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depscope/pypi/ray

ray

pypiv2.57.0

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

License Apache 2.0permissive131 versions1 maintainers278 deps
ray-project/ray
75
/ 100
Health
safe to use

[email protected] is safe to use (health: 75/100)

Health breakdown0 – 100
25/25
maintenance
0/20
popularity
25/25
security
15/15
maturity
10/15
community
Vulnerabilities
0
none known
Quality signals
OSS Criticality
0.47medium
Download trend
stable(0%)
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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;colorful;uvicorn[standard];ray-haproxyopencensus;opentelemetry-proto;virtualenvrequests;py-spyopentelemetry-sdkpydanticfastapiprometheus_clientmmh3;starlettewatchfiles;py-spysmart_open;aiohttpgrpciopydanticaiohttp_cors;opentelemetry-exporter-prometheus;pandas;tensorboardXrequests;pyarrowfsspec;pydantic
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Last updated · 2026-08-11T00:20:34.684324Z

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