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Databricks-Certified-Professional-Data-Engineer Questions and Answers

Question # 1

A data engineer wants to reflector the following DLT code, which includes multiple definition with very similar code:

In an attempt to programmatically create these tables using a parameterized table definition, the data engineer writes the following code.

The pipeline runs an update with this refactored code, but generates a different DAG showing incorrect configuration values for tables.

How can the data engineer fix this?

A.

Convert the list of configuration values to a dictionary of table settings, using table names as keys.

B.

Convert the list of configuration values to a dictionary of table settings, using different input the for loop.

C.

Load the configuration values for these tables from a separate file, located at a path provided by a pipeline parameter.

D.

Wrap the loop inside another table definition, using generalized names and properties to replace with those from the inner table

Question # 2

Given the following error traceback (from display(df.select(3*"heartrate"))) which shows AnalysisException: cannot resolve 'heartrateheartrateheartrate', which statement describes the error being raised?

A.

There is a type error because a DataFrame object cannot be multiplied.

B.

There is a syntax error because the heartrate column is not correctly identified as a column.

C.

There is no column in the table named heartrateheartrateheartrate.

D.

There is a type error because a column object cannot be multiplied.

Question # 3

A junior data engineer has manually configured a series of jobs using the Databricks Jobs UI. Upon reviewing their work, the engineer realizes that they are listed as the "Owner" for each job. They attempt to transfer "Owner" privileges to the "DevOps" group, but cannot successfully accomplish this task.

Which statement explains what is preventing this privilege transfer?

A.

Databricks jobs must have exactly one owner; "Owner" privileges cannot be assigned to a group.

B.

The creator of a Databricks job will always have "Owner" privileges; this configuration cannot be changed.

C.

Other than the default "admins" group, only individual users can be granted privileges on jobs.

D.

A user can only transfer job ownership to a group if they are also a member of that group.

E.

Only workspace administrators can grant "Owner" privileges to a group.

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