π Community Pulse: Your Weekly Roundup! December 22, 2025 β January 04, 2026
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Tuesday
The calendar changed. The conversations didnβt.
The year turned somewhere between a solved thread and a new question.
No pause. No reset β just learning, continuing right where it left off.
Hereβs how it unfolded π
π Voices That Moved the Conversation Forward
Featuring members who moved conversations forward with clarity, curiosity, and the confidence to contribute β welcoming a few new names into the callout π
@Hubert-Dudek | @mukul1409 | @Sanjeeb2024
+ Top Brickster contributors:
@iyashk-DB | @emma_s
Note: Names are listed in no particular order.
π§ Community Articles & Partner Blog
From new feature updates to practical walkthroughs and lessons learned, the articles bring a surge of knowledge worth exploringπ
- Databricks Excel Reader
- Labels and sort by Field
- Databricks Lakeflow Jobs Workflow Backfill
- New resources under DABS
- Goodbye community edition, Long live the free edition
- Databricks Table Protection Features
- 5 Reasons You Should Be Using LakeFlow Jobs as Your Default Orchestrator
- Databricks Asset Bundles Direct Mode
- Version 1.1: Data Isolation and Governance within PySpark DataFrame's
- Designing Reliable StreamβStream Joins with Watermarks in Databricks
- Meta Ads is now a native data source in Databricks Lakeflow Connect
- Lakebase Use Cases
- PostgreSQL to Databricks made simpler with Lakeflow Connect(Public Preview)
- Flexible Node Types
- DABs: Referencing Your Resources
- Confluence Lakeflow Connector
- [PARTNER BLOG] Zerobus Ingest on Databricks
π Key Threads & Insights
Highlights from the Discussionsπ
- Azure databricks streamlit app unity catalog access
- How do I improve the performance of my Random Forest model on Databricks?
- Need Help - System tables that contains all databricks users, service principal details !!
- Iceberg interoperability between Databricks and external catalogs
- Azure Content Understanding Equivalent
β
Problems β Solved
This is where learning turns into impact π
- while loading data from dataframe to spark sql table using .saveAstable() option, not working
- st_point is disabled or unsupported
- What are recommended approaches for feature engineering in Databricks ML projects?
- Calling a function with parameters via Spark ODBC driver
- Import .py files module does not work on VNET injected workspace
Every solved thread is more than a checkbox β itβs shared knowledge fueling thousands of brains. And itβs all possible because of you. This is what makes the Databricks Community truly special. π
Wishing you all a very happy 2026 π! May this year supercharge your learning, spark new insights, and take our Community to the next level. π
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Tuesday
Thank you @Advika
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yesterday
Thanks @Advika π