spark_transformations#

Transformations for manipulating Spark DataFrames.

Modules#

add_remove_keys

Transformations that transform dictionaries using AddRemoveKeys.

agg

Transformations for grouping and aggregating Spark DataFrames.

filter

Transformations for filtering Spark DataFrames.

groupby

Transformations for performing groupby on Spark DataFrames.

id

Add a column containing a unique id for each row in a Spark DataFrame.

join

Transformations for joining Spark DataFrames.

map

Transformations for applying user defined maps to Spark DataFrames.

nan

Transformations to drop or replace NaNs, nulls, and infs in Spark DataFrames.

partition

Transformations for partitioning Spark DataFrames.

persist

Transformations for persisting and un-persisting Spark DataFrames.

rename

Transformations for renaming Spark DataFrame columns.

select

Transformations for selecting columns from Spark DataFrames.

truncation

Transformations for truncating Spark DataFrames.