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docs(samples): add OCR, form, quality, splitter and specialized processing samples #680

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5 changes: 5 additions & 0 deletions README.md
Expand Up @@ -117,6 +117,11 @@ Samples are in the [`samples/`](https://github.com/googleapis/java-document-ai/t
| Parse With Model Beta | [source code](https://github.com/googleapis/java-document-ai/blob/main/samples/snippets/src/main/java/documentai/v1beta2/ParseWithModelBeta.java) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/java-document-ai&page=editor&open_in_editor=samples/snippets/src/main/java/documentai/v1beta2/ParseWithModelBeta.java) |
| Quick Start | [source code](https://github.com/googleapis/java-document-ai/blob/main/samples/snippets/src/main/java/documentai/v1beta2/QuickStart.java) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/java-document-ai&page=editor&open_in_editor=samples/snippets/src/main/java/documentai/v1beta2/QuickStart.java) |
| Set End Point Beta | [source code](https://github.com/googleapis/java-document-ai/blob/main/samples/snippets/src/main/java/documentai/v1beta2/SetEndPointBeta.java) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/java-document-ai&page=editor&open_in_editor=samples/snippets/src/main/java/documentai/v1beta2/SetEndPointBeta.java) |
| Process Form Document | [source code](https://github.com/googleapis/java-document-ai/blob/main/samples/snippets/src/main/java/documentai/v1beta3/ProcessFormDocument.java) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/java-document-ai&page=editor&open_in_editor=samples/snippets/src/main/java/documentai/v1beta3/ProcessFormDocument.java) |
| Process Ocr Document | [source code](https://github.com/googleapis/java-document-ai/blob/main/samples/snippets/src/main/java/documentai/v1beta3/ProcessOcrDocument.java) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/java-document-ai&page=editor&open_in_editor=samples/snippets/src/main/java/documentai/v1beta3/ProcessOcrDocument.java) |
| Process Quality Document | [source code](https://github.com/googleapis/java-document-ai/blob/main/samples/snippets/src/main/java/documentai/v1beta3/ProcessQualityDocument.java) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/java-document-ai&page=editor&open_in_editor=samples/snippets/src/main/java/documentai/v1beta3/ProcessQualityDocument.java) |
| Process Specialized Document | [source code](https://github.com/googleapis/java-document-ai/blob/main/samples/snippets/src/main/java/documentai/v1beta3/ProcessSpecializedDocument.java) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/java-document-ai&page=editor&open_in_editor=samples/snippets/src/main/java/documentai/v1beta3/ProcessSpecializedDocument.java) |
| Process Splitter Document | [source code](https://github.com/googleapis/java-document-ai/blob/main/samples/snippets/src/main/java/documentai/v1beta3/ProcessSplitterDocument.java) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/java-document-ai&page=editor&open_in_editor=samples/snippets/src/main/java/documentai/v1beta3/ProcessSplitterDocument.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.v1beta3;

// [START documentai_process_form_document]

import com.google.cloud.documentai.v1beta3.Document;
import com.google.cloud.documentai.v1beta3.DocumentProcessorServiceClient;
import com.google.cloud.documentai.v1beta3.ProcessRequest;
import com.google.cloud.documentai.v1beta3.ProcessResponse;
import com.google.cloud.documentai.v1beta3.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 ProcessFormDocument {
public static void processFormDocument()
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";
processFormDocument(projectId, location, processerId, filePath);
}

public static void processFormDocument(
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();

System.out.println("Document processing complete.");

// Read the text recognition output from the processor
// For a full list of Document object attributes,
// please reference this page:
// https://googleapis.dev/java/google-cloud-document-ai/latest/index.html

// Get all of the document text as one big string
String text = documentResponse.getText();
System.out.printf("Full document text: '%s'\n", removeNewlines(text));

// Read the text recognition output from the processor
List<Document.Page> pages = documentResponse.getPagesList();
System.out.printf("There are %s page(s) in this document.\n", pages.size());

for (Document.Page page : pages) {
System.out.printf("\n\n**** Page %d ****\n", page.getPageNumber());

List<Document.Page.Table> tables = page.getTablesList();
System.out.printf("Found %d table(s):\n", tables.size());
for (Document.Page.Table table : tables) {
printTableInfo(table, text);
}

List<Document.Page.FormField> formFields = page.getFormFieldsList();
System.out.printf("Found %d form fields:\n", formFields.size());
for (Document.Page.FormField formField : formFields) {
String fieldName = getLayoutText(formField.getFieldName().getTextAnchor(), text);
String fieldValue = getLayoutText(formField.getFieldValue().getTextAnchor(), text);
System.out.printf(
" * '%s': '%s'\n", removeNewlines(fieldName), removeNewlines(fieldValue));
}
}
}
}

private static void printTableInfo(Document.Page.Table table, String text) {
Document.Page.Table.TableRow firstBodyRow = table.getBodyRows(0);
int columnCount = firstBodyRow.getCellsCount();
System.out.printf(
" Table with %d columns and %d rows:\n", columnCount, table.getBodyRowsCount());

Document.Page.Table.TableRow headerRow = table.getHeaderRows(0);
StringBuilder headerRowText = new StringBuilder();
for (Document.Page.Table.TableCell cell : headerRow.getCellsList()) {
String columnName = getLayoutText(cell.getLayout().getTextAnchor(), text);
headerRowText.append(String.format("%s | ", removeNewlines(columnName)));
}
headerRowText.setLength(headerRowText.length() - 3);
System.out.printf(" Collumns: %s\n", headerRowText.toString());

StringBuilder firstRowText = new StringBuilder();
for (Document.Page.Table.TableCell cell : firstBodyRow.getCellsList()) {
String cellText = getLayoutText(cell.getLayout().getTextAnchor(), text);
firstRowText.append(String.format("%s | ", removeNewlines(cellText)));
}
firstRowText.setLength(firstRowText.length() - 3);
System.out.printf(" First row data: %s\n", firstRowText.toString());
}

// Extract shards from the text field
private static String getLayoutText(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]";
}

private static String removeNewlines(String s) {
return s.replace("\n", "").replace("\r", "");
}
}
// [END documentai_process_form_document]
@@ -0,0 +1,172 @@
/*
* 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.v1beta3;

// [START documentai_process_ocr_document]

import com.google.cloud.documentai.v1beta3.Document;
import com.google.cloud.documentai.v1beta3.DocumentProcessorServiceClient;
import com.google.cloud.documentai.v1beta3.ProcessRequest;
import com.google.cloud.documentai.v1beta3.ProcessResponse;
import com.google.cloud.documentai.v1beta3.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 ProcessOcrDocument {
public static void processOcrDocument()
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";
processOcrDocument(projectId, location, processerId, filePath);
}

public static void processOcrDocument(
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();

System.out.println("Document processing complete.");

// Read the text recognition output from the processor
// For a full list of Document object attributes,
// please reference this page:
// https://googleapis.dev/java/google-cloud-document-ai/latest/index.html

// Get all of the document text as one big string
String text = documentResponse.getText();
System.out.printf("Full document text: '%s'\n", escapeNewlines(text));

// Read the text recognition output from the processor
List<Document.Page> pages = documentResponse.getPagesList();
System.out.printf("There are %s page(s) in this document.\n", pages.size());

for (Document.Page page : pages) {
System.out.printf("Page %d:\n", page.getPageNumber());
printPageDimensions(page.getDimension());
printDetectedLanguages(page.getDetectedLanguagesList());
printParagraphs(page.getParagraphsList(), text);
printBlocks(page.getBlocksList(), text);
printLines(page.getLinesList(), text);
printTokens(page.getTokensList(), text);
}
}
}

private static void printPageDimensions(Document.Page.Dimension dimension) {
String unit = dimension.getUnit();
System.out.printf(" Width: %.1f %s\n", dimension.getWidth(), unit);
System.out.printf(" Height: %.1f %s\n", dimension.getHeight(), unit);
}

private static void printDetectedLanguages(
List<Document.Page.DetectedLanguage> detectedLangauges) {
System.out.println(" Detected languages:");
for (Document.Page.DetectedLanguage detectedLanguage : detectedLangauges) {
String languageCode = detectedLanguage.getLanguageCode();
float confidence = detectedLanguage.getConfidence();
System.out.printf(" %s (%.2f%%)\n", languageCode, confidence * 100.0);
}
}

private static void printParagraphs(List<Document.Page.Paragraph> paragraphs, String text) {
System.out.printf(" %d paragraphs detected:\n", paragraphs.size());
Document.Page.Paragraph firstParagraph = paragraphs.get(0);
String firstParagraphText = getLayoutText(firstParagraph.getLayout().getTextAnchor(), text);
System.out.printf(" First paragraph text: %s\n", escapeNewlines(firstParagraphText));
Document.Page.Paragraph lastParagraph = paragraphs.get(paragraphs.size() - 1);
String lastParagraphText = getLayoutText(lastParagraph.getLayout().getTextAnchor(), text);
System.out.printf(" Last paragraph text: %s\n", escapeNewlines(lastParagraphText));
}

private static void printBlocks(List<Document.Page.Block> blocks, String text) {
System.out.printf(" %d blocks detected:\n", blocks.size());
Document.Page.Block firstBlock = blocks.get(0);
String firstBlockText = getLayoutText(firstBlock.getLayout().getTextAnchor(), text);
System.out.printf(" First block text: %s\n", escapeNewlines(firstBlockText));
Document.Page.Block lastBlock = blocks.get(blocks.size() - 1);
String lastBlockText = getLayoutText(lastBlock.getLayout().getTextAnchor(), text);
System.out.printf(" Last block text: %s\n", escapeNewlines(lastBlockText));
}

private static void printLines(List<Document.Page.Line> lines, String text) {
System.out.printf(" %d lines detected:\n", lines.size());
Document.Page.Line firstLine = lines.get(0);
String firstLineText = getLayoutText(firstLine.getLayout().getTextAnchor(), text);
System.out.printf(" First line text: %s\n", escapeNewlines(firstLineText));
Document.Page.Line lastLine = lines.get(lines.size() - 1);
String lastLineText = getLayoutText(lastLine.getLayout().getTextAnchor(), text);
System.out.printf(" Last line text: %s\n", escapeNewlines(lastLineText));
}

private static void printTokens(List<Document.Page.Token> tokens, String text) {
System.out.printf(" %d tokens detected:\n", tokens.size());
Document.Page.Token firstToken = tokens.get(0);
String firstTokenText = getLayoutText(firstToken.getLayout().getTextAnchor(), text);
System.out.printf(" First token text: %s\n", escapeNewlines(firstTokenText));
Document.Page.Token lastToken = tokens.get(tokens.size() - 1);
String lastTokenText = getLayoutText(lastToken.getLayout().getTextAnchor(), text);
System.out.printf(" Last token text: %s\n", escapeNewlines(lastTokenText));
}

// Extract shards from the text field
private static String getLayoutText(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]";
}

private static String escapeNewlines(String s) {
return s.replace("\n", "\\n").replace("\r", "\\r");
}
}
// [END documentai_process_ocr_document]