PyPI Stats
logicalclocks

hsfs

Python - Java/Scala API for the Hopsworks feature store
PyPI GitHub
Downloads
Day
322
Week
2.3K
Month
15.1K
Stars
55
Forks
42
Issues
28
Version
3.9.0rc24

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
40
Popularity
40
Adoption
41
Community
75
How the maintenance status was determined
Last commit
663 days ago
Monthly downloads
15,149
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
15,149
Stars
55
Stars per 1k downloads
3.63
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
335
Month daily avg
505
Momentum
-33.6%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
<3.13,>=3.8
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
224 days ago
Total releases
198
Releases/year
32.8
• 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
27
Monthly downloads
15,149
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
65
 
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
64.3%
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 236

Python Versions

3.11
98.1% 157
3.9
1.2% 2
3.7
0.6% 1

Top Countries

1. US US
238
2. CA CA
1
3. CN CN
1
4. SG SG
1

Dependencies

18
24 optional dependencies

Used By

1

Package Information

License
Apache-2.0
First Release
April 23, 2020
Last Release
7 months ago
Last Commit
1 year ago
Latest Version
3.9.0rc24
Total Releases
198
Contributors
27
Open PRs
5
Archived
No
Python Versions
3 3.8 3.9 3.10 3.11 3.12
Wheels
py3
Keywords
Hopsworks Feature Store hsfs Spark Machine Learning MLOps DataOps
Topics
feature-store hopsworks hsfs python scala spark
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links