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Databricks-Certified-Professional-Data-Engineer Engine Package

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Update date : 25-Jun-2024
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Databricks-Certified-Professional-Data-Engineer PDF Package

Databricks-Certified-Professional-Data-Engineer PDF Exam (Downloadable)
Latest 2024 Syllabus Topics Included
Updated : 25-Jun-2024
QA : 120 Answers With In-Depth Explanation
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Databricks-Certified-Professional-Data-Engineer Question and answers Include

Total Questions: 120 Q&A's
Single Choice: 120 Q&A's

Databricks Databricks-Certified-Professional-Data-Engineer Exam Dumps - Valid Questions Answers

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Databricks-Certified-Professional-Data-Engineer Questions and Answers

Question # 1

The marketing team is looking to share data in an aggregate table with the sales organization, but the field names used by the teams do not match, and a number of marketing specific fields have not been approval for the sales org.

Which of the following solutions addresses the situation while emphasizing simplicity?


Create a view on the marketing table selecting only these fields approved for the sales team alias the names of any fields that should be standardized to the sales naming conventions.


Use a CTAS statement to create a derivative table from the marketing table configure a production jon to propagation changes.


Add a parallel table write to the current production pipeline, updating a new sales table that varies as required from marketing table.


Create a new table with the required schema and use Delta Lake's DEEP CLONE functionality to sync up changes committed to one table to the corresponding table.

Question # 2

An upstream system has been configured to pass the date for a given batch of data to the Databricks Jobs API as a parameter. The notebook to be scheduled will use this parameter to load data with the following code:

df ="parquet").load(f"/mnt/source/(date)")

Which code block should be used to create the date Python variable used in the above code block?


date = spark.conf.get("date")


input_dict = input()

date= input_dict["date"]


import sys

date = sys.argv[1]


date = dbutils.notebooks.getParam("date")


dbutils.widgets.text("date", "null")

date = dbutils.widgets.get("date")

Question # 3

A distributed team of data analysts share computing resources on an interactive cluster with autoscaling configured. In order to better manage costs and query throughput, the workspace administrator is hoping to evaluate whether cluster upscaling is caused by many concurrent users or resource-intensive queries.

In which location can one review the timeline for cluster resizing events?


Workspace audit logs


Driver's log file




Cluster Event Log


Executor's log file

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