33-AzureML-2/pkgs/azure-ai-ml/default.nix

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{
lib,
buildPythonPackage,
fetchPypi,
setuptools,
pydash,
marshmallow,
opencensus,
msrest,
anyio,
azure-common,
azure-mgmt-authorization,
opencensus-ext-azure,
azure-mgmt-core,
typing-extensions,
azure-appconfiguration,
azure-core,
six,
isodate,
azure-keyvault-secrets,
cryptography,
msrestazure,
requests,
psutil,
opentelemetry-api,
azure-eventhub,
aiohttp,
mlflow,
msal,
msal-extensions,
azure-keyvault-certificates,
azure-keyvault-keys,
pyyaml,
jsonschema,
tqdm,
strictyaml,
colorama,
pyjwt,
azure-storage-blob,
azure-storage-file-share,
azure-mgmt-resource,
opentelemetry-sdk,
opentelemetry-instrumentation,
opentelemetry-instrumentation-django,
opentelemetry-instrumentation-fastapi,
opentelemetry-instrumentation-flask,
#opentelemetry-instrumentation-psycopg2,
azure-nspkg,
azure-mgmt-nspkg,
websocket-client,
avro,
uamqp,
yarl,
azure-identity,
openai,
dnspython,
numpy,
jsonpath-ng,
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python311,
}:
buildPythonPackage rec {
pname = "azure_ai_ml";
version = "1.19.0";
format = "wheel";
src = fetchPypi {
inherit pname version format;
sha256 = "sha256-8Dha8G776uH4MRNhPkU0NQjRKI/S8FhXYZ58fU1PUwI=";
dist = "py3";
python = "py3";
};
nativeBuildInputs = [setuptools];
propagatedBuildInputs = [
pydash
marshmallow
opencensus
opencensus-ext-azure
msrest
anyio
azure-common
azure-mgmt-authorization
azure-mgmt-core
typing-extensions
azure-core
six
isodate
azure-appconfiguration
azure-keyvault-secrets
cryptography
msrestazure
requests
psutil
opentelemetry-api
azure-eventhub
aiohttp
mlflow
msal
msal-extensions
azure-keyvault-certificates
azure-keyvault-keys
pyyaml
jsonschema
tqdm
strictyaml
colorama
pyjwt
azure-storage-blob
azure-storage-file-share
azure-mgmt-resource
opentelemetry-sdk
opentelemetry-instrumentation
opentelemetry-instrumentation-django
opentelemetry-instrumentation-fastapi
opentelemetry-instrumentation-flask
#opentelemetry-instrumentation-psycopg2
azure-nspkg
azure-mgmt-nspkg
websocket-client
avro
uamqp
yarl
azure-identity
openai
dnspython
numpy
jsonpath-ng
(python311.pkgs.callPackage ../azure-storage-file-datalake/default.nix {})
(python311.pkgs.callPackage ../opencensus-ext-logging/default.nix {})
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];
doCheck = false; # Package does not contain tests
meta = with lib; {
description = "The azureml-mlflow package contains the integration code of AzureML with MLflow. MLflow (https://mlflow.org/) is an open-source platform for tracking machine learning experiments and managing models. You can use MLflow logging APIs with Azure Machine Learning so that metrics and artifacts are logged to your Azure machine learning workspace.";
homepage = "https://docs.microsoft.com/python/api/overview/azure/ml/?view=azure-ml-py";
license = licenses.mit;
maintainers = with maintainers; [Lillian-Violet];
};
}