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Databricks-Certified-Professional-Data-Engineer Exam Dumps : Databricks Certified Data Engineer Professional Exam

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Databricks Certified Data Engineer Professional Exam 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?

Options:

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

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Question 2

A table is registered with the following code:

Both users and orders are Delta Lake tables. Which statement describes the results of querying recent_orders?

Options:

A.

All logic will execute at query time and return the result of joining the valid versions of the source tables at the time the query finishes.

B.

All logic will execute when the table is defined and store the result of joining tables to the DBFS; this stored data will be returned when the table is queried.

C.

Results will be computed and cached when the table is defined; these cached results will incrementally update as new records are inserted into source tables.

D.

All logic will execute at query time and return the result of joining the valid versions of the source tables at the time the query began.

E.

The versions of each source table will be stored in the table transaction log; query results will be saved to DBFS with each query.

Question 3

A data engineer is performing a join operating to combine values from a static userlookup table with a streaming DataFrame streamingDF.

Which code block attempts to perform an invalid stream-static join?

Options:

A.

userLookup.join(streamingDF, ["userid"], how="inner")

B.

streamingDF.join(userLookup, ["user_id"], how="outer")

C.

streamingDF.join(userLookup, ["user_id”], how="left")

D.

streamingDF.join(userLookup, ["userid"], how="inner")

E.

userLookup.join(streamingDF, ["user_id"], how="right")