Data refresh from AAS

Hey,

first I assume that "AAS" means Azure Analysis Services, and you are talking about this SaaS:https:

//azure.microsoft.com/en-us/services/analysis-services/

Unfortunately he information you provided is a little vague (at least to me):

"... model deployed to AAS"

I guess that you used either the web designer and imported a PBI Desktop file or used SQL Server Data Tools to deploy your tabular model to an instance of Analysis Services on Azure.

and the question you ask refers to the large area of deployment and "productionizing":

"... refresh the data from ..."

So, please excuse my answer to your question that starts with:

Unfortunately not and it depends ...

Unfortunately you can't issue a command from AAS that refreshes the data model, by this I mean from the Azure portal.x

Maybe the most obvious answer

• Refresh the AAS data model using SSMS
  This is a manual approach and should be avoided
• Using the AAS Rest API
  Here you will find some guidance:
  https://docs.microsoft.com/en-ca/azure/analysis-services/analysis-services-async-refresh
  
• Using TMSL (Tabular Model Scritpting Language) command
  Here you will find some guidance:
  https://docs.microsoft.com/en-us/sql/analysis-services/tabular-models-scripting-language-commands/tmsl-reference-commands?view=sql-analysis-services-2017

I guess this is not the answer you were looking for, please provide some more details to your requirements.

Regards

Tom