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DP-203 PDF

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  • Exam Name: Data Engineering on Microsoft Azure
  • Last Update: 07-Aug-2022
  • Questions and Answers: 247
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DP-203 Questions and Answers

Question # 1

You are building an Azure Stream Analytics job to retrieve game data.

You need to ensure that the job returns the highest scoring record for each five-minute time interval of each game.

How should you complete the Stream Analytics query? To answer, select the appropriate options in the answer area.

NOTE: Each correct selection is worth one point.

DP-203 question answer

Question # 2

You are implementing a batch dataset in the Parquet format.

Data tiles will be produced by using Azure Data Factory and stored in Azure Data Lake Storage Gen2. The files will be consumed by an Azure Synapse Analytics serverless SQL pool.

You need to minimize storage costs for the solution.

What should you do?

A.

Store all the data as strings in the Parquet tiles.

B.

Use OPENROWEST to query the Parquet files.

C.

Create an external table mat contains a subset of columns from the Parquet files.

D.

Use Snappy compression for the files.

Question # 3

You implement an enterprise data warehouse in Azure Synapse Analytics.

You have a large fact table that is 10 terabytes (TB) in size.

Incoming queries use the primary key SaleKey column to retrieve data as displayed in the following table:

DP-203 question answer

You need to distribute the large fact table across multiple nodes to optimize performance of the table.

Which technology should you use?

A.

hash distributed table with clustered index

B.

hash distributed table with clustered Columnstore index

C.

round robin distributed table with clustered index

D.

round robin distributed table with clustered Columnstore index

E.

heap table with distribution replicate

Question # 4

Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while others might not have a correct solution.

After you answer a question in this section, you will NOT be able to return to it. As a result, these questions will not appear in the review screen.

You plan to create an Azure Databricks workspace that has a tiered structure. The workspace will contain the following three workloads:

  • A workload for data engineers who will use Python and SQL.
  • A workload for jobs that will run notebooks that use Python, Scala, and SOL.
  • A workload that data scientists will use to perform ad hoc analysis in Scala and R.

The enterprise architecture team at your company identifies the following standards for Databricks environments:

  • The data engineers must share a cluster.
  • The job cluster will be managed by using a request process whereby data scientists and data engineers provide packaged notebooks for deployment to the cluster.
  • All the data scientists must be assigned their own cluster that terminates automatically after 120 minutes of inactivity. Currently, there are three data scientists.

You need to create the Databricks clusters for the workloads.

Solution: You create a Standard cluster for each data scientist, a High Concurrency cluster for the data engineers, and a Standard cluster for the jobs.

Does this meet the goal?

A.

Yes

B.

No

Question # 5

You plan to create a table in an Azure Synapse Analytics dedicated SQL pool.

Data in the table will be retained for five years. Once a year, data that is older than five years will be deleted.

You need to ensure that the data is distributed evenly across partitions. The solution must minimize the amount of time required to delete old data.

How should you complete the Transact-SQL statement? To answer, drag the appropriate values to the correct targets. Each value may be used once, more than once, or not at all. You may need to drag the split bar between panes or scroll to view content.

NOTE: Each correct selection is worth one point.

DP-203 question answer

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DP-203 Testimonials

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