Comprehend / Client / describe_pii_entities_detection_job

describe_pii_entities_detection_job#

Comprehend.Client.describe_pii_entities_detection_job(**kwargs)#

Gets the properties associated with a PII entities detection job. For example, you can use this operation to get the job status.

Request Syntax

response = client.describe_pii_entities_detection_job(
    JobId='string'
)

Parameters:

JobId (string) –

[REQUIRED]

The identifier that Amazon Comprehend generated for the job. The operation returns this identifier in its response.

Return type:

dict

Returns:

Response Syntax

{
    'PiiEntitiesDetectionJobProperties': {
        'JobId': 'string',
        'JobArn': 'string',
        'JobName': 'string',
        'JobStatus': 'SUBMITTED'|'IN_PROGRESS'|'COMPLETED'|'FAILED'|'STOP_REQUESTED'|'STOPPED',
        'Message': 'string',
        'SubmitTime': datetime(2015, 1, 1),
        'EndTime': datetime(2015, 1, 1),
        'InputDataConfig': {
            'S3Uri': 'string',
            'InputFormat': 'ONE_DOC_PER_FILE'|'ONE_DOC_PER_LINE',
            'DocumentReaderConfig': {
                'DocumentReadAction': 'TEXTRACT_DETECT_DOCUMENT_TEXT'|'TEXTRACT_ANALYZE_DOCUMENT',
                'DocumentReadMode': 'SERVICE_DEFAULT'|'FORCE_DOCUMENT_READ_ACTION',
                'FeatureTypes': [
                    'TABLES'|'FORMS',
                ]
            }
        },
        'OutputDataConfig': {
            'S3Uri': 'string',
            'KmsKeyId': 'string'
        },
        'RedactionConfig': {
            'PiiEntityTypes': [
                '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',
            ],
            'MaskMode': 'MASK'|'REPLACE_WITH_PII_ENTITY_TYPE',
            'MaskCharacter': 'string'
        },
        'LanguageCode': 'en'|'es'|'fr'|'de'|'it'|'pt'|'ar'|'hi'|'ja'|'ko'|'zh'|'zh-TW',
        'DataAccessRoleArn': 'string',
        'Mode': 'ONLY_REDACTION'|'ONLY_OFFSETS'
    }
}

Response Structure

(dict) –
- PiiEntitiesDetectionJobProperties (dict) –
  
  Provides information about a PII entities detection job.
  - JobId (string) –
    
    The identifier assigned to the PII entities detection job.
  - JobArn (string) –
    
    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:
    
    arn:<partition>:comprehend:<region>:<account-id>:pii-entities-detection-job/<job-id>
    
    The following is an example job ARN:
    
    arn:aws:comprehend:us-west-2:111122223333:pii-entities-detection-job/1234abcd12ab34cd56ef1234567890ab
  - JobName (string) –
    
    The name that you assigned the PII entities detection job.
  - JobStatus (string) –
    
    The current status of the PII entities detection job. If the status is FAILED, the Message field shows the reason for the failure.
  - Message (string) –
    
    A description of the status of a job.
  - SubmitTime (datetime) –
    
    The time that the PII entities detection job was submitted for processing.
  - EndTime (datetime) –
    
    The time that the PII entities detection job completed.
  - InputDataConfig (dict) –
    
    The input properties for a PII entities detection job.
    - S3Uri (string) –
      
      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.
      
      For example, if you use the URI S3://bucketName/prefix, 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.
    - InputFormat (string) –
      
      Specifies how the text in an input file should be processed:
      - 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.
    - DocumentReaderConfig (dict) –
      
      Provides configuration parameters to override the default actions for extracting text from PDF documents and image files.
      - DocumentReadAction (string) –
        
        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:
        
        TEXTRACT_DETECT_DOCUMENT_TEXT - The Amazon Comprehend service uses the DetectDocumentText API operation.
        
        TEXTRACT_ANALYZE_DOCUMENT - The Amazon Comprehend service uses the AnalyzeDocument API operation.
      - DocumentReadMode (string) –
        
        Determines the text extraction actions for PDF files. Enter one of the following values:
        
        SERVICE_DEFAULT - use the Amazon Comprehend service defaults for PDF files.
        
        FORCE_DOCUMENT_READ_ACTION - Amazon Comprehend uses the Textract API specified by DocumentReadAction for all PDF files, including digital PDF files.
      - FeatureTypes (list) –
        
        Specifies the type of Amazon Textract features to apply. If you chose TEXTRACT_ANALYZE_DOCUMENT as the read action, you must specify one or both of the following values:
        
        TABLES - Returns information about any tables that are detected in the input document.
        
        FORMS - Returns information and the data from any forms that are detected in the input document.
        
        (string) –
        
        Specifies the type of Amazon Textract features to apply. If you chose TEXTRACT_ANALYZE_DOCUMENT as the read action, you must specify one or both of the following values:
        
        TABLES - Returns additional information about any tables that are detected in the input document.
        
        FORMS - Returns additional information about any forms that are detected in the input document.
  - OutputDataConfig (dict) –
    
    The output data configuration that you supplied when you created the PII entities detection job.
    - S3Uri (string) –
      
      When you use the PiiOutputDataConfig object with asynchronous operations, you specify the Amazon S3 location where you want to write the output data.
      
      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 .out appended at the end.
    - KmsKeyId (string) –
      
      ID for the Amazon Web Services Key Management Service (KMS) key that Amazon Comprehend uses to encrypt the output results from an analysis job.
  - RedactionConfig (dict) –
    
    Provides configuration parameters for PII entity redaction.
    
    This parameter is required if you set the Mode parameter to ONLY_REDACTION. In that case, you must provide a RedactionConfig definition that includes the PiiEntityTypes parameter.
    - PiiEntityTypes (list) –
      
      An array of the types of PII entities that Amazon Comprehend detects in the input text for your request.
      - (string) –
    - MaskMode (string) –
      
      Specifies whether the PII entity is redacted with the mask character or the entity type.
    - MaskCharacter (string) –
      
      A character that replaces each character in the redacted PII entity.
  - LanguageCode (string) –
    
    The language code of the input documents
  - DataAccessRoleArn (string) –
    
    The Amazon Resource Name (ARN) of the IAM role that grants Amazon Comprehend read access to your input data.
  - Mode (string) –
    
    Specifies whether the output provides the locations (offsets) of PII entities or a file in which PII entities are redacted.

Exceptions

Comprehend.Client.exceptions.InvalidRequestException
Comprehend.Client.exceptions.JobNotFoundException
Comprehend.Client.exceptions.TooManyRequestsException
Comprehend.Client.exceptions.InternalServerException