Package profile

ray

Summary: Ray provides a simple, universal API for building distributed applications.
Author: Ray Team
Homepage: https://github.com/ray-project/ray
Source: https://github.com/ray-project/ray (Repo profile)
Number of releases: 130
First release: 0.1.1 on 2017-06-03
Latest release: 2.49.0 on 2025-08-26

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Ray has 46 dependencies, 38 of which optional.

Dependencies of ray (46).
Dependency	Optional
click	false
filelock	false
jsonschema	false
msgpack	false
packaging	false
protobuf	false
pyyaml	false
requests	false
aiohttp	true
aiohttp_cors	true
async-timeout	true
celery	true
colorful	true
cupy-cuda12x	true
dm_tree	true
fastapi	true
fsspec	true
grpcio	true
gymnasium	true
hf_transfer	true
jsonref	true
lz4	true
memray	true
ninja	true
numpy	true
opencensus	true
opentelemetry-exporter-prometheus	true
opentelemetry-proto	true
opentelemetry-sdk	true
ormsgpack	true
pandas	true
prometheus_client	true
py-spy	true
pyarrow	true
pydantic	true
pyOpenSSL	true
ray-cpp	true
scipy	true
smart_open	true
starlette	true
tensorboardX	true
typer	true
uvicorn	true
virtualenv	true
vllm	true
watchfiles	true