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NEW QUESTION 26
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 query to notify when the ELT job failsB. They can set up an Alert for the accompanying dashboard to notify them if the returned value is greater
than 60C. They can set up an Alert for the accompanying dashboard to notify when it has not re-freshed in 60
minutesD. They can set up an Alert for the query to notify them if the returned value is greater than 60E. This type of alerting is not possible in Databricks

Answer: D

 

NEW QUESTION 27
A data engineering team is in the process of converting their existing data pipeline to utilize Auto Loader for
incremental processing in the ingestion of JSON files. One data engineer comes across the following code
block in the Auto Loader documentation:
1. (streaming_df = spark.readStream.format("cloudFiles")
2. .option("cloudFiles.format", "json")
3. .option("cloudFiles.schemaLocation", schemaLocation)
4. .load(sourcePath))
Assuming that schemaLocation and sourcePath have been set correctly, which of the following changes does
the data engineer need to make to convert this code block to use Auto Loader to ingest the data?

A. The data engineer needs to change the format("cloudFiles") line to format("autoLoader")B. The data engineer needs to add the .autoLoader line before the .load(sourcePath) lineC. There is no change required. The inclusion of format("cloudFiles") enables the use of Auto LoaderD. There is no change required. The data engineer needs to ask their administrator to turn on Auto LoaderE. There is no change required. Databricks automatically uses Auto Loader for streaming reads

Answer: C

 

NEW QUESTION 28
A data engineering manager has noticed that each of the queries in a Databricks SQL dashboard takes a few
minutes to update when they manually click the "Refresh" button. They are curious why this might be
occurring, so a team member provides a variety of reasons on why the delay might be occurring.
Which of the following reasons fails to explain why the dashboard might be taking a few minutes to update?

A. The queries attached to the dashboard might all be connected to their own, unstarted Databricks clustersB. The Job associated with updating the dashboard might be using a non-pooled endpointC. The queries attached to the dashboard might take a few minutes to run under normal circumstancesD. The SQL endpoint being used by each of the queries might need a few minutes to start upE. The queries attached to the dashboard might first be checking to determine if new data is available

Answer: B

 

NEW QUESTION 29
A denote the event 'student is female' and let B denote the event 'student is French'. In a class of 100 students
suppose 60 are French, and suppose that 10 of the French students are females. Find the probability that if I
pick a French student, it will be a girl, that is, find P(A|B).

A. 2/3B. 2/6C. 1/3D. 1/6

Answer: D

Explanation:
Explanation
Since 10 out of 100 students are both French and female, then
P(AandB)=10100
Also. 60 out of the 100 students are French, so
P(B)=60100
So the required probability is:
P(A|B)=P(AandB)P(B)=10/10060/100=16

 

NEW QUESTION 30
......


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