pyspark.pandas.DataFrame.expanding

DataFrame.expanding(min_periods: int = 1) → Expanding[FrameLike]

Provide expanding transformations.

Note

‘min_periods’ in pandas-on-Spark works as a fixed window size unlike pandas. Unlike pandas, NA is also counted as the period. This might be changed soon.

Parameters

min_periods: int, default 1

Minimum number of observations in window required to have a value (otherwise result is NA).

Returns

a Window sub-classed for the operation

pyspark.pandas.DataFrame.rolling pyspark.pandas.DataFrame.transform