Rolling objects are returned by .rolling calls: pandas_on_spark.DataFrame.rolling(), pandas_on_spark.Series.rolling(), etc. Expanding objects are returned by .expanding calls: pandas_on_spark.DataFrame.expanding(), pandas_on_spark.Series.expanding(), etc.
.rolling
pandas_on_spark.DataFrame.rolling()
pandas_on_spark.Series.rolling()
.expanding
pandas_on_spark.DataFrame.expanding()
pandas_on_spark.Series.expanding()
Rolling.count()
Rolling.count
The rolling count of any non-NaN observations inside the window.
Rolling.sum()
Rolling.sum
Calculate rolling summation of given DataFrame or Series.
Rolling.min()
Rolling.min
Calculate the rolling minimum.
Rolling.max()
Rolling.max
Calculate the rolling maximum.
Rolling.mean()
Rolling.mean
Calculate the rolling mean of the values.
Expanding.count()
Expanding.count
The expanding count of any non-NaN observations inside the window.
Expanding.sum()
Expanding.sum
Calculate expanding summation of given DataFrame or Series.
Expanding.min()
Expanding.min
Calculate the expanding minimum.
Expanding.max()
Expanding.max
Calculate the expanding maximum.
Expanding.mean()
Expanding.mean
Calculate the expanding mean of the values.