{"id":50878,"date":"2023-02-16T01:12:38","date_gmt":"2023-02-16T01:12:38","guid":{"rendered":"https:\/\/www.dumpsbase.com\/freedumps\/?p=50878"},"modified":"2023-04-19T02:51:23","modified_gmt":"2023-04-19T02:51:23","slug":"pass-data-engineering-on-microsoft-azure-dp-203-exam-with-updated-dumpsbase-dp-203-dumps","status":"publish","type":"post","link":"https:\/\/www.dumpsbase.com\/freedumps\/pass-data-engineering-on-microsoft-azure-dp-203-exam-with-updated-dumpsbase-dp-203-dumps.html","title":{"rendered":"Pass Data Engineering on Microsoft Azure DP-203 Exam with Updated DumpsBase DP-203 Dumps"},"content":{"rendered":"\n<p>If you are seeking reliable and updated DP-203 exam materials online to prepare for the Data Engineering on Microsoft Azure certification exam, DumpsBase offers the most comprehensive and valid DP-203 exam dumps to help you succeed in your career. Our DP-203 exam questions and answers in DP-203 dumps V17.02 are designed by certified experts with extensive knowledge and experience in the field, and they cover all the latest exam objectives and topics. With our DP-203 exam dumps, you can practice with real exam questions and improve your skills and knowledge to pass the exam with ease. We guarantee that our DP-203 exam questions will help you achieve the Data Engineering on Microsoft Azure certification and advance your career in the field. Start your DP-203 exam preparation with DumpsBase today and pass the exam on your first attempt.<\/p>\n<h2>Check <span style=\"color: #99cc00;\">Free Microsoft DP-203 Dumps Demo<\/span> First Before Getting The Updated Version<\/h2>\n<script>\n\t  window.fbAsyncInit = function() {\n\t    FB.init({\n\t      appId            : '622169541470367',\n\t      autoLogAppEvents : true,\n\t      xfbml            : true,\n\t      version          : 'v3.1'\n\t    });\n\t  };\n\t\n\t  (function(d, s, id){\n\t     var js, fjs = d.getElementsByTagName(s)[0];\n\t     if (d.getElementById(id)) {return;}\n\t     js = d.createElement(s); js.id = id;\n\t     js.src = \"https:\/\/connect.facebook.net\/en_US\/sdk.js\";\n\t     fjs.parentNode.insertBefore(js, fjs);\n\t   }(document, 'script', 'facebook-jssdk'));\n\t<\/script><script type=\"text\/javascript\" >\ndocument.addEventListener(\"DOMContentLoaded\", function(event) { \nif(!window.jQuery) alert(\"The important jQuery library is not properly loaded in your site. Your WordPress theme is probably missing the essential wp_head() call. You can switch to another theme and you will see that the plugin works fine and this notice disappears. If you are still not sure what to do you can contact us for help.\");\n});\n<\/script>  \n  \n<div  id=\"watupro_quiz\" class=\"quiz-area single-page-quiz\">\n<p id=\"submittingExam7136\" style=\"display:none;text-align:center;\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/plugins\/watupro\/img\/loading.gif\" width=\"16\" height=\"16\"><\/p>\n\n<div class=\"watupro-exam-description\" id=\"description-quiz-7136\"><\/div>\n\n<form action=\"\" method=\"post\" class=\"quiz-form\" id=\"quiz-7136\"  enctype=\"multipart\/form-data\" >\n<div class='watu-question ' id='question-1' style=';'><div id='questionWrap-1'  class='   watupro-question-id-259232'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>1. <\/span>Topic 1, Contoso Case <br \/>\r<br><br \/>\r<br>Case Study <br \/>\r<br>Transactional Date <br \/>\r<br>Contoso has three years of customer, transactional, operation, sourcing, and supplier data comprised of 10 billion records stored across multiple on-premises Microsoft SQL Server servers. The SQL server instances contain data from various operational systems. The data is loaded into the instances by using SQL server integration Services (SSIS) packages. <br \/>\r<br><br \/>\r<br>You estimate that combining all product sales transactions into a company-wide sales transactions dataset will result in a single table that contains 5 billion rows, with one row per transaction. <br \/>\r<br>Most queries targeting the sales transactions data will be used to identify which products were sold in retail stores and which products were sold online during different time period. Sales transaction data that is older than three years will be removed monthly. <br \/>\r<br><br \/>\r<br>You plan to create a retail store table that will contain the address of each retail store. The table will be approximately 2 MB. Queries for retail store sales will include the retail store addresses. <br \/>\r<br>You plan to create a promotional table that will contain a promotion ID. The promotion ID will be associated to a specific product. The product will be identified by a product ID. The table will be approximately 5 GB. <br \/>\r<br><br \/>\r<br>Streaming Twitter Data <br \/>\r<br>The ecommerce department at Contoso develops and Azure logic app that captures trending Twitter feeds referencing the company\u2019s products and pushes the products to Azure Event Hubs. <br \/>\r<br><br \/>\r<br>Planned Changes <br \/>\r<br>Contoso plans to implement the following changes: <br \/>\r<br>* Load the sales transaction dataset to Azure Synapse Analytics. <br \/>\r<br>* Integrate on-premises data stores with Azure Synapse Analytics by using SSIS packages. <br \/>\r<br>* Use Azure Synapse Analytics to analyze Twitter feeds to assess customer sentiments about products. <br \/>\r<br><br \/>\r<br>Sales Transaction Dataset Requirements <br \/>\r<br>Contoso identifies the following requirements for the sales transaction dataset: <br \/>\r<br>&#8226; Partition data that contains sales transaction records. Partitions must be designed to provide efficient loads by month. Boundary values must belong: to the partition on the right. <br \/>\r<br>&#8226; Ensure that queries joining and filtering sales transaction records based on product ID complete as quickly as possible. <br \/>\r<br>&#8226; Implement a surrogate key to account for changes to the retail store addresses. <br \/>\r<br>&#8226; Ensure that data storage costs and performance are predictable. <br \/>\r<br>&#8226; Minimize how long it takes to remove old records. Customer Sentiment Analytics Requirement <br \/>\r<br><br \/>\r<br>Contoso identifies the following requirements for customer sentiment analytics: <br \/>\r<br>&#8226; Allow Contoso users to use PolyBase in an Aure Synapse Analytics dedicated SQL pool to query the content of the data records that host the Twitter feeds. Data must be protected by using row-level security (RLS). The users must be authenticated by using their own AureAD credentials. <br \/>\r<br>&#8226; Maximize the throughput of ingesting Twitter feeds from Event Hubs to Azure Storage <br \/>\r<br>without purchasing additional throughput or capacity units. <br \/>\r<br>&#8226; Store Twitter feeds in Azure Storage by using Event Hubs Capture. The feeds will be converted into Parquet files. <br \/>\r<br>&#8226; Ensure that the data store supports Azure AD-based access control down to the object level. <br \/>\r<br>&#8226; Minimize administrative effort to maintain the Twitter feed data records. <br \/>\r<br>&#8226; Purge Twitter feed data records;itftaitJ are older than two years. <br \/>\r<br><br \/>\r<br>Data Integration Requirements <br \/>\r<br>Contoso identifies the following requirements for data integration: <br \/>\r<br>Use an Azure service that leverages the existing SSIS packages to ingest on-premises data into datasets stored in a dedicated SQL pool of Azure Synaps Analytics and transform the data. <br \/>\r<br>Identify a process to ensure that changes to the ingestion and transformation activities can be version controlled and developed independently by multiple data engineers. <br \/>\r<br><br \/>\r<br>HOTSPOT <br \/>\r<br>You need to design an analytical storage solution for the transactional data. The solution must meet the sales transaction dataset requirements. <br \/>\r<br>What should you include in the solution? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point. <br \/>\r<br><br><img decoding=\"async\" width=523 height=228 id=\"\u56fe\u7247 13\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/04\/image001-1.png\"><br><\/div><input type='hidden' name='question_id[]' id='qID_1' value='259232' \/><input type='hidden' id='answerType259232' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-259232[]' id='textarea_q_259232' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-2' style=';'><div id='questionWrap-2'  class='   watupro-question-id-259233'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>2. <\/span>DRAG DROP <br \/>\r<br>You need to implement versioned changes to the integration pipelines. The solution must meet the data integration requirements. <br \/>\r<br>In which order should you perform the actions? To answer, move all actions from the list of actions to the answer area and arrange them in the correct order. <br \/>\r<br><br><img decoding=\"async\" width=649 height=259 id=\"\u56fe\u7247 7\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/04\/image003-11.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_2' value='259233' \/><input type='hidden' id='answerType259233' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-259233[]' id='textarea_q_259233' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-3' style=';'><div id='questionWrap-3'  class='   watupro-question-id-259234'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>3. <\/span>HOTSPOT <br \/>\r<br>You need to design a data ingestion and storage solution for the Twitter feeds. The solution must meet the customer sentiment analytics requirements. <br \/>\r<br>What should you include in the solution? To answer, select the appropriate options in the answer area. NOTE: Each correct selection b worth one point. <br \/>\r<br><br><img decoding=\"async\" width=649 height=178 id=\"\u56fe\u7247 1\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/04\/image005-12.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_3' value='259234' \/><input type='hidden' id='answerType259234' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-259234[]' id='textarea_q_259234' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-4' style=';'><div id='questionWrap-4'  class='   watupro-question-id-259235'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>4. <\/span>DRAG DROP <br \/>\r<br>You need to ensure that the Twitter feed data can be analyzed in the dedicated SQL pool. <br \/>\r<br>The solution must meet the customer sentiment analytics requirements. <br \/>\r<br>Which three Transaction-SQL DDL commands should you run in sequence? To answer, move the appropriate commands from the list of commands to the answer area and arrange them in the correct order. NOTE: More than one order of answer choices is correct. You will receive credit for any of the correct orders you select. <br \/>\r<br><br><img decoding=\"async\" width=649 height=163 id=\"\u56fe\u7247 9\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/04\/image007-11.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_4' value='259235' \/><input type='hidden' id='answerType259235' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-259235[]' id='textarea_q_259235' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-5' style=';'><div id='questionWrap-5'  class='   watupro-question-id-259236'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>5. <\/span>HOTSPOT <br \/>\r<br>You need to design a data storage structure for the product sales transactions. The solution must meet the sales transaction dataset requirements. <br \/>\r<br>What should you include in the solution? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point. <br \/>\r<br><br><img decoding=\"async\" width=649 height=192 id=\"\u56fe\u7247 11\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/04\/image009-9.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_5' value='259236' \/><input type='hidden' id='answerType259236' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-259236[]' id='textarea_q_259236' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-6' style=';'><div id='questionWrap-6'  class='   watupro-question-id-259237'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>6. <\/span>You need to integrate the on-premises data sources and Azure Synapse Analytics. The solution must meet the data integration requirements. <br \/>\r<br>Which type of integration runtime should you use?<\/div><input type='hidden' name='question_id[]' id='qID_6' value='259237' \/><input type='hidden' id='answerType259237' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259237[]' id='answer-id-1023579' class='answer   answerof-259237 ' value='1023579'   \/><label for='answer-id-1023579' id='answer-label-1023579' class=' answer'><span>Azure-SSIS integration runtime<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259237[]' id='answer-id-1023580' class='answer   answerof-259237 ' value='1023580'   \/><label for='answer-id-1023580' id='answer-label-1023580' class=' answer'><span>self-hosted integration runtime<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259237[]' id='answer-id-1023581' class='answer   answerof-259237 ' value='1023581'   \/><label for='answer-id-1023581' id='answer-label-1023581' class=' answer'><span>Azure integration runtime<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-7' style=';'><div id='questionWrap-7'  class='   watupro-question-id-259238'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>7. <\/span>You need to implement the surrogate key for the retail store table. The solution must meet the sales transaction dataset requirements. <br \/>\r<br>What should you create?<\/div><input type='hidden' name='question_id[]' id='qID_7' value='259238' \/><input type='hidden' id='answerType259238' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259238[]' id='answer-id-1023582' class='answer   answerof-259238 ' value='1023582'   \/><label for='answer-id-1023582' id='answer-label-1023582' class=' answer'><span>a table that has an IDENTITY property<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259238[]' id='answer-id-1023583' class='answer   answerof-259238 ' value='1023583'   \/><label for='answer-id-1023583' id='answer-label-1023583' class=' answer'><span>a system-versioned temporal table<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259238[]' id='answer-id-1023584' class='answer   answerof-259238 ' value='1023584'   \/><label for='answer-id-1023584' id='answer-label-1023584' class=' answer'><span>a user-defined SEQUENCE object<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259238[]' id='answer-id-1023585' class='answer   answerof-259238 ' value='1023585'   \/><label for='answer-id-1023585' id='answer-label-1023585' class=' answer'><span>a table that has a FOREIGN KEY constraint<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-8' style=';'><div id='questionWrap-8'  class='   watupro-question-id-259239'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>8. <\/span>HOTSPOT <br \/>\r<br>You need to design the partitions for the product sales transactions. The solution must meet the sales transaction dataset requirements. <br \/>\r<br>What should you include in the solution? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point. <br \/>\r<br><br><img decoding=\"async\" width=650 height=284 id=\"\u56fe\u7247 3\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/04\/image011-11.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_8' value='259239' \/><input type='hidden' id='answerType259239' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-259239[]' id='textarea_q_259239' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-9' style=';'><div id='questionWrap-9'  class='   watupro-question-id-259240'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>9. <\/span>You need to design a data retention solution for the Twitter teed data records. The solution must meet the customer sentiment analytics requirements. <br \/>\r<br>Which Azure Storage functionality should you include in the solution?<\/div><input type='hidden' name='question_id[]' id='qID_9' value='259240' \/><input type='hidden' id='answerType259240' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259240[]' id='answer-id-1023587' class='answer   answerof-259240 ' value='1023587'   \/><label for='answer-id-1023587' id='answer-label-1023587' class=' answer'><span>time-based retention<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259240[]' id='answer-id-1023588' class='answer   answerof-259240 ' value='1023588'   \/><label for='answer-id-1023588' id='answer-label-1023588' class=' answer'><span>change feed<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259240[]' id='answer-id-1023589' class='answer   answerof-259240 ' value='1023589'   \/><label for='answer-id-1023589' id='answer-label-1023589' class=' answer'><span>soft delete<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259240[]' id='answer-id-1023590' class='answer   answerof-259240 ' value='1023590'   \/><label for='answer-id-1023590' id='answer-label-1023590' class=' answer'><span>Iifecycle management<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-10' style=';'><div id='questionWrap-10'  class='   watupro-question-id-259241'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>10. <\/span>HOTSPOT <br \/>\r<br>You need to implement an Azure Synapse Analytics database object for storing the sales transactions data. The solution must meet the sales transaction dataset requirements. <br \/>\r<br>What solution must meet the sales transaction dataset requirements. <br \/>\r<br>What should you do? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point. <br \/>\r<br><br><img decoding=\"async\" width=650 height=273 id=\"\u56fe\u7247 5\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/04\/image013-9.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_10' value='259241' \/><input type='hidden' id='answerType259241' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-259241[]' id='textarea_q_259241' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-11' style=';'><div id='questionWrap-11'  class='   watupro-question-id-259242'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>11. <\/span>You need to design a data retention solution for the Twitter feed data records. The solution must meet the customer sentiment analytics requirements. <br \/>\r<br>Which Azure Storage functionality should you include in the solution?<\/div><input type='hidden' name='question_id[]' id='qID_11' value='259242' \/><input type='hidden' id='answerType259242' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259242[]' id='answer-id-1023592' class='answer   answerof-259242 ' value='1023592'   \/><label for='answer-id-1023592' id='answer-label-1023592' class=' answer'><span>change feed<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259242[]' id='answer-id-1023593' class='answer   answerof-259242 ' value='1023593'   \/><label for='answer-id-1023593' id='answer-label-1023593' class=' answer'><span>soft delete<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259242[]' id='answer-id-1023594' class='answer   answerof-259242 ' value='1023594'   \/><label for='answer-id-1023594' id='answer-label-1023594' class=' answer'><span>time-based retention<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259242[]' id='answer-id-1023595' class='answer   answerof-259242 ' value='1023595'   \/><label for='answer-id-1023595' id='answer-label-1023595' class=' answer'><span>lifecycle management<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-12' style=';'><div id='questionWrap-12'  class='   watupro-question-id-259243'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>12. <\/span>Topic 2, Litware, inc. <br \/>\r<br><br \/>\r<br>Case study <br \/>\r<br>This is a case study. Case studies are not timed separately. You can use as much exam time as you would like to complete each case. However, there may be additional case studies and sections on this exam. You must manage your time to ensure that you are able to complete all questions included on this exam in the time provided. <br \/>\r<br><br \/>\r<br>To answer the questions included in a case study, you will need to reference information that is provided in the case study. Case studies might contain exhibits and other resources that provide more information about the scenario that is described in the case study. Each question is independent of the other questions in this case study. <br \/>\r<br><br \/>\r<br>At the end of this case study, a review screen will appear. This screen allows you to review your answers and to make changes before you move to the next section of the exam. After you begin a new section, you cannot return to this section. <br \/>\r<br><br \/>\r<br>To start the case study <br \/>\r<br>To display the first question in this case study, click the Next button. Use the buttons in the left pane to explore the content of the case study before you answer the questions. Clicking these buttons displays information such as business requirements, existing environment, and problem statements. If the case study has an All Information tab, note that the information displayed is identical to the information displayed on the subsequent tabs. When you are ready to answer a question, click the Question button to return to the question. <br \/>\r<br><br \/>\r<br>Overview <br \/>\r<br>Litware, Inc. owns and operates 300 convenience stores across the US. The company sells a variety of packaged foods and drinks, as well as a variety of prepared foods, such as sandwiches and pizzas. <br \/>\r<br><br \/>\r<br>Litware has a loyalty club whereby members can get daily discounts on specific items by providing their membership number at checkout. <br \/>\r<br><br \/>\r<br>Litware employs business analysts who prefer to analyze data by using Microsoft Power BI, and data scientists who prefer analyzing data in Azure Databricks notebooks. <br \/>\r<br><br \/>\r<br>Requirements <br \/>\r<br>Business Goals <br \/>\r<br>Litware wants to create a new analytics environment in Azure to meet the following requirements: <br \/>\r<br>&#10001; See inventory levels across the stores. Data must be updated as close to real time as possible. <br \/>\r<br>&#10001; Execute ad hoc analytical queries on historical data to identify whether the loyalty club discounts increase sales of the discounted products. <br \/>\r<br>&#10001; Every four hours, notify store employees about how many prepared food items to produce based on historical demand from the sales data. <br \/>\r<br><br \/>\r<br>Technical Requirements <br \/>\r<br>Litware identifies the following technical requirements: <br \/>\r<br>&#10001; Minimize the number of different Azure services needed to achieve the business goals. <br \/>\r<br>&#10001; Use platform as a service (PaaS) offerings whenever possible and avoid having to provision virtual machines that must be managed by Litware. <br \/>\r<br>&#10001; Ensure that the analytical data store is accessible only to the company's on-premises network and Azure services. <br \/>\r<br>&#10001; Use Azure Active Directory (Azure AD) authentication whenever possible. <br \/>\r<br>&#10001; Use the principle of least privilege when designing security. <br \/>\r<br>&#10001; Stage Inventory data in Azure Data Lake Storage Gen2 before loading the data into the analytical data store. Litware wants to remove transient data from Data Lake Storage once the data is no longer in use. Files that have a modified date that is older than 14 days must be removed. <br \/>\r<br>&#10001; Limit the business analysts' access to customer contact information, such as phone numbers, because this type of data is not analytically relevant. <br \/>\r<br>&#10001; Ensure that you can quickly restore a copy of the analytical data store within one hour in the event of corruption or accidental deletion. <br \/>\r<br><br \/>\r<br>Planned Environment <br \/>\r<br>Litware plans to implement the following environment: <br \/>\r<br>&#10001; The application development team will create an Azure event hub to receive real-time sales data, including store number, date, time, product ID, customer loyalty number, price, and discount amount, from the point of sale (POS) system and output the data to data storage in Azure. <br \/>\r<br>&#10001; Customer data, including name, contact information, and loyalty number, comes from Salesforce, a SaaS application, and can be imported into Azure once every eight hours. Row modified dates are not trusted in the source table. <br \/>\r<br>&#10001; Product data, including product ID, name, and category, comes from Salesforce and can be imported into Azure once every eight hours. Row modified dates are not trusted in the source table. <br \/>\r<br>&#10001; Daily inventory data comes from a Microsoft SQL server located on a private network. <br \/>\r<br>&#10001; Litware currently has 5 TB of historical sales data and 100 GB of customer data. The company expects approximately 100 GB of new data per month for the next year. <br \/>\r<br>&#10001; Litware will build a custom application named FoodPrep to provide store employees with the calculation results of how many prepared food items to produce every four hours. <br \/>\r<br>&#10001; Litware does not plan to implement Azure ExpressRoute or a VPN between the on-premises network and Azure. <br \/>\r<br><br \/>\r<br>HOTSPOT <br \/>\r<br>Which Azure Data Factory components should you recommend using together to import the daily inventory data from the SQL server to Azure Data Lake Storage? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point. <br \/>\r<br><br><img decoding=\"async\" width=573 height=421 id=\"\u56fe\u7247 15\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/04\/image015-2.png\"><br><\/div><input type='hidden' name='question_id[]' id='qID_12' value='259243' \/><input type='hidden' id='answerType259243' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-259243[]' id='textarea_q_259243' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-13' style=';'><div id='questionWrap-13'  class='   watupro-question-id-259244'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>13. <\/span>What should you recommend using to secure sensitive customer contact information?<\/div><input type='hidden' name='question_id[]' id='qID_13' value='259244' \/><input type='hidden' id='answerType259244' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259244[]' id='answer-id-1023597' class='answer   answerof-259244 ' value='1023597'   \/><label for='answer-id-1023597' id='answer-label-1023597' class=' answer'><span>data labels<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259244[]' id='answer-id-1023598' class='answer   answerof-259244 ' value='1023598'   \/><label for='answer-id-1023598' id='answer-label-1023598' class=' answer'><span>column-level security<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259244[]' id='answer-id-1023599' class='answer   answerof-259244 ' value='1023599'   \/><label for='answer-id-1023599' id='answer-label-1023599' class=' answer'><span>row-level security<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259244[]' id='answer-id-1023600' class='answer   answerof-259244 ' value='1023600'   \/><label for='answer-id-1023600' id='answer-label-1023600' class=' answer'><span>Transparent Data Encryption (TDE)<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-14' style=';'><div id='questionWrap-14'  class='   watupro-question-id-259245'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>14. <\/span>What should you do to improve high availability of the real-time data processing solution?<\/div><input type='hidden' name='question_id[]' id='qID_14' value='259245' \/><input type='hidden' id='answerType259245' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259245[]' id='answer-id-1023601' class='answer   answerof-259245 ' value='1023601'   \/><label for='answer-id-1023601' id='answer-label-1023601' class=' answer'><span>Deploy identical Azure Stream Analytics jobs to paired regions in Azure.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259245[]' id='answer-id-1023602' class='answer   answerof-259245 ' value='1023602'   \/><label for='answer-id-1023602' id='answer-label-1023602' class=' answer'><span>Deploy a High Concurrency Databricks cluster.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259245[]' id='answer-id-1023603' class='answer   answerof-259245 ' value='1023603'   \/><label for='answer-id-1023603' id='answer-label-1023603' class=' answer'><span>Deploy an Azure Stream Analytics job and use an Azure Automation runbook to check the status of the job and to start the job if it stops.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259245[]' id='answer-id-1023604' class='answer   answerof-259245 ' value='1023604'   \/><label for='answer-id-1023604' id='answer-label-1023604' class=' answer'><span>Set Data Lake Storage to use geo-redundant storage (GRS).<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-15' style=';'><div id='questionWrap-15'  class='   watupro-question-id-259246'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>15. <\/span>What should you recommend to prevent users outside the Litware on-premises network from accessing the analytical data store?<\/div><input type='hidden' name='question_id[]' id='qID_15' value='259246' \/><input type='hidden' id='answerType259246' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259246[]' id='answer-id-1023605' class='answer   answerof-259246 ' value='1023605'   \/><label for='answer-id-1023605' id='answer-label-1023605' class=' answer'><span>a server-level virtual network rule<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259246[]' id='answer-id-1023606' class='answer   answerof-259246 ' value='1023606'   \/><label for='answer-id-1023606' id='answer-label-1023606' class=' answer'><span>a database-level virtual network rule<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259246[]' id='answer-id-1023607' class='answer   answerof-259246 ' value='1023607'   \/><label for='answer-id-1023607' id='answer-label-1023607' class=' answer'><span>a database-level firewall IP rule<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259246[]' id='answer-id-1023608' class='answer   answerof-259246 ' value='1023608'   \/><label for='answer-id-1023608' id='answer-label-1023608' class=' answer'><span>a server-level firewall IP rule<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-16' style=';'><div id='questionWrap-16'  class='   watupro-question-id-259247'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>16. <\/span>Topic 3, Mix Questions <br \/>\r<br><br \/>\r<br>You have an Azure Synapse Analytics Apache Spark pool named Pool1. <br \/>\r<br>You plan to load JSON files from an Azure Data Lake Storage Gen2 container into the tables in Pool1. The structure and data types vary by file. <br \/>\r<br>You need to load the files into the tables. The solution must maintain the source data types. <br \/>\r<br>What should you do?<\/div><input type='hidden' name='question_id[]' id='qID_16' value='259247' \/><input type='hidden' id='answerType259247' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259247[]' id='answer-id-1023609' class='answer   answerof-259247 ' value='1023609'   \/><label for='answer-id-1023609' id='answer-label-1023609' class=' answer'><span>Use a Get Metadata activity in Azure Data Factory.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259247[]' id='answer-id-1023610' class='answer   answerof-259247 ' value='1023610'   \/><label for='answer-id-1023610' id='answer-label-1023610' class=' answer'><span>Use a Conditional Split transformation in an Azure Synapse data flow.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259247[]' id='answer-id-1023611' class='answer   answerof-259247 ' value='1023611'   \/><label for='answer-id-1023611' id='answer-label-1023611' class=' answer'><span>Load the data by using the OPEHROwset Transact-SQL command in an Azure Synapse Anarytics serverless SQL pool.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259247[]' id='answer-id-1023612' class='answer   answerof-259247 ' value='1023612'   \/><label for='answer-id-1023612' id='answer-label-1023612' class=' answer'><span>Load the data by using PySpark.<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-17' style=';'><div id='questionWrap-17'  class='   watupro-question-id-259248'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>17. <\/span>You are designing a solution that will copy Parquet files stored in an Azure Blob storage account to an Azure Data Lake Storage Gen2 account. <br \/>\r<br>The data will be loaded daily to the data lake and will use a folder structure of {Year}\/{Month}\/{Day}\/. <br \/>\r<br>You need to design a daily Azure Data Factory data load to minimize the data transfer between the two <br \/>\r<br>accounts. <br \/>\r<br>Which two configurations should you include in the design? Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point.<\/div><input type='hidden' name='question_id[]' id='qID_17' value='259248' \/><input type='hidden' id='answerType259248' value='checkbox'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-259248[]' id='answer-id-1023613' class='answer   answerof-259248 ' value='1023613'   \/><label for='answer-id-1023613' id='answer-label-1023613' class=' answer'><span>Delete the files in the destination before loading new data.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-259248[]' id='answer-id-1023614' class='answer   answerof-259248 ' value='1023614'   \/><label for='answer-id-1023614' id='answer-label-1023614' class=' answer'><span>Filter by the last modified date of the source files.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-259248[]' id='answer-id-1023615' class='answer   answerof-259248 ' value='1023615'   \/><label for='answer-id-1023615' id='answer-label-1023615' class=' answer'><span>Delete the source files after they are copied.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-259248[]' id='answer-id-1023616' class='answer   answerof-259248 ' value='1023616'   \/><label for='answer-id-1023616' id='answer-label-1023616' class=' answer'><span>Specify a file naming pattern for the destination.<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-18' style=';'><div id='questionWrap-18'  class='   watupro-question-id-259249'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>18. <\/span>DRAG DROP <br \/>\r<br>You plan to create a table in an Azure Synapse Analytics dedicated SQL pool. <br \/>\r<br>Data in the table will be retained for five years. Once a year, data that is older than five years will be deleted. <br \/>\r<br>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. <br \/>\r<br>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. <br \/>\r<br><br><img decoding=\"async\" width=649 height=359 id=\"\u56fe\u7247 250\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/04\/image017-9.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_18' value='259249' \/><input type='hidden' id='answerType259249' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-259249[]' id='textarea_q_259249' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-19' style=';'><div id='questionWrap-19'  class='   watupro-question-id-259250'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>19. <\/span>You are performing exploratory analysis of the bus fare data in an Azure Data Lake Storage Gen2 account by using an Azure Synapse Analytics serverless SQL pool. <br \/>\r<br>You execute the Transact-SQL query shown in the following exhibit. <br \/>\r<br><br><img decoding=\"async\" width=428 height=264 id=\"\u56fe\u7247 254\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/04\/image019-2.png\"><br><br \/>\r<br>What do the query results include?<\/div><input type='hidden' name='question_id[]' id='qID_19' value='259250' \/><input type='hidden' id='answerType259250' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259250[]' id='answer-id-1023618' class='answer   answerof-259250 ' value='1023618'   \/><label for='answer-id-1023618' id='answer-label-1023618' class=' answer'><span>Only CSV files in the tripdata_2020 subfolder.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259250[]' id='answer-id-1023619' class='answer   answerof-259250 ' value='1023619'   \/><label for='answer-id-1023619' id='answer-label-1023619' class=' answer'><span>All files that have file names that beginning with &quot;tripdata_2020&quot;.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259250[]' id='answer-id-1023620' class='answer   answerof-259250 ' value='1023620'   \/><label for='answer-id-1023620' id='answer-label-1023620' class=' answer'><span>All CSV files that have file names that contain &quot;tripdata_2020&quot;.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259250[]' id='answer-id-1023621' class='answer   answerof-259250 ' value='1023621'   \/><label for='answer-id-1023621' id='answer-label-1023621' class=' answer'><span>Only CSV that have file names that beginning with &quot;tripdata_2020&quot;.<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-20' style=';'><div id='questionWrap-20'  class='   watupro-question-id-259251'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>20. <\/span>You are designing the folder structure for an Azure Data Lake Storage Gen2 container. <br \/>\r<br>Users will query data by using a variety of services including Azure Databricks and Azure Synapse Analytics serverless SQL pools. The data will be secured by subject area. Most queries will include data from the current year or current month. <br \/>\r<br>Which folder structure should you recommend to support fast queries and simplified folder security?<\/div><input type='hidden' name='question_id[]' id='qID_20' value='259251' \/><input type='hidden' id='answerType259251' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259251[]' id='answer-id-1023622' class='answer   answerof-259251 ' value='1023622'   \/><label for='answer-id-1023622' id='answer-label-1023622' class=' answer'><span>\/{SubjectArea}\/{DataSource}\/{DD}\/{MM}\/{YYYY}\/{FileData}_{YYYY}_{MM}_{DD}.csv<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259251[]' id='answer-id-1023623' class='answer   answerof-259251 ' value='1023623'   \/><label for='answer-id-1023623' id='answer-label-1023623' class=' answer'><span>\/{DD}\/{MM}\/{YYYY}\/{SubjectArea}\/{DataSource}\/{FileData}_{YYYY}_{MM}_{DD}.csv<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259251[]' id='answer-id-1023624' class='answer   answerof-259251 ' value='1023624'   \/><label for='answer-id-1023624' id='answer-label-1023624' class=' answer'><span>\/{YYYY}\/{MM}\/{DD}\/{SubjectArea}\/{DataSource}\/{FileData}_{YYYY}_{MM}_{DD}.csv<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259251[]' id='answer-id-1023625' class='answer   answerof-259251 ' value='1023625'   \/><label for='answer-id-1023625' id='answer-label-1023625' class=' answer'><span>\/{SubjectArea}\/{DataSource}\/{YYYY}\/{MM}\/{DD}\/{FileData}_{YYYY}_{MM}_{DD}.csv<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-21' style=';'><div id='questionWrap-21'  class='   watupro-question-id-259252'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>21. <\/span>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. <br \/>\r<br>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. <br \/>\r<br>You plan to create an Azure Databricks workspace that has a tiered structure. <br \/>\r<br>The workspace will contain the following three workloads: <br \/>\r<br>&#10001; A workload for data engineers who will use Python and SQL. <br \/>\r<br>&#10001; A workload for jobs that will run notebooks that use Python, Scala, and SOL. <br \/>\r<br>&#10001; A workload that data scientists will use to perform ad hoc analysis in Scala and R. <br \/>\r<br>The enterprise architecture team at your company identifies the following standards for <br \/>\r<br>Databricks environments: <br \/>\r<br>&#10001; The data engineers must share a cluster. <br \/>\r<br>&#10001; 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. <br \/>\r<br>&#10001; All the data scientists must be assigned their own cluster that terminates automatically after 120 minutes of inactivity. Currently, there are three data scientists. <br \/>\r<br>You need to create the Databricks clusters for the workloads. <br \/>\r<br>Solution: You create a High Concurrency cluster for each data scientist, a High Concurrency cluster for the data engineers, and a Standard cluster for the jobs. <br \/>\r<br>Does this meet the goal?<\/div><input type='hidden' name='question_id[]' id='qID_21' value='259252' \/><input type='hidden' id='answerType259252' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259252[]' id='answer-id-1023626' class='answer   answerof-259252 ' value='1023626'   \/><label for='answer-id-1023626' id='answer-label-1023626' class=' answer'><span>Yes<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259252[]' id='answer-id-1023627' class='answer   answerof-259252 ' value='1023627'   \/><label for='answer-id-1023627' id='answer-label-1023627' class=' answer'><span>No<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-22' style=';'><div id='questionWrap-22'  class='   watupro-question-id-259253'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>22. <\/span>You have an Azure Synapse Analytics dedicated SQL pool mat contains a table named dbo.Users. <br \/>\r<br>You need to prevent a group of users from reading user email addresses from dbo.Users. <br \/>\r<br>What should you use?<\/div><input type='hidden' name='question_id[]' id='qID_22' value='259253' \/><input type='hidden' id='answerType259253' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259253[]' id='answer-id-1023628' class='answer   answerof-259253 ' value='1023628'   \/><label for='answer-id-1023628' id='answer-label-1023628' class=' answer'><span>row-level security<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259253[]' id='answer-id-1023629' class='answer   answerof-259253 ' value='1023629'   \/><label for='answer-id-1023629' id='answer-label-1023629' class=' answer'><span>column-level security<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259253[]' id='answer-id-1023630' class='answer   answerof-259253 ' value='1023630'   \/><label for='answer-id-1023630' id='answer-label-1023630' class=' answer'><span>Dynamic data masking<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259253[]' id='answer-id-1023631' class='answer   answerof-259253 ' value='1023631'   \/><label for='answer-id-1023631' id='answer-label-1023631' class=' answer'><span>Transparent Data Encryption (TDD<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-23' style=';'><div id='questionWrap-23'  class='   watupro-question-id-259254'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>23. <\/span>CORRECT TEXT <br \/>\r<br>You have an Azure Storage account that generates 200.000 new files daily. The file names have a format of (YYY)\/(MM)\/(DD)\/|HH])\/(CustornerID).csv. <br \/>\r<br>You need to design an Azure Data Factory solution that will toad new data from the storage account to an Azure Data lake once hourly. The solution must minimize load times and costs. <br \/>\r<br>How should you configure the solution? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point. <br \/>\r<br><br><img decoding=\"async\" width=364 height=80 id=\"\u56fe\u7247 165\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/04\/image020-2.png\"><br><\/div><input type='hidden' name='question_id[]' id='qID_23' value='259254' \/><input type='hidden' id='answerType259254' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-259254[]' id='textarea_q_259254' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-24' style=';'><div id='questionWrap-24'  class='   watupro-question-id-259255'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>24. <\/span>You have a table in an Azure Synapse Analytics dedicated SQL pool. <br \/>\r<br>The table was created by using the following Transact-SQL statement. <br \/>\r<br><br><img decoding=\"async\" width=579 height=280 id=\"\u56fe\u7247 43\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/04\/image022-2.png\"><br><br \/>\r<br>You need to alter the table to meet the following requirements: <br \/>\r<br>&#10001; Ensure that users can identify the current manager of employees. <br \/>\r<br>&#10001; Support creating an employee reporting hierarchy for your entire company. <br \/>\r<br>&#10001; Provide fast lookup of the managers\u2019 attributes such as name and job title. <br \/>\r<br>Which column should you add to the table?<\/div><input type='hidden' name='question_id[]' id='qID_24' value='259255' \/><input type='hidden' id='answerType259255' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259255[]' id='answer-id-1023633' class='answer   answerof-259255 ' value='1023633'   \/><label for='answer-id-1023633' id='answer-label-1023633' class=' answer'><span>[ManagerEmployeeID] [int] NULL<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259255[]' id='answer-id-1023634' class='answer   answerof-259255 ' value='1023634'   \/><label for='answer-id-1023634' id='answer-label-1023634' class=' answer'><span>[ManagerEmployeeID] [smallint] NULL<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259255[]' id='answer-id-1023635' class='answer   answerof-259255 ' value='1023635'   \/><label for='answer-id-1023635' id='answer-label-1023635' class=' answer'><span>[ManagerEmployeeKey] [int] NULL<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259255[]' id='answer-id-1023636' class='answer   answerof-259255 ' value='1023636'   \/><label for='answer-id-1023636' id='answer-label-1023636' class=' answer'><span>[ManagerName] [varchar](200) NULL<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-25' style=';'><div id='questionWrap-25'  class='   watupro-question-id-259256'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>25. <\/span>You have the following Azure Data Factory pipelines <br \/>\r<br>&#8226; ingest Data from System 1 <br \/>\r<br>&#8226; Ingest Data from System2 <br \/>\r<br>&#8226; Populate Dimensions <br \/>\r<br>&#8226; Populate facts <br \/>\r<br>ingest Data from System1 and Ingest Data from System1 have no dependencies. Populate Dimensions must execute after Ingest Data from System1 and Ingest Data from System* Populate Facts must execute after the Populate Dimensions pipeline. All the pipelines must execute every eight hours. <br \/>\r<br>What should you do to schedule the pipelines for execution?<\/div><input type='hidden' name='question_id[]' id='qID_25' value='259256' \/><input type='hidden' id='answerType259256' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259256[]' id='answer-id-1023637' class='answer   answerof-259256 ' value='1023637'   \/><label for='answer-id-1023637' id='answer-label-1023637' class=' answer'><span>Add an event trigger to all four pipelines.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259256[]' id='answer-id-1023638' class='answer   answerof-259256 ' value='1023638'   \/><label for='answer-id-1023638' id='answer-label-1023638' class=' answer'><span>Create a parent pipeline that contains the four pipelines and use an event trigger.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259256[]' id='answer-id-1023639' class='answer   answerof-259256 ' value='1023639'   \/><label for='answer-id-1023639' id='answer-label-1023639' class=' answer'><span>Create a parent pipeline that contains the four pipelines and use a schedule trigger.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259256[]' id='answer-id-1023640' class='answer   answerof-259256 ' value='1023640'   \/><label for='answer-id-1023640' id='answer-label-1023640' class=' answer'><span>Add a schedule trigger to all four pipelines.<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-26' style=';'><div id='questionWrap-26'  class='   watupro-question-id-259257'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>26. <\/span>You are planning a solution to aggregate streaming data that originates in Apache Kafka and is output to Azure Data Lake Storage Gen2. The developers who will implement the stream processing solution use Java, Which service should you recommend using to process the streaming data?<\/div><input type='hidden' name='question_id[]' id='qID_26' value='259257' \/><input type='hidden' id='answerType259257' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259257[]' id='answer-id-1023641' class='answer   answerof-259257 ' value='1023641'   \/><label for='answer-id-1023641' id='answer-label-1023641' class=' answer'><span>Azure Data Factory<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259257[]' id='answer-id-1023642' class='answer   answerof-259257 ' value='1023642'   \/><label for='answer-id-1023642' id='answer-label-1023642' class=' answer'><span>Azure Stream Analytics<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259257[]' id='answer-id-1023643' class='answer   answerof-259257 ' value='1023643'   \/><label for='answer-id-1023643' id='answer-label-1023643' class=' answer'><span>Azure Databricks<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259257[]' id='answer-id-1023644' class='answer   answerof-259257 ' value='1023644'   \/><label for='answer-id-1023644' id='answer-label-1023644' class=' answer'><span>Azure Event Hubs<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-27' style=';'><div id='questionWrap-27'  class='   watupro-question-id-259258'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>27. <\/span>You have an Azure Factory instance named DF1 that contains a pipeline named PL1.PL1 includes a tumbling window trigger. <br \/>\r<br>You create five clones of PL1. You configure each clone pipeline to use a different data source. <br \/>\r<br>You need to ensure that the execution schedules of the clone pipeline match the execution <br \/>\r<br>schedule of PL1. <br \/>\r<br>What should you do?<\/div><input type='hidden' name='question_id[]' id='qID_27' value='259258' \/><input type='hidden' id='answerType259258' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259258[]' id='answer-id-1023645' class='answer   answerof-259258 ' value='1023645'   \/><label for='answer-id-1023645' id='answer-label-1023645' class=' answer'><span>Add a new trigger to each cloned pipeline<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259258[]' id='answer-id-1023646' class='answer   answerof-259258 ' value='1023646'   \/><label for='answer-id-1023646' id='answer-label-1023646' class=' answer'><span>Associate each cloned pipeline to an existing trigger.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259258[]' id='answer-id-1023647' class='answer   answerof-259258 ' value='1023647'   \/><label for='answer-id-1023647' id='answer-label-1023647' class=' answer'><span>Create a tumbling window trigger dependency for the trigger of PL1.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259258[]' id='answer-id-1023648' class='answer   answerof-259258 ' value='1023648'   \/><label for='answer-id-1023648' id='answer-label-1023648' class=' answer'><span>Modify the Concurrency setting of each pipeline.<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-28' style=';'><div id='questionWrap-28'  class='   watupro-question-id-259259'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>28. <\/span>DRAG DROP <br \/>\r<br>You need to create a partitioned table in an Azure Synapse Analytics dedicated SQL pool. <br \/>\r<br>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. <br \/>\r<br><br><img decoding=\"async\" width=649 height=167 id=\"\u56fe\u7247 101\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/04\/image023-5.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_28' value='259259' \/><input type='hidden' id='answerType259259' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-259259[]' id='textarea_q_259259' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-29' style=';'><div id='questionWrap-29'  class='   watupro-question-id-259260'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>29. <\/span>You plan to build a structured streaming solution in Azure Databricks. The solution will count new events in five-minute intervals and report only events that arrive during the interval. The output will be sent to a Delta Lake table. <br \/>\r<br>Which output mode should you use?<\/div><input type='hidden' name='question_id[]' id='qID_29' value='259260' \/><input type='hidden' id='answerType259260' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259260[]' id='answer-id-1023650' class='answer   answerof-259260 ' value='1023650'   \/><label for='answer-id-1023650' id='answer-label-1023650' class=' answer'><span>complete<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259260[]' id='answer-id-1023651' class='answer   answerof-259260 ' value='1023651'   \/><label for='answer-id-1023651' id='answer-label-1023651' class=' answer'><span>update<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259260[]' id='answer-id-1023652' class='answer   answerof-259260 ' value='1023652'   \/><label for='answer-id-1023652' id='answer-label-1023652' class=' answer'><span>append<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-30' style=';'><div id='questionWrap-30'  class='   watupro-question-id-259261'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>30. <\/span>HOTSPOT <br \/>\r<br>You use Azure Data Factory to prepare data to be queried by Azure Synapse Analytics serverless SQL pools. <br \/>\r<br>Files are initially ingested into an Azure Data Lake Storage Gen2 account as 10 small JSON files. Each file contains the same data attributes and data from a subsidiary of your company. <br \/>\r<br>You need to move the files to a different folder and transform the data to meet the following requirements: <br \/>\r<br>&#10001; Provide the fastest possible query times. <br \/>\r<br>&#10001; Automatically infer the schema from the underlying files. <br \/>\r<br>How should you configure the Data Factory copy activity? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point. <br \/>\r<br><br><img decoding=\"async\" width=385 height=308 id=\"\u56fe\u7247 79\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/04\/image025-2.png\"><br><\/div><input type='hidden' name='question_id[]' id='qID_30' value='259261' \/><input type='hidden' id='answerType259261' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-259261[]' id='textarea_q_259261' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-31' style=';'><div id='questionWrap-31'  class='   watupro-question-id-259262'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>31. <\/span>You have an Azure Synapse Analytics dedicated SQL pool. <br \/>\r<br>You need to ensure that data in the pool is encrypted at rest. The solution must NOT require modifying applications that query the data. <br \/>\r<br>What should you do?<\/div><input type='hidden' name='question_id[]' id='qID_31' value='259262' \/><input type='hidden' id='answerType259262' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259262[]' id='answer-id-1023654' class='answer   answerof-259262 ' value='1023654'   \/><label for='answer-id-1023654' id='answer-label-1023654' class=' answer'><span>Enable encryption at rest for the Azure Data Lake Storage Gen2 account.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259262[]' id='answer-id-1023655' class='answer   answerof-259262 ' value='1023655'   \/><label for='answer-id-1023655' id='answer-label-1023655' class=' answer'><span>Enable Transparent Data Encryption (TDE) for the pool.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259262[]' id='answer-id-1023656' class='answer   answerof-259262 ' value='1023656'   \/><label for='answer-id-1023656' id='answer-label-1023656' class=' answer'><span>Use a customer-managed key to enable double encryption for the Azure Synapse workspace.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259262[]' id='answer-id-1023657' class='answer   answerof-259262 ' value='1023657'   \/><label for='answer-id-1023657' id='answer-label-1023657' class=' answer'><span>Create an Azure key vault in the Azure subscription grant access to the pool.<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-32' style=';'><div id='questionWrap-32'  class='   watupro-question-id-259263'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>32. <\/span>You have an Azure Synapse Analytics dedicated SQL pool. <br \/>\r<br>You need to Create a fact table named Table1 that will store sales data from the last three years. The solution must be optimized for the following query operations: <br \/>\r<br>Show order counts by week. <br \/>\r<br>&#8226; Calculate sales totals by region. <br \/>\r<br>&#8226; Calculate sales totals by product. <br \/>\r<br>&#8226; Find all the orders from a given month. <br \/>\r<br>Which data should you use to partition Table1?<\/div><input type='hidden' name='question_id[]' id='qID_32' value='259263' \/><input type='hidden' id='answerType259263' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259263[]' id='answer-id-1023658' class='answer   answerof-259263 ' value='1023658'   \/><label for='answer-id-1023658' id='answer-label-1023658' class=' answer'><span>region<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259263[]' id='answer-id-1023659' class='answer   answerof-259263 ' value='1023659'   \/><label for='answer-id-1023659' id='answer-label-1023659' class=' answer'><span>product<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259263[]' id='answer-id-1023660' class='answer   answerof-259263 ' value='1023660'   \/><label for='answer-id-1023660' id='answer-label-1023660' class=' answer'><span>week<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259263[]' id='answer-id-1023661' class='answer   answerof-259263 ' value='1023661'   \/><label for='answer-id-1023661' id='answer-label-1023661' class=' answer'><span>month<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-33' style=';'><div id='questionWrap-33'  class='   watupro-question-id-259264'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>33. <\/span>You are designing 2 solution that will use tables in Delta Lake on Azure Databricks. <br \/>\r<br>You need to minimize how long it takes to perform the following: <br \/>\r<br>* Queries against non-partitioned tables <br \/>\r<br>* Joins on non-partitioned columns <br \/>\r<br>Which two options should you include in the solution? Each correct answer presents part of the solution. (Choose Correct Answer and Give Explanation and References to Support the answers based from Data Engineering on Microsoft Azure) <br \/>\r<br>A. Z-Ordering <br \/>\r<br>B. Apache Spark caching <br \/>\r<br>C. dynamic file pruning (DFP) <br \/>\r<br>D. the clone command<\/div><input type='hidden' name='question_id[]' id='qID_33' value='259264' \/><input type='hidden' id='answerType259264' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-259264[]' id='textarea_q_259264' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-34' style=';'><div id='questionWrap-34'  class='   watupro-question-id-259265'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>34. <\/span>You plan to create an Azure Synapse Analytics dedicated SQL pool. <br \/>\r<br>You need to minimize the time it takes to identify queries that return confidential information as defined by the company's data privacy regulations and the users who executed the queues. <br \/>\r<br>Which two components should you include in the solution? Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point.<\/div><input type='hidden' name='question_id[]' id='qID_34' value='259265' \/><input type='hidden' id='answerType259265' value='checkbox'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-259265[]' id='answer-id-1023663' class='answer   answerof-259265 ' value='1023663'   \/><label for='answer-id-1023663' id='answer-label-1023663' class=' answer'><span>sensitivity-classification labels applied to columns that contain confidential information<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-259265[]' id='answer-id-1023664' class='answer   answerof-259265 ' value='1023664'   \/><label for='answer-id-1023664' id='answer-label-1023664' class=' answer'><span>resource tags for databases that contain confidential information<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-259265[]' id='answer-id-1023665' class='answer   answerof-259265 ' value='1023665'   \/><label for='answer-id-1023665' id='answer-label-1023665' class=' answer'><span>audit logs sent to a Log Analytics workspace<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-259265[]' id='answer-id-1023666' class='answer   answerof-259265 ' value='1023666'   \/><label for='answer-id-1023666' id='answer-label-1023666' class=' answer'><span>dynamic data masking for columns that contain confidential information<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-35' style=';'><div id='questionWrap-35'  class='   watupro-question-id-259266'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>35. <\/span>HOTSPOT <br \/>\r<br>From a website analytics system, you receive data extracts about user interactions such as downloads, link clicks, form submissions, and video plays. <br \/>\r<br>The data contains the following columns. <br \/>\r<br><br><img decoding=\"async\" width=408 height=232 id=\"\u56fe\u7247 110\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/04\/image029-1.png\"><br><br \/>\r<br>You need to design a star schema to support analytical queries of the data. The star schema will contain four tables including a date dimension. <br \/>\r<br>To which table should you add each column? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point. <br \/>\r<br><br><img decoding=\"async\" width=347 height=411 id=\"\u56fe\u7247 111\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/04\/image030-1.png\"><br><\/div><input type='hidden' name='question_id[]' id='qID_35' value='259266' \/><input type='hidden' id='answerType259266' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-259266[]' id='textarea_q_259266' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-36' style=';'><div id='questionWrap-36'  class='   watupro-question-id-259267'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>36. <\/span>HOTSPOT <br \/>\r<br>You have an Azure Data Factory pipeline that has the activities shown in the following exhibit. <br \/>\r<br><br><img decoding=\"async\" width=649 height=224 id=\"\u56fe\u7247 259\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/04\/image032-5.jpg\"><br><br \/>\r<br>Use the drop-down menus to select the answer choice that completes each statement based on the information presented in the graphic. NOTE: Each correct selection is worth one point. <br \/>\r<br><br><img decoding=\"async\" width=649 height=198 id=\"\u56fe\u7247 260\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/04\/image033-5.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_36' value='259267' \/><input type='hidden' id='answerType259267' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-259267[]' id='textarea_q_259267' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-37' style=';'><div id='questionWrap-37'  class='   watupro-question-id-259268'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>37. <\/span>DRAG DROP <br \/>\r<br>You have an Azure subscription that contains an Azure Data Lake Storage Gen2 account named storage1. Storage1 contains a container named container1. Container1 contains a directory named directory1. Directory1 contains a file named file1. <br \/>\r<br>You have an Azure Active Directory (Azure AD) user named User1 that is assigned the Storage Blob Data Reader role for storage1. <br \/>\r<br>You need to ensure that User1 can append data to file1. The solution must use the principle of least privilege. <br \/>\r<br>Which permissions should you grant? To answer, drag the appropriate permissions to the correct resources. Each permission 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. <br \/>\r<br><br><img decoding=\"async\" width=598 height=237 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/04\/image036-1.png\"><br><\/div><input type='hidden' name='question_id[]' id='qID_37' value='259268' \/><input type='hidden' id='answerType259268' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-259268[]' id='textarea_q_259268' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-38' style=';'><div id='questionWrap-38'  class='   watupro-question-id-259269'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>38. <\/span>HOTSPOT <br \/>\r<br>You have an Azure Synapse Analytics dedicated SQL pool that contains the users shown in the following table. <br \/>\r<br><br><img decoding=\"async\" width=288 height=83 id=\"\u56fe\u7247 113\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/04\/image038-1.png\"><br><br \/>\r<br>User1 executes a query on the database, and the query returns the results shown in the following exhibit. <br \/>\r<br><br><img decoding=\"async\" width=649 height=307 id=\"\u56fe\u7247 114\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/04\/image039-6.jpg\"><br><br \/>\r<br>User1 is the only user who has access to the unmasked data. <br \/>\r<br>Use the drop-down menus to select the answer choice that completes each statement based on the information presented in the graphic. NOTE: Each correct selection is worth one point. <br \/>\r<br><br><img decoding=\"async\" width=649 height=339 id=\"\u56fe\u7247 115\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/04\/image040-6.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_38' value='259269' \/><input type='hidden' id='answerType259269' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-259269[]' id='textarea_q_259269' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-39' style=';'><div id='questionWrap-39'  class='   watupro-question-id-259270'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>39. <\/span>HOTSPOT <br \/>\r<br>A company plans to use Platform-as-a-Service (PaaS) to create the new data pipeline process. <br \/>\r<br>The process must meet the following requirements: <br \/>\r<br>Ingest: <br \/>\r<br>&#10001; Access multiple data sources. <br \/>\r<br>&#10001; Provide the ability to orchestrate workflow. <br \/>\r<br>&#10001; Provide the capability to run SQL Server Integration Services packages. <br \/>\r<br>Store: <br \/>\r<br>&#10001; Optimize storage for big data workloads. <br \/>\r<br>&#10001; Provide encryption of data at rest. <br \/>\r<br>&#10001; Operate with no size limits. <br \/>\r<br>Prepare and Train: <br \/>\r<br>&#10001; Provide a fully-managed and interactive workspace for exploration and visualization. <br \/>\r<br>&#10001; Provide the ability to program in R, SQL, Python, Scala, and Java. <br \/>\r<br>&#10001; Provide seamless user authentication with Azure Active Directory. <br \/>\r<br>Model &amp; Serve: <br \/>\r<br>&#10001; Implement native columnar storage. <br \/>\r<br>&#10001; Support for the SQL language <br \/>\r<br>&#10001; Provide support for structured streaming. <br \/>\r<br>You need to build the data integration pipeline. <br \/>\r<br>Which technologies should you use? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point. <br \/>\r<br><br><img decoding=\"async\" width=632 height=627 id=\"\u56fe\u7247 159\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/04\/image042-2.png\"><br><\/div><input type='hidden' name='question_id[]' id='qID_39' value='259270' \/><input type='hidden' id='answerType259270' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-259270[]' id='textarea_q_259270' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-40' style=';'><div id='questionWrap-40'  class='   watupro-question-id-259271'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>40. <\/span>HOTSPOT <br \/>\r<br>You have an Azure Data Factory instance named ADF1 and two Azure Synapse Analytics workspaces named WS1 and WS2. <br \/>\r<br>ADF1 contains the following pipelines: <br \/>\r<br>&#10001; P1: Uses a copy activity to copy data from a nonpartitioned table in a dedicated SQL pool of WS1 to an Azure Data Lake Storage Gen2 account <br \/>\r<br>&#10001; P2: Uses a copy activity to copy data from text-delimited files in an Azure Data Lake Storage Gen2 account to a nonpartitioned table in a dedicated SQL pool of WS2 <br \/>\r<br>You need to configure P1 and P2 to maximize parallelism and performance. <br \/>\r<br>Which dataset settings should you configure for the copy activity if each pipeline? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point. <br \/>\r<br><br><img decoding=\"async\" width=624 height=402 id=\"\u56fe\u7247 81\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/04\/image044-1.png\"><br><\/div><input type='hidden' name='question_id[]' id='qID_40' value='259271' \/><input type='hidden' id='answerType259271' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-259271[]' id='textarea_q_259271' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-41' style=';'><div id='questionWrap-41'  class='   watupro-question-id-259272'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>41. <\/span>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. <br \/>\r<br>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. <br \/>\r<br>You plan to create an Azure Databricks workspace that has a tiered structure. <br \/>\r<br>The workspace will contain the following three workloads: <br \/>\r<br>&#10001; A workload for data engineers who will use Python and SQL. <br \/>\r<br>&#10001; A workload for jobs that will run notebooks that use Python, Scala, and SOL. <br \/>\r<br>&#10001; A workload that data scientists will use to perform ad hoc analysis in Scala and R. <br \/>\r<br>The enterprise architecture team at your company identifies the following standards for Databricks environments: <br \/>\r<br>&#10001; The data engineers must share a cluster. <br \/>\r<br>&#10001; 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. <br \/>\r<br>&#10001; All the data scientists must be assigned their own cluster that terminates automatically after 120 minutes of inactivity. Currently, there are three data scientists. <br \/>\r<br>You need to create the Databricks clusters for the workloads. <br \/>\r<br>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. <br \/>\r<br>Does this meet the goal?<\/div><input type='hidden' name='question_id[]' id='qID_41' value='259272' \/><input type='hidden' id='answerType259272' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259272[]' id='answer-id-1023673' class='answer   answerof-259272 ' value='1023673'   \/><label for='answer-id-1023673' id='answer-label-1023673' class=' answer'><span>Yes<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259272[]' id='answer-id-1023674' class='answer   answerof-259272 ' value='1023674'   \/><label for='answer-id-1023674' id='answer-label-1023674' class=' answer'><span>No<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-42' style=';'><div id='questionWrap-42'  class='   watupro-question-id-259273'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>42. <\/span>You have an Azure Synapse Analystics dedicated SQL pool that contains a table named Contacts. Contacts contains a column named Phone. <br \/>\r<br>You need to ensure that users in a specific role only see the last four digits of a phone number when querying the Phone column. <br \/>\r<br>What should you include in the solution?<\/div><input type='hidden' name='question_id[]' id='qID_42' value='259273' \/><input type='hidden' id='answerType259273' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259273[]' id='answer-id-1023675' class='answer   answerof-259273 ' value='1023675'   \/><label for='answer-id-1023675' id='answer-label-1023675' class=' answer'><span>a default value<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259273[]' id='answer-id-1023676' class='answer   answerof-259273 ' value='1023676'   \/><label for='answer-id-1023676' id='answer-label-1023676' class=' answer'><span>dynamic data masking<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259273[]' id='answer-id-1023677' class='answer   answerof-259273 ' value='1023677'   \/><label for='answer-id-1023677' id='answer-label-1023677' class=' answer'><span>row-level security (RLS)<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259273[]' id='answer-id-1023678' class='answer   answerof-259273 ' value='1023678'   \/><label for='answer-id-1023678' id='answer-label-1023678' class=' answer'><span>column encryption<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259273[]' id='answer-id-1023679' class='answer   answerof-259273 ' value='1023679'   \/><label for='answer-id-1023679' id='answer-label-1023679' class=' answer'><span>table partitions<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-43' style=';'><div id='questionWrap-43'  class='   watupro-question-id-259274'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>43. <\/span>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. <br \/>\r<br>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. <br \/>\r<br>You plan to create an Azure Databricks workspace that has a tiered structure. <br \/>\r<br>The workspace will contain the following three workloads: <br \/>\r<br>&#10001; A workload for data engineers who will use Python and SQL. <br \/>\r<br>&#10001; A workload for jobs that will run notebooks that use Python, Scala, and SOL. <br \/>\r<br>&#10001; A workload that data scientists will use to perform ad hoc analysis in Scala and R. <br \/>\r<br>The enterprise architecture team at your company identifies the following standards for Databricks environments: <br \/>\r<br>&#10001; The data engineers must share a cluster. <br \/>\r<br>&#10001; 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. <br \/>\r<br>&#10001; All the data scientists must be assigned their own cluster that terminates automatically after 120 minutes of inactivity. Currently, there are three data scientists. <br \/>\r<br>You need to create the Databricks clusters for the workloads. <br \/>\r<br>Solution: You create a Standard cluster for each data scientist, a Standard cluster for the data engineers, and a High Concurrency cluster for the jobs. <br \/>\r<br>Does this meet the goal?<\/div><input type='hidden' name='question_id[]' id='qID_43' value='259274' \/><input type='hidden' id='answerType259274' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259274[]' id='answer-id-1023680' class='answer   answerof-259274 ' value='1023680'   \/><label for='answer-id-1023680' id='answer-label-1023680' class=' answer'><span>Yes<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259274[]' id='answer-id-1023681' class='answer   answerof-259274 ' value='1023681'   \/><label for='answer-id-1023681' id='answer-label-1023681' class=' answer'><span>No<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-44' style=';'><div id='questionWrap-44'  class='   watupro-question-id-259275'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>44. <\/span>You need to design a solution that will process streaming data from an Azure Event Hub and output the data to Azure Data Lake Storage. The solution must ensure that analysts can interactively query the streaming data. <br \/>\r<br>What should you use?<\/div><input type='hidden' name='question_id[]' id='qID_44' value='259275' \/><input type='hidden' id='answerType259275' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259275[]' id='answer-id-1023682' class='answer   answerof-259275 ' value='1023682'   \/><label for='answer-id-1023682' id='answer-label-1023682' class=' answer'><span>event triggers in Azure Data Factory<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259275[]' id='answer-id-1023683' class='answer   answerof-259275 ' value='1023683'   \/><label for='answer-id-1023683' id='answer-label-1023683' class=' answer'><span>Azure Stream Analytics and Azure Synapse notebooks<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259275[]' id='answer-id-1023684' class='answer   answerof-259275 ' value='1023684'   \/><label for='answer-id-1023684' id='answer-label-1023684' class=' answer'><span>Structured Streaming in Azure Databricks<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259275[]' id='answer-id-1023685' class='answer   answerof-259275 ' value='1023685'   \/><label for='answer-id-1023685' id='answer-label-1023685' class=' answer'><span>Azure Queue storage and read-access geo-redundant storage (RA-GRS)<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-45' style=';'><div id='questionWrap-45'  class='   watupro-question-id-259276'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>45. <\/span>HOTSPOT <br \/>\r<br>You have an Azure subscription that contains an Azure Synapse Analytics workspace named workspace1. Workspace1 contains a dedicated SQL pool named SQL Pool and an Apache Spark pool named sparkpool. Sparkpool1 contains a DataFrame named pyspark.df. <br \/>\r<br>You need to write the contents of pyspark_df to a tabte in SQLPooM by using a PySpark notebook. <br \/>\r<br>How should you complete the code? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point. <br \/>\r<br><br><img decoding=\"async\" width=511 height=161 id=\"\u56fe\u7247 324\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/04\/image046-1.png\"><br><\/div><input type='hidden' name='question_id[]' id='qID_45' value='259276' \/><input type='hidden' id='answerType259276' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-259276[]' id='textarea_q_259276' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-46' style=';'><div id='questionWrap-46'  class='   watupro-question-id-259277'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>46. <\/span>HOTSPOT <br \/>\r<br>You have an Azure Synapse Analytics dedicated SQL pool. <br \/>\r<br>You need to create a table named FactInternetSales that will be a large fact table in a dimensional model. FactInternetSales will contain 100 million rows and two columns named SalesAmount and OrderQuantity. Queries executed on FactInternetSales will aggregate the values in SalesAmount and OrderQuantity from the last year for a specific product. The solution must minimize the data size and query execution time. <br \/>\r<br>How should you complete the code? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point. <br \/>\r<br><br><img decoding=\"async\" width=583 height=686 id=\"\u56fe\u7247 338\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/04\/image048.png\"><br><\/div><input type='hidden' name='question_id[]' id='qID_46' value='259277' \/><input type='hidden' id='answerType259277' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-259277[]' id='textarea_q_259277' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-47' style=';'><div id='questionWrap-47'  class='   watupro-question-id-259278'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>47. <\/span>HOTSPOT <br \/>\r<br>You configure version control for an Azure Data Factory instance as shown in the following exhibit. <br \/>\r<br><br><img decoding=\"async\" width=649 height=403 id=\"\u56fe\u7247 212\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/04\/image051-3.jpg\"><br><br \/>\r<br>Use the drop-down menus to select the answer choice that completes each statement based on the information presented in the graphic. NOTE: Each correct selection is worth one point. <br \/>\r<br><br><img decoding=\"async\" width=649 height=214 id=\"\u56fe\u7247 213\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/04\/image052-3.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_47' value='259278' \/><input type='hidden' id='answerType259278' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-259278[]' id='textarea_q_259278' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-48' style=';'><div id='questionWrap-48'  class='   watupro-question-id-259279'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>48. <\/span>You are designing an enterprise data warehouse in Azure Synapse Analytics that will contain a table named Customers. Customers will contain credit card information. <br \/>\r<br>You need to recommend a solution to provide salespeople with the ability to view all the entries in Customers. <br \/>\r<br>The solution must prevent all the salespeople from viewing or inferring the credit card information. <br \/>\r<br>What should you include in the recommendation?<\/div><input type='hidden' name='question_id[]' id='qID_48' value='259279' \/><input type='hidden' id='answerType259279' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259279[]' id='answer-id-1023689' class='answer   answerof-259279 ' value='1023689'   \/><label for='answer-id-1023689' id='answer-label-1023689' class=' answer'><span>data masking<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259279[]' id='answer-id-1023690' class='answer   answerof-259279 ' value='1023690'   \/><label for='answer-id-1023690' id='answer-label-1023690' class=' answer'><span>Always Encrypted<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259279[]' id='answer-id-1023691' class='answer   answerof-259279 ' value='1023691'   \/><label for='answer-id-1023691' id='answer-label-1023691' class=' answer'><span>column-level security<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259279[]' id='answer-id-1023692' class='answer   answerof-259279 ' value='1023692'   \/><label for='answer-id-1023692' id='answer-label-1023692' class=' answer'><span>row-level security<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-49' style=';'><div id='questionWrap-49'  class='   watupro-question-id-259280'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>49. <\/span>HOTSPOT <br \/>\r<br>You have an Azure Data Factory pipeline that has the activity shown in the following exhibit. <br \/>\r<br><br><img decoding=\"async\" width=569 height=176 id=\"\u56fe\u7247 272\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/04\/image054.png\"><br><br \/>\r<br>Use the drop-down menus to select the answer choice that completes each statement based on the information presented in the graphic. <br \/>\r<br><br><img decoding=\"async\" width=569 height=264 id=\"\u56fe\u7247 273\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/04\/image055.png\"><br><\/div><input type='hidden' name='question_id[]' id='qID_49' value='259280' \/><input type='hidden' id='answerType259280' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-259280[]' id='textarea_q_259280' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-50' style=';'><div id='questionWrap-50'  class='   watupro-question-id-259281'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>50. <\/span>You have an Azure Synapse Analytics dedicated SQL pool that contains a large fact table. <br \/>\r<br>The table contains 50 columns and 5 billion rows and is a heap. <br \/>\r<br>Most queries against the table aggregate values from approximately 100 million rows and return only two columns. <br \/>\r<br>You discover that the queries against the fact table are very slow. <br \/>\r<br>Which type of index should you add to provide the fastest query times?<\/div><input type='hidden' name='question_id[]' id='qID_50' value='259281' \/><input type='hidden' id='answerType259281' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259281[]' id='answer-id-1023694' class='answer   answerof-259281 ' value='1023694'   \/><label for='answer-id-1023694' id='answer-label-1023694' class=' answer'><span>nonclustered columnstore<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259281[]' id='answer-id-1023695' class='answer   answerof-259281 ' value='1023695'   \/><label for='answer-id-1023695' id='answer-label-1023695' class=' answer'><span>clustered columnstore<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259281[]' id='answer-id-1023696' class='answer   answerof-259281 ' value='1023696'   \/><label for='answer-id-1023696' id='answer-label-1023696' class=' answer'><span>nonclustered<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259281[]' id='answer-id-1023697' class='answer   answerof-259281 ' value='1023697'   \/><label for='answer-id-1023697' id='answer-label-1023697' class=' answer'><span>clustered<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-51' style=';'><div id='questionWrap-51'  class='   watupro-question-id-259282'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>51. <\/span>You have an Azure Synapse Analytics dedicated SQL pool that contains a table named Table1. <br \/>\r<br>You have files that are ingested and loaded into an Azure Data Lake Storage Gen2 container named container1. <br \/>\r<br>You plan to insert data from the files into Table1 and azure Data Lake Storage Gen2 container named container1. <br \/>\r<br>You plan to insert data from the files into Table1 and transform the data. Each row of data in the files will produce one row in the serving layer of Table1. <br \/>\r<br>You need to ensure that when the source data files are loaded to container1, the DateTime is stored as an additional column in Table1. <br \/>\r<br>Solution: In an Azure Synapse Analytics pipeline, you use a Get Metadata activity that retrieves the DateTime of the files. <br \/>\r<br>Does this meet the goal?<\/div><input type='hidden' name='question_id[]' id='qID_51' value='259282' \/><input type='hidden' id='answerType259282' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259282[]' id='answer-id-1023698' class='answer   answerof-259282 ' value='1023698'   \/><label for='answer-id-1023698' id='answer-label-1023698' class=' answer'><span>Yes<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259282[]' id='answer-id-1023699' class='answer   answerof-259282 ' value='1023699'   \/><label for='answer-id-1023699' id='answer-label-1023699' class=' answer'><span>No<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-52' style=';'><div id='questionWrap-52'  class='   watupro-question-id-259283'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>52. <\/span>DRAG DROP <br \/>\r<br>You have an Azure Data Lake Storage Gen2 account that contains a JSON file for customers. The file contains two attributes named FirstName and LastName. <br \/>\r<br>You need to copy the data from the JSON file to an Azure Synapse Analytics table by using Azure Databricks. A new column must be created that concatenates the FirstName and LastName values. <br \/>\r<br>You create the following components: <br \/>\r<br>&#10001; A destination table in Azure Synapse <br \/>\r<br>&#10001; An Azure Blob storage container <br \/>\r<br>&#10001; A service principal <br \/>\r<br>In which order should you perform the actions? To answer, move the appropriate actions from the list of actions to the answer area and arrange them in the correct order. <br \/>\r<br><br><img decoding=\"async\" width=649 height=161 id=\"\u56fe\u7247 312\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/04\/image057-2.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_52' value='259283' \/><input type='hidden' id='answerType259283' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-259283[]' id='textarea_q_259283' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-53' style=';'><div id='questionWrap-53'  class='   watupro-question-id-259284'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>53. <\/span>HOTSPOT <br \/>\r<br>You have a data model that you plan to implement in a data warehouse in Azure Synapse Analytics as shown in the following exhibit. <br \/>\r<br><br><img decoding=\"async\" width=624 height=362 id=\"\u56fe\u7247 263\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/04\/image059.png\"><br><br \/>\r<br>All the dimension tables will be less than 2 GB after compression, and the fact table will be approximately 6 TB. <br \/>\r<br>Which type of table should you use for each table? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point. <br \/>\r<br><br><img decoding=\"async\" width=480 height=609 id=\"\u56fe\u7247 264\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/04\/image060.png\"><br><\/div><input type='hidden' name='question_id[]' id='qID_53' value='259284' \/><input type='hidden' id='answerType259284' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-259284[]' id='textarea_q_259284' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-54' style=';'><div id='questionWrap-54'  class='   watupro-question-id-259285'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>54. <\/span>HOTSPOT <br \/>\r<br>You are designing an Azure Stream Analytics solution that receives instant messaging data from an Azure Event Hub. <br \/>\r<br>You need to ensure that the output from the Stream Analytics job counts the number of messages per time zone every 15 seconds. <br \/>\r<br>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. <br \/>\r<br><br><img decoding=\"async\" width=649 height=270 id=\"\u56fe\u7247 36\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/04\/image062-2.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_54' value='259285' \/><input type='hidden' id='answerType259285' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-259285[]' id='textarea_q_259285' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-55' style=';'><div id='questionWrap-55'  class='   watupro-question-id-259286'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>55. <\/span>HOTSPOT <br \/>\r<br>You are designing an application that will store petabytes of medical imaging data. <br \/>\r<br>When the data is first created, the data will be accessed frequently during the first week. After one month, the data must be accessible within 30 seconds, but files will be accessed infrequently. After one year, the data will be accessed infrequently but must be accessible within five minutes. <br \/>\r<br>You need to select a storage strategy for the data. The solution must minimize costs. <br \/>\r<br>Which storage tier should you use for each time frame? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point. <br \/>\r<br><br><img decoding=\"async\" width=361 height=338 id=\"\u56fe\u7247 54\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/04\/image065.png\"><br><\/div><input type='hidden' name='question_id[]' id='qID_55' value='259286' \/><input type='hidden' id='answerType259286' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-259286[]' id='textarea_q_259286' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-56' style=';'><div id='questionWrap-56'  class='   watupro-question-id-259287'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>56. <\/span>HOTSPOT <br \/>\r<br>You are implementing Azure Stream Analytics windowing functions. <br \/>\r<br>Which windowing function should you use for each requirement? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point. <br \/>\r<br><br><img decoding=\"async\" width=650 height=250 id=\"\u56fe\u7247 117\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/04\/image067.png\"><br><\/div><input type='hidden' name='question_id[]' id='qID_56' value='259287' \/><input type='hidden' id='answerType259287' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-259287[]' id='textarea_q_259287' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-57' style=';'><div id='questionWrap-57'  class='   watupro-question-id-259288'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>57. <\/span>DRAG DROP <br \/>\r<br>You have an Azure Stream Analytics job that is a Stream Analytics project solution in Microsoft Visual Studio. The job accepts data generated by IoT devices in the JSON format. <br \/>\r<br>You need to modify the job to accept data generated by the IoT devices in the Protobuf format. <br \/>\r<br>Which three actions should you perform from Visual Studio on sequence? To answer, move the appropriate actions from the list of actions to the answer area and arrange them in the correct order. <br \/>\r<br><br><img decoding=\"async\" width=649 height=240 id=\"\u56fe\u7247 106\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/04\/image069-2.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_57' value='259288' \/><input type='hidden' id='answerType259288' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-259288[]' id='textarea_q_259288' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-58' style=';'><div id='questionWrap-58'  class='   watupro-question-id-259289'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>58. <\/span>HOTSPOT <br \/>\r<br>You are designing a real-time dashboard solution that will visualize streaming data from remote sensors that connect to the internet. The streaming data must be aggregated to show the average value of each 10-second interval. The data will be discarded after being displayed in the dashboard. <br \/>\r<br>The solution will use Azure Stream Analytics and must meet the following requirements: <br \/>\r<br>&#10001; Minimize latency from an Azure Event hub to the dashboard. <br \/>\r<br>&#10001; Minimize the required storage. <br \/>\r<br>&#10001; Minimize development effort. <br \/>\r<br>What should you include in the solution? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point <br \/>\r<br><br><img decoding=\"async\" width=649 height=473 id=\"\u56fe\u7247 58\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/04\/image072.png\"><br><\/div><input type='hidden' name='question_id[]' id='qID_58' value='259289' \/><input type='hidden' id='answerType259289' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-259289[]' id='textarea_q_259289' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-59' style=';'><div id='questionWrap-59'  class='   watupro-question-id-259290'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>59. <\/span>DRAG DROP <br \/>\r<br>You have an Azure subscription that contains an Azure Databricks workspace. The workspace contains a notebook named Notebook1. <br \/>\r<br>In Notebook1, you create an Apache Spark DataFrame named df_sales that contains the following columns: <br \/>\r<br>&#8226; Customer <br \/>\r<br>&#8226; Salesperson <br \/>\r<br>&#8226; Region <br \/>\r<br>&#8226; Amount <br \/>\r<br>You need to identify the three top performing salespersons by amount for a region named HQ. <br \/>\r<br>How should you complete the query? 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. <br \/>\r<br><br><img decoding=\"async\" width=642 height=211 id=\"\u56fe\u7247 308\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/04\/image074.png\"><br><\/div><input type='hidden' name='question_id[]' id='qID_59' value='259290' \/><input type='hidden' id='answerType259290' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-259290[]' id='textarea_q_259290' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-60' style=';'><div id='questionWrap-60'  class='   watupro-question-id-259291'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>60. <\/span>You have an Azure Synapse Analytics workspace named WS1 that contains an Apache Spark pool named Pool1. <br \/>\r<br>You plan to create a database named D61 in Pool1. <br \/>\r<br>You need to ensure that when tables are created in DB1, the tables are available automatically as external tables to the built-in serverless SQL pod. <br \/>\r<br>Which format should you use for the tables in DB1?<\/div><input type='hidden' name='question_id[]' id='qID_60' value='259291' \/><input type='hidden' id='answerType259291' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259291[]' id='answer-id-1023708' class='answer   answerof-259291 ' value='1023708'   \/><label for='answer-id-1023708' id='answer-label-1023708' class=' answer'><span>Parquet<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259291[]' id='answer-id-1023709' class='answer   answerof-259291 ' value='1023709'   \/><label for='answer-id-1023709' id='answer-label-1023709' class=' answer'><span>CSV<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259291[]' id='answer-id-1023710' class='answer   answerof-259291 ' value='1023710'   \/><label for='answer-id-1023710' id='answer-label-1023710' class=' answer'><span>ORC<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259291[]' id='answer-id-1023711' class='answer   answerof-259291 ' value='1023711'   \/><label for='answer-id-1023711' id='answer-label-1023711' class=' answer'><span>JSON<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-61' style=';'><div id='questionWrap-61'  class='   watupro-question-id-259292'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>61. <\/span>You plan to create a dimension table in Azure Synapse Analytics that will be less than 1 GB. <br \/>\r<br>You need to create the table to meet the following requirements: <br \/>\r<br>&#8226; Provide the fastest Query time. <br \/>\r<br>&#8226; Minimize data movement during queries. <br \/>\r<br>Which type of table should you use?<\/div><input type='hidden' name='question_id[]' id='qID_61' value='259292' \/><input type='hidden' id='answerType259292' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259292[]' id='answer-id-1023712' class='answer   answerof-259292 ' value='1023712'   \/><label for='answer-id-1023712' id='answer-label-1023712' class=' answer'><span>hash distributed<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259292[]' id='answer-id-1023713' class='answer   answerof-259292 ' value='1023713'   \/><label for='answer-id-1023713' id='answer-label-1023713' class=' answer'><span>heap<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259292[]' id='answer-id-1023714' class='answer   answerof-259292 ' value='1023714'   \/><label for='answer-id-1023714' id='answer-label-1023714' class=' answer'><span>replicated<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259292[]' id='answer-id-1023715' class='answer   answerof-259292 ' value='1023715'   \/><label for='answer-id-1023715' id='answer-label-1023715' class=' answer'><span>round-robin<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-62' style=';'><div id='questionWrap-62'  class='   watupro-question-id-259293'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>62. <\/span>HOTSPOT <br \/>\r<br>You have an Azure Blob storage account that contains a folder. The folder contains 120,000 files. Each file contains 62 columns. <br \/>\r<br>Each day, 1,500 new files are added to the folder. <br \/>\r<br>You plan to incrementally load five data columns from each new file into an Azure Synapse Analytics workspace. <br \/>\r<br>You need to minimize how long it takes to perform the incremental loads. <br \/>\r<br>What should you use to store the files and format? <br \/>\r<br><br><img decoding=\"async\" width=530 height=244 id=\"\u56fe\u7247 328\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/04\/image076.png\"><br><\/div><input type='hidden' name='question_id[]' id='qID_62' value='259293' \/><input type='hidden' id='answerType259293' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-259293[]' id='textarea_q_259293' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-63' style=';'><div id='questionWrap-63'  class='   watupro-question-id-259294'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>63. <\/span>You are designing a security model for an Azure Synapse Analytics dedicated SQL pool that will support multiple companies. You need to ensure that users from each company can view only the data of their respective company. <br \/>\r<br>Which two objects should you include in the solution? Each correct answer presents part of the solution. NOTE: Each correct selection it worth one point.<\/div><input type='hidden' name='question_id[]' id='qID_63' value='259294' \/><input type='hidden' id='answerType259294' value='checkbox'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-259294[]' id='answer-id-1023717' class='answer   answerof-259294 ' value='1023717'   \/><label for='answer-id-1023717' id='answer-label-1023717' class=' answer'><span>a custom role-based access control (RBAC) role.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-259294[]' id='answer-id-1023718' class='answer   answerof-259294 ' value='1023718'   \/><label for='answer-id-1023718' id='answer-label-1023718' class=' answer'><span>asymmetric keys<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-259294[]' id='answer-id-1023719' class='answer   answerof-259294 ' value='1023719'   \/><label for='answer-id-1023719' id='answer-label-1023719' class=' answer'><span>a predicate function<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-259294[]' id='answer-id-1023720' class='answer   answerof-259294 ' value='1023720'   \/><label for='answer-id-1023720' id='answer-label-1023720' class=' answer'><span>a column encryption key<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-259294[]' id='answer-id-1023721' class='answer   answerof-259294 ' value='1023721'   \/><label for='answer-id-1023721' id='answer-label-1023721' class=' answer'><span>a security policy<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-64' style=';'><div id='questionWrap-64'  class='   watupro-question-id-259295'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>64. <\/span>You are designing a statistical analysis solution that will use custom proprietary1 Python functions on near real-time data from Azure Event Hubs. <br \/>\r<br>You need to recommend which Azure service to use to perform the statistical analysis. The solution must minimize latency. <br \/>\r<br>What should you recommend?<\/div><input type='hidden' name='question_id[]' id='qID_64' value='259295' \/><input type='hidden' id='answerType259295' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259295[]' id='answer-id-1023722' class='answer   answerof-259295 ' value='1023722'   \/><label for='answer-id-1023722' id='answer-label-1023722' class=' answer'><span>Azure Stream Analytics<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259295[]' id='answer-id-1023723' class='answer   answerof-259295 ' value='1023723'   \/><label for='answer-id-1023723' id='answer-label-1023723' class=' answer'><span>Azure SQL Database<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259295[]' id='answer-id-1023724' class='answer   answerof-259295 ' value='1023724'   \/><label for='answer-id-1023724' id='answer-label-1023724' class=' answer'><span>Azure Databricks<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259295[]' id='answer-id-1023725' class='answer   answerof-259295 ' value='1023725'   \/><label for='answer-id-1023725' id='answer-label-1023725' class=' answer'><span>Azure Synapse Analytics<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-65' style=';'><div id='questionWrap-65'  class='   watupro-question-id-259296'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>65. <\/span>HOTSPOT <br \/>\r<br>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. <br \/>\r<br>You need to copy folders and files from Storage1 to Storage2 by using a Data Factory copy activity. <br \/>\r<br>The solution must meet the following requirements: <br \/>\r<br>&#10001; No transformations must be performed. <br \/>\r<br>&#10001; The original folder structure must be retained. <br \/>\r<br>&#10001; Minimize time required to perform the copy activity. <br \/>\r<br>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. <br \/>\r<br><br><img decoding=\"async\" width=457 height=228 id=\"\u56fe\u7247 30\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/04\/image078.png\"><br><\/div><input type='hidden' name='question_id[]' id='qID_65' value='259296' \/><input type='hidden' id='answerType259296' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-259296[]' id='textarea_q_259296' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-66' style=';'><div id='questionWrap-66'  class='   watupro-question-id-259297'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>66. <\/span>You have an Azure Data Factory that contains 10 pipelines. <br \/>\r<br>You need to label each pipeline with its main purpose of either ingest, transform, or load. The labels must be available for grouping and filtering when using the monitoring experience in Data Factory. <br \/>\r<br>What should you add to each pipeline?<\/div><input type='hidden' name='question_id[]' id='qID_66' value='259297' \/><input type='hidden' id='answerType259297' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259297[]' id='answer-id-1023727' class='answer   answerof-259297 ' value='1023727'   \/><label for='answer-id-1023727' id='answer-label-1023727' class=' answer'><span>a resource tag<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259297[]' id='answer-id-1023728' class='answer   answerof-259297 ' value='1023728'   \/><label for='answer-id-1023728' id='answer-label-1023728' class=' answer'><span>a correlation ID<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259297[]' id='answer-id-1023729' class='answer   answerof-259297 ' value='1023729'   \/><label for='answer-id-1023729' id='answer-label-1023729' class=' answer'><span>a run group ID<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259297[]' id='answer-id-1023730' class='answer   answerof-259297 ' value='1023730'   \/><label for='answer-id-1023730' id='answer-label-1023730' class=' answer'><span>an annotation<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-67' style=';'><div id='questionWrap-67'  class='   watupro-question-id-259298'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>67. <\/span>HOTSPOT <br \/>\r<br>You need to implement an Azure Databricks cluster that automatically connects to Azure Data lake Storage Gen2 by using Azure Active Directory (Azure AD) integration. <br \/>\r<br>How should you configure the new clutter? To answer, select the appropriate options in the answers area. NOTE: Each correct selection is worth one point. <br \/>\r<br><br><img decoding=\"async\" width=507 height=115 id=\"\u56fe\u7247 52\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/04\/image080.png\"><br><\/div><input type='hidden' name='question_id[]' id='qID_67' value='259298' \/><input type='hidden' id='answerType259298' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-259298[]' id='textarea_q_259298' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-68' style=';'><div id='questionWrap-68'  class='   watupro-question-id-259299'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>68. <\/span>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. <br \/>\r<br>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. <br \/>\r<br>You are designing an Azure Stream Analytics solution that will analyze Twitter data. <br \/>\r<br>You need to count the tweets in each 10-second window. The solution must ensure that each tweet is counted only once. <br \/>\r<br>Solution: You use a hopping window that uses a hop size of 10 seconds and a window size of 10 seconds. <br \/>\r<br>Does this meet the goal?<\/div><input type='hidden' name='question_id[]' id='qID_68' value='259299' \/><input type='hidden' id='answerType259299' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259299[]' id='answer-id-1023732' class='answer   answerof-259299 ' value='1023732'   \/><label for='answer-id-1023732' id='answer-label-1023732' class=' answer'><span>Yes<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259299[]' id='answer-id-1023733' class='answer   answerof-259299 ' value='1023733'   \/><label for='answer-id-1023733' id='answer-label-1023733' class=' answer'><span>No<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-69' style=';'><div id='questionWrap-69'  class='   watupro-question-id-259300'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>69. <\/span>You have an Azure subscription linked to an Azure Active Directory (Azure AD) tenant that contains a service principal named ServicePrincipal1. The subscription contains an Azure Data Lake Storage account named adls1. Adls1 contains a folder named Folder2 that has a URI of https:\/\/adls1.dfs.core.windows.net\/container1\/Folder1\/Folder2\/. <br \/>\r<br>ServicePrincipal1 has the access control list (ACL) permissions shown in the following table. <br \/>\r<br><br><img decoding=\"async\" width=394 height=122 id=\"\u56fe\u7247 22\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/04\/image082.png\"><br><br \/>\r<br>You need to ensure that ServicePrincipal1 can perform the following actions: <br \/>\r<br>&#10001; Traverse child items that are created in Folder2. <br \/>\r<br>&#10001; Read files that are created in Folder2. <br \/>\r<br>The solution must use the principle of least privilege. <br \/>\r<br>Which two permissions should you grant to ServicePrincipal1 for Folder2? Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point.<\/div><input type='hidden' name='question_id[]' id='qID_69' value='259300' \/><input type='hidden' id='answerType259300' value='checkbox'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-259300[]' id='answer-id-1023734' class='answer   answerof-259300 ' value='1023734'   \/><label for='answer-id-1023734' id='answer-label-1023734' class=' answer'><span>Access - Read<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-259300[]' id='answer-id-1023735' class='answer   answerof-259300 ' value='1023735'   \/><label for='answer-id-1023735' id='answer-label-1023735' class=' answer'><span>Access - Write<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-259300[]' id='answer-id-1023736' class='answer   answerof-259300 ' value='1023736'   \/><label for='answer-id-1023736' id='answer-label-1023736' class=' answer'><span>Access - Execute<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-259300[]' id='answer-id-1023737' class='answer   answerof-259300 ' value='1023737'   \/><label for='answer-id-1023737' id='answer-label-1023737' class=' answer'><span>Default-Read<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-259300[]' id='answer-id-1023738' class='answer   answerof-259300 ' value='1023738'   \/><label for='answer-id-1023738' id='answer-label-1023738' class=' answer'><span>Default - Write<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-259300[]' id='answer-id-1023739' class='answer   answerof-259300 ' value='1023739'   \/><label for='answer-id-1023739' id='answer-label-1023739' class=' answer'><span>Default - Execute<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-70' style=';'><div id='questionWrap-70'  class='   watupro-question-id-259301'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>70. <\/span>HOTSPOT <br \/>\r<br>You need to collect application metrics, streaming query events, and application log messages for an Azure Databrick cluster. <br \/>\r<br>Which type of library and workspace should you implement? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point. <br \/>\r<br><br><img decoding=\"async\" width=529 height=261 id=\"\u56fe\u7247 94\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/04\/image083.png\"><br><\/div><input type='hidden' name='question_id[]' id='qID_70' value='259301' \/><input type='hidden' id='answerType259301' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-259301[]' id='textarea_q_259301' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-71' style=';'><div id='questionWrap-71'  class='   watupro-question-id-259302'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>71. <\/span>HOTSPOT <br \/>\r<br>You are building an Azure Stream Analytics job that queries reference data from a product catalog file. The file is updated daily. <br \/>\r<br>The reference data input details for the file are shown in the Input exhibit. (Click the Input tab.) <br \/>\r<br><br><img decoding=\"async\" width=650 height=778 id=\"\u56fe\u7247 233\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/04\/image085.jpg\"><br><br \/>\r<br>The storage account container view is shown in the Refdata exhibit. (Click the Refdata tab.) <br \/>\r<br><br><img decoding=\"async\" width=649 height=211 id=\"\u56fe\u7247 234\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/04\/image086.jpg\"><br><br \/>\r<br>You need to configure the Stream Analytics job to pick up the new reference data. <br \/>\r<br>What should you configure? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point. <br \/>\r<br><br><img decoding=\"async\" width=533 height=475 id=\"\u56fe\u7247 235\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/04\/image087.png\"><br><\/div><input type='hidden' name='question_id[]' id='qID_71' value='259302' \/><input type='hidden' id='answerType259302' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-259302[]' id='textarea_q_259302' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-72' style=';'><div id='questionWrap-72'  class='   watupro-question-id-259303'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>72. <\/span>HOTSPOT <br \/>\r<br>You are designing an application that will use an Azure Data Lake Storage Gen 2 account to store petabytes of license plate photos from toll booths. The account will use zone-redundant storage (ZRS). <br \/>\r<br>You identify the following usage patterns: <br \/>\r<br>&#8226; The data will be accessed several times a day during the first 30 days after the data is created. The data must meet an availability SU of 99.9%. <br \/>\r<br>&#8226; After 90 days, the data will be accessed infrequently but must be available within 30 seconds. <br \/>\r<br>&#8226; After 365 days, the data will be accessed infrequently but must be available within five minutes. <br \/>\r<br><br><img decoding=\"async\" width=505 height=627 id=\"\u56fe\u7247 365\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/04\/image089.png\"><br><\/div><input type='hidden' name='question_id[]' id='qID_72' value='259303' \/><input type='hidden' id='answerType259303' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-259303[]' id='textarea_q_259303' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-73' style=';'><div id='questionWrap-73'  class='   watupro-question-id-259304'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>73. <\/span>You have an Azure subscription that contains an Azure Synapse Analytics dedicated SQL pool named SQLPool1. <br \/>\r<br>SQLPool1 is currently paused. <br \/>\r<br>You need to restore the current state of SQLPool1 to a new SQL pool. <br \/>\r<br>What should you do first?<\/div><input type='hidden' name='question_id[]' id='qID_73' value='259304' \/><input type='hidden' id='answerType259304' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259304[]' id='answer-id-1023743' class='answer   answerof-259304 ' value='1023743'   \/><label for='answer-id-1023743' id='answer-label-1023743' class=' answer'><span>Create a workspace.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259304[]' id='answer-id-1023744' class='answer   answerof-259304 ' value='1023744'   \/><label for='answer-id-1023744' id='answer-label-1023744' class=' answer'><span>Create a user-defined restore point.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259304[]' id='answer-id-1023745' class='answer   answerof-259304 ' value='1023745'   \/><label for='answer-id-1023745' id='answer-label-1023745' class=' answer'><span>Resume SQLPool1.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259304[]' id='answer-id-1023746' class='answer   answerof-259304 ' value='1023746'   \/><label for='answer-id-1023746' id='answer-label-1023746' class=' answer'><span>Create a new SQL pool.<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-74' style=';'><div id='questionWrap-74'  class='   watupro-question-id-259305'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>74. <\/span>HOTSPOT <br \/>\r<br>You have two Azure SQL databases named DB1 and DB2. <br \/>\r<br>DB1 contains a table named Table 1. Table1 contains a timestamp column named LastModifiedOn. LastModifiedOn contains the timestamp of the most recent update for each individual row. <br \/>\r<br>DB2 contains a table named Watermark. Watermark contains a single timestamp column named WatermarkValue. <br \/>\r<br>You plan to create an Azure Data Factory pipeline that will incrementally upload into Azure Blob Storage all the rows in Table1 for which the LastModifiedOn column contains a timestamp newer than the most recent value of the WatermarkValue column in Watermark. <br \/>\r<br>You need to identify which activities to include in the pipeline. <br \/>\r<br>The solution must meet the following requirements: <br \/>\r<br>&#8226; Minimize the effort to author the pipeline. <br \/>\r<br>&#8226; Ensure that the number of data integration units allocated to the upload operation can be controlled. <br \/>\r<br>What should you identify? To answer, select the appropriate options in the answer area. <br \/>\r<br><br><img decoding=\"async\" width=517 height=277 id=\"\u56fe\u7247 332\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/04\/image091.png\"><br><\/div><input type='hidden' name='question_id[]' id='qID_74' value='259305' \/><input type='hidden' id='answerType259305' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-259305[]' id='textarea_q_259305' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-75' style=';'><div id='questionWrap-75'  class='   watupro-question-id-259306'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>75. <\/span>You use Azure Stream Analytics to receive Twitter data from Azure Event Hubs and to output the data to an Azure Blob storage account. <br \/>\r<br>You need to output the count of tweets during the last five minutes every five minutes. Each tweet must only be counted once. <br \/>\r<br>Which windowing function should you use?<\/div><input type='hidden' name='question_id[]' id='qID_75' value='259306' \/><input type='hidden' id='answerType259306' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259306[]' id='answer-id-1023748' class='answer   answerof-259306 ' value='1023748'   \/><label for='answer-id-1023748' id='answer-label-1023748' class=' answer'><span>a five-minute Session window<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259306[]' id='answer-id-1023749' class='answer   answerof-259306 ' value='1023749'   \/><label for='answer-id-1023749' id='answer-label-1023749' class=' answer'><span>a five-minute Sliding window<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259306[]' id='answer-id-1023750' class='answer   answerof-259306 ' value='1023750'   \/><label for='answer-id-1023750' id='answer-label-1023750' class=' answer'><span>a five-minute Tumbling window<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259306[]' id='answer-id-1023751' class='answer   answerof-259306 ' value='1023751'   \/><label for='answer-id-1023751' id='answer-label-1023751' class=' answer'><span>a five-minute Hopping window that has one-minute hop<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-76' style=';'><div id='questionWrap-76'  class='   watupro-question-id-259307'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>76. <\/span>You have an Azure subscription that contains an Azure Blob Storage account named storage1 and an Azure Synapse Analytics dedicated SQL pool named Pool1. <br \/>\r<br>You need to store data in storage1. The data will be read by Pool1. <br \/>\r<br>The solution must meet the following requirements: <br \/>\r<br>&#10001; Enable Pool1 to skip columns and rows that are unnecessary in a query. <br \/>\r<br>&#10001; Automatically create column statistics. <br \/>\r<br>&#10001; Minimize the size of files. <br \/>\r<br>Which type of file should you use?<\/div><input type='hidden' name='question_id[]' id='qID_76' value='259307' \/><input type='hidden' id='answerType259307' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259307[]' id='answer-id-1023752' class='answer   answerof-259307 ' value='1023752'   \/><label for='answer-id-1023752' id='answer-label-1023752' class=' answer'><span>JSON<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259307[]' id='answer-id-1023753' class='answer   answerof-259307 ' value='1023753'   \/><label for='answer-id-1023753' id='answer-label-1023753' class=' answer'><span>Parquet<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259307[]' id='answer-id-1023754' class='answer   answerof-259307 ' value='1023754'   \/><label for='answer-id-1023754' id='answer-label-1023754' class=' answer'><span>Avro<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259307[]' id='answer-id-1023755' class='answer   answerof-259307 ' value='1023755'   \/><label for='answer-id-1023755' id='answer-label-1023755' class=' answer'><span>CSV<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-77' style=';'><div id='questionWrap-77'  class='   watupro-question-id-259308'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>77. <\/span>You are designing a highly available Azure Data Lake Storage solution that will induce geo-zone-redundant storage (GZRS). <br \/>\r<br>You need to monitor for replication delays that can affect the recovery point objective (RPO). <br \/>\r<br>What should you include m the monitoring solution?<\/div><input type='hidden' name='question_id[]' id='qID_77' value='259308' \/><input type='hidden' id='answerType259308' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259308[]' id='answer-id-1023756' class='answer   answerof-259308 ' value='1023756'   \/><label for='answer-id-1023756' id='answer-label-1023756' class=' answer'><span>Last Sync Time<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259308[]' id='answer-id-1023757' class='answer   answerof-259308 ' value='1023757'   \/><label for='answer-id-1023757' id='answer-label-1023757' class=' answer'><span>Average Success Latency<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259308[]' id='answer-id-1023758' class='answer   answerof-259308 ' value='1023758'   \/><label for='answer-id-1023758' id='answer-label-1023758' class=' answer'><span>Error errors<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259308[]' id='answer-id-1023759' class='answer   answerof-259308 ' value='1023759'   \/><label for='answer-id-1023759' id='answer-label-1023759' class=' answer'><span>availability<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-78' style=';'><div id='questionWrap-78'  class='   watupro-question-id-259309'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>78. <\/span>You are designing an anomaly detection solution for streaming data from an Azure IoT hub. <br \/>\r<br>The solution must meet the following requirements: <br \/>\r<br>&#10001; Send the output to Azure Synapse. <br \/>\r<br>&#10001; Identify spikes and dips in time series data. <br \/>\r<br>&#10001; Minimize development and configuration effort. <br \/>\r<br>Which should you include in the solution?<\/div><input type='hidden' name='question_id[]' id='qID_78' value='259309' \/><input type='hidden' id='answerType259309' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259309[]' id='answer-id-1023760' class='answer   answerof-259309 ' value='1023760'   \/><label for='answer-id-1023760' id='answer-label-1023760' class=' answer'><span>Azure Databricks<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259309[]' id='answer-id-1023761' class='answer   answerof-259309 ' value='1023761'   \/><label for='answer-id-1023761' id='answer-label-1023761' class=' answer'><span>Azure Stream Analytics<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259309[]' id='answer-id-1023762' class='answer   answerof-259309 ' value='1023762'   \/><label for='answer-id-1023762' id='answer-label-1023762' class=' answer'><span>Azure SQL Database<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-79' style=';'><div id='questionWrap-79'  class='   watupro-question-id-259310'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>79. <\/span>HOTSPOT <br \/>\r<br>You have an Azure subscription that is linked to a hybrid Azure Active Directory (Azure AD) tenant. The subscription contains an Azure Synapse Analytics SQL pool named Pool1. <br \/>\r<br>You need to recommend an authentication solution for Pool1. The solution must support multi-factor authentication (MFA) and database-level authentication. <br \/>\r<br>Which authentication solution or solutions should you include in the recommendation? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point. <br \/>\r<br><br><img decoding=\"async\" width=482 height=222 id=\"\u56fe\u7247 157\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/04\/image093.png\"><br><\/div><input type='hidden' name='question_id[]' id='qID_79' value='259310' \/><input type='hidden' id='answerType259310' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-259310[]' id='textarea_q_259310' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-80' style=';'><div id='questionWrap-80'  class='   watupro-question-id-259311'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>80. <\/span>You have a Microsoft Purview account. <br \/>\r<br>The Lineage view of a CSV file is shown in the following exhibit. <br \/>\r<br><br><img decoding=\"async\" width=533 height=141 id=\"\u56fe\u7247 97\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/04\/image095.jpg\"><br><br \/>\r<br>How is the data for the lineage populated?<\/div><input type='hidden' name='question_id[]' id='qID_80' value='259311' \/><input type='hidden' id='answerType259311' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259311[]' id='answer-id-1023764' class='answer   answerof-259311 ' value='1023764'   \/><label for='answer-id-1023764' id='answer-label-1023764' class=' answer'><span>manually<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259311[]' id='answer-id-1023765' class='answer   answerof-259311 ' value='1023765'   \/><label for='answer-id-1023765' id='answer-label-1023765' class=' answer'><span>by scanning data stores<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-259311[]' id='answer-id-1023766' class='answer   answerof-259311 ' value='1023766'   \/><label for='answer-id-1023766' id='answer-label-1023766' class=' answer'><span>by executing a Data Factory pipeline<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div style='display:none' id='question-81'>\n\t<div class='question-content'>\n\t\t<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/plugins\/watupro\/img\/loading.gif\" width=\"16\" height=\"16\" alt=\"Loading...\" title=\"Loading...\" \/>&nbsp;Loading...\t<\/div>\n<\/div>\n\n<br \/>\n\t\n\t\t\t<div class=\"watupro_buttons flex \" id=\"watuPROButtons7136\" >\n\t\t  <div id=\"prev-question\" style=\"display:none;\"><input type=\"button\" value=\"&lt; 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