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Export Dataverse Data into Azure SQL using Synapse Pipeline

Posted on by 7

I'm working on to set up Azure Synapse pipline template DataverseToSQL. I am following the Microsoft documentation:  https://docs.microsoft.com/en-us/power-apps/maker/data-platform/azure-synapse-link-pipelines and there's seems to be an issue with step 4 on Blob path ends with: /model.json . I'm getting 0 files matched in my blob. Instead of Blob path ends with, i have added model.json in blob path begins with and it showed model.json in below window. Issue with Blob path ends with.

pastedimage1667405367410v1.png

Is this supposed to be like this ?

Issue 2 :  Observed pipeline is triggered every one hour and each individual pipeline is running more than 15 hrs. I'm thinking the above pipeline loads entire data instead of incremental data. Is there any setting in the pipeline to take only incremental/delta changes to process. 

We have more than 10 million records in one entity. 

pastedimage1667405672300v2.png

Can you please help me to resolve above two issues.

  • Anisur Profile Picture
    Anisur 17 on at
    RE: Export Dataverse Data into Azure SQL using Synapse Pipeline

    HI  Anvesh Ananthula

    Blob path ends with : /model.json  (Should be)

    Blob path ends with : \model.json  (Should  not be)

  • Bryan Tuttle Profile Picture
    Bryan Tuttle 20 on at
    RE: Export Dataverse Data into Azure SQL using Synapse Pipeline

    Hi Anvesh,

    I too am attempting to get this to work but stuck on the Trigger failing. However I am able to get this to work if I hard code both the Container and the File info. You could test the same way I am which is to try is to test the hardcoded values for the container and the file in place of the two parameters in the trigger run parameters.  In the document it is not clear what\which Model.Json should be used. The model.json file at the root container or the file within the incremental folder...

    So check the container if you are only seeing a single folder then you have not setup the incremental option (which is quite the hack, you need to change the URL with a Query String Param when setting up/using the Azure Data Link (its right at the list of Tables you wish to Sync to data link). So if you missed the ADVANCED drop down you will end up with a different folder structure than the article expects.

    Also check that you have Published everything. 

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