import {
  AugmentedManifestsDocumentTypeFormat,
  BlockType,
  DatasetDataFormat,
  DatasetStatus,
  DatasetType,
  DocumentClassifierDataFormat,
  DocumentClassifierDocumentTypeFormat,
  DocumentClassifierMode,
  DocumentReadAction,
  DocumentReadFeatureTypes,
  DocumentReadMode,
  DocumentType,
  EndpointStatus,
  EntityRecognizerDataFormat,
  EntityType,
  FlywheelIterationStatus,
  FlywheelStatus,
  InputFormat,
  InvalidRequestDetailReason,
  JobStatus,
  LanguageCode,
  ModelStatus,
  ModelType,
  PageBasedErrorCode,
  PageBasedWarningCode,
  PartOfSpeechTagType,
  PiiEntitiesDetectionMaskMode,
  PiiEntitiesDetectionMode,
  PiiEntityType,
  RelationshipType,
  SentimentType,
  Split,
  SyntaxLanguageCode,
  TargetedSentimentEntityType,
  ToxicContentType,
} from "./enums";
export interface AugmentedManifestsListItem {
  S3Uri: string | undefined;
  Split?: Split | undefined;
  AttributeNames: string[] | undefined;
  AnnotationDataS3Uri?: string | undefined;
  SourceDocumentsS3Uri?: string | undefined;
  DocumentType?: AugmentedManifestsDocumentTypeFormat | undefined;
}
export interface BatchDetectDominantLanguageRequest {
  TextList: string[] | undefined;
}
export interface BatchItemError {
  Index?: number | undefined;
  ErrorCode?: string | undefined;
  ErrorMessage?: string | undefined;
}
export interface DominantLanguage {
  LanguageCode?: string | undefined;
  Score?: number | undefined;
}
export interface BatchDetectDominantLanguageItemResult {
  Index?: number | undefined;
  Languages?: DominantLanguage[] | undefined;
}
export interface BatchDetectDominantLanguageResponse {
  ResultList: BatchDetectDominantLanguageItemResult[] | undefined;
  ErrorList: BatchItemError[] | undefined;
}
export interface InvalidRequestDetail {
  Reason?: InvalidRequestDetailReason | undefined;
}
export interface BatchDetectEntitiesRequest {
  TextList: string[] | undefined;
  LanguageCode: LanguageCode | undefined;
}
export interface ChildBlock {
  ChildBlockId?: string | undefined;
  BeginOffset?: number | undefined;
  EndOffset?: number | undefined;
}
export interface BlockReference {
  BlockId?: string | undefined;
  BeginOffset?: number | undefined;
  EndOffset?: number | undefined;
  ChildBlocks?: ChildBlock[] | undefined;
}
export interface Entity {
  Score?: number | undefined;
  Type?: EntityType | undefined;
  Text?: string | undefined;
  BeginOffset?: number | undefined;
  EndOffset?: number | undefined;
  BlockReferences?: BlockReference[] | undefined;
}
export interface BatchDetectEntitiesItemResult {
  Index?: number | undefined;
  Entities?: Entity[] | undefined;
}
export interface BatchDetectEntitiesResponse {
  ResultList: BatchDetectEntitiesItemResult[] | undefined;
  ErrorList: BatchItemError[] | undefined;
}
export interface BatchDetectKeyPhrasesRequest {
  TextList: string[] | undefined;
  LanguageCode: LanguageCode | undefined;
}
export interface KeyPhrase {
  Score?: number | undefined;
  Text?: string | undefined;
  BeginOffset?: number | undefined;
  EndOffset?: number | undefined;
}
export interface BatchDetectKeyPhrasesItemResult {
  Index?: number | undefined;
  KeyPhrases?: KeyPhrase[] | undefined;
}
export interface BatchDetectKeyPhrasesResponse {
  ResultList: BatchDetectKeyPhrasesItemResult[] | undefined;
  ErrorList: BatchItemError[] | undefined;
}
export interface BatchDetectSentimentRequest {
  TextList: string[] | undefined;
  LanguageCode: LanguageCode | undefined;
}
export interface SentimentScore {
  Positive?: number | undefined;
  Negative?: number | undefined;
  Neutral?: number | undefined;
  Mixed?: number | undefined;
}
export interface BatchDetectSentimentItemResult {
  Index?: number | undefined;
  Sentiment?: SentimentType | undefined;
  SentimentScore?: SentimentScore | undefined;
}
export interface BatchDetectSentimentResponse {
  ResultList: BatchDetectSentimentItemResult[] | undefined;
  ErrorList: BatchItemError[] | undefined;
}
export interface BatchDetectSyntaxRequest {
  TextList: string[] | undefined;
  LanguageCode: SyntaxLanguageCode | undefined;
}
export interface PartOfSpeechTag {
  Tag?: PartOfSpeechTagType | undefined;
  Score?: number | undefined;
}
export interface SyntaxToken {
  TokenId?: number | undefined;
  Text?: string | undefined;
  BeginOffset?: number | undefined;
  EndOffset?: number | undefined;
  PartOfSpeech?: PartOfSpeechTag | undefined;
}
export interface BatchDetectSyntaxItemResult {
  Index?: number | undefined;
  SyntaxTokens?: SyntaxToken[] | undefined;
}
export interface BatchDetectSyntaxResponse {
  ResultList: BatchDetectSyntaxItemResult[] | undefined;
  ErrorList: BatchItemError[] | undefined;
}
export interface BatchDetectTargetedSentimentRequest {
  TextList: string[] | undefined;
  LanguageCode: LanguageCode | undefined;
}
export interface MentionSentiment {
  Sentiment?: SentimentType | undefined;
  SentimentScore?: SentimentScore | undefined;
}
export interface TargetedSentimentMention {
  Score?: number | undefined;
  GroupScore?: number | undefined;
  Text?: string | undefined;
  Type?: TargetedSentimentEntityType | undefined;
  MentionSentiment?: MentionSentiment | undefined;
  BeginOffset?: number | undefined;
  EndOffset?: number | undefined;
}
export interface TargetedSentimentEntity {
  DescriptiveMentionIndex?: number[] | undefined;
  Mentions?: TargetedSentimentMention[] | undefined;
}
export interface BatchDetectTargetedSentimentItemResult {
  Index?: number | undefined;
  Entities?: TargetedSentimentEntity[] | undefined;
}
export interface BatchDetectTargetedSentimentResponse {
  ResultList: BatchDetectTargetedSentimentItemResult[] | undefined;
  ErrorList: BatchItemError[] | undefined;
}
export interface BoundingBox {
  Height?: number | undefined;
  Left?: number | undefined;
  Top?: number | undefined;
  Width?: number | undefined;
}
export interface Point {
  X?: number | undefined;
  Y?: number | undefined;
}
export interface Geometry {
  BoundingBox?: BoundingBox | undefined;
  Polygon?: Point[] | undefined;
}
export interface RelationshipsListItem {
  Ids?: string[] | undefined;
  Type?: RelationshipType | undefined;
}
export interface Block {
  Id?: string | undefined;
  BlockType?: BlockType | undefined;
  Text?: string | undefined;
  Page?: number | undefined;
  Geometry?: Geometry | undefined;
  Relationships?: RelationshipsListItem[] | undefined;
}
export interface ClassifierEvaluationMetrics {
  Accuracy?: number | undefined;
  Precision?: number | undefined;
  Recall?: number | undefined;
  F1Score?: number | undefined;
  MicroPrecision?: number | undefined;
  MicroRecall?: number | undefined;
  MicroF1Score?: number | undefined;
  HammingLoss?: number | undefined;
}
export interface ClassifierMetadata {
  NumberOfLabels?: number | undefined;
  NumberOfTrainedDocuments?: number | undefined;
  NumberOfTestDocuments?: number | undefined;
  EvaluationMetrics?: ClassifierEvaluationMetrics | undefined;
}
export interface DocumentReaderConfig {
  DocumentReadAction: DocumentReadAction | undefined;
  DocumentReadMode?: DocumentReadMode | undefined;
  FeatureTypes?: DocumentReadFeatureTypes[] | undefined;
}
export interface ClassifyDocumentRequest {
  Text?: string | undefined;
  EndpointArn: string | undefined;
  Bytes?: Uint8Array | undefined;
  DocumentReaderConfig?: DocumentReaderConfig | undefined;
}
export interface DocumentClass {
  Name?: string | undefined;
  Score?: number | undefined;
  Page?: number | undefined;
}
export interface ExtractedCharactersListItem {
  Page?: number | undefined;
  Count?: number | undefined;
}
export interface DocumentMetadata {
  Pages?: number | undefined;
  ExtractedCharacters?: ExtractedCharactersListItem[] | undefined;
}
export interface DocumentTypeListItem {
  Page?: number | undefined;
  Type?: DocumentType | undefined;
}
export interface ErrorsListItem {
  Page?: number | undefined;
  ErrorCode?: PageBasedErrorCode | undefined;
  ErrorMessage?: string | undefined;
}
export interface DocumentLabel {
  Name?: string | undefined;
  Score?: number | undefined;
  Page?: number | undefined;
}
export interface WarningsListItem {
  Page?: number | undefined;
  WarnCode?: PageBasedWarningCode | undefined;
  WarnMessage?: string | undefined;
}
export interface ClassifyDocumentResponse {
  Classes?: DocumentClass[] | undefined;
  Labels?: DocumentLabel[] | undefined;
  DocumentMetadata?: DocumentMetadata | undefined;
  DocumentType?: DocumentTypeListItem[] | undefined;
  Errors?: ErrorsListItem[] | undefined;
  Warnings?: WarningsListItem[] | undefined;
}
export interface ContainsPiiEntitiesRequest {
  Text: string | undefined;
  LanguageCode: LanguageCode | undefined;
}
export interface EntityLabel {
  Name?: PiiEntityType | undefined;
  Score?: number | undefined;
}
export interface ContainsPiiEntitiesResponse {
  Labels?: EntityLabel[] | undefined;
}
export interface DatasetAugmentedManifestsListItem {
  AttributeNames: string[] | undefined;
  S3Uri: string | undefined;
  AnnotationDataS3Uri?: string | undefined;
  SourceDocumentsS3Uri?: string | undefined;
  DocumentType?: AugmentedManifestsDocumentTypeFormat | undefined;
}
export interface DatasetDocumentClassifierInputDataConfig {
  S3Uri: string | undefined;
  LabelDelimiter?: string | undefined;
}
export interface DatasetEntityRecognizerAnnotations {
  S3Uri: string | undefined;
}
export interface DatasetEntityRecognizerDocuments {
  S3Uri: string | undefined;
  InputFormat?: InputFormat | undefined;
}
export interface DatasetEntityRecognizerEntityList {
  S3Uri: string | undefined;
}
export interface DatasetEntityRecognizerInputDataConfig {
  Annotations?: DatasetEntityRecognizerAnnotations | undefined;
  Documents: DatasetEntityRecognizerDocuments | undefined;
  EntityList?: DatasetEntityRecognizerEntityList | undefined;
}
export interface DatasetInputDataConfig {
  AugmentedManifests?: DatasetAugmentedManifestsListItem[] | undefined;
  DataFormat?: DatasetDataFormat | undefined;
  DocumentClassifierInputDataConfig?: DatasetDocumentClassifierInputDataConfig | undefined;
  EntityRecognizerInputDataConfig?: DatasetEntityRecognizerInputDataConfig | undefined;
}
export interface Tag {
  Key: string | undefined;
  Value?: string | undefined;
}
export interface CreateDatasetRequest {
  FlywheelArn: string | undefined;
  DatasetName: string | undefined;
  DatasetType?: DatasetType | undefined;
  Description?: string | undefined;
  InputDataConfig: DatasetInputDataConfig | undefined;
  ClientRequestToken?: string | undefined;
  Tags?: Tag[] | undefined;
}
export interface CreateDatasetResponse {
  DatasetArn?: string | undefined;
}
export interface DocumentClassifierDocuments {
  S3Uri: string | undefined;
  TestS3Uri?: string | undefined;
}
export interface DocumentClassifierInputDataConfig {
  DataFormat?: DocumentClassifierDataFormat | undefined;
  S3Uri?: string | undefined;
  TestS3Uri?: string | undefined;
  LabelDelimiter?: string | undefined;
  AugmentedManifests?: AugmentedManifestsListItem[] | undefined;
  DocumentType?: DocumentClassifierDocumentTypeFormat | undefined;
  Documents?: DocumentClassifierDocuments | undefined;
  DocumentReaderConfig?: DocumentReaderConfig | undefined;
}
export interface DocumentClassifierOutputDataConfig {
  S3Uri?: string | undefined;
  KmsKeyId?: string | undefined;
  FlywheelStatsS3Prefix?: string | undefined;
}
export interface VpcConfig {
  SecurityGroupIds: string[] | undefined;
  Subnets: string[] | undefined;
}
export interface CreateDocumentClassifierRequest {
  DocumentClassifierName: string | undefined;
  VersionName?: string | undefined;
  DataAccessRoleArn: string | undefined;
  Tags?: Tag[] | undefined;
  InputDataConfig: DocumentClassifierInputDataConfig | undefined;
  OutputDataConfig?: DocumentClassifierOutputDataConfig | undefined;
  ClientRequestToken?: string | undefined;
  LanguageCode: LanguageCode | undefined;
  VolumeKmsKeyId?: string | undefined;
  VpcConfig?: VpcConfig | undefined;
  Mode?: DocumentClassifierMode | undefined;
  ModelKmsKeyId?: string | undefined;
  ModelPolicy?: string | undefined;
}
export interface CreateDocumentClassifierResponse {
  DocumentClassifierArn?: string | undefined;
}
export interface CreateEndpointRequest {
  EndpointName: string | undefined;
  ModelArn?: string | undefined;
  DesiredInferenceUnits: number | undefined;
  ClientRequestToken?: string | undefined;
  Tags?: Tag[] | undefined;
  DataAccessRoleArn?: string | undefined;
  FlywheelArn?: string | undefined;
}
export interface CreateEndpointResponse {
  EndpointArn?: string | undefined;
  ModelArn?: string | undefined;
}
export interface EntityRecognizerAnnotations {
  S3Uri: string | undefined;
  TestS3Uri?: string | undefined;
}
export interface EntityRecognizerDocuments {
  S3Uri: string | undefined;
  TestS3Uri?: string | undefined;
  InputFormat?: InputFormat | undefined;
}
export interface EntityRecognizerEntityList {
  S3Uri: string | undefined;
}
export interface EntityTypesListItem {
  Type: string | undefined;
}
export interface EntityRecognizerInputDataConfig {
  DataFormat?: EntityRecognizerDataFormat | undefined;
  EntityTypes: EntityTypesListItem[] | undefined;
  Documents?: EntityRecognizerDocuments | undefined;
  Annotations?: EntityRecognizerAnnotations | undefined;
  EntityList?: EntityRecognizerEntityList | undefined;
  AugmentedManifests?: AugmentedManifestsListItem[] | undefined;
}
export interface CreateEntityRecognizerRequest {
  RecognizerName: string | undefined;
  VersionName?: string | undefined;
  DataAccessRoleArn: string | undefined;
  Tags?: Tag[] | undefined;
  InputDataConfig: EntityRecognizerInputDataConfig | undefined;
  ClientRequestToken?: string | undefined;
  LanguageCode: LanguageCode | undefined;
  VolumeKmsKeyId?: string | undefined;
  VpcConfig?: VpcConfig | undefined;
  ModelKmsKeyId?: string | undefined;
  ModelPolicy?: string | undefined;
}
export interface CreateEntityRecognizerResponse {
  EntityRecognizerArn?: string | undefined;
}
export interface DataSecurityConfig {
  ModelKmsKeyId?: string | undefined;
  VolumeKmsKeyId?: string | undefined;
  DataLakeKmsKeyId?: string | undefined;
  VpcConfig?: VpcConfig | undefined;
}
export interface DocumentClassificationConfig {
  Mode: DocumentClassifierMode | undefined;
  Labels?: string[] | undefined;
}
export interface EntityRecognitionConfig {
  EntityTypes: EntityTypesListItem[] | undefined;
}
export interface TaskConfig {
  LanguageCode: LanguageCode | undefined;
  DocumentClassificationConfig?: DocumentClassificationConfig | undefined;
  EntityRecognitionConfig?: EntityRecognitionConfig | undefined;
}
export interface CreateFlywheelRequest {
  FlywheelName: string | undefined;
  ActiveModelArn?: string | undefined;
  DataAccessRoleArn: string | undefined;
  TaskConfig?: TaskConfig | undefined;
  ModelType?: ModelType | undefined;
  DataLakeS3Uri: string | undefined;
  DataSecurityConfig?: DataSecurityConfig | undefined;
  ClientRequestToken?: string | undefined;
  Tags?: Tag[] | undefined;
}
export interface CreateFlywheelResponse {
  FlywheelArn?: string | undefined;
  ActiveModelArn?: string | undefined;
}
export interface DeleteDocumentClassifierRequest {
  DocumentClassifierArn: string | undefined;
}
export interface DeleteDocumentClassifierResponse {}
export interface DeleteEndpointRequest {
  EndpointArn: string | undefined;
}
export interface DeleteEndpointResponse {}
export interface DeleteEntityRecognizerRequest {
  EntityRecognizerArn: string | undefined;
}
export interface DeleteEntityRecognizerResponse {}
export interface DeleteFlywheelRequest {
  FlywheelArn: string | undefined;
}
export interface DeleteFlywheelResponse {}
export interface DeleteResourcePolicyRequest {
  ResourceArn: string | undefined;
  PolicyRevisionId?: string | undefined;
}
export interface DeleteResourcePolicyResponse {}
export interface DescribeDatasetRequest {
  DatasetArn: string | undefined;
}
export interface DatasetProperties {
  DatasetArn?: string | undefined;
  DatasetName?: string | undefined;
  DatasetType?: DatasetType | undefined;
  DatasetS3Uri?: string | undefined;
  Description?: string | undefined;
  Status?: DatasetStatus | undefined;
  Message?: string | undefined;
  NumberOfDocuments?: number | undefined;
  CreationTime?: Date | undefined;
  EndTime?: Date | undefined;
}
export interface DescribeDatasetResponse {
  DatasetProperties?: DatasetProperties | undefined;
}
export interface DescribeDocumentClassificationJobRequest {
  JobId: string | undefined;
}
export interface InputDataConfig {
  S3Uri: string | undefined;
  InputFormat?: InputFormat | undefined;
  DocumentReaderConfig?: DocumentReaderConfig | undefined;
}
export interface OutputDataConfig {
  S3Uri: string | undefined;
  KmsKeyId?: string | undefined;
}
export interface DocumentClassificationJobProperties {
  JobId?: string | undefined;
  JobArn?: string | undefined;
  JobName?: string | undefined;
  JobStatus?: JobStatus | undefined;
  Message?: string | undefined;
  SubmitTime?: Date | undefined;
  EndTime?: Date | undefined;
  DocumentClassifierArn?: string | undefined;
  InputDataConfig?: InputDataConfig | undefined;
  OutputDataConfig?: OutputDataConfig | undefined;
  DataAccessRoleArn?: string | undefined;
  VolumeKmsKeyId?: string | undefined;
  VpcConfig?: VpcConfig | undefined;
  FlywheelArn?: string | undefined;
}
export interface DescribeDocumentClassificationJobResponse {
  DocumentClassificationJobProperties?: DocumentClassificationJobProperties | undefined;
}
export interface DescribeDocumentClassifierRequest {
  DocumentClassifierArn: string | undefined;
}
export interface DocumentClassifierProperties {
  DocumentClassifierArn?: string | undefined;
  LanguageCode?: LanguageCode | undefined;
  Status?: ModelStatus | undefined;
  Message?: string | undefined;
  SubmitTime?: Date | undefined;
  EndTime?: Date | undefined;
  TrainingStartTime?: Date | undefined;
  TrainingEndTime?: Date | undefined;
  InputDataConfig?: DocumentClassifierInputDataConfig | undefined;
  OutputDataConfig?: DocumentClassifierOutputDataConfig | undefined;
  ClassifierMetadata?: ClassifierMetadata | undefined;
  DataAccessRoleArn?: string | undefined;
  VolumeKmsKeyId?: string | undefined;
  VpcConfig?: VpcConfig | undefined;
  Mode?: DocumentClassifierMode | undefined;
  ModelKmsKeyId?: string | undefined;
  VersionName?: string | undefined;
  SourceModelArn?: string | undefined;
  FlywheelArn?: string | undefined;
}
export interface DescribeDocumentClassifierResponse {
  DocumentClassifierProperties?: DocumentClassifierProperties | undefined;
}
export interface DescribeDominantLanguageDetectionJobRequest {
  JobId: string | undefined;
}
export interface DominantLanguageDetectionJobProperties {
  JobId?: string | undefined;
  JobArn?: string | undefined;
  JobName?: string | undefined;
  JobStatus?: JobStatus | undefined;
  Message?: string | undefined;
  SubmitTime?: Date | undefined;
  EndTime?: Date | undefined;
  InputDataConfig?: InputDataConfig | undefined;
  OutputDataConfig?: OutputDataConfig | undefined;
  DataAccessRoleArn?: string | undefined;
  VolumeKmsKeyId?: string | undefined;
  VpcConfig?: VpcConfig | undefined;
}
export interface DescribeDominantLanguageDetectionJobResponse {
  DominantLanguageDetectionJobProperties?: DominantLanguageDetectionJobProperties | undefined;
}
export interface DescribeEndpointRequest {
  EndpointArn: string | undefined;
}
export interface EndpointProperties {
  EndpointArn?: string | undefined;
  Status?: EndpointStatus | undefined;
  Message?: string | undefined;
  ModelArn?: string | undefined;
  DesiredModelArn?: string | undefined;
  DesiredInferenceUnits?: number | undefined;
  CurrentInferenceUnits?: number | undefined;
  CreationTime?: Date | undefined;
  LastModifiedTime?: Date | undefined;
  DataAccessRoleArn?: string | undefined;
  DesiredDataAccessRoleArn?: string | undefined;
  FlywheelArn?: string | undefined;
}
export interface DescribeEndpointResponse {
  EndpointProperties?: EndpointProperties | undefined;
}
export interface DescribeEntitiesDetectionJobRequest {
  JobId: string | undefined;
}
export interface EntitiesDetectionJobProperties {
  JobId?: string | undefined;
  JobArn?: string | undefined;
  JobName?: string | undefined;
  JobStatus?: JobStatus | undefined;
  Message?: string | undefined;
  SubmitTime?: Date | undefined;
  EndTime?: Date | undefined;
  EntityRecognizerArn?: string | undefined;
  InputDataConfig?: InputDataConfig | undefined;
  OutputDataConfig?: OutputDataConfig | undefined;
  LanguageCode?: LanguageCode | undefined;
  DataAccessRoleArn?: string | undefined;
  VolumeKmsKeyId?: string | undefined;
  VpcConfig?: VpcConfig | undefined;
  FlywheelArn?: string | undefined;
}
export interface DescribeEntitiesDetectionJobResponse {
  EntitiesDetectionJobProperties?: EntitiesDetectionJobProperties | undefined;
}
export interface DescribeEntityRecognizerRequest {
  EntityRecognizerArn: string | undefined;
}
export interface EntityRecognizerOutputDataConfig {
  FlywheelStatsS3Prefix?: string | undefined;
}
export interface EntityTypesEvaluationMetrics {
  Precision?: number | undefined;
  Recall?: number | undefined;
  F1Score?: number | undefined;
}
export interface EntityRecognizerMetadataEntityTypesListItem {
  Type?: string | undefined;
  EvaluationMetrics?: EntityTypesEvaluationMetrics | undefined;
  NumberOfTrainMentions?: number | undefined;
}
export interface EntityRecognizerEvaluationMetrics {
  Precision?: number | undefined;
  Recall?: number | undefined;
  F1Score?: number | undefined;
}
export interface EntityRecognizerMetadata {
  NumberOfTrainedDocuments?: number | undefined;
  NumberOfTestDocuments?: number | undefined;
  EvaluationMetrics?: EntityRecognizerEvaluationMetrics | undefined;
  EntityTypes?: EntityRecognizerMetadataEntityTypesListItem[] | undefined;
}
export interface EntityRecognizerProperties {
  EntityRecognizerArn?: string | undefined;
  LanguageCode?: LanguageCode | undefined;
  Status?: ModelStatus | undefined;
  Message?: string | undefined;
  SubmitTime?: Date | undefined;
  EndTime?: Date | undefined;
  TrainingStartTime?: Date | undefined;
  TrainingEndTime?: Date | undefined;
  InputDataConfig?: EntityRecognizerInputDataConfig | undefined;
  RecognizerMetadata?: EntityRecognizerMetadata | undefined;
  DataAccessRoleArn?: string | undefined;
  VolumeKmsKeyId?: string | undefined;
  VpcConfig?: VpcConfig | undefined;
  ModelKmsKeyId?: string | undefined;
  VersionName?: string | undefined;
  SourceModelArn?: string | undefined;
  FlywheelArn?: string | undefined;
  OutputDataConfig?: EntityRecognizerOutputDataConfig | undefined;
}
export interface DescribeEntityRecognizerResponse {
  EntityRecognizerProperties?: EntityRecognizerProperties | undefined;
}
export interface DescribeEventsDetectionJobRequest {
  JobId: string | undefined;
}
export interface EventsDetectionJobProperties {
  JobId?: string | undefined;
  JobArn?: string | undefined;
  JobName?: string | undefined;
  JobStatus?: JobStatus | undefined;
  Message?: string | undefined;
  SubmitTime?: Date | undefined;
  EndTime?: Date | undefined;
  InputDataConfig?: InputDataConfig | undefined;
  OutputDataConfig?: OutputDataConfig | undefined;
  LanguageCode?: LanguageCode | undefined;
  DataAccessRoleArn?: string | undefined;
  TargetEventTypes?: string[] | undefined;
}
export interface DescribeEventsDetectionJobResponse {
  EventsDetectionJobProperties?: EventsDetectionJobProperties | undefined;
}
export interface DescribeFlywheelRequest {
  FlywheelArn: string | undefined;
}
export interface FlywheelProperties {
  FlywheelArn?: string | undefined;
  ActiveModelArn?: string | undefined;
  DataAccessRoleArn?: string | undefined;
  TaskConfig?: TaskConfig | undefined;
  DataLakeS3Uri?: string | undefined;
  DataSecurityConfig?: DataSecurityConfig | undefined;
  Status?: FlywheelStatus | undefined;
  ModelType?: ModelType | undefined;
  Message?: string | undefined;
  CreationTime?: Date | undefined;
  LastModifiedTime?: Date | undefined;
  LatestFlywheelIteration?: string | undefined;
}
export interface DescribeFlywheelResponse {
  FlywheelProperties?: FlywheelProperties | undefined;
}
export interface DescribeFlywheelIterationRequest {
  FlywheelArn: string | undefined;
  FlywheelIterationId: string | undefined;
}
export interface FlywheelModelEvaluationMetrics {
  AverageF1Score?: number | undefined;
  AveragePrecision?: number | undefined;
  AverageRecall?: number | undefined;
  AverageAccuracy?: number | undefined;
}
export interface FlywheelIterationProperties {
  FlywheelArn?: string | undefined;
  FlywheelIterationId?: string | undefined;
  CreationTime?: Date | undefined;
  EndTime?: Date | undefined;
  Status?: FlywheelIterationStatus | undefined;
  Message?: string | undefined;
  EvaluatedModelArn?: string | undefined;
  EvaluatedModelMetrics?: FlywheelModelEvaluationMetrics | undefined;
  TrainedModelArn?: string | undefined;
  TrainedModelMetrics?: FlywheelModelEvaluationMetrics | undefined;
  EvaluationManifestS3Prefix?: string | undefined;
}
export interface DescribeFlywheelIterationResponse {
  FlywheelIterationProperties?: FlywheelIterationProperties | undefined;
}
export interface DescribeKeyPhrasesDetectionJobRequest {
  JobId: string | undefined;
}
export interface KeyPhrasesDetectionJobProperties {
  JobId?: string | undefined;
  JobArn?: string | undefined;
  JobName?: string | undefined;
  JobStatus?: JobStatus | undefined;
  Message?: string | undefined;
  SubmitTime?: Date | undefined;
  EndTime?: Date | undefined;
  InputDataConfig?: InputDataConfig | undefined;
  OutputDataConfig?: OutputDataConfig | undefined;
  LanguageCode?: LanguageCode | undefined;
  DataAccessRoleArn?: string | undefined;
  VolumeKmsKeyId?: string | undefined;
  VpcConfig?: VpcConfig | undefined;
}
export interface DescribeKeyPhrasesDetectionJobResponse {
  KeyPhrasesDetectionJobProperties?: KeyPhrasesDetectionJobProperties | undefined;
}
export interface DescribePiiEntitiesDetectionJobRequest {
  JobId: string | undefined;
}
export interface PiiOutputDataConfig {
  S3Uri: string | undefined;
  KmsKeyId?: string | undefined;
}
export interface RedactionConfig {
  PiiEntityTypes?: PiiEntityType[] | undefined;
  MaskMode?: PiiEntitiesDetectionMaskMode | undefined;
  MaskCharacter?: string | undefined;
}
export interface PiiEntitiesDetectionJobProperties {
  JobId?: string | undefined;
  JobArn?: string | undefined;
  JobName?: string | undefined;
  JobStatus?: JobStatus | undefined;
  Message?: string | undefined;
  SubmitTime?: Date | undefined;
  EndTime?: Date | undefined;
  InputDataConfig?: InputDataConfig | undefined;
  OutputDataConfig?: PiiOutputDataConfig | undefined;
  RedactionConfig?: RedactionConfig | undefined;
  LanguageCode?: LanguageCode | undefined;
  DataAccessRoleArn?: string | undefined;
  Mode?: PiiEntitiesDetectionMode | undefined;
}
export interface DescribePiiEntitiesDetectionJobResponse {
  PiiEntitiesDetectionJobProperties?: PiiEntitiesDetectionJobProperties | undefined;
}
export interface DescribeResourcePolicyRequest {
  ResourceArn: string | undefined;
}
export interface DescribeResourcePolicyResponse {
  ResourcePolicy?: string | undefined;
  CreationTime?: Date | undefined;
  LastModifiedTime?: Date | undefined;
  PolicyRevisionId?: string | undefined;
}
export interface DescribeSentimentDetectionJobRequest {
  JobId: string | undefined;
}
export interface SentimentDetectionJobProperties {
  JobId?: string | undefined;
  JobArn?: string | undefined;
  JobName?: string | undefined;
  JobStatus?: JobStatus | undefined;
  Message?: string | undefined;
  SubmitTime?: Date | undefined;
  EndTime?: Date | undefined;
  InputDataConfig?: InputDataConfig | undefined;
  OutputDataConfig?: OutputDataConfig | undefined;
  LanguageCode?: LanguageCode | undefined;
  DataAccessRoleArn?: string | undefined;
  VolumeKmsKeyId?: string | undefined;
  VpcConfig?: VpcConfig | undefined;
}
export interface DescribeSentimentDetectionJobResponse {
  SentimentDetectionJobProperties?: SentimentDetectionJobProperties | undefined;
}
export interface DescribeTargetedSentimentDetectionJobRequest {
  JobId: string | undefined;
}
export interface TargetedSentimentDetectionJobProperties {
  JobId?: string | undefined;
  JobArn?: string | undefined;
  JobName?: string | undefined;
  JobStatus?: JobStatus | undefined;
  Message?: string | undefined;
  SubmitTime?: Date | undefined;
  EndTime?: Date | undefined;
  InputDataConfig?: InputDataConfig | undefined;
  OutputDataConfig?: OutputDataConfig | undefined;
  LanguageCode?: LanguageCode | undefined;
  DataAccessRoleArn?: string | undefined;
  VolumeKmsKeyId?: string | undefined;
  VpcConfig?: VpcConfig | undefined;
}
export interface DescribeTargetedSentimentDetectionJobResponse {
  TargetedSentimentDetectionJobProperties?: TargetedSentimentDetectionJobProperties | undefined;
}
export interface DescribeTopicsDetectionJobRequest {
  JobId: string | undefined;
}
export interface TopicsDetectionJobProperties {
  JobId?: string | undefined;
  JobArn?: string | undefined;
  JobName?: string | undefined;
  JobStatus?: JobStatus | undefined;
  Message?: string | undefined;
  SubmitTime?: Date | undefined;
  EndTime?: Date | undefined;
  InputDataConfig?: InputDataConfig | undefined;
  OutputDataConfig?: OutputDataConfig | undefined;
  NumberOfTopics?: number | undefined;
  DataAccessRoleArn?: string | undefined;
  VolumeKmsKeyId?: string | undefined;
  VpcConfig?: VpcConfig | undefined;
}
export interface DescribeTopicsDetectionJobResponse {
  TopicsDetectionJobProperties?: TopicsDetectionJobProperties | undefined;
}
export interface DetectDominantLanguageRequest {
  Text: string | undefined;
}
export interface DetectDominantLanguageResponse {
  Languages?: DominantLanguage[] | undefined;
}
export interface DetectEntitiesRequest {
  Text?: string | undefined;
  LanguageCode?: LanguageCode | undefined;
  EndpointArn?: string | undefined;
  Bytes?: Uint8Array | undefined;
  DocumentReaderConfig?: DocumentReaderConfig | undefined;
}
export interface DetectEntitiesResponse {
  Entities?: Entity[] | undefined;
  DocumentMetadata?: DocumentMetadata | undefined;
  DocumentType?: DocumentTypeListItem[] | undefined;
  Blocks?: Block[] | undefined;
  Errors?: ErrorsListItem[] | undefined;
}
export interface DetectKeyPhrasesRequest {
  Text: string | undefined;
  LanguageCode: LanguageCode | undefined;
}
export interface DetectKeyPhrasesResponse {
  KeyPhrases?: KeyPhrase[] | undefined;
}
export interface DetectPiiEntitiesRequest {
  Text: string | undefined;
  LanguageCode: LanguageCode | undefined;
}
export interface PiiEntity {
  Score?: number | undefined;
  Type?: PiiEntityType | undefined;
  BeginOffset?: number | undefined;
  EndOffset?: number | undefined;
}
export interface DetectPiiEntitiesResponse {
  Entities?: PiiEntity[] | undefined;
}
export interface DetectSentimentRequest {
  Text: string | undefined;
  LanguageCode: LanguageCode | undefined;
}
export interface DetectSentimentResponse {
  Sentiment?: SentimentType | undefined;
  SentimentScore?: SentimentScore | undefined;
}
export interface DetectSyntaxRequest {
  Text: string | undefined;
  LanguageCode: SyntaxLanguageCode | undefined;
}
export interface DetectSyntaxResponse {
  SyntaxTokens?: SyntaxToken[] | undefined;
}
export interface DetectTargetedSentimentRequest {
  Text: string | undefined;
  LanguageCode: LanguageCode | undefined;
}
export interface DetectTargetedSentimentResponse {
  Entities?: TargetedSentimentEntity[] | undefined;
}
export interface TextSegment {
  Text: string | undefined;
}
export interface DetectToxicContentRequest {
  TextSegments: TextSegment[] | undefined;
  LanguageCode: LanguageCode | undefined;
}
export interface ToxicContent {
  Name?: ToxicContentType | undefined;
  Score?: number | undefined;
}
export interface ToxicLabels {
  Labels?: ToxicContent[] | undefined;
  Toxicity?: number | undefined;
}
export interface DetectToxicContentResponse {
  ResultList?: ToxicLabels[] | undefined;
}
export interface ImportModelRequest {
  SourceModelArn: string | undefined;
  ModelName?: string | undefined;
  VersionName?: string | undefined;
  ModelKmsKeyId?: string | undefined;
  DataAccessRoleArn?: string | undefined;
  Tags?: Tag[] | undefined;
}
export interface ImportModelResponse {
  ModelArn?: string | undefined;
}
export interface DatasetFilter {
  Status?: DatasetStatus | undefined;
  DatasetType?: DatasetType | undefined;
  CreationTimeAfter?: Date | undefined;
  CreationTimeBefore?: Date | undefined;
}
export interface ListDatasetsRequest {
  FlywheelArn?: string | undefined;
  Filter?: DatasetFilter | undefined;
  NextToken?: string | undefined;
  MaxResults?: number | undefined;
}
export interface ListDatasetsResponse {
  DatasetPropertiesList?: DatasetProperties[] | undefined;
  NextToken?: string | undefined;
}
export interface DocumentClassificationJobFilter {
  JobName?: string | undefined;
  JobStatus?: JobStatus | undefined;
  SubmitTimeBefore?: Date | undefined;
  SubmitTimeAfter?: Date | undefined;
}
export interface ListDocumentClassificationJobsRequest {
  Filter?: DocumentClassificationJobFilter | undefined;
  NextToken?: string | undefined;
  MaxResults?: number | undefined;
}
export interface ListDocumentClassificationJobsResponse {
  DocumentClassificationJobPropertiesList?: DocumentClassificationJobProperties[] | undefined;
  NextToken?: string | undefined;
}
export interface DocumentClassifierFilter {
  Status?: ModelStatus | undefined;
  DocumentClassifierName?: string | undefined;
  SubmitTimeBefore?: Date | undefined;
  SubmitTimeAfter?: Date | undefined;
}
export interface ListDocumentClassifiersRequest {
  Filter?: DocumentClassifierFilter | undefined;
  NextToken?: string | undefined;
  MaxResults?: number | undefined;
}
export interface ListDocumentClassifiersResponse {
  DocumentClassifierPropertiesList?: DocumentClassifierProperties[] | undefined;
  NextToken?: string | undefined;
}
export interface ListDocumentClassifierSummariesRequest {
  NextToken?: string | undefined;
  MaxResults?: number | undefined;
}
export interface DocumentClassifierSummary {
  DocumentClassifierName?: string | undefined;
  NumberOfVersions?: number | undefined;
  LatestVersionCreatedAt?: Date | undefined;
  LatestVersionName?: string | undefined;
  LatestVersionStatus?: ModelStatus | undefined;
}
export interface ListDocumentClassifierSummariesResponse {
  DocumentClassifierSummariesList?: DocumentClassifierSummary[] | undefined;
  NextToken?: string | undefined;
}
export interface DominantLanguageDetectionJobFilter {
  JobName?: string | undefined;
  JobStatus?: JobStatus | undefined;
  SubmitTimeBefore?: Date | undefined;
  SubmitTimeAfter?: Date | undefined;
}
export interface ListDominantLanguageDetectionJobsRequest {
  Filter?: DominantLanguageDetectionJobFilter | undefined;
  NextToken?: string | undefined;
  MaxResults?: number | undefined;
}
export interface ListDominantLanguageDetectionJobsResponse {
  DominantLanguageDetectionJobPropertiesList?: DominantLanguageDetectionJobProperties[] | undefined;
  NextToken?: string | undefined;
}
export interface EndpointFilter {
  ModelArn?: string | undefined;
  Status?: EndpointStatus | undefined;
  CreationTimeBefore?: Date | undefined;
  CreationTimeAfter?: Date | undefined;
}
export interface ListEndpointsRequest {
  Filter?: EndpointFilter | undefined;
  NextToken?: string | undefined;
  MaxResults?: number | undefined;
}
export interface ListEndpointsResponse {
  EndpointPropertiesList?: EndpointProperties[] | undefined;
  NextToken?: string | undefined;
}
export interface EntitiesDetectionJobFilter {
  JobName?: string | undefined;
  JobStatus?: JobStatus | undefined;
  SubmitTimeBefore?: Date | undefined;
  SubmitTimeAfter?: Date | undefined;
}
export interface ListEntitiesDetectionJobsRequest {
  Filter?: EntitiesDetectionJobFilter | undefined;
  NextToken?: string | undefined;
  MaxResults?: number | undefined;
}
export interface ListEntitiesDetectionJobsResponse {
  EntitiesDetectionJobPropertiesList?: EntitiesDetectionJobProperties[] | undefined;
  NextToken?: string | undefined;
}
export interface EntityRecognizerFilter {
  Status?: ModelStatus | undefined;
  RecognizerName?: string | undefined;
  SubmitTimeBefore?: Date | undefined;
  SubmitTimeAfter?: Date | undefined;
}
export interface ListEntityRecognizersRequest {
  Filter?: EntityRecognizerFilter | undefined;
  NextToken?: string | undefined;
  MaxResults?: number | undefined;
}
export interface ListEntityRecognizersResponse {
  EntityRecognizerPropertiesList?: EntityRecognizerProperties[] | undefined;
  NextToken?: string | undefined;
}
export interface ListEntityRecognizerSummariesRequest {
  NextToken?: string | undefined;
  MaxResults?: number | undefined;
}
export interface EntityRecognizerSummary {
  RecognizerName?: string | undefined;
  NumberOfVersions?: number | undefined;
  LatestVersionCreatedAt?: Date | undefined;
  LatestVersionName?: string | undefined;
  LatestVersionStatus?: ModelStatus | undefined;
}
export interface ListEntityRecognizerSummariesResponse {
  EntityRecognizerSummariesList?: EntityRecognizerSummary[] | undefined;
  NextToken?: string | undefined;
}
export interface EventsDetectionJobFilter {
  JobName?: string | undefined;
  JobStatus?: JobStatus | undefined;
  SubmitTimeBefore?: Date | undefined;
  SubmitTimeAfter?: Date | undefined;
}
export interface ListEventsDetectionJobsRequest {
  Filter?: EventsDetectionJobFilter | undefined;
  NextToken?: string | undefined;
  MaxResults?: number | undefined;
}
export interface ListEventsDetectionJobsResponse {
  EventsDetectionJobPropertiesList?: EventsDetectionJobProperties[] | undefined;
  NextToken?: string | undefined;
}
export interface FlywheelIterationFilter {
  CreationTimeAfter?: Date | undefined;
  CreationTimeBefore?: Date | undefined;
}
export interface ListFlywheelIterationHistoryRequest {
  FlywheelArn: string | undefined;
  Filter?: FlywheelIterationFilter | undefined;
  NextToken?: string | undefined;
  MaxResults?: number | undefined;
}
export interface ListFlywheelIterationHistoryResponse {
  FlywheelIterationPropertiesList?: FlywheelIterationProperties[] | undefined;
  NextToken?: string | undefined;
}
export interface FlywheelFilter {
  Status?: FlywheelStatus | undefined;
  CreationTimeAfter?: Date | undefined;
  CreationTimeBefore?: Date | undefined;
}
export interface ListFlywheelsRequest {
  Filter?: FlywheelFilter | undefined;
  NextToken?: string | undefined;
  MaxResults?: number | undefined;
}
export interface FlywheelSummary {
  FlywheelArn?: string | undefined;
  ActiveModelArn?: string | undefined;
  DataLakeS3Uri?: string | undefined;
  Status?: FlywheelStatus | undefined;
  ModelType?: ModelType | undefined;
  Message?: string | undefined;
  CreationTime?: Date | undefined;
  LastModifiedTime?: Date | undefined;
  LatestFlywheelIteration?: string | undefined;
}
export interface ListFlywheelsResponse {
  FlywheelSummaryList?: FlywheelSummary[] | undefined;
  NextToken?: string | undefined;
}
export interface KeyPhrasesDetectionJobFilter {
  JobName?: string | undefined;
  JobStatus?: JobStatus | undefined;
  SubmitTimeBefore?: Date | undefined;
  SubmitTimeAfter?: Date | undefined;
}
export interface ListKeyPhrasesDetectionJobsRequest {
  Filter?: KeyPhrasesDetectionJobFilter | undefined;
  NextToken?: string | undefined;
  MaxResults?: number | undefined;
}
export interface ListKeyPhrasesDetectionJobsResponse {
  KeyPhrasesDetectionJobPropertiesList?: KeyPhrasesDetectionJobProperties[] | undefined;
  NextToken?: string | undefined;
}
export interface PiiEntitiesDetectionJobFilter {
  JobName?: string | undefined;
  JobStatus?: JobStatus | undefined;
  SubmitTimeBefore?: Date | undefined;
  SubmitTimeAfter?: Date | undefined;
}
export interface ListPiiEntitiesDetectionJobsRequest {
  Filter?: PiiEntitiesDetectionJobFilter | undefined;
  NextToken?: string | undefined;
  MaxResults?: number | undefined;
}
export interface ListPiiEntitiesDetectionJobsResponse {
  PiiEntitiesDetectionJobPropertiesList?: PiiEntitiesDetectionJobProperties[] | undefined;
  NextToken?: string | undefined;
}
export interface SentimentDetectionJobFilter {
  JobName?: string | undefined;
  JobStatus?: JobStatus | undefined;
  SubmitTimeBefore?: Date | undefined;
  SubmitTimeAfter?: Date | undefined;
}
export interface ListSentimentDetectionJobsRequest {
  Filter?: SentimentDetectionJobFilter | undefined;
  NextToken?: string | undefined;
  MaxResults?: number | undefined;
}
export interface ListSentimentDetectionJobsResponse {
  SentimentDetectionJobPropertiesList?: SentimentDetectionJobProperties[] | undefined;
  NextToken?: string | undefined;
}
export interface ListTagsForResourceRequest {
  ResourceArn: string | undefined;
}
export interface ListTagsForResourceResponse {
  ResourceArn?: string | undefined;
  Tags?: Tag[] | undefined;
}
export interface TargetedSentimentDetectionJobFilter {
  JobName?: string | undefined;
  JobStatus?: JobStatus | undefined;
  SubmitTimeBefore?: Date | undefined;
  SubmitTimeAfter?: Date | undefined;
}
export interface ListTargetedSentimentDetectionJobsRequest {
  Filter?: TargetedSentimentDetectionJobFilter | undefined;
  NextToken?: string | undefined;
  MaxResults?: number | undefined;
}
export interface ListTargetedSentimentDetectionJobsResponse {
  TargetedSentimentDetectionJobPropertiesList?:
    | TargetedSentimentDetectionJobProperties[]
    | undefined;
  NextToken?: string | undefined;
}
export interface TopicsDetectionJobFilter {
  JobName?: string | undefined;
  JobStatus?: JobStatus | undefined;
  SubmitTimeBefore?: Date | undefined;
  SubmitTimeAfter?: Date | undefined;
}
export interface ListTopicsDetectionJobsRequest {
  Filter?: TopicsDetectionJobFilter | undefined;
  NextToken?: string | undefined;
  MaxResults?: number | undefined;
}
export interface ListTopicsDetectionJobsResponse {
  TopicsDetectionJobPropertiesList?: TopicsDetectionJobProperties[] | undefined;
  NextToken?: string | undefined;
}
export interface PutResourcePolicyRequest {
  ResourceArn: string | undefined;
  ResourcePolicy: string | undefined;
  PolicyRevisionId?: string | undefined;
}
export interface PutResourcePolicyResponse {
  PolicyRevisionId?: string | undefined;
}
export interface StartDocumentClassificationJobRequest {
  JobName?: string | undefined;
  DocumentClassifierArn?: string | undefined;
  InputDataConfig: InputDataConfig | undefined;
  OutputDataConfig: OutputDataConfig | undefined;
  DataAccessRoleArn: string | undefined;
  ClientRequestToken?: string | undefined;
  VolumeKmsKeyId?: string | undefined;
  VpcConfig?: VpcConfig | undefined;
  Tags?: Tag[] | undefined;
  FlywheelArn?: string | undefined;
}
export interface StartDocumentClassificationJobResponse {
  JobId?: string | undefined;
  JobArn?: string | undefined;
  JobStatus?: JobStatus | undefined;
  DocumentClassifierArn?: string | undefined;
}
export interface StartDominantLanguageDetectionJobRequest {
  InputDataConfig: InputDataConfig | undefined;
  OutputDataConfig: OutputDataConfig | undefined;
  DataAccessRoleArn: string | undefined;
  JobName?: string | undefined;
  ClientRequestToken?: string | undefined;
  VolumeKmsKeyId?: string | undefined;
  VpcConfig?: VpcConfig | undefined;
  Tags?: Tag[] | undefined;
}
export interface StartDominantLanguageDetectionJobResponse {
  JobId?: string | undefined;
  JobArn?: string | undefined;
  JobStatus?: JobStatus | undefined;
}
export interface StartEntitiesDetectionJobRequest {
  InputDataConfig: InputDataConfig | undefined;
  OutputDataConfig: OutputDataConfig | undefined;
  DataAccessRoleArn: string | undefined;
  JobName?: string | undefined;
  EntityRecognizerArn?: string | undefined;
  LanguageCode: LanguageCode | undefined;
  ClientRequestToken?: string | undefined;
  VolumeKmsKeyId?: string | undefined;
  VpcConfig?: VpcConfig | undefined;
  Tags?: Tag[] | undefined;
  FlywheelArn?: string | undefined;
}
export interface StartEntitiesDetectionJobResponse {
  JobId?: string | undefined;
  JobArn?: string | undefined;
  JobStatus?: JobStatus | undefined;
  EntityRecognizerArn?: string | undefined;
}
export interface StartEventsDetectionJobRequest {
  InputDataConfig: InputDataConfig | undefined;
  OutputDataConfig: OutputDataConfig | undefined;
  DataAccessRoleArn: string | undefined;
  JobName?: string | undefined;
  LanguageCode: LanguageCode | undefined;
  ClientRequestToken?: string | undefined;
  TargetEventTypes: string[] | undefined;
  Tags?: Tag[] | undefined;
}
export interface StartEventsDetectionJobResponse {
  JobId?: string | undefined;
  JobArn?: string | undefined;
  JobStatus?: JobStatus | undefined;
}
export interface StartFlywheelIterationRequest {
  FlywheelArn: string | undefined;
  ClientRequestToken?: string | undefined;
}
export interface StartFlywheelIterationResponse {
  FlywheelArn?: string | undefined;
  FlywheelIterationId?: string | undefined;
}
export interface StartKeyPhrasesDetectionJobRequest {
  InputDataConfig: InputDataConfig | undefined;
  OutputDataConfig: OutputDataConfig | undefined;
  DataAccessRoleArn: string | undefined;
  JobName?: string | undefined;
  LanguageCode: LanguageCode | undefined;
  ClientRequestToken?: string | undefined;
  VolumeKmsKeyId?: string | undefined;
  VpcConfig?: VpcConfig | undefined;
  Tags?: Tag[] | undefined;
}
export interface StartKeyPhrasesDetectionJobResponse {
  JobId?: string | undefined;
  JobArn?: string | undefined;
  JobStatus?: JobStatus | undefined;
}
export interface StartPiiEntitiesDetectionJobRequest {
  InputDataConfig: InputDataConfig | undefined;
  OutputDataConfig: OutputDataConfig | undefined;
  Mode: PiiEntitiesDetectionMode | undefined;
  RedactionConfig?: RedactionConfig | undefined;
  DataAccessRoleArn: string | undefined;
  JobName?: string | undefined;
  LanguageCode: LanguageCode | undefined;
  ClientRequestToken?: string | undefined;
  Tags?: Tag[] | undefined;
}
export interface StartPiiEntitiesDetectionJobResponse {
  JobId?: string | undefined;
  JobArn?: string | undefined;
  JobStatus?: JobStatus | undefined;
}
export interface StartSentimentDetectionJobRequest {
  InputDataConfig: InputDataConfig | undefined;
  OutputDataConfig: OutputDataConfig | undefined;
  DataAccessRoleArn: string | undefined;
  JobName?: string | undefined;
  LanguageCode: LanguageCode | undefined;
  ClientRequestToken?: string | undefined;
  VolumeKmsKeyId?: string | undefined;
  VpcConfig?: VpcConfig | undefined;
  Tags?: Tag[] | undefined;
}
export interface StartSentimentDetectionJobResponse {
  JobId?: string | undefined;
  JobArn?: string | undefined;
  JobStatus?: JobStatus | undefined;
}
export interface StartTargetedSentimentDetectionJobRequest {
  InputDataConfig: InputDataConfig | undefined;
  OutputDataConfig: OutputDataConfig | undefined;
  DataAccessRoleArn: string | undefined;
  JobName?: string | undefined;
  LanguageCode: LanguageCode | undefined;
  ClientRequestToken?: string | undefined;
  VolumeKmsKeyId?: string | undefined;
  VpcConfig?: VpcConfig | undefined;
  Tags?: Tag[] | undefined;
}
export interface StartTargetedSentimentDetectionJobResponse {
  JobId?: string | undefined;
  JobArn?: string | undefined;
  JobStatus?: JobStatus | undefined;
}
export interface StartTopicsDetectionJobRequest {
  InputDataConfig: InputDataConfig | undefined;
  OutputDataConfig: OutputDataConfig | undefined;
  DataAccessRoleArn: string | undefined;
  JobName?: string | undefined;
  NumberOfTopics?: number | undefined;
  ClientRequestToken?: string | undefined;
  VolumeKmsKeyId?: string | undefined;
  VpcConfig?: VpcConfig | undefined;
  Tags?: Tag[] | undefined;
}
export interface StartTopicsDetectionJobResponse {
  JobId?: string | undefined;
  JobArn?: string | undefined;
  JobStatus?: JobStatus | undefined;
}
export interface StopDominantLanguageDetectionJobRequest {
  JobId: string | undefined;
}
export interface StopDominantLanguageDetectionJobResponse {
  JobId?: string | undefined;
  JobStatus?: JobStatus | undefined;
}
export interface StopEntitiesDetectionJobRequest {
  JobId: string | undefined;
}
export interface StopEntitiesDetectionJobResponse {
  JobId?: string | undefined;
  JobStatus?: JobStatus | undefined;
}
export interface StopEventsDetectionJobRequest {
  JobId: string | undefined;
}
export interface StopEventsDetectionJobResponse {
  JobId?: string | undefined;
  JobStatus?: JobStatus | undefined;
}
export interface StopKeyPhrasesDetectionJobRequest {
  JobId: string | undefined;
}
export interface StopKeyPhrasesDetectionJobResponse {
  JobId?: string | undefined;
  JobStatus?: JobStatus | undefined;
}
export interface StopPiiEntitiesDetectionJobRequest {
  JobId: string | undefined;
}
export interface StopPiiEntitiesDetectionJobResponse {
  JobId?: string | undefined;
  JobStatus?: JobStatus | undefined;
}
export interface StopSentimentDetectionJobRequest {
  JobId: string | undefined;
}
export interface StopSentimentDetectionJobResponse {
  JobId?: string | undefined;
  JobStatus?: JobStatus | undefined;
}
export interface StopTargetedSentimentDetectionJobRequest {
  JobId: string | undefined;
}
export interface StopTargetedSentimentDetectionJobResponse {
  JobId?: string | undefined;
  JobStatus?: JobStatus | undefined;
}
export interface StopTrainingDocumentClassifierRequest {
  DocumentClassifierArn: string | undefined;
}
export interface StopTrainingDocumentClassifierResponse {}
export interface StopTrainingEntityRecognizerRequest {
  EntityRecognizerArn: string | undefined;
}
export interface StopTrainingEntityRecognizerResponse {}
export interface TagResourceRequest {
  ResourceArn: string | undefined;
  Tags: Tag[] | undefined;
}
export interface TagResourceResponse {}
export interface UntagResourceRequest {
  ResourceArn: string | undefined;
  TagKeys: string[] | undefined;
}
export interface UntagResourceResponse {}
export interface UpdateEndpointRequest {
  EndpointArn: string | undefined;
  DesiredModelArn?: string | undefined;
  DesiredInferenceUnits?: number | undefined;
  DesiredDataAccessRoleArn?: string | undefined;
  FlywheelArn?: string | undefined;
}
export interface UpdateEndpointResponse {
  DesiredModelArn?: string | undefined;
}
export interface UpdateDataSecurityConfig {
  ModelKmsKeyId?: string | undefined;
  VolumeKmsKeyId?: string | undefined;
  VpcConfig?: VpcConfig | undefined;
}
export interface UpdateFlywheelRequest {
  FlywheelArn: string | undefined;
  ActiveModelArn?: string | undefined;
  DataAccessRoleArn?: string | undefined;
  DataSecurityConfig?: UpdateDataSecurityConfig | undefined;
}
export interface UpdateFlywheelResponse {
  FlywheelProperties?: FlywheelProperties | undefined;
}