146 lines
2.5 KiB
Nix
146 lines
2.5 KiB
Nix
{
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lib,
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buildPythonPackage,
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pythonOlder,
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fetchFromGitHub,
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# build-system
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deprecation,
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poetry-core,
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# dependencies
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async-timeout,
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asgi-logger,
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cloudevents,
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fastapi,
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grpcio,
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httpx,
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azure-identity,
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kubernetes,
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numpy,
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orjson,
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pandas,
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prometheus-client,
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protobuf,
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requests,
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psutil,
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azure-storage-blob,
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azure-storage-file-share,
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boto3,
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google-cloud-storage,
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pydantic,
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python-dateutil,
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pyyaml,
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ray,
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six,
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tabulate,
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timing-asgi,
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uvicorn,
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# checks
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avro,
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grpcio-testing,
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pytest-asyncio,
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pytestCheckHook,
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tomlkit,
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}:
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buildPythonPackage rec {
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pname = "kserve";
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version = "0.13.1";
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pyproject = true;
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disabled = pythonOlder "3.8";
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src = fetchFromGitHub {
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owner = "kserve";
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repo = "kserve";
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rev = "refs/tags/v${version}";
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hash = "sha256-wGS001PK+k21oCOaQCiAtytTDjfe0aiTVJ9spyOucYA=";
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};
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sourceRoot = "${src.name}/python/kserve";
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pythonRelaxDeps = [
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"fastapi"
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"httpx"
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"prometheus-client"
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"protobuf"
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"ray"
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"uvicorn"
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"psutil"
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];
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build-system = [
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deprecation
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poetry-core
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];
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dependencies = [
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async-timeout
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cloudevents
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fastapi
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grpcio
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httpx
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kubernetes
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numpy
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orjson
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pandas
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prometheus-client
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protobuf
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psutil
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pydantic
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python-dateutil
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pyyaml
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ray
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six
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tabulate
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timing-asgi
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uvicorn
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] ++ ray.optional-dependencies.serve-deps;
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optional-dependencies = {
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storage = [
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azure-identity
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azure-storage-blob
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azure-storage-file-share
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boto3
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google-cloud-storage
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requests
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];
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logging = [ asgi-logger ];
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ray = [ ray ];
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};
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nativeCheckInputs = [
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avro
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grpcio-testing
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pytest-asyncio
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pytestCheckHook
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tomlkit
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] ++ lib.flatten (builtins.attrValues optional-dependencies);
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pythonImportsCheck = [ "kserve" ];
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disabledTestPaths = [
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# Looks for a config file at the root of the repository
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"test/test_inference_service_client.py"
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];
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disabledTests = [
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# Require network access
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"test_health_handler"
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"test_infer"
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"test_infer_v2"
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# Assertion error due to HTTP response code
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"test_unload"
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];
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meta = {
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description = "Standardized Serverless ML Inference Platform on Kubernetes";
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homepage = "https://github.com/kserve/kserve/tree/master/python/kserve";
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changelog = "https://github.com/kserve/kserve/releases/tag/v${version}";
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license = lib.licenses.asl20;
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maintainers = with lib.maintainers; [ GaetanLepage ];
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};
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}
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