FraudDetector / Client / get_batch_prediction_jobs

get_batch_prediction_jobs#

FraudDetector.Client.get_batch_prediction_jobs(**kwargs)#

Gets all batch prediction jobs or a specific job if you specify a job ID. This is a paginated API. If you provide a null maxResults, this action retrieves a maximum of 50 records per page. If you provide a maxResults, the value must be between 1 and 50. To get the next page results, provide the pagination token from the GetBatchPredictionJobsResponse as part of your request. A null pagination token fetches the records from the beginning.

See also: AWS API Documentation

Request Syntax

response = client.get_batch_prediction_jobs(
    jobId='string',
    maxResults=123,
    nextToken='string'
)

Parameters:

jobId (string) – The batch prediction job for which to get the details.
maxResults (integer) – The maximum number of objects to return for the request.
nextToken (string) – The next token from the previous request.

Return type:

dict

Returns:

Response Syntax

{
    'batchPredictions': [
        {
            'jobId': 'string',
            'status': 'IN_PROGRESS_INITIALIZING'|'IN_PROGRESS'|'CANCEL_IN_PROGRESS'|'CANCELED'|'COMPLETE'|'FAILED',
            'failureReason': 'string',
            'startTime': 'string',
            'completionTime': 'string',
            'lastHeartbeatTime': 'string',
            'inputPath': 'string',
            'outputPath': 'string',
            'eventTypeName': 'string',
            'detectorName': 'string',
            'detectorVersion': 'string',
            'iamRoleArn': 'string',
            'arn': 'string',
            'processedRecordsCount': 123,
            'totalRecordsCount': 123
        },
    ],
    'nextToken': 'string'
}

Response Structure

(dict) –
- batchPredictions (list) –
  
  An array containing the details of each batch prediction job.
  - (dict) –
    
    The batch prediction details.
    - jobId (string) –
      
      The job ID for the batch prediction.
    - status (string) –
      
      The batch prediction status.
    - failureReason (string) –
      
      The reason a batch prediction job failed.
    - startTime (string) –
      
      Timestamp of when the batch prediction job started.
    - completionTime (string) –
      
      Timestamp of when the batch prediction job completed.
    - lastHeartbeatTime (string) –
      
      Timestamp of most recent heartbeat indicating the batch prediction job was making progress.
    - inputPath (string) –
      
      The Amazon S3 location of your training file.
    - outputPath (string) –
      
      The Amazon S3 location of your output file.
    - eventTypeName (string) –
      
      The name of the event type.
    - detectorName (string) –
      
      The name of the detector.
    - detectorVersion (string) –
      
      The detector version.
    - iamRoleArn (string) –
      
      The ARN of the IAM role to use for this job request.
    - arn (string) –
      
      The ARN of batch prediction job.
    - processedRecordsCount (integer) –
      
      The number of records processed by the batch prediction job.
    - totalRecordsCount (integer) –
      
      The total number of records in the batch prediction job.
- nextToken (string) –
  
  The next token for the subsequent request.

Exceptions

FraudDetector.Client.exceptions.ValidationException
FraudDetector.Client.exceptions.ResourceNotFoundException
FraudDetector.Client.exceptions.InternalServerException
FraudDetector.Client.exceptions.ThrottlingException
FraudDetector.Client.exceptions.AccessDeniedException