# WARNING ABOUT GENERATED CODE
#
# This file is generated. See the contributing guide for more information:
# https://github.com/aws/aws-sdk-ruby/blob/version-3/CONTRIBUTING.md
#
# WARNING ABOUT GENERATED CODE

module Aws::CleanRoomsML
  module Types

    class AccessDeniedException
      attr_accessor message: ::String
      SENSITIVE: []
    end

    class AudienceDestination
      attr_accessor s3_destination: Types::S3ConfigMap
      SENSITIVE: []
    end

    class AudienceExportJobSummary
      attr_accessor create_time: ::Time
      attr_accessor update_time: ::Time
      attr_accessor name: ::String
      attr_accessor audience_generation_job_arn: ::String
      attr_accessor audience_size: Types::AudienceSize
      attr_accessor description: ::String
      attr_accessor status: ("CREATE_PENDING" | "CREATE_IN_PROGRESS" | "CREATE_FAILED" | "ACTIVE")
      attr_accessor status_details: Types::StatusDetails
      attr_accessor output_location: ::String
      SENSITIVE: []
    end

    class AudienceGenerationJobDataSource
      attr_accessor data_source: Types::S3ConfigMap
      attr_accessor role_arn: ::String
      attr_accessor sql_parameters: Types::ProtectedQuerySQLParameters
      attr_accessor sql_compute_configuration: Types::ComputeConfiguration
      SENSITIVE: [:sql_parameters]
    end

    class AudienceGenerationJobSummary
      attr_accessor create_time: ::Time
      attr_accessor update_time: ::Time
      attr_accessor audience_generation_job_arn: ::String
      attr_accessor name: ::String
      attr_accessor description: ::String
      attr_accessor status: ("CREATE_PENDING" | "CREATE_IN_PROGRESS" | "CREATE_FAILED" | "ACTIVE" | "DELETE_PENDING" | "DELETE_IN_PROGRESS" | "DELETE_FAILED")
      attr_accessor configured_audience_model_arn: ::String
      attr_accessor collaboration_id: ::String
      attr_accessor started_by: ::String
      SENSITIVE: []
    end

    class AudienceModelSummary
      attr_accessor create_time: ::Time
      attr_accessor update_time: ::Time
      attr_accessor audience_model_arn: ::String
      attr_accessor name: ::String
      attr_accessor training_dataset_arn: ::String
      attr_accessor status: ("CREATE_PENDING" | "CREATE_IN_PROGRESS" | "CREATE_FAILED" | "ACTIVE" | "DELETE_PENDING" | "DELETE_IN_PROGRESS" | "DELETE_FAILED")
      attr_accessor description: ::String
      SENSITIVE: []
    end

    class AudienceQualityMetrics
      attr_accessor relevance_metrics: ::Array[Types::RelevanceMetric]
      attr_accessor recall_metric: ::Float
      SENSITIVE: []
    end

    class AudienceSize
      attr_accessor type: ("ABSOLUTE" | "PERCENTAGE")
      attr_accessor value: ::Integer
      SENSITIVE: []
    end

    class AudienceSizeConfig
      attr_accessor audience_size_type: ("ABSOLUTE" | "PERCENTAGE")
      attr_accessor audience_size_bins: ::Array[::Integer]
      SENSITIVE: []
    end

    class CancelTrainedModelInferenceJobRequest
      attr_accessor membership_identifier: ::String
      attr_accessor trained_model_inference_job_arn: ::String
      SENSITIVE: []
    end

    class CancelTrainedModelRequest
      attr_accessor membership_identifier: ::String
      attr_accessor trained_model_arn: ::String
      SENSITIVE: []
    end

    class CollaborationConfiguredModelAlgorithmAssociationSummary
      attr_accessor create_time: ::Time
      attr_accessor update_time: ::Time
      attr_accessor configured_model_algorithm_association_arn: ::String
      attr_accessor name: ::String
      attr_accessor description: ::String
      attr_accessor membership_identifier: ::String
      attr_accessor collaboration_identifier: ::String
      attr_accessor configured_model_algorithm_arn: ::String
      attr_accessor creator_account_id: ::String
      SENSITIVE: []
    end

    class CollaborationMLInputChannelSummary
      attr_accessor create_time: ::Time
      attr_accessor update_time: ::Time
      attr_accessor membership_identifier: ::String
      attr_accessor collaboration_identifier: ::String
      attr_accessor name: ::String
      attr_accessor configured_model_algorithm_associations: ::Array[::String]
      attr_accessor ml_input_channel_arn: ::String
      attr_accessor status: ("CREATE_PENDING" | "CREATE_IN_PROGRESS" | "CREATE_FAILED" | "ACTIVE" | "DELETE_PENDING" | "DELETE_IN_PROGRESS" | "DELETE_FAILED" | "INACTIVE")
      attr_accessor creator_account_id: ::String
      attr_accessor description: ::String
      SENSITIVE: []
    end

    class CollaborationTrainedModelExportJobSummary
      attr_accessor create_time: ::Time
      attr_accessor update_time: ::Time
      attr_accessor name: ::String
      attr_accessor output_configuration: Types::TrainedModelExportOutputConfiguration
      attr_accessor status: ("CREATE_PENDING" | "CREATE_IN_PROGRESS" | "CREATE_FAILED" | "ACTIVE")
      attr_accessor status_details: Types::StatusDetails
      attr_accessor description: ::String
      attr_accessor creator_account_id: ::String
      attr_accessor trained_model_arn: ::String
      attr_accessor membership_identifier: ::String
      attr_accessor collaboration_identifier: ::String
      SENSITIVE: []
    end

    class CollaborationTrainedModelInferenceJobSummary
      attr_accessor trained_model_inference_job_arn: ::String
      attr_accessor configured_model_algorithm_association_arn: ::String
      attr_accessor membership_identifier: ::String
      attr_accessor trained_model_arn: ::String
      attr_accessor collaboration_identifier: ::String
      attr_accessor status: ("CREATE_PENDING" | "CREATE_IN_PROGRESS" | "CREATE_FAILED" | "ACTIVE" | "CANCEL_PENDING" | "CANCEL_IN_PROGRESS" | "CANCEL_FAILED" | "INACTIVE")
      attr_accessor output_configuration: Types::InferenceOutputConfiguration
      attr_accessor name: ::String
      attr_accessor description: ::String
      attr_accessor metrics_status: ("PUBLISH_SUCCEEDED" | "PUBLISH_FAILED")
      attr_accessor metrics_status_details: ::String
      attr_accessor logs_status: ("PUBLISH_SUCCEEDED" | "PUBLISH_FAILED")
      attr_accessor logs_status_details: ::String
      attr_accessor create_time: ::Time
      attr_accessor update_time: ::Time
      attr_accessor creator_account_id: ::String
      SENSITIVE: []
    end

    class CollaborationTrainedModelSummary
      attr_accessor create_time: ::Time
      attr_accessor update_time: ::Time
      attr_accessor trained_model_arn: ::String
      attr_accessor name: ::String
      attr_accessor description: ::String
      attr_accessor membership_identifier: ::String
      attr_accessor collaboration_identifier: ::String
      attr_accessor status: ("CREATE_PENDING" | "CREATE_IN_PROGRESS" | "CREATE_FAILED" | "ACTIVE" | "DELETE_PENDING" | "DELETE_IN_PROGRESS" | "DELETE_FAILED" | "INACTIVE" | "CANCEL_PENDING" | "CANCEL_IN_PROGRESS" | "CANCEL_FAILED")
      attr_accessor configured_model_algorithm_association_arn: ::String
      attr_accessor creator_account_id: ::String
      SENSITIVE: []
    end

    class ColumnSchema
      attr_accessor column_name: ::String
      attr_accessor column_types: ::Array[("USER_ID" | "ITEM_ID" | "TIMESTAMP" | "CATEGORICAL_FEATURE" | "NUMERICAL_FEATURE")]
      SENSITIVE: []
    end

    class ComputeConfiguration
      attr_accessor worker: Types::WorkerComputeConfiguration
      attr_accessor unknown: untyped
      SENSITIVE: []

      class Worker < ComputeConfiguration
      end
      class Unknown < ComputeConfiguration
      end
    end

    class ConfiguredAudienceModelOutputConfig
      attr_accessor destination: Types::AudienceDestination
      attr_accessor role_arn: ::String
      SENSITIVE: []
    end

    class ConfiguredAudienceModelSummary
      attr_accessor create_time: ::Time
      attr_accessor update_time: ::Time
      attr_accessor name: ::String
      attr_accessor audience_model_arn: ::String
      attr_accessor output_config: Types::ConfiguredAudienceModelOutputConfig
      attr_accessor description: ::String
      attr_accessor configured_audience_model_arn: ::String
      attr_accessor status: ("ACTIVE")
      SENSITIVE: []
    end

    class ConfiguredModelAlgorithmAssociationSummary
      attr_accessor create_time: ::Time
      attr_accessor update_time: ::Time
      attr_accessor configured_model_algorithm_association_arn: ::String
      attr_accessor configured_model_algorithm_arn: ::String
      attr_accessor name: ::String
      attr_accessor description: ::String
      attr_accessor membership_identifier: ::String
      attr_accessor collaboration_identifier: ::String
      SENSITIVE: []
    end

    class ConfiguredModelAlgorithmSummary
      attr_accessor create_time: ::Time
      attr_accessor update_time: ::Time
      attr_accessor configured_model_algorithm_arn: ::String
      attr_accessor name: ::String
      attr_accessor description: ::String
      SENSITIVE: []
    end

    class ConflictException
      attr_accessor message: ::String
      SENSITIVE: []
    end

    class ContainerConfig
      attr_accessor image_uri: ::String
      attr_accessor entrypoint: ::Array[::String]
      attr_accessor arguments: ::Array[::String]
      attr_accessor metric_definitions: ::Array[Types::MetricDefinition]
      SENSITIVE: []
    end

    class CreateAudienceModelRequest
      attr_accessor training_data_start_time: ::Time
      attr_accessor training_data_end_time: ::Time
      attr_accessor name: ::String
      attr_accessor training_dataset_arn: ::String
      attr_accessor kms_key_arn: ::String
      attr_accessor tags: ::Hash[::String, ::String]
      attr_accessor description: ::String
      SENSITIVE: []
    end

    class CreateAudienceModelResponse
      attr_accessor audience_model_arn: ::String
      SENSITIVE: []
    end

    class CreateConfiguredAudienceModelRequest
      attr_accessor name: ::String
      attr_accessor audience_model_arn: ::String
      attr_accessor output_config: Types::ConfiguredAudienceModelOutputConfig
      attr_accessor description: ::String
      attr_accessor shared_audience_metrics: ::Array[("ALL" | "NONE")]
      attr_accessor min_matching_seed_size: ::Integer
      attr_accessor audience_size_config: Types::AudienceSizeConfig
      attr_accessor tags: ::Hash[::String, ::String]
      attr_accessor child_resource_tag_on_create_policy: ("FROM_PARENT_RESOURCE" | "NONE")
      SENSITIVE: []
    end

    class CreateConfiguredAudienceModelResponse
      attr_accessor configured_audience_model_arn: ::String
      SENSITIVE: []
    end

    class CreateConfiguredModelAlgorithmAssociationRequest
      attr_accessor membership_identifier: ::String
      attr_accessor configured_model_algorithm_arn: ::String
      attr_accessor name: ::String
      attr_accessor description: ::String
      attr_accessor privacy_configuration: Types::PrivacyConfiguration
      attr_accessor tags: ::Hash[::String, ::String]
      SENSITIVE: []
    end

    class CreateConfiguredModelAlgorithmAssociationResponse
      attr_accessor configured_model_algorithm_association_arn: ::String
      SENSITIVE: []
    end

    class CreateConfiguredModelAlgorithmRequest
      attr_accessor name: ::String
      attr_accessor description: ::String
      attr_accessor role_arn: ::String
      attr_accessor training_container_config: Types::ContainerConfig
      attr_accessor inference_container_config: Types::InferenceContainerConfig
      attr_accessor tags: ::Hash[::String, ::String]
      attr_accessor kms_key_arn: ::String
      SENSITIVE: []
    end

    class CreateConfiguredModelAlgorithmResponse
      attr_accessor configured_model_algorithm_arn: ::String
      SENSITIVE: []
    end

    class CreateMLInputChannelRequest
      attr_accessor membership_identifier: ::String
      attr_accessor configured_model_algorithm_associations: ::Array[::String]
      attr_accessor input_channel: Types::InputChannel
      attr_accessor name: ::String
      attr_accessor retention_in_days: ::Integer
      attr_accessor description: ::String
      attr_accessor kms_key_arn: ::String
      attr_accessor tags: ::Hash[::String, ::String]
      SENSITIVE: []
    end

    class CreateMLInputChannelResponse
      attr_accessor ml_input_channel_arn: ::String
      SENSITIVE: []
    end

    class CreateTrainedModelRequest
      attr_accessor membership_identifier: ::String
      attr_accessor name: ::String
      attr_accessor configured_model_algorithm_association_arn: ::String
      attr_accessor hyperparameters: ::Hash[::String, ::String]
      attr_accessor environment: ::Hash[::String, ::String]
      attr_accessor resource_config: Types::ResourceConfig
      attr_accessor stopping_condition: Types::StoppingCondition
      attr_accessor data_channels: ::Array[Types::ModelTrainingDataChannel]
      attr_accessor description: ::String
      attr_accessor kms_key_arn: ::String
      attr_accessor tags: ::Hash[::String, ::String]
      SENSITIVE: []
    end

    class CreateTrainedModelResponse
      attr_accessor trained_model_arn: ::String
      SENSITIVE: []
    end

    class CreateTrainingDatasetRequest
      attr_accessor name: ::String
      attr_accessor role_arn: ::String
      attr_accessor training_data: ::Array[Types::Dataset]
      attr_accessor tags: ::Hash[::String, ::String]
      attr_accessor description: ::String
      SENSITIVE: []
    end

    class CreateTrainingDatasetResponse
      attr_accessor training_dataset_arn: ::String
      SENSITIVE: []
    end

    class DataSource
      attr_accessor glue_data_source: Types::GlueDataSource
      SENSITIVE: []
    end

    class Dataset
      attr_accessor type: ("INTERACTIONS")
      attr_accessor input_config: Types::DatasetInputConfig
      SENSITIVE: []
    end

    class DatasetInputConfig
      attr_accessor schema: ::Array[Types::ColumnSchema]
      attr_accessor data_source: Types::DataSource
      SENSITIVE: []
    end

    class DeleteAudienceGenerationJobRequest
      attr_accessor audience_generation_job_arn: ::String
      SENSITIVE: []
    end

    class DeleteAudienceModelRequest
      attr_accessor audience_model_arn: ::String
      SENSITIVE: []
    end

    class DeleteConfiguredAudienceModelPolicyRequest
      attr_accessor configured_audience_model_arn: ::String
      SENSITIVE: []
    end

    class DeleteConfiguredAudienceModelRequest
      attr_accessor configured_audience_model_arn: ::String
      SENSITIVE: []
    end

    class DeleteConfiguredModelAlgorithmAssociationRequest
      attr_accessor configured_model_algorithm_association_arn: ::String
      attr_accessor membership_identifier: ::String
      SENSITIVE: []
    end

    class DeleteConfiguredModelAlgorithmRequest
      attr_accessor configured_model_algorithm_arn: ::String
      SENSITIVE: []
    end

    class DeleteMLConfigurationRequest
      attr_accessor membership_identifier: ::String
      SENSITIVE: []
    end

    class DeleteMLInputChannelDataRequest
      attr_accessor ml_input_channel_arn: ::String
      attr_accessor membership_identifier: ::String
      SENSITIVE: []
    end

    class DeleteTrainedModelOutputRequest
      attr_accessor trained_model_arn: ::String
      attr_accessor membership_identifier: ::String
      SENSITIVE: []
    end

    class DeleteTrainingDatasetRequest
      attr_accessor training_dataset_arn: ::String
      SENSITIVE: []
    end

    class Destination
      attr_accessor s3_destination: Types::S3ConfigMap
      SENSITIVE: []
    end

    class GetAudienceGenerationJobRequest
      attr_accessor audience_generation_job_arn: ::String
      SENSITIVE: []
    end

    class GetAudienceGenerationJobResponse
      attr_accessor create_time: ::Time
      attr_accessor update_time: ::Time
      attr_accessor audience_generation_job_arn: ::String
      attr_accessor name: ::String
      attr_accessor description: ::String
      attr_accessor status: ("CREATE_PENDING" | "CREATE_IN_PROGRESS" | "CREATE_FAILED" | "ACTIVE" | "DELETE_PENDING" | "DELETE_IN_PROGRESS" | "DELETE_FAILED")
      attr_accessor status_details: Types::StatusDetails
      attr_accessor configured_audience_model_arn: ::String
      attr_accessor seed_audience: Types::AudienceGenerationJobDataSource
      attr_accessor include_seed_in_output: bool
      attr_accessor collaboration_id: ::String
      attr_accessor metrics: Types::AudienceQualityMetrics
      attr_accessor started_by: ::String
      attr_accessor tags: ::Hash[::String, ::String]
      attr_accessor protected_query_identifier: ::String
      SENSITIVE: []
    end

    class GetAudienceModelRequest
      attr_accessor audience_model_arn: ::String
      SENSITIVE: []
    end

    class GetAudienceModelResponse
      attr_accessor create_time: ::Time
      attr_accessor update_time: ::Time
      attr_accessor training_data_start_time: ::Time
      attr_accessor training_data_end_time: ::Time
      attr_accessor audience_model_arn: ::String
      attr_accessor name: ::String
      attr_accessor training_dataset_arn: ::String
      attr_accessor status: ("CREATE_PENDING" | "CREATE_IN_PROGRESS" | "CREATE_FAILED" | "ACTIVE" | "DELETE_PENDING" | "DELETE_IN_PROGRESS" | "DELETE_FAILED")
      attr_accessor status_details: Types::StatusDetails
      attr_accessor kms_key_arn: ::String
      attr_accessor tags: ::Hash[::String, ::String]
      attr_accessor description: ::String
      SENSITIVE: []
    end

    class GetCollaborationConfiguredModelAlgorithmAssociationRequest
      attr_accessor configured_model_algorithm_association_arn: ::String
      attr_accessor collaboration_identifier: ::String
      SENSITIVE: []
    end

    class GetCollaborationConfiguredModelAlgorithmAssociationResponse
      attr_accessor create_time: ::Time
      attr_accessor update_time: ::Time
      attr_accessor configured_model_algorithm_association_arn: ::String
      attr_accessor membership_identifier: ::String
      attr_accessor collaboration_identifier: ::String
      attr_accessor configured_model_algorithm_arn: ::String
      attr_accessor name: ::String
      attr_accessor description: ::String
      attr_accessor creator_account_id: ::String
      attr_accessor privacy_configuration: Types::PrivacyConfiguration
      SENSITIVE: []
    end

    class GetCollaborationMLInputChannelRequest
      attr_accessor ml_input_channel_arn: ::String
      attr_accessor collaboration_identifier: ::String
      SENSITIVE: []
    end

    class GetCollaborationMLInputChannelResponse
      attr_accessor create_time: ::Time
      attr_accessor update_time: ::Time
      attr_accessor creator_account_id: ::String
      attr_accessor membership_identifier: ::String
      attr_accessor collaboration_identifier: ::String
      attr_accessor ml_input_channel_arn: ::String
      attr_accessor name: ::String
      attr_accessor configured_model_algorithm_associations: ::Array[::String]
      attr_accessor status: ("CREATE_PENDING" | "CREATE_IN_PROGRESS" | "CREATE_FAILED" | "ACTIVE" | "DELETE_PENDING" | "DELETE_IN_PROGRESS" | "DELETE_FAILED" | "INACTIVE")
      attr_accessor status_details: Types::StatusDetails
      attr_accessor retention_in_days: ::Integer
      attr_accessor number_of_records: ::Integer
      attr_accessor description: ::String
      SENSITIVE: []
    end

    class GetCollaborationTrainedModelRequest
      attr_accessor trained_model_arn: ::String
      attr_accessor collaboration_identifier: ::String
      SENSITIVE: []
    end

    class GetCollaborationTrainedModelResponse
      attr_accessor membership_identifier: ::String
      attr_accessor collaboration_identifier: ::String
      attr_accessor trained_model_arn: ::String
      attr_accessor name: ::String
      attr_accessor description: ::String
      attr_accessor status: ("CREATE_PENDING" | "CREATE_IN_PROGRESS" | "CREATE_FAILED" | "ACTIVE" | "DELETE_PENDING" | "DELETE_IN_PROGRESS" | "DELETE_FAILED" | "INACTIVE" | "CANCEL_PENDING" | "CANCEL_IN_PROGRESS" | "CANCEL_FAILED")
      attr_accessor status_details: Types::StatusDetails
      attr_accessor configured_model_algorithm_association_arn: ::String
      attr_accessor resource_config: Types::ResourceConfig
      attr_accessor stopping_condition: Types::StoppingCondition
      attr_accessor metrics_status: ("PUBLISH_SUCCEEDED" | "PUBLISH_FAILED")
      attr_accessor metrics_status_details: ::String
      attr_accessor logs_status: ("PUBLISH_SUCCEEDED" | "PUBLISH_FAILED")
      attr_accessor logs_status_details: ::String
      attr_accessor training_container_image_digest: ::String
      attr_accessor create_time: ::Time
      attr_accessor update_time: ::Time
      attr_accessor creator_account_id: ::String
      SENSITIVE: []
    end

    class GetConfiguredAudienceModelPolicyRequest
      attr_accessor configured_audience_model_arn: ::String
      SENSITIVE: []
    end

    class GetConfiguredAudienceModelPolicyResponse
      attr_accessor configured_audience_model_arn: ::String
      attr_accessor configured_audience_model_policy: ::String
      attr_accessor policy_hash: ::String
      SENSITIVE: []
    end

    class GetConfiguredAudienceModelRequest
      attr_accessor configured_audience_model_arn: ::String
      SENSITIVE: []
    end

    class GetConfiguredAudienceModelResponse
      attr_accessor create_time: ::Time
      attr_accessor update_time: ::Time
      attr_accessor configured_audience_model_arn: ::String
      attr_accessor name: ::String
      attr_accessor audience_model_arn: ::String
      attr_accessor output_config: Types::ConfiguredAudienceModelOutputConfig
      attr_accessor description: ::String
      attr_accessor status: ("ACTIVE")
      attr_accessor shared_audience_metrics: ::Array[("ALL" | "NONE")]
      attr_accessor min_matching_seed_size: ::Integer
      attr_accessor audience_size_config: Types::AudienceSizeConfig
      attr_accessor tags: ::Hash[::String, ::String]
      attr_accessor child_resource_tag_on_create_policy: ("FROM_PARENT_RESOURCE" | "NONE")
      SENSITIVE: []
    end

    class GetConfiguredModelAlgorithmAssociationRequest
      attr_accessor configured_model_algorithm_association_arn: ::String
      attr_accessor membership_identifier: ::String
      SENSITIVE: []
    end

    class GetConfiguredModelAlgorithmAssociationResponse
      attr_accessor create_time: ::Time
      attr_accessor update_time: ::Time
      attr_accessor configured_model_algorithm_association_arn: ::String
      attr_accessor membership_identifier: ::String
      attr_accessor collaboration_identifier: ::String
      attr_accessor configured_model_algorithm_arn: ::String
      attr_accessor name: ::String
      attr_accessor privacy_configuration: Types::PrivacyConfiguration
      attr_accessor description: ::String
      attr_accessor tags: ::Hash[::String, ::String]
      SENSITIVE: []
    end

    class GetConfiguredModelAlgorithmRequest
      attr_accessor configured_model_algorithm_arn: ::String
      SENSITIVE: []
    end

    class GetConfiguredModelAlgorithmResponse
      attr_accessor create_time: ::Time
      attr_accessor update_time: ::Time
      attr_accessor configured_model_algorithm_arn: ::String
      attr_accessor name: ::String
      attr_accessor training_container_config: Types::ContainerConfig
      attr_accessor inference_container_config: Types::InferenceContainerConfig
      attr_accessor role_arn: ::String
      attr_accessor description: ::String
      attr_accessor tags: ::Hash[::String, ::String]
      attr_accessor kms_key_arn: ::String
      SENSITIVE: []
    end

    class GetMLConfigurationRequest
      attr_accessor membership_identifier: ::String
      SENSITIVE: []
    end

    class GetMLConfigurationResponse
      attr_accessor membership_identifier: ::String
      attr_accessor default_output_location: Types::MLOutputConfiguration
      attr_accessor create_time: ::Time
      attr_accessor update_time: ::Time
      SENSITIVE: []
    end

    class GetMLInputChannelRequest
      attr_accessor ml_input_channel_arn: ::String
      attr_accessor membership_identifier: ::String
      SENSITIVE: []
    end

    class GetMLInputChannelResponse
      attr_accessor create_time: ::Time
      attr_accessor update_time: ::Time
      attr_accessor membership_identifier: ::String
      attr_accessor collaboration_identifier: ::String
      attr_accessor input_channel: Types::InputChannel
      attr_accessor protected_query_identifier: ::String
      attr_accessor ml_input_channel_arn: ::String
      attr_accessor name: ::String
      attr_accessor configured_model_algorithm_associations: ::Array[::String]
      attr_accessor status: ("CREATE_PENDING" | "CREATE_IN_PROGRESS" | "CREATE_FAILED" | "ACTIVE" | "DELETE_PENDING" | "DELETE_IN_PROGRESS" | "DELETE_FAILED" | "INACTIVE")
      attr_accessor status_details: Types::StatusDetails
      attr_accessor retention_in_days: ::Integer
      attr_accessor number_of_records: ::Integer
      attr_accessor number_of_files: ::Float
      attr_accessor size_in_gb: ::Float
      attr_accessor description: ::String
      attr_accessor kms_key_arn: ::String
      attr_accessor tags: ::Hash[::String, ::String]
      SENSITIVE: []
    end

    class GetTrainedModelInferenceJobRequest
      attr_accessor membership_identifier: ::String
      attr_accessor trained_model_inference_job_arn: ::String
      SENSITIVE: []
    end

    class GetTrainedModelInferenceJobResponse
      attr_accessor create_time: ::Time
      attr_accessor update_time: ::Time
      attr_accessor trained_model_inference_job_arn: ::String
      attr_accessor configured_model_algorithm_association_arn: ::String
      attr_accessor name: ::String
      attr_accessor status: ("CREATE_PENDING" | "CREATE_IN_PROGRESS" | "CREATE_FAILED" | "ACTIVE" | "CANCEL_PENDING" | "CANCEL_IN_PROGRESS" | "CANCEL_FAILED" | "INACTIVE")
      attr_accessor trained_model_arn: ::String
      attr_accessor resource_config: Types::InferenceResourceConfig
      attr_accessor output_configuration: Types::InferenceOutputConfiguration
      attr_accessor membership_identifier: ::String
      attr_accessor data_source: Types::ModelInferenceDataSource
      attr_accessor container_execution_parameters: Types::InferenceContainerExecutionParameters
      attr_accessor status_details: Types::StatusDetails
      attr_accessor description: ::String
      attr_accessor inference_container_image_digest: ::String
      attr_accessor environment: ::Hash[::String, ::String]
      attr_accessor kms_key_arn: ::String
      attr_accessor metrics_status: ("PUBLISH_SUCCEEDED" | "PUBLISH_FAILED")
      attr_accessor metrics_status_details: ::String
      attr_accessor logs_status: ("PUBLISH_SUCCEEDED" | "PUBLISH_FAILED")
      attr_accessor logs_status_details: ::String
      attr_accessor tags: ::Hash[::String, ::String]
      SENSITIVE: []
    end

    class GetTrainedModelRequest
      attr_accessor trained_model_arn: ::String
      attr_accessor membership_identifier: ::String
      SENSITIVE: []
    end

    class GetTrainedModelResponse
      attr_accessor membership_identifier: ::String
      attr_accessor collaboration_identifier: ::String
      attr_accessor trained_model_arn: ::String
      attr_accessor name: ::String
      attr_accessor description: ::String
      attr_accessor status: ("CREATE_PENDING" | "CREATE_IN_PROGRESS" | "CREATE_FAILED" | "ACTIVE" | "DELETE_PENDING" | "DELETE_IN_PROGRESS" | "DELETE_FAILED" | "INACTIVE" | "CANCEL_PENDING" | "CANCEL_IN_PROGRESS" | "CANCEL_FAILED")
      attr_accessor status_details: Types::StatusDetails
      attr_accessor configured_model_algorithm_association_arn: ::String
      attr_accessor resource_config: Types::ResourceConfig
      attr_accessor stopping_condition: Types::StoppingCondition
      attr_accessor metrics_status: ("PUBLISH_SUCCEEDED" | "PUBLISH_FAILED")
      attr_accessor metrics_status_details: ::String
      attr_accessor logs_status: ("PUBLISH_SUCCEEDED" | "PUBLISH_FAILED")
      attr_accessor logs_status_details: ::String
      attr_accessor training_container_image_digest: ::String
      attr_accessor create_time: ::Time
      attr_accessor update_time: ::Time
      attr_accessor hyperparameters: ::Hash[::String, ::String]
      attr_accessor environment: ::Hash[::String, ::String]
      attr_accessor kms_key_arn: ::String
      attr_accessor tags: ::Hash[::String, ::String]
      attr_accessor data_channels: ::Array[Types::ModelTrainingDataChannel]
      SENSITIVE: []
    end

    class GetTrainingDatasetRequest
      attr_accessor training_dataset_arn: ::String
      SENSITIVE: []
    end

    class GetTrainingDatasetResponse
      attr_accessor create_time: ::Time
      attr_accessor update_time: ::Time
      attr_accessor training_dataset_arn: ::String
      attr_accessor name: ::String
      attr_accessor training_data: ::Array[Types::Dataset]
      attr_accessor status: ("ACTIVE")
      attr_accessor role_arn: ::String
      attr_accessor tags: ::Hash[::String, ::String]
      attr_accessor description: ::String
      SENSITIVE: []
    end

    class GlueDataSource
      attr_accessor table_name: ::String
      attr_accessor database_name: ::String
      attr_accessor catalog_id: ::String
      SENSITIVE: []
    end

    class InferenceContainerConfig
      attr_accessor image_uri: ::String
      SENSITIVE: []
    end

    class InferenceContainerExecutionParameters
      attr_accessor max_payload_in_mb: ::Integer
      SENSITIVE: []
    end

    class InferenceOutputConfiguration
      attr_accessor accept: ::String
      attr_accessor members: ::Array[Types::InferenceReceiverMember]
      SENSITIVE: []
    end

    class InferenceReceiverMember
      attr_accessor account_id: ::String
      SENSITIVE: []
    end

    class InferenceResourceConfig
      attr_accessor instance_type: ("ml.r7i.48xlarge" | "ml.r6i.16xlarge" | "ml.m6i.xlarge" | "ml.m5.4xlarge" | "ml.p2.xlarge" | "ml.m4.16xlarge" | "ml.r7i.16xlarge" | "ml.m7i.xlarge" | "ml.m6i.12xlarge" | "ml.r7i.8xlarge" | "ml.r7i.large" | "ml.m7i.12xlarge" | "ml.m6i.24xlarge" | "ml.m7i.24xlarge" | "ml.r6i.8xlarge" | "ml.r6i.large" | "ml.g5.2xlarge" | "ml.m5.large" | "ml.p3.16xlarge" | "ml.m7i.48xlarge" | "ml.m6i.16xlarge" | "ml.p2.16xlarge" | "ml.g5.4xlarge" | "ml.m7i.16xlarge" | "ml.c4.2xlarge" | "ml.c5.2xlarge" | "ml.c6i.32xlarge" | "ml.c4.4xlarge" | "ml.g5.8xlarge" | "ml.c6i.xlarge" | "ml.c5.4xlarge" | "ml.g4dn.xlarge" | "ml.c7i.xlarge" | "ml.c6i.12xlarge" | "ml.g4dn.12xlarge" | "ml.c7i.12xlarge" | "ml.c6i.24xlarge" | "ml.g4dn.2xlarge" | "ml.c7i.24xlarge" | "ml.c7i.2xlarge" | "ml.c4.8xlarge" | "ml.c6i.2xlarge" | "ml.g4dn.4xlarge" | "ml.c7i.48xlarge" | "ml.c7i.4xlarge" | "ml.c6i.16xlarge" | "ml.c5.9xlarge" | "ml.g4dn.16xlarge" | "ml.c7i.16xlarge" | "ml.c6i.4xlarge" | "ml.c5.xlarge" | "ml.c4.xlarge" | "ml.g4dn.8xlarge" | "ml.c7i.8xlarge" | "ml.c7i.large" | "ml.g5.xlarge" | "ml.c6i.8xlarge" | "ml.c6i.large" | "ml.g5.12xlarge" | "ml.g5.24xlarge" | "ml.m7i.2xlarge" | "ml.c5.18xlarge" | "ml.g5.48xlarge" | "ml.m6i.2xlarge" | "ml.g5.16xlarge" | "ml.m7i.4xlarge" | "ml.p3.2xlarge" | "ml.r6i.32xlarge" | "ml.m6i.4xlarge" | "ml.m5.xlarge" | "ml.m4.10xlarge" | "ml.r6i.xlarge" | "ml.m5.12xlarge" | "ml.m4.xlarge" | "ml.r7i.2xlarge" | "ml.r7i.xlarge" | "ml.r6i.12xlarge" | "ml.m5.24xlarge" | "ml.r7i.12xlarge" | "ml.m7i.8xlarge" | "ml.m7i.large" | "ml.r6i.24xlarge" | "ml.r6i.2xlarge" | "ml.m4.2xlarge" | "ml.r7i.24xlarge" | "ml.r7i.4xlarge" | "ml.m6i.8xlarge" | "ml.m6i.large" | "ml.m5.2xlarge" | "ml.p2.8xlarge" | "ml.r6i.4xlarge" | "ml.m6i.32xlarge" | "ml.p3.8xlarge" | "ml.m4.4xlarge")
      attr_accessor instance_count: ::Integer
      SENSITIVE: []
    end

    class InputChannel
      attr_accessor data_source: Types::InputChannelDataSource
      attr_accessor role_arn: ::String
      SENSITIVE: []
    end

    class InputChannelDataSource
      attr_accessor protected_query_input_parameters: Types::ProtectedQueryInputParameters
      attr_accessor unknown: untyped
      SENSITIVE: []

      class ProtectedQueryInputParameters < InputChannelDataSource
      end
      class Unknown < InputChannelDataSource
      end
    end

    class ListAudienceExportJobsRequest
      attr_accessor next_token: ::String
      attr_accessor max_results: ::Integer
      attr_accessor audience_generation_job_arn: ::String
      SENSITIVE: []
    end

    class ListAudienceExportJobsResponse
      attr_accessor next_token: ::String
      attr_accessor audience_export_jobs: ::Array[Types::AudienceExportJobSummary]
      SENSITIVE: []
    end

    class ListAudienceGenerationJobsRequest
      attr_accessor next_token: ::String
      attr_accessor max_results: ::Integer
      attr_accessor configured_audience_model_arn: ::String
      attr_accessor collaboration_id: ::String
      SENSITIVE: []
    end

    class ListAudienceGenerationJobsResponse
      attr_accessor next_token: ::String
      attr_accessor audience_generation_jobs: ::Array[Types::AudienceGenerationJobSummary]
      SENSITIVE: []
    end

    class ListAudienceModelsRequest
      attr_accessor next_token: ::String
      attr_accessor max_results: ::Integer
      SENSITIVE: []
    end

    class ListAudienceModelsResponse
      attr_accessor next_token: ::String
      attr_accessor audience_models: ::Array[Types::AudienceModelSummary]
      SENSITIVE: []
    end

    class ListCollaborationConfiguredModelAlgorithmAssociationsRequest
      attr_accessor next_token: ::String
      attr_accessor max_results: ::Integer
      attr_accessor collaboration_identifier: ::String
      SENSITIVE: []
    end

    class ListCollaborationConfiguredModelAlgorithmAssociationsResponse
      attr_accessor next_token: ::String
      attr_accessor collaboration_configured_model_algorithm_associations: ::Array[Types::CollaborationConfiguredModelAlgorithmAssociationSummary]
      SENSITIVE: []
    end

    class ListCollaborationMLInputChannelsRequest
      attr_accessor next_token: ::String
      attr_accessor max_results: ::Integer
      attr_accessor collaboration_identifier: ::String
      SENSITIVE: []
    end

    class ListCollaborationMLInputChannelsResponse
      attr_accessor next_token: ::String
      attr_accessor collaboration_ml_input_channels_list: ::Array[Types::CollaborationMLInputChannelSummary]
      SENSITIVE: []
    end

    class ListCollaborationTrainedModelExportJobsRequest
      attr_accessor next_token: ::String
      attr_accessor max_results: ::Integer
      attr_accessor collaboration_identifier: ::String
      attr_accessor trained_model_arn: ::String
      SENSITIVE: []
    end

    class ListCollaborationTrainedModelExportJobsResponse
      attr_accessor next_token: ::String
      attr_accessor collaboration_trained_model_export_jobs: ::Array[Types::CollaborationTrainedModelExportJobSummary]
      SENSITIVE: []
    end

    class ListCollaborationTrainedModelInferenceJobsRequest
      attr_accessor next_token: ::String
      attr_accessor max_results: ::Integer
      attr_accessor collaboration_identifier: ::String
      attr_accessor trained_model_arn: ::String
      SENSITIVE: []
    end

    class ListCollaborationTrainedModelInferenceJobsResponse
      attr_accessor next_token: ::String
      attr_accessor collaboration_trained_model_inference_jobs: ::Array[Types::CollaborationTrainedModelInferenceJobSummary]
      SENSITIVE: []
    end

    class ListCollaborationTrainedModelsRequest
      attr_accessor next_token: ::String
      attr_accessor max_results: ::Integer
      attr_accessor collaboration_identifier: ::String
      SENSITIVE: []
    end

    class ListCollaborationTrainedModelsResponse
      attr_accessor next_token: ::String
      attr_accessor collaboration_trained_models: ::Array[Types::CollaborationTrainedModelSummary]
      SENSITIVE: []
    end

    class ListConfiguredAudienceModelsRequest
      attr_accessor next_token: ::String
      attr_accessor max_results: ::Integer
      SENSITIVE: []
    end

    class ListConfiguredAudienceModelsResponse
      attr_accessor next_token: ::String
      attr_accessor configured_audience_models: ::Array[Types::ConfiguredAudienceModelSummary]
      SENSITIVE: []
    end

    class ListConfiguredModelAlgorithmAssociationsRequest
      attr_accessor next_token: ::String
      attr_accessor max_results: ::Integer
      attr_accessor membership_identifier: ::String
      SENSITIVE: []
    end

    class ListConfiguredModelAlgorithmAssociationsResponse
      attr_accessor next_token: ::String
      attr_accessor configured_model_algorithm_associations: ::Array[Types::ConfiguredModelAlgorithmAssociationSummary]
      SENSITIVE: []
    end

    class ListConfiguredModelAlgorithmsRequest
      attr_accessor next_token: ::String
      attr_accessor max_results: ::Integer
      SENSITIVE: []
    end

    class ListConfiguredModelAlgorithmsResponse
      attr_accessor next_token: ::String
      attr_accessor configured_model_algorithms: ::Array[Types::ConfiguredModelAlgorithmSummary]
      SENSITIVE: []
    end

    class ListMLInputChannelsRequest
      attr_accessor next_token: ::String
      attr_accessor max_results: ::Integer
      attr_accessor membership_identifier: ::String
      SENSITIVE: []
    end

    class ListMLInputChannelsResponse
      attr_accessor next_token: ::String
      attr_accessor ml_input_channels_list: ::Array[Types::MLInputChannelSummary]
      SENSITIVE: []
    end

    class ListTagsForResourceRequest
      attr_accessor resource_arn: ::String
      SENSITIVE: []
    end

    class ListTagsForResourceResponse
      attr_accessor tags: ::Hash[::String, ::String]
      SENSITIVE: []
    end

    class ListTrainedModelInferenceJobsRequest
      attr_accessor next_token: ::String
      attr_accessor max_results: ::Integer
      attr_accessor membership_identifier: ::String
      attr_accessor trained_model_arn: ::String
      SENSITIVE: []
    end

    class ListTrainedModelInferenceJobsResponse
      attr_accessor next_token: ::String
      attr_accessor trained_model_inference_jobs: ::Array[Types::TrainedModelInferenceJobSummary]
      SENSITIVE: []
    end

    class ListTrainedModelsRequest
      attr_accessor next_token: ::String
      attr_accessor max_results: ::Integer
      attr_accessor membership_identifier: ::String
      SENSITIVE: []
    end

    class ListTrainedModelsResponse
      attr_accessor next_token: ::String
      attr_accessor trained_models: ::Array[Types::TrainedModelSummary]
      SENSITIVE: []
    end

    class ListTrainingDatasetsRequest
      attr_accessor next_token: ::String
      attr_accessor max_results: ::Integer
      SENSITIVE: []
    end

    class ListTrainingDatasetsResponse
      attr_accessor next_token: ::String
      attr_accessor training_datasets: ::Array[Types::TrainingDatasetSummary]
      SENSITIVE: []
    end

    class LogsConfigurationPolicy
      attr_accessor allowed_account_ids: ::Array[::String]
      attr_accessor filter_pattern: ::String
      SENSITIVE: []
    end

    class MLInputChannelSummary
      attr_accessor create_time: ::Time
      attr_accessor update_time: ::Time
      attr_accessor membership_identifier: ::String
      attr_accessor collaboration_identifier: ::String
      attr_accessor name: ::String
      attr_accessor configured_model_algorithm_associations: ::Array[::String]
      attr_accessor protected_query_identifier: ::String
      attr_accessor ml_input_channel_arn: ::String
      attr_accessor status: ("CREATE_PENDING" | "CREATE_IN_PROGRESS" | "CREATE_FAILED" | "ACTIVE" | "DELETE_PENDING" | "DELETE_IN_PROGRESS" | "DELETE_FAILED" | "INACTIVE")
      attr_accessor description: ::String
      SENSITIVE: []
    end

    class MLOutputConfiguration
      attr_accessor destination: Types::Destination
      attr_accessor role_arn: ::String
      SENSITIVE: []
    end

    class MetricDefinition
      attr_accessor name: ::String
      attr_accessor regex: ::String
      SENSITIVE: []
    end

    class MetricsConfigurationPolicy
      attr_accessor noise_level: ("HIGH" | "MEDIUM" | "LOW" | "NONE")
      SENSITIVE: []
    end

    class ModelInferenceDataSource
      attr_accessor ml_input_channel_arn: ::String
      SENSITIVE: []
    end

    class ModelTrainingDataChannel
      attr_accessor ml_input_channel_arn: ::String
      attr_accessor channel_name: ::String
      SENSITIVE: []
    end

    class PrivacyConfiguration
      attr_accessor policies: Types::PrivacyConfigurationPolicies
      SENSITIVE: []
    end

    class PrivacyConfigurationPolicies
      attr_accessor trained_models: Types::TrainedModelsConfigurationPolicy
      attr_accessor trained_model_exports: Types::TrainedModelExportsConfigurationPolicy
      attr_accessor trained_model_inference_jobs: Types::TrainedModelInferenceJobsConfigurationPolicy
      SENSITIVE: []
    end

    class ProtectedQueryInputParameters
      attr_accessor sql_parameters: Types::ProtectedQuerySQLParameters
      attr_accessor compute_configuration: Types::ComputeConfiguration
      SENSITIVE: [:sql_parameters]
    end

    class ProtectedQuerySQLParameters
      attr_accessor query_string: ::String
      attr_accessor analysis_template_arn: ::String
      attr_accessor parameters: ::Hash[::String, ::String]
      SENSITIVE: []
    end

    class PutConfiguredAudienceModelPolicyRequest
      attr_accessor configured_audience_model_arn: ::String
      attr_accessor configured_audience_model_policy: ::String
      attr_accessor previous_policy_hash: ::String
      attr_accessor policy_existence_condition: ("POLICY_MUST_EXIST" | "POLICY_MUST_NOT_EXIST")
      SENSITIVE: []
    end

    class PutConfiguredAudienceModelPolicyResponse
      attr_accessor configured_audience_model_policy: ::String
      attr_accessor policy_hash: ::String
      SENSITIVE: []
    end

    class PutMLConfigurationRequest
      attr_accessor membership_identifier: ::String
      attr_accessor default_output_location: Types::MLOutputConfiguration
      SENSITIVE: []
    end

    class RelevanceMetric
      attr_accessor audience_size: Types::AudienceSize
      attr_accessor score: ::Float
      SENSITIVE: []
    end

    class ResourceConfig
      attr_accessor instance_count: ::Integer
      attr_accessor instance_type: ("ml.m4.xlarge" | "ml.m4.2xlarge" | "ml.m4.4xlarge" | "ml.m4.10xlarge" | "ml.m4.16xlarge" | "ml.g4dn.xlarge" | "ml.g4dn.2xlarge" | "ml.g4dn.4xlarge" | "ml.g4dn.8xlarge" | "ml.g4dn.12xlarge" | "ml.g4dn.16xlarge" | "ml.m5.large" | "ml.m5.xlarge" | "ml.m5.2xlarge" | "ml.m5.4xlarge" | "ml.m5.12xlarge" | "ml.m5.24xlarge" | "ml.c4.xlarge" | "ml.c4.2xlarge" | "ml.c4.4xlarge" | "ml.c4.8xlarge" | "ml.p2.xlarge" | "ml.p2.8xlarge" | "ml.p2.16xlarge" | "ml.p3.2xlarge" | "ml.p3.8xlarge" | "ml.p3.16xlarge" | "ml.p3dn.24xlarge" | "ml.p4d.24xlarge" | "ml.p4de.24xlarge" | "ml.p5.48xlarge" | "ml.c5.xlarge" | "ml.c5.2xlarge" | "ml.c5.4xlarge" | "ml.c5.9xlarge" | "ml.c5.18xlarge" | "ml.c5n.xlarge" | "ml.c5n.2xlarge" | "ml.c5n.4xlarge" | "ml.c5n.9xlarge" | "ml.c5n.18xlarge" | "ml.g5.xlarge" | "ml.g5.2xlarge" | "ml.g5.4xlarge" | "ml.g5.8xlarge" | "ml.g5.16xlarge" | "ml.g5.12xlarge" | "ml.g5.24xlarge" | "ml.g5.48xlarge" | "ml.trn1.2xlarge" | "ml.trn1.32xlarge" | "ml.trn1n.32xlarge" | "ml.m6i.large" | "ml.m6i.xlarge" | "ml.m6i.2xlarge" | "ml.m6i.4xlarge" | "ml.m6i.8xlarge" | "ml.m6i.12xlarge" | "ml.m6i.16xlarge" | "ml.m6i.24xlarge" | "ml.m6i.32xlarge" | "ml.c6i.xlarge" | "ml.c6i.2xlarge" | "ml.c6i.8xlarge" | "ml.c6i.4xlarge" | "ml.c6i.12xlarge" | "ml.c6i.16xlarge" | "ml.c6i.24xlarge" | "ml.c6i.32xlarge" | "ml.r5d.large" | "ml.r5d.xlarge" | "ml.r5d.2xlarge" | "ml.r5d.4xlarge" | "ml.r5d.8xlarge" | "ml.r5d.12xlarge" | "ml.r5d.16xlarge" | "ml.r5d.24xlarge" | "ml.t3.medium" | "ml.t3.large" | "ml.t3.xlarge" | "ml.t3.2xlarge" | "ml.r5.large" | "ml.r5.xlarge" | "ml.r5.2xlarge" | "ml.r5.4xlarge" | "ml.r5.8xlarge" | "ml.r5.12xlarge" | "ml.r5.16xlarge" | "ml.r5.24xlarge")
      attr_accessor volume_size_in_gb: ::Integer
      SENSITIVE: []
    end

    class ResourceNotFoundException
      attr_accessor message: ::String
      SENSITIVE: []
    end

    class S3ConfigMap
      attr_accessor s3_uri: ::String
      SENSITIVE: []
    end

    class ServiceQuotaExceededException
      attr_accessor message: ::String
      SENSITIVE: []
    end

    class StartAudienceExportJobRequest
      attr_accessor name: ::String
      attr_accessor audience_generation_job_arn: ::String
      attr_accessor audience_size: Types::AudienceSize
      attr_accessor description: ::String
      SENSITIVE: []
    end

    class StartAudienceGenerationJobRequest
      attr_accessor name: ::String
      attr_accessor configured_audience_model_arn: ::String
      attr_accessor seed_audience: Types::AudienceGenerationJobDataSource
      attr_accessor include_seed_in_output: bool
      attr_accessor collaboration_id: ::String
      attr_accessor description: ::String
      attr_accessor tags: ::Hash[::String, ::String]
      SENSITIVE: []
    end

    class StartAudienceGenerationJobResponse
      attr_accessor audience_generation_job_arn: ::String
      SENSITIVE: []
    end

    class StartTrainedModelExportJobRequest
      attr_accessor name: ::String
      attr_accessor trained_model_arn: ::String
      attr_accessor membership_identifier: ::String
      attr_accessor output_configuration: Types::TrainedModelExportOutputConfiguration
      attr_accessor description: ::String
      SENSITIVE: []
    end

    class StartTrainedModelInferenceJobRequest
      attr_accessor membership_identifier: ::String
      attr_accessor name: ::String
      attr_accessor trained_model_arn: ::String
      attr_accessor configured_model_algorithm_association_arn: ::String
      attr_accessor resource_config: Types::InferenceResourceConfig
      attr_accessor output_configuration: Types::InferenceOutputConfiguration
      attr_accessor data_source: Types::ModelInferenceDataSource
      attr_accessor description: ::String
      attr_accessor container_execution_parameters: Types::InferenceContainerExecutionParameters
      attr_accessor environment: ::Hash[::String, ::String]
      attr_accessor kms_key_arn: ::String
      attr_accessor tags: ::Hash[::String, ::String]
      SENSITIVE: []
    end

    class StartTrainedModelInferenceJobResponse
      attr_accessor trained_model_inference_job_arn: ::String
      SENSITIVE: []
    end

    class StatusDetails
      attr_accessor status_code: ::String
      attr_accessor message: ::String
      SENSITIVE: []
    end

    class StoppingCondition
      attr_accessor max_runtime_in_seconds: ::Integer
      SENSITIVE: []
    end

    class TagResourceRequest
      attr_accessor resource_arn: ::String
      attr_accessor tags: ::Hash[::String, ::String]
      SENSITIVE: []
    end

    class TagResourceResponse < Aws::EmptyStructure
    end

    class TrainedModelExportOutputConfiguration
      attr_accessor members: ::Array[Types::TrainedModelExportReceiverMember]
      SENSITIVE: []
    end

    class TrainedModelExportReceiverMember
      attr_accessor account_id: ::String
      SENSITIVE: []
    end

    class TrainedModelExportsConfigurationPolicy
      attr_accessor max_size: Types::TrainedModelExportsMaxSize
      attr_accessor files_to_export: ::Array[("MODEL" | "OUTPUT")]
      SENSITIVE: []
    end

    class TrainedModelExportsMaxSize
      attr_accessor unit: ("GB")
      attr_accessor value: ::Float
      SENSITIVE: []
    end

    class TrainedModelInferenceJobSummary
      attr_accessor trained_model_inference_job_arn: ::String
      attr_accessor configured_model_algorithm_association_arn: ::String
      attr_accessor membership_identifier: ::String
      attr_accessor trained_model_arn: ::String
      attr_accessor collaboration_identifier: ::String
      attr_accessor status: ("CREATE_PENDING" | "CREATE_IN_PROGRESS" | "CREATE_FAILED" | "ACTIVE" | "CANCEL_PENDING" | "CANCEL_IN_PROGRESS" | "CANCEL_FAILED" | "INACTIVE")
      attr_accessor output_configuration: Types::InferenceOutputConfiguration
      attr_accessor name: ::String
      attr_accessor description: ::String
      attr_accessor metrics_status: ("PUBLISH_SUCCEEDED" | "PUBLISH_FAILED")
      attr_accessor metrics_status_details: ::String
      attr_accessor logs_status: ("PUBLISH_SUCCEEDED" | "PUBLISH_FAILED")
      attr_accessor logs_status_details: ::String
      attr_accessor create_time: ::Time
      attr_accessor update_time: ::Time
      SENSITIVE: []
    end

    class TrainedModelInferenceJobsConfigurationPolicy
      attr_accessor container_logs: ::Array[Types::LogsConfigurationPolicy]
      attr_accessor max_output_size: Types::TrainedModelInferenceMaxOutputSize
      SENSITIVE: []
    end

    class TrainedModelInferenceMaxOutputSize
      attr_accessor unit: ("GB")
      attr_accessor value: ::Float
      SENSITIVE: []
    end

    class TrainedModelSummary
      attr_accessor create_time: ::Time
      attr_accessor update_time: ::Time
      attr_accessor trained_model_arn: ::String
      attr_accessor name: ::String
      attr_accessor description: ::String
      attr_accessor membership_identifier: ::String
      attr_accessor collaboration_identifier: ::String
      attr_accessor status: ("CREATE_PENDING" | "CREATE_IN_PROGRESS" | "CREATE_FAILED" | "ACTIVE" | "DELETE_PENDING" | "DELETE_IN_PROGRESS" | "DELETE_FAILED" | "INACTIVE" | "CANCEL_PENDING" | "CANCEL_IN_PROGRESS" | "CANCEL_FAILED")
      attr_accessor configured_model_algorithm_association_arn: ::String
      SENSITIVE: []
    end

    class TrainedModelsConfigurationPolicy
      attr_accessor container_logs: ::Array[Types::LogsConfigurationPolicy]
      attr_accessor container_metrics: Types::MetricsConfigurationPolicy
      SENSITIVE: []
    end

    class TrainingDatasetSummary
      attr_accessor create_time: ::Time
      attr_accessor update_time: ::Time
      attr_accessor training_dataset_arn: ::String
      attr_accessor name: ::String
      attr_accessor status: ("ACTIVE")
      attr_accessor description: ::String
      SENSITIVE: []
    end

    class UntagResourceRequest
      attr_accessor resource_arn: ::String
      attr_accessor tag_keys: ::Array[::String]
      SENSITIVE: []
    end

    class UntagResourceResponse < Aws::EmptyStructure
    end

    class UpdateConfiguredAudienceModelRequest
      attr_accessor configured_audience_model_arn: ::String
      attr_accessor output_config: Types::ConfiguredAudienceModelOutputConfig
      attr_accessor audience_model_arn: ::String
      attr_accessor shared_audience_metrics: ::Array[("ALL" | "NONE")]
      attr_accessor min_matching_seed_size: ::Integer
      attr_accessor audience_size_config: Types::AudienceSizeConfig
      attr_accessor description: ::String
      SENSITIVE: []
    end

    class UpdateConfiguredAudienceModelResponse
      attr_accessor configured_audience_model_arn: ::String
      SENSITIVE: []
    end

    class ValidationException
      attr_accessor message: ::String
      SENSITIVE: []
    end

    class WorkerComputeConfiguration
      attr_accessor type: ("CR.1X" | "CR.4X")
      attr_accessor number: ::Integer
      SENSITIVE: []
    end
  end
end