PyRank
fugue-project

fugue

A unified interface for distributed computing. Fugue executes SQL, Python, Pandas, and Polars code on Spark, Dask and Ray without any rewrites.
PyPI GitHub
No known security advisories. The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.

fugue has 2.3M monthly downloads and 2K GitHub stars. Version 0.9.7 supports Python 3.10+, first published in 2020.

It is stably maintained under a permissive license, last released in Feb 2026.

It is built on top of adagio, pandas and triad. It is used by 11 tracked packages, including statsforecast, autogluon-timeseries and tune.

GitHub topics include spark, dask and data-practitioners.

Shared Repository
This package shares its GitHub repository (fugue-project/fugue) with 2 other packages. Stars, forks, and other GitHub metrics reflect the entire repository.
Downloads
Day
67.8K
Week
528.6K
Month
2.3M
Stars
2.2K
Forks
101
Issues
33
Version
0.9.7

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
65
Popularity
66
Adoption
70
Community
50
Provenance
0
How the maintenance status was determined
Last commit
136 days ago
Monthly downloads
2,271,332
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
2,271,332
Stars
2,167
Stars per 1k downloads
0.95
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
75,512
Month daily avg
75,711
Momentum
-0.3%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=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-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
136 days ago
Total releases
126
Releases/year
20.0
• 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
24
Monthly downloads
2,271,332
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
57
 
Issue Burden
15.2
per 1k stars
Discussions
2.8
per 1k stars
Fork Ratio
23.8%
contrib / forks
Stale Release
No
 
PR Velocity
Active
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 44.3K
Windows 452
macOS 400

Python Versions

3.11
42.6% 18.9K
3.12
28.6% 12.7K
3.10
24.3% 10.8K
3.13
3.1% 1.4K
3.8
1.4% 615

Top Countries

1. US US
31.1K
2. NL NL
7.0K
3. IE IE
3.7K
4. IN IN
1.3K
5. DE DE
421
6. SG SG
352
7. HK HK
288
8. KR KR
260
9. RU RU
258
10. SE SE
133

Dependencies

3
42 optional dependencies

Used By

11
GitHub Topics
Tags from the package's GitHub repository describing what it does.

Package Information

License
Apache-2.0
First Release
March 24, 2020
Last Release
4 months ago
Last Commit
4 months ago
Latest Version
0.9.7
Total Releases
126
Contributors
24
Open PRs
20
Archived
No
Python Versions
3 3.10 3.11 3.12 3.13 3.14
Wheels
py3
Keywords
distributed spark dask ray duckdb sql dsl domain specific language
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh

Links