Hey Databricks Community! Join us for a free, community-sponsored BrickTalk on Thursday, August 20, 2026! BrickTalks is a community event series where Databricks experts share real-world use cases, demos, and practical insights for building with data...
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Tuesday
VIRTUAL TRAINING Time: AMER Aug 19 – Aug 20, 2026 | 9:00 AM PT / 12:00 PM ET Register for the Workshop Note: Marking RSVP on this Community event does not register you for the workshop. Please use the Register button above to complete your registr...
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- 1 replies
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3 weeks ago
Databricks EMEA Learning Festival Hands On Virtual Training 29–30 September 2026 · 09:00 BST / 10:00 CEST · Fully virtual · Free to join Ready to accelerate your journey on Data & AI? Join us for the EMEA Learning Festival. A two-day, hands-on vir...
- 501 Views
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- 1 kudos
Tuesday
Congratulations to all members who have received the new Databricks Partner badge! Your badge recognizes your affiliation with the Databricks Partner ecosystem and helps community members quickly identify trusted partner professionals across discuss...
- 3899 Views
- 41 replies
- 9 kudos
2 weeks ago
WEBINARTime:AMER - Aug 13, 10:00 AM PT / 1:00 PM ETEMEA - Aug 13, 9:00 AM GMT / 10:00 AM BST / 11:00 AM CESTAPAC - Aug 13, 9:30 AM IST / 12 PM SGT / 1PM JST/KST / 2 PM AEST (Japanese and Korean captions available) Register for the Workshop Note: M...
- 1053 Views
- 0 replies
- 1 kudos
3 weeks ago
New in Community Say hello to the Genie Hub Your questions about Databricks Genie, answered by the people actually building with it. Ask the community anything about Genie… Ask → Genie runs on plain-language conversation - you ask, it answers f...
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- 1 replies
- 5 kudos
4 weeks ago
Help Your Knowledge Reach More People Every Technical Blog, Community Article, MVP article, or answer you share can help someone beyond the Databricks Community. Small improvements in how you write can make your content easier to discover through C...
- 1788 Views
- 1 replies
- 4 kudos
07-15-2026
Our Community Champion Program has always been about recognizing individuals who consistently show up to support others, share their expertise, and strengthen the Databricks Community. Alongside our customers, we’re equally proud to recognize the inc...
- 510 Views
- 4 replies
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Monday
In programmatic advertising, the value of an impression depends on whether an ad is viewed by a user. The Real-Time Bidding Optimization Solution Accelerator shows how to predict ad viewability and use those insights to optimize bidding strategies, m...
- 514 Views
- 0 replies
- 1 kudos
2 weeks ago
The Weekly Digest • August 3 – 9 Community Pulse A new week, a fresh wave of articles, answers, and discussions. Here's your weekly catch-up. This Week's Community Stars The members who showed up and made a difference this week: @balajij8 @T...
- 364 Views
- 1 replies
- 3 kudos
Wednesday
Community Activity
- 117 Views
- 2 replies
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Exam issues due to Webassessor maintenance
Good afternoon,To the Databricks team,I am writing to inform you that I was scheduled to take my exam Databricks Certified Generative AI Engineer on August 11th at 11:00 PM, but unfortunately, I was unable to do so due to maintenance on the Webassess...
- 117 Views
- 2 replies
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Latest Reply
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If you’re experiencing exam issues because of Webassessor maintenance, it can be frustrating, especially when you have prepared carefully for your test. Maintenance may temporarily affect exam scheduling, login access, or the ability to launch an exa...
- 0 kudos
- 12219 Views
- 11 replies
- 6 kudos
Resolved! Unity catalog implementation
Hello Databricks Community,We are in the process of planning a Unity Catalog implementation for our organization, and I'd like to seek input on some architectural decisions. We're considering various approaches to workspace separation, storage accoun...
- 12219 Views
- 11 replies
- 6 kudos
Latest Reply
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On AWS and GCP, a Databricks account is an independent entity, so having one Databricks account per environment (Dev/Test/Prod) is a straightforward approach and naturally results in separate Unity Catalog metastores per environment.For Azure Databri...
- 6 kudos
- 251 Views
- 2 replies
- 5 kudos
Dashboard for Genie Cost and Usage tracking
Sharing my new dashboard for tracking Genie usage and costs, suggestions for improvements and features are welcome.The current version displays and aggregates Genie LLM costs, free & billable DBU consumptions, and code interactions per user on a dail...
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- 2 replies
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- 135 Views
- 1 replies
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Billing
Hello, where can I find a breakdown of usage from the monitoring.azure_costs.costs_details table? I filtered MeterCategory = 'Foundry Models' to find out who is using which models, but the data there is only aggregated.
- 135 Views
- 1 replies
- 0 kudos
Latest Reply
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Based on my understanding, that is the expected case. The Cost management gives data at aggregated level and not granular one. In case if there is a need to identifying user to model suage, then we would have to enable diagnostic setting into Azure A...
- 0 kudos
- 3965 Views
- 3 replies
- 0 kudos
Get information from Power BI via XMLA
Hello everyone I am trying to get information from Power BI semantic models via XMLA endpoint using PySpark in Databricks.Can someone help me with that?tks
- 3965 Views
- 3 replies
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Latest Reply
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You would need the power bi report to be in a Fabric/premium capacity workspace and Capacity setting XMLA Endpoint = Read (or Read/Write) Any specific reason why via XMLA endpoint?Via the REST API : Datasets - Execute Queries - REST API (Power BI Pow...
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- 36 Views
- 0 replies
- 0 kudos
Oracle CDC Ingestion Pipeline - Schema Exploration finds 0 tables when DB_DOMAIN
Hi,I'm setting up an Oracle Integrated CDC Managed Ingestion Pipeline (LakeFlow Connect) on Azure Databricks. The pipeline connects to Oracle 19c successfully but Schema Exploration always returns 0 tables.Error:Schema Exploration has COMPLETED in 5 ...
- 36 Views
- 0 replies
- 0 kudos
- 118 Views
- 2 replies
- 0 kudos
- 118 Views
- 2 replies
- 0 kudos
- 71 Views
- 0 replies
- 0 kudos
Exploring Databricks Instructed-Retriever-1 Through a Data Engineering Use Case
I have been exploring the architecture behind Agent Bricks Knowledge Assistant, particularly the relationship between Instructed Retriever and the newer Instructed-Retriever-1 model.One practical question helped me understand the difference:“The prod...
- 71 Views
- 0 replies
- 0 kudos
- 2012 Views
- 6 replies
- 6 kudos
Resolved! Unexpected Script Execution Differences on databricks.com vs Mobile-Triggered Runtimes
I’m noticing some unusual inconsistencies in how scripts execute on databricks.com compared to when the same workflow is triggered through a mobile-based API. On Databricks, the script runs perfectly when executed directly inside a cluster notebook. ...
- 2012 Views
- 6 replies
- 6 kudos
Latest Reply
- 6 kudos
Most likely it’s the execution context rather than Databricks itself. Compare environment variables, runtime/cluster settings, session initialization, and job parameters between notebook and API runs. Timing-sensitive code can also behave differently...
- 6 kudos
- 820 Views
- 2 replies
- 1 kudos
Resolved! Databricks Spatial SQL - examples and tutorials?
Hello,I recently learned about Databricks being now able to handle geospatial data. With my background in geospatial, that got me curious for sure I was wondering if anybody has used examples, maybe a tutorial, to learn about geospatial in databricks...
- 820 Views
- 2 replies
- 1 kudos
Latest Reply
- 1 kudos
I’m also interested in how Spatial SQL can be used with real-world location data, especially for creating simple map-based examples. The combination of SQL and geospatial analysis seems really useful for beginners. Starting with a small point dataset...
- 1 kudos
- 81 Views
- 0 replies
- 0 kudos
Issues with Custom Agents on Free Edition
I have ran into a few issues while learning how to use Custom Agents in Databricks Apps that I would like to call out - both to help others and hopefully motivate platform improvements.The only model that seems to work is databricks-meta-llama-3-3-70...
- 81 Views
- 0 replies
- 0 kudos
- 209 Views
- 0 replies
- 0 kudos
Are We Entering the Context Engineering Era?
I’ve been thinking about how enterprise AI is changing, especially after attending the Data + AI Summit 2026 and hearing Ali Ghodsi emphasize the importance of enterprise context. It made the direction much clearer to me. We already have very capable...
- 209 Views
- 0 replies
- 0 kudos
- 177 Views
- 2 replies
- 1 kudos
Request for Name Correction on Databricks Certification
Dear Databricks Certification Support Team, I recently completed my certification and noticed that my name is incorrectly displayed on my Databricks certification. I would like to request a correction so that my certification records accurately refle...
- 177 Views
- 2 replies
- 1 kudos
Latest Reply
- 1 kudos
Contact Databricks Certification Support and Webassessor Support to request the name correction. Provide your legal name and any required proof, and ask them to update your profile so future certificates show the correct name.
- 1 kudos
- 269 Views
- 3 replies
- 0 kudos
How to extract data from SAP to Databricks?
Hey everyone, I'm working through a project where I need to get data out of SAP S4Hana and into Databricks, and I'd love to pick the brains of anyone who's done this before.A few things I'm trying to figure out:How are you actually pulling the data o...
- 269 Views
- 3 replies
- 0 kudos
Latest Reply
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Hi,SAP BDC is one option to consider.SAP Databricks in Business Data Cloud sap-bdc OpenSharing
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- 97 Views
- 0 replies
- 0 kudos
Telegrama: +18607976358 COMPRE DINERO FALSO EN LÍNEA
Telegrama: +18607976358COMPRE DINERO FALSO EN LÍNEACompre billetes falsos en euros para la venta: Este dinero falso indetectable después de la producción parece dinero real y de alguna manera está estrechamente relacionado con lo real. EURO falso bar...
- 97 Views
- 0 replies
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Announcements
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