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Title: Update main.py by carieshmarie · Pull Request #337 · GoogleCloudPlatform/python-docs-samples · GitHub

Open Graph Title: Update main.py by carieshmarie · Pull Request #337 · GoogleCloudPlatform/python-docs-samples

X Title: Update main.py by carieshmarie · Pull Request #337 · GoogleCloudPlatform/python-docs-samples

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

Open Graph Description: Fix capitalization for region tag.

X Description: Fix capitalization for region tag.

Opengraph URL: https://github.com/GoogleCloudPlatform/python-docs-samples/pull/337

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https://togithub.com/googleapis/python-containeranalysis/blob/HEAD/CHANGELOG.md#271-httpsgithubcomgoogleapispython-containeranalysiscomparev270v271-2022-02-11	https://togithub.com/googleapis/python-containeranalysis/blob/HEAD/CHANGELOG.md#271-httpsgithubcomgoogleapispython-containeranalysiscomparev270v271-2022-02-11
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#256	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/256
#258	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/258
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#274	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/274
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#288	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/288
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#308	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/308
#309	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/309
#312	https://github.com/GoogleCloudPlatform/python-docs-samples/issues/312
#314	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/314
#315	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/315
#323	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/323
#329	https://github.com/GoogleCloudPlatform/python-docs-samples/issues/329
#333	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/333
#336	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/336
#337	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/337
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https://togithub.com/googleapis/python-pubsub/compare/v2.13.7...v2.13.9	https://togithub.com/googleapis/python-pubsub/compare/v2.13.7...v2.13.9
#8203	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/8203
https://togithub.com/googleapis/python-pubsub/issues/801	https://togithub.com/googleapis/python-pubsub/issues/801
https://togithub.com/googleapis/python-pubsub/commit/fa235033481783c2ec378b2a26b223bdff206461	https://togithub.com/googleapis/python-pubsub/commit/fa235033481783c2ec378b2a26b223bdff206461
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#338	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/338
#339	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/339
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telpirion	https://github.com/telpirion
Dec 2, 2022	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/337#ref-pullrequest-1473283525
chore(retail): migrate code from googleapis/python-retail #8781	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/8781
telpirion	https://github.com/telpirion
Dec 2, 2022	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/337#ref-commit-0b911fb
	https://github.com/kchertenko
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chore(samples): remove region tags. (	https://github.com/GoogleCloudPlatform/python-docs-samples/commit/0b911fb86406aaf3c8210a63455c9e214c290451
#337	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/337
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0b911fb	https://github.com/GoogleCloudPlatform/python-docs-samples/commit/0b911fb86406aaf3c8210a63455c9e214c290451
dandhlee	https://github.com/dandhlee
Dec 2, 2022	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/337#ref-commit-9df015c
	https://github.com/kchertenko
	https://github.com/parthea
	https://github.com/dandhlee
chore(samples): remove region tags. (	https://github.com/GoogleCloudPlatform/python-docs-samples/commit/9df015c2292232954d230ea4e9356ce2164f0208
#337	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/337
)	https://github.com/GoogleCloudPlatform/python-docs-samples/commit/9df015c2292232954d230ea4e9356ce2164f0208
9df015c	https://github.com/GoogleCloudPlatform/python-docs-samples/commit/9df015c2292232954d230ea4e9356ce2164f0208
Linchin	https://github.com/Linchin
Feb 3, 2026	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/337#ref-commit-74d18b5
	https://github.com/chalmerlowe
	https://github.com/apps/google-labs-jules
	https://github.com/apps/gcf-owl-bot
deps!: Drop support for Python 3.7 and 3.8 (AI Experiment) (	https://github.com/GoogleCloudPlatform/python-docs-samples/commit/74d18b54ce81e19aa53434bffda06f1e840cd00f
#337	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/337
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74d18b5	https://github.com/GoogleCloudPlatform/python-docs-samples/commit/74d18b54ce81e19aa53434bffda06f1e840cd00f
https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md	https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md
https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md	https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md
https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md	https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md
https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md	https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md
	https://github.com/Linchin
Linchin	https://github.com/Linchin
Feb 3, 2026	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/337#ref-pullrequest-3888330322
chore: migrate code from googleapis/python-db-dtypes-pandas #13776	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/13776
iennae	https://github.com/iennae
Feb 3, 2026	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/337#ref-commit-92d6169
	https://github.com/Linchin
	https://github.com/tswast
	https://github.com/apps/gcf-owl-bot
	https://github.com/renovate-bot
	https://github.com/parthea
	https://github.com/chelsea-lin
	https://github.com/chalmerlowe
	https://github.com/apps/google-labs-jules
	https://github.com/daniel-sanche
chore: migrate code from googleapis/python-db-dtypes-pandas (	https://github.com/GoogleCloudPlatform/python-docs-samples/commit/92d6169f0aa8ded47942c91381877b34b174149f
#13776	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/13776
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92d6169	https://github.com/GoogleCloudPlatform/python-docs-samples/commit/92d6169f0aa8ded47942c91381877b34b174149f
googleapis/python-bigquery#972	https://github.com/googleapis/python-bigquery/pull/972
#17	https://github.com/GoogleCloudPlatform/python-docs-samples/issues/17
#26	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/26
#32	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/32
#33	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/33
#54	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/54
googleapis/synthtool@52aef91	https://github.com/googleapis/synthtool/commit/52aef91f8d25223d9dbdb4aebd94ba8eea2101f3
#58	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/58
googleapis/synthtool@4760d8d	https://github.com/googleapis/synthtool/commit/4760d8dce1351d93658cb11d02a1b7ceb23ae5d7
#68	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/68
https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md	https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md
#76	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/76
googleapis/synthtool@82f5cb2	https://github.com/googleapis/synthtool/commit/82f5cb283efffe96e1b6cd634738e0e7de2cd90a
#80	https://github.com/GoogleCloudPlatform/python-docs-samples/issues/80
#83	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/83
#96	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/96
googleapis/synthtool@6fab84a	https://github.com/googleapis/synthtool/commit/6fab84af09f2cf89a031fd8671d1def6b2931b11
#102	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/102
googleapis/synthtool@1b71c10	https://github.com/googleapis/synthtool/commit/1b71c10e20de7ed3f97f692f99a0e3399b67049f
#105	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/105
#125	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/125
googleapis/synthtool@4f89b13	https://github.com/googleapis/synthtool/commit/4f89b13af10d086458f9b379e56a614f9d6dab7b
https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md	https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md
https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md	https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md
#144	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/144
https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md	https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md
#146	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/146
googleapis/synthtool@50db768	https://github.com/googleapis/synthtool/commit/50db768f450a50d7c1fd62513c113c9bb96fd434
#151	https://github.com/GoogleCloudPlatform/python-docs-samples/issues/151
#156	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/156
googleapis/synthtool@6ed3a83	https://github.com/googleapis/synthtool/commit/6ed3a831cb9ff69ef8a504c353e098ec0192ad93
#168	https://github.com/GoogleCloudPlatform/python-docs-samples/issues/168
googleapis/synthtool@7197a00	https://github.com/googleapis/synthtool/commit/7197a001ffb6d8ce7b0b9b11c280f0c536c1033a
#170	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/170
#174	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/174
#184	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/184
#188	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/188
#191	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/191
#209	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/209
https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md	https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md
#221	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/221
https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md	https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md
#223	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/223
googleapis/synthtool@af16e6d	https://github.com/googleapis/synthtool/commit/af16e6d4672cc7b400f144de2fc3068b54ff47d2
#235	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/235
#239	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/239
#243	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/243
#247	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/247
#251	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/251
#262	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/262
#281	https://github.com/GoogleCloudPlatform/python-docs-samples/issues/281
#290	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/290
https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md	https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md
#294	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/294
googleapis/synthtool@0da1658	https://github.com/googleapis/synthtool/commit/0da16589204e7f61911f64fcb30ac2d3b6e59b31
#337	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/337
https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md	https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md
https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md	https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md
https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md	https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md
https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md	https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md
#367	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/367
https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md	https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md
#368	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/368
#373	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/373
#380	https://github.com/GoogleCloudPlatform/python-docs-samples/pull/380
https://github.com/googleapis/python-db-dtypes-pandas/issues/381	https://github.com/googleapis/python-db-dtypes-pandas/issues/381
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