No known security advisories.
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
synapseml has 1.9M monthly downloads and 5K GitHub stars. Version 1.1.3, first published in 2021.
It is actively maintained under a permissive license, last released in Apr 2026.
It is used by 2 tracked packages, including sparklightautoml and sparklightautoml-dev.
GitHub topics include spark, pyspark and azure.
Package Insights
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
90
Popularity
81
Adoption
80
Community
80
Provenance
0
How the maintenance status was determined
Last commit
11 days ago
Monthly downloads
1,872,687
•
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
1,872,687
Stars
5,230
Stars per 1k downloads
2.79
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
62,517
Month daily avg
62,423
Momentum
+0.2%
((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
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
91 days ago
Total releases
31
Releases/year
6.6
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
134
Monthly downloads
1,872,687
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
71
Issue Burden
67.1
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
15.6%
contrib / forks
Stale Release
79d
PR Velocity
Quiet
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
52.5K
macOS
4
Windows
2
Python Versions
3.8
44.3%
23.0K
3.11
30.7%
15.9K
3.12
12.8%
6.6K
3.9
8.2%
4.3K
3.10
3.9%
2.0K
Top Countries
1.
US
43.3K
US
2.
DE
3.5K
DE
3.
JP
3.5K
JP
4.
BE
1.1K
BE
5.
IE
825
IE
6.
NL
120
NL
7.
GB
82
GB
8.
BR
36
BR
9.
AU
21
AU
10.
CA
15
CA
Dependencies
0
No dependencies
Used By
2
GitHub Topics
Tags from the package's GitHub repository describing what it does.
Package Information
License
MIT
First Release
October 25, 2021
Last Release
3 months ago
Last Commit
1 week ago
Latest Version
1.1.3
Total Releases
31
Contributors
134
Open PRs
41
Archived
No
Author
Microsoft
Python Versions
2
3
Wheels
py2
py3
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh