generator.yaml

operations:
  StopTrainingJob:
    operation_type: Delete
    resource_name: TrainingJob
  StopProcessingJob:
    operation_type: Delete
    resource_name: ProcessingJob
  StopTransformJob:
    operation_type: Delete
    resource_name: TransformJob
  UpdateEndpoint:
    override_values:
      RetainAllVariantProperties: true
  DescribeModelPackage:
    custom_check_required_fields_missing_method: customCheckRequiredFieldsMissingMethod
  StopHyperParameterTuningJob:
    operation_type: Delete
    resource_name: HyperParameterTuningJob
resources:
  Model:
    hooks:
      delta_pre_compare:
        code: customSetDefaults(a, b)
    exceptions:
      errors:
        404:
          code: ValidationException
          message_prefix: Could not find model
      terminal_codes:
        - InvalidParameterCombination
        - InvalidParameterValue
        - MissingParameter
    fields:
      Tags:
        compare:
          is_ignored: true
      EnableNetworkIsolation:
        late_initialize:
          min_backoff_seconds: 5
  EndpointConfig:
    exceptions:
      errors:
        404:
          code: ValidationException
          message_prefix: Could not find endpoint configuration
      terminal_codes:
        - InvalidParameterCombination
        - InvalidParameterValue
        - MissingParameter
    fields:
      Tags:
        compare:
          is_ignored: true
  Endpoint:
    reconcile: 
      requeue_on_success_seconds: 30
    update_conditions_custom_method_name: CustomUpdateConditions
    exceptions:
      errors:
        404:
          code: ValidationException
          message_prefix: Could not find endpoint
      terminal_codes:
        - InvalidParameterCombination
        - InvalidParameterValue
        - MissingParameter
        # Custom error
        - EndpointUpdateError
    hooks:
      sdk_read_one_post_set_output:
        code: rm.customDescribeEndpointSetOutput(ko)
      sdk_update_pre_build_request:
        template_path: endpoint/sdk_update_pre_build_request.go.tpl
      sdk_update_post_set_output:
        code: rm.customUpdateEndpointSetOutput(ko)
      sdk_delete_pre_build_request:
        template_path: common/sdk_delete_pre_build_request.go.tpl
      sdk_delete_post_request:
        template_path: common/sdk_delete_post_request.go.tpl
    fields:
      EndpointStatus:
        is_read_only: true
        print:
          name: STATUS
        from:
          operation: DescribeEndpoint
          path: EndpointStatus
      FailureReason:
        is_read_only: true
        print:
          name: FAILURE-REASON
          priority: 1
        from:
          operation: DescribeEndpoint
          path: FailureReason
      CreationTime:
        is_read_only: true
        from:
          operation: DescribeEndpoint
          path: CreationTime
      LastModifiedTime:
        is_read_only: true
        from:
          operation: DescribeEndpoint
          path: LastModifiedTime
      ProductionVariants:
        is_read_only: true
        from:
          operation: DescribeEndpoint
          path: ProductionVariants
      Tags:
        compare:
          is_ignored: true
  TrainingJob:
    exceptions:
      errors:
          404:
            code: ValidationException
            message_prefix: Requested resource not found
      terminal_codes:
        - ResourceNotFound
        - ResourceInUse
        - InvalidParameterCombination
        - InvalidParameterValue
        - MissingParameter
    hooks:
      delta_pre_compare:
        code: customSetDefaults(a, b)
      sdk_read_one_post_set_output:
        code: rm.customSetOutput(&resource{ko})
      sdk_delete_pre_build_request:
        template_path: training_job/sdk_delete_pre_build_request.go.tpl
      sdk_delete_post_request:
        template_path: common/sdk_delete_post_request.go.tpl
    fields:
      TrainingJobStatus:
        is_read_only: true
        print:
          name: STATUS
        from:
          operation: DescribeTrainingJob
          path: TrainingJobStatus
      SecondaryStatus:
        is_read_only: true
        print:
          name: SECONDARY-STATUS
        from:
          operation: DescribeTrainingJob
          path: SecondaryStatus
      DebugRuleEvaluationStatuses:
        is_read_only: true
        from:
          operation: DescribeTrainingJob
          path: DebugRuleEvaluationStatuses
      ProfilerRuleEvaluationStatuses:
        is_read_only: true
        from:
          operation: DescribeTrainingJob
          path: ProfilerRuleEvaluationStatuses
      ModelArtifacts:
        is_read_only: true
        from:
          operation: DescribeTrainingJob
          path: ModelArtifacts
      FailureReason:
        is_read_only: true
        print:
          name: FAILURE-REASON
          priority: 1
        from:
          operation: DescribeTrainingJob
          path: FailureReason 
      AlgorithmSpecification.MetricDefinitions:
        late_initialize:
          min_backoff_seconds: 5
      EnableInterContainerTrafficEncryption:
        late_initialize:
          min_backoff_seconds: 5
      EnableManagedSpotTraining:
        late_initialize:
          min_backoff_seconds: 5
      EnableNetworkIsolation:
        late_initialize:
          min_backoff_seconds: 5
      AlgorithmSpecification.EnableSageMakerMetricsTimeSeries:
        late_initialize:
          min_backoff_seconds: 5
      OutputDataConfig.KMSKeyID:
        late_initialize:
          min_backoff_seconds: 5
      Tags:
        compare:
          is_ignored: true
  ProcessingJob:
    exceptions:
      errors:
          404:
            code: ValidationException
            message_prefix: Could not find requested job
      terminal_codes:
        - ResourceNotFound
        - ResourceInUse
        - InvalidParameterCombination
        - InvalidParameterValue
        - MissingParameter
    hooks:
      delta_pre_compare:
        code: customSetDefaults(a, b)
      sdk_read_one_post_set_output:
        code: rm.customSetOutput(&resource{ko})
      sdk_delete_pre_build_request:
        template_path: processing_job/sdk_delete_pre_build_request.go.tpl
      sdk_delete_post_request:
        template_path: common/sdk_delete_post_request.go.tpl
    fields:
      ProcessingJobStatus:
        is_read_only: true
        print:
          name: STATUS
        from:
          operation: DescribeProcessingJob
          path: ProcessingJobStatus
      FailureReason:
        is_read_only: true
        print:
          name: FAILURE-REASON
          priority: 1
        from:
          operation: DescribeProcessingJob
          path: FailureReason      
      Tags:
        compare:
          is_ignored: true
  TransformJob:
    exceptions:
      errors:
          404:
            code: ValidationException
            message_prefix: Could not find requested job with name
      terminal_codes:
        - ResourceNotFound
        - ResourceInUse
        - InvalidParameterCombination
        - InvalidParameterValue
        - MissingParameter
    hooks:
      delta_pre_compare:
        code: customSetDefaults(a, b)
      sdk_read_one_post_set_output:
        code: rm.customSetOutput(&resource{ko})
      sdk_delete_pre_build_request:
        template_path: transform_job/sdk_delete_pre_build_request.go.tpl
      sdk_delete_post_request:
        template_path: common/sdk_delete_post_request.go.tpl
    fields:
      TransformJobStatus:
        is_read_only: true
        print:
          name: STATUS
        from:
          operation: DescribeTransformJob
          path: TransformJobStatus
      FailureReason:
        is_read_only: true
        print:
          name: FAILURE-REASON
          priority: 1
        from:
          operation: DescribeTransformJob
          path: FailureReason
      TransformInput.SplitType:
        late_initialize:
          min_backoff_seconds: 5   
      TransformInput.CompressionType: 
        late_initialize:
          min_backoff_seconds: 5  
      Tags:
        compare:
          is_ignored: true
  HyperParameterTuningJob:
    exceptions:
      errors:
          404:
            code: ResourceNotFound
      terminal_codes:
        - ResourceNotFound
        - ResourceInUse
        - InvalidParameterCombination
        - InvalidParameterValue
        - MissingParameter
    hooks:
      delta_pre_compare:
        code: customSetDefaults(a, b)
      sdk_read_one_post_set_output:
        code: rm.customSetOutput(&resource{ko})
      sdk_delete_pre_build_request:
        template_path: hyper_parameter_tuning_job/sdk_delete_pre_build_request.go.tpl
      sdk_delete_post_request:
        template_path: common/sdk_delete_post_request.go.tpl
    fields:
      HyperParameterTuningJobStatus:
        is_read_only: true
        print:
          name: STATUS
        from:
          operation: DescribeHyperParameterTuningJob
          path: HyperParameterTuningJobStatus
      FailureReason:
        is_read_only: true
        print:
          name: FAILURE-REASON
          priority: 1
        from:
          operation: DescribeHyperParameterTuningJob
          path: FailureReason
      BestTrainingJob:
        is_read_only: true
        from:
          operation: DescribeHyperParameterTuningJob
          path: BestTrainingJob
      OverallBestTrainingJob:
        is_read_only: true
        from:
          operation: DescribeHyperParameterTuningJob
          path: OverallBestTrainingJob
      TrainingJobDefinition.AlgorithmSpecification.MetricDefinitions:
        late_initialize:
          min_backoff_seconds: 5
      TrainingJobDefinition.EnableInterContainerTrafficEncryption:
        late_initialize:
          min_backoff_seconds: 5
      TrainingJobDefinition.EnableManagedSpotTraining:
        late_initialize:
          min_backoff_seconds: 5
      TrainingJobDefinition.EnableNetworkIsolation:
        late_initialize:
          min_backoff_seconds: 5
      Tags:
        compare:
          is_ignored: true
  DataQualityJobDefinition:
    exceptions:
      errors:
          404:
            code: ResourceNotFound
      terminal_codes:
        - ResourceNotFound
        - ResourceInUse
        - InvalidParameterCombination
        - InvalidParameterValue
        - MissingParameter
    fields:
      JobDefinitionArn:
        is_arn: true
      JobDefinitionName:
        is_name: true
        is_primary_key: true
      Tags:
        compare:
          is_ignored: true
  ModelBiasJobDefinition:
    exceptions:
      errors:
          404:
            code: ResourceNotFound
      terminal_codes:
        - ResourceNotFound
        - ResourceInUse
        - InvalidParameterCombination
        - InvalidParameterValue
        - MissingParameter
    fields:
      JobDefinitionArn:
        is_arn: true
      JobDefinitionName:
        is_name: true
        is_primary_key: true
      Tags:
        compare:
          is_ignored: true
  ModelExplainabilityJobDefinition:
    exceptions:
      errors:
          404:
            code: ResourceNotFound
      terminal_codes:
        - ResourceNotFound
        - ResourceInUse
        - InvalidParameterCombination
        - InvalidParameterValue
        - MissingParameter
    fields:
      JobDefinitionArn:
        is_arn: true
      JobDefinitionName:
        is_name: true
        is_primary_key: true
      Tags:
        compare:
          is_ignored: true
  ModelQualityJobDefinition:
    exceptions:
      errors:
          404:
            code: ResourceNotFound
      terminal_codes:
        - ResourceNotFound
        - ResourceInUse
        - InvalidParameterCombination
        - InvalidParameterValue
        - MissingParameter
    fields:
      JobDefinitionArn:
        is_arn: true
      JobDefinitionName:
        is_name: true
        is_primary_key: true
      Tags:
        compare:
          is_ignored: true
  MonitoringSchedule:
    reconcile: 
      requeue_on_success_seconds: 30
    update_conditions_custom_method_name: CustomUpdateConditions
    exceptions:
      errors:
          404:
            code: ResourceNotFound
      terminal_codes:
        - ResourceNotFound
        - ResourceInUse
        - InvalidParameterCombination
        - InvalidParameterValue
        - MissingParameter
    hooks:
      sdk_read_one_post_set_output:
        code: rm.customSetOutput(&resource{ko}, resp.MonitoringScheduleStatus)
      sdk_update_pre_build_request:
        template_path: common/sdk_update_pre_build_request.go.tpl
      sdk_update_post_set_output:
        code: rm.customSetOutput(&resource{ko}, aws.String("Pending"))
      sdk_delete_pre_build_request:
        template_path: common/sdk_delete_pre_build_request.go.tpl
      sdk_delete_post_request:
        template_path: common/sdk_delete_post_request.go.tpl
    fields:
      MonitoringScheduleStatus:
        is_read_only: true
        print:
          name: STATUS
        from:
          operation: DescribeMonitoringSchedule
          path: MonitoringScheduleStatus
      FailureReason:
        is_read_only: true
        print:
          name: FAILURE-REASON
          priority: 1
        from:
          operation: DescribeMonitoringSchedule
          path: FailureReason
      CreationTime:
        is_read_only: true
        from:
          operation: DescribeMonitoringSchedule
          path: CreationTime
      LastModifiedTime:
        is_read_only: true
        from:
          operation: DescribeMonitoringSchedule
          path: LastModifiedTime
      LastMonitoringExecutionSummary:
        is_read_only: true
        from:
          operation: DescribeMonitoringSchedule
          path: LastMonitoringExecutionSummary
      Tags:
        compare:
          is_ignored: true
  ModelPackage:
    update_conditions_custom_method_name: CustomUpdateConditions
    is_arn_primary_key: true
    exceptions:
      errors:
          404:
            code: ValidationException
            message_suffix: does not exist.
      terminal_codes:
        - InvalidParameterCombination
        - InvalidParameterValue
        - MissingParameter
        - ConflictException
    hooks:
      delta_pre_compare:
        code: customSetDefaults(a, b)
      sdk_delete_pre_build_request:
        template_path: common/sdk_delete_pre_build_request.go.tpl
      sdk_delete_post_request:
        template_path: common/sdk_delete_post_request.go.tpl
      sdk_delete_post_build_request:
        template_path: model_package/set_resource_name_as_arn.go.tpl
      sdk_read_one_post_set_output:
        code: rm.customSetOutput(&resource{ko})
      sdk_read_one_post_build_request:
        template_path: model_package/set_resource_name_as_arn.go.tpl
      sdk_update_pre_build_request:
        template_path: common/sdk_update_pre_build_request.go.tpl
      sdk_update_post_set_output:
        code: rm.customSetOutput(&resource{ko})
    fields:
      ModelPackageStatus:
        is_read_only: true
        print:
          name: STATUS
        from:
          operation: DescribeModelPackage
          path: ModelPackageStatus 
      CreationTime:
        is_read_only: true
        from:
          operation: DescribeModelPackage
          path: CreationTime
      ModelPackageStatusDetails:
        is_read_only: true
        from:
          operation: DescribeModelPackage
          path: ModelPackageStatusDetails
      LastModifiedTime:
        is_read_only: true
        from:
          operation: DescribeModelPackage
          path: LastModifiedTime
      ApprovalDescription:
        from:
          operation: UpdateModelPackage
          path: ApprovalDescription
      CertifyForMarketplace:
        late_initialize:
          min_backoff_seconds: 5
      Tags:
        compare:
          is_ignored: true
  FeatureGroup:
    update_conditions_custom_method_name: CustomUpdateConditions
    exceptions:
      errors:
          404:
            code: ResourceNotFound
      terminal_codes:
        - ResourceNotFound
        - ResourceInUse
        - InvalidParameterCombination
        - InvalidParameterValue
        - MissingParameter
    hooks:
      delta_pre_compare:
        code: customSetDefaults(a, b)
      sdk_delete_pre_build_request:
        template_path: common/sdk_delete_pre_build_request.go.tpl
      sdk_delete_post_request:
        template_path: common/sdk_delete_post_request.go.tpl
      sdk_read_one_post_set_output:
        code: rm.customSetOutput(&resource{ko})
    fields:
      FailureReason:
        is_read_only: true
        print:
          name: FAILURE-REASON
          priority: 1
        from:
          operation: DescribeFeatureGroup
          path: FailureReason
      FeatureGroupStatus:
        is_read_only: true
        print:
          name: STATUS
        from:
          operation: DescribeFeatureGroup
          path: FeatureGroupStatus
      OfflineStoreConfig.DisableGlueTableCreation:
        late_initialize:
          min_backoff_seconds: 5
      OfflineStoreConfig.S3StorageConfig.ResolvedOutputS3URI:
        late_initialize:
          min_backoff_seconds: 5
      Tags:
        compare:
          is_ignored: true
  NotebookInstance:
    # Resource state/status can be modified in Sagemaker Console
    # Need to reconcile to catch these state/status changes
    reconcile: 
      requeue_on_success_seconds: 60
    exceptions:
      errors:
          404:
            code: ValidationException
            message_prefix: RecordNotFound
      terminal_codes:
        - InvalidParameterCombination
        - InvalidParameterValue
        - MissingParameter
    hooks:
      sdk_read_one_post_set_output: 
        template_path: notebook_instance/sdk_read_one_post_set_output.go.tpl
      delta_pre_compare:
        code: customSetDefaults(a, b)
      sdk_update_pre_build_request:
        template_path: notebook_instance/sdk_update_pre_build_request.go.tpl
      sdk_update_post_build_request:
        code: handleUpdateOnlyParameters(desired, latest, input)
      sdk_update_post_set_output:
        code: rm.customSetOutputUpdate(ko, latest)
      sdk_delete_pre_build_request:
        template_path: notebook_instance/sdk_delete_pre_build_request.go.tpl
      sdk_delete_post_request:
        template_path: common/sdk_delete_post_request.go.tpl
    fields:
      NotebookInstanceStatus:
        is_read_only: true
        print:
          name: STATUS
        from:
          operation: DescribeNotebookInstance
          path: NotebookInstanceStatus
      PlatformIdentifier:
        late_initialize:
          min_backoff_seconds: 5
      Url:
        is_read_only: true
        from:
          operation: DescribeNotebookInstance
          path: Url
      stoppedByControllerMetadata:
        is_read_only: true
        from:
          operation: DescribeNotebookInstance
          path: Url
      FailureReason:
        is_read_only: true
        print:
          name: FAILURE-REASON
          priority: 1
        from:
          operation: DescribeNotebookInstance
          path: FailureReason
      Tags:
        compare:
          is_ignored: true        
  ModelPackageGroup:
      exceptions:
        errors:
            404:
              code: ValidationException
              message_suffix: does not exist.
        terminal_codes:
          - InvalidParameterCombination
          - InvalidParameterValue
          - MissingParameter
          - ConflictException   
      fields:
        ModelPackageGroupStatus:
          is_read_only: true
          print:
            name: STATUS
          from:
            operation: DescribeModelPackageGroup
            path: ModelPackageGroupStatus    
        Tags:
          compare:
            is_ignored: true       
      hooks:
        sdk_read_one_post_set_output:
          code: rm.customSetOutput(&resource{ko})  
        sdk_delete_pre_build_request:
          template_path: common/sdk_delete_pre_build_request.go.tpl
        sdk_delete_post_request:
          template_path: common/sdk_delete_post_request.go.tpl
  NotebookInstanceLifecycleConfig:
    exceptions:
      errors:
          404:
            code: ValidationException
            message_prefix: Unable to describe Notebook Instance Lifecycle Config
      terminal_codes:
        - InvalidParameterCombination
        - InvalidParameterValue
        - MissingParameter
    hooks:
      delta_post_compare:
        template_path: notebook_instance_lifecycle_config/delta_post_compare.go.tpl
      sdk_update_post_set_output:
        template_path: notebook_instance_lifecycle_config/sdk_update_post_set_output.go.tpl
    fields:
      LastModifiedTime:
        is_read_only: true
        print:
          name: LAST-MODIFIED-TIME
        from:
          operation: DescribeNotebookInstanceLifecycleConfig
          path: LastModifiedTime
      CreationTime:
        is_read_only: true
        print:
          name: CREATION-TIME
        from:
          operation: DescribeNotebookInstanceLifecycleConfig
          path: CreationTime
      Tags:
        compare:
          is_ignored: true
      # Custom code is implemented for these fields delta comparison
      OnCreate:
        compare:
          is_ignored: true  
      OnStart:
        compare:
          is_ignored: true
  Domain:
    exceptions:
      errors:
          404:
            code: ResourceNotFound
      terminal_codes:
        - ResourceNotFound
        - InvalidParameterCombination
        - InvalidParameterValue
        - MissingParameter
    hooks: 
      sdk_create_post_set_output:
        template_path: domain/sdk_create_post_set_output.go.tpl
      sdk_read_one_post_set_output:
        code: rm.customDescribeDomainSetOutput(ko)
      sdk_update_pre_build_request:
        template_path: common/sdk_update_pre_build_request.go.tpl
      dk_delete_pre_build_request:
        template_path: common/sdk_delete_pre_build_request.go.tpl
      sdk_delete_post_request:
        template_path: common/sdk_delete_post_request.go.tpl
    fields:
      DomainId:
        is_read_only: true
        print:
          name: DOMAIN-ID
        from:
          operation: DescribeDomain
          path: DomainId
      Status:
        is_read_only: true
        print:
          name: STATUS
        from:
          operation: DescribeDomain
          path: Status 
      AppNetworkAccessType:
        late_initialize:
          min_backoff_seconds: 5
      Tags:
        compare:
          is_ignored: true   
  UserProfile:
    exceptions:
      errors:
          404:
            code: ResourceNotFound
      terminal_codes:
        - ResourceNotFound
        - InvalidParameterCombination
        - InvalidParameterValue
        - MissingParameter
    hooks: 
      sdk_read_one_post_set_output:
        code: rm.customDescribeUserProfileSetOutput(ko)
      sdk_update_pre_build_request:
        template_path: common/sdk_update_pre_build_request.go.tpl
      dk_delete_pre_build_request:
        template_path: common/sdk_delete_pre_build_request.go.tpl
      sdk_delete_post_request:
        template_path: common/sdk_delete_post_request.go.tpl
    fields:
      Status:
        is_read_only: true
        print:
          name: STATUS
        from:
          operation: DescribeUserProfile
          path: Status 
      Tags:
        compare:
          is_ignored: true  
  App:
    exceptions:
      errors:
          404:
            code: ResourceNotFound
      terminal_codes:
        - ResourceNotFound
        - InvalidParameterCombination
        - InvalidParameterValue
        - MissingParameter
    hooks: 
      sdk_read_one_post_set_output:
        code: rm.customDescribeAppSetOutput(ko)
      sdk_delete_pre_build_request:
        template_path: app/sdk_delete_pre_build_request.go.tpl
      sdk_delete_post_request:
        template_path: common/sdk_delete_post_request.go.tpl
    fields:
      Status:
        is_read_only: true
        print:
          name: STATUS
        from:
          operation: DescribeApp
          path: Status 
      ResourceSpec:
        late_initialize:
          min_backoff_seconds: 5
      Tags:
        compare:
          is_ignored: true
ignore:
    resource_names:
      - Algorithm
      # - App
      - AutoMLJob
      - Action
      - AppImageConfig
      - Artifact
      - CodeRepository
      - CompilationJob
      - Context
      # - DataQualityJobDefinition
      - DeviceFleet
      # - Domain
      - EdgePackagingJob
      # - EndpointConfig
      # - Endpoint
      - Experiment
      # - FeatureGroup
      - FlowDefinition
      - HumanTaskUi
      # - HyperParameterTuningJob
      - Image
      - ImageVersion
      - LabelingJob
      # - Model
      # - ModelBiasJobDefinition
      # - ModelExplainabilityJobDefinition
      # ModelPackage
      # ModelPackageGroup
      # - ModelQualityJobDefinition
      # - MonitoringSchedule
      # - NotebookInstanceLifecycleConfig
      # - NotebookInstance
      - Pipeline
      - PresignedDomainUrl
      - PresignedNotebookInstanceUrl
      # - ProcessingJob
      - Project
      - StudioLifecycleConfig
      # - TrainingJob
      # - TransformJob
      - TrialComponent
      - Trial
      # - UserProfile
      - Workforce
      - Workteam
    operations:
      - UpdateTrainingJob
    shape_names:
      # RSessionAppSettings is an empty struct that causes generation errors
      - RSessionAppSettings
      - RetryStrategy
      - DeploymentConfig