Automatic size reduction for pandas dataframe
Project description
dfreduce
Description: Automatically reduce the memory size of your pandas dataframe
Installation
pip install dfreduce
Usage
from dfreduce.core import DFReduce
import pandas as pd
df = pd.read_csv('https://ed-public-download.app.cloud.gov/downloads/Most-Recent-Cohorts-Scorecard-Elements.csv')
df_reduced = DFReduce(df).reduce()
# Alternatively, you can also use the inplace parameter to overwrite input dataframe
DFReduce(df, inplace=True).reduce()
Uninstallation
pip uninstall dfreduce
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
dfreduce-1.7.tar.gz
(2.2 kB
view details)
Built Distribution
File details
Details for the file dfreduce-1.7.tar.gz.
File metadata
- Download URL: dfreduce-1.7.tar.gz
- Upload date:
- Size: 2.2 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/1.13.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/40.8.0 requests-toolbelt/0.9.1 tqdm/4.32.1 CPython/3.7.3
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 4b9f81b19c1aa536e05d7ac6755d6ed7508f34ddc9930fb8f1d2a86d44832dfa |
|
| MD5 | 0f5d87b07ff105e29ee80cac44d391ba |
|
| BLAKE2b-256 | 7622d2f21c6aeff34b7eb087e50f3d209a8ed41854cad523b8af16bf8866c51f |
File details
Details for the file dfreduce-1.7-py3-none-any.whl.
File metadata
- Download URL: dfreduce-1.7-py3-none-any.whl
- Upload date:
- Size: 3.4 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/1.13.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/40.8.0 requests-toolbelt/0.9.1 tqdm/4.32.1 CPython/3.7.3
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | f60b4f3d7e4b4f371c58c01d4e17e6d6b8c154a643b3f6c5518f19cf63488926 |
|
| MD5 | 0c05882531e0e4b88478f0095008f287 |
|
| BLAKE2b-256 | 97f57d129116f32adddfd64fa289f09368a3ca26e3f2eae39b34a771d3178f8a |
