{"id":771,"date":"2022-12-17T13:13:11","date_gmt":"2022-12-17T13:13:11","guid":{"rendered":"https:\/\/exampracticetests.com\/aws\/Data_Analytics-Specialty_DAS-C01\/aws-certified-data-analytics-specialty-das-c01-question085\/"},"modified":"2022-12-17T13:13:11","modified_gmt":"2022-12-17T13:13:11","slug":"aws-certified-data-analytics-specialty-das-c01-question085","status":"publish","type":"post","link":"https:\/\/exampracticetests.com\/aws\/Data_Analytics-Specialty_DAS-C01\/aws-certified-data-analytics-specialty-das-c01-question085\/","title":{"rendered":"AWS Certified Data Analytics &#8211; Specialty DAS-C01 &#8211; Question085"},"content":{"rendered":"<div class=\"question\">A company is storing millions of sales transaction records in Amazon Redshift. A data analyst must perform an analysis on sales data. The analysis depends on a subset of customer record data that resides in a Salesforce application. The company wants to transfer the data from Salesforce with the least possible infrastructure setup, coding, and operational effort.<br \/>\nWhich solution meets these requirements?<br \/><strong><br \/>A.<\/strong> Use AWS Glue and the SpringML library to connect Apache Spark with Salesforce and extract the data as a table to Amazon S3 in Apache Parquet format. Query the data by using Amazon Redshift Spectrum.<br \/><strong>B.<\/strong> Use Amazon AppFlow to create a flow. Establish a connection and a flow trigger to transfer customer record data from Salesforce to an Amazon Redshift table.<br \/><strong>C.<\/strong> Use Amazon API Gateway to configure a Salesforce customer data flow subscription to AWS Lambda events and create tables in Amazon S3 in Apache Parquet format. Query the data by using Amazon Redshift Spectrum.<br \/><strong>D.<\/strong> Use Salesforce Data Loader to export the Salesforce customer data as a .csv file and load it into Amazon S3. Query the data by using Amazon Redshift Spectrum.<\/div>\n<p><\/p>\n<style> .hidden-div{ display:none } <\/style>\n<p>\t\t\t\t\t\t\t<button onclick=\"getElementById('hidden-div').style.display = 'block'\"> Show Answer <\/button> <button onclick=\"getElementById('hidden-div').style.display = 'none'\">Hide Answer<\/button><\/p>\n<div class=\"hidden-div\" id=\"hidden-div\"><span style=\"\"><\/p>\n<div class=\"answer\">Correct Answer: <strong>B<\/strong><\/div>\n<p><strong>Explanation:<\/strong> <\/p>\n<div class=\"explanation\">\nReference: <a href=\"https:\/\/docs.aws.amazon.com\/appflow\/latest\/userguide\/connectors-salesforce-marketing-cloud.html\" title=\"External link\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/docs.aws.amazon.com\/appflow\/latest\/userguide\/connectors-salesforce-marketing-cloud.html<\/a><\/div>\n<p><\/strong><\/span> <\/div>\n","protected":false},"excerpt":{"rendered":"<p>A company is storing millions of sales transaction records in Amazon Redshift. A data analyst must perform an analysis on sales data. The analysis depends on a subset of customer record data that resides in a Salesforce application. The company wants to transfer the data from Salesforce with the least possible infrastructure setup, coding, and [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[3,252],"class_list":["post-771","post","type-post","status-publish","format-standard","hentry","category-aws-certified-data-analytics-specialty-das-c01","tag-aws-certified-data-analytics-specialty-das-c01","tag-question-085"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/exampracticetests.com\/aws\/Data_Analytics-Specialty_DAS-C01\/wp-json\/wp\/v2\/posts\/771","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/exampracticetests.com\/aws\/Data_Analytics-Specialty_DAS-C01\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/exampracticetests.com\/aws\/Data_Analytics-Specialty_DAS-C01\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/exampracticetests.com\/aws\/Data_Analytics-Specialty_DAS-C01\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/exampracticetests.com\/aws\/Data_Analytics-Specialty_DAS-C01\/wp-json\/wp\/v2\/comments?post=771"}],"version-history":[{"count":0,"href":"https:\/\/exampracticetests.com\/aws\/Data_Analytics-Specialty_DAS-C01\/wp-json\/wp\/v2\/posts\/771\/revisions"}],"wp:attachment":[{"href":"https:\/\/exampracticetests.com\/aws\/Data_Analytics-Specialty_DAS-C01\/wp-json\/wp\/v2\/media?parent=771"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/exampracticetests.com\/aws\/Data_Analytics-Specialty_DAS-C01\/wp-json\/wp\/v2\/categories?post=771"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/exampracticetests.com\/aws\/Data_Analytics-Specialty_DAS-C01\/wp-json\/wp\/v2\/tags?post=771"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}