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Google Cloud Python Client

Python idiomatic clients for Google Cloud Platform services.

Stability levels

The development status classifier on PyPI indicates the current stability of a package.

General Availability

GA (general availability) indicates that the client library for a particular service is stable, and that the code surface will not change in backwards-incompatible ways unless either absolutely necessary (e.g. because of critical security issues) or with an extensive deprecation period. Issues and requests against GA libraries are addressed with the highest priority.

GA libraries have development status classifier Development Status :: 5 - Production/Stable.

Note

Sub-components of GA libraries explicitly marked as beta in the import path (e.g. google.cloud.language_v1beta2) should be considered to be beta.

Beta Support

Beta indicates that the client library for a particular service is mostly stable and is being prepared for release. Issues and requests against beta libraries are addressed with a higher priority.

Beta libraries have development status classifier Development Status :: 4 - Beta.

Alpha Support

Alpha indicates that the client library for a particular service is still a work-in-progress and is more likely to get backwards-incompatible updates. See `versioning`_ for more details.

Alpha libraries have development status classifier Development Status :: 3 - Alpha.

If you need support for other Google APIs, check out the Google APIs Python Client library.

Libraries

Client	Release Level	Version
AI Platform	\|stable\|
AI Platform Notebooks	\|stable\|
API Gateway	\|stable\|
Access Approval	\|stable\|
Apigee Connect API	\|stable\|
App Engine Admin API	\|stable\|
App Engine Logging Protos	\|stable\|
Artifact Registry	\|stable\|
Asset Inventory	\|stable\|
Assured Workloads for Government	\|stable\|
AutoML	\|stable\|
BigQuery	\|stable\|
BigQuery Connection	\|stable\|
BigQuery Data Transfer Service	\|stable\|
BigQuery Logging Protos	\|stable\|
BigQuery Reservation	\|stable\|
BigQuery Storage	\|stable\|
Bigtable	\|stable\|
Billing	\|stable\|
Billing Budget	\|stable\|
Binary Authorization	\|stable\|
Build	\|stable\|
Channel Services	\|stable\|
Common	\|stable\|
Composer	\|stable\|
Compute Engine	\|stable\|
Contact Center AI Insights API	\|stable\|
Container Analysis	\|stable\|
Data Catalog	\|stable\|
Data Fusion	\|stable\|
Data Loss Prevention	\|stable\|
Database Migration Service	\|stable\|
Dataproc	\|stable\|
Dataproc Metastore	\|stable\|
Datastore	\|stable\|
Debugger	\|stable\|
Deploy	\|stable\|
Dialogflow	\|stable\|
Dialogflow CX	\|stable\|
Document Understanding API	\|stable\|
Domains	\|stable\|
Essential Contacts API	\|stable\|
Eventarc	\|stable\|
Filestore	\|stable\|
Firestore	\|stable\|
Functions	\|stable\|
GKE Hub API	\|stable\|
Game Servers	\|stable\|
Grafeas	\|stable\|
IAM Logging Protos	\|stable\|
IAM Policy Troubleshooter API	\|stable\|
IDS	\|stable\|
Identity and Access Management	\|stable\|
Identity-Aware Proxy	\|stable\|
Internet of Things (IoT) Core	\|stable\|
Key Management Service	\|stable\|
Kubernetes Engine	\|stable\|
Logging	\|stable\|
Managed Service for Microsoft Active Directory	\|stable\|
Memorystore for Memcached	\|stable\|
Metrics Scopes API	\|stable\|
Monitoring Dashboards	\|stable\|
NDB Client Library for Datastore	\|stable\|
Natural Language	\|stable\|
Network Connectivity Center	\|stable\|
Network Management API	\|stable\|
OS Login	\|stable\|
Private Certificate Authority	\|stable\|
Pub/Sub	\|stable\|
Pub/Sub Lite	\|stable\|
Recommender API	\|stable\|
Redis	\|stable\|
Resource Manager API	\|stable\|
Resource Settings	\|stable\|
Retail API	\|stable\|
Scheduler	\|stable\|
Secret Manager	\|stable\|
Security Command Center	\|stable\|
Security Scanner	\|stable\|
Service Control API	\|stable\|
Service Directory	\|stable\|
Service Management API	\|stable\|
Service Usage	\|stable\|
Shell	\|stable\|
Source Context	\|stable\|
Spanner	\|stable\|
Spanner Django	\|stable\|
Speech	\|stable\|
Stackdriver Monitoring	\|stable\|
Storage	\|stable\|
Storage Transfer Service	\|stable\|
TPU	\|stable\|
Talent Solution	\|stable\|
Tasks	\|stable\|
Text-to-Speech	\|stable\|
Trace	\|stable\|
Transcoder	\|stable\|
Translation	\|stable\|
VM Migration	\|stable\|
Video Intelligence	\|stable\|
Virtual Private Cloud	\|stable\|
Vision	\|stable\|
Web Risk	\|stable\|
Workflows	\|stable\|
reCAPTCHA Enterprise	\|stable\|
Analytics Admin	\|preview\|
Analytics Data API	\|preview\|
Area 120 Tables API	\|preview\|
Audit Log	\|preview\|
BigQuery Migration	\|preview\|
BigQuery connector for pandas	\|preview\|
DNS	\|preview\|
Data Labeling	\|preview\|
Data QnA	\|preview\|
Dataflow	\|preview\|
Datastream	\|preview\|
Error Reporting	\|preview\|
Eventarc Publishing	\|preview\|
GKE Connect Gateway API	\|preview\|
Life Sciences	\|preview\|
Media Translation	\|preview\|
Network Security API	\|preview\|
Pandas Data Types for SQL systems (BigQuery, Spanner)	\|preview\|
Phishing Protection	\|preview\|
Private Catalog	\|preview\|
Recommendations AI	\|preview\|
Runtime Configurator	\|preview\|
SQLAlchemy dialect for BigQuery	\|preview\|

Example Applications

getting-started-python - A sample and tutorial that demonstrates how to build a complete web application using Cloud Datastore, Cloud Storage, and Cloud Pub/Sub and deploy it to Google App Engine or Google Compute Engine.
google-cloud-python-expenses-demo - A sample expenses demo using Cloud Datastore and Cloud Storage.

Authentication

With google-cloud-python we try to make authentication as painless as possible. Check out the Getting started with authentication in our documentation to learn more.