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depscope/pypi/ray

ray

pypiv2.56.0

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

License Apache 2.0permissive129 versions1 maintainers271 deps14,762,616 weekly dl
ray-project/ray
95
/ 100
Health
safe to use

[email protected] is safe to use (health: 95/100)

Health breakdown0 – 100
25/25
maintenance
20/20
popularity
25/25
security
15/15
maturity
10/15
community
0/15
popularity_floor
Vulnerabilities
0
none known
Quality signals
OSS Criticality
0.47medium

Health History

Dependency Tree

License Audit

Dependencies (271)
clickfilelockjsonschemamsgpackpackagingprotobufpyyamlrequestscupy-cuda12x;grpciogrpcio;numpypandaspyarrowfsspec;aiohttpaiohttp_cors;colorful;py-spypy-spyrequests;grpcioopencensus;opentelemetry-sdkopentelemetry-exporter-prometheus;opentelemetry-proto;pydanticpydanticprometheus_clientsmart_open;virtualenvmemray;fastapipy-spypydanticopencensus;pydanticvirtualenvstarlettesmart_open;colorful;aiohttpopentelemetry-sdkmmh3;requests;aiohttp_cors;uvicorn[standard];watchfiles;py-spyopentelemetry-proto;grpcioprometheus_clientopentelemetry-exporter-prometheus;pandas;tensorboardXrequests;pyarrowfsspec;pydanticpydantic
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Last updated · 2026-06-29T20:50:14.442254Z

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