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 ...
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a week ago
NOVEMBER · THE TOUR IS ON THE MOVE Nine stops. Three regions.One epic November. THIS MONTH'S ROUTE Munich → Atlanta → Amsterdam → London → Toronto → Los Angeles (Anaheim) → New York City → Milan → Tokyo A free, one-day event on how organizations...
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- 1 replies
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Monday
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...
- 811 Views
- 0 replies
- 2 kudos
a week ago
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...
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- 0 replies
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09-01-2026
Free · Hands-on · Instructor-led AI/BI + Genie Launchpad From dashboards your team can trust to answers in plain language with Genie. A three-day arc of live, hands-on sessions, each built for a different role. Join only the day or days that fit you...
- 289 Views
- 0 replies
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a week 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...
- 303 Views
- 1 replies
- 4 kudos
a week ago
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...
- 613 Views
- 0 replies
- 4 kudos
2 weeks ago
Community Activity
- 60 Views
- 3 replies
- 1 kudos
Materialized Views - Strange Difference in Refresh Performance
I have built the same materialized view twice with only one difference: mv01 does incremental refresh and mv02 does full refresh.The mv reads from 7 tables and 1 mv, performs unions, joins, anti-joins as well as filters, and calculates columns on the...
- 60 Views
- 3 replies
- 1 kudos
Latest Reply
- 1 kudos
Thanks, this is helpful. Two things stand out in the event log:PARTITION_OVERWRITE was rejected because of PLAN_NOT_DETERMINISTIC (CurrentDate in a Filter, TIME_FUNCTION). Given that your MV and large sources are partitioned the same way, that techni...
- 1 kudos
- 138 Views
- 1 replies
- 0 kudos
Lessons from a Power BI to Databricks migration: metric views first, then Genie
We recently moved a 20-report Power BI estate to Databricks in 6 weeks, against a 23-week plan for a traditional rewrite. Sharing what worked and what didn't, in case it helps others planning the same move.What made the differenceMetric views before ...
- 138 Views
- 1 replies
- 0 kudos
Latest Reply
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I handled fiscal calendars by adding fiscal year columns to my date dimension table and referencing those in the metric view conditions.
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- 21 Views
- 0 replies
- 0 kudos
What Is – Genie One MCP? (A phone line to your data's front desk)
What Is – Genie One MCP? (A phone line to your data's front desk) People now live in ChatGPT and Claude all day. Do they really have to open Databricks every time they need a number? No, and that's what Genie One MCP is for. But looking through the ...
- 21 Views
- 0 replies
- 0 kudos
- 60 Views
- 1 replies
- 0 kudos
Dashboard id is missing in token claim
When I pass multiple filters using "external_value" while embedding the Databricks dashboard, I encounter an error stating that the dashboard ID is missing. For example, passing a single filter works fine, but when I pass multiple filter values (such...
- 60 Views
- 1 replies
- 0 kudos
Latest Reply
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Hi @AjayKumarM I ran a few checks against a published dashboard using both the Databricks CLI and REST API. Here are my observations on your questions.1. external_value is documented as a single string parameter, rather than a collection of dashboard...
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- 875 Views
- 2 replies
- 3 kudos
Community Bricktalk | Vector Search in the Lakehouse with NEAREST BY
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 ...
- 875 Views
- 2 replies
- 3 kudos
Latest Reply
- 3 kudos
Hey Databricks Community!If anyone missed yesterday's awesome BrickTalk session, you can watch it here.
- 3 kudos
- 94 Views
- 0 replies
- 0 kudos
Serving the Lakebase Data API Through Azure API Management
Why use APIM with Data API? The Data API is one of the underrated features of Lakebase. Traditionally, teams that wanted to share a database over HTTP built a layer of REST services in front of it. Then they had to keep that layer alive: endpoints fo...
- 94 Views
- 0 replies
- 0 kudos
- 38 Views
- 0 replies
- 0 kudos
Bricktalk Recording | Vector Search in the Lakehouse with NEAREST BY
Check out the recording to see @ajiang22 demonstrate how NEAREST BY in Databricks SQL powers high-throughput, batch-oriented similarity searches directly on Delta and Iceberg tables!
- 38 Views
- 0 replies
- 0 kudos
- 2499 Views
- 2 replies
- 1 kudos
Resolved! Dashboard embed: dashboard id is missing in token claim
We're trying to embed a dashboard following the example at https://learn.microsoft.com/en-us/azure/databricks/dashboards/embedding/external-embed#step-4-use-the-example-app-to-authenticate-and-generate-tokens The embed is displayed but with an error ...
- 2499 Views
- 2 replies
- 1 kudos
Latest Reply
- 1 kudos
When I pass multiple filters using "external_value" while embedding the Databricks dashboard, I encounter an error stating that the dashboard ID is missing. For example, passing a single filter works fine, but when I pass multiple filter values (such...
- 1 kudos
- 179147 Views
- 243 replies
- 45 kudos
Resolved! Databricks Certification Exam Suspended? Our Support Team Can Help
Taking exams is so stressful already, and if your exam gets suspended it is extra stressful. Don't worry! Our support team is awesome and will help you get back on track. The most important step is to file a ticket in our Help Center. Be sure to inc...
- 179147 Views
- 243 replies
- 45 kudos
Latest Reply
- 45 kudos
Hello @Cert-Team @cert-ops,My exam was suspended during the initial checks, before the exam started.I submitted an appeal (#01053519) on 23 October after my original request (#01052483) was closed. It has been a week since my scheduled exam, and I ha...
- 45 kudos
- 121 Views
- 1 replies
- 0 kudos
Quest 4 Completed – Building and Deploying My First Databricks App with Lakebase
I have successfully completed Quest 4 by building and deploying a Todo application using Databricks Apps, AppKit, and Lakebase PostgreSQL.The application supports creating, editing, and deleting Todo items, with data persistence across page refreshes...
- 121 Views
- 1 replies
- 0 kudos
Latest Reply
- 0 kudos
Great work congrats
- 0 kudos
- 3086 Views
- 8 replies
- 0 kudos
Resolved! Publish a Technical Blog
Sir/Madam,I hope you are doing well. I would like to contribute and publish a technical blog on the Databricks Community portal. However, I am not sure about the process and appropriate platform. I would appreciate your guidance on where to start, th...
- 3086 Views
- 8 replies
- 0 kudos
Latest Reply
- 0 kudos
Hello @Advika i would like to share a technical blog on "Metadata-driven Databricks framework that standardizes data quality checks across multiple sources" in the databricks community.Kindly share the relevant steps on achieving this. thanks in adva...
- 0 kudos
- 149 Views
- 2 replies
- 0 kudos
English Is Becoming a Powerful Programming Language in Databricks!
I have been working with Python, PySpark, and SQL for years. But recently, while experimenting with Databricks Genie Code, I had a moment where I thought, "Are we entering a world where simple English becomes one of the most powerful programming lang...
- 149 Views
- 2 replies
- 0 kudos
- 95 Views
- 2 replies
- 2 kudos
DevOps Fundamentals: 11 - Performing Integration Tests: Replace bronze with silver
ingest-bronze-silver_sdp.pyChange {"quality": "bronze"} to {"quality": "silver"} ###################################################################################### B. Silver Table ##################################################################...
- 95 Views
- 2 replies
- 2 kudos
Latest Reply
- 2 kudos
Hello @Daniel_B Good catch! The health_silver() definition should use table_properties={"quality": "silver"} to keep the table metadata consistent with the intended medallion layer.It would also be useful to include an integration-test assertion that...
- 2 kudos
- 464 Views
- 3 replies
- 1 kudos
Resolved! Dark mode setting ignored when embedding BI dashboard inside Databricks App
When using the '@databricks/aibi-client' library to embed a BI dashboard inside a databricks app, the " colorScheme: 'dark' " setting is ignored when the app's 'prefer-color-scheme' is 'light' by default.As a result, I am unable to set my dashboards ...
- 464 Views
- 3 replies
- 1 kudos
Latest Reply
- 1 kudos
A fix to this issue was included in the v1.2.1 release of the '@databricks/aibi-client' library.
- 1 kudos
- 77 Views
- 0 replies
- 0 kudos
AI Agents Should Not Start Every Conversation From Zero
Databricks Agent Memory brings an interesting new direction to building AI agents that can learn from past interactions.Recently, Databricks introduced Agent Memory, and I think this is an interesting step toward making AI agents more useful in every...
- 77 Views
- 0 replies
- 0 kudos
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