René's URL Explorer Experiment

Title: perf(bigframes): Improve write api upload throughput by TrevorBergeron · Pull Request #16641 · googleapis/google-cloud-python · GitHub

Open Graph Title: perf(bigframes): Improve write api upload throughput by TrevorBergeron · Pull Request #16641 · googleapis/google-cloud-python

X Title: perf(bigframes): Improve write api upload throughput by TrevorBergeron · Pull Request #16641 · googleapis/google-cloud-python

Description: Google Cloud Client Libraries for Python. Contribute to googleapis/google-cloud-python development by creating an account on GitHub.

Open Graph Description: Thank you for opening a Pull Request! Before submitting your PR, there are a few things you can do to make sure it goes smoothly: Make sure to open an issue as a bug/issue before writing your cod...

X Description: Thank you for opening a Pull Request! Before submitting your PR, there are a few things you can do to make sure it goes smoothly: Make sure to open an issue as a bug/issue before writing your cod...

Opengraph URL: https://github.com/googleapis/google-cloud-python/pull/16641

X: @github

direct link

Domain: github.com

route-pattern	/_view_fragments/voltron/pull_requests/show/:user_id/:repository/:id/pull_request_layout(.:format)
route-controller	voltron_pull_requests_fragments
route-action	pull_request_layout
fetch-nonce	v2:1541fd47-eeec-3e36-769f-53b15053a1e7
current-catalog-service-hash	ae870bc5e265a340912cde392f23dad3671a0a881730ffdadd82f2f57d81641b
request-id	B192:33585E:424FF11:5DC168A:6A56BF3C
html-safe-nonce	82e809dd4213b8e460f47a93d94a5ef41f21d0b3b79c34e1be798e5b8ac76061
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJCMTkyOjMzNTg1RTo0MjRGRjExOjVEQzE2OEE6NkE1NkJGM0MiLCJ2aXNpdG9yX2lkIjoiODkyOTUxMzY0MDQyMTY3MDcxNiIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmac	196f98ba9f1d0e5a75ef5d3e7f580523e49e84dd2057a5cc7286ef64a1024eb1
hovercard-subject-tag	pull_request:3525449060
github-keyboard-shortcuts	repository,pull-request-list,pull-request-conversation,pull-request-files-changed,copilot
google-site-verification	Apib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-url	https://collector.github.com/github/collect
analytics-location	///voltron/pull_requests_fragments/pull_request_layout
fb:app_id	1401488693436528
apple-itunes-app	app-id=1477376905, app-argument=https://github.com/_view_fragments/voltron/pull_requests/show/googleapis/google-cloud-python/16641/pull_request_layout
twitter:image	https://opengraph.githubassets.com/cb977c488f942b5a2dab6d031e7f94f842b5a02f76fee4bb25494924d996cd45/googleapis/google-cloud-python/pull/16641
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/cb977c488f942b5a2dab6d031e7f94f842b5a02f76fee4bb25494924d996cd45/googleapis/google-cloud-python/pull/16641
og:image:alt	Thank you for opening a Pull Request! Before submitting your PR, there are a few things you can do to make sure it goes smoothly: Make sure to open an issue as a bug/issue before writing your cod...
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
og:author:username	TrevorBergeron
hostname	github.com
expected-hostname	github.com
None	df99b7164e1d961b639cf5d3cbd6b5ba673edc67bd7e47cdc4746b96099e11ae
turbo-cache-control	no-cache
go-import	github.com/googleapis/google-cloud-python git https://github.com/googleapis/google-cloud-python.git
octolytics-dimension-user_id	16785467
octolytics-dimension-user_login	googleapis
octolytics-dimension-repository_id	16316451
octolytics-dimension-repository_nwo	googleapis/google-cloud-python
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	false
octolytics-dimension-repository_network_root_id	16316451
octolytics-dimension-repository_network_root_nwo	googleapis/google-cloud-python
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	829f7fb08f3c7a059361601ffe917f622508969c
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://github.com/googleapis/google-cloud-python/pull/16641#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fgoogleapis%2Fgoogle-cloud-python%2Fpull%2F16641
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/open-source/sponsors
Security Lab	https://securitylab.github.com
Maintainer Community	https://maintainers.github.com
Accelerator	https://github.com/open-source/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/enterprise/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%2Fgoogleapis%2Fgoogle-cloud-python%2Fpull%2F16641
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%2Fvoltron%2Fpull_requests_fragments%2Fpull_request_layout&source=header-repo&source_repo=googleapis%2Fgoogle-cloud-python
Reload	https://github.com/googleapis/google-cloud-python/pull/16641
Reload	https://github.com/googleapis/google-cloud-python/pull/16641
Reload	https://github.com/googleapis/google-cloud-python/pull/16641
Please reload this page	https://github.com/googleapis/google-cloud-python/pull/16641
googleapis	https://github.com/googleapis
google-cloud-python	https://github.com/googleapis/google-cloud-python
Notifications	https://github.com/login?return_to=%2Fgoogleapis%2Fgoogle-cloud-python
Fork 1.7k	https://github.com/login?return_to=%2Fgoogleapis%2Fgoogle-cloud-python
Star 5.3k	https://github.com/login?return_to=%2Fgoogleapis%2Fgoogle-cloud-python
Code	https://github.com/googleapis/google-cloud-python
Issues 448	https://github.com/googleapis/google-cloud-python/issues
Pull requests 135	https://github.com/googleapis/google-cloud-python/pulls
Discussions	https://github.com/googleapis/google-cloud-python/discussions
Actions	https://github.com/googleapis/google-cloud-python/actions
Projects	https://github.com/googleapis/google-cloud-python/projects
Security and quality 0	https://github.com/googleapis/google-cloud-python/security
Insights	https://github.com/googleapis/google-cloud-python/pulse
Code	https://github.com/googleapis/google-cloud-python
Issues	https://github.com/googleapis/google-cloud-python/issues
Pull requests	https://github.com/googleapis/google-cloud-python/pulls
Discussions	https://github.com/googleapis/google-cloud-python/discussions
Actions	https://github.com/googleapis/google-cloud-python/actions
Projects	https://github.com/googleapis/google-cloud-python/projects
Security and quality	https://github.com/googleapis/google-cloud-python/security
Insights	https://github.com/googleapis/google-cloud-python/pulse
TrevorBergeron	https://github.com/TrevorBergeron
main	https://github.com/googleapis/google-cloud-python/tree/main
tbergeron_write_api_redo	https://github.com/googleapis/google-cloud-python/tree/tbergeron_write_api_redo
Conversation	https://github.com/googleapis/google-cloud-python/pull/16641
Commits4 (4)	https://github.com/googleapis/google-cloud-python/pull/16641/commits
Checks	https://github.com/googleapis/google-cloud-python/pull/16641/checks
Files changed	https://github.com/googleapis/google-cloud-python/pull/16641/files
perf(bigframes): Improve write api upload throughput	https://github.com/googleapis/google-cloud-python/pull/16641#top
TrevorBergeron	https://github.com/TrevorBergeron
main	https://github.com/googleapis/google-cloud-python/tree/main
tbergeron_write_api_redo	https://github.com/googleapis/google-cloud-python/tree/tbergeron_write_api_redo
	https://github.com/TrevorBergeron
TrevorBergeron	https://github.com/TrevorBergeron
Apr 13, 2026	https://github.com/googleapis/google-cloud-python/pull/16641#issue-4258206057
bug/issue	https://github.com/googleapis/google-cloud-python/issues
Please reload this page	https://github.com/googleapis/google-cloud-python/pull/16641
	https://github.com/TrevorBergeron
perf(bigframes): Improve write api upload throughput	https://github.com/googleapis/google-cloud-python/pull/16641/commits/9ace68b869a8a7b8bbd61ba3928d114cb8603b39
9ace68b	https://github.com/googleapis/google-cloud-python/pull/16641/commits/9ace68b869a8a7b8bbd61ba3928d114cb8603b39
	https://github.com/TrevorBergeron
TrevorBergeron	https://github.com/TrevorBergeron
code owners	https://github.com/googleapis/google-cloud-python/blob/e22d279211b7d5e780d32256ef3d378226241aef/.github/CODEOWNERS#L31
April 13, 2026 22:16	https://github.com/googleapis/google-cloud-python/pull/16641#event-24464765817
	https://github.com/TrevorBergeron
TrevorBergeron	https://github.com/TrevorBergeron
sycai	https://github.com/sycai
April 13, 2026 22:16	https://github.com/googleapis/google-cloud-python/pull/16641#event-24464766060
	https://github.com/apps/gemini-code-assist
gemini-code-assist	https://github.com/apps/gemini-code-assist
Apr 13, 2026	https://github.com/googleapis/google-cloud-python/pull/16641#pullrequestreview-4102277994
View reviewed changes	https://github.com/googleapis/google-cloud-python/pull/16641/files/9ace68b869a8a7b8bbd61ba3928d114cb8603b39
gemini-code-assist	https://github.com/apps/gemini-code-assist
	https://github.com/googleapis/google-cloud-python/pull/16641#pullrequestreview-4102277994
Learn more	https://docs.github.com/articles/managing-disruptive-comments/#hiding-a-comment
Please reload this page	https://github.com/googleapis/google-cloud-python/pull/16641
packages/bigframes/bigframes/session/loader.py	https://github.com/googleapis/google-cloud-python/pull/16641/files/9ace68b869a8a7b8bbd61ba3928d114cb8603b39#diff-5a47def8b3316f6268e7327f94b533ee86d4a57b0e4729aab13b5ed3ad5bafc3
Please reload this page	https://github.com/googleapis/google-cloud-python/pull/16641
TrevorBergeron	https://github.com/TrevorBergeron
April 13, 2026 23:15	https://github.com/googleapis/google-cloud-python/pull/16641#commits-pushed-09acc1d
	https://github.com/TrevorBergeron
linted	https://github.com/googleapis/google-cloud-python/pull/16641/commits/09acc1dfefe440c7533f763357346a40ffd9295b
09acc1d	https://github.com/googleapis/google-cloud-python/pull/16641/commits/09acc1dfefe440c7533f763357346a40ffd9295b
	https://github.com/TrevorBergeron
Merge remote-tracking branch 'origin/main' into tbergeron_write_api_redo	https://github.com/googleapis/google-cloud-python/pull/16641/commits/31d397ed06ea424730615bf6fb5be1eb9207ed1a
31d397e	https://github.com/googleapis/google-cloud-python/pull/16641/commits/31d397ed06ea424730615bf6fb5be1eb9207ed1a
	https://github.com/TrevorBergeron
handle row_errors	https://github.com/googleapis/google-cloud-python/pull/16641/commits/3486b31937e55bda90995a37fe69bf103e196823
3486b31	https://github.com/googleapis/google-cloud-python/pull/16641/commits/3486b31937e55bda90995a37fe69bf103e196823
	https://github.com/sycai
sycai	https://github.com/sycai
Apr 14, 2026	https://github.com/googleapis/google-cloud-python/pull/16641#pullrequestreview-4109216085
View reviewed changes	https://github.com/googleapis/google-cloud-python/pull/16641/files/3486b31937e55bda90995a37fe69bf103e196823
	https://github.com/TrevorBergeron
TrevorBergeron	https://github.com/TrevorBergeron
ef856b0	https://github.com/googleapis/google-cloud-python/commit/ef856b0436da069263dcd66717064a8f3542c889
Apr 14, 2026	https://github.com/googleapis/google-cloud-python/pull/16641#event-24505667964
Please reload this page	https://github.com/googleapis/google-cloud-python/pull/16641
	https://github.com/TrevorBergeron
TrevorBergeron	https://github.com/TrevorBergeron
April 14, 2026 22:12	https://github.com/googleapis/google-cloud-python/pull/16641#event-24505668628
chalmerlowe	https://github.com/chalmerlowe
Apr 15, 2026	https://github.com/googleapis/google-cloud-python/pull/16641#ref-commit-203c0d9
	https://github.com/TrevorBergeron
	https://github.com/chalmerlowe
perf(bigframes): Improve write api upload throughput (	https://github.com/googleapis/google-cloud-python/commit/203c0d9f6646df3fd481a2bef259349e7e3ec01e
#16641	https://github.com/googleapis/google-cloud-python/pull/16641
)	https://github.com/googleapis/google-cloud-python/commit/203c0d9f6646df3fd481a2bef259349e7e3ec01e
203c0d9	https://github.com/googleapis/google-cloud-python/commit/203c0d9f6646df3fd481a2bef259349e7e3ec01e
	https://github.com/shuoweil
shuoweil	https://github.com/shuoweil
May 13, 2026	https://github.com/googleapis/google-cloud-python/pull/16641#ref-pullrequest-4434814418
chore: release bigframes 2.40.0 #17056	https://github.com/googleapis/google-cloud-python/pull/17056
shuoweil	https://github.com/shuoweil
May 13, 2026	https://github.com/googleapis/google-cloud-python/pull/16641#ref-commit-bb41e93
	https://github.com/shuoweil
chore: release bigframes 2.40.0 (	https://github.com/googleapis/google-cloud-python/commit/bb41e93858ce74afa4c412c83528af4ea249f937
#17056	https://github.com/googleapis/google-cloud-python/pull/17056
)	https://github.com/googleapis/google-cloud-python/commit/bb41e93858ce74afa4c412c83528af4ea249f937
bb41e93	https://github.com/googleapis/google-cloud-python/commit/bb41e93858ce74afa4c412c83528af4ea249f937
bigframes-v2.39.0...bigframes-v2.40.0	https://github.com/googleapis/google-cloud-python/compare/bigframes-v2.39.0...bigframes-v2.40.0
#16588	https://github.com/googleapis/google-cloud-python/pull/16588
fa20a74	https://github.com/googleapis/google-cloud-python/commit/fa20a740b15accf2b1ae18a9ac20b75f006dbcad
fa20a740	https://github.com/googleapis/google-cloud-python/commit/fa20a740
#16771	https://github.com/googleapis/google-cloud-python/pull/16771
#16759	https://github.com/googleapis/google-cloud-python/pull/16759
d4afa2c	https://github.com/googleapis/google-cloud-python/commit/d4afa2c835d53983ecd22e2f9835107791cde65f
d4afa2c8	https://github.com/googleapis/google-cloud-python/commit/d4afa2c8
fcb4579	https://github.com/googleapis/google-cloud-python/commit/fcb4579b9e273c3ad43ed150f4ef0fbb7daeef2c
fcb4579b	https://github.com/googleapis/google-cloud-python/commit/fcb4579b
#16640	https://github.com/googleapis/google-cloud-python/pull/16640
ca47835	https://github.com/googleapis/google-cloud-python/commit/ca47835ce0e381c0833545ca1cf7734c3c34ceb5
ca47835c	https://github.com/googleapis/google-cloud-python/commit/ca47835c
#16919	https://github.com/googleapis/google-cloud-python/pull/16919
#16990	https://github.com/googleapis/google-cloud-python/pull/16990
#16857	https://github.com/googleapis/google-cloud-python/pull/16857
9f42fe1	https://github.com/googleapis/google-cloud-python/commit/9f42fe1436df61ca0abad77bb4b51ed983a85a48
9f42fe14	https://github.com/googleapis/google-cloud-python/commit/9f42fe14
e9c52b1	https://github.com/googleapis/google-cloud-python/commit/e9c52b12c02f8b15e43b62e6f3fb7617ac3bdfd9
e9c52b12	https://github.com/googleapis/google-cloud-python/commit/e9c52b12
f3cb4ad	https://github.com/googleapis/google-cloud-python/commit/f3cb4ad04a15a58a931d4feb43b172805209cf58
f3cb4ad0	https://github.com/googleapis/google-cloud-python/commit/f3cb4ad0
#16665	https://github.com/googleapis/google-cloud-python/pull/16665
bbdeb70	https://github.com/googleapis/google-cloud-python/commit/bbdeb70fff766dc51bcac32b5312c13ce16764d4
bbdeb70f	https://github.com/googleapis/google-cloud-python/commit/bbdeb70f
#16555	https://github.com/googleapis/google-cloud-python/pull/16555
6d46cba	https://github.com/googleapis/google-cloud-python/commit/6d46cba3777c1b2adf6f1f86f6d3db3ea30c55d2
6d46cba3	https://github.com/googleapis/google-cloud-python/commit/6d46cba3
#16554	https://github.com/googleapis/google-cloud-python/pull/16554
2f792ab	https://github.com/googleapis/google-cloud-python/commit/2f792abd5d48ec680305e1e4ec9136360e16c9a5
2f792abd	https://github.com/googleapis/google-cloud-python/commit/2f792abd
#16617	https://github.com/googleapis/google-cloud-python/pull/16617
479e44d	https://github.com/googleapis/google-cloud-python/commit/479e44ddb8ba7515797f062064c4ebf2db5d09f2
479e44dd	https://github.com/googleapis/google-cloud-python/commit/479e44dd
#16933	https://github.com/googleapis/google-cloud-python/pull/16933
ef9945a	https://github.com/googleapis/google-cloud-python/commit/ef9945a5d6296e6bbf00b6ef980462f5a0b91b20
ef9945a5	https://github.com/googleapis/google-cloud-python/commit/ef9945a5
#16562	https://github.com/googleapis/google-cloud-python/pull/16562
fdd3e0d	https://github.com/googleapis/google-cloud-python/commit/fdd3e0de66377d75ec235e4fc071e4ecc33a35c7
fdd3e0de	https://github.com/googleapis/google-cloud-python/commit/fdd3e0de
#16917	https://github.com/googleapis/google-cloud-python/pull/16917
fe5245b	https://github.com/googleapis/google-cloud-python/commit/fe5245b8f20dd94231e72e2572609e029ee137c7
fe5245b8	https://github.com/googleapis/google-cloud-python/commit/fe5245b8
#16641	https://github.com/googleapis/google-cloud-python/pull/16641
ef856b0	https://github.com/googleapis/google-cloud-python/commit/ef856b0436da069263dcd66717064a8f3542c889
ef856b04	https://github.com/googleapis/google-cloud-python/commit/ef856b04
#16570	https://github.com/googleapis/google-cloud-python/pull/16570
a8fccef	https://github.com/googleapis/google-cloud-python/commit/a8fccefd868e3474d3a2cfbabc03364891e05824
a8fccefd	https://github.com/googleapis/google-cloud-python/commit/a8fccefd
nidhiii-27	https://github.com/nidhiii-27
May 18, 2026	https://github.com/googleapis/google-cloud-python/pull/16641#ref-commit-83f454a
	https://github.com/shuoweil
	https://github.com/nidhiii-27
chore: release bigframes 2.40.0 (	https://github.com/googleapis/google-cloud-python/commit/83f454af1d7410134ef6ab522da9e3c498c46255
#17056	https://github.com/googleapis/google-cloud-python/pull/17056
)	https://github.com/googleapis/google-cloud-python/commit/83f454af1d7410134ef6ab522da9e3c498c46255
83f454a	https://github.com/googleapis/google-cloud-python/commit/83f454af1d7410134ef6ab522da9e3c498c46255
bigframes-v2.39.0...bigframes-v2.40.0	https://github.com/googleapis/google-cloud-python/compare/bigframes-v2.39.0...bigframes-v2.40.0
#16588	https://github.com/googleapis/google-cloud-python/pull/16588
fa20a74	https://github.com/googleapis/google-cloud-python/commit/fa20a740b15accf2b1ae18a9ac20b75f006dbcad
fa20a740	https://github.com/googleapis/google-cloud-python/commit/fa20a740
#16771	https://github.com/googleapis/google-cloud-python/pull/16771
#16759	https://github.com/googleapis/google-cloud-python/pull/16759
d4afa2c	https://github.com/googleapis/google-cloud-python/commit/d4afa2c835d53983ecd22e2f9835107791cde65f
d4afa2c8	https://github.com/googleapis/google-cloud-python/commit/d4afa2c8
fcb4579	https://github.com/googleapis/google-cloud-python/commit/fcb4579b9e273c3ad43ed150f4ef0fbb7daeef2c
fcb4579b	https://github.com/googleapis/google-cloud-python/commit/fcb4579b
#16640	https://github.com/googleapis/google-cloud-python/pull/16640
ca47835	https://github.com/googleapis/google-cloud-python/commit/ca47835ce0e381c0833545ca1cf7734c3c34ceb5
ca47835c	https://github.com/googleapis/google-cloud-python/commit/ca47835c
#16919	https://github.com/googleapis/google-cloud-python/pull/16919
#16990	https://github.com/googleapis/google-cloud-python/pull/16990
#16857	https://github.com/googleapis/google-cloud-python/pull/16857
9f42fe1	https://github.com/googleapis/google-cloud-python/commit/9f42fe1436df61ca0abad77bb4b51ed983a85a48
9f42fe14	https://github.com/googleapis/google-cloud-python/commit/9f42fe14
e9c52b1	https://github.com/googleapis/google-cloud-python/commit/e9c52b12c02f8b15e43b62e6f3fb7617ac3bdfd9
e9c52b12	https://github.com/googleapis/google-cloud-python/commit/e9c52b12
f3cb4ad	https://github.com/googleapis/google-cloud-python/commit/f3cb4ad04a15a58a931d4feb43b172805209cf58
f3cb4ad0	https://github.com/googleapis/google-cloud-python/commit/f3cb4ad0
#16665	https://github.com/googleapis/google-cloud-python/pull/16665
bbdeb70	https://github.com/googleapis/google-cloud-python/commit/bbdeb70fff766dc51bcac32b5312c13ce16764d4
bbdeb70f	https://github.com/googleapis/google-cloud-python/commit/bbdeb70f
#16555	https://github.com/googleapis/google-cloud-python/pull/16555
6d46cba	https://github.com/googleapis/google-cloud-python/commit/6d46cba3777c1b2adf6f1f86f6d3db3ea30c55d2
6d46cba3	https://github.com/googleapis/google-cloud-python/commit/6d46cba3
#16554	https://github.com/googleapis/google-cloud-python/pull/16554
2f792ab	https://github.com/googleapis/google-cloud-python/commit/2f792abd5d48ec680305e1e4ec9136360e16c9a5
2f792abd	https://github.com/googleapis/google-cloud-python/commit/2f792abd
#16617	https://github.com/googleapis/google-cloud-python/pull/16617
479e44d	https://github.com/googleapis/google-cloud-python/commit/479e44ddb8ba7515797f062064c4ebf2db5d09f2
479e44dd	https://github.com/googleapis/google-cloud-python/commit/479e44dd
#16933	https://github.com/googleapis/google-cloud-python/pull/16933
ef9945a	https://github.com/googleapis/google-cloud-python/commit/ef9945a5d6296e6bbf00b6ef980462f5a0b91b20
ef9945a5	https://github.com/googleapis/google-cloud-python/commit/ef9945a5
#16562	https://github.com/googleapis/google-cloud-python/pull/16562
fdd3e0d	https://github.com/googleapis/google-cloud-python/commit/fdd3e0de66377d75ec235e4fc071e4ecc33a35c7
fdd3e0de	https://github.com/googleapis/google-cloud-python/commit/fdd3e0de
#16917	https://github.com/googleapis/google-cloud-python/pull/16917
fe5245b	https://github.com/googleapis/google-cloud-python/commit/fe5245b8f20dd94231e72e2572609e029ee137c7
fe5245b8	https://github.com/googleapis/google-cloud-python/commit/fe5245b8
#16641	https://github.com/googleapis/google-cloud-python/pull/16641
ef856b0	https://github.com/googleapis/google-cloud-python/commit/ef856b0436da069263dcd66717064a8f3542c889
ef856b04	https://github.com/googleapis/google-cloud-python/commit/ef856b04
#16570	https://github.com/googleapis/google-cloud-python/pull/16570
a8fccef	https://github.com/googleapis/google-cloud-python/commit/a8fccefd868e3474d3a2cfbabc03364891e05824
a8fccefd	https://github.com/googleapis/google-cloud-python/commit/a8fccefd
	https://github.co/hiddenchars
	https://github.com/googleapis/google-cloud-python/pull/{{ revealButtonHref }}
Sign up for free	https://github.com/join?source=comment-repo
Sign in to comment	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fgoogleapis%2Fgoogle-cloud-python%2Fpull%2F16641
	https://github.com/sycai
sycai	https://github.com/sycai
	https://github.com/googleapis/google-cloud-python/pull/16641/files/3486b31937e55bda90995a37fe69bf103e196823
	https://github.com/apps/gemini-code-assist
gemini-code-assist[bot]	https://github.com/apps/gemini-code-assist
	https://github.com/googleapis/google-cloud-python/pull/16641/files/9ace68b869a8a7b8bbd61ba3928d114cb8603b39
Please reload this page	https://github.com/googleapis/google-cloud-python/pull/16641
	https://github.com/TrevorBergeron
	https://github.com/sycai
	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.