René's URL Explorer Experiment


Title: GitHub - noahdietz/python-spanner

Open Graph Title: GitHub - noahdietz/python-spanner

X Title: GitHub - noahdietz/python-spanner

Description: Contribute to noahdietz/python-spanner development by creating an account on GitHub.

Open Graph Description: Contribute to noahdietz/python-spanner development by creating an account on GitHub.

X Description: Contribute to noahdietz/python-spanner development by creating an account on GitHub.

Opengraph URL: https://github.com/noahdietz/python-spanner

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:5dcebeae-8639-d1b9-2e57-17f98d8607a0
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idA148:F5DBC:B84779:FCE07A:69776356
html-safe-nonce70609be81abd2c516349fd7e836ebb601d9b1340faf0043137969e78a5b727bf
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJBMTQ4OkY1REJDOkI4NDc3OTpGQ0UwN0E6Njk3NzYzNTYiLCJ2aXNpdG9yX2lkIjoiMjQ3OTA4MjAwMjkyNTk3MDI2MiIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmac00f17b4278dfb88d6e7304c5e6088e28931747fac666b7b1291c4e8718eb14f0
hovercard-subject-tagrepository:277673035
github-keyboard-shortcutsrepository,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location//
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/noahdietz/python-spanner
twitter:imagehttps://opengraph.githubassets.com/6c2d7b1f3fa9207ae7acdf1a9e84a6205b6af3af8ac6d196be52fbafce6f2b9b/noahdietz/python-spanner
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/6c2d7b1f3fa9207ae7acdf1a9e84a6205b6af3af8ac6d196be52fbafce6f2b9b/noahdietz/python-spanner
og:image:altContribute to noahdietz/python-spanner development by creating an account on GitHub.
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None5a8480d78b6eaf851f2885fca5114ea5650621e2e77087cd43b0a647867014fb
turbo-cache-controlno-preview
go-importgithub.com/noahdietz/python-spanner git https://github.com/noahdietz/python-spanner.git
octolytics-dimension-user_id6644735
octolytics-dimension-user_loginnoahdietz
octolytics-dimension-repository_id277673035
octolytics-dimension-repository_nwonoahdietz/python-spanner
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forktrue
octolytics-dimension-repository_parent_id226992630
octolytics-dimension-repository_parent_nwogoogleapis/python-spanner
octolytics-dimension-repository_network_root_id226992630
octolytics-dimension-repository_network_root_nwogoogleapis/python-spanner
turbo-body-classeslogged-out env-production page-responsive
disable-turbofalse
browser-stats-urlhttps://api.github.com/_private/browser/stats
browser-errors-urlhttps://api.github.com/_private/browser/errors
released6bbe5e9ce3cd2d8b53b6f1234f8df1d68014bf1
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://patch-diff.githubusercontent.com/noahdietz/python-spanner#start-of-content
https://patch-diff.githubusercontent.com/
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fnoahdietz%2Fpython-spanner
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub SparkBuild and deploy intelligent appshttps://github.com/features/spark
GitHub ModelsManage and compare promptshttps://github.com/features/models
MCP RegistryNewIntegrate external toolshttps://github.com/mcp
ActionsAutomate any workflowhttps://github.com/features/actions
CodespacesInstant dev environmentshttps://github.com/features/codespaces
IssuesPlan and track workhttps://github.com/features/issues
Code ReviewManage code changeshttps://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilitieshttps://github.com/security/advanced-security
Code securitySecure your code as you buildhttps://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they starthttps://github.com/security/advanced-security/secret-protection
Why GitHubhttps://github.com/why-github
Documentationhttps://docs.github.com
Bloghttps://github.blog
Changeloghttps://github.blog/changelog
Marketplacehttps://github.com/marketplace
View all featureshttps://github.com/features
Enterpriseshttps://github.com/enterprise
Small and medium teamshttps://github.com/team
Startupshttps://github.com/enterprise/startups
Nonprofitshttps://github.com/solutions/industry/nonprofits
App Modernizationhttps://github.com/solutions/use-case/app-modernization
DevSecOpshttps://github.com/solutions/use-case/devsecops
DevOpshttps://github.com/solutions/use-case/devops
CI/CDhttps://github.com/solutions/use-case/ci-cd
View all use caseshttps://github.com/solutions/use-case
Healthcarehttps://github.com/solutions/industry/healthcare
Financial serviceshttps://github.com/solutions/industry/financial-services
Manufacturinghttps://github.com/solutions/industry/manufacturing
Governmenthttps://github.com/solutions/industry/government
View all industrieshttps://github.com/solutions/industry
View all solutionshttps://github.com/solutions
AIhttps://github.com/resources/articles?topic=ai
Software Developmenthttps://github.com/resources/articles?topic=software-development
DevOpshttps://github.com/resources/articles?topic=devops
Securityhttps://github.com/resources/articles?topic=security
View all topicshttps://github.com/resources/articles
Customer storieshttps://github.com/customer-stories
Events & webinarshttps://github.com/resources/events
Ebooks & reportshttps://github.com/resources/whitepapers
Business insightshttps://github.com/solutions/executive-insights
GitHub Skillshttps://skills.github.com
Documentationhttps://docs.github.com
Customer supporthttps://support.github.com
Community forumhttps://github.com/orgs/community/discussions
Trust centerhttps://github.com/trust-center
Partnershttps://github.com/partners
GitHub SponsorsFund open source developershttps://github.com/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/accelerator
Archive Programhttps://archiveprogram.github.com
Topicshttps://github.com/topics
Trendinghttps://github.com/trending
Collectionshttps://github.com/collections
Enterprise platformAI-powered developer platformhttps://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security featureshttps://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI featureshttps://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 supporthttps://github.com/premium-support
Pricinghttps://github.com/pricing
Search syntax tipshttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentationhttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fnoahdietz%2Fpython-spanner
Sign up https://patch-diff.githubusercontent.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=noahdietz%2Fpython-spanner
Reloadhttps://patch-diff.githubusercontent.com/noahdietz/python-spanner
Reloadhttps://patch-diff.githubusercontent.com/noahdietz/python-spanner
Reloadhttps://patch-diff.githubusercontent.com/noahdietz/python-spanner
noahdietz https://patch-diff.githubusercontent.com/noahdietz
python-spannerhttps://patch-diff.githubusercontent.com/noahdietz/python-spanner
googleapis/python-spannerhttps://patch-diff.githubusercontent.com/googleapis/python-spanner
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fnoahdietz%2Fpython-spanner
Fork 0 https://patch-diff.githubusercontent.com/login?return_to=%2Fnoahdietz%2Fpython-spanner
Star 1 https://patch-diff.githubusercontent.com/login?return_to=%2Fnoahdietz%2Fpython-spanner
Apache-2.0 license https://patch-diff.githubusercontent.com/noahdietz/python-spanner/blob/master/LICENSE
1 star https://patch-diff.githubusercontent.com/noahdietz/python-spanner/stargazers
101 forks https://patch-diff.githubusercontent.com/noahdietz/python-spanner/forks
Branches https://patch-diff.githubusercontent.com/noahdietz/python-spanner/branches
Tags https://patch-diff.githubusercontent.com/noahdietz/python-spanner/tags
Activity https://patch-diff.githubusercontent.com/noahdietz/python-spanner/activity
Star https://patch-diff.githubusercontent.com/login?return_to=%2Fnoahdietz%2Fpython-spanner
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fnoahdietz%2Fpython-spanner
Code https://patch-diff.githubusercontent.com/noahdietz/python-spanner
Pull requests 0 https://patch-diff.githubusercontent.com/noahdietz/python-spanner/pulls
Actions https://patch-diff.githubusercontent.com/noahdietz/python-spanner/actions
Projects 0 https://patch-diff.githubusercontent.com/noahdietz/python-spanner/projects
Security 0 https://patch-diff.githubusercontent.com/noahdietz/python-spanner/security
Insights https://patch-diff.githubusercontent.com/noahdietz/python-spanner/pulse
Code https://patch-diff.githubusercontent.com/noahdietz/python-spanner
Pull requests https://patch-diff.githubusercontent.com/noahdietz/python-spanner/pulls
Actions https://patch-diff.githubusercontent.com/noahdietz/python-spanner/actions
Projects https://patch-diff.githubusercontent.com/noahdietz/python-spanner/projects
Security https://patch-diff.githubusercontent.com/noahdietz/python-spanner/security
Insights https://patch-diff.githubusercontent.com/noahdietz/python-spanner/pulse
Brancheshttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/branches
Tagshttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/tags
https://patch-diff.githubusercontent.com/noahdietz/python-spanner/branches
https://patch-diff.githubusercontent.com/noahdietz/python-spanner/tags
357 Commitshttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/commits/master/
https://patch-diff.githubusercontent.com/noahdietz/python-spanner/commits/master/
.githubhttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/tree/master/.github
.githubhttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/tree/master/.github
.kokorohttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/tree/master/.kokoro
.kokorohttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/tree/master/.kokoro
benchmarkhttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/tree/master/benchmark
benchmarkhttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/tree/master/benchmark
docshttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/tree/master/docs
docshttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/tree/master/docs
googlehttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/tree/master/google
googlehttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/tree/master/google
test_utilshttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/tree/master/test_utils
test_utilshttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/tree/master/test_utils
testshttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/tree/master/tests
testshttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/tree/master/tests
.coveragerchttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/blob/master/.coveragerc
.coveragerchttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/blob/master/.coveragerc
.flake8https://patch-diff.githubusercontent.com/noahdietz/python-spanner/blob/master/.flake8
.flake8https://patch-diff.githubusercontent.com/noahdietz/python-spanner/blob/master/.flake8
.gitignorehttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/blob/master/.gitignore
.gitignorehttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/blob/master/.gitignore
.repo-metadata.jsonhttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/blob/master/.repo-metadata.json
.repo-metadata.jsonhttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/blob/master/.repo-metadata.json
CHANGELOG.mdhttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/blob/master/CHANGELOG.md
CHANGELOG.mdhttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/blob/master/CHANGELOG.md
CODE_OF_CONDUCT.mdhttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/blob/master/CODE_OF_CONDUCT.md
CODE_OF_CONDUCT.mdhttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/blob/master/CODE_OF_CONDUCT.md
CONTRIBUTING.rsthttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/blob/master/CONTRIBUTING.rst
CONTRIBUTING.rsthttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/blob/master/CONTRIBUTING.rst
LICENSEhttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/blob/master/LICENSE
LICENSEhttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/blob/master/LICENSE
MANIFEST.inhttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/blob/master/MANIFEST.in
MANIFEST.inhttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/blob/master/MANIFEST.in
README.rsthttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/blob/master/README.rst
README.rsthttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/blob/master/README.rst
noxfile.pyhttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/blob/master/noxfile.py
noxfile.pyhttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/blob/master/noxfile.py
pylint.config.pyhttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/blob/master/pylint.config.py
pylint.config.pyhttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/blob/master/pylint.config.py
renovate.jsonhttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/blob/master/renovate.json
renovate.jsonhttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/blob/master/renovate.json
setup.cfghttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/blob/master/setup.cfg
setup.cfghttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/blob/master/setup.cfg
setup.pyhttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/blob/master/setup.py
setup.pyhttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/blob/master/setup.py
synth.metadatahttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/blob/master/synth.metadata
synth.metadatahttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/blob/master/synth.metadata
synth.pyhttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/blob/master/synth.py
synth.pyhttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/blob/master/synth.py
READMEhttps://patch-diff.githubusercontent.com/noahdietz/python-spanner
Code of conducthttps://patch-diff.githubusercontent.com/noahdietz/python-spanner
Contributinghttps://patch-diff.githubusercontent.com/noahdietz/python-spanner
Apache-2.0 licensehttps://patch-diff.githubusercontent.com/noahdietz/python-spanner
https://patch-diff.githubusercontent.com/noahdietz/python-spanner#python-client-for-cloud-spanner
https://github.com/googleapis/google-cloud-python/blob/master/README.rst#general-availability
https://pypi.org/project/google-cloud-spanner/
https://pypi.org/project/google-cloud-spanner/
Cloud Spannerhttps://cloud.google.com/spanner/
Client Library Documentationhttps://googleapis.dev/python/spanner/latest
Product Documentationhttps://cloud.google.com/spanner/docs
https://patch-diff.githubusercontent.com/noahdietz/python-spanner#quick-start
Select or create a Cloud Platform project.https://console.cloud.google.com/project
Enable billing for your project.https://cloud.google.com/billing/docs/how-to/modify-project#enable_billing_for_a_project
Enable the Google Cloud Spanner API.https://cloud.google.com/spanner
Setup Authentication.https://googleapis.dev/python/google-api-core/latest/auth.html
https://patch-diff.githubusercontent.com/noahdietz/python-spanner#installation
virtualenvhttps://virtualenv.pypa.io/en/latest/
virtualenvhttps://virtualenv.pypa.io/en/latest/
virtualenvhttps://virtualenv.pypa.io/en/latest/
https://patch-diff.githubusercontent.com/noahdietz/python-spanner#supported-python-versions
https://patch-diff.githubusercontent.com/noahdietz/python-spanner#deprecated-python-versions
https://patch-diff.githubusercontent.com/noahdietz/python-spanner#maclinux
https://patch-diff.githubusercontent.com/noahdietz/python-spanner#windows
https://patch-diff.githubusercontent.com/noahdietz/python-spanner#example-usage
https://patch-diff.githubusercontent.com/noahdietz/python-spanner#executing-arbitrary-sql-in-a-transaction
https://patch-diff.githubusercontent.com/noahdietz/python-spanner#select-records-using-a-transaction
https://patch-diff.githubusercontent.com/noahdietz/python-spanner#insert-records-using-data-manipulation-language-dml-with-a-transaction
https://patch-diff.githubusercontent.com/noahdietz/python-spanner#insert-records-using-mutations-with-a-transaction
https://patch-diff.githubusercontent.com/noahdietz/python-spanner#update-records-using-data-manipulation-language-dml-with-a-transaction
https://patch-diff.githubusercontent.com/noahdietz/python-spanner#update-records-using-mutations-with-a-transaction
https://patch-diff.githubusercontent.com/noahdietz/python-spanner#next-steps
Client Library Documentationhttps://googleapis.dev/python/spanner/latest
Product documentationhttps://cloud.google.com/spanner/docs
Readme https://patch-diff.githubusercontent.com/noahdietz/python-spanner#readme-ov-file
Apache-2.0 license https://patch-diff.githubusercontent.com/noahdietz/python-spanner#Apache-2.0-1-ov-file
Code of conduct https://patch-diff.githubusercontent.com/noahdietz/python-spanner#coc-ov-file
Contributing https://patch-diff.githubusercontent.com/noahdietz/python-spanner#contributing-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/noahdietz/python-spanner
Activityhttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/activity
1 starhttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/stargazers
0 watchinghttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/watchers
0 forkshttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fnoahdietz%2Fpython-spanner&report=noahdietz+%28user%29
Releaseshttps://patch-diff.githubusercontent.com/noahdietz/python-spanner/releases
33 tags https://patch-diff.githubusercontent.com/noahdietz/python-spanner/tags
Packages 0https://patch-diff.githubusercontent.com/users/noahdietz/packages?repo_name=python-spanner
https://github.com
Termshttps://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacyhttps://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Securityhttps://github.com/security
Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
Contacthttps://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.