pytest.skip("VCR not set up.")
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def _run() -> None:
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cassette_name = f"{self.__class__.__name__}_test_stream_time"
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with vcr.use_cassette(cassette_name, record_mode="once"):
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for _ in model.stream("Write a story about a cat."):
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pass
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for _ in model.stream("Write a story about a cat."):
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pass
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benchmark(_run)
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if not vcr.responses:
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_run()
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else:
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benchmark(_run)
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def invoke_with_audio_input(self, *, stream: bool = False) -> AIMessage:
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""":private:"""
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