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Databricks Certified Data Engineer Associate Exam

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Total Questions : 99

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Question # 1

A Delta Live Table pipeline includes two datasets defined using STREAMING LIVE TABL

E.  

Three datasets are defined against Delta Lake table sources using LIVE TABL

E.  

The table is configured to run in Production mode using the Continuous Pipeline Mode.

Assuming previously unprocessed data exists and all definitions are valid, what is the expected outcome after clicking Start to update the pipeline?

Options:

A.  

All datasets will be updated at set intervals until the pipeline is shut down. The compute resources will persist to allow for additional testing.

B.  

All datasets will be updated once and the pipeline will persist without any processing. The compute resources will persist but go unused.

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 once and the pipeline will shut down. The compute resources will be terminated.

E.  

All datasets will be updated once and the pipeline will shut down. The compute resources will persist to allow for additional testing.

Discussion 0
Question # 2

A data engineer is maintaining a data pipeline. Upon data ingestion, the data engineer notices that the source data is starting to have a lower level of quality. The data engineer would like to automate the process of monitoring the quality level.

Which of the following tools can the data engineer use to solve this problem?

Options:

A.  

Unity Catalog

B.  

Data Explorer

C.  

Delta Lake

D.  

Delta Live Tables

E.  

Auto Loader

Discussion 0
Question # 3

A data engineer only wants to execute the final block of a Python program if the Python variable day_of_week is equal to 1 and the Python variable review_period is True.

Which of the following control flow statements should the data engineer use to begin this conditionally executed code block?

Options:

A.  

if day_of_week = 1 and review_period:

B.  

if day_of_week = 1 and review_period = "True":

C.  

if day_of_week == 1 and review_period == "True":

D.  

if day_of_week == 1 and review_period:

E.  

if day_of_week = 1 & review_period: = "True":

Discussion 0
Question # 4

Which of the following benefits is provided by the array functions from Spark SQL?

Options:

A.  

An ability to work with data in a variety of types at once

B.  

An ability to work with data within certain partitions and windows

C.  

An ability to work with time-related data in specified intervals

D.  

An ability to work with complex, nested data ingested from JSON files

E.  

An ability to work with an array of tables for procedural automation

Discussion 0
Question # 5

A data engineer wants to create a data entity from a couple of tables. The data entity must be used by other data engineers in other sessions. It also must be saved to a physical location.

Which of the following data entities should the data engineer create?

Options:

A.  

Database

B.  

Function

C.  

View

D.  

Temporary view

E.  

Table

Discussion 0
Question # 6

A data organization leader is upset about the data analysis team’s reports being different from the data engineering team’s reports. The leader believes the siloed nature of their organization’s data engineering and data analysis architectures is to blame.

Which of the following describes how a data lakehouse could alleviate this issue?

Options:

A.  

Both teams would autoscale their work as data size evolves

B.  

Both teams would use the same source of truth for their work

C.  

Both teams would reorganize to report to the same department

D.  

Both teams would be able to collaborate on projects in real-time

E.  

Both teams would respond more quickly to ad-hoc requests

Discussion 0
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