Microsoft nwexams ace Your Dp-203 Microsoft Certified: Azure Data Engineer Associate Exam by Gianna q191 vce pdf

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Exam Name:	Data Engineering on Microsoft Azure
Exam Code:	DP-203 Dumps
Vendor:	Microsoft	Certification:	Microsoft Certified: Azure Data Engineer Associate
Questions:	361 Q&A's	Shared By:	gianna

Question 32

You are designing an Azure Data Lake Storage Gen2 structure for telemetry data from 25 million devices distributed across seven key geographical regions. Each minute, the devices will send a JSON payload of metrics to Azure Event Hubs.

You need to recommend a folder structure for the data. The solution must meet the following requirements:

Data engineers from each region must be able to build their own pipelines for the data of their respective region only.

The data must be processed at least once every 15 minutes for inclusion in Azure Synapse Analytics serverless SQL pools.

How should you recommend completing the structure? 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.

Questions 32

Options:

Discussion

Question 33

You plan to use an Apache Spark pool in Azure Synapse Analytics to load data to an Azure Data Lake Storage Gen2 account.

You need to recommend which file format to use to store the data in the Data Lake Storage account. The solution must meet the following requirements:

• Column names and data types must be defined within the files loaded to the Data Lake Storage account.

• Data must be accessible by using queries from an Azure Synapse Analytics serverless SQL pool.

• Partition elimination must be supported without having to specify a specific partition.

What should you recommend?

Options:

Delta Lake

JSON

CSV

ORC

Discussion

Question 34

You have an Azure subscription that contains an Azure Stream Analytics job named Job1. Job1 ingests observations from weather stations by running the following code.

Questions 34

For each of the following statements, select Yes if the statement is true. Otherwise, select No. NOTE: Each correct selection is worth one point

Questions 34

Options:

Discussion

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Question 35

You store files in an Azure Data Lake Storage Gen2 container. The container has the storage policy shown in the following exhibit.

Questions 35