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|  How to Use Amazon Textract API for Document Analysis in Java

How to Use Amazon Textract API for Document Analysis in Java

October 31, 2024

Learn how to integrate and utilize Amazon Textract API in Java for efficient document analysis. Step-by-step guidance to streamline your data extraction process.

How to Use Amazon Textract API for Document Analysis in Java

 

Integrate AWS SDK for Java

 

  • Make sure to include the AWS SDK dependency in your project. You can do this through Maven by adding the necessary dependency in your `pom.xml` file. Below is an example of what to include:

 

<dependency>
    <groupId>software.amazon.awssdk</groupId>
    <artifactId>textract</artifactId>
    <version>2.x.y</version>
</dependency>

 

Set Up AWS Credentials

 

  • AWS requires credentials to interact with Amazon Textract. Use the SDK's default credential provider chain, which looks for credentials in the following order:
  • Environment Variables - `AWS_ACCESS_KEY_ID` and `AWS_SECRET_ACCESS_KEY`
  • Java System Properties - `aws.accessKeyId` and `aws.secretKey`
  • Default credential profiles file - typically located at `~/.aws/credentials`

 

Initialize the Textract Client

 

  • Use the AWS SDK for Java to create the Textract client instance. The following code snippet demonstrates how to establish this connection:

 

import software.amazon.awssdk.services.textract.TextractClient;

TextractClient textractClient = TextractClient.builder()
        .build();

 

Prepare Your Document

 

  • You must upload your document (PDF or image) to an S3 bucket. Amazon Textract processes documents from within the S3 environment.
  • Ensure that the S3 bucket's permissions allow Textract to access it.

 

Call Amazon Textract API

 

  • To invoke the Textract API for document analysis, utilize the `analyzeDocument` method from the client. Below is a code example illustrating this API call:

 

import software.amazon.awssdk.services.textract.model.*;

public AnalyzeDocumentResponse analyzeDocument() {
    S3Object s3Object = S3Object.builder()
            .bucket("your-s3-bucket-name")
            .name("your-document-key")
            .build();

    Document document = Document.builder()
            .s3Object(s3Object)
            .build();

    AnalyzeDocumentRequest request = AnalyzeDocumentRequest.builder()
            .document(document)
            .featureTypesWithStrings("TABLES", "FORMS")
            .build();

    return textractClient.analyzeDocument(request);
}

 

Process and Interpret Results

 

  • The `AnalyzeDocumentResponse` object contains detailed information about the document's textual content, including detected form data and tables. Here's an example of processing the result:

 

public void processDocumentAnalysis(AnalyzeDocumentResponse response) {
    for (Block block : response.blocks()) {
        if (block.blockTypeAsString().equals("LINE")) {
            System.out.println("Detected Text: " + block.text());
        }
    }
}

 

Handle Exceptions and Errors

 

  • Always ensure proper error handling. Amazon Textract might throw exceptions due to issues like unsupported document formats or access permissions.
  • Use try-catch blocks to manage potential exceptions and log them to understand issues effectively.