python/pipelines/automl_tabular_pl_v1.yaml [2605:2850]:
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              pipelinechannel--location:
                componentInputParameter: pipelinechannel--location
              pipelinechannel--prediction_type:
                componentInputParameter: pipelinechannel--prediction_type
              pipelinechannel--project:
                componentInputParameter: pipelinechannel--project
              pipelinechannel--root_dir:
                componentInputParameter: pipelinechannel--root_dir
              pipelinechannel--string-not-empty-Output:
                componentInputParameter: pipelinechannel--string-not-empty-Output
              pipelinechannel--tabular-stats-and-example-gen-downsampled_test_split_json:
                componentInputParameter: pipelinechannel--tabular-stats-and-example-gen-downsampled_test_split_json
              pipelinechannel--tabular-stats-and-example-gen-test_split_json:
                componentInputParameter: pipelinechannel--tabular-stats-and-example-gen-test_split_json
              pipelinechannel--target_column:
                componentInputParameter: pipelinechannel--target_column
          taskInfo:
            name: is-evaluation
          triggerPolicy:
            condition: inputs.parameter_values['pipelinechannel--bool-identity-2-Output']
              == 'true'
        model-batch-predict-3:
          cachingOptions:
            enableCache: true
          componentRef:
            name: comp-model-batch-predict-3
          dependentTasks:
          - read-input-uri
          inputs:
            artifacts:
              unmanaged_container_model:
                componentInputArtifact: pipelinechannel--automl-tabular-ensemble-2-unmanaged_container_model
            parameters:
              encryption_spec_key_name:
                componentInputParameter: pipelinechannel--encryption_spec_key_name
              gcs_destination_output_uri_prefix:
                componentInputParameter: pipelinechannel--root_dir
              gcs_source_uris:
                taskOutputParameter:
                  outputParameterKey: Output
                  producerTask: read-input-uri
              instances_format:
                runtimeValue:
                  constant: tf-record
              job_display_name:
                runtimeValue:
                  constant: batch-predict-train-split
              location:
                componentInputParameter: pipelinechannel--location
              machine_type:
                componentInputParameter: pipelinechannel--distill_batch_predict_machine_type
              max_replica_count:
                componentInputParameter: pipelinechannel--distill_batch_predict_max_replica_count
              predictions_format:
                runtimeValue:
                  constant: tf-record
              project:
                componentInputParameter: pipelinechannel--project
              starting_replica_count:
                componentInputParameter: pipelinechannel--distill_batch_predict_starting_replica_count
          taskInfo:
            name: model-batch-predict-3
        model-batch-predict-4:
          cachingOptions:
            enableCache: true
          componentRef:
            name: comp-model-batch-predict-4
          dependentTasks:
          - read-input-uri-2
          inputs:
            artifacts:
              unmanaged_container_model:
                componentInputArtifact: pipelinechannel--automl-tabular-ensemble-2-unmanaged_container_model
            parameters:
              encryption_spec_key_name:
                componentInputParameter: pipelinechannel--encryption_spec_key_name
              gcs_destination_output_uri_prefix:
                componentInputParameter: pipelinechannel--root_dir
              gcs_source_uris:
                taskOutputParameter:
                  outputParameterKey: Output
                  producerTask: read-input-uri-2
              instances_format:
                runtimeValue:
                  constant: tf-record
              job_display_name:
                runtimeValue:
                  constant: batch-predict-eval-split
              location:
                componentInputParameter: pipelinechannel--location
              machine_type:
                componentInputParameter: pipelinechannel--distill_batch_predict_machine_type
              max_replica_count:
                componentInputParameter: pipelinechannel--distill_batch_predict_max_replica_count
              predictions_format:
                runtimeValue:
                  constant: tf-record
              project:
                componentInputParameter: pipelinechannel--project
              starting_replica_count:
                componentInputParameter: pipelinechannel--distill_batch_predict_starting_replica_count
          taskInfo:
            name: model-batch-predict-4
        model-upload-3:
          cachingOptions:
            enableCache: true
          componentRef:
            name: comp-model-upload-3
          dependentTasks:
          - automl-tabular-ensemble-3
          - automl-tabular-infra-validator-3
          inputs:
            artifacts:
              explanation_metadata_artifact:
                taskOutputArtifact:
                  outputArtifactKey: explanation_metadata_artifact
                  producerTask: automl-tabular-ensemble-3
              unmanaged_container_model:
                taskOutputArtifact:
                  outputArtifactKey: unmanaged_container_model
                  producerTask: automl-tabular-ensemble-3
            parameters:
              display_name:
                runtimeValue:
                  constant: automl-tabular-distill-model-upload-{{$.pipeline_job_uuid}}-{{$.pipeline_task_uuid}}
              encryption_spec_key_name:
                componentInputParameter: pipelinechannel--encryption_spec_key_name
              explanation_parameters:
                taskOutputParameter:
                  outputParameterKey: explanation_parameters
                  producerTask: automl-tabular-ensemble-3
              location:
                componentInputParameter: pipelinechannel--location
              project:
                componentInputParameter: pipelinechannel--project
          taskInfo:
            name: model-upload-3
        read-input-uri:
          cachingOptions:
            enableCache: true
          componentRef:
            name: comp-read-input-uri
          inputs:
            artifacts:
              split_uri:
                componentInputArtifact: pipelinechannel--tabular-stats-and-example-gen-train_split
          taskInfo:
            name: read-input-uri
        read-input-uri-2:
          cachingOptions:
            enableCache: true
          componentRef:
            name: comp-read-input-uri-2
          inputs:
            artifacts:
              split_uri:
                componentInputArtifact: pipelinechannel--tabular-stats-and-example-gen-eval_split
          taskInfo:
            name: read-input-uri-2
        write-bp-result-path:
          cachingOptions:
            enableCache: true
          componentRef:
            name: comp-write-bp-result-path
          dependentTasks:
          - model-batch-predict-3
          inputs:
            artifacts:
              bp_job:
                taskOutputArtifact:
                  outputArtifactKey: batchpredictionjob
                  producerTask: model-batch-predict-3
          taskInfo:
            name: write-bp-result-path
        write-bp-result-path-2:
          cachingOptions:
            enableCache: true
          componentRef:
            name: comp-write-bp-result-path-2
          dependentTasks:
          - model-batch-predict-4
          inputs:
            artifacts:
              bp_job:
                taskOutputArtifact:
                  outputArtifactKey: batchpredictionjob
                  producerTask: model-batch-predict-4
          taskInfo:
            name: write-bp-result-path-2
    inputDefinitions:
      artifacts:
        pipelinechannel--automl-tabular-ensemble-2-unmanaged_container_model:
          artifactType:
            schemaTitle: google.UnmanagedContainerModel
            schemaVersion: 0.0.1
        pipelinechannel--tabular-stats-and-example-gen-dataset_schema:
          artifactType:
            schemaTitle: system.Artifact
            schemaVersion: 0.0.1
        pipelinechannel--tabular-stats-and-example-gen-eval_split:
          artifactType:
            schemaTitle: system.Dataset
            schemaVersion: 0.0.1
        pipelinechannel--tabular-stats-and-example-gen-instance_baseline:
          artifactType:
            schemaTitle: system.Artifact
            schemaVersion: 0.0.1
        pipelinechannel--tabular-stats-and-example-gen-metadata:
          artifactType:
            schemaTitle: system.Artifact
            schemaVersion: 0.0.1
        pipelinechannel--tabular-stats-and-example-gen-test_split:
          artifactType:
            schemaTitle: system.Dataset
            schemaVersion: 0.0.1
        pipelinechannel--tabular-stats-and-example-gen-train_split:
          artifactType:
            schemaTitle: system.Dataset
            schemaVersion: 0.0.1
      parameters:
        pipelinechannel--bool-identity-2-Output:
          parameterType: STRING
        pipelinechannel--bool-identity-3-Output:
          parameterType: STRING
        pipelinechannel--calculate-training-parameters-2-distill_stage_1_deadline_hours:
          parameterType: NUMBER_DOUBLE
        pipelinechannel--calculate-training-parameters-2-reduce_search_space_mode:
          parameterType: STRING
        pipelinechannel--calculate-training-parameters-2-stage_1_single_run_max_secs:
          parameterType: NUMBER_INTEGER
        pipelinechannel--dataflow_service_account:
          parameterType: STRING
        pipelinechannel--dataflow_subnetwork:
          parameterType: STRING
        pipelinechannel--dataflow_use_public_ips:
          parameterType: BOOLEAN
        pipelinechannel--disable_early_stopping:
          parameterType: BOOLEAN
        pipelinechannel--distill_batch_predict_machine_type:
          parameterType: STRING
        pipelinechannel--distill_batch_predict_max_replica_count:
          parameterType: NUMBER_INTEGER
        pipelinechannel--distill_batch_predict_starting_replica_count:
          parameterType: NUMBER_INTEGER
        pipelinechannel--encryption_spec_key_name:
          parameterType: STRING
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python/pipelines/automl_tabular_pl_v3.yaml [2826:3071]:
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              pipelinechannel--location:
                componentInputParameter: pipelinechannel--location
              pipelinechannel--prediction_type:
                componentInputParameter: pipelinechannel--prediction_type
              pipelinechannel--project:
                componentInputParameter: pipelinechannel--project
              pipelinechannel--root_dir:
                componentInputParameter: pipelinechannel--root_dir
              pipelinechannel--string-not-empty-Output:
                componentInputParameter: pipelinechannel--string-not-empty-Output
              pipelinechannel--tabular-stats-and-example-gen-downsampled_test_split_json:
                componentInputParameter: pipelinechannel--tabular-stats-and-example-gen-downsampled_test_split_json
              pipelinechannel--tabular-stats-and-example-gen-test_split_json:
                componentInputParameter: pipelinechannel--tabular-stats-and-example-gen-test_split_json
              pipelinechannel--target_column:
                componentInputParameter: pipelinechannel--target_column
          taskInfo:
            name: is-evaluation
          triggerPolicy:
            condition: inputs.parameter_values['pipelinechannel--bool-identity-2-Output']
              == 'true'
        model-batch-predict-3:
          cachingOptions:
            enableCache: true
          componentRef:
            name: comp-model-batch-predict-3
          dependentTasks:
          - read-input-uri
          inputs:
            artifacts:
              unmanaged_container_model:
                componentInputArtifact: pipelinechannel--automl-tabular-ensemble-2-unmanaged_container_model
            parameters:
              encryption_spec_key_name:
                componentInputParameter: pipelinechannel--encryption_spec_key_name
              gcs_destination_output_uri_prefix:
                componentInputParameter: pipelinechannel--root_dir
              gcs_source_uris:
                taskOutputParameter:
                  outputParameterKey: Output
                  producerTask: read-input-uri
              instances_format:
                runtimeValue:
                  constant: tf-record
              job_display_name:
                runtimeValue:
                  constant: batch-predict-train-split
              location:
                componentInputParameter: pipelinechannel--location
              machine_type:
                componentInputParameter: pipelinechannel--distill_batch_predict_machine_type
              max_replica_count:
                componentInputParameter: pipelinechannel--distill_batch_predict_max_replica_count
              predictions_format:
                runtimeValue:
                  constant: tf-record
              project:
                componentInputParameter: pipelinechannel--project
              starting_replica_count:
                componentInputParameter: pipelinechannel--distill_batch_predict_starting_replica_count
          taskInfo:
            name: model-batch-predict-3
        model-batch-predict-4:
          cachingOptions:
            enableCache: true
          componentRef:
            name: comp-model-batch-predict-4
          dependentTasks:
          - read-input-uri-2
          inputs:
            artifacts:
              unmanaged_container_model:
                componentInputArtifact: pipelinechannel--automl-tabular-ensemble-2-unmanaged_container_model
            parameters:
              encryption_spec_key_name:
                componentInputParameter: pipelinechannel--encryption_spec_key_name
              gcs_destination_output_uri_prefix:
                componentInputParameter: pipelinechannel--root_dir
              gcs_source_uris:
                taskOutputParameter:
                  outputParameterKey: Output
                  producerTask: read-input-uri-2
              instances_format:
                runtimeValue:
                  constant: tf-record
              job_display_name:
                runtimeValue:
                  constant: batch-predict-eval-split
              location:
                componentInputParameter: pipelinechannel--location
              machine_type:
                componentInputParameter: pipelinechannel--distill_batch_predict_machine_type
              max_replica_count:
                componentInputParameter: pipelinechannel--distill_batch_predict_max_replica_count
              predictions_format:
                runtimeValue:
                  constant: tf-record
              project:
                componentInputParameter: pipelinechannel--project
              starting_replica_count:
                componentInputParameter: pipelinechannel--distill_batch_predict_starting_replica_count
          taskInfo:
            name: model-batch-predict-4
        model-upload-3:
          cachingOptions:
            enableCache: true
          componentRef:
            name: comp-model-upload-3
          dependentTasks:
          - automl-tabular-ensemble-3
          - automl-tabular-infra-validator-3
          inputs:
            artifacts:
              explanation_metadata_artifact:
                taskOutputArtifact:
                  outputArtifactKey: explanation_metadata_artifact
                  producerTask: automl-tabular-ensemble-3
              unmanaged_container_model:
                taskOutputArtifact:
                  outputArtifactKey: unmanaged_container_model
                  producerTask: automl-tabular-ensemble-3
            parameters:
              display_name:
                runtimeValue:
                  constant: automl-tabular-distill-model-upload-{{$.pipeline_job_uuid}}-{{$.pipeline_task_uuid}}
              encryption_spec_key_name:
                componentInputParameter: pipelinechannel--encryption_spec_key_name
              explanation_parameters:
                taskOutputParameter:
                  outputParameterKey: explanation_parameters
                  producerTask: automl-tabular-ensemble-3
              location:
                componentInputParameter: pipelinechannel--location
              project:
                componentInputParameter: pipelinechannel--project
          taskInfo:
            name: model-upload-3
        read-input-uri:
          cachingOptions:
            enableCache: true
          componentRef:
            name: comp-read-input-uri
          inputs:
            artifacts:
              split_uri:
                componentInputArtifact: pipelinechannel--tabular-stats-and-example-gen-train_split
          taskInfo:
            name: read-input-uri
        read-input-uri-2:
          cachingOptions:
            enableCache: true
          componentRef:
            name: comp-read-input-uri-2
          inputs:
            artifacts:
              split_uri:
                componentInputArtifact: pipelinechannel--tabular-stats-and-example-gen-eval_split
          taskInfo:
            name: read-input-uri-2
        write-bp-result-path:
          cachingOptions:
            enableCache: true
          componentRef:
            name: comp-write-bp-result-path
          dependentTasks:
          - model-batch-predict-3
          inputs:
            artifacts:
              bp_job:
                taskOutputArtifact:
                  outputArtifactKey: batchpredictionjob
                  producerTask: model-batch-predict-3
          taskInfo:
            name: write-bp-result-path
        write-bp-result-path-2:
          cachingOptions:
            enableCache: true
          componentRef:
            name: comp-write-bp-result-path-2
          dependentTasks:
          - model-batch-predict-4
          inputs:
            artifacts:
              bp_job:
                taskOutputArtifact:
                  outputArtifactKey: batchpredictionjob
                  producerTask: model-batch-predict-4
          taskInfo:
            name: write-bp-result-path-2
    inputDefinitions:
      artifacts:
        pipelinechannel--automl-tabular-ensemble-2-unmanaged_container_model:
          artifactType:
            schemaTitle: google.UnmanagedContainerModel
            schemaVersion: 0.0.1
        pipelinechannel--tabular-stats-and-example-gen-dataset_schema:
          artifactType:
            schemaTitle: system.Artifact
            schemaVersion: 0.0.1
        pipelinechannel--tabular-stats-and-example-gen-eval_split:
          artifactType:
            schemaTitle: system.Dataset
            schemaVersion: 0.0.1
        pipelinechannel--tabular-stats-and-example-gen-instance_baseline:
          artifactType:
            schemaTitle: system.Artifact
            schemaVersion: 0.0.1
        pipelinechannel--tabular-stats-and-example-gen-metadata:
          artifactType:
            schemaTitle: system.Artifact
            schemaVersion: 0.0.1
        pipelinechannel--tabular-stats-and-example-gen-test_split:
          artifactType:
            schemaTitle: system.Dataset
            schemaVersion: 0.0.1
        pipelinechannel--tabular-stats-and-example-gen-train_split:
          artifactType:
            schemaTitle: system.Dataset
            schemaVersion: 0.0.1
      parameters:
        pipelinechannel--bool-identity-2-Output:
          parameterType: STRING
        pipelinechannel--bool-identity-3-Output:
          parameterType: STRING
        pipelinechannel--calculate-training-parameters-2-distill_stage_1_deadline_hours:
          parameterType: NUMBER_DOUBLE
        pipelinechannel--calculate-training-parameters-2-reduce_search_space_mode:
          parameterType: STRING
        pipelinechannel--calculate-training-parameters-2-stage_1_single_run_max_secs:
          parameterType: NUMBER_INTEGER
        pipelinechannel--dataflow_service_account:
          parameterType: STRING
        pipelinechannel--dataflow_subnetwork:
          parameterType: STRING
        pipelinechannel--dataflow_use_public_ips:
          parameterType: BOOLEAN
        pipelinechannel--disable_early_stopping:
          parameterType: BOOLEAN
        pipelinechannel--distill_batch_predict_machine_type:
          parameterType: STRING
        pipelinechannel--distill_batch_predict_max_replica_count:
          parameterType: NUMBER_INTEGER
        pipelinechannel--distill_batch_predict_starting_replica_count:
          parameterType: NUMBER_INTEGER
        pipelinechannel--encryption_spec_key_name:
          parameterType: STRING
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