docs: add connector libraries overview table to package README by shuoweil · Pull Request #17939 · googleapis/google-cloud-python

shuoweil · 2026-07-30T01:16:12Z

Adds a Related Libraries table to the google-cloud-bigquery README.rst linking connector libraries for DataFrame operations:

BigQuery DataFrames (bigframes): pandas/scikit-learn-like API powered by BigQuery engine.
pandas-gbq: integration for loading and writing pandas DataFrames.

Fixes #<522853190> 🦕

gemini-code-assist

Code Review

This pull request deprecates retrieving Arrow record batches directly via google-cloud-bigquery-storage, delegating this functionality to a new arrow module in pandas-gbq. It also adds related documentation and updates tests. The review feedback identifies two important issues in the new pandas_gbq/arrow.py file: a potential AttributeError when accessing arrow_record_batch if it is None, and an invalid attribute access on pyarrow.ipc.Message, which does not possess a schema attribute.

tswast · 2026-08-03T16:48:25Z

+   * - `BigQuery DataFrames (bigframes) <https://cloud.google.com/python/docs/reference/bigframes/latest>`_
+     - Flexible pandas-like and scikit-learn-like API powered by BigQuery engine for large-scale data analysis and ML.
+     - `BigFrames Docs <https://cloud.google.com/python/docs/reference/bigframes/latest>`_


We want to point people to https://dataframes.bigquery.dev/

Done, thanks!

Adds a **Related Libraries** table to the `google-cloud-bigquery` [README.rst](file:///usr/local/google/home/shuowei/src/google-cloud-python/google-cloud-python/packages/google-cloud-bigquery/README.rst) linking connector libraries for DataFrame operations: - **BigQuery DataFrames (`bigframes`)**: pandas/scikit-learn-like API powered by BigQuery engine. - **`pandas-gbq`**: integration for loading and writing pandas DataFrames. Fixes #<522853190> 🦕

#17939)" This reverts commit 4511991.

🤖 I have created a release *beep* *boop* --- <details><summary>bigquery-magics: 0.15.1</summary> ## [0.15.1](bigquery-magics-v0.15.0...bigquery-magics-v0.15.1) (2026-08-06) ### Bug Fixes * bump grpcio to 1.59.0; require Python 3.10+ ([#17351](#17351)) ([a53487a](a53487a)) * require Protobuf 6.33.5+ ([#17743](#17743)) ([d267342](d267342)) </details> <details><summary>gapic-generator: 1.38.0</summary> ## [1.38.0](gapic-generator-v1.37.1...gapic-generator-v1.38.0) (2026-08-06) ### Features * **generator:** delegate REST transcoding to google-api-core ([#17766](#17766)) ([7b05aab](7b05aab)) * **generator:** gapic generator centralization routing ([#17816](#17816)) ([32a2442](32a2442)) ### Bug Fixes * add typing for header_params ([#17914](#17914)) ([9e98b93](9e98b93)) * **api-core:** use truthiness check in setup_request_id to support proto-plus messages ([#18000](#18000)) ([ad8f93c](ad8f93c)) * avoid retaining routing parameter instances in cache ([#17961](#17961)) ([f64ada2](f64ada2)) * bump aiohttp from 3.13.5 to 3.14.3 in /packages/gapic-generator ([#17990](#17990)) ([6ff5815](6ff5815)) * bump cryptography from 48.0.1 to 50.0.0 in /packages/gapic-generator ([#17991](#17991)) ([d607f25](d607f25)) * bump grpcio to 1.59.0; require Python 3.10+ ([#17351](#17351)) ([a53487a](a53487a)) * **generator:** use flat_ref_types in test templates and delete remove-unused-imports ([#17900](#17900)) ([395f764](395f764)) * require Protobuf 6.33.5+ ([#17743](#17743)) ([d267342](d267342)) * resolve collision with reserved words in samples ([#17912](#17912)) ([588cda9](588cda9)) * upgrade Protobuf and gRPC in WORKSPACE ([#17882](#17882)) ([5b5ece5](5b5ece5)) </details> <details><summary>gcp-sphinx-docfx-yaml: 3.3.1</summary> ## [3.3.1](gcp-sphinx-docfx-yaml-v3.3.0...gcp-sphinx-docfx-yaml-v3.3.1) (2026-08-06) ### Bug Fixes * bump grpcio to 1.59.0; require Python 3.10+ ([#17351](#17351)) ([a53487a](a53487a)) * require Protobuf 6.33.5+ ([#17743](#17743)) ([d267342](d267342)) </details> <details><summary>google-ads-admanager: 0.10.1</summary> ## [0.10.1](google-ads-admanager-v0.10.0...google-ads-admanager-v0.10.1) (2026-08-06) ### Features * update googleapis and regenerate ([#17893](#17893)) ([e70ab6f](e70ab6f)) </details> <details><summary>google-api-core: 2.34.0</summary> ## [2.34.0](google-api-core-v2.33.0...google-api-core-v2.34.0) (2026-08-06) ### Features * Add Feature Gating configuration helpers. ([#17524](#17524)) ([eceea95](eceea95)) * **api-core:** centralize rest transcoding helpers ([#17765](#17765)) ([4f21b8b](4f21b8b)) ### Bug Fixes * **api-core:** use truthiness check in setup_request_id to support proto-plus messages ([#18000](#18000)) ([ad8f93c](ad8f93c)) * bump grpcio to 1.59.0; require Python 3.10+ ([#17351](#17351)) ([a53487a](a53487a)) * deduplicate x-goog-api-client headers ([#17616](#17616)) ([6167e41](6167e41)) * require Protobuf 6.33.5+ ([#17743](#17743)) ([d267342](d267342)) </details> <details><summary>google-apps-chat: 0.10.4</summary> ## [0.10.4](google-apps-chat-v0.10.3...google-apps-chat-v0.10.4) (2026-08-06) ### Features * update googleapis and regenerate ([#17893](#17893)) ([e70ab6f](e70ab6f)) </details> <details><summary>google-auth: 2.56.3</summary> ## [2.56.3](google-auth-v2.56.2...google-auth-v2.56.3) (2026-08-06) ### Bug Fixes * **auth:** avoid creating mTLS SSL context for custom async transports ([#17825](#17825)) ([fbe33f9](fbe33f9)), refs [#17622](#17622) * **auth:** only trigger mTLS certificate rotation on mTLS endpoints ([#17928](#17928)) ([f7b49ea](f7b49ea)) * **auth:** properly extract stdout from gnubby webauthn plugin failures ([#17885](#17885)) ([744e826](744e826)) * deduplicate x-goog-api-client headers ([#17616](#17616)) ([6167e41](6167e41)) * **oauth2:** avoid redundant JWKS network fetches ([#17891](#17891)) ([de53298](de53298)) ### Performance Improvements * **auth:** use generator expression in any() to allow short-circuiting ([735e565](735e565)) * **auth:** use generator expression in any() to allow short-circuiting ([#17937](#17937)) ([735e565](735e565)) </details> <details><summary>google-auth-httplib2: 0.4.1</summary> ## [0.4.1](google-auth-httplib2-v0.4.0...google-auth-httplib2-v0.4.1) (2026-08-06) ### Bug Fixes * require Protobuf 6.33.5+ ([#17743](#17743)) ([d267342](d267342)) </details> <details><summary>google-cloud-access-context-manager: 0.6.1</summary> ## [0.6.1](google-cloud-access-context-manager-v0.6.0...google-cloud-access-context-manager-v0.6.1) (2026-08-06) ### Bug Fixes * bump grpcio to 1.59.0; require Python 3.10+ ([#17351](#17351)) ([a53487a](a53487a)) * require Protobuf 6.33.5+ ([#17743](#17743)) ([d267342](d267342)) </details> <details><summary>google-cloud-agentidentitycredentials: 0.1.1</summary> ## [0.1.1](google-cloud-agentidentitycredentials-v0.1.0...google-cloud-agentidentitycredentials-v0.1.1) (2026-08-06) ### Features * **google/cloud/agentidentitycredentials/v1beta:** add google-cloud-agentidentitycredentials v1beta ([#17898](#17898)) ([b692dae](b692dae)) * update googleapis and regenerate ([#17893](#17893)) ([e70ab6f](e70ab6f)) </details> <details><summary>google-cloud-audit-log: 0.6.1</summary> ## [0.6.1](google-cloud-audit-log-v0.6.0...google-cloud-audit-log-v0.6.1) (2026-08-06) ### Bug Fixes * bump grpcio to 1.59.0; require Python 3.10+ ([#17351](#17351)) ([a53487a](a53487a)) * require Protobuf 6.33.5+ ([#17743](#17743)) ([d267342](d267342)) </details> <details><summary>google-cloud-backupdr: 0.10.1</summary> ## [0.10.1](google-cloud-backupdr-v0.10.0...google-cloud-backupdr-v0.10.1) (2026-08-06) ### Features * update googleapis and regenerate ([#17893](#17893)) ([e70ab6f](e70ab6f)) </details> <details><summary>google-cloud-batch: 0.22.2</summary> ## [0.22.2](google-cloud-batch-v0.22.1...google-cloud-batch-v0.22.2) (2026-08-06) ### Features * update googleapis and regenerate ([#17893](#17893)) ([e70ab6f](e70ab6f)) </details> <details><summary>google-cloud-biglake: 0.5.1</summary> ## [0.5.1](google-cloud-biglake-v0.5.0...google-cloud-biglake-v0.5.1) (2026-08-06) ### Features * update googleapis and regenerate ([#17893](#17893)) ([e70ab6f](e70ab6f)) </details> <details><summary>google-cloud-biglake-hive: 0.3.2</summary> ## [0.3.2](google-cloud-biglake-hive-v0.3.1...google-cloud-biglake-hive-v0.3.2) (2026-08-06) ### Features * update googleapis and regenerate ([#17893](#17893)) ([e70ab6f](e70ab6f)) </details> <details><summary>google-cloud-bigquery: 3.43.0</summary> ## [3.43.0](google-cloud-bigquery-v3.42.3...google-cloud-bigquery-v3.43.0) (2026-08-06) ### Features * add pandas-gbq capability helper ([#17957](#17957)) ([2207ca6](2207ca6)) ### Bug Fixes * **bigquery:** Fix bigquery socket leak ([#17953](#17953)) ([8c26b38](8c26b38)) * remove stray debug print in RangeQueryParameter constructor ([#17973](#17973)) ([fe7bfd0](fe7bfd0)) ### Documentation * add connector libraries overview table to package README ([#17939](#17939)) ([71bc622](71bc622)) * correct return type in CellDataParser.time_to_py docstring ([#17972](#17972)) ([bd1e224](bd1e224)) </details> <details><summary>google-cloud-bigquery-storage: 2.40.0</summary> ## [2.40.0](google-cloud-bigquery-storage-v2.39.0...google-cloud-bigquery-storage-v2.40.0) (2026-08-06) ### Features * delegate ReadRowsPage.to_arrow to pandas_gbq.arrow ([#17938](#17938)) ([aedc66f](aedc66f)) ### Bug Fixes * bump grpcio to 1.59.0; require Python 3.10+ ([#17351](#17351)) ([a53487a](a53487a)) </details> <details><summary>google-cloud-binary-authorization: 1.19.1</summary> ## [1.19.1](google-cloud-binary-authorization-v1.19.0...google-cloud-binary-authorization-v1.19.1) (2026-08-06) ### Bug Fixes * require Protobuf 6.33.5+ ([#17743](#17743)) ([d267342](d267342)) </details> <details><summary>google-cloud-build: 3.38.1</summary> ## [3.38.1](google-cloud-build-v3.38.0...google-cloud-build-v3.38.1) (2026-08-06) ### Bug Fixes * require Protobuf 6.33.5+ ([#17743](#17743)) ([d267342](d267342)) </details> <details><summary>google-cloud-commerceproducer: 0.1.1</summary> ## [0.1.1](google-cloud-commerceproducer-v0.1.0...google-cloud-commerceproducer-v0.1.1) (2026-08-06) ### Features * update googleapis and regenerate ([#17893](#17893)) ([e70ab6f](e70ab6f)) </details> <details><summary>google-cloud-containeranalysis: 2.22.1</summary> ## [2.22.1](google-cloud-containeranalysis-v2.22.0...google-cloud-containeranalysis-v2.22.1) (2026-08-06) ### Bug Fixes * require Protobuf 6.33.5+ ([#17743](#17743)) ([d267342](d267342)) </details> <details><summary>google-cloud-core: 2.6.1</summary> ## [2.6.1](google-cloud-core-v2.6.0...google-cloud-core-v2.6.1) (2026-08-06) ### Bug Fixes * bump grpcio to 1.59.0; require Python 3.10+ ([#17351](#17351)) ([a53487a](a53487a)) * require Protobuf 6.33.5+ ([#17743](#17743)) ([d267342](d267342)) </details> <details><summary>google-cloud-documentai-toolbox: 0.17.2</summary> ## [0.17.2](google-cloud-documentai-toolbox-v0.17.1...google-cloud-documentai-toolbox-v0.17.2) (2026-08-06) ### Bug Fixes * require Protobuf 6.33.5+ ([#17743](#17743)) ([d267342](d267342)) </details> <details><summary>google-cloud-filestore: 1.17.1</summary> ## [1.17.1](google-cloud-filestore-v1.17.0...google-cloud-filestore-v1.17.1) (2026-08-06) ### Bug Fixes * require Protobuf 6.33.5+ ([#17743](#17743)) ([d267342](d267342)) </details> <details><summary>google-cloud-firestore: 2.28.1</summary> ## [2.28.1](google-cloud-firestore-v2.28.0...google-cloud-firestore-v2.28.1) (2026-08-06) ### Bug Fixes * **firestore:** BulkWriter pop from an empty deque ([#17490](#17490)) ([8e826f0](8e826f0)) * **firestore:** preserve async limit_to_last ordering ([#17879](#17879)) ([caf2fdb](caf2fdb)) </details> <details><summary>google-cloud-gke-hub: 1.25.1</summary> ## [1.25.1](google-cloud-gke-hub-v1.25.0...google-cloud-gke-hub-v1.25.1) (2026-08-06) ### Bug Fixes * require Protobuf 6.33.5+ ([#17743](#17743)) ([d267342](d267342)) </details> <details><summary>google-cloud-iam: 2.24.1</summary> ## [2.24.1](google-cloud-iam-v2.24.0...google-cloud-iam-v2.24.1) (2026-08-06) ### Bug Fixes * require Protobuf 6.33.5+ ([#17743](#17743)) ([d267342](d267342)) </details> <details><summary>google-cloud-logging: 3.16.2</summary> ## [3.16.2](google-cloud-logging-v3.16.1...google-cloud-logging-v3.16.2) (2026-08-06) ### Bug Fixes * bump grpcio to 1.59.0; require Python 3.10+ ([#17351](#17351)) ([a53487a](a53487a)) * require Protobuf 6.33.5+ ([#17743](#17743)) ([d267342](d267342)) </details> <details><summary>google-cloud-memorystore: 0.5.4</summary> ## [0.5.4](google-cloud-memorystore-v0.5.3...google-cloud-memorystore-v0.5.4) (2026-08-06) ### Features * update googleapis and regenerate ([#17893](#17893)) ([e70ab6f](e70ab6f)) </details> <details><summary>google-cloud-ndb: 2.5.1</summary> ## [2.5.1](google-cloud-ndb-v2.5.0...google-cloud-ndb-v2.5.1) (2026-08-06) ### Bug Fixes * require Protobuf 6.33.5+ ([#17743](#17743)) ([d267342](d267342)) </details> <details><summary>google-cloud-network-connectivity: 2.17.0</summary> ## [2.17.0](google-cloud-network-connectivity-v2.16.0...google-cloud-network-connectivity-v2.17.0) (2026-08-06) ### Features * update googleapis and regenerate ([#17893](#17893)) ([e70ab6f](e70ab6f)) </details> <details><summary>google-cloud-network-services: 0.10.2</summary> ## [0.10.2](google-cloud-network-services-v0.10.1...google-cloud-network-services-v0.10.2) (2026-08-06) ### Features * update googleapis and regenerate ([#17893](#17893)) ([e70ab6f](e70ab6f)) * update googleapis and regenerate ([#17933](#17933)) ([f7a23a0](f7a23a0)) </details> <details><summary>google-cloud-pubsub: 2.39.1</summary> ## [2.39.1](google-cloud-pubsub-v2.39.0...google-cloud-pubsub-v2.39.1) (2026-08-06) ### Bug Fixes * bump grpcio to 1.59.0; require Python 3.10+ ([#17351](#17351)) ([a53487a](a53487a)) </details> <details><summary>google-cloud-quotas: 0.6.2</summary> ## [0.6.2](google-cloud-quotas-v0.6.1...google-cloud-quotas-v0.6.2) (2026-08-06) ### Features * update googleapis and regenerate ([#17893](#17893)) ([e70ab6f](e70ab6f)) </details> <details><summary>google-cloud-redis-cluster: 0.5.2</summary> ## [0.5.2](google-cloud-redis-cluster-v0.5.1...google-cloud-redis-cluster-v0.5.2) (2026-08-06) ### Features * update googleapis and regenerate ([#17893](#17893)) ([e70ab6f](e70ab6f)) </details> <details><summary>google-cloud-service-control: 1.21.0</summary> ## [1.21.0](google-cloud-service-control-v1.20.0...google-cloud-service-control-v1.21.0) (2026-08-06) ### Features * update googleapis and regenerate ([#17893](#17893)) ([e70ab6f](e70ab6f)) </details> <details><summary>google-cloud-spanner: 3.69.1</summary> ## [3.69.1](google-cloud-spanner-v3.69.0...google-cloud-spanner-v3.69.1) (2026-08-06) ### Bug Fixes * bump grpcio to 1.59.0; require Python 3.10+ ([#17351](#17351)) ([a53487a](a53487a)) * **metrics:** fix GFE and AFE metrics publishing ([#17561](#17561)) ([abf1178](abf1178)) * **spanner:** escape embedded backticks in dbapi escape_name ([#17810](#17810)) ([c8b0b28](c8b0b28)) * **spanner:** implement dict protocol and nested unwrapping for JsonObject ([#17915](#17915)) ([06c1f05](06c1f05)), refs [#15870](#15870) </details> <details><summary>google-cloud-storage: 3.13.1</summary> ## [3.13.1](google-cloud-storage-v3.13.0...google-cloud-storage-v3.13.1) (2026-08-06) ### Bug Fixes * bump grpcio to 1.59.0; require Python 3.10+ ([#17351](#17351)) ([a53487a](a53487a)) * require Protobuf 6.33.5+ ([#17743](#17743)) ([d267342](d267342)) </details> <details><summary>google-cloud-storage-control: 1.13.0</summary> ## [1.13.0](google-cloud-storage-control-v1.12.0...google-cloud-storage-control-v1.13.0) (2026-08-06) ### Features * update googleapis and regenerate ([#17893](#17893)) ([e70ab6f](e70ab6f)) </details> <details><summary>google-cloud-support: 0.5.2</summary> ## [0.5.2](google-cloud-support-v0.5.1...google-cloud-support-v0.5.2) (2026-08-06) ### Features * update googleapis and regenerate ([#17933](#17933)) ([f7a23a0](f7a23a0)) </details> <details><summary>google-cloud-tasks: 2.24.0</summary> ## [2.24.0](google-cloud-tasks-v2.23.0...google-cloud-tasks-v2.24.0) (2026-08-06) ### Features * update googleapis and regenerate ([#17893](#17893)) ([e70ab6f](e70ab6f)) </details> <details><summary>google-cloud-testutils: 1.9.2</summary> ## [1.9.2](google-cloud-testutils-v1.9.1...google-cloud-testutils-v1.9.2) (2026-08-06) ### Bug Fixes * require Protobuf 6.33.5+ ([#17743](#17743)) ([d267342](d267342)) </details> <details><summary>google-developer-knowledge: 0.1.1</summary> ## [0.1.1](google-developer-knowledge-v0.1.0...google-developer-knowledge-v0.1.1) (2026-08-06) ### Features * update googleapis and regenerate ([#17893](#17893)) ([e70ab6f](e70ab6f)) </details> <details><summary>google-maps-navconnect: 0.2.1</summary> ## [0.2.1](google-maps-navconnect-v0.2.0...google-maps-navconnect-v0.2.1) (2026-08-06) ### Features * update googleapis and regenerate ([#17893](#17893)) ([e70ab6f](e70ab6f)) </details> <details><summary>google-resumable-media: 2.10.1</summary> ## [2.10.1](google-resumable-media-v2.10.0...google-resumable-media-v2.10.1) (2026-08-06) ### Bug Fixes * require Protobuf 6.33.5+ ([#17743](#17743)) ([d267342](d267342)) </details> <details><summary>googleapis-common-protos: 1.75.1</summary> ## [1.75.1](googleapis-common-protos-v1.75.0...googleapis-common-protos-v1.75.1) (2026-08-06) ### Bug Fixes * bump grpcio to 1.59.0; require Python 3.10+ ([#17351](#17351)) ([a53487a](a53487a)) * require Protobuf 6.33.5+ ([#17743](#17743)) ([d267342](d267342)) </details> <details><summary>grafeas: 1.24.0</summary> ## [1.24.0](grafeas-v1.23.0...grafeas-v1.24.0) (2026-08-06) ### Features * update googleapis and regenerate ([#17933](#17933)) ([f7a23a0](f7a23a0)) </details> <details><summary>grpc-google-iam-v1: 0.14.5</summary> ## [0.14.5](grpc-google-iam-v1-v0.14.4...grpc-google-iam-v1-v0.14.5) (2026-08-06) ### Bug Fixes * bump grpcio to 1.59.0; require Python 3.10+ ([#17351](#17351)) ([a53487a](a53487a)) * require Protobuf 6.33.5+ ([#17743](#17743)) ([d267342](d267342)) </details> <details><summary>proto-plus: 1.28.3</summary> ## [1.28.3](proto-plus-v1.28.2...proto-plus-v1.28.3) (2026-08-06) ### Bug Fixes * bump grpcio to 1.59.0; require Python 3.10+ ([#17351](#17351)) ([a53487a](a53487a)) * **proto-plus:** add context to TypeErrors during message manipulation ([#17682](#17682)) ([08f21a6](08f21a6)) * require Protobuf 6.33.5+ ([#17743](#17743)) ([d267342](d267342)) </details> <details><summary>sqlalchemy-bigquery: 1.17.2</summary> ## [1.17.2](sqlalchemy-bigquery-v1.17.1...sqlalchemy-bigquery-v1.17.2) (2026-08-06) ### Bug Fixes * require Protobuf 6.33.5+ ([#17743](#17743)) ([d267342](d267342)) </details> --- This PR was generated with [Release Please](https://github.com/googleapis/release-please). See [documentation](https://github.com/googleapis/release-please#release-please). --------- Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>

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docs(bigquery): add related libraries table to README

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Merge branch 'main' into shuowei-update-cloud-bigquery-readme

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docs(bigquery): point BigFrames links to dataframes.bigquery.dev

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chore: release main #17832

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Revert "docs: add connector libraries overview table to package README (

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tswast Aug 3, 2026

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shuoweil Aug 3, 2026

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shuoweil commented Jul 30, 2026 •

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