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
2.59.0
Last Release Date
22 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]
colorful
aiohttp
>=3.14.1
prometheus_client
>=0.7.1
smart_open
watchfiles
opentelemetry-exporter-prometheus
virtualenv
!=20.21.1, >=20.0.24
pydantic
<3, >=2.13.0
requests
opentelemetry-proto
jinja2
opentelemetry-sdk
>=1.30.0
starlette
>=1.0.1
fastapi
>=0.133.0
py-spy
>=0.2.0
opencensus
mmh3
aiohttp_cors
py-spy
>=0.4.0
grpcio
>=1.42.0
pydantic
<3, >=2.5.0
ray-haproxy
<2.9.0, >=2.8.25
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]
colorful
aiohttp
>=3.14.1
prometheus_client
>=0.7.1
smart_open
watchfiles
opentelemetry-exporter-prometheus
virtualenv
!=20.21.1, >=20.0.24
pydantic
<3, >=2.13.0
requests
opentelemetry-proto
jinja2
opentelemetry-sdk
>=1.30.0
starlette
>=1.0.1
fastapi
>=0.133.0
pyOpenSSL
py-spy
>=0.2.0
opencensus
mmh3
aiohttp_cors
py-spy
>=0.4.0
grpcio
>=1.42.0
pydantic
<3, >=2.5.0
ray-haproxy
<2.9.0, >=2.8.25
serve-async-inference:
uvicorn
[standard]
colorful
taskiq
celery
aiohttp
>=3.14.1
prometheus_client
>=0.7.1
smart_open
watchfiles
opentelemetry-exporter-prometheus
virtualenv
!=20.21.1, >=20.0.24
pydantic
<3, >=2.13.0
requests
opentelemetry-proto
jinja2
opentelemetry-sdk
>=1.30.0
starlette
>=1.0.1
fastapi
>=0.133.0
py-spy
>=0.2.0
opencensus
mmh3
aiohttp_cors
py-spy
>=0.4.0
grpcio
>=1.42.0
pydantic
<3, >=2.5.0
ray-haproxy
<2.9.0, >=2.8.25
llm:
jinja2
uvicorn
[standard]
ninja
colorful
typer
aiohttp
>=3.14.1
prometheus_client
>=0.7.1
meson
smart_open
watchfiles
opentelemetry-exporter-prometheus
vllm
[audio]
==0.27.0
virtualenv
!=20.21.1, >=20.0.24
nixl
==1.3.1
pydantic
<3, >=2.13.0
requests
opentelemetry-proto
opentelemetry-sdk
>=1.30.0
jsonref
>=1.1.0
starlette
>=1.0.1
fastapi
>=0.133.0
py-spy
>=0.2.0
opencensus
pandas
>=2.2.3
pyarrow
>=17.0.0
nixl-cu13
==1.3.1
mmh3
aiohttp_cors
async-timeout
py-spy
>=0.4.0
numpy
>=1.20
grpcio
>=1.42.0
jsonschema
pybind11
pydantic
<3, >=2.5.0
ray-haproxy
<2.9.0, >=2.8.25
hf_transfer
fsspec
cpp:
ray-cpp
==2.59.0
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]
tensorboardX
>=1.9
colorful
aiohttp
>=3.14.1
prometheus_client
>=0.7.1
smart_open
opentelemetry-exporter-prometheus
watchfiles
virtualenv
!=20.21.1, >=20.0.24
pandas
pydantic
<3, >=2.13.0
requests
opentelemetry-proto
jinja2
opentelemetry-sdk
>=1.30.0
starlette
>=1.0.1
fastapi
>=0.133.0
py-spy
>=0.2.0
opencensus
pandas
>=2.2.3
pyarrow
>=17.0.0
mmh3
aiohttp_cors
py-spy
>=0.4.0
numpy
>=1.20
grpcio
>=1.42.0
pydantic
<3, >=2.5.0
ray-haproxy
<2.9.0, >=2.8.25
fsspec
all:
uvicorn
[standard]
gymnasium
==1.2.2
tensorboardX
>=1.9
colorful
taskiq
celery
aiohttp
>=3.14.1
prometheus_client
>=0.7.1
dm_tree
smart_open
opentelemetry-exporter-prometheus
watchfiles
ormsgpack
>=1.7.0
virtualenv
!=20.21.1, >=20.0.24
pandas
pydantic
<3, >=2.13.0
requests
opentelemetry-proto
jinja2
grpcio
!=1.56.0
opentelemetry-sdk
>=1.30.0
starlette
>=1.0.1
fastapi
>=0.133.0
pyOpenSSL
py-spy
>=0.2.0
opencensus
pandas
>=2.2.3
pyarrow
>=17.0.0
mmh3
cupy-cuda12x
aiohttp_cors
scipy
py-spy
>=0.4.0
memray
numpy
>=1.20
grpcio
>=1.42.0
pydantic
<3, >=2.5.0
ray-haproxy
<2.9.0, >=2.8.25
lz4
grpcio
pyyaml
fsspec
all-cpp:
uvicorn
[standard]
gymnasium
==1.2.2
tensorboardX
>=1.9
colorful
taskiq
celery
aiohttp
>=3.14.1
prometheus_client
>=0.7.1
dm_tree
smart_open
watchfiles
opentelemetry-exporter-prometheus
ormsgpack
>=1.7.0
virtualenv
!=20.21.1, >=20.0.24
pandas
pydantic
<3, >=2.13.0
requests
opentelemetry-proto
jinja2
grpcio
!=1.56.0
opentelemetry-sdk
>=1.30.0
starlette
>=1.0.1
fastapi
>=0.133.0
pyOpenSSL
py-spy
>=0.2.0
opencensus
pandas
>=2.2.3
pyarrow
>=17.0.0
mmh3
cupy-cuda12x
aiohttp_cors
scipy
py-spy
>=0.4.0
memray
numpy
>=1.20
grpcio
>=1.42.0
pydantic
<3, >=2.5.0
ray-haproxy
<2.9.0, >=2.8.25
lz4
ray-cpp
==2.59.0
grpcio
pyyaml
fsspec
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
