https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-december-05-11-2025/m-p/141808#M475 <P>Kudos to all the contributors<span class="lia-unicode-emoji" title=":clapping_hands:">👏</span><span class="lia-unicode-emoji" title=":santa_claus:">🎅</span><BR />Thanks for sharing&nbsp;<a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/152834">@Advika</a>&nbsp;</P> Sun, 14 Dec 2025 05:28:47 GMT Sumit_7 2025-12-14T05:28:47Z https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-december-05-11-2025/m-p/141774#M473 <P>We’re inching toward year-end,&nbsp;<BR />And the Community just dropped another week packed with sharp questions and standout wins.<BR /><SPAN>If you missed the action, here’s the pulse of everything that made the feed light up </SPAN><SPAN class="lia-unicode-emoji" title=":backhand_index_pointing_down:"><span class="lia-unicode-emoji" title=":backhand_index_pointing_down:">👇</span></SPAN></P> <HR /> <P><FONT size="4" color="#FF0000"><STRONG><SPAN><SPAN class="lia-unicode-emoji" title=":flexed_biceps:"><span class="lia-unicode-emoji" title=":flexed_biceps:">💪</span></SPAN>&nbsp; Week’s Power Players</SPAN></STRONG></FONT></P> <P><SPAN>&nbsp; &nbsp; &nbsp;Spotlight on the members who made the threads spark, stir, and stay interesting&nbsp;<span class="lia-unicode-emoji" title=":fire:">🔥</span></SPAN></P> <P><SPAN>&nbsp; &nbsp;&nbsp;&nbsp;</SPAN><STRONG><A href="https://community.databricks.com/t5/user/viewprofilepage/user-id/110502" target="_blank" rel="noopener">@szymon_dybczak</A>&nbsp; &nbsp;|&nbsp; &nbsp;<A href="https://community.databricks.com/t5/user/viewprofilepage/user-id/25346" target="_blank" rel="noopener">@Hubert-Dudek</A>&nbsp; &nbsp;|&nbsp; &nbsp;<A href="https://community.databricks.com/t5/user/viewprofilepage/user-id/179607" target="_blank" rel="noopener">@Raman_Unifeye</A>&nbsp;&nbsp;</STRONG><STRONG><BR /><BR />&nbsp; &nbsp; &nbsp;+&nbsp;Top Brickster contributors:</STRONG></P> <P><STRONG>&nbsp; &nbsp; &nbsp;</STRONG><STRONG><A href="https://community.databricks.com/t5/user/viewprofilepage/user-id/34815" target="_blank" rel="noopener">@Louis_Frolio</A>&nbsp;&nbsp;&nbsp;|&nbsp; &nbsp;<a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/176516">@emma_s</a>&nbsp;<SPAN><BR /><BR /></SPAN></STRONG><FONT size="2"><EM>Note: Names are listed in no particular order.</EM></FONT></P> <HR /> <P><STRONG><FONT size="4" color="#FF0000"><SPAN><SPAN class="lia-unicode-emoji" title=":pushpin:"><span class="lia-unicode-emoji" title=":pushpin:">📌</span></SPAN>&nbsp; Technical Blogs &amp; Community Articles</SPAN></FONT></STRONG></P> <UL> <LI><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/technical-blog/best-practices-building-compliance-ready-agentic-ai-on-the/ba-p/141208" target="_blank" rel="noopener">Best Practices: Building Compliance-Ready Agentic AI on the Databricks Platform</A></SPAN></LI> <LI><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/technical-blog/scaling-xgboost-how-to-distribute-training-with-ray-and-gpus-on/ba-p/141092" target="_blank" rel="noopener">Scaling XGBoost: How to Distribute Training with Ray and GPUs on Databricks</A></SPAN></LI> <LI><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/community-articles/building-an-agenticlakehouse-interacting-with-databricks/td-p/141356" target="_blank" rel="noopener">Building an AgenticLakehouse: Interacting with Databricks Workspace via LangGraph and MCP</A></SPAN></LI> <LI><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/community-articles/semantic-bridge-to-unity-catalog/td-p/141416" target="_blank" rel="noopener">Semantic Bridge to Unity Catalog</A></SPAN></LI> </UL> <HR /> <P><STRONG><span class="lia-unicode-emoji" title=":globe_showing_europe_africa:">🌍</span>&nbsp;&nbsp;<FONT size="4" color="#FF0000"><SPAN>Voices Across the User Groups</SPAN></FONT></STRONG></P> <UL> <LI><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/austin/the-rise-of-the-data-engineer-and-the-databricks-community-that/m-p/141357#M91" target="_blank" rel="noopener">The Rise of the Data Engineer—and the Databricks Community That's Making It Possible</A></SPAN></LI> <LI><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/tokyo/jedai%E8%AA%8D%E5%AE%9A%E3%83%97%E3%83%AD%E3%82%B0%E3%83%A9%E3%83%A02023-2025%E5%8F%97%E8%B3%9E%E8%80%85%E3%81%AE%E3%81%94%E7%B4%B9%E4%BB%8B/m-p/141412#M43" target="_blank" rel="noopener">JEDAI認定プログラム2023-2025受賞者のご紹介</A></SPAN></LI> <LI><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/austin/the-quietest-data-mistakes-create-the-loudest-business-problems/m-p/141611#M92" target="_blank" rel="noopener">The quietest data mistakes create the loudest business problems</A></SPAN></LI> <LI><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/jaipur/jaipur-usergroup-first-virtual-meetup-ai-bi-genie-data-science/ev-p/141183" target="_blank" rel="noopener">Jaipur Usergroup First Virtual Meetup</A></SPAN></LI> </UL> <HR /> <P><STRONG><FONT size="4" color="#FF0000"><SPAN class="lia-unicode-emoji" title=":globe_showing_americas:"><SPAN class="lia-unicode-emoji" title=":christmas_tree:"><span class="lia-unicode-emoji" title=":christmas_tree:">🎄</span></SPAN><SPAN>&nbsp; Advent Calendar Spotlight&nbsp;<BR /></SPAN></SPAN></FONT></STRONG><FONT color="#FF0000"><SPAN class="lia-unicode-emoji" title=":globe_showing_americas:"><FONT color="#000000">(kicked off by the unstoppable&nbsp;<a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/25346">@Hubert-Dudek</a>&nbsp;<span class="lia-unicode-emoji" title=":grinning_face_with_big_eyes:">😃</span>)</FONT></SPAN></FONT></P> <P><FONT color="#FF0000"><SPAN class="lia-unicode-emoji" title=":globe_showing_americas:"><FONT color="#000000">&nbsp; &nbsp; &nbsp;&nbsp;</FONT></SPAN></FONT><STRONG><FONT color="#FF0000"><SPAN class="lia-unicode-emoji" title=":globe_showing_americas:"><FONT color="#000000"><A href="https://community.databricks.com/t5/get-started-discussions/databricks-advent-calendar-2025-5/td-p/141258" target="_blank" rel="noopener">Day 5</A>&nbsp;➤ <A href="https://community.databricks.com/t5/get-started-discussions/databricks-advent-calendar-2025-6/td-p/141335" target="_blank" rel="noopener">Day 6</A>&nbsp;➤ <A href="https://community.databricks.com/t5/get-started-discussions/databricks-advent-calendar-2025-7/td-p/141345" target="_blank" rel="noopener">Day 7</A> ➤ <A href="https://community.databricks.com/t5/get-started-discussions/databricks-advent-calendar-2025-8/td-p/141398" target="_blank" rel="noopener">Day 8</A> ➤ <A href="https://community.databricks.com/t5/get-started-discussions/databricks-advent-calendar-2025-9/td-p/141524" target="_blank" rel="noopener">Day 9</A> ➤ <A href="https://community.databricks.com/t5/get-started-discussions/databricks-advent-calendar-2025-10/td-p/141598" target="_blank" rel="noopener">Day 10</A>&nbsp;➤ <A href="https://community.databricks.com/t5/get-started-discussions/databricks-advent-calendar-2025-11/td-p/141665" target="_blank" rel="noopener">Day 11</A><BR /></FONT></SPAN></FONT></STRONG><FONT color="#FF0000"><SPAN class="lia-unicode-emoji" title=":globe_showing_americas:"><FONT color="#000000">&nbsp;... and counting.</FONT></SPAN></FONT><FONT color="#FF0000"><SPAN class="lia-unicode-emoji" title=":globe_showing_americas:"><FONT color="#000000"><BR /></FONT></SPAN></FONT></P> <HR /> <P><FONT color="#FF0000"><STRONG><FONT size="4"><SPAN class="lia-unicode-emoji" title=":magnifying_glass_tilted_left:"><span class="lia-unicode-emoji" title=":magnifying_glass_tilted_left:">🔍</span>&nbsp;</SPAN><SPAN>&nbsp;What the Community Talked About</SPAN></FONT></STRONG></FONT></P> <P>&nbsp; &nbsp; &nbsp; <FONT color="#000000">Highlights from the Discussions<SPAN class="lia-unicode-emoji" title=":backhand_index_pointing_down:"><span class="lia-unicode-emoji" title=":backhand_index_pointing_down:">👇</span></SPAN></FONT></P> <UL> <LI><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/data-engineering/aws-insufficient-instance-capacity-failure-when-starting-sql/m-p/141479#M51738" target="_blank" rel="noopener">AWS_INSUFFICIENT_INSTANCE_CAPACITY_FAILURE when starting SQL Server Ingestion pipeline</A></SPAN></LI> <LI><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/data-engineering/writing-to-foreign-catalog/m-p/141564#M51759" target="_blank" rel="noopener">Writing to Foreign catalog</A></SPAN></LI> <LI><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/get-started-discussions/create-function-issue/m-p/141558#M11167" target="_blank" rel="noopener">Create function issue</A></SPAN></LI> <LI><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/data-engineering/how-can-i-pass-parameters-from-dabs-to-something-like-notebooks/m-p/141306#M51691" target="_blank" rel="noopener">How can I pass parameters from DABs to something(like notebooks)?</A></SPAN></LI> <LI><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/get-started-discussions/extract-all-users-from-databricks-groups/m-p/141220#M11137" target="_blank" rel="noopener">Extract all users from Databricks Groups</A></SPAN></LI> <LI><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/administration-architecture/abfsrestoperationexception-when-adding-privatelink-dfs-core/m-p/141550/thread-id/4616#M4623" target="_blank" rel="noopener">AbfsRestOperationException when adding privatelink.dfs.core.windows.net</A></SPAN></LI> </UL> <HR /> <P><STRONG><FONT color="#FF0000"><SPAN class="lia-unicode-emoji" title=":white_heavy_check_mark:"><span class="lia-unicode-emoji" title=":white_heavy_check_mark:">✅</span></SPAN>&nbsp;&nbsp;<FONT size="4">Top Resolved Threads</FONT></FONT></STRONG></P> <UL> <LI><SPAN>Delta live tables - collaborative development</SPAN></LI> <LI><SPAN>Row tracking in Delta tables</SPAN></LI> <LI><SPAN>Using Init Script to execute python notebook at all-purpose cluster level</SPAN></LI> <LI><SPAN>Model serving with provisioned throughput fails</SPAN></LI> <LI><SPAN>Azure Databricks Streamlit Application - Doubts</SPAN></LI> </UL> <HR /> <P data-start="51" data-end="268">That’s the wrap for this week – sharp insights, lively threads, and global voices shaping the conversation. <BR />Stay in the mix, stay curious, and let’s carry this rhythm straight into the final stretch of the year.&nbsp;<span class="lia-unicode-emoji" title=":hourglass_not_done:">⏳</span>&nbsp;<span class="lia-unicode-emoji" title=":raising_hands:">🙌</span></P> Fri, 12 Dec 2025 17:25:41 GMT https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-december-05-11-2025/m-p/141774#M473 Advika 2025-12-12T17:25:41Z https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-december-05-11-2025/m-p/141807#M474 <P>Thanks <a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/152834">@Advika</a>&nbsp;for the mention.&nbsp;</P> Sun, 14 Dec 2025 01:41:21 GMT https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-december-05-11-2025/m-p/141807#M474 Raman_Unifeye 2025-12-14T01:41:21Z https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-december-05-11-2025/m-p/141808#M475 <P>Kudos to all the contributors<span class="lia-unicode-emoji" title=":clapping_hands:">👏</span><span class="lia-unicode-emoji" title=":santa_claus:">🎅</span><BR />Thanks for sharing&nbsp;<a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/152834">@Advika</a>&nbsp;</P> Sun, 14 Dec 2025 05:28:47 GMT https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-december-05-11-2025/m-p/141808#M475 Sumit_7 2025-12-14T05:28:47Z https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-december-05-11-2025/m-p/141972#M482 <P>thanks for sharing&nbsp;<a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/152834">@Advika</a>&nbsp;</P><P>On a holiday break, will be back active and contributing again soon</P><P>&nbsp;</P> Tue, 16 Dec 2025 11:24:43 GMT https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-december-05-11-2025/m-p/141972#M482 ManojkMohan 2025-12-16T11:24:43Z https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-december-05-11-2025/m-p/142036#M485 <P>Thank you for sharing.</P> Tue, 16 Dec 2025 20:56:40 GMT https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-december-05-11-2025/m-p/142036#M485 Hubert-Dudek 2025-12-16T20:56:40Z