CompTIA
Checkpoint
ISC
HP
Dell
EC-Council
EXIN
Fortinet
ITIL®
Juniper
PMI
Microsoft
VMware
Avaya
Google
Salesforce
Amazon
Palo Alto Networks
Certiport
ISC2
All Vendors
  2. Home
  3. Exams
  4. Microsoft
  5. DP-203

Free DP-203 Exam Braindumps (page: 53)

Page 53 of 94
PDF with 370 Questions

HOTSPOT (Drag and Drop is not supported)
You have an Azure Synapse Analytics pipeline named Pipeline1 that contains a data flow activity named Dataflow1.

Pipeline1 retrieves files from an Azure Data Lake Storage Gen 2 account named storage1.
Dataflow1 uses the AutoResolveIntegrationRuntime integration runtime configured with a core count of 128.

You need to optimize the number of cores used by Dataflow1 to accommodate the size of the files in storage1.

What should you configure? To answer, select the appropriate options in the answer area.

  1. See Explanation section for answer.

Answer(s): A

Explanation:



Box 1: A Get Metadata activity
Dynamically size data flow compute at runtime
The Core Count and Compute Type properties can be set dynamically to adjust to the size of your incoming source data at runtime. Use pipeline activities like Lookup or Get Metadata in order to find the size of the source dataset data. Then, use Add Dynamic Content in the Data Flow activity properties.

Box 2: Dynamic content


Reference:

https://docs.microsoft.com/en-us/azure/data-factory/control-flow-execute-data-flow-activity



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 SQL.
-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?

  1. Yes
  2. No

Answer(s): A



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 SQL.
-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 High Concurrency cluster for the jobs.

Does this meet the goal?

  1. Yes
  2. No

Answer(s): B



You are designing a folder structure for the files in an Azure Data Lake Storage Gen2 account. The account has one container that contains three years of data.

You need to recommend a folder structure that meets the following requirements:

-Supports partition elimination for queries by Azure Synapse Analytics serverless SQL pools
-Supports fast data retrieval for data from the current month
-Simplifies data security management by department

Which folder structure should you recommend?

  1. \Department\DataSource\YYYY\MM\DataFile_YYYYMMDD.parquet
  2. \DataSource\Department\YYYYMM\DataFile_YYYYMMDD.parquet
  3. \DD\MM\YYYY\Department\DataSource\DataFile_DDMMYY.parquet
  4. \YYYY\MM\DD\Department\DataSource\DataFile_YYYYMMDparquet

Answer(s): A

Explanation:

Department top level in the hierarchy to simplify security management.
Month (MM) at the leaf/bottom level to support fast data retrieval for data from the current month.



Page 53 of 94



Post your Comments and Discuss Microsoft DP-203 exam with other Community members:

Ashwani commented on December 20, 2024
Nice questions
UNITED KINGDOM
upvote

Chaminda commented on November 28, 2024
great papers
Anonymous
upvote

Michal commented on October 11, 2024
I hope it will worth it
POLAND
upvote

John commented on August 30, 2024
This exam dump helped me pass my DP-203 exam.
Anonymous
upvote

Rameez commented on July 08, 2024
This is a great resource
UNITED STATES
upvote

Robinson commented on June 28, 2024
Great work and challenge to oneself before sitting for the exam
Anonymous
upvote

Robinson commented on June 27, 2024
Honestly, this is a great resource.
Anonymous
upvote

Mike Liu commented on June 24, 2024
Very useful materials
SINGAPORE
upvote

Rod commented on June 13, 2024
Very professional content and professional team. The support team is knowledgeable polite and very quick to reply and help. I am happy with my purchase.
Australia
upvote

Gaston commented on June 13, 2024
After going over this free version of the exam I decided to buy the full PDF version and the free software that comes with it. I ma very glad I did it. Now it is much easier to study. I will post about my exam result once I write it next week. Wish me luck guys.
European Union
upvote

Wilma commented on June 13, 2024
Passed my AI-102 exam with this exam dumps. The exam is very hard at least for my knowledge. I am pretty new in the industry and I want to add as many certificates as I can to my CV.
UNITED STATES
upvote

Mel commented on June 13, 2024
Well written
Anonymous
upvote

Mel commented on June 13, 2024
Perfect queries
Anonymous
upvote

Tolaram commented on June 13, 2024
I bought 2 exams with 50% discount. I already passed this exam. I hope I can pass the second one as well. The questions in the first exam was word by word from this exam dump.
INDIA
upvote

Satheesh commented on June 12, 2024
Hi Guys, Are these dumps will help now also? Are these questions still comes in the exam. Please let me know.
INDIA
upvote

Arun commented on May 30, 2024
@Neetha, Pl let me know your comments whether is questions still in exam
SINGAPORE
upvote

Neetha commented on May 25, 2024
These dumps can help right now also.did anybody try recently.pls let me know. I am going to right dp-203 in next week.
CANADA
upvote

vamsi commented on May 07, 2024
this is helping a lot
Anonymous
upvote

Jain commented on April 26, 2024
I have used 3 Microsoft study packages from this site and passed all 3 of my exams. The contract followes all the topics and scenarios of the exam.
INDIA
upvote

Saira commented on March 14, 2023
I was skeptical at first, but this exam dump helped me pass my test!
UNITED KINGDOM
upvote

Tory commented on January 11, 2023
Welcome to the wold of easy passing. LOL Gotta love these brain dumps!
CANADA
upvote

Masomba commented on June 11, 2022
I foudn about 85% to 90% of the questions in the exam. This is a valid dumps guys.
SOUTH AFRICA
upvote

Shawn commented on March 18, 2022
Just passed with 91% mark today.
UNITED STATES
upvote

Muhammed commented on March 18, 2022
The support team is very helpful. They managed to fix the issue I had with my Xengine App software becuase I am running Arabic OS.
UNITED ARAB EMIRATES
upvote

Urmila commented on March 18, 2022
I really apprecaite the 50% discount. I bouth 3 exams for half price. I already passed 1 exam. The other 2 are underway.
UNITED STATES
upvote

Lisa commented on October 07, 2021
This makes the exam like a piece of cake. Very accurate. I recommend.
UNITED STATES
upvote

Armd-Educator commented on August 30, 2021
I am officially certified now. Thanks to Braindumps-pdf website. Their questions and the Xengine Software is the best.
SOUTH AFRICA
upvote