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{
lib,
stdenv,
buildPythonPackage,
pythonOlder,
pythonAtLeast,
python,
fetchPypi,
autoPatchelfHook,
# dependencies
aiosignal,
click,
filelock,
frozenlist,
jsonschema,
msgpack,
packaging,
protobuf,
pyyaml,
requests,
watchfiles,
# optional-dependencies
# cgraph
cupy,
# client
grpcio,
# data
fsspec,
numpy,
pandas,
pyarrow,
# default
aiohttp,
aiohttp-cors,
colorful,
opencensus,
prometheus-client,
pydantic,
py-spy,
smart-open,
virtualenv,
# observability
memray,
opentelemetry-api,
opentelemetry-sdk,
opentelemetry-exporter-otlp,
# rllib
dm-tree,
gymnasium,
lz4,
# ormsgpack,
scipy,
typer,
rich,
# serve
fastapi,
starlette,
uvicorn,
# serve-grpc
pyopenssl,
# tune
tensorboardx,
}:
let
pname = "ray";
version = "2.44.0";
in
buildPythonPackage rec {
inherit pname version;
format = "wheel";
disabled = pythonOlder "3.9" || pythonAtLeast "3.13";
src =
let
pyShortVersion = "cp${builtins.replaceStrings [ "." ] [ "" ] python.pythonVersion}";
platforms = {
aarch64-darwin = "macosx_11_0_arm64";
aarch64-linux = "manylinux2014_aarch64";
x86_64-darwin = "macosx_10_15_x86_64";
x86_64-linux = "manylinux2014_x86_64";
};
# ./pkgs/development/python-modules/ray/prefetch.sh
# Results are in ./ray-hashes.nix
hashes = {
x86_64-linux = {
cp39 = "sha256-Ucy9W/gEXWnx+NL4WpL2aoKBjz2S1wx3xmJ1eYHDDZ8=";
cp310 = "sha256-tP29SytbReQT3Bahmkq/UADTbDxYVJCNykaXMj/11+E=";
cp311 = "sha256-hk8KabPNfKTrcEP3953JzotxosmC7ux/EX9I8oRrcTw=";
cp312 = "sha256-DWWsUjgB5Ao5e79VL0BoZ7uUad0mEEbKY83C7DEQ24c=";
};
aarch64-linux = {
cp39 = "sha256-Lxj0j8N95kAxXZNgECbfqiPwr0y6jwd9sT8dd+mR2a8=";
cp310 = "sha256-qZ+7mtLBryIYcNhrio49WcGKVROt3p1wiKSiddxZ2n8=";
cp311 = "sha256-wzcjfnqKHYcC3PZ+CpjqjNTsA1fSiL8IFviZDCWNi8M=";
cp312 = "sha256-KpEeaZ5IOsSHkRC2CLBrNeYCGRwOe5cybKSXxcqv5qg=";
};
x86_64-darwin = {
cp39 = "sha256-4373wSlDArrp2SFoCi2jR5iMHh4qmCo+coktEa4A4j4=";
cp310 = "sha256-YyeQwyfmkxp6jMrd6P06+utzrTgvh99N1HpSyov+BRw=";
cp311 = "sha256-++SDLLLvz8BJPqR0K0gosesNq8/t+H9kvmvh0M6HTGk=";
cp312 = "sha256-U9x16itP2GnqSmzKneXgKqJPLw0Y4KCLinZasr5l3Rw=";
};
aarch64-darwin = {
cp39 = "sha256-Ef62eG+CAQRke2aiklRVNsA36Cl/FP4BI0t7JN2PJzk=";
cp310 = "sha256-XfvyazCuw35dRCXGYBReVSApmohVMkaG4vF/yGAb9Mg=";
cp311 = "sha256-Uzcifcn4CEKAwpRWmIokTKm0zg+8c4XXMHASD0fkaXk=";
cp312 = "sha256-OY6b4ZPJf3NK8Bnw76zh9FyUGVuW7MSmR61gdlDfVyw=";
};
};
in
fetchPypi {
inherit pname version format;
dist = pyShortVersion;
python = pyShortVersion;
abi = pyShortVersion;
platform = platforms.${stdenv.hostPlatform.system} or { };
sha256 = hashes.${stdenv.hostPlatform.system}.${pyShortVersion} or { };
};
nativeBuildInputs = lib.optionals stdenv.hostPlatform.isLinux [
autoPatchelfHook
];
dependencies = [
click
aiosignal
filelock
frozenlist
jsonschema
msgpack
packaging
protobuf
pyyaml
requests
watchfiles
];
optional-dependencies = lib.fix (self: {
adag = self.cgraph;
air = lib.unique (self.data ++ self.serve ++ self.tune ++ self.train);
all = lib.unique (
self.adag
++ self.air
++ self.cgraph
++ self.client
++ self.data
++ self.default
++ self.observability
++ self.rllib
++ self.serve
++ self.train
++ self.tune
);
cgraph = [
cupy
];
client = [ grpcio ];
data = [
fsspec
numpy
pandas
pyarrow
];
default = [
aiohttp
aiohttp-cors
colorful
grpcio
opencensus
prometheus-client
pydantic
py-spy
requests
smart-open
virtualenv
];
observability = [
memray
opentelemetry-api
opentelemetry-sdk
opentelemetry-exporter-otlp
];
rllib = [
dm-tree
gymnasium
lz4
# ormsgpack
pyyaml
scipy
typer
rich
];
serve = lib.unique (
[
fastapi
requests
starlette
uvicorn
watchfiles
]
++ self.default
);
serve-grpc = lib.unique (
[
grpcio
pyopenssl
]
++ self.serve
);
train = self.tune;
tune = [
fsspec
pandas
pyarrow
requests
tensorboardx
];
});
postInstall = ''
chmod +x $out/${python.sitePackages}/ray/core/src/ray/{gcs/gcs_server,raylet/raylet}
'';
pythonImportsCheck = [ "ray" ];
meta = {
description = "Unified framework for scaling AI and Python applications";
homepage = "https://github.com/ray-project/ray";
changelog = "https://github.com/ray-project/ray/releases/tag/ray-${version}";
license = lib.licenses.asl20;
maintainers = with lib.maintainers; [ billhuang ];
sourceProvenance = with lib.sourceTypes; [ binaryNativeCode ];
platforms = [
"aarch64-darwin"
"aarch64-linux"
"x86_64-darwin"
"x86_64-linux"
];
};
}
|