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<?php // This file was auto-generated from sdk-root/src/data/comprehend/2017-11-27/api-2.json return [ 'version' => '2.0', 'metadata' => [ 'apiVersion' => '2017-11-27', 'endpointPrefix' => 'comprehend', 'jsonVersion' => '1.1', 'protocol' => 'json', 'serviceFullName' => 'Amazon Comprehend', 'serviceId' => 'Comprehend', 'signatureVersion' => 'v4', 'signingName' => 'comprehend', 'targetPrefix' => 'Comprehend_20171127', 'uid' => 'comprehend-2017-11-27', ], 'operations' => [ 'BatchDetectDominantLanguage' => [ 'name' => 'BatchDetectDominantLanguage', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'BatchDetectDominantLanguageRequest', ], 'output' => [ 'shape' => 'BatchDetectDominantLanguageResponse', ], 'errors' => [ [ 'shape' => 'InvalidRequestException', ], [ 'shape' => 'TextSizeLimitExceededException', ], [ 'shape' => 'BatchSizeLimitExceededException', ], [ 'shape' => 'InternalServerException', ], ], ], 'BatchDetectEntities' => [ 'name' => 'BatchDetectEntities', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'BatchDetectEntitiesRequest', ], 'output' => [ 'shape' => 'BatchDetectEntitiesResponse', ], 'errors' => [ [ 'shape' => 'InvalidRequestException', ], [ 'shape' => 'TextSizeLimitExceededException', ], [ 'shape' => 'UnsupportedLanguageException', ], [ 'shape' => 'BatchSizeLimitExceededException', ], [ 'shape' => 'InternalServerException', ], ], ], 'BatchDetectKeyPhrases' => [ 'name' => 'BatchDetectKeyPhrases', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'BatchDetectKeyPhrasesRequest', ], 'output' => [ 'shape' => 'BatchDetectKeyPhrasesResponse', ], 'errors' => [ [ 'shape' => 'InvalidRequestException', ], [ 'shape' => 'TextSizeLimitExceededException', ], [ 'shape' => 'UnsupportedLanguageException', ], [ 'shape' => 'BatchSizeLimitExceededException', ], [ 'shape' => 'InternalServerException', ], ], ], 'BatchDetectSentiment' => [ 'name' => 'BatchDetectSentiment', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'BatchDetectSentimentRequest', ], 'output' => [ 'shape' => 'BatchDetectSentimentResponse', ], 'errors' => [ [ 'shape' => 'InvalidRequestException', ], [ 'shape' => 'TextSizeLimitExceededException', ], [ 'shape' => 'UnsupportedLanguageException', ], [ 'shape' => 'BatchSizeLimitExceededException', ], [ 'shape' => 'InternalServerException', ], ], ], 'BatchDetectSyntax' => [ 'name' => 'BatchDetectSyntax', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'BatchDetectSyntaxRequest', ], 'output' => [ 'shape' => 'BatchDetectSyntaxResponse', ], 'errors' => [ [ 'shape' => 'InvalidRequestException', ], [ 'shape' => 'TextSizeLimitExceededException', ], [ 'shape' => 'UnsupportedLanguageException', ], [ 'shape' => 'BatchSizeLimitExceededException', ], [ 'shape' => 'InternalServerException', ], ], ], 'ClassifyDocument' => [ 'name' => 'ClassifyDocument', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'ClassifyDocumentRequest', ], 'output' => [ 'shape' => 'ClassifyDocumentResponse', ], 'errors' => [ [ 'shape' => 'InvalidRequestException', ], [ 'shape' => 'ResourceUnavailableException', ], [ 'shape' => 'TextSizeLimitExceededException', ], [ 'shape' => 'InternalServerException', ], ], ], 'ContainsPiiEntities' => [ 'name' => 'ContainsPiiEntities', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'ContainsPiiEntitiesRequest', ], 'output' => [ 'shape' => 'ContainsPiiEntitiesResponse', ], 'errors' => [ [ 'shape' => 'InvalidRequestException', ], [ 'shape' => 'TextSizeLimitExceededException', ], [ 'shape' => 'UnsupportedLanguageException', ], [ 'shape' => 'InternalServerException', ], ], ], 'CreateDocumentClassifier' => [ 'name' => 'CreateDocumentClassifier', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'CreateDocumentClassifierRequest', ], 'output' => [ 'shape' => 'CreateDocumentClassifierResponse', ], 'errors' => [ [ 'shape' => 'InvalidRequestException', ], [ 'shape' => 'ResourceInUseException', ], [ 'shape' => 'TooManyTagsException', ], [ 'shape' => 'TooManyRequestsException', ], [ 'shape' => 'ResourceLimitExceededException', ], [ 'shape' => 'UnsupportedLanguageException', ], [ 'shape' => 'KmsKeyValidationException', ], [ 'shape' => 'InternalServerException', ], ], ], 'CreateEndpoint' => [ 'name' => 'CreateEndpoint', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'CreateEndpointRequest', ], 'output' => [ 'shape' => 'CreateEndpointResponse', ], 'errors' => [ [ 'shape' => 'InvalidRequestException', ], [ 'shape' => 'ResourceInUseException', ], [ 'shape' => 'ResourceLimitExceededException', ], [ 'shape' => 'ResourceNotFoundException', ], [ 'shape' => 'ResourceUnavailableException', ], [ 'shape' => 'TooManyRequestsException', ], [ 'shape' => 'TooManyTagsException', ], [ 'shape' => 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'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'DescribePiiEntitiesDetectionJobRequest', ], 'output' => [ 'shape' => 'DescribePiiEntitiesDetectionJobResponse', ], 'errors' => [ [ 'shape' => 'InvalidRequestException', ], [ 'shape' => 'JobNotFoundException', ], [ 'shape' => 'TooManyRequestsException', ], [ 'shape' => 'InternalServerException', ], ], ], 'DescribeSentimentDetectionJob' => [ 'name' => 'DescribeSentimentDetectionJob', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'DescribeSentimentDetectionJobRequest', ], 'output' => [ 'shape' => 'DescribeSentimentDetectionJobResponse', ], 'errors' => [ [ 'shape' => 'InvalidRequestException', ], [ 'shape' => 'JobNotFoundException', ], [ 'shape' => 'TooManyRequestsException', ], [ 'shape' => 'InternalServerException', ], ], ], 'DescribeTopicsDetectionJob' => [ 'name' => 'DescribeTopicsDetectionJob', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' 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'input' => [ 'shape' => 'ListSentimentDetectionJobsRequest', ], 'output' => [ 'shape' => 'ListSentimentDetectionJobsResponse', ], 'errors' => [ [ 'shape' => 'InvalidRequestException', ], [ 'shape' => 'TooManyRequestsException', ], [ 'shape' => 'InvalidFilterException', ], [ 'shape' => 'InternalServerException', ], ], ], 'ListTagsForResource' => [ 'name' => 'ListTagsForResource', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'ListTagsForResourceRequest', ], 'output' => [ 'shape' => 'ListTagsForResourceResponse', ], 'errors' => [ [ 'shape' => 'InvalidRequestException', ], [ 'shape' => 'ResourceNotFoundException', ], [ 'shape' => 'InternalServerException', ], ], ], 'ListTopicsDetectionJobs' => [ 'name' => 'ListTopicsDetectionJobs', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'ListTopicsDetectionJobsRequest', ], 'output' => [ 'shape' => 'ListTopicsDetectionJobsResponse', ], 'errors' => [ [ 'shape' => 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'/', ], 'input' => [ 'shape' => 'UntagResourceRequest', ], 'output' => [ 'shape' => 'UntagResourceResponse', ], 'errors' => [ [ 'shape' => 'TooManyTagKeysException', ], [ 'shape' => 'InvalidRequestException', ], [ 'shape' => 'ConcurrentModificationException', ], [ 'shape' => 'ResourceNotFoundException', ], [ 'shape' => 'InternalServerException', ], ], ], 'UpdateEndpoint' => [ 'name' => 'UpdateEndpoint', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'UpdateEndpointRequest', ], 'output' => [ 'shape' => 'UpdateEndpointResponse', ], 'errors' => [ [ 'shape' => 'InvalidRequestException', ], [ 'shape' => 'TooManyRequestsException', ], [ 'shape' => 'ResourceInUseException', ], [ 'shape' => 'ResourceLimitExceededException', ], [ 'shape' => 'ResourceNotFoundException', ], [ 'shape' => 'ResourceUnavailableException', ], [ 'shape' => 'InternalServerException', ], ], ], ], 'shapes' => [ 'AnyLengthString' => [ 'type' => 'string', ], 'AttributeNamesList' => [ 'type' 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'type' => 'list', 'member' => [ 'shape' => 'BatchItemError', ], ], 'BatchSizeLimitExceededException' => [ 'type' => 'structure', 'members' => [ 'Message' => [ 'shape' => 'String', ], ], 'exception' => true, ], 'ClassifierEvaluationMetrics' => [ 'type' => 'structure', 'members' => [ 'Accuracy' => [ 'shape' => 'Double', ], 'Precision' => [ 'shape' => 'Double', ], 'Recall' => [ 'shape' => 'Double', ], 'F1Score' => [ 'shape' => 'Double', ], 'MicroPrecision' => [ 'shape' => 'Double', ], 'MicroRecall' => [ 'shape' => 'Double', ], 'MicroF1Score' => [ 'shape' => 'Double', ], 'HammingLoss' => [ 'shape' => 'Double', ], ], ], 'ClassifierMetadata' => [ 'type' => 'structure', 'members' => [ 'NumberOfLabels' => [ 'shape' => 'Integer', ], 'NumberOfTrainedDocuments' => [ 'shape' => 'Integer', ], 'NumberOfTestDocuments' => [ 'shape' => 'Integer', ], 'EvaluationMetrics' => [ 'shape' => 'ClassifierEvaluationMetrics', ], ], 'sensitive' => true, ], 'ClassifyDocumentRequest' => [ 'type' => 'structure', 'required' => [ 'Text', 'EndpointArn', ], 'members' => [ 'Text' => [ 'shape' => 'CustomerInputString', ], 'EndpointArn' => [ 'shape' => 'DocumentClassifierEndpointArn', ], ], ], 'ClassifyDocumentResponse' => [ 'type' => 'structure', 'members' => [ 'Classes' => [ 'shape' => 'ListOfClasses', ], 'Labels' => [ 'shape' => 'ListOfLabels', ], ], 'sensitive' => true, ], 'ClientRequestTokenString' => [ 'type' => 'string', 'max' => 64, 'min' => 1, 'pattern' => '^[a-zA-Z0-9-]+$', ], 'ComprehendArn' => [ 'type' => 'string', 'max' => 256, 'pattern' => 'arn:aws(-[^:]+)?:comprehend:[a-zA-Z0-9-]*:[0-9]{12}:[a-zA-Z0-9-]{1,64}/[a-zA-Z0-9](-*[a-zA-Z0-9])*', ], 'ComprehendArnName' => [ 'type' => 'string', 'max' => 63, 'pattern' => '^[a-zA-Z0-9](-*[a-zA-Z0-9])*$', ], 'ComprehendEndpointArn' => [ 'type' => 'string', 'max' => 256, 'pattern' => 'arn:aws(-[^:]+)?:comprehend:[a-zA-Z0-9-]*:[0-9]{12}:(document-classifier-endpoint|entity-recognizer-endpoint)/[a-zA-Z0-9](-*[a-zA-Z0-9])*', ], 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'structure', 'required' => [ 'JobId', ], 'members' => [ 'JobId' => [ 'shape' => 'JobId', ], ], ], 'DescribePiiEntitiesDetectionJobResponse' => [ 'type' => 'structure', 'members' => [ 'PiiEntitiesDetectionJobProperties' => [ 'shape' => 'PiiEntitiesDetectionJobProperties', ], ], ], 'DescribeSentimentDetectionJobRequest' => [ 'type' => 'structure', 'required' => [ 'JobId', ], 'members' => [ 'JobId' => [ 'shape' => 'JobId', ], ], ], 'DescribeSentimentDetectionJobResponse' => [ 'type' => 'structure', 'members' => [ 'SentimentDetectionJobProperties' => [ 'shape' => 'SentimentDetectionJobProperties', ], ], ], 'DescribeTopicsDetectionJobRequest' => [ 'type' => 'structure', 'required' => [ 'JobId', ], 'members' => [ 'JobId' => [ 'shape' => 'JobId', ], ], ], 'DescribeTopicsDetectionJobResponse' => [ 'type' => 'structure', 'members' => [ 'TopicsDetectionJobProperties' => [ 'shape' => 'TopicsDetectionJobProperties', ], ], ], 'DetectDominantLanguageRequest' => [ 'type' => 'structure', 'required' => [ 'Text', ], 'members' => [ 'Text' => [ 'shape' => 'CustomerInputString', ], ], ], 'DetectDominantLanguageResponse' => [ 'type' => 'structure', 'members' => [ 'Languages' => [ 'shape' => 'ListOfDominantLanguages', ], ], 'sensitive' => true, ], 'DetectEntitiesRequest' => [ 'type' => 'structure', 'required' => [ 'Text', ], 'members' => [ 'Text' => [ 'shape' => 'CustomerInputString', ], 'LanguageCode' => [ 'shape' => 'LanguageCode', ], 'EndpointArn' => [ 'shape' => 'EntityRecognizerEndpointArn', ], ], ], 'DetectEntitiesResponse' => [ 'type' => 'structure', 'members' => [ 'Entities' => [ 'shape' => 'ListOfEntities', ], ], 'sensitive' => true, ], 'DetectKeyPhrasesRequest' => [ 'type' => 'structure', 'required' => [ 'Text', 'LanguageCode', ], 'members' => [ 'Text' => [ 'shape' => 'CustomerInputString', ], 'LanguageCode' => [ 'shape' => 'LanguageCode', ], ], ], 'DetectKeyPhrasesResponse' => [ 'type' => 'structure', 'members' => [ 'KeyPhrases' => [ 'shape' => 'ListOfKeyPhrases', ], ], 'sensitive' => true, ], 'DetectPiiEntitiesRequest' => [ 'type' => 'structure', 'required' => [ 'Text', 'LanguageCode', ], 'members' => [ 'Text' => [ 'shape' => 'String', ], 'LanguageCode' => [ 'shape' => 'LanguageCode', ], ], ], 'DetectPiiEntitiesResponse' => [ 'type' => 'structure', 'members' => [ 'Entities' => [ 'shape' => 'ListOfPiiEntities', ], ], ], 'DetectSentimentRequest' => [ 'type' => 'structure', 'required' => [ 'Text', 'LanguageCode', ], 'members' => [ 'Text' => [ 'shape' => 'CustomerInputString', ], 'LanguageCode' => [ 'shape' => 'LanguageCode', ], ], ], 'DetectSentimentResponse' => [ 'type' => 'structure', 'members' => [ 'Sentiment' => [ 'shape' => 'SentimentType', ], 'SentimentScore' => [ 'shape' => 'SentimentScore', ], ], 'sensitive' => true, ], 'DetectSyntaxRequest' => [ 'type' => 'structure', 'required' => [ 'Text', 'LanguageCode', ], 'members' => [ 'Text' => [ 'shape' => 'CustomerInputString', ], 'LanguageCode' => [ 'shape' => 'SyntaxLanguageCode', ], ], ], 'DetectSyntaxResponse' => [ 'type' => 'structure', 'members' => [ 'SyntaxTokens' => [ 'shape' => 'ListOfSyntaxTokens', ], ], 'sensitive' => true, ], 'DocumentClass' => [ 'type' => 'structure', 'members' => [ 'Name' => [ 'shape' => 'String', ], 'Score' => [ 'shape' => 'Float', ], ], ], 'DocumentClassificationJobFilter' => [ 'type' => 'structure', 'members' => [ 'JobName' => [ 'shape' => 'JobName', ], 'JobStatus' => [ 'shape' => 'JobStatus', ], 'SubmitTimeBefore' => [ 'shape' => 'Timestamp', ], 'SubmitTimeAfter' => [ 'shape' => 'Timestamp', ], ], ], 'DocumentClassificationJobProperties' => [ 'type' => 'structure', 'members' => [ 'JobId' => [ 'shape' => 'JobId', ], 'JobName' => [ 'shape' => 'JobName', ], 'JobStatus' => [ 'shape' => 'JobStatus', ], 'Message' => [ 'shape' => 'AnyLengthString', ], 'SubmitTime' => [ 'shape' => 'Timestamp', ], 'EndTime' => [ 'shape' => 'Timestamp', ], 'DocumentClassifierArn' => [ 'shape' => 'DocumentClassifierArn', ], 'InputDataConfig' => [ 'shape' => 'InputDataConfig', ], 'OutputDataConfig' => [ 'shape' => 'OutputDataConfig', ], 'DataAccessRoleArn' => [ 'shape' => 'IamRoleArn', ], 'VolumeKmsKeyId' => [ 'shape' => 'KmsKeyId', ], 'VpcConfig' => [ 'shape' => 'VpcConfig', ], ], ], 'DocumentClassificationJobPropertiesList' => [ 'type' => 'list', 'member' => [ 'shape' => 'DocumentClassificationJobProperties', ], ], 'DocumentClassifierArn' => [ 'type' => 'string', 'max' => 256, 'pattern' => 'arn:aws(-[^:]+)?:comprehend:[a-zA-Z0-9-]*:[0-9]{12}:document-classifier/[a-zA-Z0-9](-*[a-zA-Z0-9])*', ], 'DocumentClassifierAugmentedManifestsList' => [ 'type' => 'list', 'member' => [ 'shape' => 'AugmentedManifestsListItem', ], ], 'DocumentClassifierDataFormat' => [ 'type' => 'string', 'enum' => [ 'COMPREHEND_CSV', 'AUGMENTED_MANIFEST', ], ], 'DocumentClassifierEndpointArn' => [ 'type' => 'string', 'max' => 256, 'pattern' => 'arn:aws(-[^:]+)?:comprehend:[a-zA-Z0-9-]*:[0-9]{12}:document-classifier-endpoint/[a-zA-Z0-9](-*[a-zA-Z0-9])*', ], 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'PiiOutputDataConfig' => [ 'type' => 'structure', 'required' => [ 'S3Uri', ], 'members' => [ 'S3Uri' => [ 'shape' => 'S3Uri', ], 'KmsKeyId' => [ 'shape' => 'KmsKeyId', ], ], ], 'RedactionConfig' => [ 'type' => 'structure', 'members' => [ 'PiiEntityTypes' => [ 'shape' => 'ListOfPiiEntityTypes', ], 'MaskMode' => [ 'shape' => 'PiiEntitiesDetectionMaskMode', ], 'MaskCharacter' => [ 'shape' => 'MaskCharacter', ], ], ], 'ResourceInUseException' => [ 'type' => 'structure', 'members' => [ 'Message' => [ 'shape' => 'String', ], ], 'exception' => true, ], 'ResourceLimitExceededException' => [ 'type' => 'structure', 'members' => [ 'Message' => [ 'shape' => 'String', ], ], 'exception' => true, ], 'ResourceNotFoundException' => [ 'type' => 'structure', 'members' => [ 'Message' => [ 'shape' => 'String', ], ], 'exception' => true, ], 'ResourceUnavailableException' => [ 'type' => 'structure', 'members' => [ 'Message' => [ 'shape' => 'String', ], ], 'exception' => true, ], 'S3Uri' => [ 'type' => 'string', 'max' => 1024, 'pattern' => 's3://[a-z0-9][\\.\\-a-z0-9]{1,61}[a-z0-9](/.*)?', ], 'SecurityGroupId' => [ 'type' => 'string', 'max' => 32, 'min' => 1, 'pattern' => '[-0-9a-zA-Z]+', ], 'SecurityGroupIds' => [ 'type' => 'list', 'member' => [ 'shape' => 'SecurityGroupId', ], 'max' => 5, 'min' => 1, ], 'SentimentDetectionJobFilter' => [ 'type' => 'structure', 'members' => [ 'JobName' => [ 'shape' => 'JobName', ], 'JobStatus' => [ 'shape' => 'JobStatus', ], 'SubmitTimeBefore' => [ 'shape' => 'Timestamp', ], 'SubmitTimeAfter' => [ 'shape' => 'Timestamp', ], ], ], 'SentimentDetectionJobProperties' => [ 'type' => 'structure', 'members' => [ 'JobId' => [ 'shape' => 'JobId', ], 'JobName' => [ 'shape' => 'JobName', ], 'JobStatus' => [ 'shape' => 'JobStatus', ], 'Message' => [ 'shape' => 'AnyLengthString', ], 'SubmitTime' => [ 'shape' => 'Timestamp', ], 'EndTime' => [ 'shape' => 'Timestamp', ], 'InputDataConfig' => [ 'shape' => 'InputDataConfig', ], 'OutputDataConfig' => [ 'shape' => 'OutputDataConfig', ], 'LanguageCode' => [ 'shape' => 'LanguageCode', ], 'DataAccessRoleArn' => [ 'shape' => 'IamRoleArn', ], 'VolumeKmsKeyId' => [ 'shape' => 'KmsKeyId', ], 'VpcConfig' => [ 'shape' => 'VpcConfig', ], ], ], 'SentimentDetectionJobPropertiesList' => [ 'type' => 'list', 'member' => [ 'shape' => 'SentimentDetectionJobProperties', ], ], 'SentimentScore' => [ 'type' => 'structure', 'members' => [ 'Positive' => [ 'shape' => 'Float', ], 'Negative' => [ 'shape' => 'Float', ], 'Neutral' => [ 'shape' => 'Float', ], 'Mixed' => [ 'shape' => 'Float', ], ], ], 'SentimentType' => [ 'type' => 'string', 'enum' => [ 'POSITIVE', 'NEGATIVE', 'NEUTRAL', 'MIXED', ], ], 'StartDocumentClassificationJobRequest' => [ 'type' => 'structure', 'required' => [ 'DocumentClassifierArn', 'InputDataConfig', 'OutputDataConfig', 'DataAccessRoleArn', ], 'members' => [ 'JobName' => [ 'shape' => 'JobName', ], 'DocumentClassifierArn' => [ 'shape' => 'DocumentClassifierArn', ], 'InputDataConfig' => [ 'shape' => 'InputDataConfig', ], 'OutputDataConfig' => [ 'shape' => 'OutputDataConfig', ], 'DataAccessRoleArn' => [ 'shape' => 'IamRoleArn', ], 'ClientRequestToken' => [ 'shape' => 'ClientRequestTokenString', 'idempotencyToken' => true, ], 'VolumeKmsKeyId' => [ 'shape' => 'KmsKeyId', ], 'VpcConfig' => [ 'shape' => 'VpcConfig', ], ], ], 'StartDocumentClassificationJobResponse' => [ 'type' => 'structure', 'members' => [ 'JobId' => [ 'shape' => 'JobId', ], 'JobStatus' => [ 'shape' => 'JobStatus', ], ], ], 'StartDominantLanguageDetectionJobRequest' => [ 'type' => 'structure', 'required' => [ 'InputDataConfig', 'OutputDataConfig', 'DataAccessRoleArn', ], 'members' => [ 'InputDataConfig' => [ 'shape' => 'InputDataConfig', ], 'OutputDataConfig' => [ 'shape' => 'OutputDataConfig', ], 'DataAccessRoleArn' => [ 'shape' => 'IamRoleArn', ], 'JobName' => [ 'shape' => 'JobName', ], 'ClientRequestToken' => [ 'shape' => 'ClientRequestTokenString', 'idempotencyToken' => true, ], 'VolumeKmsKeyId' => [ 'shape' => 'KmsKeyId', ], 'VpcConfig' => [ 'shape' => 'VpcConfig', ], ], ], 'StartDominantLanguageDetectionJobResponse' => [ 'type' => 'structure', 'members' => [ 'JobId' => [ 'shape' => 'JobId', ], 'JobStatus' => [ 'shape' => 'JobStatus', ], ], ], 'StartEntitiesDetectionJobRequest' => [ 'type' => 'structure', 'required' => [ 'InputDataConfig', 'OutputDataConfig', 'DataAccessRoleArn', 'LanguageCode', ], 'members' => [ 'InputDataConfig' => [ 'shape' => 'InputDataConfig', ], 'OutputDataConfig' => [ 'shape' => 'OutputDataConfig', ], 'DataAccessRoleArn' => [ 'shape' => 'IamRoleArn', ], 'JobName' => [ 'shape' => 'JobName', ], 'EntityRecognizerArn' => [ 'shape' => 'EntityRecognizerArn', ], 'LanguageCode' => [ 'shape' => 'LanguageCode', ], 'ClientRequestToken' => [ 'shape' => 'ClientRequestTokenString', 'idempotencyToken' => true, ], 'VolumeKmsKeyId' => [ 'shape' => 'KmsKeyId', ], 'VpcConfig' => [ 'shape' => 'VpcConfig', ], ], ], 'StartEntitiesDetectionJobResponse' => [ 'type' => 'structure', 'members' => [ 'JobId' => [ 'shape' => 'JobId', ], 'JobStatus' => [ 'shape' => 'JobStatus', ], ], ], 'StartEventsDetectionJobRequest' => [ 'type' => 'structure', 'required' => [ 'InputDataConfig', 'OutputDataConfig', 'DataAccessRoleArn', 'LanguageCode', 'TargetEventTypes', ], 'members' => [ 'InputDataConfig' => [ 'shape' => 'InputDataConfig', ], 'OutputDataConfig' => [ 'shape' => 'OutputDataConfig', ], 'DataAccessRoleArn' => [ 'shape' => 'IamRoleArn', ], 'JobName' => [ 'shape' => 'JobName', ], 'LanguageCode' => [ 'shape' => 'LanguageCode', ], 'ClientRequestToken' => [ 'shape' => 'ClientRequestTokenString', 'idempotencyToken' => true, ], 'TargetEventTypes' => [ 'shape' => 'TargetEventTypes', ], ], ], 'StartEventsDetectionJobResponse' => [ 'type' => 'structure', 'members' => [ 'JobId' => [ 'shape' => 'JobId', ], 'JobStatus' => [ 'shape' => 'JobStatus', ], ], ], 'StartKeyPhrasesDetectionJobRequest' => [ 'type' => 'structure', 'required' => [ 'InputDataConfig', 'OutputDataConfig', 'DataAccessRoleArn', 'LanguageCode', ], 'members' => [ 'InputDataConfig' => [ 'shape' => 'InputDataConfig', ], 'OutputDataConfig' => [ 'shape' => 'OutputDataConfig', ], 'DataAccessRoleArn' => [ 'shape' => 'IamRoleArn', ], 'JobName' => [ 'shape' => 'JobName', ], 'LanguageCode' => [ 'shape' => 'LanguageCode', ], 'ClientRequestToken' => [ 'shape' => 'ClientRequestTokenString', 'idempotencyToken' => true, ], 'VolumeKmsKeyId' => [ 'shape' => 'KmsKeyId', ], 'VpcConfig' => [ 'shape' => 'VpcConfig', ], ], ], 'StartKeyPhrasesDetectionJobResponse' => [ 'type' => 'structure', 'members' => [ 'JobId' => [ 'shape' => 'JobId', ], 'JobStatus' => [ 'shape' => 'JobStatus', ], ], ], 'StartPiiEntitiesDetectionJobRequest' => [ 'type' => 'structure', 'required' => [ 'InputDataConfig', 'OutputDataConfig', 'Mode', 'DataAccessRoleArn', 'LanguageCode', ], 'members' => [ 'InputDataConfig' => [ 'shape' => 'InputDataConfig', ], 'OutputDataConfig' => [ 'shape' => 'OutputDataConfig', ], 'Mode' => [ 'shape' => 'PiiEntitiesDetectionMode', ], 'RedactionConfig' => [ 'shape' => 'RedactionConfig', ], 'DataAccessRoleArn' => [ 'shape' => 'IamRoleArn', ], 'JobName' => [ 'shape' => 'JobName', ], 'LanguageCode' => [ 'shape' => 'LanguageCode', ], 'ClientRequestToken' => [ 'shape' => 'ClientRequestTokenString', 'idempotencyToken' => true, ], ], ], 'StartPiiEntitiesDetectionJobResponse' => [ 'type' => 'structure', 'members' => [ 'JobId' => [ 'shape' => 'JobId', ], 'JobStatus' => [ 'shape' => 'JobStatus', ], ], ], 'StartSentimentDetectionJobRequest' => [ 'type' => 'structure', 'required' => [ 'InputDataConfig', 'OutputDataConfig', 'DataAccessRoleArn', 'LanguageCode', ], 'members' => [ 'InputDataConfig' => [ 'shape' => 'InputDataConfig', ], 'OutputDataConfig' => [ 'shape' => 'OutputDataConfig', ], 'DataAccessRoleArn' => [ 'shape' => 'IamRoleArn', ], 'JobName' => [ 'shape' => 'JobName', ], 'LanguageCode' => [ 'shape' => 'LanguageCode', ], 'ClientRequestToken' => [ 'shape' => 'ClientRequestTokenString', 'idempotencyToken' => true, ], 'VolumeKmsKeyId' => [ 'shape' => 'KmsKeyId', ], 'VpcConfig' => [ 'shape' => 'VpcConfig', ], ], ], 'StartSentimentDetectionJobResponse' => [ 'type' => 'structure', 'members' => [ 'JobId' => [ 'shape' => 'JobId', ], 'JobStatus' => [ 'shape' => 'JobStatus', ], ], ], 'StartTopicsDetectionJobRequest' => [ 'type' => 'structure', 'required' => [ 'InputDataConfig', 'OutputDataConfig', 'DataAccessRoleArn', ], 'members' => [ 'InputDataConfig' => [ 'shape' => 'InputDataConfig', ], 'OutputDataConfig' => [ 'shape' => 'OutputDataConfig', ], 'DataAccessRoleArn' => [ 'shape' => 'IamRoleArn', ], 'JobName' => [ 'shape' => 'JobName', ], 'NumberOfTopics' => [ 'shape' => 'NumberOfTopicsInteger', ], 'ClientRequestToken' => [ 'shape' => 'ClientRequestTokenString', 'idempotencyToken' => true, ], 'VolumeKmsKeyId' => [ 'shape' => 'KmsKeyId', ], 'VpcConfig' => [ 'shape' => 'VpcConfig', ], ], ], 'StartTopicsDetectionJobResponse' => [ 'type' => 'structure', 'members' => [ 'JobId' => [ 'shape' => 'JobId', ], 'JobStatus' => [ 'shape' => 'JobStatus', ], ], ], 'StopDominantLanguageDetectionJobRequest' => [ 'type' => 'structure', 'required' => [ 'JobId', ], 'members' => [ 'JobId' => [ 'shape' => 'JobId', ], ], ], 'StopDominantLanguageDetectionJobResponse' => [ 'type' => 'structure', 'members' => [ 'JobId' => [ 'shape' => 'JobId', ], 'JobStatus' => [ 'shape' => 'JobStatus', ], ], ], 'StopEntitiesDetectionJobRequest' => [ 'type' => 'structure', 'required' => [ 'JobId', ], 'members' => [ 'JobId' => [ 'shape' => 'JobId', ], ], ], 'StopEntitiesDetectionJobResponse' => [ 'type' => 'structure', 'members' => [ 'JobId' => [ 'shape' => 'JobId', ], 'JobStatus' => [ 'shape' => 'JobStatus', ], ], ], 'StopEventsDetectionJobRequest' => [ 'type' => 'structure', 'required' => [ 'JobId', ], 'members' => [ 'JobId' => [ 'shape' => 'JobId', ], ], ], 'StopEventsDetectionJobResponse' => [ 'type' => 'structure', 'members' => [ 'JobId' => [ 'shape' => 'JobId', ], 'JobStatus' => [ 'shape' => 'JobStatus', ], ], ], 'StopKeyPhrasesDetectionJobRequest' => [ 'type' => 'structure', 'required' => [ 'JobId', ], 'members' => [ 'JobId' => [ 'shape' => 'JobId', ], ], ], 'StopKeyPhrasesDetectionJobResponse' => [ 'type' => 'structure', 'members' => [ 'JobId' => [ 'shape' => 'JobId', ], 'JobStatus' => [ 'shape' => 'JobStatus', ], ], ], 'StopPiiEntitiesDetectionJobRequest' => [ 'type' => 'structure', 'required' => [ 'JobId', ], 'members' => [ 'JobId' => [ 'shape' => 'JobId', ], ], ], 'StopPiiEntitiesDetectionJobResponse' => [ 'type' => 'structure', 'members' => [ 'JobId' => [ 'shape' => 'JobId', ], 'JobStatus' => [ 'shape' => 'JobStatus', ], ], ], 'StopSentimentDetectionJobRequest' => [ 'type' => 'structure', 'required' => [ 'JobId', ], 'members' => [ 'JobId' => [ 'shape' => 'JobId', ], ], ], 'StopSentimentDetectionJobResponse' => [ 'type' => 'structure', 'members' => [ 'JobId' => [ 'shape' => 'JobId', ], 'JobStatus' => [ 'shape' => 'JobStatus', ], ], ], 'StopTrainingDocumentClassifierRequest' => [ 'type' => 'structure', 'required' => [ 'DocumentClassifierArn', ], 'members' => [ 'DocumentClassifierArn' => [ 'shape' => 'DocumentClassifierArn', ], ], ], 'StopTrainingDocumentClassifierResponse' => [ 'type' => 'structure', 'members' => [], ], 'StopTrainingEntityRecognizerRequest' => [ 'type' => 'structure', 'required' => [ 'EntityRecognizerArn', ], 'members' => [ 'EntityRecognizerArn' => [ 'shape' => 'EntityRecognizerArn', ], ], ], 'StopTrainingEntityRecognizerResponse' => [ 'type' => 'structure', 'members' => [], ], 'String' => [ 'type' => 'string', 'min' => 1, ], 'SubnetId' => [ 'type' => 'string', 'max' => 32, 'min' => 1, 'pattern' => '[-0-9a-zA-Z]+', ], 'Subnets' => [ 'type' => 'list', 'member' => [ 'shape' => 'SubnetId', ], 'max' => 16, 'min' => 1, ], 'SyntaxLanguageCode' => [ 'type' => 'string', 'enum' => [ 'en', 'es', 'fr', 'de', 'it', 'pt', ], ], 'SyntaxToken' => [ 'type' => 'structure', 'members' => [ 'TokenId' => [ 'shape' => 'Integer', ], 'Text' => [ 'shape' => 'String', ], 'BeginOffset' => [ 'shape' => 'Integer', ], 'EndOffset' => [ 'shape' => 'Integer', ], 'PartOfSpeech' => [ 'shape' => 'PartOfSpeechTag', ], ], ], 'Tag' => [ 'type' => 'structure', 'required' => [ 'Key', ], 'members' => [ 'Key' => [ 'shape' => 'TagKey', ], 'Value' => [ 'shape' => 'TagValue', ], ], ], 'TagKey' => [ 'type' => 'string', 'max' => 128, 'min' => 1, ], 'TagKeyList' => [ 'type' => 'list', 'member' => [ 'shape' => 'TagKey', ], ], 'TagList' => [ 'type' => 'list', 'member' => [ 'shape' => 'Tag', ], ], 'TagResourceRequest' => [ 'type' => 'structure', 'required' => [ 'ResourceArn', 'Tags', ], 'members' => [ 'ResourceArn' => [ 'shape' => 'ComprehendArn', ], 'Tags' => [ 'shape' => 'TagList', ], ], ], 'TagResourceResponse' => [ 'type' => 'structure', 'members' => [], ], 'TagValue' => [ 'type' => 'string', 'max' => 256, 'min' => 0, ], 'TargetEventTypes' => [ 'type' => 'list', 'member' => [ 'shape' => 'EventTypeString', ], 'min' => 1, ], 'TextSizeLimitExceededException' => [ 'type' => 'structure', 'members' => [ 'Message' => [ 'shape' => 'String', ], ], 'exception' => true, ], 'Timestamp' => [ 'type' => 'timestamp', ], 'TooManyRequestsException' => [ 'type' => 'structure', 'members' => [ 'Message' => [ 'shape' => 'String', ], ], 'exception' => true, ], 'TooManyTagKeysException' => [ 'type' => 'structure', 'members' => [ 'Message' => [ 'shape' => 'String', ], ], 'exception' => true, ], 'TooManyTagsException' => [ 'type' => 'structure', 'members' => [ 'Message' => [ 'shape' => 'String', ], ], 'exception' => true, ], 'TopicsDetectionJobFilter' => [ 'type' => 'structure', 'members' => [ 'JobName' => [ 'shape' => 'JobName', ], 'JobStatus' => [ 'shape' => 'JobStatus', ], 'SubmitTimeBefore' => [ 'shape' => 'Timestamp', ], 'SubmitTimeAfter' => [ 'shape' => 'Timestamp', ], ], ], 'TopicsDetectionJobProperties' => [ 'type' => 'structure', 'members' => [ 'JobId' => [ 'shape' => 'JobId', ], 'JobName' => [ 'shape' => 'JobName', ], 'JobStatus' => [ 'shape' => 'JobStatus', ], 'Message' => [ 'shape' => 'AnyLengthString', ], 'SubmitTime' => [ 'shape' => 'Timestamp', ], 'EndTime' => [ 'shape' => 'Timestamp', ], 'InputDataConfig' => [ 'shape' => 'InputDataConfig', ], 'OutputDataConfig' => [ 'shape' => 'OutputDataConfig', ], 'NumberOfTopics' => [ 'shape' => 'Integer', ], 'DataAccessRoleArn' => [ 'shape' => 'IamRoleArn', ], 'VolumeKmsKeyId' => [ 'shape' => 'KmsKeyId', ], 'VpcConfig' => [ 'shape' => 'VpcConfig', ], ], ], 'TopicsDetectionJobPropertiesList' => [ 'type' => 'list', 'member' => [ 'shape' => 'TopicsDetectionJobProperties', ], ], 'UnsupportedLanguageException' => [ 'type' => 'structure', 'members' => [ 'Message' => [ 'shape' => 'String', ], ], 'exception' => true, ], 'UntagResourceRequest' => [ 'type' => 'structure', 'required' => [ 'ResourceArn', 'TagKeys', ], 'members' => [ 'ResourceArn' => [ 'shape' => 'ComprehendArn', ], 'TagKeys' => [ 'shape' => 'TagKeyList', ], ], ], 'UntagResourceResponse' => [ 'type' => 'structure', 'members' => [], ], 'UpdateEndpointRequest' => [ 'type' => 'structure', 'required' => [ 'EndpointArn', 'DesiredInferenceUnits', ], 'members' => [ 'EndpointArn' => [ 'shape' => 'ComprehendEndpointArn', ], 'DesiredInferenceUnits' => [ 'shape' => 'InferenceUnitsInteger', ], ], ], 'UpdateEndpointResponse' => [ 'type' => 'structure', 'members' => [], ], 'VpcConfig' => [ 'type' => 'structure', 'required' => [ 'SecurityGroupIds', 'Subnets', ], 'members' => [ 'SecurityGroupIds' => [ 'shape' => 'SecurityGroupIds', ], 'Subnets' => [ 'shape' => 'Subnets', ], ], ], ],];
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