Mengekstrak teks dari dokumen dengan Docs API

Mungkin akan bermanfaat jika Anda hanya mengekstrak teks dari dokumen. Hal ini berguna jika Anda meneruskan teks ke layanan API lain. Semua teks dalam dokumen yang ada di tab-nya di text run dari elemen paragraf. Mengekstrak semua teks dalam dokumen melibatkan penjelajahan hierarki tab hierarki dan memanggil metode pengambil dari Tab dan DocumentTab. Lihat Bekerja dengan Tab untuk mendapatkan informasi selengkapnya tentang tab aplikasi baru.

Teks dapat muncul di 3 jenis pada tab dokumen elemen struktural:

• Paragraf
• Daftar Isi
• Tabel

Tabel dapat disusun bertingkat di dalam tabel lain. Oleh karena itu, untuk mengekstrak semua teks dalam dokumen, Anda harus mengunjungi setiap elemen struktural bertingkat.

Untuk deskripsi lengkap isi dokumen, lihat panduan Struktur Dokumen.

Contoh Google Dokumen API berikut menggunakan rekursi untuk mengunjungi setiap elemen struktural di semua tab dokumen dan mencetak teks.

Anda harus menyiapkan project terlebih dahulu, sehingga Anda memiliki beberapa kredensial untuk melakukannya. Lihat panduan memulai untuk mengetahui detailnya.

Java

// Copyright 2019 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.

import com.google.api.client.auth.oauth2.Credential;
import com.google.api.client.extensions.java6.auth.oauth2.AuthorizationCodeInstalledApp;
import com.google.api.client.extensions.jetty.auth.oauth2.LocalServerReceiver;
import com.google.api.client.googleapis.auth.oauth2.GoogleAuthorizationCodeFlow;
import com.google.api.client.googleapis.auth.oauth2.GoogleClientSecrets;
import com.google.api.client.googleapis.javanet.GoogleNetHttpTransport;
import com.google.api.client.http.javanet.NetHttpTransport;
import com.google.api.client.json.JsonFactory;
import com.google.api.client.json.jackson2.JacksonFactory;
import com.google.api.client.util.store.FileDataStoreFactory;
import com.google.api.services.docs.v1.Docs;
import com.google.api.services.docs.v1.DocsScopes;
import com.google.api.services.docs.v1.model.Document;
import com.google.api.services.docs.v1.model.DocumentTab;
import com.google.api.services.docs.v1.model.ParagraphElement;
import com.google.api.services.docs.v1.model.StructuralElement;
import com.google.api.services.docs.v1.model.Tab;
import com.google.api.services.docs.v1.model.TableCell;
import com.google.api.services.docs.v1.model.TableRow;
import com.google.api.services.docs.v1.model.TextRun;
import java.io.IOException;
import java.io.InputStream;
import java.io.InputStreamReader;
import java.security.GeneralSecurityException;
import java.util.ArrayList;
import java.util.Collections;
import java.util.List;

public class ExtractText {
  private static final String APPLICATION_NAME = "Google Docs API Extract Guide";
  private static final JsonFactory JSON_FACTORY = JacksonFactory.getDefaultInstance();
  private static final String TOKENS_DIRECTORY_PATH = "tokens";
  private static final String DOCUMENT_ID = "YOUR_DOCUMENT_ID";

  /**
   * Global instance of the scopes required by this quickstart. If modifying these scopes, delete
   * your previously saved tokens/ folder.
   */
  private static final List<String> SCOPES =
      Collections.singletonList(DocsScopes.DOCUMENTS_READONLY);

  private static final String CREDENTIALS_FILE_PATH = "/credentials.json";

  /**
   * Creates an authorized Credential object.
   *
   * @param HTTP_TRANSPORT The network HTTP Transport.
   * @return An authorized Credential object.
   * @throws IOException If the credentials.json file cannot be found.
   */
  private static Credential getCredentials(final NetHttpTransport HTTP_TRANSPORT)
      throws IOException {
    // Load client secrets.
    InputStream in = ExtractText.class.getResourceAsStream(CREDENTIALS_FILE_PATH);
    GoogleClientSecrets clientSecrets =
        GoogleClientSecrets.load(JSON_FACTORY, new InputStreamReader(in));

    // Build flow and trigger user authorization request.
    GoogleAuthorizationCodeFlow flow =
        new GoogleAuthorizationCodeFlow.Builder(HTTP_TRANSPORT, JSON_FACTORY, clientSecrets, SCOPES)
            .setDataStoreFactory(new FileDataStoreFactory(new java.io.File(TOKENS_DIRECTORY_PATH)))
            .setAccessType("offline")
            .build();
    LocalServerReceiver receiver = new LocalServerReceiver.Builder().setPort(8888).build();
    return new AuthorizationCodeInstalledApp(flow, receiver).authorize("user");
  }

  /**
   * Adds the provided tab to the list of all tabs, and recurses through and
   * adds all child tabs.
   */
  private void addCurrentAndChildTabs(Tab tab, List<Tab> allTabs) {
    allTabs.add(tab);
    for (Tab tab: tab.getChildTabs()) {
      addCurrentAndChildTabs(tab, allTabs);
    }
  }

  /**
   * Returns a flat list of all tabs in the document in the order they would
   * appear in the UI (top-down ordering). Includes all child tabs.
   */
  private List<Tab> getAllTabs(Document doc) {
    List<Tab> allTabs = new ArrayList<>();
    // Iterate over all tabs and recursively add any child tabs to generate a
    // flat list of Tabs.
    for (Tab tab: doc.getTabs()) {
      addCurrentAndChildTabs(tab, allTabs);
    }
    return allTabs;
  }

  /**
   * Returns the text in the given ParagraphElement.
   *
   * @param element a ParagraphElement from a Google Doc
   */
  private static String readParagraphElement(ParagraphElement element) {
    TextRun run = element.getTextRun();
    if (run == null || run.getContent() == null) {
      // The TextRun can be null if there is an inline object.
      return "";
    }
    return run.getContent();
  }

  /**
   * Recurses through a list of Structural Elements to read a document's text where text may be in
   * nested elements.
   *
   * @param elements a list of Structural Elements
   */
  private static String readStructuralElements(List<StructuralElement> elements) {
    StringBuilder sb = new StringBuilder();
    for (StructuralElement element : elements) {
      if (element.getParagraph() != null) {
        for (ParagraphElement paragraphElement : element.getParagraph().getElements()) {
          sb.append(readParagraphElement(paragraphElement));
        }
      } else if (element.getTable() != null) {
        // The text in table cells are in nested Structural Elements and tables may be
        // nested.
        for (TableRow row : element.getTable().getTableRows()) {
          for (TableCell cell : row.getTableCells()) {
            sb.append(readStructuralElements(cell.getContent()));
          }
        }
      } else if (element.getTableOfContents() != null) {
        // The text in the TOC is also in a Structural Element.
        sb.append(readStructuralElements(element.getTableOfContents().getContent()));
      }
    }
    return sb.toString();
  }

  public static void main(String... args) throws IOException, GeneralSecurityException {
    // Build a new authorized API client service.
    final NetHttpTransport HTTP_TRANSPORT = GoogleNetHttpTransport.newTrustedTransport();
    Docs service =
        new Docs.Builder(HTTP_TRANSPORT, JSON_FACTORY, getCredentials(HTTP_TRANSPORT))
            .setApplicationName(APPLICATION_NAME)
            .build();

    // Fetch the document with all of the tabs populated, including any nested
    // child tabs.
    Document doc =
        service.documents().get(DOCUMENT_ID).setIncludeTabsContent(true).execute();
    List<Tab> allTabs = getAllTabs(doc);

    // Print the text from each tab in the document.
    for (Tab tab: allTabs) {
      // Get the DocumentTab from the generic Tab.
      DocumentTab documentTab = tab.getDocumentTab();
      System.out.println(
          readStructuralElements(documentTab.getBody().getContent()));
    }
  }
}

Python

# Copyright 2019 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.

"""
Recursively extracts the text from a Google Doc.
"""
import googleapiclient.discovery as discovery
from httplib2 import Http
from oauth2client import client
from oauth2client import file
from oauth2client import tools

SCOPES = 'https://www.googleapis.com/auth/documents.readonly'
DISCOVERY_DOC = 'https://docs.googleapis.com/$discovery/rest?version=v1'
DOCUMENT_ID = 'YOUR_DOCUMENT_ID'


def get_credentials():
  """Gets valid user credentials from storage.

  If nothing has been stored, or if the stored credentials are invalid,
  the OAuth 2.0 flow is completed to obtain the new credentials.

  Returns:
      Credentials, the obtained credential.
  """
  store = file.Storage('token.json')
  credentials = store.get()

  if not credentials or credentials.invalid:
    flow = client.flow_from_clientsecrets('credentials.json', SCOPES)
    credentials = tools.run_flow(flow, store)
  return credentials


def add_current_and_child_tabs(tab, all_tabs):
  """Adds the provided tab to the list of all tabs, and recurses through and
  adds all child tabs.

  Args:
      tab: a Tab from a Google Doc.
      all_tabs: a list of all tabs in the document.
  """
  all_tabs.append(tab)
  for tab in tab.get('childTabs'):
    add_current_and_child_tabs(tab, all_tabs)


def get_all_tabs(doc):
  """Returns a flat list of all tabs in the document in the order they would
  appear in the UI (top-down ordering). Includes all child tabs.

  Args:
      doc: a document.
  """
  all_tabs = []
  # Iterate over all tabs and recursively add any child tabs to generate a
  # flat list of Tabs.
  for tab in doc.get('tabs'):
    add_current_and_child_tabs(tab, all_tabs)
  return all_tabs


def read_paragraph_element(element):
  """Returns the text in the given ParagraphElement.

  Args:
      element: a ParagraphElement from a Google Doc.
  """
  text_run = element.get('textRun')
  if not text_run:
    return ''
  return text_run.get('content')


def read_structural_elements(elements):
  """Recurses through a list of Structural Elements to read a document's text
  where text may be in nested elements.

  Args:
      elements: a list of Structural Elements.
  """
  text = ''
  for value in elements:
    if 'paragraph' in value:
      elements = value.get('paragraph').get('elements')
      for elem in elements:
        text += read_paragraph_element(elem)
    elif 'table' in value:
      # The text in table cells are in nested Structural Elements and tables may
      # be nested.
      table = value.get('table')
      for row in table.get('tableRows'):
        cells = row.get('tableCells')
        for cell in cells:
          text += read_structural_elements(cell.get('content'))
    elif 'tableOfContents' in value:
      # The text in the TOC is also in a Structural Element.
      toc = value.get('tableOfContents')
      text += read_structural_elements(toc.get('content'))
  return text


def main():
  """Uses the Docs API to print out the text of a document."""
  credentials = get_credentials()
  http = credentials.authorize(Http())
  docs_service = discovery.build(
      'docs', 'v1', http=http, discoveryServiceUrl=DISCOVERY_DOC
  )
  # Fetch the document with all of the tabs populated, including any nested
  # child tabs.
  doc = (
      docs_service.documents()
      .get(documentId=DOCUMENT_ID, include_tabs_content=True)
      .execute()
  )
  all_tabs = get_all_tabs(doc)

  # Print the text from each tab in the document.
  for tab in all_tabs:
    # Get the DocumentTab from the generic Tab.
    document_tab = tab.get('documentTab')
    doc_content = document_tab.get('body').get('content')
    print(read_structural_elements(doc_content))


if __name__ == '__main__':
  main()