PyPI Stats
wonderbeyond

sqlalchemy-nested-mutable

An advanced SQLAlchemy column type factory that helps map complex Python types (e.g. List, Dict, Pydantic Model and their hybrids) to database types (e.g. ARRAY, JSONB), And keep track of mutations in deeply nested data structures so that SQLAlchemy can emit proper UPDATE statements.
PyPI GitHub
Downloads
Day
130
Week
675
Month
3.0K
Stars
33
Forks
10
Issues
1
Version
0.2.0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
10
Popularity
31
Adoption
34
Community
30
How the maintenance status was determined
Last commit
551 days ago
Monthly downloads
3,027
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
3,027
Stars
33
Stars per 1k downloads
10.90
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
96
Month daily avg
101
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
>=3.8,<4.0
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
MIT
• 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
1021 days ago
Total releases
3
Releases/year
1.0
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
3
Monthly downloads
3,027
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
35
 
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
30.0%
contrib / forks
Stale Release
470d
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 53

Python Versions

3.13
100.0% 53

Top Countries

1. US US
53
2. CA CA
1

Dependencies

4

Used By

0
Not used by any tracked packages

Package Information

License
MIT
First Release
June 6, 2023
Last Release
2 years ago
Last Commit
1 year ago
Latest Version
0.2.0
Total Releases
3
Contributors
3
Open PRs
0
Archived
No
Author
Wonder
Python Versions
3 3.8 3.9 3.10 3.11
Wheels
py3
Keywords
SQLAlchemy Nested Mutable Types JSON
Topics
database jsonb orm pydantic python sqlalchemy
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links