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BorisKorotkov-2570 avatar image
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BorisKorotkov-2570 asked YutongTie-MSFT commented

What is the easiest way to get pipeline failure alerts to email in Azure ML?

Hello Everyone,

What is the easiest way to get pipeline failure alerts to email in Azure ML?
I tired to use Azure Logic Apps to react on the ML events, but fun fact that failed or cancelled ML operations don't trigger any event.

How do you monitor pipeline failures, guys?

Thank you in advance!

azure-machine-learning
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ramr-msft avatar image
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ramr-msft answered YutongTie-MSFT commented

@BorisKorotkov-2570 Thanks, Can you share the code you are executing when you are getting the failure?.
Here is the document to troubleshoot pipeline run failures.


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BorisKorotkov-2570 avatar image BorisKorotkov-2570 ·

Thank you for your response @ramr-msft !

If fact, there is no code to share. There was resource issue. The training dataset grew up 10 times and the cluster node was not able to handle that.
I'm trying to find a way how to stay informed about ML pipeline failure. Similar to old school batch job failure.

I was not able to find a solution that would allow me to set this up.

Thank you for the link! I'll take a look.

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YutongTie-MSFT avatar image YutongTie-MSFT BorisKorotkov-2570 ·

Hello @BorisKorotkov-2570

Does the document help? Please let us know if you need futher help, thanks.

Regards,
Yutong

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