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{
lib,
stdenv,
buildPythonPackage,
fetchFromGitHub,
pythonOlder,
pythonRelaxDepsHook,
hatchling,
hatch-vcs,
aiohttp,
attrs,
cattrs,
circus,
click,
click-option-group,
cloudpickle,
deepmerge,
fs,
httpx,
httpx-ws,
inflection,
jinja2,
numpy,
nvidia-ml-py,
opentelemetry-api,
opentelemetry-instrumentation,
opentelemetry-instrumentation-aiohttp-client,
opentelemetry-instrumentation-asgi,
opentelemetry-sdk,
opentelemetry-semantic-conventions,
opentelemetry-util-http,
packaging,
pathspec,
pip-requirements-parser,
pip-tools,
prometheus-client,
psutil,
python-dateutil,
python-json-logger,
python-multipart,
pyyaml,
rich,
schema,
simple-di,
starlette,
tomli,
tomli-w,
uvicorn,
watchfiles,
fs-s3fs,
grpcio,
grpcio-health-checking,
opentelemetry-instrumentation-grpc,
protobuf,
grpcio-channelz,
grpcio-reflection,
pillow,
pydantic,
pandas,
pyarrow,
opentelemetry-exporter-otlp-proto-http,
# https://pypi.org/project/opentelemetry-exporter-jaeger-proto-grpc/
# , opentelemetry-exporter-jaeger # support for this exporter ends in july 2023
opentelemetry-exporter-otlp,
# , opentelemetry-exporter-zipkin
tritonclient,
# native check inputs
pytestCheckHook,
pytest-xdist,
google-api-python-client,
scikit-learn,
lxml,
orjson,
pytest-asyncio,
fastapi,
}:
let
version = "1.2.18";
aws = [ fs-s3fs ];
grpc = [
grpcio
grpcio-health-checking
opentelemetry-instrumentation-grpc
protobuf
];
io-image = [ pillow ];
io-pandas = [
pandas
pyarrow
];
grpc-reflection = grpc ++ [ grpcio-reflection ];
grpc-channelz = grpc ++ [ grpcio-channelz ];
monitor-otlp = [ opentelemetry-exporter-otlp-proto-http ];
# tracing-jaeger = [ opentelemetry-exporter-jaeger ];
tracing-otlp = [ opentelemetry-exporter-otlp ];
# tracing-zipkin = [ opentelemetry-exporter-zipkin ];
io = io-image ++ io-pandas;
tracing = tracing-otlp; # ++ tracing-zipkin ++ tracing-jaeger
optional-dependencies = {
all = aws ++ io ++ grpc ++ grpc-reflection ++ grpc-channelz ++ tracing ++ monitor-otlp;
inherit
aws
grpc
io-image
io-pandas
io
grpc-reflection
grpc-channelz
monitor-otlp
tracing-otlp
tracing
;
triton =
[ tritonclient ]
++ lib.optionals stdenv.hostPlatform.isLinux (
tritonclient.optional-dependencies.http ++ tritonclient.optional-dependencies.grpc
);
};
in
buildPythonPackage {
pname = "bentoml";
inherit version;
pyproject = true;
src = fetchFromGitHub {
owner = "bentoml";
repo = "BentoML";
rev = "refs/tags/v${version}";
hash = "sha256-giZteSikwS9YEcVMPCC9h2khbBgvUPRW1biAyixO13Y=";
};
nativeBuildInputs = [ pythonRelaxDepsHook ];
pythonRelaxDeps = [
"cattrs"
"nvidia-ml-py"
"opentelemetry-api"
"opentelemetry-instrumentation-aiohttp-client"
"opentelemetry-instrumentation-asgi"
"opentelemetry-instrumentation"
"opentelemetry-sdk"
"opentelemetry-semantic-conventions"
"opentelemetry-util-http"
];
build-system = [
hatchling
hatch-vcs
];
dependencies = [
aiohttp
attrs
cattrs
circus
click
click-option-group
cloudpickle
deepmerge
fs
httpx
httpx-ws
inflection
jinja2
numpy
nvidia-ml-py
opentelemetry-api
opentelemetry-instrumentation
opentelemetry-instrumentation-aiohttp-client
opentelemetry-instrumentation-asgi
opentelemetry-sdk
opentelemetry-semantic-conventions
opentelemetry-util-http
packaging
pathspec
pip-requirements-parser
pip-tools
prometheus-client
psutil
pydantic
python-dateutil
python-json-logger
python-multipart
pyyaml
rich
schema
simple-di
starlette
tomli-w
uvicorn
watchfiles
] ++ lib.optionals (pythonOlder "3.11") [ tomli ];
inherit optional-dependencies;
pythonImportsCheck = [ "bentoml" ];
preCheck = ''
# required for CI testing
# https://github.com/bentoml/BentoML/pull/4056/commits/66302b502a3f4df4e8e6643d2afefefca974073e
export GITHUB_ACTIONS=1
'';
disabledTestPaths = [
"tests/e2e"
"tests/integration"
];
disabledTests = [
# flaky test
"test_store"
];
nativeCheckInputs = [
fastapi
google-api-python-client
lxml
orjson
pandas
pillow
pytest-asyncio
pytest-xdist
pytestCheckHook
scikit-learn
] ++ optional-dependencies.grpc;
meta = with lib; {
description = "Build Production-Grade AI Applications";
homepage = "https://github.com/bentoml/BentoML";
changelog = "https://github.com/bentoml/BentoML/releases/tag/v${version}";
license = licenses.asl20;
maintainers = with maintainers; [
happysalada
natsukium
];
# AttributeError: 'dict' object has no attribute 'schemas'
# https://github.com/bentoml/BentoML/issues/4290
broken = versionAtLeast cattrs.version "23.2";
};
}
|
