{"id":63021,"date":"2023-08-23T06:43:21","date_gmt":"2023-08-23T06:43:21","guid":{"rendered":"https:\/\/www.dumpsbase.com\/freedumps\/?p=63021"},"modified":"2023-08-23T06:43:26","modified_gmt":"2023-08-23T06:43:26","slug":"microsoft-azure-data-engineer-associate-dp-203-dumps-v18-02-updated-on-august-19-2023-to-help-you-prepare-well","status":"publish","type":"post","link":"https:\/\/www.dumpsbase.com\/freedumps\/microsoft-azure-data-engineer-associate-dp-203-dumps-v18-02-updated-on-august-19-2023-to-help-you-prepare-well.html","title":{"rendered":"Microsoft Azure Data Engineer Associate DP-203 Dumps V18.02 &#8211; Updated on August 19, 2023 to Help You Prepare Well"},"content":{"rendered":"\n<p>Are you aspiring to become a Microsoft Azure Data Engineer Associate and preparing for the DP-203 exam? Then you should know that DumpsBase updated its DP-203 exam dumps on August 19, 2023, to help you prepare well for the exam. The DP-203 dumps V18.02 come with 303 practice exam questions and answers for learning.<\/p>\n<h2>Access DP-203 Exam Questions on All Your Smart Devices<\/h2>\n<p>DumpsBase offers Microsoft DP-203 exam questions for the preparation of the DP-203 Azure Data Engineer Associate exam in PDF format. You can easily understand the DP-203 exam questions PDF file and download it on all smart devices. To have access to your Microsoft DP-203 practice exam questions PDF, download the DP-203 exam dumps on your PC, laptop, Mac, tablet, and smartphone. You can use the Data Engineering on Microsoft Azure Exam DP-203 PDF questions at any time wherever you want. You can also feel the real exam mode before attending the actual Data Engineering on Microsoft Azure DP-203 exam with the free software. Start preparing for the DP-203 exam with DumpsBase now.<\/p>\n<h2>Below are the <em><span style=\"background-color: #00ff00;\">free DP-203 demo questions<\/span><\/em> to help you check the DP-203 dumps V18.02:<\/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=\"submittingExam7688\" 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-7688\"><\/div>\n\n<form action=\"\" method=\"post\" class=\"quiz-form\" id=\"quiz-7688\"  enctype=\"multipart\/form-data\" >\n<div class='watu-question ' id='question-1' style=';'><div id='questionWrap-1'  class='   watupro-question-id-284251'>\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\/08\/image001-38.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_1' value='284251' \/><input type='hidden' id='answerType284251' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-284251[]' id='textarea_q_284251' 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-284252'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>2. <\/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_2' value='284252' \/><input type='hidden' id='answerType284252' 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-284252[]' id='answer-id-1118265' class='answer   answerof-284252 ' value='1118265'   \/><label for='answer-id-1118265' id='answer-label-1118265' class=' answer'><span>Azure-SSIS integration runtime<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284252[]' id='answer-id-1118266' class='answer   answerof-284252 ' value='1118266'   \/><label for='answer-id-1118266' id='answer-label-1118266' class=' answer'><span>self-hosted integration runtime<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284252[]' id='answer-id-1118267' class='answer   answerof-284252 ' value='1118267'   \/><label for='answer-id-1118267' id='answer-label-1118267' class=' answer'><span>Azure integration runtime<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-3' style=';'><div id='questionWrap-3'  class='   watupro-question-id-284253'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>3. <\/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_3' value='284253' \/><input type='hidden' id='answerType284253' 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-284253[]' id='answer-id-1118268' class='answer   answerof-284253 ' value='1118268'   \/><label for='answer-id-1118268' id='answer-label-1118268' 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-284253[]' id='answer-id-1118269' class='answer   answerof-284253 ' value='1118269'   \/><label for='answer-id-1118269' id='answer-label-1118269' class=' answer'><span>a system-versioned temporal table<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284253[]' id='answer-id-1118270' class='answer   answerof-284253 ' value='1118270'   \/><label for='answer-id-1118270' id='answer-label-1118270' class=' answer'><span>a user-defined SEQUENCE object<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284253[]' id='answer-id-1118271' class='answer   answerof-284253 ' value='1118271'   \/><label for='answer-id-1118271' id='answer-label-1118271' 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-4' style=';'><div id='questionWrap-4'  class='   watupro-question-id-284254'>\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\/08\/image003-28.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_4' value='284254' \/><input type='hidden' id='answerType284254' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-284254[]' id='textarea_q_284254' 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-284255'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>5. <\/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_5' value='284255' \/><input type='hidden' id='answerType284255' 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-284255[]' id='answer-id-1118273' class='answer   answerof-284255 ' value='1118273'   \/><label for='answer-id-1118273' id='answer-label-1118273' class=' answer'><span>time-based retention<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284255[]' id='answer-id-1118274' class='answer   answerof-284255 ' value='1118274'   \/><label for='answer-id-1118274' id='answer-label-1118274' class=' answer'><span>change feed<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284255[]' id='answer-id-1118275' class='answer   answerof-284255 ' value='1118275'   \/><label for='answer-id-1118275' id='answer-label-1118275' class=' answer'><span>soft delete<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284255[]' id='answer-id-1118276' class='answer   answerof-284255 ' value='1118276'   \/><label for='answer-id-1118276' id='answer-label-1118276' class=' answer'><span>Iifecycle management<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-6' style=';'><div id='questionWrap-6'  class='   watupro-question-id-284256'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>6. <\/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\/08\/image005-23.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_6' value='284256' \/><input type='hidden' id='answerType284256' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-284256[]' id='textarea_q_284256' 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-7' style=';'><div id='questionWrap-7'  class='   watupro-question-id-284257'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>7. <\/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\/08\/image007-14.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_7' value='284257' \/><input type='hidden' id='answerType284257' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-284257[]' id='textarea_q_284257' 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-8' style=';'><div id='questionWrap-8'  class='   watupro-question-id-284258'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>8. <\/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_8' value='284258' \/><input type='hidden' id='answerType284258' 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-284258[]' id='answer-id-1118279' class='answer   answerof-284258 ' value='1118279'   \/><label for='answer-id-1118279' id='answer-label-1118279' class=' answer'><span>change feed<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284258[]' id='answer-id-1118280' class='answer   answerof-284258 ' value='1118280'   \/><label for='answer-id-1118280' id='answer-label-1118280' class=' answer'><span>soft delete<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284258[]' id='answer-id-1118281' class='answer   answerof-284258 ' value='1118281'   \/><label for='answer-id-1118281' id='answer-label-1118281' class=' answer'><span>time-based retention<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284258[]' id='answer-id-1118282' class='answer   answerof-284258 ' value='1118282'   \/><label for='answer-id-1118282' id='answer-label-1118282' class=' answer'><span>lifecycle management<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-9' style=';'><div id='questionWrap-9'  class='   watupro-question-id-284259'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>9. <\/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\/08\/image009-12.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_9' value='284259' \/><input type='hidden' id='answerType284259' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-284259[]' id='textarea_q_284259' 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-10' style=';'><div id='questionWrap-10'  class='   watupro-question-id-284260'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>10. <\/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\/08\/image011-11.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_10' value='284260' \/><input type='hidden' id='answerType284260' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-284260[]' id='textarea_q_284260' 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-284261'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>11. <\/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\/08\/image013-9.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_11' value='284261' \/><input type='hidden' id='answerType284261' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-284261[]' id='textarea_q_284261' 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-12' style=';'><div id='questionWrap-12'  class='   watupro-question-id-284262'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>12. <\/span>What should you recommend using to secure sensitive customer contact information?<\/div><input type='hidden' name='question_id[]' id='qID_12' value='284262' \/><input type='hidden' id='answerType284262' 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-284262[]' id='answer-id-1118286' class='answer   answerof-284262 ' value='1118286'   \/><label for='answer-id-1118286' id='answer-label-1118286' class=' answer'><span>data labels<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284262[]' id='answer-id-1118287' class='answer   answerof-284262 ' value='1118287'   \/><label for='answer-id-1118287' id='answer-label-1118287' class=' answer'><span>column-level security<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284262[]' id='answer-id-1118288' class='answer   answerof-284262 ' value='1118288'   \/><label for='answer-id-1118288' id='answer-label-1118288' class=' answer'><span>row-level security<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284262[]' id='answer-id-1118289' class='answer   answerof-284262 ' value='1118289'   \/><label for='answer-id-1118289' id='answer-label-1118289' class=' answer'><span>Transparent Data Encryption (TDE)<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-13' style=';'><div id='questionWrap-13'  class='   watupro-question-id-284263'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>13. <\/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_13' value='284263' \/><input type='hidden' id='answerType284263' 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-284263[]' id='answer-id-1118290' class='answer   answerof-284263 ' value='1118290'   \/><label for='answer-id-1118290' id='answer-label-1118290' 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-284263[]' id='answer-id-1118291' class='answer   answerof-284263 ' value='1118291'   \/><label for='answer-id-1118291' id='answer-label-1118291' class=' answer'><span>Deploy a High Concurrency Databricks cluster.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284263[]' id='answer-id-1118292' class='answer   answerof-284263 ' value='1118292'   \/><label for='answer-id-1118292' id='answer-label-1118292' 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-284263[]' id='answer-id-1118293' class='answer   answerof-284263 ' value='1118293'   \/><label for='answer-id-1118293' id='answer-label-1118293' 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-14' style=';'><div id='questionWrap-14'  class='   watupro-question-id-284264'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>14. <\/span>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\/08\/image015-9.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_14' value='284264' \/><input type='hidden' id='answerType284264' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-284264[]' id='textarea_q_284264' 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-15' style=';'><div id='questionWrap-15'  class='   watupro-question-id-284265'>\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='284265' \/><input type='hidden' id='answerType284265' 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-284265[]' id='answer-id-1118295' class='answer   answerof-284265 ' value='1118295'   \/><label for='answer-id-1118295' id='answer-label-1118295' class=' answer'><span>a server-level virtual network rule<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284265[]' id='answer-id-1118296' class='answer   answerof-284265 ' value='1118296'   \/><label for='answer-id-1118296' id='answer-label-1118296' class=' answer'><span>a database-level virtual network rule<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284265[]' id='answer-id-1118297' class='answer   answerof-284265 ' value='1118297'   \/><label for='answer-id-1118297' id='answer-label-1118297' class=' answer'><span>a database-level firewall IP rule<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284265[]' id='answer-id-1118298' class='answer   answerof-284265 ' value='1118298'   \/><label for='answer-id-1118298' id='answer-label-1118298' 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-284266'>\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 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 data flow that contains a Derived Column transformation.<\/div><input type='hidden' name='question_id[]' id='qID_16' value='284266' \/><input type='hidden' id='answerType284266' 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-284266[]' id='answer-id-1118299' class='answer   answerof-284266 ' value='1118299'   \/><label for='answer-id-1118299' id='answer-label-1118299' class=' answer'><span>Yes<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284266[]' id='answer-id-1118300' class='answer   answerof-284266 ' value='1118300'   \/><label for='answer-id-1118300' id='answer-label-1118300' class=' answer'><span>No<\/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-284267'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>17. <\/span>DRAG DROP <br \/>\r<br>You use PySpark in Azure Databricks to parse the following JSON input. <br \/>\r<br><br><img decoding=\"async\" width=178 height=236 id=\"\u56fe\u7247 187\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/08\/image017-8.jpg\"><br><br \/>\r<br>You need to output the data in the following tabular format. <br \/>\r<br><br><img decoding=\"async\" width=251 height=59 id=\"\u56fe\u7247 188\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/08\/image018-8.jpg\"><br><br \/>\r<br>How should you complete the PySpark code? To answer, drag the appropriate values to he 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=605 height=183 id=\"\u56fe\u7247 189\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/08\/image019-8.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_17' value='284267' \/><input type='hidden' id='answerType284267' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-284267[]' id='textarea_q_284267' 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-18' style=';'><div id='questionWrap-18'  class='   watupro-question-id-284268'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>18. <\/span>You have a SQL pool in Azure Synapse. <br \/>\r<br>You discover that some queries fail or take a long time to complete. <br \/>\r<br>You need to monitor for transactions that have rolled back. <br \/>\r<br>Which dynamic management view should you query?<\/div><input type='hidden' name='question_id[]' id='qID_18' value='284268' \/><input type='hidden' id='answerType284268' 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-284268[]' id='answer-id-1118302' class='answer   answerof-284268 ' value='1118302'   \/><label for='answer-id-1118302' id='answer-label-1118302' class=' answer'><span>sys.dm_pdw_request_steps<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284268[]' id='answer-id-1118303' class='answer   answerof-284268 ' value='1118303'   \/><label for='answer-id-1118303' id='answer-label-1118303' class=' answer'><span>sys.dm_pdw_nodes_tran_database_transactions<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284268[]' id='answer-id-1118304' class='answer   answerof-284268 ' value='1118304'   \/><label for='answer-id-1118304' id='answer-label-1118304' class=' answer'><span>sys.dm_pdw_waits<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284268[]' id='answer-id-1118305' class='answer   answerof-284268 ' value='1118305'   \/><label for='answer-id-1118305' id='answer-label-1118305' class=' answer'><span>sys.dm_pdw_exec_sessions<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-19' style=';'><div id='questionWrap-19'  class='   watupro-question-id-284269'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>19. <\/span>HOTSPOT <br \/>\r<br>You are processing streaming data from vehicles that pass through a toll booth. <br \/>\r<br>You need to use Azure Stream Analytics to return the license plate, vehicle make, and hour the last vehicle passed during each 10-minute window. <br \/>\r<br>How should you complete the 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=563 id=\"\u56fe\u7247 122\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/08\/image021-8.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_19' value='284269' \/><input type='hidden' id='answerType284269' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-284269[]' id='textarea_q_284269' 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-20' style=';'><div id='questionWrap-20'  class='   watupro-question-id-284270'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>20. <\/span>You have an Azure Databricks workspace named workspace! in the Standard pricing tier. Workspace1 contains an all-purpose cluster named cluster). You need to reduce the time it takes for cluster 1 to start and scale up. The solution must minimize costs. <br \/>\r<br>What should you do first?<\/div><input type='hidden' name='question_id[]' id='qID_20' value='284270' \/><input type='hidden' id='answerType284270' 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-284270[]' id='answer-id-1118307' class='answer   answerof-284270 ' value='1118307'   \/><label for='answer-id-1118307' id='answer-label-1118307' class=' answer'><span>Upgrade workspace! to the Premium pricing tier.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284270[]' id='answer-id-1118308' class='answer   answerof-284270 ' value='1118308'   \/><label for='answer-id-1118308' id='answer-label-1118308' class=' answer'><span>Create a cluster policy in workspace1.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284270[]' id='answer-id-1118309' class='answer   answerof-284270 ' value='1118309'   \/><label for='answer-id-1118309' id='answer-label-1118309' class=' answer'><span>Create a pool in workspace1.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284270[]' id='answer-id-1118310' class='answer   answerof-284270 ' value='1118310'   \/><label for='answer-id-1118310' id='answer-label-1118310' class=' answer'><span>Configure a global init script for workspace1.<\/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-284271'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>21. <\/span>HOTSPOT <br \/>\r<br>You have an Azure Storage account that generates 200,000 new files daily. The file names have a format of {YYYY}\/{MM}\/{DD}\/{HH}\/{CustomerID}.csv. <br \/>\r<br>You need to design an Azure Data Factory solution that will load 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=649 height=253 id=\"\u56fe\u7247 72\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/08\/image023-7.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_21' value='284271' \/><input type='hidden' id='answerType284271' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-284271[]' id='textarea_q_284271' 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-22' style=';'><div id='questionWrap-22'  class='   watupro-question-id-284272'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>22. <\/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_22' value='284272' \/><input type='hidden' id='answerType284272' 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-284272[]' id='answer-id-1118312' class='answer   answerof-284272 ' value='1118312'   \/><label for='answer-id-1118312' id='answer-label-1118312' class=' answer'><span>Yes<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284272[]' id='answer-id-1118313' class='answer   answerof-284272 ' value='1118313'   \/><label for='answer-id-1118313' id='answer-label-1118313' class=' answer'><span>No<\/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-284273'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>23. <\/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 scenario, 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 have an Azure Storage account that contains 100 GB of files. The files contain text and numerical values. 75% of the rows contain description data that has an average length of 1.1 MB. <br \/>\r<br>You plan to copy the data from the storage account to an Azure SQL data warehouse. <br \/>\r<br>You need to prepare the files to ensure that the data copies quickly. <br \/>\r<br>Solution: You modify the files to ensure that each row is less than 1 MB. <br \/>\r<br>Does this meet the goal?<\/div><input type='hidden' name='question_id[]' id='qID_23' value='284273' \/><input type='hidden' id='answerType284273' 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-284273[]' id='answer-id-1118314' class='answer   answerof-284273 ' value='1118314'   \/><label for='answer-id-1118314' id='answer-label-1118314' class=' answer'><span>Yes<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284273[]' id='answer-id-1118315' class='answer   answerof-284273 ' value='1118315'   \/><label for='answer-id-1118315' id='answer-label-1118315' class=' answer'><span>No<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-24' style=';'><div id='questionWrap-24'  class='   watupro-question-id-284274'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>24. <\/span>You have an Azure Synapse Analytics dedicated SQL pool that contains a table named Table1. <br \/>\r<br>Table1 contains the following: <br \/>\r<br>&#10001; One billion rows <br \/>\r<br>&#10001; A clustered columnstore index <br \/>\r<br>&#10001; A hash-distributed column named Product Key <br \/>\r<br>&#10001; A column named Sales Date that is of the date data type and cannot be null <br \/>\r<br>Thirty million rows will be added to Table1 each month. <br \/>\r<br>You need to partition Table1 based on the Sales Date column. The solution must optimize query performance and data loading. <br \/>\r<br>How often should you create a partition?<\/div><input type='hidden' name='question_id[]' id='qID_24' value='284274' \/><input type='hidden' id='answerType284274' 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-284274[]' id='answer-id-1118316' class='answer   answerof-284274 ' value='1118316'   \/><label for='answer-id-1118316' id='answer-label-1118316' class=' answer'><span>once per month<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284274[]' id='answer-id-1118317' class='answer   answerof-284274 ' value='1118317'   \/><label for='answer-id-1118317' id='answer-label-1118317' class=' answer'><span>once per year<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284274[]' id='answer-id-1118318' class='answer   answerof-284274 ' value='1118318'   \/><label for='answer-id-1118318' id='answer-label-1118318' class=' answer'><span>once per day<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284274[]' id='answer-id-1118319' class='answer   answerof-284274 ' value='1118319'   \/><label for='answer-id-1118319' id='answer-label-1118319' class=' answer'><span>once per week<\/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-284275'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>25. <\/span>You have an Azure Data Lake Storage account that contains a staging zone. <br \/>\r<br>You need to design a dairy process to ingest incremental data from the staging zone, transform the data by executing an R script, and then insert the transformed data into a data warehouse in Azure Synapse Analytics. <br \/>\r<br>Solution: You use an Azure Data Factory schedule trigger to execute a pipeline that copies the data to a staging table in the data warehouse, and then uses a stored procedure to execute the R script. <br \/>\r<br>Does this meet the goal?<\/div><input type='hidden' name='question_id[]' id='qID_25' value='284275' \/><input type='hidden' id='answerType284275' 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-284275[]' id='answer-id-1118320' class='answer   answerof-284275 ' value='1118320'   \/><label for='answer-id-1118320' id='answer-label-1118320' class=' answer'><span>Yes<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284275[]' id='answer-id-1118321' class='answer   answerof-284275 ' value='1118321'   \/><label for='answer-id-1118321' id='answer-label-1118321' class=' answer'><span>No<\/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-284276'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>26. <\/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. <br \/>\r<br>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_26' value='284276' \/><input type='hidden' id='answerType284276' 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-284276[]' id='answer-id-1118322' class='answer   answerof-284276 ' value='1118322'   \/><label for='answer-id-1118322' id='answer-label-1118322' class=' answer'><span>region<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284276[]' id='answer-id-1118323' class='answer   answerof-284276 ' value='1118323'   \/><label for='answer-id-1118323' id='answer-label-1118323' class=' answer'><span>product<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284276[]' id='answer-id-1118324' class='answer   answerof-284276 ' value='1118324'   \/><label for='answer-id-1118324' id='answer-label-1118324' class=' answer'><span>week<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284276[]' id='answer-id-1118325' class='answer   answerof-284276 ' value='1118325'   \/><label for='answer-id-1118325' id='answer-label-1118325' class=' answer'><span>month<\/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-284277'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>27. <\/span>You have two Azure Data Factory instances named ADFdev and ADFprod. ADFdev connects to an Azure DevOps Git repository. <br \/>\r<br>You publish changes from the main branch of the Git repository to ADFdev. <br \/>\r<br>You need to deploy the artifacts from ADFdev to ADFprod. <br \/>\r<br>What should you do first?<\/div><input type='hidden' name='question_id[]' id='qID_27' value='284277' \/><input type='hidden' id='answerType284277' 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-284277[]' id='answer-id-1118326' class='answer   answerof-284277 ' value='1118326'   \/><label for='answer-id-1118326' id='answer-label-1118326' class=' answer'><span>From ADFdev, modify the Git configuration.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284277[]' id='answer-id-1118327' class='answer   answerof-284277 ' value='1118327'   \/><label for='answer-id-1118327' id='answer-label-1118327' class=' answer'><span>From ADFdev, create a linked service.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284277[]' id='answer-id-1118328' class='answer   answerof-284277 ' value='1118328'   \/><label for='answer-id-1118328' id='answer-label-1118328' class=' answer'><span>From Azure DevOps, create a release pipeline.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284277[]' id='answer-id-1118329' class='answer   answerof-284277 ' value='1118329'   \/><label for='answer-id-1118329' id='answer-label-1118329' class=' answer'><span>From Azure DevOps, update the main branch.<\/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-284278'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>28. <\/span>HOTSPOT <br \/>\r<br>You have an Azure Synapse Analytics dedicated SQL pool named Pool1. Pool1 contains a fact table named Tablet. Table1 contains sales data. Sixty-five million rows of data are added to Table1 monthly. <br \/>\r<br>At the end of each month, you need to remove data that is older than 36 months. The solution must minimize how long it takes to remove the data. <br \/>\r<br>How should you partition Table1, and how should you remove the old data? 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=210 id=\"\u56fe\u7247 369\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/08\/image026-7.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_28' value='284278' \/><input type='hidden' id='answerType284278' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-284278[]' id='textarea_q_284278' 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-284279'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>29. <\/span>You have an Azure Databricks resource. <br \/>\r<br>You need to log actions that relate to changes in compute for the Databricks resource. <br \/>\r<br>Which Databricks services should you log?<\/div><input type='hidden' name='question_id[]' id='qID_29' value='284279' \/><input type='hidden' id='answerType284279' 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-284279[]' id='answer-id-1118331' class='answer   answerof-284279 ' value='1118331'   \/><label for='answer-id-1118331' id='answer-label-1118331' class=' answer'><span>clusters<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284279[]' id='answer-id-1118332' class='answer   answerof-284279 ' value='1118332'   \/><label for='answer-id-1118332' id='answer-label-1118332' class=' answer'><span>workspace<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284279[]' id='answer-id-1118333' class='answer   answerof-284279 ' value='1118333'   \/><label for='answer-id-1118333' id='answer-label-1118333' class=' answer'><span>DBFS<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284279[]' id='answer-id-1118334' class='answer   answerof-284279 ' value='1118334'   \/><label for='answer-id-1118334' id='answer-label-1118334' class=' answer'><span>SSH \r\nE jobs<\/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-284280'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>30. <\/span>You have an Azure Synapse Analytics dedicated SQL pod. <br \/>\r<br>You need to create a pipeline that will execute a stored procedure in the dedicated SQL pool and use the returned result set as the input (or a downstream activity. The solution must minimize development effort. <br \/>\r<br>Which Type of activity should you use in the pipeline?<\/div><input type='hidden' name='question_id[]' id='qID_30' value='284280' \/><input type='hidden' id='answerType284280' 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-284280[]' id='answer-id-1118335' class='answer   answerof-284280 ' value='1118335'   \/><label for='answer-id-1118335' id='answer-label-1118335' class=' answer'><span>Notebook<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284280[]' id='answer-id-1118336' class='answer   answerof-284280 ' value='1118336'   \/><label for='answer-id-1118336' id='answer-label-1118336' class=' answer'><span>U-SQL<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284280[]' id='answer-id-1118337' class='answer   answerof-284280 ' value='1118337'   \/><label for='answer-id-1118337' id='answer-label-1118337' class=' answer'><span>Script<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284280[]' id='answer-id-1118338' class='answer   answerof-284280 ' value='1118338'   \/><label for='answer-id-1118338' id='answer-label-1118338' class=' answer'><span>Stored Procedure<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-31' style=';'><div id='questionWrap-31'  class='   watupro-question-id-284281'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>31. <\/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\/08\/image028-6.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_31' value='284281' \/><input type='hidden' id='answerType284281' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-284281[]' id='textarea_q_284281' 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-32' style=';'><div id='questionWrap-32'  class='   watupro-question-id-284282'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>32. <\/span>You are designing a folder structure for the files m an Azure Data Lake Storage Gen2 account. The account has one container that contains three years of data. <br \/>\r<br>You need to recommend a folder structure that meets the following requirements: <br \/>\r<br>&#8226; Supports partition elimination for queries by Azure Synapse Analytics serverless SQL pooh <br \/>\r<br>&#8226; Supports fast data retrieval for data from the current month <br \/>\r<br>&#8226; Simplifies data security management by department Which folder structure should you recommend?<\/div><input type='hidden' name='question_id[]' id='qID_32' value='284282' \/><input type='hidden' id='answerType284282' 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-284282[]' id='answer-id-1118340' class='answer   answerof-284282 ' value='1118340'   \/><label for='answer-id-1118340' id='answer-label-1118340' class=' answer'><span>YYYMMDDDepartmentDataSourceDataFile_YYYMMMD<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284282[]' id='answer-id-1118341' class='answer   answerof-284282 ' value='1118341'   \/><label for='answer-id-1118341' id='answer-label-1118341' class=' answer'><span>parquet<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284282[]' id='answer-id-1118342' class='answer   answerof-284282 ' value='1118342'   \/><label for='answer-id-1118342' id='answer-label-1118342' class=' answer'><span>DepdftmentDataSourceYYYMMDataFile_YYYYMMD<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284282[]' id='answer-id-1118343' class='answer   answerof-284282 ' value='1118343'   \/><label for='answer-id-1118343' id='answer-label-1118343' class=' answer'><span>parquet<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284282[]' id='answer-id-1118344' class='answer   answerof-284282 ' value='1118344'   \/><label for='answer-id-1118344' id='answer-label-1118344' class=' answer'><span>DDMMYYYYDepartmentDataSourceDataFile_DDMMY<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284282[]' id='answer-id-1118345' class='answer   answerof-284282 ' value='1118345'   \/><label for='answer-id-1118345' id='answer-label-1118345' class=' answer'><span>parquet<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284282[]' id='answer-id-1118346' class='answer   answerof-284282 ' value='1118346'   \/><label for='answer-id-1118346' id='answer-label-1118346' class=' answer'><span>DataSourceDepartmentYYYYMMDataFile_YYYYMMD<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284282[]' id='answer-id-1118347' class='answer   answerof-284282 ' value='1118347'   \/><label for='answer-id-1118347' id='answer-label-1118347' class=' answer'><span>parquet<\/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-284283'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>33. <\/span>HOTSPOT <br \/>\r<br>You have an Azure Synapse Analytics dedicated SQL pool named Pool1 that contains an external table named Sales. Sales contains sales data. Each row in Sales contains data on a single sale, including the name of the salesperson. <br \/>\r<br>You need to implement row-level security (RLS). The solution must ensure that the salespeople can access only their respective sales. <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=635 height=223 id=\"\u56fe\u7247 348\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/08\/image030-6.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_33' value='284283' \/><input type='hidden' id='answerType284283' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-284283[]' id='textarea_q_284283' 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-284284'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>34. <\/span>HOTSPOT <br \/>\r<br>You are building an Azure Stream Analytics job to identify how much time a user spends interacting with a feature on a webpage. <br \/>\r<br>The job receives events based on user actions on the webpage. Each row of data represents an event. Each event has a type of either 'start' or 'end'. <br \/>\r<br>You need to calculate the duration between start and end events. <br \/>\r<br>How should you complete the 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=650 height=277 id=\"\u56fe\u7247 83\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/08\/image032-5.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_34' value='284284' \/><input type='hidden' id='answerType284284' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-284284[]' id='textarea_q_284284' 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-35' style=';'><div id='questionWrap-35'  class='   watupro-question-id-284285'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>35. <\/span>HOTSPOT <br \/>\r<br>You have an Azure Data Lake Storage Gen2 container. <br \/>\r<br>Data is ingested into the container, and then transformed by a data integration application. The data is NOT modified after that. Users can read files in the container but cannot modify the files. <br \/>\r<br>You need to design a data archiving solution that meets the following requirements: <br \/>\r<br>&#10001; New data is accessed frequently and must be available as quickly as possible. <br \/>\r<br>&#10001; Data that is older than five years is accessed infrequently but must be available <br \/>\r<br>within one second when requested. <br \/>\r<br>&#10001; Data that is older than seven years is NOT accessed. After seven years, the data must be persisted at the lowest cost possible. <br \/>\r<br>&#10001; Costs must be minimized while maintaining the required availability. <br \/>\r<br>How should you manage the data? 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=485 height=337 id=\"\u56fe\u7247 19\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/08\/image034-5.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_35' value='284285' \/><input type='hidden' id='answerType284285' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-284285[]' id='textarea_q_284285' 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-284286'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>36. <\/span>You have an Azure data factory. <br \/>\r<br>You need to examine the pipeline failures from the last 180 flays. <br \/>\r<br>What should you use?<\/div><input type='hidden' name='question_id[]' id='qID_36' value='284286' \/><input type='hidden' id='answerType284286' 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-284286[]' id='answer-id-1118351' class='answer   answerof-284286 ' value='1118351'   \/><label for='answer-id-1118351' id='answer-label-1118351' class=' answer'><span>the Activity tog blade for the Data Factory resource<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284286[]' id='answer-id-1118352' class='answer   answerof-284286 ' value='1118352'   \/><label for='answer-id-1118352' id='answer-label-1118352' class=' answer'><span>Azure Data Factory activity runs in Azure Monitor<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284286[]' id='answer-id-1118353' class='answer   answerof-284286 ' value='1118353'   \/><label for='answer-id-1118353' id='answer-label-1118353' class=' answer'><span>Pipeline runs in the Azure Data Factory user experience<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284286[]' id='answer-id-1118354' class='answer   answerof-284286 ' value='1118354'   \/><label for='answer-id-1118354' id='answer-label-1118354' class=' answer'><span>the Resource health blade for the Data Factory resource<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-37' style=';'><div id='questionWrap-37'  class='   watupro-question-id-284287'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>37. <\/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 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/08\/image037-5.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_37' value='284287' \/><input type='hidden' id='answerType284287' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-284287[]' id='textarea_q_284287' 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-284288'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>38. <\/span>You use Azure Data Lake Storage Gen2. <br \/>\r<br>You need to ensure that workloads can use filter predicates and column projections to filter data at the time the data is read from disk. <br \/>\r<br>Which two actions should you perform? 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_38' value='284288' \/><input type='hidden' id='answerType284288' 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-284288[]' id='answer-id-1118356' class='answer   answerof-284288 ' value='1118356'   \/><label for='answer-id-1118356' id='answer-label-1118356' class=' answer'><span>Reregister the Microsoft Data Lake Store resource provider.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-284288[]' id='answer-id-1118357' class='answer   answerof-284288 ' value='1118357'   \/><label for='answer-id-1118357' id='answer-label-1118357' class=' answer'><span>Reregister the Azure Storage resource provider.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-284288[]' id='answer-id-1118358' class='answer   answerof-284288 ' value='1118358'   \/><label for='answer-id-1118358' id='answer-label-1118358' class=' answer'><span>Create a storage policy that is scoped to a container.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-284288[]' id='answer-id-1118359' class='answer   answerof-284288 ' value='1118359'   \/><label for='answer-id-1118359' id='answer-label-1118359' class=' answer'><span>Register the query acceleration feature.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-284288[]' id='answer-id-1118360' class='answer   answerof-284288 ' value='1118360'   \/><label for='answer-id-1118360' id='answer-label-1118360' class=' answer'><span>Create a storage policy that is scoped to a container prefix filter.<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-39' style=';'><div id='questionWrap-39'  class='   watupro-question-id-284289'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>39. <\/span>You are designing a highly available Azure Data Lake Storage solution that will include 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 in the monitoring solution?<\/div><input type='hidden' name='question_id[]' id='qID_39' value='284289' \/><input type='hidden' id='answerType284289' 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-284289[]' id='answer-id-1118361' class='answer   answerof-284289 ' value='1118361'   \/><label for='answer-id-1118361' id='answer-label-1118361' class=' answer'><span>availability<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284289[]' id='answer-id-1118362' class='answer   answerof-284289 ' value='1118362'   \/><label for='answer-id-1118362' id='answer-label-1118362' class=' answer'><span>Average Success E2E Latency<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284289[]' id='answer-id-1118363' class='answer   answerof-284289 ' value='1118363'   \/><label for='answer-id-1118363' id='answer-label-1118363' class=' answer'><span>5xx: Server Error errors<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284289[]' id='answer-id-1118364' class='answer   answerof-284289 ' value='1118364'   \/><label for='answer-id-1118364' id='answer-label-1118364' class=' answer'><span>Last Sync Time<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-40' style=';'><div id='questionWrap-40'  class='   watupro-question-id-284290'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>40. <\/span>DRAG DROP <br \/>\r<br>You have an Apache Spark DataFrame named temperatures. <br \/>\r<br>A sample of the data is shown in the following table. <br \/>\r<br><br><img decoding=\"async\" width=236 height=195 id=\"\u56fe\u7247 268\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/08\/image039-5.jpg\"><br><br \/>\r<br>You need to produce the following table by using a Spark SQL query. <br \/>\r<br><br><img decoding=\"async\" width=649 height=96 id=\"\u56fe\u7247 269\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/08\/image040-5.jpg\"><br><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. NOTE: Each correct selection is worth one point. <br \/>\r<br><br><img decoding=\"async\" width=651 height=313 id=\"\u56fe\u7247 270\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/08\/image041-5.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_40' value='284290' \/><input type='hidden' id='answerType284290' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-284290[]' id='textarea_q_284290' 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-284291'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>41. <\/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\/08\/image043-5.jpg\"><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_41' value='284291' \/><input type='hidden' id='answerType284291' 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-284291[]' id='answer-id-1118366' class='answer   answerof-284291 ' value='1118366'   \/><label for='answer-id-1118366' id='answer-label-1118366' class=' answer'><span>[ManagerEmployeeID] [int] NULL<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284291[]' id='answer-id-1118367' class='answer   answerof-284291 ' value='1118367'   \/><label for='answer-id-1118367' id='answer-label-1118367' class=' answer'><span>[ManagerEmployeeID] [smallint] NULL<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284291[]' id='answer-id-1118368' class='answer   answerof-284291 ' value='1118368'   \/><label for='answer-id-1118368' id='answer-label-1118368' class=' answer'><span>[ManagerEmployeeKey] [int] NULL<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284291[]' id='answer-id-1118369' class='answer   answerof-284291 ' value='1118369'   \/><label for='answer-id-1118369' id='answer-label-1118369' class=' answer'><span>[ManagerName] [varchar](200) NULL<\/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-284292'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>42. <\/span>You have an Azure subscription that contains an Azure Synapse Analytics workspace named ws1 and an Azure Cosmos D6 database account named Cosmos1 Costmos1 contains a container named container 1 and ws1 contains a serverless1 SQL pool. <br \/>\r<br>you need to ensure that you can Query the data in container by using the serverless1 SQL pool. <br \/>\r<br>Which three actions should you perform? 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_42' value='284292' \/><input type='hidden' id='answerType284292' 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-284292[]' id='answer-id-1118370' class='answer   answerof-284292 ' value='1118370'   \/><label for='answer-id-1118370' id='answer-label-1118370' class=' answer'><span>Enable Azure Synapse Link for Cosmos1<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-284292[]' id='answer-id-1118371' class='answer   answerof-284292 ' value='1118371'   \/><label for='answer-id-1118371' id='answer-label-1118371' class=' answer'><span>Disable the analytical store for container1.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-284292[]' id='answer-id-1118372' class='answer   answerof-284292 ' value='1118372'   \/><label for='answer-id-1118372' id='answer-label-1118372' class=' answer'><span>In ws1. create a linked service that references Cosmos1<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-284292[]' id='answer-id-1118373' class='answer   answerof-284292 ' value='1118373'   \/><label for='answer-id-1118373' id='answer-label-1118373' class=' answer'><span>Enable the analytical store for container1<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-284292[]' id='answer-id-1118374' class='answer   answerof-284292 ' value='1118374'   \/><label for='answer-id-1118374' id='answer-label-1118374' class=' answer'><span>Disable indexing for container1<\/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-284293'>\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 scenario, 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 have an Azure Storage account that contains 100 GB of files. The files contain text and numerical values. 75% of the rows contain description data that has an average length of 1.1 MB. <br \/>\r<br>You plan to copy the data from the storage account to an enterprise data warehouse in Azure Synapse Analytics. <br \/>\r<br>You need to prepare the files to ensure that the data copies quickly. <br \/>\r<br>Solution: You convert the files to compressed delimited text files. <br \/>\r<br>Does this meet the goal?<\/div><input type='hidden' name='question_id[]' id='qID_43' value='284293' \/><input type='hidden' id='answerType284293' 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-284293[]' id='answer-id-1118375' class='answer   answerof-284293 ' value='1118375'   \/><label for='answer-id-1118375' id='answer-label-1118375' class=' answer'><span>Yes<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284293[]' id='answer-id-1118376' class='answer   answerof-284293 ' value='1118376'   \/><label for='answer-id-1118376' id='answer-label-1118376' 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-284294'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>44. <\/span>A company has a real-time data analysis solution that is hosted on Microsoft Azure. The solution uses Azure Event Hub to ingest data and an Azure Stream Analytics cloud job to analyze the data. The cloud job is configured to use 120 Streaming Units (SU). <br \/>\r<br>You need to optimize performance for the Azure Stream Analytics job. <br \/>\r<br>Which two actions should you perform? 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_44' value='284294' \/><input type='hidden' id='answerType284294' 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-284294[]' id='answer-id-1118377' class='answer   answerof-284294 ' value='1118377'   \/><label for='answer-id-1118377' id='answer-label-1118377' class=' answer'><span>Implement event ordering.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-284294[]' id='answer-id-1118378' class='answer   answerof-284294 ' value='1118378'   \/><label for='answer-id-1118378' id='answer-label-1118378' class=' answer'><span>Implement Azure Stream Analytics user-defined functions (UDF).<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-284294[]' id='answer-id-1118379' class='answer   answerof-284294 ' value='1118379'   \/><label for='answer-id-1118379' id='answer-label-1118379' class=' answer'><span>Implement query parallelization by partitioning the data output.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-284294[]' id='answer-id-1118380' class='answer   answerof-284294 ' value='1118380'   \/><label for='answer-id-1118380' id='answer-label-1118380' class=' answer'><span>Scale the SU count for the job up.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-284294[]' id='answer-id-1118381' class='answer   answerof-284294 ' value='1118381'   \/><label for='answer-id-1118381' id='answer-label-1118381' class=' answer'><span>Scale the SU count for the job down.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-284294[]' id='answer-id-1118382' class='answer   answerof-284294 ' value='1118382'   \/><label for='answer-id-1118382' id='answer-label-1118382' class=' answer'><span>Implement query parallelization by partitioning the data input.<\/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-284295'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>45. <\/span>DRAG DROP <br \/>\r<br>You plan to monitor an Azure data factory by using the Monitor &amp; Manage app. <br \/>\r<br>You need to identify the status and duration of activities that reference a table in a source database. <br \/>\r<br>Which three actions should you perform in sequence? To answer, move the actions from the list of actions to the answer are and arrange them in the correct order. <br \/>\r<br><br><img decoding=\"async\" width=649 height=359 id=\"\u56fe\u7247 90\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/08\/image044-5.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_45' value='284295' \/><input type='hidden' id='answerType284295' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-284295[]' id='textarea_q_284295' 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-284296'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>46. <\/span>You have an Azure Synapse Analytics serverless SQL pool named Pool1 and an Azure Data Lake Storage Gen2 account named storage1. The AllowedBlobpublicAccess porperty is disabled for storage1. <br \/>\r<br>You need to create an external data source that can be used by Azure Active Directory <br \/>\r<br>(Azure AD) users to access storage1 from Pool1. <br \/>\r<br>What should you create first?<\/div><input type='hidden' name='question_id[]' id='qID_46' value='284296' \/><input type='hidden' id='answerType284296' 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-284296[]' id='answer-id-1118384' class='answer   answerof-284296 ' value='1118384'   \/><label for='answer-id-1118384' id='answer-label-1118384' class=' answer'><span>an external resource pool<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284296[]' id='answer-id-1118385' class='answer   answerof-284296 ' value='1118385'   \/><label for='answer-id-1118385' id='answer-label-1118385' class=' answer'><span>a remote service binding<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284296[]' id='answer-id-1118386' class='answer   answerof-284296 ' value='1118386'   \/><label for='answer-id-1118386' id='answer-label-1118386' class=' answer'><span>database scoped credentials<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284296[]' id='answer-id-1118387' class='answer   answerof-284296 ' value='1118387'   \/><label for='answer-id-1118387' id='answer-label-1118387' class=' answer'><span>an external library<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-47' style=';'><div id='questionWrap-47'  class='   watupro-question-id-284297'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>47. <\/span>CORRECT TEXT <br \/>\r<br>The storage account container view is shown in the Refdata exhibit. (Click the Refdata tab.) <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=555 height=423 id=\"\u56fe\u7247 319\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/08\/image046-5.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_47' value='284297' \/><input type='hidden' id='answerType284297' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-284297[]' id='textarea_q_284297' 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-284298'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>48. <\/span>HOTSPOT <br \/>\r<br>You have an Azure subscription that contains an Azure Synapse Analytics dedicated SQL pool. <br \/>\r<br>You plan to deploy a solution that will analyze sales data and include the following: <br \/>\r<br>&#8226; A table named Country that will contain 195 rows <br \/>\r<br>&#8226; A table named Sales that will contain 100 million rows <br \/>\r<br>&#8226; A query to identify total sales by country and customer from the past 30 days. <br \/>\r<br>You need to create the tables. The solution must maximize query performance. <br \/>\r<br>How should you complete the script? 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=407 height=374 id=\"\u56fe\u7247 310\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/08\/image048-5.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_48' value='284298' \/><input type='hidden' id='answerType284298' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-284298[]' id='textarea_q_284298' 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-49' style=';'><div id='questionWrap-49'  class='   watupro-question-id-284299'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>49. <\/span>You are designing an Azure Data Lake Storage solution that will transform raw JSON files for use in an analytical workload. <br \/>\r<br>You need to recommend a format for the transformed files. <br \/>\r<br>The solution must meet the following requirements: <br \/>\r<br>&#10001; Contain information about the data types of each column in the files. <br \/>\r<br>&#10001; Support querying a subset of columns in the files. <br \/>\r<br>&#10001; Support read-heavy analytical workloads. <br \/>\r<br>&#10001; Minimize the file size. <br \/>\r<br>What should you recommend?<\/div><input type='hidden' name='question_id[]' id='qID_49' value='284299' \/><input type='hidden' id='answerType284299' 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-284299[]' id='answer-id-1118390' class='answer   answerof-284299 ' value='1118390'   \/><label for='answer-id-1118390' id='answer-label-1118390' class=' answer'><span>JSON<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284299[]' id='answer-id-1118391' class='answer   answerof-284299 ' value='1118391'   \/><label for='answer-id-1118391' id='answer-label-1118391' class=' answer'><span>CSV<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284299[]' id='answer-id-1118392' class='answer   answerof-284299 ' value='1118392'   \/><label for='answer-id-1118392' id='answer-label-1118392' class=' answer'><span>Apache Avro<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284299[]' id='answer-id-1118393' class='answer   answerof-284299 ' value='1118393'   \/><label for='answer-id-1118393' id='answer-label-1118393' class=' answer'><span>Apache Parquet<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-50' style=';'><div id='questionWrap-50'  class='   watupro-question-id-284300'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>50. <\/span>You have an Azure Data lake Storage account that contains a staging zone. <br \/>\r<br>You need to design a daily process to ingest incremental data from the staging zone, transform the data by executing an R script, and then insert the transformed data into a data warehouse in Azure Synapse Analytics. <br \/>\r<br>Solution: You use an Azure Data Factory schedule trigger to execute a pipeline that executes an Azure Databricks notebook, and then inserts the data into the data warehouse. <br \/>\r<br>Dow this meet the goal?<\/div><input type='hidden' name='question_id[]' id='qID_50' value='284300' \/><input type='hidden' id='answerType284300' 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-284300[]' id='answer-id-1118394' class='answer   answerof-284300 ' value='1118394'   \/><label for='answer-id-1118394' id='answer-label-1118394' class=' answer'><span>Yes<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284300[]' id='answer-id-1118395' class='answer   answerof-284300 ' value='1118395'   \/><label for='answer-id-1118395' id='answer-label-1118395' class=' answer'><span>No<\/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-284301'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>51. <\/span>HOTSPOT <br \/>\r<br>You have an Azure Data Factory pipeline shown the following exhibit. <br \/>\r<br><br><img decoding=\"async\" width=649 height=89 id=\"\u56fe\u7247 337\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/08\/image050-5.jpg\"><br><br \/>\r<br>The execution log for the first pipeline run is shown in the following exhibit. <br \/>\r<br><br><img decoding=\"async\" width=649 height=189 id=\"\u56fe\u7247 339\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/08\/image051-5.jpg\"><br><br \/>\r<br>The execution log for the second pipeline run is shown in the following exhibit. <br \/>\r<br><br><img decoding=\"async\" width=649 height=216 id=\"\u56fe\u7247 341\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/08\/image052-6.jpg\"><br><br \/>\r<br>For each of the following statements, select Yes if the statement is true. Otherwise, select No. NOTE: Each correct selection is worth one point. <br \/>\r<br><br><img decoding=\"async\" width=649 height=154 id=\"\u56fe\u7247 343\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/08\/image053-6.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_51' value='284301' \/><input type='hidden' id='answerType284301' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-284301[]' id='textarea_q_284301' 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-52' style=';'><div id='questionWrap-52'  class='   watupro-question-id-284302'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>52. <\/span>You are building a data flow in Azure Data Factory that upserts data into a table in an Azure Synapse Analytics dedicated SQL pool. <br \/>\r<br>You need to add a transformation to the data flow. The transformation must specify logic indicating when a row from the input data must be upserted into the sink. <br \/>\r<br>Which type of transformation should you add to the data flow?<\/div><input type='hidden' name='question_id[]' id='qID_52' value='284302' \/><input type='hidden' id='answerType284302' 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-284302[]' id='answer-id-1118397' class='answer   answerof-284302 ' value='1118397'   \/><label for='answer-id-1118397' id='answer-label-1118397' class=' answer'><span>join<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284302[]' id='answer-id-1118398' class='answer   answerof-284302 ' value='1118398'   \/><label for='answer-id-1118398' id='answer-label-1118398' class=' answer'><span>select<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284302[]' id='answer-id-1118399' class='answer   answerof-284302 ' value='1118399'   \/><label for='answer-id-1118399' id='answer-label-1118399' class=' answer'><span>surrogate key<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284302[]' id='answer-id-1118400' class='answer   answerof-284302 ' value='1118400'   \/><label for='answer-id-1118400' id='answer-label-1118400' class=' answer'><span>alter row<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-53' style=';'><div id='questionWrap-53'  class='   watupro-question-id-284303'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>53. <\/span>HOTSPOT <br \/>\r<br>You have an Azure Synapse Analytics serverless SQL pool, an Azure Synapse Analytics dedicated SQL pool, an Apache Spark pool, and an Azure Data Lake Storage Gen2 account. <br \/>\r<br>You need to create a table in a lake database. The table must be available to both the serverless SQL pool and the Spark pool. <br \/>\r<br>Where should you create the table, and Which file format should you use for data in the 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=401 height=156 id=\"\u56fe\u7247 275\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/08\/image055-6.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_53' value='284303' \/><input type='hidden' id='answerType284303' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-284303[]' id='textarea_q_284303' 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-284304'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>54. <\/span>CORRECT TEXT <br \/>\r<br>Metadata<\/div><input type='hidden' name='question_id[]' id='qID_54' value='284304' \/><input type='hidden' id='answerType284304' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-284304[]' id='textarea_q_284304' 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-284305'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>55. <\/span>DRAG DROP <br \/>\r<br>You have the following table named Employees. <br \/>\r<br><br><img decoding=\"async\" width=501 height=82 id=\"\u56fe\u7247 32\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/08\/image057-5.jpg\"><br><br \/>\r<br>You need to calculate the employee_type value based on the hire_date value. <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=622 height=288 id=\"\u56fe\u7247 33\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/08\/image058-5.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_55' value='284305' \/><input type='hidden' id='answerType284305' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-284305[]' id='textarea_q_284305' 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-284306'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>56. <\/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\/08\/image060-5.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. <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\/08\/image061-5.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_56' value='284306' \/><input type='hidden' id='answerType284306' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-284306[]' id='textarea_q_284306' 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-284307'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>57. <\/span>You are designing an Azure Databricks cluster that runs user-defined local processes. <br \/>\r<br>You need to recommend a cluster configuration that meets the following requirements: <br \/>\r<br>&#8226; Minimize query latency. <br \/>\r<br>&#8226; Maximize the number of users that can run queues on the cluster at the same time &laquo; <br \/>\r<br>Reduce overall costs without compromising other requirements <br \/>\r<br>Which cluster type should you recommend?<\/div><input type='hidden' name='question_id[]' id='qID_57' value='284307' \/><input type='hidden' id='answerType284307' 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-284307[]' id='answer-id-1118405' class='answer   answerof-284307 ' value='1118405'   \/><label for='answer-id-1118405' id='answer-label-1118405' class=' answer'><span>Standard with Auto termination<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284307[]' id='answer-id-1118406' class='answer   answerof-284307 ' value='1118406'   \/><label for='answer-id-1118406' id='answer-label-1118406' class=' answer'><span>Standard with Autoscaling<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284307[]' id='answer-id-1118407' class='answer   answerof-284307 ' value='1118407'   \/><label for='answer-id-1118407' id='answer-label-1118407' class=' answer'><span>High Concurrency with Autoscaling<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284307[]' id='answer-id-1118408' class='answer   answerof-284307 ' value='1118408'   \/><label for='answer-id-1118408' id='answer-label-1118408' class=' answer'><span>High Concurrency with Auto Termination<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-58' style=';'><div id='questionWrap-58'  class='   watupro-question-id-284308'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>58. <\/span>HOTSPOT <br \/>\r<br>You store files in an Azure Data Lake Storage Gen2 container. <br \/>\r<br>The container has the storage policy shown in the following exhibit. <br \/>\r<br><br><img decoding=\"async\" width=386 height=376 id=\"\u56fe\u7247 141\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/08\/image063-5.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=651 height=259 id=\"\u56fe\u7247 142\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/08\/image064-5.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_58' value='284308' \/><input type='hidden' id='answerType284308' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-284308[]' id='textarea_q_284308' 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-284309'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>59. <\/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\/08\/image066-5.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_59' value='284309' \/><input type='hidden' id='answerType284309' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-284309[]' id='textarea_q_284309' 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-284310'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>60. <\/span>You have an Azure Data Factory pipeline named pipeline1 that is invoked by a tumbling window trigger named Trigger1. Trigger1 has a recurrence of 60 minutes. <br \/>\r<br>You need to ensure that pipeline1 will execute only if the previous execution completes successfully. <br \/>\r<br>How should you configure the self-dependency for Trigger1?<\/div><input type='hidden' name='question_id[]' id='qID_60' value='284310' \/><input type='hidden' id='answerType284310' 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-284310[]' id='answer-id-1118411' class='answer   answerof-284310 ' value='1118411'   \/><label for='answer-id-1118411' id='answer-label-1118411' class=' answer'><span>offset: &quot;-00:01:00&quot; size: &quot;00:01:00&quot;<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284310[]' id='answer-id-1118412' class='answer   answerof-284310 ' value='1118412'   \/><label for='answer-id-1118412' id='answer-label-1118412' class=' answer'><span>offset: &quot;01:00:00&quot; size: &quot;-01:00:00&quot;<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284310[]' id='answer-id-1118413' class='answer   answerof-284310 ' value='1118413'   \/><label for='answer-id-1118413' id='answer-label-1118413' class=' answer'><span>offset: &quot;01:00:00&quot; size: &quot;01:00:00&quot;<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284310[]' id='answer-id-1118414' class='answer   answerof-284310 ' value='1118414'   \/><label for='answer-id-1118414' id='answer-label-1118414' class=' answer'><span>offset: &quot;-01:00:00&quot; size: &quot;01:00:00&quot;<\/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-284311'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>61. <\/span>You have two Azure Blob Storage accounts named account1 and account2? <br \/>\r<br>You plan to create an Azure Data Factory pipeline that will use scheduled intervals to replicate newly created or modified blobs from account1 to account? <br \/>\r<br>You need to recommend a solution to implement the pipeline. <br \/>\r<br>The solution must meet the following requirements: <br \/>\r<br>&#8226; Ensure that the pipeline only copies blobs that were created of modified since the most recent replication event. <br \/>\r<br>&#8226; Minimize the effort to create the pipeline. <br \/>\r<br>What should you recommend?<\/div><input type='hidden' name='question_id[]' id='qID_61' value='284311' \/><input type='hidden' id='answerType284311' 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-284311[]' id='answer-id-1118415' class='answer   answerof-284311 ' value='1118415'   \/><label for='answer-id-1118415' id='answer-label-1118415' class=' answer'><span>Create a pipeline that contains a flowlet.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284311[]' id='answer-id-1118416' class='answer   answerof-284311 ' value='1118416'   \/><label for='answer-id-1118416' id='answer-label-1118416' class=' answer'><span>Create a pipeline that contains a Data Flow activity.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284311[]' id='answer-id-1118417' class='answer   answerof-284311 ' value='1118417'   \/><label for='answer-id-1118417' id='answer-label-1118417' class=' answer'><span>Run the Copy Data tool and select Metadata-driven copy task.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284311[]' id='answer-id-1118418' class='answer   answerof-284311 ' value='1118418'   \/><label for='answer-id-1118418' id='answer-label-1118418' class=' answer'><span>Run the Copy Data tool and select Built-in copy task.<\/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-284312'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>62. <\/span>You have a data warehouse in Azure Synapse Analytics. <br \/>\r<br>You need to ensure that the data in the data warehouse is encrypted at rest. <br \/>\r<br>What should you enable?<\/div><input type='hidden' name='question_id[]' id='qID_62' value='284312' \/><input type='hidden' id='answerType284312' 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-284312[]' id='answer-id-1118419' class='answer   answerof-284312 ' value='1118419'   \/><label for='answer-id-1118419' id='answer-label-1118419' class=' answer'><span>Advanced Data Security for this database<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284312[]' id='answer-id-1118420' class='answer   answerof-284312 ' value='1118420'   \/><label for='answer-id-1118420' id='answer-label-1118420' class=' answer'><span>Transparent Data Encryption (TDE)<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284312[]' id='answer-id-1118421' class='answer   answerof-284312 ' value='1118421'   \/><label for='answer-id-1118421' id='answer-label-1118421' class=' answer'><span>Secure transfer required<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284312[]' id='answer-id-1118422' class='answer   answerof-284312 ' value='1118422'   \/><label for='answer-id-1118422' id='answer-label-1118422' class=' answer'><span>Dynamic Data Masking<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-63' style=';'><div id='questionWrap-63'  class='   watupro-question-id-284313'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>63. <\/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\/08\/image068-4.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_63' value='284313' \/><input type='hidden' id='answerType284313' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-284313[]' id='textarea_q_284313' 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-64' style=';'><div id='questionWrap-64'  class='   watupro-question-id-284314'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>64. <\/span>DRAG DROP <br \/>\r<br>You have an Azure subscription. <br \/>\r<br>You plan to build a data warehouse in an Azure Synapse Analytics dedicated SQL pool named pool1 that will contain staging tables and a dimensional model Pool1 will contain the following tables. <br \/>\r<br><br><img decoding=\"async\" width=526 height=64 id=\"\u56fe\u7247 295\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/08\/image070-4.jpg\"><br><br \/>\r<br><br><img decoding=\"async\" width=417 height=129 id=\"\u56fe\u7247 298\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/08\/image071-4.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_64' value='284314' \/><input type='hidden' id='answerType284314' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-284314[]' id='textarea_q_284314' 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-65' style=';'><div id='questionWrap-65'  class='   watupro-question-id-284315'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>65. <\/span>You are designing a partition strategy for a fact table in an Azure Synapse Analytics dedicated SQL pool. <br \/>\r<br>The table has the following specifications: <br \/>\r<br>&#8226; Contain sales data for 20,000 products. <br \/>\r<br>&#8226; Use hash distribution on a column named ProduclID, <br \/>\r<br>&#8226; Contain 2.4 billion records for the years 20l9 and 2020. <br \/>\r<br>Which number of partition ranges provides optimal compression and performance of the clustered column store index?<\/div><input type='hidden' name='question_id[]' id='qID_65' value='284315' \/><input type='hidden' id='answerType284315' 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-284315[]' id='answer-id-1118425' class='answer   answerof-284315 ' value='1118425'   \/><label for='answer-id-1118425' id='answer-label-1118425' class=' answer'><span>40<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284315[]' id='answer-id-1118426' class='answer   answerof-284315 ' value='1118426'   \/><label for='answer-id-1118426' id='answer-label-1118426' class=' answer'><span>240<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284315[]' id='answer-id-1118427' class='answer   answerof-284315 ' value='1118427'   \/><label for='answer-id-1118427' id='answer-label-1118427' class=' answer'><span>400<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284315[]' id='answer-id-1118428' class='answer   answerof-284315 ' value='1118428'   \/><label for='answer-id-1118428' id='answer-label-1118428' class=' answer'><span>2,400<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-66' style=';'><div id='questionWrap-66'  class='   watupro-question-id-284316'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>66. <\/span>You plan to implement an Azure Data Lake Storage Gen2 container that will contain CSV files. The size of the files will vary based on the number of events that occur per hour. <br \/>\r<br>File sizes range from 4.KB to 5 GB. <br \/>\r<br>You need to ensure that the files stored in the container are optimized for batch processing. <br \/>\r<br>What should you do?<\/div><input type='hidden' name='question_id[]' id='qID_66' value='284316' \/><input type='hidden' id='answerType284316' 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-284316[]' id='answer-id-1118429' class='answer   answerof-284316 ' value='1118429'   \/><label for='answer-id-1118429' id='answer-label-1118429' class=' answer'><span>Compress the files.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284316[]' id='answer-id-1118430' class='answer   answerof-284316 ' value='1118430'   \/><label for='answer-id-1118430' id='answer-label-1118430' class=' answer'><span>Merge the files.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284316[]' id='answer-id-1118431' class='answer   answerof-284316 ' value='1118431'   \/><label for='answer-id-1118431' id='answer-label-1118431' class=' answer'><span>Convert the files to JSON<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284316[]' id='answer-id-1118432' class='answer   answerof-284316 ' value='1118432'   \/><label for='answer-id-1118432' id='answer-label-1118432' class=' answer'><span>Convert the files to Avro.<\/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-284317'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>67. <\/span>CORRECT TEXT <br \/>\r<br>You have an Azure Data Factory pipeline that contains a data flow. <br \/>\r<br>The data flow contains the following expression. <br \/>\r<br><br><img decoding=\"async\" width=198 height=110 id=\"\u56fe\u7247 62\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/08\/image073-4.jpg\"><br><br \/>\r<br><br><img decoding=\"async\" width=296 height=101 id=\"\u56fe\u7247 380\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/08\/image074-4.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_67' value='284317' \/><input type='hidden' id='answerType284317' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-284317[]' id='textarea_q_284317' 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-284318'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>68. <\/span>You have an Azure Synapse Analytics dedicated SQL pool named Pool1. Pool1 contains a table named table1. <br \/>\r<br>You load 5 TB of data intotable1. <br \/>\r<br>You need to ensure that column store compression is maximized for table1. <br \/>\r<br>Which statement should you execute?<\/div><input type='hidden' name='question_id[]' id='qID_68' value='284318' \/><input type='hidden' id='answerType284318' 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-284318[]' id='answer-id-1118434' class='answer   answerof-284318 ' value='1118434'   \/><label for='answer-id-1118434' id='answer-label-1118434' class=' answer'><span>ALTER INDEX ALL on table1 REORGANIZE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284318[]' id='answer-id-1118435' class='answer   answerof-284318 ' value='1118435'   \/><label for='answer-id-1118435' id='answer-label-1118435' class=' answer'><span>ALTER INDEX ALL on table1 REBUILD<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284318[]' id='answer-id-1118436' class='answer   answerof-284318 ' value='1118436'   \/><label for='answer-id-1118436' id='answer-label-1118436' class=' answer'><span>DBCC DBREINOEX (table1)<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284318[]' id='answer-id-1118437' class='answer   answerof-284318 ' value='1118437'   \/><label for='answer-id-1118437' id='answer-label-1118437' class=' answer'><span>DBCC INDEXDEFRAG (pool1, table1)<\/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-284319'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>69. <\/span>You have two fact tables named Flight and Weather. <br \/>\r<br>Queries targeting the tables will be based on the join between the following columns. <br \/>\r<br><br><img decoding=\"async\" width=403 height=148 id=\"\u56fe\u7247 144\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/08\/image076-4.jpg\"><br><br \/>\r<br>You need to recommend a solution that maximizes query performance. <br \/>\r<br>What should you include in the recommendation?<\/div><input type='hidden' name='question_id[]' id='qID_69' value='284319' \/><input type='hidden' id='answerType284319' 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-284319[]' id='answer-id-1118438' class='answer   answerof-284319 ' value='1118438'   \/><label for='answer-id-1118438' id='answer-label-1118438' class=' answer'><span>In the tables use a hash distribution of ArrivalDateTime and ReportDateTime.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284319[]' id='answer-id-1118439' class='answer   answerof-284319 ' value='1118439'   \/><label for='answer-id-1118439' id='answer-label-1118439' class=' answer'><span>In the tables use a hash distribution of ArrivaIAirportID and Airportl<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284319[]' id='answer-id-1118440' class='answer   answerof-284319 ' value='1118440'   \/><label for='answer-id-1118440' id='answer-label-1118440' class=' answer'><span>In each table, create an identity column.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284319[]' id='answer-id-1118441' class='answer   answerof-284319 ' value='1118441'   \/><label for='answer-id-1118441' id='answer-label-1118441' class=' answer'><span>In each table, create a column as a composite of the other two columns in the table.<\/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-284320'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>70. <\/span>You create an Azure Databricks cluster and specify an additional library to install. <br \/>\r<br>When you attempt to load the library to a notebook, the library in not found. <br \/>\r<br>You need to identify the cause of the issue. <br \/>\r<br>What should you review?<\/div><input type='hidden' name='question_id[]' id='qID_70' value='284320' \/><input type='hidden' id='answerType284320' 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-284320[]' id='answer-id-1118442' class='answer   answerof-284320 ' value='1118442'   \/><label for='answer-id-1118442' id='answer-label-1118442' class=' answer'><span>notebook logs<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284320[]' id='answer-id-1118443' class='answer   answerof-284320 ' value='1118443'   \/><label for='answer-id-1118443' id='answer-label-1118443' class=' answer'><span>cluster event logs<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284320[]' id='answer-id-1118444' class='answer   answerof-284320 ' value='1118444'   \/><label for='answer-id-1118444' id='answer-label-1118444' class=' answer'><span>global init scripts logs<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284320[]' id='answer-id-1118445' class='answer   answerof-284320 ' value='1118445'   \/><label for='answer-id-1118445' id='answer-label-1118445' class=' answer'><span>workspace logs<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-71' style=';'><div id='questionWrap-71'  class='   watupro-question-id-284321'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>71. <\/span>You are designing an inventory updates table in an Azure Synapse Analytics dedicated SQL pool. <br \/>\r<br>The table will have a clustered columnstore index and will include the following columns: <br \/>\r<br><br><img decoding=\"async\" width=649 height=98 id=\"\u56fe\u7247 109\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/08\/image077-4.jpg\"><br><br \/>\r<br>You identify the following usage patterns: <br \/>\r<br>&#10001; Analysts will most commonly analyze transactions for a warehouse. <br \/>\r<br>&#10001; Queries will summarize by product category type, date, and\/or inventory event type. <br \/>\r<br>You need to recommend a partition strategy for the table to minimize query times. <br \/>\r<br>On which column should you partition the table?<\/div><input type='hidden' name='question_id[]' id='qID_71' value='284321' \/><input type='hidden' id='answerType284321' 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-284321[]' id='answer-id-1118446' class='answer   answerof-284321 ' value='1118446'   \/><label for='answer-id-1118446' id='answer-label-1118446' class=' answer'><span>ProductCategoryTypeID<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284321[]' id='answer-id-1118447' class='answer   answerof-284321 ' value='1118447'   \/><label for='answer-id-1118447' id='answer-label-1118447' class=' answer'><span>EventDate<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284321[]' id='answer-id-1118448' class='answer   answerof-284321 ' value='1118448'   \/><label for='answer-id-1118448' id='answer-label-1118448' class=' answer'><span>WarehouseID<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284321[]' id='answer-id-1118449' class='answer   answerof-284321 ' value='1118449'   \/><label for='answer-id-1118449' id='answer-label-1118449' class=' answer'><span>EventTypeID<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-72' style=';'><div id='questionWrap-72'  class='   watupro-question-id-284322'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>72. <\/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\/08\/image078-4.jpg\"><br><br \/>\r<br>What do the query results include?<\/div><input type='hidden' name='question_id[]' id='qID_72' value='284322' \/><input type='hidden' id='answerType284322' 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-284322[]' id='answer-id-1118450' class='answer   answerof-284322 ' value='1118450'   \/><label for='answer-id-1118450' id='answer-label-1118450' 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-284322[]' id='answer-id-1118451' class='answer   answerof-284322 ' value='1118451'   \/><label for='answer-id-1118451' id='answer-label-1118451' 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-284322[]' id='answer-id-1118452' class='answer   answerof-284322 ' value='1118452'   \/><label for='answer-id-1118452' id='answer-label-1118452' 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-284322[]' id='answer-id-1118453' class='answer   answerof-284322 ' value='1118453'   \/><label for='answer-id-1118453' id='answer-label-1118453' 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-73' style=';'><div id='questionWrap-73'  class='   watupro-question-id-284323'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>73. <\/span>You are designing an Azure Databricks table. The table will ingest an average of 20 million streaming events per day. <br \/>\r<br>You need to persist the events in the table for use in incremental load pipeline jobs in Azure Databricks. The solution must minimize storage costs and incremental load times. <br \/>\r<br>What should you include in the solution?<\/div><input type='hidden' name='question_id[]' id='qID_73' value='284323' \/><input type='hidden' id='answerType284323' 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-284323[]' id='answer-id-1118454' class='answer   answerof-284323 ' value='1118454'   \/><label for='answer-id-1118454' id='answer-label-1118454' class=' answer'><span>Partition by DateTime fields.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284323[]' id='answer-id-1118455' class='answer   answerof-284323 ' value='1118455'   \/><label for='answer-id-1118455' id='answer-label-1118455' class=' answer'><span>Sink to Azure Queue storage.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284323[]' id='answer-id-1118456' class='answer   answerof-284323 ' value='1118456'   \/><label for='answer-id-1118456' id='answer-label-1118456' class=' answer'><span>Include a watermark column.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284323[]' id='answer-id-1118457' class='answer   answerof-284323 ' value='1118457'   \/><label for='answer-id-1118457' id='answer-label-1118457' class=' answer'><span>Use a JSON format for physical data storage.<\/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-284324'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>74. <\/span>HOTSPOT <br \/>\r<br>You use Azure Data Lake Storage Gen2 to store data that data scientists and data engineers will query by using Azure Databricks interactive notebooks. Users will have access only to the Data Lake Storage folders that relate to the projects on which they work. <br \/>\r<br>You need to recommend which authentication methods to use for Databricks and Data Lake Storage to provide the users with the appropriate access. The solution must minimize administrative effort and development effort. <br \/>\r<br>Which authentication method should you recommend for each Azure service? 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=645 height=291 id=\"\u56fe\u7247 198\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/08\/image079-4.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_74' value='284324' \/><input type='hidden' id='answerType284324' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-284324[]' id='textarea_q_284324' 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-284325'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>75. <\/span>HOTSPOT <br \/>\r<br>You build an Azure Data Factory pipeline to move data from an Azure Data Lake Storage Gen2 container to a database in an Azure Synapse Analytics dedicated SQL pool. <br \/>\r<br>Data in the container is stored in the following folder structure. <br \/>\r<br>\/in\/{YYYY}\/{MM}\/{DD}\/{HH}\/{mm} <br \/>\r<br>The earliest folder is \/in\/2021\/01\/01\/00\/00. The latest folder is \/in\/2021\/01\/15\/01\/45. <br \/>\r<br>You need to configure a pipeline trigger to meet the following requirements: <br \/>\r<br>&#10001; Existing data must be loaded. <br \/>\r<br>&#10001; Data must be loaded every 30 minutes. <br \/>\r<br>&#10001; Late-arriving data of up to two minutes must he included in the load for the time at which the data should have arrived. <br \/>\r<br>How should you configure the pipeline trigger? 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=244 id=\"\u56fe\u7247 77\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/08\/image081-3.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_75' value='284325' \/><input type='hidden' id='answerType284325' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-284325[]' id='textarea_q_284325' 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-76' style=';'><div id='questionWrap-76'  class='   watupro-question-id-284326'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>76. <\/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_76' value='284326' \/><input type='hidden' id='answerType284326' 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-284326[]' id='answer-id-1118460' class='answer   answerof-284326 ' value='1118460'   \/><label for='answer-id-1118460' id='answer-label-1118460' class=' answer'><span>a resource tag<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284326[]' id='answer-id-1118461' class='answer   answerof-284326 ' value='1118461'   \/><label for='answer-id-1118461' id='answer-label-1118461' class=' answer'><span>a correlation ID<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284326[]' id='answer-id-1118462' class='answer   answerof-284326 ' value='1118462'   \/><label for='answer-id-1118462' id='answer-label-1118462' class=' answer'><span>a run group ID<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284326[]' id='answer-id-1118463' class='answer   answerof-284326 ' value='1118463'   \/><label for='answer-id-1118463' id='answer-label-1118463' class=' answer'><span>an annotation<\/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-284327'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>77. <\/span>HOTSPOT <br \/>\r<br>You have an Azure Synapse Analytics dedicated SQL pool. <br \/>\r<br>You need to monitor the database for long-running queries and identify which queries are waiting on resources <br \/>\r<br>Which dynamic management view should you use for each requirement? To answer, select the appropriate options in the answer area. NOTE; Each correct answer is worth one point. <br \/>\r<br><br><img decoding=\"async\" width=502 height=166 id=\"\u56fe\u7247 23\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/08\/image083-3.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_77' value='284327' \/><input type='hidden' id='answerType284327' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-284327[]' id='textarea_q_284327' 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-78' style=';'><div id='questionWrap-78'  class='   watupro-question-id-284328'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>78. <\/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\/08\/image085-3.jpg\"><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\/08\/image086-3.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_78' value='284328' \/><input type='hidden' id='answerType284328' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-284328[]' id='textarea_q_284328' 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-79' style=';'><div id='questionWrap-79'  class='   watupro-question-id-284329'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>79. <\/span>HOTSPOT <br \/>\r<br>You are building a database in an Azure Synapse Analytics serverless SQL pool. <br \/>\r<br>You have data stored in Parquet files in an Azure Data Lake Storage Gen2 container. <br \/>\r<br>Records are structured as shown in the following sample. <br \/>\r<br>{ <br \/>\r<br>&quot;id&quot;: 123, <br \/>\r<br>&quot;address_housenumber&quot;: &quot;19c&quot;, <br \/>\r<br>&quot;address_line&quot;: &quot;Memory Lane&quot;, <br \/>\r<br>&quot;applicant1_name&quot;: &quot;Jane&quot;, <br \/>\r<br>&quot;applicant2_name&quot;: &quot;Dev&quot; <br \/>\r<br>} <br \/>\r<br>The records contain two applicants at most. <br \/>\r<br>You need to build a table that includes only the address fields. <br \/>\r<br>How should you complete the Transact-SQL statement? 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=298 id=\"\u56fe\u7247 48\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/08\/image088-3.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_79' value='284329' \/><input type='hidden' id='answerType284329' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-284329[]' id='textarea_q_284329' 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-284330'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>80. <\/span>HOTSPOT <br \/>\r<br>You have an Azure Data Lake Storage Gen2 account that contains a container named container1. You have an Azure Synapse Analytics serverless SQL pool that contains a native external table named dbo.Table1. The source data for dbo.Table1 is stored in container1. <br \/>\r<br>The folder structure of container1 is shown in the following exhibit. <br \/>\r<br><br><img decoding=\"async\" width=533 height=199 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/08\/image090-2.jpg\"><br><br \/>\r<br>The external data source is defined by using the following statement. <br \/>\r<br><br><img decoding=\"async\" width=533 height=77 id=\"\u56fe\u7247 150\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/08\/image091-2.jpg\"><br><br \/>\r<br>For each of the following statements, select Yes if the statement is true. Otherwise, select No. NOTE: Each correct selection is worth one point. <br \/>\r<br><br><img decoding=\"async\" width=533 height=101 id=\"\u56fe\u7247 278\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/08\/image092-2.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_80' value='284330' \/><input type='hidden' id='answerType284330' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-284330[]' id='textarea_q_284330' 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-81' style=';'><div id='questionWrap-81'  class='   watupro-question-id-284331'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>81. <\/span>HOTSPOT <br \/>\r<br>You are designing an Azure Synapse Analytics dedicated SQL pool. <br \/>\r<br>Groups will have access to sensitive data in the pool as shown in the following table. <br \/>\r<br><br><img decoding=\"async\" width=548 height=105 id=\"\u56fe\u7247 145\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/08\/image094-2.jpg\"><br><br \/>\r<br>You have policies for the sensitive data. <br \/>\r<br>The policies vary be region as shown in the following table. <br \/>\r<br><br><img decoding=\"async\" width=649 height=100 id=\"\u56fe\u7247 146\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/08\/image095-2.jpg\"><br><br \/>\r<br>You have a table of patients for each region. The tables contain the following potentially sensitive columns. <br \/>\r<br><br><img decoding=\"async\" width=651 height=87 id=\"\u56fe\u7247 147\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/08\/image096-2.jpg\"><br><br \/>\r<br>You are designing dynamic data masking to maintain compliance. <br \/>\r<br>For each of the following statements, select Yes if the statement is true. Otherwise, select No. NOTE: Each correct selection is worth one point. <br \/>\r<br><br><img decoding=\"async\" width=561 height=198 id=\"\u56fe\u7247 148\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/08\/image097-2.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_81' value='284331' \/><input type='hidden' id='answerType284331' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-284331[]' id='textarea_q_284331' 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-82' style=';'><div id='questionWrap-82'  class='   watupro-question-id-284332'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>82. <\/span>HOTSPOT <br \/>\r<br>You have an Azure subscription that contains an Azure Synapse Analytics dedicated SQL pool named Pool1 and an Azure Data Lake Storage account named storage1. Storage1 requires secure transfers. <br \/>\r<br>You need to create an external data source in Pool1 that will be used to read .orc files in storage1. <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=649 height=344 id=\"\u56fe\u7247 329\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/08\/image099-2.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_82' value='284332' \/><input type='hidden' id='answerType284332' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-284332[]' id='textarea_q_284332' 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-83' style=';'><div id='questionWrap-83'  class='   watupro-question-id-284333'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>83. <\/span>HOTSPOT <br \/>\r<br>You are designing an enterprise data warehouse in Azure Synapse Analytics that will store website traffic analytics in a star schema. <br \/>\r<br>You plan to have a fact table for website visits. The table will be approximately 5 GB. <br \/>\r<br>You need to recommend which distribution type and index type to use for the table. The solution must provide the fastest query performance. <br \/>\r<br>What should you recommend? 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=343 height=242 id=\"\u56fe\u7247 183\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/08\/image101-1.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_83' value='284333' \/><input type='hidden' id='answerType284333' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-284333[]' id='textarea_q_284333' 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-84' style=';'><div id='questionWrap-84'  class='   watupro-question-id-284334'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>84. <\/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\/08\/image103-1.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_84' value='284334' \/><input type='hidden' id='answerType284334' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-284334[]' id='textarea_q_284334' 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-85' style=';'><div id='questionWrap-85'  class='   watupro-question-id-284335'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>85. <\/span>You are designing a streaming data solution that will ingest variable volumes of data. <br \/>\r<br>You need to ensure that you can change the partition count after creation. <br \/>\r<br>Which service should you use to ingest the data?<\/div><input type='hidden' name='question_id[]' id='qID_85' value='284335' \/><input type='hidden' id='answerType284335' 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-284335[]' id='answer-id-1118472' class='answer   answerof-284335 ' value='1118472'   \/><label for='answer-id-1118472' id='answer-label-1118472' class=' answer'><span>Azure Event Hubs Dedicated<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284335[]' id='answer-id-1118473' class='answer   answerof-284335 ' value='1118473'   \/><label for='answer-id-1118473' id='answer-label-1118473' class=' answer'><span>Azure Stream Analytics<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284335[]' id='answer-id-1118474' class='answer   answerof-284335 ' value='1118474'   \/><label for='answer-id-1118474' id='answer-label-1118474' class=' answer'><span>Azure Data Factory<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284335[]' id='answer-id-1118475' class='answer   answerof-284335 ' value='1118475'   \/><label for='answer-id-1118475' id='answer-label-1118475' class=' answer'><span>Azure Synapse Analytics<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-86' style=';'><div id='questionWrap-86'  class='   watupro-question-id-284336'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>86. <\/span>DRAG DROP <br \/>\r<br>You have an Azure Synapse Analytics workspace named WS1. <br \/>\r<br>You have an Azure Data Lake Storage Gen2 container that contains JSON-formatted files in the following format. <br \/>\r<br><br><img decoding=\"async\" width=535 height=613 id=\"\u56fe\u7247 246\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/08\/image105-1.jpg\"><br><br \/>\r<br>You need to use the serverless SQL pool in WS1 to read the files. <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=390 id=\"\u56fe\u7247 247\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/08\/image106-1.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_86' value='284336' \/><input type='hidden' id='answerType284336' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-284336[]' id='textarea_q_284336' 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-87' style=';'><div id='questionWrap-87'  class='   watupro-question-id-284337'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>87. <\/span>You have an Azure Databricks workspace that contains a Delta Lake dimension table named Tablet. Table1 is a Type 2 slowly changing dimension (SCD) table. You need to apply updates from a source table to Table1. <br \/>\r<br>Which Apache Spark SQL operation should you use?<\/div><input type='hidden' name='question_id[]' id='qID_87' value='284337' \/><input type='hidden' id='answerType284337' 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-284337[]' id='answer-id-1118477' class='answer   answerof-284337 ' value='1118477'   \/><label for='answer-id-1118477' id='answer-label-1118477' class=' answer'><span>CREATE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284337[]' id='answer-id-1118478' class='answer   answerof-284337 ' value='1118478'   \/><label for='answer-id-1118478' id='answer-label-1118478' class=' answer'><span>UPDATE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284337[]' id='answer-id-1118479' class='answer   answerof-284337 ' value='1118479'   \/><label for='answer-id-1118479' id='answer-label-1118479' class=' answer'><span>MERGE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284337[]' id='answer-id-1118480' class='answer   answerof-284337 ' value='1118480'   \/><label for='answer-id-1118480' id='answer-label-1118480' class=' answer'><span>ALTER<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-88' style=';'><div id='questionWrap-88'  class='   watupro-question-id-284338'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>88. <\/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_88' value='284338' \/><input type='hidden' id='answerType284338' 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-284338[]' id='answer-id-1118481' class='answer   answerof-284338 ' value='1118481'   \/><label for='answer-id-1118481' id='answer-label-1118481' class=' answer'><span>row-level security<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284338[]' id='answer-id-1118482' class='answer   answerof-284338 ' value='1118482'   \/><label for='answer-id-1118482' id='answer-label-1118482' class=' answer'><span>column-level security<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284338[]' id='answer-id-1118483' class='answer   answerof-284338 ' value='1118483'   \/><label for='answer-id-1118483' id='answer-label-1118483' class=' answer'><span>Dynamic data masking<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284338[]' id='answer-id-1118484' class='answer   answerof-284338 ' value='1118484'   \/><label for='answer-id-1118484' id='answer-label-1118484' class=' answer'><span>Transparent Data Encryption (TDD<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-89' style=';'><div id='questionWrap-89'  class='   watupro-question-id-284339'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>89. <\/span>You need to design an Azure Synapse Analytics dedicated SQL pool that meets the following requirements: <br \/>\r<br>&#10001; Can return an employee record from a given point in time. <br \/>\r<br>&#10001; Maintains the latest employee information. <br \/>\r<br>&#10001; Minimizes query complexity. <br \/>\r<br>How should you model the employee data?<\/div><input type='hidden' name='question_id[]' id='qID_89' value='284339' \/><input type='hidden' id='answerType284339' 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-284339[]' id='answer-id-1118485' class='answer   answerof-284339 ' value='1118485'   \/><label for='answer-id-1118485' id='answer-label-1118485' class=' answer'><span>as a temporal table<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284339[]' id='answer-id-1118486' class='answer   answerof-284339 ' value='1118486'   \/><label for='answer-id-1118486' id='answer-label-1118486' class=' answer'><span>as a SQL graph table<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284339[]' id='answer-id-1118487' class='answer   answerof-284339 ' value='1118487'   \/><label for='answer-id-1118487' id='answer-label-1118487' class=' answer'><span>as a degenerate dimension table<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284339[]' id='answer-id-1118488' class='answer   answerof-284339 ' value='1118488'   \/><label for='answer-id-1118488' id='answer-label-1118488' class=' answer'><span>as a Type 2 slowly changing dimension (SCD) table<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-90' style=';'><div id='questionWrap-90'  class='   watupro-question-id-284340'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>90. <\/span>You are planning a streaming data solution that will use Azure Databricks. The solution will stream sales transaction data from an online store. <br \/>\r<br>The solution has the following specifications: <br \/>\r<br>* The output data will contain items purchased, quantity, line total sales amount, and line total tax amount. <br \/>\r<br>* Line total sales amount and line total tax amount will be aggregated in Databricks. <br \/>\r<br>* Sales transactions will never be updated. Instead, new rows will be added to adjust a sale. <br \/>\r<br>You need to recommend an output mode for the dataset that will be processed by using Structured Streaming. The solution must minimize duplicate data. <br \/>\r<br>What should you recommend?<\/div><input type='hidden' name='question_id[]' id='qID_90' value='284340' \/><input type='hidden' id='answerType284340' 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-284340[]' id='answer-id-1118489' class='answer   answerof-284340 ' value='1118489'   \/><label for='answer-id-1118489' id='answer-label-1118489' class=' answer'><span>Append<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284340[]' id='answer-id-1118490' class='answer   answerof-284340 ' value='1118490'   \/><label for='answer-id-1118490' id='answer-label-1118490' class=' answer'><span>Update<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284340[]' id='answer-id-1118491' class='answer   answerof-284340 ' value='1118491'   \/><label for='answer-id-1118491' id='answer-label-1118491' class=' answer'><span>Complete<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-91' style=';'><div id='questionWrap-91'  class='   watupro-question-id-284341'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>91. <\/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_91' value='284341' \/><input type='hidden' id='answerType284341' 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-284341[]' id='answer-id-1118492' class='answer   answerof-284341 ' value='1118492'   \/><label for='answer-id-1118492' id='answer-label-1118492' class=' answer'><span>Yes<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284341[]' id='answer-id-1118493' class='answer   answerof-284341 ' value='1118493'   \/><label for='answer-id-1118493' id='answer-label-1118493' class=' answer'><span>No<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-92' style=';'><div id='questionWrap-92'  class='   watupro-question-id-284342'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>92. <\/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. 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_92' value='284342' \/><input type='hidden' id='answerType284342' 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-284342[]' id='answer-id-1118494' class='answer   answerof-284342 ' value='1118494'   \/><label for='answer-id-1118494' id='answer-label-1118494' class=' answer'><span>Yes<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284342[]' id='answer-id-1118495' class='answer   answerof-284342 ' value='1118495'   \/><label for='answer-id-1118495' id='answer-label-1118495' class=' answer'><span>No<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-93' style=';'><div id='questionWrap-93'  class='   watupro-question-id-284343'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>93. <\/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 from the last five minutes every minute. <br \/>\r<br>Which windowing function should you use?<\/div><input type='hidden' name='question_id[]' id='qID_93' value='284343' \/><input type='hidden' id='answerType284343' 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-284343[]' id='answer-id-1118496' class='answer   answerof-284343 ' value='1118496'   \/><label for='answer-id-1118496' id='answer-label-1118496' class=' answer'><span>Sliding<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284343[]' id='answer-id-1118497' class='answer   answerof-284343 ' value='1118497'   \/><label for='answer-id-1118497' id='answer-label-1118497' class=' answer'><span>Session<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284343[]' id='answer-id-1118498' class='answer   answerof-284343 ' value='1118498'   \/><label for='answer-id-1118498' id='answer-label-1118498' class=' answer'><span>Tumbling<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284343[]' id='answer-id-1118499' class='answer   answerof-284343 ' value='1118499'   \/><label for='answer-id-1118499' id='answer-label-1118499' class=' answer'><span>Hopping<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-94' style=';'><div id='questionWrap-94'  class='   watupro-question-id-284344'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>94. <\/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_94' value='284344' \/><input type='hidden' id='answerType284344' 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-284344[]' id='answer-id-1118500' class='answer   answerof-284344 ' value='1118500'   \/><label for='answer-id-1118500' id='answer-label-1118500' 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-284344[]' id='answer-id-1118501' class='answer   answerof-284344 ' value='1118501'   \/><label for='answer-id-1118501' id='answer-label-1118501' 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-284344[]' id='answer-id-1118502' class='answer   answerof-284344 ' value='1118502'   \/><label for='answer-id-1118502' id='answer-label-1118502' 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-284344[]' id='answer-id-1118503' class='answer   answerof-284344 ' value='1118503'   \/><label for='answer-id-1118503' id='answer-label-1118503' 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-95' style=';'><div id='questionWrap-95'  class='   watupro-question-id-284345'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>95. <\/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_95' value='284345' \/><input type='hidden' id='answerType284345' 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-284345[]' id='answer-id-1118504' class='answer   answerof-284345 ' value='1118504'   \/><label for='answer-id-1118504' id='answer-label-1118504' class=' answer'><span>a default value<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284345[]' id='answer-id-1118505' class='answer   answerof-284345 ' value='1118505'   \/><label for='answer-id-1118505' id='answer-label-1118505' class=' answer'><span>dynamic data masking<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284345[]' id='answer-id-1118506' class='answer   answerof-284345 ' value='1118506'   \/><label for='answer-id-1118506' id='answer-label-1118506' class=' answer'><span>row-level security (RLS)<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284345[]' id='answer-id-1118507' class='answer   answerof-284345 ' value='1118507'   \/><label for='answer-id-1118507' id='answer-label-1118507' class=' answer'><span>column encryption<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284345[]' id='answer-id-1118508' class='answer   answerof-284345 ' value='1118508'   \/><label for='answer-id-1118508' id='answer-label-1118508' class=' answer'><span>table partitions<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-96' style=';'><div id='questionWrap-96'  class='   watupro-question-id-284346'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>96. <\/span>You are designing a star schema for a dataset that contains records of online orders. Each record includes an order date, an order due date, and an order ship date. <br \/>\r<br>You need to ensure that the design provides the fastest query times of the records when querying for arbitrary date ranges and aggregating by fiscal calendar attributes. <br \/>\r<br>Which two actions should you perform? 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_96' value='284346' \/><input type='hidden' id='answerType284346' 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-284346[]' id='answer-id-1118509' class='answer   answerof-284346 ' value='1118509'   \/><label for='answer-id-1118509' id='answer-label-1118509' class=' answer'><span>Create a date dimension table that has a DateTime key.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-284346[]' id='answer-id-1118510' class='answer   answerof-284346 ' value='1118510'   \/><label for='answer-id-1118510' id='answer-label-1118510' class=' answer'><span>Use built-in SQL functions to extract date attributes.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-284346[]' id='answer-id-1118511' class='answer   answerof-284346 ' value='1118511'   \/><label for='answer-id-1118511' id='answer-label-1118511' class=' answer'><span>Create a date dimension table that has an integer key in the format of yyyymmdd.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-284346[]' id='answer-id-1118512' class='answer   answerof-284346 ' value='1118512'   \/><label for='answer-id-1118512' id='answer-label-1118512' class=' answer'><span>In the fact table, use integer columns for the date fields.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-284346[]' id='answer-id-1118513' class='answer   answerof-284346 ' value='1118513'   \/><label for='answer-id-1118513' id='answer-label-1118513' class=' answer'><span>Use DateTime columns for the date fields.<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-97' style=';'><div id='questionWrap-97'  class='   watupro-question-id-284347'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>97. <\/span>You have two fact tables named Flight and Weather. <br \/>\r<br>Queries targeting the tables will be based on the join between the following columns. <br \/>\r<br><br><img decoding=\"async\" width=388 height=86 id=\"\u56fe\u7247 317\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2023\/08\/image108-1.jpg\"><br><br \/>\r<br>You need to recommend a solution that maximum query performance. <br \/>\r<br>What should you include in the recommendation?<\/div><input type='hidden' name='question_id[]' id='qID_97' value='284347' \/><input type='hidden' id='answerType284347' 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-284347[]' id='answer-id-1118514' class='answer   answerof-284347 ' value='1118514'   \/><label for='answer-id-1118514' id='answer-label-1118514' class=' answer'><span>In each table, create a column as a composite of the other two columns in the table.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284347[]' id='answer-id-1118515' class='answer   answerof-284347 ' value='1118515'   \/><label for='answer-id-1118515' id='answer-label-1118515' class=' answer'><span>In each table, create an IDENTITY column.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284347[]' id='answer-id-1118516' class='answer   answerof-284347 ' value='1118516'   \/><label for='answer-id-1118516' id='answer-label-1118516' class=' answer'><span>In the tables, use a hash distribution of ArriveDateTime and ReportDateTime.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284347[]' id='answer-id-1118517' class='answer   answerof-284347 ' value='1118517'   \/><label for='answer-id-1118517' id='answer-label-1118517' class=' answer'><span>In the tables, use a hash distribution of ArriveAirPortID and AirportI<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-98' style=';'><div id='questionWrap-98'  class='   watupro-question-id-284348'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>98. <\/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. <br \/>\r<br>The data will be read by Pool1. 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_98' value='284348' \/><input type='hidden' id='answerType284348' 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-284348[]' id='answer-id-1118518' class='answer   answerof-284348 ' value='1118518'   \/><label for='answer-id-1118518' id='answer-label-1118518' class=' answer'><span>JSON<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284348[]' id='answer-id-1118519' class='answer   answerof-284348 ' value='1118519'   \/><label for='answer-id-1118519' id='answer-label-1118519' class=' answer'><span>Parquet<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284348[]' id='answer-id-1118520' class='answer   answerof-284348 ' value='1118520'   \/><label for='answer-id-1118520' id='answer-label-1118520' class=' answer'><span>Avro<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284348[]' id='answer-id-1118521' class='answer   answerof-284348 ' value='1118521'   \/><label for='answer-id-1118521' id='answer-label-1118521' class=' answer'><span>CSV<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-99' style=';'><div id='questionWrap-99'  class='   watupro-question-id-284349'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>99. <\/span>You have an Azure Data Lake Storage account that contains a staging zone. <br \/>\r<br>You need to design a daily process to ingest incremental data from the staging zone, transform the data by executing an R script, and then insert the transformed data into a data warehouse in Azure Synapse Analytics. <br \/>\r<br>Solution: You use an Azure Data Factory schedule trigger to execute a pipeline that executes mapping data Flow, and then inserts the data info the data warehouse. <br \/>\r<br>Does this meet the goal?<\/div><input type='hidden' name='question_id[]' id='qID_99' value='284349' \/><input type='hidden' id='answerType284349' 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-284349[]' id='answer-id-1118522' class='answer   answerof-284349 ' value='1118522'   \/><label for='answer-id-1118522' id='answer-label-1118522' class=' answer'><span>Yes<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-284349[]' id='answer-id-1118523' class='answer   answerof-284349 ' value='1118523'   \/><label for='answer-id-1118523' id='answer-label-1118523' class=' answer'><span>No<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div style='display:none' id='question-100'>\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=\"watuPROButtons7688\" >\n\t\t  <div id=\"prev-question\" style=\"display:none;\"><input type=\"button\" value=\"&lt; Previous\" onclick=\"WatuPRO.nextQuestion(event, 'previous');\"\/><\/div>\t\t  \t\t  \t\t   \n\t\t   \t  \t\t<div><input type=\"button\" name=\"action\" class=\"watupro-submit-button\" 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