{
  "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"}
      ]
    },
    "BatchDetectTargetedSentiment":{
      "name":"BatchDetectTargetedSentiment",
      "http":{
        "method":"POST",
        "requestUri":"/"
      },
      "input":{"shape":"BatchDetectTargetedSentimentRequest"},
      "output":{"shape":"BatchDetectTargetedSentimentResponse"},
      "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"}
      ]
    },
    "CreateDataset":{
      "name":"CreateDataset",
      "http":{
        "method":"POST",
        "requestUri":"/"
      },
      "input":{"shape":"CreateDatasetRequest"},
      "output":{"shape":"CreateDatasetResponse"},
      "errors":[
        {"shape":"InvalidRequestException"},
        {"shape":"ResourceInUseException"},
        {"shape":"TooManyTagsException"},
        {"shape":"TooManyRequestsException"},
        {"shape":"ResourceLimitExceededException"},
        {"shape":"ResourceNotFoundException"},
        {"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":"InternalServerException"}
      ]
    },
    "CreateEntityRecognizer":{
      "name":"CreateEntityRecognizer",
      "http":{
        "method":"POST",
        "requestUri":"/"
      },
      "input":{"shape":"CreateEntityRecognizerRequest"},
      "output":{"shape":"CreateEntityRecognizerResponse"},
      "errors":[
        {"shape":"InvalidRequestException"},
        {"shape":"ResourceInUseException"},
        {"shape":"TooManyTagsException"},
        {"shape":"TooManyRequestsException"},
        {"shape":"ResourceLimitExceededException"},
        {"shape":"UnsupportedLanguageException"},
        {"shape":"KmsKeyValidationException"},
        {"shape":"InternalServerException"}
      ]
    },
    "CreateFlywheel":{
      "name":"CreateFlywheel",
      "http":{
        "method":"POST",
        "requestUri":"/"
      },
      "input":{"shape":"CreateFlywheelRequest"},
      "output":{"shape":"CreateFlywheelResponse"},
      "errors":[
        {"shape":"InvalidRequestException"},
        {"shape":"ResourceInUseException"},
        {"shape":"TooManyTagsException"},
        {"shape":"TooManyRequestsException"},
        {"shape":"ResourceLimitExceededException"},
        {"shape":"UnsupportedLanguageException"},
        {"shape":"KmsKeyValidationException"},
        {"shape":"ResourceNotFoundException"},
        {"shape":"ResourceUnavailableException"},
        {"shape":"InternalServerException"}
      ]
    },
    "DeleteDocumentClassifier":{
      "name":"DeleteDocumentClassifier",
      "http":{
        "method":"POST",
        "requestUri":"/"
      },
      "input":{"shape":"DeleteDocumentClassifierRequest"},
      "output":{"shape":"DeleteDocumentClassifierResponse"},
      "errors":[
        {"shape":"InvalidRequestException"},
        {"shape":"TooManyRequestsException"},
        {"shape":"ResourceNotFoundException"},
        {"shape":"ResourceUnavailableException"},
        {"shape":"ResourceInUseException"},
        {"shape":"InternalServerException"}
      ]
    },
    "DeleteEndpoint":{
      "name":"DeleteEndpoint",
      "http":{
        "method":"POST",
        "requestUri":"/"
      },
      "input":{"shape":"DeleteEndpointRequest"},
      "output":{"shape":"DeleteEndpointResponse"},
      "errors":[
        {"shape":"InvalidRequestException"},
        {"shape":"ResourceInUseException"},
        {"shape":"ResourceNotFoundException"},
        {"shape":"TooManyRequestsException"},
        {"shape":"InternalServerException"}
      ]
    },
    "DeleteEntityRecognizer":{
      "name":"DeleteEntityRecognizer",
      "http":{
        "method":"POST",
        "requestUri":"/"
      },
      "input":{"shape":"DeleteEntityRecognizerRequest"},
      "output":{"shape":"DeleteEntityRecognizerResponse"},
      "errors":[
        {"shape":"InvalidRequestException"},
        {"shape":"TooManyRequestsException"},
        {"shape":"ResourceNotFoundException"},
        {"shape":"ResourceUnavailableException"},
        {"shape":"ResourceInUseException"},
        {"shape":"InternalServerException"}
      ]
    },
    "DeleteFlywheel":{
      "name":"DeleteFlywheel",
      "http":{
        "method":"POST",
        "requestUri":"/"
      },
      "input":{"shape":"DeleteFlywheelRequest"},
      "output":{"shape":"DeleteFlywheelResponse"},
      "errors":[
        {"shape":"InvalidRequestException"},
        {"shape":"TooManyRequestsException"},
        {"shape":"ResourceNotFoundException"},
        {"shape":"ResourceUnavailableException"},
        {"shape":"ResourceInUseException"},
        {"shape":"InternalServerException"}
      ]
    },
    "DeleteResourcePolicy":{
      "name":"DeleteResourcePolicy",
      "http":{
        "method":"POST",
        "requestUri":"/"
      },
      "input":{"shape":"DeleteResourcePolicyRequest"},
      "output":{"shape":"DeleteResourcePolicyResponse"},
      "errors":[
        {"shape":"InvalidRequestException"},
        {"shape":"ResourceNotFoundException"},
        {"shape":"InternalServerException"}
      ]
    },
    "DescribeDataset":{
      "name":"DescribeDataset",
      "http":{
        "method":"POST",
        "requestUri":"/"
      },
      "input":{"shape":"DescribeDatasetRequest"},
      "output":{"shape":"DescribeDatasetResponse"},
      "errors":[
        {"shape":"InvalidRequestException"},
        {"shape":"TooManyRequestsException"},
        {"shape":"ResourceNotFoundException"},
        {"shape":"InternalServerException"}
      ]
    },
    "DescribeDocumentClassificationJob":{
      "name":"DescribeDocumentClassificationJob",
      "http":{
        "method":"POST",
        "requestUri":"/"
      },
      "input":{"shape":"DescribeDocumentClassificationJobRequest"},
      "output":{"shape":"DescribeDocumentClassificationJobResponse"},
      "errors":[
        {"shape":"InvalidRequestException"},
        {"shape":"TooManyRequestsException"},
        {"shape":"JobNotFoundException"},
        {"shape":"InternalServerException"}
      ]
    },
    "DescribeDocumentClassifier":{
      "name":"DescribeDocumentClassifier",
      "http":{
        "method":"POST",
        "requestUri":"/"
      },
      "input":{"shape":"DescribeDocumentClassifierRequest"},
      "output":{"shape":"DescribeDocumentClassifierResponse"},
      "errors":[
        {"shape":"InvalidRequestException"},
        {"shape":"TooManyRequestsException"},
        {"shape":"ResourceNotFoundException"},
        {"shape":"InternalServerException"}
      ]
    },
    "DescribeDominantLanguageDetectionJob":{
      "name":"DescribeDominantLanguageDetectionJob",
      "http":{
        "method":"POST",
        "requestUri":"/"
      },
      "input":{"shape":"DescribeDominantLanguageDetectionJobRequest"},
      "output":{"shape":"DescribeDominantLanguageDetectionJobResponse"},
      "errors":[
        {"shape":"InvalidRequestException"},
        {"shape":"JobNotFoundException"},
        {"shape":"TooManyRequestsException"},
        {"shape":"InternalServerException"}
      ]
    },
    "DescribeEndpoint":{
      "name":"DescribeEndpoint",
      "http":{
        "method":"POST",
        "requestUri":"/"
      },
      "input":{"shape":"DescribeEndpointRequest"},
      "output":{"shape":"DescribeEndpointResponse"},
      "errors":[
        {"shape":"InvalidRequestException"},
        {"shape":"TooManyRequestsException"},
        {"shape":"ResourceNotFoundException"},
        {"shape":"InternalServerException"}
      ]
    },
    "DescribeEntitiesDetectionJob":{
      "name":"DescribeEntitiesDetectionJob",
      "http":{
        "method":"POST",
        "requestUri":"/"
      },
      "input":{"shape":"DescribeEntitiesDetectionJobRequest"},
      "output":{"shape":"DescribeEntitiesDetectionJobResponse"},
      "errors":[
        {"shape":"InvalidRequestException"},
        {"shape":"JobNotFoundException"},
        {"shape":"TooManyRequestsException"},
        {"shape":"InternalServerException"}
      ]
    },
    "DescribeEntityRecognizer":{
      "name":"DescribeEntityRecognizer",
      "http":{
        "method":"POST",
        "requestUri":"/"
      },
      "input":{"shape":"DescribeEntityRecognizerRequest"},
      "output":{"shape":"DescribeEntityRecognizerResponse"},
      "errors":[
        {"shape":"InvalidRequestException"},
        {"shape":"TooManyRequestsException"},
        {"shape":"ResourceNotFoundException"},
        {"shape":"InternalServerException"}
      ]
    },
    "DescribeEventsDetectionJob":{
      "name":"DescribeEventsDetectionJob",
      "http":{
        "method":"POST",
        "requestUri":"/"
      },
      "input":{"shape":"DescribeEventsDetectionJobRequest"},
      "output":{"shape":"DescribeEventsDetectionJobResponse"},
      "errors":[
        {"shape":"InvalidRequestException"},
        {"shape":"JobNotFoundException"},
        {"shape":"TooManyRequestsException"},
        {"shape":"InternalServerException"}
      ]
    },
    "DescribeFlywheel":{
      "name":"DescribeFlywheel",
      "http":{
        "method":"POST",
        "requestUri":"/"
      },
      "input":{"shape":"DescribeFlywheelRequest"},
      "output":{"shape":"DescribeFlywheelResponse"},
      "errors":[
        {"shape":"InvalidRequestException"},
        {"shape":"TooManyRequestsException"},
        {"shape":"ResourceNotFoundException"},
        {"shape":"InternalServerException"}
      ]
    },
    "DescribeFlywheelIteration":{
      "name":"DescribeFlywheelIteration",
      "http":{
        "method":"POST",
        "requestUri":"/"
      },
      "input":{"shape":"DescribeFlywheelIterationRequest"},
      "output":{"shape":"DescribeFlywheelIterationResponse"},
      "errors":[
        {"shape":"InvalidRequestException"},
        {"shape":"TooManyRequestsException"},
        {"shape":"ResourceNotFoundException"},
        {"shape":"InternalServerException"}
      ]
    },
    "DescribeKeyPhrasesDetectionJob":{
      "name":"DescribeKeyPhrasesDetectionJob",
      "http":{
        "method":"POST",
        "requestUri":"/"
      },
      "input":{"shape":"DescribeKeyPhrasesDetectionJobRequest"},
      "output":{"shape":"DescribeKeyPhrasesDetectionJobResponse"},
      "errors":[
        {"shape":"InvalidRequestException"},
        {"shape":"JobNotFoundException"},
        {"shape":"TooManyRequestsException"},
        {"shape":"InternalServerException"}
      ]
    },
    "DescribePiiEntitiesDetectionJob":{
      "name":"DescribePiiEntitiesDetectionJob",
      "http":{
        "method":"POST",
        "requestUri":"/"
      },
      "input":{"shape":"DescribePiiEntitiesDetectionJobRequest"},
      "output":{"shape":"DescribePiiEntitiesDetectionJobResponse"},
      "errors":[
        {"shape":"InvalidRequestException"},
        {"shape":"JobNotFoundException"},
        {"shape":"TooManyRequestsException"},
        {"shape":"InternalServerException"}
      ]
    },
    "DescribeResourcePolicy":{
      "name":"DescribeResourcePolicy",
      "http":{
        "method":"POST",
        "requestUri":"/"
      },
      "input":{"shape":"DescribeResourcePolicyRequest"},
      "output":{"shape":"DescribeResourcePolicyResponse"},
      "errors":[
        {"shape":"InvalidRequestException"},
        {"shape":"ResourceNotFoundException"},
        {"shape":"InternalServerException"}
      ]
    },
    "DescribeSentimentDetectionJob":{
      "name":"DescribeSentimentDetectionJob",
      "http":{
        "method":"POST",
        "requestUri":"/"
      },
      "input":{"shape":"DescribeSentimentDetectionJobRequest"},
      "output":{"shape":"DescribeSentimentDetectionJobResponse"},
      "errors":[
        {"shape":"InvalidRequestException"},
        {"shape":"JobNotFoundException"},
        {"shape":"TooManyRequestsException"},
        {"shape":"InternalServerException"}
      ]
    },
    "DescribeTargetedSentimentDetectionJob":{
      "name":"DescribeTargetedSentimentDetectionJob",
      "http":{
        "method":"POST",
        "requestUri":"/"
      },
      "input":{"shape":"DescribeTargetedSentimentDetectionJobRequest"},
      "output":{"shape":"DescribeTargetedSentimentDetectionJobResponse"},
      "errors":[
        {"shape":"InvalidRequestException"},
        {"shape":"JobNotFoundException"},
        {"shape":"TooManyRequestsException"},
        {"shape":"InternalServerException"}
      ]
    },
    "DescribeTopicsDetectionJob":{
      "name":"DescribeTopicsDetectionJob",
      "http":{
        "method":"POST",
        "requestUri":"/"
      },
      "input":{"shape":"DescribeTopicsDetectionJobRequest"},
      "output":{"shape":"DescribeTopicsDetectionJobResponse"},
      "errors":[
        {"shape":"InvalidRequestException"},
        {"shape":"JobNotFoundException"},
        {"shape":"TooManyRequestsException"},
        {"shape":"InternalServerException"}
      ]
    },
    "DetectDominantLanguage":{
      "name":"DetectDominantLanguage",
      "http":{
        "method":"POST",
        "requestUri":"/"
      },
      "input":{"shape":"DetectDominantLanguageRequest"},
      "output":{"shape":"DetectDominantLanguageResponse"},
      "errors":[
        {"shape":"InvalidRequestException"},
        {"shape":"TextSizeLimitExceededException"},
        {"shape":"InternalServerException"}
      ]
    },
    "DetectEntities":{
      "name":"DetectEntities",
      "http":{
        "method":"POST",
        "requestUri":"/"
      },
      "input":{"shape":"DetectEntitiesRequest"},
      "output":{"shape":"DetectEntitiesResponse"},
      "errors":[
        {"shape":"InvalidRequestException"},
        {"shape":"ResourceUnavailableException"},
        {"shape":"TextSizeLimitExceededException"},
        {"shape":"UnsupportedLanguageException"},
        {"shape":"InternalServerException"}
      ]
    },
    "DetectKeyPhrases":{
      "name":"DetectKeyPhrases",
      "http":{
        "method":"POST",
        "requestUri":"/"
      },
      "input":{"shape":"DetectKeyPhrasesRequest"},
      "output":{"shape":"DetectKeyPhrasesResponse"},
      "errors":[
        {"shape":"InvalidRequestException"},
        {"shape":"TextSizeLimitExceededException"},
        {"shape":"UnsupportedLanguageException"},
        {"shape":"InternalServerException"}
      ]
    },
    "DetectPiiEntities":{
      "name":"DetectPiiEntities",
      "http":{
        "method":"POST",
        "requestUri":"/"
      },
      "input":{"shape":"DetectPiiEntitiesRequest"},
      "output":{"shape":"DetectPiiEntitiesResponse"},
      "errors":[
        {"shape":"InvalidRequestException"},
        {"shape":"TextSizeLimitExceededException"},
        {"shape":"UnsupportedLanguageException"},
        {"shape":"InternalServerException"}
      ]
    },
    "DetectSentiment":{
      "name":"DetectSentiment",
      "http":{
        "method":"POST",
        "requestUri":"/"
      },
      "input":{"shape":"DetectSentimentRequest"},
      "output":{"shape":"DetectSentimentResponse"},
      "errors":[
        {"shape":"InvalidRequestException"},
        {"shape":"TextSizeLimitExceededException"},
        {"shape":"UnsupportedLanguageException"},
        {"shape":"InternalServerException"}
      ]
    },
    "DetectSyntax":{
      "name":"DetectSyntax",
      "http":{
        "method":"POST",
        "requestUri":"/"
      },
      "input":{"shape":"DetectSyntaxRequest"},
      "output":{"shape":"DetectSyntaxResponse"},
      "errors":[
        {"shape":"InvalidRequestException"},
        {"shape":"TextSizeLimitExceededException"},
        {"shape":"UnsupportedLanguageException"},
        {"shape":"InternalServerException"}
      ]
    },
    "DetectTargetedSentiment":{
      "name":"DetectTargetedSentiment",
      "http":{
        "method":"POST",
        "requestUri":"/"
      },
      "input":{"shape":"DetectTargetedSentimentRequest"},
      "output":{"shape":"DetectTargetedSentimentResponse"},
      "errors":[
        {"shape":"InvalidRequestException"},
        {"shape":"TextSizeLimitExceededException"},
        {"shape":"UnsupportedLanguageException"},
        {"shape":"InternalServerException"}
      ]
    },
    "DetectToxicContent":{
      "name":"DetectToxicContent",
      "http":{
        "method":"POST",
        "requestUri":"/"
      },
      "input":{"shape":"DetectToxicContentRequest"},
      "output":{"shape":"DetectToxicContentResponse"},
      "errors":[
        {"shape":"InvalidRequestException"},
        {"shape":"TextSizeLimitExceededException"},
        {"shape":"UnsupportedLanguageException"},
        {"shape":"InternalServerException"}
      ]
    },
    "ImportModel":{
      "name":"ImportModel",
      "http":{
        "method":"POST",
        "requestUri":"/"
      },
      "input":{"shape":"ImportModelRequest"},
      "output":{"shape":"ImportModelResponse"},
      "errors":[
        {"shape":"InvalidRequestException"},
        {"shape":"ResourceNotFoundException"},
        {"shape":"ResourceInUseException"},
        {"shape":"ResourceUnavailableException"},
        {"shape":"TooManyTagsException"},
        {"shape":"TooManyRequestsException"},
        {"shape":"ResourceLimitExceededException"},
        {"shape":"KmsKeyValidationException"},
        {"shape":"InternalServerException"}
      ]
    },
    "ListDatasets":{
      "name":"ListDatasets",
      "http":{
        "method":"POST",
        "requestUri":"/"
      },
      "input":{"shape":"ListDatasetsRequest"},
      "output":{"shape":"ListDatasetsResponse"},
      "errors":[
        {"shape":"InvalidRequestException"},
        {"shape":"TooManyRequestsException"},
        {"shape":"InvalidFilterException"},
        {"shape":"ResourceNotFoundException"},
        {"shape":"InternalServerException"}
      ]
    },
    "ListDocumentClassificationJobs":{
      "name":"ListDocumentClassificationJobs",
      "http":{
        "method":"POST",
        "requestUri":"/"
      },
      "input":{"shape":"ListDocumentClassificationJobsRequest"},
      "output":{"shape":"ListDocumentClassificationJobsResponse"},
      "errors":[
        {"shape":"InvalidRequestException"},
        {"shape":"TooManyRequestsException"},
        {"shape":"InvalidFilterException"},
        {"shape":"InternalServerException"}
      ]
    },
    "ListDocumentClassifierSummaries":{
      "name":"ListDocumentClassifierSummaries",
      "http":{
        "method":"POST",
        "requestUri":"/"
      },
      "input":{"shape":"ListDocumentClassifierSummariesRequest"},
      "output":{"shape":"ListDocumentClassifierSummariesResponse"},
      "errors":[
        {"shape":"InvalidRequestException"},
        {"shape":"TooManyRequestsException"},
        {"shape":"InternalServerException"}
      ]
    },
    "ListDocumentClassifiers":{
      "name":"ListDocumentClassifiers",
      "http":{
        "method":"POST",
        "requestUri":"/"
      },
      "input":{"shape":"ListDocumentClassifiersRequest"},
      "output":{"shape":"ListDocumentClassifiersResponse"},
      "errors":[
        {"shape":"InvalidRequestException"},
        {"shape":"TooManyRequestsException"},
        {"shape":"InvalidFilterException"},
        {"shape":"InternalServerException"}
      ]
    },
    "ListDominantLanguageDetectionJobs":{
      "name":"ListDominantLanguageDetectionJobs",
      "http":{
        "method":"POST",
        "requestUri":"/"
      },
      "input":{"shape":"ListDominantLanguageDetectionJobsRequest"},
      "output":{"shape":"ListDominantLanguageDetectionJobsResponse"},
      "errors":[
        {"shape":"InvalidRequestException"},
        {"shape":"TooManyRequestsException"},
        {"shape":"InvalidFilterException"},
        {"shape":"InternalServerException"}
      ]
    },
    "ListEndpoints":{
      "name":"ListEndpoints",
      "http":{
        "method":"POST",
        "requestUri":"/"
      },
      "input":{"shape":"ListEndpointsRequest"},
      "output":{"shape":"ListEndpointsResponse"},
      "errors":[
        {"shape":"InvalidRequestException"},
        {"shape":"TooManyRequestsException"},
        {"shape":"InternalServerException"}
      ]
    },
    "ListEntitiesDetectionJobs":{
      "name":"ListEntitiesDetectionJobs",
      "http":{
        "method":"POST",
        "requestUri":"/"
      },
      "input":{"shape":"ListEntitiesDetectionJobsRequest"},
      "output":{"shape":"ListEntitiesDetectionJobsResponse"},
      "errors":[
        {"shape":"InvalidRequestException"},
        {"shape":"TooManyRequestsException"},
        {"shape":"InvalidFilterException"},
        {"shape":"InternalServerException"}
      ]
    },
    "ListEntityRecognizerSummaries":{
      "name":"ListEntityRecognizerSummaries",
      "http":{
        "method":"POST",
        "requestUri":"/"
      },
      "input":{"shape":"ListEntityRecognizerSummariesRequest"},
      "output":{"shape":"ListEntityRecognizerSummariesResponse"},
      "errors":[
        {"shape":"InvalidRequestException"},
        {"shape":"TooManyRequestsException"},
        {"shape":"InternalServerException"}
      ]
    },
    "ListEntityRecognizers":{
      "name":"ListEntityRecognizers",
      "http":{
        "method":"POST",
        "requestUri":"/"
      },
      "input":{"shape":"ListEntityRecognizersRequest"},
      "output":{"shape":"ListEntityRecognizersResponse"},
      "errors":[
        {"shape":"InvalidRequestException"},
        {"shape":"TooManyRequestsException"},
        {"shape":"InvalidFilterException"},
        {"shape":"InternalServerException"}
      ]
    },
    "ListEventsDetectionJobs":{
      "name":"ListEventsDetectionJobs",
      "http":{
        "method":"POST",
        "requestUri":"/"
      },
      "input":{"shape":"ListEventsDetectionJobsRequest"},
      "output":{"shape":"ListEventsDetectionJobsResponse"},
      "errors":[
        {"shape":"InvalidRequestException"},
        {"shape":"TooManyRequestsException"},
        {"shape":"InvalidFilterException"},
        {"shape":"InternalServerException"}
      ]
    },
    "ListFlywheelIterationHistory":{
      "name":"ListFlywheelIterationHistory",
      "http":{
        "method":"POST",
        "requestUri":"/"
      },
      "input":{"shape":"ListFlywheelIterationHistoryRequest"},
      "output":{"shape":"ListFlywheelIterationHistoryResponse"},
      "errors":[
        {"shape":"InvalidRequestException"},
        {"shape":"TooManyRequestsException"},
        {"shape":"InvalidFilterException"},
        {"shape":"ResourceNotFoundException"},
        {"shape":"InternalServerException"}
      ]
    },
    "ListFlywheels":{
      "name":"ListFlywheels",
      "http":{
        "method":"POST",
        "requestUri":"/"
      },
      "input":{"shape":"ListFlywheelsRequest"},
      "output":{"shape":"ListFlywheelsResponse"},
      "errors":[
        {"shape":"InvalidRequestException"},
        {"shape":"TooManyRequestsException"},
        {"shape":"InvalidFilterException"},
        {"shape":"InternalServerException"}
      ]
    },
    "ListKeyPhrasesDetectionJobs":{
      "name":"ListKeyPhrasesDetectionJobs",
      "http":{
        "method":"POST",
        "requestUri":"/"
      },
      "input":{"shape":"ListKeyPhrasesDetectionJobsRequest"},
      "output":{"shape":"ListKeyPhrasesDetectionJobsResponse"},
      "errors":[
        {"shape":"InvalidRequestException"},
        {"shape":"TooManyRequestsException"},
        {"shape":"InvalidFilterException"},
        {"shape":"InternalServerException"}
      ]
    },
    "ListPiiEntitiesDetectionJobs":{
      "name":"ListPiiEntitiesDetectionJobs",
      "http":{
        "method":"POST",
        "requestUri":"/"
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      "type":"list",
      "member":{"shape":"BlockReference"}
    },
    "ListOfBlocks":{
      "type":"list",
      "member":{"shape":"Block"}
    },
    "ListOfChildBlocks":{
      "type":"list",
      "member":{"shape":"ChildBlock"}
    },
    "ListOfClasses":{
      "type":"list",
      "member":{"shape":"DocumentClass"}
    },
    "ListOfDescriptiveMentionIndices":{
      "type":"list",
      "member":{"shape":"Integer"}
    },
    "ListOfDetectDominantLanguageResult":{
      "type":"list",
      "member":{"shape":"BatchDetectDominantLanguageItemResult"}
    },
    "ListOfDetectEntitiesResult":{
      "type":"list",
      "member":{"shape":"BatchDetectEntitiesItemResult"}
    },
    "ListOfDetectKeyPhrasesResult":{
      "type":"list",
      "member":{"shape":"BatchDetectKeyPhrasesItemResult"}
    },
    "ListOfDetectSentimentResult":{
      "type":"list",
      "member":{"shape":"BatchDetectSentimentItemResult"}
    },
    "ListOfDetectSyntaxResult":{
      "type":"list",
      "member":{"shape":"BatchDetectSyntaxItemResult"}
    },
    "ListOfDetectTargetedSentimentResult":{
      "type":"list",
      "member":{"shape":"BatchDetectTargetedSentimentItemResult"}
    },
    "ListOfDocumentReadFeatureTypes":{
      "type":"list",
      "member":{"shape":"DocumentReadFeatureTypes"},
      "max":2,
      "min":1
    },
    "ListOfDocumentType":{
      "type":"list",
      "member":{"shape":"DocumentTypeListItem"}
    },
    "ListOfDominantLanguages":{
      "type":"list",
      "member":{"shape":"DominantLanguage"}
    },
    "ListOfEntities":{
      "type":"list",
      "member":{"shape":"Entity"}
    },
    "ListOfEntityLabels":{
      "type":"list",
      "member":{"shape":"EntityLabel"}
    },
    "ListOfErrors":{
      "type":"list",
      "member":{"shape":"ErrorsListItem"}
    },
    "ListOfExtractedCharacters":{
      "type":"list",
      "member":{"shape":"ExtractedCharactersListItem"}
    },
    "ListOfKeyPhrases":{
      "type":"list",
      "member":{"shape":"KeyPhrase"}
    },
    "ListOfLabels":{
      "type":"list",
      "member":{"shape":"DocumentLabel"}
    },
    "ListOfMentions":{
      "type":"list",
      "member":{"shape":"TargetedSentimentMention"}
    },
    "ListOfPiiEntities":{
      "type":"list",
      "member":{"shape":"PiiEntity"}
    },
    "ListOfPiiEntityTypes":{
      "type":"list",
      "member":{"shape":"PiiEntityType"}
    },
    "ListOfRelationships":{
      "type":"list",
      "member":{"shape":"RelationshipsListItem"}
    },
    "ListOfSyntaxTokens":{
      "type":"list",
      "member":{"shape":"SyntaxToken"}
    },
    "ListOfTargetedSentimentEntities":{
      "type":"list",
      "member":{"shape":"TargetedSentimentEntity"}
    },
    "ListOfTextSegments":{
      "type":"list",
      "member":{"shape":"TextSegment"},
      "min":1,
      "sensitive":true
    },
    "ListOfToxicContent":{
      "type":"list",
      "member":{"shape":"ToxicContent"}
    },
    "ListOfToxicLabels":{
      "type":"list",
      "member":{"shape":"ToxicLabels"}
    },
    "ListOfWarnings":{
      "type":"list",
      "member":{"shape":"WarningsListItem"}
    },
    "ListPiiEntitiesDetectionJobsRequest":{
      "type":"structure",
      "members":{
        "Filter":{"shape":"PiiEntitiesDetectionJobFilter"},
        "NextToken":{"shape":"String"},
        "MaxResults":{"shape":"MaxResultsInteger"}
      }
    },
    "ListPiiEntitiesDetectionJobsResponse":{
      "type":"structure",
      "members":{
        "PiiEntitiesDetectionJobPropertiesList":{"shape":"PiiEntitiesDetectionJobPropertiesList"},
        "NextToken":{"shape":"String"}
      }
    },
    "ListSentimentDetectionJobsRequest":{
      "type":"structure",
      "members":{
        "Filter":{"shape":"SentimentDetectionJobFilter"},
        "NextToken":{"shape":"String"},
        "MaxResults":{"shape":"MaxResultsInteger"}
      }
    },
    "ListSentimentDetectionJobsResponse":{
      "type":"structure",
      "members":{
        "SentimentDetectionJobPropertiesList":{"shape":"SentimentDetectionJobPropertiesList"},
        "NextToken":{"shape":"String"}
      }
    },
    "ListTagsForResourceRequest":{
      "type":"structure",
      "required":["ResourceArn"],
      "members":{
        "ResourceArn":{"shape":"ComprehendArn"}
      }
    },
    "ListTagsForResourceResponse":{
      "type":"structure",
      "members":{
        "ResourceArn":{"shape":"ComprehendArn"},
        "Tags":{"shape":"TagList"}
      }
    },
    "ListTargetedSentimentDetectionJobsRequest":{
      "type":"structure",
      "members":{
        "Filter":{"shape":"TargetedSentimentDetectionJobFilter"},
        "NextToken":{"shape":"String"},
        "MaxResults":{"shape":"MaxResultsInteger"}
      }
    },
    "ListTargetedSentimentDetectionJobsResponse":{
      "type":"structure",
      "members":{
        "TargetedSentimentDetectionJobPropertiesList":{"shape":"TargetedSentimentDetectionJobPropertiesList"},
        "NextToken":{"shape":"String"}
      }
    },
    "ListTopicsDetectionJobsRequest":{
      "type":"structure",
      "members":{
        "Filter":{"shape":"TopicsDetectionJobFilter"},
        "NextToken":{"shape":"String"},
        "MaxResults":{"shape":"MaxResultsInteger"}
      }
    },
    "ListTopicsDetectionJobsResponse":{
      "type":"structure",
      "members":{
        "TopicsDetectionJobPropertiesList":{"shape":"TopicsDetectionJobPropertiesList"},
        "NextToken":{"shape":"String"}
      }
    },
    "MaskCharacter":{
      "type":"string",
      "max":1,
      "min":1,
      "pattern":"[!@#$%&*]"
    },
    "MaxResultsInteger":{
      "type":"integer",
      "max":500,
      "min":1
    },
    "MentionSentiment":{
      "type":"structure",
      "members":{
        "Sentiment":{"shape":"SentimentType"},
        "SentimentScore":{"shape":"SentimentScore"}
      }
    },
    "ModelStatus":{
      "type":"string",
      "enum":[
        "SUBMITTED",
        "TRAINING",
        "DELETING",
        "STOP_REQUESTED",
        "STOPPED",
        "IN_ERROR",
        "TRAINED",
        "TRAINED_WITH_WARNING"
      ]
    },
    "ModelType":{
      "type":"string",
      "enum":[
        "DOCUMENT_CLASSIFIER",
        "ENTITY_RECOGNIZER"
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    },
    "NumberOfDocuments":{"type":"long"},
    "NumberOfTopicsInteger":{
      "type":"integer",
      "max":100,
      "min":1
    },
    "OutputDataConfig":{
      "type":"structure",
      "required":["S3Uri"],
      "members":{
        "S3Uri":{"shape":"S3Uri"},
        "KmsKeyId":{"shape":"KmsKeyId"}
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    },
    "PageBasedErrorCode":{
      "type":"string",
      "enum":[
        "TEXTRACT_BAD_PAGE",
        "TEXTRACT_PROVISIONED_THROUGHPUT_EXCEEDED",
        "PAGE_CHARACTERS_EXCEEDED",
        "PAGE_SIZE_EXCEEDED",
        "INTERNAL_SERVER_ERROR"
      ]
    },
    "PageBasedWarningCode":{
      "type":"string",
      "enum":[
        "INFERENCING_PLAINTEXT_WITH_NATIVE_TRAINED_MODEL",
        "INFERENCING_NATIVE_DOCUMENT_WITH_PLAINTEXT_TRAINED_MODEL"
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    },
    "PartOfSpeechTag":{
      "type":"structure",
      "members":{
        "Tag":{"shape":"PartOfSpeechTagType"},
        "Score":{"shape":"Float"}
      }
    },
    "PartOfSpeechTagType":{
      "type":"string",
      "enum":[
        "ADJ",
        "ADP",
        "ADV",
        "AUX",
        "CONJ",
        "CCONJ",
        "DET",
        "INTJ",
        "NOUN",
        "NUM",
        "O",
        "PART",
        "PRON",
        "PROPN",
        "PUNCT",
        "SCONJ",
        "SYM",
        "VERB"
      ]
    },
    "PiiEntitiesDetectionJobFilter":{
      "type":"structure",
      "members":{
        "JobName":{"shape":"JobName"},
        "JobStatus":{"shape":"JobStatus"},
        "SubmitTimeBefore":{"shape":"Timestamp"},
        "SubmitTimeAfter":{"shape":"Timestamp"}
      }
    },
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        "SubmitTime":{"shape":"Timestamp"},
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        "InputDataConfig":{"shape":"InputDataConfig"},
        "OutputDataConfig":{"shape":"PiiOutputDataConfig"},
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        "LanguageCode":{"shape":"LanguageCode"},
        "DataAccessRoleArn":{"shape":"IamRoleArn"},
        "Mode":{"shape":"PiiEntitiesDetectionMode"}
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    },
    "PiiEntitiesDetectionJobPropertiesList":{
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      "member":{"shape":"PiiEntitiesDetectionJobProperties"}
    },
    "PiiEntitiesDetectionMaskMode":{
      "type":"string",
      "enum":[
        "MASK",
        "REPLACE_WITH_PII_ENTITY_TYPE"
      ]
    },
    "PiiEntitiesDetectionMode":{
      "type":"string",
      "enum":[
        "ONLY_REDACTION",
        "ONLY_OFFSETS"
      ]
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    "PiiEntity":{
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      "members":{
        "Score":{"shape":"Float"},
        "Type":{"shape":"PiiEntityType"},
        "BeginOffset":{"shape":"Integer"},
        "EndOffset":{"shape":"Integer"}
      }
    },
    "PiiEntityType":{
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        "BANK_ACCOUNT_NUMBER",
        "BANK_ROUTING",
        "CREDIT_DEBIT_NUMBER",
        "CREDIT_DEBIT_CVV",
        "CREDIT_DEBIT_EXPIRY",
        "PIN",
        "EMAIL",
        "ADDRESS",
        "NAME",
        "PHONE",
        "SSN",
        "DATE_TIME",
        "PASSPORT_NUMBER",
        "DRIVER_ID",
        "URL",
        "AGE",
        "USERNAME",
        "PASSWORD",
        "AWS_ACCESS_KEY",
        "AWS_SECRET_KEY",
        "IP_ADDRESS",
        "MAC_ADDRESS",
        "ALL",
        "LICENSE_PLATE",
        "VEHICLE_IDENTIFICATION_NUMBER",
        "UK_NATIONAL_INSURANCE_NUMBER",
        "CA_SOCIAL_INSURANCE_NUMBER",
        "US_INDIVIDUAL_TAX_IDENTIFICATION_NUMBER",
        "UK_UNIQUE_TAXPAYER_REFERENCE_NUMBER",
        "IN_PERMANENT_ACCOUNT_NUMBER",
        "IN_NREGA",
        "INTERNATIONAL_BANK_ACCOUNT_NUMBER",
        "SWIFT_CODE",
        "UK_NATIONAL_HEALTH_SERVICE_NUMBER",
        "CA_HEALTH_NUMBER",
        "IN_AADHAAR",
        "IN_VOTER_NUMBER"
      ]
    },
    "PiiOutputDataConfig":{
      "type":"structure",
      "required":["S3Uri"],
      "members":{
        "S3Uri":{"shape":"S3Uri"},
        "KmsKeyId":{"shape":"KmsKeyId"}
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    },
    "Point":{
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      "members":{
        "X":{"shape":"Float"},
        "Y":{"shape":"Float"}
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    },
    "Policy":{
      "type":"string",
      "max":20000,
      "min":1,
      "pattern":"[\\u0009\\u000A\\u000D\\u0020-\\u00FF]+"
    },
    "PolicyRevisionId":{
      "type":"string",
      "max":64,
      "pattern":"[0-9A-Fa-f]+"
    },
    "Polygon":{
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      "member":{"shape":"Point"}
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    "PutResourcePolicyRequest":{
      "type":"structure",
      "required":[
        "ResourceArn",
        "ResourcePolicy"
      ],
      "members":{
        "ResourceArn":{"shape":"ComprehendModelArn"},
        "ResourcePolicy":{"shape":"Policy"},
        "PolicyRevisionId":{"shape":"PolicyRevisionId"}
      }
    },
    "PutResourcePolicyResponse":{
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      "members":{
        "PolicyRevisionId":{"shape":"PolicyRevisionId"}
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    },
    "RedactionConfig":{
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      "members":{
        "PiiEntityTypes":{"shape":"ListOfPiiEntityTypes"},
        "MaskMode":{"shape":"PiiEntitiesDetectionMaskMode"},
        "MaskCharacter":{"shape":"MaskCharacter"}
      }
    },
    "RelationshipType":{
      "type":"string",
      "enum":["CHILD"]
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    "RelationshipsListItem":{
      "type":"structure",
      "members":{
        "Ids":{"shape":"StringList"},
        "Type":{"shape":"RelationshipType"}
      }
    },
    "ResourceInUseException":{
      "type":"structure",
      "members":{
        "Message":{"shape":"String"}
      },
      "exception":true
    },
    "ResourceLimitExceededException":{
      "type":"structure",
      "members":{
        "Message":{"shape":"String"}
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      "exception":true
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    "ResourceNotFoundException":{
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      "members":{
        "Message":{"shape":"String"}
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      "exception":true
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    "ResourceUnavailableException":{
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      "members":{
        "Message":{"shape":"String"}
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      "exception":true
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    "S3Uri":{
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      "pattern":"s3://[a-z0-9][\\.\\-a-z0-9]{1,61}[a-z0-9](/.*)?"
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    "SecurityGroupId":{
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      "min":1,
      "pattern":"[-0-9a-zA-Z]+"
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    "SecurityGroupIds":{
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      "member":{"shape":"SecurityGroupId"},
      "max":5,
      "min":1
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    "SemiStructuredDocumentBlob":{
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      "min":1
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    "SentimentDetectionJobFilter":{
      "type":"structure",
      "members":{
        "JobName":{"shape":"JobName"},
        "JobStatus":{"shape":"JobStatus"},
        "SubmitTimeBefore":{"shape":"Timestamp"},
        "SubmitTimeAfter":{"shape":"Timestamp"}
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    "SentimentDetectionJobProperties":{
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        "JobArn":{"shape":"ComprehendArn"},
        "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":{
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      "member":{"shape":"SentimentDetectionJobProperties"}
    },
    "SentimentScore":{
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      "members":{
        "Positive":{"shape":"Float"},
        "Negative":{"shape":"Float"},
        "Neutral":{"shape":"Float"},
        "Mixed":{"shape":"Float"}
      }
    },
    "SentimentType":{
      "type":"string",
      "enum":[
        "POSITIVE",
        "NEGATIVE",
        "NEUTRAL",
        "MIXED"
      ]
    },
    "Split":{
      "type":"string",
      "enum":[
        "TRAIN",
        "TEST"
      ]
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    "StartDocumentClassificationJobRequest":{
      "type":"structure",
      "required":[
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        "OutputDataConfig",
        "DataAccessRoleArn"
      ],
      "members":{
        "JobName":{"shape":"JobName"},
        "DocumentClassifierArn":{"shape":"DocumentClassifierArn"},
        "InputDataConfig":{"shape":"InputDataConfig"},
        "OutputDataConfig":{"shape":"OutputDataConfig"},
        "DataAccessRoleArn":{"shape":"IamRoleArn"},
        "ClientRequestToken":{
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          "idempotencyToken":true
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        "VolumeKmsKeyId":{"shape":"KmsKeyId"},
        "VpcConfig":{"shape":"VpcConfig"},
        "Tags":{"shape":"TagList"},
        "FlywheelArn":{"shape":"ComprehendFlywheelArn"}
      }
    },
    "StartDocumentClassificationJobResponse":{
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      "members":{
        "JobId":{"shape":"JobId"},
        "JobArn":{"shape":"ComprehendArn"},
        "JobStatus":{"shape":"JobStatus"},
        "DocumentClassifierArn":{"shape":"DocumentClassifierArn"}
      }
    },
    "StartDominantLanguageDetectionJobRequest":{
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        "InputDataConfig",
        "OutputDataConfig",
        "DataAccessRoleArn"
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      "members":{
        "InputDataConfig":{"shape":"InputDataConfig"},
        "OutputDataConfig":{"shape":"OutputDataConfig"},
        "DataAccessRoleArn":{"shape":"IamRoleArn"},
        "JobName":{"shape":"JobName"},
        "ClientRequestToken":{
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          "idempotencyToken":true
        },
        "VolumeKmsKeyId":{"shape":"KmsKeyId"},
        "VpcConfig":{"shape":"VpcConfig"},
        "Tags":{"shape":"TagList"}
      }
    },
    "StartDominantLanguageDetectionJobResponse":{
      "type":"structure",
      "members":{
        "JobId":{"shape":"JobId"},
        "JobArn":{"shape":"ComprehendArn"},
        "JobStatus":{"shape":"JobStatus"}
      }
    },
    "StartEntitiesDetectionJobRequest":{
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      "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"},
        "Tags":{"shape":"TagList"},
        "FlywheelArn":{"shape":"ComprehendFlywheelArn"}
      }
    },
    "StartEntitiesDetectionJobResponse":{
      "type":"structure",
      "members":{
        "JobId":{"shape":"JobId"},
        "JobArn":{"shape":"ComprehendArn"},
        "JobStatus":{"shape":"JobStatus"},
        "EntityRecognizerArn":{"shape":"EntityRecognizerArn"}
      }
    },
    "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"},
        "Tags":{"shape":"TagList"}
      }
    },
    "StartEventsDetectionJobResponse":{
      "type":"structure",
      "members":{
        "JobId":{"shape":"JobId"},
        "JobArn":{"shape":"ComprehendArn"},
        "JobStatus":{"shape":"JobStatus"}
      }
    },
    "StartFlywheelIterationRequest":{
      "type":"structure",
      "required":["FlywheelArn"],
      "members":{
        "FlywheelArn":{"shape":"ComprehendFlywheelArn"},
        "ClientRequestToken":{"shape":"ClientRequestTokenString"}
      }
    },
    "StartFlywheelIterationResponse":{
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      "members":{
        "FlywheelArn":{"shape":"ComprehendFlywheelArn"},
        "FlywheelIterationId":{"shape":"FlywheelIterationId"}
      }
    },
    "StartKeyPhrasesDetectionJobRequest":{
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      "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"},
        "Tags":{"shape":"TagList"}
      }
    },
    "StartKeyPhrasesDetectionJobResponse":{
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      "members":{
        "JobId":{"shape":"JobId"},
        "JobArn":{"shape":"ComprehendArn"},
        "JobStatus":{"shape":"JobStatus"}
      }
    },
    "StartPiiEntitiesDetectionJobRequest":{
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      "required":[
        "InputDataConfig",
        "OutputDataConfig",
        "Mode",
        "DataAccessRoleArn",
        "LanguageCode"
      ],
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        "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
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        "Tags":{"shape":"TagList"}
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        "JobArn":{"shape":"ComprehendArn"},
        "JobStatus":{"shape":"JobStatus"}
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    },
    "StartSentimentDetectionJobRequest":{
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      "required":[
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        "OutputDataConfig",
        "DataAccessRoleArn",
        "LanguageCode"
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        "JobName":{"shape":"JobName"},
        "LanguageCode":{"shape":"LanguageCode"},
        "ClientRequestToken":{
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          "idempotencyToken":true
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        "VolumeKmsKeyId":{"shape":"KmsKeyId"},
        "VpcConfig":{"shape":"VpcConfig"},
        "Tags":{"shape":"TagList"}
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        "JobArn":{"shape":"ComprehendArn"},
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        "OutputDataConfig",
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        "OutputDataConfig":{"shape":"OutputDataConfig"},
        "DataAccessRoleArn":{"shape":"IamRoleArn"},
        "JobName":{"shape":"JobName"},
        "LanguageCode":{"shape":"LanguageCode"},
        "ClientRequestToken":{
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          "idempotencyToken":true
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        "VolumeKmsKeyId":{"shape":"KmsKeyId"},
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        "Tags":{"shape":"TagList"}
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    },
    "StartTopicsDetectionJobRequest":{
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        "DataAccessRoleArn"
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        "OutputDataConfig":{"shape":"OutputDataConfig"},
        "DataAccessRoleArn":{"shape":"IamRoleArn"},
        "JobName":{"shape":"JobName"},
        "NumberOfTopics":{"shape":"NumberOfTopicsInteger"},
        "ClientRequestToken":{
          "shape":"ClientRequestTokenString",
          "idempotencyToken":true
        },
        "VolumeKmsKeyId":{"shape":"KmsKeyId"},
        "VpcConfig":{"shape":"VpcConfig"},
        "Tags":{"shape":"TagList"}
      }
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        "JobArn":{"shape":"ComprehendArn"},
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    },
    "StopDominantLanguageDetectionJobRequest":{
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      "required":["JobId"],
      "members":{
        "JobId":{"shape":"JobId"}
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    },
    "StopDominantLanguageDetectionJobResponse":{
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        "JobStatus":{"shape":"JobStatus"}
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    },
    "StopEntitiesDetectionJobRequest":{
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      "members":{
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    },
    "StopEntitiesDetectionJobResponse":{
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        "JobId":{"shape":"JobId"},
        "JobStatus":{"shape":"JobStatus"}
      }
    },
    "StopEventsDetectionJobRequest":{
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      "required":["JobId"],
      "members":{
        "JobId":{"shape":"JobId"}
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    },
    "StopEventsDetectionJobResponse":{
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      "members":{
        "JobId":{"shape":"JobId"},
        "JobStatus":{"shape":"JobStatus"}
      }
    },
    "StopKeyPhrasesDetectionJobRequest":{
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      "members":{
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        "JobStatus":{"shape":"JobStatus"}
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    },
    "StopPiiEntitiesDetectionJobRequest":{
      "type":"structure",
      "required":["JobId"],
      "members":{
        "JobId":{"shape":"JobId"}
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    },
    "StopPiiEntitiesDetectionJobResponse":{
      "type":"structure",
      "members":{
        "JobId":{"shape":"JobId"},
        "JobStatus":{"shape":"JobStatus"}
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    },
    "StopSentimentDetectionJobRequest":{
      "type":"structure",
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        "JobId":{"shape":"JobId"}
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    },
    "StopSentimentDetectionJobResponse":{
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        "JobStatus":{"shape":"JobStatus"}
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    },
    "StopTargetedSentimentDetectionJobRequest":{
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        "JobId":{"shape":"JobId"}
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    },
    "StopTargetedSentimentDetectionJobResponse":{
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        "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":{
      }
    },
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      "type":"string",
      "min":1
    },
    "StringList":{
      "type":"list",
      "member":{"shape":"String"}
    },
    "SubnetId":{
      "type":"string",
      "max":32,
      "min":1,
      "pattern":"[-0-9a-zA-Z]+"
    },
    "Subnets":{
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      "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"}
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    },
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      "required":["Key"],
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        "Key":{"shape":"TagKey"},
        "Value":{"shape":"TagValue"}
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    },
    "TagKey":{
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      "member":{"shape":"TagKey"}
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    "TagList":{
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      "member":{"shape":"Tag"}
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        "ResourceArn",
        "Tags"
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        "ResourceArn":{"shape":"ComprehendArn"},
        "Tags":{"shape":"TagList"}
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    },
    "TagResourceResponse":{
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    },
    "TagValue":{
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      "min":0
    },
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    "TargetedSentimentDetectionJobFilter":{
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        "JobName":{"shape":"JobName"},
        "JobStatus":{"shape":"JobStatus"},
        "SubmitTimeBefore":{"shape":"Timestamp"},
        "SubmitTimeAfter":{"shape":"Timestamp"}
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        "SubmitTime":{"shape":"Timestamp"},
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        "VpcConfig":{"shape":"VpcConfig"}
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      "type":"structure",
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        "Mentions":{"shape":"ListOfMentions"}
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    },
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        "LOCATION",
        "ORGANIZATION",
        "FACILITY",
        "BRAND",
        "COMMERCIAL_ITEM",
        "MOVIE",
        "MUSIC",
        "BOOK",
        "SOFTWARE",
        "GAME",
        "PERSONAL_TITLE",
        "EVENT",
        "DATE",
        "QUANTITY",
        "ATTRIBUTE",
        "OTHER"
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    },
    "TargetedSentimentMention":{
      "type":"structure",
      "members":{
        "Score":{"shape":"Float"},
        "GroupScore":{"shape":"Float"},
        "Text":{"shape":"String"},
        "Type":{"shape":"TargetedSentimentEntityType"},
        "MentionSentiment":{"shape":"MentionSentiment"},
        "BeginOffset":{"shape":"Integer"},
        "EndOffset":{"shape":"Integer"}
      }
    },
    "TaskConfig":{
      "type":"structure",
      "required":["LanguageCode"],
      "members":{
        "LanguageCode":{"shape":"LanguageCode"},
        "DocumentClassificationConfig":{"shape":"DocumentClassificationConfig"},
        "EntityRecognitionConfig":{"shape":"EntityRecognitionConfig"}
      }
    },
    "TextSegment":{
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      "required":["Text"],
      "members":{
        "Text":{"shape":"CustomerInputString"}
      }
    },
    "TextSizeLimitExceededException":{
      "type":"structure",
      "members":{
        "Message":{"shape":"String"}
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      "exception":true
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    "Timestamp":{"type":"timestamp"},
    "TooManyRequestsException":{
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      "members":{
        "Message":{"shape":"String"}
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      "exception":true
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        "Message":{"shape":"String"}
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      "exception":true
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    "TooManyTagsException":{
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      "members":{
        "Message":{"shape":"String"}
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      "exception":true
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    "TopicsDetectionJobFilter":{
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        "JobName":{"shape":"JobName"},
        "JobStatus":{"shape":"JobStatus"},
        "SubmitTimeBefore":{"shape":"Timestamp"},
        "SubmitTimeAfter":{"shape":"Timestamp"}
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        "JobId":{"shape":"JobId"},
        "JobArn":{"shape":"ComprehendArn"},
        "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":{
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      "member":{"shape":"TopicsDetectionJobProperties"}
    },
    "ToxicContent":{
      "type":"structure",
      "members":{
        "Name":{"shape":"ToxicContentType"},
        "Score":{"shape":"Float"}
      }
    },
    "ToxicContentType":{
      "type":"string",
      "enum":[
        "GRAPHIC",
        "HARASSMENT_OR_ABUSE",
        "HATE_SPEECH",
        "INSULT",
        "PROFANITY",
        "SEXUAL",
        "VIOLENCE_OR_THREAT"
      ]
    },
    "ToxicLabels":{
      "type":"structure",
      "members":{
        "Labels":{"shape":"ListOfToxicContent"},
        "Toxicity":{"shape":"Float"}
      }
    },
    "UnsupportedLanguageException":{
      "type":"structure",
      "members":{
        "Message":{"shape":"String"}
      },
      "exception":true
    },
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        "ResourceArn",
        "TagKeys"
      ],
      "members":{
        "ResourceArn":{"shape":"ComprehendArn"},
        "TagKeys":{"shape":"TagKeyList"}
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    },
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      "type":"structure",
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        "ModelKmsKeyId":{"shape":"KmsKeyId"},
        "VolumeKmsKeyId":{"shape":"KmsKeyId"},
        "VpcConfig":{"shape":"VpcConfig"}
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        "EndpointArn":{"shape":"ComprehendEndpointArn"},
        "DesiredModelArn":{"shape":"ComprehendModelArn"},
        "DesiredInferenceUnits":{"shape":"InferenceUnitsInteger"},
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      "members":{
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      }
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        "ActiveModelArn":{"shape":"ComprehendModelArn"},
        "DataAccessRoleArn":{"shape":"IamRoleArn"},
        "DataSecurityConfig":{"shape":"UpdateDataSecurityConfig"}
      }
    },
    "UpdateFlywheelResponse":{
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      "members":{
        "FlywheelProperties":{"shape":"FlywheelProperties"}
      }
    },
    "VersionName":{
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      "max":63,
      "pattern":"^[a-zA-Z0-9](-*[a-zA-Z0-9])*$"
    },
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        "Subnets"
      ],
      "members":{
        "SecurityGroupIds":{"shape":"SecurityGroupIds"},
        "Subnets":{"shape":"Subnets"}
      }
    },
    "WarningsListItem":{
      "type":"structure",
      "members":{
        "Page":{"shape":"Integer"},
        "WarnCode":{"shape":"PageBasedWarningCode"},
        "WarnMessage":{"shape":"String"}
      }
    }
  }
}