openteamsinc
pypi/ray
Risk Profile
Package
Source
Risk Profile
Maturity:
Mature
Health:
High Risk
published package has a different name than specified in the source code
Legal:
Unknown
License includes a patent grant clause
License has additional text that may require review before use
License could not be determined
Security:
Caution Needed
Multiple vulnerabilities have been reported in the last 600 days
At least one high or critical severity vulnerability has been reported in the last 600
Package
pypi
ray
Version
2.58.0
Last Release Date
6 days ago
License
Apache
Dependencies
click
>=7.0
filelock
jsonschema
msgpack
<2.0.0, >=1.0.0
packaging
>=24.2
protobuf
>=3.20.3
pyyaml
requests
aiohttp
>=3.14.1
aiohttp_cors
colorful
py-spy
>=0.2.0
py-spy
>=0.4.0
requests
grpcio
>=1.42.0
opencensus
opentelemetry-sdk
>=1.30.0
opentelemetry-exporter-prometheus
opentelemetry-proto
pydantic
<3, >=2.5.0
pydantic
<3, >=2.13.0
prometheus_client
>=0.7.1
smart_open
virtualenv
!=20.21.1, >=20.0.24
cgraph:
cupy-cuda12x
client:
grpcio
!=1.56.0
grpcio
data:
numpy
>=1.20
pandas
>=2.2.3
pyarrow
>=17.0.0
fsspec
observability:
memray
serve:
uvicorn
[standard]
ray-haproxy
<2.9.0, >=2.8.25
opentelemetry-proto
starlette
>=1.0.1
py-spy
>=0.4.0
opentelemetry-exporter-prometheus
pydantic
<3, >=2.13.0
pydantic
<3, >=2.5.0
prometheus_client
>=0.7.1
grpcio
>=1.42.0
opencensus
aiohttp
>=3.14.1
watchfiles
opentelemetry-sdk
>=1.30.0
requests
fastapi
>=0.133.0
smart_open
colorful
aiohttp_cors
virtualenv
!=20.21.1, >=20.0.24
py-spy
>=0.2.0
mmh3
tune:
pandas
tensorboardX
>=1.9
requests
pyarrow
>=17.0.0
fsspec
pydantic
<3, >=2.5.0
pydantic
<3, >=2.13.0
adag:
cupy-cuda12x
serve-grpc:
uvicorn
[standard]
ray-haproxy
<2.9.0, >=2.8.25
opentelemetry-proto
py-spy
>=0.4.0
starlette
>=1.0.1
opentelemetry-exporter-prometheus
pydantic
<3, >=2.13.0
pydantic
<3, >=2.5.0
prometheus_client
>=0.7.1
grpcio
>=1.42.0
opencensus
aiohttp
>=3.14.1
watchfiles
opentelemetry-sdk
>=1.30.0
pyOpenSSL
requests
fastapi
>=0.133.0
smart_open
colorful
aiohttp_cors
virtualenv
!=20.21.1, >=20.0.24
py-spy
>=0.2.0
mmh3
serve-async-inference:
uvicorn
[standard]
ray-haproxy
<2.9.0, >=2.8.25
taskiq
opentelemetry-proto
py-spy
>=0.4.0
starlette
>=1.0.1
opentelemetry-exporter-prometheus
pydantic
<3, >=2.13.0
pydantic
<3, >=2.5.0
prometheus_client
>=0.7.1
grpcio
>=1.42.0
opencensus
aiohttp
>=3.14.1
watchfiles
opentelemetry-sdk
>=1.30.0
requests
fastapi
>=0.133.0
smart_open
colorful
aiohttp_cors
virtualenv
!=20.21.1, >=20.0.24
py-spy
>=0.2.0
mmh3
celery
cpp:
ray-cpp
==2.58.0
rllib:
pandas
tensorboardX
>=1.9
requests
pyarrow
>=17.0.0
fsspec
pydantic
<3, >=2.5.0
pydantic
<3, >=2.13.0
dm_tree
gymnasium
==1.2.2
lz4
ormsgpack
>=1.7.0
pyyaml
scipy
train:
pandas
tensorboardX
>=1.9
requests
pyarrow
>=17.0.0
fsspec
pydantic
<3, >=2.5.0
pydantic
<3, >=2.13.0
air:
uvicorn
[standard]
ray-haproxy
<2.9.0, >=2.8.25
opentelemetry-proto
starlette
>=1.0.1
py-spy
>=0.4.0
fsspec
pyarrow
>=17.0.0
opentelemetry-exporter-prometheus
pydantic
<3, >=2.13.0
pandas
>=2.2.3
pydantic
<3, >=2.5.0
prometheus_client
>=0.7.1
grpcio
>=1.42.0
opencensus
aiohttp
>=3.14.1
watchfiles
tensorboardX
>=1.9
opentelemetry-sdk
>=1.30.0
requests
fastapi
>=0.133.0
smart_open
colorful
aiohttp_cors
virtualenv
!=20.21.1, >=20.0.24
py-spy
>=0.2.0
mmh3
numpy
>=1.20
pandas
all:
dm_tree
grpcio
uvicorn
[standard]
lz4
ray-haproxy
<2.9.0, >=2.8.25
taskiq
opentelemetry-proto
py-spy
>=0.4.0
starlette
>=1.0.1
fsspec
pyarrow
>=17.0.0
memray
opentelemetry-exporter-prometheus
pandas
>=2.2.3
pydantic
<3, >=2.13.0
pydantic
<3, >=2.5.0
cupy-cuda12x
prometheus_client
>=0.7.1
grpcio
>=1.42.0
opencensus
aiohttp
>=3.14.1
grpcio
!=1.56.0
watchfiles
pyyaml
tensorboardX
>=1.9
scipy
opentelemetry-sdk
>=1.30.0
pyOpenSSL
requests
fastapi
>=0.133.0
smart_open
colorful
aiohttp_cors
virtualenv
!=20.21.1, >=20.0.24
gymnasium
==1.2.2
py-spy
>=0.2.0
ormsgpack
>=1.7.0
mmh3
celery
numpy
>=1.20
pandas
llm:
hf_transfer
uvicorn
[standard]
ray-haproxy
<2.9.0, >=2.8.25
opentelemetry-proto
pybind11
starlette
>=1.0.1
py-spy
>=0.4.0
pyarrow
>=17.0.0
fsspec
nixl-cu13
==1.3.1
meson
opentelemetry-exporter-prometheus
pandas
>=2.2.3
pydantic
<3, >=2.13.0
pydantic
<3, >=2.5.0
prometheus_client
>=0.7.1
typer
grpcio
>=1.42.0
ninja
opencensus
vllm
[audio]
==0.26.0
aiohttp
>=3.14.1
watchfiles
opentelemetry-sdk
>=1.30.0
requests
fastapi
>=0.133.0
smart_open
colorful
aiohttp_cors
async-timeout
virtualenv
!=20.21.1, >=20.0.24
jsonschema
jsonref
>=1.1.0
py-spy
>=0.2.0
mmh3
nixl
==1.3.1
numpy
>=1.20
all-cpp:
dm_tree
grpcio
uvicorn
[standard]
lz4
ray-haproxy
<2.9.0, >=2.8.25
taskiq
opentelemetry-proto
py-spy
>=0.4.0
starlette
>=1.0.1
pandas
pyarrow
>=17.0.0
fsspec
memray
opentelemetry-exporter-prometheus
pandas
>=2.2.3
pydantic
<3, >=2.13.0
pydantic
<3, >=2.5.0
cupy-cuda12x
prometheus_client
>=0.7.1
grpcio
>=1.42.0
opencensus
aiohttp
>=3.14.1
grpcio
!=1.56.0
watchfiles
pyyaml
tensorboardX
>=1.9
scipy
opentelemetry-sdk
>=1.30.0
pyOpenSSL
requests
fastapi
>=0.133.0
smart_open
colorful
aiohttp_cors
virtualenv
!=20.21.1, >=20.0.24
gymnasium
==1.2.2
py-spy
>=0.2.0
ormsgpack
>=1.7.0
mmh3
ray-cpp
==2.58.0
numpy
>=1.20
celery
Source
Location
ray-project/ray
Last Source Update
1 day ago
Licenses
Apache License 2.0
(text added)
Unknown
MIT License
Mozilla Public License 2.0 (no copyleft exception)
MIT License
Distribution Destinations
pypi/ray-release
pypi/nsys
pypi/qwen3-reward-plugin
npm/ray-dashboard-client
