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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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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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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3 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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4 weeks ago
Community Activity
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Missing _spark_metadata when streaming to a UC managed table
I'm planning on having an externally scheduled job that consumes from a stream (UC table) and writes to a stream (UC table to start with, or possibly something else in the future).It will run every 5 mins and triggered with "availableNow=True" on the...
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- 27 Views
- 0 replies
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Seven checks before a Unity Gateway rollout
Dear Community Members,I’ve put together a practical guide to Databricks Unity Gateway, focusing on model access, MCP permissions, policy handling, and cost attribution.Here are seven checks I recommend before expanding a rollout:Verify that the inte...
- 27 Views
- 0 replies
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- 5398 Views
- 5 replies
- 5 kudos
Trouble Launching your Certification Exam? Read this now!
Hey there, test-takers! We know that launching your certification exam can be a bit nerve-wracking, especially if you encounter technical issues. But don't worry, Kryterion is available to help you!If you experience technical difficulties during set-...
- 5398 Views
- 5 replies
- 5 kudos
Latest Reply
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Thanks for sharing. Planning to go for a certification exam soon again.
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- 139 Views
- 2 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...
- 139 Views
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Hi @asfcorporation, and welcome to the Databricks Community!Beyond the usual Lakeflow + Unity Catalog + AI/BI Dashboards stack, I’d suggest not inventing your own schema: geotechnical data already has open standards. AGS4 (UK) and DIGGS (US, by ASCE ...
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Databricks Training Team Support Request #01069662 - Exam Suspension Regarding
My exam was suspended due to an automated flag stating I was "looking away." I want to clarify that I never left the camera frame or looked at external materials; I was simply looking to the side while concentrating on the options. This certification...
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- 65 Views
- 2 replies
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Best approach for migrating SAP BW to Databricks?
Hey folks,We are scoping out a migration to move our legacy SAP BW setup over to Databricks.Our main concern is the amout of logic tied up in old ADSOs, infpCubes and custom ABAP transformations routines. Manually rewriting everything into PySpark se...
- 65 Views
- 2 replies
- 1 kudos
Latest Reply
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Hi @Office_Solution For an SAP BW migration, I would recommend a phased approach rather than trying to replicate the existing BW architecture one-to-one in Databricks.1. Mapping ADSOs and InfoCubes to Delta LakeYou can map the existing BW objects bas...
- 1 kudos
- 92 Views
- 2 replies
- 1 kudos
DevOps Fundamentals: Lecture - Deploying Databricks Assets Overview
I cannot make sense of this sentence:By treating Databricks resources as code, DABs enables peer review through standard Git Lakeflow Jobs like pull requestsThere are other problems with this lecture that light review or AI review would easily catch....
- 92 Views
- 2 replies
- 1 kudos
Latest Reply
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By treating Databricks resources as code, DABs enables peer review through standard Git Lakeflow Jobs like pull requestsThat means keeping all resources such as Jobs, Servings, lakeflow, Dashboards as code at Github repo and deploy through DABs allow...
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- 126 Views
- 1 replies
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Unable to Reschedule Databricks Generative AI Associate Exam
I have scheduled my Databricks Generative AI Associate exam for 14th Nov. However, as I am not fully prepared, I would like to postpone the exam to December.Unfortunately, when I try to reschedule, the available options only allow me to prepone the e...
- 126 Views
- 1 replies
- 0 kudos
Latest Reply
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Short answer: you can still move it yourself in Webassessor, but only while you are more than 24 hours before the start time for an online-proctored exam (72 hours for a test center) [1]. With the exam on 14 Nov, do it before the same time on 13 Nov....
- 0 kudos
- 54 Views
- 0 replies
- 1 kudos
Share Your AI Proctoring Experience During a Databricks Exam
Overall, my AI proctoring experience during the Databricks exam was good. However, there was one interesting challenge: even when you naturally move your eyes from left to right while reading a question, the system flags you for moving your eyeballs!...
- 54 Views
- 0 replies
- 1 kudos
- 125 Views
- 2 replies
- 2 kudos
Memory Profiling
How do you debug OOM on long-running streaming jobs?Hi All,One of my Structured Streaming jobs has started dying with OutOfMemoryError. Runs fine for about approx 40 hours, then falls over, restarts, and does the same thing again. I had introduced fe...
- 125 Views
- 2 replies
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Latest Reply
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Thanks for reply and let me share my investigation so far!> Look at heap used right after a full GC. If that floor keeps rising at a steady input rate, something is retaining memory.Heap seems not raising. Live heap after GC is around 2-3.5GB(we are ...
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- 517 Views
- 8 replies
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How to Connect Databricks to Snowflake & Query Live Data?
Hi everyone,I am looking for a method to connect Databricks to Snowflake so I can query and transform the data directly in a notebook. I specifically want to avoid methods that just perform a one-time copy of the tables into Databricks, as I need the...
- 517 Views
- 8 replies
- 14 kudos
Latest Reply
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Hello @Raj_DB, I took a look at both internal and external documentation and here is what I found. The thread already has the right answer: Lakehouse Federation. @saurabh18cs, @Harshad_B, @AbhilashNagilla, @Aravind_Reddy, @Jen_Evangelista and @balaji...
- 14 kudos
- 163 Views
- 2 replies
- 1 kudos
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...
- 163 Views
- 2 replies
- 1 kudos
Latest Reply
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@cert-ops Still I haven’t received any response to my support ticket, please help.
- 1 kudos
- 1568 Views
- 22 replies
- 8 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...
- 1568 Views
- 22 replies
- 8 kudos
Latest Reply
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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...
- 8 kudos
- 70 Views
- 0 replies
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Delivery Expert badge not received – Data Governance & Security
Hi everyone! I completed all the courses in the Data Governance & Security learning plan and hold the Databricks Certified Data Engineer Professional certification, which meets the certification prerequisite.It’s been more than 72 hours, but I haven’...
- 70 Views
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- 157 Views
- 1 replies
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Certification Budget Share
Registering an exam though another account not registered under my name works?
- 157 Views
- 1 replies
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Latest Reply
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Short answer: No — register and sit the exam under your own Webassessor account, with your legal first and last name matching your government ID. Sharing someone else's account (or registering under a name that isn't yours) breaks Kryterion identity ...
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