PyRank
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luigi

Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.
PyPI GitHub
Downloads
Day
184.8K
Week
1.3M
Month
3.5M
Stars
18.7K
Forks
2.5K
Issues
120
Version
3.8.1

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
90
Popularity
89
Adoption
100
Community
80
How the maintenance status was determined
Last commit
10 days ago
Monthly downloads
3,495,600
• Active
Activity within 30 days
Stable
Activity within 31-180 days
Minimal
Activity within 181-365 days, or no activity data
At Risk
No activity for > 365 days, but > 10,000 monthly downloads
Archived
Repository flagged as archived on GitHub
How the popularity category was determined
Monthly downloads
3,495,600
Stars
18,720
Stars per 1k downloads
5.36
Industry Standard
> 10,000,000 monthly downloads
Hidden Gem
< 0.5 stars per 1k downloads and > 100,000 monthly downloads
• Community Favorite
> 5 stars per 1k downloads
Rising Star
Balanced ratio of stars to downloads
Unknown
Fewer than 1,000 monthly downloads, or no star data
How download momentum is calculated
Week daily avg
179,998
Month daily avg
116,520
Momentum
+54.5%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
<3.14,>=3.10
Cutting Edge
Minimum supported version is 3.12 or newer
• Modern
Minimum supported version is 3.9, 3.10, or 3.11
Legacy
Supports 3.8 or older (or Python 2)
Unknown
No requires_python specified or unparseable
License categories
License
Apache License 2.0
• Permissive
MIT, Apache, BSD, ISC, Unlicense, CC0, etc.
Copyleft
GPL, LGPL, AGPL, MPL, EPL, etc.
Proprietary
Commercial, all rights reserved, custom EULAs
Unknown
No license specified, or none of the above match
How the release cadence was determined
Last release
15 days ago
Total releases
87
Releases/year
6.4
Rapid
Last release within 365 days and > 12 releases/year
• Regular
Last release within 365 days
Slow
Last release 366-730 days ago
Stalled
Last release > 730 days ago, or no releases
Unknown
No usable release date available
How contributor risk was determined
Contributors
526
Monthly downloads
3,495,600
High Load
≤ 2 contributors and ≥ 50,000 monthly downloads
Moderate Load
< 10 contributors and ≥ 500,000 monthly downloads
Low Load
< 25 contributors and ≥ 5,000,000 monthly downloads, or sole maintainer with ≥ 10,000 monthly downloads
• Balanced
Enough contributors for the package's popularity
Unknown
No contributor data available
Engagement
68
 
Issue Burden
6.4
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
21.5%
contrib / forks
Stale Release
No
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 32.1K
Windows 85
macOS 12

Python Versions

3.10
43.3% 13.4K
3.11
38.3% 11.9K
3.12
13.2% 4.1K
2.7
2.9% 895
3.9
2.4% 732

Top Countries

1. US US
23.9K
2. DE DE
7.1K
3. CN CN
335
4. RU RU
233
5. BE BE
209
6. JP JP
128
7. SG SG
128
8. FR FR
100
9. TW TW
100
10. IE IE
74

GitHub Topics

Tags from the package's GitHub repository describing what it does.

Package Information

License
Apache License 2.0
First Release
October 21, 2012
Last Release
2 weeks ago
Last Commit
1 week ago
Latest Version
3.8.1
Total Releases
87
Contributors
526
Open PRs
38
Archived
No
Author
The Luigi Authors
Python Versions
3.10 3.11 3.12 3.13
Wheels
py2 py3
Tracking Since
January 6, 2026
Data Updated
May 17, 2026
Data Freshness
Fresh

Links