Process a Tabular model from a Stored Procedure

The Challenge

Recently, at a client, I was challenged to create a stored procedure that would process a tabular model. This stored procedure would then be executed from a web application. The process behind it being: a user enters data into a web application, which gets written to a database. That data then needs to be immediately surfaced up into reports, with additional calculations and measures along the way. Therefore the tabular model, which does all the additional calculation and measures, needs to be processed by a user from the web application.


That’s the challenge – process a tabular model quickly, but should be processed by users on-demand.

The Solution

Part one: Method of process

There’s quite a few methods to process a tabular model: use an SSIS package, PowerShell, SQL Agent Job and others. I opted for SQL Agent Job because it was the most simple method of execution without having to reconfigure the server or introduce technologies and languages that weren’t already in use.

First things first, create a SQL Agent Job, I called mine ProcessTabular. Then create a Step. The Type should be SQL Server Analysis Services Command, input the server address and input the refresh script. I’m using SQL Server 2016, so using Tabular Model Scripting Language (TMSL) for my command. XMLA commands also work for older versions. A full list of commands for processing a tabular database can be found here.


Part two: Start the Agent Job

Now that we have a SQL Agent job, we’ll need to start that job using SQL. Luckily, there’s a system stored procedure that can start agent jobs: msdb.dbo.sp_start_job

Method for calling it is


EXEC msdb.dbo.sp_start_job 'ProcessTabular'

producing the following successful message


Part three: The Stored Procedure

sp_start_job works, but it doesn’t accommodate for providing a completion message, or informing a user that a process is in progress.

Introducing the code for the stored procedure:


CREATE PROCEDURE [dbo].[ProcessTabularDatabase]
DECLARE @JobName nvarchar(50) = 'ProcessTabular',
@ResultCheck INT
         SELECT 1 
         FROM msdb.dbo.sysjobs_view job  
         JOIN msdb.dbo.sysjobactivity activity ON job.job_id = activity.job_id 
             activity.run_Requested_date IS NOT NULL  
         AND activity.stop_execution_date IS NULL  
         AND = @JobName 
     PRINT 'Starting job ''' + @JobName + ''''; 
     EXEC msdb.dbo.sp_start_job @JobName; 
  WHILE (1 = 1)
   SELECT @ResultCheck =  IIF(stop_execution_date IS NULL,1,0) 
      FROM msdb.dbo.sysjobactivity AS sja
      JOIN msdb.dbo.sysjobs AS sj ON sja.job_id = sj.job_id
      WHERE = @JobName 
   IF @ResultCheck = 0 BREAK;
  PRINT 'Successfully Processed Tabular Database'
     PRINT 'Job ''' + @JobName + ''' is already started '; 



This stored procedure can be executed by the web application, enabling users to process a tabular database on-demand and get feedback as to the success of the task.