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chore(components): Bump image version for Structured Data pipelines
Signed-off-by: Googler <[email protected]> PiperOrigin-RevId: 723803948
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components/google-cloud/RELEASE.md

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## Upcoming release
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* Bump image for Structured Data pipelines.
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## Release 2.19.0
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* Add max_wait_duration to v1 GCPC custom job components/utils

components/google-cloud/google_cloud_pipeline_components/preview/automl/forecasting/forecasting_ensemble.py

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# fmt: on
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job_id = dsl.PIPELINE_JOB_ID_PLACEHOLDER
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task_id = dsl.PIPELINE_TASK_ID_PLACEHOLDER
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image_uri = 'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20241121_0625'
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image_uri = 'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20250129_0625'
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display_name = f'automl-forecasting-ensemble-{job_id}-{task_id}'
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error_file_path = f'{root_dir}/{job_id}/{task_id}/error.pb'

components/google-cloud/google_cloud_pipeline_components/preview/automl/forecasting/forecasting_stage_1_tuner.py

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' 1, "machine_spec": {"machine_type": "n1-standard-8"},'
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' "container_spec": {"image_uri":"'
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),
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'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20241121_0625',
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'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20250129_0625',
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'", "args": ["forecasting_mp_l2l_stage_1_tuner',
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'", "--region=',
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location,
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'", "--transform_output_path=',
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transform_output.uri,
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'", "--training_docker_uri=',
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'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20241121_0625',
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'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20250129_0625',
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'", "--reduce_search_space_mode=',
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reduce_search_space_mode,
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f'", "--component_id={dsl.PIPELINE_TASK_ID_PLACEHOLDER}',

components/google-cloud/google_cloud_pipeline_components/preview/automl/forecasting/forecasting_stage_2_tuner.py

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' 1, "machine_spec": {"machine_type": "n1-standard-8"},'
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' "container_spec": {"image_uri":"'
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),
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'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20241121_0625',
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'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20250129_0625',
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'", "args": ["forecasting_mp_l2l_stage_2_tuner',
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'", "--region=',
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location,
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'", "--transform_output_path=',
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transform_output.uri,
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'", "--training_docker_uri=',
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'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20241121_0625',
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'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20250129_0625',
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f'", "--component_id={dsl.PIPELINE_TASK_ID_PLACEHOLDER}',
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'", "--training_base_dir=',
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root_dir,

components/google-cloud/google_cloud_pipeline_components/preview/automl/forecasting/learn_to_learn_forecasting_pipeline.yaml

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components/google-cloud/google_cloud_pipeline_components/preview/automl/forecasting/sequence_to_sequence_forecasting_pipeline.yaml

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components/google-cloud/google_cloud_pipeline_components/preview/automl/forecasting/temporal_fusion_transformer_forecasting_pipeline.yaml

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components/google-cloud/google_cloud_pipeline_components/preview/automl/forecasting/time_series_dense_encoder_forecasting_pipeline.yaml

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components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/auto_feature_engineering.py

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' 1, "machine_spec": {"machine_type": "n1-standard-16"},'
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' "container_spec": {"image_uri":"'
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),
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'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20241121_0625',
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'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20250129_0625',
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'", "args": ["feature_engineering", "--project=', project,
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'", "--location=', location, '", "--data_source_bigquery_table_path=',
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data_source_bigquery_table_path,

components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/automl_tabular_feature_selection_pipeline.yaml

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