python/pipelines/automl_tabular_pl_v2.yaml [4233:4342]:
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    inputDefinitions:
      artifacts:
        explanation_metadata_artifact:
          artifactType:
            schemaTitle: system.Artifact
            schemaVersion: 0.0.1
          isOptional: true
        unmanaged_container_model:
          artifactType:
            schemaTitle: google.UnmanagedContainerModel
            schemaVersion: 0.0.1
          isOptional: true
      parameters:
        accelerator_count:
          defaultValue: 0.0
          isOptional: true
          parameterType: NUMBER_INTEGER
        accelerator_type:
          defaultValue: ''
          isOptional: true
          parameterType: STRING
        bigquery_destination_output_uri:
          defaultValue: ''
          isOptional: true
          parameterType: STRING
        bigquery_source_input_uri:
          defaultValue: ''
          isOptional: true
          parameterType: STRING
        encryption_spec_key_name:
          defaultValue: ''
          isOptional: true
          parameterType: STRING
        explanation_metadata:
          defaultValue: {}
          isOptional: true
          parameterType: STRUCT
        explanation_parameters:
          defaultValue: {}
          isOptional: true
          parameterType: STRUCT
        gcs_destination_output_uri_prefix:
          defaultValue: ''
          isOptional: true
          parameterType: STRING
        gcs_source_uris:
          defaultValue: []
          isOptional: true
          parameterType: LIST
        generate_explanation:
          defaultValue: false
          isOptional: true
          parameterType: BOOLEAN
        instances_format:
          defaultValue: jsonl
          isOptional: true
          parameterType: STRING
        job_display_name:
          parameterType: STRING
        labels:
          defaultValue: {}
          isOptional: true
          parameterType: STRUCT
        location:
          defaultValue: us-central1
          isOptional: true
          parameterType: STRING
        machine_type:
          defaultValue: ''
          isOptional: true
          parameterType: STRING
        manual_batch_tuning_parameters_batch_size:
          defaultValue: 0.0
          isOptional: true
          parameterType: NUMBER_INTEGER
        max_replica_count:
          defaultValue: 0.0
          isOptional: true
          parameterType: NUMBER_INTEGER
        model_parameters:
          defaultValue: {}
          isOptional: true
          parameterType: STRUCT
        predictions_format:
          defaultValue: jsonl
          isOptional: true
          parameterType: STRING
        project:
          parameterType: STRING
        starting_replica_count:
          defaultValue: 0.0
          isOptional: true
          parameterType: NUMBER_INTEGER
    outputDefinitions:
      artifacts:
        batchpredictionjob:
          artifactType:
            schemaTitle: google.VertexBatchPredictionJob
            schemaVersion: 0.0.1
        bigquery_output_table:
          artifactType:
            schemaTitle: google.BQTable
            schemaVersion: 0.0.1
        gcs_output_directory:
          artifactType:
            schemaTitle: system.Artifact
            schemaVersion: 0.0.1
      parameters:
        gcp_resources:
          parameterType: STRING
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python/pipelines/automl_tabular_pl_v3.yaml [4474:4583]:
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    inputDefinitions:
      artifacts:
        explanation_metadata_artifact:
          artifactType:
            schemaTitle: system.Artifact
            schemaVersion: 0.0.1
          isOptional: true
        unmanaged_container_model:
          artifactType:
            schemaTitle: google.UnmanagedContainerModel
            schemaVersion: 0.0.1
          isOptional: true
      parameters:
        accelerator_count:
          defaultValue: 0.0
          isOptional: true
          parameterType: NUMBER_INTEGER
        accelerator_type:
          defaultValue: ''
          isOptional: true
          parameterType: STRING
        bigquery_destination_output_uri:
          defaultValue: ''
          isOptional: true
          parameterType: STRING
        bigquery_source_input_uri:
          defaultValue: ''
          isOptional: true
          parameterType: STRING
        encryption_spec_key_name:
          defaultValue: ''
          isOptional: true
          parameterType: STRING
        explanation_metadata:
          defaultValue: {}
          isOptional: true
          parameterType: STRUCT
        explanation_parameters:
          defaultValue: {}
          isOptional: true
          parameterType: STRUCT
        gcs_destination_output_uri_prefix:
          defaultValue: ''
          isOptional: true
          parameterType: STRING
        gcs_source_uris:
          defaultValue: []
          isOptional: true
          parameterType: LIST
        generate_explanation:
          defaultValue: false
          isOptional: true
          parameterType: BOOLEAN
        instances_format:
          defaultValue: jsonl
          isOptional: true
          parameterType: STRING
        job_display_name:
          parameterType: STRING
        labels:
          defaultValue: {}
          isOptional: true
          parameterType: STRUCT
        location:
          defaultValue: us-central1
          isOptional: true
          parameterType: STRING
        machine_type:
          defaultValue: ''
          isOptional: true
          parameterType: STRING
        manual_batch_tuning_parameters_batch_size:
          defaultValue: 0.0
          isOptional: true
          parameterType: NUMBER_INTEGER
        max_replica_count:
          defaultValue: 0.0
          isOptional: true
          parameterType: NUMBER_INTEGER
        model_parameters:
          defaultValue: {}
          isOptional: true
          parameterType: STRUCT
        predictions_format:
          defaultValue: jsonl
          isOptional: true
          parameterType: STRING
        project:
          parameterType: STRING
        starting_replica_count:
          defaultValue: 0.0
          isOptional: true
          parameterType: NUMBER_INTEGER
    outputDefinitions:
      artifacts:
        batchpredictionjob:
          artifactType:
            schemaTitle: google.VertexBatchPredictionJob
            schemaVersion: 0.0.1
        bigquery_output_table:
          artifactType:
            schemaTitle: google.BQTable
            schemaVersion: 0.0.1
        gcs_output_directory:
          artifactType:
            schemaTitle: system.Artifact
            schemaVersion: 0.0.1
      parameters:
        gcp_resources:
          parameterType: STRING
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