Publishing AML Pipelines with SDK v2

Maciej Stefaniak 56 Reputation points
2022-10-03T13:07:33.843+00:00

Hi,

is it possible (or will be in the future) using Python SDK v2 to create pipeline endpoint (or endpoint + deployment)?
Im looking for a way to submit a job for a created pipeline with a REST request.

For SDK v1 pipeline i was able to acquire satisfying result using Pipeline.publish method.

Thanks for any advice!

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
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  1. YutongTie-MSFT 46,996 Reputation points
    2022-10-04T05:27:42.76+00:00

    Hello @Maciej Stefaniak

    Thanks for using Microsoft Q&A platform. For how to publish pipeline, I don't find anything currently. But for deploy endpoint, please check on this sample repo for SDK v2, there are several samples for you to refer about how to deploy endpoint - https://github.com/Azure/azureml-examples/tree/v2samplesreorg/sdk/python

    Also, there is an example about using Azure Machine Learning (Azure ML) to create a production ready machine learning (ML) project, using AzureML Python SDK v2 (preview). - https://learn.microsoft.com/en-us/azure/machine-learning/tutorial-pipeline-python-sdk

    I hope this helps, please let me know if you need more information or have any questiion regarding to above examples.

    Regards,
    Yutong

    -Please kindly accept the answer if you feel helpful to support the community, thanks a lot.


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