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
0
Dependent packages
0
Dependent repositories
0
Total releases
1
Latest release
First release
Stars
0
Forks
0
Watchers
1
Contributors
1
Repository size
4.88 KB
SourceRank
6

Development practices

Source repo 2FA enabled
TEXT!
Package manager 2FA enabled
TEXT!
Is security responsive
TEXT!
Dependencies are managed
TEXT!
Issue-free release available
TEXT!
Succession plan available
TEXT!
Package manager 2FA enabled
TEXT!

The Tidelift Subscription provides access to a continuously curated stream of human-researched and maintainer-verified data on open source packages and their licenses, releases, vulnerabilities, and development practices.

Learn more →

Releases

0.0.1

Contributors

KEYELA Patatchona


See all contributors

Login to resync this project