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| Dependency | Optional | Group |
|---|---|---|
| click | false | |
| filelock | false | |
| jsonschema | false | |
| msgpack | false |
| Package | Optional | Group |
|---|---|---|
| apache-airflow-providers-google | false | |
| codeflare-sdk | false | |
| fairchem-core | false | |
| leptonai | false | |
| nemo-gym | false | |
| neuralforecast | false | |
| prefect-ray | false | |
| tune-sklearn | false | |
| verl | false | |
| xgboost-ray | false | |
| autogluon-core | true | ray |
| awswrangler | true | ray |
| cache-dit | true | ray |
| cudf-polars-cu12 | true | ray |
| daft | true | ray |
| feast | true | ray |
| flaml | true | ray |
| fschat | true | llm_judge |
| fugue | true | ray |
| gliner | true | serve |
| google-cloud-aiplatform | true | full |
| google-vizier | true | benchmarks |
| lighteval | true | vllm |
| modin | true | all |
| multi-storage-client | true | ray |
| nemo-run | true | ray |
| pandera | true | modin |
| pycaret | true | full |
| pyducklake | true | all |
| pyiceberg | true | ray |
| pymars | true | ray |
| pymoo | true | parallelization |
| pypaimon | true | ray |
| quacc | true | ray |
| rapidsmpf-cu12 | true | test |
| sglang | true | ray |
| skypilot | true | ibm |
| skypilot-nightly | true | ibm |
| snowflake-snowpark-python | true | modin-development |
| torchx | true | dev |
| transformers | true | integrations |
| unidist | true | all |
| vertexai | true | full |
| vortex-data | true | ray |
| wandb-osh | true | ray |
| webdataset | true | dev |
| packaging | false |
| protobuf | false |
| pyyaml | false |
| requests | false |
| aiohttp | true | default |
| aiohttp-cors | true | default |
| async-timeout | true | llm |
| celery | true | serve-async-inference |
| colorful | true | default |
| cupy-cuda12x | true | cgraph |
| dm-tree | true | rllib |
| fastapi | true | serve |
| fsspec | true | data |
| grpcio | true | client |
| gymnasium | true | rllib |
| hf-transfer | true | llm |
| jsonref | true | llm |
| lz4 | true | rllib |
| memray | true | observability |
| meson | true | llm |
| mmh3 | true | serve |
| ninja | true | llm |
| nixl | true | llm |
| nixl-cu13 | true | llm |
| numpy | true | data |
| opencensus | true | default |
| opentelemetry-exporter-prometheus | true | default |
| opentelemetry-proto | true | default |
| opentelemetry-sdk | true | default |
| ormsgpack | true | rllib |
| pandas | true | data |
| prometheus-client | true | default |
| py-spy | true | default |
| pyarrow | true | data |
| pybind11 | true | llm |
| pydantic | true | default |
| pyopenssl | true | serve-grpc |
| ray-cpp | true | cpp |
| ray-haproxy | true | serve |
| scipy | true | rllib |
| smart-open | true | default |
| starlette | true | serve |
| taskiq | true | serve-async-inference |
| tensorboardx | true | tune |
| typer | true | llm |
| uvicorn | true | serve |
| virtualenv | true | default |
| vllm | true | llm |
| watchfiles | true | serve |