PyPI Stats
apache

apache-hamilton-contrib

Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.
PyPI GitHub

Shared Repository

This package shares its GitHub repository (apache/hamilton) with 4 other packages. Stars, forks, and other GitHub metrics reflect the entire repository.
Downloads
Day
13
Week
26
Month
109
Stars
2.5K
Forks
187
Issues
109
Version
0.1.0.dev0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
60
Popularity
70
Adoption
20
Community
70
How the maintenance status was determined
Last commit
3 days ago
Monthly downloads
109
• 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
109
Stars
2,470
Stars per 1k downloads
22660.55
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
Needs at least 1,000 monthly downloads to classify popularity.
How download momentum is calculated
Week daily avg
4
Month daily avg
4
Momentum
—
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Momentum not reported for packages with < 5,000 monthly downloads — percentages are noisy at low volume.
Python version support tiers
requires_python
<4,>=3.10
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
52 days ago
Total releases
1
Releases/year
7.0
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
101
Monthly downloads
109
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
80
 
Issue Burden
44.1
per 1k stars
Discussions
23.9
per 1k stars
Fork Ratio
54.0%
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

No OS data available

Python Versions

No Python version data available

Top Countries

1. CA CA
1

Dependencies

1
3 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
Apache-2.0
First Release
March 15, 2026
Last Release
1 month ago
Last Commit
3 days ago
Latest Version
0.1.0.dev0
Total Releases
1
Contributors
101
Open PRs
39
Archived
No
Python Versions
3 3.10 3.11 3.12 3.13 3.14
Wheels
py3
Keywords
hamilton collaborative shared dataflow library contrib
Topics
data-science python dag data-engineering dataframe etl etl-framework etl-pipeline feature-engineering machine-learning pandas software-engineering data-analysis lineage llmops mlops orchestration hacktoberfest rag
Tracking Since
March 22, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links