{"id":46439,"date":"2022-10-18T01:46:42","date_gmt":"2022-10-18T01:46:42","guid":{"rendered":"https:\/\/www.dumpsbase.com\/freedumps\/?p=46439"},"modified":"2022-10-18T01:46:47","modified_gmt":"2022-10-18T01:46:47","slug":"data-engineering-on-microsoft-azure-dp-203-dumps-updated","status":"publish","type":"post","link":"https:\/\/www.dumpsbase.com\/freedumps\/data-engineering-on-microsoft-azure-dp-203-dumps-updated.html","title":{"rendered":"Data Engineering on Microsoft Azure DP-203 Dumps Updated"},"content":{"rendered":"\n<p>It is a good idea to choose the most updated DP-203 dumps from DumpsBase to make sure you can achieve success in Data Engineering on the Microsoft Azure certification exam. The updated DP-203 dumps contain the accurate and verified questions of the Microsoft DP-203 test. You will get-to-the-point answers to all the Microsoft DP-203 test questions in the DP-203 exam dumps. The Microsoft DP-203 practice dumps will help you to understand the DP-203 Data Engineering on Microsoft Azure Exam in a better way.<\/p>\n<h2>Check DP-203 Free Dumps Demo OF Updated DP-203 Exam Dumps<\/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=\"submittingExam6667\" 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-6667\"><\/div>\n\n<form action=\"\" method=\"post\" class=\"quiz-form\" id=\"quiz-6667\"  enctype=\"multipart\/form-data\" >\n<div class='watu-question ' id='question-1' style=';'><div id='questionWrap-1'  class='   watupro-question-id-237153'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>1. <\/span>Topic 1, Contoso <br \/>\r<br><br \/>\r<br>Case Study <br \/>\r<br>Transactional Date <br \/>\r<br>Contoso has three years of customer, transactional, operation, sourcing, and supplier data comprised of 10 billion records stored across multiple on-premises Microsoft SQL Server servers. The SQL server instances contain data from various operational systems. The data is loaded into the instances by using SQL server integration Services (SSIS) packages. <br \/>\r<br><br \/>\r<br>You estimate that combining all product sales transactions into a company-wide sales transactions dataset will result in a single table that contains 5 billion rows, with one row per transaction. <br \/>\r<br>Most queries targeting the sales transactions data will be used to identify which products were sold in retail stores and which products were sold online during different time period. Sales transaction data that is older than three years will be removed monthly. <br \/>\r<br><br \/>\r<br>You plan to create a retail store table that will contain the address of each retail store. The table will be approximately 2 MB. Queries for retail store sales will include the retail store addresses. <br \/>\r<br>You plan to create a promotional table that will contain a promotion ID. The promotion ID will be associated to a specific product. The product will be identified by a product ID. The table will be approximately 5 GB. <br \/>\r<br><br \/>\r<br>Streaming Twitter Data <br \/>\r<br>The ecommerce department at Contoso develops and Azure logic app that captures trending Twitter feeds referencing the company\u2019s products and pushes the products to Azure Event Hubs. <br \/>\r<br><br \/>\r<br>Planned Changes <br \/>\r<br>Contoso plans to implement the following changes: <br \/>\r<br>* Load the sales transaction dataset to Azure Synapse Analytics. <br \/>\r<br>* Integrate on-premises data stores with Azure Synapse Analytics by using SSIS packages. <br \/>\r<br>* Use Azure Synapse Analytics to analyze Twitter feeds to assess customer sentiments about products. <br \/>\r<br><br \/>\r<br>Sales Transaction Dataset Requirements <br \/>\r<br>Contoso identifies the following requirements for the sales transaction dataset: <br \/>\r<br>&#8226; Partition data that contains sales transaction records. Partitions must be designed to provide efficient loads by month. Boundary values must belong: to the partition on the right. <br \/>\r<br>&#8226; Ensure that queries joining and filtering sales transaction records based on product ID complete as quickly as possible. <br \/>\r<br>&#8226; Implement a surrogate key to account for changes to the retail store addresses. <br \/>\r<br>&#8226; Ensure that data storage costs and performance are predictable. <br \/>\r<br>&#8226; Minimize how long it takes to remove old records. Customer Sentiment Analytics Requirement <br \/>\r<br><br \/>\r<br>Contoso identifies the following requirements for customer sentiment analytics: <br \/>\r<br>&#8226; Allow Contoso users to use PolyBase in an Aure Synapse Analytics dedicated SQL pool to query the content of the data records that host the Twitter feeds. Data must be protected by using row-level security (RLS). The users must be authenticated by using their own AureAD credentials. <br \/>\r<br>&#8226; Maximize the throughput of ingesting Twitter feeds from Event Hubs to Azure Storage <br \/>\r<br>without purchasing additional throughput or capacity units. <br \/>\r<br>&#8226; Store Twitter feeds in Azure Storage by using Event Hubs Capture. The feeds will be converted into Parquet files. <br \/>\r<br>&#8226; Ensure that the data store supports Azure AD-based access control down to the object level. <br \/>\r<br>&#8226; Minimize administrative effort to maintain the Twitter feed data records. <br \/>\r<br>&#8226; Purge Twitter feed data records;itftaitJ are older than two years. <br \/>\r<br><br \/>\r<br>Data Integration Requirements <br \/>\r<br>Contoso identifies the following requirements for data integration: <br \/>\r<br>Use an Azure service that leverages the existing SSIS packages to ingest on-premises data into datasets stored in a dedicated SQL pool of Azure Synaps Analytics and transform the data. <br \/>\r<br>Identify a process to ensure that changes to the ingestion and transformation activities can be version controlled and developed independently by multiple data engineers. <br \/>\r<br><br \/>\r<br>You need to implement the surrogate key for the retail store table. The solution must meet the sales transaction <br \/>\r<br>dataset requirements. <br \/>\r<br>What should you create?<\/div><input type='hidden' name='question_id[]' id='qID_1' value='237153' \/><input type='hidden' id='answerType237153' 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-237153[]' id='answer-id-940893' class='answer   answerof-237153 ' value='940893'   \/><label for='answer-id-940893' id='answer-label-940893' 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-237153[]' id='answer-id-940894' class='answer   answerof-237153 ' value='940894'   \/><label for='answer-id-940894' id='answer-label-940894' class=' answer'><span>a system-versioned temporal table<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237153[]' id='answer-id-940895' class='answer   answerof-237153 ' value='940895'   \/><label for='answer-id-940895' id='answer-label-940895' class=' answer'><span>a user-defined SEQUENCE object<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237153[]' id='answer-id-940896' class='answer   answerof-237153 ' value='940896'   \/><label for='answer-id-940896' id='answer-label-940896' 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-2' style=';'><div id='questionWrap-2'  class='   watupro-question-id-237154'>\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=649 height=178 id=\"\u56fe\u7247 1\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2022\/10\/image001-11.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_2' value='237154' \/><input type='hidden' id='answerType237154' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-237154[]' id='textarea_q_237154' 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-237155'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>3. <\/span>HOTSPOT <br \/>\r<br>You need to design the partitions for the product sales transactions. The solution must meet the sales transaction dataset requirements. <br \/>\r<br>What should you include in the solution? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point. <br \/>\r<br><br><img decoding=\"async\" width=650 height=284 id=\"\u56fe\u7247 3\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2022\/10\/image003-8.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_3' value='237155' \/><input type='hidden' id='answerType237155' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-237155[]' id='textarea_q_237155' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-4' style=';'><div id='questionWrap-4'  class='   watupro-question-id-237156'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>4. <\/span>HOTSPOT <br \/>\r<br>You need to implement an Azure Synapse Analytics database object for storing the sales transactions data. The solution must meet the sales transaction dataset requirements. <br \/>\r<br>What solution must meet the sales transaction dataset requirements. <br \/>\r<br>What should you do? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point. <br \/>\r<br><br><img decoding=\"async\" width=650 height=273 id=\"\u56fe\u7247 5\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2022\/10\/image005-8.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_4' value='237156' \/><input type='hidden' id='answerType237156' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-237156[]' id='textarea_q_237156' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-5' style=';'><div id='questionWrap-5'  class='   watupro-question-id-237157'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>5. <\/span>DRAG DROP <br \/>\r<br>You need to implement versioned changes to the integration pipelines. The solution must meet the data integration requirements. <br \/>\r<br>In which order should you perform the actions? To answer, move all actions from the list of actions to the answer area and arrange them in the correct order. <br \/>\r<br><br><img decoding=\"async\" width=649 height=259 id=\"\u56fe\u7247 7\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2022\/10\/image007-6.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_5' value='237157' \/><input type='hidden' id='answerType237157' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-237157[]' id='textarea_q_237157' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-6' style=';'><div id='questionWrap-6'  class='   watupro-question-id-237158'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>6. <\/span>DRAG DROP <br \/>\r<br>You need to ensure that the Twitter feed data can be analyzed in the dedicated SQL pool. <br \/>\r<br>The solution must meet the customer sentiment analytics requirements. <br \/>\r<br>Which three Transaction-SQL DDL commands should you run in sequence? To answer, move the appropriate commands from the list of commands to the answer area and arrange them in the correct order. NOTE: More than one order of answer choices is correct. You will receive credit for any of the correct orders you select. <br \/>\r<br><br><img decoding=\"async\" width=649 height=163 id=\"\u56fe\u7247 9\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2022\/10\/image009-4.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_6' value='237158' \/><input type='hidden' id='answerType237158' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-237158[]' id='textarea_q_237158' 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-237159'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>7. <\/span>HOTSPOT <br \/>\r<br>You need to design a data storage structure for the product sales transactions. The solution must meet the sales transaction dataset requirements. <br \/>\r<br>What should you include in the solution? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point. <br \/>\r<br><br><img decoding=\"async\" width=649 height=192 id=\"\u56fe\u7247 11\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2022\/10\/image011-3.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_7' value='237159' \/><input type='hidden' id='answerType237159' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-237159[]' id='textarea_q_237159' 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-237160'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>8. <\/span>You need to design a data retention solution for the Twitter feed data records. The solution must meet the customer sentiment analytics requirements. <br \/>\r<br>Which Azure Storage functionality should you include in the solution?<\/div><input type='hidden' name='question_id[]' id='qID_8' value='237160' \/><input type='hidden' id='answerType237160' 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-237160[]' id='answer-id-940903' class='answer   answerof-237160 ' value='940903'   \/><label for='answer-id-940903' id='answer-label-940903' class=' answer'><span>change feed<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237160[]' id='answer-id-940904' class='answer   answerof-237160 ' value='940904'   \/><label for='answer-id-940904' id='answer-label-940904' class=' answer'><span>soft delete<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237160[]' id='answer-id-940905' class='answer   answerof-237160 ' value='940905'   \/><label for='answer-id-940905' id='answer-label-940905' class=' answer'><span>time-based retention<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237160[]' id='answer-id-940906' class='answer   answerof-237160 ' value='940906'   \/><label for='answer-id-940906' id='answer-label-940906' class=' answer'><span>lifecycle management<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-9' style=';'><div id='questionWrap-9'  class='   watupro-question-id-237161'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>9. <\/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_9' value='237161' \/><input type='hidden' id='answerType237161' 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-237161[]' id='answer-id-940907' class='answer   answerof-237161 ' value='940907'   \/><label for='answer-id-940907' id='answer-label-940907' class=' answer'><span>Azure-SSIS integration runtime<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237161[]' id='answer-id-940908' class='answer   answerof-237161 ' value='940908'   \/><label for='answer-id-940908' id='answer-label-940908' class=' answer'><span>self-hosted integration runtime<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237161[]' id='answer-id-940909' class='answer   answerof-237161 ' value='940909'   \/><label for='answer-id-940909' id='answer-label-940909' class=' answer'><span>Azure integration runtime<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-10' style=';'><div id='questionWrap-10'  class='   watupro-question-id-237162'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>10. <\/span>You need to design a data retention solution for the Twitter teed data records. The solution must meet the customer sentiment analytics requirements. <br \/>\r<br>Which Azure Storage functionality should you include in the solution?<\/div><input type='hidden' name='question_id[]' id='qID_10' value='237162' \/><input type='hidden' id='answerType237162' 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-237162[]' id='answer-id-940910' class='answer   answerof-237162 ' value='940910'   \/><label for='answer-id-940910' id='answer-label-940910' class=' answer'><span>time-based retention<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237162[]' id='answer-id-940911' class='answer   answerof-237162 ' value='940911'   \/><label for='answer-id-940911' id='answer-label-940911' class=' answer'><span>change feed<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237162[]' id='answer-id-940912' class='answer   answerof-237162 ' value='940912'   \/><label for='answer-id-940912' id='answer-label-940912' class=' answer'><span>soft delete<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237162[]' id='answer-id-940913' class='answer   answerof-237162 ' value='940913'   \/><label for='answer-id-940913' id='answer-label-940913' class=' answer'><span>Iifecycle management<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-11' style=';'><div id='questionWrap-11'  class='   watupro-question-id-237163'>\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 id=\"\u56fe\u7247 13\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2022\/10\/image013-4.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_11' value='237163' \/><input type='hidden' id='answerType237163' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-237163[]' id='textarea_q_237163' 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-237164'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>12. <\/span>Topic 2, Litware, inc. <br \/>\r<br><br \/>\r<br>Case study <br \/>\r<br>This is a case study. Case studies are not timed separately. You can use as much exam time as you would like to complete each case. However, there may be additional case studies and sections on this exam. You must manage your time to ensure that you are able to complete all questions included on this exam in the time provided. <br \/>\r<br><br \/>\r<br>To answer the questions included in a case study, you will need to reference information that is provided in the case study. Case studies might contain exhibits and other resources that provide more information about the scenario that is described in the case study. Each question is independent of the other questions in this case study. <br \/>\r<br><br \/>\r<br>At the end of this case study, a review screen will appear. This screen allows you to review your answers and to make changes before you move to the next section of the exam. After you begin a new section, you cannot return to this section. <br \/>\r<br><br \/>\r<br>To start the case study <br \/>\r<br>To display the first question in this case study, click the Next button. Use the buttons in the left pane to explore the content of the case study before you answer the questions. Clicking these buttons displays information such as business requirements, existing environment, and problem statements. If the case study has an All Information tab, note that the information displayed is identical to the information displayed on the subsequent tabs. When you are ready to answer a question, click the Question button to return to the question. <br \/>\r<br><br \/>\r<br>Overview <br \/>\r<br>Litware, Inc. owns and operates 300 convenience stores across the US. The company sells a variety of packaged foods and drinks, as well as a variety of prepared foods, such as sandwiches and pizzas. <br \/>\r<br><br \/>\r<br>Litware has a loyalty club whereby members can get daily discounts on specific items by providing their membership number at checkout. <br \/>\r<br><br \/>\r<br>Litware employs business analysts who prefer to analyze data by using Microsoft Power BI, and data scientists who prefer analyzing data in Azure Databricks notebooks. <br \/>\r<br><br \/>\r<br>Requirements <br \/>\r<br>Business Goals <br \/>\r<br>Litware wants to create a new analytics environment in Azure to meet the following requirements: <br \/>\r<br>&#10001; See inventory levels across the stores. Data must be updated as close to real time as possible. <br \/>\r<br>&#10001; Execute ad hoc analytical queries on historical data to identify whether the loyalty club discounts increase sales of the discounted products. <br \/>\r<br>&#10001; Every four hours, notify store employees about how many prepared food items to produce based on historical demand from the sales data. <br \/>\r<br><br \/>\r<br>Technical Requirements <br \/>\r<br>Litware identifies the following technical requirements: <br \/>\r<br>&#10001; Minimize the number of different Azure services needed to achieve the business goals. <br \/>\r<br>&#10001; Use platform as a service (PaaS) offerings whenever possible and avoid having to provision virtual machines that must be managed by Litware. <br \/>\r<br>&#10001; Ensure that the analytical data store is accessible only to the company's on-premises network and Azure services. <br \/>\r<br>&#10001; Use Azure Active Directory (Azure AD) authentication whenever possible. <br \/>\r<br>&#10001; Use the principle of least privilege when designing security. <br \/>\r<br>&#10001; Stage Inventory data in Azure Data Lake Storage Gen2 before loading the data into the analytical data store. Litware wants to remove transient data from Data Lake Storage once the data is no longer in use. Files that have a modified date that is older than 14 days must be removed. <br \/>\r<br>&#10001; Limit the business analysts' access to customer contact information, such as phone numbers, because this type of data is not analytically relevant. <br \/>\r<br>&#10001; Ensure that you can quickly restore a copy of the analytical data store within one hour in the event of corruption or accidental deletion. <br \/>\r<br><br \/>\r<br>Planned Environment <br \/>\r<br>Litware plans to implement the following environment: <br \/>\r<br>&#10001; The application development team will create an Azure event hub to receive real-time sales data, including store number, date, time, product ID, customer loyalty number, price, and discount amount, from the point of sale (POS) system and output the data to data storage in Azure. <br \/>\r<br>&#10001; Customer data, including name, contact information, and loyalty number, comes from Salesforce, a SaaS application, and can be imported into Azure once every eight hours. Row modified dates are not trusted in the source table. <br \/>\r<br>&#10001; Product data, including product ID, name, and category, comes from Salesforce and can be imported into Azure once every eight hours. Row modified dates are not trusted in the source table. <br \/>\r<br>&#10001; Daily inventory data comes from a Microsoft SQL server located on a private network. <br \/>\r<br>&#10001; Litware currently has 5 TB of historical sales data and 100 GB of customer data. The company expects approximately 100 GB of new data per month for the next year. <br \/>\r<br>&#10001; Litware will build a custom application named FoodPrep to provide store employees with the calculation results of how many prepared food items to produce every four hours. <br \/>\r<br>&#10001; Litware does not plan to implement Azure ExpressRoute or a VPN between the on-premises network and Azure. <br \/>\r<br><br \/>\r<br>HOTSPOT <br \/>\r<br>Which Azure Data Factory components should you recommend using together to import the daily inventory data from the SQL server to Azure Data Lake Storage? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point. <br \/>\r<br><br><img decoding=\"async\" width=573 height=421 id=\"\u56fe\u7247 15\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2022\/10\/image015-4.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_12' value='237164' \/><input type='hidden' id='answerType237164' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-237164[]' id='textarea_q_237164' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-13' style=';'><div id='questionWrap-13'  class='   watupro-question-id-237165'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>13. <\/span>What should you do to improve high availability of the real-time data processing solution?<\/div><input type='hidden' name='question_id[]' id='qID_13' value='237165' \/><input type='hidden' id='answerType237165' 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-237165[]' id='answer-id-940916' class='answer   answerof-237165 ' value='940916'   \/><label for='answer-id-940916' id='answer-label-940916' 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-237165[]' id='answer-id-940917' class='answer   answerof-237165 ' value='940917'   \/><label for='answer-id-940917' id='answer-label-940917' class=' answer'><span>Deploy a High Concurrency Databricks cluster.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237165[]' id='answer-id-940918' class='answer   answerof-237165 ' value='940918'   \/><label for='answer-id-940918' id='answer-label-940918' 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-237165[]' id='answer-id-940919' class='answer   answerof-237165 ' value='940919'   \/><label for='answer-id-940919' id='answer-label-940919' class=' answer'><span>Set Data Lake Storage to use geo-redundant storage (GRS).<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-14' style=';'><div id='questionWrap-14'  class='   watupro-question-id-237166'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>14. <\/span>HOTSPOT <br \/>\r<br>You are building an Azure Data Factory solution to process data received from Azure Event Hubs, and then ingested into an Azure Data Lake Storage Gen2 container. <br \/>\r<br>The data will be ingested every five minutes from devices into JSON files. The files have the following naming pattern. <br \/>\r<br>\/{deviceType}\/in\/{YYYY}\/{MM}\/{DD}\/{HH}\/{deviceID}_{YYYY}{MM}{DD}HH}{mm}.json <br \/>\r<br>You need to prepare the data for batch data processing so that there is one dataset per hour per device Type. The solution must minimize read times. <br \/>\r<br>How should you configure the sink for the copy activity? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point. <br \/>\r<br><br><img decoding=\"async\" width=649 height=458 id=\"\u56fe\u7247 17\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2022\/10\/image017-4.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_14' value='237166' \/><input type='hidden' id='answerType237166' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-237166[]' id='textarea_q_237166' 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-237167'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>15. <\/span>You are designing a highly available Azure Data Lake Storage solution that will induce geo-zone-redundant storage (GZRS). <br \/>\r<br>You need to monitor for replication delays that can affect the recovery point objective (RPO). <br \/>\r<br>What should you include m the monitoring solution?<\/div><input type='hidden' name='question_id[]' id='qID_15' value='237167' \/><input type='hidden' id='answerType237167' 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-237167[]' id='answer-id-940921' class='answer   answerof-237167 ' value='940921'   \/><label for='answer-id-940921' id='answer-label-940921' class=' answer'><span>Last Sync Time<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237167[]' id='answer-id-940922' class='answer   answerof-237167 ' value='940922'   \/><label for='answer-id-940922' id='answer-label-940922' class=' answer'><span>Average Success Latency<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237167[]' id='answer-id-940923' class='answer   answerof-237167 ' value='940923'   \/><label for='answer-id-940923' id='answer-label-940923' class=' answer'><span>Error errors<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237167[]' id='answer-id-940924' class='answer   answerof-237167 ' value='940924'   \/><label for='answer-id-940924' id='answer-label-940924' class=' answer'><span>availability<\/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-237168'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>16. <\/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_16' value='237168' \/><input type='hidden' id='answerType237168' 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-237168[]' id='answer-id-940925' class='answer   answerof-237168 ' value='940925'   \/><label for='answer-id-940925' id='answer-label-940925' 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-237168[]' id='answer-id-940926' class='answer   answerof-237168 ' value='940926'   \/><label for='answer-id-940926' id='answer-label-940926' 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-237168[]' id='answer-id-940927' class='answer   answerof-237168 ' value='940927'   \/><label for='answer-id-940927' id='answer-label-940927' 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-237168[]' id='answer-id-940928' class='answer   answerof-237168 ' value='940928'   \/><label for='answer-id-940928' id='answer-label-940928' class=' answer'><span>Azure Monitor<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-17' style=';'><div id='questionWrap-17'  class='   watupro-question-id-237169'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>17. <\/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 id=\"\u56fe\u7247 19\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2022\/10\/image019-4.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_17' value='237169' \/><input type='hidden' id='answerType237169' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-237169[]' id='textarea_q_237169' 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-237170'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>18. <\/span>You have an Azure Data Factory version 2 (V2) resource named Df1. Df1 contains a linked service. <br \/>\r<br>You have an Azure Key vault named vault1 that contains an encryption key named key1. <br \/>\r<br>You need to encrypt Df1 by using key1. <br \/>\r<br>What should you do first?<\/div><input type='hidden' name='question_id[]' id='qID_18' value='237170' \/><input type='hidden' id='answerType237170' 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-237170[]' id='answer-id-940930' class='answer   answerof-237170 ' value='940930'   \/><label for='answer-id-940930' id='answer-label-940930' class=' answer'><span>Add a private endpoint connection to vaul 1.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237170[]' id='answer-id-940931' class='answer   answerof-237170 ' value='940931'   \/><label for='answer-id-940931' id='answer-label-940931' class=' answer'><span>Enable Azure role-based access control on vault 1.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237170[]' id='answer-id-940932' class='answer   answerof-237170 ' value='940932'   \/><label for='answer-id-940932' id='answer-label-940932' class=' answer'><span>Remove the linked service from Df1.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237170[]' id='answer-id-940933' class='answer   answerof-237170 ' value='940933'   \/><label for='answer-id-940933' id='answer-label-940933' class=' answer'><span>Create a self-hosted integration runtime.<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-19' style=';'><div id='questionWrap-19'  class='   watupro-question-id-237171'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>19. <\/span>You have an Azure subscription linked to an Azure Active Directory (Azure AD) tenant that contains a service principal named ServicePrincipal1. The subscription contains an Azure Data Lake Storage account named adls1. Adls1 contains a folder named Folder2 that has a URI of https:\/\/adls1.dfs.core.windows.net\/container1\/Folder1\/Folder2\/. <br \/>\r<br>ServicePrincipal1 has the access control list (ACL) permissions shown in the following table. <br \/>\r<br><br><img decoding=\"async\" width=394 height=122 id=\"\u56fe\u7247 22\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2022\/10\/image022-4.jpg\"><br><br \/>\r<br>You need to ensure that ServicePrincipal1 can perform the following actions: <br \/>\r<br>&#10001; Traverse child items that are created in Folder2. <br \/>\r<br>&#10001; Read files that are created in Folder2. <br \/>\r<br>The solution must use the principle of least privilege. <br \/>\r<br>Which two permissions should you grant to ServicePrincipal1 for Folder2? Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point.<\/div><input type='hidden' name='question_id[]' id='qID_19' value='237171' \/><input type='hidden' id='answerType237171' 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-237171[]' id='answer-id-940934' class='answer   answerof-237171 ' value='940934'   \/><label for='answer-id-940934' id='answer-label-940934' class=' answer'><span>Access - Read<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-237171[]' id='answer-id-940935' class='answer   answerof-237171 ' value='940935'   \/><label for='answer-id-940935' id='answer-label-940935' class=' answer'><span>Access - Write<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-237171[]' id='answer-id-940936' class='answer   answerof-237171 ' value='940936'   \/><label for='answer-id-940936' id='answer-label-940936' class=' answer'><span>Access - Execute<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-237171[]' id='answer-id-940937' class='answer   answerof-237171 ' value='940937'   \/><label for='answer-id-940937' id='answer-label-940937' class=' answer'><span>Default-Read<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-237171[]' id='answer-id-940938' class='answer   answerof-237171 ' value='940938'   \/><label for='answer-id-940938' id='answer-label-940938' class=' answer'><span>Default - Write<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-237171[]' id='answer-id-940939' class='answer   answerof-237171 ' value='940939'   \/><label for='answer-id-940939' id='answer-label-940939' class=' answer'><span>Default - Execute<\/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-237172'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>20. <\/span>HOTSPOT <br \/>\r<br>You have an Azure Synapse Analytics serverless SQL pool, an Azure Synapse Analytics dedicated SQL pool, an Apache Spark pool, and an Azure Data Lake Storage Gen2 account. <br \/>\r<br>You need to create a table in a lake database. The table must be available to both the serverless SQL pool and the Spark pool. <br \/>\r<br>Where should you create the table, and Which file format should you use for data in the table? TO answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point. <br \/>\r<br><br><img decoding=\"async\" width=401 height=156 id=\"\u56fe\u7247 275\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2022\/10\/image023-4.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_20' value='237172' \/><input type='hidden' id='answerType237172' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-237172[]' id='textarea_q_237172' 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-21' style=';'><div id='questionWrap-21'  class='   watupro-question-id-237173'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>21. <\/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_21' value='237173' \/><input type='hidden' id='answerType237173' 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-237173[]' id='answer-id-940941' class='answer   answerof-237173 ' value='940941'   \/><label for='answer-id-940941' id='answer-label-940941' class=' answer'><span>1 million<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237173[]' id='answer-id-940942' class='answer   answerof-237173 ' value='940942'   \/><label for='answer-id-940942' id='answer-label-940942' class=' answer'><span>5 million<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237173[]' id='answer-id-940943' class='answer   answerof-237173 ' value='940943'   \/><label for='answer-id-940943' id='answer-label-940943' class=' answer'><span>20 million<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237173[]' id='answer-id-940944' class='answer   answerof-237173 ' value='940944'   \/><label for='answer-id-940944' id='answer-label-940944' class=' answer'><span>60 million<\/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-237174'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>22. <\/span>HOTSPOT <br \/>\r<br>You have the following Azure Stream Analytics query. <br \/>\r<br><br><img decoding=\"async\" width=225 height=355 id=\"\u56fe\u7247 25\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2022\/10\/image025-3.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 id=\"\u56fe\u7247 26\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2022\/10\/image026-3.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_22' value='237174' \/><input type='hidden' id='answerType237174' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-237174[]' id='textarea_q_237174' 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-237175'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>23. <\/span>You have a partitioned table in an Azure Synapse Analytics dedicated SQL pool. <br \/>\r<br>You need to design queries to maximize the benefits of partition elimination. <br \/>\r<br>What should you include in the Transact-SQL queries?<\/div><input type='hidden' name='question_id[]' id='qID_23' value='237175' \/><input type='hidden' id='answerType237175' 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-237175[]' id='answer-id-940946' class='answer   answerof-237175 ' value='940946'   \/><label for='answer-id-940946' id='answer-label-940946' class=' answer'><span>JOIN<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237175[]' id='answer-id-940947' class='answer   answerof-237175 ' value='940947'   \/><label for='answer-id-940947' id='answer-label-940947' class=' answer'><span>WHERE<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237175[]' id='answer-id-940948' class='answer   answerof-237175 ' value='940948'   \/><label for='answer-id-940948' id='answer-label-940948' class=' answer'><span>DISTINCT<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237175[]' id='answer-id-940949' class='answer   answerof-237175 ' value='940949'   \/><label for='answer-id-940949' id='answer-label-940949' class=' answer'><span>GROUP BY<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-24' style=';'><div id='questionWrap-24'  class='   watupro-question-id-237176'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>24. <\/span>DRAG DROP <br \/>\r<br>You have an Azure Active Directory (Azure AD) tenant that contains a security group named Group1. You have an Azure Synapse Analytics dedicated SQL pool named dw1 that contains a schema named schema1. <br \/>\r<br>You need to grant Group1 read-only permissions to all the tables and views in schema1. <br \/>\r<br>The solution must use the principle of least privilege. <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: More than one order of answer choices is correct. You will receive credit for any of the correct orders you select. <br \/>\r<br><br><img decoding=\"async\" width=649 height=233 id=\"\u56fe\u7247 28\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2022\/10\/image028-3.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_24' value='237176' \/><input type='hidden' id='answerType237176' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-237176[]' id='textarea_q_237176' 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-25' style=';'><div id='questionWrap-25'  class='   watupro-question-id-237177'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>25. <\/span>You have an activity in an Azure Data Factory pipeline. The activity calls a stored procedure in a data warehouse in Azure Synapse Analytics and runs daily. <br \/>\r<br>You need to verify the duration of the activity when it ran last. <br \/>\r<br>What should you use?<\/div><input type='hidden' name='question_id[]' id='qID_25' value='237177' \/><input type='hidden' id='answerType237177' 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-237177[]' id='answer-id-940951' class='answer   answerof-237177 ' value='940951'   \/><label for='answer-id-940951' id='answer-label-940951' class=' answer'><span>activity runs in Azure Monitor<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237177[]' id='answer-id-940952' class='answer   answerof-237177 ' value='940952'   \/><label for='answer-id-940952' id='answer-label-940952' class=' answer'><span>Activity log in Azure Synapse Analytics<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237177[]' id='answer-id-940953' class='answer   answerof-237177 ' value='940953'   \/><label for='answer-id-940953' id='answer-label-940953' class=' answer'><span>the sys.dm_pdw_wait_stats data management view in Azure Synapse Analytics<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237177[]' id='answer-id-940954' class='answer   answerof-237177 ' value='940954'   \/><label for='answer-id-940954' id='answer-label-940954' class=' answer'><span>an Azure Resource Manager template<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-26' style=';'><div id='questionWrap-26'  class='   watupro-question-id-237178'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>26. <\/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_26' value='237178' \/><input type='hidden' id='answerType237178' 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-237178[]' id='answer-id-940955' class='answer   answerof-237178 ' value='940955'   \/><label for='answer-id-940955' id='answer-label-940955' 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-237178[]' id='answer-id-940956' class='answer   answerof-237178 ' value='940956'   \/><label for='answer-id-940956' id='answer-label-940956' 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-237178[]' id='answer-id-940957' class='answer   answerof-237178 ' value='940957'   \/><label for='answer-id-940957' id='answer-label-940957' 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-237178[]' id='answer-id-940958' class='answer   answerof-237178 ' value='940958'   \/><label for='answer-id-940958' id='answer-label-940958' 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-27' style=';'><div id='questionWrap-27'  class='   watupro-question-id-237179'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>27. <\/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_27' value='237179' \/><input type='hidden' id='answerType237179' 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-237179[]' id='answer-id-940959' class='answer   answerof-237179 ' value='940959'   \/><label for='answer-id-940959' id='answer-label-940959' class=' answer'><span>a five-minute Session window<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237179[]' id='answer-id-940960' class='answer   answerof-237179 ' value='940960'   \/><label for='answer-id-940960' id='answer-label-940960' class=' answer'><span>a five-minute Sliding window<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237179[]' id='answer-id-940961' class='answer   answerof-237179 ' value='940961'   \/><label for='answer-id-940961' id='answer-label-940961' class=' answer'><span>a five-minute Tumbling window<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237179[]' id='answer-id-940962' class='answer   answerof-237179 ' value='940962'   \/><label for='answer-id-940962' id='answer-label-940962' 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-28' style=';'><div id='questionWrap-28'  class='   watupro-question-id-237180'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>28. <\/span>HOTSPOT <br \/>\r<br>You have two Azure Storage accounts named Storage1 and Storage2. Each account holds one container and has the hierarchical namespace enabled. The system has files that contain data stored in the Apache Parquet format. <br \/>\r<br>You need to copy folders and files from Storage1 to Storage2 by using a Data Factory copy activity. <br \/>\r<br>The solution must meet the following requirements: <br \/>\r<br>&#10001; No transformations must be performed. <br \/>\r<br>&#10001; The original folder structure must be retained. <br \/>\r<br>&#10001; Minimize time required to perform the copy activity. <br \/>\r<br>How should you configure the copy activity? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point. <br \/>\r<br><br><img decoding=\"async\" width=457 height=228 id=\"\u56fe\u7247 30\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2022\/10\/image030-3.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_28' value='237180' \/><input type='hidden' id='answerType237180' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-237180[]' id='textarea_q_237180' 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-237181'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>29. <\/span>You are designing an Azure Synapse solution that will provide a query interface for the data stored in an Azure Storage account. The storage account is only accessible from a virtual network. <br \/>\r<br>You need to recommend an authentication mechanism to ensure that the solution can access the source data. <br \/>\r<br>What should you recommend?<\/div><input type='hidden' name='question_id[]' id='qID_29' value='237181' \/><input type='hidden' id='answerType237181' 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-237181[]' id='answer-id-940964' class='answer   answerof-237181 ' value='940964'   \/><label for='answer-id-940964' id='answer-label-940964' class=' answer'><span>a managed identity<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237181[]' id='answer-id-940965' class='answer   answerof-237181 ' value='940965'   \/><label for='answer-id-940965' id='answer-label-940965' class=' answer'><span>anonymous public read access<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237181[]' id='answer-id-940966' class='answer   answerof-237181 ' value='940966'   \/><label for='answer-id-940966' id='answer-label-940966' class=' answer'><span>a shared key<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-30' style=';'><div id='questionWrap-30'  class='   watupro-question-id-237182'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>30. <\/span>DRAG DROP <br \/>\r<br>You have the following table named Employees. <br \/>\r<br><br><img decoding=\"async\" width=501 height=82 id=\"\u56fe\u7247 32\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2022\/10\/image032-2.jpg\"><br><br \/>\r<br>You need to calculate the employee_type value based on the hire_date value. <br \/>\r<br>How should you complete the Transact-SQL statement? To answer, drag the appropriate values to the correct targets. Each value may be used once, more than once, or not at all. You may need to drag the split bar between panes or scroll to view content. NOTE: Each correct selection is worth one point. <br \/>\r<br><br><img decoding=\"async\" width=622 height=288 id=\"\u56fe\u7247 33\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2022\/10\/image033-2.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_30' value='237182' \/><input type='hidden' id='answerType237182' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-237182[]' id='textarea_q_237182' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-31' style=';'><div id='questionWrap-31'  class='   watupro-question-id-237183'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>31. <\/span>STION NO: 140 <br \/>\r<br>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_31' value='237183' \/><input type='hidden' id='answerType237183' 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-237183[]' id='answer-id-940968' class='answer   answerof-237183 ' value='940968'   \/><label for='answer-id-940968' id='answer-label-940968' class=' answer'><span>Advanced Data Security for this database<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237183[]' id='answer-id-940969' class='answer   answerof-237183 ' value='940969'   \/><label for='answer-id-940969' id='answer-label-940969' class=' answer'><span>Transparent Data Encryption (TDE)<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237183[]' id='answer-id-940970' class='answer   answerof-237183 ' value='940970'   \/><label for='answer-id-940970' id='answer-label-940970' class=' answer'><span>Secure transfer required<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237183[]' id='answer-id-940971' class='answer   answerof-237183 ' value='940971'   \/><label for='answer-id-940971' id='answer-label-940971' class=' answer'><span>Dynamic Data Masking<\/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-237184'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>32. <\/span>A company uses Azure Stream Analytics to monitor devices. <br \/>\r<br>The company plans to double the number of devices that are monitored. <br \/>\r<br>You need to monitor a Stream Analytics job to ensure that there are enough processing resources to handle the additional load. <br \/>\r<br>Which metric should you monitor?<\/div><input type='hidden' name='question_id[]' id='qID_32' value='237184' \/><input type='hidden' id='answerType237184' 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-237184[]' id='answer-id-940972' class='answer   answerof-237184 ' value='940972'   \/><label for='answer-id-940972' id='answer-label-940972' class=' answer'><span>Early Input Events<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237184[]' id='answer-id-940973' class='answer   answerof-237184 ' value='940973'   \/><label for='answer-id-940973' id='answer-label-940973' class=' answer'><span>Late Input Events<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237184[]' id='answer-id-940974' class='answer   answerof-237184 ' value='940974'   \/><label for='answer-id-940974' id='answer-label-940974' class=' answer'><span>Watermark delay<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237184[]' id='answer-id-940975' class='answer   answerof-237184 ' value='940975'   \/><label for='answer-id-940975' id='answer-label-940975' class=' answer'><span>Input Deserialization Errors<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-33' style=';'><div id='questionWrap-33'  class='   watupro-question-id-237185'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>33. <\/span>You are designing a highly available Azure Data Lake Storage solution that will include geo-zone-redundant storage (GZRS). <br \/>\r<br>You need to monitor for replication delays that can affect the recovery point objective (RPO). <br \/>\r<br>What should you include in the monitoring solution?<\/div><input type='hidden' name='question_id[]' id='qID_33' value='237185' \/><input type='hidden' id='answerType237185' 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-237185[]' id='answer-id-940976' class='answer   answerof-237185 ' value='940976'   \/><label for='answer-id-940976' id='answer-label-940976' class=' answer'><span>availability<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237185[]' id='answer-id-940977' class='answer   answerof-237185 ' value='940977'   \/><label for='answer-id-940977' id='answer-label-940977' class=' answer'><span>Average Success E2E Latency<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237185[]' id='answer-id-940978' class='answer   answerof-237185 ' value='940978'   \/><label for='answer-id-940978' id='answer-label-940978' class=' answer'><span>5xx: Server Error errors<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237185[]' id='answer-id-940979' class='answer   answerof-237185 ' value='940979'   \/><label for='answer-id-940979' id='answer-label-940979' class=' answer'><span>Last Sync Time<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-34' style=';'><div id='questionWrap-34'  class='   watupro-question-id-237186'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>34. <\/span>You are designing a slowly changing dimension (SCD) for supplier data in an Azure Synapse Analytics dedicated SQL pool. <br \/>\r<br>You plan to keep a record of changes to the available fields. <br \/>\r<br>The supplier data contains the following columns. <br \/>\r<br><br><img decoding=\"async\" width=650 height=353 id=\"\u56fe\u7247 35\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2022\/10\/image035-2.jpg\"><br><br \/>\r<br>Which three additional columns should you add to the data to create a Type 2 SCD? Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point.<\/div><input type='hidden' name='question_id[]' id='qID_34' value='237186' \/><input type='hidden' id='answerType237186' 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-237186[]' id='answer-id-940980' class='answer   answerof-237186 ' value='940980'   \/><label for='answer-id-940980' id='answer-label-940980' class=' answer'><span>surrogate primary key<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-237186[]' id='answer-id-940981' class='answer   answerof-237186 ' value='940981'   \/><label for='answer-id-940981' id='answer-label-940981' class=' answer'><span>foreign key<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-237186[]' id='answer-id-940982' class='answer   answerof-237186 ' value='940982'   \/><label for='answer-id-940982' id='answer-label-940982' class=' answer'><span>effective start date<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-237186[]' id='answer-id-940983' class='answer   answerof-237186 ' value='940983'   \/><label for='answer-id-940983' id='answer-label-940983' class=' answer'><span>effective end date<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-237186[]' id='answer-id-940984' class='answer   answerof-237186 ' value='940984'   \/><label for='answer-id-940984' id='answer-label-940984' class=' answer'><span>last modified date<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-237186[]' id='answer-id-940985' class='answer   answerof-237186 ' value='940985'   \/><label for='answer-id-940985' id='answer-label-940985' class=' answer'><span>business key<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-35' style=';'><div id='questionWrap-35'  class='   watupro-question-id-237187'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>35. <\/span>You manage an enterprise data warehouse in Azure Synapse Analytics. <br \/>\r<br>Users report slow performance when they run commonly used queries. Users do not report performance changes for infrequently used queries. <br \/>\r<br>You need to monitor resource utilization to determine the source of the performance issues. <br \/>\r<br>Which metric should you monitor?<\/div><input type='hidden' name='question_id[]' id='qID_35' value='237187' \/><input type='hidden' id='answerType237187' 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-237187[]' id='answer-id-940986' class='answer   answerof-237187 ' value='940986'   \/><label for='answer-id-940986' id='answer-label-940986' class=' answer'><span>Data IO percentage<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237187[]' id='answer-id-940987' class='answer   answerof-237187 ' value='940987'   \/><label for='answer-id-940987' id='answer-label-940987' class=' answer'><span>Local tempdb percentage<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237187[]' id='answer-id-940988' class='answer   answerof-237187 ' value='940988'   \/><label for='answer-id-940988' id='answer-label-940988' class=' answer'><span>Cache used percentage<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237187[]' id='answer-id-940989' class='answer   answerof-237187 ' value='940989'   \/><label for='answer-id-940989' id='answer-label-940989' class=' answer'><span>DWU percentage<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-36' style=';'><div id='questionWrap-36'  class='   watupro-question-id-237188'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>36. <\/span>HOTSPOT <br \/>\r<br>You are designing an Azure Stream Analytics solution that receives instant messaging data from an Azure Event Hub. <br \/>\r<br>You need to ensure that the output from the Stream Analytics job counts the number of messages per time zone every 15 seconds. <br \/>\r<br>How should you complete the Stream Analytics query? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point. <br \/>\r<br><br><img decoding=\"async\" width=649 height=270 id=\"\u56fe\u7247 36\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2022\/10\/image036-2.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_36' value='237188' \/><input type='hidden' id='answerType237188' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-237188[]' id='textarea_q_237188' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-37' style=';'><div id='questionWrap-37'  class='   watupro-question-id-237189'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>37. <\/span>You have an Azure Synapse Analytics job that uses Scala. <br \/>\r<br>You need to view the status of the job. <br \/>\r<br>What should you do?<\/div><input type='hidden' name='question_id[]' id='qID_37' value='237189' \/><input type='hidden' id='answerType237189' 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-237189[]' id='answer-id-940991' class='answer   answerof-237189 ' value='940991'   \/><label for='answer-id-940991' id='answer-label-940991' class=' answer'><span>From Azure Monitor, run a Kusto query against the AzureDiagnostics table.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237189[]' id='answer-id-940992' class='answer   answerof-237189 ' value='940992'   \/><label for='answer-id-940992' id='answer-label-940992' class=' answer'><span>From Azure Monitor, run a Kusto query against the SparkLogying1 Event.CL table.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237189[]' id='answer-id-940993' class='answer   answerof-237189 ' value='940993'   \/><label for='answer-id-940993' id='answer-label-940993' class=' answer'><span>From Synapse Studio, select the workspace. From Monitor, select Apache Sparks applications.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237189[]' id='answer-id-940994' class='answer   answerof-237189 ' value='940994'   \/><label for='answer-id-940994' id='answer-label-940994' class=' answer'><span>From Synapse Studio, select the workspace. From Monitor, select SQL requests.<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-38' style=';'><div id='questionWrap-38'  class='   watupro-question-id-237190'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>38. <\/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? <br \/>\r<br>A) <br \/>\r<br><br><img decoding=\"async\" width=201 height=14 id=\"\u56fe\u7247 285\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2022\/10\/image039-2.jpg\"><br><br \/>\r<br>B) <br \/>\r<br><br><img decoding=\"async\" width=288 height=14 id=\"\u56fe\u7247 287\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2022\/10\/image040-2.jpg\"><br><br \/>\r<br>C) <br \/>\r<br><br><img decoding=\"async\" width=213 height=15 id=\"\u56fe\u7247 289\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2022\/10\/image041-1.jpg\"><br><br \/>\r<br>D) <br \/>\r<br><br><img decoding=\"async\" width=270 height=14 id=\"\u56fe\u7247 291\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2022\/10\/image042-1.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_38' value='237190' \/><input type='hidden' id='answerType237190' 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-237190[]' id='answer-id-940995' class='answer   answerof-237190 ' value='940995'   \/><label for='answer-id-940995' id='answer-label-940995' class=' answer'><span>Option<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237190[]' id='answer-id-940996' class='answer   answerof-237190 ' value='940996'   \/><label for='answer-id-940996' id='answer-label-940996' class=' answer'><span>Option<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237190[]' id='answer-id-940997' class='answer   answerof-237190 ' value='940997'   \/><label for='answer-id-940997' id='answer-label-940997' class=' answer'><span>Option<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237190[]' id='answer-id-940998' class='answer   answerof-237190 ' value='940998'   \/><label for='answer-id-940998' id='answer-label-940998' class=' answer'><span>Option<\/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-237191'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>39. <\/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_39' value='237191' \/><input type='hidden' id='answerType237191' 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-237191[]' id='answer-id-940999' class='answer   answerof-237191 ' value='940999'   \/><label for='answer-id-940999' id='answer-label-940999' class=' answer'><span>notebook logs<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237191[]' id='answer-id-941000' class='answer   answerof-237191 ' value='941000'   \/><label for='answer-id-941000' id='answer-label-941000' class=' answer'><span>cluster event logs<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237191[]' id='answer-id-941001' class='answer   answerof-237191 ' value='941001'   \/><label for='answer-id-941001' id='answer-label-941001' class=' answer'><span>global init scripts logs<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237191[]' id='answer-id-941002' class='answer   answerof-237191 ' value='941002'   \/><label for='answer-id-941002' id='answer-label-941002' class=' answer'><span>workspace logs<\/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-237192'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>40. <\/span>You have a table in an Azure Synapse Analytics dedicated SQL pool. <br \/>\r<br>The table was created by using the following Transact-SQL statement. <br \/>\r<br><br><img decoding=\"async\" width=579 height=280 id=\"\u56fe\u7247 43\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2022\/10\/image043-1.jpg\"><br><br \/>\r<br>You need to alter the table to meet the following requirements: <br \/>\r<br>&#10001; Ensure that users can identify the current manager of employees. <br \/>\r<br>&#10001; Support creating an employee reporting hierarchy for your entire company. <br \/>\r<br>&#10001; Provide fast lookup of the managers\u2019 attributes such as name and job title. <br \/>\r<br>Which column should you add to the table?<\/div><input type='hidden' name='question_id[]' id='qID_40' value='237192' \/><input type='hidden' id='answerType237192' 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-237192[]' id='answer-id-941003' class='answer   answerof-237192 ' value='941003'   \/><label for='answer-id-941003' id='answer-label-941003' class=' answer'><span>[ManagerEmployeeID] [int] NULL<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237192[]' id='answer-id-941004' class='answer   answerof-237192 ' value='941004'   \/><label for='answer-id-941004' id='answer-label-941004' class=' answer'><span>[ManagerEmployeeID] [smallint] NULL<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237192[]' id='answer-id-941005' class='answer   answerof-237192 ' value='941005'   \/><label for='answer-id-941005' id='answer-label-941005' class=' answer'><span>[ManagerEmployeeKey] [int] NULL<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237192[]' id='answer-id-941006' class='answer   answerof-237192 ' value='941006'   \/><label for='answer-id-941006' id='answer-label-941006' class=' answer'><span>[ManagerName] [varchar](200) NULL<\/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-237193'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>41. <\/span>HOTSPOT <br \/>\r<br>You need to implement an Azure Databricks cluster that automatically connects to Azure Data Lake Storage Gen2 by using Azure Active Directory (Azure AD) integration. <br \/>\r<br>How should you configure the new cluster? 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=207 id=\"\u56fe\u7247 44\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2022\/10\/image044-1.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_41' value='237193' \/><input type='hidden' id='answerType237193' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-237193[]' id='textarea_q_237193' 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-42' style=';'><div id='questionWrap-42'  class='   watupro-question-id-237194'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>42. <\/span>You have an Azure Databricks workspace and an Azure Data Lake Storage Gen2 account named storage! <br \/>\r<br>New files are uploaded daily to storage1. <br \/>\r<br>&#8226; Incrementally process new files as they are upkorage1 as a structured streaming source. The solution must meet the following requirements: <br \/>\r<br>&#8226; Minimize implementation and maintenance effort. <br \/>\r<br>&#8226; Minimize the cost of processing millions of files. <br \/>\r<br>&#8226; Support schema inference and schema drift. <br \/>\r<br>Which should you include in the recommendation?<\/div><input type='hidden' name='question_id[]' id='qID_42' value='237194' \/><input type='hidden' id='answerType237194' 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-237194[]' id='answer-id-941008' class='answer   answerof-237194 ' value='941008'   \/><label for='answer-id-941008' id='answer-label-941008' class=' answer'><span>Auto Loader<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237194[]' id='answer-id-941009' class='answer   answerof-237194 ' value='941009'   \/><label for='answer-id-941009' id='answer-label-941009' class=' answer'><span>Apache Spark FileStreamSource<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237194[]' id='answer-id-941010' class='answer   answerof-237194 ' value='941010'   \/><label for='answer-id-941010' id='answer-label-941010' class=' answer'><span>COPY INTO<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237194[]' id='answer-id-941011' class='answer   answerof-237194 ' value='941011'   \/><label for='answer-id-941011' id='answer-label-941011' class=' answer'><span>Azure Data Factory<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-43' style=';'><div id='questionWrap-43'  class='   watupro-question-id-237195'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>43. <\/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 id=\"\u56fe\u7247 46\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2022\/10\/image046-1.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_43' value='237195' \/><input type='hidden' id='answerType237195' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-237195[]' id='textarea_q_237195' 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-44' style=';'><div id='questionWrap-44'  class='   watupro-question-id-237196'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>44. <\/span>You need to trigger an Azure Data Factory pipeline when a file arrives in an Azure Data Lake Storage Gen2 container. <br \/>\r<br>Which resource provider should you enable?<\/div><input type='hidden' name='question_id[]' id='qID_44' value='237196' \/><input type='hidden' id='answerType237196' 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-237196[]' id='answer-id-941013' class='answer   answerof-237196 ' value='941013'   \/><label for='answer-id-941013' id='answer-label-941013' class=' answer'><span>Microsoft.Sql<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237196[]' id='answer-id-941014' class='answer   answerof-237196 ' value='941014'   \/><label for='answer-id-941014' id='answer-label-941014' class=' answer'><span>Microsoft-Automation<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237196[]' id='answer-id-941015' class='answer   answerof-237196 ' value='941015'   \/><label for='answer-id-941015' id='answer-label-941015' class=' answer'><span>Microsoft.EventGrid<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237196[]' id='answer-id-941016' class='answer   answerof-237196 ' value='941016'   \/><label for='answer-id-941016' id='answer-label-941016' class=' answer'><span>Microsoft.EventHub<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-45' style=';'><div id='questionWrap-45'  class='   watupro-question-id-237197'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>45. <\/span>You have an Azure Factory instance named DF1 that contains a pipeline named PL1.PL1 includes a tumbling window trigger. <br \/>\r<br>You create five clones of PL1. You configure each clone pipeline to use a different data source. <br \/>\r<br>You need to ensure that the execution schedules of the clone pipeline match the execution schedule of PL1. <br \/>\r<br>What should you do?<\/div><input type='hidden' name='question_id[]' id='qID_45' value='237197' \/><input type='hidden' id='answerType237197' 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-237197[]' id='answer-id-941017' class='answer   answerof-237197 ' value='941017'   \/><label for='answer-id-941017' id='answer-label-941017' class=' answer'><span>Add a new trigger to each cloned pipeline<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237197[]' id='answer-id-941018' class='answer   answerof-237197 ' value='941018'   \/><label for='answer-id-941018' id='answer-label-941018' class=' answer'><span>Associate each cloned pipeline to an existing trigger.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237197[]' id='answer-id-941019' class='answer   answerof-237197 ' value='941019'   \/><label for='answer-id-941019' id='answer-label-941019' class=' answer'><span>Create a tumbling window trigger dependency for the trigger of PL1.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237197[]' id='answer-id-941020' class='answer   answerof-237197 ' value='941020'   \/><label for='answer-id-941020' id='answer-label-941020' class=' answer'><span>Modify the Concurrency setting of each pipeline.<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-46' style=';'><div id='questionWrap-46'  class='   watupro-question-id-237198'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>46. <\/span>HOTSPOT <br \/>\r<br>You are building a database in an Azure Synapse Analytics serverless SQL pool. <br \/>\r<br>You have data stored in Parquet files in an Azure Data Lake Storage Gen2 container. <br \/>\r<br>Records are structured as shown in the following sample. <br \/>\r<br>{ <br \/>\r<br>&quot;id&quot;: 123, <br \/>\r<br>&quot;address_housenumber&quot;: &quot;19c&quot;, <br \/>\r<br>&quot;address_line&quot;: &quot;Memory Lane&quot;, <br \/>\r<br>&quot;applicant1_name&quot;: &quot;Jane&quot;, <br \/>\r<br>&quot;applicant2_name&quot;: &quot;Dev&quot; <br \/>\r<br>} <br \/>\r<br>The records contain two applicants at most. <br \/>\r<br>You need to build a table that includes only the address fields. <br \/>\r<br>How should you complete the Transact-SQL statement? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point. <br \/>\r<br><br><img decoding=\"async\" width=649 height=298 id=\"\u56fe\u7247 48\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2022\/10\/image048-1.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_46' value='237198' \/><input type='hidden' id='answerType237198' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-237198[]' id='textarea_q_237198' 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-237199'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>47. <\/span>DRAG DROP <br \/>\r<br>You have an Azure data factory. <br \/>\r<br>You need to ensure that pipeline-run data is retained for 120 days. The solution must ensure that you can query the data by using the Kusto query language. <br \/>\r<br>Which four 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: More than one order of answer choices is correct. You will receive credit for any of the correct orders you select. <br \/>\r<br><br><img decoding=\"async\" width=649 height=465 id=\"\u56fe\u7247 50\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2022\/10\/image050-1.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_47' value='237199' \/><input type='hidden' id='answerType237199' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-237199[]' id='textarea_q_237199' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-48' style=';'><div id='questionWrap-48'  class='   watupro-question-id-237200'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>48. <\/span>HOTSPOT <br \/>\r<br>You need to implement an Azure Databricks cluster that automatically connects to Azure Data lake Storage Gen2 by using Azure Active Directory (Azure AD) integration. <br \/>\r<br>How should you configure the new clutter? To answer, select the appropriate options in the answers area. NOTE: Each correct selection is worth one point. <br \/>\r<br><br><img decoding=\"async\" width=507 height=115 id=\"\u56fe\u7247 52\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2022\/10\/image052-1.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_48' value='237200' \/><input type='hidden' id='answerType237200' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-237200[]' id='textarea_q_237200' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-49' style=';'><div id='questionWrap-49'  class='   watupro-question-id-237201'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>49. <\/span>HOTSPOT <br \/>\r<br>You are designing an application that will store petabytes of medical imaging data <br \/>\r<br>When the data is first created, the data will be accessed frequently during the first week. After one month, the data must be accessible within 30 seconds, but files will be accessed infrequently. After one year, the data will be accessed infrequently but must be accessible within five minutes. <br \/>\r<br>You need to select a storage strategy for the data. The solution must minimize costs. <br \/>\r<br>Which storage tier should you use for each time frame? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point. <br \/>\r<br><br><img decoding=\"async\" width=361 height=338 id=\"\u56fe\u7247 54\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2022\/10\/image054-1.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_49' value='237201' \/><input type='hidden' id='answerType237201' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-237201[]' id='textarea_q_237201' 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-237202'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>50. <\/span>You have an Azure Data Lake Storage Gen2 account that contains two folders named Folder and Folder2. <br \/>\r<br>You use Azure Data Factory to copy multiple files from Folder1 to Folder2. <br \/>\r<br><br><img decoding=\"async\" width=454 height=100 id=\"\u56fe\u7247 293\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2022\/10\/image056-1.jpg\"><br><br \/>\r<br>You receive the following error. <br \/>\r<br>What should you do to resolve the error.<\/div><input type='hidden' name='question_id[]' id='qID_50' value='237202' \/><input type='hidden' id='answerType237202' 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-237202[]' id='answer-id-941025' class='answer   answerof-237202 ' value='941025'   \/><label for='answer-id-941025' id='answer-label-941025' class=' answer'><span>Add an explicit mapping.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237202[]' id='answer-id-941026' class='answer   answerof-237202 ' value='941026'   \/><label for='answer-id-941026' id='answer-label-941026' class=' answer'><span>Enable fault tolerance to skip incompatible rows.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237202[]' id='answer-id-941027' class='answer   answerof-237202 ' value='941027'   \/><label for='answer-id-941027' id='answer-label-941027' class=' answer'><span>Lower the degree of copy parallelism<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237202[]' id='answer-id-941028' class='answer   answerof-237202 ' value='941028'   \/><label for='answer-id-941028' id='answer-label-941028' class=' answer'><span>Change the Copy activity setting to Binary Copy<\/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-237203'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>51. <\/span>You have an Azure Synapse Analytics dedicated SQL pool that contains a large fact table. <br \/>\r<br>The table contains 50 columns and 5 billion rows and is a heap. <br \/>\r<br>Most queries against the table aggregate values from approximately 100 million rows and return only two columns. <br \/>\r<br>You discover that the queries against the fact table are very slow. <br \/>\r<br>Which type of index should you add to provide the fastest query times?<\/div><input type='hidden' name='question_id[]' id='qID_51' value='237203' \/><input type='hidden' id='answerType237203' 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-237203[]' id='answer-id-941029' class='answer   answerof-237203 ' value='941029'   \/><label for='answer-id-941029' id='answer-label-941029' class=' answer'><span>nonclustered columnstore<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237203[]' id='answer-id-941030' class='answer   answerof-237203 ' value='941030'   \/><label for='answer-id-941030' id='answer-label-941030' class=' answer'><span>clustered columnstore<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237203[]' id='answer-id-941031' class='answer   answerof-237203 ' value='941031'   \/><label for='answer-id-941031' id='answer-label-941031' class=' answer'><span>nonclustered<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237203[]' id='answer-id-941032' class='answer   answerof-237203 ' value='941032'   \/><label for='answer-id-941032' id='answer-label-941032' class=' answer'><span>clustered<\/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-237204'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>52. <\/span>You have an Azure Data Factory pipeline that is triggered hourly. <br \/>\r<br>The pipeline has had 100% success for the past seven days. <br \/>\r<br>The pipeline execution fails, and two retries that occur 15 minutes apart also fail. <br \/>\r<br>The third failure returns the following error. <br \/>\r<br><br><img decoding=\"async\" width=649 height=64 id=\"\u56fe\u7247 57\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2022\/10\/image057-1.jpg\"><br><br \/>\r<br>What is a possible cause of the error?<\/div><input type='hidden' name='question_id[]' id='qID_52' value='237204' \/><input type='hidden' id='answerType237204' 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-237204[]' id='answer-id-941033' class='answer   answerof-237204 ' value='941033'   \/><label for='answer-id-941033' id='answer-label-941033' class=' answer'><span>The parameter used to generate year=2021\/month=01\/day=10\/hour=06 was incorrect.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237204[]' id='answer-id-941034' class='answer   answerof-237204 ' value='941034'   \/><label for='answer-id-941034' id='answer-label-941034' class=' answer'><span>From 06:00 to 07:00 on January 10, 2021, there was no data in wwi\/BIKES\/CARBO<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237204[]' id='answer-id-941035' class='answer   answerof-237204 ' value='941035'   \/><label for='answer-id-941035' id='answer-label-941035' class=' answer'><span>From 06:00 to 07:00 on January 10, 2021, the file format of data in wwi\/BIKES\/CARBON was incorrect.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237204[]' id='answer-id-941036' class='answer   answerof-237204 ' value='941036'   \/><label for='answer-id-941036' id='answer-label-941036' class=' answer'><span>The pipeline was triggered too early.<\/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-237205'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>53. <\/span>You are designing an Azure Databricks interactive cluster. The cluster will be used infrequently and will be configured for auto-termination. <br \/>\r<br>You need to ensure that the cluster configuration is retained indefinitely after the cluster is terminated. The solution must minimize costs. <br \/>\r<br>What should you do?<\/div><input type='hidden' name='question_id[]' id='qID_53' value='237205' \/><input type='hidden' id='answerType237205' 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-237205[]' id='answer-id-941037' class='answer   answerof-237205 ' value='941037'   \/><label for='answer-id-941037' id='answer-label-941037' class=' answer'><span>Clone the cluster after it is terminated.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237205[]' id='answer-id-941038' class='answer   answerof-237205 ' value='941038'   \/><label for='answer-id-941038' id='answer-label-941038' class=' answer'><span>Terminate the cluster manually when processing completes.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237205[]' id='answer-id-941039' class='answer   answerof-237205 ' value='941039'   \/><label for='answer-id-941039' id='answer-label-941039' class=' answer'><span>Create an Azure runbook that starts the cluster every 90 days.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237205[]' id='answer-id-941040' class='answer   answerof-237205 ' value='941040'   \/><label for='answer-id-941040' id='answer-label-941040' class=' answer'><span>Pin the cluster.<\/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-237206'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>54. <\/span>You have an enterprise data warehouse in Azure Synapse Analytics named DW1 on a server named Server1. <br \/>\r<br>You need to verify whether the size of the transaction log file for each distribution of DW1 is smaller than 160 GB. <br \/>\r<br>What should you do?<\/div><input type='hidden' name='question_id[]' id='qID_54' value='237206' \/><input type='hidden' id='answerType237206' 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-237206[]' id='answer-id-941041' class='answer   answerof-237206 ' value='941041'   \/><label for='answer-id-941041' id='answer-label-941041' class=' answer'><span>On the master database, execute a query against the sys.dm_pdw_nodes_os_performance_counters dynamic management view.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237206[]' id='answer-id-941042' class='answer   answerof-237206 ' value='941042'   \/><label for='answer-id-941042' id='answer-label-941042' class=' answer'><span>From Azure Monitor in the Azure portal, execute a query against the logs of DW1.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237206[]' id='answer-id-941043' class='answer   answerof-237206 ' value='941043'   \/><label for='answer-id-941043' id='answer-label-941043' class=' answer'><span>On DW1, execute a query against the sys.database_files dynamic management view.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237206[]' id='answer-id-941044' class='answer   answerof-237206 ' value='941044'   \/><label for='answer-id-941044' id='answer-label-941044' class=' answer'><span>Execute a query against the logs of DW1 by using the Get-AzOperationalInsightSearchResult PowerShell cmdlet.<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-55' style=';'><div id='questionWrap-55'  class='   watupro-question-id-237207'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>55. <\/span>You have an Azure Stream Analytics job. <br \/>\r<br>You need to ensure that the job has enough streaming units provisioned. <br \/>\r<br>You configure monitoring of the SU % Utilization metric. <br \/>\r<br>Which two additional metrics should you monitor? 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_55' value='237207' \/><input type='hidden' id='answerType237207' 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-237207[]' id='answer-id-941045' class='answer   answerof-237207 ' value='941045'   \/><label for='answer-id-941045' id='answer-label-941045' class=' answer'><span>Backlogged Input Events<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-237207[]' id='answer-id-941046' class='answer   answerof-237207 ' value='941046'   \/><label for='answer-id-941046' id='answer-label-941046' class=' answer'><span>Watermark Delay<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-237207[]' id='answer-id-941047' class='answer   answerof-237207 ' value='941047'   \/><label for='answer-id-941047' id='answer-label-941047' class=' answer'><span>Function Events<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-237207[]' id='answer-id-941048' class='answer   answerof-237207 ' value='941048'   \/><label for='answer-id-941048' id='answer-label-941048' class=' answer'><span>Out of order Events<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-237207[]' id='answer-id-941049' class='answer   answerof-237207 ' value='941049'   \/><label for='answer-id-941049' id='answer-label-941049' class=' answer'><span>Late Input Events<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-56' style=';'><div id='questionWrap-56'  class='   watupro-question-id-237208'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>56. <\/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_56' value='237208' \/><input type='hidden' id='answerType237208' 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-237208[]' id='answer-id-941050' class='answer   answerof-237208 ' value='941050'   \/><label for='answer-id-941050' id='answer-label-941050' class=' answer'><span>Add a pass-through query.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-237208[]' id='answer-id-941051' class='answer   answerof-237208 ' value='941051'   \/><label for='answer-id-941051' id='answer-label-941051' class=' answer'><span>Add a temporal analytic function.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-237208[]' id='answer-id-941052' class='answer   answerof-237208 ' value='941052'   \/><label for='answer-id-941052' id='answer-label-941052' 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-237208[]' id='answer-id-941053' class='answer   answerof-237208 ' value='941053'   \/><label for='answer-id-941053' id='answer-label-941053' 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-237208[]' id='answer-id-941054' class='answer   answerof-237208 ' value='941054'   \/><label for='answer-id-941054' id='answer-label-941054' 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-57' style=';'><div id='questionWrap-57'  class='   watupro-question-id-237209'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>57. <\/span>HOTSPOT <br \/>\r<br>You are designing a real-time dashboard solution that will visualize streaming data from remote sensors that connect to the internet. The streaming data must be aggregated to show the average value of each 10-second interval. The data will be discarded after being displayed in the dashboard. <br \/>\r<br>The solution will use Azure Stream Analytics and must meet the following requirements: <br \/>\r<br>&#10001; Minimize latency from an Azure Event hub to the dashboard. <br \/>\r<br>&#10001; Minimize the required storage. <br \/>\r<br>&#10001; Minimize development effort. <br \/>\r<br>What should you include in the solution? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point <br \/>\r<br><br><img decoding=\"async\" width=649 height=473 id=\"\u56fe\u7247 58\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2022\/10\/image058-1.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_57' value='237209' \/><input type='hidden' id='answerType237209' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-237209[]' id='textarea_q_237209' 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-237210'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>58. <\/span>You plan to ingest streaming social media data by using Azure Stream Analytics. The data will be stored in files in Azure Data Lake Storage, and then consumed by using Azure Datiabricks and PolyBase in Azure Synapse Analytics. <br \/>\r<br>You need to recommend a Stream Analytics data output format to ensure that the queries from Databricks and PolyBase against the files encounter the fewest possible errors. The solution must ensure that the tiles can be queried quickly and that the data type information is retained. <br \/>\r<br>What should you recommend?<\/div><input type='hidden' name='question_id[]' id='qID_58' value='237210' \/><input type='hidden' id='answerType237210' 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-237210[]' id='answer-id-941056' class='answer   answerof-237210 ' value='941056'   \/><label for='answer-id-941056' id='answer-label-941056' class=' answer'><span>Parquet<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237210[]' id='answer-id-941057' class='answer   answerof-237210 ' value='941057'   \/><label for='answer-id-941057' id='answer-label-941057' class=' answer'><span>Avro<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237210[]' id='answer-id-941058' class='answer   answerof-237210 ' value='941058'   \/><label for='answer-id-941058' id='answer-label-941058' class=' answer'><span>CSV<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237210[]' id='answer-id-941059' class='answer   answerof-237210 ' value='941059'   \/><label for='answer-id-941059' id='answer-label-941059' class=' answer'><span>JSON<\/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-237211'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>59. <\/span>You have an Azure Data Lake Storage Gen2 account named adls2 that is protected by a virtual network. <br \/>\r<br>You are designing a SQL pool in Azure Synapse that will use adls2 as a source. <br \/>\r<br>What should you use to authenticate to adls2?<\/div><input type='hidden' name='question_id[]' id='qID_59' value='237211' \/><input type='hidden' id='answerType237211' 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-237211[]' id='answer-id-941060' class='answer   answerof-237211 ' value='941060'   \/><label for='answer-id-941060' id='answer-label-941060' class=' answer'><span>a shared access signature (SAS)<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237211[]' id='answer-id-941061' class='answer   answerof-237211 ' value='941061'   \/><label for='answer-id-941061' id='answer-label-941061' class=' answer'><span>a managed identity<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237211[]' id='answer-id-941062' class='answer   answerof-237211 ' value='941062'   \/><label for='answer-id-941062' id='answer-label-941062' class=' answer'><span>a shared key<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237211[]' id='answer-id-941063' class='answer   answerof-237211 ' value='941063'   \/><label for='answer-id-941063' id='answer-label-941063' class=' answer'><span>an Azure Active Directory (Azure AD) user<\/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-237212'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>60. <\/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=649 height=278 id=\"\u56fe\u7247 60\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2022\/10\/image060-1.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_60' value='237212' \/><input type='hidden' id='answerType237212' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-237212[]' id='textarea_q_237212' 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-237213'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>61. <\/span>What should you recommend using to secure sensitive customer contact information?<\/div><input type='hidden' name='question_id[]' id='qID_61' value='237213' \/><input type='hidden' id='answerType237213' 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-237213[]' id='answer-id-941065' class='answer   answerof-237213 ' value='941065'   \/><label for='answer-id-941065' id='answer-label-941065' class=' answer'><span>data labels<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237213[]' id='answer-id-941066' class='answer   answerof-237213 ' value='941066'   \/><label for='answer-id-941066' id='answer-label-941066' class=' answer'><span>column-level security<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237213[]' id='answer-id-941067' class='answer   answerof-237213 ' value='941067'   \/><label for='answer-id-941067' id='answer-label-941067' class=' answer'><span>row-level security<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237213[]' id='answer-id-941068' class='answer   answerof-237213 ' value='941068'   \/><label for='answer-id-941068' id='answer-label-941068' class=' answer'><span>Transparent Data Encryption (TDE)<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-62' style=';'><div id='questionWrap-62'  class='   watupro-question-id-237214'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>62. <\/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=649 height=140 id=\"\u56fe\u7247 62\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2022\/10\/image062-1.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_62' value='237214' \/><input type='hidden' id='answerType237214' 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-237214[]' id='answer-id-941069' class='answer   answerof-237214 ' value='941069'   \/><label for='answer-id-941069' id='answer-label-941069' class=' answer'><span>hash distributed table with clustered index<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237214[]' id='answer-id-941070' class='answer   answerof-237214 ' value='941070'   \/><label for='answer-id-941070' id='answer-label-941070' 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-237214[]' id='answer-id-941071' class='answer   answerof-237214 ' value='941071'   \/><label for='answer-id-941071' id='answer-label-941071' 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-237214[]' id='answer-id-941072' class='answer   answerof-237214 ' value='941072'   \/><label for='answer-id-941072' id='answer-label-941072' 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-237214[]' id='answer-id-941073' class='answer   answerof-237214 ' value='941073'   \/><label for='answer-id-941073' id='answer-label-941073' 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-63' style=';'><div id='questionWrap-63'  class='   watupro-question-id-237215'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>63. <\/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 id=\"\u56fe\u7247 63\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2022\/10\/image063-1.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_63' value='237215' \/><input type='hidden' id='answerType237215' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-237215[]' id='textarea_q_237215' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-64' style=';'><div id='questionWrap-64'  class='   watupro-question-id-237216'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>64. <\/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_64' value='237216' \/><input type='hidden' id='answerType237216' 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-237216[]' id='answer-id-941075' class='answer   answerof-237216 ' value='941075'   \/><label for='answer-id-941075' id='answer-label-941075' class=' answer'><span>event triggers in Azure Data Factory<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237216[]' id='answer-id-941076' class='answer   answerof-237216 ' value='941076'   \/><label for='answer-id-941076' id='answer-label-941076' 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-237216[]' id='answer-id-941077' class='answer   answerof-237216 ' value='941077'   \/><label for='answer-id-941077' id='answer-label-941077' class=' answer'><span>Structured Streaming in Azure Databricks<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237216[]' id='answer-id-941078' class='answer   answerof-237216 ' value='941078'   \/><label for='answer-id-941078' id='answer-label-941078' 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-65' style=';'><div id='questionWrap-65'  class='   watupro-question-id-237217'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>65. <\/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 id=\"\u56fe\u7247 66\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2022\/10\/image066-1.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_65' value='237217' \/><input type='hidden' id='answerType237217' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-237217[]' id='textarea_q_237217' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-66' style=';'><div id='questionWrap-66'  class='   watupro-question-id-237218'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>66. <\/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 session window that uses a timeout size of 10 seconds. <br \/>\r<br>Does this meet the goal?<\/div><input type='hidden' name='question_id[]' id='qID_66' value='237218' \/><input type='hidden' id='answerType237218' 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-237218[]' id='answer-id-941080' class='answer   answerof-237218 ' value='941080'   \/><label for='answer-id-941080' id='answer-label-941080' class=' answer'><span>Yes<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237218[]' id='answer-id-941081' class='answer   answerof-237218 ' value='941081'   \/><label for='answer-id-941081' id='answer-label-941081' 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-237219'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>67. <\/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_67' value='237219' \/><input type='hidden' id='answerType237219' 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-237219[]' id='answer-id-941082' class='answer   answerof-237219 ' value='941082'   \/><label for='answer-id-941082' id='answer-label-941082' class=' answer'><span>Yes<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237219[]' id='answer-id-941083' class='answer   answerof-237219 ' value='941083'   \/><label for='answer-id-941083' id='answer-label-941083' class=' answer'><span>No<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-68' style=';'><div id='questionWrap-68'  class='   watupro-question-id-237220'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>68. <\/span>You plan to create a dimension table in Azure Synapse Analytics that will be less than 1 GB. <br \/>\r<br>You need to create the table to meet the following requirements: <br \/>\r<br>&#8226; Provide the fastest Query time. <br \/>\r<br>&#8226; Minimize data movement during queries. <br \/>\r<br>Which type of table should you use?<\/div><input type='hidden' name='question_id[]' id='qID_68' value='237220' \/><input type='hidden' id='answerType237220' 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-237220[]' id='answer-id-941084' class='answer   answerof-237220 ' value='941084'   \/><label for='answer-id-941084' id='answer-label-941084' class=' answer'><span>hash distributed<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237220[]' id='answer-id-941085' class='answer   answerof-237220 ' value='941085'   \/><label for='answer-id-941085' id='answer-label-941085' class=' answer'><span>heap<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237220[]' id='answer-id-941086' class='answer   answerof-237220 ' value='941086'   \/><label for='answer-id-941086' id='answer-label-941086' class=' answer'><span>replicated<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237220[]' id='answer-id-941087' class='answer   answerof-237220 ' value='941087'   \/><label for='answer-id-941087' id='answer-label-941087' class=' answer'><span>round-robin<\/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-237221'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>69. <\/span>You are designing an Azure Stream Analytics job to process incoming events from sensors in retail environments. <br \/>\r<br>You need to process the events to produce a running average of shopper counts during the previous 15 minutes, calculated at five-minute intervals. <br \/>\r<br>Which type of window should you use?<\/div><input type='hidden' name='question_id[]' id='qID_69' value='237221' \/><input type='hidden' id='answerType237221' 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-237221[]' id='answer-id-941088' class='answer   answerof-237221 ' value='941088'   \/><label for='answer-id-941088' id='answer-label-941088' class=' answer'><span>snapshot<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237221[]' id='answer-id-941089' class='answer   answerof-237221 ' value='941089'   \/><label for='answer-id-941089' id='answer-label-941089' class=' answer'><span>tumbling<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237221[]' id='answer-id-941090' class='answer   answerof-237221 ' value='941090'   \/><label for='answer-id-941090' id='answer-label-941090' class=' answer'><span>hopping<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237221[]' id='answer-id-941091' class='answer   answerof-237221 ' value='941091'   \/><label for='answer-id-941091' id='answer-label-941091' class=' answer'><span>sliding<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-70' style=';'><div id='questionWrap-70'  class='   watupro-question-id-237222'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>70. <\/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_70' value='237222' \/><input type='hidden' id='answerType237222' 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-237222[]' id='answer-id-941092' class='answer   answerof-237222 ' value='941092'   \/><label for='answer-id-941092' id='answer-label-941092' 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-237222[]' id='answer-id-941093' class='answer   answerof-237222 ' value='941093'   \/><label for='answer-id-941093' id='answer-label-941093' 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-237222[]' id='answer-id-941094' class='answer   answerof-237222 ' value='941094'   \/><label for='answer-id-941094' id='answer-label-941094' 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-237222[]' id='answer-id-941095' class='answer   answerof-237222 ' value='941095'   \/><label for='answer-id-941095' id='answer-label-941095' 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-71' style=';'><div id='questionWrap-71'  class='   watupro-question-id-237223'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>71. <\/span>DRAG DROP <br \/>\r<br>You have an Azure subscription. <br \/>\r<br>You plan to build a data warehouse in an Azure Synapse Analytics dedicated SQL pool named pool1 that will contain staging tables and a dimensional model Pool1 will contain the following tables. <br \/>\r<br><br><img decoding=\"async\" width=526 height=64 id=\"\u56fe\u7247 295\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2022\/10\/image069-1.jpg\"><br><br><img decoding=\"async\" width=417 height=129 id=\"\u56fe\u7247 298\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2022\/10\/image070-1.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_71' value='237223' \/><input type='hidden' id='answerType237223' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-237223[]' id='textarea_q_237223' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-72' style=';'><div id='questionWrap-72'  class='   watupro-question-id-237224'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>72. <\/span>HOTSPOT <br \/>\r<br>You have an Azure Storage account that generates 200,000 new files daily. The file names have a format of {YYYY}\/{MM}\/{DD}\/{HH}\/{CustomerID}.csv. <br \/>\r<br>You need to design an Azure Data Factory solution that will load new data from the storage account to an Azure Data Lake once hourly. The solution must minimize load times and costs. <br \/>\r<br>How should you configure the solution? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point. <br \/>\r<br><br><img decoding=\"async\" width=649 height=253 id=\"\u56fe\u7247 72\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2022\/10\/image072-1.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_72' value='237224' \/><input type='hidden' id='answerType237224' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-237224[]' id='textarea_q_237224' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-73' style=';'><div id='questionWrap-73'  class='   watupro-question-id-237225'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>73. <\/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 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 in container1 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: You use an Azure Synapse Analytics serverless SQL pool to create an external table that has an additional DateTime column. <br \/>\r<br>Does this meet the goal?<\/div><input type='hidden' name='question_id[]' id='qID_73' value='237225' \/><input type='hidden' id='answerType237225' 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-237225[]' id='answer-id-941098' class='answer   answerof-237225 ' value='941098'   \/><label for='answer-id-941098' id='answer-label-941098' class=' answer'><span>Yes<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237225[]' id='answer-id-941099' class='answer   answerof-237225 ' value='941099'   \/><label for='answer-id-941099' id='answer-label-941099' class=' answer'><span>No<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-74' style=';'><div id='questionWrap-74'  class='   watupro-question-id-237226'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>74. <\/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_74' value='237226' \/><input type='hidden' id='answerType237226' 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-237226[]' id='answer-id-941100' class='answer   answerof-237226 ' value='941100'   \/><label for='answer-id-941100' id='answer-label-941100' class=' answer'><span>From ADFdev, modify the Git configuration.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237226[]' id='answer-id-941101' class='answer   answerof-237226 ' value='941101'   \/><label for='answer-id-941101' id='answer-label-941101' class=' answer'><span>From ADFdev, create a linked service.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237226[]' id='answer-id-941102' class='answer   answerof-237226 ' value='941102'   \/><label for='answer-id-941102' id='answer-label-941102' 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-237226[]' id='answer-id-941103' class='answer   answerof-237226 ' value='941103'   \/><label for='answer-id-941103' id='answer-label-941103' 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-75' style=';'><div id='questionWrap-75'  class='   watupro-question-id-237227'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>75. <\/span>CORRECT TEXT <br \/>\r<br>You are designing an Azure Data Lake Storage Gen2 container to store data for the human resources (HR) department and the operations department at your company. <br \/>\r<br>You have the following data access requirements: <br \/>\r<br>&#8226; After initial processing, the HR department data will be retained for seven years. <br \/>\r<br>&#8226; The operations department data will be accessed frequently for the first six months, and then accessed once per month. <br \/>\r<br>You need to design a data retention solution to meet the access requirements. The solution must minimize storage costs. <br \/>\r<br><br><img decoding=\"async\" width=479 height=86 id=\"\u56fe\u7247 75\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2022\/10\/image074-1.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_75' value='237227' \/><input type='hidden' id='answerType237227' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-237227[]' id='textarea_q_237227' class='watupro-textarea-medium' rows='5' cols='80'><\/textarea>\n<\/p><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-76' style=';'><div id='questionWrap-76'  class='   watupro-question-id-237228'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>76. <\/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_76' value='237228' \/><input type='hidden' id='answerType237228' 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-237228[]' id='answer-id-941105' class='answer   answerof-237228 ' value='941105'   \/><label for='answer-id-941105' id='answer-label-941105' class=' answer'><span>Azure Databricks<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237228[]' id='answer-id-941106' class='answer   answerof-237228 ' value='941106'   \/><label for='answer-id-941106' id='answer-label-941106' class=' answer'><span>Azure Event Grid<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237228[]' id='answer-id-941107' class='answer   answerof-237228 ' value='941107'   \/><label for='answer-id-941107' id='answer-label-941107' class=' answer'><span>Azure Stream Analytics<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237228[]' id='answer-id-941108' class='answer   answerof-237228 ' value='941108'   \/><label for='answer-id-941108' id='answer-label-941108' class=' answer'><span>Azure Data Factory<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-77' style=';'><div id='questionWrap-77'  class='   watupro-question-id-237229'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>77. <\/span>HOTSPOT <br \/>\r<br>You build an Azure Data Factory pipeline to move data from an Azure Data Lake Storage Gen2 container to a database in an Azure Synapse Analytics dedicated SQL pool. <br \/>\r<br>Data in the container is stored in the following folder structure. <br \/>\r<br>\/in\/{YYYY}\/{MM}\/{DD}\/{HH}\/{mm} <br \/>\r<br>The earliest folder is \/in\/2021\/01\/01\/00\/00. The latest folder is \/in\/2021\/01\/15\/01\/45. <br \/>\r<br>You need to configure a pipeline trigger to meet the following requirements: <br \/>\r<br>&#10001; Existing data must be loaded. <br \/>\r<br>&#10001; Data must be loaded every 30 minutes. <br \/>\r<br>&#10001; Late-arriving data of up to two minutes must he included in the load for the time at which the data should have arrived. <br \/>\r<br>How should you configure the pipeline trigger? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point. <br \/>\r<br><br><img decoding=\"async\" width=649 height=244 id=\"\u56fe\u7247 77\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2022\/10\/image076-1.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_77' value='237229' \/><input type='hidden' id='answerType237229' value='textarea'><!-- end question-content--><\/div><div class='question-choices '><p><textarea name='answer-237229[]' id='textarea_q_237229' 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-237230'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>78. <\/span>You plan to build a structured streaming solution in Azure Databricks. The solution will count new events in five-minute intervals and report only events that arrive during the interval. The output will be sent to a Delta Lake table. <br \/>\r<br>Which output mode should you use?<\/div><input type='hidden' name='question_id[]' id='qID_78' value='237230' \/><input type='hidden' id='answerType237230' 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-237230[]' id='answer-id-941110' class='answer   answerof-237230 ' value='941110'   \/><label for='answer-id-941110' id='answer-label-941110' class=' answer'><span>complete<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237230[]' id='answer-id-941111' class='answer   answerof-237230 ' value='941111'   \/><label for='answer-id-941111' id='answer-label-941111' class=' answer'><span>update<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237230[]' id='answer-id-941112' class='answer   answerof-237230 ' value='941112'   \/><label for='answer-id-941112' id='answer-label-941112' class=' answer'><span>append<\/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-237231'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>79. <\/span>You are designing a partition strategy for a fact table in an Azure Synapse Analytics dedicated SQL pool. The table has the following specifications: <br \/>\r<br>&#8226; Contain sales data for 20,000 products. <br \/>\r<br>&#8226; Use hash distribution on a column named ProduclID, <br \/>\r<br>&#8226; Contain 2.4 billion records for the years 20l9 and 2020. <br \/>\r<br>Which number of partition ranges provides optimal compression and performance of the clustered columnstore index?<\/div><input type='hidden' name='question_id[]' id='qID_79' value='237231' \/><input type='hidden' id='answerType237231' 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-237231[]' id='answer-id-941113' class='answer   answerof-237231 ' value='941113'   \/><label for='answer-id-941113' id='answer-label-941113' class=' answer'><span>40<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237231[]' id='answer-id-941114' class='answer   answerof-237231 ' value='941114'   \/><label for='answer-id-941114' id='answer-label-941114' class=' answer'><span>240<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237231[]' id='answer-id-941115' class='answer   answerof-237231 ' value='941115'   \/><label for='answer-id-941115' id='answer-label-941115' class=' answer'><span>400<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237231[]' id='answer-id-941116' class='answer   answerof-237231 ' value='941116'   \/><label for='answer-id-941116' id='answer-label-941116' class=' answer'><span>2,400<\/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-237232'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>80. <\/span>You are designing a streaming data solution that will ingest variable volumes of data. <br \/>\r<br>You need to ensure that you can change the partition count after creation. <br \/>\r<br>Which service should you use to ingest the data?<\/div><input type='hidden' name='question_id[]' id='qID_80' value='237232' \/><input type='hidden' id='answerType237232' 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-237232[]' id='answer-id-941117' class='answer   answerof-237232 ' value='941117'   \/><label for='answer-id-941117' id='answer-label-941117' class=' answer'><span>Azure Event Hubs Dedicated<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237232[]' id='answer-id-941118' class='answer   answerof-237232 ' value='941118'   \/><label for='answer-id-941118' id='answer-label-941118' class=' answer'><span>Azure Stream Analytics<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237232[]' id='answer-id-941119' class='answer   answerof-237232 ' value='941119'   \/><label for='answer-id-941119' id='answer-label-941119' class=' answer'><span>Azure Data Factory<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-237232[]' id='answer-id-941120' class='answer   answerof-237232 ' value='941120'   \/><label for='answer-id-941120' id='answer-label-941120' class=' answer'><span>Azure Synapse Analytics<\/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=\"watuPROButtons6667\" >\n\t\t  <div id=\"prev-question\" style=\"display:none;\"><input type=\"button\" value=\"&lt; 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