PyRank
kubeflow

kfp-kubernetes

Machine Learning Pipelines for Kubeflow
PyPI GitHub
More links
Download Stats Bug Tracker Documentation Source
Verified repo
Monthly downloads
120.7K
Weekly downloads
24.7K
GitHub stars *
4.2K

Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.

Package Information

Latest Version
2.17.0
Requires Python
>=3.9.0
Licence
Apache 2.0
Last Release
3 months ago
Author
google
First Release
April 12, 2023
Total Releases
18
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

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
90
Popularity
80
Adoption
50
Community
100
Provenance
100
How the maintenance status was determined
Last commit
1 days ago
Monthly downloads
120,667
• 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
120,667
Stars
4,242
Stars per 1k downloads
35.15
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
3,535
Month daily avg
4,022
Momentum
-12.1%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
More insights and metrics
Python version support tiers
requires_python
>=3.9.0
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 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
99 days ago
Total releases
18
Releases/year
5.1
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
661
Monthly downloads
120,667
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
100
 
Issue Burden
54.7
per 1k stars
Discussions
23.8
per 1k stars
Fork Ratio
30.7%
contrib / forks
Stale Release
98d
 
PR Velocity
Quiet
 
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 1.3K
macOS 13
Windows 4

Python Versions

3.12
54.7% 687
3.10
18.9% 237
3.11
18.3% 230
3.14
4.2% 53
3.13
3.8% 48

Top Countries

1. US US
969
2. DE DE
146
3. KR KR
78
4. GB GB
76
5. FI FI
36
6. IN IN
23
7. IE IE
21
8. SE SE
14
9. SG SG
13
10. HK HK
11

Weekly Downloads

GitHub Stars *

Dependencies

4
8 optional dependencies
  • docformatter==1.4[dev]
    extra == "dev"
  • isort==5.10.1[dev]
    extra == "dev"
  • mypy==0.941[dev]
    extra == "dev"
  • pre-commit==2.19.0[dev]
    extra == "dev"
  • pycln==2.1.1[dev]
    extra == "dev"
  • pytest==8.4.2[dev]
    python_version < "3.10" and extra == "dev"
  • pytest-xdist==3.8.0[dev]
    extra == "dev"
  • yapf==0.32.0[dev]
    extra == "dev"

Used By

8

Repository details

Forks
2.2K
Issues
232
Last Commit
2 days ago
Contributors
661
Open PRs
91
Archived
No

Data and sources

Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh
Sources and methodology