Comprehend Classes

AugmentedManifestsListItemPaginatorTypeDef

S3Uri

• Type:
• Required: Yes

AttributeNames

• Type: typing.List[str]
• Required: Yes

Split

• Type: typing.Optional[typing.Literal['TEST', 'TRAIN']]

AnnotationDataS3Uri

• Type: typing.Optional[str]

SourceDocumentsS3Uri

• Type: typing.Optional[str]

DocumentType

• Type: typing.Optional[typing.Literal['PLAIN_TEXT_DOCUMENT', 'SEMI_STRUCTURED_DOCUMENT']]

AugmentedManifestsListItemTypeDef

S3Uri

• Type:
• Required: Yes

AttributeNames

• Type: typing.Sequence[str]
• Required: Yes

Split

• Type: typing.Optional[typing.Literal['TEST', 'TRAIN']]

AnnotationDataS3Uri

• Type: typing.Optional[str]

SourceDocumentsS3Uri

• Type: typing.Optional[str]

DocumentType

• Type: typing.Optional[typing.Literal['PLAIN_TEXT_DOCUMENT', 'SEMI_STRUCTURED_DOCUMENT']]

BaseValidatorModel

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BatchDetectDominantLanguageItemResultTypeDef

Index

• Type: typing.Optional[int]

Languages

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.comprehend_classes.DominantLanguageTypeDef]]

BatchDetectDominantLanguageRequestRequestTypeDef

TextList

• Type: typing.Sequence[str]
• Required: Yes

BatchDetectDominantLanguageResponseTypeDef

ResultList

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.BatchDetectDominantLanguageItemResultTypeDef]
• Required: Yes

ErrorList

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.BatchItemErrorTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

BatchDetectEntitiesItemResultTypeDef

Index

• Type: typing.Optional[int]

Entities

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.comprehend_classes.EntityTypeDef]]

BatchDetectEntitiesRequestRequestTypeDef

TextList

• Type: typing.Sequence[str]
• Required: Yes

LanguageCode

• Type: typing.Literal['ar', 'de', 'en', 'es', 'fr', 'hi', 'it', 'ja', 'ko', 'pt', 'zh', 'zh-TW']
• Required: Yes

BatchDetectEntitiesResponseTypeDef

ResultList

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.BatchDetectEntitiesItemResultTypeDef]
• Required: Yes

ErrorList

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.BatchItemErrorTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

BatchDetectKeyPhrasesItemResultTypeDef

Index

• Type: typing.Optional[int]

KeyPhrases

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.comprehend_classes.KeyPhraseTypeDef]]

BatchDetectKeyPhrasesRequestRequestTypeDef

TextList

• Type: typing.Sequence[str]
• Required: Yes

LanguageCode

• Type: typing.Literal['ar', 'de', 'en', 'es', 'fr', 'hi', 'it', 'ja', 'ko', 'pt', 'zh', 'zh-TW']
• Required: Yes

BatchDetectKeyPhrasesResponseTypeDef

ResultList

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.BatchDetectKeyPhrasesItemResultTypeDef]
• Required: Yes

ErrorList

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.BatchItemErrorTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

BatchDetectSentimentItemResultTypeDef

Index

• Type: typing.Optional[int]

Sentiment

• Type: typing.Optional[typing.Literal['MIXED', 'NEGATIVE', 'NEUTRAL', 'POSITIVE']]

SentimentScore

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.SentimentScoreTypeDef]

BatchDetectSentimentRequestRequestTypeDef

TextList

• Type: typing.Sequence[str]
• Required: Yes

LanguageCode

• Type: typing.Literal['ar', 'de', 'en', 'es', 'fr', 'hi', 'it', 'ja', 'ko', 'pt', 'zh', 'zh-TW']
• Required: Yes

BatchDetectSentimentResponseTypeDef

ResultList

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.BatchDetectSentimentItemResultTypeDef]
• Required: Yes

ErrorList

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.BatchItemErrorTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

BatchDetectSyntaxItemResultTypeDef

Index

• Type: typing.Optional[int]

SyntaxTokens

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.comprehend_classes.SyntaxTokenTypeDef]]

BatchDetectSyntaxRequestRequestTypeDef

TextList

• Type: typing.Sequence[str]
• Required: Yes

LanguageCode

• Type: typing.Literal['de', 'en', 'es', 'fr', 'it', 'pt']
• Required: Yes

BatchDetectSyntaxResponseTypeDef

ResultList

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.BatchDetectSyntaxItemResultTypeDef]
• Required: Yes

ErrorList

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.BatchItemErrorTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

BatchDetectTargetedSentimentItemResultTypeDef

Index

• Type: typing.Optional[int]

Entities

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.comprehend_classes.TargetedSentimentEntityTypeDef]]

BatchDetectTargetedSentimentRequestRequestTypeDef

TextList

• Type: typing.Sequence[str]
• Required: Yes

LanguageCode

• Type: typing.Literal['ar', 'de', 'en', 'es', 'fr', 'hi', 'it', 'ja', 'ko', 'pt', 'zh', 'zh-TW']
• Required: Yes

BatchDetectTargetedSentimentResponseTypeDef

ResultList

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.BatchDetectTargetedSentimentItemResultTypeDef]
• Required: Yes

ErrorList

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.BatchItemErrorTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

BatchItemErrorTypeDef

Index

• Type: typing.Optional[int]

ErrorCode

• Type: typing.Optional[str]

ErrorMessage

• Type: typing.Optional[str]

BlockReferenceTypeDef

BlockId

• Type: typing.Optional[str]

BeginOffset

• Type: typing.Optional[int]

EndOffset

• Type: typing.Optional[int]

ChildBlocks

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.comprehend_classes.ChildBlockTypeDef]]

BlockTypeDef

Id

• Type: typing.Optional[str]

BlockType

• Type: typing.Optional[typing.Literal['LINE', 'WORD']]

Text

• Type: typing.Optional[str]

Page

• Type: typing.Optional[int]

Geometry

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.GeometryTypeDef]

Relationships

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.comprehend_classes.RelationshipsListItemTypeDef]]

BoundingBoxTypeDef

Height

• Type: typing.Optional[float]

Left

• Type: typing.Optional[float]

Top

• Type: typing.Optional[float]

Width

• Type: typing.Optional[float]

ChildBlockTypeDef

ChildBlockId

• Type: typing.Optional[str]

BeginOffset

• Type: typing.Optional[int]

EndOffset

• Type: typing.Optional[int]

ClassifierEvaluationMetricsTypeDef

Accuracy

• Type: typing.Optional[float]

Precision

• Type: typing.Optional[float]

Recall

• Type: typing.Optional[float]

F1Score

• Type: typing.Optional[float]

MicroPrecision

• Type: typing.Optional[float]

MicroRecall

• Type: typing.Optional[float]

MicroF1Score

• Type: typing.Optional[float]

HammingLoss

• Type: typing.Optional[float]

ClassifierMetadataTypeDef

NumberOfLabels

• Type: typing.Optional[int]

NumberOfTrainedDocuments

• Type: typing.Optional[int]

NumberOfTestDocuments

• Type: typing.Optional[int]

EvaluationMetrics

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.ClassifierEvaluationMetricsTypeDef]

ClassifyDocumentRequestRequestTypeDef

EndpointArn

• Type:
• Required: Yes

Text

• Type: typing.Optional[str]

Bytes

• Type: typing.Union[str, bytes, typing.IO[typing.Any], NoneType]

DocumentReaderConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.DocumentReaderConfigTypeDef]

ClassifyDocumentResponseTypeDef

Classes

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.DocumentClassTypeDef]
• Required: Yes

Labels

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.DocumentLabelTypeDef]
• Required: Yes

DocumentMetadata

• Type:
• Required: Yes

DocumentType

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.DocumentTypeListItemTypeDef]
• Required: Yes

Errors

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.ErrorsListItemTypeDef]
• Required: Yes

Warnings

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.WarningsListItemTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

ContainsPiiEntitiesRequestRequestTypeDef

Text

• Type:
• Required: Yes

LanguageCode

• Type: typing.Literal['ar', 'de', 'en', 'es', 'fr', 'hi', 'it', 'ja', 'ko', 'pt', 'zh', 'zh-TW']
• Required: Yes

ContainsPiiEntitiesResponseTypeDef

Labels

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.EntityLabelTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateDatasetRequestRequestTypeDef

FlywheelArn

• Type:
• Required: Yes

DatasetName

• Type:
• Required: Yes

InputDataConfig

• Type:
• Required: Yes

DatasetType

• Type: typing.Optional[typing.Literal['TEST', 'TRAIN']]

Description

• Type: typing.Optional[str]

ClientRequestToken

• Type: typing.Optional[str]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.comprehend_classes.TagTypeDef]]

CreateDatasetResponseTypeDef

DatasetArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateDocumentClassifierRequestRequestTypeDef

DocumentClassifierName

• Type:
• Required: Yes

DataAccessRoleArn

• Type:
• Required: Yes

InputDataConfig

• Type:
• Required: Yes

LanguageCode

• Type: typing.Literal['ar', 'de', 'en', 'es', 'fr', 'hi', 'it', 'ja', 'ko', 'pt', 'zh', 'zh-TW']
• Required: Yes

VersionName

• Type: typing.Optional[str]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.comprehend_classes.TagTypeDef]]

OutputDataConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.DocumentClassifierOutputDataConfigTypeDef]

ClientRequestToken

• Type: typing.Optional[str]

VolumeKmsKeyId

• Type: typing.Optional[str]

VpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.VpcConfigTypeDef]

Mode

• Type: typing.Optional[typing.Literal['MULTI_CLASS', 'MULTI_LABEL']]

ModelKmsKeyId

• Type: typing.Optional[str]

ModelPolicy

• Type: typing.Optional[str]

CreateDocumentClassifierResponseTypeDef

DocumentClassifierArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateEndpointRequestRequestTypeDef

EndpointName

• Type:
• Required: Yes

DesiredInferenceUnits

• Type:
• Required: Yes

ModelArn

• Type: typing.Optional[str]

ClientRequestToken

• Type: typing.Optional[str]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.comprehend_classes.TagTypeDef]]

DataAccessRoleArn

• Type: typing.Optional[str]

FlywheelArn

• Type: typing.Optional[str]

CreateEndpointResponseTypeDef

EndpointArn

• Type:
• Required: Yes

ModelArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateEntityRecognizerRequestRequestTypeDef

RecognizerName

• Type:
• Required: Yes

DataAccessRoleArn

• Type:
• Required: Yes

InputDataConfig

• Type:
• Required: Yes

LanguageCode

• Type: typing.Literal['ar', 'de', 'en', 'es', 'fr', 'hi', 'it', 'ja', 'ko', 'pt', 'zh', 'zh-TW']
• Required: Yes

VersionName

• Type: typing.Optional[str]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.comprehend_classes.TagTypeDef]]

ClientRequestToken

• Type: typing.Optional[str]

VolumeKmsKeyId

• Type: typing.Optional[str]

VpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.VpcConfigTypeDef]

ModelKmsKeyId

• Type: typing.Optional[str]

ModelPolicy

• Type: typing.Optional[str]

CreateEntityRecognizerResponseTypeDef

EntityRecognizerArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateFlywheelRequestRequestTypeDef

FlywheelName

• Type:
• Required: Yes

DataAccessRoleArn

• Type:
• Required: Yes

DataLakeS3Uri

• Type:
• Required: Yes

ActiveModelArn

• Type: typing.Optional[str]

TaskConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.TaskConfigTypeDef]

ModelType

• Type: typing.Optional[typing.Literal['DOCUMENT_CLASSIFIER', 'ENTITY_RECOGNIZER']]

DataSecurityConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.DataSecurityConfigTypeDef]

ClientRequestToken

• Type: typing.Optional[str]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.comprehend_classes.TagTypeDef]]

CreateFlywheelResponseTypeDef

FlywheelArn

• Type:
• Required: Yes

ActiveModelArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DataSecurityConfigTypeDef

ModelKmsKeyId

• Type: typing.Optional[str]

VolumeKmsKeyId

• Type: typing.Optional[str]

DataLakeKmsKeyId

• Type: typing.Optional[str]

VpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.VpcConfigTypeDef]

DatasetAugmentedManifestsListItemTypeDef

AttributeNames

• Type: typing.Sequence[str]
• Required: Yes

S3Uri

• Type:
• Required: Yes

AnnotationDataS3Uri

• Type: typing.Optional[str]

SourceDocumentsS3Uri

• Type: typing.Optional[str]

DocumentType

• Type: typing.Optional[typing.Literal['PLAIN_TEXT_DOCUMENT', 'SEMI_STRUCTURED_DOCUMENT']]

DatasetDocumentClassifierInputDataConfigTypeDef

S3Uri

• Type:
• Required: Yes

LabelDelimiter

• Type: typing.Optional[str]

DatasetEntityRecognizerAnnotationsTypeDef

S3Uri

• Type:
• Required: Yes

DatasetEntityRecognizerDocumentsTypeDef

S3Uri

• Type:
• Required: Yes

InputFormat

• Type: typing.Optional[typing.Literal['ONE_DOC_PER_FILE', 'ONE_DOC_PER_LINE']]

DatasetEntityRecognizerEntityListTypeDef

S3Uri

• Type:
• Required: Yes

DatasetEntityRecognizerInputDataConfigTypeDef

Documents

• Type:
• Required: Yes

Annotations

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.DatasetEntityRecognizerAnnotationsTypeDef]

EntityList

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.DatasetEntityRecognizerEntityListTypeDef]

DatasetFilterTypeDef

Status

• Type: typing.Optional[typing.Literal['COMPLETED', 'CREATING', 'FAILED']]

DatasetType

• Type: typing.Optional[typing.Literal['TEST', 'TRAIN']]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

DatasetInputDataConfigTypeDef

AugmentedManifests

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.comprehend_classes.DatasetAugmentedManifestsListItemTypeDef]]

DataFormat

• Type: typing.Optional[typing.Literal['AUGMENTED_MANIFEST', 'COMPREHEND_CSV']]

DocumentClassifierInputDataConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.DatasetDocumentClassifierInputDataConfigTypeDef]

EntityRecognizerInputDataConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.DatasetEntityRecognizerInputDataConfigTypeDef]

DatasetPropertiesTypeDef

DatasetArn

• Type: typing.Optional[str]

DatasetName

• Type: typing.Optional[str]

DatasetType

• Type: typing.Optional[typing.Literal['TEST', 'TRAIN']]

DatasetS3Uri

• Type: typing.Optional[str]

Description

• Type: typing.Optional[str]

Status

• Type: typing.Optional[typing.Literal['COMPLETED', 'CREATING', 'FAILED']]

Message

• Type: typing.Optional[str]

NumberOfDocuments

• Type: typing.Optional[int]

CreationTime

• Type: typing.Optional[datetime.datetime]

EndTime

• Type: typing.Optional[datetime.datetime]

DeleteDocumentClassifierRequestRequestTypeDef

DocumentClassifierArn

• Type:
• Required: Yes

DeleteEndpointRequestRequestTypeDef

EndpointArn

• Type:
• Required: Yes

DeleteEntityRecognizerRequestRequestTypeDef

EntityRecognizerArn

• Type:
• Required: Yes

DeleteFlywheelRequestRequestTypeDef

FlywheelArn

• Type:
• Required: Yes

DeleteResourcePolicyRequestRequestTypeDef

ResourceArn

• Type:
• Required: Yes

PolicyRevisionId

• Type: typing.Optional[str]

DescribeDatasetRequestRequestTypeDef

DatasetArn

• Type:
• Required: Yes

DescribeDatasetResponseTypeDef

DatasetProperties

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeDocumentClassificationJobRequestRequestTypeDef

JobId

• Type:
• Required: Yes

DescribeDocumentClassificationJobResponseTypeDef

DocumentClassificationJobProperties

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeDocumentClassifierRequestRequestTypeDef

DocumentClassifierArn

• Type:
• Required: Yes

DescribeDocumentClassifierResponseTypeDef

DocumentClassifierProperties

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeDominantLanguageDetectionJobRequestRequestTypeDef

JobId

• Type:
• Required: Yes

DescribeDominantLanguageDetectionJobResponseTypeDef

DominantLanguageDetectionJobProperties

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeEndpointRequestRequestTypeDef

EndpointArn

• Type:
• Required: Yes

DescribeEndpointResponseTypeDef

EndpointProperties

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeEntitiesDetectionJobRequestRequestTypeDef

JobId

• Type:
• Required: Yes

DescribeEntitiesDetectionJobResponseTypeDef

EntitiesDetectionJobProperties

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeEntityRecognizerRequestRequestTypeDef

EntityRecognizerArn

• Type:
• Required: Yes

DescribeEntityRecognizerResponseTypeDef

EntityRecognizerProperties

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeEventsDetectionJobRequestRequestTypeDef

JobId

• Type:
• Required: Yes

DescribeEventsDetectionJobResponseTypeDef

EventsDetectionJobProperties

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeFlywheelIterationRequestRequestTypeDef

FlywheelArn

• Type:
• Required: Yes

FlywheelIterationId

• Type:
• Required: Yes

DescribeFlywheelIterationResponseTypeDef

FlywheelIterationProperties

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeFlywheelRequestRequestTypeDef

FlywheelArn

• Type:
• Required: Yes

DescribeFlywheelResponseTypeDef

FlywheelProperties

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeKeyPhrasesDetectionJobRequestRequestTypeDef

JobId

• Type:
• Required: Yes

DescribeKeyPhrasesDetectionJobResponseTypeDef

KeyPhrasesDetectionJobProperties

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribePiiEntitiesDetectionJobRequestRequestTypeDef

JobId

• Type:
• Required: Yes

DescribePiiEntitiesDetectionJobResponseTypeDef

PiiEntitiesDetectionJobProperties

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeResourcePolicyRequestRequestTypeDef

ResourceArn

• Type:
• Required: Yes

DescribeResourcePolicyResponseTypeDef

ResourcePolicy

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

PolicyRevisionId

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeSentimentDetectionJobRequestRequestTypeDef

JobId

• Type:
• Required: Yes

DescribeSentimentDetectionJobResponseTypeDef

SentimentDetectionJobProperties

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeTargetedSentimentDetectionJobRequestRequestTypeDef

JobId

• Type:
• Required: Yes

DescribeTargetedSentimentDetectionJobResponseTypeDef

TargetedSentimentDetectionJobProperties

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeTopicsDetectionJobRequestRequestTypeDef

JobId

• Type:
• Required: Yes

DescribeTopicsDetectionJobResponseTypeDef

TopicsDetectionJobProperties

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DetectDominantLanguageRequestRequestTypeDef

Text

• Type:
• Required: Yes

DetectDominantLanguageResponseTypeDef

Languages

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.DominantLanguageTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DetectEntitiesRequestRequestTypeDef

Text

• Type: typing.Optional[str]

LanguageCode

• Type: typing.Optional[typing.Literal['ar', 'de', 'en', 'es', 'fr', 'hi', 'it', 'ja', 'ko', 'pt', 'zh', 'zh-TW']]

EndpointArn

• Type: typing.Optional[str]

Bytes

• Type: typing.Union[str, bytes, typing.IO[typing.Any], NoneType]

DocumentReaderConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.DocumentReaderConfigTypeDef]

DetectEntitiesResponseTypeDef

Entities

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.EntityTypeDef]
• Required: Yes

DocumentMetadata

• Type:
• Required: Yes

DocumentType

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.DocumentTypeListItemTypeDef]
• Required: Yes

Blocks

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.BlockTypeDef]
• Required: Yes

Errors

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.ErrorsListItemTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DetectKeyPhrasesRequestRequestTypeDef

Text

• Type:
• Required: Yes

LanguageCode

• Type: typing.Literal['ar', 'de', 'en', 'es', 'fr', 'hi', 'it', 'ja', 'ko', 'pt', 'zh', 'zh-TW']
• Required: Yes

DetectKeyPhrasesResponseTypeDef

KeyPhrases

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.KeyPhraseTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DetectPiiEntitiesRequestRequestTypeDef

Text

• Type:
• Required: Yes

LanguageCode

• Type: typing.Literal['ar', 'de', 'en', 'es', 'fr', 'hi', 'it', 'ja', 'ko', 'pt', 'zh', 'zh-TW']
• Required: Yes

DetectPiiEntitiesResponseTypeDef

Entities

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.PiiEntityTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DetectSentimentRequestRequestTypeDef

Text

• Type:
• Required: Yes

LanguageCode

• Type: typing.Literal['ar', 'de', 'en', 'es', 'fr', 'hi', 'it', 'ja', 'ko', 'pt', 'zh', 'zh-TW']
• Required: Yes

DetectSentimentResponseTypeDef

Sentiment

• Type: typing.Literal['MIXED', 'NEGATIVE', 'NEUTRAL', 'POSITIVE']
• Required: Yes

SentimentScore

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DetectSyntaxRequestRequestTypeDef

Text

• Type:
• Required: Yes

LanguageCode

• Type: typing.Literal['de', 'en', 'es', 'fr', 'it', 'pt']
• Required: Yes

DetectSyntaxResponseTypeDef

SyntaxTokens

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.SyntaxTokenTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DetectTargetedSentimentRequestRequestTypeDef

Text

• Type:
• Required: Yes

LanguageCode

• Type: typing.Literal['ar', 'de', 'en', 'es', 'fr', 'hi', 'it', 'ja', 'ko', 'pt', 'zh', 'zh-TW']
• Required: Yes

DetectTargetedSentimentResponseTypeDef

Entities

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.TargetedSentimentEntityTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DetectToxicContentRequestRequestTypeDef

TextSegments

• Type: typing.Sequence[aws_resource_validator.pydantic_models.comprehend_classes.TextSegmentTypeDef]
• Required: Yes

LanguageCode

• Type: typing.Literal['ar', 'de', 'en', 'es', 'fr', 'hi', 'it', 'ja', 'ko', 'pt', 'zh', 'zh-TW']
• Required: Yes

DetectToxicContentResponseTypeDef

ResultList

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.ToxicLabelsTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DocumentClassTypeDef

Name

• Type: typing.Optional[str]

Score

• Type: typing.Optional[float]

Page

• Type: typing.Optional[int]

DocumentClassificationConfigTypeDef

Mode

• Type: typing.Literal['MULTI_CLASS', 'MULTI_LABEL']
• Required: Yes

Labels

• Type: typing.Optional[typing.Sequence[str]]

DocumentClassificationJobFilterTypeDef

JobName

• Type: typing.Optional[str]

JobStatus

• Type: typing.Optional[typing.Literal['COMPLETED', 'FAILED', 'IN_PROGRESS', 'STOPPED', 'STOP_REQUESTED', 'SUBMITTED']]

SubmitTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

SubmitTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

DocumentClassificationJobPropertiesPaginatorTypeDef

JobId

• Type: typing.Optional[str]

JobArn

• Type: typing.Optional[str]

JobName

• Type: typing.Optional[str]

JobStatus

• Type: typing.Optional[typing.Literal['COMPLETED', 'FAILED', 'IN_PROGRESS', 'STOPPED', 'STOP_REQUESTED', 'SUBMITTED']]

Message

• Type: typing.Optional[str]

SubmitTime

• Type: typing.Optional[datetime.datetime]

EndTime

• Type: typing.Optional[datetime.datetime]

DocumentClassifierArn

• Type: typing.Optional[str]

InputDataConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.InputDataConfigPaginatorTypeDef]

OutputDataConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.OutputDataConfigTypeDef]

DataAccessRoleArn

• Type: typing.Optional[str]

VolumeKmsKeyId

• Type: typing.Optional[str]

VpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.VpcConfigPaginatorTypeDef]

FlywheelArn

• Type: typing.Optional[str]

DocumentClassificationJobPropertiesTypeDef

JobId

• Type: typing.Optional[str]

JobArn

• Type: typing.Optional[str]

JobName

• Type: typing.Optional[str]

JobStatus

• Type: typing.Optional[typing.Literal['COMPLETED', 'FAILED', 'IN_PROGRESS', 'STOPPED', 'STOP_REQUESTED', 'SUBMITTED']]

Message

• Type: typing.Optional[str]

SubmitTime

• Type: typing.Optional[datetime.datetime]

EndTime

• Type: typing.Optional[datetime.datetime]

DocumentClassifierArn

• Type: typing.Optional[str]

InputDataConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.InputDataConfigTypeDef]

OutputDataConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.OutputDataConfigTypeDef]

DataAccessRoleArn

• Type: typing.Optional[str]

VolumeKmsKeyId

• Type: typing.Optional[str]

VpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.VpcConfigTypeDef]

FlywheelArn

• Type: typing.Optional[str]

DocumentClassifierDocumentsTypeDef

S3Uri

• Type:
• Required: Yes

TestS3Uri

• Type: typing.Optional[str]

DocumentClassifierFilterTypeDef

Status

• Type: typing.Optional[typing.Literal['DELETING', 'IN_ERROR', 'STOPPED', 'STOP_REQUESTED', 'SUBMITTED', 'TRAINED', 'TRAINED_WITH_WARNING', 'TRAINING']]

DocumentClassifierName

• Type: typing.Optional[str]

SubmitTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

SubmitTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

DocumentClassifierInputDataConfigPaginatorTypeDef

DataFormat

• Type: typing.Optional[typing.Literal['AUGMENTED_MANIFEST', 'COMPREHEND_CSV']]

S3Uri

• Type: typing.Optional[str]

TestS3Uri

• Type: typing.Optional[str]

LabelDelimiter

• Type: typing.Optional[str]

AugmentedManifests

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.comprehend_classes.AugmentedManifestsListItemPaginatorTypeDef]]

DocumentType

• Type: typing.Optional[typing.Literal['PLAIN_TEXT_DOCUMENT', 'SEMI_STRUCTURED_DOCUMENT']]

Documents

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.DocumentClassifierDocumentsTypeDef]

DocumentReaderConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.DocumentReaderConfigPaginatorTypeDef]

DocumentClassifierInputDataConfigTypeDef

DataFormat

• Type: typing.Optional[typing.Literal['AUGMENTED_MANIFEST', 'COMPREHEND_CSV']]

S3Uri

• Type: typing.Optional[str]

TestS3Uri

• Type: typing.Optional[str]

LabelDelimiter

• Type: typing.Optional[str]

AugmentedManifests

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.comprehend_classes.AugmentedManifestsListItemTypeDef]]

DocumentType

• Type: typing.Optional[typing.Literal['PLAIN_TEXT_DOCUMENT', 'SEMI_STRUCTURED_DOCUMENT']]

Documents

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.DocumentClassifierDocumentsTypeDef]

DocumentReaderConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.DocumentReaderConfigTypeDef]

DocumentClassifierOutputDataConfigTypeDef

S3Uri

• Type: typing.Optional[str]

KmsKeyId

• Type: typing.Optional[str]

FlywheelStatsS3Prefix

• Type: typing.Optional[str]

DocumentClassifierPropertiesPaginatorTypeDef

DocumentClassifierArn

• Type: typing.Optional[str]

LanguageCode

• Type: typing.Optional[typing.Literal['ar', 'de', 'en', 'es', 'fr', 'hi', 'it', 'ja', 'ko', 'pt', 'zh', 'zh-TW']]

Status

• Type: typing.Optional[typing.Literal['DELETING', 'IN_ERROR', 'STOPPED', 'STOP_REQUESTED', 'SUBMITTED', 'TRAINED', 'TRAINED_WITH_WARNING', 'TRAINING']]

Message

• Type: typing.Optional[str]

SubmitTime

• Type: typing.Optional[datetime.datetime]

EndTime

• Type: typing.Optional[datetime.datetime]

TrainingStartTime

• Type: typing.Optional[datetime.datetime]

TrainingEndTime

• Type: typing.Optional[datetime.datetime]

InputDataConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.DocumentClassifierInputDataConfigPaginatorTypeDef]

OutputDataConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.DocumentClassifierOutputDataConfigTypeDef]

ClassifierMetadata

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.ClassifierMetadataTypeDef]

DataAccessRoleArn

• Type: typing.Optional[str]

VolumeKmsKeyId

• Type: typing.Optional[str]

VpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.VpcConfigPaginatorTypeDef]

Mode

• Type: typing.Optional[typing.Literal['MULTI_CLASS', 'MULTI_LABEL']]

ModelKmsKeyId

• Type: typing.Optional[str]

VersionName

• Type: typing.Optional[str]

SourceModelArn

• Type: typing.Optional[str]

FlywheelArn

• Type: typing.Optional[str]

DocumentClassifierPropertiesTypeDef

DocumentClassifierArn

• Type: typing.Optional[str]

LanguageCode

• Type: typing.Optional[typing.Literal['ar', 'de', 'en', 'es', 'fr', 'hi', 'it', 'ja', 'ko', 'pt', 'zh', 'zh-TW']]

Status

• Type: typing.Optional[typing.Literal['DELETING', 'IN_ERROR', 'STOPPED', 'STOP_REQUESTED', 'SUBMITTED', 'TRAINED', 'TRAINED_WITH_WARNING', 'TRAINING']]

Message

• Type: typing.Optional[str]

SubmitTime

• Type: typing.Optional[datetime.datetime]

EndTime

• Type: typing.Optional[datetime.datetime]

TrainingStartTime

• Type: typing.Optional[datetime.datetime]

TrainingEndTime

• Type: typing.Optional[datetime.datetime]

InputDataConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.DocumentClassifierInputDataConfigTypeDef]

OutputDataConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.DocumentClassifierOutputDataConfigTypeDef]

ClassifierMetadata

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.ClassifierMetadataTypeDef]

DataAccessRoleArn

• Type: typing.Optional[str]

VolumeKmsKeyId

• Type: typing.Optional[str]

VpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.VpcConfigTypeDef]

Mode

• Type: typing.Optional[typing.Literal['MULTI_CLASS', 'MULTI_LABEL']]

ModelKmsKeyId

• Type: typing.Optional[str]

VersionName

• Type: typing.Optional[str]

SourceModelArn

• Type: typing.Optional[str]

FlywheelArn

• Type: typing.Optional[str]

DocumentClassifierSummaryTypeDef

DocumentClassifierName

• Type: typing.Optional[str]

NumberOfVersions

• Type: typing.Optional[int]

LatestVersionCreatedAt

• Type: typing.Optional[datetime.datetime]

LatestVersionName

• Type: typing.Optional[str]

LatestVersionStatus

• Type: typing.Optional[typing.Literal['DELETING', 'IN_ERROR', 'STOPPED', 'STOP_REQUESTED', 'SUBMITTED', 'TRAINED', 'TRAINED_WITH_WARNING', 'TRAINING']]

DocumentLabelTypeDef

Name

• Type: typing.Optional[str]

Score

• Type: typing.Optional[float]

Page

• Type: typing.Optional[int]

DocumentMetadataTypeDef

Pages

• Type: typing.Optional[int]

ExtractedCharacters

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.comprehend_classes.ExtractedCharactersListItemTypeDef]]

DocumentReaderConfigPaginatorTypeDef

DocumentReadAction

• Type: typing.Literal['TEXTRACT_ANALYZE_DOCUMENT', 'TEXTRACT_DETECT_DOCUMENT_TEXT']
• Required: Yes

DocumentReadMode

• Type: typing.Optional[typing.Literal['FORCE_DOCUMENT_READ_ACTION', 'SERVICE_DEFAULT']]

FeatureTypes

• Type: typing.Optional[typing.List[typing.Literal['FORMS', 'TABLES']]]

DocumentReaderConfigTypeDef

DocumentReadAction

• Type: typing.Literal['TEXTRACT_ANALYZE_DOCUMENT', 'TEXTRACT_DETECT_DOCUMENT_TEXT']
• Required: Yes

DocumentReadMode

• Type: typing.Optional[typing.Literal['FORCE_DOCUMENT_READ_ACTION', 'SERVICE_DEFAULT']]

FeatureTypes

• Type: typing.Optional[typing.Sequence[typing.Literal['FORMS', 'TABLES']]]

DocumentTypeListItemTypeDef

Page

• Type: typing.Optional[int]

Type

• Type: typing.Optional[typing.Literal['IMAGE', 'MS_WORD', 'NATIVE_PDF', 'PLAIN_TEXT', 'SCANNED_PDF', 'TEXTRACT_ANALYZE_DOCUMENT_JSON', 'TEXTRACT_DETECT_DOCUMENT_TEXT_JSON']]

DominantLanguageDetectionJobFilterTypeDef

JobName

• Type: typing.Optional[str]

JobStatus

• Type: typing.Optional[typing.Literal['COMPLETED', 'FAILED', 'IN_PROGRESS', 'STOPPED', 'STOP_REQUESTED', 'SUBMITTED']]

SubmitTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

SubmitTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

DominantLanguageDetectionJobPropertiesPaginatorTypeDef

JobId

• Type: typing.Optional[str]

JobArn

• Type: typing.Optional[str]

JobName

• Type: typing.Optional[str]

JobStatus

• Type: typing.Optional[typing.Literal['COMPLETED', 'FAILED', 'IN_PROGRESS', 'STOPPED', 'STOP_REQUESTED', 'SUBMITTED']]

Message

• Type: typing.Optional[str]

SubmitTime

• Type: typing.Optional[datetime.datetime]

EndTime

• Type: typing.Optional[datetime.datetime]

InputDataConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.InputDataConfigPaginatorTypeDef]

OutputDataConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.OutputDataConfigTypeDef]

DataAccessRoleArn

• Type: typing.Optional[str]

VolumeKmsKeyId

• Type: typing.Optional[str]

VpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.VpcConfigPaginatorTypeDef]

DominantLanguageDetectionJobPropertiesTypeDef

JobId

• Type: typing.Optional[str]

JobArn

• Type: typing.Optional[str]

JobName

• Type: typing.Optional[str]

JobStatus

• Type: typing.Optional[typing.Literal['COMPLETED', 'FAILED', 'IN_PROGRESS', 'STOPPED', 'STOP_REQUESTED', 'SUBMITTED']]

Message

• Type: typing.Optional[str]

SubmitTime

• Type: typing.Optional[datetime.datetime]

EndTime

• Type: typing.Optional[datetime.datetime]

InputDataConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.InputDataConfigTypeDef]

OutputDataConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.OutputDataConfigTypeDef]

DataAccessRoleArn

• Type: typing.Optional[str]

VolumeKmsKeyId

• Type: typing.Optional[str]

VpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.VpcConfigTypeDef]

DominantLanguageTypeDef

LanguageCode

• Type: typing.Optional[str]

Score

• Type: typing.Optional[float]

EndpointFilterTypeDef

ModelArn

• Type: typing.Optional[str]

Status

• Type: typing.Optional[typing.Literal['CREATING', 'DELETING', 'FAILED', 'IN_SERVICE', 'UPDATING']]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

EndpointPropertiesTypeDef

EndpointArn

• Type: typing.Optional[str]

Status

• Type: typing.Optional[typing.Literal['CREATING', 'DELETING', 'FAILED', 'IN_SERVICE', 'UPDATING']]

Message

• Type: typing.Optional[str]

ModelArn

• Type: typing.Optional[str]

DesiredModelArn

• Type: typing.Optional[str]

DesiredInferenceUnits

• Type: typing.Optional[int]

CurrentInferenceUnits

• Type: typing.Optional[int]

CreationTime

• Type: typing.Optional[datetime.datetime]

LastModifiedTime

• Type: typing.Optional[datetime.datetime]

DataAccessRoleArn

• Type: typing.Optional[str]

DesiredDataAccessRoleArn

• Type: typing.Optional[str]

FlywheelArn

• Type: typing.Optional[str]

EntitiesDetectionJobFilterTypeDef

JobName

• Type: typing.Optional[str]

JobStatus

• Type: typing.Optional[typing.Literal['COMPLETED', 'FAILED', 'IN_PROGRESS', 'STOPPED', 'STOP_REQUESTED', 'SUBMITTED']]

SubmitTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

SubmitTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

EntitiesDetectionJobPropertiesPaginatorTypeDef

JobId

• Type: typing.Optional[str]

JobArn

• Type: typing.Optional[str]

JobName

• Type: typing.Optional[str]

JobStatus

• Type: typing.Optional[typing.Literal['COMPLETED', 'FAILED', 'IN_PROGRESS', 'STOPPED', 'STOP_REQUESTED', 'SUBMITTED']]

Message

• Type: typing.Optional[str]

SubmitTime

• Type: typing.Optional[datetime.datetime]

EndTime

• Type: typing.Optional[datetime.datetime]

EntityRecognizerArn

• Type: typing.Optional[str]

InputDataConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.InputDataConfigPaginatorTypeDef]

OutputDataConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.OutputDataConfigTypeDef]

LanguageCode

• Type: typing.Optional[typing.Literal['ar', 'de', 'en', 'es', 'fr', 'hi', 'it', 'ja', 'ko', 'pt', 'zh', 'zh-TW']]

DataAccessRoleArn

• Type: typing.Optional[str]

VolumeKmsKeyId

• Type: typing.Optional[str]

VpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.VpcConfigPaginatorTypeDef]

FlywheelArn

• Type: typing.Optional[str]

EntitiesDetectionJobPropertiesTypeDef

JobId

• Type: typing.Optional[str]

JobArn

• Type: typing.Optional[str]

JobName

• Type: typing.Optional[str]

JobStatus

• Type: typing.Optional[typing.Literal['COMPLETED', 'FAILED', 'IN_PROGRESS', 'STOPPED', 'STOP_REQUESTED', 'SUBMITTED']]

Message

• Type: typing.Optional[str]

SubmitTime

• Type: typing.Optional[datetime.datetime]

EndTime

• Type: typing.Optional[datetime.datetime]

EntityRecognizerArn

• Type: typing.Optional[str]

InputDataConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.InputDataConfigTypeDef]

OutputDataConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.OutputDataConfigTypeDef]

LanguageCode

• Type: typing.Optional[typing.Literal['ar', 'de', 'en', 'es', 'fr', 'hi', 'it', 'ja', 'ko', 'pt', 'zh', 'zh-TW']]

DataAccessRoleArn

• Type: typing.Optional[str]

VolumeKmsKeyId

• Type: typing.Optional[str]

VpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.VpcConfigTypeDef]

FlywheelArn

• Type: typing.Optional[str]

EntityLabelTypeDef

Name

• Type: typing.Optional[typing.Literal['ADDRESS', 'AGE', 'ALL', 'AWS_ACCESS_KEY', 'AWS_SECRET_KEY', 'BANK_ACCOUNT_NUMBER', 'BANK_ROUTING', 'CA_HEALTH_NUMBER', 'CA_SOCIAL_INSURANCE_NUMBER', 'CREDIT_DEBIT_CVV', 'CREDIT_DEBIT_EXPIRY', 'CREDIT_DEBIT_NUMBER', 'DATE_TIME', 'DRIVER_ID', 'EMAIL', 'INTERNATIONAL_BANK_ACCOUNT_NUMBER', 'IN_AADHAAR', 'IN_NREGA', 'IN_PERMANENT_ACCOUNT_NUMBER', 'IN_VOTER_NUMBER', 'IP_ADDRESS', 'LICENSE_PLATE', 'MAC_ADDRESS', 'NAME', 'PASSPORT_NUMBER', 'PASSWORD', 'PHONE', 'PIN', 'SSN', 'SWIFT_CODE', 'UK_NATIONAL_HEALTH_SERVICE_NUMBER', 'UK_NATIONAL_INSURANCE_NUMBER', 'UK_UNIQUE_TAXPAYER_REFERENCE_NUMBER', 'URL', 'USERNAME', 'US_INDIVIDUAL_TAX_IDENTIFICATION_NUMBER', 'VEHICLE_IDENTIFICATION_NUMBER']]

Score

• Type: typing.Optional[float]

EntityRecognitionConfigTypeDef

EntityTypes

• Type: typing.Sequence[aws_resource_validator.pydantic_models.comprehend_classes.EntityTypesListItemTypeDef]
• Required: Yes

EntityRecognizerAnnotationsTypeDef

S3Uri

• Type:
• Required: Yes

TestS3Uri

• Type: typing.Optional[str]

EntityRecognizerDocumentsTypeDef

S3Uri

• Type:
• Required: Yes

TestS3Uri

• Type: typing.Optional[str]

InputFormat

• Type: typing.Optional[typing.Literal['ONE_DOC_PER_FILE', 'ONE_DOC_PER_LINE']]

EntityRecognizerEntityListTypeDef

S3Uri

• Type:
• Required: Yes

EntityRecognizerEvaluationMetricsTypeDef

Precision

• Type: typing.Optional[float]

Recall

• Type: typing.Optional[float]

F1Score

• Type: typing.Optional[float]

EntityRecognizerFilterTypeDef

Status

• Type: typing.Optional[typing.Literal['DELETING', 'IN_ERROR', 'STOPPED', 'STOP_REQUESTED', 'SUBMITTED', 'TRAINED', 'TRAINED_WITH_WARNING', 'TRAINING']]

RecognizerName

• Type: typing.Optional[str]

SubmitTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

SubmitTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

EntityRecognizerInputDataConfigPaginatorTypeDef

EntityTypes

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.EntityTypesListItemTypeDef]
• Required: Yes

DataFormat

• Type: typing.Optional[typing.Literal['AUGMENTED_MANIFEST', 'COMPREHEND_CSV']]

Documents

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.EntityRecognizerDocumentsTypeDef]

Annotations

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.EntityRecognizerAnnotationsTypeDef]

EntityList

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.EntityRecognizerEntityListTypeDef]

AugmentedManifests

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.comprehend_classes.AugmentedManifestsListItemPaginatorTypeDef]]

EntityRecognizerInputDataConfigTypeDef

EntityTypes

• Type: typing.Sequence[aws_resource_validator.pydantic_models.comprehend_classes.EntityTypesListItemTypeDef]
• Required: Yes

DataFormat

• Type: typing.Optional[typing.Literal['AUGMENTED_MANIFEST', 'COMPREHEND_CSV']]

Documents

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.EntityRecognizerDocumentsTypeDef]

Annotations

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.EntityRecognizerAnnotationsTypeDef]

EntityList

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.EntityRecognizerEntityListTypeDef]

AugmentedManifests

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.comprehend_classes.AugmentedManifestsListItemTypeDef]]

EntityRecognizerMetadataEntityTypesListItemTypeDef

Type

• Type: typing.Optional[str]

EvaluationMetrics

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.EntityTypesEvaluationMetricsTypeDef]

NumberOfTrainMentions

• Type: typing.Optional[int]

EntityRecognizerMetadataTypeDef

NumberOfTrainedDocuments

• Type: typing.Optional[int]

NumberOfTestDocuments

• Type: typing.Optional[int]

EvaluationMetrics

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.EntityRecognizerEvaluationMetricsTypeDef]

EntityTypes

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.comprehend_classes.EntityRecognizerMetadataEntityTypesListItemTypeDef]]

EntityRecognizerOutputDataConfigTypeDef

FlywheelStatsS3Prefix

• Type: typing.Optional[str]

EntityRecognizerPropertiesPaginatorTypeDef

EntityRecognizerArn

• Type: typing.Optional[str]

LanguageCode

• Type: typing.Optional[typing.Literal['ar', 'de', 'en', 'es', 'fr', 'hi', 'it', 'ja', 'ko', 'pt', 'zh', 'zh-TW']]

Status

• Type: typing.Optional[typing.Literal['DELETING', 'IN_ERROR', 'STOPPED', 'STOP_REQUESTED', 'SUBMITTED', 'TRAINED', 'TRAINED_WITH_WARNING', 'TRAINING']]

Message

• Type: typing.Optional[str]

SubmitTime

• Type: typing.Optional[datetime.datetime]

EndTime

• Type: typing.Optional[datetime.datetime]

TrainingStartTime

• Type: typing.Optional[datetime.datetime]

TrainingEndTime

• Type: typing.Optional[datetime.datetime]

InputDataConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.EntityRecognizerInputDataConfigPaginatorTypeDef]

RecognizerMetadata

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.EntityRecognizerMetadataTypeDef]

DataAccessRoleArn

• Type: typing.Optional[str]

VolumeKmsKeyId

• Type: typing.Optional[str]

VpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.VpcConfigPaginatorTypeDef]

ModelKmsKeyId

• Type: typing.Optional[str]

VersionName

• Type: typing.Optional[str]

SourceModelArn

• Type: typing.Optional[str]

FlywheelArn

• Type: typing.Optional[str]

OutputDataConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.EntityRecognizerOutputDataConfigTypeDef]

EntityRecognizerPropertiesTypeDef

EntityRecognizerArn

• Type: typing.Optional[str]

LanguageCode

• Type: typing.Optional[typing.Literal['ar', 'de', 'en', 'es', 'fr', 'hi', 'it', 'ja', 'ko', 'pt', 'zh', 'zh-TW']]

Status

• Type: typing.Optional[typing.Literal['DELETING', 'IN_ERROR', 'STOPPED', 'STOP_REQUESTED', 'SUBMITTED', 'TRAINED', 'TRAINED_WITH_WARNING', 'TRAINING']]

Message

• Type: typing.Optional[str]

SubmitTime

• Type: typing.Optional[datetime.datetime]

EndTime

• Type: typing.Optional[datetime.datetime]

TrainingStartTime

• Type: typing.Optional[datetime.datetime]

TrainingEndTime

• Type: typing.Optional[datetime.datetime]

InputDataConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.EntityRecognizerInputDataConfigTypeDef]

RecognizerMetadata

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.EntityRecognizerMetadataTypeDef]

DataAccessRoleArn

• Type: typing.Optional[str]

VolumeKmsKeyId

• Type: typing.Optional[str]

VpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.VpcConfigTypeDef]

ModelKmsKeyId

• Type: typing.Optional[str]

VersionName

• Type: typing.Optional[str]

SourceModelArn

• Type: typing.Optional[str]

FlywheelArn

• Type: typing.Optional[str]

OutputDataConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.EntityRecognizerOutputDataConfigTypeDef]

EntityRecognizerSummaryTypeDef

RecognizerName

• Type: typing.Optional[str]

NumberOfVersions

• Type: typing.Optional[int]

LatestVersionCreatedAt

• Type: typing.Optional[datetime.datetime]

LatestVersionName

• Type: typing.Optional[str]

LatestVersionStatus

• Type: typing.Optional[typing.Literal['DELETING', 'IN_ERROR', 'STOPPED', 'STOP_REQUESTED', 'SUBMITTED', 'TRAINED', 'TRAINED_WITH_WARNING', 'TRAINING']]

EntityTypeDef

Score

• Type: typing.Optional[float]

Type

• Type: typing.Optional[typing.Literal['COMMERCIAL_ITEM', 'DATE', 'EVENT', 'LOCATION', 'ORGANIZATION', 'OTHER', 'PERSON', 'QUANTITY', 'TITLE']]

Text

• Type: typing.Optional[str]

BeginOffset

• Type: typing.Optional[int]

EndOffset

• Type: typing.Optional[int]

BlockReferences

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.comprehend_classes.BlockReferenceTypeDef]]

EntityTypesEvaluationMetricsTypeDef

Precision

• Type: typing.Optional[float]

Recall

• Type: typing.Optional[float]

F1Score

• Type: typing.Optional[float]

EntityTypesListItemTypeDef

Type

• Type:
• Required: Yes

ErrorsListItemTypeDef

Page

• Type: typing.Optional[int]

ErrorCode

• Type: typing.Optional[typing.Literal['INTERNAL_SERVER_ERROR', 'PAGE_CHARACTERS_EXCEEDED', 'PAGE_SIZE_EXCEEDED', 'TEXTRACT_BAD_PAGE', 'TEXTRACT_PROVISIONED_THROUGHPUT_EXCEEDED']]

ErrorMessage

• Type: typing.Optional[str]

EventsDetectionJobFilterTypeDef

JobName

• Type: typing.Optional[str]

JobStatus

• Type: typing.Optional[typing.Literal['COMPLETED', 'FAILED', 'IN_PROGRESS', 'STOPPED', 'STOP_REQUESTED', 'SUBMITTED']]

SubmitTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

SubmitTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

EventsDetectionJobPropertiesTypeDef

JobId

• Type: typing.Optional[str]

JobArn

• Type: typing.Optional[str]

JobName

• Type: typing.Optional[str]

JobStatus

• Type: typing.Optional[typing.Literal['COMPLETED', 'FAILED', 'IN_PROGRESS', 'STOPPED', 'STOP_REQUESTED', 'SUBMITTED']]

Message

• Type: typing.Optional[str]

SubmitTime

• Type: typing.Optional[datetime.datetime]

EndTime

• Type: typing.Optional[datetime.datetime]

InputDataConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.InputDataConfigTypeDef]

OutputDataConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.OutputDataConfigTypeDef]

LanguageCode

• Type: typing.Optional[typing.Literal['ar', 'de', 'en', 'es', 'fr', 'hi', 'it', 'ja', 'ko', 'pt', 'zh', 'zh-TW']]

DataAccessRoleArn

• Type: typing.Optional[str]

TargetEventTypes

• Type: typing.Optional[typing.List[str]]

ExtractedCharactersListItemTypeDef

Page

• Type: typing.Optional[int]

Count

• Type: typing.Optional[int]

FlywheelFilterTypeDef

Status

• Type: typing.Optional[typing.Literal['ACTIVE', 'CREATING', 'DELETING', 'FAILED', 'UPDATING']]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

FlywheelIterationFilterTypeDef

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

FlywheelIterationPropertiesTypeDef

FlywheelArn

• Type: typing.Optional[str]

FlywheelIterationId

• Type: typing.Optional[str]

CreationTime

• Type: typing.Optional[datetime.datetime]

EndTime

• Type: typing.Optional[datetime.datetime]

Status

• Type: typing.Optional[typing.Literal['COMPLETED', 'EVALUATING', 'FAILED', 'STOPPED', 'STOP_REQUESTED', 'TRAINING']]

Message

• Type: typing.Optional[str]

EvaluatedModelArn

• Type: typing.Optional[str]

EvaluatedModelMetrics

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.FlywheelModelEvaluationMetricsTypeDef]

TrainedModelArn

• Type: typing.Optional[str]

TrainedModelMetrics

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.FlywheelModelEvaluationMetricsTypeDef]

EvaluationManifestS3Prefix

• Type: typing.Optional[str]

FlywheelModelEvaluationMetricsTypeDef

AverageF1Score

• Type: typing.Optional[float]

AveragePrecision

• Type: typing.Optional[float]

AverageRecall

• Type: typing.Optional[float]

AverageAccuracy

• Type: typing.Optional[float]

FlywheelPropertiesTypeDef

FlywheelArn

• Type: typing.Optional[str]

ActiveModelArn

• Type: typing.Optional[str]

DataAccessRoleArn

• Type: typing.Optional[str]

TaskConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.TaskConfigTypeDef]

DataLakeS3Uri

• Type: typing.Optional[str]

DataSecurityConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.DataSecurityConfigTypeDef]

Status

• Type: typing.Optional[typing.Literal['ACTIVE', 'CREATING', 'DELETING', 'FAILED', 'UPDATING']]

ModelType

• Type: typing.Optional[typing.Literal['DOCUMENT_CLASSIFIER', 'ENTITY_RECOGNIZER']]

Message

• Type: typing.Optional[str]

CreationTime

• Type: typing.Optional[datetime.datetime]

LastModifiedTime

• Type: typing.Optional[datetime.datetime]

LatestFlywheelIteration

• Type: typing.Optional[str]

FlywheelSummaryTypeDef

FlywheelArn

• Type: typing.Optional[str]

ActiveModelArn

• Type: typing.Optional[str]

DataLakeS3Uri

• Type: typing.Optional[str]

Status

• Type: typing.Optional[typing.Literal['ACTIVE', 'CREATING', 'DELETING', 'FAILED', 'UPDATING']]

ModelType

• Type: typing.Optional[typing.Literal['DOCUMENT_CLASSIFIER', 'ENTITY_RECOGNIZER']]

Message

• Type: typing.Optional[str]

CreationTime

• Type: typing.Optional[datetime.datetime]

LastModifiedTime

• Type: typing.Optional[datetime.datetime]

LatestFlywheelIteration

• Type: typing.Optional[str]

GeometryTypeDef

BoundingBox

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.BoundingBoxTypeDef]

Polygon

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.comprehend_classes.PointTypeDef]]

ImportModelRequestRequestTypeDef

SourceModelArn

• Type:
• Required: Yes

ModelName

• Type: typing.Optional[str]

VersionName

• Type: typing.Optional[str]

ModelKmsKeyId

• Type: typing.Optional[str]

DataAccessRoleArn

• Type: typing.Optional[str]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.comprehend_classes.TagTypeDef]]

ImportModelResponseTypeDef

ModelArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

InputDataConfigPaginatorTypeDef

S3Uri

• Type:
• Required: Yes

InputFormat

• Type: typing.Optional[typing.Literal['ONE_DOC_PER_FILE', 'ONE_DOC_PER_LINE']]

DocumentReaderConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.DocumentReaderConfigPaginatorTypeDef]

InputDataConfigTypeDef

S3Uri

• Type:
• Required: Yes

InputFormat

• Type: typing.Optional[typing.Literal['ONE_DOC_PER_FILE', 'ONE_DOC_PER_LINE']]

DocumentReaderConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.DocumentReaderConfigTypeDef]

KeyPhraseTypeDef

Score

• Type: typing.Optional[float]

Text

• Type: typing.Optional[str]

BeginOffset

• Type: typing.Optional[int]

EndOffset

• Type: typing.Optional[int]

KeyPhrasesDetectionJobFilterTypeDef

JobName

• Type: typing.Optional[str]

JobStatus

• Type: typing.Optional[typing.Literal['COMPLETED', 'FAILED', 'IN_PROGRESS', 'STOPPED', 'STOP_REQUESTED', 'SUBMITTED']]

SubmitTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

SubmitTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

KeyPhrasesDetectionJobPropertiesPaginatorTypeDef

JobId

• Type: typing.Optional[str]

JobArn

• Type: typing.Optional[str]

JobName

• Type: typing.Optional[str]

JobStatus

• Type: typing.Optional[typing.Literal['COMPLETED', 'FAILED', 'IN_PROGRESS', 'STOPPED', 'STOP_REQUESTED', 'SUBMITTED']]

Message

• Type: typing.Optional[str]

SubmitTime

• Type: typing.Optional[datetime.datetime]

EndTime

• Type: typing.Optional[datetime.datetime]

InputDataConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.InputDataConfigPaginatorTypeDef]

OutputDataConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.OutputDataConfigTypeDef]

LanguageCode

• Type: typing.Optional[typing.Literal['ar', 'de', 'en', 'es', 'fr', 'hi', 'it', 'ja', 'ko', 'pt', 'zh', 'zh-TW']]

DataAccessRoleArn

• Type: typing.Optional[str]

VolumeKmsKeyId

• Type: typing.Optional[str]

VpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.VpcConfigPaginatorTypeDef]

KeyPhrasesDetectionJobPropertiesTypeDef

JobId

• Type: typing.Optional[str]

JobArn

• Type: typing.Optional[str]

JobName

• Type: typing.Optional[str]

JobStatus

• Type: typing.Optional[typing.Literal['COMPLETED', 'FAILED', 'IN_PROGRESS', 'STOPPED', 'STOP_REQUESTED', 'SUBMITTED']]

Message

• Type: typing.Optional[str]

SubmitTime

• Type: typing.Optional[datetime.datetime]

EndTime

• Type: typing.Optional[datetime.datetime]

InputDataConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.InputDataConfigTypeDef]

OutputDataConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.OutputDataConfigTypeDef]

LanguageCode

• Type: typing.Optional[typing.Literal['ar', 'de', 'en', 'es', 'fr', 'hi', 'it', 'ja', 'ko', 'pt', 'zh', 'zh-TW']]

DataAccessRoleArn

• Type: typing.Optional[str]

VolumeKmsKeyId

• Type: typing.Optional[str]

VpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.VpcConfigTypeDef]

ListDatasetsRequestRequestTypeDef

FlywheelArn

• Type: typing.Optional[str]

Filter

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.DatasetFilterTypeDef]

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

ListDatasetsResponseTypeDef

DatasetPropertiesList

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.DatasetPropertiesTypeDef]
• Required: Yes

NextToken

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

ListDocumentClassificationJobsRequestListDocumentClassificationJobsPaginateTypeDef

Filter

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.DocumentClassificationJobFilterTypeDef]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.PaginatorConfigTypeDef]

ListDocumentClassificationJobsRequestRequestTypeDef

Filter

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.DocumentClassificationJobFilterTypeDef]

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

ListDocumentClassificationJobsResponsePaginatorTypeDef

DocumentClassificationJobPropertiesList

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.DocumentClassificationJobPropertiesPaginatorTypeDef]
• Required: Yes

NextToken

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

ListDocumentClassificationJobsResponseTypeDef

DocumentClassificationJobPropertiesList

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.DocumentClassificationJobPropertiesTypeDef]
• Required: Yes

NextToken

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

ListDocumentClassifierSummariesRequestRequestTypeDef

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

ListDocumentClassifierSummariesResponseTypeDef

DocumentClassifierSummariesList

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.DocumentClassifierSummaryTypeDef]
• Required: Yes

NextToken

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

ListDocumentClassifiersRequestListDocumentClassifiersPaginateTypeDef

Filter

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.DocumentClassifierFilterTypeDef]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.PaginatorConfigTypeDef]

ListDocumentClassifiersRequestRequestTypeDef

Filter

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.DocumentClassifierFilterTypeDef]

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

ListDocumentClassifiersResponsePaginatorTypeDef

DocumentClassifierPropertiesList

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.DocumentClassifierPropertiesPaginatorTypeDef]
• Required: Yes

NextToken

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

ListDocumentClassifiersResponseTypeDef

DocumentClassifierPropertiesList

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.DocumentClassifierPropertiesTypeDef]
• Required: Yes

NextToken

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

ListDominantLanguageDetectionJobsRequestRequestTypeDef

Filter

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.DominantLanguageDetectionJobFilterTypeDef]

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

ListDominantLanguageDetectionJobsResponsePaginatorTypeDef

DominantLanguageDetectionJobPropertiesList

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.DominantLanguageDetectionJobPropertiesPaginatorTypeDef]
• Required: Yes

NextToken

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

ListDominantLanguageDetectionJobsResponseTypeDef

DominantLanguageDetectionJobPropertiesList

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.DominantLanguageDetectionJobPropertiesTypeDef]
• Required: Yes

NextToken

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

ListEndpointsRequestListEndpointsPaginateTypeDef

Filter

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.EndpointFilterTypeDef]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.PaginatorConfigTypeDef]

ListEndpointsRequestRequestTypeDef

Filter

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.EndpointFilterTypeDef]

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

ListEndpointsResponseTypeDef

EndpointPropertiesList

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.EndpointPropertiesTypeDef]
• Required: Yes

NextToken

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

ListEntitiesDetectionJobsRequestListEntitiesDetectionJobsPaginateTypeDef

Filter

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.EntitiesDetectionJobFilterTypeDef]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.PaginatorConfigTypeDef]

ListEntitiesDetectionJobsRequestRequestTypeDef

Filter

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.EntitiesDetectionJobFilterTypeDef]

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

ListEntitiesDetectionJobsResponsePaginatorTypeDef

EntitiesDetectionJobPropertiesList

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.EntitiesDetectionJobPropertiesPaginatorTypeDef]
• Required: Yes

NextToken

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

ListEntitiesDetectionJobsResponseTypeDef

EntitiesDetectionJobPropertiesList

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.EntitiesDetectionJobPropertiesTypeDef]
• Required: Yes

NextToken

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

ListEntityRecognizerSummariesRequestRequestTypeDef

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

ListEntityRecognizerSummariesResponseTypeDef

EntityRecognizerSummariesList

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.EntityRecognizerSummaryTypeDef]
• Required: Yes

NextToken

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

ListEntityRecognizersRequestListEntityRecognizersPaginateTypeDef

Filter

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.EntityRecognizerFilterTypeDef]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.PaginatorConfigTypeDef]

ListEntityRecognizersRequestRequestTypeDef

Filter

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.EntityRecognizerFilterTypeDef]

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

ListEntityRecognizersResponsePaginatorTypeDef

EntityRecognizerPropertiesList

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.EntityRecognizerPropertiesPaginatorTypeDef]
• Required: Yes

NextToken

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

ListEntityRecognizersResponseTypeDef

EntityRecognizerPropertiesList

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.EntityRecognizerPropertiesTypeDef]
• Required: Yes

NextToken

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

ListEventsDetectionJobsRequestRequestTypeDef

Filter

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.EventsDetectionJobFilterTypeDef]

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

ListEventsDetectionJobsResponseTypeDef

EventsDetectionJobPropertiesList

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.EventsDetectionJobPropertiesTypeDef]
• Required: Yes

NextToken

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

ListFlywheelIterationHistoryRequestRequestTypeDef

FlywheelArn

• Type:
• Required: Yes

Filter

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.FlywheelIterationFilterTypeDef]

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

ListFlywheelIterationHistoryResponseTypeDef

FlywheelIterationPropertiesList

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.FlywheelIterationPropertiesTypeDef]
• Required: Yes

NextToken

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

ListFlywheelsRequestRequestTypeDef

Filter

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.FlywheelFilterTypeDef]

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

ListFlywheelsResponseTypeDef

FlywheelSummaryList

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.FlywheelSummaryTypeDef]
• Required: Yes

NextToken

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

ListKeyPhrasesDetectionJobsRequestListKeyPhrasesDetectionJobsPaginateTypeDef

Filter

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.KeyPhrasesDetectionJobFilterTypeDef]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.PaginatorConfigTypeDef]

ListKeyPhrasesDetectionJobsRequestRequestTypeDef

Filter

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.KeyPhrasesDetectionJobFilterTypeDef]

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

ListKeyPhrasesDetectionJobsResponsePaginatorTypeDef

KeyPhrasesDetectionJobPropertiesList

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.KeyPhrasesDetectionJobPropertiesPaginatorTypeDef]
• Required: Yes

NextToken

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

ListKeyPhrasesDetectionJobsResponseTypeDef

KeyPhrasesDetectionJobPropertiesList

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.KeyPhrasesDetectionJobPropertiesTypeDef]
• Required: Yes

NextToken

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

ListPiiEntitiesDetectionJobsRequestListPiiEntitiesDetectionJobsPaginateTypeDef

Filter

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.PiiEntitiesDetectionJobFilterTypeDef]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.PaginatorConfigTypeDef]

ListPiiEntitiesDetectionJobsRequestRequestTypeDef

Filter

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.PiiEntitiesDetectionJobFilterTypeDef]

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

ListPiiEntitiesDetectionJobsResponsePaginatorTypeDef

PiiEntitiesDetectionJobPropertiesList

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.PiiEntitiesDetectionJobPropertiesPaginatorTypeDef]
• Required: Yes

NextToken

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

ListPiiEntitiesDetectionJobsResponseTypeDef

PiiEntitiesDetectionJobPropertiesList

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.PiiEntitiesDetectionJobPropertiesTypeDef]
• Required: Yes

NextToken

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

ListSentimentDetectionJobsRequestListSentimentDetectionJobsPaginateTypeDef

Filter

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.SentimentDetectionJobFilterTypeDef]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.PaginatorConfigTypeDef]

ListSentimentDetectionJobsRequestRequestTypeDef

Filter

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.SentimentDetectionJobFilterTypeDef]

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

ListSentimentDetectionJobsResponsePaginatorTypeDef

SentimentDetectionJobPropertiesList

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.SentimentDetectionJobPropertiesPaginatorTypeDef]
• Required: Yes

NextToken

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

ListSentimentDetectionJobsResponseTypeDef

SentimentDetectionJobPropertiesList

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.SentimentDetectionJobPropertiesTypeDef]
• Required: Yes

NextToken

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

ListTagsForResourceRequestRequestTypeDef

ResourceArn

• Type:
• Required: Yes

ListTagsForResourceResponseTypeDef

ResourceArn

• Type:
• Required: Yes

Tags

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.TagTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

ListTargetedSentimentDetectionJobsRequestRequestTypeDef

Filter

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.TargetedSentimentDetectionJobFilterTypeDef]

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

ListTargetedSentimentDetectionJobsResponseTypeDef

TargetedSentimentDetectionJobPropertiesList

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.TargetedSentimentDetectionJobPropertiesTypeDef]
• Required: Yes

NextToken

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

ListTopicsDetectionJobsRequestListTopicsDetectionJobsPaginateTypeDef

Filter

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.TopicsDetectionJobFilterTypeDef]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.PaginatorConfigTypeDef]

ListTopicsDetectionJobsRequestRequestTypeDef

Filter

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.TopicsDetectionJobFilterTypeDef]

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

ListTopicsDetectionJobsResponsePaginatorTypeDef

TopicsDetectionJobPropertiesList

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.TopicsDetectionJobPropertiesPaginatorTypeDef]
• Required: Yes

NextToken

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

ListTopicsDetectionJobsResponseTypeDef

TopicsDetectionJobPropertiesList

• Type: typing.List[aws_resource_validator.pydantic_models.comprehend_classes.TopicsDetectionJobPropertiesTypeDef]
• Required: Yes

NextToken

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

MentionSentimentTypeDef

Sentiment

• Type: typing.Optional[typing.Literal['MIXED', 'NEGATIVE', 'NEUTRAL', 'POSITIVE']]

SentimentScore

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.SentimentScoreTypeDef]

OutputDataConfigTypeDef

S3Uri

• Type:
• Required: Yes

KmsKeyId

• Type: typing.Optional[str]

PaginatorConfigTypeDef

MaxItems

• Type: typing.Optional[int]

PageSize

• Type: typing.Optional[int]

StartingToken

• Type: typing.Optional[str]

PartOfSpeechTagTypeDef

Tag

• Type: typing.Optional[typing.Literal['ADJ', 'ADP', 'ADV', 'AUX', 'CCONJ', 'CONJ', 'DET', 'INTJ', 'NOUN', 'NUM', 'O', 'PART', 'PRON', 'PROPN', 'PUNCT', 'SCONJ', 'SYM', 'VERB']]

Score

• Type: typing.Optional[float]

PiiEntitiesDetectionJobFilterTypeDef

JobName

• Type: typing.Optional[str]

JobStatus

• Type: typing.Optional[typing.Literal['COMPLETED', 'FAILED', 'IN_PROGRESS', 'STOPPED', 'STOP_REQUESTED', 'SUBMITTED']]

SubmitTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

SubmitTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

PiiEntitiesDetectionJobPropertiesPaginatorTypeDef

JobId

• Type: typing.Optional[str]

JobArn

• Type: typing.Optional[str]

JobName

• Type: typing.Optional[str]

JobStatus

• Type: typing.Optional[typing.Literal['COMPLETED', 'FAILED', 'IN_PROGRESS', 'STOPPED', 'STOP_REQUESTED', 'SUBMITTED']]

Message

• Type: typing.Optional[str]

SubmitTime

• Type: typing.Optional[datetime.datetime]

EndTime

• Type: typing.Optional[datetime.datetime]

InputDataConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.InputDataConfigPaginatorTypeDef]

OutputDataConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.PiiOutputDataConfigTypeDef]

RedactionConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.RedactionConfigTypeDef]

LanguageCode

• Type: typing.Optional[typing.Literal['ar', 'de', 'en', 'es', 'fr', 'hi', 'it', 'ja', 'ko', 'pt', 'zh', 'zh-TW']]

DataAccessRoleArn

• Type: typing.Optional[str]

Mode

• Type: typing.Optional[typing.Literal['ONLY_OFFSETS', 'ONLY_REDACTION']]

PiiEntitiesDetectionJobPropertiesTypeDef

JobId

• Type: typing.Optional[str]

JobArn

• Type: typing.Optional[str]

JobName

• Type: typing.Optional[str]

JobStatus

• Type: typing.Optional[typing.Literal['COMPLETED', 'FAILED', 'IN_PROGRESS', 'STOPPED', 'STOP_REQUESTED', 'SUBMITTED']]

Message

• Type: typing.Optional[str]

SubmitTime

• Type: typing.Optional[datetime.datetime]

EndTime

• Type: typing.Optional[datetime.datetime]

InputDataConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.InputDataConfigTypeDef]

OutputDataConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.PiiOutputDataConfigTypeDef]

RedactionConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.RedactionConfigTypeDef]

LanguageCode

• Type: typing.Optional[typing.Literal['ar', 'de', 'en', 'es', 'fr', 'hi', 'it', 'ja', 'ko', 'pt', 'zh', 'zh-TW']]

DataAccessRoleArn

• Type: typing.Optional[str]

Mode

• Type: typing.Optional[typing.Literal['ONLY_OFFSETS', 'ONLY_REDACTION']]

PiiEntityTypeDef

Score

• Type: typing.Optional[float]

Type

• Type: typing.Optional[typing.Literal['ADDRESS', 'AGE', 'ALL', 'AWS_ACCESS_KEY', 'AWS_SECRET_KEY', 'BANK_ACCOUNT_NUMBER', 'BANK_ROUTING', 'CA_HEALTH_NUMBER', 'CA_SOCIAL_INSURANCE_NUMBER', 'CREDIT_DEBIT_CVV', 'CREDIT_DEBIT_EXPIRY', 'CREDIT_DEBIT_NUMBER', 'DATE_TIME', 'DRIVER_ID', 'EMAIL', 'INTERNATIONAL_BANK_ACCOUNT_NUMBER', 'IN_AADHAAR', 'IN_NREGA', 'IN_PERMANENT_ACCOUNT_NUMBER', 'IN_VOTER_NUMBER', 'IP_ADDRESS', 'LICENSE_PLATE', 'MAC_ADDRESS', 'NAME', 'PASSPORT_NUMBER', 'PASSWORD', 'PHONE', 'PIN', 'SSN', 'SWIFT_CODE', 'UK_NATIONAL_HEALTH_SERVICE_NUMBER', 'UK_NATIONAL_INSURANCE_NUMBER', 'UK_UNIQUE_TAXPAYER_REFERENCE_NUMBER', 'URL', 'USERNAME', 'US_INDIVIDUAL_TAX_IDENTIFICATION_NUMBER', 'VEHICLE_IDENTIFICATION_NUMBER']]

BeginOffset

• Type: typing.Optional[int]

EndOffset

• Type: typing.Optional[int]

PiiOutputDataConfigTypeDef

S3Uri

• Type:
• Required: Yes

KmsKeyId

• Type: typing.Optional[str]

PointTypeDef

X

• Type: typing.Optional[float]

Y

• Type: typing.Optional[float]

PutResourcePolicyRequestRequestTypeDef

ResourceArn

• Type:
• Required: Yes

ResourcePolicy

• Type:
• Required: Yes

PolicyRevisionId

• Type: typing.Optional[str]

PutResourcePolicyResponseTypeDef

PolicyRevisionId

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

RedactionConfigTypeDef

PiiEntityTypes

• Type: typing.Optional[typing.List[typing.Literal['ADDRESS', 'AGE', 'ALL', 'AWS_ACCESS_KEY', 'AWS_SECRET_KEY', 'BANK_ACCOUNT_NUMBER', 'BANK_ROUTING', 'CA_HEALTH_NUMBER', 'CA_SOCIAL_INSURANCE_NUMBER', 'CREDIT_DEBIT_CVV', 'CREDIT_DEBIT_EXPIRY', 'CREDIT_DEBIT_NUMBER', 'DATE_TIME', 'DRIVER_ID', 'EMAIL', 'INTERNATIONAL_BANK_ACCOUNT_NUMBER', 'IN_AADHAAR', 'IN_NREGA', 'IN_PERMANENT_ACCOUNT_NUMBER', 'IN_VOTER_NUMBER', 'IP_ADDRESS', 'LICENSE_PLATE', 'MAC_ADDRESS', 'NAME', 'PASSPORT_NUMBER', 'PASSWORD', 'PHONE', 'PIN', 'SSN', 'SWIFT_CODE', 'UK_NATIONAL_HEALTH_SERVICE_NUMBER', 'UK_NATIONAL_INSURANCE_NUMBER', 'UK_UNIQUE_TAXPAYER_REFERENCE_NUMBER', 'URL', 'USERNAME', 'US_INDIVIDUAL_TAX_IDENTIFICATION_NUMBER', 'VEHICLE_IDENTIFICATION_NUMBER']]]

MaskMode

• Type: typing.Optional[typing.Literal['MASK', 'REPLACE_WITH_PII_ENTITY_TYPE']]

MaskCharacter

• Type: typing.Optional[str]

RelationshipsListItemTypeDef

Ids

• Type: typing.Optional[typing.List[str]]

Type

• Type: typing.Optional[typing.Literal['CHILD']]

ResponseMetadataTypeDef

RequestId

• Type:
• Required: Yes

HostId

• Type:
• Required: Yes

HTTPStatusCode

• Type:
• Required: Yes

HTTPHeaders

• Type: typing.Dict[str, str]
• Required: Yes

RetryAttempts

• Type:
• Required: Yes

SentimentDetectionJobFilterTypeDef

JobName

• Type: typing.Optional[str]

JobStatus

• Type: typing.Optional[typing.Literal['COMPLETED', 'FAILED', 'IN_PROGRESS', 'STOPPED', 'STOP_REQUESTED', 'SUBMITTED']]

SubmitTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

SubmitTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

SentimentDetectionJobPropertiesPaginatorTypeDef

JobId

• Type: typing.Optional[str]

JobArn

• Type: typing.Optional[str]

JobName

• Type: typing.Optional[str]

JobStatus

• Type: typing.Optional[typing.Literal['COMPLETED', 'FAILED', 'IN_PROGRESS', 'STOPPED', 'STOP_REQUESTED', 'SUBMITTED']]

Message

• Type: typing.Optional[str]

SubmitTime

• Type: typing.Optional[datetime.datetime]

EndTime

• Type: typing.Optional[datetime.datetime]

InputDataConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.InputDataConfigPaginatorTypeDef]

OutputDataConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.OutputDataConfigTypeDef]

LanguageCode

• Type: typing.Optional[typing.Literal['ar', 'de', 'en', 'es', 'fr', 'hi', 'it', 'ja', 'ko', 'pt', 'zh', 'zh-TW']]

DataAccessRoleArn

• Type: typing.Optional[str]

VolumeKmsKeyId

• Type: typing.Optional[str]

VpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.VpcConfigPaginatorTypeDef]

SentimentDetectionJobPropertiesTypeDef

JobId

• Type: typing.Optional[str]

JobArn

• Type: typing.Optional[str]

JobName

• Type: typing.Optional[str]

JobStatus

• Type: typing.Optional[typing.Literal['COMPLETED', 'FAILED', 'IN_PROGRESS', 'STOPPED', 'STOP_REQUESTED', 'SUBMITTED']]

Message

• Type: typing.Optional[str]

SubmitTime

• Type: typing.Optional[datetime.datetime]

EndTime

• Type: typing.Optional[datetime.datetime]

InputDataConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.InputDataConfigTypeDef]

OutputDataConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.OutputDataConfigTypeDef]

LanguageCode

• Type: typing.Optional[typing.Literal['ar', 'de', 'en', 'es', 'fr', 'hi', 'it', 'ja', 'ko', 'pt', 'zh', 'zh-TW']]

DataAccessRoleArn

• Type: typing.Optional[str]

VolumeKmsKeyId

• Type: typing.Optional[str]

VpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.VpcConfigTypeDef]

SentimentScoreTypeDef

Positive

• Type: typing.Optional[float]

Negative

• Type: typing.Optional[float]

Neutral

• Type: typing.Optional[float]

Mixed

• Type: typing.Optional[float]

StartDocumentClassificationJobRequestRequestTypeDef

InputDataConfig

• Type:
• Required: Yes

OutputDataConfig

• Type:
• Required: Yes

DataAccessRoleArn

• Type:
• Required: Yes

JobName

• Type: typing.Optional[str]

DocumentClassifierArn

• Type: typing.Optional[str]

ClientRequestToken

• Type: typing.Optional[str]

VolumeKmsKeyId

• Type: typing.Optional[str]

VpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.VpcConfigTypeDef]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.comprehend_classes.TagTypeDef]]

FlywheelArn

• Type: typing.Optional[str]

StartDocumentClassificationJobResponseTypeDef

JobId

• Type:
• Required: Yes

JobArn

• Type:
• Required: Yes

JobStatus

• Type: typing.Literal['COMPLETED', 'FAILED', 'IN_PROGRESS', 'STOPPED', 'STOP_REQUESTED', 'SUBMITTED']
• Required: Yes

DocumentClassifierArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

StartDominantLanguageDetectionJobRequestRequestTypeDef

InputDataConfig

• Type:
• Required: Yes

OutputDataConfig

• Type:
• Required: Yes

DataAccessRoleArn

• Type:
• Required: Yes

JobName

• Type: typing.Optional[str]

ClientRequestToken

• Type: typing.Optional[str]

VolumeKmsKeyId

• Type: typing.Optional[str]

VpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.VpcConfigTypeDef]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.comprehend_classes.TagTypeDef]]

StartDominantLanguageDetectionJobResponseTypeDef

JobId

• Type:
• Required: Yes

JobArn

• Type:
• Required: Yes

JobStatus

• Type: typing.Literal['COMPLETED', 'FAILED', 'IN_PROGRESS', 'STOPPED', 'STOP_REQUESTED', 'SUBMITTED']
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

StartEntitiesDetectionJobRequestRequestTypeDef

InputDataConfig

• Type:
• Required: Yes

OutputDataConfig

• Type:
• Required: Yes

DataAccessRoleArn

• Type:
• Required: Yes

LanguageCode

• Type: typing.Literal['ar', 'de', 'en', 'es', 'fr', 'hi', 'it', 'ja', 'ko', 'pt', 'zh', 'zh-TW']
• Required: Yes

JobName

• Type: typing.Optional[str]

EntityRecognizerArn

• Type: typing.Optional[str]

ClientRequestToken

• Type: typing.Optional[str]

VolumeKmsKeyId

• Type: typing.Optional[str]

VpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.VpcConfigTypeDef]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.comprehend_classes.TagTypeDef]]

FlywheelArn

• Type: typing.Optional[str]

StartEntitiesDetectionJobResponseTypeDef

JobId

• Type:
• Required: Yes

JobArn

• Type:
• Required: Yes

JobStatus

• Type: typing.Literal['COMPLETED', 'FAILED', 'IN_PROGRESS', 'STOPPED', 'STOP_REQUESTED', 'SUBMITTED']
• Required: Yes

EntityRecognizerArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

StartEventsDetectionJobRequestRequestTypeDef

InputDataConfig

• Type:
• Required: Yes

OutputDataConfig

• Type:
• Required: Yes

DataAccessRoleArn

• Type:
• Required: Yes

LanguageCode

• Type: typing.Literal['ar', 'de', 'en', 'es', 'fr', 'hi', 'it', 'ja', 'ko', 'pt', 'zh', 'zh-TW']
• Required: Yes

TargetEventTypes

• Type: typing.Sequence[str]
• Required: Yes

JobName

• Type: typing.Optional[str]

ClientRequestToken

• Type: typing.Optional[str]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.comprehend_classes.TagTypeDef]]

StartEventsDetectionJobResponseTypeDef

JobId

• Type:
• Required: Yes

JobArn

• Type:
• Required: Yes

JobStatus

• Type: typing.Literal['COMPLETED', 'FAILED', 'IN_PROGRESS', 'STOPPED', 'STOP_REQUESTED', 'SUBMITTED']
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

StartFlywheelIterationRequestRequestTypeDef

FlywheelArn

• Type:
• Required: Yes

ClientRequestToken

• Type: typing.Optional[str]

StartFlywheelIterationResponseTypeDef

FlywheelArn

• Type:
• Required: Yes

FlywheelIterationId

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

StartKeyPhrasesDetectionJobRequestRequestTypeDef

InputDataConfig

• Type:
• Required: Yes

OutputDataConfig

• Type:
• Required: Yes

DataAccessRoleArn

• Type:
• Required: Yes

LanguageCode

• Type: typing.Literal['ar', 'de', 'en', 'es', 'fr', 'hi', 'it', 'ja', 'ko', 'pt', 'zh', 'zh-TW']
• Required: Yes

JobName

• Type: typing.Optional[str]

ClientRequestToken

• Type: typing.Optional[str]

VolumeKmsKeyId

• Type: typing.Optional[str]

VpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.VpcConfigTypeDef]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.comprehend_classes.TagTypeDef]]

StartKeyPhrasesDetectionJobResponseTypeDef

JobId

• Type:
• Required: Yes

JobArn

• Type:
• Required: Yes

JobStatus

• Type: typing.Literal['COMPLETED', 'FAILED', 'IN_PROGRESS', 'STOPPED', 'STOP_REQUESTED', 'SUBMITTED']
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

StartPiiEntitiesDetectionJobRequestRequestTypeDef

InputDataConfig

• Type:
• Required: Yes

OutputDataConfig

• Type:
• Required: Yes

Mode

• Type: typing.Literal['ONLY_OFFSETS', 'ONLY_REDACTION']
• Required: Yes

DataAccessRoleArn

• Type:
• Required: Yes

LanguageCode

• Type: typing.Literal['ar', 'de', 'en', 'es', 'fr', 'hi', 'it', 'ja', 'ko', 'pt', 'zh', 'zh-TW']
• Required: Yes

RedactionConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.RedactionConfigTypeDef]

JobName

• Type: typing.Optional[str]

ClientRequestToken

• Type: typing.Optional[str]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.comprehend_classes.TagTypeDef]]

StartPiiEntitiesDetectionJobResponseTypeDef

JobId

• Type:
• Required: Yes

JobArn

• Type:
• Required: Yes

JobStatus

• Type: typing.Literal['COMPLETED', 'FAILED', 'IN_PROGRESS', 'STOPPED', 'STOP_REQUESTED', 'SUBMITTED']
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

StartSentimentDetectionJobRequestRequestTypeDef

InputDataConfig

• Type:
• Required: Yes

OutputDataConfig

• Type:
• Required: Yes

DataAccessRoleArn

• Type:
• Required: Yes

LanguageCode

• Type: typing.Literal['ar', 'de', 'en', 'es', 'fr', 'hi', 'it', 'ja', 'ko', 'pt', 'zh', 'zh-TW']
• Required: Yes

JobName

• Type: typing.Optional[str]

ClientRequestToken

• Type: typing.Optional[str]

VolumeKmsKeyId

• Type: typing.Optional[str]

VpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.VpcConfigTypeDef]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.comprehend_classes.TagTypeDef]]

StartSentimentDetectionJobResponseTypeDef

JobId

• Type:
• Required: Yes

JobArn

• Type:
• Required: Yes

JobStatus

• Type: typing.Literal['COMPLETED', 'FAILED', 'IN_PROGRESS', 'STOPPED', 'STOP_REQUESTED', 'SUBMITTED']
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

StartTargetedSentimentDetectionJobRequestRequestTypeDef

InputDataConfig

• Type:
• Required: Yes

OutputDataConfig

• Type:
• Required: Yes

DataAccessRoleArn

• Type:
• Required: Yes

LanguageCode

• Type: typing.Literal['ar', 'de', 'en', 'es', 'fr', 'hi', 'it', 'ja', 'ko', 'pt', 'zh', 'zh-TW']
• Required: Yes

JobName

• Type: typing.Optional[str]

ClientRequestToken

• Type: typing.Optional[str]

VolumeKmsKeyId

• Type: typing.Optional[str]

VpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.VpcConfigTypeDef]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.comprehend_classes.TagTypeDef]]

StartTargetedSentimentDetectionJobResponseTypeDef

JobId

• Type:
• Required: Yes

JobArn

• Type:
• Required: Yes

JobStatus

• Type: typing.Literal['COMPLETED', 'FAILED', 'IN_PROGRESS', 'STOPPED', 'STOP_REQUESTED', 'SUBMITTED']
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

StartTopicsDetectionJobRequestRequestTypeDef

InputDataConfig

• Type:
• Required: Yes

OutputDataConfig

• Type:
• Required: Yes

DataAccessRoleArn

• Type:
• Required: Yes

JobName

• Type: typing.Optional[str]

NumberOfTopics

• Type: typing.Optional[int]

ClientRequestToken

• Type: typing.Optional[str]

VolumeKmsKeyId

• Type: typing.Optional[str]

VpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.VpcConfigTypeDef]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.comprehend_classes.TagTypeDef]]

StartTopicsDetectionJobResponseTypeDef

JobId

• Type:
• Required: Yes

JobArn

• Type:
• Required: Yes

JobStatus

• Type: typing.Literal['COMPLETED', 'FAILED', 'IN_PROGRESS', 'STOPPED', 'STOP_REQUESTED', 'SUBMITTED']
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

StopDominantLanguageDetectionJobRequestRequestTypeDef

JobId

• Type:
• Required: Yes

StopDominantLanguageDetectionJobResponseTypeDef

JobId

• Type:
• Required: Yes

JobStatus

• Type: typing.Literal['COMPLETED', 'FAILED', 'IN_PROGRESS', 'STOPPED', 'STOP_REQUESTED', 'SUBMITTED']
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

StopEntitiesDetectionJobRequestRequestTypeDef

JobId

• Type:
• Required: Yes

StopEntitiesDetectionJobResponseTypeDef

JobId

• Type:
• Required: Yes

JobStatus

• Type: typing.Literal['COMPLETED', 'FAILED', 'IN_PROGRESS', 'STOPPED', 'STOP_REQUESTED', 'SUBMITTED']
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

StopEventsDetectionJobRequestRequestTypeDef

JobId

• Type:
• Required: Yes

StopEventsDetectionJobResponseTypeDef

JobId

• Type:
• Required: Yes

JobStatus

• Type: typing.Literal['COMPLETED', 'FAILED', 'IN_PROGRESS', 'STOPPED', 'STOP_REQUESTED', 'SUBMITTED']
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

StopKeyPhrasesDetectionJobRequestRequestTypeDef

JobId

• Type:
• Required: Yes

StopKeyPhrasesDetectionJobResponseTypeDef

JobId

• Type:
• Required: Yes

JobStatus

• Type: typing.Literal['COMPLETED', 'FAILED', 'IN_PROGRESS', 'STOPPED', 'STOP_REQUESTED', 'SUBMITTED']
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

StopPiiEntitiesDetectionJobRequestRequestTypeDef

JobId

• Type:
• Required: Yes

StopPiiEntitiesDetectionJobResponseTypeDef

JobId

• Type:
• Required: Yes

JobStatus

• Type: typing.Literal['COMPLETED', 'FAILED', 'IN_PROGRESS', 'STOPPED', 'STOP_REQUESTED', 'SUBMITTED']
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

StopSentimentDetectionJobRequestRequestTypeDef

JobId

• Type:
• Required: Yes

StopSentimentDetectionJobResponseTypeDef

JobId

• Type:
• Required: Yes

JobStatus

• Type: typing.Literal['COMPLETED', 'FAILED', 'IN_PROGRESS', 'STOPPED', 'STOP_REQUESTED', 'SUBMITTED']
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

StopTargetedSentimentDetectionJobRequestRequestTypeDef

JobId

• Type:
• Required: Yes

StopTargetedSentimentDetectionJobResponseTypeDef

JobId

• Type:
• Required: Yes

JobStatus

• Type: typing.Literal['COMPLETED', 'FAILED', 'IN_PROGRESS', 'STOPPED', 'STOP_REQUESTED', 'SUBMITTED']
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

StopTrainingDocumentClassifierRequestRequestTypeDef

DocumentClassifierArn

• Type:
• Required: Yes

StopTrainingEntityRecognizerRequestRequestTypeDef

EntityRecognizerArn

• Type:
• Required: Yes

SyntaxTokenTypeDef

TokenId

• Type: typing.Optional[int]

Text

• Type: typing.Optional[str]

BeginOffset

• Type: typing.Optional[int]

EndOffset

• Type: typing.Optional[int]

PartOfSpeech

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.PartOfSpeechTagTypeDef]

TagResourceRequestRequestTypeDef

ResourceArn

• Type:
• Required: Yes

Tags

• Type: typing.Sequence[aws_resource_validator.pydantic_models.comprehend_classes.TagTypeDef]
• Required: Yes

TagTypeDef

Key

• Type:
• Required: Yes

Value

• Type: typing.Optional[str]

TargetedSentimentDetectionJobFilterTypeDef

JobName

• Type: typing.Optional[str]

JobStatus

• Type: typing.Optional[typing.Literal['COMPLETED', 'FAILED', 'IN_PROGRESS', 'STOPPED', 'STOP_REQUESTED', 'SUBMITTED']]

SubmitTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

SubmitTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

TargetedSentimentDetectionJobPropertiesTypeDef

JobId

• Type: typing.Optional[str]

JobArn

• Type: typing.Optional[str]

JobName

• Type: typing.Optional[str]

JobStatus

• Type: typing.Optional[typing.Literal['COMPLETED', 'FAILED', 'IN_PROGRESS', 'STOPPED', 'STOP_REQUESTED', 'SUBMITTED']]

Message

• Type: typing.Optional[str]

SubmitTime

• Type: typing.Optional[datetime.datetime]

EndTime

• Type: typing.Optional[datetime.datetime]

InputDataConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.InputDataConfigTypeDef]

OutputDataConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.OutputDataConfigTypeDef]

LanguageCode

• Type: typing.Optional[typing.Literal['ar', 'de', 'en', 'es', 'fr', 'hi', 'it', 'ja', 'ko', 'pt', 'zh', 'zh-TW']]

DataAccessRoleArn

• Type: typing.Optional[str]

VolumeKmsKeyId

• Type: typing.Optional[str]

VpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.VpcConfigTypeDef]

TargetedSentimentEntityTypeDef

DescriptiveMentionIndex

• Type: typing.Optional[typing.List[int]]

Mentions

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.comprehend_classes.TargetedSentimentMentionTypeDef]]

TargetedSentimentMentionTypeDef

Score

• Type: typing.Optional[float]

GroupScore

• Type: typing.Optional[float]

Text

• Type: typing.Optional[str]

Type

• Type: typing.Optional[typing.Literal['ATTRIBUTE', 'BOOK', 'BRAND', 'COMMERCIAL_ITEM', 'DATE', 'EVENT', 'FACILITY', 'GAME', 'LOCATION', 'MOVIE', 'MUSIC', 'ORGANIZATION', 'OTHER', 'PERSON', 'PERSONAL_TITLE', 'QUANTITY', 'SOFTWARE']]

MentionSentiment

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.MentionSentimentTypeDef]

BeginOffset

• Type: typing.Optional[int]

EndOffset

• Type: typing.Optional[int]

TaskConfigTypeDef

LanguageCode

• Type: typing.Literal['ar', 'de', 'en', 'es', 'fr', 'hi', 'it', 'ja', 'ko', 'pt', 'zh', 'zh-TW']
• Required: Yes

DocumentClassificationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.DocumentClassificationConfigTypeDef]

EntityRecognitionConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.EntityRecognitionConfigTypeDef]

TextSegmentTypeDef

Text

• Type:
• Required: Yes

TopicsDetectionJobFilterTypeDef

JobName

• Type: typing.Optional[str]

JobStatus

• Type: typing.Optional[typing.Literal['COMPLETED', 'FAILED', 'IN_PROGRESS', 'STOPPED', 'STOP_REQUESTED', 'SUBMITTED']]

SubmitTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

SubmitTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

TopicsDetectionJobPropertiesPaginatorTypeDef

JobId

• Type: typing.Optional[str]

JobArn

• Type: typing.Optional[str]

JobName

• Type: typing.Optional[str]

JobStatus

• Type: typing.Optional[typing.Literal['COMPLETED', 'FAILED', 'IN_PROGRESS', 'STOPPED', 'STOP_REQUESTED', 'SUBMITTED']]

Message

• Type: typing.Optional[str]

SubmitTime

• Type: typing.Optional[datetime.datetime]

EndTime

• Type: typing.Optional[datetime.datetime]

InputDataConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.InputDataConfigPaginatorTypeDef]

OutputDataConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.OutputDataConfigTypeDef]

NumberOfTopics

• Type: typing.Optional[int]

DataAccessRoleArn

• Type: typing.Optional[str]

VolumeKmsKeyId

• Type: typing.Optional[str]

VpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.VpcConfigPaginatorTypeDef]

TopicsDetectionJobPropertiesTypeDef

JobId

• Type: typing.Optional[str]

JobArn

• Type: typing.Optional[str]

JobName

• Type: typing.Optional[str]

JobStatus

• Type: typing.Optional[typing.Literal['COMPLETED', 'FAILED', 'IN_PROGRESS', 'STOPPED', 'STOP_REQUESTED', 'SUBMITTED']]

Message

• Type: typing.Optional[str]

SubmitTime

• Type: typing.Optional[datetime.datetime]

EndTime

• Type: typing.Optional[datetime.datetime]

InputDataConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.InputDataConfigTypeDef]

OutputDataConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.OutputDataConfigTypeDef]

NumberOfTopics

• Type: typing.Optional[int]

DataAccessRoleArn

• Type: typing.Optional[str]

VolumeKmsKeyId

• Type: typing.Optional[str]

VpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.VpcConfigTypeDef]

ToxicContentTypeDef

Name

• Type: typing.Optional[typing.Literal['GRAPHIC', 'HARASSMENT_OR_ABUSE', 'HATE_SPEECH', 'INSULT', 'PROFANITY', 'SEXUAL', 'VIOLENCE_OR_THREAT']]

Score

• Type: typing.Optional[float]

ToxicLabelsTypeDef

Labels

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.comprehend_classes.ToxicContentTypeDef]]

Toxicity

• Type: typing.Optional[float]

UntagResourceRequestRequestTypeDef

ResourceArn

• Type:
• Required: Yes

TagKeys

• Type: typing.Sequence[str]
• Required: Yes

UpdateDataSecurityConfigTypeDef

ModelKmsKeyId

• Type: typing.Optional[str]

VolumeKmsKeyId

• Type: typing.Optional[str]

VpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.VpcConfigTypeDef]

UpdateEndpointRequestRequestTypeDef

EndpointArn

• Type:
• Required: Yes

DesiredModelArn

• Type: typing.Optional[str]

DesiredInferenceUnits

• Type: typing.Optional[int]

DesiredDataAccessRoleArn

• Type: typing.Optional[str]

FlywheelArn

• Type: typing.Optional[str]

UpdateEndpointResponseTypeDef

DesiredModelArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

UpdateFlywheelRequestRequestTypeDef

FlywheelArn

• Type:
• Required: Yes

ActiveModelArn

• Type: typing.Optional[str]

DataAccessRoleArn

• Type: typing.Optional[str]

DataSecurityConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.comprehend_classes.UpdateDataSecurityConfigTypeDef]

UpdateFlywheelResponseTypeDef

FlywheelProperties

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

VpcConfigPaginatorTypeDef

SecurityGroupIds

• Type: typing.List[str]
• Required: Yes

Subnets

• Type: typing.List[str]
• Required: Yes

VpcConfigTypeDef

SecurityGroupIds

• Type: typing.Sequence[str]
• Required: Yes

Subnets

• Type: typing.Sequence[str]
• Required: Yes

WarningsListItemTypeDef

Page

• Type: typing.Optional[int]

WarnCode

• Type: typing.Optional[typing.Literal['INFERENCING_NATIVE_DOCUMENT_WITH_PLAINTEXT_TRAINED_MODEL', 'INFERENCING_PLAINTEXT_WITH_NATIVE_TRAINED_MODEL']]

WarnMessage

• Type: typing.Optional[str]