Comprehend / Paginator / ListPiiEntitiesDetectionJobs

ListPiiEntitiesDetectionJobs

class Comprehend.Paginator.ListPiiEntitiesDetectionJobs

paginator = client.get_paginator('list_pii_entities_detection_jobs')

paginate(**kwargs)

Creates an iterator that will paginate through responses from Comprehend.Client.list_pii_entities_detection_jobs().

See also: AWS API Documentation

Request Syntax

response_iterator = paginator.paginate(
    Filter={
        'JobName': 'string',
        'JobStatus': 'SUBMITTED'|'IN_PROGRESS'|'COMPLETED'|'FAILED'|'STOP_REQUESTED'|'STOPPED',
        'SubmitTimeBefore': datetime(2015, 1, 1),
        'SubmitTimeAfter': datetime(2015, 1, 1)
    },
    PaginationConfig={
        'MaxItems': 123,
        'PageSize': 123,
        'StartingToken': 'string'
    }
)

Parameters:

• Filter (dict) –

  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.

  • JobName (string) –

    Filters on the name of the job.

  • JobStatus (string) –

    Filters the list of jobs based on job status. Returns only jobs with the specified status.

  • SubmitTimeBefore (datetime) –

    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 (datetime) –

    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.

• PaginationConfig (dict) –

  A dictionary that provides parameters to control pagination.

  • MaxItems (integer) –

    The total number of items to return. If the total number of items available is more than the value specified in max-items then a NextToken will be provided in the output that you can use to resume pagination.

  • PageSize (integer) –

    The size of each page.

  • StartingToken (string) –

    A token to specify where to start paginating. This is the NextToken from a previous response.

Return type:

dict

Returns:

Response Syntax

{
    'PiiEntitiesDetectionJobPropertiesList': [
        {
            '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) –

  • PiiEntitiesDetectionJobPropertiesList (list) –

    A list containing the properties of each job that is returned.

    • (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.