Microsoft Azure Machine Learning Services Management Client Library for Python
Project description
Microsoft Azure SDK for Python
This is the Microsoft Azure Machine Learning Services Management Client Library.
Azure Resource Manager (ARM) is the next generation of management APIs that replace the old Azure Service Management (ASM).
This package has been tested with Python 2.7, 3.5, 3.6 and 3.7.
For the older Azure Service Management (ASM) libraries, see azure-servicemanagement-legacy library.
For a more complete set of Azure libraries, see the azure sdk python release.
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 Services 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
1.0.0 (2020-12-21)
Breaking changes
- Operation MachineLearningComputeOperations.begin_update has a new signature
- Operation PrivateEndpointConnectionsOperations.put has a new signature
- Operation QuotasOperations.update has a new signature
- Operation PrivateEndpointConnectionsOperations.put has a new signature
1.0.0b1 (2020-10-31)
This is beta preview version. For detailed changelog please refer to equivalent stable version 0.1.0 (https://pypi.org/project/azure-mgmt-machinelearningservices/0.1.0/)
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
ormsrestazure.azure_active_directory
instances are no longer supported, use theazure-identity
classes instead: https://pypi.org/project/azure-identity/credentials
parameter has been renamedcredential
-
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 aazure.core.polling.LROPoller
and are prefixed withbegin_
. -
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 usingcls
, 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.
0.1.0 (2019-06-27)
- Initial Release
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