Hey Databricks Community! Join us for a free, community-sponsored BrickTalk on Thursday, October 29! BrickTalks is a community event series where Databricks experts share real-world use cases, demos, and practical insights for building with data and ...
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2 weeks ago
Hey Databricks Community! Join us for a free, community-sponsored BrickTalk on Thursday, November 5! BrickTalks is a community event series where Databricks experts share real-world use cases, demos, and practical insights for building with data and ...
- 189 Views
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- 2 kudos
Thursday
DATA + AI LIVE Time: AMER Nov 11 / 9 AM PT / 12 PM ET APAC Nov 12 / 9:30 AM IST / 12 PM SGT / 1 PM JST-KST / 3 PM AEDT EMEA Nov 17 / 9 AM GMT / 10 AM CET Register for the Workshop Note: Marking RSVP on this Community event does not register you fo...
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Wednesday
REGISTRATION IS NOW OPEN The Data + AI World Tour is heading your way A free, one-day event on how organizations are building AI they can trust to deliver real outcomes - by grounding models in their own enterprise data and business context. THE...
- 2970 Views
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09-01-2026
Community Champion • September 2026 Meet Venugopal Dabbara Every month, our Community Champion Program recognizes a member who makes the Databricks Community better for everyone, through their knowledge, their willingness to help, and their commitmen...
- 838 Views
- 3 replies
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3 weeks ago
Responsible gaming initiatives are becoming increasingly important as regulation, gameplay experiences and the betting and gaming industry continue to expand. The Responsible Gaming Solution Accelerator, developed in partnership with AWS, shows how t...
- 160 Views
- 1 replies
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Thursday
Recap • September 14 – October 11 Community Pulse Four weeks of articles, learning content, and conversations – the highlights, all in one read. Community Stars The members who showed up and made a real difference : @ivanvyd @data_pulse @Tho...
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2 weeks ago
Community Activity
- 72 Views
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Resolved! Anyone migrated from legacy CDF to Auto CDF yet?
Databricks mentions in the DBR 19 release notes that Auto CDF removes write-time overhead and can make MERGE and UPDATE operations about 15% faster on tables queried for changesFor anyone who has moved an existing pipeline from legacy CDF to Auto CDF...
- 331 Views
- 2 replies
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Latest Reply
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I carried out an independent Auto CDF vs Legacy CDF benchmark using with serverless compute (DBR 19.11), testing datasets with volumes of 100K, 1M and 5M rows.The results were quite interesting, particularly around MERGE performance, storage reductio...
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- 46 Views
- 1 replies
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Suspended Databricks Certified Professional Exam Without Any Reason
I am writing to formally appeal the automatic suspension of my recent Databricks Certified Professional exam session. I have been preparing hard for this exam from last 2-3 months as it is required on client side and urgent.There is other issues from...
- 46 Views
- 1 replies
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@Cert-Team could you please help in resolving it.
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- 163 Views
- 3 replies
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Do We Need a New Role in Data Organizations — The Semantic Steward?
As data platforms evolve from managing data to managing business meaning, is it time to introduce a new role: Semantic Steward?Traditionally, data governance has focused on data quality, ownership, security, lineage, and compliance.But with the rise ...
- 163 Views
- 3 replies
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Latest Reply
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Exactly: use agents as a starting point, but decide up front which responsibilities require the human touch and optimize that experience!
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- 90 Views
- 2 replies
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Databricks Unity Catalog Foreign Catalog – Timezone Mismatch with AWS RDS PostgreSQL Affecting Query
Hi Databricks Community,I'm facing a timezone-related issue with a Unity Catalog Foreign Catalog connected to AWS RDS PostgreSQL and would appreciate some guidance on the best way to handle it centrally.Current Setup:Source: AWS RDS PostgreSQL (confi...
- 90 Views
- 2 replies
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Latest Reply
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There is no supported configuration at the Foreign Catalog, connection or federation level to override this. The options for PostgreSQL cover host, port, user, password, database and SSL settings - no timezone option exists. Similarly, there is no me...
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- 94 Views
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DBeaver Connection to DBX UC Triggering Queries and SQL Pro Warehouse Failure –EC instances Remain
Hi Databricks Community,I'm experiencing an unusual issue when connecting DBeaver to Databricks Unity Catalog (UC) through a SQL Pro Warehouse and would appreciate insights from anyone who has encountered similar behavior.Current SetupClient: DBeaver...
- 94 Views
- 2 replies
- 3 kudos
Latest Reply
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DBeaver may do catalog and schema introspection along with metadata discovery queries at startup and its expected behavior. Establishing a JDBC/ODBC connection can auto start a stopped SQL warehouse, meaning connecting DBeaver alone is enough to trig...
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- 82 Views
- 1 replies
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Which context improves Genie accuracy most? I benchmarked 4 layers
I wanted to know which kind of business context actually moves Genie's accuracy, so I ran a small benchmark on samples.wanderbricks: 30 questions (15 scenarios in 2 phrasings), each with ground-truth SQL, adding one layer of context at a time in a ne...
- 82 Views
- 1 replies
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Latest Reply
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Thanks for sharing the numbers. The result that only 1 of 36 business-definition answers was right with tables alone is the most useful part, and it matches what you would expect when the definition of revenue lives only in people's heads. A few thin...
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Row level Data MASKING on multiple tables
Hi Community,I'm looking for guidance on implementing row-level masking (RLM) at scale in Databricks using Unity Catalog.Our challenge is that we have schemas containing a large number of tables (for example, one schema contains approximately 120 tab...
- 419 Views
- 4 replies
- 1 kudos
Latest Reply
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Hi @ChristophIRE,Building on the replies above, here is a rollout checklist for the tag-based ABAC approach, with code.Coverage check per tableFor each table, record which sensitive columns match the policy and where the entitlement key comes from. A...
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- 452 Views
- 3 replies
- 3 kudos
Databricks Asset Bundles: How to manage dependencies between volumes/files and cluster creation?
Problem Statement:I have a Databricks Asset Bundles (DAB) project with the following requirement:I need to create an all-purpose cluster whose configuration references:An init script stored at /Volumes/<catalog>/<schema>/<volume>/scripts/init_script...
- 452 Views
- 3 replies
- 3 kudos
Latest Reply
- 3 kudos
Hello @geramkumar, Following up on @SumeshKashyap's answer with the doc references, plus a few points to check on option 2, since you plan to explore it. The current docs also take the second deploy out of most releases. Bundles still have no resourc...
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