{"id":153,"date":"2026-10-13T20:25:05","date_gmt":"2026-10-13T20:25:05","guid":{"rendered":"https:\/\/www.ippd.ufl.edu\/blogs\/ay2627visperoda\/?p=153"},"modified":"2026-10-13T20:25:06","modified_gmt":"2026-10-13T20:25:06","slug":"week-7","status":"publish","type":"post","link":"https:\/\/www.ippd.ufl.edu\/blogs\/ay2627visperoda\/2026\/10\/13\/week-7\/","title":{"rendered":"Week 7"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Plot Twist: We Went with Microsoft Fabric!<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">After weeks of researching data warehouses, our team had narrowed our options to Google BigQuery and Amazon Redshift. Just when we thought we were approaching a final decision, our project took an unexpected turn: <strong>Microsoft Fabric!<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Following discussions with Vispero, we decided to move forward with Fabric because it integrates directly with their existing Azure environment. Rather than introducing another cloud provider, Fabric offers a fully managed platform for data ingestion, storage, and analytics, all while keeping infrastructure management relatively simple.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">With our warehouse selected, we shifted from research to hands-on implementation. Our team gained access to Vispero&#8217;s Azure environment and began exploring Application Insights to better understand the telemetry we&#8217;re working with. We also investigated two ingestion approaches: <strong>Azure diagnostic settings<\/strong>, which export data through Blob Storage, and <strong>Azure Monitor mirroring<\/strong>, which could offer a more direct connection to Fabric.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"577\" src=\"https:\/\/www.ippd.ufl.edu\/blogs\/ay2627visperoda\/wp-content\/uploads\/sites\/297\/2026\/10\/image-1-1024x577.png\" alt=\"\" class=\"wp-image-155\" srcset=\"https:\/\/www.ippd.ufl.edu\/blogs\/ay2627visperoda\/wp-content\/uploads\/sites\/297\/2026\/10\/image-1-1024x577.png 1024w, https:\/\/www.ippd.ufl.edu\/blogs\/ay2627visperoda\/wp-content\/uploads\/sites\/297\/2026\/10\/image-1-300x169.png 300w, https:\/\/www.ippd.ufl.edu\/blogs\/ay2627visperoda\/wp-content\/uploads\/sites\/297\/2026\/10\/image-1-767x432.png 767w, https:\/\/www.ippd.ufl.edu\/blogs\/ay2627visperoda\/wp-content\/uploads\/sites\/297\/2026\/10\/image-1-708x399.png 708w, https:\/\/www.ippd.ufl.edu\/blogs\/ay2627visperoda\/wp-content\/uploads\/sites\/297\/2026\/10\/image-1-486x274.png 486w, https:\/\/www.ippd.ufl.edu\/blogs\/ay2627visperoda\/wp-content\/uploads\/sites\/297\/2026\/10\/image-1-373x210.png 373w, https:\/\/www.ippd.ufl.edu\/blogs\/ay2627visperoda\/wp-content\/uploads\/sites\/297\/2026\/10\/image-1.png 1347w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">We encountered a few challenges with Azure permissions, but our next focus is establishing a working ingestion pipeline and preparing for Power BI integration.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This week showed us that engineering decisions don&#8217;t always follow a straight path. With our warehouse selected, we&#8217;re excited to move from research to implementation!<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Plot Twist: We Went with Microsoft Fabric! After weeks of researching data warehouses, our team had narrowed our options to Google BigQuery and Amazon Redshift. Just when we thought we were approaching a final decision, our project took an unexpected&hellip; <a href=\"https:\/\/www.ippd.ufl.edu\/blogs\/ay2627visperoda\/2026\/10\/13\/week-7\/\" aria-label=\"Read \\\"Week 7\\\" class=\"read-more\">Read&nbsp;More<\/a><\/p>\n","protected":false},"author":1107,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[3],"tags":[],"class_list":["post-153","post","type-post","status-publish","format-standard","hentry","category-fall-semester"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.ippd.ufl.edu\/blogs\/ay2627visperoda\/wp-json\/wp\/v2\/posts\/153","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.ippd.ufl.edu\/blogs\/ay2627visperoda\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.ippd.ufl.edu\/blogs\/ay2627visperoda\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.ippd.ufl.edu\/blogs\/ay2627visperoda\/wp-json\/wp\/v2\/users\/1107"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ippd.ufl.edu\/blogs\/ay2627visperoda\/wp-json\/wp\/v2\/comments?post=153"}],"version-history":[{"count":1,"href":"https:\/\/www.ippd.ufl.edu\/blogs\/ay2627visperoda\/wp-json\/wp\/v2\/posts\/153\/revisions"}],"predecessor-version":[{"id":157,"href":"https:\/\/www.ippd.ufl.edu\/blogs\/ay2627visperoda\/wp-json\/wp\/v2\/posts\/153\/revisions\/157"}],"wp:attachment":[{"href":"https:\/\/www.ippd.ufl.edu\/blogs\/ay2627visperoda\/wp-json\/wp\/v2\/media?parent=153"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.ippd.ufl.edu\/blogs\/ay2627visperoda\/wp-json\/wp\/v2\/categories?post=153"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ippd.ufl.edu\/blogs\/ay2627visperoda\/wp-json\/wp\/v2\/tags?post=153"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}