https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-march-09-15-2026/m-p/151244#M666 <P>I hope I have supported and helped everyone in the community.&nbsp;<span class="lia-unicode-emoji" title=":red_heart:">❤️</span></P> Wed, 18 Mar 2026 11:51:34 GMT Ale_Armillotta 2026-03-18T11:51:34Z https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-march-09-15-2026/m-p/151242#M665 <DIV style="font-family: Arial, sans-serif; line-height: 1.7;"><span class="lia-inline-image-display-wrapper lia-image-align-right" image-alt="Screenshot 2025-11-07 at 8.12.47 PM.png" style="width: 200px;"><img src="https://community.databricks.com/t5/image/serverpage/image-id/23350i54E2B4A5681744E6/image-size/small?v=v2&amp;px=200" role="button" title="Screenshot 2025-11-07 at 8.12.47 PM.png" alt="Screenshot 2025-11-07 at 8.12.47 PM.png" /></span></DIV> <DIV style="font-family: Arial, sans-serif; line-height: 1.7;"><STRONG><FONT size="4"><span class="lia-unicode-emoji" title=":thinking_face:">🤔</span>&nbsp;Curious what’s been happening across the Community this week?</FONT><BR /></STRONG><BR /><FONT size="4">A lot, actually – from a strong wave of Community Articles to ongoing discussions and people consistently showing up to share and support. </FONT></DIV> <DIV style="font-family: Arial, sans-serif; line-height: 1.7;"><FONT size="4">Let’s dive in <span class="lia-unicode-emoji" title=":backhand_index_pointing_down:">👇</span>:</FONT></DIV> <DIV style="font-family: Arial, sans-serif; line-height: 1.7;">&nbsp;</DIV> <DIV style="background: #eeede9; padding: 8px; padding-top: 1.5px; border-radius: 4px;"> <H3><span class="lia-unicode-emoji" title=":sports_medal:">🏅</span><FONT face="arial,helvetica,sans-serif" color="#FF0000"> Spotlight Contributors</FONT></H3> <P><FONT face="arial,helvetica,sans-serif"> Holding it strong this week – the same power contributors are still setting the pace:</FONT></P> <P><FONT face="arial,helvetica,sans-serif"><STRONG><a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/202980">@pradeep_singh</a>&nbsp; &nbsp;|&nbsp;&nbsp;<a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/191318">@Ale_Armillotta</a>&nbsp; &nbsp;|&nbsp;&nbsp;<a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/210897">@balajij8</a>&nbsp; |&nbsp; &nbsp;<a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/175319">@Sumit_7</a>&nbsp;</STRONG><EM>(quick shoutout for always taking a moment to appreciate&nbsp;<span class="lia-unicode-emoji" title=":raising_hands:">🙌</span>)</EM></FONT></P> <P><FONT face="arial,helvetica,sans-serif"><STRONG>&nbsp;+ Top Brickster contributors:</STRONG></FONT></P> <P><STRONG><FONT face="arial,helvetica,sans-serif"><a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/216690">@Ashwin_DSA</a>&nbsp;&nbsp; &nbsp;|&nbsp; &nbsp;&nbsp;<a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/34815">@Louis_Frolio</a>&nbsp;&nbsp;&nbsp;</FONT><BR /></STRONG></P> <P><FONT face="arial,helvetica,sans-serif"><span class="lia-unicode-emoji" title=":eyes:">👀</span> Now the real question – who’s stepping up to join them next week?</FONT></P> <P><FONT face="arial,helvetica,sans-serif" size="2"><EM>Note: Names are listed in no particular order.</EM></FONT></P> </DIV> <DIV style="font-family: Arial, sans-serif; line-height: 1.7;">&nbsp;</DIV> <DIV style="background: #eeede9; padding: 8px; padding-top: 1.5px; border-radius: 4px;"> <H3><FONT face="arial,helvetica,sans-serif" color="#FF0000"><span class="lia-unicode-emoji" title=":open_book:">📖</span>&nbsp;&nbsp;Knowledge Corner</FONT></H3> <P><FONT face="arial,helvetica,sans-serif">&nbsp; &nbsp; &nbsp;&nbsp; A collection of thoughtful articles and technical deep dives shared across the Community:<BR /><BR /></FONT></P> <TABLE class="lia-align-left" style="width: 100%; border-collapse: collapse;" border="1" width="100%"> <TBODY> <TR style="text-align: center;"> <TD width="40.010682095006075%"><STRONG><FONT size="3" color="#000000">Community Articles</FONT></STRONG></TD> <TD width="30.96982947624849%"><STRONG><FONT size="3" color="#000000">MVP Articles</FONT></STRONG></TD> </TR> <TR> <TD width="40.010682095006075%" style="padding: 5px 10px; vertical-align: top;"> <UL style="margin: 0; padding-left: 20px;"> <LI><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/community-articles/why-pipeline-design-matters-in-databricks/m-p/150382#M1063" target="_blank">Why Pipeline Design Matters in Databricks</A></SPAN></LI> <LI><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/community-articles/from-ssis-to-databricks-accelerating-etl-modernization-with-ai/m-p/150486#M1064" target="_blank">From SSIS to Databricks: Accelerating ETL Modernization with AI-Powered Utility</A></SPAN></LI> <LI><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/community-articles/building-a-hybrid-lakehouse-strategic-use-of-apache-hudi-and/m-p/150591#M1065" target="_blank">Building a Hybrid Lakehouse: Strategic Use of Apache Hudi and Delta Lake in Databricks</A></SPAN></LI> <LI><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/community-articles/one-cluster-per-task-proven-ready-and-waiting/m-p/150592#M1067" target="_blank">One Cluster per Task — Proven, Ready, and Waiting</A></SPAN></LI> <LI><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/community-articles/one-policy-to-mask-them-all-abac-variant-in-unity-catalog/m-p/150648#M1066" target="_blank">One Policy to Mask Them All: ABAC + VARIANT in Unity Catalog</A></SPAN></LI> <LI><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/community-articles/enterprise-data-platform-architecture-on-azure-with-databricks/m-p/150653#M1068" target="_blank">Enterprise Data Platform Architecture on Azure with Databricks</A></SPAN></LI> <LI><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/community-articles/databricks-multi-table-transactions-all-data-or-nothing/m-p/150846#M1081" target="_blank">Databricks Multi Table Transactions - All Data or Nothing</A></SPAN></LI> <LI><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/community-articles/built-a-nifi-processor-for-zerobus-ingest-gotchas-the-docs-won-t/m-p/150958#M1082" target="_blank">Built a NiFi processor for Zerobus Ingest - gotchas the docs won’t tell you</A></SPAN></LI> </UL> </TD> <TD width="30.96982947624849%" style="padding: 5px 10px; vertical-align: top;"> <UL style="margin: 0; padding-left: 20px;"> <LI><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/mvp-articles/business-domains-in-uc/m-p/150416#M112" target="_blank">Business Domains in UC</A></SPAN></LI> <LI><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/mvp-articles/introducing-genie-code-a-new-way-to-work-with-data-in-databricks/m-p/150829#M114" target="_blank">Introducing Genie Code: A New Way to Work with Data in Databricks</A></SPAN></LI> <LI><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/mvp-articles/ai-bi-dashboard-created-from-genie-code/m-p/150957#M115" target="_blank">AI/BI Dashboard Created from Genie Code</A></SPAN></LI> <LI><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/mvp-articles/onelake-federation/m-p/150981#M116" target="_blank">OneLake Federation</A></SPAN></LI> </UL> </TD> </TR> </TBODY> </TABLE> </DIV> <DIV style="font-family: Arial, sans-serif; line-height: 1.7;">&nbsp;</DIV> <DIV style="background: #eeede9; padding: 8px; padding-top: 1.5px; border-radius: 4px;"> <H3><FONT face="arial,helvetica,sans-serif" color="#FF0000"><span class="lia-unicode-emoji" title=":speech_balloon:">💬</span>&nbsp;Conversations in Motion</FONT></H3> <P><FONT face="arial,helvetica,sans-serif">&nbsp; &nbsp; &nbsp; Questions triggered thoughtful conversations and collaborative troubleshooting:</FONT><STRONG><BR /></STRONG></P> <UL> <LI><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/data-engineering/job-description/td-p/150517" target="_blank">Job description</A></SPAN></LI> <LI><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/data-engineering/multiples-instances-of-a-databricks-asset-bundle/m-p/150459#M53420" target="_blank">Multiples Instances of a Databricks Asset Bundle</A></SPAN></LI> <LI><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/data-engineering/alternative-of-spark-sql-globaltempdatabase/td-p/150859" target="_blank">Alternative of spark.sql.globalTempDatabase</A></SPAN></LI> <LI><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/data-engineering/schema-evolution-with-structured-streaming-upstream-schema/td-p/150850" target="_blank">Schema evolution with structured streaming: upstream schema change causes downstream writer fails</A></SPAN></LI> <LI><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/databricks-free-edition-help/complex-json-file-flatten-dynamically/m-p/150367#M701" target="_blank">Complex Json file Flatten Dynamically</A></SPAN></LI> <LI><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/generative-ai/how-much-has-ai-actually-changed-your-day-to-day/m-p/150586#M1671" target="_blank">How Much Has AI Actually Changed Your Day to Day?</A></SPAN></LI> </UL> </DIV> <DIV style="font-family: Arial, sans-serif; line-height: 1.7;">&nbsp;</DIV> <DIV style="background: #eeede9; padding: 8px; padding-top: 1.5px; border-radius: 4px;"> <H3><FONT face="arial,helvetica,sans-serif" color="#FF0000"><span class="lia-unicode-emoji" title=":loudspeaker:">📢</span>&nbsp; Announcements&nbsp;&amp; Events You Can’t Miss</FONT></H3> <P><FONT face="arial,helvetica,sans-serif">&nbsp; &nbsp; &nbsp; Stay in the loop with the latest happenings and opportunities:<BR /><BR /></FONT></P> <TABLE class="lia-align-center" style="height: 309px; border-style: hidden; width: 100%;" border="1" width="100%"> <TBODY> <TR> <TD width="33.333333333333336%" height="361px"> <P><A href="https://community.databricks.com/t5/announcements/ebook-a-hands-on-guide-to-apps-on-databricks/td-p/150680" target="_blank"><span class="lia-inline-image-display-wrapper lia-image-align-center" image-alt="Hands-On Guide to Apps on Databricks" style="width: 250px;"><img src="https://community.databricks.com/t5/image/serverpage/image-id/24924i5DA27443B90CF0D7/image-dimensions/250x250?v=v2" width="250" height="250" role="button" title="2025-02-eb-compact-guide-to-ai-agents-community-lp-hero-400x400-2x.png" alt="2025-02-eb-compact-guide-to-ai-agents-community-lp-hero-400x400-2x.png" /></span></A><A href="https://community.databricks.com/t5/announcements/ebook-a-hands-on-guide-to-apps-on-databricks/td-p/150680" target="_blank"><SPAN>Hands-On Guide to Apps on Databricks</SPAN></A></P> </TD> <TD width="33.333333333333336%" height="361px"> <P><A href="https://community.databricks.com/t5/learning-events/databricks-learning-festival-self-paced-global/ec-p/150223" target="_blank"><span class="lia-inline-image-display-wrapper lia-image-align-center" image-alt="Untitled design (8).png" style="width: 278px;"><img src="https://community.databricks.com/t5/image/serverpage/image-id/24925i43C4B62C1DA16EB6/image-dimensions/278x267?v=v2" width="278" height="267" role="button" title="Untitled design (8).png" alt="Untitled design (8).png" /></span></A><A href="https://community.databricks.com/t5/learning-events/databricks-learning-festival-self-paced-global/ec-p/150223" target="_blank"><SPAN>Databricks Learning Festival <BR />(Self-paced)</SPAN></A></P> </TD> <TD width="33.333333333333336%" height="361px"> <P><A href="https://community.databricks.com/t5/announcements/community-industry-bricktalk-scaling-biopharma-intelligence-and/td-p/150417" target="_blank"><span class="lia-inline-image-display-wrapper lia-image-align-center" image-alt="Bricktalk_final.png" style="width: 240px;"><img src="https://community.databricks.com/t5/image/serverpage/image-id/24926i47734AA8173C6236/image-dimensions/240x240?v=v2" width="240" height="240" role="button" title="Bricktalk_final.png" alt="Bricktalk_final.png" /></span></A><A href="https://community.databricks.com/t5/announcements/community-industry-bricktalk-scaling-biopharma-intelligence-and/td-p/150417" target="_blank"><SPAN>Community [Industry] BrickTalk</SPAN></A></P> </TD> </TR> </TBODY> </TABLE> <P>&nbsp;</P> </DIV> <DIV style="font-family: Arial, sans-serif; line-height: 1.7;">&nbsp;</DIV> <DIV style="background: #eeede9; padding: 8px; padding-top: 1.5px; border-radius: 4px;"> <H3><FONT face="arial,helvetica,sans-serif" color="#FF0000"><span class="lia-unicode-emoji" title=":direct_hit:">🎯</span>&nbsp;Questions Successfully Resolved</FONT></H3> <P><FONT face="arial,helvetica,sans-serif">&nbsp; &nbsp; &nbsp; Some of the posts successfully resolved this week:</FONT><STRONG><BR /></STRONG></P> <UL> <LI>Seeking Best Approach for Bulk Migration of LUA/Exasol Scripts to Databricks PySpark</LI> <LI>Pool Max Capacity and Cluster Creation</LI> <LI>DLT pipeline cannot read from a Unity Catalog foreign catalog</LI> <LI>ODBC Parameterization issue (Basic .NET)</LI> <LI>Security &amp; Compliance understanding on LLM Usage in Databricks Genie and Agentbricks</LI> </UL> </DIV> <DIV style="font-family: Arial, sans-serif; line-height: 1.7;">&nbsp;</DIV> <DIV style="font-family: Arial, sans-serif; line-height: 1.7;"><STRONG>That’s everything for this week.<BR data-end="2192" data-start="2189" />If you’ve been following along, you’re already part of what makes this space valuable <span class="lia-unicode-emoji" title=":sparkles:">✨</span>.<BR /></STRONG>See you around – right here in the Community&nbsp;<span class="lia-unicode-emoji" title=":waving_hand:">👋</span>.<STRONG><BR /></STRONG></DIV> Wed, 18 Mar 2026 11:33:22 GMT https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-march-09-15-2026/m-p/151242#M665 Advika 2026-03-18T11:33:22Z https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-march-09-15-2026/m-p/151244#M666 <P>I hope I have supported and helped everyone in the community.&nbsp;<span class="lia-unicode-emoji" title=":red_heart:">❤️</span></P> Wed, 18 Mar 2026 11:51:34 GMT https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-march-09-15-2026/m-p/151244#M666 Ale_Armillotta 2026-03-18T11:51:34Z https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-march-09-15-2026/m-p/151346#M670 <P>Literally that's so generous of you to mention me, thank you so much&nbsp;<a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/152834">@Advika</a>&nbsp;<span class="lia-unicode-emoji" title=":blue_heart:">💙</span><BR />Hope to step up and be there as a real contributor in upcoming week!!</P> Thu, 19 Mar 2026 04:36:18 GMT https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-march-09-15-2026/m-p/151346#M670 Sumit_7 2026-03-19T04:36:18Z