v1.28.0

1.28.0 (2024-12-11)

Features

• (Series | DataFrame).plot.bar (#1152) (0fae2e0)
• bigframes.bigquery.vector_search supports use_brute_force and fraction_lists_to_search parameters (#1158) (131edc3)
• Add ARIMAPlus.predict_explain() to generate forecasts with explanation columns (#1177) (05f8b4d)
• Add client_endpoints_override to bq options (#1167) (be74b99)
• Add support for temporal types in dataframe's describe() method (#1189) (2d564a6)
• Allow join-free alignment of analytic expressions (#1168) (daef4f0)
• Series.isin supports bigframes.Series arg (#1195) (0d8a16b)
• Update llm.TextEmbeddingGenerator to 005 (#1186) (3072d38)

Bug Fixes

• Fix error loading local dataframes into bigquery (#1165) (5b355ef)
• Fix null index join with 'on' arg (#1153) (9015c33)
• Fix series.isin using local path always (#1202) (a44eafd)

Performance Improvements

• Update df.corr, df.cov to be used with more than 30 columns case. (#1161) (9dcf1aa)

Documentation

• Add a code sample using bpd.options.bigquery.ordering_mode = "partial" (#909) (f80d705)
• Add snippet for creating boosted tree model (#1142) (a972668)
• Add snippet for evaluating a boosted tree model (#1154) (9d8970a)
• Add snippet for predicting classifications using a boosted tree model (#1156) (e7b83f1)
• Add third party pandas.Index methods and docstrings (#1171) (a970294)
• Fix Bigframes.Pandas.General_Function missing docs (#1164) (de923d0)
• Update bigframes.pandas.Index docstrings (#1144) (557ab8d)