https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-september-07-13-2026/m-p/168976#M1079 <DIV style="font-family: Arial, sans-serif; max-width: 900px; margin: auto; color: #0b2026; line-height: 1.6;"> <DIV style="background-color: #0b2026; border-radius: 12px; padding: 35px; margin-bottom: 40px; text-align: left; position: relative;"><span class="lia-inline-image-display-wrapper lia-image-align-right" image-alt="Untitled design (12).png" style="width: 248px;"><img src="https://community.databricks.com/t5/image/serverpage/image-id/25594i7FCB596E1C4E4F2F/image-dimensions/248x247?v=v2" width="248" height="247" role="button" title="Untitled design (12).png" alt="Untitled design (12).png" /></span> <DIV style="color: #ff3621; font-size: 13px; font-weight: bold; text-transform: uppercase; letter-spacing: 1.5px; margin-bottom: 10px;">The Weekly Digest • September 7 – September 13</DIV> <H1 style="margin: 0 0 10px 0; color: #f9f7f4; font-size: 36px; letter-spacing: -0.5px;">Community Pulse</H1> <P style="margin: 0; font-size: 18px; color: #eeede9;">A new week, a fresh wave of articles, answers, and discussions. Here's your weekly catch-up. <span class="lia-unicode-emoji" title=":rolled_up_newspaper:">🗞</span><span class="lia-unicode-emoji" title=":speech_balloon:">💬</span></P> </DIV> <DIV> <H3 style="margin-top: 0; color: #0b2026; font-size: 22px; margin-bottom: 15px;"><span class="lia-unicode-emoji" title=":sports_medal:">🏅</span><FONT face="helvetica" color="#000000"> This Week's <FONT color="#FF0000">Community</FONT> Stars<FONT color="#FF0000"><BR /></FONT></FONT></H3> <P style="margin-top: 0; color: #0b2026; font-size: 16px; margin-bottom: 20px;">&nbsp; The members who showed up and made a difference this week&nbsp;<span class="lia-unicode-emoji" title=":clapping_hands:">👏</span>:</P> <DIV style="display: flex; flex-wrap: wrap; gap: 15px; margin-bottom: 30px;"> <DIV style="display: flex; justify-content: center; align-items: center; background-color: #eeede9; padding: 10px 25px; border-radius: 50px; border: 1px solid #ff3621; min-width: 140px; box-shadow: 0 2px 8px rgba(255,54,33,0.18);"><SPAN><STRONG><a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/250262">@data_pulse</a></STRONG></SPAN></DIV> <DIV style="display: flex; justify-content: center; align-items: center; background-color: #eeede9; padding: 10px 25px; border-radius: 50px; border: 1px solid #ff3621; min-width: 140px; box-shadow: 0 2px 8px rgba(255,54,33,0.18);"><SPAN><STRONG><a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/250064">@Satyasai</a></STRONG></SPAN></DIV> <DIV style="display: flex; justify-content: center; align-items: center; background-color: #eeede9; padding: 10px 25px; border-radius: 50px; border: 1px solid #ff3621; min-width: 140px; box-shadow: 0 2px 8px rgba(255,54,33,0.18);"><SPAN><STRONG><a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/210897">@balajij8</a></STRONG></SPAN></DIV> <DIV style="display: flex; justify-content: center; align-items: center; background-color: #eeede9; padding: 10px 25px; border-radius: 50px; border: 1px solid #ff3621; min-width: 140px; box-shadow: 0 2px 8px rgba(255,54,33,0.18);"><SPAN><STRONG><a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/249473">@ivanvyd</a></STRONG></SPAN></DIV> <DIV style="display: flex; justify-content: center; align-items: center; background-color: #eeede9; padding: 10px 25px; border-radius: 50px; border: 1px solid #ff3621; min-width: 140px; box-shadow: 0 2px 8px rgba(255,54,33,0.18);"><SPAN><STRONG><a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/248581">@Islam_hoti</a></STRONG></SPAN></DIV> </DIV> <P style="margin-top: 20px; margin-bottom: 15px; color: #0b2026; font-size: 16px;"><STRONG>+ Top Brickster contributor:</STRONG></P> <DIV style="display: flex; flex-wrap: wrap; gap: 15px; margin-bottom: 20px;"> <DIV style="display: flex; justify-content: center; align-items: center; background-color: #eeede9; padding: 10px 25px; border-radius: 50px; border: 1px solid #0b2026; min-width: 140px; box-shadow: 0 2px 8px rgba(11,32,38,0.15);"><SPAN><STRONG><a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/216690">@Ashwin_DSA</a></STRONG></SPAN></DIV> </DIV> <P style="font-size: 13px; color: #0b2026; margin: 0; opacity: 0.8;"><EM>Note: Names are listed in no particular order.</EM></P> </DIV> <DIV style="display: flex; align-items: center; margin: 28px 0;"> <DIV style="width: 36px; height: 5px; background-color: #ff3621; border-radius: 4px; flex-shrink: 0;">&nbsp;</DIV> <DIV style="flex-grow: 1; height: 2px; background-color: #eeede9; margin-left: 12px; border-radius: 4px;">&nbsp;</DIV> </DIV> <DIV> <H3 style="margin-top: 0; color: #0b2026; font-size: 22px; margin-bottom: 25px;"><span class="lia-unicode-emoji" title=":open_book:">📖</span> <FONT color="#FF0000">Knowledge</FONT> Hub</H3> <DIV style="display: flex; flex-wrap: wrap; gap: 16px;"> <DIV style="flex: 1 1 calc(50% - 20px); min-width: 220px; border-radius: 10px; overflow: hidden; box-shadow: 0 2px 10px rgba(11,32,38,0.08); border: 1px solid #eeede9; display: flex; flex-direction: column; height: 100%;"> <DIV style="background-color: #f59e0b; padding: 10px 20px; display: flex; align-items: center; flex-shrink: 0;"> <H4 style="margin: 0; color: #f9f7f4; font-size: 15px; font-weight: bold;"><span class="lia-unicode-emoji" title=":writing_hand:">✍️</span>&nbsp;Community &amp; Lakebase Articles</H4> </DIV> <DIV style="background-color: #f9f7f4; padding: 20px; flex: 1;"> <UL style="margin: 0; padding: 0; list-style: none; color: #0b2026;"> <LI style="list-style: none; border-bottom: 1px solid rgba(11,32,38,0.07); padding: 8px 2px;"><SPAN>●</SPAN>&nbsp;&nbsp;<A class="in-cell-link" style="color: #0b2026; text-decoration: none; font-size: 14px; line-height: 1.5; vertical-align: middle;" href="https://community.databricks.com/t5/community-articles/stop-asking-an-llm-judge-questions-your-code-can-answer/m-p/167858#M1539" target="_blank" rel="noopener">Stop Asking an LLM Judge Questions Your Code Can Answer&nbsp;<SPAN>↗</SPAN></A></LI> <LI style="list-style: none; border-bottom: 1px solid rgba(11,32,38,0.07); padding: 8px 2px;"><SPAN>●</SPAN>&nbsp;&nbsp;<A class="in-cell-link" style="color: #0b2026; text-decoration: none; font-size: 14px; line-height: 1.5; vertical-align: middle;" href="https://community.databricks.com/t5/community-articles/nexa-genie-is-a-minute-away/m-p/168271#M1549" target="_blank" rel="noopener">Nexa: Genie is a Minute Away&nbsp;<SPAN>↗</SPAN></A></LI> <LI style="list-style: none; border-bottom: 1px solid rgba(11,32,38,0.07); padding: 8px 2px;"><SPAN>●</SPAN>&nbsp;&nbsp;<A class="in-cell-link" style="color: #0b2026; text-decoration: none; font-size: 14px; line-height: 1.5; vertical-align: middle;" href="https://community.databricks.com/t5/community-articles/task-success-is-not-routing-health-a-databricks-smart-routing/m-p/168432#M1555" target="_blank" rel="noopener">Task Success is not Routing Health: a Databricks Smart Routing Case Study&nbsp;<SPAN>↗</SPAN></A></LI> <LI style="list-style: none; border-bottom: 1px solid rgba(11,32,38,0.07); padding: 8px 2px;"><SPAN>●</SPAN>&nbsp;&nbsp;<A class="in-cell-link" style="color: #0b2026; text-decoration: none; font-size: 14px; line-height: 1.5; vertical-align: middle;" href="https://community.databricks.com/t5/community-articles/kedro-meets-the-lakehouse-rebuilding-an-real-world-evidence/m-p/167832#M1537" target="_blank" rel="noopener">Kedro Meets the Lakehouse: Rebuilding an Real World Evidence Pipeline on Databricks&nbsp;<SPAN>↗</SPAN></A></LI> <LI style="list-style: none; border-bottom: 1px solid rgba(11,32,38,0.07); padding: 8px 2px;"><SPAN>●</SPAN>&nbsp;&nbsp;<A class="in-cell-link" style="color: #0b2026; text-decoration: none; font-size: 14px; line-height: 1.5; vertical-align: middle;" href="https://community.databricks.com/t5/community-articles/solution-accelerator-series-simplifying-product-onboarding-with/m-p/167901#M1542" target="_blank" rel="noopener">Solution Accelerator Series | Simplifying Product Onboarding With Generative AI&nbsp;<SPAN>↗</SPAN></A></LI> <LI style="list-style: none; border-bottom: 1px solid rgba(11,32,38,0.07); padding: 8px 2px;"><SPAN>●</SPAN>&nbsp;&nbsp;<A class="in-cell-link" style="color: #0b2026; text-decoration: none; font-size: 14px; line-height: 1.5; vertical-align: middle;" href="https://community.databricks.com/t5/community-articles/learn-databricks-lakeflow-ingest-orchestrate-and-build-pipelines/m-p/168071#M1546" target="_blank" rel="noopener">Learn Databricks Lakeflow | Ingest, Orchestrate, and Build pipelines on one platform.&nbsp;<SPAN>↗</SPAN></A></LI> <LI style="list-style: none; border-bottom: 1px solid rgba(11,32,38,0.07); padding: 8px 2px;"><SPAN>●</SPAN>&nbsp;&nbsp;<A class="in-cell-link" style="color: #0b2026; text-decoration: none; font-size: 14px; line-height: 1.5; vertical-align: middle;" href="https://community.databricks.com/t5/community-articles/materialized-views-vs-streaming-tables-in-databricks-a-practical/m-p/168201#M1548" target="_blank" rel="noopener">Materialized Views vs Streaming Tables in Databricks: A Practical Guide for Data Engineers&nbsp;<SPAN>↗</SPAN></A></LI> <LI style="list-style: none; border-bottom: 1px solid rgba(11,32,38,0.07); padding: 8px 2px;"><SPAN>●</SPAN>&nbsp;&nbsp;<A class="in-cell-link" style="color: #0b2026; text-decoration: none; font-size: 14px; line-height: 1.5; vertical-align: middle;" href="https://community.databricks.com/t5/community-articles/the-missing-correlation-layer-in-databricks-modelops-building-an/m-p/168476#M1556" target="_blank" rel="noopener">The Missing Correlation Layer in Databricks ModelOps | Building an AI Health Control Plane for DBx&nbsp;<SPAN>↗</SPAN></A></LI> <LI style="list-style: none; border-bottom: 1px solid rgba(11,32,38,0.07); padding: 8px 2px;"><SPAN>●</SPAN>&nbsp;&nbsp;<A class="in-cell-link" style="color: #0b2026; text-decoration: none; font-size: 14px; line-height: 1.5; vertical-align: middle;" href="https://community.databricks.com/t5/community-articles/where-omnigent-fits-alongside-chatgpt-work-claude-cowork-and/m-p/168333#M1552" target="_blank" rel="noopener">Where Omnigent Fits Alongside ChatGPT Work, Claude Cowork and Cursor Projects&nbsp;<SPAN>↗</SPAN></A></LI> <LI style="list-style: none; border-bottom: 1px solid rgba(11,32,38,0.07); padding: 8px 2px;"><SPAN>●</SPAN>&nbsp;&nbsp;<A class="in-cell-link" style="color: #0b2026; text-decoration: none; font-size: 14px; line-height: 1.5; vertical-align: middle;" href="https://community.databricks.com/t5/lakebase-articles/announcement-autoscaling-lakebase-postgres/m-p/168381#M79" target="_blank" rel="noopener">Autoscaling Lakebase Postgres&nbsp;<SPAN>↗</SPAN></A></LI> </UL> </DIV> </DIV> </DIV> </DIV> <DIV style="display: flex; align-items: center; margin: 28px 0;"> <DIV style="width: 36px; height: 5px; background-color: #0b2026; border-radius: 4px; flex-shrink: 0;">&nbsp;</DIV> <DIV style="flex-grow: 1; height: 2px; background-color: #eeede9; margin-left: 12px; border-radius: 4px;">&nbsp;</DIV> </DIV> <DIV> <H3 style="margin-top: 0; color: #0b2026; font-size: 22px; margin-bottom: 25px;"><span class="lia-unicode-emoji" title=":pushpin:">📌</span> Technical <FONT color="#FF0000">Blogs</FONT></H3> <TABLE style="width: 100%; border-collapse: collapse; border: none; table-layout: fixed;" border="0" width="100%" cellspacing="0" cellpadding="0"> <TBODY> <TR> <TD width="33%" valign="top" style="border: none; width: 33%; vertical-align: top; padding: 8px; word-break: break-word; overflow-wrap: break-word;"> <DIV style="background: #fff; border-radius: 10px; overflow: hidden; box-shadow: 0 2px 10px rgba(11,32,38,0.08);"> <DIV style="height: 146px; background: linear-gradient(135deg,#1c3d50 0%,#0b2026 100%); text-align: center; border-bottom: 3px solid #ff3621;"><span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="Agentic_Apps_Architecture.001.png" style="width: 999px;"><img src="https://community.databricks.com/t5/image/serverpage/image-id/31241i2AA21760AF0B7A82/image-size/large?v=v2&amp;px=999" role="button" title="Agentic_Apps_Architecture.001.png" alt="Agentic_Apps_Architecture.001.png" /></span><!-- ADD IMAGE (16:9) --></DIV> <DIV style="padding: 16px 18px 18px;"> <DIV style="color: #ff3621; font-size: 10px; font-weight: bold; text-transform: uppercase; letter-spacing: 1.2px; margin-bottom: 8px;">Technical Blog</DIV> <A class="in-cell-link" style="display: block; color: #0b2026; text-decoration: none; font-size: 15px; line-height: 1.4; font-weight: bold; letter-spacing: -0.2px; word-break: break-word; overflow-wrap: break-word; margin-bottom: 12px;" href="https://community.databricks.com/t5/technical-blog/building-stateful-agents-on-lakebase/ba-p/165286" target="_blank" rel="noopener">Building Stateful Agents on Lakebase</A><A class="in-cell-link" style="color: #ff3621; text-decoration: none; font-size: 13px; font-weight: 600;" href="https://community.databricks.com/t5/technical-blog/building-stateful-agents-on-lakebase/ba-p/165286" target="_blank" rel="noopener">Read article&nbsp;<SPAN>→</SPAN></A></DIV> </DIV> </TD> <TD width="33%" valign="top" style="border: none; width: 33%; vertical-align: top; padding: 8px; word-break: break-word; overflow-wrap: break-word;"> <DIV style="background: #fff; border-radius: 10px; overflow: hidden; box-shadow: 0 2px 10px rgba(11,32,38,0.08);"> <DIV style="height: 146px; background: linear-gradient(135deg,#1c3d50 0%,#0b2026 100%); text-align: center; border-bottom: 3px solid #ff3621;"><span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="stream-stream-join-blog-cover.png" style="width: 998px;"><img src="https://community.databricks.com/t5/image/serverpage/image-id/31242iB961CCFA6FE30829/image-size/large?v=v2&amp;px=999" role="button" title="stream-stream-join-blog-cover.png" alt="stream-stream-join-blog-cover.png" /></span><!-- ADD IMAGE (16:9) --></DIV> <DIV style="padding: 16px 18px 18px;"> <DIV style="color: #ff3621; font-size: 10px; font-weight: bold; text-transform: uppercase; letter-spacing: 1.2px; margin-bottom: 8px;">Technical Blog</DIV> <A class="in-cell-link" style="display: block; color: #0b2026; text-decoration: none; font-size: 15px; line-height: 1.4; font-weight: bold; letter-spacing: -0.2px; word-break: break-word; overflow-wrap: break-word; margin-bottom: 12px;" href="https://community.databricks.com/t5/technical-blog/introducing-stream-stream-join-support-in-apache-spark-real-time/ba-p/167961" target="_blank" rel="noopener">Introducing Stream-Stream Join Support in Apache Spark Real-Time Mode</A><A class="in-cell-link" style="color: #ff3621; text-decoration: none; font-size: 13px; font-weight: 600;" href="https://community.databricks.com/t5/technical-blog/introducing-stream-stream-join-support-in-apache-spark-real-time/ba-p/167961" target="_blank" rel="noopener">Read article&nbsp;<SPAN>→</SPAN></A></DIV> </DIV> </TD> <TD width="33%" valign="top" style="border: none; width: 33%; vertical-align: top; padding: 8px; word-break: break-word; overflow-wrap: break-word;"> <DIV style="background: #fff; border-radius: 10px; overflow: hidden; box-shadow: 0 2px 10px rgba(11,32,38,0.08);"> <DIV style="height: 146px; background: linear-gradient(135deg,#1c3d50 0%,#0b2026 100%); text-align: center; border-bottom: 3px solid #ff3621;"><span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="Actually understanding Unity Catalog Managed Tables.png" style="width: 252px;"><img src="https://community.databricks.com/t5/image/serverpage/image-id/31243iD5034A0E435C85B9/image-dimensions/252x142?v=v2" width="252" height="142" role="button" title="Actually understanding Unity Catalog Managed Tables.png" alt="Actually understanding Unity Catalog Managed Tables.png" /></span><!-- ADD IMAGE (16:9) --></DIV> <DIV style="padding: 16px 18px 18px;"> <DIV style="color: #ff3621; font-size: 10px; font-weight: bold; text-transform: uppercase; letter-spacing: 1.2px; margin-bottom: 8px;">Technical Blog</DIV> <A class="in-cell-link" style="display: block; color: #0b2026; text-decoration: none; font-size: 15px; line-height: 1.4; font-weight: bold; letter-spacing: -0.2px; word-break: break-word; overflow-wrap: break-word; margin-bottom: 12px;" href="https://community.databricks.com/t5/technical-blog/actually-understanding-unity-catalog-managed-tables/ba-p/168194" target="_blank" rel="noopener">Actually understanding Unity Catalog Managed Tables</A><A class="in-cell-link" style="color: #ff3621; text-decoration: none; font-size: 13px; font-weight: 600;" href="https://community.databricks.com/t5/technical-blog/actually-understanding-unity-catalog-managed-tables/ba-p/168194" target="_blank" rel="noopener">Read article&nbsp;<SPAN>→</SPAN></A></DIV> </DIV> </TD> </TR> <TR> <TD width="33%" valign="top" style="border: none; width: 33%; vertical-align: top; padding: 8px; word-break: break-word; overflow-wrap: break-word;"> <DIV style="background: #fff; border-radius: 10px; overflow: hidden; box-shadow: 0 2px 10px rgba(11,32,38,0.08);"> <DIV style="height: 146px; background: linear-gradient(135deg,#1c3d50 0%,#0b2026 100%); text-align: center; border-bottom: 3px solid #ff3621;"><span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="sdp-rewind-cover.png" style="width: 245px;"><img src="https://community.databricks.com/t5/image/serverpage/image-id/31244i2A99C9BFD012A162/image-dimensions/245x138?v=v2" width="245" height="138" role="button" title="sdp-rewind-cover.png" alt="sdp-rewind-cover.png" /></span><!-- ADD IMAGE (16:9) --></DIV> <DIV style="padding: 16px 18px 18px;"> <DIV style="color: #ff3621; font-size: 10px; font-weight: bold; text-transform: uppercase; letter-spacing: 1.2px; margin-bottom: 8px;">Technical Blog</DIV> <A class="in-cell-link" style="display: block; color: #0b2026; text-decoration: none; font-size: 15px; line-height: 1.4; font-weight: bold; letter-spacing: -0.2px; word-break: break-word; overflow-wrap: break-word; margin-bottom: 12px;" href="https://community.databricks.com/t5/technical-blog/meet-sdp-rewind-an-undo-button-for-your-etl-pipelines/ba-p/166459" target="_blank" rel="noopener">Meet SDP Rewind: An undo button for your ETL pipelines</A><A class="in-cell-link" style="color: #ff3621; text-decoration: none; font-size: 13px; font-weight: 600;" href="https://community.databricks.com/t5/technical-blog/meet-sdp-rewind-an-undo-button-for-your-etl-pipelines/ba-p/166459" target="_blank" rel="noopener">Read article&nbsp;<SPAN>→</SPAN></A></DIV> </DIV> </TD> <TD width="33%" valign="top" style="border: none; width: 33%; vertical-align: top; padding: 8px; word-break: break-word; overflow-wrap: break-word;"> <DIV style="background: #fff; border-radius: 10px; overflow: hidden; box-shadow: 0 2px 10px rgba(11,32,38,0.08);"> <DIV style="height: 146px; background: linear-gradient(135deg,#1c3d50 0%,#0b2026 100%); text-align: center; border-bottom: 3px solid #ff3621;"><span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="ad-genie-blog-cover.png" style="width: 999px;"><img src="https://community.databricks.com/t5/image/serverpage/image-id/31245i025D6040AB2738B8/image-size/large?v=v2&amp;px=999" role="button" title="ad-genie-blog-cover.png" alt="ad-genie-blog-cover.png" /></span><!-- ADD IMAGE (16:9) --></DIV> <DIV style="padding: 16px 18px 18px;"> <DIV style="color: #ff3621; font-size: 10px; font-weight: bold; text-transform: uppercase; letter-spacing: 1.2px; margin-bottom: 8px;">Technical Blog</DIV> <A class="in-cell-link" style="display: block; color: #0b2026; text-decoration: none; font-size: 15px; line-height: 1.4; font-weight: bold; letter-spacing: -0.2px; word-break: break-word; overflow-wrap: break-word; margin-bottom: 12px;" href="https://community.databricks.com/t5/technical-blog/tutorial-transform-your-lakeflow-connect-ad-data-into-visual-and/ba-p/166659" target="_blank" rel="noopener">Tutorial: Transform your Lakeflow Connect ad data into visual and conversational analytics</A><A class="in-cell-link" style="color: #ff3621; text-decoration: none; font-size: 13px; font-weight: 600;" href="https://community.databricks.com/t5/technical-blog/tutorial-transform-your-lakeflow-connect-ad-data-into-visual-and/ba-p/166659" target="_blank" rel="noopener">Read article&nbsp;<SPAN>→</SPAN></A></DIV> </DIV> </TD> <TD width="33%" style="width: 33%; border: none; padding: 0;">&nbsp;</TD> </TR> </TBODY> </TABLE> </DIV> <DIV style="display: flex; align-items: center; margin: 28px 0;"> <DIV style="width: 36px; height: 5px; background-color: #ff3621; border-radius: 4px; flex-shrink: 0;">&nbsp;</DIV> <DIV style="flex-grow: 1; height: 2px; background-color: #eeede9; margin-left: 12px; border-radius: 4px;">&nbsp;</DIV> </DIV> <DIV> <H3 style="margin-top: 0; color: #0b2026; font-size: 22px; margin-bottom: 20px;"><span class="lia-unicode-emoji" title=":fire:">🔥</span> Active <FONT color="#FF0000">Discussions</FONT></H3> <DIV style="background-color: #f9f7f4; border-left: 4px solid #ff3621; padding: 12px 25px; border-radius: 0 8px 8px 0; border-top: 1px solid #eeede9; border-right: 1px solid #eeede9; border-bottom: 1px solid #eeede9;"> <P style="margin-top: 8px; margin-bottom: 4px; font-size: 16px;">Threads that kept the community talking this week&nbsp;<span class="lia-unicode-emoji" title=":eyes:">👀</span></P> <TABLE style="width: 100%; border-collapse: collapse; border: none; border-bottom: 1px solid #eeede9;" border="0" width="100%" cellspacing="0" cellpadding="0"> <TBODY> <TR> <TD width="18" valign="top" style="border: none; width: 18px; padding: 8px 0; text-align: center;"><SPAN><span class="lia-unicode-emoji" title=":fire:">🔥</span></SPAN></TD> <TD valign="middle" style="border: none; padding: 8px 0 8px 2px;"><A class="in-cell-link" style="color: #0b2026; text-decoration: none; font-size: 15px; line-height: 1.45; font-weight: 600;" href="https://community.databricks.com/t5/administration-architecture/can-i-run-jobs-continuously-without-interruption-on-a-permanent/m-p/168057#M5576" target="_blank" rel="noopener">Can I run jobs continuously without interruption on a permanent free (Community Edition) account?</A></TD> <TD width="20" valign="middle" style="border: none; width: 20px; text-align: right; padding: 8px 0;"><SPAN>↗</SPAN></TD> </TR> </TBODY> </TABLE> <TABLE style="width: 100%; border-collapse: collapse; border: none; border-bottom: 1px solid #eeede9;" border="0" width="100%" cellspacing="0" cellpadding="0"> <TBODY> <TR> <TD width="18" valign="top" style="border: none; width: 18px; padding: 8px 0; text-align: center;"><SPAN><span class="lia-unicode-emoji" title=":fire:">🔥</span></SPAN></TD> <TD valign="middle" style="border: none; padding: 8px 0 8px 2px;"><A class="in-cell-link" style="color: #0b2026; text-decoration: none; font-size: 15px; line-height: 1.45; font-weight: 600;" href="https://community.databricks.com/t5/data-engineering/understanding-parquet-file-storage-for-large-datasets/m-p/167721#M55764" target="_blank" rel="noopener">Understanding Parquet File Storage for Large Datasets</A></TD> <TD width="20" valign="middle" style="border: none; width: 20px; text-align: right; padding: 8px 0;"><SPAN>↗</SPAN></TD> </TR> </TBODY> </TABLE> <TABLE style="width: 100%; border-collapse: collapse; border: none; border-bottom: 1px solid #eeede9;" border="0" width="100%" cellspacing="0" cellpadding="0"> <TBODY> <TR> <TD width="18" valign="top" style="border: none; width: 18px; padding: 8px 0; text-align: center;"><SPAN><span class="lia-unicode-emoji" title=":fire:">🔥</span></SPAN></TD> <TD valign="middle" style="border: none; padding: 8px 0 8px 2px;"><A class="in-cell-link" style="color: #0b2026; text-decoration: none; font-size: 15px; line-height: 1.45; font-weight: 600;" href="https://community.databricks.com/t5/data-engineering/shutil-copy-from-local-disk0-to-unity-catalog-volume-hangs-for/m-p/168198#M55868" target="_blank" rel="noopener">shutil.copy from /local_disk0 to Unity Catalog Volume hangs for hours — recommended pattern for log</A></TD> <TD width="20" valign="middle" style="border: none; width: 20px; text-align: right; padding: 8px 0;"><SPAN>↗</SPAN></TD> </TR> </TBODY> </TABLE> <TABLE style="width: 100%; border-collapse: collapse; border: none; border-bottom: 1px solid #eeede9;" border="0" width="100%" cellspacing="0" cellpadding="0"> <TBODY> <TR> <TD width="18" valign="top" style="border: none; width: 18px; padding: 8px 0; text-align: center;"><SPAN><span class="lia-unicode-emoji" title=":fire:">🔥</span></SPAN></TD> <TD valign="middle" style="border: none; padding: 8px 0 8px 2px;"><A class="in-cell-link" style="color: #0b2026; text-decoration: none; font-size: 15px; line-height: 1.45; font-weight: 600;" href="https://community.databricks.com/t5/data-engineering/how-are-you-separating-dev-staging-and-prod-in-unity-catalog/m-p/168087#M55833" target="_blank" rel="noopener">How are you separating dev, staging and prod in Unity Catalog without duplicating everything?</A></TD> <TD width="20" valign="middle" style="border: none; width: 20px; text-align: right; padding: 8px 0;"><SPAN>↗</SPAN></TD> </TR> </TBODY> </TABLE> <TABLE style="width: 100%; border-collapse: collapse; border: none;" border="0" width="100%" cellspacing="0" cellpadding="0"> <TBODY> <TR> <TD width="18" valign="top" style="border: none; width: 18px; padding: 8px 0; text-align: center;"><SPAN><span class="lia-unicode-emoji" title=":fire:">🔥</span></SPAN></TD> <TD valign="middle" style="border: none; padding: 8px 0 8px 2px;"><A class="in-cell-link" style="color: #0b2026; text-decoration: none; font-size: 15px; line-height: 1.45; font-weight: 600;" href="https://community.databricks.com/t5/data-engineering/do-uc-table-tags-propagate-to-billing-for-predictive/m-p/168109#M55841" target="_blank" rel="noopener">Do UC table tags propagate to billing for Predictive Optimization and Data Quality Monitoring?</A></TD> <TD width="20" valign="middle" style="border: none; width: 20px; text-align: right; padding: 8px 0;"><SPAN>↗</SPAN></TD> </TR> </TBODY> </TABLE> <P style="margin: 14px 0 0 6px; font-size: 13px; color: #0b2026; opacity: 0.6; font-style: italic;">These are just the highlights – head to the community to see everything that's buzzing.</P> </DIV> </DIV> <DIV style="display: flex; align-items: center; margin: 28px 0;"> <DIV style="width: 36px; height: 5px; background-color: #ff3621; border-radius: 4px; flex-shrink: 0;">&nbsp;</DIV> <DIV style="flex-grow: 1; height: 2px; background-color: #eeede9; margin-left: 12px; border-radius: 4px;">&nbsp;</DIV> </DIV> <DIV> <H3 style="margin-top: 0; color: #0b2026; font-size: 22px; margin-bottom: 25px;"><span class="lia-unicode-emoji" title=":studio_microphone:">🎙</span> Community <FONT color="#FF0000">Newsroom</FONT>: Announcements &amp; Events</H3> <DIV style="background-color: #0b2026; border-radius: 12px; padding: 35px; border-left: 6px solid #ff3621;"> <TABLE style="width: 100%; border-collapse: collapse; border: none;" border="0" width="100%" cellspacing="0" cellpadding="0"> <TBODY> <TR> <TD width="130" valign="middle" style="border: none; width: 130px; padding-right: 24px;"> <DIV style="width: 130px; height: 75px; background: #fff; border-radius: 8px; overflow: hidden; border: 1px solid rgba(255,54,33,0.25); box-shadow: 0 4px 14px rgba(0,0,0,0.35); text-align: center;"><span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="Screenshot 2026-09-17 at 5.27.26 PM.png" style="width: 999px;"><img src="https://community.databricks.com/t5/image/serverpage/image-id/31249iEF6F020B5136A202/image-size/large?v=v2&amp;px=999" role="button" title="Screenshot 2026-09-17 at 5.27.26 PM.png" alt="Screenshot 2026-09-17 at 5.27.26 PM.png" /></span><BR /><!-- ADD IMAGE --></DIV> </TD> <TD valign="middle" style="border: none; vertical-align: middle;"> <DIV style="color: #ff3621; font-size: 11px; font-weight: bold; text-transform: uppercase; letter-spacing: 2px; margin-bottom: 8px;">●&nbsp;Product Post</DIV> <P style="margin: 0; font-size: 16px; line-height: 1.5;"><STRONG><A class="in-cell-link" style="color: #f9f7f4; text-decoration: none;" href="https://community.databricks.com/t5/announcements/databricks-community-contest-winners-of-the-genie-powered-app/m-p/168246#M1052" target="_self">Databricks Community Contest | Winners of the Genie-Powered App Challenge!</A></STRONG></P> </TD> </TR> </TBODY> </TABLE> <DIV style="height: 1px; background-color: #eeede9; opacity: 0.15; margin: 25px 0;">&nbsp;</DIV> <TABLE style="width: 100%; border-collapse: collapse; border: none;" border="0" width="100%" cellspacing="0" cellpadding="0"> <TBODY> <TR> <TD width="130" valign="middle" style="border: none; width: 130px; padding-right: 24px;"> <DIV style="width: 130px; height: 75px; background: #fff; border-radius: 8px; overflow: hidden; border: 1px solid rgba(255,54,33,0.25); box-shadow: 0 4px 14px rgba(0,0,0,0.35); text-align: center;"><span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="Screenshot 2026-09-17 at 5.26.43 PM.png" style="width: 999px;"><img src="https://community.databricks.com/t5/image/serverpage/image-id/31248iBB2C48F442480A45/image-size/large?v=v2&amp;px=999" role="button" title="Screenshot 2026-09-17 at 5.26.43 PM.png" alt="Screenshot 2026-09-17 at 5.26.43 PM.png" /></span><!-- ADD IMAGE --></DIV> </TD> <TD valign="middle" style="border: none; vertical-align: middle;"> <DIV style="color: #ff3621; font-size: 11px; font-weight: bold; text-transform: uppercase; letter-spacing: 2px; margin-bottom: 8px;">●&nbsp;Product Post</DIV> <P style="margin: 0; font-size: 16px; line-height: 1.5;"><STRONG><A class="in-cell-link" style="color: #f9f7f4; text-decoration: none;" href="https://community.databricks.com/t5/announcements/announcement-how-we-eliminated-1-million-a-year-of-wasted-ai/m-p/168199#M1050" target="_self">Announcement | How we eliminated $1 million a year of wasted AI agent spend in one hour</A></STRONG></P> </TD> </TR> </TBODY> </TABLE> <DIV style="height: 1px; background-color: #eeede9; opacity: 0.15; margin: 25px 0;">&nbsp;</DIV> <TABLE style="width: 100%; border-collapse: collapse; border: none;" border="0" width="100%" cellspacing="0" cellpadding="0"> <TBODY> <TR> <TD width="130" valign="middle" style="border: none; width: 130px; padding-right: 24px;"> <DIV style="width: 130px; height: 75px; background: #fff; border-radius: 8px; overflow: hidden; border: 1px solid rgba(255,54,33,0.25); box-shadow: 0 4px 14px rgba(0,0,0,0.35); text-align: center;"><span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="Screenshot 2026-09-17 at 5.28.50 PM.png" style="width: 999px;"><img src="https://community.databricks.com/t5/image/serverpage/image-id/31250i0C90BF99B5F08930/image-size/large?v=v2&amp;px=999" role="button" title="Screenshot 2026-09-17 at 5.28.50 PM.png" alt="Screenshot 2026-09-17 at 5.28.50 PM.png" /></span><!-- ADD IMAGE --></DIV> </TD> <TD valign="middle" style="border: none; vertical-align: middle;"> <DIV style="color: #ff3621; font-size: 11px; font-weight: bold; text-transform: uppercase; letter-spacing: 2px; margin-bottom: 8px;">●&nbsp;Product Post</DIV> <P style="margin: 0; font-size: 16px; line-height: 1.5;"><STRONG><A class="in-cell-link" style="color: #f9f7f4; text-decoration: none;" href="https://community.databricks.com/t5/announcements/smart-routing-in-unity-ai-gateway-30-cost-savings-on-coding/m-p/168267#M1059" target="_self">Smart Routing in Unity AI Gateway: 30%+ Cost Savings on Coding Tasks</A></STRONG></P> </TD> </TR> </TBODY> </TABLE> <DIV style="height: 1px; background-color: #eeede9; opacity: 0.15; margin: 25px 0;">&nbsp;</DIV> <TABLE style="width: 100%; border-collapse: collapse; border: none;" border="0" width="100%" cellspacing="0" cellpadding="0"> <TBODY> <TR> <TD width="130" valign="middle" style="border: none; width: 130px; padding-right: 24px;"> <DIV style="width: 130px; height: 75px; background: #fff; border-radius: 8px; overflow: hidden; border: 1px solid rgba(255,54,33,0.25); box-shadow: 0 4px 14px rgba(0,0,0,0.35); text-align: center;"><span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="Screenshot 2026-09-17 at 5.29.25 PM.png" style="width: 999px;"><img src="https://community.databricks.com/t5/image/serverpage/image-id/31251iB538855D78D5E947/image-size/large?v=v2&amp;px=999" role="button" title="Screenshot 2026-09-17 at 5.29.25 PM.png" alt="Screenshot 2026-09-17 at 5.29.25 PM.png" /></span><!-- ADD IMAGE --></DIV> </TD> <TD valign="middle" style="border: none; vertical-align: middle;"> <DIV style="color: #ff3621; font-size: 11px; font-weight: bold; text-transform: uppercase; letter-spacing: 2px; margin-bottom: 8px;">●&nbsp;Product Post</DIV> <P style="margin: 0; font-size: 16px; line-height: 1.5;"><STRONG><A class="in-cell-link" style="color: #f9f7f4; text-decoration: none;" href="https://community.databricks.com/t5/announcements/expanding-genie-agents-deep-analysis-file-reasoning-and-more/m-p/167955#M1047" target="_self">Expanding Genie Agents: Deep analysis, file reasoning, and more</A></STRONG></P> </TD> </TR> </TBODY> </TABLE> <DIV style="height: 1px; background-color: #eeede9; opacity: 0.15; margin: 25px 0;">&nbsp;</DIV> <TABLE style="width: 100%; border-collapse: collapse; border: none;" border="0" width="100%" cellspacing="0" cellpadding="0"> <TBODY> <TR> <TD width="130" valign="middle" style="border: none; width: 130px; padding-right: 24px;"> <DIV style="width: 130px; height: 75px; background: #fff; border-radius: 8px; overflow: hidden; border: 1px solid rgba(255,54,33,0.25); box-shadow: 0 4px 14px rgba(0,0,0,0.35); text-align: center;"><span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="Screenshot 2026-09-17 at 5.29.57 PM.png" style="width: 999px;"><img src="https://community.databricks.com/t5/image/serverpage/image-id/31252i59328D17812DF972/image-size/large?v=v2&amp;px=999" role="button" title="Screenshot 2026-09-17 at 5.29.57 PM.png" alt="Screenshot 2026-09-17 at 5.29.57 PM.png" /></span><!-- ADD IMAGE --></DIV> </TD> <TD valign="middle" style="border: none; vertical-align: middle;"> <DIV style="color: #ff3621; font-size: 11px; font-weight: bold; text-transform: uppercase; letter-spacing: 2px; margin-bottom: 8px;">●&nbsp;Customer Story</DIV> <P style="margin: 0; font-size: 16px; line-height: 1.5;"><STRONG><A class="in-cell-link" style="color: #f9f7f4; text-decoration: none;" href="https://community.databricks.com/t5/announcements/customer-story-siemens-healthineers-modernizes-mri-scanner-data/m-p/168391#M1063" target="_self">CUSTOMER STORY | Siemens Healthineers modernizes MRI scanner data on Databricks</A></STRONG></P> </TD> </TR> </TBODY> </TABLE> <DIV style="height: 1px; background-color: #eeede9; opacity: 0.15; margin: 25px 0;">&nbsp;</DIV> <TABLE style="width: 100%; border-collapse: collapse; border: none;" border="0" width="100%" cellspacing="0" cellpadding="0"> <TBODY> <TR> <TD width="130" valign="middle" style="border: none; width: 130px; padding-right: 24px;"> <DIV style="width: 130px; height: 75px; background: #fff; border-radius: 8px; overflow: hidden; border: 1px solid rgba(255,54,33,0.25); box-shadow: 0 4px 14px rgba(0,0,0,0.35); text-align: center;"><span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="Screenshot 2026-09-17 at 5.30.22 PM.png" style="width: 999px;"><img src="https://community.databricks.com/t5/image/serverpage/image-id/31253iE5320F8F7D703FB1/image-size/large?v=v2&amp;px=999" role="button" title="Screenshot 2026-09-17 at 5.30.22 PM.png" alt="Screenshot 2026-09-17 at 5.30.22 PM.png" /></span><!-- ADD IMAGE --></DIV> </TD> <TD valign="middle" style="border: none; vertical-align: middle;"> <DIV style="color: #ff3621; font-size: 11px; font-weight: bold; text-transform: uppercase; letter-spacing: 2px; margin-bottom: 8px;">●&nbsp;Customer Story</DIV> <P style="margin: 0; font-size: 16px; line-height: 1.5;"><STRONG><A class="in-cell-link" style="color: #f9f7f4; text-decoration: none;" href="https://community.databricks.com/t5/announcements/customer-story-rippling-powers-ai-driven-gtm-with-genie-agents/m-p/168105#M1049" target="_self">CUSTOMER STORY | Rippling powers AI-driven GTM with Genie Agents on Databricks</A></STRONG></P> </TD> </TR> </TBODY> </TABLE> <DIV style="height: 1px; background-color: #eeede9; opacity: 0.15; margin: 25px 0;">&nbsp;</DIV> <TABLE style="width: 100%; border-collapse: collapse; border: none;" border="0" width="100%" cellspacing="0" cellpadding="0"> <TBODY> <TR> <TD width="130" valign="middle" style="border: none; width: 130px; padding-right: 24px;"> <DIV style="width: 130px; height: 75px; background: #fff; border-radius: 8px; overflow: hidden; border: 1px solid rgba(255,54,33,0.25); box-shadow: 0 4px 14px rgba(0,0,0,0.35); text-align: center;"><span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="Screenshot 2026-09-17 at 5.31.00 PM.png" style="width: 999px;"><img src="https://community.databricks.com/t5/image/serverpage/image-id/31254i41947B6937A85226/image-size/large?v=v2&amp;px=999" role="button" title="Screenshot 2026-09-17 at 5.31.00 PM.png" alt="Screenshot 2026-09-17 at 5.31.00 PM.png" /></span><!-- ADD IMAGE --></DIV> </TD> <TD valign="middle" style="border: none; vertical-align: middle;"> <DIV style="color: #ff3621; font-size: 11px; font-weight: bold; text-transform: uppercase; letter-spacing: 2px; margin-bottom: 8px;">●&nbsp;Customer Story</DIV> <P style="margin: 0; font-size: 16px; line-height: 1.5;"><STRONG><A class="in-cell-link" style="color: #f9f7f4; text-decoration: none;" href="https://community.databricks.com/t5/announcements/customer-story-scottish-water-capital-investment-insights-via/m-p/167822#M1045" target="_self">CUSTOMER STORY | Scottish Water: Capital Investment Insights via Databricks Genie</A></STRONG></P> </TD> </TR> </TBODY> </TABLE> </DIV> </DIV> <DIV style="display: flex; align-items: center; margin: 28px 0;"> <DIV style="width: 36px; height: 5px; background-color: #ff3621; border-radius: 4px; flex-shrink: 0;">&nbsp;</DIV> <DIV style="flex-grow: 1; height: 2px; background-color: #eeede9; margin-left: 12px; border-radius: 4px;">&nbsp;</DIV> </DIV> <DIV> <H3 style="margin-top: 0; color: #0b2026; font-size: 22px; margin-bottom: 20px;"><span class="lia-unicode-emoji" title=":white_heavy_check_mark:">✅</span> Questions That Found Their <FONT color="#FF0000">Answer</FONT></H3> <DIV style="background-color: #f2faf5; border-left: 4px solid #1a8f4c; padding: 12px 25px; border-radius: 0 8px 8px 0; border-top: 1px solid #dfeee4; border-right: 1px solid #dfeee4; border-bottom: 1px solid #dfeee4;"> <P style="margin-top: 8px; margin-bottom: 4px; font-size: 16px;">A few of the threads that wrapped up with a solution this period&nbsp;<LI-EMOJI src="https://community.databricks.com/🎯" class="lia-unicode-emoji" title=":dart:"></LI-EMOJI></P> <TABLE style="width: 100%; border-collapse: collapse; border: none; border-bottom: 1px solid #dfeee4;" border="0" width="100%" cellspacing="0" cellpadding="0"> <TBODY> <TR> <TD width="5.115089514066496%" valign="top" style="border: none; width: 18px; padding: 8px 0; text-align: center;"><FONT color="#339966"><SPAN>✔</SPAN></FONT></TD> <TD width="89.769820971867%" valign="middle" style="border: none; padding: 8px 0 8px 2px;"><A class="in-cell-link" style="color: #0b2026; text-decoration: none; font-size: 15px; line-height: 1.45; font-weight: 600;" href="https://community.databricks.com/t5/machine-learning/how-are-you-combining-forecasting-models-for-time-series-work/m-p/168192#M4705" target="_blank" rel="noopener">How are you combining forecasting models for time-series work?</A></TD> <TD width="5.115089514066496%" valign="middle" style="border: none; width: 20px; text-align: right; padding: 8px 0;"><SPAN>↗</SPAN></TD> </TR> </TBODY> </TABLE> <TABLE style="width: 100%; border-collapse: collapse; border: none; border-bottom: 1px solid #dfeee4;" border="0" width="100%" cellspacing="0" cellpadding="0"> <TBODY> <TR> <TD width="18" valign="top" style="border: none; width: 18px; padding: 8px 0; text-align: center;"><FONT color="#339966"><SPAN>✔</SPAN></FONT></TD> <TD valign="middle" style="border: none; padding: 8px 0 8px 2px;"><A class="in-cell-link" style="color: #0b2026; text-decoration: none; font-size: 15px; line-height: 1.45; font-weight: 600;" href="https://community.databricks.com/t5/data-engineering/oracle-number-decimaltype-38-10-on-ingestion-and-silver-layer/m-p/168299#M55882" target="_blank" rel="noopener">Oracle NUMBER → DecimalType(38,10) on ingestion, and silver layer best practices</A></TD> <TD width="20" valign="middle" style="border: none; width: 20px; text-align: right; padding: 8px 0;"><SPAN>↗</SPAN></TD> </TR> </TBODY> </TABLE> <TABLE style="width: 100%; border-collapse: collapse; border: none; border-bottom: 1px solid #dfeee4;" border="0" width="100%" cellspacing="0" cellpadding="0"> <TBODY> <TR> <TD width="18" valign="top" style="border: none; width: 18px; padding: 8px 0; text-align: center;"><FONT color="#339966"><SPAN>✔</SPAN></FONT></TD> <TD valign="middle" style="border: none; padding: 8px 0 8px 2px;"><A class="in-cell-link" style="color: #0b2026; text-decoration: none; font-size: 15px; line-height: 1.45; font-weight: 600;" href="https://community.databricks.com/t5/get-started-discussions/broken-x-axis-sort-order-in-combo-chart/m-p/168401#M12103" target="_blank" rel="noopener">Broken x-axis sort order in combo chart</A></TD> <TD width="20" valign="middle" style="border: none; width: 20px; text-align: right; padding: 8px 0;"><SPAN>↗</SPAN></TD> </TR> </TBODY> </TABLE> <TABLE style="width: 100%; border-collapse: collapse; border: none; border-bottom: 1px solid #dfeee4;" border="0" width="100%" cellspacing="0" cellpadding="0"> <TBODY> <TR> <TD width="18" valign="top" style="border: none; width: 18px; padding: 8px 0; text-align: center;"><FONT color="#339966"><SPAN>✔</SPAN></FONT></TD> <TD valign="middle" style="border: none; padding: 8px 0 8px 2px;"><A class="in-cell-link" style="color: #0b2026; text-decoration: none; font-size: 15px; line-height: 1.45; font-weight: 600;" href="https://community.databricks.com/t5/data-engineering/can-t-access-abfss-data-in-azure-databricks-when-providing/m-p/168110#M55842" target="_blank" rel="noopener">Can't access abfss data in azure databricks when providing shared key (fighting UC?)</A></TD> <TD width="20" valign="middle" style="border: none; width: 20px; text-align: right; padding: 8px 0;"><SPAN>↗</SPAN></TD> </TR> </TBODY> </TABLE> <TABLE style="width: 100%; border-collapse: collapse; border: none;" border="0" width="100%" cellspacing="0" cellpadding="0"> <TBODY> <TR> <TD width="18" valign="top" style="border: none; width: 18px; padding: 8px 0; text-align: center;"><FONT color="#339966"><SPAN>✔</SPAN></FONT></TD> <TD valign="middle" style="border: none; padding: 8px 0 8px 2px;"><A class="in-cell-link" style="color: #0b2026; text-decoration: none; font-size: 15px; line-height: 1.45; font-weight: 600;" href="https://community.databricks.com/t5/data-engineering/auto-loader-stream-fails-on-rocksdb-checkpoint-after-enabling/m-p/168336#M55895" target="_blank" rel="noopener">Auto Loader stream fails on RocksDB checkpoint after enabling managed file events</A></TD> <TD width="20" valign="middle" style="border: none; width: 20px; text-align: right; padding: 8px 0;"><SPAN>↗</SPAN></TD> </TR> </TBODY> </TABLE> <P style="margin: 14px 0 0 6px; font-size: 13px; color: #0b2026; opacity: 0.6; font-style: italic;">These are just the highlights – head to the community to see everything that's buzzing.</P> </DIV> </DIV> <DIV style="display: flex; align-items: center; margin: 28px 0;"> <DIV style="width: 36px; height: 5px; background-color: #ff3621; border-radius: 4px; flex-shrink: 0;">&nbsp;</DIV> <DIV style="flex-grow: 1; height: 2px; background-color: #eeede9; margin-left: 12px; border-radius: 4px;">&nbsp;</DIV> </DIV> <DIV style="text-align: left; padding-bottom: 20px;"> <P style="font-size: 16px; margin: 0; color: #0b2026;">&nbsp;</P> <P style="font-size: 16px; margin: 0; color: #0b2026;"><STRONG>See You Next Week <span class="lia-unicode-emoji" title=":waving_hand:">👋</LI-EMOJI></STRONG><BR />Thank you for showing up, sharing what you know, and helping others along the way. That's what makes this community special.<BR />Until next time!</P> </DIV> </DIV> Thu, 17 Sep 2026 12:16:19 GMT Advika_ 2026-09-17T12:16:19Z https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-september-07-13-2026/m-p/168976#M1079 <DIV style="font-family: Arial, sans-serif; max-width: 900px; margin: auto; color: #0b2026; line-height: 1.6;"> <DIV style="background-color: #0b2026; border-radius: 12px; padding: 35px; margin-bottom: 40px; text-align: left; position: relative;"><span class="lia-inline-image-display-wrapper lia-image-align-right" image-alt="Untitled design (12).png" style="width: 248px;"><img src="https://community.databricks.com/t5/image/serverpage/image-id/25594i7FCB596E1C4E4F2F/image-dimensions/248x247?v=v2" width="248" height="247" role="button" title="Untitled design (12).png" alt="Untitled design (12).png" /></span> <DIV style="color: #ff3621; font-size: 13px; font-weight: bold; text-transform: uppercase; letter-spacing: 1.5px; margin-bottom: 10px;">The Weekly Digest • September 7 – September 13</DIV> <H1 style="margin: 0 0 10px 0; color: #f9f7f4; font-size: 36px; letter-spacing: -0.5px;">Community Pulse</H1> <P style="margin: 0; font-size: 18px; color: #eeede9;">A new week, a fresh wave of articles, answers, and discussions. Here's your weekly catch-up. <span class="lia-unicode-emoji" title=":rolled_up_newspaper:">🗞</LI-EMOJI><span class="lia-unicode-emoji" title=":speech_balloon:">💬</LI-EMOJI></P> </DIV> <DIV> <H3 style="margin-top: 0; color: #0b2026; font-size: 22px; margin-bottom: 15px;"><span class="lia-unicode-emoji" title=":sports_medal:">🏅</LI-EMOJI><FONT face="helvetica" color="#000000"> This Week's <FONT color="#FF0000">Community</FONT> Stars<FONT color="#FF0000"><BR /></FONT></FONT></H3> <P style="margin-top: 0; color: #0b2026; font-size: 16px; margin-bottom: 20px;">&nbsp; The members who showed up and made a difference this week&nbsp;<span class="lia-unicode-emoji" title=":clapping_hands:">👏</LI-EMOJI>:</P> <DIV style="display: flex; flex-wrap: wrap; gap: 15px; margin-bottom: 30px;"> <DIV style="display: flex; justify-content: center; align-items: center; background-color: #eeede9; padding: 10px 25px; border-radius: 50px; border: 1px solid #ff3621; min-width: 140px; box-shadow: 0 2px 8px rgba(255,54,33,0.18);"><SPAN><STRONG><a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/250262">@data_pulse</a></STRONG></SPAN></DIV> <DIV style="display: flex; justify-content: center; align-items: center; background-color: #eeede9; padding: 10px 25px; border-radius: 50px; border: 1px solid #ff3621; min-width: 140px; box-shadow: 0 2px 8px rgba(255,54,33,0.18);"><SPAN><STRONG><a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/250064">@Satyasai</a></STRONG></SPAN></DIV> <DIV style="display: flex; justify-content: center; align-items: center; background-color: #eeede9; padding: 10px 25px; border-radius: 50px; border: 1px solid #ff3621; min-width: 140px; box-shadow: 0 2px 8px rgba(255,54,33,0.18);"><SPAN><STRONG><a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/210897">@balajij8</a></STRONG></SPAN></DIV> <DIV style="display: flex; justify-content: center; align-items: center; background-color: #eeede9; padding: 10px 25px; border-radius: 50px; border: 1px solid #ff3621; min-width: 140px; box-shadow: 0 2px 8px rgba(255,54,33,0.18);"><SPAN><STRONG><a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/249473">@ivanvyd</a></STRONG></SPAN></DIV> <DIV style="display: flex; justify-content: center; align-items: center; background-color: #eeede9; padding: 10px 25px; border-radius: 50px; border: 1px solid #ff3621; min-width: 140px; box-shadow: 0 2px 8px rgba(255,54,33,0.18);"><SPAN><STRONG><a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/248581">@Islam_hoti</a></STRONG></SPAN></DIV> </DIV> <P style="margin-top: 20px; margin-bottom: 15px; color: #0b2026; font-size: 16px;"><STRONG>+ Top Brickster contributor:</STRONG></P> <DIV style="display: flex; flex-wrap: wrap; gap: 15px; margin-bottom: 20px;"> <DIV style="display: flex; justify-content: center; align-items: center; background-color: #eeede9; padding: 10px 25px; border-radius: 50px; border: 1px solid #0b2026; min-width: 140px; box-shadow: 0 2px 8px rgba(11,32,38,0.15);"><SPAN><STRONG><a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/216690">@Ashwin_DSA</a></STRONG></SPAN></DIV> </DIV> <P style="font-size: 13px; color: #0b2026; margin: 0; opacity: 0.8;"><EM>Note: Names are listed in no particular order.</EM></P> </DIV> <DIV style="display: flex; align-items: center; margin: 28px 0;"> <DIV style="width: 36px; height: 5px; background-color: #ff3621; border-radius: 4px; flex-shrink: 0;">&nbsp;</DIV> <DIV style="flex-grow: 1; height: 2px; background-color: #eeede9; margin-left: 12px; border-radius: 4px;">&nbsp;</DIV> </DIV> <DIV> <H3 style="margin-top: 0; color: #0b2026; font-size: 22px; margin-bottom: 25px;"><span class="lia-unicode-emoji" title=":open_book:">📖</LI-EMOJI> <FONT color="#FF0000">Knowledge</FONT> Hub</H3> <DIV style="display: flex; flex-wrap: wrap; gap: 16px;"> <DIV style="flex: 1 1 calc(50% - 20px); min-width: 220px; border-radius: 10px; overflow: hidden; box-shadow: 0 2px 10px rgba(11,32,38,0.08); border: 1px solid #eeede9; display: flex; flex-direction: column; height: 100%;"> <DIV style="background-color: #f59e0b; padding: 10px 20px; display: flex; align-items: center; flex-shrink: 0;"> <H4 style="margin: 0; color: #f9f7f4; font-size: 15px; font-weight: bold;"><span class="lia-unicode-emoji" title=":writing_hand:">✍️</LI-EMOJI>&nbsp;Community &amp; Lakebase Articles</H4> </DIV> <DIV style="background-color: #f9f7f4; padding: 20px; flex: 1;"> <UL style="margin: 0; padding: 0; list-style: none; color: #0b2026;"> <LI style="list-style: none; border-bottom: 1px solid rgba(11,32,38,0.07); padding: 8px 2px;"><SPAN>●</SPAN>&nbsp;&nbsp;<A class="in-cell-link" style="color: #0b2026; text-decoration: none; font-size: 14px; line-height: 1.5; vertical-align: middle;" href="https://community.databricks.com/t5/community-articles/stop-asking-an-llm-judge-questions-your-code-can-answer/m-p/167858#M1539" target="_blank" rel="noopener">Stop Asking an LLM Judge Questions Your Code Can Answer&nbsp;<SPAN>↗</SPAN></A></LI> <LI style="list-style: none; border-bottom: 1px solid rgba(11,32,38,0.07); padding: 8px 2px;"><SPAN>●</SPAN>&nbsp;&nbsp;<A class="in-cell-link" style="color: #0b2026; text-decoration: none; font-size: 14px; line-height: 1.5; vertical-align: middle;" href="https://community.databricks.com/t5/community-articles/nexa-genie-is-a-minute-away/m-p/168271#M1549" target="_blank" rel="noopener">Nexa: Genie is a Minute Away&nbsp;<SPAN>↗</SPAN></A></LI> <LI style="list-style: none; border-bottom: 1px solid rgba(11,32,38,0.07); padding: 8px 2px;"><SPAN>●</SPAN>&nbsp;&nbsp;<A class="in-cell-link" style="color: #0b2026; text-decoration: none; font-size: 14px; line-height: 1.5; vertical-align: middle;" href="https://community.databricks.com/t5/community-articles/task-success-is-not-routing-health-a-databricks-smart-routing/m-p/168432#M1555" target="_blank" rel="noopener">Task Success is not Routing Health: a Databricks Smart Routing Case Study&nbsp;<SPAN>↗</SPAN></A></LI> <LI style="list-style: none; border-bottom: 1px solid rgba(11,32,38,0.07); padding: 8px 2px;"><SPAN>●</SPAN>&nbsp;&nbsp;<A class="in-cell-link" style="color: #0b2026; text-decoration: none; font-size: 14px; line-height: 1.5; vertical-align: middle;" href="https://community.databricks.com/t5/community-articles/kedro-meets-the-lakehouse-rebuilding-an-real-world-evidence/m-p/167832#M1537" target="_blank" rel="noopener">Kedro Meets the Lakehouse: Rebuilding an Real World Evidence Pipeline on Databricks&nbsp;<SPAN>↗</SPAN></A></LI> <LI style="list-style: none; border-bottom: 1px solid rgba(11,32,38,0.07); padding: 8px 2px;"><SPAN>●</SPAN>&nbsp;&nbsp;<A class="in-cell-link" style="color: #0b2026; text-decoration: none; font-size: 14px; line-height: 1.5; vertical-align: middle;" href="https://community.databricks.com/t5/community-articles/solution-accelerator-series-simplifying-product-onboarding-with/m-p/167901#M1542" target="_blank" rel="noopener">Solution Accelerator Series | Simplifying Product Onboarding With Generative AI&nbsp;<SPAN>↗</SPAN></A></LI> <LI style="list-style: none; border-bottom: 1px solid rgba(11,32,38,0.07); padding: 8px 2px;"><SPAN>●</SPAN>&nbsp;&nbsp;<A class="in-cell-link" style="color: #0b2026; text-decoration: none; font-size: 14px; line-height: 1.5; vertical-align: middle;" href="https://community.databricks.com/t5/community-articles/learn-databricks-lakeflow-ingest-orchestrate-and-build-pipelines/m-p/168071#M1546" target="_blank" rel="noopener">Learn Databricks Lakeflow | Ingest, Orchestrate, and Build pipelines on one platform.&nbsp;<SPAN>↗</SPAN></A></LI> <LI style="list-style: none; border-bottom: 1px solid rgba(11,32,38,0.07); padding: 8px 2px;"><SPAN>●</SPAN>&nbsp;&nbsp;<A class="in-cell-link" style="color: #0b2026; text-decoration: none; font-size: 14px; line-height: 1.5; vertical-align: middle;" href="https://community.databricks.com/t5/community-articles/materialized-views-vs-streaming-tables-in-databricks-a-practical/m-p/168201#M1548" target="_blank" rel="noopener">Materialized Views vs Streaming Tables in Databricks: A Practical Guide for Data Engineers&nbsp;<SPAN>↗</SPAN></A></LI> <LI style="list-style: none; border-bottom: 1px solid rgba(11,32,38,0.07); padding: 8px 2px;"><SPAN>●</SPAN>&nbsp;&nbsp;<A class="in-cell-link" style="color: #0b2026; text-decoration: none; font-size: 14px; line-height: 1.5; vertical-align: middle;" href="https://community.databricks.com/t5/community-articles/the-missing-correlation-layer-in-databricks-modelops-building-an/m-p/168476#M1556" target="_blank" rel="noopener">The Missing Correlation Layer in Databricks ModelOps | Building an AI Health Control Plane for DBx&nbsp;<SPAN>↗</SPAN></A></LI> <LI style="list-style: none; border-bottom: 1px solid rgba(11,32,38,0.07); padding: 8px 2px;"><SPAN>●</SPAN>&nbsp;&nbsp;<A class="in-cell-link" style="color: #0b2026; text-decoration: none; font-size: 14px; line-height: 1.5; vertical-align: middle;" href="https://community.databricks.com/t5/community-articles/where-omnigent-fits-alongside-chatgpt-work-claude-cowork-and/m-p/168333#M1552" target="_blank" rel="noopener">Where Omnigent Fits Alongside ChatGPT Work, Claude Cowork and Cursor Projects&nbsp;<SPAN>↗</SPAN></A></LI> <LI style="list-style: none; border-bottom: 1px solid rgba(11,32,38,0.07); padding: 8px 2px;"><SPAN>●</SPAN>&nbsp;&nbsp;<A class="in-cell-link" style="color: #0b2026; text-decoration: none; font-size: 14px; line-height: 1.5; vertical-align: middle;" href="https://community.databricks.com/t5/lakebase-articles/announcement-autoscaling-lakebase-postgres/m-p/168381#M79" target="_blank" rel="noopener">Autoscaling Lakebase Postgres&nbsp;<SPAN>↗</SPAN></A></LI> </UL> </DIV> </DIV> </DIV> </DIV> <DIV style="display: flex; align-items: center; margin: 28px 0;"> <DIV style="width: 36px; height: 5px; background-color: #0b2026; border-radius: 4px; flex-shrink: 0;">&nbsp;</DIV> <DIV style="flex-grow: 1; height: 2px; background-color: #eeede9; margin-left: 12px; border-radius: 4px;">&nbsp;</DIV> </DIV> <DIV> <H3 style="margin-top: 0; color: #0b2026; font-size: 22px; margin-bottom: 25px;"><span class="lia-unicode-emoji" title=":pushpin:">📌</LI-EMOJI> Technical <FONT color="#FF0000">Blogs</FONT></H3> <TABLE style="width: 100%; border-collapse: collapse; border: none; table-layout: fixed;" border="0" width="100%" cellspacing="0" cellpadding="0"> <TBODY> <TR> <TD width="33%" valign="top" style="border: none; width: 33%; vertical-align: top; padding: 8px; word-break: break-word; overflow-wrap: break-word;"> <DIV style="background: #fff; border-radius: 10px; overflow: hidden; box-shadow: 0 2px 10px rgba(11,32,38,0.08);"> <DIV style="height: 146px; background: linear-gradient(135deg,#1c3d50 0%,#0b2026 100%); text-align: center; border-bottom: 3px solid #ff3621;"><span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="Agentic_Apps_Architecture.001.png" style="width: 999px;"><img src="https://community.databricks.com/t5/image/serverpage/image-id/31241i2AA21760AF0B7A82/image-size/large?v=v2&amp;px=999" role="button" title="Agentic_Apps_Architecture.001.png" alt="Agentic_Apps_Architecture.001.png" /></span><!-- ADD IMAGE (16:9) --></DIV> <DIV style="padding: 16px 18px 18px;"> <DIV style="color: #ff3621; font-size: 10px; font-weight: bold; text-transform: uppercase; letter-spacing: 1.2px; margin-bottom: 8px;">Technical Blog</DIV> <A class="in-cell-link" style="display: block; color: #0b2026; text-decoration: none; font-size: 15px; line-height: 1.4; font-weight: bold; letter-spacing: -0.2px; word-break: break-word; overflow-wrap: break-word; margin-bottom: 12px;" href="https://community.databricks.com/t5/technical-blog/building-stateful-agents-on-lakebase/ba-p/165286" target="_blank" rel="noopener">Building Stateful Agents on Lakebase</A><A class="in-cell-link" style="color: #ff3621; text-decoration: none; font-size: 13px; font-weight: 600;" href="https://community.databricks.com/t5/technical-blog/building-stateful-agents-on-lakebase/ba-p/165286" target="_blank" rel="noopener">Read article&nbsp;<SPAN>→</SPAN></A></DIV> </DIV> </TD> <TD width="33%" valign="top" style="border: none; width: 33%; vertical-align: top; padding: 8px; word-break: break-word; overflow-wrap: break-word;"> <DIV style="background: #fff; border-radius: 10px; overflow: hidden; box-shadow: 0 2px 10px rgba(11,32,38,0.08);"> <DIV style="height: 146px; background: linear-gradient(135deg,#1c3d50 0%,#0b2026 100%); text-align: center; border-bottom: 3px solid #ff3621;"><span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="stream-stream-join-blog-cover.png" style="width: 998px;"><img src="https://community.databricks.com/t5/image/serverpage/image-id/31242iB961CCFA6FE30829/image-size/large?v=v2&amp;px=999" role="button" title="stream-stream-join-blog-cover.png" alt="stream-stream-join-blog-cover.png" /></span><!-- ADD IMAGE (16:9) --></DIV> <DIV style="padding: 16px 18px 18px;"> <DIV style="color: #ff3621; font-size: 10px; font-weight: bold; text-transform: uppercase; letter-spacing: 1.2px; margin-bottom: 8px;">Technical Blog</DIV> <A class="in-cell-link" style="display: block; color: #0b2026; text-decoration: none; font-size: 15px; line-height: 1.4; font-weight: bold; letter-spacing: -0.2px; word-break: break-word; overflow-wrap: break-word; margin-bottom: 12px;" href="https://community.databricks.com/t5/technical-blog/introducing-stream-stream-join-support-in-apache-spark-real-time/ba-p/167961" target="_blank" rel="noopener">Introducing Stream-Stream Join Support in Apache Spark Real-Time Mode</A><A class="in-cell-link" style="color: #ff3621; text-decoration: none; font-size: 13px; font-weight: 600;" href="https://community.databricks.com/t5/technical-blog/introducing-stream-stream-join-support-in-apache-spark-real-time/ba-p/167961" target="_blank" rel="noopener">Read article&nbsp;<SPAN>→</SPAN></A></DIV> </DIV> </TD> <TD width="33%" valign="top" style="border: none; width: 33%; vertical-align: top; padding: 8px; word-break: break-word; overflow-wrap: break-word;"> <DIV style="background: #fff; border-radius: 10px; overflow: hidden; box-shadow: 0 2px 10px rgba(11,32,38,0.08);"> <DIV style="height: 146px; background: linear-gradient(135deg,#1c3d50 0%,#0b2026 100%); text-align: center; border-bottom: 3px solid #ff3621;"><span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="Actually understanding Unity Catalog Managed Tables.png" style="width: 252px;"><img src="https://community.databricks.com/t5/image/serverpage/image-id/31243iD5034A0E435C85B9/image-dimensions/252x142?v=v2" width="252" height="142" role="button" title="Actually understanding Unity Catalog Managed Tables.png" alt="Actually understanding Unity Catalog Managed Tables.png" /></span><!-- ADD IMAGE (16:9) --></DIV> <DIV style="padding: 16px 18px 18px;"> <DIV style="color: #ff3621; font-size: 10px; font-weight: bold; text-transform: uppercase; letter-spacing: 1.2px; margin-bottom: 8px;">Technical Blog</DIV> <A class="in-cell-link" style="display: block; color: #0b2026; text-decoration: none; font-size: 15px; line-height: 1.4; font-weight: bold; letter-spacing: -0.2px; word-break: break-word; overflow-wrap: break-word; margin-bottom: 12px;" href="https://community.databricks.com/t5/technical-blog/actually-understanding-unity-catalog-managed-tables/ba-p/168194" target="_blank" rel="noopener">Actually understanding Unity Catalog Managed Tables</A><A class="in-cell-link" style="color: #ff3621; text-decoration: none; font-size: 13px; font-weight: 600;" href="https://community.databricks.com/t5/technical-blog/actually-understanding-unity-catalog-managed-tables/ba-p/168194" target="_blank" rel="noopener">Read article&nbsp;<SPAN>→</SPAN></A></DIV> </DIV> </TD> </TR> <TR> <TD width="33%" valign="top" style="border: none; width: 33%; vertical-align: top; padding: 8px; word-break: break-word; overflow-wrap: break-word;"> <DIV style="background: #fff; border-radius: 10px; overflow: hidden; box-shadow: 0 2px 10px rgba(11,32,38,0.08);"> <DIV style="height: 146px; background: linear-gradient(135deg,#1c3d50 0%,#0b2026 100%); text-align: center; border-bottom: 3px solid #ff3621;"><span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="sdp-rewind-cover.png" style="width: 245px;"><img src="https://community.databricks.com/t5/image/serverpage/image-id/31244i2A99C9BFD012A162/image-dimensions/245x138?v=v2" width="245" height="138" role="button" title="sdp-rewind-cover.png" alt="sdp-rewind-cover.png" /></span><!-- ADD IMAGE (16:9) --></DIV> <DIV style="padding: 16px 18px 18px;"> <DIV style="color: #ff3621; font-size: 10px; font-weight: bold; text-transform: uppercase; letter-spacing: 1.2px; margin-bottom: 8px;">Technical Blog</DIV> <A class="in-cell-link" style="display: block; color: #0b2026; text-decoration: none; font-size: 15px; line-height: 1.4; font-weight: bold; letter-spacing: -0.2px; word-break: break-word; overflow-wrap: break-word; margin-bottom: 12px;" href="https://community.databricks.com/t5/technical-blog/meet-sdp-rewind-an-undo-button-for-your-etl-pipelines/ba-p/166459" target="_blank" rel="noopener">Meet SDP Rewind: An undo button for your ETL pipelines</A><A class="in-cell-link" style="color: #ff3621; text-decoration: none; font-size: 13px; font-weight: 600;" href="https://community.databricks.com/t5/technical-blog/meet-sdp-rewind-an-undo-button-for-your-etl-pipelines/ba-p/166459" target="_blank" rel="noopener">Read article&nbsp;<SPAN>→</SPAN></A></DIV> </DIV> </TD> <TD width="33%" valign="top" style="border: none; width: 33%; vertical-align: top; padding: 8px; word-break: break-word; overflow-wrap: break-word;"> <DIV style="background: #fff; border-radius: 10px; overflow: hidden; box-shadow: 0 2px 10px rgba(11,32,38,0.08);"> <DIV style="height: 146px; background: linear-gradient(135deg,#1c3d50 0%,#0b2026 100%); text-align: center; border-bottom: 3px solid #ff3621;"><span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="ad-genie-blog-cover.png" style="width: 999px;"><img src="https://community.databricks.com/t5/image/serverpage/image-id/31245i025D6040AB2738B8/image-size/large?v=v2&amp;px=999" role="button" title="ad-genie-blog-cover.png" alt="ad-genie-blog-cover.png" /></span><!-- ADD IMAGE (16:9) --></DIV> <DIV style="padding: 16px 18px 18px;"> <DIV style="color: #ff3621; font-size: 10px; font-weight: bold; text-transform: uppercase; letter-spacing: 1.2px; margin-bottom: 8px;">Technical Blog</DIV> <A class="in-cell-link" style="display: block; color: #0b2026; text-decoration: none; font-size: 15px; line-height: 1.4; font-weight: bold; letter-spacing: -0.2px; word-break: break-word; overflow-wrap: break-word; margin-bottom: 12px;" href="https://community.databricks.com/t5/technical-blog/tutorial-transform-your-lakeflow-connect-ad-data-into-visual-and/ba-p/166659" target="_blank" rel="noopener">Tutorial: Transform your Lakeflow Connect ad data into visual and conversational analytics</A><A class="in-cell-link" style="color: #ff3621; text-decoration: none; font-size: 13px; font-weight: 600;" href="https://community.databricks.com/t5/technical-blog/tutorial-transform-your-lakeflow-connect-ad-data-into-visual-and/ba-p/166659" target="_blank" rel="noopener">Read article&nbsp;<SPAN>→</SPAN></A></DIV> </DIV> </TD> <TD width="33%" style="width: 33%; border: none; padding: 0;">&nbsp;</TD> </TR> </TBODY> </TABLE> </DIV> <DIV style="display: flex; align-items: center; margin: 28px 0;"> <DIV style="width: 36px; height: 5px; background-color: #ff3621; border-radius: 4px; flex-shrink: 0;">&nbsp;</DIV> <DIV style="flex-grow: 1; height: 2px; background-color: #eeede9; margin-left: 12px; border-radius: 4px;">&nbsp;</DIV> </DIV> <DIV> <H3 style="margin-top: 0; color: #0b2026; font-size: 22px; margin-bottom: 20px;"><span class="lia-unicode-emoji" title=":fire:">🔥</LI-EMOJI> Active <FONT color="#FF0000">Discussions</FONT></H3> <DIV style="background-color: #f9f7f4; border-left: 4px solid #ff3621; padding: 12px 25px; border-radius: 0 8px 8px 0; border-top: 1px solid #eeede9; border-right: 1px solid #eeede9; border-bottom: 1px solid #eeede9;"> <P style="margin-top: 8px; margin-bottom: 4px; font-size: 16px;">Threads that kept the community talking this week&nbsp;<span class="lia-unicode-emoji" title=":eyes:">👀</LI-EMOJI></P> <TABLE style="width: 100%; border-collapse: collapse; border: none; border-bottom: 1px solid #eeede9;" border="0" width="100%" cellspacing="0" cellpadding="0"> <TBODY> <TR> <TD width="18" valign="top" style="border: none; width: 18px; padding: 8px 0; text-align: center;"><SPAN><span class="lia-unicode-emoji" title=":fire:">🔥</LI-EMOJI></SPAN></TD> <TD valign="middle" style="border: none; padding: 8px 0 8px 2px;"><A class="in-cell-link" style="color: #0b2026; text-decoration: none; font-size: 15px; line-height: 1.45; font-weight: 600;" href="https://community.databricks.com/t5/administration-architecture/can-i-run-jobs-continuously-without-interruption-on-a-permanent/m-p/168057#M5576" target="_blank" rel="noopener">Can I run jobs continuously without interruption on a permanent free (Community Edition) account?</A></TD> <TD width="20" valign="middle" style="border: none; width: 20px; text-align: right; padding: 8px 0;"><SPAN>↗</SPAN></TD> </TR> </TBODY> </TABLE> <TABLE style="width: 100%; border-collapse: collapse; border: none; border-bottom: 1px solid #eeede9;" border="0" width="100%" cellspacing="0" cellpadding="0"> <TBODY> <TR> <TD width="18" valign="top" style="border: none; width: 18px; padding: 8px 0; text-align: center;"><SPAN><span class="lia-unicode-emoji" title=":fire:">🔥</LI-EMOJI></SPAN></TD> <TD valign="middle" style="border: none; padding: 8px 0 8px 2px;"><A class="in-cell-link" style="color: #0b2026; text-decoration: none; font-size: 15px; line-height: 1.45; font-weight: 600;" href="https://community.databricks.com/t5/data-engineering/understanding-parquet-file-storage-for-large-datasets/m-p/167721#M55764" target="_blank" rel="noopener">Understanding Parquet File Storage for Large Datasets</A></TD> <TD width="20" valign="middle" style="border: none; width: 20px; text-align: right; padding: 8px 0;"><SPAN>↗</SPAN></TD> </TR> </TBODY> </TABLE> <TABLE style="width: 100%; border-collapse: collapse; border: none; border-bottom: 1px solid #eeede9;" border="0" width="100%" cellspacing="0" cellpadding="0"> <TBODY> <TR> <TD width="18" valign="top" style="border: none; width: 18px; padding: 8px 0; text-align: center;"><SPAN><span class="lia-unicode-emoji" title=":fire:">🔥</LI-EMOJI></SPAN></TD> <TD valign="middle" style="border: none; padding: 8px 0 8px 2px;"><A class="in-cell-link" style="color: #0b2026; text-decoration: none; font-size: 15px; line-height: 1.45; font-weight: 600;" href="https://community.databricks.com/t5/data-engineering/shutil-copy-from-local-disk0-to-unity-catalog-volume-hangs-for/m-p/168198#M55868" target="_blank" rel="noopener">shutil.copy from /local_disk0 to Unity Catalog Volume hangs for hours — recommended pattern for log</A></TD> <TD width="20" valign="middle" style="border: none; width: 20px; text-align: right; padding: 8px 0;"><SPAN>↗</SPAN></TD> </TR> </TBODY> </TABLE> <TABLE style="width: 100%; border-collapse: collapse; border: none; border-bottom: 1px solid #eeede9;" border="0" width="100%" cellspacing="0" cellpadding="0"> <TBODY> <TR> <TD width="18" valign="top" style="border: none; width: 18px; padding: 8px 0; text-align: center;"><SPAN><span class="lia-unicode-emoji" title=":fire:">🔥</LI-EMOJI></SPAN></TD> <TD valign="middle" style="border: none; padding: 8px 0 8px 2px;"><A class="in-cell-link" style="color: #0b2026; text-decoration: none; font-size: 15px; line-height: 1.45; font-weight: 600;" href="https://community.databricks.com/t5/data-engineering/how-are-you-separating-dev-staging-and-prod-in-unity-catalog/m-p/168087#M55833" target="_blank" rel="noopener">How are you separating dev, staging and prod in Unity Catalog without duplicating everything?</A></TD> <TD width="20" valign="middle" style="border: none; width: 20px; text-align: right; padding: 8px 0;"><SPAN>↗</SPAN></TD> </TR> </TBODY> </TABLE> <TABLE style="width: 100%; border-collapse: collapse; border: none;" border="0" width="100%" cellspacing="0" cellpadding="0"> <TBODY> <TR> <TD width="18" valign="top" style="border: none; width: 18px; padding: 8px 0; text-align: center;"><SPAN><span class="lia-unicode-emoji" title=":fire:">🔥</LI-EMOJI></SPAN></TD> <TD valign="middle" style="border: none; padding: 8px 0 8px 2px;"><A class="in-cell-link" style="color: #0b2026; text-decoration: none; font-size: 15px; line-height: 1.45; font-weight: 600;" href="https://community.databricks.com/t5/data-engineering/do-uc-table-tags-propagate-to-billing-for-predictive/m-p/168109#M55841" target="_blank" rel="noopener">Do UC table tags propagate to billing for Predictive Optimization and Data Quality Monitoring?</A></TD> <TD width="20" valign="middle" style="border: none; width: 20px; text-align: right; padding: 8px 0;"><SPAN>↗</SPAN></TD> </TR> </TBODY> </TABLE> <P style="margin: 14px 0 0 6px; font-size: 13px; color: #0b2026; opacity: 0.6; font-style: italic;">These are just the highlights – head to the community to see everything that's buzzing.</P> </DIV> </DIV> <DIV style="display: flex; align-items: center; margin: 28px 0;"> <DIV style="width: 36px; height: 5px; background-color: #ff3621; border-radius: 4px; flex-shrink: 0;">&nbsp;</DIV> <DIV style="flex-grow: 1; height: 2px; background-color: #eeede9; margin-left: 12px; border-radius: 4px;">&nbsp;</DIV> </DIV> <DIV> <H3 style="margin-top: 0; color: #0b2026; font-size: 22px; margin-bottom: 25px;"><span class="lia-unicode-emoji" title=":studio_microphone:">🎙</LI-EMOJI> Community <FONT color="#FF0000">Newsroom</FONT>: Announcements &amp; Events</H3> <DIV style="background-color: #0b2026; border-radius: 12px; padding: 35px; border-left: 6px solid #ff3621;"> <TABLE style="width: 100%; border-collapse: collapse; border: none;" border="0" width="100%" cellspacing="0" cellpadding="0"> <TBODY> <TR> <TD width="130" valign="middle" style="border: none; width: 130px; padding-right: 24px;"> <DIV style="width: 130px; height: 75px; background: #fff; border-radius: 8px; overflow: hidden; border: 1px solid rgba(255,54,33,0.25); box-shadow: 0 4px 14px rgba(0,0,0,0.35); text-align: center;"><span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="Screenshot 2026-09-17 at 5.27.26 PM.png" style="width: 999px;"><img src="https://community.databricks.com/t5/image/serverpage/image-id/31249iEF6F020B5136A202/image-size/large?v=v2&amp;px=999" role="button" title="Screenshot 2026-09-17 at 5.27.26 PM.png" alt="Screenshot 2026-09-17 at 5.27.26 PM.png" /></span><BR /><!-- ADD IMAGE --></DIV> </TD> <TD valign="middle" style="border: none; vertical-align: middle;"> <DIV style="color: #ff3621; font-size: 11px; font-weight: bold; text-transform: uppercase; letter-spacing: 2px; margin-bottom: 8px;">●&nbsp;Product Post</DIV> <P style="margin: 0; font-size: 16px; line-height: 1.5;"><STRONG><A class="in-cell-link" style="color: #f9f7f4; text-decoration: none;" href="https://community.databricks.com/t5/announcements/databricks-community-contest-winners-of-the-genie-powered-app/m-p/168246#M1052" target="_self">Databricks Community Contest | Winners of the Genie-Powered App Challenge!</A></STRONG></P> </TD> </TR> </TBODY> </TABLE> <DIV style="height: 1px; background-color: #eeede9; opacity: 0.15; margin: 25px 0;">&nbsp;</DIV> <TABLE style="width: 100%; border-collapse: collapse; border: none;" border="0" width="100%" cellspacing="0" cellpadding="0"> <TBODY> <TR> <TD width="130" valign="middle" style="border: none; width: 130px; padding-right: 24px;"> <DIV style="width: 130px; height: 75px; background: #fff; border-radius: 8px; overflow: hidden; border: 1px solid rgba(255,54,33,0.25); box-shadow: 0 4px 14px rgba(0,0,0,0.35); text-align: center;"><span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="Screenshot 2026-09-17 at 5.26.43 PM.png" style="width: 999px;"><img src="https://community.databricks.com/t5/image/serverpage/image-id/31248iBB2C48F442480A45/image-size/large?v=v2&amp;px=999" role="button" title="Screenshot 2026-09-17 at 5.26.43 PM.png" alt="Screenshot 2026-09-17 at 5.26.43 PM.png" /></span><!-- ADD IMAGE --></DIV> </TD> <TD valign="middle" style="border: none; vertical-align: middle;"> <DIV style="color: #ff3621; font-size: 11px; font-weight: bold; text-transform: uppercase; letter-spacing: 2px; margin-bottom: 8px;">●&nbsp;Product Post</DIV> <P style="margin: 0; font-size: 16px; line-height: 1.5;"><STRONG><A class="in-cell-link" style="color: #f9f7f4; text-decoration: none;" href="https://community.databricks.com/t5/announcements/announcement-how-we-eliminated-1-million-a-year-of-wasted-ai/m-p/168199#M1050" target="_self">Announcement | How we eliminated $1 million a year of wasted AI agent spend in one hour</A></STRONG></P> </TD> </TR> </TBODY> </TABLE> <DIV style="height: 1px; background-color: #eeede9; opacity: 0.15; margin: 25px 0;">&nbsp;</DIV> <TABLE style="width: 100%; border-collapse: collapse; border: none;" border="0" width="100%" cellspacing="0" cellpadding="0"> <TBODY> <TR> <TD width="130" valign="middle" style="border: none; width: 130px; padding-right: 24px;"> <DIV style="width: 130px; height: 75px; background: #fff; border-radius: 8px; overflow: hidden; border: 1px solid rgba(255,54,33,0.25); box-shadow: 0 4px 14px rgba(0,0,0,0.35); text-align: center;"><span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="Screenshot 2026-09-17 at 5.28.50 PM.png" style="width: 999px;"><img src="https://community.databricks.com/t5/image/serverpage/image-id/31250i0C90BF99B5F08930/image-size/large?v=v2&amp;px=999" role="button" title="Screenshot 2026-09-17 at 5.28.50 PM.png" alt="Screenshot 2026-09-17 at 5.28.50 PM.png" /></span><!-- ADD IMAGE --></DIV> </TD> <TD valign="middle" style="border: none; vertical-align: middle;"> <DIV style="color: #ff3621; font-size: 11px; font-weight: bold; text-transform: uppercase; letter-spacing: 2px; margin-bottom: 8px;">●&nbsp;Product Post</DIV> <P style="margin: 0; font-size: 16px; line-height: 1.5;"><STRONG><A class="in-cell-link" style="color: #f9f7f4; text-decoration: none;" href="https://community.databricks.com/t5/announcements/smart-routing-in-unity-ai-gateway-30-cost-savings-on-coding/m-p/168267#M1059" target="_self">Smart Routing in Unity AI Gateway: 30%+ Cost Savings on Coding Tasks</A></STRONG></P> </TD> </TR> </TBODY> </TABLE> <DIV style="height: 1px; background-color: #eeede9; opacity: 0.15; margin: 25px 0;">&nbsp;</DIV> <TABLE style="width: 100%; border-collapse: collapse; border: none;" border="0" width="100%" cellspacing="0" cellpadding="0"> <TBODY> <TR> <TD width="130" valign="middle" style="border: none; width: 130px; padding-right: 24px;"> <DIV style="width: 130px; height: 75px; background: #fff; border-radius: 8px; overflow: hidden; border: 1px solid rgba(255,54,33,0.25); box-shadow: 0 4px 14px rgba(0,0,0,0.35); text-align: center;"><span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="Screenshot 2026-09-17 at 5.29.25 PM.png" style="width: 999px;"><img src="https://community.databricks.com/t5/image/serverpage/image-id/31251iB538855D78D5E947/image-size/large?v=v2&amp;px=999" role="button" title="Screenshot 2026-09-17 at 5.29.25 PM.png" alt="Screenshot 2026-09-17 at 5.29.25 PM.png" /></span><!-- ADD IMAGE --></DIV> </TD> <TD valign="middle" style="border: none; vertical-align: middle;"> <DIV style="color: #ff3621; font-size: 11px; font-weight: bold; text-transform: uppercase; letter-spacing: 2px; margin-bottom: 8px;">●&nbsp;Product Post</DIV> <P style="margin: 0; font-size: 16px; line-height: 1.5;"><STRONG><A class="in-cell-link" style="color: #f9f7f4; text-decoration: none;" href="https://community.databricks.com/t5/announcements/expanding-genie-agents-deep-analysis-file-reasoning-and-more/m-p/167955#M1047" target="_self">Expanding Genie Agents: Deep analysis, file reasoning, and more</A></STRONG></P> </TD> </TR> </TBODY> </TABLE> <DIV style="height: 1px; background-color: #eeede9; opacity: 0.15; margin: 25px 0;">&nbsp;</DIV> <TABLE style="width: 100%; border-collapse: collapse; border: none;" border="0" width="100%" cellspacing="0" cellpadding="0"> <TBODY> <TR> <TD width="130" valign="middle" style="border: none; width: 130px; padding-right: 24px;"> <DIV style="width: 130px; height: 75px; background: #fff; border-radius: 8px; overflow: hidden; border: 1px solid rgba(255,54,33,0.25); box-shadow: 0 4px 14px rgba(0,0,0,0.35); text-align: center;"><span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="Screenshot 2026-09-17 at 5.29.57 PM.png" style="width: 999px;"><img src="https://community.databricks.com/t5/image/serverpage/image-id/31252i59328D17812DF972/image-size/large?v=v2&amp;px=999" role="button" title="Screenshot 2026-09-17 at 5.29.57 PM.png" alt="Screenshot 2026-09-17 at 5.29.57 PM.png" /></span><!-- ADD IMAGE --></DIV> </TD> <TD valign="middle" style="border: none; vertical-align: middle;"> <DIV style="color: #ff3621; font-size: 11px; font-weight: bold; text-transform: uppercase; letter-spacing: 2px; margin-bottom: 8px;">●&nbsp;Customer Story</DIV> <P style="margin: 0; font-size: 16px; line-height: 1.5;"><STRONG><A class="in-cell-link" style="color: #f9f7f4; text-decoration: none;" href="https://community.databricks.com/t5/announcements/customer-story-siemens-healthineers-modernizes-mri-scanner-data/m-p/168391#M1063" target="_self">CUSTOMER STORY | Siemens Healthineers modernizes MRI scanner data on Databricks</A></STRONG></P> </TD> </TR> </TBODY> </TABLE> <DIV style="height: 1px; background-color: #eeede9; opacity: 0.15; margin: 25px 0;">&nbsp;</DIV> <TABLE style="width: 100%; border-collapse: collapse; border: none;" border="0" width="100%" cellspacing="0" cellpadding="0"> <TBODY> <TR> <TD width="130" valign="middle" style="border: none; width: 130px; padding-right: 24px;"> <DIV style="width: 130px; height: 75px; background: #fff; border-radius: 8px; overflow: hidden; border: 1px solid rgba(255,54,33,0.25); box-shadow: 0 4px 14px rgba(0,0,0,0.35); text-align: center;"><span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="Screenshot 2026-09-17 at 5.30.22 PM.png" style="width: 999px;"><img src="https://community.databricks.com/t5/image/serverpage/image-id/31253iE5320F8F7D703FB1/image-size/large?v=v2&amp;px=999" role="button" title="Screenshot 2026-09-17 at 5.30.22 PM.png" alt="Screenshot 2026-09-17 at 5.30.22 PM.png" /></span><!-- ADD IMAGE --></DIV> </TD> <TD valign="middle" style="border: none; vertical-align: middle;"> <DIV style="color: #ff3621; font-size: 11px; font-weight: bold; text-transform: uppercase; letter-spacing: 2px; margin-bottom: 8px;">●&nbsp;Customer Story</DIV> <P style="margin: 0; font-size: 16px; line-height: 1.5;"><STRONG><A class="in-cell-link" style="color: #f9f7f4; text-decoration: none;" href="https://community.databricks.com/t5/announcements/customer-story-rippling-powers-ai-driven-gtm-with-genie-agents/m-p/168105#M1049" target="_self">CUSTOMER STORY | Rippling powers AI-driven GTM with Genie Agents on Databricks</A></STRONG></P> </TD> </TR> </TBODY> </TABLE> <DIV style="height: 1px; background-color: #eeede9; opacity: 0.15; margin: 25px 0;">&nbsp;</DIV> <TABLE style="width: 100%; border-collapse: collapse; border: none;" border="0" width="100%" cellspacing="0" cellpadding="0"> <TBODY> <TR> <TD width="130" valign="middle" style="border: none; width: 130px; padding-right: 24px;"> <DIV style="width: 130px; height: 75px; background: #fff; border-radius: 8px; overflow: hidden; border: 1px solid rgba(255,54,33,0.25); box-shadow: 0 4px 14px rgba(0,0,0,0.35); text-align: center;"><span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="Screenshot 2026-09-17 at 5.31.00 PM.png" style="width: 999px;"><img src="https://community.databricks.com/t5/image/serverpage/image-id/31254i41947B6937A85226/image-size/large?v=v2&amp;px=999" role="button" title="Screenshot 2026-09-17 at 5.31.00 PM.png" alt="Screenshot 2026-09-17 at 5.31.00 PM.png" /></span><!-- ADD IMAGE --></DIV> </TD> <TD valign="middle" style="border: none; vertical-align: middle;"> <DIV style="color: #ff3621; font-size: 11px; font-weight: bold; text-transform: uppercase; letter-spacing: 2px; margin-bottom: 8px;">●&nbsp;Customer Story</DIV> <P style="margin: 0; font-size: 16px; line-height: 1.5;"><STRONG><A class="in-cell-link" style="color: #f9f7f4; text-decoration: none;" href="https://community.databricks.com/t5/announcements/customer-story-scottish-water-capital-investment-insights-via/m-p/167822#M1045" target="_self">CUSTOMER STORY | Scottish Water: Capital Investment Insights via Databricks Genie</A></STRONG></P> </TD> </TR> </TBODY> </TABLE> </DIV> </DIV> <DIV style="display: flex; align-items: center; margin: 28px 0;"> <DIV style="width: 36px; height: 5px; background-color: #ff3621; border-radius: 4px; flex-shrink: 0;">&nbsp;</DIV> <DIV style="flex-grow: 1; height: 2px; background-color: #eeede9; margin-left: 12px; border-radius: 4px;">&nbsp;</DIV> </DIV> <DIV> <H3 style="margin-top: 0; color: #0b2026; font-size: 22px; margin-bottom: 20px;"><span class="lia-unicode-emoji" title=":white_heavy_check_mark:">✅</LI-EMOJI> Questions That Found Their <FONT color="#FF0000">Answer</FONT></H3> <DIV style="background-color: #f2faf5; border-left: 4px solid #1a8f4c; padding: 12px 25px; border-radius: 0 8px 8px 0; border-top: 1px solid #dfeee4; border-right: 1px solid #dfeee4; border-bottom: 1px solid #dfeee4;"> <P style="margin-top: 8px; margin-bottom: 4px; font-size: 16px;">A few of the threads that wrapped up with a solution this period&nbsp;<LI-EMOJI src="https://community.databricks.com/🎯" class="lia-unicode-emoji" title=":dart:"></LI-EMOJI></P> <TABLE style="width: 100%; border-collapse: collapse; border: none; border-bottom: 1px solid #dfeee4;" border="0" width="100%" cellspacing="0" cellpadding="0"> <TBODY> <TR> <TD width="5.115089514066496%" valign="top" style="border: none; width: 18px; padding: 8px 0; text-align: center;"><FONT color="#339966"><SPAN>✔</SPAN></FONT></TD> <TD width="89.769820971867%" valign="middle" style="border: none; padding: 8px 0 8px 2px;"><A class="in-cell-link" style="color: #0b2026; text-decoration: none; font-size: 15px; line-height: 1.45; font-weight: 600;" href="https://community.databricks.com/t5/machine-learning/how-are-you-combining-forecasting-models-for-time-series-work/m-p/168192#M4705" target="_blank" rel="noopener">How are you combining forecasting models for time-series work?</A></TD> <TD width="5.115089514066496%" valign="middle" style="border: none; width: 20px; text-align: right; padding: 8px 0;"><SPAN>↗</SPAN></TD> </TR> </TBODY> </TABLE> <TABLE style="width: 100%; border-collapse: collapse; border: none; border-bottom: 1px solid #dfeee4;" border="0" width="100%" cellspacing="0" cellpadding="0"> <TBODY> <TR> <TD width="18" valign="top" style="border: none; width: 18px; padding: 8px 0; text-align: center;"><FONT color="#339966"><SPAN>✔</SPAN></FONT></TD> <TD valign="middle" style="border: none; padding: 8px 0 8px 2px;"><A class="in-cell-link" style="color: #0b2026; text-decoration: none; font-size: 15px; line-height: 1.45; font-weight: 600;" href="https://community.databricks.com/t5/data-engineering/oracle-number-decimaltype-38-10-on-ingestion-and-silver-layer/m-p/168299#M55882" target="_blank" rel="noopener">Oracle NUMBER → DecimalType(38,10) on ingestion, and silver layer best practices</A></TD> <TD width="20" valign="middle" style="border: none; width: 20px; text-align: right; padding: 8px 0;"><SPAN>↗</SPAN></TD> </TR> </TBODY> </TABLE> <TABLE style="width: 100%; border-collapse: collapse; border: none; border-bottom: 1px solid #dfeee4;" border="0" width="100%" cellspacing="0" cellpadding="0"> <TBODY> <TR> <TD width="18" valign="top" style="border: none; width: 18px; padding: 8px 0; text-align: center;"><FONT color="#339966"><SPAN>✔</SPAN></FONT></TD> <TD valign="middle" style="border: none; padding: 8px 0 8px 2px;"><A class="in-cell-link" style="color: #0b2026; text-decoration: none; font-size: 15px; line-height: 1.45; font-weight: 600;" href="https://community.databricks.com/t5/get-started-discussions/broken-x-axis-sort-order-in-combo-chart/m-p/168401#M12103" target="_blank" rel="noopener">Broken x-axis sort order in combo chart</A></TD> <TD width="20" valign="middle" style="border: none; width: 20px; text-align: right; padding: 8px 0;"><SPAN>↗</SPAN></TD> </TR> </TBODY> </TABLE> <TABLE style="width: 100%; border-collapse: collapse; border: none; border-bottom: 1px solid #dfeee4;" border="0" width="100%" cellspacing="0" cellpadding="0"> <TBODY> <TR> <TD width="18" valign="top" style="border: none; width: 18px; padding: 8px 0; text-align: center;"><FONT color="#339966"><SPAN>✔</SPAN></FONT></TD> <TD valign="middle" style="border: none; padding: 8px 0 8px 2px;"><A class="in-cell-link" style="color: #0b2026; text-decoration: none; font-size: 15px; line-height: 1.45; font-weight: 600;" href="https://community.databricks.com/t5/data-engineering/can-t-access-abfss-data-in-azure-databricks-when-providing/m-p/168110#M55842" target="_blank" rel="noopener">Can't access abfss data in azure databricks when providing shared key (fighting UC?)</A></TD> <TD width="20" valign="middle" style="border: none; width: 20px; text-align: right; padding: 8px 0;"><SPAN>↗</SPAN></TD> </TR> </TBODY> </TABLE> <TABLE style="width: 100%; border-collapse: collapse; border: none;" border="0" width="100%" cellspacing="0" cellpadding="0"> <TBODY> <TR> <TD width="18" valign="top" style="border: none; width: 18px; padding: 8px 0; text-align: center;"><FONT color="#339966"><SPAN>✔</SPAN></FONT></TD> <TD valign="middle" style="border: none; padding: 8px 0 8px 2px;"><A class="in-cell-link" style="color: #0b2026; text-decoration: none; font-size: 15px; line-height: 1.45; font-weight: 600;" href="https://community.databricks.com/t5/data-engineering/auto-loader-stream-fails-on-rocksdb-checkpoint-after-enabling/m-p/168336#M55895" target="_blank" rel="noopener">Auto Loader stream fails on RocksDB checkpoint after enabling managed file events</A></TD> <TD width="20" valign="middle" style="border: none; width: 20px; text-align: right; padding: 8px 0;"><SPAN>↗</SPAN></TD> </TR> </TBODY> </TABLE> <P style="margin: 14px 0 0 6px; font-size: 13px; color: #0b2026; opacity: 0.6; font-style: italic;">These are just the highlights – head to the community to see everything that's buzzing.</P> </DIV> </DIV> <DIV style="display: flex; align-items: center; margin: 28px 0;"> <DIV style="width: 36px; height: 5px; background-color: #ff3621; border-radius: 4px; flex-shrink: 0;">&nbsp;</DIV> <DIV style="flex-grow: 1; height: 2px; background-color: #eeede9; margin-left: 12px; border-radius: 4px;">&nbsp;</DIV> </DIV> <DIV style="text-align: left; padding-bottom: 20px;"> <P style="font-size: 16px; margin: 0; color: #0b2026;">&nbsp;</P> <P style="font-size: 16px; margin: 0; color: #0b2026;"><STRONG>See You Next Week <span class="lia-unicode-emoji" title=":waving_hand:">👋</LI-EMOJI></STRONG><BR />Thank you for showing up, sharing what you know, and helping others along the way. That's what makes this community special.<BR />Until next time!</P> </DIV> </DIV> Thu, 17 Sep 2026 12:16:19 GMT https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-september-07-13-2026/m-p/168976#M1079 Advika_ 2026-09-17T12:16:19Z