No known security advisories.
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
vortex-data has 157K monthly downloads and 3K GitHub stars. Version 0.76.0 supports Python 3.11+, first published in 2025.
It is actively maintained under a permissive license, last released in Jul 2026.
It is built on top of pyarrow, substrait and typing-extensions. It is used by 3 tracked packages, including marin-zephyr, rhei-engine and phoebe-bio.
GitHub topics include array, arrow and compression.
Package Insights
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
100
Popularity
71
Adoption
61
Community
60
Provenance
100
How the maintenance status was determined
Last commit
3 days ago
Monthly downloads
157,070
•
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
157,070
Stars
3,071
Stars per 1k downloads
19.55
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
4,782
Month daily avg
5,236
Momentum
-8.7%
((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 Software License
•
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
5 days ago
Total releases
53
Releases/year
46.4
•
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
58
Monthly downloads
157,070
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
76
Issue Burden
70.3
per 1k stars
Discussions
41.4
per 1k stars
Fork Ratio
32.2%
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
2.8K
macOS
11
Python Versions
3.12
59.0%
1.7K
3.11
37.6%
1.1K
3.13
3.1%
89
3.14
0.1%
4
3.15
0.1%
3
Top Countries
1.
US
2.3K
US
2.
NL
447
NL
3.
HK
54
HK
4.
SG
37
SG
5.
IE
23
IE
6.
JP
14
JP
7.
FR
10
FR
8.
DE
6
DE
9.
SE
5
SE
10.
CH
4
CH
Used By
3
GitHub Topics
Tags from the package's GitHub repository describing what it does.
Package Information
License
Apache Software License
First Release
May 15, 2025
Last Release
6 days ago
Last Commit
3 days ago
Latest Version
0.76.0
Total Releases
53
Contributors
58
Open PRs
56
Archived
No
Author
Vortex Authors <hello@vortex.dev>
Python Versions
3
3.11
3.12
3.13
3.14
Wheels
cp310
cp311
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh