Databricks passguarantee databricks Certification Databricks-certified-data-engineer-associate Updated Exam by Katie q27 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:	katie

Question 12

What is the structure of an Asset Bundle?

Options:

A single plain text file enumerating the names of assets to be migrated to a new workspace.

A compressed archive (ZIP) that solely contains workspace assets without any accompanying metadata.

A YAML configuration file that specifies the artifacts, resources, and configurations for the project.

A Docker image containing runtime environments and the source code of the assets

Discussion

Question 13

A data engineer wants to schedule their Databricks SQL dashboard to refresh every hour, but they only want the associated SQL endpoint to be running when it is necessary. The dashboard has multiple queries on multiple datasets associated with it. The data that feeds the dashboard is automatically processed using a Databricks Job.

Which of the following approaches can the data engineer use to minimize the total running time of the SQL endpoint used in the refresh schedule of their dashboard?

Options:

They can turn on the Auto Stop feature for the SQL endpoint.

They can ensure the dashboard ' s SQL endpoint is not one of the included query ' s SQL endpoint.

They can reduce the cluster size of the SQL endpoint.

They can ensure the dashboard ' s SQL endpoint matches each of the queries ' SQL endpoints.

They can set up the dashboard ' s SQL endpoint to be serverless.

Discussion

Question 14

A data engineer has configured a Structured Streaming job to read from a table, manipulate the data, and then perform a streaming write into a new table.

Questions 14

The code block used by the data engineer is below:

Which line of code should the data engineer use to fill in the blank if the data engineer only wants the query to execute a micro-batch to process data every 5 seconds?

Options:

trigger( " 5 seconds " )

trigger(continuous= " 5 seconds " )

trigger(once= " 5 seconds " )

trigger(processingTime= " 5 seconds " )

Discussion

Question 15

A data engineering team is using Kafka to capture event data and then ingest it into Databricks. The team wants to be able to see these historical events. Medallion architecture is already in place. The team wants to be mindful of costs.

Where should this historical event data be stored?

Options:

Gold

Silver

Bronze

Raw layer

Discussion

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