Package Insights
Package Risks
- No releases in 113 days despite active commits
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
70
Popularity
43
Adoption
70
Community
60
How the maintenance status was determined
Last commit
60 days ago
Monthly downloads
2,868,324
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
2,868,324
Stars
138
Stars per 1k downloads
0.05
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
89,977
Month daily avg
95,611
Momentum
-5.9%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
>=3.11
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
174 days ago
Total releases
16
Releases/year
4.6
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
23
Monthly downloads
2,868,324
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
61
Issue Burden
108.7
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
95.8%
contrib / forks
Stale Release
113d
PR Velocity
Active
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
66.8K
macOS
197
Windows
74
Python Versions
3.10
45.0%
30.1K
3.12
39.7%
26.5K
3.11
14.3%
9.6K
3.13
0.6%
432
3.9
0.3%
224
Top Countries
1.
US
62.3K
US
2.
NL
2.0K
NL
3.
GB
1.3K
GB
4.
SG
417
SG
5.
IL
193
IL
6.
CN
180
CN
7.
CA
178
CA
8.
IN
136
IN
9.
IR
133
IR
10.
JP
130
JP
Dependencies
2
6 optional dependencies
- apache-beam[beam]
- google-cloud-storage[beam]
- grain[test]
- jax[test]
- tensorflow[beam]
- tensorflow[test]
Package Information
License
Apache-2.0
First Release
November 23, 2022
Last Release
5 months ago
Last Commit
2 months ago
Latest Version
0.8.3
Total Releases
16
Contributors
23
Open PRs
24
Archived
No
Author
ArrayRecord team
Python Versions
3.11
3.12
3.13
3.14
Wheels
cp310
cp311
cp312
cp313
cp314
cp39
py310
py38
py39
Topics
-
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh