chore(deps): update all dependencies

[renovate-bot]

This PR contains the following updates:

Package	Type	Update	Change	Age	Confidence
actions/checkout	action	major	v4 -> v5
actions/setup-python	action	major	v5 -> v6
bigframes		major	==1.11.1 -> ==2.21.0
google-cloud-testutils		minor	==1.4.0 -> ==1.6.4
polars (changelog)		minor	==1.3.0 -> ==1.33.1
pyarrow		major	==15.0.0 -> ==21.0.0
pytest (changelog)		minor	==8.3.2 -> ==8.4.2
python	uses-with	minor	3.10 -> 3.13

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Release Notes

actions/checkout (actions/checkout)

v5

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actions/setup-python (actions/setup-python)

v6

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googleapis/python-bigquery-dataframes (bigframes)

v2.21.0

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Features

• Add bigframes.bigquery.to_json (#​2078) (0fc795a)
• Support average='binary' in precision_score() (#​2080) (920f381)
• Support pandas series in ai.generate_bool (#​2086) (a3de53f)

Bug Fixes

• Allow bigframes.options.bigquery.credentials to be None (#​2092) (78f4001)

v2.20.0

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Features

• Add __dataframe__ interchange support (#​2063) (3b46a0d)
• Add ai_generate_bool to the bigframes.bigquery package (#​2060) (70d6562)
• Add bigframes.bigquery.to_json_string (#​2076) (41e8f33)
• Add rank(pct=True) support (#​2084) (c1e871d)
• Add StreamingDataFrame.to_bigtable and .to_pubsub start_timestamp parameter (#​2066) (a63cbae)
• Can call agg with some callables (#​2055) (17a1ed9)
• Support astype to json (#​2073) (6bd6738)
• Support pandas.Index as key for DataFrame.setitem() (#​2062) (b3cf824)
• Support pd.cut() for array-like type (#​2064) (21eb213)
• Support to cast struct to json (#​2067) (b0ff718)

Bug Fixes

• Deflake ai_gen_bool multimodel test (#​2085) (566a37a)
• Do not scroll page selector in anywidget repr_mode (#​2082) (5ce5d63)
• Fix the potential invalid VPC egress configuration (#​2068) (cce4966)
• Return a DataFrame containing query stats for all non-SELECT statements (#​2071) (a52b913)
• Use the remote and managed functions for bigframes results (#​2079) (49b91e8)

Performance Improvements

• Avoid re-authenticating if credentials have already been fetched (#​2058) (913de1b)
• Improve apply axis=1 performance (#​2077) (12e4380)

v2.19.0

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Features

• Add str.join method (#​2054) (8804ada)
• Support display.max_colwidth option (#​2053) (5229e07)
• Support VPC egress setting in remote function (#​2059) (5df779d)

Bug Fixes

• Fix issue mishandling chunked array while loading data (#​2051) (873d0ee)
• Remove warning for slot_millis_sum (#​2047) (425a691)

v2.18.0

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⚠ BREAKING CHANGES

• add allow_large_results option to read_gbq_query, aligning with bpd.options.compute.allow_large_results option (#​1935)

Features

• Add allow_large_results option to read_gbq_query, aligning with bpd.options.compute.allow_large_results option (#​1935) (a7963fe)
• Add parameter shuffle for ml.model_selection.train_test_split (#​2030) (2c72c56)
• Can pivot unordered, unindexed dataframe (#​2040) (1a0f710)
• Local date accessor execution support (#​2034) (7ac6fe1)
• Support args in dataframe apply method (#​2026) (164c481)
• Support args in series apply method (#​2013) (d9d725c)
• Support callable for dataframe mask method (#​2020) (9d4504b)
• Support multi-column assignment for DataFrame (#​2028) (ba0d23b)
• Support string matching in local executor (#​2032) (c0b54f0)

Bug Fixes

• Fix scalar op lowering tree walk (#​2029) (935af10)
• Read_csv fails when check file size for wildcard gcs files (#​2019) (b0d620b)
• Resolve the validation issue for other arg in dataframe where method (#​2042) (8689199)

Performance Improvements

• Improve axis=1 aggregation performance (#​2036) (fbb2094)
• Improve iter_nodes_topo performance using Kahn's algorithm (#​2038) (3961637)

v2.17.0

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Features

• Add isin local execution impl (#​1993) (26df6e6)
• Add reset_index names, col_level, col_fill, allow_duplicates args (#​2017) (c02a1b6)
• Support callable for series mask method (#​2014) (5ac32eb)

v2.16.0

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Features

• Add bigframes.pandas.options.display.precision option (#​1979) (15e6175)
• Add level, inplace params to reset_index (#​1988) (3446950)
• Add ML code samples from dbt blog post (#​1978) (ebaa244)
• Add where, coalesce, fillna, casewhen, invert local impl (#​1976) (f7f686c)
• Adjust anywidget CSS to prevent overflow (#​1981) (204f083)
• Format page number in table widget (#​1992) (e83836e)
• Or, And, Xor can execute locally (#​1994) (59c52a5)
• Support callable bigframes function for dataframe where (#​1990) (44c1ec4)
• Support callable for series where method (#​2005) (768b82a)
• When using repr_mode = "anywidget", numeric values align right (15e6175)

Bug Fixes

• Address the packages issue for bigframes function (#​1991) (68f1d22)
• Correct pypdf dependency specifier for remote PDF functions (#​1980) (0bd5e1b)
• Enable default retries in calls to BQ Storage Read API (#​1985) (f25d7bd)
• Fix the copyright year in dbt sample files (#​1996) (fad5722)

Performance Improvements

• Faster session startup by defering anon dataset fetch (#​1982) (2720c4c)

Documentation

• Add examples of running bigframes in kaggle (#​2002) (7d89d76)
• Remove preview warning from partial ordering mode sample notebook (#​1986) (132e0ed)

v2.15.0

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Features

• Add st_buffer, st_centroid, and st_convexhull and their corresponding GeoSeries methods (#​1963) (c4c7fa5)
• Add first, last support to GroupBy (#​1969) (41dda88)
• Add value_counts to GroupBy classes (#​1974) (82175a4)
• Allow callable as a conditional or replacement input in DataFrame.where (#​1971) (a8d57d2)
• Can cast locally in hybrid engine (#​1944) (d9bc4a5)
• Df.join lsuffix and rsuffix support (#​1857) (26515c3)

Bug Fixes

• Add warnings for duplicated or conflicting type hints in bigfram… (#​1956) (d38e42c)
• Make remote_function more robust when there are create_function retries (#​1973) (cd954ac)
• Make ExecutionMetrics stats tracking more robust to missing stats (#​1977) (feb3ff4)

Performance Improvements

• Remove an unnecessary extra dry_run query from read_gbq_table (#​1972) (d17b711)

Documentation

• Divide BQ DataFrames quickstart code cell (#​1975) (fedb8f2)

v2.14.0

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Features

• Dynamic table width for better display across devices (#​1948) (a6d30ae) (a6d30ae)
• Retry AI/ML jobs that fail more often (#​1965) (25bde9f)
• Support series input in managed function (#​1920) (62a189f)

Bug Fixes

• Enhance type error messages for bigframes functions (#​1958) (770918e)

Performance Improvements

• Use promote_offsets for consistent row number generation for index.get_loc (#​1957) (c67a25a)

Documentation

• Add code snippet for storing dataframes to a CSV file (#​1943) (a511e09)
• Add code snippet for storing dataframes to a CSV file (#​1953) (a298a02)

v2.13.0

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Features

• _read_gbq_colab creates hybrid session (#​1901) (31b17b0)
• Add CSS styling for TableWidget pagination interface (#​1934) (5b232d7)
• Add row numbering local pushdown in hybrid execution (#​1932) (92a2377)
• Implement Index.get_loc (#​1921) (bbbcaf3)

Bug Fixes

• Add license header and correct issues in dbt sample (#​1931) (ab01b0a)

Dependencies

• Replace google-cloud-iam with grpc-google-iam-v1 (#​1864) (e5ff8f7)

v2.12.0

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Features

• Add code samples for dbt bigframes integration (#​1898) (7e03252)
• Add isin local execution to hybrid engine (#​1915) (c0cefd3)
• Add ml.metrics.mean_absolute_error method (#​1910) (15b8449)
• Allow local arithmetic execution in hybrid engine (#​1906) (ebdcd02)
• Provide day_of_year and day_of_week for dt accessor (#​1911) (40e7638)
• Support params max_batching_rows, container_cpu, and container_memory for udf (#​1897) (8baa912)
• Support typed pyarrow.Scalar in assignment (#​1930) (cd28e12)

Bug Fixes

• Correct min field from max() to min() in remote function tests (#​1917) (d5c54fc)
• Resolve location reset issue in bigquery options (#​1914) (c15cb8a)
• Series.str.isdigit in unicode superscripts and fractions (#​1924) (8d46c36)

Documentation

• Add code snippets for session and IO public docs (#​1919) (6e01cbe)
• Add snippets for performance optimization doc (#​1923) (4da309e)

v2.11.0

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Features

• Add __contains__ to Index, Series, DataFrame (#​1899) (07222bf)
• Add thresh param for Dataframe.dropna (#​1885) (1395a50)
• Add concat pushdown for hybrid engine (#​1891) (813624d)
• Add pagination buttons (prev/next) to anywidget mode for DataFrames (#​1841) (8eca767)
• Add total_rows property to pandas batches iterator (#​1888) (e3f5e65)
• Hybrid engine local join support (#​1900) (1aa7950)
• Support date data type for to_datetime() (#​1902) (24050cb)
• Support bpd.Series(json_data, dtype="json") (#​1882) (05cb7d0)

Bug Fixes

• Bpd.merge on common columns (#​1905) (a1fa112)
• DataFrame string addition respects order (#​1894) (52c8233)
• Show slot_millis_sum warning only when allow_large_results=False (#​1892) (25efabc)
• Used query row count metadata instead of table metadata (#​1893) (e1ebc53)

v2.10.0

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Features

• df.to_pandas_batches() returns one empty DataFrame if df is empty (#​1878) (e43d15d)
• Add filter pushdown to hybrid engine (#​1871) (6454aff)
• Add simple stats support to hybrid local pushdown (#​1873) (8715105)

Bug Fixes

• Fix issues where duration type returned as int (#​1875) (f30f750)

Documentation

• Update gsutil commands to gcloud commands (#​1876) (c289f70)

v2.9.0

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Features

• Add bpd.read_arrow to convert an Arrow object into a bigframes DataFrame (#​1855) (633bf98)
• Add experimental polars execution (#​1747) (daf0c3b)
• Add size op support in local engine (#​1865) (942e66c)
• Create deploy_remote_function and deploy_udf functions to immediately deploy functions to BigQuery (#​1832) (c706759)
• Support index item assign in Series (#​1868) (c5d251a)
• Support item assignment in series (#​1859) (25684ff)
• Support local execution of comparison ops (#​1849) (1c45ccb)

Bug Fixes

• Fix bug selecting column repeatedly (#​1858) (cc339e9)
• Fix bug with DataFrame.agg for string values (#​1870) (81e4d64)
• Generate GoogleSQL instead of legacy SQL data types for dry_run=True from bpd._read_gbq_colab with local pandas DataFrame (#​1867) (fab3c38)
• Revert dict back to protobuf in the iam binding update (#​1838) (9fb3cb4)

Documentation

• Add data visualization samples for public doc (#​1847) (15e1277)
• Changed broken logo (#​1866) (e3c06b4)
• Update ai.forecast notebook (#​1844) (1863538)

v2.8.0

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⚠ BREAKING CHANGES

• add required param 'engine' to multimodal functions (#​1834)

Features

• Add bpd.options.compute.maximum_result_rows option to limit client data download (#​1829) (e22a3f6)
• Add bpd.options.display.repr_mode = "anywidget" to create an interactive display of the results (#​1820) (be0a3cf)
• Add DataFrame.ai.forecast() support (#​1828) (7bc7f36)
• Add describe() method to Series (#​1827) (a4205f8)
• Add required param 'engine' to multimodal functions (#​1834) (37666e4)

Performance Improvements

• Produce simpler sql (#​1836) (cf9c22a)

Documentation

• Add ai.forecast notebook (#​1840) (2430497)

v2.7.0

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Features

• Add bbq.json_query_array and warn bbq.json_extract_array deprecated (#​1811) (dc9eb27)
• Add bbq.json_value_array and deprecate bbq.json_extract_string_array (#​1818) (019051e)
• Add groupby cumcount (#​1798) (18f43e8)
• Support custom build service account in remote_function (#​1796) (e586151)

Bug Fixes

• Correct read_csv behaviours with use_cols, names, index_col (#​1804) (855031a)
• Fix single row broadcast with null index (#​1803) (080eb7b)

Documentation

• Document how to use ai.map() for information extraction (#​1808) (b586746)
• Rearrange README.rst to include a short code sample (#​1812) (f6265db)
• Use pandas API instead of pandas-like or pandas-compatible (#​1825) (aa32369)

v2.6.0

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Features

• Add blob.transcribe function (#​1773) (86159a7)
• Implement ai.classify() (#​1781) (8af26d0)
• Implement item() for Series and Index (#​1792) (d2154c8)
• Implement ST_ISCLOSED geography function (#​1789) (36bc179)
• Implement ST_LENGTH geography function (#​1791) (c5b7fda)
• Support isin with bigframes.pandas.Index arg (#​1779) (e480d29)

Bug Fixes

• Address read_csv with both index_col and use_cols behavior inconsistency with pandas (#​1785) (ba7c313)
• Allow KMeans model init parameter as k-means++ alias (#​1790) (0b59cf1)
• Replace function now can handle bpd.NA value. (#​1786) (7269512)

Documentation

• Adjust strip method examples to match latest pandas (#​1797) (817b0c0)
• Fix docstrings to improve html rendering of code examples (#​1788) (38d9b73)

v2.5.0

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⚠ 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](https://redirect.github.com/googleapis/python-bigquery-dataframes/commit/acba03

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