Python Client for Cloud Data Loss Prevention (DLP) API
Cloud Data Loss Prevention (DLP) API: Provides methods for detection, risk analysis, and de-identification ofprivacy-sensitive fragments in text, images, and Google Cloud Platformstorage repositories.
Quick Start
In order to use this library, you first need to go through the following steps:
Installation
Install this library in avirtualenv using pip.virtualenv is a tool tocreate isolated Python environments. The basic problem it addresses is one ofdependencies and versions, and indirectly permissions.
Withvirtualenv, it’s possible to install this library without needing systeminstall permissions, and without clashing with the installed systemdependencies.
Supported Python Versions
Python >= 3.6
Deprecated Python Versions
Python == 2.7.
The last version of this library compatible with Python 2.7 is google-cloud-dlp==1.1.0.
Mac/Linux
pip install virtualenvvirtualenv <your-env>source <your-env>/bin/activate<your-env>/bin/pip install google-cloud-dlpWindows
pip install virtualenvvirtualenv <your-env><your-env>\Scripts\activate<your-env>\Scripts\pip.exe install google-cloud-dlpPreview
DlpServiceClient
from google.cloud importdlp_v2client =dlp_v2.DlpServiceClient()name = 'EMAIL_ADDRESS'info_types_element = {'name': name}info_types = [info_types_element]inspect_config = {'info_types': info_types}type_ = 'text/plain'value = 'My email is example@example.com.'items_element = {'type': type_, 'value': value}items = [items_element]response = client.inspect_content(inspect_config, items)Next Steps
Read theClient Library Documentation for Cloud Data Loss Prevention(DLP) API to see other available methods on the client.
Read theProduct documentation tolearn more about the product and see How-to Guides.
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Last updated 2025-11-13 UTC.