Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.
Package Information
Latest Version
Requires Python
>=3.11
Licence
Apache License 2.0
Last Release
4 months ago
First Release
June 17, 2013
Total Releases
26
Python Versions
3.11
3.12
3.13
3.14
No reported malware or high/critical advisories · Details
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
Package Insights
Package Risks
- No releases in 117 days despite active commits
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
100
Popularity
60
Adoption
90
Community
70
Provenance
0
How the maintenance status was determined
Last commit
3 days ago
Monthly downloads
1,027,890
•
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
1,027,890
Stars
790
Stars per 1k downloads
0.77
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
39,837
Month daily avg
34,263
Momentum
+16.3%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100More insights and metrics
Python version support tiers
requires_python
>=3.11
Cutting Edge
Minimum supported version is 3.14 or newer
•
Modern
Minimum supported version is 3.11 to 3.13
Legacy
Supports 3.10 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
120 days ago
Total releases
26
Releases/year
1.9
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
78
Monthly downloads
1,027,890
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
64
Issue Burden
48.1
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
85.7%
contrib / forks
Stale Release
117d
PR Velocity
Active
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
19.3K
macOS
58
Windows
12
Python Versions
3.12
91.2%
17.6K
3.11
3.7%
707
3.13
2.6%
495
3.14
1.9%
377
3.10
0.6%
124
Top Countries
1.
US
19.6K
US
2.
JP
1.3K
JP
3.
AU
611
AU
4.
CA
485
CA
5.
DK
474
DK
6.
GB
371
GB
7.
NL
105
NL
8.
SG
56
SG
9.
DE
46
DE
10.
SE
36
SE
Weekly Downloads
GitHub Stars *
Dependencies
7
- absl-py
-
array-record
>=0.8.1
sys_platform != "win32"
- cloudpickle
- etils
- numpy
- portpicker
- protobuf >=5.28.3
1 optional dependencies
-
pyarrow[parquet]extra == "parquet"
Used By
36
- google-tunix 263.0K/mo
- gemma 19.9K/mo
- kauldron 16.5K/mo
- datarax 11.7K/mo
- avitai-artifex 10.1K/mo
- zea 4.0K/mo
- proxide 2.2K/mo
- xtrax 1.9K/mo
- easydel 1.8K/mo
- flaxdiff 1.5K/mo
Data and sources
Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh