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depscope/pypi/ray

ray

pypiv2.58.0

Ray provides a simple, universal API for building distributed applications.

License Apache 2.0permissive132 versions1 maintainers278 deps5,124,093 weekly dl
ray-project/ray
92
/ 100
Health
safe to use

[email protected] is safe to use (health: 92/100)

Health breakdown0 – 100
25/25
maintenance
17/20
popularity
25/25
security
15/15
maturity
10/15
community
0/15
popularity_floor
Vulnerabilities
0
none known
Quality signals
OSS Criticality
0.69high
Download trend
stable(0%)
Publish security
API token

Health History

Dependency Tree

License Audit

Dependencies (278)
clickfilelockjsonschemamsgpackpackagingprotobufpyyamlrequestscupy-cuda12x;grpciogrpcio;numpypandaspyarrowfsspec;aiohttpaiohttp_cors;colorful;py-spypy-spyrequests;grpcioopencensus;opentelemetry-sdkopentelemetry-exporter-prometheus;opentelemetry-proto;pydanticpydanticprometheus_clientsmart_open;virtualenvmemray;uvicorn[standard];ray-haproxyopentelemetry-proto;starlettepy-spyopentelemetry-exporter-prometheus;pydanticpydanticprometheus_clientgrpcioopencensus;aiohttpwatchfiles;opentelemetry-sdkrequests;fastapismart_open;colorful;aiohttp_cors;virtualenvpy-spymmh3;pandas;tensorboardXrequests;pyarrowfsspec;pydantic
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Last updated · 2026-08-23T04:45:46.075988Z

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