https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-january-12-18-2026/m-p/144663#M546 <P><a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/152834">@Advika</a>&nbsp;- Thanks for the mention&nbsp;<span class="lia-unicode-emoji" title=":thumbs_up:">👍</span> Great discussions and articles as always.</P> Tue, 20 Jan 2026 22:19:09 GMT Raman_Unifeye 2026-01-20T22:19:09Z https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-january-12-18-2026/m-p/144657#M545 <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: 214px;"><img src="https://community.databricks.com/t5/image/serverpage/image-id/23149i0773EEB4CE7980A9/image-dimensions/214x213?v=v2" width="214" height="213" 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">Another week powered by sharp questions, thoughtful solutions, and meaningful knowledge sharing <span class="lia-unicode-emoji" title=":flexed_biceps:">💪</span>.</FONT><BR /></STRONG><BR /><FONT size="4">From technical deep dives to insightful reads, here’s what shaped the community this week <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: #f5f7fa; 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"> This Week’s Contributors</FONT></H3> <P><FONT face="arial,helvetica,sans-serif">&nbsp; &nbsp; &nbsp;These members helped move conversations forward with clarity, context, and helpful follow-ups:</FONT></P> <P>&nbsp; &nbsp; &nbsp;<FONT face="arial,helvetica,sans-serif"><STRONG><a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/110502">@szymon_dybczak</a>&nbsp; |&nbsp; <a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/179607">@Raman_Unifeye</a>&nbsp;&nbsp;</STRONG></FONT></P> <P><FONT face="arial,helvetica,sans-serif"><STRONG>&nbsp; &nbsp; &nbsp;+ Top Brickster contributors:</STRONG></FONT></P> <P><STRONG><FONT face="arial,helvetica,sans-serif">&nbsp; &nbsp; &nbsp;<a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/425">@MoJaMa</a>&nbsp; &nbsp;|&nbsp;&nbsp;<a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/102072">@aleksandra_ch</a>&nbsp;</FONT><BR /><BR /></STRONG></P> </DIV> <DIV style="font-family: Arial, sans-serif; line-height: 1.7;">&nbsp;</DIV> <DIV style="background: #f5f7fa; 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; Articles &amp; Insights</FONT></H3> <P><FONT face="arial,helvetica,sans-serif">&nbsp; &nbsp; &nbsp;A collection of articles and blogs that sparked learning and hands-on understanding across the community<BR /></FONT></P> <UL> <LI><STRONG><FONT size="3" color="#000000">Community Articles</FONT><BR /></STRONG> <UL> <LI><FONT face="arial,helvetica,sans-serif"><FONT size="3" color="#000000"><A class="in-cell-link" href="https://community.databricks.com/t5/community-articles/dashboards-deployment/m-p/144177#M955" target="_blank" rel="noopener">Dashboards deployment</A><BR /></FONT></FONT></LI> <LI><FONT face="arial,helvetica,sans-serif"><FONT size="3" color="#000000"><A class="in-cell-link" href="https://community.databricks.com/t5/community-articles/secure-credit-card-partner-enablement-using-databricks-clean/m-p/143749#M944" target="_blank" rel="noopener">Secure Credit Card Partner Enablement Using Databricks Clean Rooms</A></FONT></FONT></LI> <LI><FONT face="arial,helvetica,sans-serif"><FONT size="3" color="#000000"><A class="in-cell-link" href="https://community.databricks.com/t5/community-articles/mix-shell-with-python/m-p/143810#M945" target="_blank" rel="noopener">Mix Shell with Python</A></FONT></FONT></LI> <LI><FONT face="arial,helvetica,sans-serif"><FONT size="3" color="#000000"><A class="in-cell-link" href="https://community.databricks.com/t5/community-articles/databricks-serverless-compute-performance-cost-and-time-to-value/m-p/143904#M948" target="_blank" rel="noopener">Databricks Serverless Compute: Performance, Cost, and Time-to-Value Explained</A></FONT></FONT></LI> <LI><FONT face="arial,helvetica,sans-serif"><FONT size="3" color="#000000"><A class="in-cell-link" href="https://community.databricks.com/t5/community-articles/window-functions-in-metrics-views/m-p/143893#M946" target="_blank" rel="noopener">Window Functions in Metrics Views</A></FONT></FONT></LI> <LI><FONT size="3" color="#000000"><FONT face="arial,helvetica,sans-serif"><A class="in-cell-link" href="https://community.databricks.com/t5/community-articles/sql-scripting-procedural-logic-in-databricks-sql-without-leaving/m-p/144048#M951" target="_blank" rel="noopener">SQL Scripting - Procedural Logic in Databricks SQL (Without Leaving SQL)</A></FONT></FONT><STRONG><FONT size="3" color="#000000"><SPAN data-sheets-root="1"><BR /></SPAN></FONT></STRONG></LI> </UL> </LI> </UL> <UL> <LI><FONT face="arial,helvetica,sans-serif"><STRONG><FONT size="3" color="#000000"><SPAN data-sheets-root="1">MVP Articles</SPAN></FONT></STRONG></FONT> <UL> <LI><FONT face="arial,helvetica,sans-serif"><FONT size="3" color="#000000"><A class="in-cell-link" href="https://community.databricks.com/t5/mvp-articles/ocr-made-simple-with-databricks-ai-functions/m-p/144064#M5" target="_blank" rel="noopener">OCR Made Simple with Databricks AI Functions</A></FONT></FONT></LI> <LI><FONT face="arial,helvetica,sans-serif"><FONT size="3" color="#000000"><A class="in-cell-link" href="https://community.databricks.com/t5/mvp-articles/dabs-new-plan-version/m-p/144251#M8" target="_blank" rel="noopener">DABS: New Plan Version</A></FONT></FONT></LI> <LI><FONT face="arial,helvetica,sans-serif"><FONT size="3" color="#000000"><A class="in-cell-link" href="https://community.databricks.com/t5/mvp-articles/let-s-talk-about-data-governance/m-p/144285#M9" target="_blank" rel="noopener">Let's talk about Data Governance</A></FONT></FONT></LI> <LI><FONT face="arial,helvetica,sans-serif"><FONT size="3" color="#000000"><A class="in-cell-link" href="https://community.databricks.com/t5/mvp-articles/automate-resource-creation-using-databricks-sdk-for-python-in-vs/m-p/144290#M10" target="_blank" rel="noopener">Automate Resource Creation using Databricks SDK for Python in VS Code</A></FONT></FONT></LI> <LI><FONT face="arial,helvetica,sans-serif"><FONT size="3" color="#000000"><A class="in-cell-link" href="https://community.databricks.com/t5/mvp-articles/databricks-assistant/m-p/144320#M11" target="_blank" rel="noopener">Databricks Assistant</A></FONT></FONT></LI> <LI><FONT face="arial,helvetica,sans-serif"><FONT size="3" color="#000000"><A class="in-cell-link" href="https://community.databricks.com/t5/mvp-articles/agent-skills/m-p/144367#M12" target="_blank" rel="noopener">Agent Skills</A></FONT><STRONG><FONT size="3" color="#000000"><SPAN data-sheets-root="1"><BR /></SPAN></FONT></STRONG></FONT></LI> </UL> </LI> </UL> <UL> <LI><FONT face="arial,helvetica,sans-serif"><STRONG><FONT size="3" color="#000000"><SPAN data-sheets-root="1">Technical Blogs</SPAN></FONT></STRONG></FONT> <UL> <LI><FONT face="arial,helvetica,sans-serif"><FONT size="3" color="#000000"><A class="in-cell-link" href="https://community.databricks.com/t5/technical-blog/10-things-you-no-longer-need-to-think-about-but-if-you-are-here/ba-p/143916" target="_blank" rel="noopener">10 things you no longer need to think about (but if you are, here's how to fix it)</A></FONT></FONT></LI> <LI><FONT face="arial,helvetica,sans-serif"><FONT size="3" color="#000000"><A class="in-cell-link" href="https://community.databricks.com/t5/technical-blog/from-traces-to-evaluation-an-autonomous-mlflow-agent-harness-for/ba-p/143422" target="_blank" rel="noopener">From Traces to Evaluation: An Autonomous MLflow Agent Harness for AI AgentOps</A></FONT></FONT></LI> <LI><FONT face="arial,helvetica,sans-serif"><FONT size="3" color="#000000"><A class="in-cell-link" href="https://community.databricks.com/t5/technical-blog/combining-agent-bricks-and-ai-parse-document-for-smarter/ba-p/143801" target="_blank" rel="noopener">Combining Agent Bricks and ai_parse_document for Smarter Document Workflows</A></FONT></FONT></LI> </UL> </LI> </UL> </DIV> <DIV style="font-family: Arial, sans-serif; line-height: 1.7;">&nbsp;</DIV> <DIV style="background: #f5f7fa; 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> Community Conversations in Focus</FONT></H3> <P><FONT face="arial,helvetica,sans-serif">&nbsp; &nbsp; &nbsp;Threads that shared insights, practical tips, and valuable takeaways:</FONT><STRONG><BR /></STRONG></P> <UL> <LI><FONT face="arial,helvetica,sans-serif"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/data-engineering/how-to-use-install-a-driver-in-spark-declarative-pipelines-etl/m-p/143769#M52223" target="_blank" rel="noopener">How to use/install a driver in Spark Declarative Pipelines (ETL)?</A></SPAN></FONT></LI> <LI><FONT face="arial,helvetica,sans-serif"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/administration-architecture/need-the-cost-explorer/m-p/144020#M4728" target="_blank" rel="noopener">Need the cost explorer</A></SPAN></FONT></LI> <LI><FONT face="arial,helvetica,sans-serif"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/data-engineering/case-insensitive-data/m-p/144156#M52273" target="_blank" rel="noopener">Case insensitive data</A></SPAN></FONT></LI> <LI><FONT face="arial,helvetica,sans-serif"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/data-engineering/databricks-serverless-pipelines-incremental-refresh-doubts/m-p/143459#M52180" target="_blank" rel="noopener">Databricks Serverless Pipelines - Incremental Refresh Doubts</A></SPAN></FONT></LI> <LI><FONT face="arial,helvetica,sans-serif"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/data-engineering/testing-spark-declarative-pipeline-in-docker-container-gt/m-p/143959#M52244" target="_blank" rel="noopener">Testing Spark Declarative Pipeline in Docker Container &gt; PySparkRuntimeError</A></SPAN></FONT></LI> </UL> </DIV> <DIV style="font-family: Arial, sans-serif; line-height: 1.7;">&nbsp;</DIV> <DIV style="background: #f5f7fa; 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> Announcements &amp; Events</FONT></H3> <P><FONT face="arial,helvetica,sans-serif">&nbsp; &nbsp; &nbsp;Recent announcements and events you should know about:</FONT><STRONG><BR /></STRONG></P> <UL> <LI><FONT face="arial,helvetica,sans-serif"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/announcements/learning-series-generative-ai-application-evaluation-and/td-p/144158" target="_blank" rel="noopener">Learning series | Generative AI Application Evaluation and Governance</A></SPAN></FONT></LI> <LI><FONT face="arial,helvetica,sans-serif"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/announcements/solution-accelerator-series-detect-adverse-drug-events-faster/td-p/144014" target="_blank" rel="noopener">Solution Accelerator Series: Detect Adverse Drug Events Faster with Databricks + John Snow Labs</A></SPAN></FONT></LI> <LI><FONT face="arial,helvetica,sans-serif"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/announcements/end-of-year-documentation-update/td-p/143771" target="_blank" rel="noopener">End of Year Documentation Update</A></SPAN></FONT></LI> <LI><FONT face="arial,helvetica,sans-serif"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/announcements/from-zero-to-millions-in-savings-how-str%C3%B6er-transformed/td-p/143905" target="_blank" rel="noopener">From Zero to Millions in Savings: How Ströer Transformed Advertising with Databricks</A></SPAN></FONT></LI> <LI><FONT face="arial,helvetica,sans-serif"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/gujarat/from-data-to-intelligence-genai-on-databricks-feb-22nd/ec-p/144311#M3" target="_blank" rel="noopener">From Data to Intelligence: GenAI on Databricks - Feb 22nd - Event</A></SPAN><BR /></FONT></LI> </UL> </DIV> <DIV style="font-family: Arial, sans-serif; line-height: 1.7;">&nbsp;</DIV> <DIV style="background: #f5f7fa; 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> From Questions to Solutions</FONT></H3> <P><FONT face="arial,helvetica,sans-serif">&nbsp; &nbsp; &nbsp;From Questions to Answers – This Week’s Resolved Posts:</FONT><STRONG><BR /></STRONG></P> <UL> <LI>Write both logging error Pyspark and Python exceptions</LI> <LI><FONT face="arial,helvetica,sans-serif">Is Auto Loader open source now in Apache 4.1 SDP?</FONT></LI> <LI><FONT face="arial,helvetica,sans-serif">Bug Report: SDP (DLT) with autoloader not passing through pipe delimiter/separator</FONT></LI> <LI><FONT face="arial,helvetica,sans-serif">Cluster crashes occasionally but not all of the time</FONT></LI> <LI><FONT face="arial,helvetica,sans-serif">PERMISSION_DENIED: Request for user delegation key is not authorized</FONT></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>This week’s roundup ends here&nbsp;<span class="lia-unicode-emoji" title=":clapping_hands:">👏</span> – see you next week with more Community highlights!&nbsp;<span class="lia-unicode-emoji" title=":hand_with_fingers_splayed:">🖐</span></STRONG></DIV> Tue, 20 Jan 2026 19:45:35 GMT https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-january-12-18-2026/m-p/144657#M545 Advika 2026-01-20T19:45:35Z https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-january-12-18-2026/m-p/144663#M546 <P><a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/152834">@Advika</a>&nbsp;- Thanks for the mention&nbsp;<span class="lia-unicode-emoji" title=":thumbs_up:">👍</span> Great discussions and articles as always.</P> Tue, 20 Jan 2026 22:19:09 GMT https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-january-12-18-2026/m-p/144663#M546 Raman_Unifeye 2026-01-20T22:19:09Z https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-january-12-18-2026/m-p/144733#M547 <P>Awesome!</P> Wed, 21 Jan 2026 11:03:14 GMT https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-january-12-18-2026/m-p/144733#M547 aleksandra_ch 2026-01-21T11:03:14Z https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-january-12-18-2026/m-p/144896#M551 <P>Thanks&nbsp;<a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/152834">@Advika</a>&nbsp;, as always awesome work <span class="lia-unicode-emoji" title=":slightly_smiling_face:">🙂</span></P> Thu, 22 Jan 2026 15:29:33 GMT https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-january-12-18-2026/m-p/144896#M551 szymon_dybczak 2026-01-22T15:29:33Z https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-january-12-18-2026/m-p/145077#M554 <P>Great week filled with Insights and announcements!<BR />Thanks for sharing&nbsp;<a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/152834">@Advika</a>!</P> Sat, 24 Jan 2026 02:26:52 GMT https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-january-12-18-2026/m-p/145077#M554 Sumit_7 2026-01-24T02:26:52Z