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{ lib
, buildPythonPackage
, fetchFromGitHub
, hatchling
, hatch-vcs
, aiohttp
, attrs
, cattrs
, circus
, click
, click-option-group
, cloudpickle
, deepmerge
, fs
, httpx
, inflection
, jinja2
, numpy
, 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
, nvidia-ml-py
, python-dateutil
, python-json-logger
, python-multipart
, pyyaml
, requests
, rich
, schema
, simple-di
, starlette
, uvicorn
, watchfiles
, fs-s3fs
, grpcio
, grpcio-health-checking
, opentelemetry-instrumentation-grpc
, protobuf
, grpcio-channelz
, grpcio-reflection
, filetype
, 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
, scikit-learn
, lxml
, orjson
, pytest-asyncio
, fastapi
}:
let
version = "1.2.5";
aws = [ fs-s3fs ];
grpc = [
grpcio
grpcio-health-checking
opentelemetry-instrumentation-grpc
protobuf
];
io-file = [ filetype ];
io-image = io-file ++ [ pillow ];
io-json = [ pydantic ];
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-json ++ io-image ++ io-pandas ++ io-file;
tracing = tracing-otlp; # ++ tracing-zipkin ++ tracing-jaeger
optional-dependencies = {
all = aws ++ io ++ grpc ++ grpc-reflection ++ grpc-channelz ++ tracing ++ monitor-otlp;
inherit aws grpc io-file io-image io-json io-pandas io grpc-reflection
grpc-channelz monitor-otlp tracing-otlp tracing;
triton = [ tritonclient ] ++ tritonclient.optional-dependencies.http ++ tritonclient.optional-dependencies.grpc;
};
in
buildPythonPackage {
pname = "bentoml";
inherit version;
format = "pyproject";
src = fetchFromGitHub {
owner = "bentoml";
repo = "BentoML";
rev = "refs/tags/v${version}";
hash = "sha256-GBKxyjCs02mxYiMK4GhgFUATRCUSVf8mFbWjuPVD7SU=";
};
# https://github.com/bentoml/BentoML/pull/4227 should fix this test
postPatch = ''
substituteInPlace tests/unit/_internal/utils/test_analytics.py \
--replace "requests" "httpx"
'';
pythonRelaxDeps = [
"opentelemetry-semantic-conventions"
];
nativeBuildInputs = [
hatchling
hatch-vcs
];
propagatedBuildInputs = [
aiohttp
attrs
cattrs
circus
click
click-option-group
cloudpickle
deepmerge
fs
httpx
inflection
jinja2
numpy
opentelemetry-api
opentelemetry-instrumentation
opentelemetry-instrumentation-aiohttp-client
opentelemetry-instrumentation-asgi
opentelemetry-sdk
opentelemetry-semantic-conventions
opentelemetry-util-http
packaging
pathspec
pip-requirements-parser
pip-tools
prometheus-client
psutil
nvidia-ml-py
python-dateutil
python-json-logger
python-multipart
pyyaml
requests
rich
schema
simple-di
starlette
uvicorn
watchfiles
];
passthru.optional-dependencies = optional-dependencies;
pythonImportsCheck = [ "bentoml" ];
preCheck = ''
# required for CI testing
# https://github.com/bentoml/BentoML/pull/4056/commits/66302b502a3f4df4e8e6643d2afefefca974073e
export GITHUB_ACTIONS=1
'';
disabledTestPaths = [
"tests/e2e"
"tests/integration"
];
disabledTests = [
# flaky test
"test_store"
];
nativeCheckInputs = [
pytestCheckHook
pandas
pydantic
scikit-learn
lxml
orjson
pytest-asyncio
pillow
fastapi
starlette
] ++ optional-dependencies.grpc;
meta = with lib; {
description = "Build Production-Grade AI Applications";
homepage = "https://github.com/bentoml/BentoML";
changelog = "https://github.com/bentoml/BentoML/releases/tag/v${version}";
license = licenses.asl20;
maintainers = with maintainers; [ happysalada natsukium ];
# https://github.com/bentoml/BentoML/issues/3885
broken = versionAtLeast pydantic.version "2";
};
}
|