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Download Databricks Certified Professional Data Engineer Exam Exam Dumps

NEW QUESTION 40
Which of the following commands will return records from an existing Delta table my_table where duplicates
have been removed?

• A. 1. MERGE INTO my_table a
  2. USING new_records b;
• B. 1. MERGE INTO my_table a
  2. USING new_records b ON a.id = b.id
  3. WHEN NOT MATCHED
  4. THEN INSERT *;
• C. 1. DROP DUPLICATES
  2. FROM my_table;
• D. 1. SELECT DISTINCT *
  2. FROM my_table;
• E. 1. SELECT *
  2. FROM my_table
  3. WHERE duplicate = False;

Answer: D

NEW QUESTION 41
A data analyst has noticed that their Databricks SQL queries are running too slowly. They claim that this issue
is affecting all of their sequentially run queries. They ask the data engineering team for help. The data
engineering team notices that each of the queries uses the same SQL endpoint, but the SQL endpoint is not
used by any other user.
Which of the following approaches can the data engineering team use to improve the latency of the data
analyst's queries?

• A. They can turn on the Serverless feature for the SQL endpoint
• B. They can turn on the Serverless feature for the SQL endpoint and change the Spot In-stance Policy to
  "Reliability Optimized"
• C. They can increase the cluster size of the SQL endpoint
• D. They can turn on the Auto Stop feature for the SQL endpoint
• E. They can increase the maximum bound of the SQL endpoint's scaling range

Answer: C

NEW QUESTION 42
A data engineer wants to create a relational object by pulling data from two tables. The relational object must
be used by other data engineers in other sessions. In order to save on storage costs, the data engineer wants to
avoid copying and storing physical data.
Which of the following relational objects should the data engineer create?

• A. Temporary view
• B. Database
• C. Spark SQL Table
• D. View
• E. Delta Table

Answer: D

NEW QUESTION 43
A Delta Live Table pipeline includes two datasets defined using STREAMING LIVE TABLE.
Three datasets are defined against Delta Lake table sources using LIVE TABLE . The table is configured to
run in Development mode using the Triggered Pipeline Mode.
Assuming previously unprocessed data exists and all definitions are valid, what is the expected outcome after
clicking Start to update the pipeline?

• A. All datasets will be updated once and the pipeline will shut down. The compute resources will be
  terminated
• B. All datasets will be updated once and the pipeline will shut down. The compute resources will persist to
  allow for additional testing
• C. All datasets will be updated at set intervals until the pipeline is shut down. The compute resources will
  be deployed for the update and terminated when the pipeline is stopped
• D. All datasets will be updated continuously and the pipeline will not shut down. The compute resources
  will persist with the pipeline
• E. All datasets will be updated at set intervals until the pipeline is shut down. The compute resources will
  persist after the pipeline is stopped to allow for additional testing

Answer: B

NEW QUESTION 44
You are using k-means clustering to classify heart patients for a hospital. You have chosen Patient Sex,
Height, Weight, Age and Income as measures and have used 3 clusters. When you create a pair-wise plot of
the clusters, you notice that there is significant overlap between the clusters. What should you do?

• A. Remove one of the measures
• B. Increase the number of clusters
• C. Decrease the number of clusters
• D. Identify additional measures to add to the analysis

Answer: C

NEW QUESTION 45
......