Migrating from Koalas to pandas API on Spark#
The package name to import should be changed to
pyspark.pandas
fromdatabricks.koalas
.# import databricks.koalas as ks import pyspark.pandas as ps
DataFrame.koalas
in Koalas DataFrame was renamed toDataFrame.pandas_on_spark
in pandas-on-Spark DataFrame.DataFrame.koalas
was removed as of Spark 4.0.Monkey-patched
DataFrame.to_koalas
in PySpark DataFrame was renamed toDataFrame.pandas_api
in PySpark DataFrame.DataFrame.to_koalas
was removed as of Spark 4.0.Monkey-patched
DataFrame.to_pandas_on_spark
in PySpark DataFrame was renamed toDataFrame.pandas_api
in PySpark DataFrame.DataFrame.to_pandas_on_spark
was removed as of Spark 4.0.databricks.koalas.__version__
was removed.pyspark.__version__
should be used instead.