azure-data-factoryapache-synapse

Disable activity within pipeline in Azure Synapse/Data Factory


Pipeline in question

We are building a Data Warehouse on Synapse using ETL. We need a way to stop and start activities automatically in case of issues or during deployments, as the current manual disable/enable option is impractical for production.

Is there an alternative method to automate this?

Would a PowerShell command be available to enable/disable activities?

We also considered using an If condition with a control table to check each activity, but this seems too complex.


Solution

  • Is there an alternative method to automate this? Would a PowerShell command be available to enable/disable activities?

    Agreed with @Joel Cochran and AFAIK, there is no other Dynamic or automated way like PowerShell command to enable/disable activities within the Azure data factory Pipeline. You need to do it manually only from the Azure Data Factory Portal.

    So, the possible solution is with the help of metadata driven table which help to decide if the particular activity should be enabled or disabled with help of lookup activity and If Activity of azure data factory

    ActivityName IsEnabled
    Activity1 1
    Activity2 0
    SELECT IsEnabled FROM ActivityControl WHERE ActivityName = 'Activity1';
    
    @equals(activity('LookupActivity').output.firstRow.IsEnabled, 1)
    

    Repeat this process for each activity to automatically enabled or disabled.