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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2 weeks ago
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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2 weeks 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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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...
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- 0 replies
- 1 kudos
2 weeks 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...
- 672 Views
- 1 replies
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2 weeks 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...
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3 weeks ago
Community Activity
- 42 Views
- 1 replies
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Unity Catalog secrets: GRANT READ SECRET ON SCHEMA fails with PRIVILEGE_NOT_APPLICABLE_TO_ENTITY
Hi,I've been testing Unity Catalog secrets in my own sandbox workspace (Azure Databricks, serverless, environment version 6). READ SECRET can't be granted on a schema there, even though the docs say it can.What I ranGRANT READ SECRET ON SCHEMA secret...
- 42 Views
- 1 replies
- 0 kudos
Latest Reply
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Hi @suranga,The “no longer available, please use Unity Gateway” message tells you what has changed. The old databricks-* pay-per-token endpoint names are the legacy path. Databricks-hosted models now come through Unity Gateway as model services in Un...
- 0 kudos
- 150 Views
- 1 replies
- 0 kudos
Databricks Free Edition – AI Playground Empty and system.ai Schema Does Not Exist
Hello Databricks Team,I recently created a new Databricks Free Edition account using my Google account and also completed LinkedIn identity verification.I am learning Generative AI and prompt engineering, but I cannot access any foundation models in ...
- 150 Views
- 1 replies
- 0 kudos
Latest Reply
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Hi @shiv5,The “no longer available, please use Unity Gateway” message tells you what has changed. The old databricks-* pay-per-token endpoint names are the legacy path. Databricks-hosted models now come through Unity Gateway as model services in Unit...
- 0 kudos
- 105 Views
- 2 replies
- 0 kudos
AI/BI Dashboard metric views: cross-filter returns no rows when value contains CRLF
SummaryIn an AI/BI Dashboard with a semantic model, selecting a row in a table widget cross-filters a related table through the relationship. This works for normal values. When the selected row has a text value containing a carriage return followed b...
- 105 Views
- 2 replies
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Latest Reply
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Hi @Akash_Murade,Thanks for the clean repro, it makes this really easy to follow. It looks like a bug in how the selected value gets turned into the filter literal, so I'd raise it with Databricks support as well so it gets tracked properly.Until it'...
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- 40 Views
- 0 replies
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Can you provide a list of Ai Chatbots that Specialize in handling government forms and applications?
Yes. Several AI-powered platforms are worth exploring if your goal is to simplify government forms, permit applications, and resident service requests.Some options to consider include:GovAssist by App Maisters Government: Supports government service ...
- 40 Views
- 0 replies
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- 192 Views
- 2 replies
- 1 kudos
"account users" system group has the Account admin role. Can it be removed, and how do we get a per-
We manage Databricks on AWS with Terraform (databricks provider 1.x), using one Unity Catalog metastore shared by several workspaces. Each customer gets its own workspace, an ISOLATED catalog, an ISOLATED storage credential, and an ISOLATED external ...
- 192 Views
- 2 replies
- 1 kudos
Latest Reply
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Hi @saurabh18cs , thank you for the reply! I can confirm that Account admin was turned on for the Databricks managed account users group by someone and we since turned it off. I can now proceed with my build.
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- 76 Views
- 3 replies
- 0 kudos
Unable to user serverless GPU
I am currently using a premium plan, it was set up as a managed databricks account (no attached cloud account). I do have a credit card attached to the account, so it does not say "free trial". When I try to use a serverless GPU, I get the error "An ...
- 76 Views
- 3 replies
- 0 kudos
Latest Reply
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Thanks for the response, that is the same error that I am getting but according to the documentation I should have access. I am on a premium tier (credit card entered) workspace, on AWS in the us-east-2 region. According to documentation for AWS serv...
- 0 kudos
- 1330 Views
- 19 replies
- 7 kudos
MS Fabric Direct Lake, works with delta tables only?
Lately we started using Direct Lake to use the results of our ingestion pipelines (gold tables) in PBI dashboards. This is working ok but has one annoying and troublesome issue. Which is: the gold tables are the end result of declarative pipelines so...
- 1330 Views
- 19 replies
- 7 kudos
Latest Reply
- 7 kudos
Hi @dbernstein_tp,Thanks for testing all of that and reporting back. Good to know deletion vectors didn't upset Direct Lake.I think your two findings are really the same problem. If most of the gold MVs are fully recomputed on every update, each refr...
- 7 kudos
- 57 Views
- 1 replies
- 0 kudos
Databricks Exclusive Access
I’m exploring how to set up exclusive access for separate use cases implementation within a shared Databricks workspace, using Microsoft Entra groups and Unity Catalog. I’d love to hear from anyone who has implemented something similar, or is current...
- 57 Views
- 1 replies
- 0 kudos
Latest Reply
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Hi @saurabh18cs,This is one of those setups where it really pays to settle the pattern early, before there are hundreds of grants to untangle. Here's how I'd structure it:1. Account groups only. Sync the Entra groups into the Databricks account (auto...
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- 345 Views
- 6 replies
- 6 kudos
Resolved! 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...
- 345 Views
- 6 replies
- 6 kudos
Latest Reply
- 6 kudos
Update, as promised: it wasn't the file names.I had a support case open on this in parallel, and Databricks engineering has now looked into it. They reproduced å, ä, ö, spaces and accents in their own tests and everything retrieved correctly. They al...
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- 136 Views
- 3 replies
- 6 kudos
Recording | Bricktalk: Zerobus Ingest & CDC Workflows
Explore Zerobus CDC with @Vicky_Bukta_DB , @OmkarMehta , @WagnerSantos and @Giselle_Go_DB
- 136 Views
- 3 replies
- 6 kudos
Latest Reply
- 6 kudos
@WagnerSantos that's awesome, thank you! Really glad the article was useful, and it's great to see it turn into an improvement in Debezium. Could you share the link to the PR? I'd love to follow it and test it as soon as 3.8 is out.Thanks again for ...
- 6 kudos
- 102 Views
- 0 replies
- 1 kudos
An example of AI coworker for people who have never queried data
An example of AI coworker for people who have never queried data Talking to your data doesn't mean your data understands you. AI knows data and query languages, but it must also learn the specific jargon people use on the job to interpret what they r...
- 102 Views
- 0 replies
- 1 kudos
- 4377 Views
- 6 replies
- 1 kudos
Best practices for optimizing Spark jobs
What are some best practices for optimizing Spark jobs in Databricks, especially when dealing large datasets? Any tips or resources would be greatly appreciated! I’m trying to analyze data on restaurant menu prices so that insights would be especiall...
- 4377 Views
- 6 replies
- 1 kudos
Latest Reply
- 1 kudos
Answer to this overall depends on your design and data model, some good practices can be followed but you might have to determine what best fits your design. Quick tips -File Format & Sizing: Use columnar formats (Parquet/ORC) with zstd or snappy com...
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- 244 Views
- 4 replies
- 0 kudos
Data Ingestion Lakeflow UI Bug - Does not allow to create streaming table with BINARY data type
Data Ingestion (Lakeflow) Feature Bug:While creating Data Ingestion streaming table for ingesting pdf files, so that it can store into Binary format, it doesn't allow to select for BINARY data type for a column like (content), but it chose default da...
- 244 Views
- 4 replies
- 0 kudos
Latest Reply
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Hi @kapil_dua This works for me so what are you doing differently?
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- 108 Views
- 2 replies
- 2 kudos
Unable to Attach Databricks Serverless Compute – Environment Version 5 (Heavy Load Warning)
Hi Databricks Community,I'm experiencing an issue with Databricks Serverless Compute while trying to attach it to my notebook using Serverless Environment Version 5.Whenever I attempt to attach the compute, I receive the following warning: "Databrick...
- 108 Views
- 2 replies
- 2 kudos
Latest Reply
- 2 kudos
Hello @NaniOnyx07, I took a look at both internal and external documentation and here is what I found. First, credit to @ThomazNeto for the thorough first pass. I checked his facts against the docs and he is spot on: environment version 5 shipped in ...
- 2 kudos
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An example of AI coworker for people who have never queried data Talking to your data doesn't mean your data understands you. AI knows data and query languages, but it must also learn the specific jar...
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In my role as an architect and customer advisor, I often find that governance, security, and cost control come up together. That is understandable. As organisations move from AI experimentation to ent...
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Data stored in operational databases powers critical business decisions, but making it available in the lakehouse presents significant architecture challenges. Strict enterprise environments could ha...
