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NEW QUESTION 50
A data engineering team has been using a Databricks SQL query to monitor the performance of an ELT job.
The ELT job is triggered by a specific number of input records being ready to process. The Databricks SQL
query returns the number of minutes since the job’s most recent runtime.
Which of the following approaches can enable the data engineering team to be notified if the ELT job has not
been run in an hour?

  • A. They can set up an Alert for the accompanying dashboard to notify them if the returned value is greater
    than 60
  • B. They can set up an Alert for the accompanying dashboard to notify when it has not re-freshed in 60
    minutes
  • C. They can set up an Alert for the query to notify when the ELT job fails
  • D. They can set up an Alert for the query to notify them if the returned value is greater than 60
  • E. This type of alerting is not possible in Databricks

Answer: D

 

NEW QUESTION 51
A data engineer has ingested data from an external source into a PySpark DataFrame raw_df. They need to
briefly make this data available in SQL for a data analyst to perform a quality assurance check on the data.
Which of the following commands should the data engineer run to make this data available in SQL for only
the remainder of the Spark session?

  • A. raw_df.write.save(“raw_df”)
  • B. raw_df.createOrReplaceTempView(“raw_df”)
  • C. raw_df.saveAsTable(“raw_df”)
  • D. There is no way to share data between PySpark and SQL
  • E. raw_df.createTable(“raw_df”)

Answer: B

 

NEW QUESTION 52
An engineering manager uses a Databricks SQL query to monitor their team’s progress on fixes related to
customer-reported bugs. The manager checks the results of the query every day, but they are manually
rerunning the query each day and waiting for the results.
Which of the following approaches can the manager use to ensure the results of the query are up-dated each
day?

  • A. They can schedule the query to refresh every 1 day from the SQL endpoint’s page in Databricks SQL
  • B. They can schedule the query to refresh every 1 day from the query’s page in Databricks SQL
  • C. They can schedule the query to refresh every 12 hours from the SQL endpoint’s page in Databricks SQL
  • D. They can schedule the query to run every 12 hours from the Jobs UI
  • E. They can schedule the query to run every 1 day from the Jobs UI

Answer: B

 

NEW QUESTION 53
A data engineer has three notebooks in an ELT pipeline. The notebooks need to be executed in a specific order
for the pipeline to complete successfully. The data engineer would like to use Delta Live Tables to manage this
process.
Which of the following steps must the data engineer take as part of implementing this pipeline using Delta
Live Tables?

  • A. They need to create a Delta Live Tables pipeline from the Data page
  • B. They need to create a Delta Live tables pipeline from the Compute page
  • C. They need to refactor their notebook to use Python and the dlt library
  • D. They need to refactor their notebook to use SQL and CREATE LIVE TABLE keyword
  • E. They need to create a Delta Live Tables pipeline from the Jobs page

Answer: E

 

NEW QUESTION 54
……

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