janitor-rs

library0.6.1pypypi✓ verified 85d ago

A Rust-powered data cleaning and preprocessing library for pandas DataFrames. Provides fast implementations of common janitor functions like clean_names, remove_empty, get_dupes, and more. Version 0.6.1. Release cadence: irregular.

data

pip install janitor-rs

package ↗

INSTALL

IMPORT

SIG · JANITOR-RS

janitor-rs

datapythonv0.6.1

Install

1.7s avg

Import

—

Disk

22MB

Pass rate

10/ 10

Env Coverage10 / 10

glibc

3.9–3.13

musl

3.9–3.13

Install & Compatibility

Where this runs

tested against v0.6.1 · pip install

no network on importno background threads

Install × environment matrix

Each cell = how many times install + import succeeded across repeated harness runs. Partial = flaky.
glibc = Debian/Ubuntu slim · musl = Alpine Linux

musl

py 3.10–3.95 runs

installs and imports cleanly · install 0.0s · import 0.000s · 23.6MB

glibc

py 3.10–3.95 runs

installs and imports cleanly · install 1.7s · import 0.000s · 24MB

22MB installed

● package 22MB

Code

Verified usage

Verified import paths — ran on the pinned version, not inferred.

janitor_rs

✓ import janitor_rs

✗ import janitorrs

Hyphen replaced with underscore.

Import janitor_rs, then use pipe to apply functions to a DataFrame.

import pandas as pd import janitor_rs df = pd.DataFrame({'A a': [1, None], 'B b': [2, 3]}) clean_df = df.pipe(janitor_rs.clean_names) print(clean_df.columns.tolist())

Debug

Known issues

breakingjanitor-rs 0.6.1 dropped the .clean_names attribute on DataFrame; must use df.pipe(janitor_rs.clean_names).

fix

Use pipe pattern instead of method chaining.

affects: 0.6.0+

gotchajanitor-rs functions do not modify DataFrames in place; they return new DataFrames.

fix

Assign the result: df = df.pipe(janitor_rs.clean_names).

affects: all

deprecatedimport janitor_rs as jn is common but may conflict with pyjanitor's jn alias.

fix

Use import janitor_rs or use alias jrs.

affects: all

Errors

Common errors & fixes

ModuleNotFoundError: No module named 'janitor_rs'

pip installed 'janitor-rs' but import uses underscore.

fix

pip install janitor-rs, then import janitor_rs

AttributeError: 'DataFrame' object has no attribute 'clean_names'

In version 0.6.x, methods are no longer attached to DataFrame objects.

fix

Use df.pipe(janitor_rs.clean_names)

Upgrade

Version history

0.6.1latest on PyPI · released Jan 29, 2026

Audit

Dependencies

pandasrequiredOperates on pandas DataFrame objects

pyjanitoroptionaljanitor-rs is an alternative to pyjanitor; both may conflict if imported similarly

Agent activity

6 hits · last 30 days

node

Resources

packagehttps://pypi.org/project/janitor-rs/ ↗