PyPI Stats
dagworks-inc

sf-hamilton-lsp

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 (dagworks-inc/hamilton) with 4 other packages. Stars, forks, and other GitHub metrics reflect the entire repository.
Downloads
Day
484
Week
2.5K
Month
10.2K
Stars
2.5K
Forks
186
Issues
113
Version
0.1.0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
60
Popularity
70
Adoption
60
Community
60
How the maintenance status was determined
Last commit
3 days ago
Monthly downloads
10,197
• 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
10,197
Stars
2,468
Stars per 1k downloads
242.03
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
352
Month daily avg
340
Momentum
+3.6%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
<4,>=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
BSD 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
678 days ago
Total releases
1
Releases/year
0.5
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
99
Monthly downloads
10,197
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
45.8
per 1k stars
Discussions
23.9
per 1k stars
Fork Ratio
53.2%
contrib / forks
Stale Release
674d
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 133
Windows 2
macOS 1

Python Versions

3.14
79.1% 102
3.13
14.7% 19
3.11
3.1% 4
3.12
3.1% 4

Top Countries

1. DE DE
96
2. US US
27
3. FI FI
13
4. EE EE
2
5. CA CA
1

Dependencies

2
2 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
BSD License
First Release
June 27, 2024
Last Release
1 year ago
Last Commit
3 days ago
Latest Version
0.1.0
Total Releases
1
Contributors
99
Open PRs
39
Archived
No
Python Versions
3
Wheels
py3
Keywords
hamilton dagworks vscode extension data science pipelines
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
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links