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ProcessDocument.java
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ProcessDocument.java
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/*
* Copyright 2020 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package documentai.v1;
// [START documentai_process_document]
import com.google.cloud.documentai.v1.Document;
import com.google.cloud.documentai.v1.DocumentProcessorServiceClient;
import com.google.cloud.documentai.v1.ProcessRequest;
import com.google.cloud.documentai.v1.ProcessResponse;
import com.google.cloud.documentai.v1.RawDocument;
import com.google.protobuf.ByteString;
import java.io.IOException;
import java.nio.file.Files;
import java.nio.file.Paths;
import java.util.List;
import java.util.concurrent.ExecutionException;
import java.util.concurrent.TimeoutException;
public class ProcessDocument {
public static void processDocument()
throws IOException, InterruptedException, ExecutionException, TimeoutException {
// TODO(developer): Replace these variables before running the sample.
String projectId = "your-project-id";
String location = "your-project-location"; // Format is "us" or "eu".
String processerId = "your-processor-id";
String filePath = "path/to/input/file.pdf";
processDocument(projectId, location, processerId, filePath);
}
public static void processDocument(
String projectId, String location, String processorId, String filePath)
throws IOException, InterruptedException, ExecutionException, TimeoutException {
// Initialize client that will be used to send requests. This client only needs to be created
// once, and can be reused for multiple requests. After completing all of your requests, call
// the "close" method on the client to safely clean up any remaining background resources.
try (DocumentProcessorServiceClient client = DocumentProcessorServiceClient.create()) {
// The full resource name of the processor, e.g.:
// projects/project-id/locations/location/processor/processor-id
// You must create new processors in the Cloud Console first
String name =
String.format("projects/%s/locations/%s/processors/%s", projectId, location, processorId);
// Read the file.
byte[] imageFileData = Files.readAllBytes(Paths.get(filePath));
// Convert the image data to a Buffer and base64 encode it.
ByteString content = ByteString.copyFrom(imageFileData);
RawDocument document =
RawDocument.newBuilder().setContent(content).setMimeType("application/pdf").build();
// Configure the process request.
ProcessRequest request =
ProcessRequest.newBuilder().setName(name).setRawDocument(document).build();
// Recognizes text entities in the PDF document
ProcessResponse result = client.processDocument(request);
Document documentResponse = result.getDocument();
// Get all of the document text as one big string
String text = documentResponse.getText();
// Read the text recognition output from the processor
System.out.println("The document contains the following paragraphs:");
Document.Page firstPage = documentResponse.getPages(0);
List<Document.Page.Paragraph> paragraphs = firstPage.getParagraphsList();
for (Document.Page.Paragraph paragraph : paragraphs) {
String paragraphText = getText(paragraph.getLayout().getTextAnchor(), text);
System.out.printf("Paragraph text:\n%s\n", paragraphText);
}
// Form parsing provides additional output about
// form-formatted PDFs. You must create a form
// processor in the Cloud Console to see full field details.
System.out.println("The following form key/value pairs were detected:");
for (Document.Page.FormField field : firstPage.getFormFieldsList()) {
String fieldName = getText(field.getFieldName().getTextAnchor(), text);
String fieldValue = getText(field.getFieldValue().getTextAnchor(), text);
System.out.println("Extracted form fields pair:");
System.out.printf("\t(%s, %s))\n", fieldName, fieldValue);
}
}
}
// Extract shards from the text field
private static String getText(Document.TextAnchor textAnchor, String text) {
if (textAnchor.getTextSegmentsList().size() > 0) {
int startIdx = (int) textAnchor.getTextSegments(0).getStartIndex();
int endIdx = (int) textAnchor.getTextSegments(0).getEndIndex();
return text.substring(startIdx, endIdx);
}
return "[NO TEXT]";
}
}
// [END documentai_process_document]