{"categories":[{"label":"Distributed Computing","url":"https://skillfed.io/packages/category/system-distributed-computing"}],"enrichment":{"capability":"Manages Azure Machine Learning Compute resources via the Azure Resource Manager API, providing Python bindings to create, configure, and delete compute clusters and related infrastructure.","skillfed_tags":["azure-sdk","infrastructure-as-code","cloud-compute"],"use_cases":["Automate provisioning of Azure ML compute clusters as part of a CI/CD pipeline or infrastructure-as-code workflow.","Build a multi-tenant ML platform that dynamically allocates compute resources based on workload demand.","Delete and recycle compute clusters programmatically to control Azure spending and resource lifecycle.","Integrate Azure ML cluster management into a custom orchestration or workflow tool written in Python."],"what_it_does":"This package is a Python client library for the Azure Machine Learning Compute Management API, part of Microsoft's Azure SDK for Python. It wraps Azure Resource Manager (ARM) endpoints to let you programmatically provision, configure, and tear down machine learning compute resources\u2014clusters, nodes, and associated infrastructure\u2014directly from Python code.\n\nThe library depends on msrestazure, azure-common, and azure-mgmt-nspkg to handle authentication, HTTP communication, and namespace management. It's designed for developers building automation, infrastructure-as-code tools, or integration layers that need to manage Azure ML compute at scale. The package has been tested against Python 2.7 and 3.4\u20133.6, though it has not received updates since 2018.","worth_installing":"Yes, if you are actively using Azure Machine Learning Compute and need programmatic management of clusters via Python. The package is stable, permissively licensed, and has no known vulnerabilities. However, verify that it aligns with your Azure SDK strategy\u2014Microsoft has released newer, unified SDKs since 2018, so check whether your project should migrate to a more current client library to ensure long-term support."},"id":"azure-mgmt-machinelearningcompute","links":{"html":"https://skillfed.io/packages/azure-mgmt-machinelearningcompute","md":"https://skillfed.io/packages/azure-mgmt-machinelearningcompute.md","pypi":"https://pypi.org/project/azure-mgmt-machinelearningcompute/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2018-05-29","license_spdx":null,"license_treatment":"permissive","name":"azure-mgmt-machinelearningcompute","python_support":"unspecified","summary":"Microsoft Azure Machine Learning Compute Management Client Library for Python"},"popularity":{"monthly_downloads":1647429,"position":3690,"tier":"top_5000"},"security":{"n_vulnerabilities":0},"version":"0.4.1"}