https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-october-31-november-06-2025/m-p/138607#M420 <P>Thank you&nbsp;<a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/152834">@Advika</a>&nbsp; for the warm welcome! Looking forward to continue to contribute to the community!</P> Tue, 11 Nov 2025 15:29:53 GMT bianca_unifeye 2025-11-11T15:29:53Z https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-october-31-november-06-2025/m-p/138179#M415 <P>We’re stepping into <STRONG data-start="177" data-end="189">November</STRONG>, and while 2025 is winding down, the <STRONG data-start="231" data-end="255">Databricks Community</STRONG> is only turning up the heat <span class="lia-unicode-emoji" title=":fire:">🔥</span> — with fresh blogs, dynamic discussions, and events that kept the Databricks energy alive! Let’s dive into this week’s highlights <span class="lia-unicode-emoji" title=":backhand_index_pointing_down:">👇</span></P> <P><FONT size="4"><STRONG><span class="lia-unicode-emoji" title=":clapping_hands:">👏</span> <U>Top Community Contributors</U></STRONG></FONT></P> <P>Big cheers to our incredible active members who kicked off the month with full momentum,&nbsp;taking time out of their schedules to guide fellow Databricks users, share insights, and strengthen the spirit of collaboration&nbsp;<span class="lia-unicode-emoji" title=":raising_hands:">🙌</span></P> <P><STRONG><a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/110502">@szymon_dybczak</a>&nbsp;<FONT size="4">|&nbsp;</FONT><a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/79394">@nayan_wylde</a>&nbsp;&nbsp;<FONT size="4">|&nbsp;</FONT><a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/173840">@Khaja_Zaffer</a>&nbsp;&nbsp;<FONT size="4">|&nbsp;</FONT><a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/145555">@Isi</a>&nbsp;&nbsp;<FONT size="4">|&nbsp;</FONT><a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/193092">@bianca_unifeye</a>&nbsp;</STRONG>(new to the Databricks fam!<span class="lia-unicode-emoji" title=":smiling_face_with_sunglasses:">😎</span>)</P> <P><span class="lia-unicode-emoji" title=":heavy_plus_sign:">➕</span>&nbsp;Shoutout to our top Brickster contributors this week, keeping the Community thriving&nbsp;<span class="lia-unicode-emoji" title=":raising_hands:">🙌</span></P> <P><STRONG><a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/34815">@Louis_Frolio</a>&nbsp;&nbsp;<FONT size="4">|</FONT>&nbsp;<a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/82205">@mark_ott</a>&nbsp;&nbsp;<FONT size="4">|</FONT>&nbsp;&nbsp;<a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/60098">@K_Anudeep</a>&nbsp;&nbsp;<FONT size="4">|&nbsp;</FONT>&nbsp;<a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/192145">@AbhaySingh</a>&nbsp;&nbsp;&nbsp;<FONT size="4">|&nbsp;</FONT><a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/167034">@stbjelcevic</a>&nbsp;</STRONG></P> <HR /> <P><FONT size="4"><STRONG><span class="lia-unicode-emoji" title=":globe_showing_americas:">🌎</span> <U>Events &amp; Meetups</U></STRONG></FONT></P> <UL> <LI><FONT size="3"><A class="in-cell-link" href="https://community.databricks.com/t5/events/free-edition-hackathon/ec-p/137821#M5282" target="_blank" rel="noopener">Free Edition Hackathon</A></FONT></LI> <LI><FONT size="3"><A class="in-cell-link" href="https://community.databricks.com/t5/events/bricktalks-serve-intelligence-from-your-lakehouse-to-your-apps/ec-p/137859#M5300" target="_blank" rel="noopener">BrickTalks: Serve intelligence from your Lakehouse to your Apps with Lakebase</A></FONT></LI> <LI><FONT size="3"><A class="in-cell-link" href="https://community.databricks.com/t5/certifications/webinars-on-databrivks-hot-topics-agent-bricks-uc-and-delta/m-p/137970#M3876" target="_blank" rel="noopener">Webinars on Databrivks hot topics: Agent Bricks, UC and Delta Sharing</A></FONT></LI> <LI><FONT size="3"><A class="in-cell-link" href="https://community.databricks.com/t5/paris/join-the-open-lakehouse-ai-community-in-paris-nov-24-6-30-10pm/m-p/137606#M15" target="_blank" rel="noopener">Join the Open Lakehouse + AI Community in Paris (Nov 24, 6:30–10PM)</A></FONT></LI> <LI><FONT size="3"><A class="in-cell-link" href="https://community.databricks.com/t5/tokyo/databricks-japan%E3%83%A6%E3%83%BC%E3%82%B6%E3%83%BC%E4%BC%9Ajedai%E3%81%AE%E3%81%94%E6%A1%88%E5%86%85/m-p/137854#M40" target="_blank" rel="noopener">Databricks Japanユーザー会JEDAIのご案内</A></FONT></LI> </UL> <P><FONT size="4"><STRONG>&nbsp;<span class="lia-unicode-emoji" title=":paperclip:">📎</span> <U>Technical Blogs</U></STRONG></FONT></P> <UL> <LI><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/technical-blog/step-by-step-guide-to-building-custom-mcp-server-on-databricks/ba-p/132995" target="_blank" rel="noopener">Step-by-Step Guide to Building Custom MCP Server on Databricks</A></SPAN></LI> <LI><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/technical-blog/which-ai-model-should-power-your-customer-service-agent-a-demo/ba-p/137769" target="_blank" rel="noopener">Which AI Model Should Power Your Customer Service Agent? A Demo Using Databricks and MLflow</A></SPAN></LI> <LI><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/technical-blog/scaling-machine-learning-with-ray-and-databricks-a-shutterfly/ba-p/136764" target="_blank" rel="noopener">Scaling Machine Learning with Ray and Databricks: A Shutterfly Use Case</A></SPAN></LI> <LI><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/technical-blog/eliminate-cross-cloud-data-sharing-costs-with-cloudflare-r2-and/ba-p/137330" target="_blank" rel="noopener">Eliminate Cross-Cloud Data Sharing Costs with Cloudflare R2 and Delta Lake</A></SPAN></LI> <LI><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/technical-blog/how-to-host-an-image-classification-model-in-databricks/ba-p/136766" target="_blank" rel="noopener">How to Host an Image Classification Model in Databricks</A></SPAN></LI> <LI><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/technical-blog/how-to-install-packages-from-a-private-pypi-repository-on/ba-p/136727" target="_blank" rel="noopener">How to Install Packages from a Private PyPI Repository on Databricks Clusters</A></SPAN></LI> <LI><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/technical-blog/managing-the-bias-variance-trade-off-at-scale/ba-p/137595" target="_blank" rel="noopener">Managing the bias-variance trade-off at scale</A></SPAN></LI> <LI><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/community-articles/sql-scripting-in-apache-spark-4-0/m-p/137151#M759" target="_blank" rel="noopener">SQL Scripting in Apache Spark™ 4.0</A></SPAN></LI> </UL> <P><FONT size="4"><STRONG><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/community-articles/sql-scripting-in-apache-spark-4-0/m-p/137151#M759" target="_blank" rel="noopener"><span class="lia-unicode-emoji" title=":linked_paperclips:">🖇</span></A></SPAN>&nbsp;<U>Community</U>&nbsp;</STRONG><U><STRONG>Articles</STRONG></U></FONT></P> <UL> <LI><FONT size="3"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/community-articles/c%C3%B3mo-crear-clusters-en-databricks-paso-a-paso-all-purpose-jobs/td-p/137351" target="_blank" rel="noopener">‌‌Cómo crear clusters en Databricks paso a paso | All-Purpose, Jobs Compute, SQL Warehouses y Pools</A></SPAN></FONT></LI> <LI><FONT size="3"><SPAN data-sheets-root="1"><A class="in-cell-link" href="https://community.databricks.com/t5/malaysia/tracking-delta-table-versions-amp-operations-in-medallion/m-p/137667#M94" target="_blank" rel="noopener">Tracking Delta Table Versions &amp; Operations in Medallion Pipelines</A></SPAN></FONT></LI> </UL> <P><FONT size="3"><SPAN data-sheets-root="1"><span class="lia-unicode-emoji" title=":speech_balloon:">💬</span> <FONT size="4"><U><STRONG>Key Conversations</STRONG></U></FONT></SPAN></FONT></P> <UL> <LI><FONT size="3"><A class="in-cell-link" href="https://community.databricks.com/t5/get-started-discussions/streamlining-app-development-with-databricks-marketplace-and-api/m-p/137341#M10942" target="_blank" rel="noopener">Streamlining App Development with Databricks Marketplace and API Integrations</A></FONT></LI> <LI><FONT size="3"><A class="in-cell-link" href="https://community.databricks.com/t5/data-engineering/excel-data-source-not-enabled-excel-data-source-is-not-enabled/m-p/137578#M50767" target="_blank" rel="noopener">EXCEL_DATA_SOURCE_NOT_ENABLED Excel data source is not enabled in this cluster</A></FONT></LI> <LI><FONT size="3"><A class="in-cell-link" href="https://community.databricks.com/t5/data-engineering/migrating-sql-server-tables-and-views-to-databricks-using/m-p/137407#M50735" target="_blank" rel="noopener">Migrating SQL Server Tables and Views to Databricks using Lakebridge</A></FONT></LI> <LI><FONT size="3"><A class="in-cell-link" href="https://community.databricks.com/t5/data-engineering/looking-for-advice-robust-backup-strategy-for-databricks-system/m-p/137620#M50777" target="_blank" rel="noopener">Looking for Advice: Robust Backup Strategy for Databricks System Tables</A></FONT></LI> <LI><FONT size="3"><A class="in-cell-link" href="https://community.databricks.com/t5/get-started-discussions/how-does-databricks-handle-versioning-of-notebooks-or-jobs-and/m-p/137349#M10943" target="_blank" rel="noopener">How does Databricks handle versioning of notebooks or jobs, and what good practices should newcomers</A></FONT></LI> <LI><FONT size="3"><A class="in-cell-link" href="https://community.databricks.com/t5/data-engineering/how-to-stop-driver-node-from-overloading-when-using/m-p/137810#M50818" target="_blank" rel="noopener">How to Stop Driver Node from Overloading When Using ThreadPoolExecutor in Databricks</A></FONT></LI> </UL> <P><FONT size="4"><STRONG><span class="lia-unicode-emoji" title=":hammer_and_wrench:">🛠</span> <U>Top Resolved Posts</U> <span class="lia-unicode-emoji" title=":white_heavy_check_mark:">✅</span></STRONG></FONT></P> <P><FONT size="3">These are some of the questions and issues the community solved this week:</FONT></P> <UL> <LI data-unlink="true"><FONT size="3">Need help with setting up a connection from Databricks to an Azure SQL Database with the REST API</FONT></LI> <LI data-unlink="true"><FONT size="3">Missing warehouse id/metadata for the system compute warehouse table</FONT></LI> <LI data-unlink="true"><FONT size="3">Databricks アカデミーラボのDBCファイルはどこから見られますか</FONT></LI> <LI data-unlink="true"><FONT size="3">Issue with spark version</FONT></LI> <LI data-unlink="true"><SPAN>oracle sequence number</SPAN></LI> <LI data-unlink="true"><FONT size="3"><SPAN data-sheets-root="1">Databricks Bundle Validation Error After CLI Upgrade (0.274.0 → 0.276.0)&nbsp;</SPAN><BR /></FONT></LI> </UL> <HR /> <P><FONT size="3">Every click, comment, and insight — you’re the reason this community is unstoppable <span class="lia-unicode-emoji" title=":skier:">⛷</span>.&nbsp;Stay tuned <span class="lia-unicode-emoji" title=":eyes:">👀</span> and join the action next week!</FONT></P> Fri, 07 Nov 2025 19:59:06 GMT https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-october-31-november-06-2025/m-p/138179#M415 Advika 2025-11-07T19:59:06Z https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-october-31-november-06-2025/m-p/138210#M416 <P><span class="lia-unicode-emoji" title=":folded_hands:">🙏</span>Thank you so much!<BR /><BR />Wish me to do more quality work in future for databricks.&nbsp;</P> Sat, 08 Nov 2025 09:46:54 GMT https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-october-31-november-06-2025/m-p/138210#M416 Khaja_Zaffer 2025-11-08T09:46:54Z https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-october-31-november-06-2025/m-p/138223#M417 <P>Thank you,&nbsp;<a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/152834">@Advika</a>&nbsp;</P> Sat, 08 Nov 2025 15:09:16 GMT https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-october-31-november-06-2025/m-p/138223#M417 K_Anudeep 2025-11-08T15:09:16Z https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-october-31-november-06-2025/m-p/138251#M418 <P>Thanks&nbsp;<a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/152834">@Advika</a>&nbsp;for preparing this week community pulse roundup. And congratulations for all contributors! <span class="lia-unicode-emoji" title=":slightly_smiling_face:">🙂</span></P> Sun, 09 Nov 2025 09:21:29 GMT https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-october-31-november-06-2025/m-p/138251#M418 szymon_dybczak 2025-11-09T09:21:29Z https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-october-31-november-06-2025/m-p/138343#M419 <P>Congratulations to all the contributors!! Thanks for sharing&nbsp;<a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/152834">@Advika</a>, really helpful.</P> Mon, 10 Nov 2025 07:06:35 GMT https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-october-31-november-06-2025/m-p/138343#M419 Sumit_7 2025-11-10T07:06:35Z https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-october-31-november-06-2025/m-p/138607#M420 <P>Thank you&nbsp;<a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/152834">@Advika</a>&nbsp; for the warm welcome! Looking forward to continue to contribute to the community!</P> Tue, 11 Nov 2025 15:29:53 GMT https://community.databricks.com/t5/announcements/community-pulse-your-weekly-roundup-october-31-november-06-2025/m-p/138607#M420 bianca_unifeye 2025-11-11T15:29:53Z