mirror of
https://github.com/hwchase17/langchain.git
synced 2025-06-22 14:49:29 +00:00
community: Use Blockbuster to detect blocking calls in asyncio during tests (#29609)
Same as https://github.com/langchain-ai/langchain/pull/29043 for langchain-community. **Dependencies:** - blockbuster (test) **Twitter handle:** cbornet_ Co-authored-by: Erick Friis <erick@langchain.dev>
This commit is contained in:
parent
3a57a28daa
commit
30f6c9f5c8
@ -1,10 +1,12 @@
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from __future__ import annotations
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import functools
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from importlib.metadata import version
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from packaging.version import parse
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@functools.cache
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def is_openai_v1() -> bool:
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"""Return whether OpenAI API is v1 or more."""
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_version = parse(version("openai"))
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@ -4,7 +4,7 @@ build-backend = "pdm.backend"
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[project]
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authors = []
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license = {text = "MIT"}
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license = { text = "MIT" }
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requires-python = "<4.0,>=3.9"
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dependencies = [
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"langchain-core<1.0.0,>=0.3.34",
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@ -48,6 +48,7 @@ test = [
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"syrupy<5.0.0,>=4.0.2",
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"requests-mock<2.0.0,>=1.11.0",
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"pytest-xdist<4.0.0,>=3.6.1",
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"blockbuster<1.6,>=1.5.13",
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"cffi<1.17.1; python_version < \"3.10\"",
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"cffi; python_version >= \"3.10\"",
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"langchain-core @ file:///${PROJECT_ROOT}/../core",
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@ -55,13 +56,8 @@ test = [
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"langchain-tests @ file:///${PROJECT_ROOT}/../standard-tests",
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"toml>=0.10.2",
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]
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codespell = [
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"codespell<3.0.0,>=2.2.0",
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]
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test_integration = [
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"pytest-vcr<2.0.0,>=1.0.2",
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"vcrpy<7,>=6",
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]
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codespell = ["codespell<3.0.0,>=2.2.0"]
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test_integration = ["pytest-vcr<2.0.0,>=1.0.2", "vcrpy<7,>=6"]
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lint = [
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"ruff<0.6,>=0.5",
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"cffi<1.17.1; python_version < \"3.10\"",
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@ -1,12 +1,28 @@
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"""Configuration for unit tests."""
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from collections.abc import Iterator
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from importlib import util
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from typing import Dict, Sequence
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import pytest
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from blockbuster import blockbuster_ctx
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from pytest import Config, Function, Parser
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@pytest.fixture(autouse=True)
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def blockbuster() -> Iterator[None]:
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with blockbuster_ctx("langchain_community") as bb:
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(
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bb.functions["os.stat"]
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.can_block_in("langchain_community/utils/openai.py", "is_openai_v1")
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.can_block_in("httpx/_client.py", "_init_transport")
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)
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bb.functions["os.path.abspath"].can_block_in(
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"sqlalchemy/dialects/sqlite/pysqlite.py", "create_connect_args"
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)
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yield
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def pytest_addoption(parser: Parser) -> None:
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"""Add custom command line options to pytest."""
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parser.addoption(
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@ -62,20 +62,31 @@ def set_cache_and_teardown(request: FixtureRequest) -> Generator[None, None, Non
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raise ValueError("Cache not set. This should never happen.")
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async def test_llm_caching() -> None:
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def test_llm_caching() -> None:
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prompt = "How are you?"
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response = "Test response"
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cached_response = "Cached test response"
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llm = FakeListLLM(responses=[response])
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if llm_cache := get_llm_cache():
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# sync test
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llm_cache.update(
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prompt=prompt,
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llm_string=create_llm_string(llm),
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return_val=[Generation(text=cached_response)],
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)
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assert llm.invoke(prompt) == cached_response
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# async test
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else:
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raise ValueError(
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"The cache not set. This should never happen, as the pytest fixture "
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"`set_cache_and_teardown` always sets the cache."
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)
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async def test_llm_caching_async() -> None:
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prompt = "How are you?"
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response = "Test response"
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cached_response = "Cached test response"
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llm = FakeListLLM(responses=[response])
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if llm_cache := get_llm_cache():
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await llm_cache.aupdate(
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prompt=prompt,
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llm_string=create_llm_string(llm),
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@ -110,14 +121,13 @@ def test_old_sqlite_llm_caching() -> None:
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assert llm.invoke(prompt) == cached_response
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async def test_chat_model_caching() -> None:
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def test_chat_model_caching() -> None:
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prompt: List[BaseMessage] = [HumanMessage(content="How are you?")]
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response = "Test response"
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cached_response = "Cached test response"
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cached_message = AIMessage(content=cached_response)
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llm = FakeListChatModel(responses=[response])
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if llm_cache := get_llm_cache():
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# sync test
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llm_cache.update(
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prompt=dumps(prompt),
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llm_string=llm._get_llm_string(),
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@ -126,8 +136,20 @@ async def test_chat_model_caching() -> None:
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result = llm.invoke(prompt)
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assert isinstance(result, AIMessage)
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assert result.content == cached_response
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else:
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raise ValueError(
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"The cache not set. This should never happen, as the pytest fixture "
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"`set_cache_and_teardown` always sets the cache."
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)
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# async test
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async def test_chat_model_caching_async() -> None:
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prompt: List[BaseMessage] = [HumanMessage(content="How are you?")]
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response = "Test response"
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cached_response = "Cached test response"
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cached_message = AIMessage(content=cached_response)
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llm = FakeListChatModel(responses=[response])
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if llm_cache := get_llm_cache():
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await llm_cache.aupdate(
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prompt=dumps(prompt),
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llm_string=llm._get_llm_string(),
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@ -143,14 +165,13 @@ async def test_chat_model_caching() -> None:
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)
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async def test_chat_model_caching_params() -> None:
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def test_chat_model_caching_params() -> None:
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prompt: List[BaseMessage] = [HumanMessage(content="How are you?")]
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response = "Test response"
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cached_response = "Cached test response"
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cached_message = AIMessage(content=cached_response)
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llm = FakeListChatModel(responses=[response])
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if llm_cache := get_llm_cache():
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# sync test
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llm_cache.update(
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prompt=dumps(prompt),
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llm_string=llm._get_llm_string(functions=[]),
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@ -162,8 +183,20 @@ async def test_chat_model_caching_params() -> None:
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assert result.content == cached_response
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assert isinstance(result_no_params, AIMessage)
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assert result_no_params.content == response
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else:
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raise ValueError(
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"The cache not set. This should never happen, as the pytest fixture "
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"`set_cache_and_teardown` always sets the cache."
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)
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# async test
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async def test_chat_model_caching_params_async() -> None:
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prompt: List[BaseMessage] = [HumanMessage(content="How are you?")]
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response = "Test response"
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cached_response = "Cached test response"
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cached_message = AIMessage(content=cached_response)
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llm = FakeListChatModel(responses=[response])
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if llm_cache := get_llm_cache():
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await llm_cache.aupdate(
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prompt=dumps(prompt),
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llm_string=llm._get_llm_string(functions=[]),
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@ -182,13 +215,12 @@ async def test_chat_model_caching_params() -> None:
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)
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async def test_llm_cache_clear() -> None:
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def test_llm_cache_clear() -> None:
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prompt = "How are you?"
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expected_response = "Test response"
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cached_response = "Cached test response"
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llm = FakeListLLM(responses=[expected_response])
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if llm_cache := get_llm_cache():
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# sync test
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llm_cache.update(
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prompt=prompt,
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llm_string=create_llm_string(llm),
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@ -197,8 +229,19 @@ async def test_llm_cache_clear() -> None:
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llm_cache.clear()
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response = llm.invoke(prompt)
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assert response == expected_response
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else:
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raise ValueError(
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"The cache not set. This should never happen, as the pytest fixture "
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"`set_cache_and_teardown` always sets the cache."
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)
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# async test
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async def test_llm_cache_clear_async() -> None:
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prompt = "How are you?"
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expected_response = "Test response"
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cached_response = "Cached test response"
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llm = FakeListLLM(responses=[expected_response])
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if llm_cache := get_llm_cache():
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await llm_cache.aupdate(
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prompt=prompt,
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llm_string=create_llm_string(llm),
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@ -76,6 +76,7 @@ def test_test_group_dependencies(uv_conf: Mapping[str, Any]) -> None:
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"pytest-socket",
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"pytest-watcher",
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"pytest-xdist",
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"blockbuster",
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"responses",
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"syrupy",
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"toml",
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@ -1589,10 +1589,10 @@ def test_faiss_local_save_load() -> None:
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@pytest.mark.requires("faiss")
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async def test_faiss_async_local_save_load() -> None:
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def test_faiss_async_local_save_load() -> None:
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"""Test end to end serialization."""
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texts = ["foo", "bar", "baz"]
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docsearch = await FAISS.afrom_texts(texts, FakeEmbeddings())
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docsearch = FAISS.from_texts(texts, FakeEmbeddings())
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temp_timestamp = datetime.datetime.utcnow().strftime("%Y%m%d-%H%M%S")
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with tempfile.TemporaryDirectory(suffix="_" + temp_timestamp + "/") as temp_folder:
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docsearch.save_local(temp_folder)
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@ -72,17 +72,17 @@ async def test_inmemory_mmr() -> None:
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assert output[1] == _AnyDocument(page_content="foy")
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async def test_inmemory_dump_load(tmp_path: Path) -> None:
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def test_inmemory_dump_load(tmp_path: Path) -> None:
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"""Test end to end construction and search."""
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embedding = ConsistentFakeEmbeddings()
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store = await InMemoryVectorStore.afrom_texts(["foo", "bar", "baz"], embedding)
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output = await store.asimilarity_search("foo", k=1)
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store = InMemoryVectorStore.from_texts(["foo", "bar", "baz"], embedding)
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output = store.similarity_search("foo", k=1)
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test_file = str(tmp_path / "test.json")
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store.dump(test_file)
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loaded_store = InMemoryVectorStore.load(test_file, embedding)
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loaded_output = await loaded_store.asimilarity_search("foo", k=1)
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loaded_output = loaded_store.similarity_search("foo", k=1)
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assert output == loaded_output
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@ -284,6 +284,18 @@ css = [
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{ name = "tinycss2" },
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]
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[[package]]
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name = "blockbuster"
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version = "1.5.14"
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source = { registry = "https://pypi.org/simple" }
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dependencies = [
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{ name = "forbiddenfruit" },
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]
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sdist = { url = "https://files.pythonhosted.org/packages/e0/77/a46b97dc6807c88c864a134793d7c7b915dea45c7e44da6c3adebac90501/blockbuster-1.5.14.tar.gz", hash = "sha256:d77ed3b931b058b4e746f65e32ea21e8ed21a4ef0ca88b7bb046bdb057e1adb0", size = 50191 }
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wheels = [
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{ url = "https://files.pythonhosted.org/packages/81/c2/1515ea61aa08f3b44882aa59a0c03be667a6fec2a4026aad76944b40b030/blockbuster-1.5.14-py3-none-any.whl", hash = "sha256:5b5e46ac4b5f5d2a7a599944d83bee0c9eb46509868acb6d8fbc7c8058769aaf", size = 12372 },
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]
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[[package]]
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name = "certifi"
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version = "2025.1.31"
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@ -819,6 +831,12 @@ wheels = [
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{ url = "https://files.pythonhosted.org/packages/90/2b/0817a2b257fe88725c25589d89aec060581aabf668707a8d03b2e9e0cb2a/fastjsonschema-2.21.1-py3-none-any.whl", hash = "sha256:c9e5b7e908310918cf494a434eeb31384dd84a98b57a30bcb1f535015b554667", size = 23924 },
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]
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[[package]]
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name = "forbiddenfruit"
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version = "0.1.4"
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source = { registry = "https://pypi.org/simple" }
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sdist = { url = "https://files.pythonhosted.org/packages/e6/79/d4f20e91327c98096d605646bdc6a5ffedae820f38d378d3515c42ec5e60/forbiddenfruit-0.1.4.tar.gz", hash = "sha256:e3f7e66561a29ae129aac139a85d610dbf3dd896128187ed5454b6421f624253", size = 43756 }
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[[package]]
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name = "fqdn"
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version = "1.5.1"
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@ -1617,6 +1635,7 @@ lint = [
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{ name = "ruff" },
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]
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test = [
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{ name = "blockbuster" },
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{ name = "cffi", version = "1.17.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.10'" },
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{ name = "cffi", version = "1.17.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.10'" },
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{ name = "duckdb-engine" },
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@ -1687,6 +1706,7 @@ lint = [
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{ name = "ruff", specifier = ">=0.5,<0.6" },
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]
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test = [
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{ name = "blockbuster", specifier = ">=1.5.13,<1.6" },
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{ name = "cffi", marker = "python_full_version < '3.10'", specifier = "<1.17.1" },
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{ name = "cffi", marker = "python_full_version >= '3.10'" },
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{ name = "duckdb-engine", specifier = ">=0.13.6,<1.0.0" },
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