Microsoft Fabric Data Engineer Associate DP-700 Practice Question
A Microsoft Fabric pipeline contains a Copy data activity that moves files from an Azure Data Lake Storage Gen2 container to a lakehouse table. The activity occasionally fails with transient HTTP 500 errors returned by the storage service. After investigation, you determine the errors disappear within a few minutes. You want to minimise failed pipeline runs while ensuring the pipeline still fails if the problem lasts longer than 20 minutes. Which configuration change should you apply to the Copy data activity?
Increase the activity Timeout property to 20 minutes.
Enable the Continue on error setting for the Copy data activity.
On the activity's Policy tab, set Retry count to 10 and Retry interval to 120 seconds.
Create an alert rule that notifies owners if the activity runs longer than 20 minutes.
Transient faults are best handled by automatic retries. In a Fabric (or Azure Data Factory-compatible) pipeline you do this on the activity's Policy tab. Setting the Retry count to 10 and the Retry interval to 120 seconds makes the service attempt the copy up to 10 additional times at two-minute intervals. If the fault clears, a later attempt succeeds and the pipeline run is reported as succeeded; if the fault persists, the activity exhausts its 20-minute retry window (10 × 120 s) and the run justifiably fails. Increasing only the Timeout property would keep the single attempt open, but it would not make additional attempts. Enabling Continue on error would mark the activity as succeeded even when no data is copied, hiding real failures. Alert rules do not change retry behaviour; they only notify operators.
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Microsoft Fabric Data Engineer Associate DP-700
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