reduce-df 0.0.1

optimize local memory usages

This library reduce the size of any data frame by allocating onky the needed memory to every numerical column.

It contains two functions: new_type and reduce

** new_type(col_type,col_min,col_max): ** col_type is the current column col_type ** col_min == min value in the column ** col_max == max value in the column Using these given, informations the function will check and return what is the suitable data type to be set for the columns

** reduce(df, verbose=True) ** This function takes as arguments 1.) The dataframe df as it is loaded from the data source 2.) If verbose = True, you will get the information about the data size reduction

Change Log

0.0.1 (27 / 11 / 2022)

• First Release