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CERTIFIED-DATA-ENGINEER-PROFESSIONAL · Question #4

CERTIFIED-DATA-ENGINEER-PROFESSIONAL Question #4: Real Exam Question with Answer & Explanation

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Data Monitoring and Alerting

Question

The data engineering team has configured a Databricks SQL query and alert to monitor the values in a Delta Lake table. The recent_sensor_recordings table contains an identifying sensor_id alongside the timestamp and temperature for the most recent 5 minutes of recordings. The below query is used to create the alert: The query is set to refresh each minute and always completes in less than 10 seconds. The alert is set to trigger when mean (temperature) > 120. Notifications are triggered to be sent at most every 1 minute. If this alert raises notifications for 3 consecutive minutes and then stops, which statement must be true?

Options

  • AThe total average temperature across all sensors exceeded 120 on three consecutive executions
  • BThe recent_sensor_recordingstable was unresponsive for three consecutive runs of the query
  • CThe source query failed to update properly for three consecutive minutes and then restarted
  • DThe maximum temperature recording for at least one sensor exceeded 120 on three consecutive
  • EThe average temperature recordings for at least one sensor exceeded 120 on three consecutive

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Topics

#Databricks SQL#Monitoring & Alerting#SQL Aggregation#Data Interpretation
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