{"categories":[{"label":"Artificial Intelligence","url":"https://skillfed.io/packages/category/scientific-engineering-artificial-intelligence/9"}],"enrichment":{"capability":"Authoring, managing, and submitting Azure Machine Learning components and pipelines through a Python SDK.","skillfed_tags":["azure-ml","abandoned","legacy"],"use_cases":["Define reusable ML components (data prep, training, evaluation) and compose them into multi-step pipelines","Register and version components in Azure ML for team collaboration and reproducibility","Automate end-to-end ML workflows by submitting component-based pipelines to Azure ML compute","Migrate legacy Azure ML component definitions from older SDK versions into a standardized format"],"what_it_does":"Azure-ml-component is a Python SDK for defining, registering, and orchestrating reusable components within Azure Machine Learning pipelines. It abstracts the authoring of ML workflows into composable, versioned components that can be shared and reused across projects. The package depends on azureml-core, azureml-telemetry, and a set of utility libraries (psutil, tqdm, pydash, ruamel.yaml, omegaconf, jinja2, bytecode, azure-core) to handle configuration, templating, and Azure service communication.\n\nThe package targets data scientists and ML engineers building production workflows on Azure. However, it has been abandoned for over three years (last release 2023-05-12), meaning no active maintenance, bug fixes, or compatibility updates are available. It supports Python 3.6 through 3.10, but future Python versions and Azure service changes are not guaranteed to be compatible.","worth_installing":"No, unless you are maintaining legacy Azure ML pipelines already built with this package. The package is abandoned (no updates in 1190 days) and unlikely to work reliably with current Azure ML service versions. For new projects, use the current Azure ML Python SDK instead of this outdated component framework."},"id":"azure-ml-component","links":{"html":"https://skillfed.io/packages/azure-ml-component","md":"https://skillfed.io/packages/azure-ml-component.md","pypi":"https://pypi.org/project/azure-ml-component/"},"maintenance":{"status":"abandoned"},"meta":{"latest_release":"2023-05-12","license_spdx":null,"license_treatment":"unclear","name":"azure-ml-component","python_support":"supports_current","summary":"Azure Machine Learning Component SDK"},"popularity":{"monthly_downloads":127162,"position":11752,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"0.9.18.post2"}