DP-203 New Study Questions, DP-203 Test Score Report

P.S. Free 2025 Microsoft DP-203 dumps are available on Google Drive shared by DumpsValid: https://drive.google.com/open?id=1M62rL3o9pOeT4fu_ykW6a43SCaV_axNh

We have three versions of DP-203 practice questions for you to choose: PDF version, Soft version and APP version. PDF version of DP-203 training materials is legible to read and remember, and support printing request, so you can have a print and practice in papers. Software version of DP-203 practice materials supports simulation test system, and give times of setup has no restriction. Remember this version support Windows system users only. App online version of DP-203 Exam Questions is suitable to all kinds of equipment or digital devices and supportive to offline exercise on the condition that you practice it without mobile data.

Taking the Microsoft DP-203 Exam can lead to numerous benefits for data engineers. It can improve their career prospects by validating their skills and knowledge in data engineering on the Azure platform. It can also provide them with a competitive edge over other data engineering professionals by demonstrating their expertise in using Azure data services. Additionally, passing the exam can lead to recognition and respect from peers and employers.

>> DP-203 New Study Questions <<

Microsoft DP-203 New Study Questions - Pass DP-203 in One Time - Microsoft DP-203 Test Score Report

DumpsValid is a wonderful study platform that contains our hearty wish for you to pass the exam by our DP-203 exam materials. So our responsible behaviors are our instinct aim and tenet. By devoting in this area so many years, we are omnipotent to solve the problems about the DP-203 learning questions with stalwart confidence. we can claim that only studing our DP-203 study guide for 20 to 30 hours, then you will pass the exam for sure.

The DP-203 Exam covers a wide range of topics related to data engineering on Azure, such as designing and implementing data storage solutions, managing and monitoring data processing activities, and designing and implementing data integration solutions. DP-203 exam also covers topics related to data security and compliance, such as implementing data privacy and protection solutions and managing access to data.

Microsoft DP-203 (Data Engineering on Microsoft Azure) Certification Exam is one of the most popular certification exams in the data engineering domain. It is designed for professionals who want to validate their skills in working with data engineering technologies on the Microsoft Azure platform. Data Engineering on Microsoft Azure certification exam is intended to showcase the proficiency of candidates in designing, building, and maintaining data processing systems on Azure.

Microsoft Data Engineering on Microsoft Azure Sample Questions (Q28-Q33):

NEW QUESTION # 28
You plan to implement an Azure Data Lake Gen2 storage account.
You need to ensure that the data lake will remain available if a data center fails in the primary Azure region.
The solution must minimize costs.
Which type of replication should you use for the storage account?

A. geo-redundant storage (GRS)
B. geo-zone-redundant storage (GZRS)
C. zone-redundant storage (ZRS)
D. locally-redundant storage (LRS)

Answer: A

NEW QUESTION # 29
You have an Azure Data Factory pipeline named pipeline1 that includes a Copy activity named Copy1.
Copy1 has the following configurations:
* The source of Copy1 is a table in an on-premises Microsoft SQL Server instance that is accessed by using a linked service connected via a self-hosted integration runtime.
* The sink of Copy1 uses a table in an Azure SQL database that is accessed by using a linked service connected via an Azure integration runtime.
You need to maximize the amount of compute resources available to Copy1. The solution must minimize administrative effort.
What should you do?

A. Scale out the self-hosted integration runtime.
B. Scale up the data flow runtime of the Azure integration runtime and scale out the self-hosted integration runtime.
C. Scale up the data flow runtime of the Azure integration runtime.

Answer: C

NEW QUESTION # 30
You have two Azure Storage accounts named Storage1 and Storage2. Each account holds one container and has the hierarchical namespace enabled. The system has files that contain data stored in the Apache Parquet format.
You need to copy folders and files from Storage1 to Storage2 by using a Data Factory copy activity. The solution must meet the following requirements:
* No transformations must be performed.
* The original folder structure must be retained.
* Minimize time required to perform the copy activity.
How should you configure the copy activity? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

Answer:

Explanation:

Explanation:
Graphical user interface, text, application, chat or text message Description automatically generated

Box 1: Parquet
For Parquet datasets, the type property of the copy activity source must be set to ParquetSource.
Box 2: PreserveHierarchy
PreserveHierarchy (default): Preserves the file hierarchy in the target folder. The relative path of the source file to the source folder is identical to the relative path of the target file to the target folder.
Reference:
https://docs.microsoft.com/en-us/azure/data-factory/format-parquet
https://docs.microsoft.com/en-us/azure/data-factory/connector-azure-data-lake-storage

NEW QUESTION # 31
You have an Azure Data Factory instance that contains two pipelines named Pipeline1 and Pipeline2.
Pipeline1 has the activities shown in the following exhibit.

Pipeline2 has the activities shown in the following exhibit.

You execute Pipeline2, and Stored procedure1 in Pipeline1 fails.
What is the status of the pipeline runs?

A. Pipeline1 failed and Pipeline2 succeeded.
B. Pipeline1 succeeded and Pipeline2 failed.
C. Pipeline1 and Pipeline2 succeeded.
D. Pipeline1 and Pipeline2 failed.

Answer: C

Explanation:
Activities are linked together via dependencies. A dependency has a condition of one of the following: Succeeded, Failed, Skipped, or Completed.
Consider Pipeline1:
If we have a pipeline with two activities where Activity2 has a failure dependency on Activity1, the pipeline will not fail just because Activity1 failed. If Activity1 fails and Activity2 succeeds, the pipeline will succeed. This scenario is treated as a try-catch block by Data Factory.

The failure dependency means this pipeline reports success.
Note:
If we have a pipeline containing Activity1 and Activity2, and Activity2 has a success dependency on Activity1, it will only execute if Activity1 is successful. In this scenario, if Activity1 fails, the pipeline will fail.
Reference:
https://datasavvy.me/category/azure-data-factory/

NEW QUESTION # 32
You are monitoring an Azure Stream Analytics job.
The Backlogged Input Events count has been 20 for the last hour.
You need to reduce the Backlogged Input Events count.
What should you do?

A. Drop late arriving events from the job.
B. Stop the job.
C. Add an Azure Storage account to the job.
D. Increase the streaming units for the job.

Answer: D

Explanation:
Explanation
General symptoms of the job hitting system resource limits include:
* If the backlog event metric keeps increasing, it's an indicator that the system resource is constrained (either because of output sink throttling, or high CPU).
Note: Backlogged Input Events: Number of input events that are backlogged. A non-zero value for this metric implies that your job isn't able to keep up with the number of incoming events. If this value is slowly increasing or consistently non-zero, you should scale out your job: adjust Streaming Units.
Reference:
https://docs.microsoft.com/en-us/azure/stream-analytics/stream-analytics-scale-jobs
https://docs.microsoft.com/en-us/azure/stream-analytics/stream-analytics-monitoring

NEW QUESTION # 33
......

DP-203 Test Score Report: https://www.dumpsvalid.com/DP-203-still-valid-exam.html

P.S. Free 2025 Microsoft DP-203 dumps are available on Google Drive shared by DumpsValid: https://drive.google.com/open?id=1M62rL3o9pOeT4fu_ykW6a43SCaV_axNh