Package Insights
Package Risks
- No releases in 547 days despite active commits
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
90
Popularity
67
Adoption
60
Community
100
How the maintenance status was determined
Last commit
4 days ago
Monthly downloads
4,059,984
•
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
4,059,984
Stars
882
Stars per 1k downloads
0.22
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
111,869
Month daily avg
135,333
Momentum
-17.3%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
>=3.8
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
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
552 days ago
Total releases
18
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
223
Monthly downloads
4,059,984
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
80
Issue Burden
281.2
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
49.7%
contrib / forks
Stale Release
547d
PR Velocity
Quiet
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
55.4K
macOS
764
Windows
577
Python Versions
3.12
32.8%
18.1K
3.11
32.5%
17.9K
3.10
23.1%
12.7K
3.13
8.1%
4.5K
3.9
3.5%
1.9K
Top Countries
1.
US
42.2K
US
2.
NL
5.7K
NL
3.
DE
2.3K
DE
4.
BE
1.5K
BE
5.
JP
1.4K
JP
6.
CA
830
CA
7.
SG
758
SG
8.
IN
723
IN
9.
IE
321
IE
10.
FI
155
FI
Dependencies
1
- google-cloud-aiplatform ==1.71.1
118 optional dependencies
- bigframes[testing]
- cloudpickle[testing]
- cloudpickle[full]
- cloudpickle[reasoningengine]
- cloudpickle[preview]
- docker[prediction]
- docker[testing]
- docker[full]
- explainable-ai-sdk[full]
- explainable-ai-sdk[lit]
- explainable-ai-sdk[testing]
- fastapi[testing]
- fastapi[full]
- fastapi[prediction]
- google-api-core[testing]
- google-cloud-bigquery[full]
- google-cloud-bigquery[ray]
- google-cloud-bigquery[ray-testing]
- google-cloud-bigquery[testing]
- google-cloud-bigquery-storage[full]
- google-cloud-bigquery-storage[ray]
- google-cloud-bigquery-storage[ray-testing]
- google-cloud-bigquery-storage[testing]
- google-cloud-logging[full]
- google-cloud-logging[preview]
- google-cloud-logging[testing]
- google-vizier[vizier]
- google-vizier[full]
- google-vizier[testing]
- grpcio-testing[testing]
- httpx[full]
- httpx[prediction]
- httpx[testing]
- immutabledict[full]
- immutabledict[ray]
- immutabledict[ray-testing]
- immutabledict[testing]
- ipython[testing]
- kfp[testing]
- langchain[langchain]
- langchain[langchain-testing]
- langchain-core[langchain]
- langchain-core[langchain-testing]
- langchain-google-vertexai[langchain]
- langchain-google-vertexai[langchain-testing]
- lit-nlp[full]
- lit-nlp[lit]
- lit-nlp[testing]
- mlflow[autologging]
- mlflow[full]
- mlflow[testing]
- nest-asyncio[full]
- nest-asyncio[rapid-evaluation]
- nest-asyncio[testing]
- numpy[full]
- numpy[metadata]
- numpy[testing]
- pandas[lit]
- pandas[full]
- pandas[metadata]
- pandas[rapid-evaluation]
- pandas[ray]
- pandas[ray-testing]
- pandas[testing]
- pyarrow[datasets]
- pyarrow[full]
- pyarrow[ray]
- pyarrow[ray-testing]
- pyarrow[testing]
- pydantic[full]
- pydantic[ray]
- pydantic[ray-testing]
- pydantic[reasoningengine]
- pydantic[testing]
- pyfakefs[testing]
- pytest-asyncio[testing]
- pytest-xdist[langchain-testing]
- pytest-xdist[ray-testing]
- pytest-xdist[testing]
- pyyaml[full]
- pyyaml[pipelines]
- pyyaml[testing]
- ray[full]
- ray[ray]
- ray[ray-testing]
- ray[testing]
- requests[endpoint]
- requests[full]
- requests[private-endpoints]
- requests[testing]
- requests-toolbelt[testing]
- scikit-learn[ray-testing]
- scikit-learn[testing]
- starlette[full]
- starlette[prediction]
- starlette[testing]
- tensorboard-plugin-profile[cloud-profiler]
- tensorboard-plugin-profile[testing]
- tensorflow[cloud-profiler]
- tensorflow[full]
- tensorflow[lit]
- tensorflow[ray-testing]
- tensorflow[tensorboard]
- tensorflow[testing]
- tensorflow[xai]
- torch[ray-testing]
- torch[testing]
- urllib3[full]
- urllib3[private-endpoints]
- urllib3[testing]
- uvicorn[full]
- uvicorn[prediction]
- uvicorn[testing]
- werkzeug[cloud-profiler]
- werkzeug[testing]
- xgboost[ray-testing]
- xgboost[testing]
- xgboost-ray[ray-testing]
Package Information
License
Apache 2.0
First Release
May 5, 2023
Last Release
1 year ago
Last Commit
4 days ago
Latest Version
1.71.1
Total Releases
18
Contributors
223
Open PRs
94
Archived
No
Author
Google LLC
Wheels
py3
Topics
-
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh