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vertexai: refactor: simplify content processing in anthropic formatter #601

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vertexai: refactor: simplify content processing in anthropic formatter #601

chore: fix test_anthropic_tool_calling integration test
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Google Cloud Build / langchain-google-vertexai-us (llm-integration-tests) failed Nov 16, 2024 in 19m 0s

Summary

Build Information

Trigger langchain-google-vertexai-us
Build fbe4e52a-a757-4dae-b296-1d409b67bf36
Start 2024-11-15T19:13:03-08:00
Duration 18m59.466s
Status FAILURE

Steps

Step Status Duration
integration tests FAILURE 18m55.508s

Details


starting build "fbe4e52a-a757-4dae-b296-1d409b67bf36"

FETCHSOURCE
hint: Using 'master' as the name for the initial branch. This default branch name
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hint:
hint: 	git branch -m <name>
Initialized empty Git repository in /workspace/.git/
From https://github.com/langchain-ai/langchain-google
 * branch            c90f5d8f0a1847cccf7be78a4a31a149473a94cc -> FETCH_HEAD
HEAD is now at c90f5d8 chore: fix test_anthropic_tool_calling integration test
BUILD
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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-43.0.3 distlib-0.3.9 dulwich-0.21.7 fastjsonschema-2.20.0 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-1.11.2 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-20.27.1 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: 91 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
  • Installing types-requests (2.32.0.20241016)

Installing the current project: langchain-google-vertexai (2.0.7)
============================= test session starts ==============================
platform linux -- Python 3.11.10, pytest-7.4.4, pluggy-1.5.0
rootdir: /workspace/libs/vertexai
configfile: pyproject.toml
plugins: anyio-4.6.2.post1, asyncio-0.21.2, syrupy-4.7.2, mock-3.14.0
asyncio: mode=Mode.AUTO
collected 204 items

tests/integration_tests/test_callbacks.py ....x                          [  2%]
tests/integration_tests/test_chains.py ...                               [  3%]
tests/integration_tests/test_chat_models.py ..X.............Xx.......... [ 17%]
.........x.....                                                          [ 25%]
tests/integration_tests/test_compile.py .                                [ 25%]
tests/integration_tests/test_embeddings.py .............                 [ 31%]
tests/integration_tests/test_evaluation.py ....                          [ 33%]
tests/integration_tests/test_gemma.py ..ss                               [ 35%]
tests/integration_tests/test_image_utils.py s                            [ 36%]
tests/integration_tests/test_llms.py ...Xx.....                          [ 41%]
tests/integration_tests/test_llms_safety.py ..                           [ 42%]
tests/integration_tests/test_maas.py ................FF....FF...F        [ 55%]
tests/integration_tests/test_medlm.py ......                             [ 58%]
tests/integration_tests/test_model_garden.py ...........                 [ 64%]
tests/integration_tests/test_standard.py .........................x..... [ 79%]
.....................                                                    [ 89%]
tests/integration_tests/test_vectorstores.py ..........F....s.           [ 98%]

starting build "fbe4e52a-a757-4dae-b296-1d409b67bf36"

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, c
...
[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%22fbe4e52a-a757-4dae-b296-1d409b67bf36%22+AND+resource.labels.build_trigger_id%3D%22e5368ed3-68b5-4039-85d4-5851c31a160a%22&project=llm-integration-tests.]
...
QCu1uM--py3.11/lib/python3.11/site-packages/_pytest/runner.py", line 341, in from_call
    result: Optional[TResult] = func()
                                ^^^^^^
  File "/builder/home/.cache/pypoetry/virtualenvs/langchain-google-vertexai-PQCu1uM--py3.11/lib/python3.11/site-packages/_pytest/runner.py", line 262, in <lambda>
    lambda: ihook(item=item, **kwds), when=when, reraise=reraise
            ^^^^^^^^^^^^^^^^^^^^^^^^
  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/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 217, in test_document_storage
    document_storage.mset(list(zip(ids, documents)))
  File "/workspace/libs/vertexai/langchain_google_vertexai/vectorstores/document_storage.py", line 294, in mset
    entity = self._client.entity(
             ^^^^^^^^^^^^^^^^^^^^
  File "/builder/home/.cache/pypoetry/virtualenvs/langchain-google-vertexai-PQCu1uM--py3.11/lib/python3.11/site-packages/google/cloud/datastore/client.py", line 803, in entity
    return Entity(key=key, exclude_from_indexes=exclude_from_indexes)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/builder/home/.cache/pypoetry/virtualenvs/langchain-google-vertexai-PQCu1uM--py3.11/lib/python3.11/site-packages/google/cloud/datastore/entity.py", line 140, in __init__
    _ensure_tuple_or_list("exclude_from_indexes", exclude_from_indexes)
  File "/builder/home/.cache/pypoetry/virtualenvs/langchain-google-vertexai-PQCu1uM--py3.11/lib/python3.11/site-packages/google/cloud/_helpers/__init__.py", line 132, in _ensure_tuple_or_list
    raise TypeError(
TypeError: Expected exclude_from_indexes to be a tuple or list. Received None
=============================== warnings summary ===============================
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: 18 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_chat_vertexai_gemini_function_calling_with_multiple_parts
  /workspace/libs/vertexai/tests/integration_tests/test_chat_models.py:737: 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_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?")

tests/integration_tests/test_model_garden.py: 10 warnings
  /builder/home/.cache/pypoetry/virtualenvs/langchain-google-vertexai-PQCu1uM--py3.11/lib/python3.11/site-packages/pydantic/main.py:1309: PydanticDeprecatedSince20: The `copy` method is deprecated; use `model_copy` instead. See the docstring of `BaseModel.copy` for details about how to handle `include` and `exclude`. 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(

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)

-- Docs: https://docs.pytest.org/en/stable/how-to/capture-warnings.html
============================= slowest 5 durations ==============================
66.35s call     tests/integration_tests/test_model_garden.py::test_model_garden_agenerate[FALCON_ENDPOINT_ID-generated_text]
66.11s call     tests/integration_tests/test_chat_models.py::test_context_catching
60.39s call     tests/integration_tests/test_chat_models.py::test_multimodal_media_inline_base64_template
48.96s call     tests/integration_tests/test_model_garden.py::test_anthropic_tool_calling
43.80s call     tests/integration_tests/test_model_garden.py::test_model_garden_generate[FALCON_ENDPOINT_ID-generated_text]
=========================== short test summary info ============================
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 [1] tests/integration_tests/test_image_utils.py:8: CI testing not set up
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
XFAIL tests/integration_tests/test_llms.py::test_vertex_generate_code - VertexAI doesn't always respect number of candidates
XFAIL tests/integration_tests/test_standard.py::TestGeminiAIStandard::test_structured_few_shot_examples - Gemini 1.0 doesn't support tool_choice='any'
XPASS tests/integration_tests/test_chat_models.py::test_candidates vertex api doesn't respect n/candidate_count
XPASS tests/integration_tests/test_chat_models.py::test_multimodal_video_metadata[video] investigating
XPASS tests/integration_tests/test_llms.py::test_vertex_generate_multiple_candidates VertexAI doesn't always respect number of candidates
FAILED tests/integration_tests/test_maas.py::test_stream[mistral-nemo@2407]
FAILED tests/integration_tests/test_maas.py::test_stream[mistral-large@2407]
FAILED tests/integration_tests/test_maas.py::test_astream[mistral-nemo@2407]
FAILED tests/integration_tests/test_maas.py::test_astream[mistral-large@2407]
FAILED tests/integration_tests/test_maas.py::test_tools[meta/llama-3.2-90b-vision-instruct-maas]
FAILED tests/integration_tests/test_vectorstores.py::test_document_storage[datastore_document_storage]
= 6 failed, 186 passed, 4 skipped, 5 xfailed, 3 xpassed, 265 warnings in 984.77s (0:16:24) =
ERROR
ERROR: build step 0 "python:3.11" failed: step exited with non-zero status: 1


starting build "fbe4e52a-a757-4dae-b296-1d409b67bf36"

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            c90f5d8f0a1847cccf7be78a4a31a149473a94cc -> FETCH_HEAD
HEAD is now at c90f5d8 chore: fix test_anthropic_tool_calling integration test
BUILD
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Digest: sha256:706d1233c61a31507c4f8939cfd6a924610b51174c095f33e2c537fb904a1e76
Status: Downloaded newer image for python:3.11
docker.io/library/python:3.11
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