chore(main): release 2.5.0

[release-please]

🤖 I have created a release beep boop

2.5.0 (2025-05-30)

⚠ BREAKING CHANGES

• the updated ai.map() parameter list is not backward-compatible

Features

• Add bpd.options.bigquery.requests_transport_adapters option (#1755) (bb45db8)
• Add bbq.json_query and warn bbq.json_extract deprecated (#1756) (ec81dd2)
• Add bpd.options.reset() method (#1743) (36c359d)
• Add DataFrame.round method (#1742) (3ea6043)
• Add deferred data uploading (#1720) (1f6442e)
• Add deprecation warning to Gemini-1.5-X, text-embedding-004, and remove remove legacy models in notebooks and docs (#1723) (80aad9a)
• Add structured output for ai map, ai filter and ai join (#1746) (133ac6b)
• Add support for df.loc[list, column(s)] (#1761) (768a757)
• Include bq schema and query string in dry run results (#1752) (bb51147)
• Support inplace=True in rename and rename_axis (#1744) (734cc65)
• Support unique() for Index (#1750) (27fac78)
• Support astype conversions to and from JSON dtypes (#1716) (8ef4de1)
• Support dict param for dataframe.agg() (#1772) (f9c29c8)
• Support dtype parameter in read_csv for bigquery engine (#1749) (50dca4c)
• Use read api for some peek ops (#1731) (108f4d2)

Bug Fixes

• Fix clip int series with float bounds (#1739) (d451aef)
• Fix error with self-merge operations (#1774) (e5fe143)
• Fix the default value for na_value for numpy conversions (#1766) (0629cac)
• Include location in Session-based temporary storage manager DDL queries (#1780) (acba032)
• Prevent creating unnecessary client objects in multithreaded environments (#1757) (1cf9f5e)
• Reduce bigquery table modification via DML for to_gbq (#1737) (545cdca)
• Stop ignoring arguments to MatrixFactorization.score(X, y) (#1726) (55c07e9)
• Support JSON and STRUCT for bbq.sql_scalar (#1754) (190390b)
• Support str.replace re.compile with flags (#1736) (f8d2cd2)

Performance Improvements

• Faster local data comparison using idenitity (#1738) (2858b1e)
• Optimize repr for unordered gbq table (#1778) (2bc4fbc)
• Use JOB_CREATION_OPTIONAL when allow_large_results=False (#1763) (15f3f2a)

Dependencies

• Avoid gcsfs==2025.5.0 (#1762) (68d5e2c)

Documentation

• Add llm output_schema notebook (#1732) (b2261cc)
• Add MatrixFactorization to the table of contents (#1725) (611e43b)
• Fix typo for "population" in the GeminiTextGenerator.predict(..., output_schema={...}) sample notebook (#1748) (bd07e05)
• Integrations notebook extracts token from bqclient._http.credentials instead of bqclient._credentials (#1784) (6e63eca)
• Updated multimodal notebook instructions (#1745) (1df8ca6)
• Use partial ordering mode in the quickstart sample (#1734) (476b7dd)

---

This PR was generated with Release Please. See documentation.

[tswast]

This should be 2.5.0 not 3.0.0 because the breaking changes were only in experimental/preview code.

https://github.com/googleapis/release-please?tab=readme-ov-file#how-do-i-change-the-version-number

Edit: I have added a commit override to #1746 Ideally this should have been done when the PR was merged, instead. GitHub provides a dialog to edit the commit message when you squash and merge.

[tswast]

There's a problem with fsspec==2025.5.0, fsspec==2025.5.0.post1 should fix it. I think we might just need another kokoro:force-run when we're ready to try again.

[tswast]

Seems like all of the presubmit failures are timeout-related.

FAILED tests/system/small/bigquery/test_vector_search.py::test_create_vector_index_ivf
FAILED tests/system/small/ml/test_llm.py::test_create_load_multimodal_embedding_generator_model
FAILED tests/system/small/ml/test_preprocessing.py::test_label_encoder_default_params_fit_transform
FAILED tests/system/small/ml/test_preprocessing.py::test_max_abs_scaler_series_normalizes
FAILED tests/system/small/ml/test_preprocessing.py::test_one_hot_encoder_default_params_fit_transform
FAILED tests/system/small/ml/test_preprocessing.py::test_standard_scaler_normalizeds_fit_transform
FAILED tests/system/small/ml/test_llm.py::test_gemini_preview_model_warnings[gemini-1.5-flash-preview-0514]
FAILED tests/system/small/ml/test_llm.py::test_text_generator_retry_success[GeminiTextGenerator-options0]
FAILED tests/system/small/ml/test_preprocessing.py::test_label_encoder_series_default_params
FAILED tests/system/small/ml/test_preprocessing.py::test_standard_scaler_series_normalizes
FAILED tests/system/small/ml/test_preprocessing.py::test_label_encoder_params
FAILED tests/system/small/ml/test_preprocessing.py::test_one_hot_encoder_different_data
FAILED tests/system/small/ml/test_preprocessing.py::test_label_encoder_different_data
FAILED tests/system/small/ml/test_preprocessing.py::test_one_hot_encoder_save_load

Do we need to ask folks not to push commits for a while / cancel a bunch of koroko jobs to avoid quota contention?

[tswast]

Doctest looks like a real failure, but only affects a testing-related module. Probably OK to ignore for this release.

ERROR bigframes/testing/polars_session.py - ModuleNotFoundError: No module na...
ERROR bigframes/testing/polars_session.py - ModuleNotFoundError: No module na...
ERROR bigframes/testing/polars_session.py - ModuleNotFoundError: No module na...
ERROR bigframes/testing/polars_session.py - ModuleNotFoundError: No module na...
ERROR bigframes/testing/polars_session.py - ModuleNotFoundError: No module na...

Edit: Mailed #1775 to fix.

Edit 2: I merged #1767 as a (temporary?) workaround

[release-please]

🤖 Created releases:

• v2.5.0

🌻