PyPI Stats
jupyter-incubator

vnpt-sparkmagic

Jupyter magics and kernels for working with remote Spark clusters
PyPI GitHub

Shared Repository

This package shares its GitHub repository (jupyter-incubator/sparkmagic) with 5 other packages. Stars, forks, and other GitHub metrics reflect the entire repository.
Downloads
Day
30
Week
74
Month
222
Stars
1.4K
Forks
448
Issues
135
Version
0.1.7

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
30
Popularity
70
Adoption
23
Community
90
How the maintenance status was determined
Last commit
239 days ago
Monthly downloads
222
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
222
Stars
1,360
Stars per 1k downloads
6126.13
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
11
Month daily avg
7
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
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
BSD 3-clause
• 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
516 days ago
Total releases
8
Releases/year
5.6
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
75
Monthly downloads
222
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
88
 
Issue Burden
99.3
per 1k stars
Discussions
7.4
per 1k stars
Fork Ratio
16.7%
contrib / forks
Stale Release
277d
 
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. DE DE
7
2. CA CA
1

Dependencies

12

Used By

0
Not used by any tracked packages

Package Information

License
BSD 3-clause
First Release
December 5, 2024
Last Release
1 year ago
Last Commit
7 months ago
Latest Version
0.1.7
Total Releases
8
Contributors
75
Open PRs
32
Archived
No
Author
Jupyter Development Team
Python Versions
3.7
Wheels
py3
Topics
spark kernel cluster livy magic sql-query pandas-dataframe jupyter pyspark kerberos notebook jupyter-notebook
Tracking Since
January 21, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links