Microsoft Fabric Data Engineer Associate DP-700 Practice Question

A data engineer notices that a Fabric Dataflow Gen2 refresh fails with the following message: "DataFormat.Error: We couldn't convert to Number. Details: Value="N/A" Type=Text". The column that triggers the error is expected to be Decimal, but some new source files occasionally contain the string "N/A" in that field. You must modify the dataflow so that future refreshes succeed even when the issue recurs. What should you do?

  • Reduce the dataflow's parallelism level in the Refresh settings to prevent concurrency issues during ingestion.

  • Enable the Allow schema drift option for the dataflow so that unexpected values are ignored during refresh.

  • Increase the dataflow refresh timeout value in the workspace settings to give the query more time to finish.

  • Change the column's data type to Text in the Source step, then add a Change Type step that converts the column to Decimal and use Replace Errors to substitute non-numeric values with null.

Microsoft Fabric Data Engineer Associate DP-700
Monitor and optimize an analytics solution
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