Releases
v1.16.0
1.16.0 (2024-09-04)
Features
Add DataFrame.struct.explode
to add struct subfields to a DataFrame (#916 ) (ad2f75e )
Implement bigframes.bigquery.json_extract_array
(#910 ) (575a29e )
Recover struct column from exploded Series (#904 ) (7dd304c )
Bug Fixes
Fix issue with iterating on >10gb dataframes (#949 ) (2b0f0fa )
Improve Series.replace
for dict input (#907 ) (4208044 )
NullIndex in ML model.predict error (#917 ) (612271d )
Struct field non-nullable type issue. (#914 ) (149d5ff )
Unordered mode errors in ml train_test_split (#925 ) (85d7c21 )
Performance Improvements
Dependencies
Re-introduce support for numpy 1.24.x (#931 ) (3d71913 )
Update minimum support to Pandas 1.5.3 and Pyarrow 10.0.1 (#903 ) (7ed3962 )
Documentation
Add Claude3 ML and RemoteFunc notebooks (#930 ) (cfd16c1 )
Create sample notebook to manipulate struct and array data (#883 ) (3031903 )
Update struct examples. (#953 ) (d632cd0 )
Use unstack() from BigQuery DataFrames instead of pandas in the PyPI sample notebook (#890 ) (d1883cc )
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