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[VertexAI] Make with_structured_output thread safe #642

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[VertexAI] Make with_structured_output thread safe #642

Add test to with_structured output to check thread safety
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Google Cloud Build / langchain-google-vertexai-us (llm-integration-tests) failed Dec 12, 2024 in 5m 48s

Summary

Build Information

Trigger langchain-google-vertexai-us
Build 9312a80a-9618-4a90-98e8-09cea3105cdc
Start 2024-12-12T01:32:13-08:00
Duration 4m59.514s
Status FAILURE

Steps

Step Status Duration
integration tests FAILURE 4m56.594s

Details


starting build "9312a80a-9618-4a90-98e8-09cea3105cdc"

FETCHSOURCE
hint: Using 'master' as the name for the initial branch. This default branch name
hint: is subject to change. To configure the initial branch name to use in all
hint: of your new repositories, which will suppress this warning, call:
hint:
hint: 	git config --global init.defaultBranch <name>
hint:
hint: Names commonly chosen instead of 'master' are 'main', 'trunk' and
hint: 'development'. The just-created branch can be renamed via this command:
hint:
hint: 	git branch -m <name>
Initialized empty Git repository in /workspace/.git/
From https://github.com/langchain-ai/langchain-google
 * branch            f0eb2daf3640e67f4de51bbd8b6e79261c722064 -> FETCH_HEAD
HEAD is now at f0eb2da Add test to with_structured output to check thread safety
BUILD
Pulling image: python:3.11
3.11: Pulling from library/python
fdf894e782a2: Already exists
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ce82e98d553d: Already exists
2371bf9a39a3: Pulling fs layer
0b3239f18dfa: Pulling fs layer
de07a735a679: Pulling fs layer
de07a735a679: Verifying Checksum
de07a735a679: Download complete
2371bf9a39a3: Verifying Checksum
2371bf9a39a3: Download complete
0b3239f18dfa: Verifying Checksum
0b3239f18dfa: Download complete
2371bf9a39a3: Pull complete
0b3239f18dfa: Pull complete
de07a735a679: Pull complete
Digest: sha256:2c80c66d876952e04fa74113864903198b7cfb36b839acb7a8fef82e94ed067c
Status: Downloaded newer image for python:3.11
docker.io/library/python:3.11
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Installing collected packages: trove-classifiers, ptyprocess, fastjsonschema, distlib, zipp, urllib3, tomlkit, shellingham, rapidfuzz, pyproject-hooks, pycparser, poetry-core, platformdirs, pkginfo, pexpect, packaging, msgpack, more-itertools, jeepney, installer, idna, filelock, crashtest, charset-normalizer, certifi, virtualenv, requests, jaraco.classes, importlib-metadata, dulwich, cleo, cffi, build, requests-toolbelt, cryptography, cachecontrol, SecretStorage, keyring, poetry-plugin-export, poetry
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Successfully installed SecretStorage-3.3.3 build-1.2.2.post1 cachecontrol-0.13.1 certifi-2024.8.30 cffi-1.17.1 charset-normalizer-3.4.0 cleo-2.1.0 crashtest-0.4.1 cryptography-44.0.0 distlib-0.3.9 dulwich-0.21.7 fastjsonschema-2.21.1 filelock-3.16.1 idna-3.10 importlib-metadata-8.5.0 installer-0.7.0 jaraco.classes-3.4.0 jeepney-0.8.0 keyring-24.3.1 more-itertools-10.5.0 msgpack-1.1.0 packaging-24.2 pexpect-4.9.0 pkginfo-1.12.0 platformdirs-3.11.0 poetry-1.7.1 poetry-core-1.8.1 poetry-plugin-export-1.6.0 ptyprocess-0.7.0 pycparser-2.22 pyproject-hooks-1.2.0 rapidfuzz-3.10.1 requests-2.32.3 requests-toolbelt-1.0.0 shellingham-1.5.4 tomlkit-0.13.2 trove-classifiers-2024.10.21.16 urllib3-2.2.3 virtualenv-20.28.0 zipp-3.21.0
WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv

[notice] A new release of pip is available: 24.0 -> 24.3.1
[notice] To update, run: pip install --upgrade pip
Creating virtualenv langchain-google-vertexai-PQCu1uM--py3.11 in /builder/home/.cache/pypoetry/virtualenvs
Installing dependencies from lock file

Package operations: 95 installs, 0 updates, 0 removals

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Installing /builder/home/.cache/pypoetry/virtualenvs/langchain-google-vertexai-PQCu1uM--py3.11/lib/python3.11/site-packages/google-stubs/METADATA.toml over existing file
Warning: The file chosen for install of tokenizers 0.20.4 (tokenizers-0.20.4-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl) is yanked. Reason for being yanked: Removing support for python3.7 and 3.8 is breaking and is move to v0.21.0

Installing the current project: langchain-google-vertexai (2.0.9)
============================= test session starts ==============================
platform linux -- Python 3.11.11, pytest-7.4.4, pluggy-1.5.0
rootdir: /workspace/libs/vertexai
configfile: pyproject.toml
plugins: syrupy-4.8.0, anyio-4.6.2.post1, retry-1.6.3, mock-3.14.0, order-1.3.0, asyncio-0.21.2, xdist-3.6.1
asyncio: mode=Mode.AUTO
created: 8/8 workers
8 workers [234 items]

........x...X..........................s......X.X..................ss... [ 30%]
....................F.............X....sssssssssssssssssssssssssssssssss [ 61%]
ssssssssssssssss........sssss..............x...................F.s...... [ 92%]
.......x..........                                                       [100%]
=================================== FAILURES ===================================
________________________________ test_logprobs _________________________________
[gw7] linux -- Python 3.11.11 /builder/home/.cache/pypoetry/virtualenvs/langchain-google-vertexai-PQCu1uM--py3.11/bin/python
Traceback (most recent call last):
  File "/builder/home/.cache/pypoetry/virtualenvs/langchain-google-vertexai-PQCu1uM--py3.11/lib/python3.11/site-packages/google/api_core/grpc_helpers.py", line 76, in error_remapped_callable
    return callable_(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/builder/home/.cache/pypoetry/virtualenvs/langchain-google-vertexai-PQCu1uM--py3.11/lib/python3.11/site-packages/grpc/_channel.py", line 1181, in __call__
    return _end_unary_response_blocking(state, call, False, None)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/builder/
...
[Logs truncated due to log size limitations. For full logs, see https://console.cloud.google.com/logs/viewer?advancedFilter=resource.type%3D%22build%22+AND+resource.labels.build_id%3D%229312a80a-9618-4a90-98e8-09cea3105cdc%22+AND+resource.labels.build_trigger_id%3D%22e5368ed3-68b5-4039-85d4-5851c31a160a%22&project=llm-integration-tests.]
...
lib/python3.11/site-packages/pluggy/_result.py", line 100, in get_result
    raise exc.with_traceback(exc.__traceback__)
  File "/builder/home/.cache/pypoetry/virtualenvs/langchain-google-vertexai-PQCu1uM--py3.11/lib/python3.11/site-packages/pluggy/_callers.py", line 103, in _multicall
    res = hook_impl.function(*args)
          ^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/builder/home/.cache/pypoetry/virtualenvs/langchain-google-vertexai-PQCu1uM--py3.11/lib/python3.11/site-packages/_pytest/runner.py", line 177, in pytest_runtest_call
    raise e
  File "/builder/home/.cache/pypoetry/virtualenvs/langchain-google-vertexai-PQCu1uM--py3.11/lib/python3.11/site-packages/_pytest/runner.py", line 169, in pytest_runtest_call
    item.runtest()
  File "/builder/home/.cache/pypoetry/virtualenvs/langchain-google-vertexai-PQCu1uM--py3.11/lib/python3.11/site-packages/_pytest/python.py", line 1792, in runtest
    self.ihook.pytest_pyfunc_call(pyfuncitem=self)
  File "/builder/home/.cache/pypoetry/virtualenvs/langchain-google-vertexai-PQCu1uM--py3.11/lib/python3.11/site-packages/pluggy/_hooks.py", line 513, in __call__
    return self._hookexec(self.name, self._hookimpls.copy(), kwargs, firstresult)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/builder/home/.cache/pypoetry/virtualenvs/langchain-google-vertexai-PQCu1uM--py3.11/lib/python3.11/site-packages/pluggy/_manager.py", line 120, in _hookexec
    return self._inner_hookexec(hook_name, methods, kwargs, firstresult)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/builder/home/.cache/pypoetry/virtualenvs/langchain-google-vertexai-PQCu1uM--py3.11/lib/python3.11/site-packages/pluggy/_callers.py", line 182, in _multicall
    return outcome.get_result()
           ^^^^^^^^^^^^^^^^^^^^
  File "/builder/home/.cache/pypoetry/virtualenvs/langchain-google-vertexai-PQCu1uM--py3.11/lib/python3.11/site-packages/pluggy/_result.py", line 100, in get_result
    raise exc.with_traceback(exc.__traceback__)
  File "/builder/home/.cache/pypoetry/virtualenvs/langchain-google-vertexai-PQCu1uM--py3.11/lib/python3.11/site-packages/pluggy/_callers.py", line 103, in _multicall
    res = hook_impl.function(*args)
          ^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/builder/home/.cache/pypoetry/virtualenvs/langchain-google-vertexai-PQCu1uM--py3.11/lib/python3.11/site-packages/_pytest/python.py", line 194, in pytest_pyfunc_call
    result = testfunction(**testargs)
             ^^^^^^^^^^^^^^^^^^^^^^^^
  File "/workspace/libs/vertexai/tests/integration_tests/test_vectorstores.py", line 288, in test_vector_store_filtering
    assert len(documents) > 0
AssertionError: assert 0 > 0
 +  where 0 = len([])
=============================== warnings summary ===============================
tests/integration_tests/test_chat_models.py:46
tests/integration_tests/test_chat_models.py:46
tests/integration_tests/test_chat_models.py:46
tests/integration_tests/test_chat_models.py:46
tests/integration_tests/test_chat_models.py:46
tests/integration_tests/test_chat_models.py:46
tests/integration_tests/test_chat_models.py:46
tests/integration_tests/test_chat_models.py:46
  /workspace/libs/vertexai/tests/integration_tests/test_chat_models.py:46: LangChainBetaWarning: Introduced in 0.2.24. API subject to change.
    rate_limiter = InMemoryRateLimiter(requests_per_second=1.0)

tests/integration_tests/test_callbacks.py: 5 warnings
tests/integration_tests/test_llms.py: 19 warnings
tests/integration_tests/test_llms_safety.py: 6 warnings
tests/integration_tests/test_medlm.py: 1 warning
  /builder/home/.cache/pypoetry/virtualenvs/langchain-google-vertexai-PQCu1uM--py3.11/lib/python3.11/site-packages/proto/message.py:389: DeprecationWarning: The argument `including_default_value_fields` has been removed from
                  Protobuf 5.x. Please use `always_print_fields_with_no_presence` instead.
                  
    warnings.warn(

tests/integration_tests/test_callbacks.py::test_chat_call[gemini-1.0-pro-001]
  /workspace/libs/vertexai/tests/integration_tests/test_callbacks.py:39: LangChainDeprecationWarning: The method `BaseChatModel.__call__` was deprecated in langchain-core 0.1.7 and will be removed in 1.0. Use :meth:`~invoke` instead.
    _ = llm([message])

tests/integration_tests/test_chat_models.py::test_vertexai_single_call_with_no_system_messages
  /workspace/libs/vertexai/tests/integration_tests/test_chat_models.py:438: LangChainDeprecationWarning: The method `BaseChatModel.__call__` was deprecated in langchain-core 0.1.7 and will be removed in 1.0. Use :meth:`~invoke` instead.
    response = model([message1, message2, message3])

tests/integration_tests/test_chat_models.py::test_vertexai_single_call[gemini-1.0-pro-001]
  /workspace/libs/vertexai/tests/integration_tests/test_chat_models.py:72: LangChainDeprecationWarning: The method `BaseChatModel.__call__` was deprecated in langchain-core 0.1.7 and will be removed in 1.0. Use :meth:`~invoke` instead.
    response = model([message])

tests/integration_tests/test_chat_models.py::test_multimodal_media_file_uri[video]
  /workspace/libs/vertexai/tests/integration_tests/test_chat_models.py:216: LangChainDeprecationWarning: The method `BaseChatModel.__call__` was deprecated in langchain-core 0.1.7 and will be removed in 1.0. Use :meth:`~invoke` instead.
    output = llm([message])

tests/integration_tests/test_chat_models.py::test_chat_vertexai_gemini_function_calling_with_multiple_parts
  /workspace/libs/vertexai/tests/integration_tests/test_chat_models.py:779: LangChainDeprecationWarning: The method `BaseTool.__call__` was deprecated in langchain-core 0.1.47 and will be removed in 1.0. Use :meth:`~invoke` instead.
    tool_response = search("sparrow")

tests/integration_tests/test_evaluation.py::test_evaluate_pairwise
  /workspace/libs/vertexai/langchain_google_vertexai/evaluators/_core.py:60: UserWarning: Ignoring input in VertexPairWiseStringEvaluator, as it is not expected.
    warn(self._skip_input_warning)

tests/integration_tests/test_maas.py::test_tools[mistral-nemo@2407]
  /workspace/libs/vertexai/tests/integration_tests/test_maas.py:102: LangChainDeprecationWarning: The method `BaseTool.__call__` was deprecated in langchain-core 0.1.47 and will be removed in 1.0. Use :meth:`~invoke` instead.
    tool_response = search("sparrow")

tests/integration_tests/test_chat_models.py::test_multimodal_video_metadata[video]
  /workspace/libs/vertexai/tests/integration_tests/test_chat_models.py:367: LangChainDeprecationWarning: The method `BaseChatModel.__call__` was deprecated in langchain-core 0.1.7 and will be removed in 1.0. Use :meth:`~invoke` instead.
    output = llm([message])

tests/integration_tests/test_vectorstores.py: 220 warnings
  /builder/home/.cache/pypoetry/virtualenvs/langchain-google-vertexai-PQCu1uM--py3.11/lib/python3.11/site-packages/pydantic/main.py:1114: PydanticDeprecatedSince20: The `dict` method is deprecated; use `model_dump` instead. Deprecated in Pydantic V2.0 to be removed in V3.0. See Pydantic V2 Migration Guide at https://errors.pydantic.dev/2.9/migration/
    warnings.warn('The `dict` method is deprecated; use `model_dump` instead.', category=PydanticDeprecatedSince20)

tests/integration_tests/test_model_garden.py::test_model_garden[FALCON_ENDPOINT_ID-generated_text]
  /workspace/libs/vertexai/tests/integration_tests/test_model_garden.py:47: LangChainDeprecationWarning: The method `BaseLLM.__call__` was deprecated in langchain-core 0.1.7 and will be removed in 1.0. Use :meth:`~invoke` instead.
    output = llm("What is the meaning of life?")

-- Docs: https://docs.pytest.org/en/stable/how-to/capture-warnings.html
============================= slowest 5 durations ==============================
108.98s call     tests/integration_tests/test_model_garden.py::test_model_garden_generate[FALCON_ENDPOINT_ID-generated_text]
104.04s call     tests/integration_tests/test_model_garden.py::test_model_garden[FALCON_ENDPOINT_ID-generated_text]
82.52s call     tests/integration_tests/test_model_garden.py::test_model_garden_agenerate[FALCON_ENDPOINT_ID-generated_text]
63.52s call     tests/integration_tests/test_chat_models.py::test_context_catching
56.82s call     tests/integration_tests/test_chat_models.py::test_multimodal_media_inline_base64_template
=========================== short test summary info ============================
SKIPPED [1] tests/integration_tests/test_image_utils.py:8: CI testing not set up
SKIPPED [1] tests/integration_tests/test_gemma.py:70: need --gpu option to run
SKIPPED [1] tests/integration_tests/test_gemma.py:79: need --gpu option to run
SKIPPED [49] ../../../builder/home/.cache/pypoetry/virtualenvs/langchain-google-vertexai-PQCu1uM--py3.11/lib/python3.11/site-packages/langchain_standard_tests/integration_tests/chat_models.py: need --first option to run
SKIPPED [2] ../../../builder/home/.cache/pypoetry/virtualenvs/langchain-google-vertexai-PQCu1uM--py3.11/lib/python3.11/site-packages/langchain_standard_tests/integration_tests/chat_models.py:411: need --first option to run
SKIPPED [2] ../../../builder/home/.cache/pypoetry/virtualenvs/langchain-google-vertexai-PQCu1uM--py3.11/lib/python3.11/site-packages/langchain_standard_tests/base.py: need --first option to run
SKIPPED [1] tests/integration_tests/test_standard.py:56: need --first option to run
SKIPPED [1] tests/integration_tests/test_vectorstores.py:293: need --long option to run
XFAIL tests/integration_tests/test_callbacks.py::test_chat_stream - investigating
XFAIL tests/integration_tests/test_chat_models.py::test_multimodal_history - investigating
XFAIL tests/integration_tests/test_chat_models.py::test_init_from_credentials_obj - can't create service account key on gcp
XPASS tests/integration_tests/test_chat_models.py::test_candidates vertex api doesn't respect n/candidate_count
XPASS tests/integration_tests/test_llms.py::test_vertex_generate_multiple_candidates VertexAI doesn't always respect number of candidates
XPASS tests/integration_tests/test_llms.py::test_vertex_generate_code VertexAI doesn't always respect number of candidates
XPASS tests/integration_tests/test_chat_models.py::test_multimodal_video_metadata[video] investigating
FAILED tests/integration_tests/test_chat_models.py::test_logprobs - google.ap...
FAILED tests/integration_tests/test_vectorstores.py::test_vector_store_filtering[vector_store]
= 2 failed, 167 passed, 58 skipped, 3 xfailed, 4 xpassed, 268 warnings in 258.99s (0:04:18) =
ERROR
ERROR: build step 0 "python:3.11" failed: step exited with non-zero status: 1


starting build "9312a80a-9618-4a90-98e8-09cea3105cdc"

FETCHSOURCE
hint: Using 'master' as the name for the initial branch. This default branch name
hint: is subject to change. To configure the initial branch name to use in all
hint: of your new repositories, which will suppress this warning, call:
hint:
hint: 	git config --global init.defaultBranch <name>
hint:
hint: Names commonly chosen instead of 'master' are 'main', 'trunk' and
hint: 'development'. The just-created branch can be renamed via this command:
hint:
hint: 	git branch -m <name>
Initialized empty Git repository in /workspace/.git/
From https://github.com/langchain-ai/langchain-google
 * branch            f0eb2daf3640e67f4de51bbd8b6e79261c722064 -> FETCH_HEAD
HEAD is now at f0eb2da Add test to with_structured output to check thread safety
BUILD
Pulling image: python:3.11
3.11: Pulling from library/python
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de07a735a679: Pulling fs layer
de07a735a679: Verifying Checksum
de07a735a679: Download complete
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0b3239f18dfa: Download complete
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de07a735a679: Pull complete
Digest: sha256:2c80c66d876952e04fa74113864903198b7cfb36b839acb7a8fef82e94ed067c
Status: Downloaded newer image for python:3.11
docker.io/library/python:3.11
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