No known security advisories.
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
koalas has 1.2M monthly downloads and 3K GitHub stars. Version 1.8.2 supports Python >=3.5,<3.10, first published in 2019.
It is showing limited recent maintenance under a permissive license, last released in Oct 2021.
It is used by 2 tracked packages, including edsteva and punppci.
GitHub topics include spark, pandas and pydata.
Package Insights
Package Risks
- No releases in 701 days despite active commits
- High downloads but no recent maintenance activity
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
40
Popularity
75
Adoption
80
Community
65
Provenance
0
How the maintenance status was determined
Last commit
1020 days ago
Monthly downloads
1,150,795
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
1,150,795
Stars
3,374
Stars per 1k downloads
2.93
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
38,698
Month daily avg
38,360
Momentum
+0.9%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
>=3.5,<3.10
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
http://www.apache.org/licenses/LICENSE-2.0
•
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
1721 days ago
Total releases
47
Releases/year
6.5
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
51
Monthly downloads
1,150,795
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
70
Issue Burden
29.3
per 1k stars
Discussions
3.0
per 1k stars
Fork Ratio
13.8%
contrib / forks
Stale Release
701d
PR Velocity
Quiet
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
29.2K
macOS
4
Windows
2
Python Versions
3.11
56.2%
16.2K
3.9
13.9%
4.0K
3.12
12.5%
3.6K
3.7
12.1%
3.5K
3.10
5.2%
1.5K
Top Countries
1.
US
23.7K
US
2.
SE
1.4K
SE
3.
NL
1.2K
NL
4.
BR
1.2K
BR
5.
DE
466
DE
6.
IE
430
IE
7.
KR
404
KR
8.
SG
114
SG
9.
JP
98
JP
10.
AU
75
AU
Package Information
License
http://www.apache.org/licenses/LICENSE-2.0
First Release
April 19, 2019
Last Release
4 years ago
Last Commit
2 years ago
Latest Version
1.8.2
Total Releases
47
Contributors
51
Open PRs
8
Archived
No
Author
Databricks
Python Versions
3.5
3.6
3.7
3.8
3.9
Wheels
py3
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh