cancel
Showing results for 
Search instead for 
Did you mean: 
cancel
Showing results for 
Search instead for 
Did you mean: 
Upcoming Community BrickTalk: Mastering Databricks Genie Capabilities

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...

  • 58 Views
  • 0 replies
  • 0 kudos
2 hours ago
Databricks AMER Learning Festival | Virtual Training

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...

  • 1839 Views
  • 1 replies
  • 6 kudos
3 weeks ago
Congratulations Databricks Partners! You're Now Officially Recognized in the Databricks Community

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...

  • 2801 Views
  • 34 replies
  • 9 kudos
2 weeks ago
Govern AI Spend at Scale: A Data-Driven Approach to AI Governance | Webinar

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...

  • 773 Views
  • 0 replies
  • 1 kudos
2 weeks ago
Introducing the Genie Hub: Ask Questions, Share Builds, and Master Conversational Analytics

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...

  • 1013 Views
  • 1 replies
  • 5 kudos
3 weeks ago
How to Optimize Your Content for GEO: Best Practices for Writing Discoverable Community Content

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...

  • 1583 Views
  • 1 replies
  • 4 kudos
4 weeks ago
Databricks Community Champion - July 2026 - Emma Stowell

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...

  • 191 Views
  • 4 replies
  • 5 kudos
yesterday
Solution Accelerator Series | Real-Time Bidding Optimization

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...

  • 296 Views
  • 0 replies
  • 0 kudos
a week ago
🌟 Community Pulse: Your Weekly Roundup! July 20 – August 02, 2026

The Weekly Digest • July 20 – August 2 Community Pulse From technical deep-dives to trending discussions – your community digest is here.  OUR STANDOUT COMMUNITY STARS   Celebrating the members who made a difference this period : @balajij8 @bin...

  • 551 Views
  • 2 replies
  • 3 kudos
Tuesday

Community Activity

KrisJohannesen
by > Valued Contributor
  • 20 Views
  • 1 replies
  • 0 kudos

Multi-fact Star Schema patterns in Databricks

If you have been brought up in the Microsoft stack, post MDX, you have most likely been taught the Kimball way of modelling your data: A Star SchemaIf you are coming from the Power BI world, you have most likely come across the term Semantic Models, ...

KrisJohannesen_3-1786445293250.png KrisJohannesen_4-1786445336480.png KrisJohannesen_5-1786445386254.png
  • 20 Views
  • 1 replies
  • 0 kudos
Latest Reply
DamianJaworski
New Contributor II
  • 0 kudos

Thanks you for the summary @KrisJohannesen. It's great to know what is possible, but it all still feels like a workaround. I really hope that Chao Cai's response means that we will real have multi-fact support in metric views.

  • 0 kudos
KrisJohannesen
by > Valued Contributor
  • 1598 Views
  • 6 replies
  • 5 kudos

Metric Views with Power BI and Tabular Editor (Part 3 of 3)

This is part 3 of 3 in a series where I take you through working with Metric Views.Part 1: Introduction to Metric ViewsPart 2: Metric Views and the Databricks platform (AI/BI Dashboards, Genie, etc.)Part 3: Metric Views with Power BI and Tabular Edit...

KrisJohannesen_1-1782113562227.png
  • 1598 Views
  • 6 replies
  • 5 kudos
Latest Reply
DamianJaworski
New Contributor II
  • 5 kudos

Finally someone touching this important topic - I see great interest in migrating semantic layer from power bi to databricks, but lack of true multi-fact support is a major blocker in my opinion and therefore I'm cooling down the enthusiasm ;-). @Kri...

  • 5 kudos
5 More Replies
Rishabh_Tiwari
by Community Manager
  • 2801 Views
  • 34 replies
  • 58 kudos

Congratulations Databricks Partners! You're Now Officially Recognized in the Databricks Community

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...

community-page-partner-icon-2x.png community-page-partner-icon-2x.png
  • 2801 Views
  • 34 replies
  • 58 kudos
Latest Reply
CURIOUS_DE
Valued Contributor
  • 58 kudos

Hi @Rishabh_Tiwari I’m a Databricks Partner, but I don’t see the Partner badge on my profile. Could you please check and let me know how I can get it enabled?

  • 58 kudos
33 More Replies
anmolhhns
by > New Contributor III
  • 23 Views
  • 0 replies
  • 0 kudos

AI/BI Dashboard pivot export: Excel

Hey, currently we have an AI/BI Dashboard pivot table with a row hierarchy such as: outlet->date->dayIn the dashboard, users can expand/collapse the hierarchy and may be viewing only the top-level outlet aggregation.However, when downloading the pivo...

  • 23 Views
  • 0 replies
  • 0 kudos
HILL22
by > New Contributor II
  • 61 Views
  • 4 replies
  • 3 kudos

How to manage SQL queries for business data extraction in Databricks?

Hi everyone,Our data team frequently receives data extraction requests from business teams. Most requests are relatively simple and are handled by writing SQL queries in Databricks.We are looking for a good way to manage these SQL queries as the numb...

  • 61 Views
  • 4 replies
  • 3 kudos
Latest Reply
balajij8
Esteemed Contributor
  • 3 kudos

The catalog table generally adds maintenance overhead in manual cases as it can drift out of sync with actual queries if managed manually. Databricks capabilities might be enough as you can use Workspace search (searches across query names and conten...

  • 3 kudos
3 More Replies
tomodachilifero
by > New Contributor
  • 253 Views
  • 5 replies
  • 0 kudos

How Can I Analyze Gaming Website Traffic and Search Trends with Databricks?

I'm learning Databricks, and I'm interested in using it to analyze data from a gaming website focused on Tomodachi Life ROM .I'd like to understand the best approach for building a simple analytics workflow.Some questions I have are:How can I import ...

  • 253 Views
  • 5 replies
  • 0 kudos
Latest Reply
JamesBennett
  • 0 kudos

Databricks has a lot of useful material for getting started, especially if you’re new to the platform. I’d recommend beginning with the basic workspace and notebook concepts, then moving on to Spark, SQL, and Delta Lake once you’re comfortable with t...

  • 0 kudos
4 More Replies
Tushar_Parekar
by Databricks Employee
  • 58 Views
  • 0 replies
  • 0 kudos

Upcoming Community BrickTalk: Mastering Databricks Genie Capabilities

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...

Bricktalk_final.png
  • 58 Views
  • 0 replies
  • 0 kudos
Upendra_Dwivedi
by > Databricks Partner
  • 22 Views
  • 0 replies
  • 0 kudos

Disabling Change Tracking and enabling Change Data Capture in SQL Server Lakeflow

Hi All,I want to know my lakeflow connect pipeline has stopped running because Change Tracking is enabled and table doesn't have a primary key and i want to switch to CDC now. Will it impact my pipeline. What are the steps i need to follow to on inge...

  • 22 Views
  • 0 replies
  • 0 kudos
kfadratek
by > New Contributor
  • 32 Views
  • 1 replies
  • 0 kudos

Azure Databricks Default Package Repository with Azure Key Vault-backed Secret Scope

Hi,I’m trying to configure Default Python Package Repository in an Azure Databricks workspace and would like to clarify whether the predefined secret scope can be backed by Azure Key Vault.According to the documentation, Default Package Repository ca...

  • 32 Views
  • 1 replies
  • 0 kudos
Latest Reply
ShamenParis
Contributor
  • 0 kudos

Hi @kfadratek ,Yes, an Azure Key Vault (AKV) backed scope will work, but Databricks has to resolve it automatically in the background.The UI is built to write secrets. Since AKV scopes are read-only from the Databricks side, the UI won't let you map ...

  • 0 kudos
yit337
by > Contributor
  • 31 Views
  • 1 replies
  • 0 kudos

Is VARIANT supported in Databricks-to-Open sharing?

I can't find exact documentation on whether VARIANT is supported for Databricks-to-Open sharing.. Any information is welcome

  • 31 Views
  • 1 replies
  • 0 kudos
Latest Reply
Sumit_7
Esteemed Contributor
  • 0 kudos

@yit337 Yes, it is supported as there's no such limitation in the docs.https://docs.databricks.com/aws/en/tables/features/variant

  • 0 kudos
Phani_sannala
by > New Contributor
  • 109 Views
  • 4 replies
  • 10 kudos

From 40 Minutes to 8 minutes: Why We Dropped MERGE in Our SAP BW to Databricks Gold Layer

Infra keeps getting faster, but the fix for a slow notebook is usually a config line, not a bigger cluster.One Spark Config, 32 Minutes Saved: Replacing MERGE with Dynamic Partition OverwriteBy @Phani_sannala , co-authored with @sridharplv Our gold n...

  • 109 Views
  • 4 replies
  • 10 kudos
Latest Reply
VinayKumarB
Databricks Partner
  • 10 kudos

Great work, keep posting!!

  • 10 kudos
3 More Replies
hj648
by > Visitor
  • 110 Views
  • 4 replies
  • 4 kudos

Google Drive ingestion pipeline failing – “Google Drive file system is not enabled”

Hello Databricks Community,I am using Databricks Free Edition and trying to ingest a CSV file from Google Drive using Data Engineering → Data Ingestion → Ingest data from Google Drive.The pipeline validation is failing with the following error:Pipeli...

  • 110 Views
  • 4 replies
  • 4 kudos
Latest Reply
sridhar_dbx
New Contributor III
  • 4 kudos

Lakeflow Connect for Google Drive requires Serverless Compute and Unity Catalog Account-level feature flags. Databricks Community / Free Edition runs on a restricted, shared classic compute environment where Lakeflow Connect preview connectors and se...

  • 4 kudos
3 More Replies
harisrinivasay
by > Contributor
  • 36 Views
  • 0 replies
  • 0 kudos

Solution: Simplify Genie Agent Instruction Updates Across Multiple Spaces

Dear All,As the number of Genie Agents grows, maintaining consistent instructions across multiple Genie Spaces becomes increasingly cumbersome. Updating the same instructions manually in each space requires significant effort and is both time-consumi...

Data Engineering
Genie Agents
  • 36 Views
  • 0 replies
  • 0 kudos
Niyojit
by > New Contributor III
  • 200 Views
  • 1 replies
  • 1 kudos

Resolved! Databricks Delivery expert badge

Hi Team,I recently learned that there are Delivery Expert badges available, and I'm interested in earning them. Could someone please guide me on where I can find the information or links to get started?Thanks in advance!

  • 200 Views
  • 1 replies
  • 1 kudos
Latest Reply
Sumit_7
Esteemed Contributor
  • 1 kudos

@Niyojit Delivery Expert Program is Partner only exclusive. If your organisation is one, login the Partner Dashboard and you'll find it there.

  • 1 kudos
Salam7
by > New Contributor
  • 137 Views
  • 1 replies
  • 0 kudos

Ticket Escalation: Request for Certificate & Webassessor Name Correction (Case #00980951)

Hi Certifications Team,I am writing to request an internal escalation for my support ticket, which has been open since August 1, 2026 without a resolution.Case Number: #00980951Issue: I need a Webassessor name correction to properly align with my leg...

  • 137 Views
  • 1 replies
  • 0 kudos
Latest Reply
Sumit_7
Esteemed Contributor
  • 0 kudos

@Salam7 Check with Webassessor team. Login to your profile and rename. Though this doesn't impact much as far as you could proof the owner and skiils.

  • 0 kudos
Welcome to the Databricks Community!

Once you are logged in, you will be ready to post content, ask questions, participate in discussions, earn badges, and more.

Spend a few minutes exploring Get Started Resources, Learning Paths, Certifications, and Platform Discussions.

Join Learning Events here in the Community.

Connect with peers through Databricks User Groups and learn more about Community Events happening near you. We’re excited to see you get involved.

Top Kudoed Authors

Latest from our Blog

How to Build, Test, and Ship SQL Pipelines on Databricks

SQL is a first-class language in SDP SQL is a first-class language in Spark Declarative Pipelines (SDP). You can build, test, and ship an entire pipeline in SQL. This makes it a powerful tool for thos...

114Views 0kudos

Building Custom Apps on Lakehouse

Every time you copy lakehouse data into an app-side database, you create another system to maintain, another copy to secure, and another pipeline to debug at 2 AM. But that is exactly what teams do wh...

241Views 1kudos