Adding machine learning extension

[achauhan-scc]

---

This checklist is used to make sure that common guidelines for a pull request are followed.

Related command

General Guidelines

• Have you run azdev style <YOUR_EXT> locally? (pip install azdev required)
• Have you run python scripts/ci/test_index.py -q locally? (pip install wheel==0.30.0 required)
• My extension version conforms to the Extension version schema

For new extensions:

• My extension description/summary conforms to the Extension Summary Guidelines.

About Extension Publish

There is a pipeline to automatically build, upload and publish extension wheels.
Once your pull request is merged into main branch, a new pull request will be created to update src/index.json automatically.
You only need to update the version information in file setup.py and historical information in file HISTORY.rst in your PR but do not modify src/index.json.

[azure-client-tools-bot-prd]

Validation for Breaking Change Starting...

Thanks for your contribution!

[azure-client-tools-bot-prd]

Hi @achauhan-scc,
Please write the description of changes which can be perceived by customers into HISTORY.rst.
If you want to release a new extension version, please update the version in setup.py as well.

[yonzhan]

Thank you for your contribution! We will review the pull request and get back to you soon.

[github-actions]

The git hooks are available for azure-cli and azure-cli-extensions repos. They could help you run required checks before creating the PR.

Please sync the latest code with latest dev branch (for azure-cli) or main branch (for azure-cli-extensions).
After that please run the following commands to enable git hooks:

pip install azdev --upgrade
azdev setup -c <your azure-cli repo path> -r <your azure-cli-extensions repo path>

[Copilot]

Pull Request Overview

This pull request introduces the new machine learning extension alongside comprehensive test recordings covering several ML job scenarios. Key changes include:

• New YAML recordings for automl image object detection, automode jobs, job limit scenarios, instance segmentation (both standard and automode), and multilabel image classification.
• A complete set of recorded HTTP interactions that document expected request/response flows for each ML service scenario.

Reviewed Changes

Copilot reviewed 116 out of 1279 changed files in this pull request and generated 1 comment.

Show a summary per file

File	Description
src/machinelearningservices/azext_mlv2/tests/latest/recordings/test_automl_image_object_detection_job.yaml	Adds test recordings for an AutoML image object detection job.
src/machinelearningservices/azext_mlv2/tests/latest/recordings/test_automl_image_object_detection_automode_job.yaml	Introduces test recordings for the automode variant of image object detection.
src/machinelearningservices/azext_mlv2/tests/latest/recordings/test_automl_image_job_limits_outside_sweep.yaml	Provides recordings covering job limits when specified outside of sweep settings.
src/machinelearningservices/azext_mlv2/tests/latest/recordings/test_automl_image_instance_segmentation_job.yaml	Adds recordings for AutoML image instance segmentation jobs.
src/machinelearningservices/azext_mlv2/tests/latest/recordings/test_automl_image_instance_segmentation_automode_job.yaml	Adds automode test recordings for image instance segmentation jobs.
src/machinelearningservices/azext_mlv2/tests/latest/recordings/test_automl_image_classification_multilabel_job.yaml	Provides recordings for AutoML image classification with multilabel objectives.

Comments suppressed due to low confidence (1)

src/machinelearningservices/azext_mlv2/tests/latest/recordings/test_automl_image_object_detection_job.yaml:15

• The API version in the recorded URI is set to a placeholder value ('0000-00-00'). Please confirm that this is intentional for test normalization purposes or update it to the proper API version if required.

    uri: https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/000000000000000/providers/Microsoft.MachineLearningServices/workspaces/000000000000000/datastores/workspaceblobstore?api-version=0000-00-00

[kairu-ms]

/azp run

[azure-pipelines]

Azure Pipelines successfully started running 2 pipeline(s).

[github-actions]

• For more info about extension versioning, please refer to Extension version schema

[wangzelin007]

To maintain consistency with the command name, please update the directory name to ml.
This is important because our development tools, such as azdev extension build/add/* ml, depend on it.

[kairu-ms]

/azp run

[azure-pipelines]

Azure Pipelines successfully started running 2 pipeline(s).

[wangzelin007]

Please add MIT license to each file:

# --------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
#
# Code generated by Microsoft (R) AutoRest Code Generator.
# Changes may cause incorrect behavior and will be lost if the code is
# regenerated.
# --------------------------------------------------------------------------

https://dev.azure.com/azclitools/public/_build/results?buildId=266052&view=logs&j=24167955-3a21-598f-f417-ac72576ccfb5&t=af97d9fb-f324-5ae2-8ce2-72e779a29d37

Please update the recording files to pass the test.
https://dev.azure.com/azclitools/public/_build/results?buildId=266052&view=logs&j=155127ab-52f1-52e7-0e45-625d9d7884a4&t=4bb67950-ef03-52d4-44f5-d1a8cd56c919

[achauhan-scc]

/azp run

[azure-pipelines]

Commenter does not have sufficient privileges for PR 8905 in repo Azure/azure-cli-extensions

[yonzhan]

/azp run

[azure-pipelines]

Azure Pipelines successfully started running 2 pipeline(s).

[wangzelin007]

/azp run

[azure-pipelines]

Azure Pipelines successfully started running 2 pipeline(s).

[wangzelin007]

/azp run

[azure-pipelines]

Azure Pipelines successfully started running 2 pipeline(s).

[achauhan-scc]

wheel is verified using
Azure/azureml-examples#3662

[azclibot]

[Release] Update index.json for extension [ machinelearningservices-2.38.1 ] : https://dev.azure.com/msazure/One/_build/results?buildId=134894370&view=results