Export metadata file of componenets and its parameters of trained and submitted model in AzureML designer

Question

Hello , I'm new to azureML and I have a question about Azure ML designer , after creating a workflow (drag and drop components , let's say problem of linear regression ) can I export, download a file of the metadata of the workflow that contains the names of components used and its parameters.
if it's possible can automate the process of creating a workflow in azureML designer by using already exsiting metadata file (json, xml , yaml ... ) similar to the one mentioned previously.

if there any other services in azure that's capable of solving this issue please feel free to mention it

thank youu.

Answer 1

@Achraf DRIDI Yes, you can export your designer experiment as a pipeline. The option to export is available from the designer from the top right hand corner. This is basically a cli command that helps you export the experiment in two ways.

1. Shallow
2. Deep

UPDATE
The feature mentioned above is in private preview and not available to all users. Exact ETA not available at this point of time.

If an answer is helpful, please click on or upvote which might help other community members reading this thread.