v0.24.0

0.24.0 (2024-03-12)

⚠ BREAKING CHANGES

• read_parquet uses a "pandas" engine to parse files by default. Use engine="bigquery" for the previous behavior

Features

• (Series|Dataframe).plot.hist() (#420) (4aadff4)
• Add detect_anomalies to ml ARIMAPlus and KMeans models (#426) (6df28ed)
• Add engine parameter to read_parquet (#413) (31325a1)
• Add ml PCA.detect_anomalies method (#422) (8d82945)
• Support BYOSA in remote_function (#407) (d92ced2)
• Support CMEK for BQ tables (#403) (9a678e3)

Bug Fixes

• Move third_party.bigframes_vendored to bigframes_vendored (#424) (763edeb)
• Only do row identity based joins when joining by index (#356) (76b252f)
• Read_pandas inline respects location (#412) (ae0e3ea)

Documentation

• Add predict sample to samples/snippets/bqml_getting_started_test.py (#388) (6a3b0cc)
• Document minimum IAM requirement (#416) (36173b0)
• Fix the note rendering for DataFrames methods: nlargest, nsmallest (#417) (38bd2ba)