reduce-df

Release 0.0.1

optimize local memory usages

Homepage PyPI Python

Keywords
data, nalysis, frame, size, reduction, less, memory
License
MIT
Install
pip install reduce-df==0.0.1

Documentation

This library reduces the size of any data frame by allocating only the needed memory to its 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

Stats

Dependencies
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Total releases
1
Latest release
First release
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Forks
0
Watchers
1
Contributors
1
Repository size
4.88 KB
SourceRank
6

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Releases

0.0.1

Contributors

KEYELA Patatchona


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