SDK features mapping

Question

Hey experts, I am looking for a document of how features in SDK V1 mapping to SDK v2 to show my team and plan how we should move to SDK v2. I cannot find a summary for that. Can you please help with this

Answer 1

Hello @otto atler

Thanks for reaching out to us again, please see below list:

For workspace -

V1 Method/API in SDK v1 (use links to ref docs)

V2 Method/API in SDK v2 (use links to ref docs)

For compute -

V1 Method/API in SDK v1 (use links to ref docs)

V2 Method/API in SDK v2 (use links to ref docs)

For datastore -

V1 azureml_blob_datastore

V2 azureml_blob_datastore

V1 azureml_data_lake_gen1_datastore

V2 azureml_data_lake_gen1_datastore

V1 azureml_data_lake_gen2_datastore

V2 azureml_data_lake_gen2_datastore

V1 azuremlml_sql_database_datastore

V2 Will be supported via import & export functionalities|

V1 azuremlml_my_sql_datastore

V2 Will be supported via import & export functionalities|

V1 azuremlml_postgre_sql_datastore

V2 Will be supported via import & export functionalities|

For data assets -

V1 Method/API in SDK v1

V2 Method/API in SDK v2

For model assets -

V1 Model.register

V2 ml_client.models.create_or_update

V1 run.register_model

V2 ml_client.models.create_or_update

V1 Model.deploy

V2 ml_client.begin_create_or_update(blue_deployment)

I hope this helps, please let me know if you have any questions.

Regards,

Yutong

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