Microsoft Azure SDK for Python

This is the Microsoft Azure Machine Learning Compute Management Client Library. This package has been tested with Python 3.7+. For a more complete view of Azure libraries, see the azure sdk python release.

Disclaimer

Azure SDK Python packages support for Python 2.7 has ended 01 January 2022. For more information and questions, please refer to https://github.com/Azure/azure-sdk-for-python/issues/20691

Usage

To learn how to use this package, see the quickstart guide

For docs and references, see Python SDK References Code samples for this package can be found at Machine Learning Compute Management on docs.microsoft.com. Additional code samples for different Azure services are available at Samples Repo

Provide Feedback

If you encounter any bugs or have suggestions, please file an issue in the Issues section of the project.

Release History

1.0.0b2 (2022-11-01)

Other Changes

• Added generated samples in github repo
• Drop support for python<3.7.0

1.0.0b1 (2021-05-13)

This is beta preview version.

This version uses a next-generation code generator that introduces important breaking changes, but also important new features (like unified authentication and async programming).

General breaking changes

• Credential system has been completly revamped:

  • azure.common.credentials or msrestazure.azure_active_directory instances are no longer supported, use the azure-identity classes instead: https://pypi-hypernode.com/project/azure-identity/
  • credentials parameter has been renamed credential

• The config attribute no longer exists on a client, configuration should be passed as kwarg. Example: MyClient(credential, subscription_id, enable_logging=True). For a complete set of supported options, see the parameters accept in init documentation of azure-core

• You can't import a version module anymore, use __version__ instead

• Operations that used to return a msrest.polling.LROPoller now returns a azure.core.polling.LROPoller and are prefixed with begin_.

• Exceptions tree have been simplified and most exceptions are now azure.core.exceptions.HttpResponseError (CloudError has been removed).

• Most of the operation kwarg have changed. Some of the most noticeable:

  • raw has been removed. Equivalent feature can be found using cls, a callback that will give access to internal HTTP response for advanced user
  • For a complete set of supported options, see the parameters accept in Request documentation of azure-core

General new features

• Type annotations support using typing. SDKs are mypy ready.
• This client has now stable and official support for async. Check the aio namespace of your package to find the async client.
• This client now support natively tracing library like OpenCensus or OpenTelemetry. See this tracing quickstart for an overview.

0.4.1 (2018-05-29)

Bugfixes

• Compatibility of the sdist with wheel 0.31.0
• msrestazure dependency version range

0.4.0 (2018-01-02)

Features

• Delete all resources associated with cluster with the optional deleteAll paramater.

0.3.0 (2017-10-25)

Features

• ACS orchestrator properties property is now optional.

0.2.0 (2017-10-17)

Features

• Kubernetes orchestrator service principal property is now optional.

0.1.0 (2017-09-22)

Features

• Initial private preview release.