Warning: Permanently added 'localhost' (ED25519) to the list of known hosts.
Warning: Permanently added 'localhost' (ED25519) to the list of known hosts.
Warning: Permanently added 'localhost' (ED25519) to the list of known hosts.
[19:18:14 PST] Transferring environment variable script to build VM
[19:18:15 PST] Transferring kokoro_log_reader.py to build VM
[19:18:16 PST] Transferring source code to build VM
[19:18:27 PST] Executing build script on build VM



[ID: 9432960] Executing command via SSH:
export KOKORO_BUILD_NUMBER="3120"
export KOKORO_JOB_NAME="cloud-devrel/client-libraries/python/googleapis/python-aiplatform/continuous/system"
source /tmpfs/kokoro-env_vars.sh; cd /tmpfs/src/ ; chmod 755 github/python-aiplatform/.kokoro/trampoline.sh ; PYTHON_3_VERSION="$(pyenv which python3 2> /dev/null || which python3)" ; PYTHON_2_VERSION="$(pyenv which python2 2> /dev/null || which python2)" ; if "$PYTHON_3_VERSION" -c "import psutil" ; then KOKORO_PYTHON_COMMAND="$PYTHON_3_VERSION" ; else KOKORO_PYTHON_COMMAND="$PYTHON_2_VERSION" ; fi > /dev/null 2>&1 ; echo "export KOKORO_PYTHON_COMMAND="$KOKORO_PYTHON_COMMAND"" > "$HOME/.kokoro_python_vars" ; nohup bash -c "( rm -f /tmpfs/kokoro_build_exit_code ; github/python-aiplatform/.kokoro/trampoline.sh ; echo \${PIPESTATUS[0]} > /tmpfs/kokoro_build_exit_code ) > /tmpfs/kokoro_build.log 2>&1" > /dev/null 2>&1 & echo $! > /tmpfs/kokoro_build.pid ; source "$HOME/.kokoro_python_vars" ; "$KOKORO_PYTHON_COMMAND" /tmpfs/kokoro_log_reader.py /tmpfs/kokoro_build.log /tmpfs/kokoro_build_exit_code /tmpfs/kokoro_build.pid /tmpfs/kokoro_log_reader.pid --start_byte 0

2024-11-13 19:18:28 Creating folder on disk for secrets: /tmpfs/src/gfile/secret_manager
Activated service account credentials for: [kokoro-trampoline@cloud-devrel-kokoro-resources.iam.gserviceaccount.com]
WARNING: Your config file at [/home/kbuilder/.docker/config.json] contains these credential helper entries:

{
"credHelpers": {
"gcr.io": "gcr",
"us.gcr.io": "gcr",
"asia.gcr.io": "gcr",
"staging-k8s.gcr.io": "gcr",
"eu.gcr.io": "gcr"
}
}
These will be overwritten.
Docker configuration file updated.
Using default tag: latest
latest: Pulling from cloud-devrel-kokoro-resources/python-multi
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Digest: sha256:9bb9bd3cd602cf04a361ef46d2f32e514ed06ab856e0fb889349572ec028d89a
Status: Downloaded newer image for gcr.io/cloud-devrel-kokoro-resources/python-multi:latest
gcr.io/cloud-devrel-kokoro-resources/python-multi:latest
Executing: docker run --rm --interactive --network=host --privileged --volume=/var/run/docker.sock:/var/run/docker.sock --workdir=/tmpfs/src --entrypoint=github/python-aiplatform/.kokoro/build.sh --env-file=/tmpfs/tmp/tmp46l1jdox/envfile --volume=/tmpfs:/tmpfs gcr.io/cloud-devrel-kokoro-resources/python-multi
KOKORO_KEYSTORE_DIR=/tmpfs/src/keystore
KOKORO_GITHUB_COMMIT_URL=https://github.com/googleapis/python-aiplatform/commit/9a30c3170a7294077681dfd6a16fc46cf7e71cc6
KOKORO_JOB_NAME=cloud-devrel/client-libraries/python/googleapis/python-aiplatform/continuous/system
KOKORO_JOB_CLUSTER=GCP_UBUNTU
KOKORO_GIT_COMMIT=9a30c3170a7294077681dfd6a16fc46cf7e71cc6
KOKORO_BLAZE_DIR=/tmpfs/src/objfs
KOKORO_ROOT=/tmpfs
KOKORO_JOB_TYPE=CONTINUOUS_INTEGRATION
KOKORO_ROOT_DIR=/tmpfs/
KOKORO_BUILD_NUMBER=3120
KOKORO_JOB_POOL=yoshi-ubuntu
KOKORO_GITHUB_COMMIT=9a30c3170a7294077681dfd6a16fc46cf7e71cc6
KOKORO_BUILD_INITIATOR=kokoro-github-subscriber
KOKORO_ARTIFACTS_DIR=/tmpfs/src
KOKORO_BUILD_ID=a1e3e0fc-85d8-4d3a-9700-61e8b8347503
KOKORO_GFILE_DIR=/tmpfs/src/gfile
KOKORO_BUILD_CONFIG_DIR=
KOKORO_POSIX_ROOT=/tmpfs
KOKORO_BUILD_ARTIFACTS_SUBDIR=prod/cloud-devrel/client-libraries/python/googleapis/python-aiplatform/continuous/system/3120/20241113-191729
WARNING: Skipping nox-automation as it is not installed.

[notice] A new release of pip is available: 23.0.1 -> 24.3.1
[notice] To update, run: pip install --upgrade pip
2024.10.9
nox > Running session system-3.10
nox > Creating virtual environment (virtualenv) using python3.10 in .nox/system-3-10
nox > python -m pip install --pre 'grpcio!=1.52.0rc1'
nox > python -m pip install mock pytest google-cloud-testutils -c /tmpfs/src/github/python-aiplatform/testing/constraints-3.10.txt
nox > python -m pip install -e '.[testing]' -c /tmpfs/src/github/python-aiplatform/testing/constraints-3.10.txt
nox > py.test -v --junitxml=system_3.10_sponge_log.xml tests/system
/tmpfs/src/github/python-aiplatform/.nox/system-3-10/lib/python3.10/site-packages/pytest_asyncio/plugin.py:208: PytestDeprecationWarning: The configuration option "asyncio_default_fixture_loop_scope" is unset.
The event loop scope for asynchronous fixtures will default to the fixture caching scope. Future versions of pytest-asyncio will default the loop scope for asynchronous fixtures to function scope. Set the default fixture loop scope explicitly in order to avoid unexpected behavior in the future. Valid fixture loop scopes are: "function", "class", "module", "package", "session"

warnings.warn(PytestDeprecationWarning(_DEFAULT_FIXTURE_LOOP_SCOPE_UNSET))
============================= test session starts ==============================
platform linux -- Python 3.10.15, pytest-8.3.3, pluggy-1.5.0 -- /tmpfs/src/github/python-aiplatform/.nox/system-3-10/bin/python
cachedir: .pytest_cache
rootdir: /tmpfs/src/github/python-aiplatform
plugins: asyncio-0.24.0, xdist-3.3.1, anyio-3.7.1
asyncio: mode=strict, default_loop_scope=None
created: 16/16 workers
/tmpfs/src/github/python-aiplatform/.nox/system-3-10/lib/python3.10/site-packages/pytest_asyncio/plugin.py:208: PytestDeprecationWarning: The configuration option "asyncio_default_fixture_loop_scope" is unset.
The event loop scope for asynchronous fixtures will default to the fixture caching scope. Future versions of pytest-asyncio will default the loop scope for asynchronous fixtures to function scope. Set the default fixture loop scope explicitly in order to avoid unexpected behavior in the future. Valid fixture loop scopes are: "function", "class", "module", "package", "session"

warnings.warn(PytestDeprecationWarning(_DEFAULT_FIXTURE_LOOP_SCOPE_UNSET))
/tmpfs/src/github/python-aiplatform/.nox/system-3-10/lib/python3.10/site-packages/pytest_asyncio/plugin.py:208: PytestDeprecationWarning: The configuration option "asyncio_default_fixture_loop_scope" is unset.
The event loop scope for asynchronous fixtures will default to the fixture caching scope. Future versions of pytest-asyncio will default the loop scope for asynchronous fixtures to function scope. Set the default fixture loop scope explicitly in order to avoid unexpected behavior in the future. Valid fixture loop scopes are: "function", "class", "module", "package", "session"

warnings.warn(PytestDeprecationWarning(_DEFAULT_FIXTURE_LOOP_SCOPE_UNSET))
/tmpfs/src/github/python-aiplatform/.nox/system-3-10/lib/python3.10/site-packages/pytest_asyncio/plugin.py:208: PytestDeprecationWarning: The configuration option "asyncio_default_fixture_loop_scope" is unset.
The event loop scope for asynchronous fixtures will default to the fixture caching scope. Future versions of pytest-asyncio will default the loop scope for asynchronous fixtures to function scope. Set the default fixture loop scope explicitly in order to avoid unexpected behavior in the future. Valid fixture loop scopes are: "function", "class", "module", "package", "session"

warnings.warn(PytestDeprecationWarning(_DEFAULT_FIXTURE_LOOP_SCOPE_UNSET))
/tmpfs/src/github/python-aiplatform/.nox/system-3-10/lib/python3.10/site-packages/pytest_asyncio/plugin.py:208: PytestDeprecationWarning: The configuration option "asyncio_default_fixture_loop_scope" is unset.
The event loop scope for asynchronous fixtures will default to the fixture caching scope. Future versions of pytest-asyncio will default the loop scope for asynchronous fixtures to function scope. Set the default fixture loop scope explicitly in order to avoid unexpected behavior in the future. Valid fixture loop scopes are: "function", "class", "module", "package", "session"

warnings.warn(PytestDeprecationWarning(_DEFAULT_FIXTURE_LOOP_SCOPE_UNSET))
/tmpfs/src/github/python-aiplatform/.nox/system-3-10/lib/python3.10/site-packages/pytest_asyncio/plugin.py:208: PytestDeprecationWarning: The configuration option "asyncio_default_fixture_loop_scope" is unset.
The event loop scope for asynchronous fixtures will default to the fixture caching scope. Future versions of pytest-asyncio will default the loop scope for asynchronous fixtures to function scope. Set the default fixture loop scope explicitly in order to avoid unexpected behavior in the future. Valid fixture loop scopes are: "function", "class", "module", "package", "session"

warnings.warn(PytestDeprecationWarning(_DEFAULT_FIXTURE_LOOP_SCOPE_UNSET))
/tmpfs/src/github/python-aiplatform/.nox/system-3-10/lib/python3.10/site-packages/pytest_asyncio/plugin.py:208: PytestDeprecationWarning: The configuration option "asyncio_default_fixture_loop_scope" is unset.
The event loop scope for asynchronous fixtures will default to the fixture caching scope. Future versions of pytest-asyncio will default the loop scope for asynchronous fixtures to function scope. Set the default fixture loop scope explicitly in order to avoid unexpected behavior in the future. Valid fixture loop scopes are: "function", "class", "module", "package", "session"

warnings.warn(PytestDeprecationWarning(_DEFAULT_FIXTURE_LOOP_SCOPE_UNSET))
/tmpfs/src/github/python-aiplatform/.nox/system-3-10/lib/python3.10/site-packages/pytest_asyncio/plugin.py:208: PytestDeprecationWarning: The configuration option "asyncio_default_fixture_loop_scope" is unset.
The event loop scope for asynchronous fixtures will default to the fixture caching scope. Future versions of pytest-asyncio will default the loop scope for asynchronous fixtures to function scope. Set the default fixture loop scope explicitly in order to avoid unexpected behavior in the future. Valid fixture loop scopes are: "function", "class", "module", "package", "session"

warnings.warn(PytestDeprecationWarning(_DEFAULT_FIXTURE_LOOP_SCOPE_UNSET))
/tmpfs/src/github/python-aiplatform/.nox/system-3-10/lib/python3.10/site-packages/pytest_asyncio/plugin.py:208: PytestDeprecationWarning: The configuration option "asyncio_default_fixture_loop_scope" is unset.
The event loop scope for asynchronous fixtures will default to the fixture caching scope. Future versions of pytest-asyncio will default the loop scope for asynchronous fixtures to function scope. Set the default fixture loop scope explicitly in order to avoid unexpected behavior in the future. Valid fixture loop scopes are: "function", "class", "module", "package", "session"

warnings.warn(PytestDeprecationWarning(_DEFAULT_FIXTURE_LOOP_SCOPE_UNSET))
/tmpfs/src/github/python-aiplatform/.nox/system-3-10/lib/python3.10/site-packages/pytest_asyncio/plugin.py:208: PytestDeprecationWarning: The configuration option "asyncio_default_fixture_loop_scope" is unset.
The event loop scope for asynchronous fixtures will default to the fixture caching scope. Future versions of pytest-asyncio will default the loop scope for asynchronous fixtures to function scope. Set the default fixture loop scope explicitly in order to avoid unexpected behavior in the future. Valid fixture loop scopes are: "function", "class", "module", "package", "session"

warnings.warn(PytestDeprecationWarning(_DEFAULT_FIXTURE_LOOP_SCOPE_UNSET))
/tmpfs/src/github/python-aiplatform/.nox/system-3-10/lib/python3.10/site-packages/pytest_asyncio/plugin.py:208: PytestDeprecationWarning: The configuration option "asyncio_default_fixture_loop_scope" is unset.
The event loop scope for asynchronous fixtures will default to the fixture caching scope. Future versions of pytest-asyncio will default the loop scope for asynchronous fixtures to function scope. Set the default fixture loop scope explicitly in order to avoid unexpected behavior in the future. Valid fixture loop scopes are: "function", "class", "module", "package", "session"

warnings.warn(PytestDeprecationWarning(_DEFAULT_FIXTURE_LOOP_SCOPE_UNSET))
/tmpfs/src/github/python-aiplatform/.nox/system-3-10/lib/python3.10/site-packages/pytest_asyncio/plugin.py:208: PytestDeprecationWarning: The configuration option "asyncio_default_fixture_loop_scope" is unset.
The event loop scope for asynchronous fixtures will default to the fixture caching scope. Future versions of pytest-asyncio will default the loop scope for asynchronous fixtures to function scope. Set the default fixture loop scope explicitly in order to avoid unexpected behavior in the future. Valid fixture loop scopes are: "function", "class", "module", "package", "session"

warnings.warn(PytestDeprecationWarning(_DEFAULT_FIXTURE_LOOP_SCOPE_UNSET))
/tmpfs/src/github/python-aiplatform/.nox/system-3-10/lib/python3.10/site-packages/pytest_asyncio/plugin.py:208: PytestDeprecationWarning: The configuration option "asyncio_default_fixture_loop_scope" is unset.
The event loop scope for asynchronous fixtures will default to the fixture caching scope. Future versions of pytest-asyncio will default the loop scope for asynchronous fixtures to function scope. Set the default fixture loop scope explicitly in order to avoid unexpected behavior in the future. Valid fixture loop scopes are: "function", "class", "module", "package", "session"

warnings.warn(PytestDeprecationWarning(_DEFAULT_FIXTURE_LOOP_SCOPE_UNSET))
/tmpfs/src/github/python-aiplatform/.nox/system-3-10/lib/python3.10/site-packages/pytest_asyncio/plugin.py:208: PytestDeprecationWarning: The configuration option "asyncio_default_fixture_loop_scope" is unset.
The event loop scope for asynchronous fixtures will default to the fixture caching scope. Future versions of pytest-asyncio will default the loop scope for asynchronous fixtures to function scope. Set the default fixture loop scope explicitly in order to avoid unexpected behavior in the future. Valid fixture loop scopes are: "function", "class", "module", "package", "session"

warnings.warn(PytestDeprecationWarning(_DEFAULT_FIXTURE_LOOP_SCOPE_UNSET))
/tmpfs/src/github/python-aiplatform/.nox/system-3-10/lib/python3.10/site-packages/pytest_asyncio/plugin.py:208: PytestDeprecationWarning: The configuration option "asyncio_default_fixture_loop_scope" is unset.
The event loop scope for asynchronous fixtures will default to the fixture caching scope. Future versions of pytest-asyncio will default the loop scope for asynchronous fixtures to function scope. Set the default fixture loop scope explicitly in order to avoid unexpected behavior in the future. Valid fixture loop scopes are: "function", "class", "module", "package", "session"

warnings.warn(PytestDeprecationWarning(_DEFAULT_FIXTURE_LOOP_SCOPE_UNSET))
/tmpfs/src/github/python-aiplatform/.nox/system-3-10/lib/python3.10/site-packages/pytest_asyncio/plugin.py:208: PytestDeprecationWarning: The configuration option "asyncio_default_fixture_loop_scope" is unset.
The event loop scope for asynchronous fixtures will default to the fixture caching scope. Future versions of pytest-asyncio will default the loop scope for asynchronous fixtures to function scope. Set the default fixture loop scope explicitly in order to avoid unexpected behavior in the future. Valid fixture loop scopes are: "function", "class", "module", "package", "session"

warnings.warn(PytestDeprecationWarning(_DEFAULT_FIXTURE_LOOP_SCOPE_UNSET))
/tmpfs/src/github/python-aiplatform/.nox/system-3-10/lib/python3.10/site-packages/pytest_asyncio/plugin.py:208: PytestDeprecationWarning: The configuration option "asyncio_default_fixture_loop_scope" is unset.
The event loop scope for asynchronous fixtures will default to the fixture caching scope. Future versions of pytest-asyncio will default the loop scope for asynchronous fixtures to function scope. Set the default fixture loop scope explicitly in order to avoid unexpected behavior in the future. Valid fixture loop scopes are: "function", "class", "module", "package", "session"

warnings.warn(PytestDeprecationWarning(_DEFAULT_FIXTURE_LOOP_SCOPE_UNSET))
16 workers [242 items]

scheduling tests via LoadScopeScheduling

tests/system/aiplatform/test_dataset.py::TestDataset::test_get_existing_dataset
tests/system/aiplatform/test_experiment_model.py::TestExperimentModel::test_sklearn_model
tests/system/aiplatform/test_autologging.py::TestAutologging::test_autologging_with_autorun_creation
tests/system/aiplatform/test_featurestore.py::TestFeaturestore::test_create_get_list_featurestore
[gw3] [ 0%] SKIPPED tests/system/aiplatform/test_dataset.py::TestDataset::test_get_existing_dataset
tests/system/aiplatform/test_dataset.py::TestDataset::test_get_nonexistent_dataset
tests/system/aiplatform/test_experiments.py::TestExperiments::test_create_experiment
tests/system/aiplatform/test_initializer.py::TestInitializer::test_init_calls_set_google_auth_default
tests/system/aiplatform/test_matching_engine_index.py::TestMatchingEngine::test_create_get_list_matching_engine_index
tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_text_generation[grpc]
tests/system/aiplatform/test_e2e_metadata_schema.py::TestMetadataSchema::test_system_dataset_artifact_create
tests/system/aiplatform/test_e2e_forecasting.py::TestEndToEndForecasting1::test_end_to_end_forecasting[AutoMLForecastingTrainingJob]
tests/system/aiplatform/test_custom_job.py::TestCustomJob::test_from_local_script_prebuilt_container
tests/system/aiplatform/test_e2e_forecasting.py::TestEndToEndForecasting2::test_end_to_end_forecasting[SequenceToSequencePlusForecastingTrainingJob]
tests/system/aiplatform/test_e2e_forecasting.py::TestEndToEndForecasting3::test_end_to_end_forecasting[TemporalFusionTransformerForecastingTrainingJob]
tests/system/aiplatform/test_batch_prediction.py::TestBatchPredictionJob::test_model_monitoring
tests/system/aiplatform/test_e2e_forecasting.py::TestEndToEndForecasting4::test_end_to_end_forecasting[TimeSeriesDenseEncoderForecastingTrainingJob]
tests/system/aiplatform/test_e2e_tabular.py::TestEndToEndTabular::test_end_to_end_tabular
[gw13] [ 0%] PASSED tests/system/aiplatform/test_initializer.py::TestInitializer::test_init_calls_set_google_auth_default
tests/system/aiplatform/test_initializer.py::TestInitializer::test_init_rest_async_incorrect_credentials
[gw13] [ 1%] PASSED tests/system/aiplatform/test_initializer.py::TestInitializer::test_init_rest_async_incorrect_credentials
tests/system/aiplatform/test_pipeline_job.py::TestPipelineJob::test_add_pipeline_job_to_experiment
[gw3] [ 1%] PASSED tests/system/aiplatform/test_dataset.py::TestDataset::test_get_nonexistent_dataset
tests/system/aiplatform/test_dataset.py::TestDataset::test_get_new_dataset_and_import
[gw8] [ 2%] PASSED tests/system/aiplatform/test_e2e_metadata_schema.py::TestMetadataSchema::test_system_dataset_artifact_create
tests/system/aiplatform/test_e2e_metadata_schema.py::TestMetadataSchema::test_google_dataset_artifact_create
[gw8] [ 2%] PASSED tests/system/aiplatform/test_e2e_metadata_schema.py::TestMetadataSchema::test_google_dataset_artifact_create
tests/system/aiplatform/test_e2e_metadata_schema.py::TestMetadataSchema::test_execution_create_using_system_schema_class
[gw14] [ 2%] PASSED tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_text_generation[grpc]
tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_text_generation[rest]
[gw8] [ 3%] PASSED tests/system/aiplatform/test_e2e_metadata_schema.py::TestMetadataSchema::test_execution_create_using_system_schema_class
tests/system/aiplatform/test_project_id_inference.py::TestProjectIDInference::test_project_id_inference
[gw14] [ 3%] PASSED tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_text_generation[rest]
tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_text_generation_preview_count_tokens[grpc]
[gw11] [ 4%] PASSED tests/system/aiplatform/test_experiments.py::TestExperiments::test_create_experiment
tests/system/aiplatform/test_experiments.py::TestExperiments::test_get_experiment
[gw14] [ 4%] PASSED tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_text_generation_preview_count_tokens[grpc]
tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_text_generation_preview_count_tokens[rest]
[gw11] [ 4%] PASSED tests/system/aiplatform/test_experiments.py::TestExperiments::test_get_experiment
tests/system/aiplatform/test_experiments.py::TestExperiments::test_start_run
[gw14] [ 5%] PASSED tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_text_generation_preview_count_tokens[rest]
tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_text_generation_model_predict_async
[gw10] [ 5%] PASSED tests/system/aiplatform/test_experiment_model.py::TestExperimentModel::test_sklearn_model
tests/system/aiplatform/test_experiment_model.py::TestExperimentModel::test_xgboost_booster_with_custom_uri
[gw14] [ 6%] PASSED tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_text_generation_model_predict_async
tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_text_generation_streaming[grpc]
[gw14] [ 6%] PASSED tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_text_generation_streaming[grpc]
tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_text_generation_streaming[rest]
[gw11] [ 7%] PASSED tests/system/aiplatform/test_experiments.py::TestExperiments::test_start_run
tests/system/aiplatform/test_experiments.py::TestExperiments::test_get_run
[gw14] [ 7%] PASSED tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_text_generation_streaming[rest]
tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_preview_text_generation_from_pretrained[grpc]
[gw11] [ 7%] PASSED tests/system/aiplatform/test_experiments.py::TestExperiments::test_get_run
tests/system/aiplatform/test_experiments.py::TestExperiments::test_log_params
[gw14] [ 8%] PASSED tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_preview_text_generation_from_pretrained[grpc]
tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_preview_text_generation_from_pretrained[rest]
[gw14] [ 8%] PASSED tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_preview_text_generation_from_pretrained[rest]
tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_chat_on_chat_model[grpc]
[gw10] [ 9%] PASSED tests/system/aiplatform/test_experiment_model.py::TestExperimentModel::test_xgboost_booster_with_custom_uri
tests/system/aiplatform/test_experiment_model.py::TestExperimentModel::test_xgboost_xgbmodel_with_custom_names
[gw11] [ 9%] PASSED tests/system/aiplatform/test_experiments.py::TestExperiments::test_log_params
tests/system/aiplatform/test_experiments.py::TestExperiments::test_log_metrics
[gw14] [ 9%] PASSED tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_chat_on_chat_model[grpc]
tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_chat_on_chat_model[rest]
[gw0] [ 10%] FAILED tests/system/aiplatform/test_autologging.py::TestAutologging::test_autologging_with_autorun_creation
tests/system/aiplatform/test_autologging.py::TestAutologging::test_autologging_with_manual_run_creation
[gw10] [ 10%] PASSED tests/system/aiplatform/test_experiment_model.py::TestExperimentModel::test_xgboost_xgbmodel_with_custom_names
tests/system/aiplatform/test_experiment_model.py::TestExperimentModel::test_tensorflow_keras_model_with_input_example
[gw14] [ 11%] PASSED tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_chat_on_chat_model[rest]
tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_chat_model_preview_count_tokens[grpc]
[gw11] [ 11%] PASSED tests/system/aiplatform/test_experiments.py::TestExperiments::test_log_metrics
tests/system/aiplatform/test_experiments.py::TestExperiments::test_log_time_series_metrics
[gw14] [ 11%] PASSED tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_chat_model_preview_count_tokens[grpc]
tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_chat_model_preview_count_tokens[rest]
[gw14] [ 12%] PASSED tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_chat_model_preview_count_tokens[rest]
tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_chat_model_async
[gw13] [ 12%] PASSED tests/system/aiplatform/test_pipeline_job.py::TestPipelineJob::test_add_pipeline_job_to_experiment
tests/system/aiplatform/test_prediction_cpr.py::TestPredictionCpr::test_build_cpr_model_upload_and_deploy
[gw14] [ 13%] PASSED tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_chat_model_async
tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_chat_model_send_message_streaming[grpc]
[gw11] [ 13%] PASSED tests/system/aiplatform/test_experiments.py::TestExperiments::test_log_time_series_metrics
tests/system/aiplatform/test_experiments.py::TestExperiments::test_get_time_series_data_frame_batch_read_success
[gw14] [ 14%] PASSED tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_chat_model_send_message_streaming[grpc]
tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_chat_model_send_message_streaming[rest]
[gw14] [ 14%] PASSED tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_chat_model_send_message_streaming[rest]
tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_text_embedding[grpc]
[gw14] [ 14%] PASSED tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_text_embedding[grpc]
tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_text_embedding[rest]
[gw14] [ 15%] PASSED tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_text_embedding[rest]
tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_text_embedding_async
[gw14] [ 15%] PASSED tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_text_embedding_async
tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_tuning[grpc]
[gw14] [ 16%] SKIPPED tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_tuning[grpc]
tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_tuning[rest]
[gw14] [ 16%] SKIPPED tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_tuning[rest]
tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_batch_prediction_for_text_generation[grpc]
[gw0] [ 16%] PASSED tests/system/aiplatform/test_autologging.py::TestAutologging::test_autologging_with_manual_run_creation
tests/system/aiplatform/test_autologging.py::TestAutologging::test_autologging_nested_run_model
[gw10] [ 17%] PASSED tests/system/aiplatform/test_experiment_model.py::TestExperimentModel::test_tensorflow_keras_model_with_input_example
tests/system/aiplatform/test_experiment_model.py::TestExperimentModel::test_tensorflow_module_with_gpu_container
[gw11] [ 17%] PASSED tests/system/aiplatform/test_experiments.py::TestExperiments::test_get_time_series_data_frame_batch_read_success
tests/system/aiplatform/test_experiments.py::TestExperiments::test_log_classification_metrics
[gw0] [ 18%] PASSED tests/system/aiplatform/test_autologging.py::TestAutologging::test_autologging_nested_run_model
[gw11] [ 18%] PASSED tests/system/aiplatform/test_experiments.py::TestExperiments::test_log_classification_metrics
tests/system/aiplatform/test_experiments.py::TestExperiments::test_log_model
[gw11] [ 19%] PASSED tests/system/aiplatform/test_experiments.py::TestExperiments::test_log_model
tests/system/aiplatform/test_experiments.py::TestExperiments::test_create_artifact
[gw11] [ 19%] PASSED tests/system/aiplatform/test_experiments.py::TestExperiments::test_create_artifact
tests/system/aiplatform/test_experiments.py::TestExperiments::test_get_artifact_by_uri
[gw10] [ 19%] PASSED tests/system/aiplatform/test_experiment_model.py::TestExperimentModel::test_tensorflow_module_with_gpu_container
tests/system/aiplatform/test_experiment_model.py::TestExperimentModel::test_deploy_model_with_cpu_container
[gw11] [ 20%] PASSED tests/system/aiplatform/test_experiments.py::TestExperiments::test_get_artifact_by_uri
tests/system/aiplatform/test_experiments.py::TestExperiments::test_log_execution_and_artifact
tests/system/aiplatform/test_tensorboard.py::TestTensorboard::test_create_and_get_tensorboard
[gw11] [ 20%] PASSED tests/system/aiplatform/test_experiments.py::TestExperiments::test_log_execution_and_artifact
tests/system/aiplatform/test_experiments.py::TestExperiments::test_end_run
[gw11] [ 21%] PASSED tests/system/aiplatform/test_experiments.py::TestExperiments::test_end_run
tests/system/aiplatform/test_experiments.py::TestExperiments::test_run_context_manager
[gw11] [ 21%] PASSED tests/system/aiplatform/test_experiments.py::TestExperiments::test_run_context_manager
tests/system/aiplatform/test_experiments.py::TestExperiments::test_add_pipeline_job_to_experiment
[gw14] [ 21%] PASSED tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_batch_prediction_for_text_generation[grpc]
tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_batch_prediction_for_text_generation[rest]
[gw0] [ 22%] PASSED tests/system/aiplatform/test_tensorboard.py::TestTensorboard::test_create_and_get_tensorboard
tests/system/aiplatform/test_tensorboard.py::TestTensorboard::test_create_and_get_tensorboard_experiment
[gw0] [ 22%] PASSED tests/system/aiplatform/test_tensorboard.py::TestTensorboard::test_create_and_get_tensorboard_experiment
tests/system/aiplatform/test_tensorboard.py::TestTensorboard::test_create_and_get_tensorboard_run
[gw0] [ 23%] PASSED tests/system/aiplatform/test_tensorboard.py::TestTensorboard::test_create_and_get_tensorboard_run
tests/system/aiplatform/test_tensorboard.py::TestTensorboard::test_create_and_get_tensorboard_time_series
[gw0] [ 23%] PASSED tests/system/aiplatform/test_tensorboard.py::TestTensorboard::test_create_and_get_tensorboard_time_series
tests/system/aiplatform/test_tensorboard.py::TestTensorboard::test_write_tensorboard_scalar_data
[gw0] [ 23%] PASSED tests/system/aiplatform/test_tensorboard.py::TestTensorboard::test_write_tensorboard_scalar_data
tests/system/vertex_ray/test_job_submission_dashboard.py::TestJobSubmissionDashboard::test_job_submission_dashboard[2.9]
[gw14] [ 24%] PASSED tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_batch_prediction_for_text_generation[rest]
tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_batch_prediction_for_textembedding[grpc]
[gw14] [ 24%] PASSED tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_batch_prediction_for_textembedding[grpc]
tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_batch_prediction_for_textembedding[rest]
[gw13] [ 25%] FAILED tests/system/aiplatform/test_prediction_cpr.py::TestPredictionCpr::test_build_cpr_model_upload_and_deploy
tests/system/aiplatform/test_private_endpoint.py::TestPrivateEndpoint::test_create_deploy_delete_private_endpoint
[gw14] [ 25%] PASSED tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_batch_prediction_for_textembedding[rest]
tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_batch_prediction_for_code_generation[grpc]
[gw11] [ 26%] PASSED tests/system/aiplatform/test_experiments.py::TestExperiments::test_add_pipeline_job_to_experiment
tests/system/aiplatform/test_experiments.py::TestExperiments::test_get_experiments_df
[gw11] [ 26%] PASSED tests/system/aiplatform/test_experiments.py::TestExperiments::test_get_experiments_df
tests/system/aiplatform/test_experiments.py::TestExperiments::test_get_experiments_df_include_time_series_false
[gw14] [ 26%] PASSED tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_batch_prediction_for_code_generation[grpc]
tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_batch_prediction_for_code_generation[rest]
[gw11] [ 27%] PASSED tests/system/aiplatform/test_experiments.py::TestExperiments::test_get_experiments_df_include_time_series_false
tests/system/aiplatform/test_experiments.py::TestExperiments::test_delete_run_does_not_exist_raises_exception
[gw11] [ 27%] PASSED tests/system/aiplatform/test_experiments.py::TestExperiments::test_delete_run_does_not_exist_raises_exception
tests/system/aiplatform/test_experiments.py::TestExperiments::test_delete_run_success
[gw11] [ 28%] PASSED tests/system/aiplatform/test_experiments.py::TestExperiments::test_delete_run_success
tests/system/aiplatform/test_experiments.py::TestExperiments::test_reuse_run_success
[gw11] [ 28%] PASSED tests/system/aiplatform/test_experiments.py::TestExperiments::test_reuse_run_success
tests/system/aiplatform/test_experiments.py::TestExperiments::test_delete_run_then_tensorboard_success
[gw11] [ 28%] PASSED tests/system/aiplatform/test_experiments.py::TestExperiments::test_delete_run_then_tensorboard_success
tests/system/aiplatform/test_experiments.py::TestExperiments::test_delete_wout_backing_tensorboard_reuse_run_raises_exception
[gw11] [ 29%] PASSED tests/system/aiplatform/test_experiments.py::TestExperiments::test_delete_wout_backing_tensorboard_reuse_run_raises_exception
tests/system/aiplatform/test_experiments.py::TestExperiments::test_delete_experiment_does_not_exist_raises_exception
[gw11] [ 29%] PASSED tests/system/aiplatform/test_experiments.py::TestExperiments::test_delete_experiment_does_not_exist_raises_exception
tests/system/aiplatform/test_experiments.py::TestExperiments::test_init_associates_global_tensorboard_to_experiment
[gw14] [ 30%] PASSED tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_batch_prediction_for_code_generation[rest]
tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_code_generation_streaming[grpc]
[gw14] [ 30%] PASSED tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_code_generation_streaming[grpc]
tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_code_generation_streaming[rest]
[gw11] [ 30%] PASSED tests/system/aiplatform/test_experiments.py::TestExperiments::test_init_associates_global_tensorboard_to_experiment
tests/system/aiplatform/test_experiments.py::TestExperiments::test_get_backing_tensorboard_resource_returns_tensorboard
[gw14] [ 31%] PASSED tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_code_generation_streaming[rest]
tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_code_chat_model_send_message_streaming[grpc]
[gw11] [ 31%] PASSED tests/system/aiplatform/test_experiments.py::TestExperiments::test_get_backing_tensorboard_resource_returns_tensorboard
tests/system/aiplatform/test_experiments.py::TestExperiments::test_get_backing_tensorboard_resource_returns_none
[gw14] [ 32%] FAILED tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_code_chat_model_send_message_streaming[grpc]
tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_code_chat_model_send_message_streaming[rest]
[gw11] [ 32%] PASSED tests/system/aiplatform/test_experiments.py::TestExperiments::test_get_backing_tensorboard_resource_returns_none
tests/system/aiplatform/test_experiments.py::TestExperiments::test_delete_backing_tensorboard_experiment_run_success
[gw14] [ 33%] FAILED tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_code_chat_model_send_message_streaming[rest]
tests/system/vertexai/test_batch_prediction.py::TestBatchPrediction::test_batch_prediction_with_gcs_input
[gw11] [ 33%] PASSED tests/system/aiplatform/test_experiments.py::TestExperiments::test_delete_backing_tensorboard_experiment_run_success
tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_with_cached_content_from_text[grpc-PROD_ENDPOINT]
[gw8] [ 33%] PASSED tests/system/aiplatform/test_project_id_inference.py::TestProjectIDInference::test_project_id_inference
tests/system/aiplatform/test_telemetry.py::TestTelemetry::test_single_context_manager
[gw8] [ 34%] PASSED tests/system/aiplatform/test_telemetry.py::TestTelemetry::test_single_context_manager
tests/system/aiplatform/test_telemetry.py::TestTelemetry::test_nested_context_manager
[gw8] [ 34%] PASSED tests/system/aiplatform/test_telemetry.py::TestTelemetry::test_nested_context_manager
tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_local[_get_tokenizer_for_model_preview-gemini-1.0-pro-udhr-udhr-PROD_ENDPOINT]
[gw10] [ 35%] PASSED tests/system/aiplatform/test_experiment_model.py::TestExperimentModel::test_deploy_model_with_cpu_container
tests/system/aiplatform/test_experiment_model.py::TestExperimentModel::test_deploy_model_with_gpu_container
[gw8] [ 35%] PASSED tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_local[_get_tokenizer_for_model_preview-gemini-1.0-pro-udhr-udhr-PROD_ENDPOINT]
tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_local[_get_tokenizer_for_model_preview-gemini-1.5-pro-udhr-udhr-PROD_ENDPOINT]
[gw8] [ 35%] PASSED tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_local[_get_tokenizer_for_model_preview-gemini-1.5-pro-udhr-udhr-PROD_ENDPOINT]
tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_local[_get_tokenizer_for_model_preview-gemini-1.5-flash-udhr-udhr-PROD_ENDPOINT]
[gw2] [ 36%] PASSED tests/system/aiplatform/test_custom_job.py::TestCustomJob::test_from_local_script_prebuilt_container
tests/system/aiplatform/test_custom_job.py::TestCustomJob::test_from_local_script_custom_container
[gw11] [ 36%] PASSED tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_with_cached_content_from_text[grpc-PROD_ENDPOINT]
tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_with_cached_content_from_text[rest-PROD_ENDPOINT]
[gw12] [ 37%] PASSED tests/system/aiplatform/test_featurestore.py::TestFeaturestore::test_create_get_list_featurestore
tests/system/aiplatform/test_featurestore.py::TestFeaturestore::test_create_get_list_entity_types
[gw12] [ 37%] PASSED tests/system/aiplatform/test_featurestore.py::TestFeaturestore::test_create_get_list_entity_types
tests/system/aiplatform/test_featurestore.py::TestFeaturestore::test_create_get_list_features
[gw8] [ 38%] PASSED tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_local[_get_tokenizer_for_model_preview-gemini-1.5-flash-udhr-udhr-PROD_ENDPOINT]
tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_local[_get_tokenizer_for_model_preview-gemini-1.5-flash-002-udhr-udhr-PROD_ENDPOINT]
[gw12] [ 38%] PASSED tests/system/aiplatform/test_featurestore.py::TestFeaturestore::test_create_get_list_features
tests/system/aiplatform/test_featurestore.py::TestFeaturestore::test_ingest_feature_values
[gw13] [ 38%] PASSED tests/system/aiplatform/test_private_endpoint.py::TestPrivateEndpoint::test_create_deploy_delete_private_endpoint
tests/system/aiplatform/test_vizier.py::TestVizier::test_vizier_lifecycle
[gw13] [ 39%] PASSED tests/system/aiplatform/test_vizier.py::TestVizier::test_vizier_lifecycle
tests/system/aiplatform/test_vizier.py::TestVizier::test_vizier_study_deletion
[gw13] [ 39%] PASSED tests/system/aiplatform/test_vizier.py::TestVizier::test_vizier_study_deletion
tests/system/aiplatform/test_vizier.py::TestVizier::test_vizier_trial_deletion
[gw8] [ 40%] PASSED tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_local[_get_tokenizer_for_model_preview-gemini-1.5-flash-002-udhr-udhr-PROD_ENDPOINT]
tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_local[_get_tokenizer_for_model_preview-gemini-1.5-pro-002-udhr-udhr-PROD_ENDPOINT]
[gw13] [ 40%] PASSED tests/system/aiplatform/test_vizier.py::TestVizier::test_vizier_trial_deletion
[gw11] [ 40%] PASSED tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_with_cached_content_from_text[rest-PROD_ENDPOINT]
tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_from_text[grpc-PROD_ENDPOINT]
[gw11] [ 41%] PASSED tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_from_text[grpc-PROD_ENDPOINT]
tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_from_text[rest-PROD_ENDPOINT]
[gw11] [ 41%] PASSED tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_from_text[rest-PROD_ENDPOINT]
tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_latency[grpc-PROD_ENDPOINT]
[gw11] [ 42%] PASSED tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_latency[grpc-PROD_ENDPOINT]
tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_latency[rest-PROD_ENDPOINT]
[gw8] [ 42%] PASSED tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_local[_get_tokenizer_for_model_preview-gemini-1.5-pro-002-udhr-udhr-PROD_ENDPOINT]
tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_local[get_tokenizer_for_model-gemini-1.0-pro-udhr-udhr-PROD_ENDPOINT]
[gw11] [ 42%] PASSED tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_latency[rest-PROD_ENDPOINT]
tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_async[grpc-PROD_ENDPOINT]
[gw11] [ 43%] PASSED tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_async[grpc-PROD_ENDPOINT]
tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_async[rest-PROD_ENDPOINT]
[gw11] [ 43%] PASSED tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_async[rest-PROD_ENDPOINT]
tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_streaming[grpc-PROD_ENDPOINT]
[gw11] [ 44%] PASSED tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_streaming[grpc-PROD_ENDPOINT]
tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_streaming[rest-PROD_ENDPOINT]
[gw11] [ 44%] PASSED tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_streaming[rest-PROD_ENDPOINT]
tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_streaming_async[grpc-PROD_ENDPOINT]
[gw11] [ 45%] PASSED tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_streaming_async[grpc-PROD_ENDPOINT]
tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_streaming_async[rest-PROD_ENDPOINT]
[gw11] [ 45%] PASSED tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_streaming_async[rest-PROD_ENDPOINT]
tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_with_parameters[grpc-PROD_ENDPOINT]
[gw11] [ 45%] PASSED tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_with_parameters[grpc-PROD_ENDPOINT]
tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_with_parameters[rest-PROD_ENDPOINT]
[gw11] [ 46%] PASSED tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_with_parameters[rest-PROD_ENDPOINT]
tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_with_gemini_15_parameters[grpc-PROD_ENDPOINT]
[gw8] [ 46%] PASSED tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_local[get_tokenizer_for_model-gemini-1.0-pro-udhr-udhr-PROD_ENDPOINT]
tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_local[get_tokenizer_for_model-gemini-1.5-pro-udhr-udhr-PROD_ENDPOINT]
[gw14] [ 47%] PASSED tests/system/vertexai/test_batch_prediction.py::TestBatchPrediction::test_batch_prediction_with_gcs_input
tests/system/vertexai/test_batch_prediction.py::TestBatchPrediction::test_batch_prediction_with_bq_input
[gw11] [ 47%] PASSED tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_with_gemini_15_parameters[grpc-PROD_ENDPOINT]
tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_with_gemini_15_parameters[rest-PROD_ENDPOINT]
[gw11] [ 47%] PASSED tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_with_gemini_15_parameters[rest-PROD_ENDPOINT]
tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_from_list_of_content_dict[grpc-PROD_ENDPOINT]
[gw11] [ 48%] PASSED tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_from_list_of_content_dict[grpc-PROD_ENDPOINT]
tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_from_list_of_content_dict[rest-PROD_ENDPOINT]
[gw11] [ 48%] PASSED tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_from_list_of_content_dict[rest-PROD_ENDPOINT]
tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_from_remote_image[grpc-PROD_ENDPOINT]
[gw11] [ 49%] SKIPPED tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_from_remote_image[grpc-PROD_ENDPOINT]
tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_from_remote_image[rest-PROD_ENDPOINT]
[gw11] [ 49%] SKIPPED tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_from_remote_image[rest-PROD_ENDPOINT]
tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_from_text_and_remote_image[grpc-PROD_ENDPOINT]
[gw11] [ 50%] PASSED tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_from_text_and_remote_image[grpc-PROD_ENDPOINT]
tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_from_text_and_remote_image[rest-PROD_ENDPOINT]
[gw11] [ 50%] PASSED tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_from_text_and_remote_image[rest-PROD_ENDPOINT]
tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_from_text_and_remote_video[grpc-PROD_ENDPOINT]
[gw8] [ 50%] PASSED tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_local[get_tokenizer_for_model-gemini-1.5-pro-udhr-udhr-PROD_ENDPOINT]
tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_local[get_tokenizer_for_model-gemini-1.5-flash-udhr-udhr-PROD_ENDPOINT]
[gw11] [ 51%] PASSED tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_from_text_and_remote_video[grpc-PROD_ENDPOINT]
tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_from_text_and_remote_video[rest-PROD_ENDPOINT]
[gw11] [ 51%] PASSED tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_from_text_and_remote_video[rest-PROD_ENDPOINT]
tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_from_text_and_remote_audio[grpc-PROD_ENDPOINT]
[gw11] [ 52%] PASSED tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_from_text_and_remote_audio[grpc-PROD_ENDPOINT]
tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_from_text_and_remote_audio[rest-PROD_ENDPOINT]
[gw8] [ 52%] PASSED tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_local[get_tokenizer_for_model-gemini-1.5-flash-udhr-udhr-PROD_ENDPOINT]
tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_local[get_tokenizer_for_model-gemini-1.5-flash-002-udhr-udhr-PROD_ENDPOINT]
[gw11] [ 52%] PASSED tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_from_text_and_remote_audio[rest-PROD_ENDPOINT]
tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_grounding_google_search_retriever[grpc-PROD_ENDPOINT]
[gw3] [ 53%] PASSED tests/system/aiplatform/test_dataset.py::TestDataset::test_get_new_dataset_and_import
tests/system/aiplatform/test_dataset.py::TestDataset::test_create_and_import_image_dataset
[gw11] [ 53%] PASSED tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_grounding_google_search_retriever[grpc-PROD_ENDPOINT]
tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_grounding_google_search_retriever[rest-PROD_ENDPOINT]
[gw11] [ 54%] PASSED tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_grounding_google_search_retriever[rest-PROD_ENDPOINT]
tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_send_message_from_text[grpc-PROD_ENDPOINT]
[gw11] [ 54%] PASSED tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_send_message_from_text[grpc-PROD_ENDPOINT]
tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_send_message_from_text[rest-PROD_ENDPOINT]
[gw8] [ 54%] PASSED tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_local[get_tokenizer_for_model-gemini-1.5-flash-002-udhr-udhr-PROD_ENDPOINT]
tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_local[get_tokenizer_for_model-gemini-1.5-pro-002-udhr-udhr-PROD_ENDPOINT]
[gw11] [ 55%] PASSED tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_send_message_from_text[rest-PROD_ENDPOINT]
tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_chat_function_calling[grpc-PROD_ENDPOINT]
[gw11] [ 55%] PASSED tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_chat_function_calling[grpc-PROD_ENDPOINT]
tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_chat_function_calling[rest-PROD_ENDPOINT]
[gw11] [ 56%] FAILED tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_chat_function_calling[rest-PROD_ENDPOINT]
tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_function_calling[grpc-PROD_ENDPOINT]
[gw11] [ 56%] FAILED tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_function_calling[grpc-PROD_ENDPOINT]
tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_function_calling[rest-PROD_ENDPOINT]
[gw11] [ 57%] FAILED tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_function_calling[rest-PROD_ENDPOINT]
tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_model_router[grpc-PROD_ENDPOINT]
[gw11] [ 57%] PASSED tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_model_router[grpc-PROD_ENDPOINT]
tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_model_router[rest-PROD_ENDPOINT]
[gw11] [ 57%] PASSED tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_model_router[rest-PROD_ENDPOINT]
tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_chat_automatic_function_calling[grpc-PROD_ENDPOINT]
[gw11] [ 58%] PASSED tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_chat_automatic_function_calling[grpc-PROD_ENDPOINT]
tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_chat_automatic_function_calling[rest-PROD_ENDPOINT]
[gw11] [ 58%] PASSED tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_chat_automatic_function_calling[rest-PROD_ENDPOINT]
tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_additional_request_metadata[grpc-PROD_ENDPOINT]
[gw11] [ 59%] PASSED tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_additional_request_metadata[grpc-PROD_ENDPOINT]
tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_additional_request_metadata[rest-PROD_ENDPOINT]
[gw11] [ 59%] PASSED tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_additional_request_metadata[rest-PROD_ENDPOINT]
tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_compute_tokens_from_text[grpc-PROD_ENDPOINT]
[gw11] [ 59%] PASSED tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_compute_tokens_from_text[grpc-PROD_ENDPOINT]
tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_compute_tokens_from_text[rest-PROD_ENDPOINT]
[gw11] [ 60%] PASSED tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_compute_tokens_from_text[rest-PROD_ENDPOINT]
tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_count_tokens_from_text[grpc-PROD_ENDPOINT]
[gw11] [ 60%] PASSED tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_count_tokens_from_text[grpc-PROD_ENDPOINT]
tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_count_tokens_from_text[rest-PROD_ENDPOINT]
[gw11] [ 61%] PASSED tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_count_tokens_from_text[rest-PROD_ENDPOINT]
[gw8] [ 61%] PASSED tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_local[get_tokenizer_for_model-gemini-1.5-pro-002-udhr-udhr-PROD_ENDPOINT]
tests/system/vertexai/test_tokenization.py::TestTokenization::test_compute_tokens[_get_tokenizer_for_model_preview-gemini-1.0-pro-udhr-udhr-PROD_ENDPOINT]
[gw2] [ 61%] PASSED tests/system/aiplatform/test_custom_job.py::TestCustomJob::test_from_local_script_custom_container
tests/system/aiplatform/test_custom_job.py::TestCustomJob::test_from_local_script_enable_autolog_prebuilt_container
[gw8] [ 62%] PASSED tests/system/vertexai/test_tokenization.py::TestTokenization::test_compute_tokens[_get_tokenizer_for_model_preview-gemini-1.0-pro-udhr-udhr-PROD_ENDPOINT]
tests/system/vertexai/test_tokenization.py::TestTokenization::test_compute_tokens[_get_tokenizer_for_model_preview-gemini-1.5-pro-udhr-udhr-PROD_ENDPOINT]
[gw8] [ 62%] PASSED tests/system/vertexai/test_tokenization.py::TestTokenization::test_compute_tokens[_get_tokenizer_for_model_preview-gemini-1.5-pro-udhr-udhr-PROD_ENDPOINT]
tests/system/vertexai/test_tokenization.py::TestTokenization::test_compute_tokens[_get_tokenizer_for_model_preview-gemini-1.5-flash-udhr-udhr-PROD_ENDPOINT]
[gw14] [ 63%] PASSED tests/system/vertexai/test_batch_prediction.py::TestBatchPrediction::test_batch_prediction_with_bq_input
tests/system/vertexai/test_reasoning_engines.py::TestReasoningEngines::test_langchain_template
[gw10] [ 63%] PASSED tests/system/aiplatform/test_experiment_model.py::TestExperimentModel::test_deploy_model_with_gpu_container
tests/system/vertex_ray/test_cluster_management.py::TestClusterManagement::test_cluster_management[2.9]
[gw8] [ 64%] PASSED tests/system/vertexai/test_tokenization.py::TestTokenization::test_compute_tokens[_get_tokenizer_for_model_preview-gemini-1.5-flash-udhr-udhr-PROD_ENDPOINT]
tests/system/vertexai/test_tokenization.py::TestTokenization::test_compute_tokens[_get_tokenizer_for_model_preview-gemini-1.5-flash-002-udhr-udhr-PROD_ENDPOINT]
[gw8] [ 64%] PASSED tests/system/vertexai/test_tokenization.py::TestTokenization::test_compute_tokens[_get_tokenizer_for_model_preview-gemini-1.5-flash-002-udhr-udhr-PROD_ENDPOINT]
tests/system/vertexai/test_tokenization.py::TestTokenization::test_compute_tokens[_get_tokenizer_for_model_preview-gemini-1.5-pro-002-udhr-udhr-PROD_ENDPOINT]
[gw12] [ 64%] PASSED tests/system/aiplatform/test_featurestore.py::TestFeaturestore::test_ingest_feature_values
tests/system/aiplatform/test_featurestore.py::TestFeaturestore::test_batch_create_features
[gw12] [ 65%] PASSED tests/system/aiplatform/test_featurestore.py::TestFeaturestore::test_batch_create_features
tests/system/aiplatform/test_featurestore.py::TestFeaturestore::test_ingest_feature_values_from_df_using_feature_time_column_and_online_read_multiple_entities
[gw8] [ 65%] PASSED tests/system/vertexai/test_tokenization.py::TestTokenization::test_compute_tokens[_get_tokenizer_for_model_preview-gemini-1.5-pro-002-udhr-udhr-PROD_ENDPOINT]
tests/system/vertexai/test_tokenization.py::TestTokenization::test_compute_tokens[get_tokenizer_for_model-gemini-1.0-pro-udhr-udhr-PROD_ENDPOINT]
[gw8] [ 66%] PASSED tests/system/vertexai/test_tokenization.py::TestTokenization::test_compute_tokens[get_tokenizer_for_model-gemini-1.0-pro-udhr-udhr-PROD_ENDPOINT]
tests/system/vertexai/test_tokenization.py::TestTokenization::test_compute_tokens[get_tokenizer_for_model-gemini-1.5-pro-udhr-udhr-PROD_ENDPOINT]
[gw0] [ 66%] PASSED tests/system/vertex_ray/test_job_submission_dashboard.py::TestJobSubmissionDashboard::test_job_submission_dashboard[2.9]
tests/system/vertex_ray/test_job_submission_dashboard.py::TestJobSubmissionDashboard::test_job_submission_dashboard[2.33]
[gw8] [ 66%] PASSED tests/system/vertexai/test_tokenization.py::TestTokenization::test_compute_tokens[get_tokenizer_for_model-gemini-1.5-pro-udhr-udhr-PROD_ENDPOINT]
tests/system/vertexai/test_tokenization.py::TestTokenization::test_compute_tokens[get_tokenizer_for_model-gemini-1.5-flash-udhr-udhr-PROD_ENDPOINT]
[gw8] [ 67%] PASSED tests/system/vertexai/test_tokenization.py::TestTokenization::test_compute_tokens[get_tokenizer_for_model-gemini-1.5-flash-udhr-udhr-PROD_ENDPOINT]
tests/system/vertexai/test_tokenization.py::TestTokenization::test_compute_tokens[get_tokenizer_for_model-gemini-1.5-flash-002-udhr-udhr-PROD_ENDPOINT]
[gw14] [ 67%] PASSED tests/system/vertexai/test_reasoning_engines.py::TestReasoningEngines::test_langchain_template
[gw8] [ 68%] PASSED tests/system/vertexai/test_tokenization.py::TestTokenization::test_compute_tokens[get_tokenizer_for_model-gemini-1.5-flash-002-udhr-udhr-PROD_ENDPOINT]
tests/system/vertexai/test_tokenization.py::TestTokenization::test_compute_tokens[get_tokenizer_for_model-gemini-1.5-pro-002-udhr-udhr-PROD_ENDPOINT]
[gw8] [ 68%] PASSED tests/system/vertexai/test_tokenization.py::TestTokenization::test_compute_tokens[get_tokenizer_for_model-gemini-1.5-pro-002-udhr-udhr-PROD_ENDPOINT]
tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_system_instruction[gemini-1.0-pro-PROD_ENDPOINT]
[gw8] [ 69%] PASSED tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_system_instruction[gemini-1.0-pro-PROD_ENDPOINT]
tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_system_instruction[gemini-1.5-pro-PROD_ENDPOINT]
[gw8] [ 69%] PASSED tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_system_instruction[gemini-1.5-pro-PROD_ENDPOINT]
tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_system_instruction[gemini-1.5-flash-PROD_ENDPOINT]
[gw8] [ 69%] PASSED tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_system_instruction[gemini-1.5-flash-PROD_ENDPOINT]
tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_system_instruction[gemini-1.5-flash-002-PROD_ENDPOINT]
[gw8] [ 70%] PASSED tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_system_instruction[gemini-1.5-flash-002-PROD_ENDPOINT]
tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_system_instruction[gemini-1.5-pro-002-PROD_ENDPOINT]
[gw8] [ 70%] PASSED tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_system_instruction[gemini-1.5-pro-002-PROD_ENDPOINT]
tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_system_instruction_is_function_call[gemini-1.0-pro-PROD_ENDPOINT]
[gw8] [ 71%] PASSED tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_system_instruction_is_function_call[gemini-1.0-pro-PROD_ENDPOINT]
tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_system_instruction_is_function_call[gemini-1.5-pro-PROD_ENDPOINT]
[gw8] [ 71%] PASSED tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_system_instruction_is_function_call[gemini-1.5-pro-PROD_ENDPOINT]
tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_system_instruction_is_function_call[gemini-1.5-flash-PROD_ENDPOINT]
[gw8] [ 71%] PASSED tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_system_instruction_is_function_call[gemini-1.5-flash-PROD_ENDPOINT]
tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_system_instruction_is_function_call[gemini-1.5-flash-002-PROD_ENDPOINT]
[gw8] [ 72%] PASSED tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_system_instruction_is_function_call[gemini-1.5-flash-002-PROD_ENDPOINT]
tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_system_instruction_is_function_call[gemini-1.5-pro-002-PROD_ENDPOINT]
[gw8] [ 72%] PASSED tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_system_instruction_is_function_call[gemini-1.5-pro-002-PROD_ENDPOINT]
tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_system_instruction_is_function_response[gemini-1.0-pro-PROD_ENDPOINT]
[gw8] [ 73%] PASSED tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_system_instruction_is_function_response[gemini-1.0-pro-PROD_ENDPOINT]
tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_system_instruction_is_function_response[gemini-1.5-pro-PROD_ENDPOINT]
[gw8] [ 73%] PASSED tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_system_instruction_is_function_response[gemini-1.5-pro-PROD_ENDPOINT]
tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_system_instruction_is_function_response[gemini-1.5-flash-PROD_ENDPOINT]
[gw8] [ 73%] PASSED tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_system_instruction_is_function_response[gemini-1.5-flash-PROD_ENDPOINT]
tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_system_instruction_is_function_response[gemini-1.5-flash-002-PROD_ENDPOINT]
[gw8] [ 74%] PASSED tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_system_instruction_is_function_response[gemini-1.5-flash-002-PROD_ENDPOINT]
tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_system_instruction_is_function_response[gemini-1.5-pro-002-PROD_ENDPOINT]
[gw8] [ 74%] PASSED tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_system_instruction_is_function_response[gemini-1.5-pro-002-PROD_ENDPOINT]
tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_tool_is_function_declaration[gemini-1.0-pro-PROD_ENDPOINT]
[gw8] [ 75%] PASSED tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_tool_is_function_declaration[gemini-1.0-pro-PROD_ENDPOINT]
tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_tool_is_function_declaration[gemini-1.5-pro-PROD_ENDPOINT]
[gw8] [ 75%] PASSED tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_tool_is_function_declaration[gemini-1.5-pro-PROD_ENDPOINT]
tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_tool_is_function_declaration[gemini-1.5-flash-PROD_ENDPOINT]
[gw8] [ 76%] PASSED tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_tool_is_function_declaration[gemini-1.5-flash-PROD_ENDPOINT]
tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_tool_is_function_declaration[gemini-1.5-flash-002-PROD_ENDPOINT]
[gw8] [ 76%] PASSED tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_tool_is_function_declaration[gemini-1.5-flash-002-PROD_ENDPOINT]
tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_tool_is_function_declaration[gemini-1.5-pro-002-PROD_ENDPOINT]
[gw8] [ 76%] PASSED tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_tool_is_function_declaration[gemini-1.5-pro-002-PROD_ENDPOINT]
tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_content_is_function_call[gemini-1.0-pro-PROD_ENDPOINT]
[gw8] [ 77%] PASSED tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_content_is_function_call[gemini-1.0-pro-PROD_ENDPOINT]
tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_content_is_function_call[gemini-1.5-pro-PROD_ENDPOINT]
[gw8] [ 77%] PASSED tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_content_is_function_call[gemini-1.5-pro-PROD_ENDPOINT]
tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_content_is_function_call[gemini-1.5-flash-PROD_ENDPOINT]
[gw8] [ 78%] PASSED tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_content_is_function_call[gemini-1.5-flash-PROD_ENDPOINT]
tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_content_is_function_call[gemini-1.5-flash-002-PROD_ENDPOINT]
[gw8] [ 78%] PASSED tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_content_is_function_call[gemini-1.5-flash-002-PROD_ENDPOINT]
tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_content_is_function_call[gemini-1.5-pro-002-PROD_ENDPOINT]
[gw8] [ 78%] PASSED tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_content_is_function_call[gemini-1.5-pro-002-PROD_ENDPOINT]
tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_content_is_function_response[gemini-1.0-pro-PROD_ENDPOINT]
[gw8] [ 79%] PASSED tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_content_is_function_response[gemini-1.0-pro-PROD_ENDPOINT]
tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_content_is_function_response[gemini-1.5-pro-PROD_ENDPOINT]
[gw8] [ 79%] PASSED tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_content_is_function_response[gemini-1.5-pro-PROD_ENDPOINT]
tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_content_is_function_response[gemini-1.5-flash-PROD_ENDPOINT]
[gw8] [ 80%] PASSED tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_content_is_function_response[gemini-1.5-flash-PROD_ENDPOINT]
tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_content_is_function_response[gemini-1.5-flash-002-PROD_ENDPOINT]
[gw8] [ 80%] PASSED tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_content_is_function_response[gemini-1.5-flash-002-PROD_ENDPOINT]
tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_content_is_function_response[gemini-1.5-pro-002-PROD_ENDPOINT]
[gw8] [ 80%] PASSED tests/system/vertexai/test_tokenization.py::TestTokenization::test_count_tokens_content_is_function_response[gemini-1.5-pro-002-PROD_ENDPOINT]
[gw2] [ 81%] PASSED tests/system/aiplatform/test_custom_job.py::TestCustomJob::test_from_local_script_enable_autolog_prebuilt_container
tests/system/aiplatform/test_custom_job.py::TestCustomJob::test_from_local_script_enable_autolog_custom_container
[gw12] [ 81%] PASSED tests/system/aiplatform/test_featurestore.py::TestFeaturestore::test_ingest_feature_values_from_df_using_feature_time_column_and_online_read_multiple_entities
tests/system/aiplatform/test_featurestore.py::TestFeaturestore::test_ingest_feature_values_from_df_using_feature_time_datetime_and_online_read_single_entity
[gw3] [ 82%] PASSED tests/system/aiplatform/test_dataset.py::TestDataset::test_create_and_import_image_dataset
tests/system/aiplatform/test_dataset.py::TestDataset::test_create_tabular_dataset
[gw3] [ 82%] PASSED tests/system/aiplatform/test_dataset.py::TestDataset::test_create_tabular_dataset
tests/system/aiplatform/test_dataset.py::TestDataset::test_create_tabular_dataset_from_dataframe
[gw3] [ 83%] PASSED tests/system/aiplatform/test_dataset.py::TestDataset::test_create_tabular_dataset_from_dataframe
tests/system/aiplatform/test_dataset.py::TestDataset::test_create_tabular_dataset_from_dataframe_with_provided_schema
[gw3] [ 83%] PASSED tests/system/aiplatform/test_dataset.py::TestDataset::test_create_tabular_dataset_from_dataframe_with_provided_schema
tests/system/aiplatform/test_dataset.py::TestDataset::test_create_time_series_dataset
[gw3] [ 83%] PASSED tests/system/aiplatform/test_dataset.py::TestDataset::test_create_time_series_dataset
tests/system/aiplatform/test_dataset.py::TestDataset::test_export_data
[gw3] [ 84%] PASSED tests/system/aiplatform/test_dataset.py::TestDataset::test_export_data
tests/system/aiplatform/test_dataset.py::TestDataset::test_export_data_for_custom_training
[gw3] [ 84%] PASSED tests/system/aiplatform/test_dataset.py::TestDataset::test_export_data_for_custom_training
tests/system/aiplatform/test_dataset.py::TestDataset::test_update_dataset
[gw3] [ 85%] PASSED tests/system/aiplatform/test_dataset.py::TestDataset::test_update_dataset
[gw2] [ 85%] PASSED tests/system/aiplatform/test_custom_job.py::TestCustomJob::test_from_local_script_enable_autolog_custom_container
[gw1] [ 85%] PASSED tests/system/aiplatform/test_batch_prediction.py::TestBatchPredictionJob::test_model_monitoring
tests/system/aiplatform/test_model_evaluation.py::TestModelEvaluationJob::test_model_evaluate_custom_tabular_model
[gw10] [ 86%] PASSED tests/system/vertex_ray/test_cluster_management.py::TestClusterManagement::test_cluster_management[2.9]
tests/system/vertex_ray/test_cluster_management.py::TestClusterManagement::test_cluster_management[2.33]
[gw12] [ 86%] PASSED tests/system/aiplatform/test_featurestore.py::TestFeaturestore::test_ingest_feature_values_from_df_using_feature_time_datetime_and_online_read_single_entity
tests/system/aiplatform/test_featurestore.py::TestFeaturestore::test_write_features
[gw12] [ 87%] PASSED tests/system/aiplatform/test_featurestore.py::TestFeaturestore::test_write_features
tests/system/aiplatform/test_featurestore.py::TestFeaturestore::test_search_features
[gw12] [ 87%] PASSED tests/system/aiplatform/test_featurestore.py::TestFeaturestore::test_search_features
tests/system/aiplatform/test_featurestore.py::TestFeaturestore::test_batch_serve_to_df
[gw12] [ 88%] PASSED tests/system/aiplatform/test_featurestore.py::TestFeaturestore::test_batch_serve_to_df
tests/system/aiplatform/test_featurestore.py::TestFeaturestore::test_batch_serve_to_gcs
[gw0] [ 88%] PASSED tests/system/vertex_ray/test_job_submission_dashboard.py::TestJobSubmissionDashboard::test_job_submission_dashboard[2.33]
tests/system/vertex_ray/test_ray_data.py::TestRayData::test_ray_data[2.9]
[gw10] [ 88%] PASSED tests/system/vertex_ray/test_cluster_management.py::TestClusterManagement::test_cluster_management[2.33]
[gw12] [ 89%] PASSED tests/system/aiplatform/test_featurestore.py::TestFeaturestore::test_batch_serve_to_gcs
tests/system/aiplatform/test_featurestore.py::TestFeaturestore::test_batch_serve_to_bq
[gw12] [ 89%] PASSED tests/system/aiplatform/test_featurestore.py::TestFeaturestore::test_batch_serve_to_bq
tests/system/aiplatform/test_featurestore.py::TestFeaturestore::test_online_reads
[gw12] [ 90%] PASSED tests/system/aiplatform/test_featurestore.py::TestFeaturestore::test_online_reads
[gw0] [ 90%] PASSED tests/system/vertex_ray/test_ray_data.py::TestRayData::test_ray_data[2.9]
tests/system/vertex_ray/test_ray_data.py::TestRayData::test_ray_data[2.33]
[gw1] [ 90%] PASSED tests/system/aiplatform/test_model_evaluation.py::TestModelEvaluationJob::test_model_evaluate_custom_tabular_model
[gw0] [ 91%] PASSED tests/system/vertex_ray/test_ray_data.py::TestRayData::test_ray_data[2.33]
[gw15] [ 91%] PASSED tests/system/aiplatform/test_matching_engine_index.py::TestMatchingEngine::test_create_get_list_matching_engine_index
tests/system/aiplatform/test_matching_engine_index.py::TestMatchingEngine::test_matching_engine_stream_index
[gw4] [ 92%] FAILED tests/system/aiplatform/test_e2e_forecasting.py::TestEndToEndForecasting2::test_end_to_end_forecasting[SequenceToSequencePlusForecastingTrainingJob]
tests/system/aiplatform/test_model_monitoring.py::TestModelDeploymentMonitoring::test_create_endpoint
[gw7] [ 92%] FAILED tests/system/aiplatform/test_e2e_forecasting.py::TestEndToEndForecasting4::test_end_to_end_forecasting[TimeSeriesDenseEncoderForecastingTrainingJob]
tests/system/aiplatform/test_model_version_management.py::TestVersionManagement::test_upload_deploy_manage_versioned_model
[gw7] [ 92%] PASSED tests/system/aiplatform/test_model_version_management.py::TestVersionManagement::test_upload_deploy_manage_versioned_model
[gw4] [ 93%] PASSED tests/system/aiplatform/test_model_monitoring.py::TestModelDeploymentMonitoring::test_create_endpoint
tests/system/aiplatform/test_model_monitoring.py::TestModelDeploymentMonitoring::test_mdm_two_models_one_valid_config
[gw4] [ 93%] PASSED tests/system/aiplatform/test_model_monitoring.py::TestModelDeploymentMonitoring::test_mdm_two_models_one_valid_config
tests/system/aiplatform/test_model_monitoring.py::TestModelDeploymentMonitoring::test_mdm_pause_and_update_config
[gw4] [ 94%] SKIPPED tests/system/aiplatform/test_model_monitoring.py::TestModelDeploymentMonitoring::test_mdm_pause_and_update_config
tests/system/aiplatform/test_model_monitoring.py::TestModelDeploymentMonitoring::test_mdm_two_models_two_valid_configs
[gw4] [ 94%] PASSED tests/system/aiplatform/test_model_monitoring.py::TestModelDeploymentMonitoring::test_mdm_two_models_two_valid_configs
tests/system/aiplatform/test_model_monitoring.py::TestModelDeploymentMonitoring::test_mdm_invalid_config_incorrect_model_id
[gw4] [ 95%] PASSED tests/system/aiplatform/test_model_monitoring.py::TestModelDeploymentMonitoring::test_mdm_invalid_config_incorrect_model_id
tests/system/aiplatform/test_model_monitoring.py::TestModelDeploymentMonitoring::test_mdm_invalid_config_xai
[gw4] [ 95%] PASSED tests/system/aiplatform/test_model_monitoring.py::TestModelDeploymentMonitoring::test_mdm_invalid_config_xai
tests/system/aiplatform/test_model_monitoring.py::TestModelDeploymentMonitoring::test_mdm_two_models_invalid_configs_xai
[gw4] [ 95%] PASSED tests/system/aiplatform/test_model_monitoring.py::TestModelDeploymentMonitoring::test_mdm_two_models_invalid_configs_xai
tests/system/aiplatform/test_model_monitoring.py::TestModelDeploymentMonitoring::test_mdm_notification_channel_alert_config
[gw4] [ 96%] PASSED tests/system/aiplatform/test_model_monitoring.py::TestModelDeploymentMonitoring::test_mdm_notification_channel_alert_config
[gw6] [ 96%] PASSED tests/system/aiplatform/test_e2e_forecasting.py::TestEndToEndForecasting3::test_end_to_end_forecasting[TemporalFusionTransformerForecastingTrainingJob]
tests/system/aiplatform/test_model_upload.py::TestModelUploadAndUpdate::test_upload_and_deploy_xgboost_model
[gw5] [ 97%] PASSED tests/system/aiplatform/test_e2e_forecasting.py::TestEndToEndForecasting1::test_end_to_end_forecasting[AutoMLForecastingTrainingJob]
tests/system/aiplatform/test_model_interactions.py::TestModelInteractions::test_prediction
[gw5] [ 97%] PASSED tests/system/aiplatform/test_model_interactions.py::TestModelInteractions::test_prediction
tests/system/aiplatform/test_model_interactions.py::TestModelInteractions::test_endpoint_predict_async
[gw5] [ 97%] PASSED tests/system/aiplatform/test_model_interactions.py::TestModelInteractions::test_endpoint_predict_async
[gw9] [ 98%] PASSED tests/system/aiplatform/test_e2e_tabular.py::TestEndToEndTabular::test_end_to_end_tabular
tests/system/aiplatform/test_persistent_resource.py::TestPersistentResource::test_create_persistent_resource
[gw6] [ 98%] PASSED tests/system/aiplatform/test_model_upload.py::TestModelUploadAndUpdate::test_upload_and_deploy_xgboost_model
[gw9] [ 99%] PASSED tests/system/aiplatform/test_persistent_resource.py::TestPersistentResource::test_create_persistent_resource
[gw15] [ 99%] PASSED tests/system/aiplatform/test_matching_engine_index.py::TestMatchingEngine::test_matching_engine_stream_index
tests/system/aiplatform/test_pipeline_job_schedule.py::TestPipelineJobSchedule::test_create_get_pause_resume_update_list
[gw15] [100%] PASSED tests/system/aiplatform/test_pipeline_job_schedule.py::TestPipelineJobSchedule::test_create_get_pause_resume_update_list

=================================== FAILURES ===================================
____________ TestAutologging.test_autologging_with_autorun_creation ____________
[gw0] linux -- Python 3.10.15 /tmpfs/src/github/python-aiplatform/.nox/system-3-10/bin/python

self = Index(['experiment_name', 'run_name', 'run_type', 'state', 'param.copy_X',
'param.fit_intercept', 'param.positi...ot_mean_squared_error', 'metric.training_r2_score',
'metric.training_mean_squared_error'],
dtype='object')
key = 'metric.training_mae'

def get_loc(self, key):
"""
Get integer location, slice or boolean mask for requested label.

Parameters
----------
key : label

Returns
-------
int if unique index, slice if monotonic index, else mask

Examples
--------
>>> unique_index = pd.Index(list('abc'))
>>> unique_index.get_loc('b')
1

>>> monotonic_index = pd.Index(list('abbc'))
>>> monotonic_index.get_loc('b')
slice(1, 3, None)

>>> non_monotonic_index = pd.Index(list('abcb'))
>>> non_monotonic_index.get_loc('b')
array([False, True, False, True])
"""
casted_key = self._maybe_cast_indexer(key)
try:
> return self._engine.get_loc(casted_key)

.nox/system-3-10/lib/python3.10/site-packages/pandas/core/indexes/base.py:3805:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
index.pyx:167: in pandas._libs.index.IndexEngine.get_loc
???
index.pyx:196: in pandas._libs.index.IndexEngine.get_loc
???
pandas/_libs/hashtable_class_helper.pxi:7081: in pandas._libs.hashtable.PyObjectHashTable.get_item
???
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

> ???
E KeyError: 'metric.training_mae'

pandas/_libs/hashtable_class_helper.pxi:7089: KeyError

The above exception was the direct cause of the following exception:

self =
shared_state = {'bucket': , 'resources': [}

def test_autologging_with_autorun_creation(self, shared_state):

aiplatform.init(
project=e2e_base._PROJECT,
location=e2e_base._LOCATION,
experiment=self._experiment_autocreate_scikit,
experiment_tensorboard=self._backing_tensorboard,
)

shared_state["resources"] = [self._backing_tensorboard]

shared_state["resources"].append(
aiplatform.metadata.metadata._experiment_tracker.experiment
)

aiplatform.autolog()

build_and_train_test_scikit_model()

# Confirm sklearn run, params, and metrics exist
experiment_df_scikit = aiplatform.get_experiment_df()
assert experiment_df_scikit["run_name"][0].startswith("sklearn-")
assert experiment_df_scikit["param.fit_intercept"][0] == "True"
> assert experiment_df_scikit["metric.training_mae"][0] > 0

tests/system/aiplatform/test_autologging.py:162:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
.nox/system-3-10/lib/python3.10/site-packages/pandas/core/frame.py:4102: in __getitem__
indexer = self.columns.get_loc(key)
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

self = Index(['experiment_name', 'run_name', 'run_type', 'state', 'param.copy_X',
'param.fit_intercept', 'param.positi...ot_mean_squared_error', 'metric.training_r2_score',
'metric.training_mean_squared_error'],
dtype='object')
key = 'metric.training_mae'

def get_loc(self, key):
"""
Get integer location, slice or boolean mask for requested label.

Parameters
----------
key : label

Returns
-------
int if unique index, slice if monotonic index, else mask

Examples
--------
>>> unique_index = pd.Index(list('abc'))
>>> unique_index.get_loc('b')
1

>>> monotonic_index = pd.Index(list('abbc'))
>>> monotonic_index.get_loc('b')
slice(1, 3, None)

>>> non_monotonic_index = pd.Index(list('abcb'))
>>> non_monotonic_index.get_loc('b')
array([False, True, False, True])
"""
casted_key = self._maybe_cast_indexer(key)
try:
return self._engine.get_loc(casted_key)
except KeyError as err:
if isinstance(casted_key, slice) or (
isinstance(casted_key, abc.Iterable)
and any(isinstance(x, slice) for x in casted_key)
):
raise InvalidIndexError(key)
> raise KeyError(key) from err
E KeyError: 'metric.training_mae'

.nox/system-3-10/lib/python3.10/site-packages/pandas/core/indexes/base.py:3812: KeyError
------------------------------ Captured log setup ------------------------------
INFO google.cloud.aiplatform.tensorboard.tensorboard_resource:base.py:85 Creating Tensorboard
INFO google.cloud.aiplatform.tensorboard.tensorboard_resource:base.py:88 Create Tensorboard backing LRO: projects/580378083368/locations/us-central1/tensorboards/6693347402830577664/operations/6964323864562106368
INFO google.cloud.aiplatform.tensorboard.tensorboard_resource:base.py:113 Tensorboard created. Resource name: projects/580378083368/locations/us-central1/tensorboards/6693347402830577664
INFO google.cloud.aiplatform.tensorboard.tensorboard_resource:base.py:114 To use this Tensorboard in another session:
INFO google.cloud.aiplatform.tensorboard.tensorboard_resource:base.py:115 tb = aiplatform.Tensorboard('projects/580378083368/locations/us-central1/tensorboards/6693347402830577664')
----------------------------- Captured stdout call -----------------------------


------------------------------ Captured log call -------------------------------
INFO google.cloud.aiplatform.metadata.experiment_resources:experiment_resources.py:797 Associating projects/580378083368/locations/us-central1/metadataStores/default/contexts/tmpvrtxsdk-e2e--bab970ad-eafa-4d0a-93d8-cefcf5490aff-sklearn-2024-11-14-03-25-05-72a8d to Experiment: tmpvrtxsdk-e2e--bab970ad-eafa-4d0a-93d8-cefcf5490aff
___________ TestPredictionCpr.test_build_cpr_model_upload_and_deploy ___________
[gw13] linux -- Python 3.10.15 /tmpfs/src/github/python-aiplatform/.nox/system-3-10/bin/python

self =
shared_state = {}
caplog = <_pytest.logging.LogCaptureFixture object at 0x7fc040edd6f0>

def test_build_cpr_model_upload_and_deploy(self, shared_state, caplog):
"""Creates a CPR model from custom predictor, uploads it and deploys."""

caplog.set_level(logging.INFO)

aiplatform.init(project=e2e_base._PROJECT, location=e2e_base._LOCATION)

local_model = LocalModel.build_cpr_model(
_USER_CODE_DIR,
_IMAGE_URI,
predictor=SklearnPredictor,
requirements_path=os.path.join(_USER_CODE_DIR, _REQUIREMENTS_FILE),
)

with local_model.deploy_to_local_endpoint(
artifact_uri=_LOCAL_MODEL_DIR,
) as local_endpoint:
local_predict_response = local_endpoint.predict(
request=f'{{"instances": {_PREDICTION_INPUT}}}',
headers={"Content-Type": "application/json"},
)
assert len(json.loads(local_predict_response.content)["predictions"]) == 1

interactive_local_endpoint = local_model.deploy_to_local_endpoint(
artifact_uri=_LOCAL_MODEL_DIR,
)
interactive_local_endpoint.serve()
interactive_local_predict_response = interactive_local_endpoint.predict(
request=f'{{"instances": {_PREDICTION_INPUT}}}',
headers={"Content-Type": "application/json"},
)
interactive_local_endpoint.stop()
assert (
len(json.loads(interactive_local_predict_response.content)["predictions"])
== 1
)

# Configure docker.
logging.info(
subprocess.run(["gcloud", "auth", "configure-docker"], capture_output=True)
)

> local_model.push_image()

tests/system/aiplatform/test_prediction_cpr.py:94:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
google/cloud/aiplatform/prediction/local_model.py:612: in push_image
errors.raise_docker_error_with_command(command, return_code)
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

command = ['docker', 'push', 'gcr.io/ucaip-sample-tests/prediction-cpr/sklearn:20241114_032450']
return_code = 1

def raise_docker_error_with_command(command: List[str], return_code: int) -> NoReturn:
"""Raises DockerError with the given command and return code.

Args:
command (List(str)):
Required. The docker command that fails.
return_code (int):
Required. The return code from the command.

Raises:
DockerError which error message populated by the given command and return code.
"""
error_msg = textwrap.dedent(
"""
Docker failed with error code {code}.
Command: {cmd}
""".format(
code=return_code, cmd=" ".join(command)
)
)
> raise DockerError(error_msg, command, return_code)
E google.cloud.aiplatform.docker_utils.errors.DockerError: ('\nDocker failed with error code 1.\nCommand: docker push gcr.io/ucaip-sample-tests/prediction-cpr/sklearn:20241114_032450\n', ['docker', 'push', 'gcr.io/ucaip-sample-tests/prediction-cpr/sklearn:20241114_032450'], 1)

google/cloud/aiplatform/docker_utils/errors.py:60: DockerError
------------------------------ Captured log call -------------------------------
INFO google.cloud.aiplatform.docker_utils.build:build.py:531 Running command: docker build -t gcr.io/ucaip-sample-tests/prediction-cpr/sklearn:20241114_032450 --rm -f- /tmpfs/src/github/python-aiplatform/tests/system/aiplatform/test_resources/cpr_user_code
INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 DEPRECATED: The legacy builder is deprecated and will be removed in a future release.

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Install the buildx component to build images with BuildKit:

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 https://docs.docker.com/go/buildx/

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Sending build context to Docker daemon 11.31kB
INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Step 1/14 : FROM python:3.10

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 3.10: Pulling from library/python

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 b2b31b28ee3c: Pulling fs layer

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 c3cc7b6f0473: Pulling fs layer

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 2112e5e7c3ff: Pulling fs layer

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 af247aac0764: Pulling fs layer

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 920ce5d9169b: Pulling fs layer

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 b54a94f4cba6: Pulling fs layer

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 e06c8c5ca725: Pulling fs layer

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 920ce5d9169b: Waiting

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 b54a94f4cba6: Waiting

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 e06c8c5ca725: Waiting

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 af247aac0764: Waiting

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 c3cc7b6f0473: Verifying Checksum

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 c3cc7b6f0473: Download complete

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 b2b31b28ee3c: Verifying Checksum

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 b2b31b28ee3c: Download complete

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 2112e5e7c3ff: Verifying Checksum

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INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 920ce5d9169b: Verifying Checksum

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INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 b54a94f4cba6: Verifying Checksum

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 b54a94f4cba6: Download complete

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 e06c8c5ca725: Verifying Checksum

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 e06c8c5ca725: Download complete

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 af247aac0764: Verifying Checksum

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 af247aac0764: Download complete

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 b2b31b28ee3c: Pull complete

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 c3cc7b6f0473: Pull complete

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 2112e5e7c3ff: Pull complete

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 af247aac0764: Pull complete

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 920ce5d9169b: Pull complete

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 b54a94f4cba6: Pull complete

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 e06c8c5ca725: Pull complete

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Digest: sha256:103b2bb7543bf7e571471807a7ab6659a2dd6b63319e52cceef855cae0ba8a0e

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Status: Downloaded newer image for python:3.10

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ---> 0a9be5c27d86

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Step 2/14 : ENV PYTHONDONTWRITEBYTECODE=1

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ---> Running in 7f97be64fb34

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Removing intermediate container 7f97be64fb34

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ---> 3121a3729cd3

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Step 3/14 : EXPOSE 8080

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ---> Running in 9ea151b85dd3

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Removing intermediate container 9ea151b85dd3

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ---> cdc65b2cfa7c

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Step 4/14 : ENTRYPOINT ["python", "-m", "google.cloud.aiplatform.prediction.model_server"]

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ---> Running in d5931a87cac8

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Removing intermediate container d5931a87cac8

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ---> fcd5f58c434d

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Step 5/14 : RUN mkdir -m 777 -p /usr/app /home

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ---> Running in d298ea165412

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Removing intermediate container d298ea165412

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ---> 664d3534eca9

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Step 6/14 : WORKDIR /usr/app

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ---> Running in 7e88be2ee304

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Removing intermediate container 7e88be2ee304

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ---> 695f33efdc11

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Step 7/14 : ENV HOME=/home

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ---> Running in 1b460b4089d8

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Removing intermediate container 1b460b4089d8

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ---> 4f1a8392f822

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Step 8/14 : RUN pip install --no-cache-dir --force-reinstall 'google-cloud-aiplatform[prediction]>=1.27.0'

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ---> Running in 3accdb7f8745

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting google-cloud-aiplatform[prediction]>=1.27.0

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Downloading google_cloud_aiplatform-1.72.0-py2.py3-none-any.whl (6.2 MB)

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 6.2/6.2 MB 24.6 MB/s eta 0:00:00

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting shapely<3.0.0dev

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Downloading shapely-2.0.6-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (2.5 MB)

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 2.5/2.5 MB 53.4 MB/s eta 0:00:00

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting google-cloud-resource-manager<3.0.0dev,>=1.3.3

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Downloading google_cloud_resource_manager-1.13.0-py2.py3-none-any.whl (359 kB)

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 359.9/359.9 kB 146.9 MB/s eta 0:00:00

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting pydantic<3

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Downloading pydantic-2.9.2-py3-none-any.whl (434 kB)

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 434.9/434.9 kB 132.6 MB/s eta 0:00:00

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting protobuf!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<6.0.0dev,>=3.20.2

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Downloading protobuf-5.28.3-cp38-abi3-manylinux2014_x86_64.whl (316 kB)

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 316.6/316.6 kB 222.5 MB/s eta 0:00:00

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting proto-plus<2.0.0dev,>=1.22.3

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Downloading proto_plus-1.25.0-py3-none-any.whl (50 kB)

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 50.1/50.1 kB 195.7 MB/s eta 0:00:00

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting google-auth<3.0.0dev,>=2.14.1

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Downloading google_auth-2.36.0-py2.py3-none-any.whl (209 kB)

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 209.5/209.5 kB 232.0 MB/s eta 0:00:00

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting packaging>=14.3

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Downloading packaging-24.2-py3-none-any.whl (65 kB)

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 65.5/65.5 kB 181.4 MB/s eta 0:00:00

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting google-cloud-bigquery!=3.20.0,<4.0.0dev,>=1.15.0

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Downloading google_cloud_bigquery-3.27.0-py2.py3-none-any.whl (240 kB)

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 240.1/240.1 kB 210.8 MB/s eta 0:00:00

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting google-cloud-storage<3.0.0dev,>=1.32.0

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Downloading google_cloud_storage-2.18.2-py2.py3-none-any.whl (130 kB)

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 130.5/130.5 kB 199.8 MB/s eta 0:00:00

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting google-api-core[grpc]!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,<3.0.0dev,>=1.34.1

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Downloading google_api_core-2.23.0-py3-none-any.whl (156 kB)

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 156.6/156.6 kB 246.4 MB/s eta 0:00:00

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting docstring-parser<1

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Downloading docstring_parser-0.16-py3-none-any.whl (36 kB)

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting fastapi<=0.114.0,>=0.71.0

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Downloading fastapi-0.114.0-py3-none-any.whl (94 kB)

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 94.0/94.0 kB 193.8 MB/s eta 0:00:00

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting uvicorn[standard]>=0.16.0

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Downloading uvicorn-0.32.0-py3-none-any.whl (63 kB)

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 63.7/63.7 kB 183.4 MB/s eta 0:00:00

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting docker>=5.0.3

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Downloading docker-7.1.0-py3-none-any.whl (147 kB)

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 147.8/147.8 kB 184.6 MB/s eta 0:00:00

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting starlette>=0.17.1

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Downloading starlette-0.41.2-py3-none-any.whl (73 kB)

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 73.3/73.3 kB 180.6 MB/s eta 0:00:00

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting httpx<0.25.0,>=0.23.0

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Downloading httpx-0.24.1-py3-none-any.whl (75 kB)

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 75.4/75.4 kB 164.3 MB/s eta 0:00:00

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting urllib3>=1.26.0

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Downloading urllib3-2.2.3-py3-none-any.whl (126 kB)

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 126.3/126.3 kB 203.3 MB/s eta 0:00:00

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting requests>=2.26.0

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Downloading requests-2.32.3-py3-none-any.whl (64 kB)

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 64.9/64.9 kB 197.7 MB/s eta 0:00:00

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting typing-extensions>=4.8.0

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Downloading typing_extensions-4.12.2-py3-none-any.whl (37 kB)

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting starlette>=0.17.1

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Downloading starlette-0.38.6-py3-none-any.whl (71 kB)

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 71.5/71.5 kB 118.8 MB/s eta 0:00:00

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting googleapis-common-protos<2.0.dev0,>=1.56.2

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Downloading googleapis_common_protos-1.66.0-py2.py3-none-any.whl (221 kB)

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 221.7/221.7 kB 169.2 MB/s eta 0:00:00

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting grpcio<2.0dev,>=1.33.2

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Downloading grpcio-1.67.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (5.9 MB)

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 5.9/5.9 MB 76.2 MB/s eta 0:00:00

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting grpcio-status<2.0.dev0,>=1.33.2

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Downloading grpcio_status-1.67.1-py3-none-any.whl (14 kB)

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting rsa<5,>=3.1.4

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Downloading rsa-4.9-py3-none-any.whl (34 kB)

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting pyasn1-modules>=0.2.1

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Downloading pyasn1_modules-0.4.1-py3-none-any.whl (181 kB)

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 181.5/181.5 kB 228.8 MB/s eta 0:00:00

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting cachetools<6.0,>=2.0.0

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Downloading cachetools-5.5.0-py3-none-any.whl (9.5 kB)

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting google-resumable-media<3.0dev,>=2.0.0

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Downloading google_resumable_media-2.7.2-py2.py3-none-any.whl (81 kB)

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 81.3/81.3 kB 168.3 MB/s eta 0:00:00

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting google-cloud-core<3.0.0dev,>=2.4.1

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Downloading google_cloud_core-2.4.1-py2.py3-none-any.whl (29 kB)

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting python-dateutil<3.0dev,>=2.7.3

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Downloading python_dateutil-2.9.0.post0-py2.py3-none-any.whl (229 kB)

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 229.9/229.9 kB 213.9 MB/s eta 0:00:00

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting grpc-google-iam-v1<1.0.0dev,>=0.12.4

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Downloading grpc_google_iam_v1-0.13.1-py2.py3-none-any.whl (24 kB)

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting google-crc32c<2.0dev,>=1.0

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Downloading google_crc32c-1.6.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (37 kB)

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting sniffio

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Downloading sniffio-1.3.1-py3-none-any.whl (10 kB)

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting certifi

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INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting numpy<3,>=1.14

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INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting anyio<5,>=3.4.0

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INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting click>=7.0

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INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting websockets>=10.4

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INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 168.2/168.2 kB 169.5 MB/s eta 0:00:00

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting python-dotenv>=0.13

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INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting httptools>=0.5.0

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INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting uvloop!=0.15.0,!=0.15.1,>=0.14.0

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Downloading uvloop-0.21.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (3.8 MB)

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 3.8/3.8 MB 179.1 MB/s eta 0:00:00

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting watchfiles>=0.13

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Downloading watchfiles-0.24.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (425 kB)

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INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting pyyaml>=5.1

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INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 751.2/751.2 kB 136.1 MB/s eta 0:00:00

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting exceptiongroup>=1.0.2

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INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting pyasn1<0.7.0,>=0.4.6

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Downloading pyasn1-0.6.1-py3-none-any.whl (83 kB)

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 83.1/83.1 kB 165.4 MB/s eta 0:00:00

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting six>=1.5

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Downloading six-1.16.0-py2.py3-none-any.whl (11 kB)

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting charset-normalizer<4,>=2

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Downloading charset_normalizer-3.4.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (144 kB)

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 144.8/144.8 kB 142.7 MB/s eta 0:00:00

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Installing collected packages: websockets, uvloop, urllib3, typing-extensions, sniffio, six, pyyaml, python-dotenv, pyasn1, protobuf, packaging, numpy, idna, httptools, h11, grpcio, google-crc32c, exceptiongroup, docstring-parser, click, charset-normalizer, certifi, cachetools, annotated-types, uvicorn, shapely, rsa, requests, python-dateutil, pydantic-core, pyasn1-modules, proto-plus, googleapis-common-protos, google-resumable-media, anyio, watchfiles, starlette, pydantic, httpcore, grpcio-status, google-auth, docker, httpx, grpc-google-iam-v1, google-api-core, fastapi, google-cloud-core, google-cloud-storage, google-cloud-resource-manager, google-cloud-bigquery, google-cloud-aiplatform

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Successfully installed annotated-types-0.7.0 anyio-4.6.2.post1 cachetools-5.5.0 certifi-2024.8.30 charset-normalizer-3.4.0 click-8.1.7 docker-7.1.0 docstring-parser-0.16 exceptiongroup-1.2.2 fastapi-0.114.0 google-api-core-2.23.0 google-auth-2.36.0 google-cloud-aiplatform-1.72.0 google-cloud-bigquery-3.27.0 google-cloud-core-2.4.1 google-cloud-resource-manager-1.13.0 google-cloud-storage-2.18.2 google-crc32c-1.6.0 google-resumable-media-2.7.2 googleapis-common-protos-1.66.0 grpc-google-iam-v1-0.13.1 grpcio-1.67.1 grpcio-status-1.67.1 h11-0.14.0 httpcore-0.17.3 httptools-0.6.4 httpx-0.24.1 idna-3.10 numpy-2.1.3 packaging-24.2 proto-plus-1.25.0 protobuf-5.28.3 pyasn1-0.6.1 pyasn1-modules-0.4.1 pydantic-2.9.2 pydantic-core-2.23.4 python-dateutil-2.9.0.post0 python-dotenv-1.0.1 pyyaml-6.0.2 requests-2.32.3 rsa-4.9 shapely-2.0.6 six-1.16.0 sniffio-1.3.1 starlette-0.38.6 typing-extensions-4.12.2 urllib3-2.2.3 uvicorn-0.32.0 uvloop-0.21.0 watchfiles-0.24.0 websockets-14.1

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 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

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 [notice] A new release of pip is available: 23.0.1 -> 24.3.1

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 [notice] To update, run: pip install --upgrade pip

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Removing intermediate container 3accdb7f8745

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ---> 77839ee6850c

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Step 9/14 : ENV HANDLER_MODULE=google.cloud.aiplatform.prediction.handler

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ---> Running in ac107af4df78

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Removing intermediate container ac107af4df78

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ---> 2e0c05f31aad

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Step 10/14 : ENV HANDLER_CLASS=PredictionHandler

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ---> Running in dde2c5289447

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Removing intermediate container dde2c5289447

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ---> fcdfdaa785e7

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Step 11/14 : ENV PREDICTOR_MODULE=predictor

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ---> Running in b99bdc07f288

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Removing intermediate container b99bdc07f288

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ---> 10d85c0f87cc

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Step 12/14 : ENV PREDICTOR_CLASS=SklearnPredictor

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ---> Running in a7c1935c52c9

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Removing intermediate container a7c1935c52c9

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ---> fa9e962c5213

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Step 13/14 : COPY [".", "."]

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ---> 1cd727f629d5

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Step 14/14 : RUN pip install --no-cache-dir --force-reinstall -r requirements.txt

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ---> Running in 92008a6a6f73

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting scikit-learn

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Downloading scikit_learn-1.5.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (13.3 MB)

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INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting google-cloud-aiplatform[prediction]

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INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 6.2/6.2 MB 164.5 MB/s eta 0:00:00

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting numpy>=1.19.5

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INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 16.3/16.3 MB 158.1 MB/s eta 0:00:00

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting joblib>=1.2.0

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INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting threadpoolctl>=3.1.0

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INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting scipy>=1.6.0

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INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting google-cloud-storage<3.0.0dev,>=1.32.0

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INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting shapely<3.0.0dev

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INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting google-cloud-resource-manager<3.0.0dev,>=1.3.3

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INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Collecting protobuf!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<6.0.0dev,>=3.20.2

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INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Installing collected packages: websockets, uvloop, urllib3, typing-extensions, threadpoolctl, sniffio, six, pyyaml, python-dotenv, pyasn1, protobuf, packaging, numpy, joblib, idna, httptools, h11, grpcio, google-crc32c, exceptiongroup, docstring-parser, click, charset-normalizer, certifi, cachetools, annotated-types, uvicorn, shapely, scipy, rsa, requests, python-dateutil, pydantic-core, pyasn1-modules, proto-plus, googleapis-common-protos, google-resumable-media, anyio, watchfiles, starlette, scikit-learn, pydantic, httpcore, grpcio-status, google-auth, docker, httpx, grpc-google-iam-v1, google-api-core, fastapi, google-cloud-core, google-cloud-storage, google-cloud-resource-manager, google-cloud-bigquery, google-cloud-aiplatform

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Attempting uninstall: websockets

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Found existing installation: websockets 14.1

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Uninstalling websockets-14.1:

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Successfully uninstalled websockets-14.1

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Attempting uninstall: uvloop

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Found existing installation: uvloop 0.21.0

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Uninstalling uvloop-0.21.0:

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Successfully uninstalled uvloop-0.21.0

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Attempting uninstall: urllib3

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Found existing installation: urllib3 2.2.3

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Uninstalling urllib3-2.2.3:

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Successfully uninstalled urllib3-2.2.3

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Attempting uninstall: typing-extensions

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Found existing installation: typing_extensions 4.12.2

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Uninstalling typing_extensions-4.12.2:

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Successfully uninstalled typing_extensions-4.12.2

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Attempting uninstall: sniffio

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Found existing installation: sniffio 1.3.1

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Uninstalling sniffio-1.3.1:

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Successfully uninstalled sniffio-1.3.1

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Attempting uninstall: six

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Found existing installation: six 1.16.0

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Uninstalling six-1.16.0:

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Successfully uninstalled six-1.16.0

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Attempting uninstall: pyyaml

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Found existing installation: PyYAML 6.0.2

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Uninstalling PyYAML-6.0.2:

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Successfully uninstalled PyYAML-6.0.2

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Attempting uninstall: python-dotenv

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Found existing installation: python-dotenv 1.0.1

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Uninstalling python-dotenv-1.0.1:

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Successfully uninstalled python-dotenv-1.0.1

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Attempting uninstall: pyasn1

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Found existing installation: pyasn1 0.6.1

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Uninstalling pyasn1-0.6.1:

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Successfully uninstalled pyasn1-0.6.1

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Attempting uninstall: protobuf

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Found existing installation: protobuf 5.28.3

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Uninstalling protobuf-5.28.3:

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Successfully uninstalled protobuf-5.28.3

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Attempting uninstall: packaging

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Found existing installation: packaging 24.2

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Uninstalling packaging-24.2:

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Successfully uninstalled packaging-24.2

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Attempting uninstall: numpy

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Found existing installation: numpy 2.1.3

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Uninstalling numpy-2.1.3:

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Successfully uninstalled numpy-2.1.3

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Attempting uninstall: idna

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Found existing installation: idna 3.10

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Uninstalling idna-3.10:

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Successfully uninstalled idna-3.10

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Attempting uninstall: httptools

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Found existing installation: httptools 0.6.4

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Uninstalling httptools-0.6.4:

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Successfully uninstalled httptools-0.6.4

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Attempting uninstall: h11

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Found existing installation: h11 0.14.0

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Uninstalling h11-0.14.0:

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Successfully uninstalled h11-0.14.0

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Attempting uninstall: grpcio

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Found existing installation: grpcio 1.67.1

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Uninstalling grpcio-1.67.1:

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Successfully uninstalled grpcio-1.67.1

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Attempting uninstall: google-crc32c

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Found existing installation: google-crc32c 1.6.0

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Uninstalling google-crc32c-1.6.0:

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Successfully uninstalled google-crc32c-1.6.0

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Attempting uninstall: exceptiongroup

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Found existing installation: exceptiongroup 1.2.2

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Uninstalling exceptiongroup-1.2.2:

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Successfully uninstalled exceptiongroup-1.2.2

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Attempting uninstall: docstring-parser

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Found existing installation: docstring_parser 0.16

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Uninstalling docstring_parser-0.16:

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Successfully uninstalled docstring_parser-0.16

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Attempting uninstall: click

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Found existing installation: click 8.1.7

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Uninstalling click-8.1.7:

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Successfully uninstalled click-8.1.7

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Attempting uninstall: charset-normalizer

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Found existing installation: charset-normalizer 3.4.0

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Uninstalling charset-normalizer-3.4.0:

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Successfully uninstalled charset-normalizer-3.4.0

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Attempting uninstall: certifi

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Found existing installation: certifi 2024.8.30

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Uninstalling certifi-2024.8.30:

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Successfully uninstalled certifi-2024.8.30

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Attempting uninstall: cachetools

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Found existing installation: cachetools 5.5.0

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Uninstalling cachetools-5.5.0:

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Successfully uninstalled cachetools-5.5.0

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Attempting uninstall: annotated-types

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Found existing installation: annotated-types 0.7.0

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Uninstalling annotated-types-0.7.0:

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Successfully uninstalled annotated-types-0.7.0

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Attempting uninstall: uvicorn

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Found existing installation: uvicorn 0.32.0

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Uninstalling uvicorn-0.32.0:

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Successfully uninstalled uvicorn-0.32.0

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Attempting uninstall: shapely

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Found existing installation: shapely 2.0.6

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Uninstalling shapely-2.0.6:

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Successfully uninstalled shapely-2.0.6

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Attempting uninstall: rsa

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Found existing installation: rsa 4.9

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Uninstalling rsa-4.9:

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Successfully uninstalled rsa-4.9

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Attempting uninstall: requests

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Found existing installation: requests 2.32.3

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Uninstalling requests-2.32.3:

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Successfully uninstalled requests-2.32.3

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Attempting uninstall: python-dateutil

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Found existing installation: python-dateutil 2.9.0.post0

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Uninstalling python-dateutil-2.9.0.post0:

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Successfully uninstalled python-dateutil-2.9.0.post0

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Attempting uninstall: pydantic-core

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Found existing installation: pydantic_core 2.23.4

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Uninstalling pydantic_core-2.23.4:

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Successfully uninstalled pydantic_core-2.23.4

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Attempting uninstall: pyasn1-modules

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Found existing installation: pyasn1_modules 0.4.1

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Uninstalling pyasn1_modules-0.4.1:

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Successfully uninstalled pyasn1_modules-0.4.1

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Attempting uninstall: proto-plus

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Found existing installation: proto-plus 1.25.0

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Uninstalling proto-plus-1.25.0:

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Successfully uninstalled proto-plus-1.25.0

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Attempting uninstall: googleapis-common-protos

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Found existing installation: googleapis-common-protos 1.66.0

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Uninstalling googleapis-common-protos-1.66.0:

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Successfully uninstalled googleapis-common-protos-1.66.0

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Attempting uninstall: google-resumable-media

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Found existing installation: google-resumable-media 2.7.2

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Uninstalling google-resumable-media-2.7.2:

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Successfully uninstalled google-resumable-media-2.7.2

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Attempting uninstall: anyio

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Found existing installation: anyio 4.6.2.post1

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Uninstalling anyio-4.6.2.post1:

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Successfully uninstalled anyio-4.6.2.post1

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Attempting uninstall: watchfiles

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Found existing installation: watchfiles 0.24.0

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Uninstalling watchfiles-0.24.0:

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Successfully uninstalled watchfiles-0.24.0

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Attempting uninstall: starlette

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Found existing installation: starlette 0.38.6

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Uninstalling starlette-0.38.6:

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Successfully uninstalled starlette-0.38.6

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Attempting uninstall: pydantic

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Found existing installation: pydantic 2.9.2

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Uninstalling pydantic-2.9.2:

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INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Attempting uninstall: httpcore

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Found existing installation: httpcore 0.17.3

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Uninstalling httpcore-0.17.3:

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Successfully uninstalled httpcore-0.17.3

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Attempting uninstall: grpcio-status

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Found existing installation: grpcio-status 1.67.1

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Uninstalling grpcio-status-1.67.1:

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Successfully uninstalled grpcio-status-1.67.1

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Attempting uninstall: google-auth

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Found existing installation: google-auth 2.36.0

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Uninstalling google-auth-2.36.0:

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Successfully uninstalled google-auth-2.36.0

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Attempting uninstall: docker

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Found existing installation: docker 7.1.0

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Uninstalling docker-7.1.0:

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Successfully uninstalled docker-7.1.0

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Attempting uninstall: httpx

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Found existing installation: httpx 0.24.1

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Uninstalling httpx-0.24.1:

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Successfully uninstalled httpx-0.24.1

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Attempting uninstall: grpc-google-iam-v1

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Found existing installation: grpc-google-iam-v1 0.13.1

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Uninstalling grpc-google-iam-v1-0.13.1:

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Successfully uninstalled grpc-google-iam-v1-0.13.1

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Attempting uninstall: google-api-core

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Found existing installation: google-api-core 2.23.0

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Uninstalling google-api-core-2.23.0:

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INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Attempting uninstall: fastapi

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Found existing installation: fastapi 0.114.0

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Uninstalling fastapi-0.114.0:

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INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Attempting uninstall: google-cloud-core

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Found existing installation: google-cloud-core 2.4.1

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Uninstalling google-cloud-core-2.4.1:

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Successfully uninstalled google-cloud-core-2.4.1

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Attempting uninstall: google-cloud-storage

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Found existing installation: google-cloud-storage 2.18.2

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Uninstalling google-cloud-storage-2.18.2:

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Successfully uninstalled google-cloud-storage-2.18.2

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Attempting uninstall: google-cloud-resource-manager

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Found existing installation: google-cloud-resource-manager 1.13.0

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Uninstalling google-cloud-resource-manager-1.13.0:

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INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Attempting uninstall: google-cloud-bigquery

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Found existing installation: google-cloud-bigquery 3.27.0

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Uninstalling google-cloud-bigquery-3.27.0:

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INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Attempting uninstall: google-cloud-aiplatform

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Found existing installation: google-cloud-aiplatform 1.72.0

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Uninstalling google-cloud-aiplatform-1.72.0:

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Successfully uninstalled google-cloud-aiplatform-1.72.0

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Successfully installed annotated-types-0.7.0 anyio-4.6.2.post1 cachetools-5.5.0 certifi-2024.8.30 charset-normalizer-3.4.0 click-8.1.7 docker-7.1.0 docstring-parser-0.16 exceptiongroup-1.2.2 fastapi-0.114.0 google-api-core-2.23.0 google-auth-2.36.0 google-cloud-aiplatform-1.72.0 google-cloud-bigquery-3.27.0 google-cloud-core-2.4.1 google-cloud-resource-manager-1.13.0 google-cloud-storage-2.18.2 google-crc32c-1.6.0 google-resumable-media-2.7.2 googleapis-common-protos-1.66.0 grpc-google-iam-v1-0.13.1 grpcio-1.67.1 grpcio-status-1.67.1 h11-0.14.0 httpcore-0.17.3 httptools-0.6.4 httpx-0.24.1 idna-3.10 joblib-1.4.2 numpy-2.1.3 packaging-24.2 proto-plus-1.25.0 protobuf-5.28.3 pyasn1-0.6.1 pyasn1-modules-0.4.1 pydantic-2.9.2 pydantic-core-2.23.4 python-dateutil-2.9.0.post0 python-dotenv-1.0.1 pyyaml-6.0.2 requests-2.32.3 rsa-4.9 scikit-learn-1.5.2 scipy-1.14.1 shapely-2.0.6 six-1.16.0 sniffio-1.3.1 starlette-0.38.6 threadpoolctl-3.5.0 typing-extensions-4.12.2 urllib3-2.2.3 uvicorn-0.32.0 uvloop-0.21.0 watchfiles-0.24.0 websockets-14.1

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 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

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 [notice] A new release of pip is available: 23.0.1 -> 24.3.1

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 [notice] To update, run: pip install --upgrade pip

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Removing intermediate container 92008a6a6f73

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ---> eb1740367dd5

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Successfully built eb1740367dd5

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 Successfully tagged gcr.io/ucaip-sample-tests/prediction-cpr/sklearn:20241114_032450

INFO google.cloud.aiplatform.prediction.local_endpoint:local_endpoint.py:237 Got the project id from the global config: ucaip-sample-tests.
INFO google.cloud.aiplatform.prediction.local_endpoint:local_endpoint.py:237 Got the project id from the global config: ucaip-sample-tests.
INFO root:test_prediction_cpr.py:90 CompletedProcess(args=['gcloud', 'auth', 'configure-docker'], returncode=0, stdout=b'', stderr=b'Adding credentials for all GCR repositories.\nWARNING: A long list of credential helpers may cause delays running \'docker build\'. We recommend passing the registry name to configure only the registry you are using.\nAfter update, the following will be written to your Docker config file located \nat [/root/.docker/config.json]:\n {\n "credHelpers": {\n "gcr.io": "gcloud",\n "us.gcr.io": "gcloud",\n "eu.gcr.io": "gcloud",\n "asia.gcr.io": "gcloud",\n "staging-k8s.gcr.io": "gcloud",\n "marketplace.gcr.io": "gcloud"\n }\n}\n\nDo you want to continue (Y/n)? \nDocker configuration file updated.\n')
INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 The push refers to repository [gcr.io/ucaip-sample-tests/prediction-cpr/sklearn]

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 eda0a079a2a5: Preparing

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 d4dd583378a9: Preparing

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 9f3e2f93f9b0: Preparing

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 bfa1c3b14248: Preparing

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 ed9137022617: Preparing

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 49adcbed4d27: Preparing

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 611fa59a47aa: Preparing

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 96d99c63b722: Preparing

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 00547dd240c4: Preparing

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 b6ca42156b9f: Preparing

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 24b5ce0f1e07: Preparing

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 611fa59a47aa: Waiting

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 96d99c63b722: Waiting

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 00547dd240c4: Waiting

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 b6ca42156b9f: Waiting

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 24b5ce0f1e07: Waiting

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 49adcbed4d27: Waiting

INFO google.cloud.aiplatform.docker_utils.local_util:local_util.py:60 error parsing HTTP 412 response body: invalid character 'C' looking for beginning of value: "Container Registry is deprecated and shutting down, please use the auto migration tool to migrate to Artifact Registry. For more details see: https://cloud.google.com/artifact-registry/docs/transition/auto-migrate-gcr-ar"
_____ TestLanguageModels.test_code_chat_model_send_message_streaming[grpc] _____
[gw14] linux -- Python 3.10.15 /tmpfs/src/github/python-aiplatform/.nox/system-3-10/bin/python

self =
api_transport = 'grpc'

@pytest.mark.parametrize("api_transport", ["grpc", "rest"])
def test_code_chat_model_send_message_streaming(self, api_transport):
aiplatform.init(
project=e2e_base._PROJECT,
location=e2e_base._LOCATION,
api_transport=api_transport,
)

chat_model = language_models.CodeChatModel.from_pretrained("codechat-bison@001")
chat = chat_model.start_chat()

message1 = "Please help write a function to calculate the max of two numbers"
for response in chat.send_message_streaming(message1):
> assert response.text
E AssertionError: assert ''
E + where '' = MultiCandidateTextGenerationResponse(text='', _prediction_response=Prediction(predictions=[{'candidates': [{'content': '', 'author': '1'}], 'citationMetadata': [{'citations': None}], 'safetyAttributes': [{'blocked': False, 'scores': None, 'categories': None}]}], deployed_model_id='', metadata=None, model_version_id=None, model_resource_name=None, explanations=None), is_blocked=False, errors=(), safety_attributes={}, grounding_metadata=GroundingMetadata(citations=[], search_queries=[]), candidates=[TextGenerationResponse(text='', is_blocked=False, errors=(), safety_attributes={}, grounding_metadata=GroundingMetadata(citations=[], search_queries=[]))]).text

tests/system/aiplatform/test_language_models.py:559: AssertionError
_____ TestLanguageModels.test_code_chat_model_send_message_streaming[rest] _____
[gw14] linux -- Python 3.10.15 /tmpfs/src/github/python-aiplatform/.nox/system-3-10/bin/python

self =
api_transport = 'rest'

@pytest.mark.parametrize("api_transport", ["grpc", "rest"])
def test_code_chat_model_send_message_streaming(self, api_transport):
aiplatform.init(
project=e2e_base._PROJECT,
location=e2e_base._LOCATION,
api_transport=api_transport,
)

chat_model = language_models.CodeChatModel.from_pretrained("codechat-bison@001")
chat = chat_model.start_chat()

message1 = "Please help write a function to calculate the max of two numbers"
for response in chat.send_message_streaming(message1):
> assert response.text
E AssertionError: assert ''
E + where '' = MultiCandidateTextGenerationResponse(text='', _prediction_response=Prediction(predictions=[{'candidates': [{'content': '', 'author': '1'}], 'citationMetadata': [{'citations': None}], 'safetyAttributes': [{'blocked': False, 'scores': None, 'categories': None}]}], deployed_model_id='', metadata=None, model_version_id=None, model_resource_name=None, explanations=None), is_blocked=False, errors=(), safety_attributes={}, grounding_metadata=GroundingMetadata(citations=[], search_queries=[]), candidates=[TextGenerationResponse(text='', is_blocked=False, errors=(), safety_attributes={}, grounding_metadata=GroundingMetadata(citations=[], search_queries=[]))]).text

tests/system/aiplatform/test_language_models.py:559: AssertionError
_____ TestGenerativeModels.test_chat_function_calling[rest-PROD_ENDPOINT] ______
[gw11] linux -- Python 3.10.15 /tmpfs/src/github/python-aiplatform/.nox/system-3-10/bin/python

self =
api_endpoint_env_name = 'PROD_ENDPOINT'

def test_chat_function_calling(self, api_endpoint_env_name):
get_current_weather_func = generative_models.FunctionDeclaration(
name="get_current_weather",
description="Get the current weather in a given location",
parameters=_REQUEST_FUNCTION_PARAMETER_SCHEMA_STRUCT,
)

weather_tool = generative_models.Tool(
function_declarations=[get_current_weather_func],
)

model = generative_models.GenerativeModel(
GEMINI_MODEL_NAME,
# Specifying the tools once to avoid specifying them in every request
tools=[weather_tool],
)

chat = model.start_chat()

response1 = chat.send_message("What is the weather like in Boston?")
assert (
response1.candidates[0].content.parts[0].function_call.name
== "get_current_weather"
> )
E AttributeError: 'NoneType' object has no attribute 'name'

tests/system/vertexai/test_generative_models.py:490: AttributeError
_ TestGenerativeModels.test_generate_content_function_calling[grpc-PROD_ENDPOINT] _
[gw11] linux -- Python 3.10.15 /tmpfs/src/github/python-aiplatform/.nox/system-3-10/bin/python

self =
api_endpoint_env_name = 'PROD_ENDPOINT'

def test_generate_content_function_calling(self, api_endpoint_env_name):
get_current_weather_func = generative_models.FunctionDeclaration(
name="get_current_weather",
description="Get the current weather in a given location",
parameters=_REQUEST_FUNCTION_PARAMETER_SCHEMA_STRUCT,
)

weather_tool = generative_models.Tool(
function_declarations=[get_current_weather_func],
)

model = generative_models.GenerativeModel(
GEMINI_MODEL_NAME,
# Specifying the tools once to avoid specifying them in every request
tools=[weather_tool],
)

# Define the user's prompt in a Content object that we can reuse in model calls
prompt = "What is the weather like in Boston?"
user_prompt_content = generative_models.Content(
role="user",
parts=[
generative_models.Part.from_text(prompt),
],
)

# Send the prompt and instruct the model to generate content using the Tool
response = model.generate_content(
user_prompt_content,
generation_config={"temperature": 0},
tools=[weather_tool],
)
response_function_call_content = response.candidates[0].content

assert (
response.candidates[0].content.parts[0].function_call.name
== "get_current_weather"
)

assert response.candidates[0].function_calls[0].args["location"]
assert len(response.candidates[0].function_calls) == 1
> assert (
response.candidates[0].function_calls[0]
== response.candidates[0].content.parts[0].function_call
)
E assert name: "get_current_weather"\nargs {\n fields {\n key: "location"\n value {\n string_value: "Boston, MA"\n }\n }\n}\n == name: "get_current_weather"\nargs {\n fields {\n key: "location"\n value {\n string_value: "Boston, MA"\n }\n }\n}\n
E + where name: "get_current_weather"\nargs {\n fields {\n key: "location"\n value {\n string_value: "Boston, MA"\n }\n }\n}\n = function_call {\n name: "get_current_weather"\n args {\n fields {\n key: "location"\n value {\n string_value: "Boston, MA"\n }\n }\n }\n}\n.function_call

tests/system/vertexai/test_generative_models.py:542: AssertionError
_ TestGenerativeModels.test_generate_content_function_calling[rest-PROD_ENDPOINT] _
[gw11] linux -- Python 3.10.15 /tmpfs/src/github/python-aiplatform/.nox/system-3-10/bin/python

self =
api_endpoint_env_name = 'PROD_ENDPOINT'

def test_generate_content_function_calling(self, api_endpoint_env_name):
get_current_weather_func = generative_models.FunctionDeclaration(
name="get_current_weather",
description="Get the current weather in a given location",
parameters=_REQUEST_FUNCTION_PARAMETER_SCHEMA_STRUCT,
)

weather_tool = generative_models.Tool(
function_declarations=[get_current_weather_func],
)

model = generative_models.GenerativeModel(
GEMINI_MODEL_NAME,
# Specifying the tools once to avoid specifying them in every request
tools=[weather_tool],
)

# Define the user's prompt in a Content object that we can reuse in model calls
prompt = "What is the weather like in Boston?"
user_prompt_content = generative_models.Content(
role="user",
parts=[
generative_models.Part.from_text(prompt),
],
)

# Send the prompt and instruct the model to generate content using the Tool
response = model.generate_content(
user_prompt_content,
generation_config={"temperature": 0},
tools=[weather_tool],
)
response_function_call_content = response.candidates[0].content

assert (
response.candidates[0].content.parts[0].function_call.name
== "get_current_weather"
)

assert response.candidates[0].function_calls[0].args["location"]
assert len(response.candidates[0].function_calls) == 1
> assert (
response.candidates[0].function_calls[0]
== response.candidates[0].content.parts[0].function_call
)
E assert name: "get_current_weather"\nargs {\n fields {\n key: "location"\n value {\n string_value: "Boston, MA"\n }\n }\n}\n == name: "get_current_weather"\nargs {\n fields {\n key: "location"\n value {\n string_value: "Boston, MA"\n }\n }\n}\n
E + where name: "get_current_weather"\nargs {\n fields {\n key: "location"\n value {\n string_value: "Boston, MA"\n }\n }\n}\n = function_call {\n name: "get_current_weather"\n args {\n fields {\n key: "location"\n value {\n string_value: "Boston, MA"\n }\n }\n }\n}\n.function_call

tests/system/vertexai/test_generative_models.py:542: AssertionError
_ TestEndToEndForecasting2.test_end_to_end_forecasting[SequenceToSequencePlusForecastingTrainingJob] _
[gw4] linux -- Python 3.10.15 /tmpfs/src/github/python-aiplatform/.nox/system-3-10/bin/python

self =
shared_state = {'bucket': , 'staging_bucket_name': 'temp-ver...ting-d6707457-6f0a-474d-ab14-8d2bb7d', 'storage_client': }
training_job =

@pytest.mark.parametrize(
"training_job",
[
training_jobs.SequenceToSequencePlusForecastingTrainingJob,
],
)
def test_end_to_end_forecasting(self, shared_state, training_job):
"""Builds a dataset, trains models, and gets batch predictions."""
resources = []

aiplatform.init(
project=e2e_base._PROJECT,
location=e2e_base._LOCATION,
staging_bucket=shared_state["staging_bucket_name"],
)
try:
ds = aiplatform.TimeSeriesDataset.create(
display_name=self._make_display_name("dataset"),
bq_source=[_TRAINING_DATASET_BQ_PATH],
sync=False,
create_request_timeout=180.0,
)
resources.append(ds)

time_column = "date"
time_series_identifier_column = "store_name"
target_column = "sale_dollars"
column_specs = {
time_column: "timestamp",
target_column: "numeric",
"city": "categorical",
"zip_code": "categorical",
"county": "categorical",
}

job = training_job(
display_name=self._make_display_name("train-housing-forecasting"),
optimization_objective="minimize-rmse",
column_specs=column_specs,
)
resources.append(job)

model = job.run(
dataset=ds,
target_column=target_column,
time_column=time_column,
time_series_identifier_column=time_series_identifier_column,
available_at_forecast_columns=[time_column],
unavailable_at_forecast_columns=[target_column],
time_series_attribute_columns=["city", "zip_code", "county"],
forecast_horizon=30,
context_window=30,
data_granularity_unit="day",
data_granularity_count=1,
budget_milli_node_hours=1000,
holiday_regions=["GLOBAL"],
hierarchy_group_total_weight=1,
window_stride_length=1,
model_display_name=self._make_display_name("forecasting-liquor-model"),
sync=False,
)
resources.append(model)

batch_prediction_job = model.batch_predict(
job_display_name=self._make_display_name("forecasting-liquor-model"),
instances_format="bigquery",
predictions_format="csv",
machine_type="n1-standard-4",
bigquery_source=_PREDICTION_DATASET_BQ_PATH,
gcs_destination_prefix=(
f'gs://{shared_state["staging_bucket_name"]}/bp_results/'
),
sync=False,
)
resources.append(batch_prediction_job)

batch_prediction_job.wait()
model.wait()
assert job.state == pipeline_state.PipelineState.PIPELINE_STATE_SUCCEEDED
assert batch_prediction_job.state == job_state.JobState.JOB_STATE_SUCCEEDED
finally:
for resource in resources:
> resource.delete()

tests/system/aiplatform/test_e2e_forecasting.py:213:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
google/cloud/aiplatform/base.py:857: in wrapper
self._raise_future_exception()
google/cloud/aiplatform/base.py:272: in _raise_future_exception
raise self._exception
tests/system/aiplatform/test_e2e_forecasting.py:207: in test_end_to_end_forecasting
batch_prediction_job.wait()
google/cloud/aiplatform/base.py:306: in wait
self._raise_future_exception()
google/cloud/aiplatform/base.py:272: in _raise_future_exception
raise self._exception
google/cloud/aiplatform/base.py:284: in _complete_future
future.result() # raises
/usr/local/lib/python3.10/concurrent/futures/_base.py:451: in result
return self.__get_result()
/usr/local/lib/python3.10/concurrent/futures/_base.py:403: in __get_result
raise self._exception
/usr/local/lib/python3.10/concurrent/futures/thread.py:58: in run
result = self.fn(*self.args, **self.kwargs)
google/cloud/aiplatform/base.py:372: in wait_for_dependencies_and_invoke
future.result()
/usr/local/lib/python3.10/concurrent/futures/_base.py:458: in result
return self.__get_result()
/usr/local/lib/python3.10/concurrent/futures/_base.py:403: in __get_result
raise self._exception
google/cloud/aiplatform/base.py:284: in _complete_future
future.result() # raises
/usr/local/lib/python3.10/concurrent/futures/_base.py:451: in result
return self.__get_result()
/usr/local/lib/python3.10/concurrent/futures/_base.py:403: in __get_result
raise self._exception
google/cloud/aiplatform/base.py:284: in _complete_future
future.result() # raises
/usr/local/lib/python3.10/concurrent/futures/_base.py:451: in result
return self.__get_result()
/usr/local/lib/python3.10/concurrent/futures/_base.py:403: in __get_result
raise self._exception
google/cloud/aiplatform/base.py:284: in _complete_future
future.result() # raises
/usr/local/lib/python3.10/concurrent/futures/_base.py:451: in result
return self.__get_result()
/usr/local/lib/python3.10/concurrent/futures/_base.py:403: in __get_result
raise self._exception
/usr/local/lib/python3.10/concurrent/futures/thread.py:58: in run
result = self.fn(*self.args, **self.kwargs)
google/cloud/aiplatform/base.py:374: in wait_for_dependencies_and_invoke
result = method(*args, **kwargs)
google/cloud/aiplatform/training_jobs.py:2658: in _run
new_model = self._run_job(
google/cloud/aiplatform/training_jobs.py:854: in _run_job
model = self._get_model(block=block)
google/cloud/aiplatform/training_jobs.py:941: in _get_model
self._block_until_complete()
google/cloud/aiplatform/training_jobs.py:984: in _block_until_complete
self._raise_failure()
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

self =
resource name: projects/580378083368/locations/us-central1/trainingPipelines/399523870828134400

def _raise_failure(self):
"""Helper method to raise failure if TrainingPipeline fails.

Raises:
RuntimeError: If training failed.
"""

if self._gca_resource.error.code != code_pb2.OK:
> raise RuntimeError("Training failed with:\n%s" % self._gca_resource.error)
E RuntimeError: Training failed with:
E code: 9
E message: "FAILED_PRECONDITION"

google/cloud/aiplatform/training_jobs.py:1001: RuntimeError
------------------------------ Captured log call -------------------------------
INFO google.cloud.aiplatform.datasets.dataset:base.py:85 Creating TimeSeriesDataset
INFO google.cloud.aiplatform.datasets.dataset:base.py:88 Create TimeSeriesDataset backing LRO: projects/580378083368/locations/us-central1/datasets/4336601953053179904/operations/7743446600097202176
INFO google.cloud.aiplatform.datasets.dataset:base.py:113 TimeSeriesDataset created. Resource name: projects/580378083368/locations/us-central1/datasets/4336601953053179904
INFO google.cloud.aiplatform.datasets.dataset:base.py:114 To use this TimeSeriesDataset in another session:
INFO google.cloud.aiplatform.datasets.dataset:base.py:115 ds = aiplatform.TimeSeriesDataset('projects/580378083368/locations/us-central1/datasets/4336601953053179904')
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:550 No dataset split provided. The service will use a default split.
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:852 View Training:
https://console.cloud.google.com/ai/platform/locations/us-central1/training/399523870828134400?project=580378083368
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:971 SequenceToSequencePlusForecastingTrainingJob projects/580378083368/locations/us-central1/trainingPipelines/399523870828134400 current state:
PipelineState.PIPELINE_STATE_RUNNING
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:971 SequenceToSequencePlusForecastingTrainingJob projects/580378083368/locations/us-central1/trainingPipelines/399523870828134400 current state:
PipelineState.PIPELINE_STATE_RUNNING
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:971 SequenceToSequencePlusForecastingTrainingJob projects/580378083368/locations/us-central1/trainingPipelines/399523870828134400 current state:
PipelineState.PIPELINE_STATE_RUNNING
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:971 SequenceToSequencePlusForecastingTrainingJob projects/580378083368/locations/us-central1/trainingPipelines/399523870828134400 current state:
PipelineState.PIPELINE_STATE_RUNNING
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:971 SequenceToSequencePlusForecastingTrainingJob projects/580378083368/locations/us-central1/trainingPipelines/399523870828134400 current state:
PipelineState.PIPELINE_STATE_RUNNING
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:971 SequenceToSequencePlusForecastingTrainingJob projects/580378083368/locations/us-central1/trainingPipelines/399523870828134400 current state:
PipelineState.PIPELINE_STATE_RUNNING
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:971 SequenceToSequencePlusForecastingTrainingJob projects/580378083368/locations/us-central1/trainingPipelines/399523870828134400 current state:
PipelineState.PIPELINE_STATE_RUNNING
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:971 SequenceToSequencePlusForecastingTrainingJob projects/580378083368/locations/us-central1/trainingPipelines/399523870828134400 current state:
PipelineState.PIPELINE_STATE_RUNNING
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:971 SequenceToSequencePlusForecastingTrainingJob projects/580378083368/locations/us-central1/trainingPipelines/399523870828134400 current state:
PipelineState.PIPELINE_STATE_RUNNING
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:971 SequenceToSequencePlusForecastingTrainingJob projects/580378083368/locations/us-central1/trainingPipelines/399523870828134400 current state:
PipelineState.PIPELINE_STATE_RUNNING
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:971 SequenceToSequencePlusForecastingTrainingJob projects/580378083368/locations/us-central1/trainingPipelines/399523870828134400 current state:
PipelineState.PIPELINE_STATE_RUNNING
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:971 SequenceToSequencePlusForecastingTrainingJob projects/580378083368/locations/us-central1/trainingPipelines/399523870828134400 current state:
PipelineState.PIPELINE_STATE_RUNNING
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:971 SequenceToSequencePlusForecastingTrainingJob projects/580378083368/locations/us-central1/trainingPipelines/399523870828134400 current state:
PipelineState.PIPELINE_STATE_RUNNING
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:971 SequenceToSequencePlusForecastingTrainingJob projects/580378083368/locations/us-central1/trainingPipelines/399523870828134400 current state:
PipelineState.PIPELINE_STATE_RUNNING
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:971 SequenceToSequencePlusForecastingTrainingJob projects/580378083368/locations/us-central1/trainingPipelines/399523870828134400 current state:
PipelineState.PIPELINE_STATE_RUNNING
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:971 SequenceToSequencePlusForecastingTrainingJob projects/580378083368/locations/us-central1/trainingPipelines/399523870828134400 current state:
PipelineState.PIPELINE_STATE_RUNNING
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:971 SequenceToSequencePlusForecastingTrainingJob projects/580378083368/locations/us-central1/trainingPipelines/399523870828134400 current state:
PipelineState.PIPELINE_STATE_RUNNING
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:971 SequenceToSequencePlusForecastingTrainingJob projects/580378083368/locations/us-central1/trainingPipelines/399523870828134400 current state:
PipelineState.PIPELINE_STATE_RUNNING
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:971 SequenceToSequencePlusForecastingTrainingJob projects/580378083368/locations/us-central1/trainingPipelines/399523870828134400 current state:
PipelineState.PIPELINE_STATE_RUNNING
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:971 SequenceToSequencePlusForecastingTrainingJob projects/580378083368/locations/us-central1/trainingPipelines/399523870828134400 current state:
PipelineState.PIPELINE_STATE_RUNNING
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:971 SequenceToSequencePlusForecastingTrainingJob projects/580378083368/locations/us-central1/trainingPipelines/399523870828134400 current state:
PipelineState.PIPELINE_STATE_RUNNING
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:971 SequenceToSequencePlusForecastingTrainingJob projects/580378083368/locations/us-central1/trainingPipelines/399523870828134400 current state:
PipelineState.PIPELINE_STATE_RUNNING
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:971 SequenceToSequencePlusForecastingTrainingJob projects/580378083368/locations/us-central1/trainingPipelines/399523870828134400 current state:
PipelineState.PIPELINE_STATE_RUNNING
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:971 SequenceToSequencePlusForecastingTrainingJob projects/580378083368/locations/us-central1/trainingPipelines/399523870828134400 current state:
PipelineState.PIPELINE_STATE_RUNNING
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:971 SequenceToSequencePlusForecastingTrainingJob projects/580378083368/locations/us-central1/trainingPipelines/399523870828134400 current state:
PipelineState.PIPELINE_STATE_RUNNING
INFO google.cloud.aiplatform.base:base.py:189 Deleting TimeSeriesDataset : projects/580378083368/locations/us-central1/datasets/4336601953053179904
INFO google.cloud.aiplatform.base:base.py:222 TimeSeriesDataset deleted. . Resource name: projects/580378083368/locations/us-central1/datasets/4336601953053179904
INFO google.cloud.aiplatform.base:base.py:156 Deleting TimeSeriesDataset resource: projects/580378083368/locations/us-central1/datasets/4336601953053179904
INFO google.cloud.aiplatform.base:base.py:161 Delete TimeSeriesDataset backing LRO: projects/580378083368/locations/us-central1/operations/4599652585215885312
INFO google.cloud.aiplatform.base:base.py:174 TimeSeriesDataset resource projects/580378083368/locations/us-central1/datasets/4336601953053179904 deleted.
_ TestEndToEndForecasting4.test_end_to_end_forecasting[TimeSeriesDenseEncoderForecastingTrainingJob] _
[gw7] linux -- Python 3.10.15 /tmpfs/src/github/python-aiplatform/.nox/system-3-10/bin/python

self =
shared_state = {'bucket': , 'staging_bucket_name': 'temp-ver...ting-2a9a0b8e-a1bf-4c5e-836f-1c03720', 'storage_client': }
training_job =

@pytest.mark.parametrize(
"training_job",
[
training_jobs.TimeSeriesDenseEncoderForecastingTrainingJob,
],
)
def test_end_to_end_forecasting(self, shared_state, training_job):
"""Builds a dataset, trains models, and gets batch predictions."""
resources = []

aiplatform.init(
project=e2e_base._PROJECT,
location=e2e_base._LOCATION,
staging_bucket=shared_state["staging_bucket_name"],
)
try:
ds = aiplatform.TimeSeriesDataset.create(
display_name=self._make_display_name("dataset"),
bq_source=[_TRAINING_DATASET_BQ_PATH],
sync=False,
create_request_timeout=180.0,
)
resources.append(ds)

time_column = "date"
time_series_identifier_column = "store_name"
target_column = "sale_dollars"
column_specs = {
time_column: "timestamp",
target_column: "numeric",
"city": "categorical",
"zip_code": "categorical",
"county": "categorical",
}

job = training_job(
display_name=self._make_display_name("train-housing-forecasting"),
optimization_objective="minimize-rmse",
column_specs=column_specs,
)
resources.append(job)

model = job.run(
dataset=ds,
target_column=target_column,
time_column=time_column,
time_series_identifier_column=time_series_identifier_column,
available_at_forecast_columns=[time_column],
unavailable_at_forecast_columns=[target_column],
time_series_attribute_columns=["city", "zip_code", "county"],
forecast_horizon=30,
context_window=30,
data_granularity_unit="day",
data_granularity_count=1,
budget_milli_node_hours=1000,
holiday_regions=["GLOBAL"],
hierarchy_group_total_weight=1,
window_stride_length=1,
model_display_name=self._make_display_name("forecasting-liquor-model"),
sync=False,
)
resources.append(model)

batch_prediction_job = model.batch_predict(
job_display_name=self._make_display_name("forecasting-liquor-model"),
instances_format="bigquery",
predictions_format="csv",
machine_type="n1-standard-4",
bigquery_source=_PREDICTION_DATASET_BQ_PATH,
gcs_destination_prefix=(
f'gs://{shared_state["staging_bucket_name"]}/bp_results/'
),
sync=False,
)
resources.append(batch_prediction_job)

batch_prediction_job.wait()
model.wait()
assert job.state == pipeline_state.PipelineState.PIPELINE_STATE_SUCCEEDED
assert batch_prediction_job.state == job_state.JobState.JOB_STATE_SUCCEEDED
finally:
for resource in resources:
> resource.delete()

tests/system/aiplatform/test_e2e_forecasting.py:395:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
google/cloud/aiplatform/base.py:857: in wrapper
self._raise_future_exception()
google/cloud/aiplatform/base.py:272: in _raise_future_exception
raise self._exception
tests/system/aiplatform/test_e2e_forecasting.py:389: in test_end_to_end_forecasting
batch_prediction_job.wait()
google/cloud/aiplatform/base.py:306: in wait
self._raise_future_exception()
google/cloud/aiplatform/base.py:272: in _raise_future_exception
raise self._exception
google/cloud/aiplatform/base.py:284: in _complete_future
future.result() # raises
/usr/local/lib/python3.10/concurrent/futures/_base.py:451: in result
return self.__get_result()
/usr/local/lib/python3.10/concurrent/futures/_base.py:403: in __get_result
raise self._exception
/usr/local/lib/python3.10/concurrent/futures/thread.py:58: in run
result = self.fn(*self.args, **self.kwargs)
google/cloud/aiplatform/base.py:372: in wait_for_dependencies_and_invoke
future.result()
/usr/local/lib/python3.10/concurrent/futures/_base.py:458: in result
return self.__get_result()
/usr/local/lib/python3.10/concurrent/futures/_base.py:403: in __get_result
raise self._exception
google/cloud/aiplatform/base.py:284: in _complete_future
future.result() # raises
/usr/local/lib/python3.10/concurrent/futures/_base.py:451: in result
return self.__get_result()
/usr/local/lib/python3.10/concurrent/futures/_base.py:403: in __get_result
raise self._exception
google/cloud/aiplatform/base.py:284: in _complete_future
future.result() # raises
/usr/local/lib/python3.10/concurrent/futures/_base.py:451: in result
return self.__get_result()
/usr/local/lib/python3.10/concurrent/futures/_base.py:403: in __get_result
raise self._exception
google/cloud/aiplatform/base.py:284: in _complete_future
future.result() # raises
/usr/local/lib/python3.10/concurrent/futures/_base.py:451: in result
return self.__get_result()
/usr/local/lib/python3.10/concurrent/futures/_base.py:403: in __get_result
raise self._exception
/usr/local/lib/python3.10/concurrent/futures/thread.py:58: in run
result = self.fn(*self.args, **self.kwargs)
google/cloud/aiplatform/base.py:374: in wait_for_dependencies_and_invoke
result = method(*args, **kwargs)
google/cloud/aiplatform/training_jobs.py:2658: in _run
new_model = self._run_job(
google/cloud/aiplatform/training_jobs.py:854: in _run_job
model = self._get_model(block=block)
google/cloud/aiplatform/training_jobs.py:941: in _get_model
self._block_until_complete()
google/cloud/aiplatform/training_jobs.py:984: in _block_until_complete
self._raise_failure()
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

self =
resource name: projects/580378083368/locations/us-central1/trainingPipelines/3277324032717881344

def _raise_failure(self):
"""Helper method to raise failure if TrainingPipeline fails.

Raises:
RuntimeError: If training failed.
"""

if self._gca_resource.error.code != code_pb2.OK:
> raise RuntimeError("Training failed with:\n%s" % self._gca_resource.error)
E RuntimeError: Training failed with:
E code: 9
E message: "FAILED_PRECONDITION"

google/cloud/aiplatform/training_jobs.py:1001: RuntimeError
------------------------------ Captured log call -------------------------------
INFO google.cloud.aiplatform.datasets.dataset:base.py:85 Creating TimeSeriesDataset
INFO google.cloud.aiplatform.datasets.dataset:base.py:88 Create TimeSeriesDataset backing LRO: projects/580378083368/locations/us-central1/datasets/893600037928435712/operations/2429199039800016896
INFO google.cloud.aiplatform.datasets.dataset:base.py:113 TimeSeriesDataset created. Resource name: projects/580378083368/locations/us-central1/datasets/893600037928435712
INFO google.cloud.aiplatform.datasets.dataset:base.py:114 To use this TimeSeriesDataset in another session:
INFO google.cloud.aiplatform.datasets.dataset:base.py:115 ds = aiplatform.TimeSeriesDataset('projects/580378083368/locations/us-central1/datasets/893600037928435712')
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:550 No dataset split provided. The service will use a default split.
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:852 View Training:
https://console.cloud.google.com/ai/platform/locations/us-central1/training/3277324032717881344?project=580378083368
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:971 TimeSeriesDenseEncoderForecastingTrainingJob projects/580378083368/locations/us-central1/trainingPipelines/3277324032717881344 current state:
PipelineState.PIPELINE_STATE_RUNNING
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:971 TimeSeriesDenseEncoderForecastingTrainingJob projects/580378083368/locations/us-central1/trainingPipelines/3277324032717881344 current state:
PipelineState.PIPELINE_STATE_RUNNING
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:971 TimeSeriesDenseEncoderForecastingTrainingJob projects/580378083368/locations/us-central1/trainingPipelines/3277324032717881344 current state:
PipelineState.PIPELINE_STATE_RUNNING
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:971 TimeSeriesDenseEncoderForecastingTrainingJob projects/580378083368/locations/us-central1/trainingPipelines/3277324032717881344 current state:
PipelineState.PIPELINE_STATE_RUNNING
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:971 TimeSeriesDenseEncoderForecastingTrainingJob projects/580378083368/locations/us-central1/trainingPipelines/3277324032717881344 current state:
PipelineState.PIPELINE_STATE_RUNNING
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:971 TimeSeriesDenseEncoderForecastingTrainingJob projects/580378083368/locations/us-central1/trainingPipelines/3277324032717881344 current state:
PipelineState.PIPELINE_STATE_RUNNING
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:971 TimeSeriesDenseEncoderForecastingTrainingJob projects/580378083368/locations/us-central1/trainingPipelines/3277324032717881344 current state:
PipelineState.PIPELINE_STATE_RUNNING
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:971 TimeSeriesDenseEncoderForecastingTrainingJob projects/580378083368/locations/us-central1/trainingPipelines/3277324032717881344 current state:
PipelineState.PIPELINE_STATE_RUNNING
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:971 TimeSeriesDenseEncoderForecastingTrainingJob projects/580378083368/locations/us-central1/trainingPipelines/3277324032717881344 current state:
PipelineState.PIPELINE_STATE_RUNNING
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:971 TimeSeriesDenseEncoderForecastingTrainingJob projects/580378083368/locations/us-central1/trainingPipelines/3277324032717881344 current state:
PipelineState.PIPELINE_STATE_RUNNING
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:971 TimeSeriesDenseEncoderForecastingTrainingJob projects/580378083368/locations/us-central1/trainingPipelines/3277324032717881344 current state:
PipelineState.PIPELINE_STATE_RUNNING
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:971 TimeSeriesDenseEncoderForecastingTrainingJob projects/580378083368/locations/us-central1/trainingPipelines/3277324032717881344 current state:
PipelineState.PIPELINE_STATE_RUNNING
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:971 TimeSeriesDenseEncoderForecastingTrainingJob projects/580378083368/locations/us-central1/trainingPipelines/3277324032717881344 current state:
PipelineState.PIPELINE_STATE_RUNNING
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:971 TimeSeriesDenseEncoderForecastingTrainingJob projects/580378083368/locations/us-central1/trainingPipelines/3277324032717881344 current state:
PipelineState.PIPELINE_STATE_RUNNING
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:971 TimeSeriesDenseEncoderForecastingTrainingJob projects/580378083368/locations/us-central1/trainingPipelines/3277324032717881344 current state:
PipelineState.PIPELINE_STATE_RUNNING
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:971 TimeSeriesDenseEncoderForecastingTrainingJob projects/580378083368/locations/us-central1/trainingPipelines/3277324032717881344 current state:
PipelineState.PIPELINE_STATE_RUNNING
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:971 TimeSeriesDenseEncoderForecastingTrainingJob projects/580378083368/locations/us-central1/trainingPipelines/3277324032717881344 current state:
PipelineState.PIPELINE_STATE_RUNNING
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:971 TimeSeriesDenseEncoderForecastingTrainingJob projects/580378083368/locations/us-central1/trainingPipelines/3277324032717881344 current state:
PipelineState.PIPELINE_STATE_RUNNING
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:971 TimeSeriesDenseEncoderForecastingTrainingJob projects/580378083368/locations/us-central1/trainingPipelines/3277324032717881344 current state:
PipelineState.PIPELINE_STATE_RUNNING
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:971 TimeSeriesDenseEncoderForecastingTrainingJob projects/580378083368/locations/us-central1/trainingPipelines/3277324032717881344 current state:
PipelineState.PIPELINE_STATE_RUNNING
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:971 TimeSeriesDenseEncoderForecastingTrainingJob projects/580378083368/locations/us-central1/trainingPipelines/3277324032717881344 current state:
PipelineState.PIPELINE_STATE_RUNNING
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:971 TimeSeriesDenseEncoderForecastingTrainingJob projects/580378083368/locations/us-central1/trainingPipelines/3277324032717881344 current state:
PipelineState.PIPELINE_STATE_RUNNING
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:971 TimeSeriesDenseEncoderForecastingTrainingJob projects/580378083368/locations/us-central1/trainingPipelines/3277324032717881344 current state:
PipelineState.PIPELINE_STATE_RUNNING
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:971 TimeSeriesDenseEncoderForecastingTrainingJob projects/580378083368/locations/us-central1/trainingPipelines/3277324032717881344 current state:
PipelineState.PIPELINE_STATE_RUNNING
INFO google.cloud.aiplatform.training_jobs:training_jobs.py:971 TimeSeriesDenseEncoderForecastingTrainingJob projects/580378083368/locations/us-central1/trainingPipelines/3277324032717881344 current state:
PipelineState.PIPELINE_STATE_RUNNING
INFO google.cloud.aiplatform.base:base.py:189 Deleting TimeSeriesDataset : projects/580378083368/locations/us-central1/datasets/893600037928435712
INFO google.cloud.aiplatform.base:base.py:222 TimeSeriesDataset deleted. . Resource name: projects/580378083368/locations/us-central1/datasets/893600037928435712
INFO google.cloud.aiplatform.base:base.py:156 Deleting TimeSeriesDataset resource: projects/580378083368/locations/us-central1/datasets/893600037928435712
INFO google.cloud.aiplatform.base:base.py:161 Delete TimeSeriesDataset backing LRO: projects/580378083368/locations/us-central1/operations/1966172703110987776
INFO google.cloud.aiplatform.base:base.py:174 TimeSeriesDataset resource projects/580378083368/locations/us-central1/datasets/893600037928435712 deleted.
=============================== warnings summary ===============================
.nox/system-3-10/lib/python3.10/site-packages/google/cloud/storage/_http.py:19: 16 warnings
/tmpfs/src/github/python-aiplatform/.nox/system-3-10/lib/python3.10/site-packages/google/cloud/storage/_http.py:19: DeprecationWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html
import pkg_resources

.nox/system-3-10/lib/python3.10/site-packages/pkg_resources/__init__.py:2832: 32 warnings
/tmpfs/src/github/python-aiplatform/.nox/system-3-10/lib/python3.10/site-packages/pkg_resources/__init__.py:2832: DeprecationWarning: Deprecated call to `pkg_resources.declare_namespace('google')`.
Implementing implicit namespace packages (as specified in PEP 420) is preferred to `pkg_resources.declare_namespace`. See https://setuptools.pypa.io/en/latest/references/keywords.html#keyword-namespace-packages
declare_namespace(pkg)

.nox/system-3-10/lib/python3.10/site-packages/pkg_resources/__init__.py:2832: 32 warnings
/tmpfs/src/github/python-aiplatform/.nox/system-3-10/lib/python3.10/site-packages/pkg_resources/__init__.py:2832: DeprecationWarning: Deprecated call to `pkg_resources.declare_namespace('google.cloud')`.
Implementing implicit namespace packages (as specified in PEP 420) is preferred to `pkg_resources.declare_namespace`. See https://setuptools.pypa.io/en/latest/references/keywords.html#keyword-namespace-packages
declare_namespace(pkg)

.nox/system-3-10/lib/python3.10/site-packages/pkg_resources/__init__.py:2317: 16 warnings
/tmpfs/src/github/python-aiplatform/.nox/system-3-10/lib/python3.10/site-packages/pkg_resources/__init__.py:2317: DeprecationWarning: Deprecated call to `pkg_resources.declare_namespace('google')`.
Implementing implicit namespace packages (as specified in PEP 420) is preferred to `pkg_resources.declare_namespace`. See https://setuptools.pypa.io/en/latest/references/keywords.html#keyword-namespace-packages
declare_namespace(parent)

tests/system/aiplatform/test_experiments.py: 38 warnings
tests/system/aiplatform/test_autologging.py: 5 warnings
tests/system/aiplatform/test_custom_job.py: 2 warnings
tests/system/aiplatform/test_model_evaluation.py: 2 warnings
/tmpfs/src/github/python-aiplatform/google/cloud/aiplatform/utils/_ipython_utils.py:145: DeprecationWarning: Importing display from IPython.core.display is deprecated since IPython 7.14, please import from IPython display
from IPython.core.display import display

tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_text_generation_model_predict_async
tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_async[grpc-PROD_ENDPOINT]
tests/system/aiplatform/test_model_interactions.py::TestModelInteractions::test_endpoint_predict_async
/tmpfs/src/github/python-aiplatform/.nox/system-3-10/lib/python3.10/site-packages/pytest_asyncio/plugin.py:783: DeprecationWarning: The event_loop fixture provided by pytest-asyncio has been redefined in
/tmpfs/src/github/python-aiplatform/tests/system/aiplatform/e2e_base.py:212
Replacing the event_loop fixture with a custom implementation is deprecated
and will lead to errors in the future.
If you want to request an asyncio event loop with a scope other than function
scope, use the "scope" argument to the asyncio mark when marking the tests.
If you want to return different types of event loops, use the event_loop_policy
fixture.

warnings.warn(

tests/system/aiplatform/test_experiment_model.py::TestExperimentModel::test_xgboost_booster_with_custom_uri
/tmpfs/src/github/python-aiplatform/.nox/system-3-10/lib/python3.10/site-packages/xgboost/core.py:158: UserWarning: [03:25:06] WARNING: /workspace/src/c_api/c_api.cc:1374: Saving model in the UBJSON format as default. You can use file extension: `json`, `ubj` or `deprecated` to choose between formats.
warnings.warn(smsg, UserWarning)

tests/system/aiplatform/test_experiment_model.py::TestExperimentModel::test_xgboost_xgbmodel_with_custom_names
/tmpfs/src/github/python-aiplatform/.nox/system-3-10/lib/python3.10/site-packages/xgboost/core.py:158: UserWarning: [03:25:14] WARNING: /workspace/src/c_api/c_api.cc:1374: Saving model in the UBJSON format as default. You can use file extension: `json`, `ubj` or `deprecated` to choose between formats.
warnings.warn(smsg, UserWarning)

tests/system/aiplatform/test_pipeline_job.py::TestPipelineJob::test_add_pipeline_job_to_experiment
tests/system/aiplatform/test_experiments.py::TestExperiments::test_add_pipeline_job_to_experiment
tests/system/aiplatform/test_pipeline_job_schedule.py::TestPipelineJobSchedule::test_create_get_pause_resume_update_list
/tmpfs/src/github/python-aiplatform/.nox/system-3-10/lib/python3.10/site-packages/kfp/dsl/component_decorator.py:126: FutureWarning: The default base_image used by the @dsl.component decorator will switch from 'python:3.9' to 'python:3.10' on Oct 1, 2025. To ensure your existing components work with versions of the KFP SDK released after that date, you should provide an explicit base_image argument and ensure your component works as intended on Python 3.10.
return component_factory.create_component_from_func(

tests/system/aiplatform/test_pipeline_job.py::TestPipelineJob::test_add_pipeline_job_to_experiment
tests/system/aiplatform/test_pipeline_job_schedule.py::TestPipelineJobSchedule::test_create_get_pause_resume_update_list
/tmpfs/src/github/python-aiplatform/google/cloud/aiplatform/pipeline_jobs.py:898: DeprecationWarning: The 'warn' method is deprecated, use 'warning' instead
_LOGGER.warn(

tests/system/aiplatform/test_prediction_cpr.py::TestPredictionCpr::test_build_cpr_model_upload_and_deploy
tests/system/aiplatform/test_prediction_cpr.py::TestPredictionCpr::test_build_cpr_model_upload_and_deploy
/usr/local/lib/python3.10/subprocess.py:955: RuntimeWarning: line buffering (buffering=1) isn't supported in binary mode, the default buffer size will be used
self.stdin = io.open(p2cwrite, 'wb', bufsize)

tests/system/aiplatform/test_prediction_cpr.py::TestPredictionCpr::test_build_cpr_model_upload_and_deploy
tests/system/aiplatform/test_prediction_cpr.py::TestPredictionCpr::test_build_cpr_model_upload_and_deploy
/usr/local/lib/python3.10/subprocess.py:961: RuntimeWarning: line buffering (buffering=1) isn't supported in binary mode, the default buffer size will be used
self.stdout = io.open(c2pread, 'rb', bufsize)

tests/system/aiplatform/test_experiments.py::TestExperiments::test_add_pipeline_job_to_experiment
/tmpfs/src/github/python-aiplatform/tests/system/aiplatform/test_experiments.py:376: DeprecationWarning: The module `kfp.v2` is deprecated and will be removed in a futureversion. Please import directly from the `kfp` namespace, instead of `kfp.v2`.
import kfp.v2.dsl as dsl

tests/system/aiplatform/test_experiments.py::TestExperiments::test_add_pipeline_job_to_experiment
/tmpfs/src/github/python-aiplatform/.nox/system-3-10/lib/python3.10/site-packages/kfp/compiler/compiler.py:81: DeprecationWarning: Compiling to JSON is deprecated and will be removed in a future version. Please compile to a YAML file by providing a file path with a .yaml extension instead.
builder.write_pipeline_spec_to_file(

tests/system/aiplatform/test_featurestore.py::TestFeaturestore::test_batch_serve_to_df
/tmpfs/src/github/python-aiplatform/.nox/system-3-10/lib/python3.10/site-packages/pyarrow/pandas_compat.py:735: DeprecationWarning: DatetimeTZBlock is deprecated and will be removed in a future version. Use public APIs instead.
klass=_int.DatetimeTZBlock,

tests/system/aiplatform/test_featurestore.py::TestFeaturestore::test_batch_serve_to_df
/tmpfs/src/github/python-aiplatform/.nox/system-3-10/lib/python3.10/site-packages/pandas/core/frame.py:717: DeprecationWarning: Passing a BlockManager to DataFrame is deprecated and will raise in a future version. Use public APIs instead.
warnings.warn(

tests/system/aiplatform/test_e2e_tabular.py::TestEndToEndTabular::test_end_to_end_tabular
/tmpfs/src/github/python-aiplatform/tests/system/aiplatform/test_e2e_tabular.py:203: PendingDeprecationWarning: Blob.download_as_string() is deprecated and will be removed in future. Use Blob.download_as_bytes() instead.
error_output_filestr = blob.download_as_string().decode()

-- Docs: https://docs.pytest.org/en/stable/how-to/capture-warnings.html
- generated xml file: /tmpfs/src/github/python-aiplatform/system_3.10_sponge_log.xml -
=========================== short test summary info ============================
FAILED tests/system/aiplatform/test_autologging.py::TestAutologging::test_autologging_with_autorun_creation
FAILED tests/system/aiplatform/test_prediction_cpr.py::TestPredictionCpr::test_build_cpr_model_upload_and_deploy
FAILED tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_code_chat_model_send_message_streaming[grpc]
FAILED tests/system/aiplatform/test_language_models.py::TestLanguageModels::test_code_chat_model_send_message_streaming[rest]
FAILED tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_chat_function_calling[rest-PROD_ENDPOINT]
FAILED tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_function_calling[grpc-PROD_ENDPOINT]
FAILED tests/system/vertexai/test_generative_models.py::TestGenerativeModels::test_generate_content_function_calling[rest-PROD_ENDPOINT]
FAILED tests/system/aiplatform/test_e2e_forecasting.py::TestEndToEndForecasting2::test_end_to_end_forecasting[SequenceToSequencePlusForecastingTrainingJob]
FAILED tests/system/aiplatform/test_e2e_forecasting.py::TestEndToEndForecasting4::test_end_to_end_forecasting[TimeSeriesDenseEncoderForecastingTrainingJob]
===== 9 failed, 227 passed, 6 skipped, 162 warnings in 11808.19s (3:16:48) =====
nox > Command py.test -v --junitxml=system_3.10_sponge_log.xml tests/system failed with exit code 1
nox > Session system-3.10 failed.
[FlakyBot] Sending logs to Flaky Bot...
[FlakyBot] See https://github.com/googleapis/repo-automation-bots/tree/main/packages/flakybot.
[FlakyBot] Published system_3.10_sponge_log.xml (12589428343736537)!
[FlakyBot] Done!
cleanup


[ID: 9432960] Command finished after 12123 secs, exit value: 1


Warning: Permanently added 'localhost' (ED25519) to the list of known hosts.
[22:40:30 PST] Collecting build artifacts from build VM
Build script failed with exit code: 1