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
1 maintainer
Metadata
1 maintainer
Release files for dfreduce 1.7
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
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| dfreduce-1.7.tar.gz | 2.2 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| dfreduce-1.7-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 5.6 kB
Release files / dfreduce-1.7.tar.gz
| Download URL | dfreduce-1.7.tar.gz |
|---|---|
| Size | 2.2 kB |
| Tags | Source |
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SHA-256 checksum How to use checksums |
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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
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Release files / dfreduce-1.7-py3-none-any.whl
| Download URL | dfreduce-1.7-py3-none-any.whl |
|---|---|
| Size | 3.4 kB |
| Tags | Python 3 |
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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
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