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

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Databricks Certified Data Engineer Associate Exam Questions and Answers

Question 1

A data engineer has written a function in a Databricks Notebook to calculate the population of bacteria in a given medium.

Analysts use this function in the notebook and sometimes provide input arguments of the wrong data type, which can cause errors during execution.

Which Databricks feature will help the data engineer quickly identify if an incorrect data type has been provided as input?

Options:

A.

The Data Engineer should add print statements to find out what the variable is.

B.

The Databricks debugger enables breakpoints that will raise an error if the wrong data type is submitted

C.

The Spark User interface has a debug tab that contains the variables that are used in this session.

D.

The Databricks debugger enables the use of a variable explorer to see at a glance the value of the variables.

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Question 2

A data engineer is working on a Databricks project that utilizes cloud storage. The data engineer wants to load several json files from containers on a storage account as soon as the file arrives within the storage account.

Which syntax should the data engineer follow to first load the files into a dataframe and check that it is working as expected using Python?

Options:

A.

df = spark.readStream.format("json").load("input/path")

B.

df = spark.readStream.format("cloud"),option("json").load("/input/path")

C.

df = spark.readStream.format("cloudFiles") .option("cloudFiles.format", "json") .load("/input/path")

D.

df = spark.read.json("inp i./path")

Question 3

A data engineer wants to create a new table containing the names of customers who live in France.

They have written the following command:

CREATE TABLE customersInFrance

_____ AS

SELECT id,

firstName,

lastName

FROM customerLocations

WHERE country = ’FRANCE’;

A senior data engineer mentions that it is organization policy to include a table property indicating that the new table includes personally identifiable information (Pll).

Which line of code fills in the above blank to successfully complete the task?

Options:

A.

COMMENT "Contains PIT

B.

511

C.

"COMMENT PII"

D.

TBLPROPERTIES PII