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azureml-dataset-runtime

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library1.62.0pypypiunverified

azureml-dataset-runtime is an internal Python package within the Azure Machine Learning SDK ecosystem, primarily designed to coordinate dependencies among other AzureML packages. It is not intended for direct use by end-users. As of version 1.62.0, released in February 2026, it maintains an active release cadence, reflecting ongoing development in the broader AzureML SDK.

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Install & Compatibility
Where this runs

No compatibility data collected yet for this library.

Code
Verified usage

Given that `azureml-dataset-runtime` is an internal package not meant for direct interaction, there is no typical 'quickstart' code for its use. Instead, it is installed as a dependency by other Azure Machine Learning SDK packages. The example demonstrates how it might appear in a `conda` environment configuration, highlighting the common practice of pinning `numpy` versions to avoid dependency conflicts with `azureml-dataset-runtime` and other SDK components.

# This package is internal and not intended for direct use. # Users typically install it as a dependency for other AzureML SDK components. # Here's an example of a conda environment file where it might appear as a dependency: # name: my-azureml-env # channels: # - conda-forge # - defaults # dependencies: # - python=3.11 # Note: Python 3.12+ might have numpy compatibility issues # - pip # - pip: # - azureml-core==1.58.0 # - azureml-dataset-runtime # Pulled in by azureml-core or other components # - numpy==1.23.5 # Pinning numpy is often necessary to avoid conflicts # - pandas # - scikit-learn
Debug
Known footguns
breakingAzure Machine Learning SDK v1, which includes `azureml-dataset-runtime`, is deprecated as of March 31, 2025, with support ending on June 30, 2026. Users are strongly advised to migrate to Azure Machine Learning SDK v2 to avoid potential security risks or breaking changes after this date.
gotchaThis package is explicitly internal and not intended for direct public use. Attempting to import or use components directly from `azureml-dataset-runtime` is unsupported and highly discouraged, as its internal APIs are subject to change without notice.
gotchaThe `azureml-dataset-runtime` package, and by extension other `azureml` SDK components, often have strict compatibility requirements for `numpy` versions (e.g., `!=1.19.3,<1.24`). This can lead to dependency resolution issues with newer Python versions (like 3.12) or other data science libraries that require a different `numpy` version.
gotchaCompatibility with newer Python versions (e.g., 3.12+) can be challenging due to upstream dependencies like `numpy` required by `azureml-dataset-runtime`. While some AzureML SDK v1 components support Python 3.8+, the practical upper limit for fully compatible environments often lies around Python 3.11 due to these constraints.
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Version history

Breaking-change detection hasn't run for this library yet.

Audit
Security & dependencies

CVE tracking and dependency tree are planned for a later release.

Agent activity
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Resources
packagehttps://pypi.org/project/azureml-dataset-runtime/ ↗
homepagehttps://docs.microsoft.com/python/api/overview/azure/ml/?view=azure-ml-py ↗