1.23.0 (2024-10-23)

Features

• Add bigframes.bigquery.create_vector_index to assist in creating vector index on ARRAY<FLOAT64> columns (#1024) (863d694)
• Add gemini-1.5-pro-002 and gemini-1.5-flash-002 to known Gemini model list. (#1105) (7094c85)
• Add support for pandas series & data frames as inputs for ml models. (#1088) (30c8883)
• Cleanup temp resources with session deletion (#1068) (1d5373d)
• Show possible correct key(s) in .__getitem__ KeyError message (#1097) (32fab96)
• Support uploading local geo data (#1036) (51cdd33)

Bug Fixes

• Escape ids more consistently in ml module (#1074) (103e998)
• Model.fit metric not collected issue. (#1085) (06cec00)
• Remove index requirement from some dataframe APIs (#1073) (2d16f6d)
• Update session metrics in read_gbq_query (#1084) (dced460)

Performance Improvements

• Speed up tree transforms during sql compile (#1071) (d73fe9d)
• Utilize ORDER BY LIMIT over ROW_NUMBER where possible (#1077) (7003d1a)

Documentation

• Add ml tutorial for Evaluate the model (#1038) (a120bae)
• Show best practice of closing the session to cleanup resources in sample notebooks (#1095) (62a88e8)
• Update docstrings of Session and related files (#1087) (bf93e80)