{"categories":[{"label":"Distributed Computing","url":"https://skillfed.io/packages/category/system-distributed-computing"}],"enrichment":{"capability":"Manages Azure Batch AI resources (clusters, jobs, experiments, workspaces) via the Azure Resource Manager API; deprecated as of 10-31-2024 in favor of azureml-core.","skillfed_tags":["deprecated","azure-sdk","legacy"],"use_cases":["Programmatically provision and tear down Batch AI clusters for temporary compute jobs in existing Azure infrastructure.","Automate job submission and monitoring for distributed training workloads using the management API.","Query usage limits and resource quotas for Batch AI workspaces in a subscription.","Manage experiment grouping and job scheduling within Azure Batch AI workspaces via Python.","Integrate Batch AI resource lifecycle into CI/CD pipelines or orchestration tools."],"what_it_does":"Azure Batch AI Management is a Python SDK for controlling Batch AI compute resources on Microsoft Azure. It provides client libraries to create and manage clusters, file servers, jobs, experiments, and workspaces through the Azure Resource Manager API. The package wraps Azure's REST endpoints and handles authentication, polling, and error handling.\n\nThis package is deprecated and will receive no updates after 10-31-2024 except security patches. It was designed for distributed machine learning workloads on Azure infrastructure but has been superseded by azureml-core. Existing code using this library will continue to function if credentials and subscription IDs are properly configured, but new projects should adopt the replacement package and follow the published migration guide.","worth_installing":"No, unless maintaining legacy code. The package is officially deprecated as of 10-31-2024 and will receive no feature updates or non-security bug fixes. New projects should install azureml-core instead. Existing deployments can continue to function but should plan migration to avoid future support gaps."},"id":"azure-mgmt-batchai","links":{"html":"https://skillfed.io/packages/azure-mgmt-batchai","md":"https://skillfed.io/packages/azure-mgmt-batchai.md","pypi":"https://pypi.org/project/azure-mgmt-batchai/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2024-10-31","license_spdx":null,"license_treatment":"permissive","name":"azure-mgmt-batchai","python_support":"supports_current","summary":"Microsoft Azure Batch AI Management Client Library for Python"},"popularity":{"monthly_downloads":6741171,"position":1860,"tier":"top_5000"},"security":{"n_vulnerabilities":0},"version":"7.0.0"}