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NEW QUESTION 35
You are currently working on storing data you received from different customer surveys, this data is highly unstructured and changes over time, why Lakehouse is a better choice compared to a Data warehouse?

  • A. Lakehouse supports SQL
  • B. Lakehouse supports ACID
  • C. Lakehouse enforces data integrity
  • D. Lakehouse supports schema enforcement and evolution, traditional data warehouses lack schema evolution.
  • E. Lakehouse supports primary and foreign keys like a data warehouse

Answer: D

 

NEW QUESTION 36
Which of the following developer operations in the CI/CD can only be implemented through a GIT provider when using Databricks Repos.

  • A. Trigger Databricks Repos pull API to update the latest version
  • B. Create and edit code
  • C. Commit and push code
  • D. Pull request and review process
  • E. Create a new branch

Answer: D

Explanation:
Explanation
The answer is Pull request and review process, please note: the question is asking for steps that are being implemented in GIT provider not Databricks Repos.
See below diagram to understand the role of Databricks Repos and Git provider plays when building a CI/CD workdlow.
All the steps highlighted in yellow can be done Databricks Repo, all the steps highlighted in Gray are done in a git provider like Github or Azure Devops.
Diagram Description automatically generated
Databricks-Certified-Professional-Data-Engineer-132203cb0f753aa76667a7bb6139ba58.jpg
Bottom of Form
Top of Form

 

NEW QUESTION 37
Which of the following results in the creation of an external table?

  • A. CREATE TABLE transactions (id int, desc string) LOCATION '/mnt/delta/transactions'
  • B. CREATE TABLE transactions (id int, desc string) TYPE EXTERNAL
  • C. CREATE TABLE transactions (id int, desc string) USING DELTA LOCATION EX-TERNAL
  • D. CREATE TABLE transactions (id int, desc string)
  • E. CREATE EXTERNAL TABLE transactions (id int, desc string)

Answer: A

Explanation:
Explanation
Answer is CREATE TABLE transactions (id int, desc string) USING DELTA LOCATION
'/mnt/delta/transactions'
Anytime a table is created using Location it is considered an external table, below is the current syntax.
Syntax
CREATE TABLE table_name ( column column_data_type...) USING format LOCATION "dbfs:/"

 

NEW QUESTION 38
Which of the following is correct for the global temporary view?

  • A. global temporary views cannot be accessed once the notebook is detached and attached
  • B. global temporary views are created in a database called temp database
  • C. global temporary views can be still accessed even if the cluster is restarted
  • D. global temporary views can be still accessed even if the notebook is detached and at-tached
  • E. global temporary views can be accessed across many clusters

Answer: D

Explanation:
Explanation
The answer is global temporary views can be still accessed even if the notebook is detached and attached There are two types of temporary views that can be created Local and Global
* A local temporary view is only available with a spark session, so another notebook in the same cluster can not access it. if a notebook is detached and reattached local temporary view is lost.
* A global temporary view is available to all the notebooks in the cluster, even if the notebook is detached and reattached it can still be accessible but if a cluster is restarted the global temporary view is lost.

 

NEW QUESTION 39
......

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