Sensitive Data Protection client libraries

This page shows how to get started with the Cloud Client Libraries for the Cloud Data Loss Prevention API. Client libraries make it easier to access Google Cloud APIs from a supported language. Although you can use Google Cloud APIs directly by making raw requests to the server, client libraries provide simplifications that significantly reduce the amount of code you need to write.

Read more about the Cloud Client Libraries and the older Google API Client Libraries in Client libraries explained.

The Cloud Data Loss Prevention API (DLP API) is part of Sensitive Data Protection. Sensitive Data Protection client libraries mentioned on this page are supported on Compute Engine, App Engine - Flexible Environment, Google Kubernetes Engine, and Cloud Run functions. Sensitive Data Protection client library for Java is supported on Java 8 on App Engine standard environment.

If you are using Java 7 on App Engine standard environment, or App Engine - Standard environment with Go, PHP, or Python, use the REST Interface to access Sensitive Data Protection.

Install the client library

C#

To build and run a sample, open the solution file (Dlp.sln) with Visual Studio 2015 or later and build it.

For more information, see the README.

For more information, see Setting Up a C# Development Environment.

Go

go get cloud.google.com/go/dlp

For more information, see Setting Up a Go Development Environment.

Java

If you are using Maven, add the following to your pom.xml file. For more information about BOMs, see The Google Cloud Platform Libraries BOM.

If you are using Gradle, add the following to your dependencies:

If you are using sbt, add the following to your dependencies:

If you're using Visual Studio Code or IntelliJ, you can add client libraries to your project using the following IDE plugins:

The plugins provide additional functionality, such as key management for service accounts. Refer to each plugin's documentation for details.

For more information, see Setting Up a Java Development Environment.

Node.js

npm install @google-cloud/dlp

For more information, see Setting Up a Node.js Development Environment.

PHP

composer require google/cloud-dlp

For more information, see Using PHP on Google Cloud.

Python

  1. Install pip and virtualenv if you do not already have them. You may want to refer to the Python Development Environment Setup Guide for Google Cloud for instructions.
  2. Clone or download the Google Cloud Python Docs Samples on GitHub.
  3. Create a virtualenv. Samples are compatible with Python 2.7.x and 3.4 and higher.
    $ python -m venv dlp
    $ source dlp/bin/activate
  4. From the dlp directory within the cloned or unzipped Google Cloud Python Docs Samples directory, install the dependencies needed to run the samples.
    $ pip install -r requirements.txt

Ruby

gem install google-api-client

For more information, see Setting Up a Ruby Development Environment.

Set up authentication

To authenticate calls to Google Cloud APIs, client libraries support Application Default Credentials (ADC); the libraries look for credentials in a set of defined locations and use those credentials to authenticate requests to the API. With ADC, you can make credentials available to your application in a variety of environments, such as local development or production, without needing to modify your application code.

For production environments, the way you set up ADC depends on the service and context. For more information, see Set up Application Default Credentials.

For a local development environment, you can set up ADC with the credentials that are associated with your Google Account:

  1. Install the Google Cloud CLI. After installation, initialize the Google Cloud CLI by running the following command:

    gcloud init

    If you're using an external identity provider (IdP), you must first sign in to the gcloud CLI with your federated identity.

  2. If you're using a local shell, then create local authentication credentials for your user account:

    gcloud auth application-default login

    You don't need to do this if you're using Cloud Shell.

    If an authentication error is returned, and you are using an external identity provider (IdP), confirm that you have signed in to the gcloud CLI with your federated identity.

    A sign-in screen appears. After you sign in, your credentials are stored in the local credential file used by ADC.

Use the client library

The following example shows how to use the client library.

C#

Go

Java

Node.js

PHP

Python

Additional resources

Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates.

Last updated 2026-02-18 UTC.