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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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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Community Activity
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Data Quality Dashbaord - I have a requirement to build a custom designed quality dashboard in dbx
I have a requirement to build a custom designed quality dashboard in dbx. The requirement is like user have to view the quality of data metrics in a single dahsboard for many tables, irrespective of viewing it via inbuilt data quality option availabl...
- 632 Views
- 2 replies
- 1 kudos
Latest Reply
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The per-table "Quality" view you're describing comes from data quality monitoring (anomaly detection). It already writes its results for every monitored table into one system table, system.data_quality_monitoring.table_results. Point an AI/BI dashboa...
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- 399 Views
- 2 replies
- 1 kudos
Could Databricks app support the integration of Genei Room and Power BI?
Is it possible: a Databricks App embedding Power BI ? Rather than placing Genie inside Power BI, place Power BI inside Databricks. A Databricks App (React or Streamlit) hosts native Genie chat alongside a Power BI report embedded via the JavaScript S...
- 399 Views
- 2 replies
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Latest Reply
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Yes, this works. The thing to plan for is that the two halves need two separate sign-ins. Genie runs on the Databricks user token that the app forwards (on-behalf-of user authorization). Power BI needs its own Entra ID token for the Power BI API, and...
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- 18 Views
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Community article marked as spam incorrectly
Hi team,My article "What It Takes to Read Lakeflow Pipeline Tables from Snowflake: A Unity Catalog Walkthrough" in Community Articles was marked as spam right after I published it. It is an original technical write-up on reading Lakeflow Declarative ...
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- 3226 Views
- 5 replies
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Time Travel Error when selecting from materialized view (Azure Databricks)
Hey - running into an error this morning that was brought to my attention via failed refreshes from PowerBI. We have a materialized view that, when queried with the standard pattern of 'select col1 from {schema}.table_name', returns an error of 'Cann...
- 3226 Views
- 5 replies
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Latest Reply
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This is an interesting discussion about handling time travel errors when working with materialized views in Azure Databricks. Understanding how different data objects support historical queries is important, especially when troubleshooting complex da...
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- 82 Views
- 1 replies
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Masking Columns for a Client Workspace When You Can’t Use Catalog Binding
Hi Everyone,I am Adnan and I am a Cloudera Platform expert recently joined the Databricks Community. I will be sharing all my implementations and experience I have gained as Big Data Expert and any solutions I implement to address my current business...
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- 1 replies
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Latest Reply
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did the tag-sync job cover the row-filter tags too, or just the column-mask ones? that's the bit i'd worry about drifting, since a missing row-filter tag fails silently the same way.
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- 34 Views
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What’s new in Databricks - October 2026
Databricks shipped the following major GA launches in October 2026: Lakeflow Pipelines & Real-Time Streaming: Lakeflow now offers ultra-low-latency Real-Time Mode with continuous triggers, on-demand state repartitioning without checkpoint state loss...
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- 0 replies
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- 42 Views
- 0 replies
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ASF Corporation
Hello Databricks Community,I'm representing ASF CORPORATION, a piling, foundation engineering and construction company established in 2017 and based in Dhaka, Bangladesh.Our company specializes in hydraulic rotary piling, rotary drilling, auger borin...
- 42 Views
- 0 replies
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- 51 Views
- 0 replies
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Databricks exam got suspended. Need urgent help
Hello Team, I faced multiple interruptions and challenges while attempting my certification, The exam got paused automatically without any violation,i had also contacted kryterion, but they told Databricks could only help on this issue. Eventually my...
- 51 Views
- 0 replies
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- 1092 Views
- 1 replies
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Seeking Advice on Optimizing Spark Scripts for Efficient Data Processing
Hello community!I'm currently working on Spark scripts for data processing and facing some performance challenges. Any tips or suggestions on optimizing code for better efficiency? Your expertise is highly appreciated! paybyplatema Thanks.
- 1092 Views
- 1 replies
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Latest Reply
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Hi Andrew I would suggest starting with the Spark UI to identify which stages are taking the most time. Large data shuffles and uneven partitions can often slow down Spark jobs. Try filtering data early, selecting only the columns you need, and check...
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- 97 Views
- 0 replies
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Gatehouse: check every LLM prompt with GovTech LionGuard, served on Databricks
Before a government agency puts an AI agent in front of the public, one question always comes first: is it safe? Gatehouse is my answer to one part of that question. It serves GovTech Singapore's LionGuard safety model inside a Databricks workspace, ...
- 97 Views
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- 86 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...
- 86 Views
- 1 replies
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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...
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- 170 Views
- 1 replies
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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 ...
- 170 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
- 144 Views
- 2 replies
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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...
- 144 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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- 78 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 ...
- 78 Views
- 0 replies
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- 215 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 ...
- 215 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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