openapi: 3.2.0
info:
  version: '2017-11-27'
  x-release: v4
  title: Amazon Comprehend API
  description: Amazon Comprehend is an Amazon Web Services service for gaining insight into the content of documents. Use these actions to determine the topics contained in your documents, the topics they discuss, the predominant sentiment expressed in them, the predominant language used, and more.
  x-logo:
    url: https://twitter.com/awscloud/profile_image?size=original
    backgroundColor: '#FFFFFF'
  termsOfService: https://aws.amazon.com/service-terms/
  contact:
    name: Mike Ralphson
    email: mike.ralphson@gmail.com
    url: https://github.com/mermade/aws2openapi
    x-twitter: PermittedSoc
  license:
    name: Apache 2.0 License
    url: http://www.apache.org/licenses/
  x-providerName: amazonaws.com
  x-serviceName: comprehend
  x-aws-signingName: comprehend
  x-origin:
  - contentType: application/json
    url: https://raw.githubusercontent.com/aws/aws-sdk-js/master/apis/comprehend-2017-11-27.normal.json
    converter:
      url: https://github.com/mermade/aws2openapi
      version: 1.0.0
    x-apisguru-driver: external
  x-apiClientRegistration:
    url: https://portal.aws.amazon.com/gp/aws/developer/registration/index.html?nc2=h_ct
  x-apisguru-categories:
  - cloud
  x-preferred: true
servers:
- url: http://comprehend.{region}.amazonaws.com
  variables:
    region:
      description: The AWS region
      enum:
      - us-east-1
      - us-east-2
      - us-west-1
      - us-west-2
      - us-gov-west-1
      - us-gov-east-1
      - ca-central-1
      - eu-north-1
      - eu-west-1
      - eu-west-2
      - eu-west-3
      - eu-central-1
      - eu-south-1
      - af-south-1
      - ap-northeast-1
      - ap-northeast-2
      - ap-northeast-3
      - ap-southeast-1
      - ap-southeast-2
      - ap-east-1
      - ap-south-1
      - sa-east-1
      - me-south-1
      default: us-east-1
  description: The Amazon Comprehend multi-region endpoint
- url: https://comprehend.{region}.amazonaws.com
  variables:
    region:
      description: The AWS region
      enum:
      - us-east-1
      - us-east-2
      - us-west-1
      - us-west-2
      - us-gov-west-1
      - us-gov-east-1
      - ca-central-1
      - eu-north-1
      - eu-west-1
      - eu-west-2
      - eu-west-3
      - eu-central-1
      - eu-south-1
      - af-south-1
      - ap-northeast-1
      - ap-northeast-2
      - ap-northeast-3
      - ap-southeast-1
      - ap-southeast-2
      - ap-east-1
      - ap-south-1
      - sa-east-1
      - me-south-1
      default: us-east-1
  description: The Amazon Comprehend multi-region endpoint
- url: http://comprehend.{region}.amazonaws.com.cn
  variables:
    region:
      description: The AWS region
      enum:
      - cn-north-1
      - cn-northwest-1
      default: cn-north-1
  description: The Amazon Comprehend endpoint for China (Beijing) and China (Ningxia)
- url: https://comprehend.{region}.amazonaws.com.cn
  variables:
    region:
      description: The AWS region
      enum:
      - cn-north-1
      - cn-northwest-1
      default: cn-north-1
  description: The Amazon Comprehend endpoint for China (Beijing) and China (Ningxia)
security:
- hmac: []
tags:
- name: Amazon Comprehend
paths:
  /#X-Amz-Target=Comprehend_20171127.BatchDetectDominantLanguage:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: BatchDetectDominantLanguage
      description: Determines the dominant language of the input text for a batch of documents. For a list of languages that Amazon Comprehend can detect, see Amazon Comprehend Supported Languages.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/BatchDetectDominantLanguageResponse'
              examples:
                BatchDetectDominantLanguage200Example:
                  summary: Default BatchDetectDominantLanguage 200
                  x-microcks-default: true
                  value:
                    ResultList: example
                    ErrorList: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                BatchDetectDominantLanguage480Example:
                  summary: Default BatchDetectDominantLanguage 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TextSizeLimitExceededException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TextSizeLimitExceededException'
              examples:
                BatchDetectDominantLanguage481Example:
                  summary: Default BatchDetectDominantLanguage 481
                  x-microcks-default: true
                  value: example
        '482':
          description: BatchSizeLimitExceededException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/BatchSizeLimitExceededException'
              examples:
                BatchDetectDominantLanguage482Example:
                  summary: Default BatchDetectDominantLanguage 482
                  x-microcks-default: true
                  value: example
        '483':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                BatchDetectDominantLanguage483Example:
                  summary: Default BatchDetectDominantLanguage 483
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/BatchDetectDominantLanguageRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.BatchDetectDominantLanguage
      summary: Amazon Comprehend Batch Detect Dominant Language
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.BatchDetectEntities:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: BatchDetectEntities
      description: Inspects the text of a batch of documents for named entities and returns information about them. For more information about named entities, see Entities in the Comprehend Developer Guide.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/BatchDetectEntitiesResponse'
              examples:
                BatchDetectEntities200Example:
                  summary: Default BatchDetectEntities 200
                  x-microcks-default: true
                  value:
                    ResultList: example
                    ErrorList: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                BatchDetectEntities480Example:
                  summary: Default BatchDetectEntities 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TextSizeLimitExceededException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TextSizeLimitExceededException'
              examples:
                BatchDetectEntities481Example:
                  summary: Default BatchDetectEntities 481
                  x-microcks-default: true
                  value: example
        '482':
          description: UnsupportedLanguageException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/UnsupportedLanguageException'
              examples:
                BatchDetectEntities482Example:
                  summary: Default BatchDetectEntities 482
                  x-microcks-default: true
                  value: example
        '483':
          description: BatchSizeLimitExceededException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/BatchSizeLimitExceededException'
              examples:
                BatchDetectEntities483Example:
                  summary: Default BatchDetectEntities 483
                  x-microcks-default: true
                  value: example
        '484':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                BatchDetectEntities484Example:
                  summary: Default BatchDetectEntities 484
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/BatchDetectEntitiesRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.BatchDetectEntities
      summary: Amazon Comprehend Batch Detect Entities
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.BatchDetectKeyPhrases:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: BatchDetectKeyPhrases
      description: Detects the key noun phrases found in a batch of documents.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/BatchDetectKeyPhrasesResponse'
              examples:
                BatchDetectKeyPhrases200Example:
                  summary: Default BatchDetectKeyPhrases 200
                  x-microcks-default: true
                  value:
                    ResultList: example
                    ErrorList: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                BatchDetectKeyPhrases480Example:
                  summary: Default BatchDetectKeyPhrases 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TextSizeLimitExceededException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TextSizeLimitExceededException'
              examples:
                BatchDetectKeyPhrases481Example:
                  summary: Default BatchDetectKeyPhrases 481
                  x-microcks-default: true
                  value: example
        '482':
          description: UnsupportedLanguageException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/UnsupportedLanguageException'
              examples:
                BatchDetectKeyPhrases482Example:
                  summary: Default BatchDetectKeyPhrases 482
                  x-microcks-default: true
                  value: example
        '483':
          description: BatchSizeLimitExceededException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/BatchSizeLimitExceededException'
              examples:
                BatchDetectKeyPhrases483Example:
                  summary: Default BatchDetectKeyPhrases 483
                  x-microcks-default: true
                  value: example
        '484':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                BatchDetectKeyPhrases484Example:
                  summary: Default BatchDetectKeyPhrases 484
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/BatchDetectKeyPhrasesRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.BatchDetectKeyPhrases
      summary: Amazon Comprehend Batch Detect Key Phrases
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.BatchDetectSentiment:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: BatchDetectSentiment
      description: Inspects a batch of documents and returns an inference of the prevailing sentiment, POSITIVE, NEUTRAL, MIXED, or NEGATIVE, in each one.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/BatchDetectSentimentResponse'
              examples:
                BatchDetectSentiment200Example:
                  summary: Default BatchDetectSentiment 200
                  x-microcks-default: true
                  value:
                    ResultList: example
                    ErrorList: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                BatchDetectSentiment480Example:
                  summary: Default BatchDetectSentiment 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TextSizeLimitExceededException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TextSizeLimitExceededException'
              examples:
                BatchDetectSentiment481Example:
                  summary: Default BatchDetectSentiment 481
                  x-microcks-default: true
                  value: example
        '482':
          description: UnsupportedLanguageException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/UnsupportedLanguageException'
              examples:
                BatchDetectSentiment482Example:
                  summary: Default BatchDetectSentiment 482
                  x-microcks-default: true
                  value: example
        '483':
          description: BatchSizeLimitExceededException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/BatchSizeLimitExceededException'
              examples:
                BatchDetectSentiment483Example:
                  summary: Default BatchDetectSentiment 483
                  x-microcks-default: true
                  value: example
        '484':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                BatchDetectSentiment484Example:
                  summary: Default BatchDetectSentiment 484
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/BatchDetectSentimentRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.BatchDetectSentiment
      summary: Amazon Comprehend Batch Detect Sentiment
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.BatchDetectSyntax:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: BatchDetectSyntax
      description: Inspects the text of a batch of documents for the syntax and part of speech of the words in the document and returns information about them. For more information, see Syntax in the Comprehend Developer Guide.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/BatchDetectSyntaxResponse'
              examples:
                BatchDetectSyntax200Example:
                  summary: Default BatchDetectSyntax 200
                  x-microcks-default: true
                  value:
                    ResultList: example
                    ErrorList: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                BatchDetectSyntax480Example:
                  summary: Default BatchDetectSyntax 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TextSizeLimitExceededException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TextSizeLimitExceededException'
              examples:
                BatchDetectSyntax481Example:
                  summary: Default BatchDetectSyntax 481
                  x-microcks-default: true
                  value: example
        '482':
          description: UnsupportedLanguageException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/UnsupportedLanguageException'
              examples:
                BatchDetectSyntax482Example:
                  summary: Default BatchDetectSyntax 482
                  x-microcks-default: true
                  value: example
        '483':
          description: BatchSizeLimitExceededException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/BatchSizeLimitExceededException'
              examples:
                BatchDetectSyntax483Example:
                  summary: Default BatchDetectSyntax 483
                  x-microcks-default: true
                  value: example
        '484':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                BatchDetectSyntax484Example:
                  summary: Default BatchDetectSyntax 484
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/BatchDetectSyntaxRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.BatchDetectSyntax
      summary: Amazon Comprehend Batch Detect Syntax
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.BatchDetectTargetedSentiment:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: BatchDetectTargetedSentiment
      description: 'Inspects a batch of documents and returns a sentiment analysis for each entity identified in the documents.


        For more information about targeted sentiment, see Targeted sentiment.'
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/BatchDetectTargetedSentimentResponse'
              examples:
                BatchDetectTargetedSentiment200Example:
                  summary: Default BatchDetectTargetedSentiment 200
                  x-microcks-default: true
                  value:
                    ResultList: example
                    ErrorList: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                BatchDetectTargetedSentiment480Example:
                  summary: Default BatchDetectTargetedSentiment 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TextSizeLimitExceededException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TextSizeLimitExceededException'
              examples:
                BatchDetectTargetedSentiment481Example:
                  summary: Default BatchDetectTargetedSentiment 481
                  x-microcks-default: true
                  value: example
        '482':
          description: UnsupportedLanguageException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/UnsupportedLanguageException'
              examples:
                BatchDetectTargetedSentiment482Example:
                  summary: Default BatchDetectTargetedSentiment 482
                  x-microcks-default: true
                  value: example
        '483':
          description: BatchSizeLimitExceededException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/BatchSizeLimitExceededException'
              examples:
                BatchDetectTargetedSentiment483Example:
                  summary: Default BatchDetectTargetedSentiment 483
                  x-microcks-default: true
                  value: example
        '484':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                BatchDetectTargetedSentiment484Example:
                  summary: Default BatchDetectTargetedSentiment 484
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/BatchDetectTargetedSentimentRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.BatchDetectTargetedSentiment
      summary: Amazon Comprehend Batch Detect Targeted Sentiment
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.ClassifyDocument:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: ClassifyDocument
      description: 'Creates a new document classification request to analyze a single document in real-time, using a previously created and trained custom model and an endpoint.


        You can input plain text or you can upload a single-page input document (text, PDF, Word, or image).


        If the system detects errors while processing a page in the input document, the API response includes an entry in Errors that describes the errors.


        If the system detects a document-level error in your input document, the API returns an InvalidRequestException error response. For details about this exception, see Errors in semi-structured documents in the Comprehend Developer Guide.'
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ClassifyDocumentResponse'
              examples:
                ClassifyDocument200Example:
                  summary: Default ClassifyDocument 200
                  x-microcks-default: true
                  value:
                    Classes: example
                    Labels: example
                    DocumentMetadata: example
                    DocumentType: example
                    Errors: example
                    Warnings: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                ClassifyDocument480Example:
                  summary: Default ClassifyDocument 480
                  x-microcks-default: true
                  value: example
        '481':
          description: ResourceUnavailableException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceUnavailableException'
              examples:
                ClassifyDocument481Example:
                  summary: Default ClassifyDocument 481
                  x-microcks-default: true
                  value: example
        '482':
          description: TextSizeLimitExceededException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TextSizeLimitExceededException'
              examples:
                ClassifyDocument482Example:
                  summary: Default ClassifyDocument 482
                  x-microcks-default: true
                  value: example
        '483':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                ClassifyDocument483Example:
                  summary: Default ClassifyDocument 483
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/ClassifyDocumentRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.ClassifyDocument
      summary: Amazon Comprehend Classify Document
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.ContainsPiiEntities:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: ContainsPiiEntities
      description: Analyzes input text for the presence of personally identifiable information (PII) and returns the labels of identified PII entity types such as name, address, bank account number, or phone number.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ContainsPiiEntitiesResponse'
              examples:
                ContainsPiiEntities200Example:
                  summary: Default ContainsPiiEntities 200
                  x-microcks-default: true
                  value:
                    Labels: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                ContainsPiiEntities480Example:
                  summary: Default ContainsPiiEntities 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TextSizeLimitExceededException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TextSizeLimitExceededException'
              examples:
                ContainsPiiEntities481Example:
                  summary: Default ContainsPiiEntities 481
                  x-microcks-default: true
                  value: example
        '482':
          description: UnsupportedLanguageException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/UnsupportedLanguageException'
              examples:
                ContainsPiiEntities482Example:
                  summary: Default ContainsPiiEntities 482
                  x-microcks-default: true
                  value: example
        '483':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                ContainsPiiEntities483Example:
                  summary: Default ContainsPiiEntities 483
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/ContainsPiiEntitiesRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.ContainsPiiEntities
      summary: Amazon Comprehend Contains Pii Entities
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.CreateDataset:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: CreateDataset
      description: Creates a dataset to upload training or test data for a model associated with a flywheel. For more information about datasets, see Flywheel overview in the Amazon Comprehend Developer Guide.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/CreateDatasetResponse'
              examples:
                CreateDataset200Example:
                  summary: Default CreateDataset 200
                  x-microcks-default: true
                  value:
                    DatasetArn: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                CreateDataset480Example:
                  summary: Default CreateDataset 480
                  x-microcks-default: true
                  value: example
        '481':
          description: ResourceInUseException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceInUseException'
              examples:
                CreateDataset481Example:
                  summary: Default CreateDataset 481
                  x-microcks-default: true
                  value: example
        '482':
          description: TooManyTagsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyTagsException'
              examples:
                CreateDataset482Example:
                  summary: Default CreateDataset 482
                  x-microcks-default: true
                  value: example
        '483':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                CreateDataset483Example:
                  summary: Default CreateDataset 483
                  x-microcks-default: true
                  value: example
        '484':
          description: ResourceLimitExceededException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceLimitExceededException'
              examples:
                CreateDataset484Example:
                  summary: Default CreateDataset 484
                  x-microcks-default: true
                  value: example
        '485':
          description: ResourceNotFoundException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceNotFoundException'
              examples:
                CreateDataset485Example:
                  summary: Default CreateDataset 485
                  x-microcks-default: true
                  value: example
        '486':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                CreateDataset486Example:
                  summary: Default CreateDataset 486
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/CreateDatasetRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.CreateDataset
      summary: Amazon Comprehend Create Dataset
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.CreateDocumentClassifier:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: CreateDocumentClassifier
      description: Creates a new document classifier that you can use to categorize documents. To create a classifier, you provide a set of training documents that are labeled with the categories that you want to use. For more information, see Training classifier models in the Comprehend Developer Guide.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/CreateDocumentClassifierResponse'
              examples:
                CreateDocumentClassifier200Example:
                  summary: Default CreateDocumentClassifier 200
                  x-microcks-default: true
                  value:
                    DocumentClassifierArn: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                CreateDocumentClassifier480Example:
                  summary: Default CreateDocumentClassifier 480
                  x-microcks-default: true
                  value: example
        '481':
          description: ResourceInUseException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceInUseException'
              examples:
                CreateDocumentClassifier481Example:
                  summary: Default CreateDocumentClassifier 481
                  x-microcks-default: true
                  value: example
        '482':
          description: TooManyTagsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyTagsException'
              examples:
                CreateDocumentClassifier482Example:
                  summary: Default CreateDocumentClassifier 482
                  x-microcks-default: true
                  value: example
        '483':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                CreateDocumentClassifier483Example:
                  summary: Default CreateDocumentClassifier 483
                  x-microcks-default: true
                  value: example
        '484':
          description: ResourceLimitExceededException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceLimitExceededException'
              examples:
                CreateDocumentClassifier484Example:
                  summary: Default CreateDocumentClassifier 484
                  x-microcks-default: true
                  value: example
        '485':
          description: UnsupportedLanguageException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/UnsupportedLanguageException'
              examples:
                CreateDocumentClassifier485Example:
                  summary: Default CreateDocumentClassifier 485
                  x-microcks-default: true
                  value: example
        '486':
          description: KmsKeyValidationException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/KmsKeyValidationException'
              examples:
                CreateDocumentClassifier486Example:
                  summary: Default CreateDocumentClassifier 486
                  x-microcks-default: true
                  value: example
        '487':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                CreateDocumentClassifier487Example:
                  summary: Default CreateDocumentClassifier 487
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/CreateDocumentClassifierRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.CreateDocumentClassifier
      summary: Amazon Comprehend Create Document Classifier
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.CreateEndpoint:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: CreateEndpoint
      description: Creates a model-specific endpoint for synchronous inference for a previously trained custom model For information about endpoints, see Managing endpoints.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/CreateEndpointResponse'
              examples:
                CreateEndpoint200Example:
                  summary: Default CreateEndpoint 200
                  x-microcks-default: true
                  value:
                    EndpointArn: example
                    ModelArn: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                CreateEndpoint480Example:
                  summary: Default CreateEndpoint 480
                  x-microcks-default: true
                  value: example
        '481':
          description: ResourceInUseException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceInUseException'
              examples:
                CreateEndpoint481Example:
                  summary: Default CreateEndpoint 481
                  x-microcks-default: true
                  value: example
        '482':
          description: ResourceLimitExceededException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceLimitExceededException'
              examples:
                CreateEndpoint482Example:
                  summary: Default CreateEndpoint 482
                  x-microcks-default: true
                  value: example
        '483':
          description: ResourceNotFoundException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceNotFoundException'
              examples:
                CreateEndpoint483Example:
                  summary: Default CreateEndpoint 483
                  x-microcks-default: true
                  value: example
        '484':
          description: ResourceUnavailableException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceUnavailableException'
              examples:
                CreateEndpoint484Example:
                  summary: Default CreateEndpoint 484
                  x-microcks-default: true
                  value: example
        '485':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                CreateEndpoint485Example:
                  summary: Default CreateEndpoint 485
                  x-microcks-default: true
                  value: example
        '486':
          description: TooManyTagsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyTagsException'
              examples:
                CreateEndpoint486Example:
                  summary: Default CreateEndpoint 486
                  x-microcks-default: true
                  value: example
        '487':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                CreateEndpoint487Example:
                  summary: Default CreateEndpoint 487
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/CreateEndpointRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.CreateEndpoint
      summary: Amazon Comprehend Create Endpoint
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.CreateEntityRecognizer:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: CreateEntityRecognizer
      description: Creates an entity recognizer using submitted files. After your CreateEntityRecognizer request is submitted, you can check job status using the DescribeEntityRecognizer API.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/CreateEntityRecognizerResponse'
              examples:
                CreateEntityRecognizer200Example:
                  summary: Default CreateEntityRecognizer 200
                  x-microcks-default: true
                  value:
                    EntityRecognizerArn: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                CreateEntityRecognizer480Example:
                  summary: Default CreateEntityRecognizer 480
                  x-microcks-default: true
                  value: example
        '481':
          description: ResourceInUseException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceInUseException'
              examples:
                CreateEntityRecognizer481Example:
                  summary: Default CreateEntityRecognizer 481
                  x-microcks-default: true
                  value: example
        '482':
          description: TooManyTagsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyTagsException'
              examples:
                CreateEntityRecognizer482Example:
                  summary: Default CreateEntityRecognizer 482
                  x-microcks-default: true
                  value: example
        '483':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                CreateEntityRecognizer483Example:
                  summary: Default CreateEntityRecognizer 483
                  x-microcks-default: true
                  value: example
        '484':
          description: ResourceLimitExceededException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceLimitExceededException'
              examples:
                CreateEntityRecognizer484Example:
                  summary: Default CreateEntityRecognizer 484
                  x-microcks-default: true
                  value: example
        '485':
          description: UnsupportedLanguageException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/UnsupportedLanguageException'
              examples:
                CreateEntityRecognizer485Example:
                  summary: Default CreateEntityRecognizer 485
                  x-microcks-default: true
                  value: example
        '486':
          description: KmsKeyValidationException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/KmsKeyValidationException'
              examples:
                CreateEntityRecognizer486Example:
                  summary: Default CreateEntityRecognizer 486
                  x-microcks-default: true
                  value: example
        '487':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                CreateEntityRecognizer487Example:
                  summary: Default CreateEntityRecognizer 487
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/CreateEntityRecognizerRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.CreateEntityRecognizer
      summary: Amazon Comprehend Create Entity Recognizer
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.CreateFlywheel:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: CreateFlywheel
      description: 'A flywheel is an Amazon Web Services resource that orchestrates the ongoing training of a model for custom classification or custom entity recognition. You can create a flywheel to start with an existing trained model, or Comprehend can create and train a new model.


        When you create the flywheel, Comprehend creates a data lake in your account. The data lake holds the training data and test data for all versions of the model.


        To use a flywheel with an existing trained model, you specify the active model version. Comprehend copies the model''s training data and test data into the flywheel''s data lake.


        To use the flywheel with a new model, you need to provide a dataset for training data (and optional test data) when you create the flywheel.


        For more information about flywheels, see Flywheel overview in the Amazon Comprehend Developer Guide.'
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/CreateFlywheelResponse'
              examples:
                CreateFlywheel200Example:
                  summary: Default CreateFlywheel 200
                  x-microcks-default: true
                  value:
                    FlywheelArn: example
                    ActiveModelArn: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                CreateFlywheel480Example:
                  summary: Default CreateFlywheel 480
                  x-microcks-default: true
                  value: example
        '481':
          description: ResourceInUseException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceInUseException'
              examples:
                CreateFlywheel481Example:
                  summary: Default CreateFlywheel 481
                  x-microcks-default: true
                  value: example
        '482':
          description: TooManyTagsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyTagsException'
              examples:
                CreateFlywheel482Example:
                  summary: Default CreateFlywheel 482
                  x-microcks-default: true
                  value: example
        '483':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                CreateFlywheel483Example:
                  summary: Default CreateFlywheel 483
                  x-microcks-default: true
                  value: example
        '484':
          description: ResourceLimitExceededException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceLimitExceededException'
              examples:
                CreateFlywheel484Example:
                  summary: Default CreateFlywheel 484
                  x-microcks-default: true
                  value: example
        '485':
          description: UnsupportedLanguageException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/UnsupportedLanguageException'
              examples:
                CreateFlywheel485Example:
                  summary: Default CreateFlywheel 485
                  x-microcks-default: true
                  value: example
        '486':
          description: KmsKeyValidationException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/KmsKeyValidationException'
              examples:
                CreateFlywheel486Example:
                  summary: Default CreateFlywheel 486
                  x-microcks-default: true
                  value: example
        '487':
          description: ResourceNotFoundException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceNotFoundException'
              examples:
                CreateFlywheel487Example:
                  summary: Default CreateFlywheel 487
                  x-microcks-default: true
                  value: example
        '488':
          description: ResourceUnavailableException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceUnavailableException'
              examples:
                CreateFlywheel488Example:
                  summary: Default CreateFlywheel 488
                  x-microcks-default: true
                  value: example
        '489':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                CreateFlywheel489Example:
                  summary: Default CreateFlywheel 489
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/CreateFlywheelRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.CreateFlywheel
      summary: Amazon Comprehend Create Flywheel
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.DeleteDocumentClassifier:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: DeleteDocumentClassifier
      description: 'Deletes a previously created document classifier


        Only those classifiers that are in terminated states (IN_ERROR, TRAINED) will be deleted. If an active inference job is using the model, a ResourceInUseException will be returned.


        This is an asynchronous action that puts the classifier into a DELETING state, and it is then removed by a background job. Once removed, the classifier disappears from your account and is no longer available for use.'
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/DeleteDocumentClassifierResponse'
              examples:
                DeleteDocumentClassifier200Example:
                  summary: Default DeleteDocumentClassifier 200
                  x-microcks-default: true
                  value: {}
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                DeleteDocumentClassifier480Example:
                  summary: Default DeleteDocumentClassifier 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                DeleteDocumentClassifier481Example:
                  summary: Default DeleteDocumentClassifier 481
                  x-microcks-default: true
                  value: example
        '482':
          description: ResourceNotFoundException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceNotFoundException'
              examples:
                DeleteDocumentClassifier482Example:
                  summary: Default DeleteDocumentClassifier 482
                  x-microcks-default: true
                  value: example
        '483':
          description: ResourceUnavailableException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceUnavailableException'
              examples:
                DeleteDocumentClassifier483Example:
                  summary: Default DeleteDocumentClassifier 483
                  x-microcks-default: true
                  value: example
        '484':
          description: ResourceInUseException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceInUseException'
              examples:
                DeleteDocumentClassifier484Example:
                  summary: Default DeleteDocumentClassifier 484
                  x-microcks-default: true
                  value: example
        '485':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                DeleteDocumentClassifier485Example:
                  summary: Default DeleteDocumentClassifier 485
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/DeleteDocumentClassifierRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.DeleteDocumentClassifier
      summary: Amazon Comprehend Delete Document Classifier
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.DeleteEndpoint:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: DeleteEndpoint
      description: Deletes a model-specific endpoint for a previously-trained custom model. All endpoints must be deleted in order for the model to be deleted. For information about endpoints, see Managing endpoints.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/DeleteEndpointResponse'
              examples:
                DeleteEndpoint200Example:
                  summary: Default DeleteEndpoint 200
                  x-microcks-default: true
                  value: {}
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                DeleteEndpoint480Example:
                  summary: Default DeleteEndpoint 480
                  x-microcks-default: true
                  value: example
        '481':
          description: ResourceInUseException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceInUseException'
              examples:
                DeleteEndpoint481Example:
                  summary: Default DeleteEndpoint 481
                  x-microcks-default: true
                  value: example
        '482':
          description: ResourceNotFoundException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceNotFoundException'
              examples:
                DeleteEndpoint482Example:
                  summary: Default DeleteEndpoint 482
                  x-microcks-default: true
                  value: example
        '483':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                DeleteEndpoint483Example:
                  summary: Default DeleteEndpoint 483
                  x-microcks-default: true
                  value: example
        '484':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                DeleteEndpoint484Example:
                  summary: Default DeleteEndpoint 484
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/DeleteEndpointRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.DeleteEndpoint
      summary: Amazon Comprehend Delete Endpoint
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.DeleteEntityRecognizer:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: DeleteEntityRecognizer
      description: 'Deletes an entity recognizer.


        Only those recognizers that are in terminated states (IN_ERROR, TRAINED) will be deleted. If an active inference job is using the model, a ResourceInUseException will be returned.


        This is an asynchronous action that puts the recognizer into a DELETING state, and it is then removed by a background job. Once removed, the recognizer disappears from your account and is no longer available for use.'
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/DeleteEntityRecognizerResponse'
              examples:
                DeleteEntityRecognizer200Example:
                  summary: Default DeleteEntityRecognizer 200
                  x-microcks-default: true
                  value: {}
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                DeleteEntityRecognizer480Example:
                  summary: Default DeleteEntityRecognizer 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                DeleteEntityRecognizer481Example:
                  summary: Default DeleteEntityRecognizer 481
                  x-microcks-default: true
                  value: example
        '482':
          description: ResourceNotFoundException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceNotFoundException'
              examples:
                DeleteEntityRecognizer482Example:
                  summary: Default DeleteEntityRecognizer 482
                  x-microcks-default: true
                  value: example
        '483':
          description: ResourceUnavailableException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceUnavailableException'
              examples:
                DeleteEntityRecognizer483Example:
                  summary: Default DeleteEntityRecognizer 483
                  x-microcks-default: true
                  value: example
        '484':
          description: ResourceInUseException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceInUseException'
              examples:
                DeleteEntityRecognizer484Example:
                  summary: Default DeleteEntityRecognizer 484
                  x-microcks-default: true
                  value: example
        '485':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                DeleteEntityRecognizer485Example:
                  summary: Default DeleteEntityRecognizer 485
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/DeleteEntityRecognizerRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.DeleteEntityRecognizer
      summary: Amazon Comprehend Delete Entity Recognizer
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.DeleteFlywheel:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: DeleteFlywheel
      description: 'Deletes a flywheel. When you delete the flywheel, Amazon Comprehend does not delete the data lake or the model associated with the flywheel.


        For more information about flywheels, see Flywheel overview in the Amazon Comprehend Developer Guide.'
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/DeleteFlywheelResponse'
              examples:
                DeleteFlywheel200Example:
                  summary: Default DeleteFlywheel 200
                  x-microcks-default: true
                  value: {}
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                DeleteFlywheel480Example:
                  summary: Default DeleteFlywheel 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                DeleteFlywheel481Example:
                  summary: Default DeleteFlywheel 481
                  x-microcks-default: true
                  value: example
        '482':
          description: ResourceNotFoundException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceNotFoundException'
              examples:
                DeleteFlywheel482Example:
                  summary: Default DeleteFlywheel 482
                  x-microcks-default: true
                  value: example
        '483':
          description: ResourceUnavailableException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceUnavailableException'
              examples:
                DeleteFlywheel483Example:
                  summary: Default DeleteFlywheel 483
                  x-microcks-default: true
                  value: example
        '484':
          description: ResourceInUseException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceInUseException'
              examples:
                DeleteFlywheel484Example:
                  summary: Default DeleteFlywheel 484
                  x-microcks-default: true
                  value: example
        '485':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                DeleteFlywheel485Example:
                  summary: Default DeleteFlywheel 485
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/DeleteFlywheelRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.DeleteFlywheel
      summary: Amazon Comprehend Delete Flywheel
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.DeleteResourcePolicy:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: DeleteResourcePolicy
      description: Deletes a resource-based policy that is attached to a custom model.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/DeleteResourcePolicyResponse'
              examples:
                DeleteResourcePolicy200Example:
                  summary: Default DeleteResourcePolicy 200
                  x-microcks-default: true
                  value: {}
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                DeleteResourcePolicy480Example:
                  summary: Default DeleteResourcePolicy 480
                  x-microcks-default: true
                  value: example
        '481':
          description: ResourceNotFoundException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceNotFoundException'
              examples:
                DeleteResourcePolicy481Example:
                  summary: Default DeleteResourcePolicy 481
                  x-microcks-default: true
                  value: example
        '482':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                DeleteResourcePolicy482Example:
                  summary: Default DeleteResourcePolicy 482
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/DeleteResourcePolicyRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.DeleteResourcePolicy
      summary: Amazon Comprehend Delete Resource Policy
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.DescribeDataset:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: DescribeDataset
      description: Returns information about the dataset that you specify. For more information about datasets, see Flywheel overview in the Amazon Comprehend Developer Guide.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/DescribeDatasetResponse'
              examples:
                DescribeDataset200Example:
                  summary: Default DescribeDataset 200
                  x-microcks-default: true
                  value:
                    DatasetProperties: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                DescribeDataset480Example:
                  summary: Default DescribeDataset 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                DescribeDataset481Example:
                  summary: Default DescribeDataset 481
                  x-microcks-default: true
                  value: example
        '482':
          description: ResourceNotFoundException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceNotFoundException'
              examples:
                DescribeDataset482Example:
                  summary: Default DescribeDataset 482
                  x-microcks-default: true
                  value: example
        '483':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                DescribeDataset483Example:
                  summary: Default DescribeDataset 483
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/DescribeDatasetRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.DescribeDataset
      summary: Amazon Comprehend Describe Dataset
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.DescribeDocumentClassificationJob:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: DescribeDocumentClassificationJob
      description: Gets the properties associated with a document classification job. Use this operation to get the status of a classification job.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/DescribeDocumentClassificationJobResponse'
              examples:
                DescribeDocumentClassificationJob200Example:
                  summary: Default DescribeDocumentClassificationJob 200
                  x-microcks-default: true
                  value:
                    DocumentClassificationJobProperties: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                DescribeDocumentClassificationJob480Example:
                  summary: Default DescribeDocumentClassificationJob 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                DescribeDocumentClassificationJob481Example:
                  summary: Default DescribeDocumentClassificationJob 481
                  x-microcks-default: true
                  value: example
        '482':
          description: JobNotFoundException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/JobNotFoundException'
              examples:
                DescribeDocumentClassificationJob482Example:
                  summary: Default DescribeDocumentClassificationJob 482
                  x-microcks-default: true
                  value: example
        '483':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                DescribeDocumentClassificationJob483Example:
                  summary: Default DescribeDocumentClassificationJob 483
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/DescribeDocumentClassificationJobRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.DescribeDocumentClassificationJob
      summary: Amazon Comprehend Describe Document Classification Job
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.DescribeDocumentClassifier:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: DescribeDocumentClassifier
      description: Gets the properties associated with a document classifier.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/DescribeDocumentClassifierResponse'
              examples:
                DescribeDocumentClassifier200Example:
                  summary: Default DescribeDocumentClassifier 200
                  x-microcks-default: true
                  value:
                    DocumentClassifierProperties: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                DescribeDocumentClassifier480Example:
                  summary: Default DescribeDocumentClassifier 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                DescribeDocumentClassifier481Example:
                  summary: Default DescribeDocumentClassifier 481
                  x-microcks-default: true
                  value: example
        '482':
          description: ResourceNotFoundException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceNotFoundException'
              examples:
                DescribeDocumentClassifier482Example:
                  summary: Default DescribeDocumentClassifier 482
                  x-microcks-default: true
                  value: example
        '483':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                DescribeDocumentClassifier483Example:
                  summary: Default DescribeDocumentClassifier 483
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/DescribeDocumentClassifierRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.DescribeDocumentClassifier
      summary: Amazon Comprehend Describe Document Classifier
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.DescribeDominantLanguageDetectionJob:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: DescribeDominantLanguageDetectionJob
      description: Gets the properties associated with a dominant language detection job. Use this operation to get the status of a detection job.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/DescribeDominantLanguageDetectionJobResponse'
              examples:
                DescribeDominantLanguageDetectionJob200Example:
                  summary: Default DescribeDominantLanguageDetectionJob 200
                  x-microcks-default: true
                  value:
                    DominantLanguageDetectionJobProperties: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                DescribeDominantLanguageDetectionJob480Example:
                  summary: Default DescribeDominantLanguageDetectionJob 480
                  x-microcks-default: true
                  value: example
        '481':
          description: JobNotFoundException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/JobNotFoundException'
              examples:
                DescribeDominantLanguageDetectionJob481Example:
                  summary: Default DescribeDominantLanguageDetectionJob 481
                  x-microcks-default: true
                  value: example
        '482':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                DescribeDominantLanguageDetectionJob482Example:
                  summary: Default DescribeDominantLanguageDetectionJob 482
                  x-microcks-default: true
                  value: example
        '483':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                DescribeDominantLanguageDetectionJob483Example:
                  summary: Default DescribeDominantLanguageDetectionJob 483
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/DescribeDominantLanguageDetectionJobRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.DescribeDominantLanguageDetectionJob
      summary: Amazon Comprehend Describe Dominant Language Detection Job
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.DescribeEndpoint:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: DescribeEndpoint
      description: Gets the properties associated with a specific endpoint. Use this operation to get the status of an endpoint. For information about endpoints, see Managing endpoints.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/DescribeEndpointResponse'
              examples:
                DescribeEndpoint200Example:
                  summary: Default DescribeEndpoint 200
                  x-microcks-default: true
                  value:
                    EndpointProperties: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                DescribeEndpoint480Example:
                  summary: Default DescribeEndpoint 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                DescribeEndpoint481Example:
                  summary: Default DescribeEndpoint 481
                  x-microcks-default: true
                  value: example
        '482':
          description: ResourceNotFoundException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceNotFoundException'
              examples:
                DescribeEndpoint482Example:
                  summary: Default DescribeEndpoint 482
                  x-microcks-default: true
                  value: example
        '483':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                DescribeEndpoint483Example:
                  summary: Default DescribeEndpoint 483
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/DescribeEndpointRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.DescribeEndpoint
      summary: Amazon Comprehend Describe Endpoint
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.DescribeEntitiesDetectionJob:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: DescribeEntitiesDetectionJob
      description: Gets the properties associated with an entities detection job. Use this operation to get the status of a detection job.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/DescribeEntitiesDetectionJobResponse'
              examples:
                DescribeEntitiesDetectionJob200Example:
                  summary: Default DescribeEntitiesDetectionJob 200
                  x-microcks-default: true
                  value:
                    EntitiesDetectionJobProperties: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                DescribeEntitiesDetectionJob480Example:
                  summary: Default DescribeEntitiesDetectionJob 480
                  x-microcks-default: true
                  value: example
        '481':
          description: JobNotFoundException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/JobNotFoundException'
              examples:
                DescribeEntitiesDetectionJob481Example:
                  summary: Default DescribeEntitiesDetectionJob 481
                  x-microcks-default: true
                  value: example
        '482':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                DescribeEntitiesDetectionJob482Example:
                  summary: Default DescribeEntitiesDetectionJob 482
                  x-microcks-default: true
                  value: example
        '483':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                DescribeEntitiesDetectionJob483Example:
                  summary: Default DescribeEntitiesDetectionJob 483
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/DescribeEntitiesDetectionJobRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.DescribeEntitiesDetectionJob
      summary: Amazon Comprehend Describe Entities Detection Job
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.DescribeEntityRecognizer:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: DescribeEntityRecognizer
      description: Provides details about an entity recognizer including status, S3 buckets containing training data, recognizer metadata, metrics, and so on.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/DescribeEntityRecognizerResponse'
              examples:
                DescribeEntityRecognizer200Example:
                  summary: Default DescribeEntityRecognizer 200
                  x-microcks-default: true
                  value:
                    EntityRecognizerProperties: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                DescribeEntityRecognizer480Example:
                  summary: Default DescribeEntityRecognizer 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                DescribeEntityRecognizer481Example:
                  summary: Default DescribeEntityRecognizer 481
                  x-microcks-default: true
                  value: example
        '482':
          description: ResourceNotFoundException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceNotFoundException'
              examples:
                DescribeEntityRecognizer482Example:
                  summary: Default DescribeEntityRecognizer 482
                  x-microcks-default: true
                  value: example
        '483':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                DescribeEntityRecognizer483Example:
                  summary: Default DescribeEntityRecognizer 483
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/DescribeEntityRecognizerRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.DescribeEntityRecognizer
      summary: Amazon Comprehend Describe Entity Recognizer
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.DescribeEventsDetectionJob:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: DescribeEventsDetectionJob
      description: Gets the status and details of an events detection job.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/DescribeEventsDetectionJobResponse'
              examples:
                DescribeEventsDetectionJob200Example:
                  summary: Default DescribeEventsDetectionJob 200
                  x-microcks-default: true
                  value:
                    EventsDetectionJobProperties: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                DescribeEventsDetectionJob480Example:
                  summary: Default DescribeEventsDetectionJob 480
                  x-microcks-default: true
                  value: example
        '481':
          description: JobNotFoundException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/JobNotFoundException'
              examples:
                DescribeEventsDetectionJob481Example:
                  summary: Default DescribeEventsDetectionJob 481
                  x-microcks-default: true
                  value: example
        '482':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                DescribeEventsDetectionJob482Example:
                  summary: Default DescribeEventsDetectionJob 482
                  x-microcks-default: true
                  value: example
        '483':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                DescribeEventsDetectionJob483Example:
                  summary: Default DescribeEventsDetectionJob 483
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/DescribeEventsDetectionJobRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.DescribeEventsDetectionJob
      summary: Amazon Comprehend Describe Events Detection Job
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.DescribeFlywheel:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: DescribeFlywheel
      description: Provides configuration information about the flywheel. For more information about flywheels, see Flywheel overview in the Amazon Comprehend Developer Guide.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/DescribeFlywheelResponse'
              examples:
                DescribeFlywheel200Example:
                  summary: Default DescribeFlywheel 200
                  x-microcks-default: true
                  value:
                    FlywheelProperties: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                DescribeFlywheel480Example:
                  summary: Default DescribeFlywheel 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                DescribeFlywheel481Example:
                  summary: Default DescribeFlywheel 481
                  x-microcks-default: true
                  value: example
        '482':
          description: ResourceNotFoundException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceNotFoundException'
              examples:
                DescribeFlywheel482Example:
                  summary: Default DescribeFlywheel 482
                  x-microcks-default: true
                  value: example
        '483':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                DescribeFlywheel483Example:
                  summary: Default DescribeFlywheel 483
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/DescribeFlywheelRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.DescribeFlywheel
      summary: Amazon Comprehend Describe Flywheel
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.DescribeFlywheelIteration:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: DescribeFlywheelIteration
      description: Retrieve the configuration properties of a flywheel iteration. For more information about flywheels, see Flywheel overview in the Amazon Comprehend Developer Guide.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/DescribeFlywheelIterationResponse'
              examples:
                DescribeFlywheelIteration200Example:
                  summary: Default DescribeFlywheelIteration 200
                  x-microcks-default: true
                  value:
                    FlywheelIterationProperties: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                DescribeFlywheelIteration480Example:
                  summary: Default DescribeFlywheelIteration 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                DescribeFlywheelIteration481Example:
                  summary: Default DescribeFlywheelIteration 481
                  x-microcks-default: true
                  value: example
        '482':
          description: ResourceNotFoundException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceNotFoundException'
              examples:
                DescribeFlywheelIteration482Example:
                  summary: Default DescribeFlywheelIteration 482
                  x-microcks-default: true
                  value: example
        '483':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                DescribeFlywheelIteration483Example:
                  summary: Default DescribeFlywheelIteration 483
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/DescribeFlywheelIterationRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.DescribeFlywheelIteration
      summary: Amazon Comprehend Describe Flywheel Iteration
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.DescribeKeyPhrasesDetectionJob:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: DescribeKeyPhrasesDetectionJob
      description: Gets the properties associated with a key phrases detection job. Use this operation to get the status of a detection job.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/DescribeKeyPhrasesDetectionJobResponse'
              examples:
                DescribeKeyPhrasesDetectionJob200Example:
                  summary: Default DescribeKeyPhrasesDetectionJob 200
                  x-microcks-default: true
                  value:
                    KeyPhrasesDetectionJobProperties: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                DescribeKeyPhrasesDetectionJob480Example:
                  summary: Default DescribeKeyPhrasesDetectionJob 480
                  x-microcks-default: true
                  value: example
        '481':
          description: JobNotFoundException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/JobNotFoundException'
              examples:
                DescribeKeyPhrasesDetectionJob481Example:
                  summary: Default DescribeKeyPhrasesDetectionJob 481
                  x-microcks-default: true
                  value: example
        '482':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                DescribeKeyPhrasesDetectionJob482Example:
                  summary: Default DescribeKeyPhrasesDetectionJob 482
                  x-microcks-default: true
                  value: example
        '483':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                DescribeKeyPhrasesDetectionJob483Example:
                  summary: Default DescribeKeyPhrasesDetectionJob 483
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/DescribeKeyPhrasesDetectionJobRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.DescribeKeyPhrasesDetectionJob
      summary: Amazon Comprehend Describe Key Phrases Detection Job
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.DescribePiiEntitiesDetectionJob:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: DescribePiiEntitiesDetectionJob
      description: Gets the properties associated with a PII entities detection job. For example, you can use this operation to get the job status.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/DescribePiiEntitiesDetectionJobResponse'
              examples:
                DescribePiiEntitiesDetectionJob200Example:
                  summary: Default DescribePiiEntitiesDetectionJob 200
                  x-microcks-default: true
                  value:
                    PiiEntitiesDetectionJobProperties:
                      JobId: {}
                      JobArn: {}
                      JobName: {}
                      JobStatus: {}
                      Message: {}
                      SubmitTime: {}
                      EndTime: {}
                      InputDataConfig: {}
                      OutputDataConfig: {}
                      RedactionConfig: {}
                      LanguageCode: {}
                      DataAccessRoleArn: {}
                      Mode: {}
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                DescribePiiEntitiesDetectionJob480Example:
                  summary: Default DescribePiiEntitiesDetectionJob 480
                  x-microcks-default: true
                  value: example
        '481':
          description: JobNotFoundException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/JobNotFoundException'
              examples:
                DescribePiiEntitiesDetectionJob481Example:
                  summary: Default DescribePiiEntitiesDetectionJob 481
                  x-microcks-default: true
                  value: example
        '482':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                DescribePiiEntitiesDetectionJob482Example:
                  summary: Default DescribePiiEntitiesDetectionJob 482
                  x-microcks-default: true
                  value: example
        '483':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                DescribePiiEntitiesDetectionJob483Example:
                  summary: Default DescribePiiEntitiesDetectionJob 483
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/DescribePiiEntitiesDetectionJobRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.DescribePiiEntitiesDetectionJob
      summary: Amazon Comprehend Describe Pii Entities Detection Job
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.DescribeResourcePolicy:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: DescribeResourcePolicy
      description: Gets the details of a resource-based policy that is attached to a custom model, including the JSON body of the policy.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/DescribeResourcePolicyResponse'
              examples:
                DescribeResourcePolicy200Example:
                  summary: Default DescribeResourcePolicy 200
                  x-microcks-default: true
                  value:
                    ResourcePolicy: example
                    CreationTime: example
                    LastModifiedTime: example
                    PolicyRevisionId: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                DescribeResourcePolicy480Example:
                  summary: Default DescribeResourcePolicy 480
                  x-microcks-default: true
                  value: example
        '481':
          description: ResourceNotFoundException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceNotFoundException'
              examples:
                DescribeResourcePolicy481Example:
                  summary: Default DescribeResourcePolicy 481
                  x-microcks-default: true
                  value: example
        '482':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                DescribeResourcePolicy482Example:
                  summary: Default DescribeResourcePolicy 482
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/DescribeResourcePolicyRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.DescribeResourcePolicy
      summary: Amazon Comprehend Describe Resource Policy
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.DescribeSentimentDetectionJob:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: DescribeSentimentDetectionJob
      description: Gets the properties associated with a sentiment detection job. Use this operation to get the status of a detection job.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/DescribeSentimentDetectionJobResponse'
              examples:
                DescribeSentimentDetectionJob200Example:
                  summary: Default DescribeSentimentDetectionJob 200
                  x-microcks-default: true
                  value:
                    SentimentDetectionJobProperties: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                DescribeSentimentDetectionJob480Example:
                  summary: Default DescribeSentimentDetectionJob 480
                  x-microcks-default: true
                  value: example
        '481':
          description: JobNotFoundException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/JobNotFoundException'
              examples:
                DescribeSentimentDetectionJob481Example:
                  summary: Default DescribeSentimentDetectionJob 481
                  x-microcks-default: true
                  value: example
        '482':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                DescribeSentimentDetectionJob482Example:
                  summary: Default DescribeSentimentDetectionJob 482
                  x-microcks-default: true
                  value: example
        '483':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                DescribeSentimentDetectionJob483Example:
                  summary: Default DescribeSentimentDetectionJob 483
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/DescribeSentimentDetectionJobRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.DescribeSentimentDetectionJob
      summary: Amazon Comprehend Describe Sentiment Detection Job
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.DescribeTargetedSentimentDetectionJob:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: DescribeTargetedSentimentDetectionJob
      description: Gets the properties associated with a targeted sentiment detection job. Use this operation to get the status of the job.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/DescribeTargetedSentimentDetectionJobResponse'
              examples:
                DescribeTargetedSentimentDetectionJob200Example:
                  summary: Default DescribeTargetedSentimentDetectionJob 200
                  x-microcks-default: true
                  value:
                    TargetedSentimentDetectionJobProperties: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                DescribeTargetedSentimentDetectionJob480Example:
                  summary: Default DescribeTargetedSentimentDetectionJob 480
                  x-microcks-default: true
                  value: example
        '481':
          description: JobNotFoundException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/JobNotFoundException'
              examples:
                DescribeTargetedSentimentDetectionJob481Example:
                  summary: Default DescribeTargetedSentimentDetectionJob 481
                  x-microcks-default: true
                  value: example
        '482':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                DescribeTargetedSentimentDetectionJob482Example:
                  summary: Default DescribeTargetedSentimentDetectionJob 482
                  x-microcks-default: true
                  value: example
        '483':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                DescribeTargetedSentimentDetectionJob483Example:
                  summary: Default DescribeTargetedSentimentDetectionJob 483
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/DescribeTargetedSentimentDetectionJobRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.DescribeTargetedSentimentDetectionJob
      summary: Amazon Comprehend Describe Targeted Sentiment Detection Job
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.DescribeTopicsDetectionJob:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: DescribeTopicsDetectionJob
      description: Gets the properties associated with a topic detection job. Use this operation to get the status of a detection job.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/DescribeTopicsDetectionJobResponse'
              examples:
                DescribeTopicsDetectionJob200Example:
                  summary: Default DescribeTopicsDetectionJob 200
                  x-microcks-default: true
                  value:
                    TopicsDetectionJobProperties: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                DescribeTopicsDetectionJob480Example:
                  summary: Default DescribeTopicsDetectionJob 480
                  x-microcks-default: true
                  value: example
        '481':
          description: JobNotFoundException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/JobNotFoundException'
              examples:
                DescribeTopicsDetectionJob481Example:
                  summary: Default DescribeTopicsDetectionJob 481
                  x-microcks-default: true
                  value: example
        '482':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                DescribeTopicsDetectionJob482Example:
                  summary: Default DescribeTopicsDetectionJob 482
                  x-microcks-default: true
                  value: example
        '483':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                DescribeTopicsDetectionJob483Example:
                  summary: Default DescribeTopicsDetectionJob 483
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/DescribeTopicsDetectionJobRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.DescribeTopicsDetectionJob
      summary: Amazon Comprehend Describe Topics Detection Job
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.DetectDominantLanguage:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: DetectDominantLanguage
      description: Determines the dominant language of the input text. For a list of languages that Amazon Comprehend can detect, see Amazon Comprehend Supported Languages.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/DetectDominantLanguageResponse'
              examples:
                DetectDominantLanguage200Example:
                  summary: Default DetectDominantLanguage 200
                  x-microcks-default: true
                  value:
                    Languages: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                DetectDominantLanguage480Example:
                  summary: Default DetectDominantLanguage 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TextSizeLimitExceededException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TextSizeLimitExceededException'
              examples:
                DetectDominantLanguage481Example:
                  summary: Default DetectDominantLanguage 481
                  x-microcks-default: true
                  value: example
        '482':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                DetectDominantLanguage482Example:
                  summary: Default DetectDominantLanguage 482
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/DetectDominantLanguageRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.DetectDominantLanguage
      summary: Amazon Comprehend Detect Dominant Language
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.DetectEntities:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: DetectEntities
      description: 'Detects named entities in input text when you use the pre-trained model. Detects custom entities if you have a custom entity recognition model.


        When detecting named entities using the pre-trained model, use plain text as the input. For more information about named entities, see Entities in the Comprehend Developer Guide.


        When you use a custom entity recognition model, you can input plain text or you can upload a single-page input document (text, PDF, Word, or image).


        If the system detects errors while processing a page in the input document, the API response includes an entry in Errors for each error.


        If the system detects a document-level error in your input document, the API returns an InvalidRequestException error response. For details about this exception, see Errors in semi-structured documents in the Comprehend Developer Guide.'
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/DetectEntitiesResponse'
              examples:
                DetectEntities200Example:
                  summary: Default DetectEntities 200
                  x-microcks-default: true
                  value:
                    Entities: example
                    DocumentMetadata: example
                    DocumentType: example
                    Blocks: example
                    Errors: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                DetectEntities480Example:
                  summary: Default DetectEntities 480
                  x-microcks-default: true
                  value: example
        '481':
          description: ResourceUnavailableException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceUnavailableException'
              examples:
                DetectEntities481Example:
                  summary: Default DetectEntities 481
                  x-microcks-default: true
                  value: example
        '482':
          description: TextSizeLimitExceededException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TextSizeLimitExceededException'
              examples:
                DetectEntities482Example:
                  summary: Default DetectEntities 482
                  x-microcks-default: true
                  value: example
        '483':
          description: UnsupportedLanguageException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/UnsupportedLanguageException'
              examples:
                DetectEntities483Example:
                  summary: Default DetectEntities 483
                  x-microcks-default: true
                  value: example
        '484':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                DetectEntities484Example:
                  summary: Default DetectEntities 484
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/DetectEntitiesRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.DetectEntities
      summary: Amazon Comprehend Detect Entities
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.DetectKeyPhrases:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: DetectKeyPhrases
      description: Detects the key noun phrases found in the text.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/DetectKeyPhrasesResponse'
              examples:
                DetectKeyPhrases200Example:
                  summary: Default DetectKeyPhrases 200
                  x-microcks-default: true
                  value:
                    KeyPhrases: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                DetectKeyPhrases480Example:
                  summary: Default DetectKeyPhrases 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TextSizeLimitExceededException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TextSizeLimitExceededException'
              examples:
                DetectKeyPhrases481Example:
                  summary: Default DetectKeyPhrases 481
                  x-microcks-default: true
                  value: example
        '482':
          description: UnsupportedLanguageException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/UnsupportedLanguageException'
              examples:
                DetectKeyPhrases482Example:
                  summary: Default DetectKeyPhrases 482
                  x-microcks-default: true
                  value: example
        '483':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                DetectKeyPhrases483Example:
                  summary: Default DetectKeyPhrases 483
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/DetectKeyPhrasesRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.DetectKeyPhrases
      summary: Amazon Comprehend Detect Key Phrases
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.DetectPiiEntities:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: DetectPiiEntities
      description: Inspects the input text for entities that contain personally identifiable information (PII) and returns information about them.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/DetectPiiEntitiesResponse'
              examples:
                DetectPiiEntities200Example:
                  summary: Default DetectPiiEntities 200
                  x-microcks-default: true
                  value:
                    Entities: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                DetectPiiEntities480Example:
                  summary: Default DetectPiiEntities 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TextSizeLimitExceededException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TextSizeLimitExceededException'
              examples:
                DetectPiiEntities481Example:
                  summary: Default DetectPiiEntities 481
                  x-microcks-default: true
                  value: example
        '482':
          description: UnsupportedLanguageException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/UnsupportedLanguageException'
              examples:
                DetectPiiEntities482Example:
                  summary: Default DetectPiiEntities 482
                  x-microcks-default: true
                  value: example
        '483':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                DetectPiiEntities483Example:
                  summary: Default DetectPiiEntities 483
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/DetectPiiEntitiesRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.DetectPiiEntities
      summary: Amazon Comprehend Detect Pii Entities
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.DetectSentiment:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: DetectSentiment
      description: Inspects text and returns an inference of the prevailing sentiment (POSITIVE, NEUTRAL, MIXED, or NEGATIVE).
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/DetectSentimentResponse'
              examples:
                DetectSentiment200Example:
                  summary: Default DetectSentiment 200
                  x-microcks-default: true
                  value:
                    Sentiment: example
                    SentimentScore: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                DetectSentiment480Example:
                  summary: Default DetectSentiment 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TextSizeLimitExceededException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TextSizeLimitExceededException'
              examples:
                DetectSentiment481Example:
                  summary: Default DetectSentiment 481
                  x-microcks-default: true
                  value: example
        '482':
          description: UnsupportedLanguageException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/UnsupportedLanguageException'
              examples:
                DetectSentiment482Example:
                  summary: Default DetectSentiment 482
                  x-microcks-default: true
                  value: example
        '483':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                DetectSentiment483Example:
                  summary: Default DetectSentiment 483
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/DetectSentimentRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.DetectSentiment
      summary: Amazon Comprehend Detect Sentiment
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.DetectSyntax:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: DetectSyntax
      description: Inspects text for syntax and the part of speech of words in the document. For more information, see Syntax in the Comprehend Developer Guide.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/DetectSyntaxResponse'
              examples:
                DetectSyntax200Example:
                  summary: Default DetectSyntax 200
                  x-microcks-default: true
                  value:
                    SyntaxTokens: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                DetectSyntax480Example:
                  summary: Default DetectSyntax 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TextSizeLimitExceededException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TextSizeLimitExceededException'
              examples:
                DetectSyntax481Example:
                  summary: Default DetectSyntax 481
                  x-microcks-default: true
                  value: example
        '482':
          description: UnsupportedLanguageException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/UnsupportedLanguageException'
              examples:
                DetectSyntax482Example:
                  summary: Default DetectSyntax 482
                  x-microcks-default: true
                  value: example
        '483':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                DetectSyntax483Example:
                  summary: Default DetectSyntax 483
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/DetectSyntaxRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.DetectSyntax
      summary: Amazon Comprehend Detect Syntax
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.DetectTargetedSentiment:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: DetectTargetedSentiment
      description: 'Inspects the input text and returns a sentiment analysis for each entity identified in the text.


        For more information about targeted sentiment, see Targeted sentiment.'
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/DetectTargetedSentimentResponse'
              examples:
                DetectTargetedSentiment200Example:
                  summary: Default DetectTargetedSentiment 200
                  x-microcks-default: true
                  value:
                    Entities: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                DetectTargetedSentiment480Example:
                  summary: Default DetectTargetedSentiment 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TextSizeLimitExceededException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TextSizeLimitExceededException'
              examples:
                DetectTargetedSentiment481Example:
                  summary: Default DetectTargetedSentiment 481
                  x-microcks-default: true
                  value: example
        '482':
          description: UnsupportedLanguageException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/UnsupportedLanguageException'
              examples:
                DetectTargetedSentiment482Example:
                  summary: Default DetectTargetedSentiment 482
                  x-microcks-default: true
                  value: example
        '483':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                DetectTargetedSentiment483Example:
                  summary: Default DetectTargetedSentiment 483
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/DetectTargetedSentimentRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.DetectTargetedSentiment
      summary: Amazon Comprehend Detect Targeted Sentiment
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.ImportModel:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: ImportModel
      description: 'Creates a new custom model that replicates a source custom model that you import. The source model can be in your Amazon Web Services account or another one.


        If the source model is in another Amazon Web Services account, then it must have a resource-based policy that authorizes you to import it.


        The source model must be in the same Amazon Web Services Region that you''re using when you import. You can''t import a model that''s in a different Region.'
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ImportModelResponse'
              examples:
                ImportModel200Example:
                  summary: Default ImportModel 200
                  x-microcks-default: true
                  value:
                    ModelArn: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                ImportModel480Example:
                  summary: Default ImportModel 480
                  x-microcks-default: true
                  value: example
        '481':
          description: ResourceNotFoundException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceNotFoundException'
              examples:
                ImportModel481Example:
                  summary: Default ImportModel 481
                  x-microcks-default: true
                  value: example
        '482':
          description: ResourceInUseException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceInUseException'
              examples:
                ImportModel482Example:
                  summary: Default ImportModel 482
                  x-microcks-default: true
                  value: example
        '483':
          description: ResourceUnavailableException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceUnavailableException'
              examples:
                ImportModel483Example:
                  summary: Default ImportModel 483
                  x-microcks-default: true
                  value: example
        '484':
          description: TooManyTagsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyTagsException'
              examples:
                ImportModel484Example:
                  summary: Default ImportModel 484
                  x-microcks-default: true
                  value: example
        '485':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                ImportModel485Example:
                  summary: Default ImportModel 485
                  x-microcks-default: true
                  value: example
        '486':
          description: ResourceLimitExceededException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceLimitExceededException'
              examples:
                ImportModel486Example:
                  summary: Default ImportModel 486
                  x-microcks-default: true
                  value: example
        '487':
          description: KmsKeyValidationException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/KmsKeyValidationException'
              examples:
                ImportModel487Example:
                  summary: Default ImportModel 487
                  x-microcks-default: true
                  value: example
        '488':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                ImportModel488Example:
                  summary: Default ImportModel 488
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/ImportModelRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.ImportModel
      summary: Amazon Comprehend Import Model
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.ListDatasets:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: ListDatasets
      description: List the datasets that you have configured in this Region. For more information about datasets, see Flywheel overview in the Amazon Comprehend Developer Guide.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ListDatasetsResponse'
              examples:
                ListDatasets200Example:
                  summary: Default ListDatasets 200
                  x-microcks-default: true
                  value:
                    DatasetPropertiesList: example
                    NextToken: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                ListDatasets480Example:
                  summary: Default ListDatasets 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                ListDatasets481Example:
                  summary: Default ListDatasets 481
                  x-microcks-default: true
                  value: example
        '482':
          description: InvalidFilterException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidFilterException'
              examples:
                ListDatasets482Example:
                  summary: Default ListDatasets 482
                  x-microcks-default: true
                  value: example
        '483':
          description: ResourceNotFoundException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceNotFoundException'
              examples:
                ListDatasets483Example:
                  summary: Default ListDatasets 483
                  x-microcks-default: true
                  value: example
        '484':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                ListDatasets484Example:
                  summary: Default ListDatasets 484
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/ListDatasetsRequest'
      parameters:
      - name: MaxResults
        in: query
        schema:
          type: string
        description: Pagination limit
        required: false
      - name: NextToken
        in: query
        schema:
          type: string
        description: Pagination token
        required: false
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.ListDatasets
      summary: Amazon Comprehend List Datasets
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.ListDocumentClassificationJobs:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: ListDocumentClassificationJobs
      description: Gets a list of the documentation classification jobs that you have submitted.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ListDocumentClassificationJobsResponse'
              examples:
                ListDocumentClassificationJobs200Example:
                  summary: Default ListDocumentClassificationJobs 200
                  x-microcks-default: true
                  value:
                    DocumentClassificationJobPropertiesList: example
                    NextToken: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                ListDocumentClassificationJobs480Example:
                  summary: Default ListDocumentClassificationJobs 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                ListDocumentClassificationJobs481Example:
                  summary: Default ListDocumentClassificationJobs 481
                  x-microcks-default: true
                  value: example
        '482':
          description: InvalidFilterException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidFilterException'
              examples:
                ListDocumentClassificationJobs482Example:
                  summary: Default ListDocumentClassificationJobs 482
                  x-microcks-default: true
                  value: example
        '483':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                ListDocumentClassificationJobs483Example:
                  summary: Default ListDocumentClassificationJobs 483
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/ListDocumentClassificationJobsRequest'
      parameters:
      - name: MaxResults
        in: query
        schema:
          type: string
        description: Pagination limit
        required: false
      - name: NextToken
        in: query
        schema:
          type: string
        description: Pagination token
        required: false
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.ListDocumentClassificationJobs
      summary: Amazon Comprehend List Document Classification Jobs
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.ListDocumentClassifierSummaries:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: ListDocumentClassifierSummaries
      description: Gets a list of summaries of the document classifiers that you have created
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ListDocumentClassifierSummariesResponse'
              examples:
                ListDocumentClassifierSummaries200Example:
                  summary: Default ListDocumentClassifierSummaries 200
                  x-microcks-default: true
                  value:
                    DocumentClassifierSummariesList: example
                    NextToken: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                ListDocumentClassifierSummaries480Example:
                  summary: Default ListDocumentClassifierSummaries 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                ListDocumentClassifierSummaries481Example:
                  summary: Default ListDocumentClassifierSummaries 481
                  x-microcks-default: true
                  value: example
        '482':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                ListDocumentClassifierSummaries482Example:
                  summary: Default ListDocumentClassifierSummaries 482
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/ListDocumentClassifierSummariesRequest'
      parameters:
      - name: MaxResults
        in: query
        schema:
          type: string
        description: Pagination limit
        required: false
      - name: NextToken
        in: query
        schema:
          type: string
        description: Pagination token
        required: false
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.ListDocumentClassifierSummaries
      summary: Amazon Comprehend List Document Classifier Summaries
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.ListDocumentClassifiers:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: ListDocumentClassifiers
      description: Gets a list of the document classifiers that you have created.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ListDocumentClassifiersResponse'
              examples:
                ListDocumentClassifiers200Example:
                  summary: Default ListDocumentClassifiers 200
                  x-microcks-default: true
                  value:
                    DocumentClassifierPropertiesList: example
                    NextToken: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                ListDocumentClassifiers480Example:
                  summary: Default ListDocumentClassifiers 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                ListDocumentClassifiers481Example:
                  summary: Default ListDocumentClassifiers 481
                  x-microcks-default: true
                  value: example
        '482':
          description: InvalidFilterException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidFilterException'
              examples:
                ListDocumentClassifiers482Example:
                  summary: Default ListDocumentClassifiers 482
                  x-microcks-default: true
                  value: example
        '483':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                ListDocumentClassifiers483Example:
                  summary: Default ListDocumentClassifiers 483
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/ListDocumentClassifiersRequest'
      parameters:
      - name: MaxResults
        in: query
        schema:
          type: string
        description: Pagination limit
        required: false
      - name: NextToken
        in: query
        schema:
          type: string
        description: Pagination token
        required: false
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.ListDocumentClassifiers
      summary: Amazon Comprehend List Document Classifiers
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.ListDominantLanguageDetectionJobs:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: ListDominantLanguageDetectionJobs
      description: Gets a list of the dominant language detection jobs that you have submitted.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ListDominantLanguageDetectionJobsResponse'
              examples:
                ListDominantLanguageDetectionJobs200Example:
                  summary: Default ListDominantLanguageDetectionJobs 200
                  x-microcks-default: true
                  value:
                    DominantLanguageDetectionJobPropertiesList: example
                    NextToken: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                ListDominantLanguageDetectionJobs480Example:
                  summary: Default ListDominantLanguageDetectionJobs 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                ListDominantLanguageDetectionJobs481Example:
                  summary: Default ListDominantLanguageDetectionJobs 481
                  x-microcks-default: true
                  value: example
        '482':
          description: InvalidFilterException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidFilterException'
              examples:
                ListDominantLanguageDetectionJobs482Example:
                  summary: Default ListDominantLanguageDetectionJobs 482
                  x-microcks-default: true
                  value: example
        '483':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                ListDominantLanguageDetectionJobs483Example:
                  summary: Default ListDominantLanguageDetectionJobs 483
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/ListDominantLanguageDetectionJobsRequest'
      parameters:
      - name: MaxResults
        in: query
        schema:
          type: string
        description: Pagination limit
        required: false
      - name: NextToken
        in: query
        schema:
          type: string
        description: Pagination token
        required: false
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.ListDominantLanguageDetectionJobs
      summary: Amazon Comprehend List Dominant Language Detection Jobs
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.ListEndpoints:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: ListEndpoints
      description: Gets a list of all existing endpoints that you've created. For information about endpoints, see Managing endpoints.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ListEndpointsResponse'
              examples:
                ListEndpoints200Example:
                  summary: Default ListEndpoints 200
                  x-microcks-default: true
                  value:
                    EndpointPropertiesList: example
                    NextToken: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                ListEndpoints480Example:
                  summary: Default ListEndpoints 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                ListEndpoints481Example:
                  summary: Default ListEndpoints 481
                  x-microcks-default: true
                  value: example
        '482':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                ListEndpoints482Example:
                  summary: Default ListEndpoints 482
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/ListEndpointsRequest'
      parameters:
      - name: MaxResults
        in: query
        schema:
          type: string
        description: Pagination limit
        required: false
      - name: NextToken
        in: query
        schema:
          type: string
        description: Pagination token
        required: false
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.ListEndpoints
      summary: Amazon Comprehend List Endpoints
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.ListEntitiesDetectionJobs:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: ListEntitiesDetectionJobs
      description: Gets a list of the entity detection jobs that you have submitted.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ListEntitiesDetectionJobsResponse'
              examples:
                ListEntitiesDetectionJobs200Example:
                  summary: Default ListEntitiesDetectionJobs 200
                  x-microcks-default: true
                  value:
                    EntitiesDetectionJobPropertiesList: example
                    NextToken: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                ListEntitiesDetectionJobs480Example:
                  summary: Default ListEntitiesDetectionJobs 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                ListEntitiesDetectionJobs481Example:
                  summary: Default ListEntitiesDetectionJobs 481
                  x-microcks-default: true
                  value: example
        '482':
          description: InvalidFilterException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidFilterException'
              examples:
                ListEntitiesDetectionJobs482Example:
                  summary: Default ListEntitiesDetectionJobs 482
                  x-microcks-default: true
                  value: example
        '483':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                ListEntitiesDetectionJobs483Example:
                  summary: Default ListEntitiesDetectionJobs 483
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/ListEntitiesDetectionJobsRequest'
      parameters:
      - name: MaxResults
        in: query
        schema:
          type: string
        description: Pagination limit
        required: false
      - name: NextToken
        in: query
        schema:
          type: string
        description: Pagination token
        required: false
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.ListEntitiesDetectionJobs
      summary: Amazon Comprehend List Entities Detection Jobs
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.ListEntityRecognizerSummaries:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: ListEntityRecognizerSummaries
      description: Gets a list of summaries for the entity recognizers that you have created.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ListEntityRecognizerSummariesResponse'
              examples:
                ListEntityRecognizerSummaries200Example:
                  summary: Default ListEntityRecognizerSummaries 200
                  x-microcks-default: true
                  value:
                    EntityRecognizerSummariesList: example
                    NextToken: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                ListEntityRecognizerSummaries480Example:
                  summary: Default ListEntityRecognizerSummaries 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                ListEntityRecognizerSummaries481Example:
                  summary: Default ListEntityRecognizerSummaries 481
                  x-microcks-default: true
                  value: example
        '482':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                ListEntityRecognizerSummaries482Example:
                  summary: Default ListEntityRecognizerSummaries 482
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/ListEntityRecognizerSummariesRequest'
      parameters:
      - name: MaxResults
        in: query
        schema:
          type: string
        description: Pagination limit
        required: false
      - name: NextToken
        in: query
        schema:
          type: string
        description: Pagination token
        required: false
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.ListEntityRecognizerSummaries
      summary: Amazon Comprehend List Entity Recognizer Summaries
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.ListEntityRecognizers:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: ListEntityRecognizers
      description: 'Gets a list of the properties of all entity recognizers that you created, including recognizers currently in training. Allows you to filter the list of recognizers based on criteria such as status and submission time. This call returns up to 500 entity recognizers in the list, with a default number of 100 recognizers in the list.


        The results of this list are not in any particular order. Please get the list and sort locally if needed.'
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ListEntityRecognizersResponse'
              examples:
                ListEntityRecognizers200Example:
                  summary: Default ListEntityRecognizers 200
                  x-microcks-default: true
                  value:
                    EntityRecognizerPropertiesList: example
                    NextToken: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                ListEntityRecognizers480Example:
                  summary: Default ListEntityRecognizers 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                ListEntityRecognizers481Example:
                  summary: Default ListEntityRecognizers 481
                  x-microcks-default: true
                  value: example
        '482':
          description: InvalidFilterException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidFilterException'
              examples:
                ListEntityRecognizers482Example:
                  summary: Default ListEntityRecognizers 482
                  x-microcks-default: true
                  value: example
        '483':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                ListEntityRecognizers483Example:
                  summary: Default ListEntityRecognizers 483
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/ListEntityRecognizersRequest'
      parameters:
      - name: MaxResults
        in: query
        schema:
          type: string
        description: Pagination limit
        required: false
      - name: NextToken
        in: query
        schema:
          type: string
        description: Pagination token
        required: false
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.ListEntityRecognizers
      summary: Amazon Comprehend List Entity Recognizers
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.ListEventsDetectionJobs:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: ListEventsDetectionJobs
      description: Gets a list of the events detection jobs that you have submitted.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ListEventsDetectionJobsResponse'
              examples:
                ListEventsDetectionJobs200Example:
                  summary: Default ListEventsDetectionJobs 200
                  x-microcks-default: true
                  value:
                    EventsDetectionJobPropertiesList: example
                    NextToken: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                ListEventsDetectionJobs480Example:
                  summary: Default ListEventsDetectionJobs 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                ListEventsDetectionJobs481Example:
                  summary: Default ListEventsDetectionJobs 481
                  x-microcks-default: true
                  value: example
        '482':
          description: InvalidFilterException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidFilterException'
              examples:
                ListEventsDetectionJobs482Example:
                  summary: Default ListEventsDetectionJobs 482
                  x-microcks-default: true
                  value: example
        '483':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                ListEventsDetectionJobs483Example:
                  summary: Default ListEventsDetectionJobs 483
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/ListEventsDetectionJobsRequest'
      parameters:
      - name: MaxResults
        in: query
        schema:
          type: string
        description: Pagination limit
        required: false
      - name: NextToken
        in: query
        schema:
          type: string
        description: Pagination token
        required: false
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.ListEventsDetectionJobs
      summary: Amazon Comprehend List Events Detection Jobs
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.ListFlywheelIterationHistory:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: ListFlywheelIterationHistory
      description: Information about the history of a flywheel iteration. For more information about flywheels, see Flywheel overview in the Amazon Comprehend Developer Guide.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ListFlywheelIterationHistoryResponse'
              examples:
                ListFlywheelIterationHistory200Example:
                  summary: Default ListFlywheelIterationHistory 200
                  x-microcks-default: true
                  value:
                    FlywheelIterationPropertiesList: example
                    NextToken: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                ListFlywheelIterationHistory480Example:
                  summary: Default ListFlywheelIterationHistory 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                ListFlywheelIterationHistory481Example:
                  summary: Default ListFlywheelIterationHistory 481
                  x-microcks-default: true
                  value: example
        '482':
          description: InvalidFilterException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidFilterException'
              examples:
                ListFlywheelIterationHistory482Example:
                  summary: Default ListFlywheelIterationHistory 482
                  x-microcks-default: true
                  value: example
        '483':
          description: ResourceNotFoundException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceNotFoundException'
              examples:
                ListFlywheelIterationHistory483Example:
                  summary: Default ListFlywheelIterationHistory 483
                  x-microcks-default: true
                  value: example
        '484':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                ListFlywheelIterationHistory484Example:
                  summary: Default ListFlywheelIterationHistory 484
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/ListFlywheelIterationHistoryRequest'
      parameters:
      - name: MaxResults
        in: query
        schema:
          type: string
        description: Pagination limit
        required: false
      - name: NextToken
        in: query
        schema:
          type: string
        description: Pagination token
        required: false
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.ListFlywheelIterationHistory
      summary: Amazon Comprehend List Flywheel Iteration History
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.ListFlywheels:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: ListFlywheels
      description: Gets a list of the flywheels that you have created.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ListFlywheelsResponse'
              examples:
                ListFlywheels200Example:
                  summary: Default ListFlywheels 200
                  x-microcks-default: true
                  value:
                    FlywheelSummaryList: example
                    NextToken: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                ListFlywheels480Example:
                  summary: Default ListFlywheels 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                ListFlywheels481Example:
                  summary: Default ListFlywheels 481
                  x-microcks-default: true
                  value: example
        '482':
          description: InvalidFilterException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidFilterException'
              examples:
                ListFlywheels482Example:
                  summary: Default ListFlywheels 482
                  x-microcks-default: true
                  value: example
        '483':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                ListFlywheels483Example:
                  summary: Default ListFlywheels 483
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/ListFlywheelsRequest'
      parameters:
      - name: MaxResults
        in: query
        schema:
          type: string
        description: Pagination limit
        required: false
      - name: NextToken
        in: query
        schema:
          type: string
        description: Pagination token
        required: false
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.ListFlywheels
      summary: Amazon Comprehend List Flywheels
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.ListKeyPhrasesDetectionJobs:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: ListKeyPhrasesDetectionJobs
      description: Get a list of key phrase detection jobs that you have submitted.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ListKeyPhrasesDetectionJobsResponse'
              examples:
                ListKeyPhrasesDetectionJobs200Example:
                  summary: Default ListKeyPhrasesDetectionJobs 200
                  x-microcks-default: true
                  value:
                    KeyPhrasesDetectionJobPropertiesList: example
                    NextToken: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                ListKeyPhrasesDetectionJobs480Example:
                  summary: Default ListKeyPhrasesDetectionJobs 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                ListKeyPhrasesDetectionJobs481Example:
                  summary: Default ListKeyPhrasesDetectionJobs 481
                  x-microcks-default: true
                  value: example
        '482':
          description: InvalidFilterException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidFilterException'
              examples:
                ListKeyPhrasesDetectionJobs482Example:
                  summary: Default ListKeyPhrasesDetectionJobs 482
                  x-microcks-default: true
                  value: example
        '483':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                ListKeyPhrasesDetectionJobs483Example:
                  summary: Default ListKeyPhrasesDetectionJobs 483
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/ListKeyPhrasesDetectionJobsRequest'
      parameters:
      - name: MaxResults
        in: query
        schema:
          type: string
        description: Pagination limit
        required: false
      - name: NextToken
        in: query
        schema:
          type: string
        description: Pagination token
        required: false
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.ListKeyPhrasesDetectionJobs
      summary: Amazon Comprehend List Key Phrases Detection Jobs
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.ListPiiEntitiesDetectionJobs:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: ListPiiEntitiesDetectionJobs
      description: Gets a list of the PII entity detection jobs that you have submitted.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ListPiiEntitiesDetectionJobsResponse'
              examples:
                ListPiiEntitiesDetectionJobs200Example:
                  summary: Default ListPiiEntitiesDetectionJobs 200
                  x-microcks-default: true
                  value:
                    PiiEntitiesDetectionJobPropertiesList: example
                    NextToken: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                ListPiiEntitiesDetectionJobs480Example:
                  summary: Default ListPiiEntitiesDetectionJobs 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                ListPiiEntitiesDetectionJobs481Example:
                  summary: Default ListPiiEntitiesDetectionJobs 481
                  x-microcks-default: true
                  value: example
        '482':
          description: InvalidFilterException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidFilterException'
              examples:
                ListPiiEntitiesDetectionJobs482Example:
                  summary: Default ListPiiEntitiesDetectionJobs 482
                  x-microcks-default: true
                  value: example
        '483':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                ListPiiEntitiesDetectionJobs483Example:
                  summary: Default ListPiiEntitiesDetectionJobs 483
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/ListPiiEntitiesDetectionJobsRequest'
      parameters:
      - name: MaxResults
        in: query
        schema:
          type: string
        description: Pagination limit
        required: false
      - name: NextToken
        in: query
        schema:
          type: string
        description: Pagination token
        required: false
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.ListPiiEntitiesDetectionJobs
      summary: Amazon Comprehend List Pii Entities Detection Jobs
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.ListSentimentDetectionJobs:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: ListSentimentDetectionJobs
      description: Gets a list of sentiment detection jobs that you have submitted.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ListSentimentDetectionJobsResponse'
              examples:
                ListSentimentDetectionJobs200Example:
                  summary: Default ListSentimentDetectionJobs 200
                  x-microcks-default: true
                  value:
                    SentimentDetectionJobPropertiesList: example
                    NextToken: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                ListSentimentDetectionJobs480Example:
                  summary: Default ListSentimentDetectionJobs 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                ListSentimentDetectionJobs481Example:
                  summary: Default ListSentimentDetectionJobs 481
                  x-microcks-default: true
                  value: example
        '482':
          description: InvalidFilterException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidFilterException'
              examples:
                ListSentimentDetectionJobs482Example:
                  summary: Default ListSentimentDetectionJobs 482
                  x-microcks-default: true
                  value: example
        '483':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                ListSentimentDetectionJobs483Example:
                  summary: Default ListSentimentDetectionJobs 483
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/ListSentimentDetectionJobsRequest'
      parameters:
      - name: MaxResults
        in: query
        schema:
          type: string
        description: Pagination limit
        required: false
      - name: NextToken
        in: query
        schema:
          type: string
        description: Pagination token
        required: false
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.ListSentimentDetectionJobs
      summary: Amazon Comprehend List Sentiment Detection Jobs
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.ListTagsForResource:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: ListTagsForResource
      description: Lists all tags associated with a given Amazon Comprehend resource.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ListTagsForResourceResponse'
              examples:
                ListTagsForResource200Example:
                  summary: Default ListTagsForResource 200
                  x-microcks-default: true
                  value:
                    ResourceArn: example
                    Tags: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                ListTagsForResource480Example:
                  summary: Default ListTagsForResource 480
                  x-microcks-default: true
                  value: example
        '481':
          description: ResourceNotFoundException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceNotFoundException'
              examples:
                ListTagsForResource481Example:
                  summary: Default ListTagsForResource 481
                  x-microcks-default: true
                  value: example
        '482':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                ListTagsForResource482Example:
                  summary: Default ListTagsForResource 482
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/ListTagsForResourceRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.ListTagsForResource
      summary: Amazon Comprehend List Tags for Resource
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.ListTargetedSentimentDetectionJobs:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: ListTargetedSentimentDetectionJobs
      description: Gets a list of targeted sentiment detection jobs that you have submitted.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ListTargetedSentimentDetectionJobsResponse'
              examples:
                ListTargetedSentimentDetectionJobs200Example:
                  summary: Default ListTargetedSentimentDetectionJobs 200
                  x-microcks-default: true
                  value:
                    TargetedSentimentDetectionJobPropertiesList: example
                    NextToken: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                ListTargetedSentimentDetectionJobs480Example:
                  summary: Default ListTargetedSentimentDetectionJobs 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                ListTargetedSentimentDetectionJobs481Example:
                  summary: Default ListTargetedSentimentDetectionJobs 481
                  x-microcks-default: true
                  value: example
        '482':
          description: InvalidFilterException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidFilterException'
              examples:
                ListTargetedSentimentDetectionJobs482Example:
                  summary: Default ListTargetedSentimentDetectionJobs 482
                  x-microcks-default: true
                  value: example
        '483':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                ListTargetedSentimentDetectionJobs483Example:
                  summary: Default ListTargetedSentimentDetectionJobs 483
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/ListTargetedSentimentDetectionJobsRequest'
      parameters:
      - name: MaxResults
        in: query
        schema:
          type: string
        description: Pagination limit
        required: false
      - name: NextToken
        in: query
        schema:
          type: string
        description: Pagination token
        required: false
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.ListTargetedSentimentDetectionJobs
      summary: Amazon Comprehend List Targeted Sentiment Detection Jobs
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.ListTopicsDetectionJobs:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: ListTopicsDetectionJobs
      description: Gets a list of the topic detection jobs that you have submitted.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ListTopicsDetectionJobsResponse'
              examples:
                ListTopicsDetectionJobs200Example:
                  summary: Default ListTopicsDetectionJobs 200
                  x-microcks-default: true
                  value:
                    TopicsDetectionJobPropertiesList: example
                    NextToken: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                ListTopicsDetectionJobs480Example:
                  summary: Default ListTopicsDetectionJobs 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                ListTopicsDetectionJobs481Example:
                  summary: Default ListTopicsDetectionJobs 481
                  x-microcks-default: true
                  value: example
        '482':
          description: InvalidFilterException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidFilterException'
              examples:
                ListTopicsDetectionJobs482Example:
                  summary: Default ListTopicsDetectionJobs 482
                  x-microcks-default: true
                  value: example
        '483':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                ListTopicsDetectionJobs483Example:
                  summary: Default ListTopicsDetectionJobs 483
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/ListTopicsDetectionJobsRequest'
      parameters:
      - name: MaxResults
        in: query
        schema:
          type: string
        description: Pagination limit
        required: false
      - name: NextToken
        in: query
        schema:
          type: string
        description: Pagination token
        required: false
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.ListTopicsDetectionJobs
      summary: Amazon Comprehend List Topics Detection Jobs
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.PutResourcePolicy:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: PutResourcePolicy
      description: Attaches a resource-based policy to a custom model. You can use this policy to authorize an entity in another Amazon Web Services account to import the custom model, which replicates it in Amazon Comprehend in their account.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/PutResourcePolicyResponse'
              examples:
                PutResourcePolicy200Example:
                  summary: Default PutResourcePolicy 200
                  x-microcks-default: true
                  value:
                    PolicyRevisionId: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                PutResourcePolicy480Example:
                  summary: Default PutResourcePolicy 480
                  x-microcks-default: true
                  value: example
        '481':
          description: ResourceNotFoundException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceNotFoundException'
              examples:
                PutResourcePolicy481Example:
                  summary: Default PutResourcePolicy 481
                  x-microcks-default: true
                  value: example
        '482':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                PutResourcePolicy482Example:
                  summary: Default PutResourcePolicy 482
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/PutResourcePolicyRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.PutResourcePolicy
      summary: Amazon Comprehend Put Resource Policy
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.StartDocumentClassificationJob:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: StartDocumentClassificationJob
      description: Starts an asynchronous document classification job. Use the DescribeDocumentClassificationJob operation to track the progress of the job.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/StartDocumentClassificationJobResponse'
              examples:
                StartDocumentClassificationJob200Example:
                  summary: Default StartDocumentClassificationJob 200
                  x-microcks-default: true
                  value:
                    JobId: example
                    JobArn: example
                    JobStatus: example
                    DocumentClassifierArn: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                StartDocumentClassificationJob480Example:
                  summary: Default StartDocumentClassificationJob 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                StartDocumentClassificationJob481Example:
                  summary: Default StartDocumentClassificationJob 481
                  x-microcks-default: true
                  value: example
        '482':
          description: ResourceNotFoundException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceNotFoundException'
              examples:
                StartDocumentClassificationJob482Example:
                  summary: Default StartDocumentClassificationJob 482
                  x-microcks-default: true
                  value: example
        '483':
          description: ResourceUnavailableException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceUnavailableException'
              examples:
                StartDocumentClassificationJob483Example:
                  summary: Default StartDocumentClassificationJob 483
                  x-microcks-default: true
                  value: example
        '484':
          description: KmsKeyValidationException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/KmsKeyValidationException'
              examples:
                StartDocumentClassificationJob484Example:
                  summary: Default StartDocumentClassificationJob 484
                  x-microcks-default: true
                  value: example
        '485':
          description: TooManyTagsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyTagsException'
              examples:
                StartDocumentClassificationJob485Example:
                  summary: Default StartDocumentClassificationJob 485
                  x-microcks-default: true
                  value: example
        '486':
          description: ResourceInUseException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceInUseException'
              examples:
                StartDocumentClassificationJob486Example:
                  summary: Default StartDocumentClassificationJob 486
                  x-microcks-default: true
                  value: example
        '487':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                StartDocumentClassificationJob487Example:
                  summary: Default StartDocumentClassificationJob 487
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/StartDocumentClassificationJobRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.StartDocumentClassificationJob
      summary: Amazon Comprehend Start Document Classification Job
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.StartDominantLanguageDetectionJob:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: StartDominantLanguageDetectionJob
      description: Starts an asynchronous dominant language detection job for a collection of documents. Use the operation to track the status of a job.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/StartDominantLanguageDetectionJobResponse'
              examples:
                StartDominantLanguageDetectionJob200Example:
                  summary: Default StartDominantLanguageDetectionJob 200
                  x-microcks-default: true
                  value:
                    JobId: example
                    JobArn: example
                    JobStatus: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                StartDominantLanguageDetectionJob480Example:
                  summary: Default StartDominantLanguageDetectionJob 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                StartDominantLanguageDetectionJob481Example:
                  summary: Default StartDominantLanguageDetectionJob 481
                  x-microcks-default: true
                  value: example
        '482':
          description: KmsKeyValidationException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/KmsKeyValidationException'
              examples:
                StartDominantLanguageDetectionJob482Example:
                  summary: Default StartDominantLanguageDetectionJob 482
                  x-microcks-default: true
                  value: example
        '483':
          description: TooManyTagsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyTagsException'
              examples:
                StartDominantLanguageDetectionJob483Example:
                  summary: Default StartDominantLanguageDetectionJob 483
                  x-microcks-default: true
                  value: example
        '484':
          description: ResourceInUseException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceInUseException'
              examples:
                StartDominantLanguageDetectionJob484Example:
                  summary: Default StartDominantLanguageDetectionJob 484
                  x-microcks-default: true
                  value: example
        '485':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                StartDominantLanguageDetectionJob485Example:
                  summary: Default StartDominantLanguageDetectionJob 485
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/StartDominantLanguageDetectionJobRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.StartDominantLanguageDetectionJob
      summary: Amazon Comprehend Start Dominant Language Detection Job
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.StartEntitiesDetectionJob:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: StartEntitiesDetectionJob
      description: 'Starts an asynchronous entity detection job for a collection of documents. Use the operation to track the status of a job.


        This API can be used for either standard entity detection or custom entity recognition. In order to be used for custom entity recognition, the optional EntityRecognizerArn must be used in order to provide access to the recognizer being used to detect the custom entity.'
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/StartEntitiesDetectionJobResponse'
              examples:
                StartEntitiesDetectionJob200Example:
                  summary: Default StartEntitiesDetectionJob 200
                  x-microcks-default: true
                  value:
                    JobId: example
                    JobArn: example
                    JobStatus: example
                    EntityRecognizerArn: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                StartEntitiesDetectionJob480Example:
                  summary: Default StartEntitiesDetectionJob 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                StartEntitiesDetectionJob481Example:
                  summary: Default StartEntitiesDetectionJob 481
                  x-microcks-default: true
                  value: example
        '482':
          description: ResourceNotFoundException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceNotFoundException'
              examples:
                StartEntitiesDetectionJob482Example:
                  summary: Default StartEntitiesDetectionJob 482
                  x-microcks-default: true
                  value: example
        '483':
          description: ResourceUnavailableException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceUnavailableException'
              examples:
                StartEntitiesDetectionJob483Example:
                  summary: Default StartEntitiesDetectionJob 483
                  x-microcks-default: true
                  value: example
        '484':
          description: KmsKeyValidationException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/KmsKeyValidationException'
              examples:
                StartEntitiesDetectionJob484Example:
                  summary: Default StartEntitiesDetectionJob 484
                  x-microcks-default: true
                  value: example
        '485':
          description: TooManyTagsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyTagsException'
              examples:
                StartEntitiesDetectionJob485Example:
                  summary: Default StartEntitiesDetectionJob 485
                  x-microcks-default: true
                  value: example
        '486':
          description: ResourceInUseException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceInUseException'
              examples:
                StartEntitiesDetectionJob486Example:
                  summary: Default StartEntitiesDetectionJob 486
                  x-microcks-default: true
                  value: example
        '487':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                StartEntitiesDetectionJob487Example:
                  summary: Default StartEntitiesDetectionJob 487
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/StartEntitiesDetectionJobRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.StartEntitiesDetectionJob
      summary: Amazon Comprehend Start Entities Detection Job
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.StartEventsDetectionJob:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: StartEventsDetectionJob
      description: Starts an asynchronous event detection job for a collection of documents.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/StartEventsDetectionJobResponse'
              examples:
                StartEventsDetectionJob200Example:
                  summary: Default StartEventsDetectionJob 200
                  x-microcks-default: true
                  value:
                    JobId: example
                    JobArn: example
                    JobStatus: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                StartEventsDetectionJob480Example:
                  summary: Default StartEventsDetectionJob 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                StartEventsDetectionJob481Example:
                  summary: Default StartEventsDetectionJob 481
                  x-microcks-default: true
                  value: example
        '482':
          description: KmsKeyValidationException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/KmsKeyValidationException'
              examples:
                StartEventsDetectionJob482Example:
                  summary: Default StartEventsDetectionJob 482
                  x-microcks-default: true
                  value: example
        '483':
          description: TooManyTagsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyTagsException'
              examples:
                StartEventsDetectionJob483Example:
                  summary: Default StartEventsDetectionJob 483
                  x-microcks-default: true
                  value: example
        '484':
          description: ResourceInUseException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceInUseException'
              examples:
                StartEventsDetectionJob484Example:
                  summary: Default StartEventsDetectionJob 484
                  x-microcks-default: true
                  value: example
        '485':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                StartEventsDetectionJob485Example:
                  summary: Default StartEventsDetectionJob 485
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/StartEventsDetectionJobRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.StartEventsDetectionJob
      summary: Amazon Comprehend Start Events Detection Job
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.StartFlywheelIteration:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: StartFlywheelIteration
      description: Start the flywheel iteration.This operation uses any new datasets to train a new model version. For more information about flywheels, see Flywheel overview in the Amazon Comprehend Developer Guide.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/StartFlywheelIterationResponse'
              examples:
                StartFlywheelIteration200Example:
                  summary: Default StartFlywheelIteration 200
                  x-microcks-default: true
                  value:
                    FlywheelArn: example
                    FlywheelIterationId: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                StartFlywheelIteration480Example:
                  summary: Default StartFlywheelIteration 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                StartFlywheelIteration481Example:
                  summary: Default StartFlywheelIteration 481
                  x-microcks-default: true
                  value: example
        '482':
          description: ResourceInUseException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceInUseException'
              examples:
                StartFlywheelIteration482Example:
                  summary: Default StartFlywheelIteration 482
                  x-microcks-default: true
                  value: example
        '483':
          description: ResourceNotFoundException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceNotFoundException'
              examples:
                StartFlywheelIteration483Example:
                  summary: Default StartFlywheelIteration 483
                  x-microcks-default: true
                  value: example
        '484':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                StartFlywheelIteration484Example:
                  summary: Default StartFlywheelIteration 484
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/StartFlywheelIterationRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.StartFlywheelIteration
      summary: Amazon Comprehend Start Flywheel Iteration
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.StartKeyPhrasesDetectionJob:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: StartKeyPhrasesDetectionJob
      description: Starts an asynchronous key phrase detection job for a collection of documents. Use the operation to track the status of a job.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/StartKeyPhrasesDetectionJobResponse'
              examples:
                StartKeyPhrasesDetectionJob200Example:
                  summary: Default StartKeyPhrasesDetectionJob 200
                  x-microcks-default: true
                  value:
                    JobId: example
                    JobArn: example
                    JobStatus: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                StartKeyPhrasesDetectionJob480Example:
                  summary: Default StartKeyPhrasesDetectionJob 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                StartKeyPhrasesDetectionJob481Example:
                  summary: Default StartKeyPhrasesDetectionJob 481
                  x-microcks-default: true
                  value: example
        '482':
          description: KmsKeyValidationException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/KmsKeyValidationException'
              examples:
                StartKeyPhrasesDetectionJob482Example:
                  summary: Default StartKeyPhrasesDetectionJob 482
                  x-microcks-default: true
                  value: example
        '483':
          description: TooManyTagsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyTagsException'
              examples:
                StartKeyPhrasesDetectionJob483Example:
                  summary: Default StartKeyPhrasesDetectionJob 483
                  x-microcks-default: true
                  value: example
        '484':
          description: ResourceInUseException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceInUseException'
              examples:
                StartKeyPhrasesDetectionJob484Example:
                  summary: Default StartKeyPhrasesDetectionJob 484
                  x-microcks-default: true
                  value: example
        '485':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                StartKeyPhrasesDetectionJob485Example:
                  summary: Default StartKeyPhrasesDetectionJob 485
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/StartKeyPhrasesDetectionJobRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.StartKeyPhrasesDetectionJob
      summary: Amazon Comprehend Start Key Phrases Detection Job
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.StartPiiEntitiesDetectionJob:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: StartPiiEntitiesDetectionJob
      description: Starts an asynchronous PII entity detection job for a collection of documents.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/StartPiiEntitiesDetectionJobResponse'
              examples:
                StartPiiEntitiesDetectionJob200Example:
                  summary: Default StartPiiEntitiesDetectionJob 200
                  x-microcks-default: true
                  value:
                    JobId: example
                    JobArn: example
                    JobStatus: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                StartPiiEntitiesDetectionJob480Example:
                  summary: Default StartPiiEntitiesDetectionJob 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                StartPiiEntitiesDetectionJob481Example:
                  summary: Default StartPiiEntitiesDetectionJob 481
                  x-microcks-default: true
                  value: example
        '482':
          description: KmsKeyValidationException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/KmsKeyValidationException'
              examples:
                StartPiiEntitiesDetectionJob482Example:
                  summary: Default StartPiiEntitiesDetectionJob 482
                  x-microcks-default: true
                  value: example
        '483':
          description: TooManyTagsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyTagsException'
              examples:
                StartPiiEntitiesDetectionJob483Example:
                  summary: Default StartPiiEntitiesDetectionJob 483
                  x-microcks-default: true
                  value: example
        '484':
          description: ResourceInUseException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceInUseException'
              examples:
                StartPiiEntitiesDetectionJob484Example:
                  summary: Default StartPiiEntitiesDetectionJob 484
                  x-microcks-default: true
                  value: example
        '485':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                StartPiiEntitiesDetectionJob485Example:
                  summary: Default StartPiiEntitiesDetectionJob 485
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/StartPiiEntitiesDetectionJobRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.StartPiiEntitiesDetectionJob
      summary: Amazon Comprehend Start Pii Entities Detection Job
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.StartSentimentDetectionJob:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: StartSentimentDetectionJob
      description: Starts an asynchronous sentiment detection job for a collection of documents. Use the operation to track the status of a job.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/StartSentimentDetectionJobResponse'
              examples:
                StartSentimentDetectionJob200Example:
                  summary: Default StartSentimentDetectionJob 200
                  x-microcks-default: true
                  value:
                    JobId: example
                    JobArn: example
                    JobStatus: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                StartSentimentDetectionJob480Example:
                  summary: Default StartSentimentDetectionJob 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                StartSentimentDetectionJob481Example:
                  summary: Default StartSentimentDetectionJob 481
                  x-microcks-default: true
                  value: example
        '482':
          description: KmsKeyValidationException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/KmsKeyValidationException'
              examples:
                StartSentimentDetectionJob482Example:
                  summary: Default StartSentimentDetectionJob 482
                  x-microcks-default: true
                  value: example
        '483':
          description: TooManyTagsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyTagsException'
              examples:
                StartSentimentDetectionJob483Example:
                  summary: Default StartSentimentDetectionJob 483
                  x-microcks-default: true
                  value: example
        '484':
          description: ResourceInUseException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceInUseException'
              examples:
                StartSentimentDetectionJob484Example:
                  summary: Default StartSentimentDetectionJob 484
                  x-microcks-default: true
                  value: example
        '485':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                StartSentimentDetectionJob485Example:
                  summary: Default StartSentimentDetectionJob 485
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/StartSentimentDetectionJobRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.StartSentimentDetectionJob
      summary: Amazon Comprehend Start Sentiment Detection Job
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.StartTargetedSentimentDetectionJob:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: StartTargetedSentimentDetectionJob
      description: Starts an asynchronous targeted sentiment detection job for a collection of documents. Use the DescribeTargetedSentimentDetectionJob operation to track the status of a job.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/StartTargetedSentimentDetectionJobResponse'
              examples:
                StartTargetedSentimentDetectionJob200Example:
                  summary: Default StartTargetedSentimentDetectionJob 200
                  x-microcks-default: true
                  value:
                    JobId: example
                    JobArn: example
                    JobStatus: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                StartTargetedSentimentDetectionJob480Example:
                  summary: Default StartTargetedSentimentDetectionJob 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                StartTargetedSentimentDetectionJob481Example:
                  summary: Default StartTargetedSentimentDetectionJob 481
                  x-microcks-default: true
                  value: example
        '482':
          description: KmsKeyValidationException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/KmsKeyValidationException'
              examples:
                StartTargetedSentimentDetectionJob482Example:
                  summary: Default StartTargetedSentimentDetectionJob 482
                  x-microcks-default: true
                  value: example
        '483':
          description: TooManyTagsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyTagsException'
              examples:
                StartTargetedSentimentDetectionJob483Example:
                  summary: Default StartTargetedSentimentDetectionJob 483
                  x-microcks-default: true
                  value: example
        '484':
          description: ResourceInUseException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceInUseException'
              examples:
                StartTargetedSentimentDetectionJob484Example:
                  summary: Default StartTargetedSentimentDetectionJob 484
                  x-microcks-default: true
                  value: example
        '485':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                StartTargetedSentimentDetectionJob485Example:
                  summary: Default StartTargetedSentimentDetectionJob 485
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/StartTargetedSentimentDetectionJobRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.StartTargetedSentimentDetectionJob
      summary: Amazon Comprehend Start Targeted Sentiment Detection Job
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.StartTopicsDetectionJob:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: StartTopicsDetectionJob
      description: Starts an asynchronous topic detection job. Use the DescribeTopicDetectionJob operation to track the status of a job.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/StartTopicsDetectionJobResponse'
              examples:
                StartTopicsDetectionJob200Example:
                  summary: Default StartTopicsDetectionJob 200
                  x-microcks-default: true
                  value:
                    JobId: example
                    JobArn: example
                    JobStatus: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                StartTopicsDetectionJob480Example:
                  summary: Default StartTopicsDetectionJob 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                StartTopicsDetectionJob481Example:
                  summary: Default StartTopicsDetectionJob 481
                  x-microcks-default: true
                  value: example
        '482':
          description: KmsKeyValidationException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/KmsKeyValidationException'
              examples:
                StartTopicsDetectionJob482Example:
                  summary: Default StartTopicsDetectionJob 482
                  x-microcks-default: true
                  value: example
        '483':
          description: TooManyTagsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyTagsException'
              examples:
                StartTopicsDetectionJob483Example:
                  summary: Default StartTopicsDetectionJob 483
                  x-microcks-default: true
                  value: example
        '484':
          description: ResourceInUseException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceInUseException'
              examples:
                StartTopicsDetectionJob484Example:
                  summary: Default StartTopicsDetectionJob 484
                  x-microcks-default: true
                  value: example
        '485':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                StartTopicsDetectionJob485Example:
                  summary: Default StartTopicsDetectionJob 485
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/StartTopicsDetectionJobRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.StartTopicsDetectionJob
      summary: Amazon Comprehend Start Topics Detection Job
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.StopDominantLanguageDetectionJob:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: StopDominantLanguageDetectionJob
      description: 'Stops a dominant language detection job in progress.


        If the job state is IN_PROGRESS the job is marked for termination and put into the STOP_REQUESTED state. If the job completes before it can be stopped, it is put into the COMPLETED state; otherwise the job is stopped and put into the STOPPED state.


        If the job is in the COMPLETED or FAILED state when you call the StopDominantLanguageDetectionJob operation, the operation returns a 400 Internal Request Exception.


        When a job is stopped, any documents already processed are written to the output location.'
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/StopDominantLanguageDetectionJobResponse'
              examples:
                StopDominantLanguageDetectionJob200Example:
                  summary: Default StopDominantLanguageDetectionJob 200
                  x-microcks-default: true
                  value:
                    JobId: example
                    JobStatus: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                StopDominantLanguageDetectionJob480Example:
                  summary: Default StopDominantLanguageDetectionJob 480
                  x-microcks-default: true
                  value: example
        '481':
          description: JobNotFoundException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/JobNotFoundException'
              examples:
                StopDominantLanguageDetectionJob481Example:
                  summary: Default StopDominantLanguageDetectionJob 481
                  x-microcks-default: true
                  value: example
        '482':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                StopDominantLanguageDetectionJob482Example:
                  summary: Default StopDominantLanguageDetectionJob 482
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/StopDominantLanguageDetectionJobRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.StopDominantLanguageDetectionJob
      summary: Amazon Comprehend Stop Dominant Language Detection Job
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.StopEntitiesDetectionJob:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: StopEntitiesDetectionJob
      description: 'Stops an entities detection job in progress.


        If the job state is IN_PROGRESS the job is marked for termination and put into the STOP_REQUESTED state. If the job completes before it can be stopped, it is put into the COMPLETED state; otherwise the job is stopped and put into the STOPPED state.


        If the job is in the COMPLETED or FAILED state when you call the StopDominantLanguageDetectionJob operation, the operation returns a 400 Internal Request Exception.


        When a job is stopped, any documents already processed are written to the output location.'
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/StopEntitiesDetectionJobResponse'
              examples:
                StopEntitiesDetectionJob200Example:
                  summary: Default StopEntitiesDetectionJob 200
                  x-microcks-default: true
                  value:
                    JobId: example
                    JobStatus: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                StopEntitiesDetectionJob480Example:
                  summary: Default StopEntitiesDetectionJob 480
                  x-microcks-default: true
                  value: example
        '481':
          description: JobNotFoundException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/JobNotFoundException'
              examples:
                StopEntitiesDetectionJob481Example:
                  summary: Default StopEntitiesDetectionJob 481
                  x-microcks-default: true
                  value: example
        '482':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                StopEntitiesDetectionJob482Example:
                  summary: Default StopEntitiesDetectionJob 482
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/StopEntitiesDetectionJobRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.StopEntitiesDetectionJob
      summary: Amazon Comprehend Stop Entities Detection Job
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.StopEventsDetectionJob:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: StopEventsDetectionJob
      description: Stops an events detection job in progress.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/StopEventsDetectionJobResponse'
              examples:
                StopEventsDetectionJob200Example:
                  summary: Default StopEventsDetectionJob 200
                  x-microcks-default: true
                  value:
                    JobId: example
                    JobStatus: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                StopEventsDetectionJob480Example:
                  summary: Default StopEventsDetectionJob 480
                  x-microcks-default: true
                  value: example
        '481':
          description: JobNotFoundException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/JobNotFoundException'
              examples:
                StopEventsDetectionJob481Example:
                  summary: Default StopEventsDetectionJob 481
                  x-microcks-default: true
                  value: example
        '482':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                StopEventsDetectionJob482Example:
                  summary: Default StopEventsDetectionJob 482
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/StopEventsDetectionJobRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.StopEventsDetectionJob
      summary: Amazon Comprehend Stop Events Detection Job
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.StopKeyPhrasesDetectionJob:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: StopKeyPhrasesDetectionJob
      description: 'Stops a key phrases detection job in progress.


        If the job state is IN_PROGRESS the job is marked for termination and put into the STOP_REQUESTED state. If the job completes before it can be stopped, it is put into the COMPLETED state; otherwise the job is stopped and put into the STOPPED state.


        If the job is in the COMPLETED or FAILED state when you call the StopDominantLanguageDetectionJob operation, the operation returns a 400 Internal Request Exception.


        When a job is stopped, any documents already processed are written to the output location.'
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/StopKeyPhrasesDetectionJobResponse'
              examples:
                StopKeyPhrasesDetectionJob200Example:
                  summary: Default StopKeyPhrasesDetectionJob 200
                  x-microcks-default: true
                  value:
                    JobId: example
                    JobStatus: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                StopKeyPhrasesDetectionJob480Example:
                  summary: Default StopKeyPhrasesDetectionJob 480
                  x-microcks-default: true
                  value: example
        '481':
          description: JobNotFoundException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/JobNotFoundException'
              examples:
                StopKeyPhrasesDetectionJob481Example:
                  summary: Default StopKeyPhrasesDetectionJob 481
                  x-microcks-default: true
                  value: example
        '482':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                StopKeyPhrasesDetectionJob482Example:
                  summary: Default StopKeyPhrasesDetectionJob 482
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/StopKeyPhrasesDetectionJobRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.StopKeyPhrasesDetectionJob
      summary: Amazon Comprehend Stop Key Phrases Detection Job
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.StopPiiEntitiesDetectionJob:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: StopPiiEntitiesDetectionJob
      description: Stops a PII entities detection job in progress.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/StopPiiEntitiesDetectionJobResponse'
              examples:
                StopPiiEntitiesDetectionJob200Example:
                  summary: Default StopPiiEntitiesDetectionJob 200
                  x-microcks-default: true
                  value:
                    JobId: example
                    JobStatus: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                StopPiiEntitiesDetectionJob480Example:
                  summary: Default StopPiiEntitiesDetectionJob 480
                  x-microcks-default: true
                  value: example
        '481':
          description: JobNotFoundException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/JobNotFoundException'
              examples:
                StopPiiEntitiesDetectionJob481Example:
                  summary: Default StopPiiEntitiesDetectionJob 481
                  x-microcks-default: true
                  value: example
        '482':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                StopPiiEntitiesDetectionJob482Example:
                  summary: Default StopPiiEntitiesDetectionJob 482
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/StopPiiEntitiesDetectionJobRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.StopPiiEntitiesDetectionJob
      summary: Amazon Comprehend Stop Pii Entities Detection Job
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.StopSentimentDetectionJob:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: StopSentimentDetectionJob
      description: 'Stops a sentiment detection job in progress.


        If the job state is IN_PROGRESS, the job is marked for termination and put into the STOP_REQUESTED state. If the job completes before it can be stopped, it is put into the COMPLETED state; otherwise the job is be stopped and put into the STOPPED state.


        If the job is in the COMPLETED or FAILED state when you call the StopDominantLanguageDetectionJob operation, the operation returns a 400 Internal Request Exception.


        When a job is stopped, any documents already processed are written to the output location.'
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/StopSentimentDetectionJobResponse'
              examples:
                StopSentimentDetectionJob200Example:
                  summary: Default StopSentimentDetectionJob 200
                  x-microcks-default: true
                  value:
                    JobId: example
                    JobStatus: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                StopSentimentDetectionJob480Example:
                  summary: Default StopSentimentDetectionJob 480
                  x-microcks-default: true
                  value: example
        '481':
          description: JobNotFoundException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/JobNotFoundException'
              examples:
                StopSentimentDetectionJob481Example:
                  summary: Default StopSentimentDetectionJob 481
                  x-microcks-default: true
                  value: example
        '482':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                StopSentimentDetectionJob482Example:
                  summary: Default StopSentimentDetectionJob 482
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/StopSentimentDetectionJobRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.StopSentimentDetectionJob
      summary: Amazon Comprehend Stop Sentiment Detection Job
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.StopTargetedSentimentDetectionJob:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: StopTargetedSentimentDetectionJob
      description: 'Stops a targeted sentiment detection job in progress.


        If the job state is IN_PROGRESS, the job is marked for termination and put into the STOP_REQUESTED state. If the job completes before it can be stopped, it is put into the COMPLETED state; otherwise the job is be stopped and put into the STOPPED state.


        If the job is in the COMPLETED or FAILED state when you call the StopDominantLanguageDetectionJob operation, the operation returns a 400 Internal Request Exception.


        When a job is stopped, any documents already processed are written to the output location.'
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/StopTargetedSentimentDetectionJobResponse'
              examples:
                StopTargetedSentimentDetectionJob200Example:
                  summary: Default StopTargetedSentimentDetectionJob 200
                  x-microcks-default: true
                  value:
                    JobId: example
                    JobStatus: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                StopTargetedSentimentDetectionJob480Example:
                  summary: Default StopTargetedSentimentDetectionJob 480
                  x-microcks-default: true
                  value: example
        '481':
          description: JobNotFoundException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/JobNotFoundException'
              examples:
                StopTargetedSentimentDetectionJob481Example:
                  summary: Default StopTargetedSentimentDetectionJob 481
                  x-microcks-default: true
                  value: example
        '482':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                StopTargetedSentimentDetectionJob482Example:
                  summary: Default StopTargetedSentimentDetectionJob 482
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/StopTargetedSentimentDetectionJobRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.StopTargetedSentimentDetectionJob
      summary: Amazon Comprehend Stop Targeted Sentiment Detection Job
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.StopTrainingDocumentClassifier:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: StopTrainingDocumentClassifier
      description: 'Stops a document classifier training job while in progress.


        If the training job state is TRAINING, the job is marked for termination and put into the STOP_REQUESTED state. If the training job completes before it can be stopped, it is put into the TRAINED; otherwise the training job is stopped and put into the STOPPED state and the service sends back an HTTP 200 response with an empty HTTP body.'
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/StopTrainingDocumentClassifierResponse'
              examples:
                StopTrainingDocumentClassifier200Example:
                  summary: Default StopTrainingDocumentClassifier 200
                  x-microcks-default: true
                  value: {}
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                StopTrainingDocumentClassifier480Example:
                  summary: Default StopTrainingDocumentClassifier 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                StopTrainingDocumentClassifier481Example:
                  summary: Default StopTrainingDocumentClassifier 481
                  x-microcks-default: true
                  value: example
        '482':
          description: ResourceNotFoundException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceNotFoundException'
              examples:
                StopTrainingDocumentClassifier482Example:
                  summary: Default StopTrainingDocumentClassifier 482
                  x-microcks-default: true
                  value: example
        '483':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                StopTrainingDocumentClassifier483Example:
                  summary: Default StopTrainingDocumentClassifier 483
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/StopTrainingDocumentClassifierRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.StopTrainingDocumentClassifier
      summary: Amazon Comprehend Stop Training Document Classifier
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.StopTrainingEntityRecognizer:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: StopTrainingEntityRecognizer
      description: 'Stops an entity recognizer training job while in progress.


        If the training job state is TRAINING, the job is marked for termination and put into the STOP_REQUESTED state. If the training job completes before it can be stopped, it is put into the TRAINED; otherwise the training job is stopped and putted into the STOPPED state and the service sends back an HTTP 200 response with an empty HTTP body.'
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/StopTrainingEntityRecognizerResponse'
              examples:
                StopTrainingEntityRecognizer200Example:
                  summary: Default StopTrainingEntityRecognizer 200
                  x-microcks-default: true
                  value: {}
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                StopTrainingEntityRecognizer480Example:
                  summary: Default StopTrainingEntityRecognizer 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                StopTrainingEntityRecognizer481Example:
                  summary: Default StopTrainingEntityRecognizer 481
                  x-microcks-default: true
                  value: example
        '482':
          description: ResourceNotFoundException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceNotFoundException'
              examples:
                StopTrainingEntityRecognizer482Example:
                  summary: Default StopTrainingEntityRecognizer 482
                  x-microcks-default: true
                  value: example
        '483':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                StopTrainingEntityRecognizer483Example:
                  summary: Default StopTrainingEntityRecognizer 483
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/StopTrainingEntityRecognizerRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.StopTrainingEntityRecognizer
      summary: Amazon Comprehend Stop Training Entity Recognizer
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.TagResource:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: TagResource
      description: Associates a specific tag with an Amazon Comprehend resource. A tag is a key-value pair that adds as a metadata to a resource used by Amazon Comprehend. For example, a tag with "Sales" as the key might be added to a resource to indicate its use by the sales department.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TagResourceResponse'
              examples:
                TagResource200Example:
                  summary: Default TagResource 200
                  x-microcks-default: true
                  value: {}
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                TagResource480Example:
                  summary: Default TagResource 480
                  x-microcks-default: true
                  value: example
        '481':
          description: ConcurrentModificationException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ConcurrentModificationException'
              examples:
                TagResource481Example:
                  summary: Default TagResource 481
                  x-microcks-default: true
                  value: example
        '482':
          description: ResourceNotFoundException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceNotFoundException'
              examples:
                TagResource482Example:
                  summary: Default TagResource 482
                  x-microcks-default: true
                  value: example
        '483':
          description: TooManyTagsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyTagsException'
              examples:
                TagResource483Example:
                  summary: Default TagResource 483
                  x-microcks-default: true
                  value: example
        '484':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                TagResource484Example:
                  summary: Default TagResource 484
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/TagResourceRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.TagResource
      summary: Amazon Comprehend Tag Resource
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.UntagResource:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: UntagResource
      description: Removes a specific tag associated with an Amazon Comprehend resource.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/UntagResourceResponse'
              examples:
                UntagResource200Example:
                  summary: Default UntagResource 200
                  x-microcks-default: true
                  value: {}
        '480':
          description: TooManyTagKeysException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyTagKeysException'
              examples:
                UntagResource480Example:
                  summary: Default UntagResource 480
                  x-microcks-default: true
                  value: example
        '481':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                UntagResource481Example:
                  summary: Default UntagResource 481
                  x-microcks-default: true
                  value: example
        '482':
          description: ConcurrentModificationException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ConcurrentModificationException'
              examples:
                UntagResource482Example:
                  summary: Default UntagResource 482
                  x-microcks-default: true
                  value: example
        '483':
          description: ResourceNotFoundException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceNotFoundException'
              examples:
                UntagResource483Example:
                  summary: Default UntagResource 483
                  x-microcks-default: true
                  value: example
        '484':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                UntagResource484Example:
                  summary: Default UntagResource 484
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/UntagResourceRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.UntagResource
      summary: Amazon Comprehend Untag Resource
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.UpdateEndpoint:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: UpdateEndpoint
      description: Updates information about the specified endpoint. For information about endpoints, see Managing endpoints.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/UpdateEndpointResponse'
              examples:
                UpdateEndpoint200Example:
                  summary: Default UpdateEndpoint 200
                  x-microcks-default: true
                  value:
                    DesiredModelArn: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                UpdateEndpoint480Example:
                  summary: Default UpdateEndpoint 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                UpdateEndpoint481Example:
                  summary: Default UpdateEndpoint 481
                  x-microcks-default: true
                  value: example
        '482':
          description: ResourceInUseException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceInUseException'
              examples:
                UpdateEndpoint482Example:
                  summary: Default UpdateEndpoint 482
                  x-microcks-default: true
                  value: example
        '483':
          description: ResourceLimitExceededException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceLimitExceededException'
              examples:
                UpdateEndpoint483Example:
                  summary: Default UpdateEndpoint 483
                  x-microcks-default: true
                  value: example
        '484':
          description: ResourceNotFoundException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceNotFoundException'
              examples:
                UpdateEndpoint484Example:
                  summary: Default UpdateEndpoint 484
                  x-microcks-default: true
                  value: example
        '485':
          description: ResourceUnavailableException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceUnavailableException'
              examples:
                UpdateEndpoint485Example:
                  summary: Default UpdateEndpoint 485
                  x-microcks-default: true
                  value: example
        '486':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                UpdateEndpoint486Example:
                  summary: Default UpdateEndpoint 486
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/UpdateEndpointRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.UpdateEndpoint
      summary: Amazon Comprehend Update Endpoint
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
  /#X-Amz-Target=Comprehend_20171127.UpdateFlywheel:
    parameters:
    - $ref: '#/components/parameters/X-Amz-Content-Sha256'
    - $ref: '#/components/parameters/X-Amz-Date'
    - $ref: '#/components/parameters/X-Amz-Algorithm'
    - $ref: '#/components/parameters/X-Amz-Credential'
    - $ref: '#/components/parameters/X-Amz-Security-Token'
    - $ref: '#/components/parameters/X-Amz-Signature'
    - $ref: '#/components/parameters/X-Amz-SignedHeaders'
    post:
      operationId: UpdateFlywheel
      description: Update the configuration information for an existing flywheel.
      responses:
        '200':
          description: Success
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/UpdateFlywheelResponse'
              examples:
                UpdateFlywheel200Example:
                  summary: Default UpdateFlywheel 200
                  x-microcks-default: true
                  value:
                    FlywheelProperties: example
        '480':
          description: InvalidRequestException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InvalidRequestException'
              examples:
                UpdateFlywheel480Example:
                  summary: Default UpdateFlywheel 480
                  x-microcks-default: true
                  value: example
        '481':
          description: TooManyRequestsException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TooManyRequestsException'
              examples:
                UpdateFlywheel481Example:
                  summary: Default UpdateFlywheel 481
                  x-microcks-default: true
                  value: example
        '482':
          description: KmsKeyValidationException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/KmsKeyValidationException'
              examples:
                UpdateFlywheel482Example:
                  summary: Default UpdateFlywheel 482
                  x-microcks-default: true
                  value: example
        '483':
          description: ResourceNotFoundException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceNotFoundException'
              examples:
                UpdateFlywheel483Example:
                  summary: Default UpdateFlywheel 483
                  x-microcks-default: true
                  value: example
        '484':
          description: InternalServerException
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InternalServerException'
              examples:
                UpdateFlywheel484Example:
                  summary: Default UpdateFlywheel 484
                  x-microcks-default: true
                  value: example
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/UpdateFlywheelRequest'
      parameters:
      - name: X-Amz-Target
        in: header
        required: true
        schema:
          type: string
          enum:
          - Comprehend_20171127.UpdateFlywheel
      summary: Amazon Comprehend Update Flywheel
      x-microcks-operation:
        delay: 0
        dispatcher: FALLBACK
      tags:
      - Amazon Comprehend
components:
  schemas:
    DeleteEndpointResponse:
      type: object
      properties: {}
    DescribeEntityRecognizerResponse:
      type: object
      properties:
        EntityRecognizerProperties:
          allOf:
          - $ref: '#/components/schemas/EntityRecognizerProperties'
          - description: Describes information associated with an entity recognizer.
    TagKey:
      type: string
      minLength: 1
      maxLength: 128
    ConcurrentModificationException: {}
    EntitiesDetectionJobPropertiesList:
      type: array
      items:
        $ref: '#/components/schemas/EntitiesDetectionJobProperties'
    DeleteEntityRecognizerRequest:
      type: object
      required:
      - EntityRecognizerArn
      title: DeleteEntityRecognizerRequest
      properties:
        EntityRecognizerArn:
          allOf:
          - $ref: '#/components/schemas/EntityRecognizerArn'
          - description: The Amazon Resource Name (ARN) that identifies the entity recognizer.
    ComprehendArn:
      type: string
      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])*((/dataset/[a-zA-Z0-9](-*[a-zA-Z0-9])*)|(/version/[a-zA-Z0-9](-*[a-zA-Z0-9])*))?
      maxLength: 256
    StopDominantLanguageDetectionJobRequest:
      type: object
      required:
      - JobId
      title: StopDominantLanguageDetectionJobRequest
      properties:
        JobId:
          allOf:
          - $ref: '#/components/schemas/JobId'
          - description: The identifier of the dominant language detection job to stop.
    FlywheelIterationFilter:
      type: object
      properties:
        CreationTimeAfter:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: Filter the flywheel iterations to include iterations created after the specified time.
        CreationTimeBefore:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: Filter the flywheel iterations to include iterations created before the specified time.
      description: Filter the flywheel iterations based on creation time.
    ListOfMentions:
      type: array
      items:
        $ref: '#/components/schemas/TargetedSentimentMention'
    EntitiesDetectionJobProperties:
      type: object
      properties:
        JobId:
          allOf:
          - $ref: '#/components/schemas/JobId'
          - description: The identifier assigned to the entities detection job.
        JobArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendArn'
          - description: <p>The Amazon Resource Name (ARN) of the entities detection job. It is a unique, fully qualified identifier for the job. It includes the Amazon Web Services account, Amazon Web Services Region, and the job ID. The format of the ARN is as follows:</p> <p> <code>arn:&lt;partition&gt;:comprehend:&lt;region&gt;:&lt;account-id&gt;:entities-detection-job/&lt;job-id&gt;</code> </p> <p>The following is an example job ARN:</p> <p> <code>arn:aws:comprehend:us-west-2:111122223333:entities-detection-job/1234abcd12ab34cd56ef1234567890ab</code> </p>
        JobName:
          allOf:
          - $ref: '#/components/schemas/JobName'
          - description: The name that you assigned the entities detection job.
        JobStatus:
          allOf:
          - $ref: '#/components/schemas/JobStatus'
          - description: The current status of the entities detection job. If the status is <code>FAILED</code>, the <code>Message</code> field shows the reason for the failure.
        Message:
          allOf:
          - $ref: '#/components/schemas/AnyLengthString'
          - description: A description of the status of a job.
        SubmitTime:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: The time that the entities detection job was submitted for processing.
        EndTime:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: The time that the entities detection job completed
        EntityRecognizerArn:
          allOf:
          - $ref: '#/components/schemas/EntityRecognizerArn'
          - description: The Amazon Resource Name (ARN) that identifies the entity recognizer.
        InputDataConfig:
          allOf:
          - $ref: '#/components/schemas/InputDataConfig'
          - description: The input data configuration that you supplied when you created the entities detection job.
        OutputDataConfig:
          allOf:
          - $ref: '#/components/schemas/OutputDataConfig'
          - description: 'The output data configuration that you supplied when you created the entities detection job. '
        LanguageCode:
          allOf:
          - $ref: '#/components/schemas/LanguageCode'
          - description: The language code of the input documents.
        DataAccessRoleArn:
          allOf:
          - $ref: '#/components/schemas/IamRoleArn'
          - description: The Amazon Resource Name (ARN) of the IAM role that grants Amazon Comprehend read access to your input data.
        VolumeKmsKeyId:
          allOf:
          - $ref: '#/components/schemas/KmsKeyId'
          - description: '<p>ID for the Amazon Web Services Key Management Service (KMS) key that Amazon Comprehend uses to encrypt data on the storage volume attached to the ML compute instance(s) that process the analysis job. The VolumeKmsKeyId can be either of the following formats:</p> <ul> <li> <p>KMS Key ID: <code>"1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> <li> <p>Amazon Resource Name (ARN) of a KMS Key: <code>"arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> </ul>'
        VpcConfig:
          allOf:
          - $ref: '#/components/schemas/VpcConfig'
          - description: ' Configuration parameters for a private Virtual Private Cloud (VPC) containing the resources you are using for your entity detection job. For more information, see <a href="https://docs.aws.amazon.com/vpc/latest/userguide/what-is-amazon-vpc.html">Amazon VPC</a>. '
        FlywheelArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendFlywheelArn'
          - description: The Amazon Resource Name (ARN) of the flywheel associated with this job.
      description: Provides information about an entities detection job.
    PutResourcePolicyResponse:
      type: object
      properties:
        PolicyRevisionId:
          allOf:
          - $ref: '#/components/schemas/PolicyRevisionId'
          - description: The revision ID of the policy. Each time you modify a policy, Amazon Comprehend assigns a new revision ID, and it deletes the prior version of the policy.
    EntityRecognizerMetadata:
      type: object
      properties:
        NumberOfTrainedDocuments:
          allOf:
          - $ref: '#/components/schemas/Integer'
          - description: ' The number of documents in the input data that were used to train the entity recognizer. Typically this is 80 to 90 percent of the input documents.'
        NumberOfTestDocuments:
          allOf:
          - $ref: '#/components/schemas/Integer'
          - description: ' The number of documents in the input data that were used to test the entity recognizer. Typically this is 10 to 20 percent of the input documents.'
        EvaluationMetrics:
          allOf:
          - $ref: '#/components/schemas/EntityRecognizerEvaluationMetrics'
          - description: Detailed information about the accuracy of an entity recognizer.
        EntityTypes:
          allOf:
          - $ref: '#/components/schemas/EntityRecognizerMetadataEntityTypesList'
          - description: Entity types from the metadata of an entity recognizer.
      description: Detailed information about an entity recognizer.
    Timestamp:
      type: string
      format: date-time
    BatchItemErrorList:
      type: array
      items:
        $ref: '#/components/schemas/BatchItemError'
    TargetedSentimentDetectionJobFilter:
      type: object
      properties:
        JobName:
          allOf:
          - $ref: '#/components/schemas/JobName'
          - description: Filters on the name of the job.
        JobStatus:
          allOf:
          - $ref: '#/components/schemas/JobStatus'
          - description: Filters the list of jobs based on job status. Returns only jobs with the specified status.
        SubmitTimeBefore:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: Filters the list of jobs based on the time that the job was submitted for processing. Returns only jobs submitted before the specified time. Jobs are returned in ascending order, oldest to newest.
        SubmitTimeAfter:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: Filters the list of jobs based on the time that the job was submitted for processing. Returns only jobs submitted after the specified time. Jobs are returned in descending order, newest to oldest.
      description: Provides information for filtering a list of dominant language detection jobs. For more information, see the <code>ListTargetedSentimentDetectionJobs</code> operation.
    Geometry:
      type: object
      properties:
        BoundingBox:
          allOf:
          - $ref: '#/components/schemas/BoundingBox'
          - description: An axis-aligned coarse representation of the location of the recognized item on the document page.
        Polygon:
          allOf:
          - $ref: '#/components/schemas/Polygon'
          - description: Within the bounding box, a fine-grained polygon around the recognized item.
      description: <p>Information about the location of items on a document page.</p> <p>For additional information, see <a href="https://docs.aws.amazon.com/textract/latest/dg/API_Geometry.html">Geometry</a> in the Amazon Textract API reference.</p>
    DominantLanguageDetectionJobPropertiesList:
      type: array
      items:
        $ref: '#/components/schemas/DominantLanguageDetectionJobProperties'
    ImportModelRequest:
      type: object
      required:
      - SourceModelArn
      title: ImportModelRequest
      properties:
        SourceModelArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendModelArn'
          - description: The Amazon Resource Name (ARN) of the custom model to import.
        ModelName:
          allOf:
          - $ref: '#/components/schemas/ComprehendArnName'
          - description: The name to assign to the custom model that is created in Amazon Comprehend by this import.
        VersionName:
          allOf:
          - $ref: '#/components/schemas/VersionName'
          - description: The version name given to the custom model that is created by this import. Version names can have a maximum of 256 characters. Alphanumeric characters, hyphens (-) and underscores (_) are allowed. The version name must be unique among all models with the same classifier name in the account/Region.
        ModelKmsKeyId:
          allOf:
          - $ref: '#/components/schemas/KmsKeyId'
          - description: '<p>ID for the KMS key that Amazon Comprehend uses to encrypt trained custom models. The ModelKmsKeyId can be either of the following formats:</p> <ul> <li> <p>KMS Key ID: <code>"1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> <li> <p>Amazon Resource Name (ARN) of a KMS Key: <code>"arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> </ul>'
        DataAccessRoleArn:
          allOf:
          - $ref: '#/components/schemas/IamRoleArn'
          - description: The Amazon Resource Name (ARN) of the IAM role that grants Amazon Comprehend permission to use Amazon Key Management Service (KMS) to encrypt or decrypt the custom model.
        Tags:
          allOf:
          - $ref: '#/components/schemas/TagList'
          - description: Tags to associate with the custom model that is created by this import. A tag is a key-value pair that adds as a metadata to a resource used by Amazon Comprehend. For example, a tag with "Sales" as the key might be added to a resource to indicate its use by the sales department.
    DocumentClassifierProperties:
      type: object
      properties:
        DocumentClassifierArn:
          allOf:
          - $ref: '#/components/schemas/DocumentClassifierArn'
          - description: The Amazon Resource Name (ARN) that identifies the document classifier.
        LanguageCode:
          allOf:
          - $ref: '#/components/schemas/LanguageCode'
          - description: The language code for the language of the documents that the classifier was trained on.
        Status:
          allOf:
          - $ref: '#/components/schemas/ModelStatus'
          - description: <p>The status of the document classifier. If the status is <code>TRAINED</code> the classifier is ready to use. If the status is <code>TRAINED_WITH_WARNINGS</code> the classifier training succeeded, but you should review the warnings returned in the <code>CreateDocumentClassifier</code> response.</p> <p> If the status is <code>FAILED</code> you can see additional information about why the classifier wasn't trained in the <code>Message</code> field.</p>
        Message:
          allOf:
          - $ref: '#/components/schemas/AnyLengthString'
          - description: Additional information about the status of the classifier.
        SubmitTime:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: The time that the document classifier was submitted for training.
        EndTime:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: The time that training the document classifier completed.
        TrainingStartTime:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: 'Indicates the time when the training starts on documentation classifiers. You are billed for the time interval between this time and the value of TrainingEndTime. '
        TrainingEndTime:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: The time that training of the document classifier was completed. Indicates the time when the training completes on documentation classifiers. You are billed for the time interval between this time and the value of TrainingStartTime.
        InputDataConfig:
          allOf:
          - $ref: '#/components/schemas/DocumentClassifierInputDataConfig'
          - description: The input data configuration that you supplied when you created the document classifier for training.
        OutputDataConfig:
          allOf:
          - $ref: '#/components/schemas/DocumentClassifierOutputDataConfig'
          - description: ' Provides output results configuration parameters for custom classifier jobs.'
        ClassifierMetadata:
          allOf:
          - $ref: '#/components/schemas/ClassifierMetadata'
          - description: Information about the document classifier, including the number of documents used for training the classifier, the number of documents used for test the classifier, and an accuracy rating.
        DataAccessRoleArn:
          allOf:
          - $ref: '#/components/schemas/IamRoleArn'
          - description: The Amazon Resource Name (ARN) of the IAM role that grants Amazon Comprehend read access to your input data.
        VolumeKmsKeyId:
          allOf:
          - $ref: '#/components/schemas/KmsKeyId'
          - description: '<p>ID for the Amazon Web Services Key Management Service (KMS) key that Amazon Comprehend uses to encrypt data on the storage volume attached to the ML compute instance(s) that process the analysis job. The VolumeKmsKeyId can be either of the following formats:</p> <ul> <li> <p>KMS Key ID: <code>"1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> <li> <p>Amazon Resource Name (ARN) of a KMS Key: <code>"arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> </ul>'
        VpcConfig:
          allOf:
          - $ref: '#/components/schemas/VpcConfig'
          - description: ' Configuration parameters for a private Virtual Private Cloud (VPC) containing the resources you are using for your custom classifier. For more information, see <a href="https://docs.aws.amazon.com/vppc/latest/userguide/what-is-amazon-vpc.html">Amazon VPC</a>. '
        Mode:
          allOf:
          - $ref: '#/components/schemas/DocumentClassifierMode'
          - description: Indicates the mode in which the specific classifier was trained. This also indicates the format of input documents and the format of the confusion matrix. Each classifier can only be trained in one mode and this cannot be changed once the classifier is trained.
        ModelKmsKeyId:
          allOf:
          - $ref: '#/components/schemas/KmsKeyId'
          - description: '<p>ID for the KMS key that Amazon Comprehend uses to encrypt trained custom models. The ModelKmsKeyId can be either of the following formats:</p> <ul> <li> <p>KMS Key ID: <code>"1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> <li> <p>Amazon Resource Name (ARN) of a KMS Key: <code>"arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> </ul>'
        VersionName:
          allOf:
          - $ref: '#/components/schemas/VersionName'
          - description: The version name that you assigned to the document classifier.
        SourceModelArn:
          allOf:
          - $ref: '#/components/schemas/DocumentClassifierArn'
          - description: The Amazon Resource Name (ARN) of the source model. This model was imported from a different Amazon Web Services account to create the document classifier model in your Amazon Web Services account.
        FlywheelArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendFlywheelArn'
          - description: The Amazon Resource Number (ARN) of the flywheel
      description: Provides information about a document classifier.
    TooManyTagKeysException: {}
    DatasetEntityRecognizerEntityList:
      type: object
      required:
      - S3Uri
      properties:
        S3Uri:
          allOf:
          - $ref: '#/components/schemas/S3Uri'
          - description: Specifies the Amazon S3 location where the entity list is located.
      description: <p>Describes the dataset entity list for an entity recognizer model.</p> <p>For more information on how the input file is formatted, see <a href="https://docs.aws.amazon.com/comprehend/latest/dg/prep-training-data-cer.html">Preparing training data</a> in the Comprehend Developer Guide. </p>
    VersionName:
      type: string
      pattern: ^[a-zA-Z0-9](-*[a-zA-Z0-9])*$
      maxLength: 63
    DatasetStatus:
      type: string
      enum:
      - CREATING
      - COMPLETED
      - FAILED
    SubnetId:
      type: string
      pattern: '[-0-9a-zA-Z]+'
      minLength: 1
      maxLength: 32
    ComprehendEndpointArn:
      type: string
      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])*
      maxLength: 256
    StopKeyPhrasesDetectionJobRequest:
      type: object
      required:
      - JobId
      title: StopKeyPhrasesDetectionJobRequest
      properties:
        JobId:
          allOf:
          - $ref: '#/components/schemas/JobId'
          - description: The identifier of the key phrases detection job to stop.
    BlockType:
      type: string
      enum:
      - LINE
      - WORD
    DescribeTopicsDetectionJobResponse:
      type: object
      properties:
        TopicsDetectionJobProperties:
          allOf:
          - $ref: '#/components/schemas/TopicsDetectionJobProperties'
          - description: The list of properties for the requested job.
    StopEntitiesDetectionJobRequest:
      type: object
      required:
      - JobId
      title: StopEntitiesDetectionJobRequest
      properties:
        JobId:
          allOf:
          - $ref: '#/components/schemas/JobId'
          - description: The identifier of the entities detection job to stop.
    Tag:
      type: object
      required:
      - Key
      properties:
        Key:
          allOf:
          - $ref: '#/components/schemas/TagKey'
          - description: 'The initial part of a key-value pair that forms a tag associated with a given resource. For instance, if you want to show which resources are used by which departments, you might use “Department” as the key portion of the pair, with multiple possible values such as “sales,” “legal,” and “administration.” '
        Value:
          allOf:
          - $ref: '#/components/schemas/TagValue'
          - description: ' The second part of a key-value pair that forms a tag associated with a given resource. For instance, if you want to show which resources are used by which departments, you might use “Department” as the initial (key) portion of the pair, with a value of “sales” to indicate the sales department. '
      description: 'A key-value pair that adds as a metadata to a resource used by Amazon Comprehend. For example, a tag with the key-value pair ‘Department’:’Sales’ might be added to a resource to indicate its use by a particular department. '
    JobStatus:
      type: string
      enum:
      - SUBMITTED
      - IN_PROGRESS
      - COMPLETED
      - FAILED
      - STOP_REQUESTED
      - STOPPED
    Subnets:
      type: array
      items:
        $ref: '#/components/schemas/SubnetId'
      minItems: 1
      maxItems: 16
    DescribeDocumentClassificationJobRequest:
      type: object
      required:
      - JobId
      title: DescribeDocumentClassificationJobRequest
      properties:
        JobId:
          allOf:
          - $ref: '#/components/schemas/JobId'
          - description: The identifier that Amazon Comprehend generated for the job. The <code>StartDocumentClassificationJob</code> operation returns this identifier in its response.
    DetectTargetedSentimentRequest:
      type: object
      required:
      - Text
      - LanguageCode
      title: DetectTargetedSentimentRequest
      properties:
        Text:
          allOf:
          - $ref: '#/components/schemas/CustomerInputString'
          - description: A UTF-8 text string. The maximum string length is 5 KB.
        LanguageCode:
          allOf:
          - $ref: '#/components/schemas/LanguageCode'
          - description: The language of the input documents. Currently, English is the only supported language.
    DescribeFlywheelIterationRequest:
      type: object
      required:
      - FlywheelArn
      - FlywheelIterationId
      title: DescribeFlywheelIterationRequest
      properties:
        FlywheelArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendFlywheelArn'
          - description: <p/>
        FlywheelIterationId:
          allOf:
          - $ref: '#/components/schemas/FlywheelIterationId'
          - description: <p/>
    StartDocumentClassificationJobRequest:
      type: object
      required:
      - InputDataConfig
      - OutputDataConfig
      - DataAccessRoleArn
      title: StartDocumentClassificationJobRequest
      properties:
        JobName:
          allOf:
          - $ref: '#/components/schemas/JobName'
          - description: The identifier of the job.
        DocumentClassifierArn:
          allOf:
          - $ref: '#/components/schemas/DocumentClassifierArn'
          - description: The Amazon Resource Name (ARN) of the document classifier to use to process the job.
        InputDataConfig:
          allOf:
          - $ref: '#/components/schemas/InputDataConfig'
          - description: Specifies the format and location of the input data for the job.
        OutputDataConfig:
          allOf:
          - $ref: '#/components/schemas/OutputDataConfig'
          - description: Specifies where to send the output files.
        DataAccessRoleArn:
          allOf:
          - $ref: '#/components/schemas/IamRoleArn'
          - description: The Amazon Resource Name (ARN) of the IAM role that grants Amazon Comprehend read access to your input data.
        ClientRequestToken:
          allOf:
          - $ref: '#/components/schemas/ClientRequestTokenString'
          - description: A unique identifier for the request. If you do not set the client request token, Amazon Comprehend generates one.
        VolumeKmsKeyId:
          allOf:
          - $ref: '#/components/schemas/KmsKeyId'
          - description: '<p>ID for the Amazon Web Services Key Management Service (KMS) key that Amazon Comprehend uses to encrypt data on the storage volume attached to the ML compute instance(s) that process the analysis job. The VolumeKmsKeyId can be either of the following formats:</p> <ul> <li> <p>KMS Key ID: <code>"1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> <li> <p>Amazon Resource Name (ARN) of a KMS Key: <code>"arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> </ul>'
        VpcConfig:
          allOf:
          - $ref: '#/components/schemas/VpcConfig'
          - description: 'Configuration parameters for an optional private Virtual Private Cloud (VPC) containing the resources you are using for your document classification job. For more information, see <a href="https://docs.aws.amazon.com/vpc/latest/userguide/what-is-amazon-vpc.html">Amazon VPC</a>. '
        Tags:
          allOf:
          - $ref: '#/components/schemas/TagList'
          - description: Tags to associate with the document classification job. A tag is a key-value pair that adds metadata to a resource used by Amazon Comprehend. For example, a tag with "Sales" as the key might be added to a resource to indicate its use by the sales department.
        FlywheelArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendFlywheelArn'
          - description: The Amazon Resource Number (ARN) of the flywheel associated with the model to use.
    ListEntitiesDetectionJobsRequest:
      type: object
      title: ListEntitiesDetectionJobsRequest
      properties:
        Filter:
          allOf:
          - $ref: '#/components/schemas/EntitiesDetectionJobFilter'
          - description: Filters the jobs that are returned. You can filter jobs on their name, status, or the date and time that they were submitted. You can only set one filter at a time.
        NextToken:
          allOf:
          - $ref: '#/components/schemas/String'
          - description: Identifies the next page of results to return.
        MaxResults:
          allOf:
          - $ref: '#/components/schemas/MaxResultsInteger'
          - description: The maximum number of results to return in each page. The default is 100.
    ResourceLimitExceededException: {}
    String:
      type: string
      minLength: 1
    PiiEntitiesDetectionJobPropertiesList:
      type: array
      items:
        $ref: '#/components/schemas/PiiEntitiesDetectionJobProperties'
    ListOfExtractedCharacters:
      type: array
      items:
        $ref: '#/components/schemas/ExtractedCharactersListItem'
    EntityRecognitionConfig:
      type: object
      required:
      - EntityTypes
      properties:
        EntityTypes:
          allOf:
          - $ref: '#/components/schemas/EntityTypesList'
          - description: Up to 25 entity types that the model is trained to recognize.
      description: Configuration required for an entity recognition model.
    StopTargetedSentimentDetectionJobResponse:
      type: object
      properties:
        JobId:
          allOf:
          - $ref: '#/components/schemas/JobId'
          - description: The identifier of the targeted sentiment detection job to stop.
        JobStatus:
          allOf:
          - $ref: '#/components/schemas/JobStatus'
          - description: Either <code>STOP_REQUESTED</code> if the job is currently running, or <code>STOPPED</code> if the job was previously stopped with the <code>StopSentimentDetectionJob</code> operation.
    DocumentMetadata:
      type: object
      properties:
        Pages:
          allOf:
          - $ref: '#/components/schemas/Integer'
          - description: Number of pages in the document.
        ExtractedCharacters:
          allOf:
          - $ref: '#/components/schemas/ListOfExtractedCharacters'
          - description: List of pages in the document, with the number of characters extracted from each page.
      description: Information about the document, discovered during text extraction.
    DescribeKeyPhrasesDetectionJobRequest:
      type: object
      required:
      - JobId
      title: DescribeKeyPhrasesDetectionJobRequest
      properties:
        JobId:
          allOf:
          - $ref: '#/components/schemas/JobId'
          - description: The identifier that Amazon Comprehend generated for the job. The <code>StartKeyPhrasesDetectionJob</code> operation returns this identifier in its response.
    DocumentReadAction:
      type: string
      enum:
      - TEXTRACT_DETECT_DOCUMENT_TEXT
      - TEXTRACT_ANALYZE_DOCUMENT
    LabelDelimiter:
      type: string
      pattern: ^[ ~!@#$%^*\-_+=|\\:;\t>?/]$
      minLength: 1
      maxLength: 1
    ListOfErrors:
      type: array
      items:
        $ref: '#/components/schemas/ErrorsListItem'
    StartSentimentDetectionJobResponse:
      type: object
      properties:
        JobId:
          allOf:
          - $ref: '#/components/schemas/JobId'
          - description: The identifier generated for the job. To get the status of a job, use this identifier with the operation.
        JobArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendArn'
          - description: <p>The Amazon Resource Name (ARN) of the sentiment detection job. It is a unique, fully qualified identifier for the job. It includes the Amazon Web Services account, Amazon Web Services Region, and the job ID. The format of the ARN is as follows:</p> <p> <code>arn:&lt;partition&gt;:comprehend:&lt;region&gt;:&lt;account-id&gt;:sentiment-detection-job/&lt;job-id&gt;</code> </p> <p>The following is an example job ARN:</p> <p> <code>arn:aws:comprehend:us-west-2:111122223333:sentiment-detection-job/1234abcd12ab34cd56ef1234567890ab</code> </p>
        JobStatus:
          allOf:
          - $ref: '#/components/schemas/JobStatus'
          - description: <p>The status of the job. </p> <ul> <li> <p>SUBMITTED - The job has been received and is queued for processing.</p> </li> <li> <p>IN_PROGRESS - Amazon Comprehend is processing the job.</p> </li> <li> <p>COMPLETED - The job was successfully completed and the output is available.</p> </li> <li> <p>FAILED - The job did not complete. To get details, use the operation.</p> </li> </ul>
    ListEventsDetectionJobsResponse:
      type: object
      properties:
        EventsDetectionJobPropertiesList:
          allOf:
          - $ref: '#/components/schemas/EventsDetectionJobPropertiesList'
          - description: A list containing the properties of each job that is returned.
        NextToken:
          allOf:
          - $ref: '#/components/schemas/String'
          - description: Identifies the next page of results to return.
    DescribeFlywheelResponse:
      type: object
      properties:
        FlywheelProperties:
          allOf:
          - $ref: '#/components/schemas/FlywheelProperties'
          - description: The flywheel properties.
    EndpointProperties:
      type: object
      properties:
        EndpointArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendEndpointArn'
          - description: The Amazon Resource Number (ARN) of the endpoint.
        Status:
          allOf:
          - $ref: '#/components/schemas/EndpointStatus'
          - description: Specifies the status of the endpoint. Because the endpoint updates and creation are asynchronous, so customers will need to wait for the endpoint to be <code>Ready</code> status before making inference requests.
        Message:
          allOf:
          - $ref: '#/components/schemas/AnyLengthString'
          - description: Specifies a reason for failure in cases of <code>Failed</code> status.
        ModelArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendModelArn'
          - description: The Amazon Resource Number (ARN) of the model to which the endpoint is attached.
        DesiredModelArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendModelArn'
          - description: ARN of the new model to use for updating an existing endpoint. This ARN is going to be different from the model ARN when the update is in progress
        DesiredInferenceUnits:
          allOf:
          - $ref: '#/components/schemas/InferenceUnitsInteger'
          - description: The desired number of inference units to be used by the model using this endpoint. Each inference unit represents of a throughput of 100 characters per second.
        CurrentInferenceUnits:
          allOf:
          - $ref: '#/components/schemas/InferenceUnitsInteger'
          - description: The number of inference units currently used by the model using this endpoint.
        CreationTime:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: The creation date and time of the endpoint.
        LastModifiedTime:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: The date and time that the endpoint was last modified.
        DataAccessRoleArn:
          allOf:
          - $ref: '#/components/schemas/IamRoleArn'
          - description: The Amazon Resource Name (ARN) of the IAM role that grants Amazon Comprehend read access to trained custom models encrypted with a customer managed key (ModelKmsKeyId).
        DesiredDataAccessRoleArn:
          allOf:
          - $ref: '#/components/schemas/IamRoleArn'
          - description: Data access role ARN to use in case the new model is encrypted with a customer KMS key.
        FlywheelArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendFlywheelArn'
          - description: The Amazon Resource Number (ARN) of the flywheel
      description: Specifies information about the specified endpoint. For information about endpoints, see <a href="https://docs.aws.amazon.com/comprehend/latest/dg/manage-endpoints.html">Managing endpoints</a>.
    PiiEntitiesDetectionJobProperties:
      type: object
      properties:
        JobId:
          allOf:
          - $ref: '#/components/schemas/JobId'
          - description: The identifier assigned to the PII entities detection job.
        JobArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendArn'
          - description: <p>The Amazon Resource Name (ARN) of the PII entities detection job. It is a unique, fully qualified identifier for the job. It includes the Amazon Web Services account, Amazon Web Services Region, and the job ID. The format of the ARN is as follows:</p> <p> <code>arn:&lt;partition&gt;:comprehend:&lt;region&gt;:&lt;account-id&gt;:pii-entities-detection-job/&lt;job-id&gt;</code> </p> <p>The following is an example job ARN:</p> <p> <code>arn:aws:comprehend:us-west-2:111122223333:pii-entities-detection-job/1234abcd12ab34cd56ef1234567890ab</code> </p>
        JobName:
          allOf:
          - $ref: '#/components/schemas/JobName'
          - description: The name that you assigned the PII entities detection job.
        JobStatus:
          allOf:
          - $ref: '#/components/schemas/JobStatus'
          - description: The current status of the PII entities detection job. If the status is <code>FAILED</code>, the <code>Message</code> field shows the reason for the failure.
        Message:
          allOf:
          - $ref: '#/components/schemas/AnyLengthString'
          - description: A description of the status of a job.
        SubmitTime:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: The time that the PII entities detection job was submitted for processing.
        EndTime:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: The time that the PII entities detection job completed.
        InputDataConfig:
          allOf:
          - $ref: '#/components/schemas/InputDataConfig'
          - description: The input properties for a PII entities detection job.
        OutputDataConfig:
          allOf:
          - $ref: '#/components/schemas/PiiOutputDataConfig'
          - description: The output data configuration that you supplied when you created the PII entities detection job.
        RedactionConfig:
          allOf:
          - $ref: '#/components/schemas/RedactionConfig'
          - description: <p>Provides configuration parameters for PII entity redaction.</p> <p>This parameter is required if you set the <code>Mode</code> parameter to <code>ONLY_REDACTION</code>. In that case, you must provide a <code>RedactionConfig</code> definition that includes the <code>PiiEntityTypes</code> parameter.</p>
        LanguageCode:
          allOf:
          - $ref: '#/components/schemas/LanguageCode'
          - description: The language code of the input documents
        DataAccessRoleArn:
          allOf:
          - $ref: '#/components/schemas/IamRoleArn'
          - description: The Amazon Resource Name (ARN) of the IAM role that grants Amazon Comprehend read access to your input data.
        Mode:
          allOf:
          - $ref: '#/components/schemas/PiiEntitiesDetectionMode'
          - description: Specifies whether the output provides the locations (offsets) of PII entities or a file in which PII entities are redacted.
      description: Provides information about a PII entities detection job.
    DocumentReadFeatureTypes:
      type: string
      enum:
      - TABLES
      - FORMS
      description: <p>Specifies the type of Amazon Textract features to apply. If you chose <code>TEXTRACT_ANALYZE_DOCUMENT</code> as the read action, you must specify one or both of the following values:</p> <ul> <li> <p> <code>TABLES</code> - Returns additional information about any tables that are detected in the input document. </p> </li> <li> <p> <code>FORMS</code> - Returns additional information about any forms that are detected in the input document. </p> </li> </ul>
    ListDocumentClassifierSummariesRequest:
      type: object
      title: ListDocumentClassifierSummariesRequest
      properties:
        NextToken:
          allOf:
          - $ref: '#/components/schemas/String'
          - description: Identifies the next page of results to return.
        MaxResults:
          allOf:
          - $ref: '#/components/schemas/MaxResultsInteger'
          - description: The maximum number of results to return on each page. The default is 100.
    ListDocumentClassificationJobsRequest:
      type: object
      title: ListDocumentClassificationJobsRequest
      properties:
        Filter:
          allOf:
          - $ref: '#/components/schemas/DocumentClassificationJobFilter'
          - description: Filters the jobs that are returned. You can filter jobs on their names, status, or the date and time that they were submitted. You can only set one filter at a time.
        NextToken:
          allOf:
          - $ref: '#/components/schemas/String'
          - description: Identifies the next page of results to return.
        MaxResults:
          allOf:
          - $ref: '#/components/schemas/MaxResultsInteger'
          - description: The maximum number of results to return in each page. The default is 100.
    DocumentType:
      type: string
      enum:
      - NATIVE_PDF
      - SCANNED_PDF
      - MS_WORD
      - IMAGE
      - PLAIN_TEXT
      - TEXTRACT_DETECT_DOCUMENT_TEXT_JSON
      - TEXTRACT_ANALYZE_DOCUMENT_JSON
    DescribeFlywheelIterationResponse:
      type: object
      properties:
        FlywheelIterationProperties:
          allOf:
          - $ref: '#/components/schemas/FlywheelIterationProperties'
          - description: The configuration properties of a flywheel iteration.
    ListOfEntities:
      type: array
      items:
        $ref: '#/components/schemas/Entity'
    EntityRecognizerMetadataEntityTypesListItem:
      type: object
      properties:
        Type:
          allOf:
          - $ref: '#/components/schemas/AnyLengthString'
          - description: 'Type of entity from the list of entity types in the metadata of an entity recognizer. '
        EvaluationMetrics:
          allOf:
          - $ref: '#/components/schemas/EntityTypesEvaluationMetrics'
          - description: 'Detailed information about the accuracy of the entity recognizer for a specific item on the list of entity types. '
        NumberOfTrainMentions:
          allOf:
          - $ref: '#/components/schemas/Integer'
          - description: 'Indicates the number of times the given entity type was seen in the training data. '
      description: Individual item from the list of entity types in the metadata of an entity recognizer.
    ListEndpointsRequest:
      type: object
      title: ListEndpointsRequest
      properties:
        Filter:
          allOf:
          - $ref: '#/components/schemas/EndpointFilter'
          - description: 'Filters the endpoints that are returned. You can filter endpoints on their name, model, status, or the date and time that they were created. You can only set one filter at a time. '
        NextToken:
          allOf:
          - $ref: '#/components/schemas/String'
          - description: Identifies the next page of results to return.
        MaxResults:
          allOf:
          - $ref: '#/components/schemas/MaxResultsInteger'
          - description: The maximum number of results to return in each page. The default is 100.
    EntitiesDetectionJobFilter:
      type: object
      properties:
        JobName:
          allOf:
          - $ref: '#/components/schemas/JobName'
          - description: Filters on the name of the job.
        JobStatus:
          allOf:
          - $ref: '#/components/schemas/JobStatus'
          - description: Filters the list of jobs based on job status. Returns only jobs with the specified status.
        SubmitTimeBefore:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: Filters the list of jobs based on the time that the job was submitted for processing. Returns only jobs submitted before the specified time. Jobs are returned in ascending order, oldest to newest.
        SubmitTimeAfter:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: Filters the list of jobs based on the time that the job was submitted for processing. Returns only jobs submitted after the specified time. Jobs are returned in descending order, newest to oldest.
      description: Provides information for filtering a list of dominant language detection jobs. For more information, see the operation.
    ListFlywheelsResponse:
      type: object
      properties:
        FlywheelSummaryList:
          allOf:
          - $ref: '#/components/schemas/FlywheelSummaryList'
          - description: 'A list of flywheel properties retrieved by the service in response to the request. '
        NextToken:
          allOf:
          - $ref: '#/components/schemas/String'
          - description: Identifies the next page of results to return.
    ListDocumentClassificationJobsResponse:
      type: object
      properties:
        DocumentClassificationJobPropertiesList:
          allOf:
          - $ref: '#/components/schemas/DocumentClassificationJobPropertiesList'
          - description: A list containing the properties of each job returned.
        NextToken:
          allOf:
          - $ref: '#/components/schemas/String'
          - description: Identifies the next page of results to return.
    StartPiiEntitiesDetectionJobRequest:
      type: object
      required:
      - InputDataConfig
      - OutputDataConfig
      - Mode
      - DataAccessRoleArn
      - LanguageCode
      title: StartPiiEntitiesDetectionJobRequest
      properties:
        InputDataConfig:
          allOf:
          - $ref: '#/components/schemas/InputDataConfig'
          - description: The input properties for a PII entities detection job.
        OutputDataConfig:
          allOf:
          - $ref: '#/components/schemas/OutputDataConfig'
          - description: Provides configuration parameters for the output of PII entity detection jobs.
        Mode:
          allOf:
          - $ref: '#/components/schemas/PiiEntitiesDetectionMode'
          - description: Specifies whether the output provides the locations (offsets) of PII entities or a file in which PII entities are redacted.
        RedactionConfig:
          allOf:
          - $ref: '#/components/schemas/RedactionConfig'
          - description: <p>Provides configuration parameters for PII entity redaction.</p> <p>This parameter is required if you set the <code>Mode</code> parameter to <code>ONLY_REDACTION</code>. In that case, you must provide a <code>RedactionConfig</code> definition that includes the <code>PiiEntityTypes</code> parameter.</p>
        DataAccessRoleArn:
          allOf:
          - $ref: '#/components/schemas/IamRoleArn'
          - description: The Amazon Resource Name (ARN) of the IAM role that grants Amazon Comprehend read access to your input data.
        JobName:
          allOf:
          - $ref: '#/components/schemas/JobName'
          - description: The identifier of the job.
        LanguageCode:
          allOf:
          - $ref: '#/components/schemas/LanguageCode'
          - description: The language of the input documents. Currently, English is the only valid language.
        ClientRequestToken:
          allOf:
          - $ref: '#/components/schemas/ClientRequestTokenString'
          - description: A unique identifier for the request. If you don't set the client request token, Amazon Comprehend generates one.
        Tags:
          allOf:
          - $ref: '#/components/schemas/TagList'
          - description: Tags to associate with the PII entities detection job. A tag is a key-value pair that adds metadata to a resource used by Amazon Comprehend. For example, a tag with "Sales" as the key might be added to a resource to indicate its use by the sales department.
    ListOfPiiEntities:
      type: array
      items:
        $ref: '#/components/schemas/PiiEntity'
    PolicyRevisionId:
      type: string
      pattern: '[0-9A-Fa-f]+'
      maxLength: 64
    EndpointFilter:
      type: object
      properties:
        ModelArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendModelArn'
          - description: The Amazon Resource Number (ARN) of the model to which the endpoint is attached.
        Status:
          allOf:
          - $ref: '#/components/schemas/EndpointStatus'
          - description: 'Specifies the status of the endpoint being returned. Possible values are: Creating, Ready, Updating, Deleting, Failed.'
        CreationTimeBefore:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: Specifies a date before which the returned endpoint or endpoints were created.
        CreationTimeAfter:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: Specifies a date after which the returned endpoint or endpoints were created.
      description: 'The filter used to determine which endpoints are returned. You can filter jobs on their name, model, status, or the date and time that they were created. You can only set one filter at a time. '
    TargetEventTypes:
      type: array
      items:
        $ref: '#/components/schemas/EventTypeString'
      minItems: 1
    CreateEntityRecognizerRequest:
      type: object
      required:
      - RecognizerName
      - DataAccessRoleArn
      - InputDataConfig
      - LanguageCode
      title: CreateEntityRecognizerRequest
      properties:
        RecognizerName:
          allOf:
          - $ref: '#/components/schemas/ComprehendArnName'
          - description: The name given to the newly created recognizer. Recognizer names can be a maximum of 256 characters. Alphanumeric characters, hyphens (-) and underscores (_) are allowed. The name must be unique in the account/Region.
        VersionName:
          allOf:
          - $ref: '#/components/schemas/VersionName'
          - description: The version name given to the newly created recognizer. Version names can be a maximum of 256 characters. Alphanumeric characters, hyphens (-) and underscores (_) are allowed. The version name must be unique among all models with the same recognizer name in the account/Region.
        DataAccessRoleArn:
          allOf:
          - $ref: '#/components/schemas/IamRoleArn'
          - description: The Amazon Resource Name (ARN) of the IAM role that grants Amazon Comprehend read access to your input data.
        Tags:
          allOf:
          - $ref: '#/components/schemas/TagList'
          - description: 'Tags to associate with the entity recognizer. A tag is a key-value pair that adds as a metadata to a resource used by Amazon Comprehend. For example, a tag with "Sales" as the key might be added to a resource to indicate its use by the sales department. '
        InputDataConfig:
          allOf:
          - $ref: '#/components/schemas/EntityRecognizerInputDataConfig'
          - description: 'Specifies the format and location of the input data. The S3 bucket containing the input data must be located in the same Region as the entity recognizer being created. '
        ClientRequestToken:
          allOf:
          - $ref: '#/components/schemas/ClientRequestTokenString'
          - description: ' A unique identifier for the request. If you don''t set the client request token, Amazon Comprehend generates one.'
        LanguageCode:
          allOf:
          - $ref: '#/components/schemas/LanguageCode'
          - description: ' You can specify any of the following languages: English ("en"), Spanish ("es"), French ("fr"), Italian ("it"), German ("de"), or Portuguese ("pt"). If you plan to use this entity recognizer with PDF, Word, or image input files, you must specify English as the language. All training documents must be in the same language.'
        VolumeKmsKeyId:
          allOf:
          - $ref: '#/components/schemas/KmsKeyId'
          - description: '<p>ID for the Amazon Web Services Key Management Service (KMS) key that Amazon Comprehend uses to encrypt data on the storage volume attached to the ML compute instance(s) that process the analysis job. The VolumeKmsKeyId can be either of the following formats:</p> <ul> <li> <p>KMS Key ID: <code>"1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> <li> <p>Amazon Resource Name (ARN) of a KMS Key: <code>"arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> </ul>'
        VpcConfig:
          allOf:
          - $ref: '#/components/schemas/VpcConfig'
          - description: 'Configuration parameters for an optional private Virtual Private Cloud (VPC) containing the resources you are using for your custom entity recognizer. For more information, see <a href="https://docs.aws.amazon.com/vpc/latest/userguide/what-is-amazon-vpc.html">Amazon VPC</a>. '
        ModelKmsKeyId:
          allOf:
          - $ref: '#/components/schemas/KmsKeyId'
          - description: '<p>ID for the KMS key that Amazon Comprehend uses to encrypt trained custom models. The ModelKmsKeyId can be either of the following formats:</p> <ul> <li> <p>KMS Key ID: <code>"1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> <li> <p>Amazon Resource Name (ARN) of a KMS Key: <code>"arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> </ul>'
        ModelPolicy:
          allOf:
          - $ref: '#/components/schemas/Policy'
          - description: '<p>The JSON resource-based policy to attach to your custom entity recognizer model. You can use this policy to allow another Amazon Web Services account to import your custom model.</p> <p>Provide your JSON as a UTF-8 encoded string without line breaks. To provide valid JSON for your policy, enclose the attribute names and values in double quotes. If the JSON body is also enclosed in double quotes, then you must escape the double quotes that are inside the policy:</p> <p> <code>"{\"attribute\": \"value\", \"attribute\": [\"value\"]}"</code> </p> <p>To avoid escaping quotes, you can use single quotes to enclose the policy and double quotes to enclose the JSON names and values:</p> <p> <code>''{"attribute": "value", "attribute": ["value"]}''</code> </p>'
    InferenceUnitsInteger:
      type: integer
      minimum: 1
    StartTargetedSentimentDetectionJobRequest:
      type: object
      required:
      - InputDataConfig
      - OutputDataConfig
      - DataAccessRoleArn
      - LanguageCode
      title: StartTargetedSentimentDetectionJobRequest
      properties:
        InputDataConfig:
          $ref: '#/components/schemas/InputDataConfig'
        OutputDataConfig:
          allOf:
          - $ref: '#/components/schemas/OutputDataConfig'
          - description: 'Specifies where to send the output files. '
        DataAccessRoleArn:
          allOf:
          - $ref: '#/components/schemas/IamRoleArn'
          - description: The Amazon Resource Name (ARN) of the IAM role that grants Amazon Comprehend read access to your input data. For more information, see <a href="https://docs.aws.amazon.com/comprehend/latest/dg/access-control-managing-permissions.html#auth-role-permissions">Role-based permissions</a>.
        JobName:
          allOf:
          - $ref: '#/components/schemas/JobName'
          - description: The identifier of the job.
        LanguageCode:
          allOf:
          - $ref: '#/components/schemas/LanguageCode'
          - description: The language of the input documents. Currently, English is the only supported language.
        ClientRequestToken:
          allOf:
          - $ref: '#/components/schemas/ClientRequestTokenString'
          - description: A unique identifier for the request. If you don't set the client request token, Amazon Comprehend generates one.
        VolumeKmsKeyId:
          allOf:
          - $ref: '#/components/schemas/KmsKeyId'
          - description: '<p>ID for the KMS key that Amazon Comprehend uses to encrypt data on the storage volume attached to the ML compute instance(s) that process the analysis job. The VolumeKmsKeyId can be either of the following formats:</p> <ul> <li> <p>KMS Key ID: <code>"1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> <li> <p>Amazon Resource Name (ARN) of a KMS Key: <code>"arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> </ul>'
        VpcConfig:
          $ref: '#/components/schemas/VpcConfig'
        Tags:
          allOf:
          - $ref: '#/components/schemas/TagList'
          - description: Tags to associate with the targeted sentiment detection job. A tag is a key-value pair that adds metadata to a resource used by Amazon Comprehend. For example, a tag with "Sales" as the key might be added to a resource to indicate its use by the sales department.
    DetectTargetedSentimentResponse:
      type: object
      properties:
        Entities:
          allOf:
          - $ref: '#/components/schemas/ListOfTargetedSentimentEntities'
          - description: Targeted sentiment analysis for each of the entities identified in the input text.
    StopEntitiesDetectionJobResponse:
      type: object
      properties:
        JobId:
          allOf:
          - $ref: '#/components/schemas/JobId'
          - description: The identifier of the entities detection job to stop.
        JobStatus:
          allOf:
          - $ref: '#/components/schemas/JobStatus'
          - description: Either <code>STOP_REQUESTED</code> if the job is currently running, or <code>STOPPED</code> if the job was previously stopped with the <code>StopEntitiesDetectionJob</code> operation.
    DocumentClassifierArn:
      type: string
      pattern: arn:aws(-[^:]+)?:comprehend:[a-zA-Z0-9-]*:[0-9]{12}:document-classifier/[a-zA-Z0-9](-*[a-zA-Z0-9])*(/version/[a-zA-Z0-9](-*[a-zA-Z0-9])*)?
      maxLength: 256
    DocumentLabel:
      type: object
      properties:
        Name:
          allOf:
          - $ref: '#/components/schemas/String'
          - description: The name of the label.
        Score:
          allOf:
          - $ref: '#/components/schemas/Float'
          - description: The confidence score that Amazon Comprehend has this label correctly attributed.
        Page:
          allOf:
          - $ref: '#/components/schemas/Integer'
          - description: 'Page number where the label occurs. This field is present in the response only if your request includes the <code>Byte</code> parameter. '
      description: Specifies one of the label or labels that categorize the document being analyzed.
    TagList:
      type: array
      items:
        $ref: '#/components/schemas/Tag'
    ListEndpointsResponse:
      type: object
      properties:
        EndpointPropertiesList:
          allOf:
          - $ref: '#/components/schemas/EndpointPropertiesList'
          - description: Displays a list of endpoint properties being retrieved by the service in response to the request.
        NextToken:
          allOf:
          - $ref: '#/components/schemas/String'
          - description: Identifies the next page of results to return.
    ListOfDominantLanguages:
      type: array
      items:
        $ref: '#/components/schemas/DominantLanguage'
    ListTargetedSentimentDetectionJobsResponse:
      type: object
      properties:
        TargetedSentimentDetectionJobPropertiesList:
          allOf:
          - $ref: '#/components/schemas/TargetedSentimentDetectionJobPropertiesList'
          - description: A list containing the properties of each job that is returned.
        NextToken:
          allOf:
          - $ref: '#/components/schemas/String'
          - description: Identifies the next page of results to return.
    StopEventsDetectionJobResponse:
      type: object
      properties:
        JobId:
          allOf:
          - $ref: '#/components/schemas/JobId'
          - description: The identifier of the events detection job to stop.
        JobStatus:
          allOf:
          - $ref: '#/components/schemas/JobStatus'
          - description: The status of the events detection job.
    BatchDetectEntitiesResponse:
      type: object
      required:
      - ResultList
      - ErrorList
      properties:
        ResultList:
          allOf:
          - $ref: '#/components/schemas/ListOfDetectEntitiesResult'
          - description: A list of objects containing the results of the operation. The results are sorted in ascending order by the <code>Index</code> field and match the order of the documents in the input list. If all of the documents contain an error, the <code>ResultList</code> is empty.
        ErrorList:
          allOf:
          - $ref: '#/components/schemas/BatchItemErrorList'
          - description: A list containing one object for each document that contained an error. The results are sorted in ascending order by the <code>Index</code> field and match the order of the documents in the input list. If there are no errors in the batch, the <code>ErrorList</code> is empty.
    SentimentScore:
      type: object
      properties:
        Positive:
          allOf:
          - $ref: '#/components/schemas/Float'
          - description: The level of confidence that Amazon Comprehend has in the accuracy of its detection of the <code>POSITIVE</code> sentiment.
        Negative:
          allOf:
          - $ref: '#/components/schemas/Float'
          - description: The level of confidence that Amazon Comprehend has in the accuracy of its detection of the <code>NEGATIVE</code> sentiment.
        Neutral:
          allOf:
          - $ref: '#/components/schemas/Float'
          - description: The level of confidence that Amazon Comprehend has in the accuracy of its detection of the <code>NEUTRAL</code> sentiment.
        Mixed:
          allOf:
          - $ref: '#/components/schemas/Float'
          - description: The level of confidence that Amazon Comprehend has in the accuracy of its detection of the <code>MIXED</code> sentiment.
      description: Describes the level of confidence that Amazon Comprehend has in the accuracy of its detection of sentiments.
    EntityRecognizerAugmentedManifestsList:
      type: array
      items:
        $ref: '#/components/schemas/AugmentedManifestsListItem'
    TopicsDetectionJobProperties:
      type: object
      properties:
        JobId:
          allOf:
          - $ref: '#/components/schemas/JobId'
          - description: The identifier assigned to the topic detection job.
        JobArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendArn'
          - description: <p>The Amazon Resource Name (ARN) of the topics detection job. It is a unique, fully qualified identifier for the job. It includes the Amazon Web Services account, Amazon Web Services Region, and the job ID. The format of the ARN is as follows:</p> <p> <code>arn:&lt;partition&gt;:comprehend:&lt;region&gt;:&lt;account-id&gt;:topics-detection-job/&lt;job-id&gt;</code> </p> <p>The following is an example job ARN:</p> <p> <code>arn:aws:comprehend:us-west-2:111122223333:topics-detection-job/1234abcd12ab34cd56ef1234567890ab</code> </p>
        JobName:
          allOf:
          - $ref: '#/components/schemas/JobName'
          - description: The name of the topic detection job.
        JobStatus:
          allOf:
          - $ref: '#/components/schemas/JobStatus'
          - description: The current status of the topic detection job. If the status is <code>Failed</code>, the reason for the failure is shown in the <code>Message</code> field.
        Message:
          allOf:
          - $ref: '#/components/schemas/AnyLengthString'
          - description: A description for the status of a job.
        SubmitTime:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: The time that the topic detection job was submitted for processing.
        EndTime:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: The time that the topic detection job was completed.
        InputDataConfig:
          allOf:
          - $ref: '#/components/schemas/InputDataConfig'
          - description: The input data configuration supplied when you created the topic detection job.
        OutputDataConfig:
          allOf:
          - $ref: '#/components/schemas/OutputDataConfig'
          - description: The output data configuration supplied when you created the topic detection job.
        NumberOfTopics:
          allOf:
          - $ref: '#/components/schemas/Integer'
          - description: 'The number of topics to detect supplied when you created the topic detection job. The default is 10. '
        DataAccessRoleArn:
          allOf:
          - $ref: '#/components/schemas/IamRoleArn'
          - description: 'The Amazon Resource Name (ARN) of the IAM role that grants Amazon Comprehend read access to your job data. '
        VolumeKmsKeyId:
          allOf:
          - $ref: '#/components/schemas/KmsKeyId'
          - description: '<p>ID for the Amazon Web Services Key Management Service (KMS) key that Amazon Comprehend uses to encrypt data on the storage volume attached to the ML compute instance(s) that process the analysis job. The VolumeKmsKeyId can be either of the following formats:</p> <ul> <li> <p>KMS Key ID: <code>"1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> <li> <p>Amazon Resource Name (ARN) of a KMS Key: <code>"arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> </ul>'
        VpcConfig:
          allOf:
          - $ref: '#/components/schemas/VpcConfig'
          - description: 'Configuration parameters for a private Virtual Private Cloud (VPC) containing the resources you are using for your topic detection job. For more information, see <a href="https://docs.aws.amazon.com/vpc/latest/userguide/what-is-amazon-vpc.html">Amazon VPC</a>. '
      description: Provides information about a topic detection job.
    BatchDetectEntitiesRequest:
      type: object
      required:
      - TextList
      - LanguageCode
      title: BatchDetectEntitiesRequest
      properties:
        TextList:
          allOf:
          - $ref: '#/components/schemas/CustomerInputStringList'
          - description: A list containing the UTF-8 encoded text of the input documents. The list can contain a maximum of 25 documents. The maximum size of each document is 5 KB.
        LanguageCode:
          allOf:
          - $ref: '#/components/schemas/LanguageCode'
          - description: The language of the input documents. You can specify any of the primary languages supported by Amazon Comprehend. All documents must be in the same language.
    AugmentedManifestsDocumentTypeFormat:
      type: string
      enum:
      - PLAIN_TEXT_DOCUMENT
      - SEMI_STRUCTURED_DOCUMENT
    ListEntityRecognizersRequest:
      type: object
      title: ListEntityRecognizersRequest
      properties:
        Filter:
          allOf:
          - $ref: '#/components/schemas/EntityRecognizerFilter'
          - description: Filters the list of entities returned. You can filter on <code>Status</code>, <code>SubmitTimeBefore</code>, or <code>SubmitTimeAfter</code>. You can only set one filter at a time.
        NextToken:
          allOf:
          - $ref: '#/components/schemas/String'
          - description: Identifies the next page of results to return.
        MaxResults:
          allOf:
          - $ref: '#/components/schemas/MaxResultsInteger'
          - description: ' The maximum number of results to return on each page. The default is 100.'
    MaskCharacter:
      type: string
      pattern: '[!@#$%&*]'
      minLength: 1
      maxLength: 1
    InputDataConfig:
      type: object
      required:
      - S3Uri
      properties:
        S3Uri:
          allOf:
          - $ref: '#/components/schemas/S3Uri'
          - description: <p>The Amazon S3 URI for the input data. The URI must be in same Region as the API endpoint that you are calling. The URI can point to a single input file or it can provide the prefix for a collection of data files. </p> <p>For example, if you use the URI <code>S3://bucketName/prefix</code>, if the prefix is a single file, Amazon Comprehend uses that file as input. If more than one file begins with the prefix, Amazon Comprehend uses all of them as input.</p>
        InputFormat:
          allOf:
          - $ref: '#/components/schemas/InputFormat'
          - description: <p>Specifies how the text in an input file should be processed:</p> <ul> <li> <p> <code>ONE_DOC_PER_FILE</code> - Each file is considered a separate document. Use this option when you are processing large documents, such as newspaper articles or scientific papers.</p> </li> <li> <p> <code>ONE_DOC_PER_LINE</code> - Each line in a file is considered a separate document. Use this option when you are processing many short documents, such as text messages.</p> </li> </ul>
        DocumentReaderConfig:
          allOf:
          - $ref: '#/components/schemas/DocumentReaderConfig'
          - description: Provides configuration parameters to override the default actions for extracting text from PDF documents and image files.
      description: The input properties for an inference job. The document reader config field applies only to non-text inputs for custom analysis.
    TargetedSentimentDetectionJobPropertiesList:
      type: array
      items:
        $ref: '#/components/schemas/TargetedSentimentDetectionJobProperties'
    PiiEntitiesDetectionJobFilter:
      type: object
      properties:
        JobName:
          allOf:
          - $ref: '#/components/schemas/JobName'
          - description: Filters on the name of the job.
        JobStatus:
          allOf:
          - $ref: '#/components/schemas/JobStatus'
          - description: Filters the list of jobs based on job status. Returns only jobs with the specified status.
        SubmitTimeBefore:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: Filters the list of jobs based on the time that the job was submitted for processing. Returns only jobs submitted before the specified time. Jobs are returned in ascending order, oldest to newest.
        SubmitTimeAfter:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: Filters the list of jobs based on the time that the job was submitted for processing. Returns only jobs submitted after the specified time. Jobs are returned in descending order, newest to oldest.
      description: Provides information for filtering a list of PII entity detection jobs.
    ContainsPiiEntitiesResponse:
      type: object
      properties:
        Labels:
          allOf:
          - $ref: '#/components/schemas/ListOfEntityLabels'
          - description: The labels used in the document being analyzed. Individual labels represent personally identifiable information (PII) entity types.
    StartTargetedSentimentDetectionJobResponse:
      type: object
      properties:
        JobId:
          allOf:
          - $ref: '#/components/schemas/JobId'
          - description: The identifier generated for the job. To get the status of a job, use this identifier with the <code>DescribeTargetedSentimentDetectionJob</code> operation.
        JobArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendArn'
          - description: <p>The Amazon Resource Name (ARN) of the targeted sentiment detection job. It is a unique, fully qualified identifier for the job. It includes the Amazon Web Services account, Amazon Web Services Region, and the job ID. The format of the ARN is as follows:</p> <p> <code>arn:&lt;partition&gt;:comprehend:&lt;region&gt;:&lt;account-id&gt;:targeted-sentiment-detection-job/&lt;job-id&gt;</code> </p> <p>The following is an example job ARN:</p> <p> <code>arn:aws:comprehend:us-west-2:111122223333:targeted-sentiment-detection-job/1234abcd12ab34cd56ef1234567890ab</code> </p>
        JobStatus:
          allOf:
          - $ref: '#/components/schemas/JobStatus'
          - description: <p>The status of the job. </p> <ul> <li> <p>SUBMITTED - The job has been received and is queued for processing.</p> </li> <li> <p>IN_PROGRESS - Amazon Comprehend is processing the job.</p> </li> <li> <p>COMPLETED - The job was successfully completed and the output is available.</p> </li> <li> <p>FAILED - The job did not complete. To get details, use the <code>DescribeTargetedSentimentDetectionJob</code> operation.</p> </li> </ul>
    StartEntitiesDetectionJobResponse:
      type: object
      properties:
        JobId:
          allOf:
          - $ref: '#/components/schemas/JobId'
          - description: The identifier generated for the job. To get the status of job, use this identifier with the operation.
        JobArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendArn'
          - description: <p>The Amazon Resource Name (ARN) of the entities detection job. It is a unique, fully qualified identifier for the job. It includes the Amazon Web Services account, Amazon Web Services Region, and the job ID. The format of the ARN is as follows:</p> <p> <code>arn:&lt;partition&gt;:comprehend:&lt;region&gt;:&lt;account-id&gt;:entities-detection-job/&lt;job-id&gt;</code> </p> <p>The following is an example job ARN:</p> <p> <code>arn:aws:comprehend:us-west-2:111122223333:entities-detection-job/1234abcd12ab34cd56ef1234567890ab</code> </p>
        JobStatus:
          allOf:
          - $ref: '#/components/schemas/JobStatus'
          - description: <p>The status of the job. </p> <ul> <li> <p>SUBMITTED - The job has been received and is queued for processing.</p> </li> <li> <p>IN_PROGRESS - Amazon Comprehend is processing the job.</p> </li> <li> <p>COMPLETED - The job was successfully completed and the output is available.</p> </li> <li> <p>FAILED - The job did not complete. To get details, use the operation.</p> </li> <li> <p>STOP_REQUESTED - Amazon Comprehend has received a stop request for the job and is processing the request.</p> </li> <li> <p>STOPPED - The job was successfully stopped without completing.</p> </li> </ul>
        EntityRecognizerArn:
          allOf:
          - $ref: '#/components/schemas/EntityRecognizerArn'
          - description: The ARN of the custom entity recognition model.
    ListOfRelationships:
      type: array
      items:
        $ref: '#/components/schemas/RelationshipsListItem'
    DetectKeyPhrasesRequest:
      type: object
      required:
      - Text
      - LanguageCode
      title: DetectKeyPhrasesRequest
      properties:
        Text:
          allOf:
          - $ref: '#/components/schemas/CustomerInputString'
          - description: A UTF-8 text string. The string must contain less than 100 KB of UTF-8 encoded characters.
        LanguageCode:
          allOf:
          - $ref: '#/components/schemas/LanguageCode'
          - description: The language of the input documents. You can specify any of the primary languages supported by Amazon Comprehend. All documents must be in the same language.
    DocumentClassificationJobFilter:
      type: object
      properties:
        JobName:
          allOf:
          - $ref: '#/components/schemas/JobName'
          - description: Filters on the name of the job.
        JobStatus:
          allOf:
          - $ref: '#/components/schemas/JobStatus'
          - description: Filters the list based on job status. Returns only jobs with the specified status.
        SubmitTimeBefore:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: Filters the list of jobs based on the time that the job was submitted for processing. Returns only jobs submitted before the specified time. Jobs are returned in ascending order, oldest to newest.
        SubmitTimeAfter:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: Filters the list of jobs based on the time that the job was submitted for processing. Returns only jobs submitted after the specified time. Jobs are returned in descending order, newest to oldest.
      description: Provides information for filtering a list of document classification jobs. For more information, see the operation. You can provide only one filter parameter in each request.
    TooManyTagsException: {}
    DescribeDominantLanguageDetectionJobRequest:
      type: object
      required:
      - JobId
      title: DescribeDominantLanguageDetectionJobRequest
      properties:
        JobId:
          allOf:
          - $ref: '#/components/schemas/JobId'
          - description: The identifier that Amazon Comprehend generated for the job. The <code>StartDominantLanguageDetectionJob</code> operation returns this identifier in its response.
    ListDatasetsRequest:
      type: object
      title: ListDatasetsRequest
      properties:
        FlywheelArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendFlywheelArn'
          - description: The Amazon Resource Number (ARN) of the flywheel.
        Filter:
          allOf:
          - $ref: '#/components/schemas/DatasetFilter'
          - description: Filters the datasets to be returned in the response.
        NextToken:
          allOf:
          - $ref: '#/components/schemas/String'
          - description: Identifies the next page of results to return.
        MaxResults:
          allOf:
          - $ref: '#/components/schemas/MaxResultsInteger'
          - description: Maximum number of results to return in a response. The default is 100.
    TaskConfig:
      type: object
      required:
      - LanguageCode
      properties:
        LanguageCode:
          allOf:
          - $ref: '#/components/schemas/LanguageCode'
          - description: Language code for the language that the model supports.
        DocumentClassificationConfig:
          allOf:
          - $ref: '#/components/schemas/DocumentClassificationConfig'
          - description: Configuration required for a classification model.
        EntityRecognitionConfig:
          allOf:
          - $ref: '#/components/schemas/EntityRecognitionConfig'
          - description: Configuration required for an entity recognition model.
      description: Configuration about the custom classifier associated with the flywheel.
    StartFlywheelIterationRequest:
      type: object
      required:
      - FlywheelArn
      title: StartFlywheelIterationRequest
      properties:
        FlywheelArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendFlywheelArn'
          - description: The ARN of the flywheel.
        ClientRequestToken:
          allOf:
          - $ref: '#/components/schemas/ClientRequestTokenString'
          - description: A unique identifier for the request. If you don't set the client request token, Amazon Comprehend generates one.
    FlywheelIterationId:
      type: string
      pattern: '[0-9]{8}T[0-9]{6}Z'
      maxLength: 63
    UpdateEndpointRequest:
      type: object
      required:
      - EndpointArn
      title: UpdateEndpointRequest
      properties:
        EndpointArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendEndpointArn'
          - description: The Amazon Resource Number (ARN) of the endpoint being updated.
        DesiredModelArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendModelArn'
          - description: The ARN of the new model to use when updating an existing endpoint.
        DesiredInferenceUnits:
          allOf:
          - $ref: '#/components/schemas/InferenceUnitsInteger'
          - description: ' The desired number of inference units to be used by the model using this endpoint. Each inference unit represents of a throughput of 100 characters per second.'
        DesiredDataAccessRoleArn:
          allOf:
          - $ref: '#/components/schemas/IamRoleArn'
          - description: Data access role ARN to use in case the new model is encrypted with a customer CMK.
        FlywheelArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendFlywheelArn'
          - description: The Amazon Resource Number (ARN) of the flywheel
    EntityRecognizerSummariesList:
      type: array
      items:
        $ref: '#/components/schemas/EntityRecognizerSummary'
    ListTagsForResourceRequest:
      type: object
      required:
      - ResourceArn
      title: ListTagsForResourceRequest
      properties:
        ResourceArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendArn'
          - description: 'The Amazon Resource Name (ARN) of the given Amazon Comprehend resource you are querying. '
    ListOfPiiEntityTypes:
      type: array
      items:
        $ref: '#/components/schemas/PiiEntityType'
    BatchDetectSentimentResponse:
      type: object
      required:
      - ResultList
      - ErrorList
      properties:
        ResultList:
          allOf:
          - $ref: '#/components/schemas/ListOfDetectSentimentResult'
          - description: A list of objects containing the results of the operation. The results are sorted in ascending order by the <code>Index</code> field and match the order of the documents in the input list. If all of the documents contain an error, the <code>ResultList</code> is empty.
        ErrorList:
          allOf:
          - $ref: '#/components/schemas/BatchItemErrorList'
          - description: A list containing one object for each document that contained an error. The results are sorted in ascending order by the <code>Index</code> field and match the order of the documents in the input list. If there are no errors in the batch, the <code>ErrorList</code> is empty.
    TopicsDetectionJobPropertiesList:
      type: array
      items:
        $ref: '#/components/schemas/TopicsDetectionJobProperties'
    DetectDominantLanguageResponse:
      type: object
      properties:
        Languages:
          allOf:
          - $ref: '#/components/schemas/ListOfDominantLanguages'
          - description: <p>Array of languages that Amazon Comprehend detected in the input text. The array is sorted in descending order of the score (the dominant language is always the first element in the array).</p> <p>For each language, the response returns the RFC 5646 language code and the level of confidence that Amazon Comprehend has in the accuracy of its inference. For more information about RFC 5646, see <a href="https://tools.ietf.org/html/rfc5646">Tags for Identifying Languages</a> on the <i>IETF Tools</i> web site.</p>
    DetectPiiEntitiesRequest:
      type: object
      required:
      - Text
      - LanguageCode
      title: DetectPiiEntitiesRequest
      properties:
        Text:
          allOf:
          - $ref: '#/components/schemas/String'
          - description: A UTF-8 text string. The maximum string size is 100 KB.
        LanguageCode:
          allOf:
          - $ref: '#/components/schemas/LanguageCode'
          - description: The language of the input documents. Currently, English is the only valid language.
    DescribeEventsDetectionJobRequest:
      type: object
      required:
      - JobId
      title: DescribeEventsDetectionJobRequest
      properties:
        JobId:
          allOf:
          - $ref: '#/components/schemas/JobId'
          - description: The identifier of the events detection job.
    BatchDetectKeyPhrasesResponse:
      type: object
      required:
      - ResultList
      - ErrorList
      properties:
        ResultList:
          allOf:
          - $ref: '#/components/schemas/ListOfDetectKeyPhrasesResult'
          - description: A list of objects containing the results of the operation. The results are sorted in ascending order by the <code>Index</code> field and match the order of the documents in the input list. If all of the documents contain an error, the <code>ResultList</code> is empty.
        ErrorList:
          allOf:
          - $ref: '#/components/schemas/BatchItemErrorList'
          - description: A list containing one object for each document that contained an error. The results are sorted in ascending order by the <code>Index</code> field and match the order of the documents in the input list. If there are no errors in the batch, the <code>ErrorList</code> is empty.
    ClientRequestTokenString:
      type: string
      pattern: ^[a-zA-Z0-9-]+$
      minLength: 1
      maxLength: 64
    ListDocumentClassifierSummariesResponse:
      type: object
      properties:
        DocumentClassifierSummariesList:
          allOf:
          - $ref: '#/components/schemas/DocumentClassifierSummariesList'
          - description: The list of summaries of document classifiers.
        NextToken:
          allOf:
          - $ref: '#/components/schemas/String'
          - description: Identifies the next page of results to return.
    FlywheelModelEvaluationMetrics:
      type: object
      properties:
        AverageF1Score:
          allOf:
          - $ref: '#/components/schemas/Double'
          - description: The average F1 score from the evaluation metrics.
        AveragePrecision:
          allOf:
          - $ref: '#/components/schemas/Double'
          - description: Average precision metric for the model.
        AverageRecall:
          allOf:
          - $ref: '#/components/schemas/Double'
          - description: Average recall metric for the model.
        AverageAccuracy:
          allOf:
          - $ref: '#/components/schemas/Double'
          - description: Average accuracy metric for the model.
      description: The evaluation metrics associated with the evaluated model.
    TopicsDetectionJobFilter:
      type: object
      properties:
        JobName:
          allOf:
          - $ref: '#/components/schemas/JobName'
          - description: <p/>
        JobStatus:
          allOf:
          - $ref: '#/components/schemas/JobStatus'
          - description: Filters the list of topic detection jobs based on job status. Returns only jobs with the specified status.
        SubmitTimeBefore:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: Filters the list of jobs based on the time that the job was submitted for processing. Only returns jobs submitted before the specified time. Jobs are returned in descending order, newest to oldest.
        SubmitTimeAfter:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: Filters the list of jobs based on the time that the job was submitted for processing. Only returns jobs submitted after the specified time. Jobs are returned in ascending order, oldest to newest.
      description: Provides information for filtering topic detection jobs. For more information, see .
    DeleteDocumentClassifierRequest:
      type: object
      required:
      - DocumentClassifierArn
      title: DeleteDocumentClassifierRequest
      properties:
        DocumentClassifierArn:
          allOf:
          - $ref: '#/components/schemas/DocumentClassifierArn'
          - description: 'The Amazon Resource Name (ARN) that identifies the document classifier. '
    TagResourceResponse:
      type: object
      properties: {}
    StartKeyPhrasesDetectionJobRequest:
      type: object
      required:
      - InputDataConfig
      - OutputDataConfig
      - DataAccessRoleArn
      - LanguageCode
      title: StartKeyPhrasesDetectionJobRequest
      properties:
        InputDataConfig:
          allOf:
          - $ref: '#/components/schemas/InputDataConfig'
          - description: Specifies the format and location of the input data for the job.
        OutputDataConfig:
          allOf:
          - $ref: '#/components/schemas/OutputDataConfig'
          - description: Specifies where to send the output files.
        DataAccessRoleArn:
          allOf:
          - $ref: '#/components/schemas/IamRoleArn'
          - description: The Amazon Resource Name (ARN) of the IAM role that grants Amazon Comprehend read access to your input data. For more information, see <a href="https://docs.aws.amazon.com/comprehend/latest/dg/security_iam_id-based-policy-examples.html#auth-role-permissions">Role-based permissions</a>.
        JobName:
          allOf:
          - $ref: '#/components/schemas/JobName'
          - description: The identifier of the job.
        LanguageCode:
          allOf:
          - $ref: '#/components/schemas/LanguageCode'
          - description: The language of the input documents. You can specify any of the primary languages supported by Amazon Comprehend. All documents must be in the same language.
        ClientRequestToken:
          allOf:
          - $ref: '#/components/schemas/ClientRequestTokenString'
          - description: A unique identifier for the request. If you don't set the client request token, Amazon Comprehend generates one.
        VolumeKmsKeyId:
          allOf:
          - $ref: '#/components/schemas/KmsKeyId'
          - description: '<p>ID for the Amazon Web Services Key Management Service (KMS) key that Amazon Comprehend uses to encrypt data on the storage volume attached to the ML compute instance(s) that process the analysis job. The VolumeKmsKeyId can be either of the following formats:</p> <ul> <li> <p>KMS Key ID: <code>"1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> <li> <p>Amazon Resource Name (ARN) of a KMS Key: <code>"arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> </ul>'
        VpcConfig:
          allOf:
          - $ref: '#/components/schemas/VpcConfig'
          - description: ' Configuration parameters for an optional private Virtual Private Cloud (VPC) containing the resources you are using for your key phrases detection job. For more information, see <a href="https://docs.aws.amazon.com/vpc/latest/userguide/what-is-amazon-vpc.html">Amazon VPC</a>. '
        Tags:
          allOf:
          - $ref: '#/components/schemas/TagList'
          - description: Tags to associate with the key phrases detection job. A tag is a key-value pair that adds metadata to a resource used by Amazon Comprehend. For example, a tag with "Sales" as the key might be added to a resource to indicate its use by the sales department.
    DescribeSentimentDetectionJobResponse:
      type: object
      properties:
        SentimentDetectionJobProperties:
          allOf:
          - $ref: '#/components/schemas/SentimentDetectionJobProperties'
          - description: An object that contains the properties associated with a sentiment detection job.
    StartDominantLanguageDetectionJobRequest:
      type: object
      required:
      - InputDataConfig
      - OutputDataConfig
      - DataAccessRoleArn
      title: StartDominantLanguageDetectionJobRequest
      properties:
        InputDataConfig:
          allOf:
          - $ref: '#/components/schemas/InputDataConfig'
          - description: Specifies the format and location of the input data for the job.
        OutputDataConfig:
          allOf:
          - $ref: '#/components/schemas/OutputDataConfig'
          - description: Specifies where to send the output files.
        DataAccessRoleArn:
          allOf:
          - $ref: '#/components/schemas/IamRoleArn'
          - description: The Amazon Resource Name (ARN) of the IAM role that grants Amazon Comprehend read access to your input data. For more information, see <a href="https://docs.aws.amazon.com/comprehend/latest/dg/security_iam_id-based-policy-examples.html#auth-role-permissions">Role-based permissions</a>.
        JobName:
          allOf:
          - $ref: '#/components/schemas/JobName'
          - description: An identifier for the job.
        ClientRequestToken:
          allOf:
          - $ref: '#/components/schemas/ClientRequestTokenString'
          - description: A unique identifier for the request. If you do not set the client request token, Amazon Comprehend generates one.
        VolumeKmsKeyId:
          allOf:
          - $ref: '#/components/schemas/KmsKeyId'
          - description: '<p>ID for the Amazon Web Services Key Management Service (KMS) key that Amazon Comprehend uses to encrypt data on the storage volume attached to the ML compute instance(s) that process the analysis job. The VolumeKmsKeyId can be either of the following formats:</p> <ul> <li> <p>KMS Key ID: <code>"1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> <li> <p>Amazon Resource Name (ARN) of a KMS Key: <code>"arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> </ul>'
        VpcConfig:
          allOf:
          - $ref: '#/components/schemas/VpcConfig'
          - description: 'Configuration parameters for an optional private Virtual Private Cloud (VPC) containing the resources you are using for your dominant language detection job. For more information, see <a href="https://docs.aws.amazon.com/vpc/latest/userguide/what-is-amazon-vpc.html">Amazon VPC</a>. '
        Tags:
          allOf:
          - $ref: '#/components/schemas/TagList'
          - description: Tags to associate with the dominant language detection job. A tag is a key-value pair that adds metadata to a resource used by Amazon Comprehend. For example, a tag with "Sales" as the key might be added to a resource to indicate its use by the sales department.
    OutputDataConfig:
      type: object
      required:
      - S3Uri
      properties:
        S3Uri:
          allOf:
          - $ref: '#/components/schemas/S3Uri'
          - description: <p>When you use the <code>OutputDataConfig</code> object with asynchronous operations, you specify the Amazon S3 location where you want to write the output data. The URI must be in the same Region as the API endpoint that you are calling. The location is used as the prefix for the actual location of the output file.</p> <p>When the topic detection job is finished, the service creates an output file in a directory specific to the job. The <code>S3Uri</code> field contains the location of the output file, called <code>output.tar.gz</code>. It is a compressed archive that contains the ouput of the operation.</p> <p> For a PII entity detection job, the output file is plain text, not a compressed archive. The output file name is the same as the input file, with <code>.out</code> appended at the end. </p>
        KmsKeyId:
          allOf:
          - $ref: '#/components/schemas/KmsKeyId'
          - description: '<p>ID for the Amazon Web Services Key Management Service (KMS) key that Amazon Comprehend uses to encrypt the output results from an analysis job. The KmsKeyId can be one of the following formats:</p> <ul> <li> <p>KMS Key ID: <code>"1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> <li> <p>Amazon Resource Name (ARN) of a KMS Key: <code>"arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> <li> <p>KMS Key Alias: <code>"alias/ExampleAlias"</code> </p> </li> <li> <p>ARN of a KMS Key Alias: <code>"arn:aws:kms:us-west-2:111122223333:alias/ExampleAlias"</code> </p> </li> </ul>'
      description: <p>Provides configuration parameters for the output of inference jobs.</p> <p/>
    MentionSentiment:
      type: object
      properties:
        Sentiment:
          allOf:
          - $ref: '#/components/schemas/SentimentType'
          - description: 'The sentiment of the mention. '
        SentimentScore:
          $ref: '#/components/schemas/SentimentScore'
      description: <p>Contains the sentiment and sentiment score for one mention of an entity.</p> <p>For more information about targeted sentiment, see <a href="https://docs.aws.amazon.com/comprehend/latest/dg/how-targeted-sentiment.html">Targeted sentiment</a>.</p>
    DetectPiiEntitiesResponse:
      type: object
      properties:
        Entities:
          allOf:
          - $ref: '#/components/schemas/ListOfPiiEntities'
          - description: A collection of PII entities identified in the input text. For each entity, the response provides the entity type, where the entity text begins and ends, and the level of confidence that Amazon Comprehend has in the detection.
    EntityRecognizerAnnotations:
      type: object
      required:
      - S3Uri
      properties:
        S3Uri:
          allOf:
          - $ref: '#/components/schemas/S3Uri'
          - description: ' Specifies the Amazon S3 location where the annotations for an entity recognizer are located. The URI must be in the same Region as the API endpoint that you are calling.'
        TestS3Uri:
          allOf:
          - $ref: '#/components/schemas/S3Uri'
          - description: ' Specifies the Amazon S3 location where the test annotations for an entity recognizer are located. The URI must be in the same Region as the API endpoint that you are calling.'
      description: Describes the annotations associated with a entity recognizer.
    AttributeNamesListItem:
      type: string
      pattern: ^[a-zA-Z0-9](-*[a-zA-Z0-9])*
      minLength: 1
      maxLength: 63
    BatchDetectEntitiesItemResult:
      type: object
      properties:
        Index:
          allOf:
          - $ref: '#/components/schemas/Integer'
          - description: The zero-based index of the document in the input list.
        Entities:
          allOf:
          - $ref: '#/components/schemas/ListOfEntities'
          - description: One or more <a>Entity</a> objects, one for each entity detected in the document.
      description: The result of calling the operation. The operation returns one object for each document that is successfully processed by the operation.
    LabelListItem:
      type: string
      pattern: ^\P{C}*$
      maxLength: 5000
    ListOfDetectTargetedSentimentResult:
      type: array
      items:
        $ref: '#/components/schemas/BatchDetectTargetedSentimentItemResult'
    ListKeyPhrasesDetectionJobsResponse:
      type: object
      properties:
        KeyPhrasesDetectionJobPropertiesList:
          allOf:
          - $ref: '#/components/schemas/KeyPhrasesDetectionJobPropertiesList'
          - description: A list containing the properties of each job that is returned.
        NextToken:
          allOf:
          - $ref: '#/components/schemas/String'
          - description: Identifies the next page of results to return.
    DatasetPropertiesList:
      type: array
      items:
        $ref: '#/components/schemas/DatasetProperties'
    EntityRecognizerDocuments:
      type: object
      required:
      - S3Uri
      properties:
        S3Uri:
          allOf:
          - $ref: '#/components/schemas/S3Uri'
          - description: ' Specifies the Amazon S3 location where the training documents for an entity recognizer are located. The URI must be in the same Region as the API endpoint that you are calling.'
        TestS3Uri:
          allOf:
          - $ref: '#/components/schemas/S3Uri'
          - description: ' Specifies the Amazon S3 location where the test documents for an entity recognizer are located. The URI must be in the same Amazon Web Services Region as the API endpoint that you are calling.'
        InputFormat:
          allOf:
          - $ref: '#/components/schemas/InputFormat'
          - description: ' Specifies how the text in an input file should be processed. This is optional, and the default is ONE_DOC_PER_LINE. ONE_DOC_PER_FILE - Each file is considered a separate document. Use this option when you are processing large documents, such as newspaper articles or scientific papers. ONE_DOC_PER_LINE - Each line in a file is considered a separate document. Use this option when you are processing many short documents, such as text messages.'
      description: Describes the training documents submitted with an entity recognizer.
    DatasetEntityRecognizerAnnotations:
      type: object
      required:
      - S3Uri
      properties:
        S3Uri:
          allOf:
          - $ref: '#/components/schemas/S3Uri'
          - description: ' Specifies the Amazon S3 location where the training documents for an entity recognizer are located. The URI must be in the same Region as the API endpoint that you are calling.'
      description: Describes the annotations associated with a entity recognizer.
    DescribeTargetedSentimentDetectionJobResponse:
      type: object
      properties:
        TargetedSentimentDetectionJobProperties:
          allOf:
          - $ref: '#/components/schemas/TargetedSentimentDetectionJobProperties'
          - description: An object that contains the properties associated with a targeted sentiment detection job.
    PiiEntityType:
      type: string
      enum:
      - 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
    DocumentClassifierEndpointArn:
      type: string
      pattern: arn:aws(-[^:]+)?:comprehend:[a-zA-Z0-9-]*:[0-9]{12}:document-classifier-endpoint/[a-zA-Z0-9](-*[a-zA-Z0-9])*
      maxLength: 256
    EntityType:
      type: string
      enum:
      - PERSON
      - LOCATION
      - ORGANIZATION
      - COMMERCIAL_ITEM
      - EVENT
      - DATE
      - QUANTITY
      - TITLE
      - OTHER
    ListEntitiesDetectionJobsResponse:
      type: object
      properties:
        EntitiesDetectionJobPropertiesList:
          allOf:
          - $ref: '#/components/schemas/EntitiesDetectionJobPropertiesList'
          - description: A list containing the properties of each job that is returned.
        NextToken:
          allOf:
          - $ref: '#/components/schemas/String'
          - description: Identifies the next page of results to return.
    DetectEntitiesRequest:
      type: object
      title: DetectEntitiesRequest
      properties:
        Text:
          allOf:
          - $ref: '#/components/schemas/CustomerInputString'
          - description: A UTF-8 text string. The maximum string size is 100 KB. If you enter text using this parameter, do not use the <code>Bytes</code> parameter.
        LanguageCode:
          allOf:
          - $ref: '#/components/schemas/LanguageCode'
          - description: <p>The language of the input documents. You can specify any of the primary languages supported by Amazon Comprehend. If your request includes the endpoint for a custom entity recognition model, Amazon Comprehend uses the language of your custom model, and it ignores any language code that you specify here.</p> <p>All input documents must be in the same language.</p>
        EndpointArn:
          allOf:
          - $ref: '#/components/schemas/EntityRecognizerEndpointArn'
          - description: <p>The Amazon Resource Name of an endpoint that is associated with a custom entity recognition model. Provide an endpoint if you want to detect entities by using your own custom model instead of the default model that is used by Amazon Comprehend.</p> <p>If you specify an endpoint, Amazon Comprehend uses the language of your custom model, and it ignores any language code that you provide in your request.</p> <p>For information about endpoints, see <a href="https://docs.aws.amazon.com/comprehend/latest/dg/manage-endpoints.html">Managing endpoints</a>.</p>
        Bytes:
          allOf:
          - $ref: '#/components/schemas/SemiStructuredDocumentBlob'
          - description: <p>This field applies only when you use a custom entity recognition model that was trained with PDF annotations. For other cases, enter your text input in the <code>Text</code> field.</p> <p> Use the <code>Bytes</code> parameter to input a text, PDF, Word or image file. Using a plain-text file in the <code>Bytes</code> parameter is equivelent to using the <code>Text</code> parameter (the <code>Entities</code> field in the response is identical).</p> <p>You can also use the <code>Bytes</code> parameter to input an Amazon Textract <code>DetectDocumentText</code> or <code>AnalyzeDocument</code> output file.</p> <p>Provide the input document as a sequence of base64-encoded bytes. If your code uses an Amazon Web Services SDK to detect entities, the SDK may encode the document file bytes for you. </p> <p>The maximum length of this field depends on the input document type. For details, see <a href="https://docs.aws.amazon.com/comprehend/latest/dg/idp-inputs-sync.html"> Inputs for real-time custom analysis</a> in the Comprehend Developer Guide. </p> <p>If you use the <code>Bytes</code> parameter, do not use the <code>Text</code> parameter.</p>
        DocumentReaderConfig:
          allOf:
          - $ref: '#/components/schemas/DocumentReaderConfig'
          - description: Provides configuration parameters to override the default actions for extracting text from PDF documents and image files.
    UpdateFlywheelResponse:
      type: object
      properties:
        FlywheelProperties:
          allOf:
          - $ref: '#/components/schemas/FlywheelProperties'
          - description: The flywheel properties.
    ExtractedCharactersListItem:
      type: object
      properties:
        Page:
          allOf:
          - $ref: '#/components/schemas/Integer'
          - description: Page number.
        Count:
          allOf:
          - $ref: '#/components/schemas/Integer'
          - description: Number of characters extracted from each page.
      description: Array of the number of characters extracted from each page.
    EntityTypeName:
      type: string
      pattern: ^(?![^\n\r\t,]*\\n|\\r|\\t)[^\n\r\t,]+$
      maxLength: 64
    Block:
      type: object
      properties:
        Id:
          allOf:
          - $ref: '#/components/schemas/String'
          - description: Unique identifier for the block.
        BlockType:
          allOf:
          - $ref: '#/components/schemas/BlockType'
          - description: <p>The block represents a line of text or one word of text.</p> <ul> <li> <p>WORD - A word that's detected on a document page. A word is one or more ISO basic Latin script characters that aren't separated by spaces.</p> </li> <li> <p>LINE - A string of tab-delimited, contiguous words that are detected on a document page</p> </li> </ul>
        Text:
          allOf:
          - $ref: '#/components/schemas/String'
          - description: The word or line of text extracted from the block.
        Page:
          allOf:
          - $ref: '#/components/schemas/Integer'
          - description: Page number where the block appears.
        Geometry:
          allOf:
          - $ref: '#/components/schemas/Geometry'
          - description: Co-ordinates of the rectangle or polygon that contains the text.
        Relationships:
          allOf:
          - $ref: '#/components/schemas/ListOfRelationships'
          - description: 'A list of child blocks of the current block. For example, a LINE object has child blocks for each WORD block that''s part of the line of text. '
      description: <p>Information about each word or line of text in the input document.</p> <p>For additional information, see <a href="https://docs.aws.amazon.com/textract/latest/dg/API_Block.html">Block</a> in the Amazon Textract API reference.</p>
    DescribeDocumentClassifierRequest:
      type: object
      required:
      - DocumentClassifierArn
      title: DescribeDocumentClassifierRequest
      properties:
        DocumentClassifierArn:
          allOf:
          - $ref: '#/components/schemas/DocumentClassifierArn'
          - description: The Amazon Resource Name (ARN) that identifies the document classifier. The <code>CreateDocumentClassifier</code> operation returns this identifier in its response.
    DescribeResourcePolicyResponse:
      type: object
      properties:
        ResourcePolicy:
          allOf:
          - $ref: '#/components/schemas/Policy'
          - description: The JSON body of the resource-based policy.
        CreationTime:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: The time at which the policy was created.
        LastModifiedTime:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: The time at which the policy was last modified.
        PolicyRevisionId:
          allOf:
          - $ref: '#/components/schemas/PolicyRevisionId'
          - description: The revision ID of the policy. Each time you modify a policy, Amazon Comprehend assigns a new revision ID, and it deletes the prior version of the policy.
    FlywheelStatus:
      type: string
      enum:
      - CREATING
      - ACTIVE
      - UPDATING
      - DELETING
      - FAILED
    DescribeEntitiesDetectionJobResponse:
      type: object
      properties:
        EntitiesDetectionJobProperties:
          allOf:
          - $ref: '#/components/schemas/EntitiesDetectionJobProperties'
          - description: An object that contains the properties associated with an entities detection job.
    ListSentimentDetectionJobsResponse:
      type: object
      properties:
        SentimentDetectionJobPropertiesList:
          allOf:
          - $ref: '#/components/schemas/SentimentDetectionJobPropertiesList'
          - description: A list containing the properties of each job that is returned.
        NextToken:
          allOf:
          - $ref: '#/components/schemas/String'
          - description: Identifies the next page of results to return.
    Policy:
      type: string
      pattern: '[\u0009\u000A\u000D\u0020-\u00FF]+'
      minLength: 1
      maxLength: 20000
    ListFlywheelIterationHistoryResponse:
      type: object
      properties:
        FlywheelIterationPropertiesList:
          allOf:
          - $ref: '#/components/schemas/FlywheelIterationPropertiesList'
          - description: List of flywheel iteration properties
        NextToken:
          allOf:
          - $ref: '#/components/schemas/String'
          - description: Next token
    DocumentClassifierAugmentedManifestsList:
      type: array
      items:
        $ref: '#/components/schemas/AugmentedManifestsListItem'
    EventsDetectionJobFilter:
      type: object
      properties:
        JobName:
          allOf:
          - $ref: '#/components/schemas/JobName'
          - description: Filters on the name of the events detection job.
        JobStatus:
          allOf:
          - $ref: '#/components/schemas/JobStatus'
          - description: Filters the list of jobs based on job status. Returns only jobs with the specified status.
        SubmitTimeBefore:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: Filters the list of jobs based on the time that the job was submitted for processing. Returns only jobs submitted before the specified time. Jobs are returned in ascending order, oldest to newest.
        SubmitTimeAfter:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: Filters the list of jobs based on the time that the job was submitted for processing. Returns only jobs submitted after the specified time. Jobs are returned in descending order, newest to oldest.
      description: Provides information for filtering a list of event detection jobs.
    StartEventsDetectionJobRequest:
      type: object
      required:
      - InputDataConfig
      - OutputDataConfig
      - DataAccessRoleArn
      - LanguageCode
      - TargetEventTypes
      title: StartEventsDetectionJobRequest
      properties:
        InputDataConfig:
          allOf:
          - $ref: '#/components/schemas/InputDataConfig'
          - description: Specifies the format and location of the input data for the job.
        OutputDataConfig:
          allOf:
          - $ref: '#/components/schemas/OutputDataConfig'
          - description: Specifies where to send the output files.
        DataAccessRoleArn:
          allOf:
          - $ref: '#/components/schemas/IamRoleArn'
          - description: The Amazon Resource Name (ARN) of the IAM role that grants Amazon Comprehend read access to your input data.
        JobName:
          allOf:
          - $ref: '#/components/schemas/JobName'
          - description: The identifier of the events detection job.
        LanguageCode:
          allOf:
          - $ref: '#/components/schemas/LanguageCode'
          - description: The language code of the input documents.
        ClientRequestToken:
          allOf:
          - $ref: '#/components/schemas/ClientRequestTokenString'
          - description: An unique identifier for the request. If you don't set the client request token, Amazon Comprehend generates one.
        TargetEventTypes:
          allOf:
          - $ref: '#/components/schemas/TargetEventTypes'
          - description: The types of events to detect in the input documents.
        Tags:
          allOf:
          - $ref: '#/components/schemas/TagList'
          - description: Tags to associate with the events detection job. A tag is a key-value pair that adds metadata to a resource used by Amazon Comprehend. For example, a tag with "Sales" as the key might be added to a resource to indicate its use by the sales department.
    CustomerInputStringList:
      type: array
      items:
        $ref: '#/components/schemas/CustomerInputString'
      minItems: 1
    DatasetEntityRecognizerDocuments:
      type: object
      required:
      - S3Uri
      properties:
        S3Uri:
          allOf:
          - $ref: '#/components/schemas/S3Uri'
          - description: ' Specifies the Amazon S3 location where the documents for the dataset are located. '
        InputFormat:
          allOf:
          - $ref: '#/components/schemas/InputFormat'
          - description: ' Specifies how the text in an input file should be processed. This is optional, and the default is ONE_DOC_PER_LINE. ONE_DOC_PER_FILE - Each file is considered a separate document. Use this option when you are processing large documents, such as newspaper articles or scientific papers. ONE_DOC_PER_LINE - Each line in a file is considered a separate document. Use this option when you are processing many short documents, such as text messages.'
      description: Describes the documents submitted with a dataset for an entity recognizer model.
    TagResourceRequest:
      type: object
      required:
      - ResourceArn
      - Tags
      title: TagResourceRequest
      properties:
        ResourceArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendArn'
          - description: 'The Amazon Resource Name (ARN) of the given Amazon Comprehend resource to which you want to associate the tags. '
        Tags:
          allOf:
          - $ref: '#/components/schemas/TagList'
          - description: 'Tags being associated with a specific Amazon Comprehend resource. There can be a maximum of 50 tags (both existing and pending) associated with a specific resource. '
    ComprehendModelArn:
      type: string
      pattern: arn:aws(-[^:]+)?:comprehend:[a-zA-Z0-9-]*:[0-9]{12}:(document-classifier|entity-recognizer)/[a-zA-Z0-9](-*[a-zA-Z0-9])*(/version/[a-zA-Z0-9](-*[a-zA-Z0-9])*)?
      maxLength: 256
    PartOfSpeechTagType:
      type: string
      enum:
      - ADJ
      - ADP
      - ADV
      - AUX
      - CONJ
      - CCONJ
      - DET
      - INTJ
      - NOUN
      - NUM
      - O
      - PART
      - PRON
      - PROPN
      - PUNCT
      - SCONJ
      - SYM
      - VERB
    DocumentClassificationJobPropertiesList:
      type: array
      items:
        $ref: '#/components/schemas/DocumentClassificationJobProperties'
    ListTagsForResourceResponse:
      type: object
      properties:
        ResourceArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendArn'
          - description: The Amazon Resource Name (ARN) of the given Amazon Comprehend resource you are querying.
        Tags:
          allOf:
          - $ref: '#/components/schemas/TagList'
          - description: 'Tags associated with the Amazon Comprehend resource being queried. A tag is a key-value pair that adds as a metadata to a resource used by Amazon Comprehend. For example, a tag with "Sales" as the key might be added to a resource to indicate its use by the sales department. '
    EntityRecognizerSummary:
      type: object
      properties:
        RecognizerName:
          allOf:
          - $ref: '#/components/schemas/ComprehendArnName'
          - description: ' The name that you assigned the entity recognizer.'
        NumberOfVersions:
          allOf:
          - $ref: '#/components/schemas/Integer'
          - description: ' The number of versions you created.'
        LatestVersionCreatedAt:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: ' The time that the latest entity recognizer version was submitted for processing.'
        LatestVersionName:
          allOf:
          - $ref: '#/components/schemas/VersionName'
          - description: ' The version name you assigned to the latest entity recognizer version.'
        LatestVersionStatus:
          allOf:
          - $ref: '#/components/schemas/ModelStatus'
          - description: ' Provides the status of the latest entity recognizer version.'
      description: ' Describes the information about an entity recognizer and its versions.'
    InvalidRequestException: {}
    StartPiiEntitiesDetectionJobResponse:
      type: object
      properties:
        JobId:
          allOf:
          - $ref: '#/components/schemas/JobId'
          - description: The identifier generated for the job.
        JobArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendArn'
          - description: <p>The Amazon Resource Name (ARN) of the PII entity detection job. It is a unique, fully qualified identifier for the job. It includes the Amazon Web Services account, Amazon Web Services Region, and the job ID. The format of the ARN is as follows:</p> <p> <code>arn:&lt;partition&gt;:comprehend:&lt;region&gt;:&lt;account-id&gt;:pii-entities-detection-job/&lt;job-id&gt;</code> </p> <p>The following is an example job ARN:</p> <p> <code>arn:aws:comprehend:us-west-2:111122223333:pii-entities-detection-job/1234abcd12ab34cd56ef1234567890ab</code> </p>
        JobStatus:
          allOf:
          - $ref: '#/components/schemas/JobStatus'
          - description: The status of the job.
    DescribePiiEntitiesDetectionJobRequest:
      type: object
      required:
      - JobId
      title: DescribePiiEntitiesDetectionJobRequest
      properties:
        JobId:
          allOf:
          - $ref: '#/components/schemas/JobId'
          - description: The identifier that Amazon Comprehend generated for the job. The operation returns this identifier in its response.
    DeleteDocumentClassifierResponse:
      type: object
      properties: {}
    VpcConfig:
      type: object
      required:
      - SecurityGroupIds
      - Subnets
      properties:
        SecurityGroupIds:
          allOf:
          - $ref: '#/components/schemas/SecurityGroupIds'
          - description: 'The ID number for a security group on an instance of your private VPC. Security groups on your VPC function serve as a virtual firewall to control inbound and outbound traffic and provides security for the resources that you’ll be accessing on the VPC. This ID number is preceded by "sg-", for instance: "sg-03b388029b0a285ea". For more information, see <a href="https://docs.aws.amazon.com/vpc/latest/userguide/VPC_SecurityGroups.html">Security Groups for your VPC</a>. '
        Subnets:
          allOf:
          - $ref: '#/components/schemas/Subnets'
          - description: 'The ID for each subnet being used in your private VPC. This subnet is a subset of the a range of IPv4 addresses used by the VPC and is specific to a given availability zone in the VPC’s Region. This ID number is preceded by "subnet-", for instance: "subnet-04ccf456919e69055". For more information, see <a href="https://docs.aws.amazon.com/vpc/latest/userguide/VPC_Subnets.html">VPCs and Subnets</a>. '
      description: ' Configuration parameters for an optional private Virtual Private Cloud (VPC) containing the resources you are using for the job. For more information, see <a href="https://docs.aws.amazon.com/vpc/latest/userguide/what-is-amazon-vpc.html">Amazon VPC</a>. '
    KmsKeyId:
      type: string
      pattern: ^\p{ASCII}+$
      maxLength: 2048
    ListOfEntityLabels:
      type: array
      items:
        $ref: '#/components/schemas/EntityLabel'
    DocumentClassifierOutputDataConfig:
      type: object
      properties:
        S3Uri:
          allOf:
          - $ref: '#/components/schemas/S3Uri'
          - description: <p>When you use the <code>OutputDataConfig</code> object while creating a custom classifier, you specify the Amazon S3 location where you want to write the confusion matrix and other output files. The URI must be in the same Region as the API endpoint that you are calling. The location is used as the prefix for the actual location of this output file.</p> <p>When the custom classifier job is finished, the service creates the output file in a directory specific to the job. The <code>S3Uri</code> field contains the location of the output file, called <code>output.tar.gz</code>. It is a compressed archive that contains the confusion matrix.</p>
        KmsKeyId:
          allOf:
          - $ref: '#/components/schemas/KmsKeyId'
          - description: '<p>ID for the Amazon Web Services Key Management Service (KMS) key that Amazon Comprehend uses to encrypt the output results from an analysis job. The KmsKeyId can be one of the following formats:</p> <ul> <li> <p>KMS Key ID: <code>"1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> <li> <p>Amazon Resource Name (ARN) of a KMS Key: <code>"arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> <li> <p>KMS Key Alias: <code>"alias/ExampleAlias"</code> </p> </li> <li> <p>ARN of a KMS Key Alias: <code>"arn:aws:kms:us-west-2:111122223333:alias/ExampleAlias"</code> </p> </li> </ul>'
        FlywheelStatsS3Prefix:
          allOf:
          - $ref: '#/components/schemas/S3Uri'
          - description: The Amazon S3 prefix for the data lake location of the flywheel statistics.
      description: Provide the location for output data from a custom classifier job. This field is mandatory if you are training a native classifier model.
    DescribeEntityRecognizerRequest:
      type: object
      required:
      - EntityRecognizerArn
      title: DescribeEntityRecognizerRequest
      properties:
        EntityRecognizerArn:
          allOf:
          - $ref: '#/components/schemas/EntityRecognizerArn'
          - description: The Amazon Resource Name (ARN) that identifies the entity recognizer.
    DescribeDocumentClassificationJobResponse:
      type: object
      properties:
        DocumentClassificationJobProperties:
          allOf:
          - $ref: '#/components/schemas/DocumentClassificationJobProperties'
          - description: An object that describes the properties associated with the document classification job.
    StopPiiEntitiesDetectionJobResponse:
      type: object
      properties:
        JobId:
          allOf:
          - $ref: '#/components/schemas/JobId'
          - description: The identifier of the PII entities detection job to stop.
        JobStatus:
          allOf:
          - $ref: '#/components/schemas/JobStatus'
          - description: The status of the PII entities detection job.
    ListFlywheelIterationHistoryRequest:
      type: object
      required:
      - FlywheelArn
      title: ListFlywheelIterationHistoryRequest
      properties:
        FlywheelArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendFlywheelArn'
          - description: The ARN of the flywheel.
        Filter:
          allOf:
          - $ref: '#/components/schemas/FlywheelIterationFilter'
          - description: Filter the flywheel iteration history based on creation time.
        NextToken:
          allOf:
          - $ref: '#/components/schemas/String'
          - description: Next token
        MaxResults:
          allOf:
          - $ref: '#/components/schemas/MaxResultsInteger'
          - description: Maximum number of iteration history results to return
    TagKeyList:
      type: array
      items:
        $ref: '#/components/schemas/TagKey'
    RelationshipsListItem:
      type: object
      properties:
        Ids:
          allOf:
          - $ref: '#/components/schemas/StringList'
          - description: Identifers of the child blocks.
        Type:
          allOf:
          - $ref: '#/components/schemas/RelationshipType'
          - description: Only supported relationship is a child relationship.
      description: List of child blocks for the current block.
    UntagResourceRequest:
      type: object
      required:
      - ResourceArn
      - TagKeys
      title: UntagResourceRequest
      properties:
        ResourceArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendArn'
          - description: ' The Amazon Resource Name (ARN) of the given Amazon Comprehend resource from which you want to remove the tags. '
        TagKeys:
          allOf:
          - $ref: '#/components/schemas/TagKeyList'
          - description: 'The initial part of a key-value pair that forms a tag being removed from a given resource. For example, a tag with "Sales" as the key might be added to a resource to indicate its use by the sales department. Keys must be unique and cannot be duplicated for a particular resource. '
    TagValue:
      type: string
      minLength: 0
      maxLength: 256
    EntityRecognizerPropertiesList:
      type: array
      items:
        $ref: '#/components/schemas/EntityRecognizerProperties'
    ListOfDetectEntitiesResult:
      type: array
      items:
        $ref: '#/components/schemas/BatchDetectEntitiesItemResult'
    FlywheelSummary:
      type: object
      properties:
        FlywheelArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendFlywheelArn'
          - description: The Amazon Resource Number (ARN) of the flywheel
        ActiveModelArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendModelArn'
          - description: ARN of the active model version for the flywheel.
        DataLakeS3Uri:
          allOf:
          - $ref: '#/components/schemas/S3Uri'
          - description: 'Amazon S3 URI of the data lake location. '
        Status:
          allOf:
          - $ref: '#/components/schemas/FlywheelStatus'
          - description: The status of the flywheel.
        ModelType:
          allOf:
          - $ref: '#/components/schemas/ModelType'
          - description: Model type of the flywheel's model.
        Message:
          allOf:
          - $ref: '#/components/schemas/AnyLengthString'
          - description: A description of the status of the flywheel.
        CreationTime:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: Creation time of the flywheel.
        LastModifiedTime:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: Last modified time for the flywheel.
        LatestFlywheelIteration:
          allOf:
          - $ref: '#/components/schemas/FlywheelIterationId'
          - description: The most recent flywheel iteration.
      description: Flywheel summary information.
    CreateEndpointResponse:
      type: object
      properties:
        EndpointArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendEndpointArn'
          - description: The Amazon Resource Number (ARN) of the endpoint being created.
        ModelArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendModelArn'
          - description: The Amazon Resource Number (ARN) of the model to which the endpoint is attached.
    CustomerInputString:
      type: string
      minLength: 1
      format: password
    DetectSentimentRequest:
      type: object
      required:
      - Text
      - LanguageCode
      title: DetectSentimentRequest
      properties:
        Text:
          allOf:
          - $ref: '#/components/schemas/CustomerInputString'
          - description: A UTF-8 text string. The maximum string size is 5 KB.
        LanguageCode:
          allOf:
          - $ref: '#/components/schemas/LanguageCode'
          - description: The language of the input documents. You can specify any of the primary languages supported by Amazon Comprehend. All documents must be in the same language.
    ComprehendArnName:
      type: string
      pattern: ^[a-zA-Z0-9](-*[a-zA-Z0-9])*$
      maxLength: 63
    StartDocumentClassificationJobResponse:
      type: object
      properties:
        JobId:
          allOf:
          - $ref: '#/components/schemas/JobId'
          - description: The identifier generated for the job. To get the status of the job, use this identifier with the <code>DescribeDocumentClassificationJob</code> operation.
        JobArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendArn'
          - description: <p>The Amazon Resource Name (ARN) of the document classification job. It is a unique, fully qualified identifier for the job. It includes the Amazon Web Services account, Amazon Web Services Region, and the job ID. The format of the ARN is as follows:</p> <p> <code>arn:&lt;partition&gt;:comprehend:&lt;region&gt;:&lt;account-id&gt;:document-classification-job/&lt;job-id&gt;</code> </p> <p>The following is an example job ARN:</p> <p> <code>arn:aws:comprehend:us-west-2:111122223333:document-classification-job/1234abcd12ab34cd56ef1234567890ab</code> </p>
        JobStatus:
          allOf:
          - $ref: '#/components/schemas/JobStatus'
          - description: <p>The status of the job:</p> <ul> <li> <p>SUBMITTED - The job has been received and queued for processing.</p> </li> <li> <p>IN_PROGRESS - Amazon Comprehend is processing the job.</p> </li> <li> <p>COMPLETED - The job was successfully completed and the output is available.</p> </li> <li> <p>FAILED - The job did not complete. For details, use the <code>DescribeDocumentClassificationJob</code> operation.</p> </li> <li> <p>STOP_REQUESTED - Amazon Comprehend has received a stop request for the job and is processing the request.</p> </li> <li> <p>STOPPED - The job was successfully stopped without completing.</p> </li> </ul>
        DocumentClassifierArn:
          allOf:
          - $ref: '#/components/schemas/DocumentClassifierArn'
          - description: The ARN of the custom classification model.
    WarningsListItem:
      type: object
      properties:
        Page:
          allOf:
          - $ref: '#/components/schemas/Integer'
          - description: Page number in the input document.
        WarnCode:
          allOf:
          - $ref: '#/components/schemas/PageBasedWarningCode'
          - description: The type of warning.
        WarnMessage:
          allOf:
          - $ref: '#/components/schemas/String'
          - description: Text message associated with the warning.
      description: <p>The system identified one of the following warnings while processing the input document:</p> <ul> <li> <p>The document to classify is plain text, but the classifier is a native model.</p> </li> <li> <p>The document to classify is semi-structured, but the classifier is a plain-text model.</p> </li> </ul>
    BatchSizeLimitExceededException: {}
    DocumentReaderConfig:
      type: object
      required:
      - DocumentReadAction
      properties:
        DocumentReadAction:
          allOf:
          - $ref: '#/components/schemas/DocumentReadAction'
          - description: <p>This field defines the Amazon Textract API operation that Amazon Comprehend uses to extract text from PDF files and image files. Enter one of the following values:</p> <ul> <li> <p> <code>TEXTRACT_DETECT_DOCUMENT_TEXT</code> - The Amazon Comprehend service uses the <code>DetectDocumentText</code> API operation. </p> </li> <li> <p> <code>TEXTRACT_ANALYZE_DOCUMENT</code> - The Amazon Comprehend service uses the <code>AnalyzeDocument</code> API operation. </p> </li> </ul>
        DocumentReadMode:
          allOf:
          - $ref: '#/components/schemas/DocumentReadMode'
          - description: <p>Determines the text extraction actions for PDF files. Enter one of the following values:</p> <ul> <li> <p> <code>SERVICE_DEFAULT</code> - use the Amazon Comprehend service defaults for PDF files.</p> </li> <li> <p> <code>FORCE_DOCUMENT_READ_ACTION</code> - Amazon Comprehend uses the Textract API specified by DocumentReadAction for all PDF files, including digital PDF files. </p> </li> </ul>
        FeatureTypes:
          allOf:
          - $ref: '#/components/schemas/ListOfDocumentReadFeatureTypes'
          - description: <p>Specifies the type of Amazon Textract features to apply. If you chose <code>TEXTRACT_ANALYZE_DOCUMENT</code> as the read action, you must specify one or both of the following values:</p> <ul> <li> <p> <code>TABLES</code> - Returns information about any tables that are detected in the input document. </p> </li> <li> <p> <code>FORMS</code> - Returns information and the data from any forms that are detected in the input document. </p> </li> </ul>
      description: '<p>Provides configuration parameters to override the default actions for extracting text from PDF documents and image files. </p> <p> By default, Amazon Comprehend performs the following actions to extract text from files, based on the input file type: </p> <ul> <li> <p> <b>Word files</b> - Amazon Comprehend parser extracts the text. </p> </li> <li> <p> <b>Digital PDF files</b> - Amazon Comprehend parser extracts the text. </p> </li> <li> <p> <b>Image files and scanned PDF files</b> - Amazon Comprehend uses the Amazon Textract <code>DetectDocumentText</code> API to extract the text. </p> </li> </ul> <p> <code>DocumentReaderConfig</code> does not apply to plain text files or Word files.</p> <p> For image files and PDF documents, you can override these default actions using the fields listed below. For more information, see <a href="https://docs.aws.amazon.com/comprehend/latest/dg/idp-set-textract-options.html"> Setting text extraction options</a> in the Comprehend Developer Guide. </p>'
    DocumentClassifierDataFormat:
      type: string
      enum:
      - COMPREHEND_CSV
      - AUGMENTED_MANIFEST
    Entity:
      type: object
      properties:
        Score:
          allOf:
          - $ref: '#/components/schemas/Float'
          - description: The level of confidence that Amazon Comprehend has in the accuracy of the detection.
        Type:
          allOf:
          - $ref: '#/components/schemas/EntityType'
          - description: <p>The entity type. For entity detection using the built-in model, this field contains one of the standard entity types listed below.</p> <p>For custom entity detection, this field contains one of the entity types that you specified when you trained your custom model.</p>
        Text:
          allOf:
          - $ref: '#/components/schemas/String'
          - description: The text of the entity.
        BeginOffset:
          allOf:
          - $ref: '#/components/schemas/Integer'
          - description: <p>The zero-based offset from the beginning of the source text to the first character in the entity.</p> <p>This field is empty for non-text input.</p>
        EndOffset:
          allOf:
          - $ref: '#/components/schemas/Integer'
          - description: <p>The zero-based offset from the beginning of the source text to the last character in the entity.</p> <p>This field is empty for non-text input.</p>
        BlockReferences:
          allOf:
          - $ref: '#/components/schemas/ListOfBlockReferences'
          - description: A reference to each block for this entity. This field is empty for plain-text input.
      description: <p>Provides information about an entity. </p> <p> </p>
    StringList:
      type: array
      items:
        $ref: '#/components/schemas/String'
    ListOfChildBlocks:
      type: array
      items:
        $ref: '#/components/schemas/ChildBlock'
    StartSentimentDetectionJobRequest:
      type: object
      required:
      - InputDataConfig
      - OutputDataConfig
      - DataAccessRoleArn
      - LanguageCode
      title: StartSentimentDetectionJobRequest
      properties:
        InputDataConfig:
          allOf:
          - $ref: '#/components/schemas/InputDataConfig'
          - description: Specifies the format and location of the input data for the job.
        OutputDataConfig:
          allOf:
          - $ref: '#/components/schemas/OutputDataConfig'
          - description: 'Specifies where to send the output files. '
        DataAccessRoleArn:
          allOf:
          - $ref: '#/components/schemas/IamRoleArn'
          - description: The Amazon Resource Name (ARN) of the IAM role that grants Amazon Comprehend read access to your input data. For more information, see <a href="https://docs.aws.amazon.com/comprehend/latest/dg/security_iam_id-based-policy-examples.html#auth-role-permissions">Role-based permissions</a>.
        JobName:
          allOf:
          - $ref: '#/components/schemas/JobName'
          - description: The identifier of the job.
        LanguageCode:
          allOf:
          - $ref: '#/components/schemas/LanguageCode'
          - description: The language of the input documents. You can specify any of the primary languages supported by Amazon Comprehend. All documents must be in the same language.
        ClientRequestToken:
          allOf:
          - $ref: '#/components/schemas/ClientRequestTokenString'
          - description: A unique identifier for the request. If you don't set the client request token, Amazon Comprehend generates one.
        VolumeKmsKeyId:
          allOf:
          - $ref: '#/components/schemas/KmsKeyId'
          - description: '<p>ID for the Amazon Web Services Key Management Service (KMS) key that Amazon Comprehend uses to encrypt data on the storage volume attached to the ML compute instance(s) that process the analysis job. The VolumeKmsKeyId can be either of the following formats:</p> <ul> <li> <p>KMS Key ID: <code>"1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> <li> <p>Amazon Resource Name (ARN) of a KMS Key: <code>"arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> </ul>'
        VpcConfig:
          allOf:
          - $ref: '#/components/schemas/VpcConfig'
          - description: 'Configuration parameters for an optional private Virtual Private Cloud (VPC) containing the resources you are using for your sentiment detection job. For more information, see <a href="https://docs.aws.amazon.com/vpc/latest/userguide/what-is-amazon-vpc.html">Amazon VPC</a>. '
        Tags:
          allOf:
          - $ref: '#/components/schemas/TagList'
          - description: Tags to associate with the sentiment detection job. A tag is a key-value pair that adds metadata to a resource used by Amazon Comprehend. For example, a tag with "Sales" as the key might be added to a resource to indicate its use by the sales department.
    BatchDetectSentimentItemResult:
      type: object
      properties:
        Index:
          allOf:
          - $ref: '#/components/schemas/Integer'
          - description: The zero-based index of the document in the input list.
        Sentiment:
          allOf:
          - $ref: '#/components/schemas/SentimentType'
          - description: The sentiment detected in the document.
        SentimentScore:
          allOf:
          - $ref: '#/components/schemas/SentimentScore'
          - description: The level of confidence that Amazon Comprehend has in the accuracy of its sentiment detection.
      description: The result of calling the operation. The operation returns one object for each document that is successfully processed by the operation.
    PiiEntitiesDetectionMode:
      type: string
      enum:
      - ONLY_REDACTION
      - ONLY_OFFSETS
    ContainsPiiEntitiesRequest:
      type: object
      required:
      - Text
      - LanguageCode
      title: ContainsPiiEntitiesRequest
      properties:
        Text:
          allOf:
          - $ref: '#/components/schemas/String'
          - description: A UTF-8 text string. The maximum string size is 100 KB.
        LanguageCode:
          allOf:
          - $ref: '#/components/schemas/LanguageCode'
          - description: The language of the input documents. Currently, English is the only valid language.
    PageBasedWarningCode:
      type: string
      enum:
      - INFERENCING_PLAINTEXT_WITH_NATIVE_TRAINED_MODEL
      - INFERENCING_NATIVE_DOCUMENT_WITH_PLAINTEXT_TRAINED_MODEL
    Polygon:
      type: array
      items:
        $ref: '#/components/schemas/Point'
    ImportModelResponse:
      type: object
      properties:
        ModelArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendModelArn'
          - description: The Amazon Resource Name (ARN) of the custom model being imported.
    DescribeResourcePolicyRequest:
      type: object
      required:
      - ResourceArn
      title: DescribeResourcePolicyRequest
      properties:
        ResourceArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendModelArn'
          - description: The Amazon Resource Name (ARN) of the custom model version that has the resource policy.
    BatchDetectSentimentRequest:
      type: object
      required:
      - TextList
      - LanguageCode
      title: BatchDetectSentimentRequest
      properties:
        TextList:
          allOf:
          - $ref: '#/components/schemas/CustomerInputStringList'
          - description: 'A list containing the UTF-8 encoded text of the input documents. The list can contain a maximum of 25 documents. The maximum size of each document is 5 KB. '
        LanguageCode:
          allOf:
          - $ref: '#/components/schemas/LanguageCode'
          - description: The language of the input documents. You can specify any of the primary languages supported by Amazon Comprehend. All documents must be in the same language.
    PiiEntitiesDetectionMaskMode:
      type: string
      enum:
      - MASK
      - REPLACE_WITH_PII_ENTITY_TYPE
    ListOfSyntaxTokens:
      type: array
      items:
        $ref: '#/components/schemas/SyntaxToken'
    DocumentClassifierDocumentTypeFormat:
      type: string
      enum:
      - PLAIN_TEXT_DOCUMENT
      - SEMI_STRUCTURED_DOCUMENT
    EndpointStatus:
      type: string
      enum:
      - CREATING
      - DELETING
      - FAILED
      - IN_SERVICE
      - UPDATING
    DescribeKeyPhrasesDetectionJobResponse:
      type: object
      properties:
        KeyPhrasesDetectionJobProperties:
          allOf:
          - $ref: '#/components/schemas/KeyPhrasesDetectionJobProperties'
          - description: 'An object that contains the properties associated with a key phrases detection job. '
    DeleteResourcePolicyResponse:
      type: object
      properties: {}
    KeyPhrase:
      type: object
      properties:
        Score:
          allOf:
          - $ref: '#/components/schemas/Float'
          - description: The level of confidence that Amazon Comprehend has in the accuracy of the detection.
        Text:
          allOf:
          - $ref: '#/components/schemas/String'
          - description: The text of a key noun phrase.
        BeginOffset:
          allOf:
          - $ref: '#/components/schemas/Integer'
          - description: The zero-based offset from the beginning of the source text to the first character in the key phrase.
        EndOffset:
          allOf:
          - $ref: '#/components/schemas/Integer'
          - description: The zero-based offset from the beginning of the source text to the last character in the key phrase.
      description: Describes a key noun phrase.
    ListOfDetectSentimentResult:
      type: array
      items:
        $ref: '#/components/schemas/BatchDetectSentimentItemResult'
    ListOfDetectKeyPhrasesResult:
      type: array
      items:
        $ref: '#/components/schemas/BatchDetectKeyPhrasesItemResult'
    FlywheelS3Uri:
      type: string
      pattern: s3://[a-z0-9][\.\-a-z0-9]{1,61}[a-z0-9](/.*)?
      maxLength: 512
    DocumentClassificationJobProperties:
      type: object
      properties:
        JobId:
          allOf:
          - $ref: '#/components/schemas/JobId'
          - description: The identifier assigned to the document classification job.
        JobArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendArn'
          - description: <p>The Amazon Resource Name (ARN) of the document classification job. It is a unique, fully qualified identifier for the job. It includes the Amazon Web Services account, Amazon Web Services Region, and the job ID. The format of the ARN is as follows:</p> <p> <code>arn:&lt;partition&gt;:comprehend:&lt;region&gt;:&lt;account-id&gt;:document-classification-job/&lt;job-id&gt;</code> </p> <p>The following is an example job ARN:</p> <p> <code>arn:aws:comprehend:us-west-2:111122223333:document-classification-job/1234abcd12ab34cd56ef1234567890ab</code> </p>
        JobName:
          allOf:
          - $ref: '#/components/schemas/JobName'
          - description: The name that you assigned to the document classification job.
        JobStatus:
          allOf:
          - $ref: '#/components/schemas/JobStatus'
          - description: The current status of the document classification job. If the status is <code>FAILED</code>, the <code>Message</code> field shows the reason for the failure.
        Message:
          allOf:
          - $ref: '#/components/schemas/AnyLengthString'
          - description: A description of the status of the job.
        SubmitTime:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: The time that the document classification job was submitted for processing.
        EndTime:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: The time that the document classification job completed.
        DocumentClassifierArn:
          allOf:
          - $ref: '#/components/schemas/DocumentClassifierArn'
          - description: 'The Amazon Resource Name (ARN) that identifies the document classifier. '
        InputDataConfig:
          allOf:
          - $ref: '#/components/schemas/InputDataConfig'
          - description: The input data configuration that you supplied when you created the document classification job.
        OutputDataConfig:
          allOf:
          - $ref: '#/components/schemas/OutputDataConfig'
          - description: The output data configuration that you supplied when you created the document classification job.
        DataAccessRoleArn:
          allOf:
          - $ref: '#/components/schemas/IamRoleArn'
          - description: The Amazon Resource Name (ARN) of the IAM role that grants Amazon Comprehend read access to your input data.
        VolumeKmsKeyId:
          allOf:
          - $ref: '#/components/schemas/KmsKeyId'
          - description: '<p>ID for the Amazon Web Services Key Management Service (KMS) key that Amazon Comprehend uses to encrypt data on the storage volume attached to the ML compute instance(s) that process the analysis job. The VolumeKmsKeyId can be either of the following formats:</p> <ul> <li> <p>KMS Key ID: <code>"1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> <li> <p>Amazon Resource Name (ARN) of a KMS Key: <code>"arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> </ul>'
        VpcConfig:
          allOf:
          - $ref: '#/components/schemas/VpcConfig'
          - description: ' Configuration parameters for a private Virtual Private Cloud (VPC) containing the resources you are using for your document classification job. For more information, see <a href="https://docs.aws.amazon.com/vppc/latest/userguide/what-is-amazon-vpc.html">Amazon VPC</a>. '
        FlywheelArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendFlywheelArn'
          - description: The Amazon Resource Number (ARN) of the flywheel
      description: Provides information about a document classification job.
    StartEventsDetectionJobResponse:
      type: object
      properties:
        JobId:
          allOf:
          - $ref: '#/components/schemas/JobId'
          - description: An unique identifier for the request. If you don't set the client request token, Amazon Comprehend generates one.
        JobArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendArn'
          - description: <p>The Amazon Resource Name (ARN) of the events detection job. It is a unique, fully qualified identifier for the job. It includes the Amazon Web Services account, Amazon Web Services Region, and the job ID. The format of the ARN is as follows:</p> <p> <code>arn:&lt;partition&gt;:comprehend:&lt;region&gt;:&lt;account-id&gt;:events-detection-job/&lt;job-id&gt;</code> </p> <p>The following is an example job ARN:</p> <p> <code>arn:aws:comprehend:us-west-2:111122223333:events-detection-job/1234abcd12ab34cd56ef1234567890ab</code> </p>
        JobStatus:
          allOf:
          - $ref: '#/components/schemas/JobStatus'
          - description: The status of the events detection job.
    ErrorsListItem:
      type: object
      properties:
        Page:
          allOf:
          - $ref: '#/components/schemas/Integer'
          - description: Page number where the error occurred.
        ErrorCode:
          allOf:
          - $ref: '#/components/schemas/PageBasedErrorCode'
          - description: Error code for the cause of the error.
        ErrorMessage:
          allOf:
          - $ref: '#/components/schemas/String'
          - description: Text message explaining the reason for the error.
      description: <p>Text extraction encountered one or more page-level errors in the input document.</p> <p>The <code>ErrorCode</code> contains one of the following values:</p> <ul> <li> <p>TEXTRACT_BAD_PAGE - Amazon Textract cannot read the page. For more information about page limits in Amazon Textract, see <a href="https://docs.aws.amazon.com/textract/latest/dg/limits-document.html"> Page Quotas in Amazon Textract</a>.</p> </li> <li> <p>TEXTRACT_PROVISIONED_THROUGHPUT_EXCEEDED - The number of requests exceeded your throughput limit. For more information about throughput quotas in Amazon Textract, see <a href="https://docs.aws.amazon.com/textract/latest/dg/limits-quotas-explained.html"> Default quotas in Amazon Textract</a>.</p> </li> <li> <p>PAGE_CHARACTERS_EXCEEDED - Too many text characters on the page (10,000 characters maximum).</p> </li> <li> <p>PAGE_SIZE_EXCEEDED - The maximum page size is 10 MB.</p> </li> <li> <p>INTERNAL_SERVER_ERROR - The request encountered a service issue. Try the API request again.</p> </li> </ul>
    CreateFlywheelResponse:
      type: object
      properties:
        FlywheelArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendFlywheelArn'
          - description: The Amazon Resource Number (ARN) of the flywheel.
        ActiveModelArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendModelArn'
          - description: The Amazon Resource Number (ARN) of the active model version.
    BatchDetectKeyPhrasesRequest:
      type: object
      required:
      - TextList
      - LanguageCode
      title: BatchDetectKeyPhrasesRequest
      properties:
        TextList:
          allOf:
          - $ref: '#/components/schemas/CustomerInputStringList'
          - description: A list containing the UTF-8 encoded text of the input documents. The list can contain a maximum of 25 documents. The maximum size of each document is 5 KB.
        LanguageCode:
          allOf:
          - $ref: '#/components/schemas/LanguageCode'
          - description: The language of the input documents. You can specify any of the primary languages supported by Amazon Comprehend. All documents must be in the same language.
    StartDominantLanguageDetectionJobResponse:
      type: object
      properties:
        JobId:
          allOf:
          - $ref: '#/components/schemas/JobId'
          - description: The identifier generated for the job. To get the status of a job, use this identifier with the operation.
        JobArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendArn'
          - description: <p>The Amazon Resource Name (ARN) of the dominant language detection job. It is a unique, fully qualified identifier for the job. It includes the Amazon Web Services account, Amazon Web Services Region, and the job ID. The format of the ARN is as follows:</p> <p> <code>arn:&lt;partition&gt;:comprehend:&lt;region&gt;:&lt;account-id&gt;:dominant-language-detection-job/&lt;job-id&gt;</code> </p> <p>The following is an example job ARN:</p> <p> <code>arn:aws:comprehend:us-west-2:111122223333:dominant-language-detection-job/1234abcd12ab34cd56ef1234567890ab</code> </p>
        JobStatus:
          allOf:
          - $ref: '#/components/schemas/JobStatus'
          - description: <p>The status of the job. </p> <ul> <li> <p>SUBMITTED - The job has been received and is queued for processing.</p> </li> <li> <p>IN_PROGRESS - Amazon Comprehend is processing the job.</p> </li> <li> <p>COMPLETED - The job was successfully completed and the output is available.</p> </li> <li> <p>FAILED - The job did not complete. To get details, use the operation.</p> </li> </ul>
    S3Uri:
      type: string
      pattern: s3://[a-z0-9][\.\-a-z0-9]{1,61}[a-z0-9](/.*)?
      maxLength: 1024
    DocumentReadMode:
      type: string
      enum:
      - SERVICE_DEFAULT
      - FORCE_DOCUMENT_READ_ACTION
    FlywheelProperties:
      type: object
      properties:
        FlywheelArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendFlywheelArn'
          - description: The Amazon Resource Number (ARN) of the flywheel.
        ActiveModelArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendModelArn'
          - description: The Amazon Resource Number (ARN) of the active model version.
        DataAccessRoleArn:
          allOf:
          - $ref: '#/components/schemas/IamRoleArn'
          - description: The Amazon Resource Name (ARN) of the IAM role that grants Amazon Comprehend permission to access the flywheel data.
        TaskConfig:
          allOf:
          - $ref: '#/components/schemas/TaskConfig'
          - description: Configuration about the custom classifier associated with the flywheel.
        DataLakeS3Uri:
          allOf:
          - $ref: '#/components/schemas/S3Uri'
          - description: 'Amazon S3 URI of the data lake location. '
        DataSecurityConfig:
          allOf:
          - $ref: '#/components/schemas/DataSecurityConfig'
          - description: Data security configuration.
        Status:
          allOf:
          - $ref: '#/components/schemas/FlywheelStatus'
          - description: The status of the flywheel.
        ModelType:
          allOf:
          - $ref: '#/components/schemas/ModelType'
          - description: Model type of the flywheel's model.
        Message:
          allOf:
          - $ref: '#/components/schemas/AnyLengthString'
          - description: A description of the status of the flywheel.
        CreationTime:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: Creation time of the flywheel.
        LastModifiedTime:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: Last modified time for the flywheel.
        LatestFlywheelIteration:
          allOf:
          - $ref: '#/components/schemas/FlywheelIterationId'
          - description: The most recent flywheel iteration.
      description: The flywheel properties.
    MaxResultsInteger:
      type: integer
      minimum: 1
      maximum: 500
    ListOfKeyPhrases:
      type: array
      items:
        $ref: '#/components/schemas/KeyPhrase'
    ListKeyPhrasesDetectionJobsRequest:
      type: object
      title: ListKeyPhrasesDetectionJobsRequest
      properties:
        Filter:
          allOf:
          - $ref: '#/components/schemas/KeyPhrasesDetectionJobFilter'
          - description: Filters the jobs that are returned. You can filter jobs on their name, status, or the date and time that they were submitted. You can only set one filter at a time.
        NextToken:
          allOf:
          - $ref: '#/components/schemas/String'
          - description: Identifies the next page of results to return.
        MaxResults:
          allOf:
          - $ref: '#/components/schemas/MaxResultsInteger'
          - description: The maximum number of results to return in each page. The default is 100.
    CreateDocumentClassifierResponse:
      type: object
      properties:
        DocumentClassifierArn:
          allOf:
          - $ref: '#/components/schemas/DocumentClassifierArn'
          - description: The Amazon Resource Name (ARN) that identifies the document classifier.
    BatchDetectSyntaxRequest:
      type: object
      required:
      - TextList
      - LanguageCode
      title: BatchDetectSyntaxRequest
      properties:
        TextList:
          allOf:
          - $ref: '#/components/schemas/CustomerInputStringList'
          - description: A list containing the UTF-8 encoded text of the input documents. The list can contain a maximum of 25 documents. The maximum size for each document is 5 KB.
        LanguageCode:
          allOf:
          - $ref: '#/components/schemas/SyntaxLanguageCode'
          - description: 'The language of the input documents. You can specify any of the following languages supported by Amazon Comprehend: German ("de"), English ("en"), Spanish ("es"), French ("fr"), Italian ("it"), or Portuguese ("pt"). All documents must be in the same language.'
    EntityRecognizerOutputDataConfig:
      type: object
      properties:
        FlywheelStatsS3Prefix:
          allOf:
          - $ref: '#/components/schemas/S3Uri'
          - description: The Amazon S3 prefix for the data lake location of the flywheel statistics.
      description: Output data configuration.
    ListPiiEntitiesDetectionJobsRequest:
      type: object
      title: ListPiiEntitiesDetectionJobsRequest
      properties:
        Filter:
          allOf:
          - $ref: '#/components/schemas/PiiEntitiesDetectionJobFilter'
          - description: Filters the jobs that are returned. You can filter jobs on their name, status, or the date and time that they were submitted. You can only set one filter at a time.
        NextToken:
          allOf:
          - $ref: '#/components/schemas/String'
          - description: Identifies the next page of results to return.
        MaxResults:
          allOf:
          - $ref: '#/components/schemas/MaxResultsInteger'
          - description: The maximum number of results to return in each page.
    StopSentimentDetectionJobRequest:
      type: object
      required:
      - JobId
      title: StopSentimentDetectionJobRequest
      properties:
        JobId:
          allOf:
          - $ref: '#/components/schemas/JobId'
          - description: The identifier of the sentiment detection job to stop.
    ListDominantLanguageDetectionJobsRequest:
      type: object
      title: ListDominantLanguageDetectionJobsRequest
      properties:
        Filter:
          allOf:
          - $ref: '#/components/schemas/DominantLanguageDetectionJobFilter'
          - description: Filters that jobs that are returned. You can filter jobs on their name, status, or the date and time that they were submitted. You can only set one filter at a time.
        NextToken:
          allOf:
          - $ref: '#/components/schemas/String'
          - description: Identifies the next page of results to return.
        MaxResults:
          allOf:
          - $ref: '#/components/schemas/MaxResultsInteger'
          - description: The maximum number of results to return in each page. The default is 100.
    EntityRecognizerProperties:
      type: object
      properties:
        EntityRecognizerArn:
          allOf:
          - $ref: '#/components/schemas/EntityRecognizerArn'
          - description: The Amazon Resource Name (ARN) that identifies the entity recognizer.
        LanguageCode:
          allOf:
          - $ref: '#/components/schemas/LanguageCode'
          - description: ' The language of the input documents. All documents must be in the same language. Only English ("en") is currently supported.'
        Status:
          allOf:
          - $ref: '#/components/schemas/ModelStatus'
          - description: Provides the status of the entity recognizer.
        Message:
          allOf:
          - $ref: '#/components/schemas/AnyLengthString'
          - description: ' A description of the status of the recognizer.'
        SubmitTime:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: The time that the recognizer was submitted for processing.
        EndTime:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: The time that the recognizer creation completed.
        TrainingStartTime:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: The time that training of the entity recognizer started.
        TrainingEndTime:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: The time that training of the entity recognizer was completed.
        InputDataConfig:
          allOf:
          - $ref: '#/components/schemas/EntityRecognizerInputDataConfig'
          - description: The input data properties of an entity recognizer.
        RecognizerMetadata:
          allOf:
          - $ref: '#/components/schemas/EntityRecognizerMetadata'
          - description: ' Provides information about an entity recognizer.'
        DataAccessRoleArn:
          allOf:
          - $ref: '#/components/schemas/IamRoleArn'
          - description: ' The Amazon Resource Name (ARN) of the IAM role that grants Amazon Comprehend read access to your input data.'
        VolumeKmsKeyId:
          allOf:
          - $ref: '#/components/schemas/KmsKeyId'
          - description: '<p>ID for the Amazon Web Services Key Management Service (KMS) key that Amazon Comprehend uses to encrypt data on the storage volume attached to the ML compute instance(s) that process the analysis job. The VolumeKmsKeyId can be either of the following formats:</p> <ul> <li> <p>KMS Key ID: <code>"1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> <li> <p>Amazon Resource Name (ARN) of a KMS Key: <code>"arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> </ul>'
        VpcConfig:
          allOf:
          - $ref: '#/components/schemas/VpcConfig'
          - description: ' Configuration parameters for a private Virtual Private Cloud (VPC) containing the resources you are using for your custom entity recognizer. For more information, see <a href="https://docs.aws.amazon.com/vpc/latest/userguide/what-is-amazon-vpc.html">Amazon VPC</a>. '
        ModelKmsKeyId:
          allOf:
          - $ref: '#/components/schemas/KmsKeyId'
          - description: '<p>ID for the KMS key that Amazon Comprehend uses to encrypt trained custom models. The ModelKmsKeyId can be either of the following formats:</p> <ul> <li> <p>KMS Key ID: <code>"1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> <li> <p>Amazon Resource Name (ARN) of a KMS Key: <code>"arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> </ul>'
        VersionName:
          allOf:
          - $ref: '#/components/schemas/VersionName'
          - description: The version name you assigned to the entity recognizer.
        SourceModelArn:
          allOf:
          - $ref: '#/components/schemas/EntityRecognizerArn'
          - description: The Amazon Resource Name (ARN) of the source model. This model was imported from a different Amazon Web Services account to create the entity recognizer model in your Amazon Web Services account.
        FlywheelArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendFlywheelArn'
          - description: The Amazon Resource Number (ARN) of the flywheel
        OutputDataConfig:
          allOf:
          - $ref: '#/components/schemas/EntityRecognizerOutputDataConfig'
          - description: Output data configuration.
      description: Describes information about an entity recognizer.
    RelationshipType:
      type: string
      enum:
      - CHILD
    StartTopicsDetectionJobRequest:
      type: object
      required:
      - InputDataConfig
      - OutputDataConfig
      - DataAccessRoleArn
      title: StartTopicsDetectionJobRequest
      properties:
        InputDataConfig:
          allOf:
          - $ref: '#/components/schemas/InputDataConfig'
          - description: Specifies the format and location of the input data for the job.
        OutputDataConfig:
          allOf:
          - $ref: '#/components/schemas/OutputDataConfig'
          - description: Specifies where to send the output files. The output is a compressed archive with two files, <code>topic-terms.csv</code> that lists the terms associated with each topic, and <code>doc-topics.csv</code> that lists the documents associated with each topic
        DataAccessRoleArn:
          allOf:
          - $ref: '#/components/schemas/IamRoleArn'
          - description: The Amazon Resource Name (ARN) of the IAM role that grants Amazon Comprehend read access to your input data. For more information, see <a href="https://docs.aws.amazon.com/comprehend/latest/dg/security_iam_id-based-policy-examples.html#auth-role-permissions">Role-based permissions</a>.
        JobName:
          allOf:
          - $ref: '#/components/schemas/JobName'
          - description: The identifier of the job.
        NumberOfTopics:
          allOf:
          - $ref: '#/components/schemas/NumberOfTopicsInteger'
          - description: The number of topics to detect.
        ClientRequestToken:
          allOf:
          - $ref: '#/components/schemas/ClientRequestTokenString'
          - description: A unique identifier for the request. If you do not set the client request token, Amazon Comprehend generates one.
        VolumeKmsKeyId:
          allOf:
          - $ref: '#/components/schemas/KmsKeyId'
          - description: '<p>ID for the Amazon Web Services Key Management Service (KMS) key that Amazon Comprehend uses to encrypt data on the storage volume attached to the ML compute instance(s) that process the analysis job. The VolumeKmsKeyId can be either of the following formats:</p> <ul> <li> <p>KMS Key ID: <code>"1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> <li> <p>Amazon Resource Name (ARN) of a KMS Key: <code>"arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> </ul>'
        VpcConfig:
          allOf:
          - $ref: '#/components/schemas/VpcConfig'
          - description: 'Configuration parameters for an optional private Virtual Private Cloud (VPC) containing the resources you are using for your topic detection job. For more information, see <a href="https://docs.aws.amazon.com/vpc/latest/userguide/what-is-amazon-vpc.html">Amazon VPC</a>. '
        Tags:
          allOf:
          - $ref: '#/components/schemas/TagList'
          - description: Tags to associate with the topics detection job. A tag is a key-value pair that adds metadata to a resource used by Amazon Comprehend. For example, a tag with "Sales" as the key might be added to a resource to indicate its use by the sales department.
    ClassifyDocumentResponse:
      type: object
      properties:
        Classes:
          allOf:
          - $ref: '#/components/schemas/ListOfClasses'
          - description: 'The classes used by the document being analyzed. These are used for multi-class trained models. Individual classes are mutually exclusive and each document is expected to have only a single class assigned to it. For example, an animal can be a dog or a cat, but not both at the same time. '
        Labels:
          allOf:
          - $ref: '#/components/schemas/ListOfLabels'
          - description: 'The labels used the document being analyzed. These are used for multi-label trained models. Individual labels represent different categories that are related in some manner and are not mutually exclusive. For example, a movie can be just an action movie, or it can be an action movie, a science fiction movie, and a comedy, all at the same time. '
        DocumentMetadata:
          allOf:
          - $ref: '#/components/schemas/DocumentMetadata'
          - description: 'Extraction information about the document. This field is present in the response only if your request includes the <code>Byte</code> parameter. '
        DocumentType:
          allOf:
          - $ref: '#/components/schemas/ListOfDocumentType'
          - description: 'The document type for each page in the input document. This field is present in the response only if your request includes the <code>Byte</code> parameter. '
        Errors:
          allOf:
          - $ref: '#/components/schemas/ListOfErrors'
          - description: Page-level errors that the system detected while processing the input document. The field is empty if the system encountered no errors.
        Warnings:
          allOf:
          - $ref: '#/components/schemas/ListOfWarnings'
          - description: <p>Warnings detected while processing the input document. The response includes a warning if there is a mismatch between the input document type and the model type associated with the endpoint that you specified. The response can also include warnings for individual pages that have a mismatch. </p> <p>The field is empty if the system generated no warnings.</p>
    BatchDetectDominantLanguageRequest:
      type: object
      required:
      - TextList
      title: BatchDetectDominantLanguageRequest
      properties:
        TextList:
          allOf:
          - $ref: '#/components/schemas/CustomerInputStringList'
          - description: A list containing the UTF-8 encoded text of the input documents. The list can contain a maximum of 25 documents. Each document should contain at least 20 characters. The maximum size of each document is 5 KB.
    DatasetProperties:
      type: object
      properties:
        DatasetArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendDatasetArn'
          - description: The ARN of the dataset.
        DatasetName:
          allOf:
          - $ref: '#/components/schemas/ComprehendArnName'
          - description: The name of the dataset.
        DatasetType:
          allOf:
          - $ref: '#/components/schemas/DatasetType'
          - description: The dataset type (training data or test data).
        DatasetS3Uri:
          allOf:
          - $ref: '#/components/schemas/S3Uri'
          - description: The S3 URI where the dataset is stored.
        Description:
          allOf:
          - $ref: '#/components/schemas/Description'
          - description: Description of the dataset.
        Status:
          allOf:
          - $ref: '#/components/schemas/DatasetStatus'
          - description: 'The dataset status. While the system creates the dataset, the status is <code>CREATING</code>. When the dataset is ready to use, the status changes to <code>COMPLETED</code>. '
        Message:
          allOf:
          - $ref: '#/components/schemas/AnyLengthString'
          - description: A description of the status of the dataset.
        NumberOfDocuments:
          allOf:
          - $ref: '#/components/schemas/NumberOfDocuments'
          - description: The number of documents in the dataset.
        CreationTime:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: Creation time of the dataset.
        EndTime:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: Time when the data from the dataset becomes available in the data lake.
      description: Properties associated with the dataset.
    DatasetType:
      type: string
      enum:
      - TRAIN
      - TEST
    ResourceUnavailableException: {}
    DatasetInputDataConfig:
      type: object
      properties:
        AugmentedManifests:
          allOf:
          - $ref: '#/components/schemas/DatasetAugmentedManifestsList'
          - description: 'A list of augmented manifest files that provide training data for your custom model. An augmented manifest file is a labeled dataset that is produced by Amazon SageMaker Ground Truth. '
        DataFormat:
          allOf:
          - $ref: '#/components/schemas/DatasetDataFormat'
          - description: '<p> <code>COMPREHEND_CSV</code>: The data format is a two-column CSV file, where the first column contains labels and the second column contains documents.</p> <p> <code>AUGMENTED_MANIFEST</code>: The data format </p>'
        DocumentClassifierInputDataConfig:
          allOf:
          - $ref: '#/components/schemas/DatasetDocumentClassifierInputDataConfig'
          - description: <p>The input properties for training a document classifier model. </p> <p>For more information on how the input file is formatted, see <a href="https://docs.aws.amazon.com/comprehend/latest/dg/prep-classifier-data.html">Preparing training data</a> in the Comprehend Developer Guide. </p>
        EntityRecognizerInputDataConfig:
          allOf:
          - $ref: '#/components/schemas/DatasetEntityRecognizerInputDataConfig'
          - description: The input properties for training an entity recognizer model.
      description: Specifies the format and location of the input data for the dataset.
    ListOfDocumentReadFeatureTypes:
      type: array
      items:
        $ref: '#/components/schemas/DocumentReadFeatureTypes'
      minItems: 1
      maxItems: 2
    TargetedSentimentEntityType:
      type: string
      enum:
      - PERSON
      - LOCATION
      - ORGANIZATION
      - FACILITY
      - BRAND
      - COMMERCIAL_ITEM
      - MOVIE
      - MUSIC
      - BOOK
      - SOFTWARE
      - GAME
      - PERSONAL_TITLE
      - EVENT
      - DATE
      - QUANTITY
      - ATTRIBUTE
      - OTHER
    ListEntityRecognizersResponse:
      type: object
      properties:
        EntityRecognizerPropertiesList:
          allOf:
          - $ref: '#/components/schemas/EntityRecognizerPropertiesList'
          - description: The list of properties of an entity recognizer.
        NextToken:
          allOf:
          - $ref: '#/components/schemas/String'
          - description: Identifies the next page of results to return.
    Float:
      type: number
      format: float
    Split:
      type: string
      enum:
      - TRAIN
      - TEST
    EntityRecognizerArn:
      type: string
      pattern: arn:aws(-[^:]+)?:comprehend:[a-zA-Z0-9-]*:[0-9]{12}:entity-recognizer/[a-zA-Z0-9](-*[a-zA-Z0-9])*(/version/[a-zA-Z0-9](-*[a-zA-Z0-9])*)?
      maxLength: 256
    StopTrainingEntityRecognizerResponse:
      type: object
      properties: {}
    BatchDetectTargetedSentimentRequest:
      type: object
      required:
      - TextList
      - LanguageCode
      title: BatchDetectTargetedSentimentRequest
      properties:
        TextList:
          allOf:
          - $ref: '#/components/schemas/CustomerInputStringList'
          - description: A list containing the UTF-8 encoded text of the input documents. The list can contain a maximum of 25 documents. The maximum size of each document is 5 KB.
        LanguageCode:
          allOf:
          - $ref: '#/components/schemas/LanguageCode'
          - description: The language of the input documents. Currently, English is the only supported language.
    ListDominantLanguageDetectionJobsResponse:
      type: object
      properties:
        DominantLanguageDetectionJobPropertiesList:
          allOf:
          - $ref: '#/components/schemas/DominantLanguageDetectionJobPropertiesList'
          - description: A list containing the properties of each job that is returned.
        NextToken:
          allOf:
          - $ref: '#/components/schemas/String'
          - description: Identifies the next page of results to return.
    DocumentClassifierFilter:
      type: object
      properties:
        Status:
          allOf:
          - $ref: '#/components/schemas/ModelStatus'
          - description: Filters the list of classifiers based on status.
        DocumentClassifierName:
          allOf:
          - $ref: '#/components/schemas/ComprehendArnName'
          - description: The name that you assigned to the document classifier
        SubmitTimeBefore:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: Filters the list of classifiers based on the time that the classifier was submitted for processing. Returns only classifiers submitted before the specified time. Classifiers are returned in ascending order, oldest to newest.
        SubmitTimeAfter:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: Filters the list of classifiers based on the time that the classifier was submitted for processing. Returns only classifiers submitted after the specified time. Classifiers are returned in descending order, newest to oldest.
      description: Provides information for filtering a list of document classifiers. You can only specify one filtering parameter in a request. For more information, see the <code>ListDocumentClassifiers</code> operation.
    BatchDetectSyntaxItemResult:
      type: object
      properties:
        Index:
          allOf:
          - $ref: '#/components/schemas/Integer'
          - description: The zero-based index of the document in the input list.
        SyntaxTokens:
          allOf:
          - $ref: '#/components/schemas/ListOfSyntaxTokens'
          - description: The syntax tokens for the words in the document, one token for each word.
      description: The result of calling the operation. The operation returns one object that is successfully processed by the operation.
    DescribeTopicsDetectionJobRequest:
      type: object
      required:
      - JobId
      title: DescribeTopicsDetectionJobRequest
      properties:
        JobId:
          allOf:
          - $ref: '#/components/schemas/JobId'
          - description: The identifier assigned by the user to the detection job.
    SyntaxToken:
      type: object
      properties:
        TokenId:
          allOf:
          - $ref: '#/components/schemas/Integer'
          - description: A unique identifier for a token.
        Text:
          allOf:
          - $ref: '#/components/schemas/String'
          - description: The word that was recognized in the source text.
        BeginOffset:
          allOf:
          - $ref: '#/components/schemas/Integer'
          - description: The zero-based offset from the beginning of the source text to the first character in the word.
        EndOffset:
          allOf:
          - $ref: '#/components/schemas/Integer'
          - description: The zero-based offset from the beginning of the source text to the last character in the word.
        PartOfSpeech:
          allOf:
          - $ref: '#/components/schemas/PartOfSpeechTag'
          - description: 'Provides the part of speech label and the confidence level that Amazon Comprehend has that the part of speech was correctly identified. For more information, see <a href="https://docs.aws.amazon.com/comprehend/latest/dg/how-syntax.html">Syntax</a> in the Comprehend Developer Guide. '
      description: Represents a work in the input text that was recognized and assigned a part of speech. There is one syntax token record for each word in the source text.
    DatasetEntityRecognizerInputDataConfig:
      type: object
      required:
      - Documents
      properties:
        Annotations:
          allOf:
          - $ref: '#/components/schemas/DatasetEntityRecognizerAnnotations'
          - description: The S3 location of the annotation documents for your custom entity recognizer.
        Documents:
          allOf:
          - $ref: '#/components/schemas/DatasetEntityRecognizerDocuments'
          - description: The format and location of the training documents for your custom entity recognizer.
        EntityList:
          allOf:
          - $ref: '#/components/schemas/DatasetEntityRecognizerEntityList'
          - description: The S3 location of the entity list for your custom entity recognizer.
      description: Specifies the format and location of the input data. You must provide either the <code>Annotations</code> parameter or the <code>EntityList</code> parameter.
    ListOfDescriptiveMentionIndices:
      type: array
      items:
        $ref: '#/components/schemas/Integer'
    DetectKeyPhrasesResponse:
      type: object
      properties:
        KeyPhrases:
          allOf:
          - $ref: '#/components/schemas/ListOfKeyPhrases'
          - description: 'A collection of key phrases that Amazon Comprehend identified in the input text. For each key phrase, the response provides the text of the key phrase, where the key phrase begins and ends, and the level of confidence that Amazon Comprehend has in the accuracy of the detection. '
    DocumentClassifierMode:
      type: string
      enum:
      - MULTI_CLASS
      - MULTI_LABEL
    ListDocumentClassifiersRequest:
      type: object
      title: ListDocumentClassifiersRequest
      properties:
        Filter:
          allOf:
          - $ref: '#/components/schemas/DocumentClassifierFilter'
          - description: Filters the jobs that are returned. You can filter jobs on their name, status, or the date and time that they were submitted. You can only set one filter at a time.
        NextToken:
          allOf:
          - $ref: '#/components/schemas/String'
          - description: Identifies the next page of results to return.
        MaxResults:
          allOf:
          - $ref: '#/components/schemas/MaxResultsInteger'
          - description: The maximum number of results to return in each page. The default is 100.
    LabelsList:
      type: array
      items:
        $ref: '#/components/schemas/LabelListItem'
      maxItems: 1000
    ChildBlock:
      type: object
      properties:
        ChildBlockId:
          allOf:
          - $ref: '#/components/schemas/String'
          - description: Unique identifier for the child block.
        BeginOffset:
          allOf:
          - $ref: '#/components/schemas/Integer'
          - description: Offset of the start of the child block within its parent block.
        EndOffset:
          allOf:
          - $ref: '#/components/schemas/Integer'
          - description: Offset of the end of the child block within its parent block.
      description: Nested block contained within a block.
    DescribeDatasetResponse:
      type: object
      properties:
        DatasetProperties:
          allOf:
          - $ref: '#/components/schemas/DatasetProperties'
          - description: The dataset properties.
    InternalServerException: {}
    ListEventsDetectionJobsRequest:
      type: object
      title: ListEventsDetectionJobsRequest
      properties:
        Filter:
          allOf:
          - $ref: '#/components/schemas/EventsDetectionJobFilter'
          - description: Filters the jobs that are returned. You can filter jobs on their name, status, or the date and time that they were submitted. You can only set one filter at a time.
        NextToken:
          allOf:
          - $ref: '#/components/schemas/String'
          - description: Identifies the next page of results to return.
        MaxResults:
          allOf:
          - $ref: '#/components/schemas/MaxResultsInteger'
          - description: The maximum number of results to return in each page.
    Point:
      type: object
      properties:
        X:
          allOf:
          - $ref: '#/components/schemas/Float'
          - description: The value of the X coordinate for a point on a polygon
        Y:
          allOf:
          - $ref: '#/components/schemas/Float'
          - description: The value of the Y coordinate for a point on a polygon
      description: <p>The X and Y coordinates of a point on a document page.</p> <p>For additional information, see <a href="https://docs.aws.amazon.com/textract/latest/dg/API_Point.html">Point</a> in the Amazon Textract API reference.</p>
    DominantLanguage:
      type: object
      properties:
        LanguageCode:
          allOf:
          - $ref: '#/components/schemas/String'
          - description: The RFC 5646 language code for the dominant language. For more information about RFC 5646, see <a href="https://tools.ietf.org/html/rfc5646">Tags for Identifying Languages</a> on the <i>IETF Tools</i> web site.
        Score:
          allOf:
          - $ref: '#/components/schemas/Float'
          - description: The level of confidence that Amazon Comprehend has in the accuracy of the detection.
      description: Returns the code for the dominant language in the input text and the level of confidence that Amazon Comprehend has in the accuracy of the detection.
    SentimentDetectionJobPropertiesList:
      type: array
      items:
        $ref: '#/components/schemas/SentimentDetectionJobProperties'
    BatchDetectDominantLanguageItemResult:
      type: object
      properties:
        Index:
          allOf:
          - $ref: '#/components/schemas/Integer'
          - description: The zero-based index of the document in the input list.
        Languages:
          allOf:
          - $ref: '#/components/schemas/ListOfDominantLanguages'
          - description: One or more <a>DominantLanguage</a> objects describing the dominant languages in the document.
      description: The result of calling the operation. The operation returns one object for each document that is successfully processed by the operation.
    TextSizeLimitExceededException: {}
    DocumentClassifierPropertiesList:
      type: array
      items:
        $ref: '#/components/schemas/DocumentClassifierProperties'
    ListOfDetectDominantLanguageResult:
      type: array
      items:
        $ref: '#/components/schemas/BatchDetectDominantLanguageItemResult'
    SemiStructuredDocumentBlob:
      type: string
      minLength: 1
    Description:
      type: string
      pattern: ^([a-zA-Z0-9_])[\\a-zA-Z0-9_@#%*+=:?./!\s-]*$
      maxLength: 2048
    PiiOutputDataConfig:
      type: object
      required:
      - S3Uri
      properties:
        S3Uri:
          allOf:
          - $ref: '#/components/schemas/S3Uri'
          - description: <p>When you use the <code>PiiOutputDataConfig</code> object with asynchronous operations, you specify the Amazon S3 location where you want to write the output data. </p> <p> For a PII entity detection job, the output file is plain text, not a compressed archive. The output file name is the same as the input file, with <code>.out</code> appended at the end. </p>
        KmsKeyId:
          allOf:
          - $ref: '#/components/schemas/KmsKeyId'
          - description: ID for the Amazon Web Services Key Management Service (KMS) key that Amazon Comprehend uses to encrypt the output results from an analysis job.
      description: Provides configuration parameters for the output of PII entity detection jobs.
    ListPiiEntitiesDetectionJobsResponse:
      type: object
      properties:
        PiiEntitiesDetectionJobPropertiesList:
          allOf:
          - $ref: '#/components/schemas/PiiEntitiesDetectionJobPropertiesList'
          - description: A list containing the properties of each job that is returned.
        NextToken:
          allOf:
          - $ref: '#/components/schemas/String'
          - description: Identifies the next page of results to return.
    DescribeSentimentDetectionJobRequest:
      type: object
      required:
      - JobId
      title: DescribeSentimentDetectionJobRequest
      properties:
        JobId:
          allOf:
          - $ref: '#/components/schemas/JobId'
          - description: The identifier that Amazon Comprehend generated for the job. The operation returns this identifier in its response.
    FlywheelIterationPropertiesList:
      type: array
      items:
        $ref: '#/components/schemas/FlywheelIterationProperties'
    ListOfClasses:
      type: array
      items:
        $ref: '#/components/schemas/DocumentClass'
    PartOfSpeechTag:
      type: object
      properties:
        Tag:
          allOf:
          - $ref: '#/components/schemas/PartOfSpeechTagType'
          - description: Identifies the part of speech that the token represents.
        Score:
          allOf:
          - $ref: '#/components/schemas/Float'
          - description: The confidence that Amazon Comprehend has that the part of speech was correctly identified.
      description: 'Identifies the part of speech represented by the token and gives the confidence that Amazon Comprehend has that the part of speech was correctly identified. For more information about the parts of speech that Amazon Comprehend can identify, see <a href="https://docs.aws.amazon.com/comprehend/latest/dg/how-syntax.html">Syntax</a> in the Comprehend Developer Guide. '
    ListTopicsDetectionJobsRequest:
      type: object
      title: ListTopicsDetectionJobsRequest
      properties:
        Filter:
          allOf:
          - $ref: '#/components/schemas/TopicsDetectionJobFilter'
          - description: Filters the jobs that are returned. Jobs can be filtered on their name, status, or the date and time that they were submitted. You can set only one filter at a time.
        NextToken:
          allOf:
          - $ref: '#/components/schemas/String'
          - description: Identifies the next page of results to return.
        MaxResults:
          allOf:
          - $ref: '#/components/schemas/MaxResultsInteger'
          - description: The maximum number of results to return in each page. The default is 100.
    PageBasedErrorCode:
      type: string
      enum:
      - TEXTRACT_BAD_PAGE
      - TEXTRACT_PROVISIONED_THROUGHPUT_EXCEEDED
      - PAGE_CHARACTERS_EXCEEDED
      - PAGE_SIZE_EXCEEDED
      - INTERNAL_SERVER_ERROR
    KeyPhrasesDetectionJobPropertiesList:
      type: array
      items:
        $ref: '#/components/schemas/KeyPhrasesDetectionJobProperties'
    ClassifierEvaluationMetrics:
      type: object
      properties:
        Accuracy:
          allOf:
          - $ref: '#/components/schemas/Double'
          - description: The fraction of the labels that were correct recognized. It is computed by dividing the number of labels in the test documents that were correctly recognized by the total number of labels in the test documents.
        Precision:
          allOf:
          - $ref: '#/components/schemas/Double'
          - description: A measure of the usefulness of the classifier results in the test data. High precision means that the classifier returned substantially more relevant results than irrelevant ones.
        Recall:
          allOf:
          - $ref: '#/components/schemas/Double'
          - description: 'A measure of how complete the classifier results are for the test data. High recall means that the classifier returned most of the relevant results. '
        F1Score:
          allOf:
          - $ref: '#/components/schemas/Double'
          - description: 'A measure of how accurate the classifier results are for the test data. It is derived from the <code>Precision</code> and <code>Recall</code> values. The <code>F1Score</code> is the harmonic average of the two scores. The highest score is 1, and the worst score is 0. '
        MicroPrecision:
          allOf:
          - $ref: '#/components/schemas/Double'
          - description: A measure of the usefulness of the recognizer results in the test data. High precision means that the recognizer returned substantially more relevant results than irrelevant ones. Unlike the Precision metric which comes from averaging the precision of all available labels, this is based on the overall score of all precision scores added together.
        MicroRecall:
          allOf:
          - $ref: '#/components/schemas/Double'
          - description: A measure of how complete the classifier results are for the test data. High recall means that the classifier returned most of the relevant results. Specifically, this indicates how many of the correct categories in the text that the model can predict. It is a percentage of correct categories in the text that can found. Instead of averaging the recall scores of all labels (as with Recall), micro Recall is based on the overall score of all recall scores added together.
        MicroF1Score:
          allOf:
          - $ref: '#/components/schemas/Double'
          - description: A measure of how accurate the classifier results are for the test data. It is a combination of the <code>Micro Precision</code> and <code>Micro Recall</code> values. The <code>Micro F1Score</code> is the harmonic mean of the two scores. The highest score is 1, and the worst score is 0.
        HammingLoss:
          allOf:
          - $ref: '#/components/schemas/Double'
          - description: Indicates the fraction of labels that are incorrectly predicted. Also seen as the fraction of wrong labels compared to the total number of labels. Scores closer to zero are better.
      description: Describes the result metrics for the test data associated with an documentation classifier.
    CreateFlywheelRequest:
      type: object
      required:
      - FlywheelName
      - DataAccessRoleArn
      - DataLakeS3Uri
      title: CreateFlywheelRequest
      properties:
        FlywheelName:
          allOf:
          - $ref: '#/components/schemas/ComprehendArnName'
          - description: Name for the flywheel.
        ActiveModelArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendModelArn'
          - description: To associate an existing model with the flywheel, specify the Amazon Resource Number (ARN) of the model version.
        DataAccessRoleArn:
          allOf:
          - $ref: '#/components/schemas/IamRoleArn'
          - description: The Amazon Resource Name (ARN) of the IAM role that grants Amazon Comprehend the permissions required to access the flywheel data in the data lake.
        TaskConfig:
          allOf:
          - $ref: '#/components/schemas/TaskConfig'
          - description: Configuration about the custom classifier associated with the flywheel.
        ModelType:
          allOf:
          - $ref: '#/components/schemas/ModelType'
          - description: The model type.
        DataLakeS3Uri:
          allOf:
          - $ref: '#/components/schemas/FlywheelS3Uri'
          - description: Enter the S3 location for the data lake. You can specify a new S3 bucket or a new folder of an existing S3 bucket. The flywheel creates the data lake at this location.
        DataSecurityConfig:
          allOf:
          - $ref: '#/components/schemas/DataSecurityConfig'
          - description: Data security configurations.
        ClientRequestToken:
          allOf:
          - $ref: '#/components/schemas/ClientRequestTokenString'
          - description: A unique identifier for the request. If you don't set the client request token, Amazon Comprehend generates one.
        Tags:
          allOf:
          - $ref: '#/components/schemas/TagList'
          - description: The tags to associate with this flywheel.
    DescribeDatasetRequest:
      type: object
      required:
      - DatasetArn
      title: DescribeDatasetRequest
      properties:
        DatasetArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendDatasetArn'
          - description: The ARN of the dataset.
    LanguageCode:
      type: string
      enum:
      - en
      - es
      - fr
      - de
      - it
      - pt
      - ar
      - hi
      - ja
      - ko
      - zh
      - zh-TW
    TargetedSentimentMention:
      type: object
      properties:
        Score:
          allOf:
          - $ref: '#/components/schemas/Float'
          - description: Model confidence that the entity is relevant. Value range is zero to one, where one is highest confidence.
        GroupScore:
          allOf:
          - $ref: '#/components/schemas/Float'
          - description: The confidence that all the entities mentioned in the group relate to the same entity.
        Text:
          allOf:
          - $ref: '#/components/schemas/String'
          - description: The text in the document that identifies the entity.
        Type:
          allOf:
          - $ref: '#/components/schemas/TargetedSentimentEntityType'
          - description: The type of the entity. Amazon Comprehend supports a variety of <a href="https://docs.aws.amazon.com/comprehend/latest/dg/how-targeted-sentiment.html#how-targeted-sentiment-entities">entity types</a>.
        MentionSentiment:
          allOf:
          - $ref: '#/components/schemas/MentionSentiment'
          - description: Contains the sentiment and sentiment score for the mention.
        BeginOffset:
          allOf:
          - $ref: '#/components/schemas/Integer'
          - description: The offset into the document text where the mention begins.
        EndOffset:
          allOf:
          - $ref: '#/components/schemas/Integer'
          - description: The offset into the document text where the mention ends.
      description: <p>Information about one mention of an entity. The mention information includes the location of the mention in the text and the sentiment of the mention.</p> <p>For more information about targeted sentiment, see <a href="https://docs.aws.amazon.com/comprehend/latest/dg/how-targeted-sentiment.html">Targeted sentiment</a>.</p>
    DeleteFlywheelRequest:
      type: object
      required:
      - FlywheelArn
      title: DeleteFlywheelRequest
      properties:
        FlywheelArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendFlywheelArn'
          - description: The Amazon Resource Number (ARN) of the flywheel to delete.
    CreateDatasetRequest:
      type: object
      required:
      - FlywheelArn
      - DatasetName
      - InputDataConfig
      title: CreateDatasetRequest
      properties:
        FlywheelArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendFlywheelArn'
          - description: The Amazon Resource Number (ARN) of the flywheel of the flywheel to receive the data.
        DatasetName:
          allOf:
          - $ref: '#/components/schemas/ComprehendArnName'
          - description: Name of the dataset.
        DatasetType:
          allOf:
          - $ref: '#/components/schemas/DatasetType'
          - description: The dataset type. You can specify that the data in a dataset is for training the model or for testing the model.
        Description:
          allOf:
          - $ref: '#/components/schemas/Description'
          - description: Description of the dataset.
        InputDataConfig:
          allOf:
          - $ref: '#/components/schemas/DatasetInputDataConfig'
          - description: Information about the input data configuration. The type of input data varies based on the format of the input and whether the data is for a classifier model or an entity recognition model.
        ClientRequestToken:
          allOf:
          - $ref: '#/components/schemas/ClientRequestTokenString'
          - description: A unique identifier for the request. If you don't set the client request token, Amazon Comprehend generates one.
        Tags:
          allOf:
          - $ref: '#/components/schemas/TagList'
          - description: Tags for the dataset.
    UnsupportedLanguageException: {}
    ComprehendEndpointName:
      type: string
      pattern: ^[a-zA-Z0-9](-*[a-zA-Z0-9])*$
      maxLength: 40
    DatasetFilter:
      type: object
      properties:
        Status:
          allOf:
          - $ref: '#/components/schemas/DatasetStatus'
          - description: Filter the datasets based on the dataset status.
        DatasetType:
          allOf:
          - $ref: '#/components/schemas/DatasetType'
          - description: Filter the datasets based on the dataset type.
        CreationTimeAfter:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: Filter the datasets to include datasets created after the specified time.
        CreationTimeBefore:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: Filter the datasets to include datasets created before the specified time.
      description: Filter the datasets based on creation time or dataset status.
    ListOfLabels:
      type: array
      items:
        $ref: '#/components/schemas/DocumentLabel'
    UpdateDataSecurityConfig:
      type: object
      properties:
        ModelKmsKeyId:
          allOf:
          - $ref: '#/components/schemas/KmsKeyId'
          - description: '<p>ID for the KMS key that Amazon Comprehend uses to encrypt trained custom models. The ModelKmsKeyId can be either of the following formats:</p> <ul> <li> <p>KMS Key ID: <code>"1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> <li> <p>Amazon Resource Name (ARN) of a KMS Key: <code>"arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> </ul>'
        VolumeKmsKeyId:
          allOf:
          - $ref: '#/components/schemas/KmsKeyId'
          - description: ID for the KMS key that Amazon Comprehend uses to encrypt the volume.
        VpcConfig:
          $ref: '#/components/schemas/VpcConfig'
      description: Data security configuration.
    DescribeTargetedSentimentDetectionJobRequest:
      type: object
      required:
      - JobId
      title: DescribeTargetedSentimentDetectionJobRequest
      properties:
        JobId:
          allOf:
          - $ref: '#/components/schemas/JobId'
          - description: The identifier that Amazon Comprehend generated for the job. The <code>StartTargetedSentimentDetectionJob</code> operation returns this identifier in its response.
    Integer:
      type: integer
    PutResourcePolicyRequest:
      type: object
      required:
      - ResourceArn
      - ResourcePolicy
      title: PutResourcePolicyRequest
      properties:
        ResourceArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendModelArn'
          - description: The Amazon Resource Name (ARN) of the custom model to attach the policy to.
        ResourcePolicy:
          allOf:
          - $ref: '#/components/schemas/Policy'
          - description: '<p>The JSON resource-based policy to attach to your custom model. Provide your JSON as a UTF-8 encoded string without line breaks. To provide valid JSON for your policy, enclose the attribute names and values in double quotes. If the JSON body is also enclosed in double quotes, then you must escape the double quotes that are inside the policy:</p> <p> <code>"{\"attribute\": \"value\", \"attribute\": [\"value\"]}"</code> </p> <p>To avoid escaping quotes, you can use single quotes to enclose the policy and double quotes to enclose the JSON names and values:</p> <p> <code>''{"attribute": "value", "attribute": ["value"]}''</code> </p>'
        PolicyRevisionId:
          allOf:
          - $ref: '#/components/schemas/PolicyRevisionId'
          - description: The revision ID that Amazon Comprehend assigned to the policy that you are updating. If you are creating a new policy that has no prior version, don't use this parameter. Amazon Comprehend creates the revision ID for you.
    KmsKeyValidationException: {}
    EntityTypesEvaluationMetrics:
      type: object
      properties:
        Precision:
          allOf:
          - $ref: '#/components/schemas/Double'
          - description: 'A measure of the usefulness of the recognizer results for a specific entity type in the test data. High precision means that the recognizer returned substantially more relevant results than irrelevant ones. '
        Recall:
          allOf:
          - $ref: '#/components/schemas/Double'
          - description: A measure of how complete the recognizer results are for a specific entity type in the test data. High recall means that the recognizer returned most of the relevant results.
        F1Score:
          allOf:
          - $ref: '#/components/schemas/Double'
          - description: 'A measure of how accurate the recognizer results are for a specific entity type in the test data. It is derived from the <code>Precision</code> and <code>Recall</code> values. The <code>F1Score</code> is the harmonic average of the two scores. The highest score is 1, and the worst score is 0. '
      description: 'Detailed information about the accuracy of an entity recognizer for a specific entity type. '
    AnyLengthString:
      type: string
    ResourceInUseException: {}
    KeyPhrasesDetectionJobFilter:
      type: object
      properties:
        JobName:
          allOf:
          - $ref: '#/components/schemas/JobName'
          - description: Filters on the name of the job.
        JobStatus:
          allOf:
          - $ref: '#/components/schemas/JobStatus'
          - description: Filters the list of jobs based on job status. Returns only jobs with the specified status.
        SubmitTimeBefore:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: Filters the list of jobs based on the time that the job was submitted for processing. Returns only jobs submitted before the specified time. Jobs are returned in ascending order, oldest to newest.
        SubmitTimeAfter:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: Filters the list of jobs based on the time that the job was submitted for processing. Returns only jobs submitted after the specified time. Jobs are returned in descending order, newest to oldest.
      description: Provides information for filtering a list of dominant language detection jobs. For more information, see the operation.
    CreateEndpointRequest:
      type: object
      required:
      - EndpointName
      - DesiredInferenceUnits
      title: CreateEndpointRequest
      properties:
        EndpointName:
          allOf:
          - $ref: '#/components/schemas/ComprehendEndpointName'
          - description: 'This is the descriptive suffix that becomes part of the <code>EndpointArn</code> used for all subsequent requests to this resource. '
        ModelArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendModelArn'
          - description: The Amazon Resource Number (ARN) of the model to which the endpoint will be attached.
        DesiredInferenceUnits:
          allOf:
          - $ref: '#/components/schemas/InferenceUnitsInteger'
          - description: ' The desired number of inference units to be used by the model using this endpoint. Each inference unit represents of a throughput of 100 characters per second.'
        ClientRequestToken:
          allOf:
          - $ref: '#/components/schemas/ClientRequestTokenString'
          - description: 'An idempotency token provided by the customer. If this token matches a previous endpoint creation request, Amazon Comprehend will not return a <code>ResourceInUseException</code>. '
        Tags:
          allOf:
          - $ref: '#/components/schemas/TagList'
          - description: 'Tags to associate with the endpoint. A tag is a key-value pair that adds metadata to the endpoint. For example, a tag with "Sales" as the key might be added to an endpoint to indicate its use by the sales department. '
        DataAccessRoleArn:
          allOf:
          - $ref: '#/components/schemas/IamRoleArn'
          - description: The Amazon Resource Name (ARN) of the IAM role that grants Amazon Comprehend read access to trained custom models encrypted with a customer managed key (ModelKmsKeyId).
        FlywheelArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendFlywheelArn'
          - description: The Amazon Resource Number (ARN) of the flywheel to which the endpoint will be attached.
    CreateDocumentClassifierRequest:
      type: object
      required:
      - DocumentClassifierName
      - DataAccessRoleArn
      - InputDataConfig
      - LanguageCode
      title: CreateDocumentClassifierRequest
      properties:
        DocumentClassifierName:
          allOf:
          - $ref: '#/components/schemas/ComprehendArnName'
          - description: The name of the document classifier.
        VersionName:
          allOf:
          - $ref: '#/components/schemas/VersionName'
          - description: The version name given to the newly created classifier. Version names can have a maximum of 256 characters. Alphanumeric characters, hyphens (-) and underscores (_) are allowed. The version name must be unique among all models with the same classifier name in the Amazon Web Services account/Amazon Web Services Region.
        DataAccessRoleArn:
          allOf:
          - $ref: '#/components/schemas/IamRoleArn'
          - description: The Amazon Resource Name (ARN) of the IAM role that grants Amazon Comprehend read access to your input data.
        Tags:
          allOf:
          - $ref: '#/components/schemas/TagList'
          - description: 'Tags to associate with the document classifier. A tag is a key-value pair that adds as a metadata to a resource used by Amazon Comprehend. For example, a tag with "Sales" as the key might be added to a resource to indicate its use by the sales department. '
        InputDataConfig:
          allOf:
          - $ref: '#/components/schemas/DocumentClassifierInputDataConfig'
          - description: Specifies the format and location of the input data for the job.
        OutputDataConfig:
          allOf:
          - $ref: '#/components/schemas/DocumentClassifierOutputDataConfig'
          - description: Specifies the location for the output files from a custom classifier job. This parameter is required for a request that creates a native classifier model.
        ClientRequestToken:
          allOf:
          - $ref: '#/components/schemas/ClientRequestTokenString'
          - description: A unique identifier for the request. If you don't set the client request token, Amazon Comprehend generates one.
        LanguageCode:
          allOf:
          - $ref: '#/components/schemas/LanguageCode'
          - description: The language of the input documents. You can specify any of the languages supported by Amazon Comprehend. All documents must be in the same language.
        VolumeKmsKeyId:
          allOf:
          - $ref: '#/components/schemas/KmsKeyId'
          - description: '<p>ID for the Amazon Web Services Key Management Service (KMS) key that Amazon Comprehend uses to encrypt data on the storage volume attached to the ML compute instance(s) that process the analysis job. The VolumeKmsKeyId can be either of the following formats:</p> <ul> <li> <p>KMS Key ID: <code>"1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> <li> <p>Amazon Resource Name (ARN) of a KMS Key: <code>"arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> </ul>'
        VpcConfig:
          allOf:
          - $ref: '#/components/schemas/VpcConfig'
          - description: 'Configuration parameters for an optional private Virtual Private Cloud (VPC) containing the resources you are using for your custom classifier. For more information, see <a href="https://docs.aws.amazon.com/vpc/latest/userguide/what-is-amazon-vpc.html">Amazon VPC</a>. '
        Mode:
          allOf:
          - $ref: '#/components/schemas/DocumentClassifierMode'
          - description: Indicates the mode in which the classifier will be trained. The classifier can be trained in multi-class mode, which identifies one and only one class for each document, or multi-label mode, which identifies one or more labels for each document. In multi-label mode, multiple labels for an individual document are separated by a delimiter. The default delimiter between labels is a pipe (|).
        ModelKmsKeyId:
          allOf:
          - $ref: '#/components/schemas/KmsKeyId'
          - description: '<p>ID for the KMS key that Amazon Comprehend uses to encrypt trained custom models. The ModelKmsKeyId can be either of the following formats:</p> <ul> <li> <p>KMS Key ID: <code>"1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> <li> <p>Amazon Resource Name (ARN) of a KMS Key: <code>"arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> </ul>'
        ModelPolicy:
          allOf:
          - $ref: '#/components/schemas/Policy'
          - description: '<p>The resource-based policy to attach to your custom document classifier model. You can use this policy to allow another Amazon Web Services account to import your custom model.</p> <p>Provide your policy as a JSON body that you enter as a UTF-8 encoded string without line breaks. To provide valid JSON, enclose the attribute names and values in double quotes. If the JSON body is also enclosed in double quotes, then you must escape the double quotes that are inside the policy:</p> <p> <code>"{\"attribute\": \"value\", \"attribute\": [\"value\"]}"</code> </p> <p>To avoid escaping quotes, you can use single quotes to enclose the policy and double quotes to enclose the JSON names and values:</p> <p> <code>''{"attribute": "value", "attribute": ["value"]}''</code> </p>'
    ListSentimentDetectionJobsRequest:
      type: object
      title: ListSentimentDetectionJobsRequest
      properties:
        Filter:
          allOf:
          - $ref: '#/components/schemas/SentimentDetectionJobFilter'
          - description: Filters the jobs that are returned. You can filter jobs on their name, status, or the date and time that they were submitted. You can only set one filter at a time.
        NextToken:
          allOf:
          - $ref: '#/components/schemas/String'
          - description: Identifies the next page of results to return.
        MaxResults:
          allOf:
          - $ref: '#/components/schemas/MaxResultsInteger'
          - description: The maximum number of results to return in each page. The default is 100.
    DeleteFlywheelResponse:
      type: object
      properties: {}
    StartTopicsDetectionJobResponse:
      type: object
      properties:
        JobId:
          allOf:
          - $ref: '#/components/schemas/JobId'
          - description: The identifier generated for the job. To get the status of the job, use this identifier with the <code>DescribeTopicDetectionJob</code> operation.
        JobArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendArn'
          - description: <p>The Amazon Resource Name (ARN) of the topics detection job. It is a unique, fully qualified identifier for the job. It includes the Amazon Web Services account, Amazon Web Services Region, and the job ID. The format of the ARN is as follows:</p> <p> <code>arn:&lt;partition&gt;:comprehend:&lt;region&gt;:&lt;account-id&gt;:topics-detection-job/&lt;job-id&gt;</code> </p> <p>The following is an example job ARN:</p> <p> <code>arn:aws:comprehend:us-west-2:111122223333:document-classification-job/1234abcd12ab34cd56ef1234567890ab</code> </p>
        JobStatus:
          allOf:
          - $ref: '#/components/schemas/JobStatus'
          - description: '<p>The status of the job: </p> <ul> <li> <p>SUBMITTED - The job has been received and is queued for processing.</p> </li> <li> <p>IN_PROGRESS - Amazon Comprehend is processing the job.</p> </li> <li> <p>COMPLETED - The job was successfully completed and the output is available.</p> </li> <li> <p>FAILED - The job did not complete. To get details, use the <code>DescribeTopicDetectionJob</code> operation.</p> </li> </ul>'
    EntityLabel:
      type: object
      properties:
        Name:
          allOf:
          - $ref: '#/components/schemas/PiiEntityType'
          - description: The name of the label.
        Score:
          allOf:
          - $ref: '#/components/schemas/Float'
          - description: The level of confidence that Amazon Comprehend has in the accuracy of the detection.
      description: Specifies one of the label or labels that categorize the personally identifiable information (PII) entity being analyzed.
    SentimentDetectionJobProperties:
      type: object
      properties:
        JobId:
          allOf:
          - $ref: '#/components/schemas/JobId'
          - description: The identifier assigned to the sentiment detection job.
        JobArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendArn'
          - description: <p>The Amazon Resource Name (ARN) of the sentiment detection job. It is a unique, fully qualified identifier for the job. It includes the Amazon Web Services account, Amazon Web Services Region, and the job ID. The format of the ARN is as follows:</p> <p> <code>arn:&lt;partition&gt;:comprehend:&lt;region&gt;:&lt;account-id&gt;:sentiment-detection-job/&lt;job-id&gt;</code> </p> <p>The following is an example job ARN:</p> <p> <code>arn:aws:comprehend:us-west-2:111122223333:sentiment-detection-job/1234abcd12ab34cd56ef1234567890ab</code> </p>
        JobName:
          allOf:
          - $ref: '#/components/schemas/JobName'
          - description: The name that you assigned to the sentiment detection job
        JobStatus:
          allOf:
          - $ref: '#/components/schemas/JobStatus'
          - description: The current status of the sentiment detection job. If the status is <code>FAILED</code>, the <code>Messages</code> field shows the reason for the failure.
        Message:
          allOf:
          - $ref: '#/components/schemas/AnyLengthString'
          - description: A description of the status of a job.
        SubmitTime:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: The time that the sentiment detection job was submitted for processing.
        EndTime:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: The time that the sentiment detection job ended.
        InputDataConfig:
          allOf:
          - $ref: '#/components/schemas/InputDataConfig'
          - description: The input data configuration that you supplied when you created the sentiment detection job.
        OutputDataConfig:
          allOf:
          - $ref: '#/components/schemas/OutputDataConfig'
          - description: The output data configuration that you supplied when you created the sentiment detection job.
        LanguageCode:
          allOf:
          - $ref: '#/components/schemas/LanguageCode'
          - description: The language code of the input documents.
        DataAccessRoleArn:
          allOf:
          - $ref: '#/components/schemas/IamRoleArn'
          - description: The Amazon Resource Name (ARN) of the IAM role that grants Amazon Comprehend read access to your input data.
        VolumeKmsKeyId:
          allOf:
          - $ref: '#/components/schemas/KmsKeyId'
          - description: '<p>ID for the Amazon Web Services Key Management Service (KMS) key that Amazon Comprehend uses to encrypt data on the storage volume attached to the ML compute instance(s) that process the analysis job. The VolumeKmsKeyId can be either of the following formats:</p> <ul> <li> <p>KMS Key ID: <code>"1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> <li> <p>Amazon Resource Name (ARN) of a KMS Key: <code>"arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> </ul>'
        VpcConfig:
          allOf:
          - $ref: '#/components/schemas/VpcConfig'
          - description: ' Configuration parameters for a private Virtual Private Cloud (VPC) containing the resources you are using for your sentiment detection job. For more information, see <a href="https://docs.aws.amazon.com/vpc/latest/userguide/what-is-amazon-vpc.html">Amazon VPC</a>. '
      description: Provides information about a sentiment detection job.
    DetectEntitiesResponse:
      type: object
      properties:
        Entities:
          allOf:
          - $ref: '#/components/schemas/ListOfEntities'
          - description: <p>A collection of entities identified in the input text. For each entity, the response provides the entity text, entity type, where the entity text begins and ends, and the level of confidence that Amazon Comprehend has in the detection. </p> <p>If your request uses a custom entity recognition model, Amazon Comprehend detects the entities that the model is trained to recognize. Otherwise, it detects the default entity types. For a list of default entity types, see <a href="https://docs.aws.amazon.com/comprehend/latest/dg/how-entities.html">Entities</a> in the Comprehend Developer Guide. </p>
        DocumentMetadata:
          allOf:
          - $ref: '#/components/schemas/DocumentMetadata'
          - description: 'Information about the document, discovered during text extraction. This field is present in the response only if your request used the <code>Byte</code> parameter. '
        DocumentType:
          allOf:
          - $ref: '#/components/schemas/ListOfDocumentType'
          - description: 'The document type for each page in the input document. This field is present in the response only if your request used the <code>Byte</code> parameter. '
        Blocks:
          allOf:
          - $ref: '#/components/schemas/ListOfBlocks'
          - description: <p>Information about each block of text in the input document. Blocks are nested. A page block contains a block for each line of text, which contains a block for each word. </p> <p>The <code>Block</code> content for a Word input document does not include a <code>Geometry</code> field.</p> <p>The <code>Block</code> field is not present in the response for plain-text inputs.</p>
        Errors:
          allOf:
          - $ref: '#/components/schemas/ListOfErrors'
          - description: Page-level errors that the system detected while processing the input document. The field is empty if the system encountered no errors.
    EndpointPropertiesList:
      type: array
      items:
        $ref: '#/components/schemas/EndpointProperties'
    JobNotFoundException: {}
    SentimentType:
      type: string
      enum:
      - POSITIVE
      - NEGATIVE
      - NEUTRAL
      - MIXED
    BatchItemError:
      type: object
      properties:
        Index:
          allOf:
          - $ref: '#/components/schemas/Integer'
          - description: The zero-based index of the document in the input list.
        ErrorCode:
          allOf:
          - $ref: '#/components/schemas/String'
          - description: The numeric error code of the error.
        ErrorMessage:
          allOf:
          - $ref: '#/components/schemas/String'
          - description: A text description of the error.
      description: Describes an error that occurred while processing a document in a batch. The operation returns on <code>BatchItemError</code> object for each document that contained an error.
    EntityRecognizerEndpointArn:
      type: string
      pattern: arn:aws(-[^:]+)?:comprehend:[a-zA-Z0-9-]*:[0-9]{12}:entity-recognizer-endpoint/[a-zA-Z0-9](-*[a-zA-Z0-9])*
      maxLength: 256
    BatchDetectKeyPhrasesItemResult:
      type: object
      properties:
        Index:
          allOf:
          - $ref: '#/components/schemas/Integer'
          - description: The zero-based index of the document in the input list.
        KeyPhrases:
          allOf:
          - $ref: '#/components/schemas/ListOfKeyPhrases'
          - description: One or more <a>KeyPhrase</a> objects, one for each key phrase detected in the document.
      description: The result of calling the operation. The operation returns one object for each document that is successfully processed by the operation.
    ListTargetedSentimentDetectionJobsRequest:
      type: object
      title: ListTargetedSentimentDetectionJobsRequest
      properties:
        Filter:
          allOf:
          - $ref: '#/components/schemas/TargetedSentimentDetectionJobFilter'
          - description: Filters the jobs that are returned. You can filter jobs on their name, status, or the date and time that they were submitted. You can only set one filter at a time.
        NextToken:
          allOf:
          - $ref: '#/components/schemas/String'
          - description: Identifies the next page of results to return.
        MaxResults:
          allOf:
          - $ref: '#/components/schemas/MaxResultsInteger'
          - description: The maximum number of results to return in each page. The default is 100.
    StartFlywheelIterationResponse:
      type: object
      properties:
        FlywheelArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendFlywheelArn'
          - description: <p/>
        FlywheelIterationId:
          allOf:
          - $ref: '#/components/schemas/FlywheelIterationId'
          - description: <p/>
    BlockReference:
      type: object
      properties:
        BlockId:
          allOf:
          - $ref: '#/components/schemas/String'
          - description: Unique identifier for the block.
        BeginOffset:
          allOf:
          - $ref: '#/components/schemas/Integer'
          - description: Offset of the start of the block within its parent block.
        EndOffset:
          allOf:
          - $ref: '#/components/schemas/Integer'
          - description: Offset of the end of the block within its parent block.
        ChildBlocks:
          allOf:
          - $ref: '#/components/schemas/ListOfChildBlocks'
          - description: List of child blocks within this block.
      description: 'A reference to a block. '
    StopTrainingDocumentClassifierRequest:
      type: object
      required:
      - DocumentClassifierArn
      title: StopTrainingDocumentClassifierRequest
      properties:
        DocumentClassifierArn:
          allOf:
          - $ref: '#/components/schemas/DocumentClassifierArn'
          - description: The Amazon Resource Name (ARN) that identifies the document classifier currently being trained.
    ListFlywheelsRequest:
      type: object
      title: ListFlywheelsRequest
      properties:
        Filter:
          allOf:
          - $ref: '#/components/schemas/FlywheelFilter'
          - description: 'Filters the flywheels that are returned. You can filter flywheels on their status, or the date and time that they were submitted. You can only set one filter at a time. '
        NextToken:
          allOf:
          - $ref: '#/components/schemas/String'
          - description: Identifies the next page of results to return.
        MaxResults:
          allOf:
          - $ref: '#/components/schemas/MaxResultsInteger'
          - description: Maximum number of results to return in a response. The default is 100.
    DetectSentimentResponse:
      type: object
      properties:
        Sentiment:
          allOf:
          - $ref: '#/components/schemas/SentimentType'
          - description: The inferred sentiment that Amazon Comprehend has the highest level of confidence in.
        SentimentScore:
          allOf:
          - $ref: '#/components/schemas/SentimentScore'
          - description: An object that lists the sentiments, and their corresponding confidence levels.
    SecurityGroupIds:
      type: array
      items:
        $ref: '#/components/schemas/SecurityGroupId'
      minItems: 1
      maxItems: 5
    AttributeNamesList:
      type: array
      items:
        $ref: '#/components/schemas/AttributeNamesListItem'
    ModelType:
      type: string
      enum:
      - DOCUMENT_CLASSIFIER
      - ENTITY_RECOGNIZER
    IamRoleArn:
      type: string
      pattern: arn:aws(-[^:]+)?:iam::[0-9]{12}:role/.+
      minLength: 20
      maxLength: 2048
    ComprehendDatasetArn:
      type: string
      pattern: arn:aws(-[^:]+)?:comprehend:[a-zA-Z0-9-]*:[0-9]{12}:flywheel/[a-zA-Z0-9](-*[a-zA-Z0-9])*/dataset/[a-zA-Z0-9](-*[a-zA-Z0-9])*
      maxLength: 256
    ListOfWarnings:
      type: array
      items:
        $ref: '#/components/schemas/WarningsListItem'
    TargetedSentimentDetectionJobProperties:
      type: object
      properties:
        JobId:
          allOf:
          - $ref: '#/components/schemas/JobId'
          - description: The identifier assigned to the targeted sentiment detection job.
        JobArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendArn'
          - description: <p>The Amazon Resource Name (ARN) of the targeted sentiment detection job. It is a unique, fully qualified identifier for the job. It includes the Amazon Web Services account, Amazon Web Services Region, and the job ID. The format of the ARN is as follows:</p> <p> <code>arn:&lt;partition&gt;:comprehend:&lt;region&gt;:&lt;account-id&gt;:targeted-sentiment-detection-job/&lt;job-id&gt;</code> </p> <p>The following is an example job ARN:</p> <p> <code>arn:aws:comprehend:us-west-2:111122223333:targeted-sentiment-detection-job/1234abcd12ab34cd56ef1234567890ab</code> </p>
        JobName:
          allOf:
          - $ref: '#/components/schemas/JobName'
          - description: The name that you assigned to the targeted sentiment detection job.
        JobStatus:
          allOf:
          - $ref: '#/components/schemas/JobStatus'
          - description: The current status of the targeted sentiment detection job. If the status is <code>FAILED</code>, the <code>Messages</code> field shows the reason for the failure.
        Message:
          allOf:
          - $ref: '#/components/schemas/AnyLengthString'
          - description: A description of the status of a job.
        SubmitTime:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: The time that the targeted sentiment detection job was submitted for processing.
        EndTime:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: The time that the targeted sentiment detection job ended.
        InputDataConfig:
          $ref: '#/components/schemas/InputDataConfig'
        OutputDataConfig:
          $ref: '#/components/schemas/OutputDataConfig'
        LanguageCode:
          allOf:
          - $ref: '#/components/schemas/LanguageCode'
          - description: The language code of the input documents.
        DataAccessRoleArn:
          allOf:
          - $ref: '#/components/schemas/IamRoleArn'
          - description: The Amazon Resource Name (ARN) of the IAM role that grants Amazon Comprehend read access to your input data.
        VolumeKmsKeyId:
          allOf:
          - $ref: '#/components/schemas/KmsKeyId'
          - description: '<p>ID for the KMS key that Amazon Comprehend uses to encrypt the data on the storage volume attached to the ML compute instance(s) that process the targeted sentiment detection job. The VolumeKmsKeyId can be either of the following formats:</p> <ul> <li> <p>KMS Key ID: <code>"1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> <li> <p>Amazon Resource Name (ARN) of a KMS Key: <code>"arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> </ul>'
        VpcConfig:
          $ref: '#/components/schemas/VpcConfig'
      description: Provides information about a targeted sentiment detection job.
    FlywheelSummaryList:
      type: array
      items:
        $ref: '#/components/schemas/FlywheelSummary'
    JobId:
      type: string
      pattern: ^([\p{L}\p{Z}\p{N}_.:/=+\-%@]*)$
      minLength: 1
      maxLength: 32
    BoundingBox:
      type: object
      properties:
        Height:
          allOf:
          - $ref: '#/components/schemas/Float'
          - description: The height of the bounding box as a ratio of the overall document page height.
        Left:
          allOf:
          - $ref: '#/components/schemas/Float'
          - description: The left coordinate of the bounding box as a ratio of overall document page width.
        Top:
          allOf:
          - $ref: '#/components/schemas/Float'
          - description: The top coordinate of the bounding box as a ratio of overall document page height.
        Width:
          allOf:
          - $ref: '#/components/schemas/Float'
          - description: The width of the bounding box as a ratio of the overall document page width.
      description: <p>The bounding box around the detected page or around an element on a document page. The left (x-coordinate) and top (y-coordinate) are coordinates that represent the top and left sides of the bounding box. Note that the upper-left corner of the image is the origin (0,0). </p> <p>For additional information, see <a href="https://docs.aws.amazon.com/textract/latest/dg/API_BoundingBox.html">BoundingBox</a> in the Amazon Textract API reference.</p>
    DescribeEndpointResponse:
      type: object
      properties:
        EndpointProperties:
          allOf:
          - $ref: '#/components/schemas/EndpointProperties'
          - description: Describes information associated with the specific endpoint.
    PiiEntity:
      type: object
      properties:
        Score:
          allOf:
          - $ref: '#/components/schemas/Float'
          - description: The level of confidence that Amazon Comprehend has in the accuracy of the detection.
        Type:
          allOf:
          - $ref: '#/components/schemas/PiiEntityType'
          - description: The entity's type.
        BeginOffset:
          allOf:
          - $ref: '#/components/schemas/Integer'
          - description: The zero-based offset from the beginning of the source text to the first character in the entity.
        EndOffset:
          allOf:
          - $ref: '#/components/schemas/Integer'
          - description: The zero-based offset from the beginning of the source text to the last character in the entity.
      description: Provides information about a PII entity.
    BatchDetectTargetedSentimentResponse:
      type: object
      required:
      - ResultList
      - ErrorList
      properties:
        ResultList:
          allOf:
          - $ref: '#/components/schemas/ListOfDetectTargetedSentimentResult'
          - description: A list of objects containing the results of the operation. The results are sorted in ascending order by the <code>Index</code> field and match the order of the documents in the input list. If all of the documents contain an error, the <code>ResultList</code> is empty.
        ErrorList:
          allOf:
          - $ref: '#/components/schemas/BatchItemErrorList'
          - description: List of errors that the operation can return.
    DatasetAugmentedManifestsList:
      type: array
      items:
        $ref: '#/components/schemas/DatasetAugmentedManifestsListItem'
    EventsDetectionJobProperties:
      type: object
      properties:
        JobId:
          allOf:
          - $ref: '#/components/schemas/JobId'
          - description: The identifier assigned to the events detection job.
        JobArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendArn'
          - description: <p>The Amazon Resource Name (ARN) of the events detection job. It is a unique, fully qualified identifier for the job. It includes the Amazon Web Services account, Amazon Web Services Region, and the job ID. The format of the ARN is as follows:</p> <p> <code>arn:&lt;partition&gt;:comprehend:&lt;region&gt;:&lt;account-id&gt;:events-detection-job/&lt;job-id&gt;</code> </p> <p>The following is an example job ARN:</p> <p> <code>arn:aws:comprehend:us-west-2:111122223333:events-detection-job/1234abcd12ab34cd56ef1234567890ab</code> </p>
        JobName:
          allOf:
          - $ref: '#/components/schemas/JobName'
          - description: The name you assigned the events detection job.
        JobStatus:
          allOf:
          - $ref: '#/components/schemas/JobStatus'
          - description: The current status of the events detection job.
        Message:
          allOf:
          - $ref: '#/components/schemas/AnyLengthString'
          - description: A description of the status of the events detection job.
        SubmitTime:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: The time that the events detection job was submitted for processing.
        EndTime:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: The time that the events detection job completed.
        InputDataConfig:
          allOf:
          - $ref: '#/components/schemas/InputDataConfig'
          - description: The input data configuration that you supplied when you created the events detection job.
        OutputDataConfig:
          allOf:
          - $ref: '#/components/schemas/OutputDataConfig'
          - description: The output data configuration that you supplied when you created the events detection job.
        LanguageCode:
          allOf:
          - $ref: '#/components/schemas/LanguageCode'
          - description: The language code of the input documents.
        DataAccessRoleArn:
          allOf:
          - $ref: '#/components/schemas/IamRoleArn'
          - description: The Amazon Resource Name (ARN) of the IAM role that grants Amazon Comprehend read access to your input data.
        TargetEventTypes:
          allOf:
          - $ref: '#/components/schemas/TargetEventTypes'
          - description: The types of events that are detected by the job.
      description: Provides information about an events detection job.
    StopTargetedSentimentDetectionJobRequest:
      type: object
      required:
      - JobId
      title: StopTargetedSentimentDetectionJobRequest
      properties:
        JobId:
          allOf:
          - $ref: '#/components/schemas/JobId'
          - description: The identifier of the targeted sentiment detection job to stop.
    ListDocumentClassifiersResponse:
      type: object
      properties:
        DocumentClassifierPropertiesList:
          allOf:
          - $ref: '#/components/schemas/DocumentClassifierPropertiesList'
          - description: A list containing the properties of each job returned.
        NextToken:
          allOf:
          - $ref: '#/components/schemas/String'
          - description: Identifies the next page of results to return.
    DescribePiiEntitiesDetectionJobResponse:
      type: object
      properties:
        PiiEntitiesDetectionJobProperties:
          $ref: '#/components/schemas/PiiEntitiesDetectionJobProperties'
    SentimentDetectionJobFilter:
      type: object
      properties:
        JobName:
          allOf:
          - $ref: '#/components/schemas/JobName'
          - description: Filters on the name of the job.
        JobStatus:
          allOf:
          - $ref: '#/components/schemas/JobStatus'
          - description: Filters the list of jobs based on job status. Returns only jobs with the specified status.
        SubmitTimeBefore:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: Filters the list of jobs based on the time that the job was submitted for processing. Returns only jobs submitted before the specified time. Jobs are returned in ascending order, oldest to newest.
        SubmitTimeAfter:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: Filters the list of jobs based on the time that the job was submitted for processing. Returns only jobs submitted after the specified time. Jobs are returned in descending order, newest to oldest.
      description: Provides information for filtering a list of dominant language detection jobs. For more information, see the operation.
    DatasetDataFormat:
      type: string
      enum:
      - COMPREHEND_CSV
      - AUGMENTED_MANIFEST
    EntityRecognizerEvaluationMetrics:
      type: object
      properties:
        Precision:
          allOf:
          - $ref: '#/components/schemas/Double'
          - description: 'A measure of the usefulness of the recognizer results in the test data. High precision means that the recognizer returned substantially more relevant results than irrelevant ones. '
        Recall:
          allOf:
          - $ref: '#/components/schemas/Double'
          - description: A measure of how complete the recognizer results are for the test data. High recall means that the recognizer returned most of the relevant results.
        F1Score:
          allOf:
          - $ref: '#/components/schemas/Double'
          - description: 'A measure of how accurate the recognizer results are for the test data. It is derived from the <code>Precision</code> and <code>Recall</code> values. The <code>F1Score</code> is the harmonic average of the two scores. For plain text entity recognizer models, the range is 0 to 100, where 100 is the best score. For PDF/Word entity recognizer models, the range is 0 to 1, where 1 is the best score. '
      description: 'Detailed information about the accuracy of an entity recognizer. '
    BatchDetectTargetedSentimentItemResult:
      type: object
      properties:
        Index:
          allOf:
          - $ref: '#/components/schemas/Integer'
          - description: The zero-based index of this result in the input list.
        Entities:
          allOf:
          - $ref: '#/components/schemas/ListOfTargetedSentimentEntities'
          - description: An array of targeted sentiment entities.
      description: Analysis results for one of the documents in the batch.
    DeleteEntityRecognizerResponse:
      type: object
      properties: {}
    StopKeyPhrasesDetectionJobResponse:
      type: object
      properties:
        JobId:
          allOf:
          - $ref: '#/components/schemas/JobId'
          - description: The identifier of the key phrases detection job to stop.
        JobStatus:
          allOf:
          - $ref: '#/components/schemas/JobStatus'
          - description: Either <code>STOP_REQUESTED</code> if the job is currently running, or <code>STOPPED</code> if the job was previously stopped with the <code>StopKeyPhrasesDetectionJob</code> operation.
    ListEntityRecognizerSummariesResponse:
      type: object
      properties:
        EntityRecognizerSummariesList:
          allOf:
          - $ref: '#/components/schemas/EntityRecognizerSummariesList'
          - description: The list entity recognizer summaries.
        NextToken:
          allOf:
          - $ref: '#/components/schemas/String'
          - description: Identifies the next page of results to return.
    KeyPhrasesDetectionJobProperties:
      type: object
      properties:
        JobId:
          allOf:
          - $ref: '#/components/schemas/JobId'
          - description: The identifier assigned to the key phrases detection job.
        JobArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendArn'
          - description: <p>The Amazon Resource Name (ARN) of the key phrases detection job. It is a unique, fully qualified identifier for the job. It includes the Amazon Web Services account, Amazon Web Services Region, and the job ID. The format of the ARN is as follows:</p> <p> <code>arn:&lt;partition&gt;:comprehend:&lt;region&gt;:&lt;account-id&gt;:key-phrases-detection-job/&lt;job-id&gt;</code> </p> <p>The following is an example job ARN:</p> <p> <code>arn:aws:comprehend:us-west-2:111122223333:key-phrases-detection-job/1234abcd12ab34cd56ef1234567890ab</code> </p>
        JobName:
          allOf:
          - $ref: '#/components/schemas/JobName'
          - description: The name that you assigned the key phrases detection job.
        JobStatus:
          allOf:
          - $ref: '#/components/schemas/JobStatus'
          - description: The current status of the key phrases detection job. If the status is <code>FAILED</code>, the <code>Message</code> field shows the reason for the failure.
        Message:
          allOf:
          - $ref: '#/components/schemas/AnyLengthString'
          - description: A description of the status of a job.
        SubmitTime:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: The time that the key phrases detection job was submitted for processing.
        EndTime:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: The time that the key phrases detection job completed.
        InputDataConfig:
          allOf:
          - $ref: '#/components/schemas/InputDataConfig'
          - description: The input data configuration that you supplied when you created the key phrases detection job.
        OutputDataConfig:
          allOf:
          - $ref: '#/components/schemas/OutputDataConfig'
          - description: The output data configuration that you supplied when you created the key phrases detection job.
        LanguageCode:
          allOf:
          - $ref: '#/components/schemas/LanguageCode'
          - description: The language code of the input documents.
        DataAccessRoleArn:
          allOf:
          - $ref: '#/components/schemas/IamRoleArn'
          - description: The Amazon Resource Name (ARN) of the IAM role that grants Amazon Comprehend read access to your input data.
        VolumeKmsKeyId:
          allOf:
          - $ref: '#/components/schemas/KmsKeyId'
          - description: '<p>ID for the KMS key that Amazon Comprehend uses to encrypt data on the storage volume attached to the ML compute instance(s) that process the analysis job. The VolumeKmsKeyId can be either of the following formats:</p> <ul> <li> <p>KMS Key ID: <code>"1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> <li> <p>Amazon Resource Name (ARN) of a KMS Key: <code>"arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> </ul>'
        VpcConfig:
          allOf:
          - $ref: '#/components/schemas/VpcConfig'
          - description: ' Configuration parameters for a private Virtual Private Cloud (VPC) containing the resources you are using for your key phrases detection job. For more information, see <a href="https://docs.aws.amazon.com/vpc/latest/userguide/what-is-amazon-vpc.html">Amazon VPC</a>. '
      description: Provides information about a key phrases detection job.
    DeleteResourcePolicyRequest:
      type: object
      required:
      - ResourceArn
      title: DeleteResourcePolicyRequest
      properties:
        ResourceArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendModelArn'
          - description: The Amazon Resource Name (ARN) of the custom model version that has the policy to delete.
        PolicyRevisionId:
          allOf:
          - $ref: '#/components/schemas/PolicyRevisionId'
          - description: The revision ID of the policy to delete.
    StopSentimentDetectionJobResponse:
      type: object
      properties:
        JobId:
          allOf:
          - $ref: '#/components/schemas/JobId'
          - description: The identifier of the sentiment detection job to stop.
        JobStatus:
          allOf:
          - $ref: '#/components/schemas/JobStatus'
          - description: Either <code>STOP_REQUESTED</code> if the job is currently running, or <code>STOPPED</code> if the job was previously stopped with the <code>StopSentimentDetectionJob</code> operation.
    AugmentedManifestsListItem:
      type: object
      required:
      - S3Uri
      - AttributeNames
      properties:
        S3Uri:
          allOf:
          - $ref: '#/components/schemas/S3Uri'
          - description: The Amazon S3 location of the augmented manifest file.
        Split:
          allOf:
          - $ref: '#/components/schemas/Split'
          - description: <p>The purpose of the data you've provided in the augmented manifest. You can either train or test this data. If you don't specify, the default is train.</p> <p>TRAIN - all of the documents in the manifest will be used for training. If no test documents are provided, Amazon Comprehend will automatically reserve a portion of the training documents for testing.</p> <p> TEST - all of the documents in the manifest will be used for testing.</p>
        AttributeNames:
          allOf:
          - $ref: '#/components/schemas/AttributeNamesList'
          - description: <p>The JSON attribute that contains the annotations for your training documents. The number of attribute names that you specify depends on whether your augmented manifest file is the output of a single labeling job or a chained labeling job.</p> <p>If your file is the output of a single labeling job, specify the LabelAttributeName key that was used when the job was created in Ground Truth.</p> <p>If your file is the output of a chained labeling job, specify the LabelAttributeName key for one or more jobs in the chain. Each LabelAttributeName key provides the annotations from an individual job.</p>
        AnnotationDataS3Uri:
          allOf:
          - $ref: '#/components/schemas/S3Uri'
          - description: The S3 prefix to the annotation files that are referred in the augmented manifest file.
        SourceDocumentsS3Uri:
          allOf:
          - $ref: '#/components/schemas/S3Uri'
          - description: The S3 prefix to the source files (PDFs) that are referred to in the augmented manifest file.
        DocumentType:
          allOf:
          - $ref: '#/components/schemas/AugmentedManifestsDocumentTypeFormat'
          - description: <p>The type of augmented manifest. PlainTextDocument or SemiStructuredDocument. If you don't specify, the default is PlainTextDocument. </p> <ul> <li> <p> <code>PLAIN_TEXT_DOCUMENT</code> A document type that represents any unicode text that is encoded in UTF-8.</p> </li> <li> <p> <code>SEMI_STRUCTURED_DOCUMENT</code> A document type with positional and structural context, like a PDF. For training with Amazon Comprehend, only PDFs are supported. For inference, Amazon Comprehend support PDFs, DOCX and TXT.</p> </li> </ul>
      description: An augmented manifest file that provides training data for your custom model. An augmented manifest file is a labeled dataset that is produced by Amazon SageMaker Ground Truth.
    StopEventsDetectionJobRequest:
      type: object
      required:
      - JobId
      title: StopEventsDetectionJobRequest
      properties:
        JobId:
          allOf:
          - $ref: '#/components/schemas/JobId'
          - description: The identifier of the events detection job to stop.
    ListDatasetsResponse:
      type: object
      properties:
        DatasetPropertiesList:
          allOf:
          - $ref: '#/components/schemas/DatasetPropertiesList'
          - description: The dataset properties list.
        NextToken:
          allOf:
          - $ref: '#/components/schemas/String'
          - description: Identifies the next page of results to return.
    DetectDominantLanguageRequest:
      type: object
      required:
      - Text
      title: DetectDominantLanguageRequest
      properties:
        Text:
          allOf:
          - $ref: '#/components/schemas/CustomerInputString'
          - description: A UTF-8 text string. The string must contain at least 20 characters. The maximum string size is 100 KB.
    DescribeEndpointRequest:
      type: object
      required:
      - EndpointArn
      title: DescribeEndpointRequest
      properties:
        EndpointArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendEndpointArn'
          - description: The Amazon Resource Number (ARN) of the endpoint being described.
    TargetedSentimentEntity:
      type: object
      properties:
        DescriptiveMentionIndex:
          allOf:
          - $ref: '#/components/schemas/ListOfDescriptiveMentionIndices'
          - description: One or more index into the Mentions array that provides the best name for the entity group.
        Mentions:
          allOf:
          - $ref: '#/components/schemas/ListOfMentions'
          - description: 'An array of mentions of the entity in the document. The array represents a co-reference group. See <a href="https://docs.aws.amazon.com/comprehend/latest/dg/how-targeted-sentiment.html#how-targeted-sentiment-values"> Co-reference group</a> for an example. '
      description: <p>Information about one of the entities found by targeted sentiment analysis.</p> <p>For more information about targeted sentiment, see <a href="https://docs.aws.amazon.com/comprehend/latest/dg/how-targeted-sentiment.html">Targeted sentiment</a>.</p>
    DeleteEndpointRequest:
      type: object
      required:
      - EndpointArn
      title: DeleteEndpointRequest
      properties:
        EndpointArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendEndpointArn'
          - description: The Amazon Resource Number (ARN) of the endpoint being deleted.
    UpdateFlywheelRequest:
      type: object
      required:
      - FlywheelArn
      title: UpdateFlywheelRequest
      properties:
        FlywheelArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendFlywheelArn'
          - description: The Amazon Resource Number (ARN) of the flywheel to update.
        ActiveModelArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendModelArn'
          - description: The Amazon Resource Number (ARN) of the active model version.
        DataAccessRoleArn:
          allOf:
          - $ref: '#/components/schemas/IamRoleArn'
          - description: The Amazon Resource Name (ARN) of the IAM role that grants Amazon Comprehend permission to access the flywheel data.
        DataSecurityConfig:
          allOf:
          - $ref: '#/components/schemas/UpdateDataSecurityConfig'
          - description: Flywheel data security configuration.
    EventTypeString:
      type: string
      pattern: '[A-Z_]*'
      minLength: 1
      maxLength: 40
    DocumentClassifierSummary:
      type: object
      properties:
        DocumentClassifierName:
          allOf:
          - $ref: '#/components/schemas/ComprehendArnName'
          - description: The name that you assigned the document classifier.
        NumberOfVersions:
          allOf:
          - $ref: '#/components/schemas/Integer'
          - description: The number of versions you created.
        LatestVersionCreatedAt:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: The time that the latest document classifier version was submitted for processing.
        LatestVersionName:
          allOf:
          - $ref: '#/components/schemas/VersionName'
          - description: The version name you assigned to the latest document classifier version.
        LatestVersionStatus:
          allOf:
          - $ref: '#/components/schemas/ModelStatus'
          - description: Provides the status of the latest document classifier version.
      description: Describes information about a document classifier and its versions.
    FlywheelIterationStatus:
      type: string
      enum:
      - TRAINING
      - EVALUATING
      - COMPLETED
      - FAILED
      - STOP_REQUESTED
      - STOPPED
    ResourceNotFoundException: {}
    DominantLanguageDetectionJobFilter:
      type: object
      properties:
        JobName:
          allOf:
          - $ref: '#/components/schemas/JobName'
          - description: Filters on the name of the job.
        JobStatus:
          allOf:
          - $ref: '#/components/schemas/JobStatus'
          - description: Filters the list of jobs based on job status. Returns only jobs with the specified status.
        SubmitTimeBefore:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: Filters the list of jobs based on the time that the job was submitted for processing. Returns only jobs submitted before the specified time. Jobs are returned in ascending order, oldest to newest.
        SubmitTimeAfter:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: Filters the list of jobs based on the time that the job was submitted for processing. Returns only jobs submitted after the specified time. Jobs are returned in descending order, newest to oldest.
      description: Provides information for filtering a list of dominant language detection jobs. For more information, see the operation.
    DocumentTypeListItem:
      type: object
      properties:
        Page:
          allOf:
          - $ref: '#/components/schemas/Integer'
          - description: Page number.
        Type:
          allOf:
          - $ref: '#/components/schemas/DocumentType'
          - description: Document type.
      description: Document type for each page in the document.
    DescribeEventsDetectionJobResponse:
      type: object
      properties:
        EventsDetectionJobProperties:
          allOf:
          - $ref: '#/components/schemas/EventsDetectionJobProperties'
          - description: An object that contains the properties associated with an event detection job.
    DominantLanguageDetectionJobProperties:
      type: object
      properties:
        JobId:
          allOf:
          - $ref: '#/components/schemas/JobId'
          - description: The identifier assigned to the dominant language detection job.
        JobArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendArn'
          - description: <p>The Amazon Resource Name (ARN) of the dominant language detection job. It is a unique, fully qualified identifier for the job. It includes the Amazon Web Services account, Amazon Web Services Region, and the job ID. The format of the ARN is as follows:</p> <p> <code>arn:&lt;partition&gt;:comprehend:&lt;region&gt;:&lt;account-id&gt;:dominant-language-detection-job/&lt;job-id&gt;</code> </p> <p>The following is an example job ARN:</p> <p> <code>arn:aws:comprehend:us-west-2:111122223333:dominant-language-detection-job/1234abcd12ab34cd56ef1234567890ab</code> </p>
        JobName:
          allOf:
          - $ref: '#/components/schemas/JobName'
          - description: The name that you assigned to the dominant language detection job.
        JobStatus:
          allOf:
          - $ref: '#/components/schemas/JobStatus'
          - description: The current status of the dominant language detection job. If the status is <code>FAILED</code>, the <code>Message</code> field shows the reason for the failure.
        Message:
          allOf:
          - $ref: '#/components/schemas/AnyLengthString'
          - description: A description for the status of a job.
        SubmitTime:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: The time that the dominant language detection job was submitted for processing.
        EndTime:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: The time that the dominant language detection job completed.
        InputDataConfig:
          allOf:
          - $ref: '#/components/schemas/InputDataConfig'
          - description: The input data configuration that you supplied when you created the dominant language detection job.
        OutputDataConfig:
          allOf:
          - $ref: '#/components/schemas/OutputDataConfig'
          - description: The output data configuration that you supplied when you created the dominant language detection job.
        DataAccessRoleArn:
          allOf:
          - $ref: '#/components/schemas/IamRoleArn'
          - description: The Amazon Resource Name (ARN) of the IAM role that grants Amazon Comprehend read access to your input data.
        VolumeKmsKeyId:
          allOf:
          - $ref: '#/components/schemas/KmsKeyId'
          - description: '<p>ID for the Amazon Web Services Key Management Service (KMS) key that Amazon Comprehend uses to encrypt data on the storage volume attached to the ML compute instance(s) that process the analysis job. The VolumeKmsKeyId can be either of the following formats:</p> <ul> <li> <p>KMS Key ID: <code>"1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> <li> <p>Amazon Resource Name (ARN) of a KMS Key: <code>"arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> </ul>'
        VpcConfig:
          allOf:
          - $ref: '#/components/schemas/VpcConfig'
          - description: ' Configuration parameters for a private Virtual Private Cloud (VPC) containing the resources you are using for your dominant language detection job. For more information, see <a href="https://docs.aws.amazon.com/vpc/latest/userguide/what-is-amazon-vpc.html">Amazon VPC</a>. '
      description: Provides information about a dominant language detection job.
    ListOfDocumentType:
      type: array
      items:
        $ref: '#/components/schemas/DocumentTypeListItem'
    EntityTypesList:
      type: array
      items:
        $ref: '#/components/schemas/EntityTypesListItem'
    Double:
      type: number
      format: double
    StopDominantLanguageDetectionJobResponse:
      type: object
      properties:
        JobId:
          allOf:
          - $ref: '#/components/schemas/JobId'
          - description: The identifier of the dominant language detection job to stop.
        JobStatus:
          allOf:
          - $ref: '#/components/schemas/JobStatus'
          - description: Either <code>STOP_REQUESTED</code> if the job is currently running, or <code>STOPPED</code> if the job was previously stopped with the <code>StopDominantLanguageDetectionJob</code> operation.
    StartEntitiesDetectionJobRequest:
      type: object
      required:
      - InputDataConfig
      - OutputDataConfig
      - DataAccessRoleArn
      - LanguageCode
      title: StartEntitiesDetectionJobRequest
      properties:
        InputDataConfig:
          allOf:
          - $ref: '#/components/schemas/InputDataConfig'
          - description: Specifies the format and location of the input data for the job.
        OutputDataConfig:
          allOf:
          - $ref: '#/components/schemas/OutputDataConfig'
          - description: Specifies where to send the output files.
        DataAccessRoleArn:
          allOf:
          - $ref: '#/components/schemas/IamRoleArn'
          - description: The Amazon Resource Name (ARN) of the IAM role that grants Amazon Comprehend read access to your input data. For more information, see <a href="https://docs.aws.amazon.com/comprehend/latest/dg/security_iam_id-based-policy-examples.html#auth-role-permissions">Role-based permissions</a>.
        JobName:
          allOf:
          - $ref: '#/components/schemas/JobName'
          - description: The identifier of the job.
        EntityRecognizerArn:
          allOf:
          - $ref: '#/components/schemas/EntityRecognizerArn'
          - description: The Amazon Resource Name (ARN) that identifies the specific entity recognizer to be used by the <code>StartEntitiesDetectionJob</code>. This ARN is optional and is only used for a custom entity recognition job.
        LanguageCode:
          allOf:
          - $ref: '#/components/schemas/LanguageCode'
          - description: The language of the input documents. All documents must be in the same language. You can specify any of the languages supported by Amazon Comprehend. If custom entities recognition is used, this parameter is ignored and the language used for training the model is used instead.
        ClientRequestToken:
          allOf:
          - $ref: '#/components/schemas/ClientRequestTokenString'
          - description: A unique identifier for the request. If you don't set the client request token, Amazon Comprehend generates one.
        VolumeKmsKeyId:
          allOf:
          - $ref: '#/components/schemas/KmsKeyId'
          - description: '<p>ID for the Amazon Web Services Key Management Service (KMS) key that Amazon Comprehend uses to encrypt data on the storage volume attached to the ML compute instance(s) that process the analysis job. The VolumeKmsKeyId can be either of the following formats:</p> <ul> <li> <p>KMS Key ID: <code>"1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> <li> <p>Amazon Resource Name (ARN) of a KMS Key: <code>"arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> </ul>'
        VpcConfig:
          allOf:
          - $ref: '#/components/schemas/VpcConfig'
          - description: 'Configuration parameters for an optional private Virtual Private Cloud (VPC) containing the resources you are using for your entity detection job. For more information, see <a href="https://docs.aws.amazon.com/vpc/latest/userguide/what-is-amazon-vpc.html">Amazon VPC</a>. '
        Tags:
          allOf:
          - $ref: '#/components/schemas/TagList'
          - description: Tags to associate with the entities detection job. A tag is a key-value pair that adds metadata to a resource used by Amazon Comprehend. For example, a tag with "Sales" as the key might be added to a resource to indicate its use by the sales department.
        FlywheelArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendFlywheelArn'
          - description: The Amazon Resource Number (ARN) of the flywheel associated with the model to use.
    StartKeyPhrasesDetectionJobResponse:
      type: object
      properties:
        JobId:
          allOf:
          - $ref: '#/components/schemas/JobId'
          - description: The identifier generated for the job. To get the status of a job, use this identifier with the operation.
        JobArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendArn'
          - description: <p>The Amazon Resource Name (ARN) of the key phrase detection job. It is a unique, fully qualified identifier for the job. It includes the Amazon Web Services account, Amazon Web Services Region, and the job ID. The format of the ARN is as follows:</p> <p> <code>arn:&lt;partition&gt;:comprehend:&lt;region&gt;:&lt;account-id&gt;:key-phrases-detection-job/&lt;job-id&gt;</code> </p> <p>The following is an example job ARN:</p> <p> <code>arn:aws:comprehend:us-west-2:111122223333:key-phrases-detection-job/1234abcd12ab34cd56ef1234567890ab</code> </p>
        JobStatus:
          allOf:
          - $ref: '#/components/schemas/JobStatus'
          - description: <p>The status of the job. </p> <ul> <li> <p>SUBMITTED - The job has been received and is queued for processing.</p> </li> <li> <p>IN_PROGRESS - Amazon Comprehend is processing the job.</p> </li> <li> <p>COMPLETED - The job was successfully completed and the output is available.</p> </li> <li> <p>FAILED - The job did not complete. To get details, use the operation.</p> </li> </ul>
    ListEntityRecognizerSummariesRequest:
      type: object
      title: ListEntityRecognizerSummariesRequest
      properties:
        NextToken:
          allOf:
          - $ref: '#/components/schemas/String'
          - description: Identifies the next page of results to return.
        MaxResults:
          allOf:
          - $ref: '#/components/schemas/MaxResultsInteger'
          - description: The maximum number of results to return on each page. The default is 100.
    FlywheelIterationProperties:
      type: object
      properties:
        FlywheelArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendFlywheelArn'
          - description: <p/>
        FlywheelIterationId:
          allOf:
          - $ref: '#/components/schemas/FlywheelIterationId'
          - description: <p/>
        CreationTime:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: The creation start time of the flywheel iteration.
        EndTime:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: The completion time of this flywheel iteration.
        Status:
          allOf:
          - $ref: '#/components/schemas/FlywheelIterationStatus'
          - description: The status of the flywheel iteration.
        Message:
          allOf:
          - $ref: '#/components/schemas/AnyLengthString'
          - description: A description of the status of the flywheel iteration.
        EvaluatedModelArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendModelArn'
          - description: The ARN of the evaluated model associated with this flywheel iteration.
        EvaluatedModelMetrics:
          $ref: '#/components/schemas/FlywheelModelEvaluationMetrics'
        TrainedModelArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendModelArn'
          - description: The ARN of the trained model associated with this flywheel iteration.
        TrainedModelMetrics:
          allOf:
          - $ref: '#/components/schemas/FlywheelModelEvaluationMetrics'
          - description: The metrics associated with the trained model.
        EvaluationManifestS3Prefix:
          allOf:
          - $ref: '#/components/schemas/S3Uri'
          - description: <p/>
      description: The configuration properties of a flywheel iteration.
    DatasetAugmentedManifestsListItem:
      type: object
      required:
      - AttributeNames
      - S3Uri
      properties:
        AttributeNames:
          allOf:
          - $ref: '#/components/schemas/AttributeNamesList'
          - description: <p>The JSON attribute that contains the annotations for your training documents. The number of attribute names that you specify depends on whether your augmented manifest file is the output of a single labeling job or a chained labeling job.</p> <p>If your file is the output of a single labeling job, specify the LabelAttributeName key that was used when the job was created in Ground Truth.</p> <p>If your file is the output of a chained labeling job, specify the LabelAttributeName key for one or more jobs in the chain. Each LabelAttributeName key provides the annotations from an individual job.</p>
        S3Uri:
          allOf:
          - $ref: '#/components/schemas/S3Uri'
          - description: The Amazon S3 location of the augmented manifest file.
        AnnotationDataS3Uri:
          allOf:
          - $ref: '#/components/schemas/S3Uri'
          - description: The S3 prefix to the annotation files that are referred in the augmented manifest file.
        SourceDocumentsS3Uri:
          allOf:
          - $ref: '#/components/schemas/S3Uri'
          - description: The S3 prefix to the source files (PDFs) that are referred to in the augmented manifest file.
        DocumentType:
          allOf:
          - $ref: '#/components/schemas/AugmentedManifestsDocumentTypeFormat'
          - description: <p>The type of augmented manifest. If you don't specify, the default is PlainTextDocument. </p> <p> <code>PLAIN_TEXT_DOCUMENT</code> A document type that represents any unicode text that is encoded in UTF-8.</p>
      description: An augmented manifest file that provides training data for your custom model. An augmented manifest file is a labeled dataset that is produced by Amazon SageMaker Ground Truth.
    InputFormat:
      type: string
      enum:
      - ONE_DOC_PER_FILE
      - ONE_DOC_PER_LINE
    EntityRecognizerInputDataConfig:
      type: object
      required:
      - EntityTypes
      properties:
        DataFormat:
          allOf:
          - $ref: '#/components/schemas/EntityRecognizerDataFormat'
          - description: '<p>The format of your training data:</p> <ul> <li> <p> <code>COMPREHEND_CSV</code>: A CSV file that supplements your training documents. The CSV file contains information about the custom entities that your trained model will detect. The required format of the file depends on whether you are providing annotations or an entity list.</p> <p>If you use this value, you must provide your CSV file by using either the <code>Annotations</code> or <code>EntityList</code> parameters. You must provide your training documents by using the <code>Documents</code> parameter.</p> </li> <li> <p> <code>AUGMENTED_MANIFEST</code>: A labeled dataset that is produced by Amazon SageMaker Ground Truth. This file is in JSON lines format. Each line is a complete JSON object that contains a training document and its labels. Each label annotates a named entity in the training document. </p> <p>If you use this value, you must provide the <code>AugmentedManifests</code> parameter in your request.</p> </li> </ul> <p>If you don''t specify a value, Amazon Comprehend uses <code>COMPREHEND_CSV</code> as the default.</p>'
        EntityTypes:
          allOf:
          - $ref: '#/components/schemas/EntityTypesList'
          - description: '<p>The entity types in the labeled training data that Amazon Comprehend uses to train the custom entity recognizer. Any entity types that you don''t specify are ignored.</p> <p>A maximum of 25 entity types can be used at one time to train an entity recognizer. Entity types must not contain the following invalid characters: \n (line break), \\n (escaped line break), \r (carriage return), \\r (escaped carriage return), \t (tab), \\t (escaped tab), space, and , (comma). </p>'
        Documents:
          allOf:
          - $ref: '#/components/schemas/EntityRecognizerDocuments'
          - description: <p>The S3 location of the folder that contains the training documents for your custom entity recognizer.</p> <p>This parameter is required if you set <code>DataFormat</code> to <code>COMPREHEND_CSV</code>.</p>
        Annotations:
          allOf:
          - $ref: '#/components/schemas/EntityRecognizerAnnotations'
          - description: The S3 location of the CSV file that annotates your training documents.
        EntityList:
          allOf:
          - $ref: '#/components/schemas/EntityRecognizerEntityList'
          - description: The S3 location of the CSV file that has the entity list for your custom entity recognizer.
        AugmentedManifests:
          allOf:
          - $ref: '#/components/schemas/EntityRecognizerAugmentedManifestsList'
          - description: <p>A list of augmented manifest files that provide training data for your custom model. An augmented manifest file is a labeled dataset that is produced by Amazon SageMaker Ground Truth.</p> <p>This parameter is required if you set <code>DataFormat</code> to <code>AUGMENTED_MANIFEST</code>.</p>
      description: Specifies the format and location of the input data.
    SecurityGroupId:
      type: string
      pattern: '[-0-9a-zA-Z]+'
      minLength: 1
      maxLength: 32
    DetectSyntaxRequest:
      type: object
      required:
      - Text
      - LanguageCode
      title: DetectSyntaxRequest
      properties:
        Text:
          allOf:
          - $ref: '#/components/schemas/CustomerInputString'
          - description: A UTF-8 string. The maximum string size is 5 KB.
        LanguageCode:
          allOf:
          - $ref: '#/components/schemas/SyntaxLanguageCode'
          - description: 'The language code of the input documents. You can specify any of the following languages supported by Amazon Comprehend: German ("de"), English ("en"), Spanish ("es"), French ("fr"), Italian ("it"), or Portuguese ("pt").'
    RedactionConfig:
      type: object
      properties:
        PiiEntityTypes:
          allOf:
          - $ref: '#/components/schemas/ListOfPiiEntityTypes'
          - description: An array of the types of PII entities that Amazon Comprehend detects in the input text for your request.
        MaskMode:
          allOf:
          - $ref: '#/components/schemas/PiiEntitiesDetectionMaskMode'
          - description: Specifies whether the PII entity is redacted with the mask character or the entity type.
        MaskCharacter:
          allOf:
          - $ref: '#/components/schemas/MaskCharacter'
          - description: A character that replaces each character in the redacted PII entity.
      description: Provides configuration parameters for PII entity redaction.
    BatchDetectDominantLanguageResponse:
      type: object
      required:
      - ResultList
      - ErrorList
      properties:
        ResultList:
          allOf:
          - $ref: '#/components/schemas/ListOfDetectDominantLanguageResult'
          - description: A list of objects containing the results of the operation. The results are sorted in ascending order by the <code>Index</code> field and match the order of the documents in the input list. If all of the documents contain an error, the <code>ResultList</code> is empty.
        ErrorList:
          allOf:
          - $ref: '#/components/schemas/BatchItemErrorList'
          - description: A list containing one object for each document that contained an error. The results are sorted in ascending order by the <code>Index</code> field and match the order of the documents in the input list. If there are no errors in the batch, the <code>ErrorList</code> is empty.
    BatchDetectSyntaxResponse:
      type: object
      required:
      - ResultList
      - ErrorList
      properties:
        ResultList:
          allOf:
          - $ref: '#/components/schemas/ListOfDetectSyntaxResult'
          - description: A list of objects containing the results of the operation. The results are sorted in ascending order by the <code>Index</code> field and match the order of the documents in the input list. If all of the documents contain an error, the <code>ResultList</code> is empty.
        ErrorList:
          allOf:
          - $ref: '#/components/schemas/BatchItemErrorList'
          - description: A list containing one object for each document that contained an error. The results are sorted in ascending order by the <code>Index</code> field and match the order of the documents in the input list. If there are no errors in the batch, the <code>ErrorList</code> is empty.
    ListOfDetectSyntaxResult:
      type: array
      items:
        $ref: '#/components/schemas/BatchDetectSyntaxItemResult'
    SyntaxLanguageCode:
      type: string
      enum:
      - en
      - es
      - fr
      - de
      - it
      - pt
    DescribeFlywheelRequest:
      type: object
      required:
      - FlywheelArn
      title: DescribeFlywheelRequest
      properties:
        FlywheelArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendFlywheelArn'
          - description: The Amazon Resource Number (ARN) of the flywheel.
    DescribeDocumentClassifierResponse:
      type: object
      properties:
        DocumentClassifierProperties:
          allOf:
          - $ref: '#/components/schemas/DocumentClassifierProperties'
          - description: An object that contains the properties associated with a document classifier.
    CreateDatasetResponse:
      type: object
      properties:
        DatasetArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendDatasetArn'
          - description: The ARN of the dataset.
    UntagResourceResponse:
      type: object
      properties: {}
    DescribeEntitiesDetectionJobRequest:
      type: object
      required:
      - JobId
      title: DescribeEntitiesDetectionJobRequest
      properties:
        JobId:
          allOf:
          - $ref: '#/components/schemas/JobId'
          - description: The identifier that Amazon Comprehend generated for the job. The <code>StartEntitiesDetectionJob</code> operation returns this identifier in its response.
    ClassifyDocumentRequest:
      type: object
      required:
      - EndpointArn
      title: ClassifyDocumentRequest
      properties:
        Text:
          allOf:
          - $ref: '#/components/schemas/CustomerInputString'
          - description: The document text to be analyzed. If you enter text using this parameter, do not use the <code>Bytes</code> parameter.
        EndpointArn:
          allOf:
          - $ref: '#/components/schemas/DocumentClassifierEndpointArn'
          - description: The Amazon Resource Number (ARN) of the endpoint. For information about endpoints, see <a href="https://docs.aws.amazon.com/comprehend/latest/dg/manage-endpoints.html">Managing endpoints</a>.
        Bytes:
          allOf:
          - $ref: '#/components/schemas/SemiStructuredDocumentBlob'
          - description: <p>Use the <code>Bytes</code> parameter to input a text, PDF, Word or image file. You can also use the <code>Bytes</code> parameter to input an Amazon Textract <code>DetectDocumentText</code> or <code>AnalyzeDocument</code> output file.</p> <p>Provide the input document as a sequence of base64-encoded bytes. If your code uses an Amazon Web Services SDK to classify documents, the SDK may encode the document file bytes for you. </p> <p>The maximum length of this field depends on the input document type. For details, see <a href="https://docs.aws.amazon.com/comprehend/latest/dg/idp-inputs-sync.html"> Inputs for real-time custom analysis</a> in the Comprehend Developer Guide. </p> <p>If you use the <code>Bytes</code> parameter, do not use the <code>Text</code> parameter.</p>
        DocumentReaderConfig:
          allOf:
          - $ref: '#/components/schemas/DocumentReaderConfig'
          - description: Provides configuration parameters to override the default actions for extracting text from PDF documents and image files.
    EntityRecognizerDataFormat:
      type: string
      enum:
      - COMPREHEND_CSV
      - AUGMENTED_MANIFEST
    DocumentClassifierInputDataConfig:
      type: object
      properties:
        DataFormat:
          allOf:
          - $ref: '#/components/schemas/DocumentClassifierDataFormat'
          - description: '<p>The format of your training data:</p> <ul> <li> <p> <code>COMPREHEND_CSV</code>: A two-column CSV file, where labels are provided in the first column, and documents are provided in the second. If you use this value, you must provide the <code>S3Uri</code> parameter in your request.</p> </li> <li> <p> <code>AUGMENTED_MANIFEST</code>: A labeled dataset that is produced by Amazon SageMaker Ground Truth. This file is in JSON lines format. Each line is a complete JSON object that contains a training document and its associated labels. </p> <p>If you use this value, you must provide the <code>AugmentedManifests</code> parameter in your request.</p> </li> </ul> <p>If you don''t specify a value, Amazon Comprehend uses <code>COMPREHEND_CSV</code> as the default.</p>'
        S3Uri:
          allOf:
          - $ref: '#/components/schemas/S3Uri'
          - description: <p>The Amazon S3 URI for the input data. The S3 bucket must be in the same Region as the API endpoint that you are calling. The URI can point to a single input file or it can provide the prefix for a collection of input files.</p> <p>For example, if you use the URI <code>S3://bucketName/prefix</code>, if the prefix is a single file, Amazon Comprehend uses that file as input. If more than one file begins with the prefix, Amazon Comprehend uses all of them as input.</p> <p>This parameter is required if you set <code>DataFormat</code> to <code>COMPREHEND_CSV</code>.</p>
        TestS3Uri:
          allOf:
          - $ref: '#/components/schemas/S3Uri'
          - description: 'This specifies the Amazon S3 location where the test annotations for an entity recognizer are located. The URI must be in the same Amazon Web Services Region as the API endpoint that you are calling. '
        LabelDelimiter:
          allOf:
          - $ref: '#/components/schemas/LabelDelimiter'
          - description: Indicates the delimiter used to separate each label for training a multi-label classifier. The default delimiter between labels is a pipe (|). You can use a different character as a delimiter (if it's an allowed character) by specifying it under Delimiter for labels. If the training documents use a delimiter other than the default or the delimiter you specify, the labels on that line will be combined to make a single unique label, such as LABELLABELLABEL.
        AugmentedManifests:
          allOf:
          - $ref: '#/components/schemas/DocumentClassifierAugmentedManifestsList'
          - description: <p>A list of augmented manifest files that provide training data for your custom model. An augmented manifest file is a labeled dataset that is produced by Amazon SageMaker Ground Truth.</p> <p>This parameter is required if you set <code>DataFormat</code> to <code>AUGMENTED_MANIFEST</code>.</p>
        DocumentType:
          allOf:
          - $ref: '#/components/schemas/DocumentClassifierDocumentTypeFormat'
          - description: The type of input documents for training the model. Provide plain-text documents to create a plain-text model, and provide semi-structured documents to create a native model.
        Documents:
          allOf:
          - $ref: '#/components/schemas/DocumentClassifierDocuments'
          - description: The S3 location of the training documents. This parameter is required in a request to create a native classifier model.
        DocumentReaderConfig:
          $ref: '#/components/schemas/DocumentReaderConfig'
      description: <p>The input properties for training a document classifier. </p> <p>For more information on how the input file is formatted, see <a href="https://docs.aws.amazon.com/comprehend/latest/dg/prep-classifier-data.html">Preparing training data</a> in the Comprehend Developer Guide. </p>
    DataSecurityConfig:
      type: object
      properties:
        ModelKmsKeyId:
          allOf:
          - $ref: '#/components/schemas/KmsKeyId'
          - description: '<p>ID for the KMS key that Amazon Comprehend uses to encrypt trained custom models. The ModelKmsKeyId can be either of the following formats:</p> <ul> <li> <p>KMS Key ID: <code>"1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> <li> <p>Amazon Resource Name (ARN) of a KMS Key: <code>"arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"</code> </p> </li> </ul>'
        VolumeKmsKeyId:
          allOf:
          - $ref: '#/components/schemas/KmsKeyId'
          - description: ID for the KMS key that Amazon Comprehend uses to encrypt the volume.
        DataLakeKmsKeyId:
          allOf:
          - $ref: '#/components/schemas/KmsKeyId'
          - description: ID for the KMS key that Amazon Comprehend uses to encrypt the data in the data lake.
        VpcConfig:
          $ref: '#/components/schemas/VpcConfig'
      description: Data security configuration.
    StopTrainingEntityRecognizerRequest:
      type: object
      required:
      - EntityRecognizerArn
      title: StopTrainingEntityRecognizerRequest
      properties:
        EntityRecognizerArn:
          allOf:
          - $ref: '#/components/schemas/EntityRecognizerArn'
          - description: The Amazon Resource Name (ARN) that identifies the entity recognizer currently being trained.
    StopTrainingDocumentClassifierResponse:
      type: object
      properties: {}
    DatasetDocumentClassifierInputDataConfig:
      type: object
      required:
      - S3Uri
      properties:
        S3Uri:
          allOf:
          - $ref: '#/components/schemas/S3Uri'
          - description: <p>The Amazon S3 URI for the input data. The S3 bucket must be in the same Region as the API endpoint that you are calling. The URI can point to a single input file or it can provide the prefix for a collection of input files.</p> <p>For example, if you use the URI <code>S3://bucketName/prefix</code>, if the prefix is a single file, Amazon Comprehend uses that file as input. If more than one file begins with the prefix, Amazon Comprehend uses all of them as input.</p> <p>This parameter is required if you set <code>DataFormat</code> to <code>COMPREHEND_CSV</code>.</p>
        LabelDelimiter:
          allOf:
          - $ref: '#/components/schemas/LabelDelimiter'
          - description: Indicates the delimiter used to separate each label for training a multi-label classifier. The default delimiter between labels is a pipe (|). You can use a different character as a delimiter (if it's an allowed character) by specifying it under Delimiter for labels. If the training documents use a delimiter other than the default or the delimiter you specify, the labels on that line will be combined to make a single unique label, such as LABELLABELLABEL.
      description: <p>Describes the dataset input data configuration for a document classifier model.</p> <p>For more information on how the input file is formatted, see <a href="https://docs.aws.amazon.com/comprehend/latest/dg/prep-classifier-data.html">Preparing training data</a> in the Comprehend Developer Guide. </p>
    ComprehendFlywheelArn:
      type: string
      pattern: arn:aws(-[^:]+)?:comprehend:[a-zA-Z0-9-]*:[0-9]{12}:flywheel/[a-zA-Z0-9](-*[a-zA-Z0-9])*
      maxLength: 256
    DetectSyntaxResponse:
      type: object
      properties:
        SyntaxTokens:
          allOf:
          - $ref: '#/components/schemas/ListOfSyntaxTokens'
          - description: 'A collection of syntax tokens describing the text. For each token, the response provides the text, the token type, where the text begins and ends, and the level of confidence that Amazon Comprehend has that the token is correct. For a list of token types, see <a href="https://docs.aws.amazon.com/comprehend/latest/dg/how-syntax.html">Syntax</a> in the Comprehend Developer Guide. '
    ListOfBlockReferences:
      type: array
      items:
        $ref: '#/components/schemas/BlockReference'
    TooManyRequestsException: {}
    NumberOfTopicsInteger:
      type: integer
      minimum: 1
      maximum: 100
    UpdateEndpointResponse:
      type: object
      properties:
        DesiredModelArn:
          allOf:
          - $ref: '#/components/schemas/ComprehendModelArn'
          - description: The Amazon Resource Number (ARN) of the new model.
    EntityRecognizerMetadataEntityTypesList:
      type: array
      items:
        $ref: '#/components/schemas/EntityRecognizerMetadataEntityTypesListItem'
    DocumentClassifierDocuments:
      type: object
      required:
      - S3Uri
      properties:
        S3Uri:
          allOf:
          - $ref: '#/components/schemas/S3Uri'
          - description: The S3 URI location of the training documents specified in the S3Uri CSV file.
        TestS3Uri:
          allOf:
          - $ref: '#/components/schemas/S3Uri'
          - description: The S3 URI location of the test documents included in the TestS3Uri CSV file. This field is not required if you do not specify a test CSV file.
      description: The location of the training documents. This parameter is required in a request to create a native classifier model.
    DocumentClass:
      type: object
      properties:
        Name:
          allOf:
          - $ref: '#/components/schemas/String'
          - description: The name of the class.
        Score:
          allOf:
          - $ref: '#/components/schemas/Float'
          - description: The confidence score that Amazon Comprehend has this class correctly attributed.
        Page:
          allOf:
          - $ref: '#/components/schemas/Integer'
          - description: 'Page number in the input document. This field is present in the response only if your request includes the <code>Byte</code> parameter. '
      description: Specifies the class that categorizes the document being analyzed
    DescribeDominantLanguageDetectionJobResponse:
      type: object
      properties:
        DominantLanguageDetectionJobProperties:
          allOf:
          - $ref: '#/components/schemas/DominantLanguageDetectionJobProperties'
          - description: An object that contains the properties associated with a dominant language detection job.
    ListOfTargetedSentimentEntities:
      type: array
      items:
        $ref: '#/components/schemas/TargetedSentimentEntity'
    ModelStatus:
      type: string
      enum:
      - SUBMITTED
      - TRAINING
      - DELETING
      - STOP_REQUESTED
      - STOPPED
      - IN_ERROR
      - TRAINED
      - TRAINED_WITH_WARNING
    DocumentClassifierSummariesList:
      type: array
      items:
        $ref: '#/components/schemas/DocumentClassifierSummary'
    FlywheelFilter:
      type: object
      properties:
        Status:
          allOf:
          - $ref: '#/components/schemas/FlywheelStatus'
          - description: Filter the flywheels based on the flywheel status.
        CreationTimeAfter:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: Filter the flywheels to include flywheels created after the specified time.
        CreationTimeBefore:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: Filter the flywheels to include flywheels created before the specified time.
      description: Filter the flywheels based on creation time or flywheel status.
    DocumentClassificationConfig:
      type: object
      required:
      - Mode
      properties:
        Mode:
          allOf:
          - $ref: '#/components/schemas/DocumentClassifierMode'
          - description: Classification mode indicates whether the documents are <code>MULTI_CLASS</code> or <code>MULTI_LABEL</code>.
        Labels:
          allOf:
          - $ref: '#/components/schemas/LabelsList'
          - description: One or more labels to associate with the custom classifier.
      description: Configuration required for a custom classification model.
    CreateEntityRecognizerResponse:
      type: object
      properties:
        EntityRecognizerArn:
          allOf:
          - $ref: '#/components/schemas/EntityRecognizerArn'
          - description: The Amazon Resource Name (ARN) that identifies the entity recognizer.
    JobName:
      type: string
      pattern: ^([\p{L}\p{Z}\p{N}_.:/=+\-%@]*)$
      minLength: 1
      maxLength: 256
    ListOfBlocks:
      type: array
      items:
        $ref: '#/components/schemas/Block'
    EntityRecognizerEntityList:
      type: object
      required:
      - S3Uri
      properties:
        S3Uri:
          allOf:
          - $ref: '#/components/schemas/S3Uri'
          - description: Specifies the Amazon S3 location where the entity list is located. The URI must be in the same Region as the API endpoint that you are calling.
      description: Describes the entity list submitted with an entity recognizer.
    ListTopicsDetectionJobsResponse:
      type: object
      properties:
        TopicsDetectionJobPropertiesList:
          allOf:
          - $ref: '#/components/schemas/TopicsDetectionJobPropertiesList'
          - description: A list containing the properties of each job that is returned.
        NextToken:
          allOf:
          - $ref: '#/components/schemas/String'
          - description: Identifies the next page of results to return.
    StopPiiEntitiesDetectionJobRequest:
      type: object
      required:
      - JobId
      title: StopPiiEntitiesDetectionJobRequest
      properties:
        JobId:
          allOf:
          - $ref: '#/components/schemas/JobId'
          - description: The identifier of the PII entities detection job to stop.
    InvalidFilterException: {}
    NumberOfDocuments:
      type: integer
    EntityTypesListItem:
      type: object
      required:
      - Type
      properties:
        Type:
          allOf:
          - $ref: '#/components/schemas/EntityTypeName'
          - description: '<p>An entity type within a labeled training dataset that Amazon Comprehend uses to train a custom entity recognizer.</p> <p>Entity types must not contain the following invalid characters: \n (line break), \\n (escaped line break, \r (carriage return), \\r (escaped carriage return), \t (tab), \\t (escaped tab), space, and , (comma).</p>'
      description: An entity type within a labeled training dataset that Amazon Comprehend uses to train a custom entity recognizer.
    ClassifierMetadata:
      type: object
      properties:
        NumberOfLabels:
          allOf:
          - $ref: '#/components/schemas/Integer'
          - description: 'The number of labels in the input data. '
        NumberOfTrainedDocuments:
          allOf:
          - $ref: '#/components/schemas/Integer'
          - description: The number of documents in the input data that were used to train the classifier. Typically this is 80 to 90 percent of the input documents.
        NumberOfTestDocuments:
          allOf:
          - $ref: '#/components/schemas/Integer'
          - description: The number of documents in the input data that were used to test the classifier. Typically this is 10 to 20 percent of the input documents, up to 10,000 documents.
        EvaluationMetrics:
          allOf:
          - $ref: '#/components/schemas/ClassifierEvaluationMetrics'
          - description: ' Describes the result metrics for the test data associated with an documentation classifier.'
      description: Provides information about a document classifier.
    EntityRecognizerFilter:
      type: object
      properties:
        Status:
          allOf:
          - $ref: '#/components/schemas/ModelStatus'
          - description: The status of an entity recognizer.
        RecognizerName:
          allOf:
          - $ref: '#/components/schemas/ComprehendArnName'
          - description: The name that you assigned the entity recognizer.
        SubmitTimeBefore:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: Filters the list of entities based on the time that the list was submitted for processing. Returns only jobs submitted before the specified time. Jobs are returned in descending order, newest to oldest.
        SubmitTimeAfter:
          allOf:
          - $ref: '#/components/schemas/Timestamp'
          - description: Filters the list of entities based on the time that the list was submitted for processing. Returns only jobs submitted after the specified time. Jobs are returned in ascending order, oldest to newest.
      description: Provides information for filtering a list of entity recognizers. You can only specify one filtering parameter in a request. For more information, see the <code>ListEntityRecognizers</code> operation./&gt;
    EventsDetectionJobPropertiesList:
      type: array
      items:
        $ref: '#/components/schemas/EventsDetectionJobProperties'
  parameters:
    X-Amz-Security-Token:
      name: X-Amz-Security-Token
      in: header
      schema:
        type: string
      required: false
    X-Amz-Credential:
      name: X-Amz-Credential
      in: header
      schema:
        type: string
      required: false
    X-Amz-Date:
      name: X-Amz-Date
      in: header
      schema:
        type: string
      required: false
    X-Amz-Signature:
      name: X-Amz-Signature
      in: header
      schema:
        type: string
      required: false
    X-Amz-Content-Sha256:
      name: X-Amz-Content-Sha256
      in: header
      schema:
        type: string
      required: false
    X-Amz-SignedHeaders:
      name: X-Amz-SignedHeaders
      in: header
      schema:
        type: string
      required: false
    X-Amz-Algorithm:
      name: X-Amz-Algorithm
      in: header
      schema:
        type: string
      required: false
  securitySchemes:
    hmac:
      type: apiKey
      name: Authorization
      in: header
      description: Amazon Signature authorization v4
      x-amazon-apigateway-authtype: awsSigv4
externalDocs:
  description: Amazon Web Services documentation
  url: https://docs.aws.amazon.com/comprehend/
x-hasEquivalentPaths: true