https://community.databricks.com/t5/announcements/weekly-delta-17-23-september-a-look-back-at-this-week-s-top/m-p/132946#M347 <P data-start="145" data-end="273">This week, the Databricks Community saw a great mix of product discussions, technical deep dives, and new user group activity:</P> <P data-start="275" data-end="305"><STRONG><span class="lia-unicode-emoji" title=":blue_book:">📘</span> Fresh Content &amp; Community Blogs</STRONG></P> <UL> <LI data-start="773" data-end="864"><A href="https://community.databricks.com/t5/community-articles/episode-1-getting-data-in-learning-databricks-one-brick-at-a/m-p/132759" target="_blank" rel="noopener">(Episode 1) Learning Databricks One Brick at a Time – Free Edition</A></LI> <LI data-start="773" data-end="864"><A href="https://community.databricks.com/t5/community-articles/what-does-full-stack-development-mean-in-the-world-of-databricks/m-p/132641#M49581" target="_self">What Does “Full Stack Development” Mean in the World of Databricks?</A></LI> <LI data-start="773" data-end="864"><A href="https://community.databricks.com/t5/community-articles/accelerating-data-migration-and-data-engineering-with-ai-the/td-p/132193" target="_blank" rel="noopener">Accelerating Data Migration and Data Engineering with AI</A></LI> <LI><A href="https://community.databricks.com/t5/community-articles/corrupted-delta-logs/m-p/132407" target="_blank" rel="noopener">Corrupted Delta Logs</A></LI> <LI><A href="https://community.databricks.com/t5/machine-learning/data-drift-amp-model-comparison-in-production-mlops-handling/td-p/128452#M4326" target="_blank" rel="noopener">Data Drift &amp; Model Comparison in Production MLOps — handling scale changes with AutoML</A></LI> </UL> <P data-start="1159" data-end="1186"><STRONG><span class="lia-unicode-emoji" title=":round_pushpin:">📍</span> Community &amp; Events</STRONG></P> <UL> <LI data-start="1189" data-end="1275"><A href="https://community.databricks.com/t5/denverbricks/announcing-denverbricks-the-new-denver-databricks-user-group/m-p/132503#M1" target="_self">Announcing DenverBricks — our new Denver Databricks User Group + first meeting</A>&nbsp;</LI> <LI data-start="1278" data-end="1335"><A href="https://community.databricks.com/t5/paris/open-lakehouse-ai-paris-november-24/td-p/132872" target="_self">Open Lakehouse + AI Paris | Nov 24 — upcoming meetup.</A></LI> <LI data-start="1338" data-end="1391"><A href="https://community.databricks.com/t5/san-antonio/user-group-meetup-topics/m-p/132881#M2" target="_self">New user group meetup topics discussion underway.</A></LI> </UL> <P data-start="1393" data-end="1442"><STRONG><span class="lia-unicode-emoji" title=":light_bulb:">💡</span> Highlighted Discussions &amp; Best Practices</STRONG></P> <UL> <LI data-start="1445" data-end="1518"><A href="https://community.databricks.com/t5/administration-architecture/databricks-one/m-p/132513#M4070" target="_self">Guidance on Databricks One: enablement locations + visibility issues.</A></LI> <LI data-start="1521" data-end="1616"><A href="https://community.databricks.com/t5/data-governance/best-governance-practice-for-providing-access-to-production/m-p/126491" target="_self">Best practices for governance — accessing production catalogs safely in lower environments.</A></LI> <LI data-start="1619" data-end="1698"><A href="https://community.databricks.com/t5/data-engineering/inconsistent-behavior-of-lakebridge-transpiler-for-similar/m-p/132363" target="_self">Insights on LakeBridge transpiler limitations, strategies, and workarounds.</A></LI> <LI data-start="1701" data-end="1801"><A href="https://community.databricks.com/t5/data-engineering/retrieving-last-data-and-metadata-refresh-datetimes-of-table-in/m-p/132486" target="_self">Retrieving last refresh dates of data &amp; metadata — complete list of DESCRIBE HISTORY operations.</A></LI> </UL> <P data-start="1803" data-end="1855"><span class="lia-unicode-emoji" title=":white_heavy_check_mark:">✅</span> 25+ questions resolved this week, including:</P> <UL> <LI data-start="1858" data-end="1900">Ownership changes in materialized views.</LI> <LI data-start="1903" data-end="1953">Unauthorized access during masked column merges.</LI> <LI data-start="1956" data-end="2006">Serverless Spark OOM errors on large JSON files.</LI> <LI data-start="2009" data-end="2050">DLT pipeline + KafkaAdminClient issues.</LI> <LI data-start="2053" data-end="2117">Connectivity setups (e.g., Cloud SQL with GCP, MongoDB Spark).</LI> <LI data-start="2120" data-end="2170">Permissions, alerts, and admin role assignments.</LI> </UL> <P>A big thank you to all our community members for your questions, solutions, and knowledge-sharing this week. <span class="lia-unicode-emoji" title=":raising_hands:">🙌</span> Keep the momentum going—we can’t wait to see what insights you’ll bring next week!&nbsp;<span class="lia-unicode-emoji" title=":rocket:">🚀</span></P> Wed, 24 Sep 2025 14:07:37 GMT Sujitha 2025-09-24T14:07:37Z https://community.databricks.com/t5/announcements/weekly-delta-17-23-september-a-look-back-at-this-week-s-top/m-p/132946#M347 <P data-start="145" data-end="273">This week, the Databricks Community saw a great mix of product discussions, technical deep dives, and new user group activity:</P> <P data-start="275" data-end="305"><STRONG><span class="lia-unicode-emoji" title=":blue_book:">📘</span> Fresh Content &amp; Community Blogs</STRONG></P> <UL> <LI data-start="773" data-end="864"><A href="https://community.databricks.com/t5/community-articles/episode-1-getting-data-in-learning-databricks-one-brick-at-a/m-p/132759" target="_blank" rel="noopener">(Episode 1) Learning Databricks One Brick at a Time – Free Edition</A></LI> <LI data-start="773" data-end="864"><A href="https://community.databricks.com/t5/community-articles/what-does-full-stack-development-mean-in-the-world-of-databricks/m-p/132641#M49581" target="_self">What Does “Full Stack Development” Mean in the World of Databricks?</A></LI> <LI data-start="773" data-end="864"><A href="https://community.databricks.com/t5/community-articles/accelerating-data-migration-and-data-engineering-with-ai-the/td-p/132193" target="_blank" rel="noopener">Accelerating Data Migration and Data Engineering with AI</A></LI> <LI><A href="https://community.databricks.com/t5/community-articles/corrupted-delta-logs/m-p/132407" target="_blank" rel="noopener">Corrupted Delta Logs</A></LI> <LI><A href="https://community.databricks.com/t5/machine-learning/data-drift-amp-model-comparison-in-production-mlops-handling/td-p/128452#M4326" target="_blank" rel="noopener">Data Drift &amp; Model Comparison in Production MLOps — handling scale changes with AutoML</A></LI> </UL> <P data-start="1159" data-end="1186"><STRONG><span class="lia-unicode-emoji" title=":round_pushpin:">📍</span> Community &amp; Events</STRONG></P> <UL> <LI data-start="1189" data-end="1275"><A href="https://community.databricks.com/t5/denverbricks/announcing-denverbricks-the-new-denver-databricks-user-group/m-p/132503#M1" target="_self">Announcing DenverBricks — our new Denver Databricks User Group + first meeting</A>&nbsp;</LI> <LI data-start="1278" data-end="1335"><A href="https://community.databricks.com/t5/paris/open-lakehouse-ai-paris-november-24/td-p/132872" target="_self">Open Lakehouse + AI Paris | Nov 24 — upcoming meetup.</A></LI> <LI data-start="1338" data-end="1391"><A href="https://community.databricks.com/t5/san-antonio/user-group-meetup-topics/m-p/132881#M2" target="_self">New user group meetup topics discussion underway.</A></LI> </UL> <P data-start="1393" data-end="1442"><STRONG><span class="lia-unicode-emoji" title=":light_bulb:">💡</span> Highlighted Discussions &amp; Best Practices</STRONG></P> <UL> <LI data-start="1445" data-end="1518"><A href="https://community.databricks.com/t5/administration-architecture/databricks-one/m-p/132513#M4070" target="_self">Guidance on Databricks One: enablement locations + visibility issues.</A></LI> <LI data-start="1521" data-end="1616"><A href="https://community.databricks.com/t5/data-governance/best-governance-practice-for-providing-access-to-production/m-p/126491" target="_self">Best practices for governance — accessing production catalogs safely in lower environments.</A></LI> <LI data-start="1619" data-end="1698"><A href="https://community.databricks.com/t5/data-engineering/inconsistent-behavior-of-lakebridge-transpiler-for-similar/m-p/132363" target="_self">Insights on LakeBridge transpiler limitations, strategies, and workarounds.</A></LI> <LI data-start="1701" data-end="1801"><A href="https://community.databricks.com/t5/data-engineering/retrieving-last-data-and-metadata-refresh-datetimes-of-table-in/m-p/132486" target="_self">Retrieving last refresh dates of data &amp; metadata — complete list of DESCRIBE HISTORY operations.</A></LI> </UL> <P data-start="1803" data-end="1855"><span class="lia-unicode-emoji" title=":white_heavy_check_mark:">✅</span> 25+ questions resolved this week, including:</P> <UL> <LI data-start="1858" data-end="1900">Ownership changes in materialized views.</LI> <LI data-start="1903" data-end="1953">Unauthorized access during masked column merges.</LI> <LI data-start="1956" data-end="2006">Serverless Spark OOM errors on large JSON files.</LI> <LI data-start="2009" data-end="2050">DLT pipeline + KafkaAdminClient issues.</LI> <LI data-start="2053" data-end="2117">Connectivity setups (e.g., Cloud SQL with GCP, MongoDB Spark).</LI> <LI data-start="2120" data-end="2170">Permissions, alerts, and admin role assignments.</LI> </UL> <P>A big thank you to all our community members for your questions, solutions, and knowledge-sharing this week. <span class="lia-unicode-emoji" title=":raising_hands:">🙌</span> Keep the momentum going—we can’t wait to see what insights you’ll bring next week!&nbsp;<span class="lia-unicode-emoji" title=":rocket:">🚀</span></P> Wed, 24 Sep 2025 14:07:37 GMT https://community.databricks.com/t5/announcements/weekly-delta-17-23-september-a-look-back-at-this-week-s-top/m-p/132946#M347 Sujitha 2025-09-24T14:07:37Z