FOR DATABRICKS LEARNERS Two free ways to grow yourDatabricks skills Both are free and live in the Databricks Community. Bookmark the one that fits where you are right now - or use both. 01 LEARNING PATHS Your Path to Certification What it is:...
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Wednesday
Hey Databricks Community! Join us for a free, community-sponsored BrickTalk on Thursday, October 8, 2026! Bricktalks is a community event series where Databricks experts share real-world use cases, demos, and practical insights for building with Data...
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12 hours 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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4 weeks ago
Databricks Advanced Learning Festival September 16 – October 14, 2026 Join us for a four-week event dedicated to learning, upskilling, and advancing your career in data engineering, analytics, machine learning, and generative AI. Whether you are...
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08-21-2026
Databricks EMEA Learning Festival Hands On Virtual Training 29–30 September 2026 · 09:00 BST / 10:00 CEST · Fully virtual · Free to join Ready to accelerate your journey on Data & AI? Join us for the EMEA Learning Festival. A two-day, hands-on vir...
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08-11-2026
Community Champion • Our Community Champion Program celebrates members who consistently contribute their expertise, support fellow practitioners, and help shape a stronger and more collaborative Databricks Community. Every month, we recognize individ...
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2 weeks ago
Public sector agencies need well-informed decisions to support the livelihood and security of citizens. The Entity Resolution for Public Sector Solution Accelerator shows how entity resolution can connect disparate data sources, reveal relationships ...
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Wednesday
The Weekly Digest • September 7 – September 13 Community Pulse A new week, a fresh wave of articles, answers, and discussions. Here's your weekly catch-up. This Week's Community Stars The members who showed up and made a difference this week ...
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2 weeks ago
Community Activity
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Declarative Pipeline Expectations - Quarantining Bad Records
Hi there,I'm trying to follow Expectation recommendations and advanced patterns | Quarantine invalid records, but this doesn't really make sense to me. Following the described pattern almost exactly in my case, I see that there are two TEMPORARY LIVE...
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Change data feed from a materialized view
Hi everyone,Trying the CDF on materialized view (declarative pipeline) feature that is currently in Beta.- Configuration:** Verified the MVs (materialized veiws) have: 'delta.enableRowTracking'SHOW TBLPROPERTIES my_mv ('delta.enableRowTracking'); re...
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Latest Reply
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Thanks for running the experiment, @cdn_yyz_yul. This one's useful, even though it failed. First, I owe you a correction. Last time I guessed version 3 failed because it was the first version in the freshly generated metadata log. Now version 28 fail...
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Salesforce Hosted MCP + UC HTTP connection — stops working after ~1 hour?
We're wiring Salesforce Hosted MCP (read-only SObject server on api.salesforce.com) through a Unity Catalog HTTP connection and an MCP service, using OAuth User-to-Machine Per User.Login on the MCP service works and tools respond at first. After abou...
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Connecting to Snowflake via Workload Identity Federation
Hi everyone,I appreciate your time!! We currently use username and password authentication to connect to Snowflake from a Databricks Spark job. We are exploring Workload Identity Federation as an alternative so that we can eliminate long-lived Snowfl...
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Latest Reply
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Hello @SKiruthiga, I took a look at both internal and external documentation and here is what I found. Short version: the Snowflake Connector for Spark does support workload identity federation, starting with version 3.1.7 (certified against JDBC 3.2...
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How to get people to actually choose Genie: train the mindset, not just the buttons
The hardest part of our Genie rollout wasn't building the room. It was 9am the next morning — when people still opened Excel. We rolled out a Genie Space to a UK enterprise Finance function (heavy excel users). The room was scoped well and the answer...
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- 5079 Views
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Resolved! Certification Coupons
I’m planning to take the Databricks Data Engineer Associate certification and wanted to check if there are any official discounts, student offers, or promotional coupons available to reduce the exam fee.As managing certification costs is important fo...
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Latest Reply
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HI @Advika ,TO REGISTER FOR THE 50% DISCOUNT SHOULD I CHECK WHETHER ITS COMMUNITY LOGIN/ACADEMY LOGIN IF YES PLS TELL ME HOW TO FIND IN OUR PROFILE THANK YOU VERY MUCH KINDLY DO REPLY REGARDS,KAVI
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DataSmart
For about a year, I was the reason half my team's questions took three days to get answered, and I didn't realize I was the bottleneck until someone said it to my face.Every ad hoc data request went through me. Someone needed a number for a Friday me...
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- 1426 Views
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Kill/Cancel a Notebook Cell Running Too Long on an All-purpose Cluster
Hi everyone, I’m facing an issue when running a notebook on a Databricks All-purpose cluster. Some of my cells/pipelines run for a very long time, and I want to automatically cancel/kill them when they exceed a certain time limit.I tried setting spar...
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Latest Reply
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Greetings @zenwanderer, I did some digging and here is what I found. Your follow-up narrows the ask: you want the workspace, not each developer, to catch and kill any interactive cell that runs past a threshold. Short answer: there's no supported, bu...
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Knowledge Assistant fails to load after indexing; generated AI Search index cannot be reused
Hi Databricks Community,I created a Knowledge Assistant through Databricks → Agents, using files as the knowledge source. The embedding and indexing were handled automatically during setup.Since then, I have been unable to open the assistant. The UI ...
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Latest Reply
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Hello @qduan , I did some digging and here is what I found. Genie has the embedding piece right. The Knowledge Assistant docs list exactly three supported models for a bring-your-own AI Search index: databricks-gte-large-en, databricks-bge-large-en, ...
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Balancing Model Agility and Centralized Governance with Mosaic AI Gateway
Hi everyone,I’m currently evaluating the role of the AI Gateway in a Medallion Architecture implementation. While the ability to centralize rate limiting and credential management is a clear win for production stability, I’m interested in how others ...
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Latest Reply
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Hello @Khasim_1 , I took a look at both internal and external documentation and here is what I found. Building on @robert28hull's point, I'd treat the gateway as the default path for dev, test, and production rather than a production-only gate. What ...
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Best Architecture Approach for Databricks Multi-Cloud and Multi-Region Deployment
I am working on a data platform requirement where we need to support multiple cloud providers and multiple regions using Databricks.For example:AWS – Region 1AWS – Region 2Azure – Region 1Azure – Region 2The requirement is to maintain data processing...
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Latest Reply
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Hello @Srini_Pesala, I took a look at both internal and external documentation and here is what I found. You've already got good advice from @ivanvyd, @Sanjeeb2024, @niteshm and @Khasim_1, and they converge on the right idea: one workspace per cloud-...
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org.apache.iceberg.connect.IcebergSinkConnector to sink data from kafka to databricks - large volume
Hey.We have different number of topics per let's call it "subject". The connector works great for us if there are not so many topics (partitions) in subject. We have issue when we try to sink 1500 topics, 3 partitions each. We've sharded the topics i...
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Latest Reply
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Hello @dawidch, I took a look at both internal and external documentation and here is what I found. @aayush_410 Aayush and @ivanvyd Ivan have the diagnosis right, so I'll add the missing piece rather than repeat them. The 403 is an expired vended ADL...
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Announcement | EBOOK: Operationalizing Agent Fleets at Scale
Learn how to build, scale, and govern AI agents on a unified platform. While 91% of enterprises have two or more AI coding tools active in production today, many lack a clear strategy to manage their rapid proliferation. When teams build, deploy, an...
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Where to find Notebooks for course 'Advanced Techniques with Apache Spark Declarative Pipelines'
Hi, there are demos in the course 'Advanced Techniques with Apache Spark Declarative Pipelines' which use some notebook. Where can I find the notebook related to this course content. I am logged into the Databrick Learning by Partner account. For ins...
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Latest Reply
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Thank you for the reply I have to ask about the notebook availability for Partner Academy members from the Help Center, because it would save time to have the notebook setups which load the necessary data, etc.Another observation:I noticed that in th...
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Serverless DNS failures after trial upgrade (AWS us-east-2)
Our AWS Premium serverless workspace in us-east-2 cannot resolve several public domains. We added a payment method, and the account UI confirms that the trial upgrade is complete.Three fresh serverless notebook runs on September 24, 2026, at approxim...
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Latest Reply
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@revian We are also seeing a similar issue where serverless can't access the public internet although egress is enabled. We are also on Premium and using AWS as our cloud.Another issue we are facing is that we are unable to access any Unity Catalog e...
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Announcements
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