{"id":34423,"date":"2022-01-11T02:09:39","date_gmt":"2022-01-11T02:09:39","guid":{"rendered":"https:\/\/www.dumpsbase.com\/freedumps\/?p=34423"},"modified":"2022-01-11T02:09:42","modified_gmt":"2022-01-11T02:09:42","slug":"data-engineering-on-microsoft-azure-updated-dp-203-exam-dumps-2022-for-100-passing","status":"publish","type":"post","link":"https:\/\/www.dumpsbase.com\/freedumps\/data-engineering-on-microsoft-azure-updated-dp-203-exam-dumps-2022-for-100-passing.html","title":{"rendered":"Data Engineering on Microsoft Azure Updated DP-203 Exam Dumps [2022] For 100% Passing"},"content":{"rendered":"\n<p>While preparing for DP-203 Data Engineering on Microsoft Azure exam, you should be opt for the updated DP-203 exam dumps of DumpsBase. DP-203 Microsoft exam is the requirement of Microsoft Certified: Azure Data Engineer Associate certification. Updated Microsoft DP-203 exam dumps [2022] are based on the real certification requirements and test objectives, which ensure you pass Data Engineering on Microsoft Azure DP-203 exam smoothly. Microsoft DP-203 dumps of DumpsBase are being verified by the top specialist and experts, which making DP-203 exam much smooth for you to vanish all of your uncertainty and setting you up for success in DP-203 exam in the first attempt.<\/p>\n<h2>Updated DP-203 Exam Dumps [2022] Can Be Check By <span style=\"background-color: #99cc00;\">Reading DP-203 Free Dumps<\/span><\/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=\"submittingExam5973\" 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-5973\"><\/div>\n\n<form action=\"\" method=\"post\" class=\"quiz-form\" id=\"quiz-5973\"  enctype=\"multipart\/form-data\" >\n<div class='watu-question ' id='question-1' style=';'><div id='questionWrap-1'  class='   watupro-question-id-205073'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>1. <\/span>Topic 1, Contoso Case Study Transactional Date <br \/>\r<br><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>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_1' value='205073' \/><input type='hidden' id='answerType205073' 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-205073[]' id='answer-id-820132' class='answer   answerof-205073 ' value='820132'   \/><label for='answer-id-820132' id='answer-label-820132' class=' answer'><span>time-based retention<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205073[]' id='answer-id-820133' class='answer   answerof-205073 ' value='820133'   \/><label for='answer-id-820133' id='answer-label-820133' class=' answer'><span>change feed<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205073[]' id='answer-id-820134' class='answer   answerof-205073 ' value='820134'   \/><label for='answer-id-820134' id='answer-label-820134' class=' answer'><span>soft delete<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205073[]' id='answer-id-820135' class='answer   answerof-205073 ' value='820135'   \/><label for='answer-id-820135' id='answer-label-820135' class=' answer'><span>Iifecycle management<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-2' style=';'><div id='questionWrap-2'  class='   watupro-question-id-205074'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>2. <\/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=613 height=144 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2021\/12\/image001-41.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_2' value='205074' \/><input type='hidden' id='answerType205074' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-205074[]' id='textarea_q_205074' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-3' style=';'><div id='questionWrap-3'  class='   watupro-question-id-205075'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>3. <\/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_3' value='205075' \/><input type='hidden' id='answerType205075' 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-205075[]' id='answer-id-820137' class='answer   answerof-205075 ' value='820137'   \/><label for='answer-id-820137' id='answer-label-820137' class=' answer'><span>Azure-SSIS integration runtime<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205075[]' id='answer-id-820138' class='answer   answerof-205075 ' value='820138'   \/><label for='answer-id-820138' id='answer-label-820138' class=' answer'><span>self-hosted integration runtime<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205075[]' id='answer-id-820139' class='answer   answerof-205075 ' value='820139'   \/><label for='answer-id-820139' id='answer-label-820139' class=' answer'><span>Azure integration runtime<\/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-205076'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>4. <\/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_4' value='205076' \/><input type='hidden' id='answerType205076' 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-205076[]' id='answer-id-820140' class='answer   answerof-205076 ' value='820140'   \/><label for='answer-id-820140' id='answer-label-820140' class=' answer'><span>change feed<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205076[]' id='answer-id-820141' class='answer   answerof-205076 ' value='820141'   \/><label for='answer-id-820141' id='answer-label-820141' class=' answer'><span>soft delete<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205076[]' id='answer-id-820142' class='answer   answerof-205076 ' value='820142'   \/><label for='answer-id-820142' id='answer-label-820142' class=' answer'><span>time-based retention<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205076[]' id='answer-id-820143' class='answer   answerof-205076 ' value='820143'   \/><label for='answer-id-820143' id='answer-label-820143' class=' answer'><span>lifecycle management<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-5' style=';'><div id='questionWrap-5'  class='   watupro-question-id-205077'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>5. <\/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_5' value='205077' \/><input type='hidden' id='answerType205077' 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-205077[]' id='answer-id-820144' class='answer   answerof-205077 ' value='820144'   \/><label for='answer-id-820144' id='answer-label-820144' 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-205077[]' id='answer-id-820145' class='answer   answerof-205077 ' value='820145'   \/><label for='answer-id-820145' id='answer-label-820145' class=' answer'><span>a system-versioned temporal table<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205077[]' id='answer-id-820146' class='answer   answerof-205077 ' value='820146'   \/><label for='answer-id-820146' id='answer-label-820146' class=' answer'><span>a user-defined SEQUENCE object<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205077[]' id='answer-id-820147' class='answer   answerof-205077 ' value='820147'   \/><label for='answer-id-820147' id='answer-label-820147' 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-6' style=';'><div id='questionWrap-6'  class='   watupro-question-id-205078'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>6. <\/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=274 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2021\/12\/image003-37.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_6' value='205078' \/><input type='hidden' id='answerType205078' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-205078[]' id='textarea_q_205078' 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-205079'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>7. <\/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 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2021\/12\/image005-32.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_7' value='205079' \/><input type='hidden' id='answerType205079' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-205079[]' id='textarea_q_205079' 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-205080'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>8. <\/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=650 height=163 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2021\/12\/image007-30.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_8' value='205080' \/><input type='hidden' id='answerType205080' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-205080[]' id='textarea_q_205080' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-9' style=';'><div id='questionWrap-9'  class='   watupro-question-id-205081'>\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 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=650 height=152 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2021\/12\/image009-27.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_9' value='205081' \/><input type='hidden' id='answerType205081' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-205081[]' id='textarea_q_205081' 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-205082'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>10. <\/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 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2021\/12\/image011-24.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_10' value='205082' \/><input type='hidden' id='answerType205082' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-205082[]' id='textarea_q_205082' 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-205083'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>11. <\/span>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 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2021\/12\/image013-22.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_11' value='205083' \/><input type='hidden' id='answerType205083' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-205083[]' id='textarea_q_205083' 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-205084'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>12. <\/span>Topic 2, Litware, inc. <br \/>\r<br><br \/>\r<br>Case study <br \/>\r<br>This is a case study. Case studies are not timed separately. You can use as much exam time as you would like to complete each case. However, there may be additional case studies and sections on this exam. You must manage your time to ensure that you are able to complete all questions included on this exam in the time provided. <br \/>\r<br><br \/>\r<br>To answer the questions included in a case study, you will need to reference information that is provided in the case study. Case studies might contain exhibits and other resources that provide more information about the scenario that is described in the case study. Each question is independent of the other questions in this case study. <br \/>\r<br><br \/>\r<br>At the end of this case study, a review screen will appear. This screen allows you to review your answers and to make changes before you move to the next section of the exam. After you begin a new section, you cannot return to this section. <br \/>\r<br><br \/>\r<br>To start the case study <br \/>\r<br>To display the first question in this case study, click the Next button. Use the buttons in the left pane to explore the content of the case study before you answer the questions. Clicking these buttons displays information such as business requirements, existing environment, and problem statements. If the case study has an All Information tab, note that the information displayed is identical to the information displayed on the subsequent tabs. When you are ready to answer a question, click the Question button to return to the question. <br \/>\r<br><br \/>\r<br>Overview <br \/>\r<br>Litware, Inc. owns and operates 300 convenience stores across the US. The company sells a variety of packaged foods and drinks, as well as a variety of prepared foods, such as sandwiches and pizzas. <br \/>\r<br><br \/>\r<br>Litware has a loyalty club whereby members can get daily discounts on specific items by providing their membership number at checkout. <br \/>\r<br><br \/>\r<br>Litware employs business analysts who prefer to analyze data by using Microsoft Power BI, and data scientists who prefer analyzing data in Azure Databricks notebooks. <br \/>\r<br><br \/>\r<br>Requirements <br \/>\r<br>Business Goals <br \/>\r<br>Litware wants to create a new analytics environment in Azure to meet the following requirements: <br \/>\r<br>&#10001; See inventory levels across the stores. Data must be updated as close to real time as possible. <br \/>\r<br>&#10001; Execute ad hoc analytical queries on historical data to identify whether the loyalty club discounts increase sales of the discounted products. <br \/>\r<br>&#10001; Every four hours, notify store employees about how many prepared food items to produce based on historical demand from the sales data. <br \/>\r<br><br \/>\r<br>Technical Requirements <br \/>\r<br>Litware identifies the following technical requirements: <br \/>\r<br>&#10001; Minimize the number of different Azure services needed to achieve the business goals. <br \/>\r<br>&#10001; Use platform as a service (PaaS) offerings whenever possible and avoid having to provision virtual machines that must be managed by Litware. <br \/>\r<br>&#10001; Ensure that the analytical data store is accessible only to the company's on-premises network and Azure services. <br \/>\r<br>&#10001; Use Azure Active Directory (Azure AD) authentication whenever possible. <br \/>\r<br>&#10001; Use the principle of least privilege when designing security. <br \/>\r<br>&#10001; Stage Inventory data in Azure Data Lake Storage Gen2 before loading the data into the analytical data store. Litware wants to remove transient data from Data Lake Storage once the data is no longer in use. Files that have a modified date that is older than 14 days must be removed. <br \/>\r<br>&#10001; Limit the business analysts' access to customer contact information, such as phone numbers, because this type of data is not analytically relevant. <br \/>\r<br>&#10001; Ensure that you can quickly restore a copy of the analytical data store within one hour in the event of corruption or accidental deletion. <br \/>\r<br><br \/>\r<br>Planned Environment <br \/>\r<br>Litware plans to implement the following environment: <br \/>\r<br>&#10001; The application development team will create an Azure event hub to receive real-time sales data, including store number, date, time, product ID, customer loyalty number, price, and discount amount, from the point of sale (POS) system and output the data to data storage in Azure. <br \/>\r<br>&#10001; Customer data, including name, contact information, and loyalty number, comes from Salesforce, a SaaS application, and can be imported into Azure once every eight hours. Row modified dates are not trusted in the source table. <br \/>\r<br>&#10001; Product data, including product ID, name, and category, comes from Salesforce and can be imported into Azure once every eight hours. Row modified dates are not trusted in the source table. <br \/>\r<br>&#10001; Daily inventory data comes from a Microsoft SQL server located on a private network. <br \/>\r<br>&#10001; Litware currently has 5 TB of historical sales data and 100 GB of customer data. The company expects approximately 100 GB of new data per month for the next year. <br \/>\r<br>&#10001; Litware will build a custom application named FoodPrep to provide store employees with the calculation results of how many prepared food items to produce every four hours. <br \/>\r<br>&#10001; Litware does not plan to implement Azure ExpressRoute or a VPN between the on-premises network and Azure. <br \/>\r<br><br \/>\r<br>What should you do to improve high availability of the real-time data processing solution?<\/div><input type='hidden' name='question_id[]' id='qID_12' value='205084' \/><input type='hidden' id='answerType205084' 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-205084[]' id='answer-id-820154' class='answer   answerof-205084 ' value='820154'   \/><label for='answer-id-820154' id='answer-label-820154' 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-205084[]' id='answer-id-820155' class='answer   answerof-205084 ' value='820155'   \/><label for='answer-id-820155' id='answer-label-820155' class=' answer'><span>Deploy a High Concurrency Databricks cluster.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205084[]' id='answer-id-820156' class='answer   answerof-205084 ' value='820156'   \/><label for='answer-id-820156' id='answer-label-820156' 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-205084[]' id='answer-id-820157' class='answer   answerof-205084 ' value='820157'   \/><label for='answer-id-820157' id='answer-label-820157' 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-13' style=';'><div id='questionWrap-13'  class='   watupro-question-id-205085'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>13. <\/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 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2021\/12\/image015-19.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_13' value='205085' \/><input type='hidden' id='answerType205085' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-205085[]' id='textarea_q_205085' 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-14' style=';'><div id='questionWrap-14'  class='   watupro-question-id-205086'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>14. <\/span>Topic 3, Mix Questions <br \/>\r<br><br \/>\r<br>HOTSPOT <br \/>\r<br>You have an Azure subscription that contains an Azure Data Lake Storage account. The storage account contains a data lake named DataLake1. <br \/>\r<br>You plan to use an Azure data factory to ingest data from a folder in DataLake1, transform the data, and land the data in another folder. <br \/>\r<br>You need to ensure that the data factory can read and write data from any folder in the DataLake1 file system. <br \/>\r<br>The solution must meet the following requirements: <br \/>\r<br>&#10001; Minimize the risk of unauthorized user access. <br \/>\r<br>&#10001; Use the principle of least privilege. <br \/>\r<br>&#10001; Minimize maintenance effort. <br \/>\r<br>How should you configure access to the storage account for the data factory? 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=114 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2021\/12\/image017-19.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_14' value='205086' \/><input type='hidden' id='answerType205086' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-205086[]' id='textarea_q_205086' 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-205087'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>15. <\/span>You are designing a statistical analysis solution that will use custom proprietary1 Python functions on near real-time data from Azure Event Hubs. <br \/>\r<br>You need to recommend which Azure service to use to perform the statistical analysis. The solution must minimize latency. <br \/>\r<br>What should you recommend?<\/div><input type='hidden' name='question_id[]' id='qID_15' value='205087' \/><input type='hidden' id='answerType205087' 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-205087[]' id='answer-id-820160' class='answer   answerof-205087 ' value='820160'   \/><label for='answer-id-820160' id='answer-label-820160' class=' answer'><span>Azure Stream Analytics<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205087[]' id='answer-id-820161' class='answer   answerof-205087 ' value='820161'   \/><label for='answer-id-820161' id='answer-label-820161' class=' answer'><span>Azure SQL Database<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205087[]' id='answer-id-820162' class='answer   answerof-205087 ' value='820162'   \/><label for='answer-id-820162' id='answer-label-820162' class=' answer'><span>Azure Databricks<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205087[]' id='answer-id-820163' class='answer   answerof-205087 ' value='820163'   \/><label for='answer-id-820163' id='answer-label-820163' class=' answer'><span>Azure Synapse Analytics<\/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-205088'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>16. <\/span>HOTSPOT <br \/>\r<br>You have an Azure subscription that contains the following resources: <br \/>\r<br>&#10001; An Azure Active Directory (Azure AD) tenant that contains a security group named Group1 <br \/>\r<br>&#10001; An Azure Synapse Analytics SQL pool named Pool1 <br \/>\r<br>You need to control the access of Group1 to specific columns and rows in a table in Pool1. <br \/>\r<br>Which Transact-SQL commands should you use? To answer, select the appropriate options in the answer area. <br \/>\r<br><br><img decoding=\"async\" width=593 height=217 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2021\/12\/image019-18.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_16' value='205088' \/><input type='hidden' id='answerType205088' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-205088[]' id='textarea_q_205088' 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-17' style=';'><div id='questionWrap-17'  class='   watupro-question-id-205089'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>17. <\/span>HOTSPOT <br \/>\r<br>You are implementing an Azure Stream Analytics solution to process event data from devices. <br \/>\r<br>The devices output events when there is a fault and emit a repeat of the event every five seconds until the fault is resolved. The devices output a heartbeat event every five seconds after a previous event if there are no faults present. <br \/>\r<br>A sample of the events is shown in the following table. <br \/>\r<br><br><img decoding=\"async\" width=650 height=153 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2021\/12\/image021-18.jpg\"><br><br \/>\r<br>You need to calculate the uptime between the faults. <br \/>\r<br>How should you complete the Stream Analytics SQL 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=450 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2021\/12\/image022-18.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_17' value='205089' \/><input type='hidden' id='answerType205089' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-205089[]' id='textarea_q_205089' 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-205090'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>18. <\/span>HOTSPOT <br \/>\r<br>You have an Azure subscription. <br \/>\r<br>You need to deploy an Azure Data Lake Storage Gen2 Premium account. <br \/>\r<br>The solution must meet the following requirements: <br \/>\r<br>&#8226; Blobs that are older than 365 days must be deleted. <br \/>\r<br>&#8226; Administrator efforts must be minimized. <br \/>\r<br>&#8226; Costs must be minimized <br \/>\r<br>What should you use? To answer, select the appropriate options in the answer area. NOTE Each correct selection is worth one point. <br \/>\r<br><br><img decoding=\"async\" width=488 height=208 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2021\/12\/image025-18.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_18' value='205090' \/><input type='hidden' id='answerType205090' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-205090[]' id='textarea_q_205090' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-19' style=';'><div id='questionWrap-19'  class='   watupro-question-id-205091'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>19. <\/span>You implement an enterprise data warehouse in Azure Synapse Analytics. <br \/>\r<br>You have a large fact table that is 10 terabytes (TB) in size. <br \/>\r<br>Incoming queries use the primary key SaleKey column to retrieve data as displayed in the following table: <br \/>\r<br><br><img decoding=\"async\" width=650 height=140 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2021\/12\/image027-17.jpg\"><br><br \/>\r<br>You need to distribute the large fact table across multiple nodes to optimize performance of the table. <br \/>\r<br>Which technology should you use?<\/div><input type='hidden' name='question_id[]' id='qID_19' value='205091' \/><input type='hidden' id='answerType205091' 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-205091[]' id='answer-id-820167' class='answer   answerof-205091 ' value='820167'   \/><label for='answer-id-820167' id='answer-label-820167' class=' answer'><span>hash distributed table with clustered index<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205091[]' id='answer-id-820168' class='answer   answerof-205091 ' value='820168'   \/><label for='answer-id-820168' id='answer-label-820168' class=' answer'><span>hash distributed table with clustered Columnstore index<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205091[]' id='answer-id-820169' class='answer   answerof-205091 ' value='820169'   \/><label for='answer-id-820169' id='answer-label-820169' class=' answer'><span>round robin distributed table with clustered index<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205091[]' id='answer-id-820170' class='answer   answerof-205091 ' value='820170'   \/><label for='answer-id-820170' id='answer-label-820170' class=' answer'><span>round robin distributed table with clustered Columnstore index<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205091[]' id='answer-id-820171' class='answer   answerof-205091 ' value='820171'   \/><label for='answer-id-820171' id='answer-label-820171' class=' answer'><span>heap table with distribution replicate<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-20' style=';'><div id='questionWrap-20'  class='   watupro-question-id-205092'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>20. <\/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 more than 1 MB. <br \/>\r<br>Does this meet the goal?<\/div><input type='hidden' name='question_id[]' id='qID_20' value='205092' \/><input type='hidden' id='answerType205092' 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-205092[]' id='answer-id-820172' class='answer   answerof-205092 ' value='820172'   \/><label for='answer-id-820172' id='answer-label-820172' class=' answer'><span>Yes<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205092[]' id='answer-id-820173' class='answer   answerof-205092 ' value='820173'   \/><label for='answer-id-820173' id='answer-label-820173' class=' answer'><span>No<\/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-205093'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>21. <\/span>You have an Azure data factory. <br \/>\r<br>You need to examine the pipeline failures from the last 60 days. <br \/>\r<br>What should you use?<\/div><input type='hidden' name='question_id[]' id='qID_21' value='205093' \/><input type='hidden' id='answerType205093' 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-205093[]' id='answer-id-820174' class='answer   answerof-205093 ' value='820174'   \/><label for='answer-id-820174' id='answer-label-820174' class=' answer'><span>the Activity log blade for the Data Factory resource<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205093[]' id='answer-id-820175' class='answer   answerof-205093 ' value='820175'   \/><label for='answer-id-820175' id='answer-label-820175' class=' answer'><span>the Monitor &amp; Manage app in Data Factory<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205093[]' id='answer-id-820176' class='answer   answerof-205093 ' value='820176'   \/><label for='answer-id-820176' id='answer-label-820176' class=' answer'><span>the Resource health blade for the Data Factory resource<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205093[]' id='answer-id-820177' class='answer   answerof-205093 ' value='820177'   \/><label for='answer-id-820177' id='answer-label-820177' class=' answer'><span>Azure Monitor<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-22' style=';'><div id='questionWrap-22'  class='   watupro-question-id-205094'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>22. <\/span>HOTSPOT <br \/>\r<br>You have a self-hosted integration runtime in Azure Data Factory. <br \/>\r<br>The current status of the integration runtime has the following configurations: <br \/>\r<br>&#10001; Status: Running <br \/>\r<br>&#10001; Type: Self-Hosted <br \/>\r<br>&#10001; Version: 4.4.7292.1 <br \/>\r<br>&#10001; Running \/ Registered Node(s): 1\/1 <br \/>\r<br>&#10001; High Availability Enabled: False <br \/>\r<br>&#10001; Linked Count: 0 <br \/>\r<br>&#10001; Queue Length: 0 <br \/>\r<br>&#10001; Average Queue Duration. 0.00s <br \/>\r<br>The integration runtime has the following node details: <br \/>\r<br>&#10001; Name: X-M <br \/>\r<br>&#10001; Status: Running <br \/>\r<br>&#10001; Version: 4.4.7292.1 <br \/>\r<br>&#10001; Available Memory: 7697MB <br \/>\r<br>&#10001; CPU Utilization: 6% <br \/>\r<br>&#10001; Network (In\/Out): 1.21KBps\/0.83KBps <br \/>\r<br>&#10001; Concurrent Jobs (Running\/Limit): 2\/14 <br \/>\r<br>&#10001; Role: Dispatcher\/Worker <br \/>\r<br>&#10001; Credential Status: In Sync <br \/>\r<br>Use the drop-down menus to select the answer choice that completes each statement based on the information presented. NOTE: Each correct selection is worth one point. <br \/>\r<br><br><img decoding=\"async\" width=650 height=278 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2021\/12\/image028-17.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_22' value='205094' \/><input type='hidden' id='answerType205094' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-205094[]' id='textarea_q_205094' 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-23' style=';'><div id='questionWrap-23'  class='   watupro-question-id-205095'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>23. <\/span>HOTSPOT <br \/>\r<br>You are developing a solution using a Lambda architecture on Microsoft Azure. <br \/>\r<br>The data at test layer must meet the following requirements: <br \/>\r<br>Data storage: <br \/>\r<br>&#8226; Serve as a repository (or high volumes of large files in various formats. <br \/>\r<br>&#8226; Implement optimized storage for big data analytics workloads. <br \/>\r<br>&#8226; Ensure that data can be organized using a hierarchical structure. Batch processing: <br \/>\r<br>&#8226; Use a managed solution for in-memory computation processing. <br \/>\r<br>&#8226; Natively support Scala, Python, and R programming languages. <br \/>\r<br>&#8226; Provide the ability to resize and terminate the cluster automatically. <br \/>\r<br>Analytical data store: <br \/>\r<br>&#8226; Support parallel processing. <br \/>\r<br>&#8226; Use columnar storage. <br \/>\r<br>&#8226; Support SQL-based languages. <br \/>\r<br>You need to identify the correct technologies to build the Lambda architecture. <br \/>\r<br>Which technologies should you use? To answer, select the appropriate options in the answer area . NOTE: Each correct selection is worth one point. <br \/>\r<br><br><img decoding=\"async\" width=539 height=502 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2021\/12\/image030-17.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_23' value='205095' \/><input type='hidden' id='answerType205095' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-205095[]' id='textarea_q_205095' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-24' style=';'><div id='questionWrap-24'  class='   watupro-question-id-205096'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>24. <\/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_24' value='205096' \/><input type='hidden' id='answerType205096' 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-205096[]' id='answer-id-820180' class='answer   answerof-205096 ' value='820180'   \/><label for='answer-id-820180' id='answer-label-820180' class=' answer'><span>Compress the files.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205096[]' id='answer-id-820181' class='answer   answerof-205096 ' value='820181'   \/><label for='answer-id-820181' id='answer-label-820181' class=' answer'><span>Merge the files.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205096[]' id='answer-id-820182' class='answer   answerof-205096 ' value='820182'   \/><label for='answer-id-820182' id='answer-label-820182' class=' answer'><span>Convert the files to JSON<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205096[]' id='answer-id-820183' class='answer   answerof-205096 ' value='820183'   \/><label for='answer-id-820183' id='answer-label-820183' 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-25' style=';'><div id='questionWrap-25'  class='   watupro-question-id-205097'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>25. <\/span>HOTSPOT <br \/>\r<br>You have a Microsoft SQL Server database that uses a third normal form schema. <br \/>\r<br>You plan to migrate the data in the database to a star schema in an Azure Synapse Analytics dedicated SQI pool. <br \/>\r<br>You need to design the dimension tables. The solution must optimize read operations. <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=174 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2021\/12\/image032-17.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_25' value='205097' \/><input type='hidden' id='answerType205097' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-205097[]' id='textarea_q_205097' 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-26' style=';'><div id='questionWrap-26'  class='   watupro-question-id-205098'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>26. <\/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_26' value='205098' \/><input type='hidden' id='answerType205098' 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-205098[]' id='answer-id-820185' class='answer   answerof-205098 ' value='820185'   \/><label for='answer-id-820185' id='answer-label-820185' class=' answer'><span>From ADFdev, modify the Git configuration.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205098[]' id='answer-id-820186' class='answer   answerof-205098 ' value='820186'   \/><label for='answer-id-820186' id='answer-label-820186' class=' answer'><span>From ADFdev, create a linked service.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205098[]' id='answer-id-820187' class='answer   answerof-205098 ' value='820187'   \/><label for='answer-id-820187' id='answer-label-820187' 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-205098[]' id='answer-id-820188' class='answer   answerof-205098 ' value='820188'   \/><label for='answer-id-820188' id='answer-label-820188' 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-27' style=';'><div id='questionWrap-27'  class='   watupro-question-id-205099'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>27. <\/span>You have a SQL pool in Azure Synapse that contains a table named dbo.Customers. The table contains a column name Email. <br \/>\r<br>You need to prevent nonadministrative users from seeing the full email addresses in the Email column. The users must see values in a format of aXXX@XXXX.com instead. <br \/>\r<br>What should you do?<\/div><input type='hidden' name='question_id[]' id='qID_27' value='205099' \/><input type='hidden' id='answerType205099' 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-205099[]' id='answer-id-820189' class='answer   answerof-205099 ' value='820189'   \/><label for='answer-id-820189' id='answer-label-820189' class=' answer'><span>From Microsoft SQL Server Management Studio, set an email mask on the Email column.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205099[]' id='answer-id-820190' class='answer   answerof-205099 ' value='820190'   \/><label for='answer-id-820190' id='answer-label-820190' class=' answer'><span>From the Azure portal, set a mask on the Email column.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205099[]' id='answer-id-820191' class='answer   answerof-205099 ' value='820191'   \/><label for='answer-id-820191' id='answer-label-820191' class=' answer'><span>From Microsoft SQL Server Management studio, grant the SELECT permission to the users for all the columns in the dbo.Customers table except Email.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205099[]' id='answer-id-820192' class='answer   answerof-205099 ' value='820192'   \/><label for='answer-id-820192' id='answer-label-820192' class=' answer'><span>From the Azure portal, set a sensitivity classification of Confidential for the Email column.<\/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-205100'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>28. <\/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 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2021\/12\/image035-16.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=650 height=96 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2021\/12\/image036-16.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=650 height=313 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2021\/12\/image037-16.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_28' value='205100' \/><input type='hidden' id='answerType205100' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-205100[]' id='textarea_q_205100' 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-205101'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>29. <\/span>HOTSPOT <br \/>\r<br>You have the following Azure Stream Analytics query. <br \/>\r<br><br><img decoding=\"async\" width=225 height=354 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2021\/12\/image039-15.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=148 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2021\/12\/image040-15.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_29' value='205101' \/><input type='hidden' id='answerType205101' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-205101[]' id='textarea_q_205101' 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-30' style=';'><div id='questionWrap-30'  class='   watupro-question-id-205102'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>30. <\/span>You have an Azure Databricks workspace named workspace! in the Standard pricing tier. Workspace! 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_30' value='205102' \/><input type='hidden' id='answerType205102' 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-205102[]' id='answer-id-820195' class='answer   answerof-205102 ' value='820195'   \/><label for='answer-id-820195' id='answer-label-820195' 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-205102[]' id='answer-id-820196' class='answer   answerof-205102 ' value='820196'   \/><label for='answer-id-820196' id='answer-label-820196' class=' answer'><span>Create a cluster policy in workspace1.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205102[]' id='answer-id-820197' class='answer   answerof-205102 ' value='820197'   \/><label for='answer-id-820197' id='answer-label-820197' class=' answer'><span>Create a pool in workspace1.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205102[]' id='answer-id-820198' class='answer   answerof-205102 ' value='820198'   \/><label for='answer-id-820198' id='answer-label-820198' 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-31' style=';'><div id='questionWrap-31'  class='   watupro-question-id-205103'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>31. <\/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 have an Azure Storage account that contains 100 GB of files. The files contain rows of 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 <br \/>\r<br>Azure Synapse Analytics. <br \/>\r<br>You need to prepare the files to ensure that the data copies quickly. <br \/>\r<br>Solution: You copy the files to a table that has a columnstore index. <br \/>\r<br>Does this meet the goal?<\/div><input type='hidden' name='question_id[]' id='qID_31' value='205103' \/><input type='hidden' id='answerType205103' 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-205103[]' id='answer-id-820199' class='answer   answerof-205103 ' value='820199'   \/><label for='answer-id-820199' id='answer-label-820199' class=' answer'><span>Yes<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205103[]' id='answer-id-820200' class='answer   answerof-205103 ' value='820200'   \/><label for='answer-id-820200' id='answer-label-820200' class=' answer'><span>No<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-32' style=';'><div id='questionWrap-32'  class='   watupro-question-id-205104'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>32. <\/span>CORRECT TEXT <br \/>\r<br>You have an Azure Synapse Analytics dedicated SQL pool named Pool1 and an Azure Data Lake Storage Gen2 account named Account 1. <br \/>\r<br>You plan to access the files in Accoun1l by using an external table. <br \/>\r<br>You need to create a data source in Pool1 that you can reference when you create the external table. <br \/>\r<br>How should you complete the Transact-SQL statement? To answer, select the appropriate options in the answer area. NOTE Each coned selection is worth one point. <br \/>\r<br><br><img decoding=\"async\" width=494 height=127 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2021\/12\/image042-13.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_32' value='205104' \/><input type='hidden' id='answerType205104' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-205104[]' id='textarea_q_205104' 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-33' style=';'><div id='questionWrap-33'  class='   watupro-question-id-205105'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>33. <\/span>HOTSPOT <br \/>\r<br>You are designing an Azure Stream Analytics solution that receives instant messaging data from an Azure Event Hub. <br \/>\r<br>You need to ensure that the output from the Stream Analytics job counts the number of messages per time zone every 15 seconds. <br \/>\r<br>How should you complete the Stream Analytics query? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point. <br \/>\r<br><br><img decoding=\"async\" width=650 height=270 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2021\/12\/image044-12.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_33' value='205105' \/><input type='hidden' id='answerType205105' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-205105[]' id='textarea_q_205105' 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-205106'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>34. <\/span>HOTSPOT <br \/>\r<br>A company plans to use Platform-as-a-Service (PaaS) to create the new data pipeline process. <br \/>\r<br>The process must meet the following requirements: <br \/>\r<br>Ingest: <br \/>\r<br>&#10001; Access multiple data sources. <br \/>\r<br>&#10001; Provide the ability to orchestrate workflow. <br \/>\r<br>&#10001; Provide the capability to run SQL Server Integration Services packages. <br \/>\r<br>Store: <br \/>\r<br>&#10001; Optimize storage for big data workloads. <br \/>\r<br>&#10001; Provide encryption of data at rest. <br \/>\r<br>&#10001; Operate with no size limits. <br \/>\r<br>Prepare and Train: <br \/>\r<br>&#10001; Provide a fully-managed and interactive workspace for exploration and visualization. <br \/>\r<br>&#10001; Provide the ability to program in R, SQL, Python, Scala, and Java. <br \/>\r<br>&#10001; Provide seamless user authentication with Azure Active Directory. <br \/>\r<br>Model &amp; Serve: <br \/>\r<br>&#10001; Implement native columnar storage. <br \/>\r<br>&#10001; Support for the SQL language <br \/>\r<br>&#10001; Provide support for structured streaming. <br \/>\r<br>You need to build the data integration pipeline. <br \/>\r<br>Which technologies should you use? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point. <br \/>\r<br><br><img decoding=\"async\" width=632 height=627 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2021\/12\/image047-12.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_34' value='205106' \/><input type='hidden' id='answerType205106' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-205106[]' id='textarea_q_205106' 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-205107'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>35. <\/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>Which five actions should you perform in sequence next in is Databricks notebook? 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=650 height=245 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2021\/12\/image049-12.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_35' value='205107' \/><input type='hidden' id='answerType205107' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-205107[]' id='textarea_q_205107' 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-205108'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>36. <\/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_36' value='205108' \/><input type='hidden' id='answerType205108' 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-205108[]' id='answer-id-820205' class='answer   answerof-205108 ' value='820205'   \/><label for='answer-id-820205' id='answer-label-820205' class=' answer'><span>Yes<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205108[]' id='answer-id-820206' class='answer   answerof-205108 ' value='820206'   \/><label for='answer-id-820206' id='answer-label-820206' class=' answer'><span>No<\/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-205109'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>37. <\/span>HOTSPOT <br \/>\r<br>You have an Azure SQL database named Database1 and two Azure event hubs named HubA and HubB. <br \/>\r<br>The data consumed from each source is shown in the following table. <br \/>\r<br><br><img decoding=\"async\" width=395 height=208 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2021\/12\/image051-11.jpg\"><br><br \/>\r<br>You need to implement Azure Stream Analytics to calculate the average fare per mile by driver. <br \/>\r<br>How should you configure the Stream Analytics input for each source? 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=287 height=291 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2021\/12\/image052-11.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_37' value='205109' \/><input type='hidden' id='answerType205109' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-205109[]' id='textarea_q_205109' 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-205110'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>38. <\/span>You have an Azure Data Lake Storage Gen2 container that contains 100 TB of data. <br \/>\r<br>You need to ensure that the data in the container is available for read workloads in a secondary region if an outage occurs in the primary region. The solution must minimize costs. <br \/>\r<br>Which type of data redundancy should you use?<\/div><input type='hidden' name='question_id[]' id='qID_38' value='205110' \/><input type='hidden' id='answerType205110' 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-205110[]' id='answer-id-820208' class='answer   answerof-205110 ' value='820208'   \/><label for='answer-id-820208' id='answer-label-820208' class=' answer'><span>zone-redundant storage (ZRS)<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205110[]' id='answer-id-820209' class='answer   answerof-205110 ' value='820209'   \/><label for='answer-id-820209' id='answer-label-820209' class=' answer'><span>read-access geo-redundant storage (RA-GRS)<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205110[]' id='answer-id-820210' class='answer   answerof-205110 ' value='820210'   \/><label for='answer-id-820210' id='answer-label-820210' class=' answer'><span>locally-redundant storage (LRS)<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205110[]' id='answer-id-820211' class='answer   answerof-205110 ' value='820211'   \/><label for='answer-id-820211' id='answer-label-820211' class=' answer'><span>geo-redundant storage (GRS)<\/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-205111'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>39. <\/span>You have an Azure Synapse Analytics dedicated SQL pool named SA1 that contains a table named Table1. You need to identify tables that have a high percentage of deleted rows. <br \/>\r<br>What should you run?<\/div><input type='hidden' name='question_id[]' id='qID_39' value='205111' \/><input type='hidden' id='answerType205111' 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-205111[]' id='answer-id-820212' class='answer   answerof-205111 ' value='820212'   \/><label for='answer-id-820212' id='answer-label-820212' class=' answer'><span>sys.pdw_nodes_column_store_segments<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205111[]' id='answer-id-820213' class='answer   answerof-205111 ' value='820213'   \/><label for='answer-id-820213' id='answer-label-820213' class=' answer'><span>sys.dm_db_column_store_row_group_operational_stats<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205111[]' id='answer-id-820214' class='answer   answerof-205111 ' value='820214'   \/><label for='answer-id-820214' id='answer-label-820214' class=' answer'><span>sys.pdw_nodes_column_store_row_groups<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205111[]' id='answer-id-820215' class='answer   answerof-205111 ' value='820215'   \/><label for='answer-id-820215' id='answer-label-820215' class=' answer'><span>sys.dm_bd_column_store_row_group_physical_stats<\/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-205112'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>40. <\/span>You have an Azure Stream Analytics query. The query returns a result set that contains 10,000 distinct values for a column named clusterID. <br \/>\r<br>You monitor the Stream Analytics job and discover high latency. <br \/>\r<br>You need to reduce the latency. <br \/>\r<br>Which two actions should you perform? Each correct answer presents a complete solution. NOTE: Each correct selection is worth one point.<\/div><input type='hidden' name='question_id[]' id='qID_40' value='205112' \/><input type='hidden' id='answerType205112' 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-205112[]' id='answer-id-820216' class='answer   answerof-205112 ' value='820216'   \/><label for='answer-id-820216' id='answer-label-820216' class=' answer'><span>Add a pass-through query.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-205112[]' id='answer-id-820217' class='answer   answerof-205112 ' value='820217'   \/><label for='answer-id-820217' id='answer-label-820217' class=' answer'><span>Add a temporal analytic function.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-205112[]' id='answer-id-820218' class='answer   answerof-205112 ' value='820218'   \/><label for='answer-id-820218' id='answer-label-820218' class=' answer'><span>Scale out the query by using PARTITION B<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-205112[]' id='answer-id-820219' class='answer   answerof-205112 ' value='820219'   \/><label for='answer-id-820219' id='answer-label-820219' class=' answer'><span>Convert the query to a reference query.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-205112[]' id='answer-id-820220' class='answer   answerof-205112 ' value='820220'   \/><label for='answer-id-820220' id='answer-label-820220' class=' answer'><span>Increase the number of streaming units.<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-41' style=';'><div id='questionWrap-41'  class='   watupro-question-id-205113'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>41. <\/span>Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while others might not have a correct solution. <br \/>\r<br>After you answer a question in this section, you will NOT be able to return to it. As a result, these questions will not appear in the review screen. <br \/>\r<br>You 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 tumbling window, and you set the window size to 10 seconds. <br \/>\r<br>Does this meet the goal?<\/div><input type='hidden' name='question_id[]' id='qID_41' value='205113' \/><input type='hidden' id='answerType205113' 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-205113[]' id='answer-id-820221' class='answer   answerof-205113 ' value='820221'   \/><label for='answer-id-820221' id='answer-label-820221' class=' answer'><span>Yes<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205113[]' id='answer-id-820222' class='answer   answerof-205113 ' value='820222'   \/><label for='answer-id-820222' id='answer-label-820222' class=' answer'><span>No<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-42' style=';'><div id='questionWrap-42'  class='   watupro-question-id-205114'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>42. <\/span>DRAG DROP <br \/>\r<br>You have a table named SalesFact in an enterprise data warehouse in Azure Synapse Analytics. <br \/>\r<br>SalesFact contains sales data from the past 36 months and has the following characteristics: <br \/>\r<br>&#10001; Is partitioned by month <br \/>\r<br>&#10001; Contains one billion rows <br \/>\r<br>&#10001; Has clustered columnstore indexes <br \/>\r<br>At the beginning of each month, you need to remove data from SalesFact that is older than 36 months as quickly as possible. <br \/>\r<br>Which three actions should you perform in sequence in a stored procedure? 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=301 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2021\/12\/image055-10.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_42' value='205114' \/><input type='hidden' id='answerType205114' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-205114[]' id='textarea_q_205114' 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-43' style=';'><div id='questionWrap-43'  class='   watupro-question-id-205115'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>43. <\/span>You are designing a date dimension table in an Azure Synapse Analytics dedicated SQL pool. The date dimension table will be used by all the fact tables. <br \/>\r<br>Which distribution type should you recommend to minimize data movement?<\/div><input type='hidden' name='question_id[]' id='qID_43' value='205115' \/><input type='hidden' id='answerType205115' 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-205115[]' id='answer-id-820224' class='answer   answerof-205115 ' value='820224'   \/><label for='answer-id-820224' id='answer-label-820224' class=' answer'><span>HASH<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205115[]' id='answer-id-820225' class='answer   answerof-205115 ' value='820225'   \/><label for='answer-id-820225' id='answer-label-820225' class=' answer'><span>REPLICATE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205115[]' id='answer-id-820226' class='answer   answerof-205115 ' value='820226'   \/><label for='answer-id-820226' id='answer-label-820226' class=' answer'><span>ROUND ROBIN<\/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-205116'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>44. <\/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 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2021\/12\/image057-10.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 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2021\/12\/image058-10.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_44' value='205116' \/><input type='hidden' id='answerType205116' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-205116[]' id='textarea_q_205116' 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-45' style=';'><div id='questionWrap-45'  class='   watupro-question-id-205117'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>45. <\/span>CORRECT TEXT <br \/>\r<br>You plan to create an Azure Data Lake Storage Gen2 account <br \/>\r<br>You need to recommend a storage solution that meets the following requirements: <br \/>\r<br>&#8226; Provides the highest degree of data resiliency <br \/>\r<br>&#8226; Ensures that content remains available for writes if a primary data center fails <br \/>\r<br>What should you include in the recommendation? To answer, select the appropriate options in the answer area. <br \/>\r<br><br><img decoding=\"async\" width=547 height=107 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2021\/12\/image060-10.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_45' value='205117' \/><input type='hidden' id='answerType205117' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-205117[]' id='textarea_q_205117' 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-205118'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>46. <\/span>CORRECT TEXT <br \/>\r<br>You are designing an application that will use an Azure Data Lake Storage Gen 2 account to store petabytes of license plate photos from toll booths. The account will use zone-redundant storage (ZRS). <br \/>\r<br>You identify the following usage patterns: <br \/>\r<br>&#8226; The data will be accessed several times a day during the first 30 days after the data is created. The data must meet an availability SU of 99.9%. <br \/>\r<br>&#8226; After 90 days, the data will be accessed infrequently but must be available within 30 seconds. <br \/>\r<br>&#8226; After 365 days, the data will be accessed infrequently but must be available within five minutes. <br \/>\r<br><br><img decoding=\"async\" width=268 height=137 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2021\/12\/image062-10.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_46' value='205118' \/><input type='hidden' id='answerType205118' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-205118[]' id='textarea_q_205118' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-47' style=';'><div id='questionWrap-47'  class='   watupro-question-id-205119'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>47. <\/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_47' value='205119' \/><input type='hidden' id='answerType205119' 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-205119[]' id='answer-id-820230' class='answer   answerof-205119 ' value='820230'   \/><label for='answer-id-820230' id='answer-label-820230' class=' answer'><span>Yes<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205119[]' id='answer-id-820231' class='answer   answerof-205119 ' value='820231'   \/><label for='answer-id-820231' id='answer-label-820231' class=' answer'><span>No<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-48' style=';'><div id='questionWrap-48'  class='   watupro-question-id-205120'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>48. <\/span>You have a C# application that process data from an Azure IoT hub and performs complex transformations. <br \/>\r<br>You need to replace the application with a real-time solution. The solution must reuse as much code as <br \/>\r<br>possible from the existing application.<\/div><input type='hidden' name='question_id[]' id='qID_48' value='205120' \/><input type='hidden' id='answerType205120' 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-205120[]' id='answer-id-820232' class='answer   answerof-205120 ' value='820232'   \/><label for='answer-id-820232' id='answer-label-820232' class=' answer'><span>Azure Databricks<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205120[]' id='answer-id-820233' class='answer   answerof-205120 ' value='820233'   \/><label for='answer-id-820233' id='answer-label-820233' class=' answer'><span>Azure Event Grid<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205120[]' id='answer-id-820234' class='answer   answerof-205120 ' value='820234'   \/><label for='answer-id-820234' id='answer-label-820234' class=' answer'><span>Azure Stream Analytics<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205120[]' id='answer-id-820235' class='answer   answerof-205120 ' value='820235'   \/><label for='answer-id-820235' id='answer-label-820235' class=' answer'><span>Azure Data Factory<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-49' style=';'><div id='questionWrap-49'  class='   watupro-question-id-205121'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>49. <\/span>HOTSPOT <br \/>\r<br>From a website analytics system, you receive data extracts about user interactions such as downloads, link clicks, form submissions, and video plays. <br \/>\r<br>The data contains the following columns. <br \/>\r<br><br><img decoding=\"async\" width=408 height=232 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2021\/12\/image064-10.jpg\"><br><br \/>\r<br>You need to design a star schema to support analytical queries of the data. The star schema will contain four tables including a date dimension. <br \/>\r<br>To which table should you add each column? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point. <br \/>\r<br><br><img decoding=\"async\" width=347 height=411 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2021\/12\/image065-9.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_49' value='205121' \/><input type='hidden' id='answerType205121' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-205121[]' id='textarea_q_205121' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-50' style=';'><div id='questionWrap-50'  class='   watupro-question-id-205122'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>50. <\/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_50' value='205122' \/><input type='hidden' id='answerType205122' 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-205122[]' id='answer-id-820237' class='answer   answerof-205122 ' value='820237'   \/><label for='answer-id-820237' id='answer-label-820237' class=' answer'><span>notebook logs<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205122[]' id='answer-id-820238' class='answer   answerof-205122 ' value='820238'   \/><label for='answer-id-820238' id='answer-label-820238' class=' answer'><span>cluster event logs<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205122[]' id='answer-id-820239' class='answer   answerof-205122 ' value='820239'   \/><label for='answer-id-820239' id='answer-label-820239' class=' answer'><span>global init scripts logs<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205122[]' id='answer-id-820240' class='answer   answerof-205122 ' value='820240'   \/><label for='answer-id-820240' id='answer-label-820240' class=' answer'><span>workspace logs<\/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-205123'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>51. <\/span>You are designing an Azure Synapse Analytics dedicated SQL pool. <br \/>\r<br>You need to ensure that you can audit access to Personally Identifiable information (PII). <br \/>\r<br>What should you include in the solution?<\/div><input type='hidden' name='question_id[]' id='qID_51' value='205123' \/><input type='hidden' id='answerType205123' 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-205123[]' id='answer-id-820241' class='answer   answerof-205123 ' value='820241'   \/><label for='answer-id-820241' id='answer-label-820241' class=' answer'><span>dynamic data masking<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205123[]' id='answer-id-820242' class='answer   answerof-205123 ' value='820242'   \/><label for='answer-id-820242' id='answer-label-820242' class=' answer'><span>row-level security (RLS)<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205123[]' id='answer-id-820243' class='answer   answerof-205123 ' value='820243'   \/><label for='answer-id-820243' id='answer-label-820243' class=' answer'><span>sensitivity classifications<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205123[]' id='answer-id-820244' class='answer   answerof-205123 ' value='820244'   \/><label for='answer-id-820244' id='answer-label-820244' class=' answer'><span>column-level security<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-52' style=';'><div id='questionWrap-52'  class='   watupro-question-id-205124'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>52. <\/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_52' value='205124' \/><input type='hidden' id='answerType205124' 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-205124[]' id='answer-id-820245' class='answer   answerof-205124 ' value='820245'   \/><label for='answer-id-820245' id='answer-label-820245' class=' answer'><span>Advanced Data Security for this database<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205124[]' id='answer-id-820246' class='answer   answerof-205124 ' value='820246'   \/><label for='answer-id-820246' id='answer-label-820246' class=' answer'><span>Transparent Data Encryption (TDE)<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205124[]' id='answer-id-820247' class='answer   answerof-205124 ' value='820247'   \/><label for='answer-id-820247' id='answer-label-820247' class=' answer'><span>Secure transfer required<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205124[]' id='answer-id-820248' class='answer   answerof-205124 ' value='820248'   \/><label for='answer-id-820248' id='answer-label-820248' class=' answer'><span>Dynamic Data Masking<\/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-205125'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>53. <\/span>You are designing a sales transactions table in an Azure Synapse Analytics dedicated SQL pool. The table will contains approximately 60 million rows per month and will be partitioned by month. The table will use a clustered column store index and round-robin distribution. <br \/>\r<br>Approximately how many rows will there be for each combination of distribution and partition?<\/div><input type='hidden' name='question_id[]' id='qID_53' value='205125' \/><input type='hidden' id='answerType205125' 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-205125[]' id='answer-id-820249' class='answer   answerof-205125 ' value='820249'   \/><label for='answer-id-820249' id='answer-label-820249' class=' answer'><span>1 million<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205125[]' id='answer-id-820250' class='answer   answerof-205125 ' value='820250'   \/><label for='answer-id-820250' id='answer-label-820250' class=' answer'><span>5 million<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205125[]' id='answer-id-820251' class='answer   answerof-205125 ' value='820251'   \/><label for='answer-id-820251' id='answer-label-820251' class=' answer'><span>20 million<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205125[]' id='answer-id-820252' class='answer   answerof-205125 ' value='820252'   \/><label for='answer-id-820252' id='answer-label-820252' class=' answer'><span>60 million<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-54' style=';'><div id='questionWrap-54'  class='   watupro-question-id-205126'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>54. <\/span>HOTSPOT <br \/>\r<br>You have an Azure event hub named retailhub that has 16 partitions. Transactions are posted to retailhub. Each transaction includes the transaction ID, the individual line items, and the payment details. The transaction ID is used as the partition key. <br \/>\r<br>You are designing an Azure Stream Analytics job to identify potentially fraudulent transactions at a retail store. The job will use retailhub as the input. The job will output the transaction ID, the individual line items, the payment details, a fraud score, and a fraud indicator. <br \/>\r<br>You plan to send the output to an Azure event hub named fraudhub. <br \/>\r<br>You need to ensure that the fraud detection solution is highly scalable and processes transactions as quickly as possible. <br \/>\r<br>How should you structure the output of the Stream Analytics job? 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=476 height=359 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2021\/12\/image067-9.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_54' value='205126' \/><input type='hidden' id='answerType205126' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-205126[]' id='textarea_q_205126' 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-205127'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>55. <\/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 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2021\/12\/image069-8.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_55' value='205127' \/><input type='hidden' id='answerType205127' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-205127[]' id='textarea_q_205127' 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-205128'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>56. <\/span>You have an Azure Synapse Analytics dedicated SQL pool. <br \/>\r<br>You run PDW_SHOWSPACEUSED (dbo,FactInternetSales\u2019); and get the results shown in the following table. <br \/>\r<br><br><img decoding=\"async\" width=488 height=345 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2021\/12\/image072-8.jpg\"><br><br \/>\r<br>Which statement accurately describes the dbo,FactInternetSales table?<\/div><input type='hidden' name='question_id[]' id='qID_56' value='205128' \/><input type='hidden' id='answerType205128' 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-205128[]' id='answer-id-820255' class='answer   answerof-205128 ' value='820255'   \/><label for='answer-id-820255' id='answer-label-820255' class=' answer'><span>The table contains less than 1,000 rows.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205128[]' id='answer-id-820256' class='answer   answerof-205128 ' value='820256'   \/><label for='answer-id-820256' id='answer-label-820256' class=' answer'><span>All distribution contain data.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205128[]' id='answer-id-820257' class='answer   answerof-205128 ' value='820257'   \/><label for='answer-id-820257' id='answer-label-820257' class=' answer'><span>The table is skewed.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205128[]' id='answer-id-820258' class='answer   answerof-205128 ' value='820258'   \/><label for='answer-id-820258' id='answer-label-820258' class=' answer'><span>The table uses round-robin distribution.<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-57' style=';'><div id='questionWrap-57'  class='   watupro-question-id-205129'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>57. <\/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 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2021\/12\/image073-7.jpg\"><br><br \/>\r<br>You have policies for the sensitive data. The policies vary be region as shown in the following table. <br \/>\r<br><br><img decoding=\"async\" width=650 height=101 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2021\/12\/image074-7.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=650 height=86 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2021\/12\/image075-7.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 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2021\/12\/image076-6.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_57' value='205129' \/><input type='hidden' id='answerType205129' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-205129[]' id='textarea_q_205129' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-58' style=';'><div id='questionWrap-58'  class='   watupro-question-id-205130'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>58. <\/span>You have an Azure Data Factory pipeline that performs an incremental load of source data to an Azure Data Lake Storage Gen2 account. <br \/>\r<br>Data to be loaded is identified by a column named LastUpdatedDate in the source table. <br \/>\r<br>You plan to execute the pipeline every four hours. <br \/>\r<br>You need to ensure that the pipeline execution meets the following requirements: <br \/>\r<br>&#10001; Automatically retries the execution when the pipeline run fails due to concurrency or throttling limits. <br \/>\r<br>&#10001; Supports backfilling existing data in the table. <br \/>\r<br>Which type of trigger should you use?<\/div><input type='hidden' name='question_id[]' id='qID_58' value='205130' \/><input type='hidden' id='answerType205130' 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-205130[]' id='answer-id-820260' class='answer   answerof-205130 ' value='820260'   \/><label for='answer-id-820260' id='answer-label-820260' class=' answer'><span>event<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205130[]' id='answer-id-820261' class='answer   answerof-205130 ' value='820261'   \/><label for='answer-id-820261' id='answer-label-820261' class=' answer'><span>on-demand<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205130[]' id='answer-id-820262' class='answer   answerof-205130 ' value='820262'   \/><label for='answer-id-820262' id='answer-label-820262' class=' answer'><span>schedule<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205130[]' id='answer-id-820263' class='answer   answerof-205130 ' value='820263'   \/><label for='answer-id-820263' id='answer-label-820263' class=' answer'><span>tumbling window<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-59' style=';'><div id='questionWrap-59'  class='   watupro-question-id-205131'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>59. <\/span>You plan to implement an Azure Data Lake Gen2 storage account. <br \/>\r<br>You need to ensure that the data lake will remain available if a data center fails in the primary Azure region. <br \/>\r<br>The solution must minimize costs. <br \/>\r<br>Which type of replication should you use for the storage account?<\/div><input type='hidden' name='question_id[]' id='qID_59' value='205131' \/><input type='hidden' id='answerType205131' 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-205131[]' id='answer-id-820264' class='answer   answerof-205131 ' value='820264'   \/><label for='answer-id-820264' id='answer-label-820264' class=' answer'><span>geo-redundant storage (GRS)<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205131[]' id='answer-id-820265' class='answer   answerof-205131 ' value='820265'   \/><label for='answer-id-820265' id='answer-label-820265' class=' answer'><span>zone-redundant storage (ZRS)<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205131[]' id='answer-id-820266' class='answer   answerof-205131 ' value='820266'   \/><label for='answer-id-820266' id='answer-label-820266' class=' answer'><span>locally-redundant storage (LRS)<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205131[]' id='answer-id-820267' class='answer   answerof-205131 ' value='820267'   \/><label for='answer-id-820267' id='answer-label-820267' class=' answer'><span>geo-zone-redundant storage (GZRS)<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-60' style=';'><div id='questionWrap-60'  class='   watupro-question-id-205132'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>60. <\/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 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 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2021\/12\/image078-5.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_60' value='205132' \/><input type='hidden' id='answerType205132' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-205132[]' id='textarea_q_205132' 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-61' style=';'><div id='questionWrap-61'  class='   watupro-question-id-205133'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>61. <\/span>HOTSPOT <br \/>\r<br>You are designing an application that will store petabytes of medical imaging data <br \/>\r<br>When the data is first created, the data will be accessed frequently during the first week. After one month, the data must be accessible within 30 seconds, but files will be accessed infrequently. After one year, the data will be accessed infrequently but must be accessible within five minutes. <br \/>\r<br>You need to select a storage strategy for the data. The solution must minimize costs. <br \/>\r<br>Which storage tier should you use for each time frame? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point. <br \/>\r<br><br><img decoding=\"async\" width=361 height=338 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2021\/12\/image081-5.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_61' value='205133' \/><input type='hidden' id='answerType205133' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-205133[]' id='textarea_q_205133' 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-62' style=';'><div id='questionWrap-62'  class='   watupro-question-id-205134'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>62. <\/span>HOTSPOT <br \/>\r<br>You plan to develop a dataset named Purchases by using Azure databricks Purchases will contain the following columns: <br \/>\r<br>&#8226; ProductID <br \/>\r<br>&#8226; ItemPrice <br \/>\r<br>&#8226; lineTotal <br \/>\r<br>&#8226; Quantity <br \/>\r<br>&#8226; StorelD <br \/>\r<br>&#8226; Minute <br \/>\r<br>&#8226; Month <br \/>\r<br>&#8226; Hour <br \/>\r<br>&#8226; Year <br \/>\r<br>&#8226; Day <br \/>\r<br>You need to store the data to support hourly incremental load pipelines that will vary for each StoreID. the solution must minimize storage costs. <br \/>\r<br>How should you complete the rode? 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=213 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2021\/12\/image083-3.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_62' value='205134' \/><input type='hidden' id='answerType205134' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-205134[]' id='textarea_q_205134' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-63' style=';'><div id='questionWrap-63'  class='   watupro-question-id-205135'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>63. <\/span>You use Azure Stream Analytics to receive Twitter data from Azure Event Hubs and to output the data to an Azure Blob storage account. <br \/>\r<br>You need to output the count of tweets during the last five minutes every five minutes. Each tweet must only be counted once. <br \/>\r<br>Which windowing function should you use?<\/div><input type='hidden' name='question_id[]' id='qID_63' value='205135' \/><input type='hidden' id='answerType205135' 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-205135[]' id='answer-id-820271' class='answer   answerof-205135 ' value='820271'   \/><label for='answer-id-820271' id='answer-label-820271' class=' answer'><span>a five-minute Session window<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205135[]' id='answer-id-820272' class='answer   answerof-205135 ' value='820272'   \/><label for='answer-id-820272' id='answer-label-820272' class=' answer'><span>a five-minute Sliding window<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205135[]' id='answer-id-820273' class='answer   answerof-205135 ' value='820273'   \/><label for='answer-id-820273' id='answer-label-820273' class=' answer'><span>a five-minute Tumbling window<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205135[]' id='answer-id-820274' class='answer   answerof-205135 ' value='820274'   \/><label for='answer-id-820274' id='answer-label-820274' class=' answer'><span>a five-minute Hopping window that has one-minute hop<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-64' style=';'><div id='questionWrap-64'  class='   watupro-question-id-205136'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>64. <\/span>You are monitoring an Azure Stream Analytics job. <br \/>\r<br>You discover that the Backlogged Input Events metric is increasing slowly and is consistently non-zero. <br \/>\r<br>You need to ensure that the job can handle all the events. <br \/>\r<br>What should you do?<\/div><input type='hidden' name='question_id[]' id='qID_64' value='205136' \/><input type='hidden' id='answerType205136' 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-205136[]' id='answer-id-820275' class='answer   answerof-205136 ' value='820275'   \/><label for='answer-id-820275' id='answer-label-820275' class=' answer'><span>Change the compatibility level of the Stream Analytics job.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205136[]' id='answer-id-820276' class='answer   answerof-205136 ' value='820276'   \/><label for='answer-id-820276' id='answer-label-820276' class=' answer'><span>Increase the number of streaming units (SUs).<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205136[]' id='answer-id-820277' class='answer   answerof-205136 ' value='820277'   \/><label for='answer-id-820277' id='answer-label-820277' class=' answer'><span>Remove any named consumer groups from the connection and use $default.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205136[]' id='answer-id-820278' class='answer   answerof-205136 ' value='820278'   \/><label for='answer-id-820278' id='answer-label-820278' class=' answer'><span>Create an additional output stream for the existing input stream.<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-65' style=';'><div id='questionWrap-65'  class='   watupro-question-id-205137'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>65. <\/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_65' value='205137' \/><input type='hidden' id='answerType205137' 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-205137[]' id='answer-id-820279' class='answer   answerof-205137 ' value='820279'   \/><label for='answer-id-820279' id='answer-label-820279' class=' answer'><span>Implement event ordering.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-205137[]' id='answer-id-820280' class='answer   answerof-205137 ' value='820280'   \/><label for='answer-id-820280' id='answer-label-820280' 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-205137[]' id='answer-id-820281' class='answer   answerof-205137 ' value='820281'   \/><label for='answer-id-820281' id='answer-label-820281' 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-205137[]' id='answer-id-820282' class='answer   answerof-205137 ' value='820282'   \/><label for='answer-id-820282' id='answer-label-820282' 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-205137[]' id='answer-id-820283' class='answer   answerof-205137 ' value='820283'   \/><label for='answer-id-820283' id='answer-label-820283' 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-205137[]' id='answer-id-820284' class='answer   answerof-205137 ' value='820284'   \/><label for='answer-id-820284' id='answer-label-820284' 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-66' style=';'><div id='questionWrap-66'  class='   watupro-question-id-205138'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>66. <\/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_66' value='205138' \/><input type='hidden' id='answerType205138' 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-205138[]' id='answer-id-820285' class='answer   answerof-205138 ' value='820285'   \/><label for='answer-id-820285' id='answer-label-820285' class=' answer'><span>Yes<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205138[]' id='answer-id-820286' class='answer   answerof-205138 ' value='820286'   \/><label for='answer-id-820286' id='answer-label-820286' class=' answer'><span>No<\/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-205139'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>67. <\/span>HOTSPOT <br \/>\r<br>You are planning the deployment of Azure Data Lake Storage Gen2. <br \/>\r<br>You have the following two reports that will access the data lake: <br \/>\r<br>&#10001; Report1: Reads three columns from a file that contains 50 columns. <br \/>\r<br>&#10001; Report2: Queries a single record based on a timestamp. <br \/>\r<br>You need to recommend in which format to store the data in the data lake to support the reports. The solution must minimize read times. <br \/>\r<br>What should you recommend for each report? 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=264 height=331 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2021\/12\/image085-3.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_67' value='205139' \/><input type='hidden' id='answerType205139' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-205139[]' id='textarea_q_205139' 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-205140'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>68. <\/span>Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while others might not have a correct solution. <br \/>\r<br>After you answer a question in this section, you will NOT be able to return to it. As a result, these questions will not appear in the review screen. <br \/>\r<br>You plan to create an Azure Databricks workspace that has a tiered structure. <br \/>\r<br>The workspace will contain the following three workloads: <br \/>\r<br>&#10001; A workload for data engineers who will use Python and SQL. <br \/>\r<br>&#10001; A workload for jobs that will run notebooks that use Python, Scala, and SOL. <br \/>\r<br>&#10001; A workload that data scientists will use to perform ad hoc analysis in Scala and R. <br \/>\r<br>The enterprise architecture team at your company identifies the following standards for Databricks environments: <br \/>\r<br>&#10001; The data engineers must share a cluster. <br \/>\r<br>&#10001; The job cluster will be managed by using a request process whereby data scientists and data engineers provide packaged notebooks for deployment to the cluster. <br \/>\r<br>&#10001; All the data scientists must be assigned their own cluster that terminates automatically after 120 minutes of inactivity. Currently, there are three data scientists. <br \/>\r<br>You need to create the Databricks clusters for the workloads. <br \/>\r<br>Solution: You create a Standard cluster for each data scientist, a High Concurrency cluster for the data engineers, and a High Concurrency cluster for the jobs. <br \/>\r<br>Does this meet the goal?<\/div><input type='hidden' name='question_id[]' id='qID_68' value='205140' \/><input type='hidden' id='answerType205140' 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-205140[]' id='answer-id-820288' class='answer   answerof-205140 ' value='820288'   \/><label for='answer-id-820288' id='answer-label-820288' class=' answer'><span>Yes<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205140[]' id='answer-id-820289' class='answer   answerof-205140 ' value='820289'   \/><label for='answer-id-820289' id='answer-label-820289' class=' answer'><span>No<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-69' style=';'><div id='questionWrap-69'  class='   watupro-question-id-205141'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>69. <\/span>DRAG DROP <br \/>\r<br>You have data stored in thousands of CSV files in Azure Data Lake Storage Gen2. Each file has a header row followed by a properly formatted carriage return (\/r) and line feed (\/n). <br \/>\r<br>You are implementing a pattern that batch loads the files daily into an enterprise data warehouse in Azure Synapse Analytics by using PolyBase. <br \/>\r<br>You need to skip the header row when you import the files into the data warehouse. Before building the loading pattern, you need to prepare the required database objects in Azure Synapse Analytics. <br \/>\r<br>Which three actions should you perform in sequence? To answer, move the appropriate actions from the list of actions to the answer area and arrange them in the correct order. NOTE: Each correct selection is worth one point <br \/>\r<br><br><img decoding=\"async\" width=649 height=286 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2021\/12\/image087-2.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_69' value='205141' \/><input type='hidden' id='answerType205141' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-205141[]' id='textarea_q_205141' 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-70' style=';'><div id='questionWrap-70'  class='   watupro-question-id-205142'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>70. <\/span>You need to design a solution that will process streaming data from an Azure Event Hub and output the data to Azure Data Lake Storage. The solution must ensure that analysts can interactively query the streaming data. <br \/>\r<br>What should you use?<\/div><input type='hidden' name='question_id[]' id='qID_70' value='205142' \/><input type='hidden' id='answerType205142' 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-205142[]' id='answer-id-820291' class='answer   answerof-205142 ' value='820291'   \/><label for='answer-id-820291' id='answer-label-820291' class=' answer'><span>event triggers in Azure Data Factory<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205142[]' id='answer-id-820292' class='answer   answerof-205142 ' value='820292'   \/><label for='answer-id-820292' id='answer-label-820292' class=' answer'><span>Azure Stream Analytics and Azure Synapse notebooks<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205142[]' id='answer-id-820293' class='answer   answerof-205142 ' value='820293'   \/><label for='answer-id-820293' id='answer-label-820293' class=' answer'><span>Structured Streaming in Azure Databricks<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205142[]' id='answer-id-820294' class='answer   answerof-205142 ' value='820294'   \/><label for='answer-id-820294' id='answer-label-820294' class=' answer'><span>Azure Queue storage and read-access geo-redundant storage (RA-GRS)<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-71' style=';'><div id='questionWrap-71'  class='   watupro-question-id-205143'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>71. <\/span>You plan to create an Azure Data Factory pipeline that will include a mapping data flow. <br \/>\r<br>You have JSON data containing objects that have nested arrays. <br \/>\r<br>You need to transform the JSON-formatted data into a tabular dataset. The dataset must have one tow for each item in the arrays. <br \/>\r<br>Which transformation method should you use in the mapping data flow?<\/div><input type='hidden' name='question_id[]' id='qID_71' value='205143' \/><input type='hidden' id='answerType205143' 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-205143[]' id='answer-id-820295' class='answer   answerof-205143 ' value='820295'   \/><label for='answer-id-820295' id='answer-label-820295' class=' answer'><span>unpivot<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205143[]' id='answer-id-820296' class='answer   answerof-205143 ' value='820296'   \/><label for='answer-id-820296' id='answer-label-820296' class=' answer'><span>flatten<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205143[]' id='answer-id-820297' class='answer   answerof-205143 ' value='820297'   \/><label for='answer-id-820297' id='answer-label-820297' class=' answer'><span>new branch<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205143[]' id='answer-id-820298' class='answer   answerof-205143 ' value='820298'   \/><label for='answer-id-820298' id='answer-label-820298' class=' answer'><span>alter row<\/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-205144'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>72. <\/span>You are designing a solution that will copy Parquet files stored in an Azure Blob storage account to an Azure Data Lake Storage Gen2 account. <br \/>\r<br>The data will be loaded daily to the data lake and will use a folder structure of {Year}\/{Month}\/{Day}\/. <br \/>\r<br>You need to design a daily Azure Data Factory data load to minimize the data transfer between the two <br \/>\r<br>accounts. <br \/>\r<br>Which two configurations should you include in the design? Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point.<\/div><input type='hidden' name='question_id[]' id='qID_72' value='205144' \/><input type='hidden' id='answerType205144' 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-205144[]' id='answer-id-820299' class='answer   answerof-205144 ' value='820299'   \/><label for='answer-id-820299' id='answer-label-820299' class=' answer'><span>Delete the files in the destination before loading new data.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-205144[]' id='answer-id-820300' class='answer   answerof-205144 ' value='820300'   \/><label for='answer-id-820300' id='answer-label-820300' class=' answer'><span>Filter by the last modified date of the source files.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-205144[]' id='answer-id-820301' class='answer   answerof-205144 ' value='820301'   \/><label for='answer-id-820301' id='answer-label-820301' class=' answer'><span>Delete the source files after they are copied.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-205144[]' id='answer-id-820302' class='answer   answerof-205144 ' value='820302'   \/><label for='answer-id-820302' id='answer-label-820302' class=' answer'><span>Specify a file naming pattern for the destination.<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-73' style=';'><div id='questionWrap-73'  class='   watupro-question-id-205145'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>73. <\/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=650 height=359 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2021\/12\/image089-2.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_73' value='205145' \/><input type='hidden' id='answerType205145' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-205145[]' id='textarea_q_205145' 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-74' style=';'><div id='questionWrap-74'  class='   watupro-question-id-205146'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>74. <\/span>You have an Azure Data Factory instance that contains two pipelines named Pipeline1 and Pipeline2. <br \/>\r<br>Pipeline1 has the activities shown in the following exhibit. <br \/>\r<br><br><img decoding=\"async\" width=636 height=103 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2021\/12\/image091-2.jpg\"><br><br \/>\r<br>Pipeline2 has the activities shown in the following exhibit. <br \/>\r<br><br><img decoding=\"async\" width=613 height=106 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2021\/12\/image092-2.jpg\"><br><br \/>\r<br>You execute Pipeline2, and Stored procedure1 in Pipeline1 fails. <br \/>\r<br>What is the status of the pipeline runs?<\/div><input type='hidden' name='question_id[]' id='qID_74' value='205146' \/><input type='hidden' id='answerType205146' 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-205146[]' id='answer-id-820304' class='answer   answerof-205146 ' value='820304'   \/><label for='answer-id-820304' id='answer-label-820304' class=' answer'><span>Pipeline1 and Pipeline2 succeeded.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205146[]' id='answer-id-820305' class='answer   answerof-205146 ' value='820305'   \/><label for='answer-id-820305' id='answer-label-820305' class=' answer'><span>Pipeline1 and Pipeline2 failed.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205146[]' id='answer-id-820306' class='answer   answerof-205146 ' value='820306'   \/><label for='answer-id-820306' id='answer-label-820306' class=' answer'><span>Pipeline1 succeeded and Pipeline2 failed.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205146[]' id='answer-id-820307' class='answer   answerof-205146 ' value='820307'   \/><label for='answer-id-820307' id='answer-label-820307' class=' answer'><span>Pipeline1 failed and Pipeline2 succeeded.<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-75' style=';'><div id='questionWrap-75'  class='   watupro-question-id-205147'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>75. <\/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_75' value='205147' \/><input type='hidden' id='answerType205147' 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-205147[]' id='answer-id-820308' class='answer   answerof-205147 ' value='820308'   \/><label for='answer-id-820308' id='answer-label-820308' class=' answer'><span>Yes<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205147[]' id='answer-id-820309' class='answer   answerof-205147 ' value='820309'   \/><label for='answer-id-820309' id='answer-label-820309' class=' answer'><span>No<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-76' style=';'><div id='questionWrap-76'  class='   watupro-question-id-205148'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>76. <\/span>HOTSPOT <br \/>\r<br>You have an Azure Data Factory instance named ADF1 and two Azure Synapse Analytics workspaces named WS1 and WS2. <br \/>\r<br>ADF1 contains the following pipelines: <br \/>\r<br>&#10001; P1: Uses a copy activity to copy data from a nonpartitioned table in a dedicated SQL pool of WS1 to an Azure Data Lake Storage Gen2 account <br \/>\r<br>&#10001; P2: Uses a copy activity to copy data from text-delimited files in an Azure Data Lake Storage Gen2 account to a nonpartitioned table in a dedicated SQL pool of WS2 <br \/>\r<br>You need to configure P1 and P2 to maximize parallelism and performance. <br \/>\r<br>Which dataset settings should you configure for the copy activity if each pipeline? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point. <br \/>\r<br><br><img decoding=\"async\" width=624 height=402 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2021\/12\/image094-2.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_76' value='205148' \/><input type='hidden' id='answerType205148' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-205148[]' id='textarea_q_205148' 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-77' style=';'><div id='questionWrap-77'  class='   watupro-question-id-205149'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>77. <\/span>DRAG DROP <br \/>\r<br>You are responsible for providing access to an Azure Data Lake Storage Gen2 account. <br \/>\r<br>Your user account has contributor access to the storage account, and you have the application ID and access key. <br \/>\r<br>You plan to use PolyBase to load data into an enterprise data warehouse in Azure Synapse Analytics. <br \/>\r<br>You need to configure PolyBase to connect the data warehouse to storage account. <br \/>\r<br>Which three components should you create in sequence? To answer, move the appropriate components from the list of components to the answer area and arrange them in the correct order. <br \/>\r<br><br><img decoding=\"async\" width=511 height=301 src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2021\/12\/image096-2.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_77' value='205149' \/><input type='hidden' id='answerType205149' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-205149[]' id='textarea_q_205149' 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-205150'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>78. <\/span>You have an Azure data solution that contains an enterprise data warehouse in Azure Synapse Analytics named DW1. <br \/>\r<br>Several users execute ad hoc queries to DW1 concurrently. <br \/>\r<br>You regularly perform automated data loads to DW1. <br \/>\r<br>You need to ensure that the automated data loads have enough memory available to complete quickly and successfully when the adhoc queries run. <br \/>\r<br>What should you do?<\/div><input type='hidden' name='question_id[]' id='qID_78' value='205150' \/><input type='hidden' id='answerType205150' 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-205150[]' id='answer-id-820312' class='answer   answerof-205150 ' value='820312'   \/><label for='answer-id-820312' id='answer-label-820312' class=' answer'><span>Hash distribute the large fact tables in DW1 before performing the automated data loads.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205150[]' id='answer-id-820313' class='answer   answerof-205150 ' value='820313'   \/><label for='answer-id-820313' id='answer-label-820313' class=' answer'><span>Assign a smaller resource class to the automated data load queries.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205150[]' id='answer-id-820314' class='answer   answerof-205150 ' value='820314'   \/><label for='answer-id-820314' id='answer-label-820314' class=' answer'><span>Assign a larger resource class to the automated data load queries.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205150[]' id='answer-id-820315' class='answer   answerof-205150 ' value='820315'   \/><label for='answer-id-820315' id='answer-label-820315' class=' answer'><span>Create sampled statistics for every column in each table of DW1.<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-79' style=';'><div id='questionWrap-79'  class='   watupro-question-id-205151'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>79. <\/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_79' value='205151' \/><input type='hidden' id='answerType205151' 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-205151[]' id='answer-id-820316' class='answer   answerof-205151 ' value='820316'   \/><label for='answer-id-820316' id='answer-label-820316' class=' answer'><span>Sliding<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205151[]' id='answer-id-820317' class='answer   answerof-205151 ' value='820317'   \/><label for='answer-id-820317' id='answer-label-820317' class=' answer'><span>Session<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205151[]' id='answer-id-820318' class='answer   answerof-205151 ' value='820318'   \/><label for='answer-id-820318' id='answer-label-820318' class=' answer'><span>Tumbling<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205151[]' id='answer-id-820319' class='answer   answerof-205151 ' value='820319'   \/><label for='answer-id-820319' id='answer-label-820319' class=' answer'><span>Hopping<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-80' style=';'><div id='questionWrap-80'  class='   watupro-question-id-205152'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>80. <\/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_80' value='205152' \/><input type='hidden' id='answerType205152' 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-205152[]' id='answer-id-820320' class='answer   answerof-205152 ' value='820320'   \/><label for='answer-id-820320' id='answer-label-820320' class=' answer'><span>row-level security<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205152[]' id='answer-id-820321' class='answer   answerof-205152 ' value='820321'   \/><label for='answer-id-820321' id='answer-label-820321' class=' answer'><span>column-level security<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205152[]' id='answer-id-820322' class='answer   answerof-205152 ' value='820322'   \/><label for='answer-id-820322' id='answer-label-820322' class=' answer'><span>Dynamic data masking<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-205152[]' id='answer-id-820323' class='answer   answerof-205152 ' value='820323'   \/><label for='answer-id-820323' id='answer-label-820323' class=' answer'><span>Transparent Data Encryption (TDD<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div style='display:none' id='question-81'>\n\t<div class='question-content'>\n\t\t<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/plugins\/watupro\/img\/loading.gif\" width=\"16\" height=\"16\" alt=\"Loading...\" title=\"Loading...\" \/>&nbsp;Loading...\t<\/div>\n<\/div>\n\n<br \/>\n\t\n\t\t\t<div class=\"watupro_buttons flex \" id=\"watuPROButtons5973\" >\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\" onclick=\"WatuPRO.submitResult(event)\" id=\"action-button\" value=\"View Results\"  \/>\n\t\t<\/div>\n\t\t<\/div>\n\t\t\n\t<input type=\"hidden\" name=\"quiz_id\" value=\"5973\" id=\"watuPROExamID\"\/>\n\t<input type=\"hidden\" name=\"start_time\" id=\"startTime\" value=\"2026-05-01 09:46:55\" \/>\n\t<input type=\"hidden\" name=\"start_timestamp\" id=\"startTimeStamp\" value=\"1777628815\" \/>\n\t<input type=\"hidden\" 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