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ray


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Author: Ray Team
License: Apache 2.0
Summary: Ray provides a simple, universal API for building distributed applications.
Latest version: 2.47.0
Required dependencies: async-timeout | click | cupy-cuda12x | filelock | grpcio | jsonschema | memray | msgpack | packaging | protobuf | py-spy | pyarrow | pyyaml | requests
Optional dependencies: aiohttp | aiohttp-cors | colorful | dm-tree | fastapi | fsspec | grpcio | gymnasium | jsonref | jsonschema | lz4 | ninja | numpy | opencensus | opentelemetry-api | opentelemetry-exporter-otlp | opentelemetry-exporter-prometheus | opentelemetry-proto | opentelemetry-sdk | ormsgpack | pandas | prometheus-client | pyarrow | pydantic | pyopenssl | pyyaml | ray-cpp | requests | scipy | smart-open | starlette | tensorboardx | typer | uvicorn | virtualenv | vllm | watchfiles

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