requirements.txt

# These are mirrored in setup.py as install_requires,
# which is what the users of the ray package will install. The rest of this file
# sets up all the packages necessary for a /developer/ of Ray.
#
# In short, if you change it here, PLEASE also change it in setup.py.

# You can obtain this list from the ray.egg-info/requires.txt

## setup.py install_requires
click>=7.0
cupy-cuda12x; sys_platform != 'darwin'
filelock
jsonschema
msgpack<2.0.0,>=1.0.0
packaging
protobuf>=3.20.3
pyyaml
requests
watchfiles

# Python version-specific requirements
grpcio >= 1.32.0; python_version < '3.10'
grpcio >= 1.42.0; python_version >= '3.10'
# Version used in mac CI; needs upgrade.
grpcio == 1.54.2; sys_platform == "darwin"

numpy>=1.20

pyarrow >= 9.0.0

# ray[all]
smart_open
lz4
numpy>=1.20
aiorwlock
scipy
colorful
rich
opentelemetry-sdk>=1.30.0
opentelemetry-api
opentelemetry-exporter-prometheus
opentelemetry-proto
fastapi
gymnasium==1.1.1
virtualenv!=20.21.1,>=20.0.24
opencensus
aiohttp_cors
dm_tree
uvicorn
scikit-image>=0.21.0
prometheus_client>=0.7.1
pandas
tensorboardX
aiohttp>=3.7
starlette
typer
fsspec
pandas>=1.3
pydantic!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,<3  # Serve users can use pydantic<2
py-spy>=0.2.0; python_version < '3.12'
py-spy>=0.4.0; python_version >= '3.12'
memray; sys_platform != "win32" # memray is not supported on Windows
pyOpenSSL
celery