Databricks passleader pdf Databricks-certified-data-engineer-associate Study Guide by Cruze q32 vce pdf

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Exam Name:	Databricks Certified Data Engineer Associate Exam
Exam Code:	Databricks-Certified-Data-Engineer-Associate Dumps
Vendor:	Databricks	Certification:	Databricks Certification
Questions:	176 Q&A's	Shared By:	cruze

Question 8

A data engineer is reviewing the documentation on audit logs in Databricks for compliance purposes and needs to understand the format in which audit logs output events.

How are events formatted in Databricks audit logs?

Options:

In Databricks, audit logs output events in a plain text format. In Databricks, audit logs output events in a JSON format.

In Databricks, audit logs output events in an XML format.

In Databricks, audit logs output events in a CSV format.

Discussion

Question 9

A data engineer has been using a Databricks SQL dashboard to monitor the cleanliness of the input data to a data analytics dashboard for a retail use case. The job has a Databricks SQL query that returns the number of store-level records where sales is equal to zero. The data engineer wants their entire team to be notified via a messaging webhook whenever this value is greater than 0.

Which of the following approaches can the data engineer use to notify their entire team via a messaging webhook whenever the number of stores with $0 in sales is greater than zero?

Options:

They can set up an Alert with a custom template.

They can set up an Alert with a new email alert destination.

They can set up an Alert with one-time notifications.

They can set up an Alert with a new webhook alert destination.

They can set up an Alert without notifications.

Discussion

Question 10

Identify the impact of ON VIOLATION DROP ROW and ON VIOLATION FAIL UPDATE for a constraint violation.

A data engineer has created an ETL pipeline using Delta Live table to manage their company travel reimbursement detail, they want to ensure that the if the location details has not been provided by the employee, the pipeline needs to be terminated.

How can the scenario be implemented?

Options:

CONSTRAINT valid_location EXPECT (location = NULL)

CONSTRAINT valid_location EXPECT (location != NULL) ON VIOLATION FAIL UPDATE

CONSTRAINT valid_location EXPECT (location != NULL) ON DROP ROW

CONSTRAINT valid_location EXPECT (location != NULL) ON VIOLATION FAIL

Discussion

Question 11

A data engineer needs to apply custom logic to identify employees with more than 5 years of experience in array column employees in table stores. The custom logic should create a new column exp_employees that is an array of all of the employees with more than 5 years of experience for each row. In order to apply this custom logic at scale, the data engineer wants to use the FILTER higher-order function.

Which of the following code blocks successfully completes this task?

Questions 11

Options:

Option A

Option B

Option C

Option D

Option E

Discussion

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