Cloud Data Loss Prevention (DLP) API: Provides methods for detection, risk analysis, and de-identification of privacy-sensitive fragments in text, images, and Google Cloud Platform storage repositories.
In order to use this library, you first need to go through the following steps:
- Select or create a Cloud Platform project.
- Enable billing for your project.
- Enable the Cloud Data Loss Prevention (DLP) API.
- Setup Authentication.
Install this library in a virtualenv using pip. virtualenv is a tool to create isolated Python environments. The basic problem it addresses is one of dependencies and versions, and indirectly permissions.
With virtualenv, it's possible to install this library without needing system install permissions, and without clashing with the installed system dependencies.
Python >= 3.6
Python == 2.7.
The last version of this library compatible with Python 2.7 is google-cloud-dlp==1.1.0.
pip install virtualenv
virtualenv <your-env>
source <your-env>/bin/activate
<your-env>/bin/pip install google-cloud-dlp
pip install virtualenv
virtualenv <your-env>
<your-env>\Scripts\activate
<your-env>\Scripts\pip.exe install google-cloud-dlp
from google.cloud import dlp_v2
client = 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 [email protected].'
items_element = {'type': type_, 'value': value}
items = [items_element]
response = client.inspect_content(inspect_config, items)
- Read the Client Library Documentation for Cloud Data Loss Prevention (DLP) API to see other available methods on the client.
- Read the Product documentation to learn more about the product and see How-to Guides.