# 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::LookoutMetrics
  module Types

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

    class Action
      attr_accessor sns_configuration: Types::SNSConfiguration
      attr_accessor lambda_configuration: Types::LambdaConfiguration
      SENSITIVE: []
    end

    class ActivateAnomalyDetectorRequest
      attr_accessor anomaly_detector_arn: ::String
      SENSITIVE: []
    end

    class ActivateAnomalyDetectorResponse < Aws::EmptyStructure
    end

    class Alert
      attr_accessor action: Types::Action
      attr_accessor alert_description: ::String
      attr_accessor alert_arn: ::String
      attr_accessor anomaly_detector_arn: ::String
      attr_accessor alert_name: ::String
      attr_accessor alert_sensitivity_threshold: ::Integer
      attr_accessor alert_type: ("SNS" | "LAMBDA")
      attr_accessor alert_status: ("ACTIVE" | "INACTIVE")
      attr_accessor last_modification_time: ::Time
      attr_accessor creation_time: ::Time
      attr_accessor alert_filters: Types::AlertFilters
      SENSITIVE: []
    end

    class AlertFilters
      attr_accessor metric_list: ::Array[::String]
      attr_accessor dimension_filter_list: ::Array[Types::DimensionFilter]
      SENSITIVE: []
    end

    class AlertSummary
      attr_accessor alert_arn: ::String
      attr_accessor anomaly_detector_arn: ::String
      attr_accessor alert_name: ::String
      attr_accessor alert_sensitivity_threshold: ::Integer
      attr_accessor alert_type: ("SNS" | "LAMBDA")
      attr_accessor alert_status: ("ACTIVE" | "INACTIVE")
      attr_accessor last_modification_time: ::Time
      attr_accessor creation_time: ::Time
      attr_accessor tags: ::Hash[::String, ::String]
      SENSITIVE: []
    end

    class AnomalyDetectorConfig
      attr_accessor anomaly_detector_frequency: ("P1D" | "PT1H" | "PT10M" | "PT5M")
      SENSITIVE: []
    end

    class AnomalyDetectorConfigSummary
      attr_accessor anomaly_detector_frequency: ("P1D" | "PT1H" | "PT10M" | "PT5M")
      SENSITIVE: []
    end

    class AnomalyDetectorDataQualityMetric
      attr_accessor start_timestamp: ::Time
      attr_accessor metric_set_data_quality_metric_list: ::Array[Types::MetricSetDataQualityMetric]
      SENSITIVE: []
    end

    class AnomalyDetectorSummary
      attr_accessor anomaly_detector_arn: ::String
      attr_accessor anomaly_detector_name: ::String
      attr_accessor anomaly_detector_description: ::String
      attr_accessor creation_time: ::Time
      attr_accessor last_modification_time: ::Time
      attr_accessor status: ("ACTIVE" | "ACTIVATING" | "DELETING" | "FAILED" | "INACTIVE" | "LEARNING" | "BACK_TEST_ACTIVATING" | "BACK_TEST_ACTIVE" | "BACK_TEST_COMPLETE" | "DEACTIVATED" | "DEACTIVATING")
      attr_accessor tags: ::Hash[::String, ::String]
      SENSITIVE: []
    end

    class AnomalyGroup
      attr_accessor start_time: ::String
      attr_accessor end_time: ::String
      attr_accessor anomaly_group_id: ::String
      attr_accessor anomaly_group_score: ::Float
      attr_accessor primary_metric_name: ::String
      attr_accessor metric_level_impact_list: ::Array[Types::MetricLevelImpact]
      SENSITIVE: []
    end

    class AnomalyGroupStatistics
      attr_accessor evaluation_start_date: ::String
      attr_accessor total_count: ::Integer
      attr_accessor itemized_metric_stats_list: ::Array[Types::ItemizedMetricStats]
      SENSITIVE: []
    end

    class AnomalyGroupSummary
      attr_accessor start_time: ::String
      attr_accessor end_time: ::String
      attr_accessor anomaly_group_id: ::String
      attr_accessor anomaly_group_score: ::Float
      attr_accessor primary_metric_name: ::String
      SENSITIVE: []
    end

    class AnomalyGroupTimeSeries
      attr_accessor anomaly_group_id: ::String
      attr_accessor time_series_id: ::String
      SENSITIVE: []
    end

    class AnomalyGroupTimeSeriesFeedback
      attr_accessor anomaly_group_id: ::String
      attr_accessor time_series_id: ::String
      attr_accessor is_anomaly: bool
      SENSITIVE: []
    end

    class AppFlowConfig
      attr_accessor role_arn: ::String
      attr_accessor flow_name: ::String
      SENSITIVE: []
    end

    class AthenaSourceConfig
      attr_accessor role_arn: ::String
      attr_accessor database_name: ::String
      attr_accessor data_catalog: ::String
      attr_accessor table_name: ::String
      attr_accessor work_group_name: ::String
      attr_accessor s3_results_path: ::String
      attr_accessor back_test_configuration: Types::BackTestConfiguration
      SENSITIVE: []
    end

    class AttributeValue
      attr_accessor s: ::String
      attr_accessor n: ::String
      attr_accessor b: ::String
      attr_accessor ss: ::Array[::String]
      attr_accessor ns: ::Array[::String]
      attr_accessor bs: ::Array[::String]
      SENSITIVE: []
    end

    class AutoDetectionMetricSource
      attr_accessor s3_source_config: Types::AutoDetectionS3SourceConfig
      SENSITIVE: []
    end

    class AutoDetectionS3SourceConfig
      attr_accessor templated_path_list: ::Array[::String]
      attr_accessor historical_data_path_list: ::Array[::String]
      SENSITIVE: []
    end

    class BackTestAnomalyDetectorRequest
      attr_accessor anomaly_detector_arn: ::String
      SENSITIVE: []
    end

    class BackTestAnomalyDetectorResponse < Aws::EmptyStructure
    end

    class BackTestConfiguration
      attr_accessor run_back_test_mode: bool
      SENSITIVE: []
    end

    class CloudWatchConfig
      attr_accessor role_arn: ::String
      attr_accessor back_test_configuration: Types::BackTestConfiguration
      SENSITIVE: []
    end

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

    class ContributionMatrix
      attr_accessor dimension_contribution_list: ::Array[Types::DimensionContribution]
      SENSITIVE: []
    end

    class CreateAlertRequest
      attr_accessor alert_name: ::String
      attr_accessor alert_sensitivity_threshold: ::Integer
      attr_accessor alert_description: ::String
      attr_accessor anomaly_detector_arn: ::String
      attr_accessor action: Types::Action
      attr_accessor tags: ::Hash[::String, ::String]
      attr_accessor alert_filters: Types::AlertFilters
      SENSITIVE: []
    end

    class CreateAlertResponse
      attr_accessor alert_arn: ::String
      SENSITIVE: []
    end

    class CreateAnomalyDetectorRequest
      attr_accessor anomaly_detector_name: ::String
      attr_accessor anomaly_detector_description: ::String
      attr_accessor anomaly_detector_config: Types::AnomalyDetectorConfig
      attr_accessor kms_key_arn: ::String
      attr_accessor tags: ::Hash[::String, ::String]
      SENSITIVE: []
    end

    class CreateAnomalyDetectorResponse
      attr_accessor anomaly_detector_arn: ::String
      SENSITIVE: []
    end

    class CreateMetricSetRequest
      attr_accessor anomaly_detector_arn: ::String
      attr_accessor metric_set_name: ::String
      attr_accessor metric_set_description: ::String
      attr_accessor metric_list: ::Array[Types::Metric]
      attr_accessor offset: ::Integer
      attr_accessor timestamp_column: Types::TimestampColumn
      attr_accessor dimension_list: ::Array[::String]
      attr_accessor metric_set_frequency: ("P1D" | "PT1H" | "PT10M" | "PT5M")
      attr_accessor metric_source: Types::MetricSource
      attr_accessor timezone: ::String
      attr_accessor tags: ::Hash[::String, ::String]
      attr_accessor dimension_filter_list: ::Array[Types::MetricSetDimensionFilter]
      SENSITIVE: []
    end

    class CreateMetricSetResponse
      attr_accessor metric_set_arn: ::String
      SENSITIVE: []
    end

    class CsvFormatDescriptor
      attr_accessor file_compression: ("NONE" | "GZIP")
      attr_accessor charset: ::String
      attr_accessor contains_header: bool
      attr_accessor delimiter: ::String
      attr_accessor header_list: ::Array[::String]
      attr_accessor quote_symbol: ::String
      SENSITIVE: []
    end

    class DataQualityMetric
      attr_accessor metric_type: ("COLUMN_COMPLETENESS" | "DIMENSION_UNIQUENESS" | "TIME_SERIES_COUNT" | "ROWS_PROCESSED" | "ROWS_PARTIAL_COMPLIANCE" | "INVALID_ROWS_COMPLIANCE" | "BACKTEST_TRAINING_DATA_START_TIME_STAMP" | "BACKTEST_TRAINING_DATA_END_TIME_STAMP" | "BACKTEST_INFERENCE_DATA_START_TIME_STAMP" | "BACKTEST_INFERENCE_DATA_END_TIME_STAMP")
      attr_accessor metric_description: ::String
      attr_accessor related_column_name: ::String
      attr_accessor metric_value: ::Float
      SENSITIVE: []
    end

    class DeactivateAnomalyDetectorRequest
      attr_accessor anomaly_detector_arn: ::String
      SENSITIVE: []
    end

    class DeactivateAnomalyDetectorResponse < Aws::EmptyStructure
    end

    class DeleteAlertRequest
      attr_accessor alert_arn: ::String
      SENSITIVE: []
    end

    class DeleteAlertResponse < Aws::EmptyStructure
    end

    class DeleteAnomalyDetectorRequest
      attr_accessor anomaly_detector_arn: ::String
      SENSITIVE: []
    end

    class DeleteAnomalyDetectorResponse < Aws::EmptyStructure
    end

    class DescribeAlertRequest
      attr_accessor alert_arn: ::String
      SENSITIVE: []
    end

    class DescribeAlertResponse
      attr_accessor alert: Types::Alert
      SENSITIVE: []
    end

    class DescribeAnomalyDetectionExecutionsRequest
      attr_accessor anomaly_detector_arn: ::String
      attr_accessor timestamp: ::String
      attr_accessor max_results: ::Integer
      attr_accessor next_token: ::String
      SENSITIVE: []
    end

    class DescribeAnomalyDetectionExecutionsResponse
      attr_accessor execution_list: ::Array[Types::ExecutionStatus]
      attr_accessor next_token: ::String
      SENSITIVE: []
    end

    class DescribeAnomalyDetectorRequest
      attr_accessor anomaly_detector_arn: ::String
      SENSITIVE: []
    end

    class DescribeAnomalyDetectorResponse
      attr_accessor anomaly_detector_arn: ::String
      attr_accessor anomaly_detector_name: ::String
      attr_accessor anomaly_detector_description: ::String
      attr_accessor anomaly_detector_config: Types::AnomalyDetectorConfigSummary
      attr_accessor creation_time: ::Time
      attr_accessor last_modification_time: ::Time
      attr_accessor status: ("ACTIVE" | "ACTIVATING" | "DELETING" | "FAILED" | "INACTIVE" | "LEARNING" | "BACK_TEST_ACTIVATING" | "BACK_TEST_ACTIVE" | "BACK_TEST_COMPLETE" | "DEACTIVATED" | "DEACTIVATING")
      attr_accessor failure_reason: ::String
      attr_accessor kms_key_arn: ::String
      attr_accessor failure_type: ("ACTIVATION_FAILURE" | "BACK_TEST_ACTIVATION_FAILURE" | "DELETION_FAILURE" | "DEACTIVATION_FAILURE")
      SENSITIVE: []
    end

    class DescribeMetricSetRequest
      attr_accessor metric_set_arn: ::String
      SENSITIVE: []
    end

    class DescribeMetricSetResponse
      attr_accessor metric_set_arn: ::String
      attr_accessor anomaly_detector_arn: ::String
      attr_accessor metric_set_name: ::String
      attr_accessor metric_set_description: ::String
      attr_accessor creation_time: ::Time
      attr_accessor last_modification_time: ::Time
      attr_accessor offset: ::Integer
      attr_accessor metric_list: ::Array[Types::Metric]
      attr_accessor timestamp_column: Types::TimestampColumn
      attr_accessor dimension_list: ::Array[::String]
      attr_accessor metric_set_frequency: ("P1D" | "PT1H" | "PT10M" | "PT5M")
      attr_accessor timezone: ::String
      attr_accessor metric_source: Types::MetricSource
      attr_accessor dimension_filter_list: ::Array[Types::MetricSetDimensionFilter]
      SENSITIVE: []
    end

    class DetectMetricSetConfigRequest
      attr_accessor anomaly_detector_arn: ::String
      attr_accessor auto_detection_metric_source: Types::AutoDetectionMetricSource
      SENSITIVE: []
    end

    class DetectMetricSetConfigResponse
      attr_accessor detected_metric_set_config: Types::DetectedMetricSetConfig
      SENSITIVE: []
    end

    class DetectedCsvFormatDescriptor
      attr_accessor file_compression: Types::DetectedField
      attr_accessor charset: Types::DetectedField
      attr_accessor contains_header: Types::DetectedField
      attr_accessor delimiter: Types::DetectedField
      attr_accessor header_list: Types::DetectedField
      attr_accessor quote_symbol: Types::DetectedField
      SENSITIVE: []
    end

    class DetectedField
      attr_accessor value: Types::AttributeValue
      attr_accessor confidence: ("HIGH" | "LOW" | "NONE")
      attr_accessor message: ::String
      SENSITIVE: []
    end

    class DetectedFileFormatDescriptor
      attr_accessor csv_format_descriptor: Types::DetectedCsvFormatDescriptor
      attr_accessor json_format_descriptor: Types::DetectedJsonFormatDescriptor
      SENSITIVE: []
    end

    class DetectedJsonFormatDescriptor
      attr_accessor file_compression: Types::DetectedField
      attr_accessor charset: Types::DetectedField
      SENSITIVE: []
    end

    class DetectedMetricSetConfig
      attr_accessor offset: Types::DetectedField
      attr_accessor metric_set_frequency: Types::DetectedField
      attr_accessor metric_source: Types::DetectedMetricSource
      SENSITIVE: []
    end

    class DetectedMetricSource
      attr_accessor s3_source_config: Types::DetectedS3SourceConfig
      SENSITIVE: []
    end

    class DetectedS3SourceConfig
      attr_accessor file_format_descriptor: Types::DetectedFileFormatDescriptor
      SENSITIVE: []
    end

    class DimensionContribution
      attr_accessor dimension_name: ::String
      attr_accessor dimension_value_contribution_list: ::Array[Types::DimensionValueContribution]
      SENSITIVE: []
    end

    class DimensionFilter
      attr_accessor dimension_name: ::String
      attr_accessor dimension_value_list: ::Array[::String]
      SENSITIVE: []
    end

    class DimensionNameValue
      attr_accessor dimension_name: ::String
      attr_accessor dimension_value: ::String
      SENSITIVE: []
    end

    class DimensionValueContribution
      attr_accessor dimension_value: ::String
      attr_accessor contribution_score: ::Float
      SENSITIVE: []
    end

    class ExecutionStatus
      attr_accessor timestamp: ::String
      attr_accessor status: ("PENDING" | "IN_PROGRESS" | "COMPLETED" | "FAILED" | "FAILED_TO_SCHEDULE")
      attr_accessor failure_reason: ::String
      SENSITIVE: []
    end

    class FileFormatDescriptor
      attr_accessor csv_format_descriptor: Types::CsvFormatDescriptor
      attr_accessor json_format_descriptor: Types::JsonFormatDescriptor
      SENSITIVE: []
    end

    class Filter
      attr_accessor dimension_value: ::String
      attr_accessor filter_operation: ("EQUALS")
      SENSITIVE: []
    end

    class GetAnomalyGroupRequest
      attr_accessor anomaly_group_id: ::String
      attr_accessor anomaly_detector_arn: ::String
      SENSITIVE: []
    end

    class GetAnomalyGroupResponse
      attr_accessor anomaly_group: Types::AnomalyGroup
      SENSITIVE: []
    end

    class GetDataQualityMetricsRequest
      attr_accessor anomaly_detector_arn: ::String
      attr_accessor metric_set_arn: ::String
      SENSITIVE: []
    end

    class GetDataQualityMetricsResponse
      attr_accessor anomaly_detector_data_quality_metric_list: ::Array[Types::AnomalyDetectorDataQualityMetric]
      SENSITIVE: []
    end

    class GetFeedbackRequest
      attr_accessor anomaly_detector_arn: ::String
      attr_accessor anomaly_group_time_series_feedback: Types::AnomalyGroupTimeSeries
      attr_accessor max_results: ::Integer
      attr_accessor next_token: ::String
      SENSITIVE: []
    end

    class GetFeedbackResponse
      attr_accessor anomaly_group_time_series_feedback: ::Array[Types::TimeSeriesFeedback]
      attr_accessor next_token: ::String
      SENSITIVE: []
    end

    class GetSampleDataRequest
      attr_accessor s3_source_config: Types::SampleDataS3SourceConfig
      SENSITIVE: []
    end

    class GetSampleDataResponse
      attr_accessor header_values: ::Array[::String]
      attr_accessor sample_rows: ::Array[::Array[::String]]
      SENSITIVE: []
    end

    class InterMetricImpactDetails
      attr_accessor metric_name: ::String
      attr_accessor anomaly_group_id: ::String
      attr_accessor relationship_type: ("CAUSE_OF_INPUT_ANOMALY_GROUP" | "EFFECT_OF_INPUT_ANOMALY_GROUP")
      attr_accessor contribution_percentage: ::Float
      SENSITIVE: []
    end

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

    class ItemizedMetricStats
      attr_accessor metric_name: ::String
      attr_accessor occurrence_count: ::Integer
      SENSITIVE: []
    end

    class JsonFormatDescriptor
      attr_accessor file_compression: ("NONE" | "GZIP")
      attr_accessor charset: ::String
      SENSITIVE: []
    end

    class LambdaConfiguration
      attr_accessor role_arn: ::String
      attr_accessor lambda_arn: ::String
      SENSITIVE: []
    end

    class ListAlertsRequest
      attr_accessor anomaly_detector_arn: ::String
      attr_accessor next_token: ::String
      attr_accessor max_results: ::Integer
      SENSITIVE: []
    end

    class ListAlertsResponse
      attr_accessor alert_summary_list: ::Array[Types::AlertSummary]
      attr_accessor next_token: ::String
      SENSITIVE: []
    end

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

    class ListAnomalyDetectorsResponse
      attr_accessor anomaly_detector_summary_list: ::Array[Types::AnomalyDetectorSummary]
      attr_accessor next_token: ::String
      SENSITIVE: []
    end

    class ListAnomalyGroupRelatedMetricsRequest
      attr_accessor anomaly_detector_arn: ::String
      attr_accessor anomaly_group_id: ::String
      attr_accessor relationship_type_filter: ("CAUSE_OF_INPUT_ANOMALY_GROUP" | "EFFECT_OF_INPUT_ANOMALY_GROUP")
      attr_accessor max_results: ::Integer
      attr_accessor next_token: ::String
      SENSITIVE: []
    end

    class ListAnomalyGroupRelatedMetricsResponse
      attr_accessor inter_metric_impact_list: ::Array[Types::InterMetricImpactDetails]
      attr_accessor next_token: ::String
      SENSITIVE: []
    end

    class ListAnomalyGroupSummariesRequest
      attr_accessor anomaly_detector_arn: ::String
      attr_accessor sensitivity_threshold: ::Integer
      attr_accessor max_results: ::Integer
      attr_accessor next_token: ::String
      SENSITIVE: []
    end

    class ListAnomalyGroupSummariesResponse
      attr_accessor anomaly_group_summary_list: ::Array[Types::AnomalyGroupSummary]
      attr_accessor anomaly_group_statistics: Types::AnomalyGroupStatistics
      attr_accessor next_token: ::String
      SENSITIVE: []
    end

    class ListAnomalyGroupTimeSeriesRequest
      attr_accessor anomaly_detector_arn: ::String
      attr_accessor anomaly_group_id: ::String
      attr_accessor metric_name: ::String
      attr_accessor max_results: ::Integer
      attr_accessor next_token: ::String
      SENSITIVE: []
    end

    class ListAnomalyGroupTimeSeriesResponse
      attr_accessor anomaly_group_id: ::String
      attr_accessor metric_name: ::String
      attr_accessor timestamp_list: ::Array[::String]
      attr_accessor next_token: ::String
      attr_accessor time_series_list: ::Array[Types::TimeSeries]
      SENSITIVE: []
    end

    class ListMetricSetsRequest
      attr_accessor anomaly_detector_arn: ::String
      attr_accessor max_results: ::Integer
      attr_accessor next_token: ::String
      SENSITIVE: []
    end

    class ListMetricSetsResponse
      attr_accessor metric_set_summary_list: ::Array[Types::MetricSetSummary]
      attr_accessor next_token: ::String
      SENSITIVE: []
    end

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

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

    class Metric
      attr_accessor metric_name: ::String
      attr_accessor aggregation_function: ("AVG" | "SUM")
      attr_accessor namespace: ::String
      SENSITIVE: []
    end

    class MetricLevelImpact
      attr_accessor metric_name: ::String
      attr_accessor num_time_series: ::Integer
      attr_accessor contribution_matrix: Types::ContributionMatrix
      SENSITIVE: []
    end

    class MetricSetDataQualityMetric
      attr_accessor metric_set_arn: ::String
      attr_accessor data_quality_metric_list: ::Array[Types::DataQualityMetric]
      SENSITIVE: []
    end

    class MetricSetDimensionFilter
      attr_accessor name: ::String
      attr_accessor filter_list: ::Array[Types::Filter]
      SENSITIVE: []
    end

    class MetricSetSummary
      attr_accessor metric_set_arn: ::String
      attr_accessor anomaly_detector_arn: ::String
      attr_accessor metric_set_description: ::String
      attr_accessor metric_set_name: ::String
      attr_accessor creation_time: ::Time
      attr_accessor last_modification_time: ::Time
      attr_accessor tags: ::Hash[::String, ::String]
      SENSITIVE: []
    end

    class MetricSource
      attr_accessor s3_source_config: Types::S3SourceConfig
      attr_accessor app_flow_config: Types::AppFlowConfig
      attr_accessor cloud_watch_config: Types::CloudWatchConfig
      attr_accessor rds_source_config: Types::RDSSourceConfig
      attr_accessor redshift_source_config: Types::RedshiftSourceConfig
      attr_accessor athena_source_config: Types::AthenaSourceConfig
      SENSITIVE: []
    end

    class PutFeedbackRequest
      attr_accessor anomaly_detector_arn: ::String
      attr_accessor anomaly_group_time_series_feedback: Types::AnomalyGroupTimeSeriesFeedback
      SENSITIVE: []
    end

    class PutFeedbackResponse < Aws::EmptyStructure
    end

    class RDSSourceConfig
      attr_accessor db_instance_identifier: ::String
      attr_accessor database_host: ::String
      attr_accessor database_port: ::Integer
      attr_accessor secret_manager_arn: ::String
      attr_accessor database_name: ::String
      attr_accessor table_name: ::String
      attr_accessor role_arn: ::String
      attr_accessor vpc_configuration: Types::VpcConfiguration
      SENSITIVE: []
    end

    class RedshiftSourceConfig
      attr_accessor cluster_identifier: ::String
      attr_accessor database_host: ::String
      attr_accessor database_port: ::Integer
      attr_accessor secret_manager_arn: ::String
      attr_accessor database_name: ::String
      attr_accessor table_name: ::String
      attr_accessor role_arn: ::String
      attr_accessor vpc_configuration: Types::VpcConfiguration
      SENSITIVE: []
    end

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

    class S3SourceConfig
      attr_accessor role_arn: ::String
      attr_accessor templated_path_list: ::Array[::String]
      attr_accessor historical_data_path_list: ::Array[::String]
      attr_accessor file_format_descriptor: Types::FileFormatDescriptor
      SENSITIVE: []
    end

    class SNSConfiguration
      attr_accessor role_arn: ::String
      attr_accessor sns_topic_arn: ::String
      attr_accessor sns_format: ("LONG_TEXT" | "SHORT_TEXT" | "JSON")
      SENSITIVE: []
    end

    class SampleDataS3SourceConfig
      attr_accessor role_arn: ::String
      attr_accessor templated_path_list: ::Array[::String]
      attr_accessor historical_data_path_list: ::Array[::String]
      attr_accessor file_format_descriptor: Types::FileFormatDescriptor
      SENSITIVE: []
    end

    class ServiceQuotaExceededException
      attr_accessor message: ::String
      attr_accessor resource_id: ::String
      attr_accessor resource_type: ::String
      attr_accessor quota_code: ::String
      attr_accessor service_code: ::String
      SENSITIVE: []
    end

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

    class TagResourceResponse < Aws::EmptyStructure
    end

    class TimeSeries
      attr_accessor time_series_id: ::String
      attr_accessor dimension_list: ::Array[Types::DimensionNameValue]
      attr_accessor metric_value_list: ::Array[::Float]
      SENSITIVE: []
    end

    class TimeSeriesFeedback
      attr_accessor time_series_id: ::String
      attr_accessor is_anomaly: bool
      SENSITIVE: []
    end

    class TimestampColumn
      attr_accessor column_name: ::String
      attr_accessor column_format: ::String
      SENSITIVE: []
    end

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

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

    class UntagResourceResponse < Aws::EmptyStructure
    end

    class UpdateAlertRequest
      attr_accessor alert_arn: ::String
      attr_accessor alert_description: ::String
      attr_accessor alert_sensitivity_threshold: ::Integer
      attr_accessor action: Types::Action
      attr_accessor alert_filters: Types::AlertFilters
      SENSITIVE: []
    end

    class UpdateAlertResponse
      attr_accessor alert_arn: ::String
      SENSITIVE: []
    end

    class UpdateAnomalyDetectorRequest
      attr_accessor anomaly_detector_arn: ::String
      attr_accessor kms_key_arn: ::String
      attr_accessor anomaly_detector_description: ::String
      attr_accessor anomaly_detector_config: Types::AnomalyDetectorConfig
      SENSITIVE: []
    end

    class UpdateAnomalyDetectorResponse
      attr_accessor anomaly_detector_arn: ::String
      SENSITIVE: []
    end

    class UpdateMetricSetRequest
      attr_accessor metric_set_arn: ::String
      attr_accessor metric_set_description: ::String
      attr_accessor metric_list: ::Array[Types::Metric]
      attr_accessor offset: ::Integer
      attr_accessor timestamp_column: Types::TimestampColumn
      attr_accessor dimension_list: ::Array[::String]
      attr_accessor metric_set_frequency: ("P1D" | "PT1H" | "PT10M" | "PT5M")
      attr_accessor metric_source: Types::MetricSource
      attr_accessor dimension_filter_list: ::Array[Types::MetricSetDimensionFilter]
      SENSITIVE: []
    end

    class UpdateMetricSetResponse
      attr_accessor metric_set_arn: ::String
      SENSITIVE: []
    end

    class ValidationException
      attr_accessor message: ::String
      attr_accessor reason: ("UNKNOWN_OPERATION" | "CANNOT_PARSE" | "FIELD_VALIDATION_FAILED" | "OTHER")
      attr_accessor fields: ::Array[Types::ValidationExceptionField]
      SENSITIVE: []
    end

    class ValidationExceptionField
      attr_accessor name: ::String
      attr_accessor message: ::String
      SENSITIVE: []
    end

    class VpcConfiguration
      attr_accessor subnet_id_list: ::Array[::String]
      attr_accessor security_group_id_list: ::Array[::String]
      SENSITIVE: []
    end
  end
end