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Upcoming Community BrickTalk | Zerobus Ingest & CDC Workflows

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
✈️ 9 Cities, 1 Epic November: The Data + AI World Tour is Here!

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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Monday
DATA + AI LIVE | Context Is Just the Beginning: Meet your data smart AI coworker

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...

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a week ago
DATA + AI World Tour 2026

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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09-01-2026
AI/BI + Genie Launchpad (Nov 3-5) | Free Hands-On Training

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...

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a week ago
Solution Accelerator Series | Responsible Gaming

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...

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a week ago
🌟 Community Pulse: Your Community Roundup! September 14 – October 11, 2026

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...

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2 weeks ago

Community Activity

johnb1
by > • Contributor II
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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...

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Latest Reply
data_pulse
Contributor
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@johnb1  Thanks for running these additional tests and the efforts. The results help narrow down the issue considerably.current_date() wasn’t the cause: Removing it eliminated PLAN_NOT_DETERMINISTIC, but the refresh still took 199 minutes. So, while ...

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nikeslovesdata
by > • New Contributor II
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Requesting voucher as part of databricks leaning festival Sept-Oct 2026

Dear Databricks Community Admin @Jim AndersonI hope you are doing well.Request regarding the 50% certification coupon for the recent learning event which I had completed the learning pathsIt was mentioned that the coupon would be shared on 19th Octob...

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Latest Reply
nikeslovesdata
New Contributor II
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Hi @anshul2528   I saw your reply in another query regarding the 50% voucher question. I also did not receive it till now. I finished the Data Engineering Pathway. Could you kindly look into it and make sure that I get the voucher as soon as possible...

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yanchr
by > • New Contributor III
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Databricks dashboard email with attachment

I'm trying to manage a scheduled AI/BI dashboard email entirely through Terraform and the API. The goal is to send a monthly PDF snapshot of the dashboard, with specific filter values already applied, to a list of subscribers and specified attachment...

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data_pulse
Contributor
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@yanchr I validated this using Lakeflow Jobs Dashboard tasks, the Jobs REST API and the Databricks Terraform provider. Here are the options I have tried and the findings:1: Lakeflow Jobs Dashboard task (simplest approach)Option A : Configure through ...

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suranga
by > • Databricks Partner
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Do non-ASCII characters in file names break document indexing over a Unity Catalog volume?

I spent a few days on a document retrieval problem that turned out to have nothing to do with the retrieval setup, and I want to check whether anyone else has hit the same thing.Setup: around 40 internal PDF documents in a managed Unity Catalog volum...

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Mrlaura
Visitor
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One edge case I'd check is where the file name gets converted from a Unity Catalog path into a URI or an API request.NFC/NFD differences are one possibility, but UTF-8 percent-encoding (or accidentally encoding an already encoded path) could also int...

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AjayKumarM
by > • New Contributor
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Resolved! 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...

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Isaac_18
Contributor
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Hi @AjayKumarM, adding to what @data_pulse found. Since /tokeninfo accepts the JSON fine, I'd look at the next call, where you swap the response for the scoped token. That's usually where a JSON-shaped value goes wrong.In the documented flow, step 3 ...

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Isaac_18
by > • Contributor
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Your RAG index says "0 errors". Here's how to check it actually has text in it.

A document pipeline can fail in a way that looks a lot like success. The job finishes, the index status is green, the file count matches what you uploaded. Then someone asks a question and gets nothing back. No error, just an empty answer.It's a comm...

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nhiltonADPMKP
by > • New Contributor
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Genie One PDF Download Cut Off

Hello,Today when we downloaded the pdf file from Genie One and the results are off center to the left. We've tried different browsers but the results are cutoff and shifted to the left. Is anyone else experiencing this or know of a solution to correc...

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Latest Reply
Isaac_18
Contributor
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Hi @nhiltonADPMKP, since it happens the same way in every browser you tried, it's probably the PDF export itself and not something in your setup. I couldn't find a known issue or setting for it in the docs. A few things that usually help in the meant...

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ShekiAngel
by > • Visitor
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Built my AngelHack Quest 4 App with Databricks Apps + Lakebase

Hello Databricks Community!  I am participating in AngelHack x Databricks Quest 4. I have built a simple dashboard app using Databricks Apps and Lakebase Postgres. My app stores user feedback in Lakebase and shows analytics. It was amazing how easy i...

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Valeria_Koz_DBX
by • Databricks Employee
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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 ...

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Latest Reply
DoTA
Valued Contributor III
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The three-ways-in split is the useful part here. The 30 November cutoff on the old /api/2.0/mcp/genie address is easy to miss too, so anyone who saved a Beta connection in a Claude or Cursor config should go and look at it now rather than find out wh...

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suranga
by > • Databricks Partner
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I Built a Claude Dashboard on Databricks Genie, Then Rebuilt It in AI/BI: The Honest Comparison

My entire LinkedIn feed is full of Claude dashboards. Everyone is talking about them like it’s the hottest topic right now, so I wanted to try it myself, and of course with our favourite platform, DatabricksShort version: I connected Claude to a Data...

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luisconcha
by > • New Contributor III
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Databricks Free Edition – HTTP 400 "Unable to determine workspace context" (browser and CLI)

Hi everyone!I'm having trouble accessing my Databricks Free Edition workspace on AWS, and I'm hoping someone here might have experienced something similarThe workspace was working normally on October 29, 2026, until approximately 20:45 UTC. I had suc...

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Latest Reply
luisconcha
New Contributor III
  • 2 kudos

Hi @LingeshK ,That's great news! Thank you so much for following up with the Free Edition team and helping investigate this.I'll leave everything as it is for now and won't create another workspace with the same Google account while the team looks in...

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SumanthGhanta
by • Databricks Employee
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Test on a Branch, Not on Patients: Agentic Drug Substitution with Lakebase

An agent tests the fix on a Lakebase branch. A pharmacist approves it. By Sumanth Ghanta and Thomas Roach · 10 min read   TL;DR: The U.S. still has more than 200 active drug shortages, and each one forces hospitals to change how they order, dispense,...

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Latest Reply
Pramod_Emani
New Contributor
  • 3 kudos

Thanks for the detailed write-up. "Replay the plan, not the branch" is the idea that does the real work here: the branch becomes a rehearsal space, and the apply step becomes a short, reviewable diff instead of a promoted staging copy. One question f...

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Aviral-Bhardwaj
by > • Esteemed Contributor III
  • 179 Views
  • 1 replies
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floating precision error in databricks

Hey team,I ran into this issue back in 2019, but I don't recall how we resolved it. I'm looking for guidance from experienced Spark/Databricks engineers.Our source system contains values like: source in-databricks source in-databricks 24.563824.56000...

  • 179 Views
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Latest Reply
Ashwin_DSA
Databricks Employee
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Hi @Aviral-Bhardwaj, I don't think this is a display issue, and it isn't normal rounding either. In your first pair, 24.5638 became 24.560000 and 18.4421 became 18.440000. That's truncation (floor) to 2 decimal places.In your second pair, 24.5638 bec...

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data_pulse
by > • Contributor
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ai_decide() failing with Endpoint is not enabled for batch inference in Free Edition

I'm running ai_decide() in a notebook (SQL cell, serverless compute) and it's now consistently failing with:[INTERNAL_ERROR] Remote session creation failed: INVALID_ARGUMENT: BAD_REQUEST: Endpoint ai_decide is not enabled for batch inference in this ...

  • 80 Views
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Latest Reply
Ashwin_DSA
Databricks Employee
  • 0 kudos

Hi @data_pulse, Most likely, yes. Free Edition includes many of the newest releases, but some features are limited or unavailable, and it offers no guaranteed reliability or SLA. The Free Edition limitations page lists restrictions on model serving a...

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TastefullyJade
by > • New Contributor
  • 305 Views
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Data Engineer Associate exam expired after proctor rescheduled me to a date I couldn’t make.

Hi @Cert-Team @Cert-TeamOPS,I’m hoping someone on the Certification team can take a look at my case, because I’ve gone between Kryterion and Databricks support and the tickets keep getting closed.On Oct 13 my internet dropped during my Data Engineer ...

  • 305 Views
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Latest Reply
cert-ops
Databricks Employee
  • 0 kudos

Hello @TastefullyJade,Thank you for filing a ticket with our support team, support team will respond shortly. Please note that we cannot provide support or handle exam suspensions via community. Thanks & Regards,@cert-ops

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