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DP-200 - Implementing an Azure Data Solution - Dump Information

Vendor : Microsoft
Exam Code : DP-200
Exam Name : Implementing an Azure Data Solution
Questions and Answers : 155 Q & A
Updated On : Click to Check Update
PDF Download Mirror : DP-200 Brain Dump
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DP-200 Questions and Answers

DP-200


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Question: 80

DRAG DROP

You plan to create a new single database instance of Microsoft Azure SQL Database.

The database must only allow communication from the data engineer’s workstation. You must connect directly to the instance by using Microsoft SQL Server Management Studio.

You need to create and configure the Database. Which three Azure PowerShell cmdlets should you use to develop the solution? To answer, move the appropriate cmdlets from the list of cmdlets to the answer area and arrange them in the correct order.

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Answer:


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Explanation:

Step 1: New-AzureSqlServer Create a server.

Step 2: New-AzureRmSqlServerFirewallRule

New-AzureRmSqlServerFirewallRule creates a firewall rule for a SQL Database server.

Can be used to create a server firewall rule that allows access from the specified IP range. Step 3: New-AzureRmSqlDatabase

Example: Create a database on a specified server

PS C:\>New-AzureRmSqlDatabase -ResourceGroupName "ResourceGroup01" -ServerName "Server01" -DatabaseName "Database01

References:

https://docs.microsoft.com/en-us/azure/sql-database/scripts/sql-database-create-and-configure- database-powershell?toc=%2fpowershell%2fmodule%2ftoc.json


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Question: 81


Note: This question is part of series of questions that present the same scenario. Each question in the series contain a unique solution. Determine whether the solution meets the stated goals.

You develop data engineering solutions for a company.

A project requires the deployment of resources to Microsoft Azure for batch data processing on Azure

HDInsight. Batch processing will run daily and must: Scale to minimize costs

Be monitored for cluster performance

You need to recommend a tool that will monitor clusters and provide information to suggest how to scale.

Solution: Monitor cluster load using the Ambari Web UI. Does the solution meet the goal?


  1. Yes

  2. No


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Answer: B


Explanation:

Ambari Web UI does not provide information to suggest how to scale.

Instead monitor clusters by using Azure Log Analytics and HDInsight cluster management solutions.


References:

https://docs.microsoft.com/en-us/azure/hdinsight/hdinsight-hadoop-oms-log-analytics-tutorial https://docs.microsoft.com/en-us/azure/hdinsight/hdinsight-hadoop-manage-ambari


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Question: 82


Note: This question is part of series of questions that present the same scenario. Each question in the series contain a unique solution. Determine whether the solution meets the stated goals.

You develop data engineering solutions for a company.

A project requires the deployment of resources to Microsoft Azure for batch data processing on Azure

HDInsight. Batch processing will run daily and must: Scale to minimize costs

Be monitored for cluster performance

You need to recommend a tool that will monitor clusters and provide information to suggest how to scale.

Solution: Monitor clusters by using Azure Log Analytics and HDInsight cluster management solutions. Does the solution meet the goal?


  1. Yes

  2. No


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Answer: A


Explanation:

HDInsight provides cluster-specific management solutions that you can add for Azure Monitor logs. Management solutions add functionality to Azure Monitor logs, providing additional data and analysis tools.

These solutions collect important performance metrics from your HDInsight clusters and provide the tools to search the metrics. These solutions also provide visualizations and dashboards for most cluster types

supported in HDInsight. By using the metrics that you collect with the solution, you can create custom

monitoring rules and alerts. References:

https://docs.microsoft.com/en-us/azure/hdinsight/hdinsight-hadoop-oms-log-analytics-tutorial


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Question: 83


Note: This question is part of series of questions that present the same scenario. Each question in the series contain a unique solution. Determine whether the solution meets the stated goals.

You develop data engineering solutions for a company.

A project requires the deployment of resources to Microsoft Azure for batch data processing on Azure

HDInsight. Batch processing will run daily and must: Scale to minimize costs

Be monitored for cluster performance


You need to recommend a tool that will monitor clusters and provide information to suggest how to scale.

Solution: Download Azure HDInsight cluster logs by using Azure PowerShell. Does the solution meet the goal?


  1. Yes

  2. No


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Answer: B


Explanation/Reference: Explanation:

Instead monitor clusters by using Azure Log Analytics and HDInsight cluster management solutions. References:

https://docs.microsoft.com/en-us/azure/hdinsight/hdinsight-hadoop-oms-log-analytics-tutorial


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Question: 84


You manage a solution that uses Azure HDInsight clusters.

You need to implement a solution to monitor cluster performance and status. Which technology should you use?


  1. Azure HDInsight .NET SDK

  2. Azure HDInsight REST API

  3. Ambari REST API

  4. Azure Log Analytics

  5. Ambari Web UI


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Answer: E


Explanation:

Ambari is the recommended tool for monitoring utilization across the whole cluster. The Ambari dashboard shows easily glanceable widgets that display metrics such as CPU, network, YARN memory, and HDFS disk usage. The specific metrics shown depend on cluster type. The “Hosts” tab shows metrics for individual nodes so you can ensure the load on your cluster is evenly distributed. The Apache Ambari project is aimed at making Hadoop management simpler by developing software for provisioning, managing, and monitoring Apache Hadoop clusters. Ambari provides an intuitive, easy-to-use Hadoop management web UI backed by its RESTful APIs.

References:

https://azure.microsoft.com/en-us/blog/monitoring-on-hdinsight-part-1-an-overview/ https://ambari.apache.org/


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Question: 85


You configure monitoring for a Microsoft Azure SQL Data Warehouse implementation. The implementation uses PolyBase to load data from comma-separated value (CSV) files stored in Azure Data Lake Gen 2 using an external table.


Files with an invalid schema cause errors to occur. You need to monitor for an invalid schema error. For which error should you monitor?


  1. EXTERNAL TABLE access failed due to internal error: 'Java exception raised on call to HdfsBridge_Connect: Error

    [com.microsoft.polybase.client.KerberosSecureLogin] occurred while accessing external files.'

  2. EXTERNAL TABLE access failed due to internal error: 'Java exception raised on call to HdfsBridge_Connect: Error [No FileSystem for scheme: wasbs] occurred while accessing external file.'

  3. Cannot execute the query "Remote Query" against OLE DB provider "SQLNCLI11": for linked server "(null)", Query aborted- the maximum reject threshold (o

    rows) was reached while regarding from an external source: 1 rows rejected out of total 1 rows processed.

  4. EXTERNAL TABLE access failed due to internal error: 'Java exception raised on call to HdfsBridge_Connect: Error [Unable to instantiate LoginClass] occurred

while accessing external files.'


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Answer: C


Explanation: Customer Scenario:

SQL Server 2016 or SQL DW connected to Azure blob storage. The CREATE EXTERNAL TABLE DDL points to a directory (and not a specific file) and the directory contains files with different schemas. SSMS Error:

Select query on the external table gives the following error: Msg 7320, Level 16, State 110, Line 14

Cannot execute the query "Remote Query" against OLE DB provider "SQLNCLI11" for linked server "(null)". Query aborted-- the maximum reject threshold (0 rows) was reached while reading from an external source: 1 rows rejected out of total 1 rows processed.

Possible Reason:

The reason this error happens is because each file has different schema. The PolyBase external table DDL when pointed to a directory recursively reads all the files in that directory. When a column or data type mismatch happens, this error could be seen in SSMS.

Possible Solution:

If the data for each table consists of one file, then use the filename in the LOCATION section prepended by the directory of the external files. If there are multiple files per table, put each set of files into different directories in Azure Blob Storage and then you can point LOCATION to the directory instead of a particular file. The latter suggestion is the best practices recommended by SQLCAT even if you have one file per table.

Incorrect Answers:

A: Possible Reason: Kerberos is not enabled in Hadoop Cluster. References:

https://techcommunity.microsoft.com/t5/DataCAT/PolyBase-Setup-Errors-and-Possible- Solutions/ba-p/305297


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Question: 86


DRAG DROP

A company builds an application to allow developers to share and compare code. The conversations, code snippets, and links shared by people in the application are stored in a Microsoft Azure SQL Database instance. The application allows for searches of historical conversations and code snippets. When users share code snippets, the code snippet is compared against previously share code snippets by using a combination of Transact-SQL functions including SUBSTRING, FIRST_VALUE, and SQRT. If a match is found, a link to the match is added to the conversation.

Customers report the following issues: Delays occur during live conversations

A delay occurs before matching links appear after code snippets are added to conversations You need to resolve the performance issues.

Which technologies should you use? To answer, drag the appropriate technologies to the correct issues. Each technology 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.

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Answer:


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Explanation:

Box 1: memory-optimized table

In-Memory OLTP can provide great performance benefits for transaction processing, data ingestion, and transient data scenarios.

Box 2: materialized view

To support efficient querying, a common solution is to generate, in advance, a view that materializes the data in a format suited to the required results set. The Materialized View pattern describes generating prepopulated views of data in environments where the source data isn't in a suitable format for querying, where generating a suitable query is difficult, or where query performance is poor due to the nature of the data or the data store.

These materialized views, which only contain data required by a query, allow applications to quickly obtain the information they need. In addition to joining tables or combining data entities, materialized views can include the current values of calculated columns or data items, the results of combining values or executing transformations on the data items, and values specified as part of the query. A materialized view can even be optimized for just a single query.

References:

https://docs.microsoft.com/en-us/azure/architecture/patterns/materialized-view


Microsoft DP-200 Exam (Implementing an Azure Data Solution) Detailed Information

Microsoft Certification Program benefits
Learn about the benefits of the Microsoft Certification Program. Find answers to frequently asked questions regarding program benefits and Microsoft accounts.
Program benefits
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Q. What are the benefits of achieving a Microsoft Certification?
Microsoft Certification is an industry standard that is recognised worldwide. After you earn your Microsoft Certification, you have access to a number of benefits, which can be found on your benefits and exams dashboard.
Q. What will I find on the benefits and exams dashboard and who has access?
Individuals who have passed a Microsoft exam have access to the benefits and exams dashboard.
On the site, you will find:
A downloadable version of your certificate (you can order a printed copy); MOS members will need their Certiport login information
Your official Microsoft Certification downloadable transcript and access to the transcript-sharing tool
A tool to create and download certification logos
Your contact preferences and profile
Your Certification Planner
A sign up for the MCP Flash newsletters
Promotional offers, discounts and additional services
Q. What is a Charter certificate?
Charter Members are the pioneering group of individuals who achieve a certification within six months following the retail release date of the certification. (People who pass the beta exams will receive the Charter certificate after the certification is commercially released.) Charter Members are recognised by being given the Charter version of the certificate acknowledging their early adoption of the technology solution. The Charter version of the certificate includes the word "Charter".
Q. Which certifications are eligible for Charter status?
If you have any of the following certifications, you are eligible for the Charter certificate: Microsoft Certified Solutions Associate (MCSA), Microsoft Certified Solutions Expert (MCSE), Microsoft Certified Solutions Developer (MCSD), Microsoft Certified Technology Specialist (MCTS), Microsoft Certified IT Professional (MCITP), Microsoft Certified Solutions Master (MCSM), or Microsoft Certified Professional Developer (MCPD). Exceptions include those certifications that are released when the technology covered is no longer the latest version of the technology. These include the MCSA: Windows 7, the MCSA: SQL Server 2008 and the MCSA: Windows Server 2008.
In addition, Microsoft Specialist (Specialist) certifications released in and after September 2015 are also eligible for Charter status, including all Windows 10, Big Data Analytics and Cloud Data Platform Specialist certifications.
Q. How much time do I have to order my Charter certificate?
You can digitally download or order your Charter certificate at any point after it is earned.
Q. When does the Charter certificate period start for localised exams?
The six-month "clock" start time is based on the earliest time the certification can be earned, which is typically based on English-language exam availability. For example, if an exam is available in German two months after the English version is available, the German candidate has only four more months to earn a Charter certificate.
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Through this initiative, Microsoft convenes a coalition of public, private and non-profit organisations that are interested in contributing expertise, cash and in-kind resources to help U.S. veterans and their spouses build the skills and access the resources that they need to be successful in today's workforce.
Accessing the benefits and exams dashboard
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Q. How do I qualify for access to the benefits and exams dashboard?
The benefits and exams dashboard is available if you have passed a Microsoft qualified exam. It provides customised resources specific to your achievements and certifications.
Sign in to the benefits and exams dashboard
Q. How do I access the Microsoft Certification benefits and exams dashboard for the first time?
After you pass your first Microsoft Certification exam, you will receive a welcome email message outlining the steps needed to gain access to the benefits and exams dashboard. Please check your junk folder to ensure that the automatic email message is not blocked by your spam filter. Here are the instructions you will receive in the email message.
Create a Microsoft account if you don't already have one.
On your first visit, click on the link provided in the email and use your Microsoft account to log in to the benefits and exams dashboard.
Note This must be done within 90 days of receiving the email to meet security requirements.
In some cases, you may be required to enter your Microsoft Certification ID (MC ID) and temporary access code, which will be supplied in the email message.
On future visits, log in to the benefits and exams dashboard using the same Microsoft account.
For assistance, go to Microsoft training and certification help.
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Your MC ID is shown in your welcome email as well as in the profile information on the benefits and exams dashboard. If you are unable to access the benefits and exams dashboard, contact your Microsoft Regional Service Centre for assistance.
Q. What is the access code required for the benefits and exams dashboard?
An access code is a unique code that allows first-time access to the benefits and exams dashboard and, if required, is provided in your welcome email. You can only use the access code to sign in to the benefits and exams dashboard for the first time. If you misplace your code or it has retired, contact your Microsoft Regional Service Centre for assistance.
Q. How long does it take for my data to update after accessing the benefits and exams dashboard for the first time?
After you register, you must wait 24 hours before accessing your program benefits.
Q. I am a returning user and cannot access the benefits and exams dashboard. How do I gain access?
If you cannot remember the Microsoft account information associated with your account, or you have other difficulty accessing the benefits and exams dashboard, contact the Microsoft Regional Service Centre in your area.
Note If you have a Hotmail account, MSN email account or Microsoft Passport, it is your Microsoft account.
Q. I saved the URL to my Microsoft Certification Program benefits in my Favourites, but when I navigate there I am redirected to a sign-in page, not the page I am trying to access.
Because online benefits are available only to eligible Microsoft Certification Program members, you must enter your Microsoft account credentials to access your online benefits. After your account is authenticated, you will be redirected to the page you are trying to access.
Q. Why is my name on the benefits and exams dashboard different from what it is in my Microsoft Personal Profile?
You are required to use your legal name for the benefits and exams dashboard. The Microsoft Personal Profile is associated with your Microsoft account.
Q. How do I update my legal name?
To update your legal name, contact your Microsoft Regional Service Centre.
Q. How do I update the information in my Microsoft Personal Profile?
You can update your Microsoft Personal Profile in the Profile Centre.
To change the name that is associated with your Microsoft Certification ID (formerly, MCP ID), contact your Microsoft Regional Service Centre.
Q. I updated my email address at the Profile Centre, but it was not changed on my Microsoft Certification transcript. What is wrong?
It can take up to 48 hours for changes in your profile to appear on your Microsoft Certification transcript. Check your transcript later to verify that your email address has been updated.
Q. I entered an email address in my Microsoft Personal Profile, but the email field is still blank. What happened?
After you update your Personal Profile, a message is sent to the email address noted in your profile. For the changes to be saved, you must follow the instructions in the email message to confirm the update. Otherwise, the email address in your profile will be removed because it has not been confirmed.
Q. How do I use the Microsoft Certification logos, and what are my rights and responsibilities when I use them?
When you access the logo tool, you are required to read and accept the MCP logo guidelines to correctly promote your relationship with Microsoft and to protect the integrity of the logos. You must sign in to the benefits and exams dashboard in order to access these guidelines.
Q. How can I download electronic files of Microsoft Certification logos?
Logos are available for download from the benefits and exams dashboard.
Q. I passed a test a week ago and I want to print my logo, but I cannot select it for printing.
The test that you passed might not qualify you to print that specific logo. If you believe this is an error, contact the Microsoft Regional Service Centre.
Q. How do I report misuse of a Microsoft Certification logo?
Contact the Microsoft Regional Service Centre.
Microsoft account and Profile Centre
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Q. What is Microsoft account?
Microsoft account (formerly Windows Live ID) enables you to simply use your email address and password to sign in. After you create your Microsoft account, you can access all Microsoft account sites and services. If you already have an MSN Hotmail, MSN Messenger or Passport account, it is your Microsoft account.
Learn more about Microsoft account.
Q. If I do not have a Microsoft account, do I need to set one up to access the benefits and exams dashboard?
Yes. You can sign up for a Microsoft account now. You will not be able to access the benefits and exams dashboard without one.
Q. If I already have a Microsoft account, can I use it to access the benefits and exams dashboard?
Yes.
Q. I do not remember the Microsoft account I used to access the benefits and exams dashboard. What should I do?
If you cannot remember the Microsoft account that you used to access the benefits and exams dashboard, contact your Microsoft Regional Service Centre for assistance.
Q. Will my Microsoft account expire?
If your Microsoft account is unused for one year, your Microsoft account may expire, and you may need to re-establish a Microsoft account.
Q. How do I update my profile?
Log in to the benefits and exams dashboard and, under the Account menu in the top right corner of the page, click Profile settings.
Q. What should I regularly update in my profile?
Update the following information to ensure that you receive communications from Microsoft:
Your contact preferences: Specify whether you want to receive promotional information about Microsoft products, services and events.
Your personal information: View, add or edit your personal contact information, such as your email address, business or personal address and phone numbers.
Your business information: View, add or edit information about your job and your organisation so that we can personalise content and recommend materials that match your job, organisation or industry.
Your technology preferences: View, add or edit information about your technology interests so that we can personalise content and recommend materials that match your interests.
Q. What if I do not want to receive email messages from Microsoft?
You are under no obligation to receive email messages from Microsoft. However, if you indicate that you do not want to receive communications from Microsoft through email, you cannot receive e-newsletters, such as the MCP Flash and MCT Flash. These communications provide up-to-date information on changes in training and certification resources, such as discontinued exams, Microsoft Certified Professional (MCP) benefits and special offers.
Q. How do I ensure that I receive communications by email?
Visit the Microsoft Profile Centre to indicate that you want to receive email messages from Microsoft.
Sign in to the Microsoft Profile Center to view and update your profile
Profile Center screenshot
Click My Contact Preferences, located on either the Profile Centre home page (shown above) or on the left-hand side of the page (shown below). Select E-Mail Address, and then click Save.
Note You can always unsubscribe from selected e-newsletters. However, if you do not select the E-Mail Address option, Microsoft cannot send you any information by email, including product notifications and news.
My Contact Preferences screenshot
Sign-up for e-newsletters: Select Manage Subscriptions on the left-hand side of the page. Tick all of the subscriptions that you want to receive, and then click Subscribe. You can also unsubscribe from publications.
Accessing your transcript
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Q. Where can I find my transcript or see which exams I have passed?
Access your transcript from the benefits and exams dashboard.
Under the section called Transcript, click on the View link.
Q. How do I give my employer or others access to my transcript via a secure connection that they can trust?
Microsoft offers a tool called Transcript Sharing, which can be accessed from the benefits and exams dashboard. Under the section called Transcript, click the Share link.
You will be asked to create an Access Code (which can be changed at any time) and given a Transcript ID. You will then provide these two codes to your selected audience, along with a URL to view your transcript.
Q. I have certifications from multiple providers; can I combine all my credentials into one transcript?
Microsoft has worked with the IT Certification Council (ITCC), along with other industry certification providers, to provide MCPs with the opportunity to create one transcript across providers. Under the Transcript section of the benefits and exams dashboard, click Create a multi-vendor transcript. You will then be asked to provide your transcript sharing codes. The transcript sharing code can be found by clicking Share your transcript.
Q. What if I cannot print or access my transcript?
If you cannot print or access your transcript, contact your Microsoft Regional Service Centre.
To ensure a prompt response:
Use the email address associated with your Microsoft Certification ID (MC ID), if possible.
Have your Microsoft Certification ID number available.
If you do not know your Microsoft Certification ID, have other information available, such as your address, telephone number, exam numbers and completion dates.
Q. I viewed my transcript but it is missing data. Why can't I see all my data?
It can take up to two weeks for Microsoft to receive and process your exam records. If it has been more than two weeks since you took your exam, and the results still do not appear on your transcript, or if you notice any other problems, contact your Microsoft Regional Service Centre.
Training and certification from Microsoft
Fulfill your potential and make the most of your investment in Microsoft technology with certification, classroom training, e-learning, and books from Microsoft and Microsoft Learning Partners.
Certifications
A Microsoft Certification validates your expertise in a Microsoft technology. As a Microsoft Certified Professional, you’ll have access to community resources and tools that allow you to exchange ideas with peers, increase your knowledge and skills, and broaden your career opportunities.
Microsoft Certified Trainers
Microsoft Certified Trainers (MCTs) are classroom and e-learning instructors, training and certification consultants, authors, conference presenters, and user group leaders who combine their expertise, experience, and passion for training and leadership to help Microsoft customers and partners realize their full learning potential.
Microsoft Learning Partners
Microsoft Partners with the Learning competency (Learning Partners) are training companies that meet stringent Microsoft qualifications to train IT professionals and developers on Microsoft technologies.
Microsoft Imagine Academy
The Microsoft Imagine Academy program connects the world of education to the world of work by enabling faculty and students to acquire new technology skills in an academic setting.
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