Ready to level up your skills before the biggest data and AI event of the year? From May 27 through June 3, we are cutting prices in half. Expert-led training courses are just $212.50 each! Register for Data + AI Summit today and pick from 20+ hands...
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- 1 replies
- 2 kudos
Thursday
Hey Databricks Community! Join us for a free Databricks Community sponsored BrickTalk on Thursday, June 4! BrickTalks is a community event series where Databricks experts share real-world use cases, demos, and practical insights for building with dat...
- 354 Views
- 1 replies
- 1 kudos
a week ago
We’re getting ready to pilot the Databricks Detective Series ahead of its launch at Data + AI Summit 2026, and we’re looking for Community members to help test it. Databricks Detective Series is a free, gamified, hands-on experience where you become...
- 1308 Views
- 8 replies
- 8 kudos
3 weeks ago
Calling all builders!Since GA, thousands of teams have moved production workloads onto Lakebase. We want to hear how you’re using it.A few examples of stories we’d love to capture: Building stateful AI agents that need persistent memory alongside lak...
- 1130 Views
- 9 replies
- 1 kudos
3 weeks ago
Already registered for Data + AI Summit 2026? Join us on Monday, June 15 for the Databricks Apps & Agents for Good Hackathon 2026, hosted in partnership with OpenAI. Secure your spot and apply by Sunday May, 31 Note: Marking RSVP on this Community ...
- 928 Views
- 1 replies
- 1 kudos
3 weeks ago
DAIS 2026 · Speaker Spotlight A conversationwith Khushboo Beniwal On building hyper-personalized media experiences at scale — where no two users should have the same journey, and content and advertising flow as one seamless stream. The Sess...
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- 0 replies
- 0 kudos
12 hours ago
RFM segmentation helps retail brands use first-party data to better understand their customers based on Recency, Frequency and Monetary value. The Recency, Frequency and Monetary (RFM) Segmentation Solution Accelerator shows how organizations can cal...
- 140 Views
- 0 replies
- 0 kudos
yesterday
The Weekly Digest • May 25 – May 31 Community Pulse Your weekly roundup of top threads, fresh articles, and community wins. This Week's Community Stars Recognizing the people who kept the community moving forward -- with a new face in the mix ...
- 96 Views
- 0 replies
- 2 kudos
9 hours ago
Community Activity
- 10 Views
- 2 replies
- 1 kudos
SQL Warehouse stuck on "Cluster Start-up Delayed"
Hi everyone,I'm running into an issue with my Starter Warehouse on Databricks and would appreciate any help or pointers.Problem: My SQL Warehouse has been stuck in a Starting state with the following warning:Cluster Start-up Delayed. Please wait whil...
- 10 Views
- 2 replies
- 1 kudos
Latest Reply
- 1 kudos
Hi @Nid-cbs, Sorry you're running into this. A few minutes of startup time can occur while the warehouse is provisioning, but if it has been stuck in Starting for quite a while, it could also be related to cloud quota or backend capacity, so it would...
- 1 kudos
- 22 Views
- 1 replies
- 0 kudos
API - Service Principle Secret Generation
Hi everyone,I am looking for a way to automatically create service principals, including their secrets, for M2M OAuth.I know that service principals can be created via the API, but it seems that creating secrets for those service principals via the A...
- 22 Views
- 1 replies
- 0 kudos
Latest Reply
- 0 kudos
Hi @yustus ,The AccountClient in the Databricks Python SDK exposes service_principal_secrets, which lets administrators create and manage OAuth secrets for service principals. The generated secrets can then be used to obtain OAuth access tokens for a...
- 0 kudos
- 513 Views
- 1 replies
- 2 kudos
FLASH SALE: Save 50% on Summit Training ⚡
Ready to level up your skills before the biggest data and AI event of the year? From May 27 through June 3, we are cutting prices in half. Expert-led training courses are just $212.50 each! Register for Data + AI Summit today and pick from 20+ hands...
- 513 Views
- 1 replies
- 2 kudos
Latest Reply
- 2 kudos
For virtual or live attend?
- 2 kudos
- 43 Views
- 0 replies
- 0 kudos
CUSTOMER STORY | DIRECTV scales conversational analytics with Genie
"With Databricks’ Genie, our team can ask questions in plain language instead of writing SQL, which has simplified how we access data." - Malav Shah, Director, Data Science, DIRECTV DIRECTV, a leading video and entertainment provider, bui...
- 43 Views
- 0 replies
- 0 kudos
- 36 Views
- 0 replies
- 0 kudos
Databricks Introduces Column Popularity in Unity Catalog: A Smarter Way to Understand Data Usage
Databricks continues to enhance data governance and observability with the introduction of Column Popularity in Unity Catalog's Catalog Explorer. This new capability provides data teams with visibility into which columns are queried most frequently a...
- 36 Views
- 0 replies
- 0 kudos
- 24 Views
- 0 replies
- 0 kudos
Why Your Delta MERGE is 5x Slower Than an Overwrite (And How to Fix It)
Hey everyone,We’ve all been there: a Delta Lake MERGE job that should take 20 minutes drags on for 90 minutes, while a full overwrite of the same table finishes in under 20. When an overwrite outpaces a selective merge, it's a massive red flag that y...
- 24 Views
- 0 replies
- 0 kudos
- 3681 Views
- 3 replies
- 0 kudos
Tutorbees logo black
We provide online tutoring for students from Grade 5 and all the way up to professionals. You can find the best tutors for Maths, Biology, Physics, Chemistry, English, Social Sciences, Urdu in the comfort of your home. You can also find professional ...
- 3681 Views
- 3 replies
- 0 kudos
Latest Reply
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Along with Online tutoring, it offers in-demand courses like digital marketing, and online earning skills. Students also get access to free notes, study materials, and learning resources to support their academic journey. More than just an academy, B...
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- 52 Views
- 0 replies
- 0 kudos
Learning Series | Databricks AI/BI for Self-Service Analytics
Databricks Academy offers the free Databricks AI/BI for Self-Service Analytics course to help business users and analysts find answers in their organization’s data using Databricks One, dashboards, and Genie spaces. Instead of requiring deep technica...
- 52 Views
- 0 replies
- 0 kudos
- 28 Views
- 0 replies
- 0 kudos
MCPs not working properly
Has anyone facing the same issue?Basically we created a MCP to use OpenMetadata functionalities. It works fine on AI Playground, and it works fine on Databricks Genie (previously, Databricks One). But when I try to add this MCP on Genie Code, it fail...
- 28 Views
- 0 replies
- 0 kudos
- 245 Views
- 4 replies
- 0 kudos
Liquid Clustering VS Z-ordering
I want to understand difference b/w Liquid Clustering VS Z-ordering and also how both works?
- 245 Views
- 4 replies
- 0 kudos
Latest Reply
- 0 kudos
Z-Ordering physically sorts data using multi-dimensional ordering, but degrades as new data arrives — requiring full, expensive OPTIMIZE reruns to maintain.Liquid Clustering (DBR 13.3+) replaces both Z-Ordering and Hive partitioning. You define it on...
- 0 kudos
- 1141 Views
- 4 replies
- 2 kudos
Resolved! Not able to find lab for Data Engineering Learning Path
I am not able to find the data engineering learning path , i did open partner databricks academy lab which redirected to uplimit where i also enrolled myself to instructor led course but not able to see any labs.
- 1141 Views
- 4 replies
- 2 kudos
Latest Reply
- 2 kudos
Thanks, Junaid! This cleared things up for me. I’ve enrolled and received the session invites, so I’ll wait for the next cohort to start and check for lab access then
- 2 kudos
- 156 Views
- 3 replies
- 0 kudos
Enable CDC in Lakeflow Connect Tables
Hello everyone, I'm implementing a project that requires AutoCDC workflows using Lakeflow.The architecture is as follows: Data is ingested from a database using Lakeflow Connect, and then a declarative pipeline performs some transformations on this d...
- 156 Views
- 3 replies
- 0 kudos
Latest Reply
- 0 kudos
Lakeflow Connect tables generally already include the CDC metadata required for downstream processing. I'd first check:SHOW TBLPROPERTIES <catalog>.<schema>.<table>; If delta.enableChangeDataFeed=true is present, you can directly consume the table w...
- 0 kudos
- 96 Views
- 0 replies
- 2 kudos
🌟 Community Pulse: Your Weekly Roundup! May 25 – 31, 2026
The Weekly Digest • May 25 – May 31 Community Pulse Your weekly roundup of top threads, fresh articles, and community wins. This Week's Community Stars Recognizing the people who kept the community moving forward -- with a new face in the mix ...
- 96 Views
- 0 replies
- 2 kudos
- 354 Views
- 1 replies
- 1 kudos
Community BrickTalk: Using AI to Navigate Unfamiliar Business Data
Hey Databricks Community! Join us for a free Databricks Community sponsored BrickTalk on Thursday, June 4! BrickTalks is a community event series where Databricks experts share real-world use cases, demos, and practical insights for building with dat...
- 354 Views
- 1 replies
- 1 kudos
Latest Reply
- 1 kudos
Last chance to lock in your spot!Don't miss out on tomorrow's BrickTalk! If you're looking to cut through the data noise and start making confident, AI-driven business decisions without the coding jargon, this is the session for you. Happening tomo...
- 1 kudos
- 85 Views
- 3 replies
- 1 kudos
Databricks Python stored procedures
Hi,I am using databricks runtime 17.3.x-scala2.13 , But I am unable to create python stored procedures, (functions are possible but they dont support a spark session like below) , any thoughts/help is much appreciated ? [INVALID_STATEMENT_OR_CLAUSE]...
- 85 Views
- 3 replies
- 1 kudos
Latest Reply
- 1 kudos
Databricks stored procedures currently support LANGUAGE SQL, not LANGUAGE PYTHON, so that error is expected. Docs show CREATE PROCEDURE supports LANGUAGE SQL only, on DBR 17.0+ with Unity Catalog.
- 1 kudos
Announcements
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