Metadata-Version: 2.1
Name: sailfish
Version: 0.0.1
Summary: Sailfish provides helpful utilities and pipelines to optimize Pandas dataframes. This Sailfish projectreplaces pd-helper 1.0.0 which is deprecated with sailfish 1.0.0.
Home-page: https://github.com/justinhchae/sailfish
Author: Justin Chae
Author-email: justin.chae@dyna-lab.com
License: UNKNOWN
Project-URL: Download URL, https://github.com/justinhchae/sailfish/archive/refs/tags/0.0.2.tar.gz
Platform: UNKNOWN
Classifier: Development Status :: 4 - Beta
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Classifier: Intended Audience :: Developers
Classifier: Topic :: Scientific/Engineering :: Information Analysis
Requires-Python: >=3.7
Description-Content-Type: text/markdown

# sailfish
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 Sailfish provides data engineering and management utilities to apply common optimizations to Pandas Dataframes.

 Sailfish primarily works by identifying the optimal data type for each column. For example, for integer-only columns, 
 it may be possible to have a datatype of int32 versus int64 which can save roughly have the memory. On big datasets, these 
 types of optmizations can provide tremendous savings.
 
 This project replaces the [pd-helper project](https://github.com/justinhchae/pd-helper) as of [pd-helper 1.0.1](https://pypi.org/project/pd-helper/); sailfish is basically pd-helper 2.0.0.

## Install
 ```bash
 pip install sailfish
 ```



