StartAwsTextractJob

Amazon Textract is a machine learning (ML) service that automatically extracts text, handwriting, and data from scanned documents. It goes beyond simple optical character recognition (OCR) to identify, understand, and extract data from forms and tables.

Usage

Amazon ML Processors are implemented to utilize ML services based on the official AWS API Reference. You can find example json payload in the documentation at the Request Syntax sections. For more details please check the official Textract API reference With this processor you will trigger a startDocumentAnalysis, startDocumentTextDetection or startExpenseAnalysis async call according to your type of textract settings. You can define json payload as property or provide as a flow file content. Property has higher precedence. After the job is triggered the serialized json response will be written to the output flow file. The awsTaskId attribute will be populated, so it makes it easier to query job status by the corresponding get job status processor.

Three different type of textract task are supported: Documnet Analysis, Text Detection, Expense Analysis.

DocumentAnalysis

Starts the asynchronous analysis of an input document for relationships between detected items such as key-value pairs, tables, and selection elements. API Reference

{
   "ClientRequestToken": "string",
   "DocumentLocation": {
      "S3Object": {
         "Bucket": "string",
         "Name": "string",
         "Version": "string"
      }
   },
   "FeatureTypes": [ "string" ],
   "JobTag": "string",
   "KMSKeyId": "string",
   "NotificationChannel": {
      "RoleArn": "string",
      "SNSTopicArn": "string"
   },
   "OutputConfig": {
      "S3Bucket": "string",
      "S3Prefix": "string"
   },
   "QueriesConfig": {
      "Queries": [
         {
            "Alias": "string",
            "Pages": [ "string" ],
            "Text": "string"
         }
      ]
   }
}
    

ExpenseAnalysis

Starts the asynchronous analysis of invoices or receipts for data like contact information, items purchased, and vendor names. API Reference

{
   "ClientRequestToken": "string",
   "DocumentLocation": {
      "S3Object": {
         "Bucket": "string",
         "Name": "string",
         "Version": "string"
      }
   },
   "JobTag": "string",
   "KMSKeyId": "string",
   "NotificationChannel": {
      "RoleArn": "string",
      "SNSTopicArn": "string"
   },
   "OutputConfig": {
      "S3Bucket": "string",
      "S3Prefix": "string"
   }
}
    

StartDocumentTextDetection

Starts the asynchronous detection of text in a document. Amazon Textract can detect lines of text and the words that make up a line of text. API Reference

{
   "ClientRequestToken": "string",
   "DocumentLocation": {
      "S3Object": {
         "Bucket": "string",
         "Name": "string",
         "Version": "string"
      }
   },
   "JobTag": "string",
   "KMSKeyId": "string",
   "NotificationChannel": {
      "RoleArn": "string",
      "SNSTopicArn": "string"
   },
   "OutputConfig": {
      "S3Bucket": "string",
      "S3Prefix": "string"
   }
}