PyRank
data-apis

array-api-compat

Compatibility layer for common array libraries to support the Array API
PyPI GitHub Verified repo
No known security advisories. The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.

array-api-compat has 2.2M monthly downloads and 127 GitHub stars. Version 1.15.0 supports Python 3.10+, first published in 2022.

It is actively maintained under a permissive license, last released in Jun 2026.

It is used by 106 tracked packages, including anndata, scikit-bio and pyriemann.

GitHub topics include array-api, cupy and dask.

Downloads
Day
69.9K
Week
481.9K
Month
2.2M
Stars
127
Forks
47
Issues
32
Version
1.15.0

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
100
Popularity
46
Adoption
70
Community
80
Provenance
100
How the maintenance status was determined
Last commit
7 days ago
Monthly downloads
2,231,231
• 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
2,231,231
Stars
127
Stars per 1k downloads
0.06
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
68,838
Month daily avg
74,374
Momentum
-7.4%
((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
MIT
• 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
29 days ago
Total releases
23
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
42
Monthly downloads
2,231,231
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
73
 
Issue Burden
252.0
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
89.4%
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 39.0K
macOS 2.4K
Windows 1.2K

Python Versions

3.12
45.1% 19.0K
3.10
17.4% 7.3K
3.11
17.1% 7.2K
3.13
11.6% 4.9K
3.14
8.7% 3.7K

Top Countries

1. US US
34.4K
2. SG SG
2.0K
3. IE IE
1.5K
4. ID ID
1.2K
5. CN CN
763
6. DE DE
531
7. CH CH
293
8. KR KR
292
9. IN IN
278
10. GB GB
216
GitHub Topics
Tags from the package's GitHub repository describing what it does.

Package Information

License
MIT
First Release
December 5, 2022
Last Release
1 month ago
Last Commit
1 week ago
Latest Version
1.15.0
Total Releases
23
Contributors
42
Open PRs
11
Archived
No
Author
Consortium for Python Data API Standards
Python Versions
3 3.10 3.11 3.12 3.13 3.14
Wheels
py3
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh

Links