Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.
Package Information
Latest Version
Requires Python
<4,>=3.10
Licence
Apache 2.0
Last Release
4 months ago
Author
Google LLC
First Release
January 28, 2019
Total Releases
46
Python Versions
3
3.10
3.11
3.12
3.13
No reported malware or high/critical advisories · Details
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
Package Insights
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
80
Popularity
62
Adoption
64
Community
70
Provenance
0
How the maintenance status was determined
Last commit
63 days ago
Monthly downloads
27,881
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
27,881
Stars
687
Stars per 1k downloads
24.64
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
1,022
Month daily avg
929
Momentum
+10.0%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100More insights and metrics
Python version support tiers
requires_python
<4,>=3.10
Cutting Edge
Minimum supported version is 3.14 or newer
Modern
Minimum supported version is 3.11 to 3.13
•
Legacy
Supports 3.10 or older (or Python 2)
Unknown
No requires_python specified or unparseable
License categories
License
Apache 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
129 days ago
Total releases
46
Releases/year
6.0
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
24
Monthly downloads
27,881
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
69
Issue Burden
58.2
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
13.0%
contrib / forks
Stale Release
66d
PR Velocity
Active
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
609
Windows
3
macOS
2
Python Versions
3.11
49.1%
280
3.6
24.9%
142
3.10
9.6%
55
3.9
8.6%
49
3.8
7.7%
44
Top Countries
1.
US
553
US
2.
NL
38
NL
3.
SG
21
SG
4.
CN
13
CN
5.
GB
6
GB
6.
DE
4
DE
7.
CA
3
CA
8.
CH
2
CH
9.
FR
2
FR
10.
IN
2
IN
Weekly Downloads
GitHub Stars *
Dependencies
5
9 optional dependencies
-
black[docs]extra == "docs"
-
griffe-inherited-docstrings[docs]extra == "docs"
-
mkdocs[docs]extra == "docs"
-
mkdocs-autorefs[docs]extra == "docs"
-
mkdocs-caption[docs]extra == "docs"
-
mkdocs-jupyter[docs]extra == "docs"
-
mkdocs-material[docs]extra == "docs"
-
mkdocstrings[docs]extra == "docs"
-
pre-commit[lint]extra == "lint"
Used By
9
- ml-pipelines-sdk 15.4K/mo
- tfx 14.6K/mo
- cmflib 447/mo
- artitrack 414/mo
- model-card-toolkit 286/mo
- waseda-ml-pipelines-sdk 92/mo
- waseda-tfx 80/mo
- kf-metadata 25/mo
- aus 0/mo