Package Insights
Score based on PyPI data only — no linked source repository
N/A
Health Score
Not available
requires GitHub data
How the maintenance status was determined
Last release
8 days ago
Monthly downloads
15,448
•
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
15,448
Stars
Unknown
Stars per 1k downloads
—
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
No star data — can't compute stars-to-downloads ratio.
How download momentum is calculated
Week daily avg
329
Month daily avg
515
Momentum
-36.1%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
Not specified
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
Package does not declare a minimum Python version.
License categories
License
Not specified
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
Package does not declare a license.
How the release cadence was determined
Last release
8 days ago
Total releases
16
Releases/year
18.1
•
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
Unknown
Monthly downloads
15,448
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
Contributor count is missing — this usually indicates the package has no linked GitHub repository.
Engagement
0
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
-
contrib / forks
Stale Release
No
PR Velocity
-
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
54
Python Versions
3.12
100.0%
54
Top Countries
1.
US
63
US
2.
KR
10
KR
3.
CA
1
CA
Dependencies
18
- boto3 >=1.38.28
- botocore >=1.38.28
- cloudpickle >=3.1.1
- duckdb >=1.1.3
- jinja2 >=3.1.6
- json-schema-to-pydantic >=0.4.1
- lancedb <0.25.0,>=0.22.0
- numpy >=2.0.0
- openai >=1.101.0
- pandas >=2.2.2
- polars <=1.30.0,>=1.20.0
- protobuf >=5.29.5
- pymupdf >=1.26.4
- scikit-learn >=1.7.1
- sqlglot <31.0.0,>=29.0.1
- tiktoken >=0.11.0
- types-protobuf >=5.29.1.20250403
- zstandard >=0.23.0
9 optional dependencies
- anthropic[anthropic]
- cohere[cohere]
- fastmcp[mcp]
- fenic-cloud[cloud]
- google-genai[google]
- grpcio[cloud]
- markdown-it-py[eval]
- pyarrow[cloud]
- pydantic-settings[cloud]
Package Information
License
Unknown
First Release
June 18, 2025
Last Release
1 week ago
Last Commit
-
Latest Version
0.9.0
Total Releases
16
Contributors
-
Open PRs
-
Archived
-
Python Versions
3
3.10
3.11
3.12
Wheels
cp39
Topics
-
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh