topic 🌟 Community Pulse: Your Weekly Roundup! November 07 – 13, 2025 in Announcements https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-november-07-13-2025/m-p/139142#M433 <P>This week was charged – from insightful discussions to Hackathon brilliance, our members showed off their creativity, collaboration, and unmatched Databricks energy!&nbsp;<span class="lia-unicode-emoji" title=":flexed_biceps:">πŸ’ͺ</span><BR />Let’s dive into this week’s highlights <span class="lia-unicode-emoji" title=":backhand_index_pointing_down:">πŸ‘‡</span></P> <P><FONT size="4" color="#FF0000"><STRONG><span class="lia-unicode-emoji" title=":clapping_hands:">πŸ‘</span> Community Stars of the Week</STRONG></FONT></P> <P>Big cheers to everyone who helped make this week shine <span class="lia-unicode-emoji" title=":sparkles:">✨</span>! Your answers, guidance, and fresh ideas keep this community alive&nbsp;<span class="lia-unicode-emoji" title=":raising_hands:">πŸ™Œ</span>:</P> <P><STRONG><a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/155141">@ManojkMohan</a>&nbsp; |&nbsp;&nbsp;<a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/110502">@szymon_dybczak</a>&nbsp; |&nbsp;&nbsp;<a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/193092">@bianca_unifeye</a>&nbsp; |&nbsp;&nbsp;<a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/179536">@Coffee77</a><BR /><BR />+&nbsp;Top Brickster contributors:<BR /></STRONG></P> <P><STRONG><a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/82205">@mark_ott</a>&nbsp; |&nbsp;<a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/34815">@Louis_Frolio</a>&nbsp; |&nbsp; <a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/74780">@KaushalVachhani</a>&nbsp; |&nbsp;<a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/167034">@stbjelcevic</a>&nbsp;</STRONG></P> <HR /> <P><FONT size="4" color="#FF0000"><STRONG><span class="lia-unicode-emoji" title=":laptop_computer:">πŸ’»</span>&nbsp;Free Edition Hackathon Highlights<BR /></STRONG></FONT></P> <UL> <LI><FONT size="3" color="#000000"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/data-engineering/future-of-movie-discovery-how-i-built-an-ai-movie-recommendation/m-p/138841#M51025" target="_blank" rel="noopener">Future of Movie Discovery: How I Built an AI Movie Recommendation Agent on Databricks Free Edition</A></SPAN></FONT></LI> <LI><FONT size="3" color="#000000"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/data-engineering/building-a-theoretical-solar-flare-intelligence-system-for-the/m-p/138956#M51063" target="_blank" rel="noopener">Building a Theoretical Solar Flare Intelligence System for the Databricks Free Edition Hackathon</A></SPAN></FONT></LI> <LI><FONT size="3" color="#000000"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/machine-learning/hackathon-project-recipe-recommendation-engine-with-traditional/m-p/139048#M4441" target="_blank" rel="noopener">Hackathon Project: Recipe Recommendation Engine with Traditional ML + Genie on Databricks Free Edit</A></SPAN></FONT></LI> </UL> <HR /> <P><STRONG><FONT size="4" color="#FF0000"><span class="lia-unicode-emoji" title=":globe_showing_americas:">🌎</span> Announcements &amp; Events</FONT></STRONG></P> <UL> <LI><FONT size="3" color="#000000"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/announcements/big-book-of-data-engineering-get-how-tos-code-snippets-and-real/td-p/138865" target="_blank" rel="noopener">Big Book of Data Engineering - Get how-tos, code snippets and real-world examples</A></SPAN></FONT></LI> <LI><FONT size="3" color="#000000"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/announcements/setup-spark-with-hadoop-anywhere-a-dbr-aligned-local-spark-hdfs/td-p/138989" target="_blank" rel="noopener">Setup Spark with Hadoop Anywhere : A DBR aligned local Spark+HDFS+Hive stack on Docker</A></SPAN></FONT></LI> <LI><FONT size="3" color="#000000"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/omaha-nebraska/omaha-databricks-user-group-meeting-get-started-with-databricks/ec-p/136851#M1" target="_blank" rel="noopener">Omaha Databricks User Group Meeting</A></SPAN></FONT></LI> </UL> <HR /> <P><FONT size="4"><STRONG><FONT color="#FF0000"><span class="lia-unicode-emoji" title=":paperclip:">πŸ“Ž</span> Technical Blogs</FONT></STRONG></FONT></P> <UL> <LI><FONT size="3" color="#000000"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/technical-blog/replace-by-key-with-exploded-data-in-databricks-manual-scd-with/ba-p/138660" target="_blank" rel="noopener">Replace-by-Key with Exploded Data in Databricks: Manual SCD with Explode</A></SPAN></FONT></LI> <LI><FONT size="3" color="#000000"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/technical-blog/a-data-practitioner-s-guide-managing-delta-table-history-data/ba-p/138236" target="_blank" rel="noopener">A Data Practitioner's Guide - Managing Delta Table History, Data Retention and Data Recovery</A></SPAN></FONT></LI> <LI><FONT size="3" color="#000000"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/technical-blog/operationalize-your-lakehouse-lakebase-for-low-latency-apps-amp/ba-p/136294" target="_blank" rel="noopener">Operationalize Your Lakehouse: Lakebase for Low-Latency Apps &amp; APIs</A></SPAN></FONT></LI> <LI><FONT size="3" color="#000000"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/technical-blog/how-to-deploy-metric-views-with-dabs/ba-p/138432" target="_blank" rel="noopener">How to Deploy Metric Views with DABs</A></SPAN></FONT></LI> <LI><FONT size="3" color="#000000"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/technical-blog/from-hackathon-to-impact-building-a-data-driven-forecasting-app/ba-p/137431" target="_blank" rel="noopener">From Hackathon to Impact: Building a Data-Driven Forecasting App on Databricks</A></SPAN></FONT></LI> <LI><FONT size="3" color="#000000"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/technical-blog/how-to-accelerate-databricks-sql-migration-using-brickmod-and-ai/ba-p/134923" target="_blank" rel="noopener">How to Accelerate Databricks SQL Migration Using BrickMod and AI</A></SPAN></FONT></LI> </UL> <HR /> <P><FONT size="4" color="#FF0000"><STRONG><span class="lia-unicode-emoji" title=":linked_paperclips:">πŸ–‡</span> Community Articles</STRONG></FONT></P> <UL> <LI><FONT size="3" color="#000000"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/community-articles/my-first-month-learning-databricks-key-takeaways-so-far/td-p/138520" target="_blank" rel="noopener">My First Month Learning Databricks - Key Takeaways So Far.</A></SPAN></FONT></LI> <LI><FONT size="3" color="#000000"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/data-engineering/optimizing-delta-table-writes-for-massive-datasets-in-databricks/m-p/138278#M50893" target="_blank" rel="noopener">Optimizing Delta Table Writes for Massive Datasets in Databricks</A></SPAN></FONT></LI> <LI><FONT size="3" color="#000000"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/houston/how-to-enforce-dynamic-data-masking-and-access-control-directly/m-p/138449#M140" target="_blank" rel="noopener">How to enforce dynamic data Masking and access control directly in Databricks Unity Catalog</A></SPAN></FONT></LI> <LI><FONT size="3" color="#000000"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/community-articles/how-upgrading-to-databricks-runtime-16-4-sped-up-our-python/m-p/138640#M50985" target="_blank" rel="noopener">How Upgrading to Databricks Runtime 16.4 sped up our Python script by 10x</A></SPAN></FONT></LI> <LI><FONT size="3" color="#000000"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/community-articles/control-databricks-costs-with-ai-amp-bi-dashboards-video-summary/m-p/138619#M773" target="_blank" rel="noopener">Control Databricks Costs with AI &amp; BI Dashboards - Video Summary</A></SPAN></FONT></LI> </UL> <HR /> <P><FONT color="#FF0000"><STRONG><FONT size="4"><span class="lia-unicode-emoji" title=":speech_balloon:">πŸ’¬</span>&nbsp;Hot Discussions</FONT></STRONG></FONT></P> <UL> <LI><FONT size="3" color="#000000"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/data-engineering/databricks-apps-pricing/m-p/138086#M50857" target="_blank" rel="noopener">Databricks Apps pricing</A></SPAN></FONT></LI> <LI><FONT size="3" color="#000000"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/generative-ai/agentbricks-multi-agent-supervisor-issue/m-p/135922#M1271" target="_blank" rel="noopener">AgentBricks - Multi Agent Supervisor Issue</A></SPAN></FONT></LI> <LI><FONT size="3" color="#000000"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/data-engineering/does-vacuum-on-delta-lake-also-clean-iceberg-metadata-when-using/m-p/138253#M50888" target="_blank" rel="noopener">Does VACUUM on Delta Lake also clean Iceberg metadata when using Iceberg Uniform feature?</A></SPAN></FONT></LI> <LI><FONT size="3" color="#000000"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/machine-learning/what-are-the-key-challenges-in-developing-etl-pipelines-using/m-p/138528#M4424" target="_blank" rel="noopener">What Are the Key Challenges in Developing ETL Pipelines Using Databricks?</A></SPAN></FONT></LI> <LI><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/data-engineering/when-working-with-large-data-sets-in-databricks-what-are-best/m-p/138863#M3888" target="_blank" rel="noopener">When working with large data sets in Databricks, what are best practices to avoid memory out-of-memo</A></SPAN></LI> <LI><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/generative-ai/measuring-latency-metrics-like-ttft-tbt-when-deploying-agents-on/m-p/138208#M1357" target="_blank" rel="noopener">Measuring latency metrics like TTFT, TBT when deploying agents on Databricks</A></SPAN></LI> </UL> <HR /> <P><FONT size="4" color="#FF0000"><STRONG><span class="lia-unicode-emoji" title=":magnifying_glass_tilted_left:">πŸ”</span> Feedback Corner</STRONG></FONT></P> <UL> <LI><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/generative-ai/why-agent-bricks-is-a-game-changer/m-p/138940#M1393" target="_blank" rel="noopener">Why Agent Bricks Is a Game Changer</A></SPAN></LI> <LI><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/data-engineering/looking-for-suggestions-designed-a-decision-tree-to-recommend/m-p/138101#M50863" target="_blank" rel="noopener">Looking for Suggestions: Designed a Decision Tree to Recommend Optimal VM Types for Workloads</A></SPAN></LI> <LI><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/data-engineering/databricks-asset-bundles-high-level-diagrams-flow/m-p/138258#M50889" target="_blank" rel="noopener">Databricks Asset Bundles - High Level Diagrams Flow</A></SPAN></LI> </UL> <HR /> <P><SPAN data-sheets-root="1"><FONT size="4"><STRONG><FONT color="#FF0000"><span class="lia-unicode-emoji" title=":white_heavy_check_mark:">βœ…</span> Top Resolved Posts</FONT></STRONG></FONT><BR />&nbsp; &nbsp; The community worked together to solve challenges and bring solutions this week:<BR /></SPAN></P> <UL> <LI><FONT size="3" color="#000000"><SPAN data-sheets-root="1">DATA_SOURCE_NOT_FOUND Error with MongoDB (Suggestions in other similar posts have not worked)</SPAN></FONT></LI> <LI><FONT size="3" color="#000000"><SPAN data-sheets-root="1">DQX usage outside Databricks</SPAN></FONT></LI> <LI><FONT size="3" color="#000000"><SPAN data-sheets-root="1">Where are GPT-5 and Gemini in Azure Databricks?</SPAN></FONT></LI> <LI><FONT size="3" color="#000000"><SPAN data-sheets-root="1">Delta live table not showing in workspace (Azure databricks with premium plan..)<BR /></SPAN></FONT></LI> <LI><FONT size="3" color="#000000"><SPAN data-sheets-root="1">MERGE operation not performing data skipping with liquid clustering on key columns</SPAN></FONT></LI> </UL> <P>&nbsp;</P> <HR /> <P data-start="51" data-end="268">Keep the energy high – if we missed tagging you this week, make sure next week’s spotlight shines on you&nbsp;<span class="lia-unicode-emoji" title=":beaming_face_with_smiling_eyes:">😁</span>! <BR />Stay tuned, and a <STRONG>BIG THANK YOU</STRONG> to everyone for making this Community a place of growth and collaboration<span class="lia-unicode-emoji" title=":clapping_hands:">πŸ‘</span><span class="lia-unicode-emoji" title=":grinning_face_with_big_eyes:">πŸ˜ƒ</span>.</P> Fri, 14 Nov 2025 20:10:10 GMT Advika 2025-11-14T20:10:10Z 🌟 Community Pulse: Your Weekly Roundup! November 07 – 13, 2025 https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-november-07-13-2025/m-p/139142#M433 <P>This week was charged – from insightful discussions to Hackathon brilliance, our members showed off their creativity, collaboration, and unmatched Databricks energy!&nbsp;<span class="lia-unicode-emoji" title=":flexed_biceps:">πŸ’ͺ</span><BR />Let’s dive into this week’s highlights <span class="lia-unicode-emoji" title=":backhand_index_pointing_down:">πŸ‘‡</span></P> <P><FONT size="4" color="#FF0000"><STRONG><span class="lia-unicode-emoji" title=":clapping_hands:">πŸ‘</span> Community Stars of the Week</STRONG></FONT></P> <P>Big cheers to everyone who helped make this week shine <span class="lia-unicode-emoji" title=":sparkles:">✨</span>! Your answers, guidance, and fresh ideas keep this community alive&nbsp;<span class="lia-unicode-emoji" title=":raising_hands:">πŸ™Œ</span>:</P> <P><STRONG><a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/155141">@ManojkMohan</a>&nbsp; |&nbsp;&nbsp;<a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/110502">@szymon_dybczak</a>&nbsp; |&nbsp;&nbsp;<a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/193092">@bianca_unifeye</a>&nbsp; |&nbsp;&nbsp;<a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/179536">@Coffee77</a><BR /><BR />+&nbsp;Top Brickster contributors:<BR /></STRONG></P> <P><STRONG><a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/82205">@mark_ott</a>&nbsp; |&nbsp;<a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/34815">@Louis_Frolio</a>&nbsp; |&nbsp; <a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/74780">@KaushalVachhani</a>&nbsp; |&nbsp;<a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/167034">@stbjelcevic</a>&nbsp;</STRONG></P> <HR /> <P><FONT size="4" color="#FF0000"><STRONG><span class="lia-unicode-emoji" title=":laptop_computer:">πŸ’»</span>&nbsp;Free Edition Hackathon Highlights<BR /></STRONG></FONT></P> <UL> <LI><FONT size="3" color="#000000"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/data-engineering/future-of-movie-discovery-how-i-built-an-ai-movie-recommendation/m-p/138841#M51025" target="_blank" rel="noopener">Future of Movie Discovery: How I Built an AI Movie Recommendation Agent on Databricks Free Edition</A></SPAN></FONT></LI> <LI><FONT size="3" color="#000000"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/data-engineering/building-a-theoretical-solar-flare-intelligence-system-for-the/m-p/138956#M51063" target="_blank" rel="noopener">Building a Theoretical Solar Flare Intelligence System for the Databricks Free Edition Hackathon</A></SPAN></FONT></LI> <LI><FONT size="3" color="#000000"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/machine-learning/hackathon-project-recipe-recommendation-engine-with-traditional/m-p/139048#M4441" target="_blank" rel="noopener">Hackathon Project: Recipe Recommendation Engine with Traditional ML + Genie on Databricks Free Edit</A></SPAN></FONT></LI> </UL> <HR /> <P><STRONG><FONT size="4" color="#FF0000"><span class="lia-unicode-emoji" title=":globe_showing_americas:">🌎</span> Announcements &amp; Events</FONT></STRONG></P> <UL> <LI><FONT size="3" color="#000000"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/announcements/big-book-of-data-engineering-get-how-tos-code-snippets-and-real/td-p/138865" target="_blank" rel="noopener">Big Book of Data Engineering - Get how-tos, code snippets and real-world examples</A></SPAN></FONT></LI> <LI><FONT size="3" color="#000000"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/announcements/setup-spark-with-hadoop-anywhere-a-dbr-aligned-local-spark-hdfs/td-p/138989" target="_blank" rel="noopener">Setup Spark with Hadoop Anywhere : A DBR aligned local Spark+HDFS+Hive stack on Docker</A></SPAN></FONT></LI> <LI><FONT size="3" color="#000000"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/omaha-nebraska/omaha-databricks-user-group-meeting-get-started-with-databricks/ec-p/136851#M1" target="_blank" rel="noopener">Omaha Databricks User Group Meeting</A></SPAN></FONT></LI> </UL> <HR /> <P><FONT size="4"><STRONG><FONT color="#FF0000"><span class="lia-unicode-emoji" title=":paperclip:">πŸ“Ž</span> Technical Blogs</FONT></STRONG></FONT></P> <UL> <LI><FONT size="3" color="#000000"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/technical-blog/replace-by-key-with-exploded-data-in-databricks-manual-scd-with/ba-p/138660" target="_blank" rel="noopener">Replace-by-Key with Exploded Data in Databricks: Manual SCD with Explode</A></SPAN></FONT></LI> <LI><FONT size="3" color="#000000"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/technical-blog/a-data-practitioner-s-guide-managing-delta-table-history-data/ba-p/138236" target="_blank" rel="noopener">A Data Practitioner's Guide - Managing Delta Table History, Data Retention and Data Recovery</A></SPAN></FONT></LI> <LI><FONT size="3" color="#000000"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/technical-blog/operationalize-your-lakehouse-lakebase-for-low-latency-apps-amp/ba-p/136294" target="_blank" rel="noopener">Operationalize Your Lakehouse: Lakebase for Low-Latency Apps &amp; APIs</A></SPAN></FONT></LI> <LI><FONT size="3" color="#000000"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/technical-blog/how-to-deploy-metric-views-with-dabs/ba-p/138432" target="_blank" rel="noopener">How to Deploy Metric Views with DABs</A></SPAN></FONT></LI> <LI><FONT size="3" color="#000000"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/technical-blog/from-hackathon-to-impact-building-a-data-driven-forecasting-app/ba-p/137431" target="_blank" rel="noopener">From Hackathon to Impact: Building a Data-Driven Forecasting App on Databricks</A></SPAN></FONT></LI> <LI><FONT size="3" color="#000000"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/technical-blog/how-to-accelerate-databricks-sql-migration-using-brickmod-and-ai/ba-p/134923" target="_blank" rel="noopener">How to Accelerate Databricks SQL Migration Using BrickMod and AI</A></SPAN></FONT></LI> </UL> <HR /> <P><FONT size="4" color="#FF0000"><STRONG><span class="lia-unicode-emoji" title=":linked_paperclips:">πŸ–‡</span> Community Articles</STRONG></FONT></P> <UL> <LI><FONT size="3" color="#000000"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/community-articles/my-first-month-learning-databricks-key-takeaways-so-far/td-p/138520" target="_blank" rel="noopener">My First Month Learning Databricks - Key Takeaways So Far.</A></SPAN></FONT></LI> <LI><FONT size="3" color="#000000"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/data-engineering/optimizing-delta-table-writes-for-massive-datasets-in-databricks/m-p/138278#M50893" target="_blank" rel="noopener">Optimizing Delta Table Writes for Massive Datasets in Databricks</A></SPAN></FONT></LI> <LI><FONT size="3" color="#000000"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/houston/how-to-enforce-dynamic-data-masking-and-access-control-directly/m-p/138449#M140" target="_blank" rel="noopener">How to enforce dynamic data Masking and access control directly in Databricks Unity Catalog</A></SPAN></FONT></LI> <LI><FONT size="3" color="#000000"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/community-articles/how-upgrading-to-databricks-runtime-16-4-sped-up-our-python/m-p/138640#M50985" target="_blank" rel="noopener">How Upgrading to Databricks Runtime 16.4 sped up our Python script by 10x</A></SPAN></FONT></LI> <LI><FONT size="3" color="#000000"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/community-articles/control-databricks-costs-with-ai-amp-bi-dashboards-video-summary/m-p/138619#M773" target="_blank" rel="noopener">Control Databricks Costs with AI &amp; BI Dashboards - Video Summary</A></SPAN></FONT></LI> </UL> <HR /> <P><FONT color="#FF0000"><STRONG><FONT size="4"><span class="lia-unicode-emoji" title=":speech_balloon:">πŸ’¬</span>&nbsp;Hot Discussions</FONT></STRONG></FONT></P> <UL> <LI><FONT size="3" color="#000000"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/data-engineering/databricks-apps-pricing/m-p/138086#M50857" target="_blank" rel="noopener">Databricks Apps pricing</A></SPAN></FONT></LI> <LI><FONT size="3" color="#000000"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/generative-ai/agentbricks-multi-agent-supervisor-issue/m-p/135922#M1271" target="_blank" rel="noopener">AgentBricks - Multi Agent Supervisor Issue</A></SPAN></FONT></LI> <LI><FONT size="3" color="#000000"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/data-engineering/does-vacuum-on-delta-lake-also-clean-iceberg-metadata-when-using/m-p/138253#M50888" target="_blank" rel="noopener">Does VACUUM on Delta Lake also clean Iceberg metadata when using Iceberg Uniform feature?</A></SPAN></FONT></LI> <LI><FONT size="3" color="#000000"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/machine-learning/what-are-the-key-challenges-in-developing-etl-pipelines-using/m-p/138528#M4424" target="_blank" rel="noopener">What Are the Key Challenges in Developing ETL Pipelines Using Databricks?</A></SPAN></FONT></LI> <LI><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/data-engineering/when-working-with-large-data-sets-in-databricks-what-are-best/m-p/138863#M3888" target="_blank" rel="noopener">When working with large data sets in Databricks, what are best practices to avoid memory out-of-memo</A></SPAN></LI> <LI><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/generative-ai/measuring-latency-metrics-like-ttft-tbt-when-deploying-agents-on/m-p/138208#M1357" target="_blank" rel="noopener">Measuring latency metrics like TTFT, TBT when deploying agents on Databricks</A></SPAN></LI> </UL> <HR /> <P><FONT size="4" color="#FF0000"><STRONG><span class="lia-unicode-emoji" title=":magnifying_glass_tilted_left:">πŸ”</span> Feedback Corner</STRONG></FONT></P> <UL> <LI><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/generative-ai/why-agent-bricks-is-a-game-changer/m-p/138940#M1393" target="_blank" rel="noopener">Why Agent Bricks Is a Game Changer</A></SPAN></LI> <LI><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/data-engineering/looking-for-suggestions-designed-a-decision-tree-to-recommend/m-p/138101#M50863" target="_blank" rel="noopener">Looking for Suggestions: Designed a Decision Tree to Recommend Optimal VM Types for Workloads</A></SPAN></LI> <LI><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/data-engineering/databricks-asset-bundles-high-level-diagrams-flow/m-p/138258#M50889" target="_blank" rel="noopener">Databricks Asset Bundles - High Level Diagrams Flow</A></SPAN></LI> </UL> <HR /> <P><SPAN data-sheets-root="1"><FONT size="4"><STRONG><FONT color="#FF0000"><span class="lia-unicode-emoji" title=":white_heavy_check_mark:">βœ…</span> Top Resolved Posts</FONT></STRONG></FONT><BR />&nbsp; &nbsp; The community worked together to solve challenges and bring solutions this week:<BR /></SPAN></P> <UL> <LI><FONT size="3" color="#000000"><SPAN data-sheets-root="1">DATA_SOURCE_NOT_FOUND Error with MongoDB (Suggestions in other similar posts have not worked)</SPAN></FONT></LI> <LI><FONT size="3" color="#000000"><SPAN data-sheets-root="1">DQX usage outside Databricks</SPAN></FONT></LI> <LI><FONT size="3" color="#000000"><SPAN data-sheets-root="1">Where are GPT-5 and Gemini in Azure Databricks?</SPAN></FONT></LI> <LI><FONT size="3" color="#000000"><SPAN data-sheets-root="1">Delta live table not showing in workspace (Azure databricks with premium plan..)<BR /></SPAN></FONT></LI> <LI><FONT size="3" color="#000000"><SPAN data-sheets-root="1">MERGE operation not performing data skipping with liquid clustering on key columns</SPAN></FONT></LI> </UL> <P>&nbsp;</P> <HR /> <P data-start="51" data-end="268">Keep the energy high – if we missed tagging you this week, make sure next week’s spotlight shines on you&nbsp;<span class="lia-unicode-emoji" title=":beaming_face_with_smiling_eyes:">😁</span>! <BR />Stay tuned, and a <STRONG>BIG THANK YOU</STRONG> to everyone for making this Community a place of growth and collaboration<span class="lia-unicode-emoji" title=":clapping_hands:">πŸ‘</span><span class="lia-unicode-emoji" title=":grinning_face_with_big_eyes:">πŸ˜ƒ</span>.</P> Fri, 14 Nov 2025 20:10:10 GMT https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-november-07-13-2025/m-p/139142#M433 Advika 2025-11-14T20:10:10Z Re: 🌟 Community Pulse: Your Weekly Roundup! November 07 – 13, 2025 https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-november-07-13-2025/m-p/139161#M434 <P>Thanks for mentioning! Very appreciated&nbsp;<span class="lia-unicode-emoji" title=":winking_face:">πŸ˜‰</span></P> Sat, 15 Nov 2025 09:29:35 GMT https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-november-07-13-2025/m-p/139161#M434 Coffee77 2025-11-15T09:29:35Z Re: 🌟 Community Pulse: Your Weekly Roundup! November 07 – 13, 2025 https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-november-07-13-2025/m-p/139206#M435 <P>Thanks for the shoutout,&nbsp;<a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/152834">@Advika</a>. Appreciate it!</P> Sun, 16 Nov 2025 09:12:20 GMT https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-november-07-13-2025/m-p/139206#M435 KaushalVachhani 2025-11-16T09:12:20Z Re: 🌟 Community Pulse: Your Weekly Roundup! November 07 – 13, 2025 https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-november-07-13-2025/m-p/139580#M436 <P>Thanks&nbsp;<a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/152834">@Advika</a>&nbsp;, and Databricks Community!&nbsp;</P><P>Thank you so much for featuring my app FMD – Future of Movie Discovery!<BR />I really appreciate the shout-out and the encouragement from the community.<BR />FMD was built on Databricks Free Edition as a fun experiment to show how data + AI can make movie recommendations more personal and intelligent.<BR />It means a lot to see it recognized β€” thank you for helping it reach more people!</P> Tue, 18 Nov 2025 23:10:15 GMT https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-november-07-13-2025/m-p/139580#M436 Brahmareddy 2025-11-18T23:10:15Z