python/pipelines/automl_tabular_pl_v1.yaml [3165:3317]:
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          parameterType: NUMBER_INTEGER
        pipelinechannel--location:
          parameterType: STRING
        pipelinechannel--prediction_type:
          parameterType: STRING
        pipelinechannel--project:
          parameterType: STRING
        pipelinechannel--root_dir:
          parameterType: STRING
        pipelinechannel--string-not-empty-Output:
          parameterType: STRING
        pipelinechannel--tabular-stats-and-example-gen-downsampled_test_split_json:
          parameterType: LIST
        pipelinechannel--tabular-stats-and-example-gen-test_split_json:
          parameterType: LIST
        pipelinechannel--target_column:
          parameterType: STRING
    outputDefinitions:
      artifacts:
        feature-attribution-3-feature_attributions:
          artifactType:
            schemaTitle: system.Metrics
            schemaVersion: 0.0.1
        model-evaluation-3-evaluation_metrics:
          artifactType:
            schemaTitle: system.Metrics
            schemaVersion: 0.0.1
  comp-exit-handler-1:
    dag:
      outputs:
        artifacts:
          feature-attribution-2-feature_attributions:
            artifactSelectors:
            - outputArtifactKey: feature-attribution-2-feature_attributions
              producerSubtask: condition-4
          feature-attribution-3-feature_attributions:
            artifactSelectors:
            - outputArtifactKey: feature-attribution-3-feature_attributions
              producerSubtask: condition-4
          feature-attribution-feature_attributions:
            artifactSelectors:
            - outputArtifactKey: feature-attribution-feature_attributions
              producerSubtask: condition-2
          model-evaluation-2-evaluation_metrics:
            artifactSelectors:
            - outputArtifactKey: model-evaluation-2-evaluation_metrics
              producerSubtask: condition-4
          model-evaluation-3-evaluation_metrics:
            artifactSelectors:
            - outputArtifactKey: model-evaluation-3-evaluation_metrics
              producerSubtask: condition-4
          model-evaluation-evaluation_metrics:
            artifactSelectors:
            - outputArtifactKey: model-evaluation-evaluation_metrics
              producerSubtask: condition-2
      tasks:
        automl-tabular-transform:
          cachingOptions:
            enableCache: true
          componentRef:
            name: comp-automl-tabular-transform
          dependentTasks:
          - tabular-stats-and-example-gen
          inputs:
            artifacts:
              dataset_schema:
                taskOutputArtifact:
                  outputArtifactKey: dataset_schema
                  producerTask: tabular-stats-and-example-gen
              eval_split:
                taskOutputArtifact:
                  outputArtifactKey: eval_split
                  producerTask: tabular-stats-and-example-gen
              metadata:
                taskOutputArtifact:
                  outputArtifactKey: metadata
                  producerTask: tabular-stats-and-example-gen
              test_split:
                taskOutputArtifact:
                  outputArtifactKey: test_split
                  producerTask: tabular-stats-and-example-gen
              train_split:
                taskOutputArtifact:
                  outputArtifactKey: train_split
                  producerTask: tabular-stats-and-example-gen
            parameters:
              dataflow_disk_size_gb:
                componentInputParameter: pipelinechannel--transform_dataflow_disk_size_gb
              dataflow_machine_type:
                componentInputParameter: pipelinechannel--transform_dataflow_machine_type
              dataflow_max_num_workers:
                componentInputParameter: pipelinechannel--transform_dataflow_max_num_workers
              dataflow_service_account:
                componentInputParameter: pipelinechannel--dataflow_service_account
              dataflow_subnetwork:
                componentInputParameter: pipelinechannel--dataflow_subnetwork
              dataflow_use_public_ips:
                componentInputParameter: pipelinechannel--dataflow_use_public_ips
              encryption_spec_key_name:
                componentInputParameter: pipelinechannel--encryption_spec_key_name
              location:
                componentInputParameter: pipelinechannel--location
              project:
                componentInputParameter: pipelinechannel--project
              root_dir:
                componentInputParameter: pipelinechannel--root_dir
          taskInfo:
            name: automl-tabular-transform
        condition-2:
          componentRef:
            name: comp-condition-2
          dependentTasks:
          - automl-tabular-transform
          - merge-materialized-splits
          - string-not-empty
          - tabular-stats-and-example-gen
          inputs:
            artifacts:
              pipelinechannel--automl-tabular-transform-transform_output:
                taskOutputArtifact:
                  outputArtifactKey: transform_output
                  producerTask: automl-tabular-transform
              pipelinechannel--merge-materialized-splits-splits:
                taskOutputArtifact:
                  outputArtifactKey: splits
                  producerTask: merge-materialized-splits
              pipelinechannel--tabular-stats-and-example-gen-dataset_schema:
                taskOutputArtifact:
                  outputArtifactKey: dataset_schema
                  producerTask: tabular-stats-and-example-gen
              pipelinechannel--tabular-stats-and-example-gen-eval_split:
                taskOutputArtifact:
                  outputArtifactKey: eval_split
                  producerTask: tabular-stats-and-example-gen
              pipelinechannel--tabular-stats-and-example-gen-instance_baseline:
                taskOutputArtifact:
                  outputArtifactKey: instance_baseline
                  producerTask: tabular-stats-and-example-gen
              pipelinechannel--tabular-stats-and-example-gen-metadata:
                taskOutputArtifact:
                  outputArtifactKey: metadata
                  producerTask: tabular-stats-and-example-gen
            parameters:
              pipelinechannel--cv_trainer_worker_pool_specs_override:
                componentInputParameter: pipelinechannel--cv_trainer_worker_pool_specs_override
              pipelinechannel--dataflow_service_account:
                componentInputParameter: pipelinechannel--dataflow_service_account
              pipelinechannel--dataflow_subnetwork:
                componentInputParameter: pipelinechannel--dataflow_subnetwork
              pipelinechannel--dataflow_use_public_ips:
                componentInputParameter: pipelinechannel--dataflow_use_public_ips
              pipelinechannel--encryption_spec_key_name:
                componentInputParameter: pipelinechannel--encryption_spec_key_name
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python/pipelines/automl_tabular_pl_v3.yaml [3400:3552]:
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          parameterType: NUMBER_INTEGER
        pipelinechannel--location:
          parameterType: STRING
        pipelinechannel--prediction_type:
          parameterType: STRING
        pipelinechannel--project:
          parameterType: STRING
        pipelinechannel--root_dir:
          parameterType: STRING
        pipelinechannel--string-not-empty-Output:
          parameterType: STRING
        pipelinechannel--tabular-stats-and-example-gen-downsampled_test_split_json:
          parameterType: LIST
        pipelinechannel--tabular-stats-and-example-gen-test_split_json:
          parameterType: LIST
        pipelinechannel--target_column:
          parameterType: STRING
    outputDefinitions:
      artifacts:
        feature-attribution-3-feature_attributions:
          artifactType:
            schemaTitle: system.Metrics
            schemaVersion: 0.0.1
        model-evaluation-3-evaluation_metrics:
          artifactType:
            schemaTitle: system.Metrics
            schemaVersion: 0.0.1
  comp-exit-handler-1:
    dag:
      outputs:
        artifacts:
          feature-attribution-2-feature_attributions:
            artifactSelectors:
            - outputArtifactKey: feature-attribution-2-feature_attributions
              producerSubtask: condition-4
          feature-attribution-3-feature_attributions:
            artifactSelectors:
            - outputArtifactKey: feature-attribution-3-feature_attributions
              producerSubtask: condition-4
          feature-attribution-feature_attributions:
            artifactSelectors:
            - outputArtifactKey: feature-attribution-feature_attributions
              producerSubtask: condition-2
          model-evaluation-2-evaluation_metrics:
            artifactSelectors:
            - outputArtifactKey: model-evaluation-2-evaluation_metrics
              producerSubtask: condition-4
          model-evaluation-3-evaluation_metrics:
            artifactSelectors:
            - outputArtifactKey: model-evaluation-3-evaluation_metrics
              producerSubtask: condition-4
          model-evaluation-evaluation_metrics:
            artifactSelectors:
            - outputArtifactKey: model-evaluation-evaluation_metrics
              producerSubtask: condition-2
      tasks:
        automl-tabular-transform:
          cachingOptions:
            enableCache: true
          componentRef:
            name: comp-automl-tabular-transform
          dependentTasks:
          - tabular-stats-and-example-gen
          inputs:
            artifacts:
              dataset_schema:
                taskOutputArtifact:
                  outputArtifactKey: dataset_schema
                  producerTask: tabular-stats-and-example-gen
              eval_split:
                taskOutputArtifact:
                  outputArtifactKey: eval_split
                  producerTask: tabular-stats-and-example-gen
              metadata:
                taskOutputArtifact:
                  outputArtifactKey: metadata
                  producerTask: tabular-stats-and-example-gen
              test_split:
                taskOutputArtifact:
                  outputArtifactKey: test_split
                  producerTask: tabular-stats-and-example-gen
              train_split:
                taskOutputArtifact:
                  outputArtifactKey: train_split
                  producerTask: tabular-stats-and-example-gen
            parameters:
              dataflow_disk_size_gb:
                componentInputParameter: pipelinechannel--transform_dataflow_disk_size_gb
              dataflow_machine_type:
                componentInputParameter: pipelinechannel--transform_dataflow_machine_type
              dataflow_max_num_workers:
                componentInputParameter: pipelinechannel--transform_dataflow_max_num_workers
              dataflow_service_account:
                componentInputParameter: pipelinechannel--dataflow_service_account
              dataflow_subnetwork:
                componentInputParameter: pipelinechannel--dataflow_subnetwork
              dataflow_use_public_ips:
                componentInputParameter: pipelinechannel--dataflow_use_public_ips
              encryption_spec_key_name:
                componentInputParameter: pipelinechannel--encryption_spec_key_name
              location:
                componentInputParameter: pipelinechannel--location
              project:
                componentInputParameter: pipelinechannel--project
              root_dir:
                componentInputParameter: pipelinechannel--root_dir
          taskInfo:
            name: automl-tabular-transform
        condition-2:
          componentRef:
            name: comp-condition-2
          dependentTasks:
          - automl-tabular-transform
          - merge-materialized-splits
          - string-not-empty
          - tabular-stats-and-example-gen
          inputs:
            artifacts:
              pipelinechannel--automl-tabular-transform-transform_output:
                taskOutputArtifact:
                  outputArtifactKey: transform_output
                  producerTask: automl-tabular-transform
              pipelinechannel--merge-materialized-splits-splits:
                taskOutputArtifact:
                  outputArtifactKey: splits
                  producerTask: merge-materialized-splits
              pipelinechannel--tabular-stats-and-example-gen-dataset_schema:
                taskOutputArtifact:
                  outputArtifactKey: dataset_schema
                  producerTask: tabular-stats-and-example-gen
              pipelinechannel--tabular-stats-and-example-gen-eval_split:
                taskOutputArtifact:
                  outputArtifactKey: eval_split
                  producerTask: tabular-stats-and-example-gen
              pipelinechannel--tabular-stats-and-example-gen-instance_baseline:
                taskOutputArtifact:
                  outputArtifactKey: instance_baseline
                  producerTask: tabular-stats-and-example-gen
              pipelinechannel--tabular-stats-and-example-gen-metadata:
                taskOutputArtifact:
                  outputArtifactKey: metadata
                  producerTask: tabular-stats-and-example-gen
            parameters:
              pipelinechannel--cv_trainer_worker_pool_specs_override:
                componentInputParameter: pipelinechannel--cv_trainer_worker_pool_specs_override
              pipelinechannel--dataflow_service_account:
                componentInputParameter: pipelinechannel--dataflow_service_account
              pipelinechannel--dataflow_subnetwork:
                componentInputParameter: pipelinechannel--dataflow_subnetwork
              pipelinechannel--dataflow_use_public_ips:
                componentInputParameter: pipelinechannel--dataflow_use_public_ips
              pipelinechannel--encryption_spec_key_name:
                componentInputParameter: pipelinechannel--encryption_spec_key_name
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