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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5 hours ago
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...
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2 hours ago
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...
- 2872 Views
- 40 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...
- 778 Views
- 0 replies
- 1 kudos
2 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...
- 1015 Views
- 1 replies
- 5 kudos
3 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...
- 1583 Views
- 1 replies
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4 weeks ago
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...
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- 4 replies
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yesterday
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...
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a week ago
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...
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- 2 replies
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Tuesday
Community Activity
- 2872 Views
- 40 replies
- 60 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...
- 2872 Views
- 40 replies
- 60 kudos
Latest Reply
- 60 kudos
Hi @Rishabh_Tiwari - We at Datazymes are partner with Databricks in CS&I category in Healthcare space. It would great if you could verify the badge
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- 0 replies
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Synced Tables - Partitioned Tables
I am using synced tables with Lakebase Postgres and am seeing that all Postgres tables created via synced tables have a partition set based on the primary key I select when making the synced table. This is resulting in our downstream users in Postgre...
- 10 Views
- 0 replies
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- 33 Views
- 1 replies
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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...
- 33 Views
- 1 replies
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Latest Reply
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You can trigger a full refresh on this table to establish a clean CDC baseline. Pause the ingestion pipeline (and the gateway if running continuous Standard CDC) to prevent state conflicts while updating the source. Next, on the SQL Server instance, ...
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- 401 Views
- 2 replies
- 2 kudos
Custom Visualizations in AI/BI Dashboards: Build a Pareto Chart with Vega-Lite
Databricks AI/BI dashboards ship with a solid set of visualization types. But every so often you want something the point-and-click widgets can't quite do. That's what custom visualizations (currently Public Preview) are for. You describe the chart ...
- 401 Views
- 2 replies
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Latest Reply
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Great question @hschimanskiHere is the doc for it: Filter other widgets on selection. There are some requirements listed in the doc. Here is the updated vega lite spec from this blog that uses cross filtering. A few key points: params goes inside th...
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Announcement | Databricks Completes Acquisition of Panther: Accelerating the Security Lakehouse Era
Databricks has completed its acquisition of Panther, bringing Panther’s SOC workflows and detection capabilities together with Lakewatch, Databricks’ open security lakehouse. Together, they are designed to help security teams retain more telemetry, a...
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- 27 Views
- 1 replies
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Unable to Enable Unity Catalog – Azure Managed Identity Credential Not Found
Hi Databricks Community,I am trying to enable Unity Catalog in my Azure Databricks account. As part of the setup, I created an Azure Databricks Access Connector and assigned its managed identity the required permissions on my ADLS Gen2 storage accoun...
- 27 Views
- 1 replies
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Latest Reply
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Hi @Shubh5073 ,As per my understanding of the issue you are facing, the error indicates that Databricks cannot locate the Access Connector resource in Azure, rather than a problem with your ADLS permissions (since you already correctly assigned Stora...
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- 38 Views
- 1 replies
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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...
- 38 Views
- 1 replies
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Latest Reply
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Hi Anmolhhns, AIBI generally exports the underlying dataset tied to that visual across all defined hierarchy fields ignoring whether row or column groups are currently collapsed in it. You can follow belowParameter-Driven AggregationYou can shift the...
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- 29 Views
- 1 replies
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Unity Catalog service credential get_token rejects api:// scope format — "not a valid URI"
Calling get_token() on a Unity Catalog service credential fails for any scope using the api:// App ID URI format. Only https://-scheme resource scopes succeed. The same api:// scopes work correctly with a service principal.Reproductioncredential = db...
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- 1 replies
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Latest Reply
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Hi @Oumeima ,Thank you for the detailed reproduction. As per my understanding of the issue you are facing, your isolation of the problem is entirely correct.This behavior is caused by an undocumented strict URI validation bug within the Databricks db...
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- 95 Views
- 6 replies
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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...
- 95 Views
- 6 replies
- 3 kudos
Latest Reply
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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...
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- 153 Views
- 1 replies
- 4 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...
- 153 Views
- 1 replies
- 4 kudos
Latest Reply
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Very useful—really appreciate your work. Thank you!
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- 35 Views
- 1 replies
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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, ...
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Latest Reply
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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.
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- 1622 Views
- 6 replies
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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...
- 1622 Views
- 6 replies
- 5 kudos
Latest Reply
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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
- 261 Views
- 5 replies
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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 ...
- 261 Views
- 5 replies
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Latest Reply
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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...
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- 77 Views
- 0 replies
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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...
- 77 Views
- 0 replies
- 0 kudos
- 48 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...
- 48 Views
- 1 replies
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Latest Reply
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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 ...
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How to Build, Test, and Ship SQL Pipelines on Databricks
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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...
