Microsoft Fabric Data Engineer Associate DP-700 Practice Question
You manage a Microsoft Fabric workspace that contains several Dataflow Gen2 items that ingest data into a lakehouse. A mission-critical dataflow is scheduled to run hourly. Last week the refresh failed because an upstream API changed, but no one was informed until users noticed missing data in reports. You must ensure that designated administrators receive a notification within minutes any time the dataflow execution ends in a failure, without modifying the dataflow's logic. What should you do?
Enable a retry policy on the dataflow and set the maximum number of retries to three.
Create an alert on a Power BI dashboard tile that shows the dataflow's last refresh time and send an email when the value does not change.
Assign the workspace Admin role to the administrator group so they automatically receive refresh-failure emails.
Enable a Fabric diagnostic setting that streams activity logs to Azure Log Analytics, and create an Azure Monitor log alert that fires when a DataflowRefresh entry with Status = "Failed" is written.
Dataflow Gen2 refresh events can be captured by enabling a Microsoft Fabric diagnostic setting that streams activity logs to an Azure Log Analytics workspace. Once the logs are available, create an Azure Monitor log alert rule that searches the Fabric activity log (for example, the AzureDiagnostics/FabricActivity table) for records whose OperationName is "DataflowRefresh" and whose Status is "Failed". When such a record appears, the alert rule can automatically notify administrators by email, SMS, or Microsoft Teams. Enabling a retry policy or changing workspace roles does not generate proactive notifications, and Power BI dashboard tile alerts work only on numeric visual values, not on operational events.
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Microsoft Fabric Data Engineer Associate DP-700
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