René's URL Explorer Experiment

Title: GitHub - michaelawyu/python-docs-samples: Code samples used on cloud.google.com · GitHub

Open Graph Title: GitHub - michaelawyu/python-docs-samples: Code samples used on cloud.google.com

X Title: GitHub - michaelawyu/python-docs-samples: Code samples used on cloud.google.com

Description: Code samples used on cloud.google.com. Contribute to michaelawyu/python-docs-samples development by creating an account on GitHub.

Open Graph Description: Code samples used on cloud.google.com. Contribute to michaelawyu/python-docs-samples development by creating an account on GitHub.

X Description: Code samples used on cloud.google.com. Contribute to michaelawyu/python-docs-samples development by creating an account on GitHub.

Opengraph URL: https://github.com/michaelawyu/python-docs-samples

X: @github

direct link

Domain: github.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:a13d1612-af39-2325-66b4-7c633852c169
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	8752:3A3FB7:3346ED:44A47D:6A4D35AD
html-safe-nonce	fb40e126e46e5f52230d3f0af5c8c9a75f22a189d1209c01ab6388904e5fc41c
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiI4NzUyOjNBM0ZCNzozMzQ2RUQ6NDRBNDdEOjZBNEQzNUFEIiwidmlzaXRvcl9pZCI6IjEwODk2NzMyNzI1Mjg1NDkyOTMiLCJyZWdpb25fZWRnZSI6ImlhZCIsInJlZ2lvbl9yZW5kZXIiOiJpYWQifQ==
visitor-hmac	3550a1cde0571807e066ee45bdc76ee942fa1c38a296e691c6a7d50c99d03c2b
hovercard-subject-tag	repository:113485427
github-keyboard-shortcuts	repository,copilot
google-site-verification	Apib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-url	https://collector.github.com/github/collect
analytics-location	//
fb:app_id	1401488693436528
apple-itunes-app	app-id=1477376905, app-argument=https://github.com/michaelawyu/python-docs-samples
twitter:image	https://opengraph.githubassets.com/0afd8f6ed4bfa3acacc9ad5cf7d058578ecc1ef8be6eab71eb5fdb944f400422/michaelawyu/python-docs-samples
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/0afd8f6ed4bfa3acacc9ad5cf7d058578ecc1ef8be6eab71eb5fdb944f400422/michaelawyu/python-docs-samples
og:image:alt	Code samples used on cloud.google.com. Contribute to michaelawyu/python-docs-samples development by creating an account on GitHub.
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	92571a8944142227b7e19cd10918b1ddd06e5066c1ad5bc7e4769cf6140a87e6
turbo-cache-control	no-cache
go-import	github.com/michaelawyu/python-docs-samples git https://github.com/michaelawyu/python-docs-samples.git
octolytics-dimension-user_id	14261500
octolytics-dimension-user_login	michaelawyu
octolytics-dimension-repository_id	113485427
octolytics-dimension-repository_nwo	michaelawyu/python-docs-samples
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	true
octolytics-dimension-repository_parent_id	35065876
octolytics-dimension-repository_parent_nwo	GoogleCloudPlatform/python-docs-samples
octolytics-dimension-repository_network_root_id	35065876
octolytics-dimension-repository_network_root_nwo	GoogleCloudPlatform/python-docs-samples
turbo-body-classes	logged-out env-production page-responsive
disable-turbo	false
browser-stats-url	https://api.github.com/_private/browser/stats
browser-errors-url	https://api.github.com/_private/browser/errors
release	56fc8347865a14e2ec811533d68f929cf4e0ec19
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://github.com/michaelawyu/python-docs-samples#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fmichaelawyu%2Fpython-docs-samples
GitHub CopilotWrite better code with AI	https://github.com/features/copilot
GitHub Copilot appDirect agents from issue to merge	https://github.com/features/ai/github-app
MCP RegistryNewIntegrate external tools	https://github.com/mcp
ActionsAutomate any workflow	https://github.com/features/actions
CodespacesInstant dev environments	https://github.com/features/codespaces
IssuesPlan and track work	https://github.com/features/issues
Code ReviewManage code changes	https://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilities	https://github.com/security/advanced-security
Code securitySecure your code as you build	https://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they start	https://github.com/security/advanced-security/secret-protection
Why GitHub	https://github.com/why-github
Documentation	https://docs.github.com
Blog	https://github.blog
Changelog	https://github.blog/changelog
Marketplace	https://github.com/marketplace
View all features	https://github.com/features
Enterprises	https://github.com/enterprise
Small and medium teams	https://github.com/team
Startups	https://github.com/enterprise/startups
Nonprofits	https://github.com/solutions/industry/nonprofits
App Modernization	https://github.com/solutions/use-case/app-modernization
DevSecOps	https://github.com/solutions/use-case/devsecops
DevOps	https://github.com/solutions/use-case/devops
CI/CD	https://github.com/solutions/use-case/ci-cd
View all use cases	https://github.com/solutions/use-case
Healthcare	https://github.com/solutions/industry/healthcare
Financial services	https://github.com/solutions/industry/financial-services
Manufacturing	https://github.com/solutions/industry/manufacturing
Government	https://github.com/solutions/industry/government
View all industries	https://github.com/solutions/industry
View all solutions	https://github.com/solutions
AI	https://github.com/resources/articles?topic=ai
Software Development	https://github.com/resources/articles?topic=software-development
DevOps	https://github.com/resources/articles?topic=devops
Security	https://github.com/resources/articles?topic=security
View all topics	https://github.com/resources/articles
Customer stories	https://github.com/customer-stories
Events & webinars	https://github.com/resources/events
Ebooks & reports	https://github.com/resources/whitepapers
Business insights	https://github.com/solutions/executive-insights
GitHub Skills	https://skills.github.com
Documentation	https://docs.github.com
Customer support	https://support.github.com
Community forum	https://github.com/orgs/community/discussions
Trust center	https://github.com/trust-center
Partners	https://github.com/partners
View all resources	https://github.com/resources
GitHub SponsorsFund open source developers	https://github.com/sponsors
Security Lab	https://securitylab.github.com
Maintainer Community	https://maintainers.github.com
Accelerator	https://github.com/accelerator
GitHub Stars	https://stars.github.com
Archive Program	https://archiveprogram.github.com
Topics	https://github.com/topics
Trending	https://github.com/trending
Collections	https://github.com/collections
Enterprise platformAI-powered developer platform	https://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security features	https://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI features	https://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 support	https://github.com/premium-support
Pricing	https://github.com/pricing
Search syntax tips	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentation	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fmichaelawyu%2Fpython-docs-samples
Sign up	https://github.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=michaelawyu%2Fpython-docs-samples
Reload	https://github.com/michaelawyu/python-docs-samples
Reload	https://github.com/michaelawyu/python-docs-samples
Reload	https://github.com/michaelawyu/python-docs-samples
michaelawyu	https://github.com/michaelawyu
python-docs-samples	https://github.com/michaelawyu/python-docs-samples
GoogleCloudPlatform/python-docs-samples	https://github.com/GoogleCloudPlatform/python-docs-samples
Notifications	https://github.com/login?return_to=%2Fmichaelawyu%2Fpython-docs-samples
Fork 0	https://github.com/login?return_to=%2Fmichaelawyu%2Fpython-docs-samples
Star 0	https://github.com/login?return_to=%2Fmichaelawyu%2Fpython-docs-samples
Code	https://github.com/michaelawyu/python-docs-samples
Pull requests 0	https://github.com/michaelawyu/python-docs-samples/pulls
Actions	https://github.com/michaelawyu/python-docs-samples/actions
Projects	https://github.com/michaelawyu/python-docs-samples/projects
Wiki	https://github.com/michaelawyu/python-docs-samples/wiki
Security and quality 0	https://github.com/michaelawyu/python-docs-samples/security
Insights	https://github.com/michaelawyu/python-docs-samples/pulse
Code	https://github.com/michaelawyu/python-docs-samples
Pull requests	https://github.com/michaelawyu/python-docs-samples/pulls
Actions	https://github.com/michaelawyu/python-docs-samples/actions
Projects	https://github.com/michaelawyu/python-docs-samples/projects
Wiki	https://github.com/michaelawyu/python-docs-samples/wiki
Security and quality	https://github.com/michaelawyu/python-docs-samples/security
Insights	https://github.com/michaelawyu/python-docs-samples/pulse
	https://github.com/michaelawyu/python-docs-samples
Branches	https://github.com/michaelawyu/python-docs-samples/branches
Tags	https://github.com/michaelawyu/python-docs-samples/tags
	https://github.com/michaelawyu/python-docs-samples/branches
	https://github.com/michaelawyu/python-docs-samples/tags
1,634 Commits	https://github.com/michaelawyu/python-docs-samples/commits/master/
	https://github.com/michaelawyu/python-docs-samples/commits/master/
.kokoro	https://github.com/michaelawyu/python-docs-samples/tree/master/.kokoro
.kokoro	https://github.com/michaelawyu/python-docs-samples/tree/master/.kokoro
appengine	https://github.com/michaelawyu/python-docs-samples/tree/master/appengine
appengine	https://github.com/michaelawyu/python-docs-samples/tree/master/appengine
auth	https://github.com/michaelawyu/python-docs-samples/tree/master/auth
auth	https://github.com/michaelawyu/python-docs-samples/tree/master/auth
bigquery	https://github.com/michaelawyu/python-docs-samples/tree/master/bigquery
bigquery	https://github.com/michaelawyu/python-docs-samples/tree/master/bigquery
bigtable	https://github.com/michaelawyu/python-docs-samples/tree/master/bigtable
bigtable	https://github.com/michaelawyu/python-docs-samples/tree/master/bigtable
blog	https://github.com/michaelawyu/python-docs-samples/tree/master/blog
blog	https://github.com/michaelawyu/python-docs-samples/tree/master/blog
cdn	https://github.com/michaelawyu/python-docs-samples/tree/master/cdn
cdn	https://github.com/michaelawyu/python-docs-samples/tree/master/cdn
codelabs/flex_and_vision	https://github.com/michaelawyu/python-docs-samples/tree/master/codelabs/flex_and_vision
codelabs/flex_and_vision	https://github.com/michaelawyu/python-docs-samples/tree/master/codelabs/flex_and_vision
compute	https://github.com/michaelawyu/python-docs-samples/tree/master/compute
compute	https://github.com/michaelawyu/python-docs-samples/tree/master/compute
container_engine	https://github.com/michaelawyu/python-docs-samples/tree/master/container_engine
container_engine	https://github.com/michaelawyu/python-docs-samples/tree/master/container_engine
dataproc	https://github.com/michaelawyu/python-docs-samples/tree/master/dataproc
dataproc	https://github.com/michaelawyu/python-docs-samples/tree/master/dataproc
datastore/cloud-client	https://github.com/michaelawyu/python-docs-samples/tree/master/datastore/cloud-client
datastore/cloud-client	https://github.com/michaelawyu/python-docs-samples/tree/master/datastore/cloud-client
dlp	https://github.com/michaelawyu/python-docs-samples/tree/master/dlp
dlp	https://github.com/michaelawyu/python-docs-samples/tree/master/dlp
dns/api	https://github.com/michaelawyu/python-docs-samples/tree/master/dns/api
dns/api	https://github.com/michaelawyu/python-docs-samples/tree/master/dns/api
endpoints	https://github.com/michaelawyu/python-docs-samples/tree/master/endpoints
endpoints	https://github.com/michaelawyu/python-docs-samples/tree/master/endpoints
error_reporting	https://github.com/michaelawyu/python-docs-samples/tree/master/error_reporting
error_reporting	https://github.com/michaelawyu/python-docs-samples/tree/master/error_reporting
firestore/cloud-client	https://github.com/michaelawyu/python-docs-samples/tree/master/firestore/cloud-client
firestore/cloud-client	https://github.com/michaelawyu/python-docs-samples/tree/master/firestore/cloud-client
iap	https://github.com/michaelawyu/python-docs-samples/tree/master/iap
iap	https://github.com/michaelawyu/python-docs-samples/tree/master/iap
iot/api-client	https://github.com/michaelawyu/python-docs-samples/tree/master/iot/api-client
iot/api-client	https://github.com/michaelawyu/python-docs-samples/tree/master/iot/api-client
kms/api-client	https://github.com/michaelawyu/python-docs-samples/tree/master/kms/api-client
kms/api-client	https://github.com/michaelawyu/python-docs-samples/tree/master/kms/api-client
language	https://github.com/michaelawyu/python-docs-samples/tree/master/language
language	https://github.com/michaelawyu/python-docs-samples/tree/master/language
logging/cloud-client	https://github.com/michaelawyu/python-docs-samples/tree/master/logging/cloud-client
logging/cloud-client	https://github.com/michaelawyu/python-docs-samples/tree/master/logging/cloud-client
ml_engine/online_prediction	https://github.com/michaelawyu/python-docs-samples/tree/master/ml_engine/online_prediction
ml_engine/online_prediction	https://github.com/michaelawyu/python-docs-samples/tree/master/ml_engine/online_prediction
monitoring/api/v3	https://github.com/michaelawyu/python-docs-samples/tree/master/monitoring/api/v3
monitoring/api/v3	https://github.com/michaelawyu/python-docs-samples/tree/master/monitoring/api/v3
pubsub/cloud-client	https://github.com/michaelawyu/python-docs-samples/tree/master/pubsub/cloud-client
pubsub/cloud-client	https://github.com/michaelawyu/python-docs-samples/tree/master/pubsub/cloud-client
scripts	https://github.com/michaelawyu/python-docs-samples/tree/master/scripts
scripts	https://github.com/michaelawyu/python-docs-samples/tree/master/scripts
spanner/cloud-client	https://github.com/michaelawyu/python-docs-samples/tree/master/spanner/cloud-client
spanner/cloud-client	https://github.com/michaelawyu/python-docs-samples/tree/master/spanner/cloud-client
speech/cloud-client	https://github.com/michaelawyu/python-docs-samples/tree/master/speech/cloud-client
speech/cloud-client	https://github.com/michaelawyu/python-docs-samples/tree/master/speech/cloud-client
storage	https://github.com/michaelawyu/python-docs-samples/tree/master/storage
storage	https://github.com/michaelawyu/python-docs-samples/tree/master/storage
tasks	https://github.com/michaelawyu/python-docs-samples/tree/master/tasks
tasks	https://github.com/michaelawyu/python-docs-samples/tree/master/tasks
testing	https://github.com/michaelawyu/python-docs-samples/tree/master/testing
testing	https://github.com/michaelawyu/python-docs-samples/tree/master/testing
texttospeech/cloud-client	https://github.com/michaelawyu/python-docs-samples/tree/master/texttospeech/cloud-client
texttospeech/cloud-client	https://github.com/michaelawyu/python-docs-samples/tree/master/texttospeech/cloud-client
translate/cloud-client	https://github.com/michaelawyu/python-docs-samples/tree/master/translate/cloud-client
translate/cloud-client	https://github.com/michaelawyu/python-docs-samples/tree/master/translate/cloud-client
video/cloud-client	https://github.com/michaelawyu/python-docs-samples/tree/master/video/cloud-client
video/cloud-client	https://github.com/michaelawyu/python-docs-samples/tree/master/video/cloud-client
vision	https://github.com/michaelawyu/python-docs-samples/tree/master/vision
vision	https://github.com/michaelawyu/python-docs-samples/tree/master/vision
.gitignore	https://github.com/michaelawyu/python-docs-samples/blob/master/.gitignore
.gitignore	https://github.com/michaelawyu/python-docs-samples/blob/master/.gitignore
.travis.yml	https://github.com/michaelawyu/python-docs-samples/blob/master/.travis.yml
.travis.yml	https://github.com/michaelawyu/python-docs-samples/blob/master/.travis.yml
AUTHORING_GUIDE.md	https://github.com/michaelawyu/python-docs-samples/blob/master/AUTHORING_GUIDE.md
AUTHORING_GUIDE.md	https://github.com/michaelawyu/python-docs-samples/blob/master/AUTHORING_GUIDE.md
CONTRIBUTING.md	https://github.com/michaelawyu/python-docs-samples/blob/master/CONTRIBUTING.md
CONTRIBUTING.md	https://github.com/michaelawyu/python-docs-samples/blob/master/CONTRIBUTING.md
ISSUE_TEMPLATE.md	https://github.com/michaelawyu/python-docs-samples/blob/master/ISSUE_TEMPLATE.md
ISSUE_TEMPLATE.md	https://github.com/michaelawyu/python-docs-samples/blob/master/ISSUE_TEMPLATE.md
LICENSE	https://github.com/michaelawyu/python-docs-samples/blob/master/LICENSE
LICENSE	https://github.com/michaelawyu/python-docs-samples/blob/master/LICENSE
README.md	https://github.com/michaelawyu/python-docs-samples/blob/master/README.md
README.md	https://github.com/michaelawyu/python-docs-samples/blob/master/README.md
conftest.py	https://github.com/michaelawyu/python-docs-samples/blob/master/conftest.py
conftest.py	https://github.com/michaelawyu/python-docs-samples/blob/master/conftest.py
favicon.ico	https://github.com/michaelawyu/python-docs-samples/blob/master/favicon.ico
favicon.ico	https://github.com/michaelawyu/python-docs-samples/blob/master/favicon.ico
nox.py	https://github.com/michaelawyu/python-docs-samples/blob/master/nox.py
nox.py	https://github.com/michaelawyu/python-docs-samples/blob/master/nox.py
pytest.ini	https://github.com/michaelawyu/python-docs-samples/blob/master/pytest.ini
pytest.ini	https://github.com/michaelawyu/python-docs-samples/blob/master/pytest.ini
README	https://github.com/michaelawyu/python-docs-samples
Contributing	https://github.com/michaelawyu/python-docs-samples
Apache-2.0 license	https://github.com/michaelawyu/python-docs-samples
	https://github.com/michaelawyu/python-docs-samples#google-cloud-platform-python-samples
	https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/GoogleCloudPlatform/python-docs-samples&page=editor&open_in_editor=./README.md
cloud.google.com	https://cloud.google.com
	https://travis-ci.org/GoogleCloudPlatform/python-docs-samples
	https://coveralls.io/github/GoogleCloudPlatform/python-docs-samples?branch=HEAD
	https://github.com/michaelawyu/python-docs-samples#contributing-changes
CONTRIBUTING.md	https://github.com/michaelawyu/python-docs-samples/blob/master/CONTRIBUTING.md
	https://github.com/michaelawyu/python-docs-samples#licensing
LICENSE	https://github.com/michaelawyu/python-docs-samples/blob/master/LICENSE
Readme	https://github.com/michaelawyu/python-docs-samples#readme-ov-file
Apache-2.0 license	https://github.com/michaelawyu/python-docs-samples#Apache-2.0-1-ov-file
Contributing	https://github.com/michaelawyu/python-docs-samples#contributing-ov-file
Please reload this page	https://github.com/michaelawyu/python-docs-samples
Activity	https://github.com/michaelawyu/python-docs-samples/activity
0 forks	https://github.com/michaelawyu/python-docs-samples/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fmichaelawyu%2Fpython-docs-samples&report=michaelawyu+%28user%29
Releases	https://github.com/michaelawyu/python-docs-samples/releases
Packages 0	https://github.com/users/michaelawyu/packages?repo_name=python-docs-samples
Please reload this page	https://github.com/michaelawyu/python-docs-samples
Contributors	https://github.com/michaelawyu/python-docs-samples/graphs/contributors
Please reload this page	https://github.com/michaelawyu/python-docs-samples
	https://github.com
Terms	https://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Security	https://github.com/security
Status	https://www.githubstatus.com/
Community	https://github.community/
Docs	https://docs.github.com/
Contact	https://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.