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depscope/pypi/ray

ray

pypiv2.55.1

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

License Apache 2.0permissive128 versions1 maintainers253 deps14,256,574 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 (253)
clickfilelockjsonschemamsgpackpackagingprotobufpyyamlrequestscupy-cuda12x;grpciogrpcio;numpypandaspyarrowfsspec;aiohttpaiohttp_cors;colorful;py-spypy-spyrequests;grpcioopencensus;opentelemetry-sdkopentelemetry-exporter-prometheus;opentelemetry-proto;pydanticprometheus_clientsmart_open;virtualenvmemray;watchfiles;opentelemetry-proto;opencensus;grpciorequests;aiohttpcolorful;pydanticopentelemetry-exporter-prometheus;prometheus_clientvirtualenvaiohttp_cors;smart_open;py-spyfastapi;opentelemetry-sdkpy-spystarlette;uvicorn[standard];pandas;pydantictensorboardXrequests;pyarrowfsspec;cupy-cuda12x;watchfiles;opentelemetry-proto;opencensus;
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Last updated · 2026-04-22T20:09:10.013249Z

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