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VishalSuryavanshi-3563 avatar image
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VishalSuryavanshi-3563 asked MohamedElHamrouni-4343 edited

How to update azure ml webservice

I am trying to update azure ml webservice which already deployed with new scoring file . Can you please help me in this , i follow your instruction from https://docs.microsoft.com/en-us/azure/machine-learning/how-to-deploy-update-web-service but i am getting error as AttributeError: 'NoneType' object has no attribute 'lower' (https://stackoverflow.com/questions/63763564/how-to-update-scoring-py-file-in-deployed-azure-ml-web-services-without-changing/64095971#64095971 ) and i am not able to solve it , can you please help me .?

azure-machine-learning
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GiftA-MSFT avatar image
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GiftA-MSFT answered

Hi, thanks for reaching out. Based on the error message, it is possible that you are calling .lower() on an object that is not a string or the data has a none value. You may want to review/clean your dataset. Hope this helps.

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EdLockhart-6715 answered

When I get this error it means that a string hasn't been found. In my case it was that that something didn't exist (a string is expected) and therefore None was returned which causes the error. I was looking up a registered model on Azure that didn't exist due to a name change, and this caused a similar error for me. Double check the error logs and trace back and see where things go wrong, maybe you are searching for something that doesn't exist.

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MohamedElHamrouni-4343 avatar image
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MohamedElHamrouni-4343 answered MohamedElHamrouni-4343 edited

Hello,

I have modified a few steps in my training experiment (new data set, add "Principal Components Analysis" module ...). But now I want to update my predictive experiment (webservice) but I cannot. The button for that does not appear, only "deploy webservice" button but it does not do anything..
Can anyone help me in this please?

Regards,

Mohamed.

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