Welcome to the family 2,800 new members.And counting. DAIS 2026 brought a wave of new faces to the Databricks Community. If you just joined, welcome. This post is for you: what just happened, what Community is, and what you can do here. What...
- 411 Views
- 1 replies
- 4 kudos
Thursday
Grow Your Skills and Earn Rewards! Mark your calendar: June 15 – July 6, 2026 Join us for a three-week event dedicated to learning, upskilling, and advancing your career in data engineering, analytics, machine learning, and generative AI. Whethe...
- 126749 Views
- 283 replies
- 105 kudos
05-14-2026
Join Our Business Impact Accelerator Sessions! We are thrilled to invite you to the Business Impact Accelerator, a specialized single-session program designed specifically for business professionals, executives, and non-technical teams. If yo...
- 1502 Views
- 1 replies
- 3 kudos
3 weeks ago
Learn how the lakebase architecture decouples compute from storage, so you can build, ship and run agents and apps faster. Databricks has introduced a new category of serverless Postgres database built to integrate seamlessly with your lakehouse sta...
- 1073 Views
- 0 replies
- 0 kudos
2 weeks ago
Our Community Champion Program celebrates members who go above and beyond to share knowledge, support fellow practitioners, and help make the Databricks Community a valuable place to learn and grow. Each month, we recognize individuals whose expertis...
- 164 Views
- 4 replies
- 5 kudos
yesterday
Brand imagery plays an important role in how retail companies express their identity and connect with customers. The Creating Brand-Aligned Images Using Generative AI Solution Accelerator shows how organizations can use generative AI to interpret ele...
- 189 Views
- 0 replies
- 1 kudos
Wednesday
The Weekly Digest • June 15 – June 21 Community Pulse DAIS was electric – and the community didn't hold back.Fair warning: this edition came out extra vibrant, DAIS had that effect on us. This Week's Community Stars A warm welcome to our newes...
- 276 Views
- 3 replies
- 4 kudos
Wednesday
Community Activity
- 20 Views
- 0 replies
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Bryo Appetite Control Coffee: (Officialâ„¢) - Is It Worth the Hype!
is a premium instant coffee blend formulated specifically for individuals who want more than just a boost from their morning cup. Official Site - https://bryoappetite.com https://solo.to/bryoappetitecoffee
- 20 Views
- 0 replies
- 0 kudos
- 411 Views
- 1 replies
- 5 kudos
DAIS 2026 Brought 2,800 New Members to the Databricks Community - Welcome Aboard
Welcome to the family 2,800 new members.And counting. DAIS 2026 brought a wave of new faces to the Databricks Community. If you just joined, welcome. This post is for you: what just happened, what Community is, and what you can do here. What...
- 411 Views
- 1 replies
- 5 kudos
Latest Reply
- 5 kudos
This is a great resource for people who are new to community at Databricks and want to get started!
- 5 kudos
- 164 Views
- 4 replies
- 5 kudos
Databricks Community Champion - June 2026 - Amira Bedhiafi
Our Community Champion Program celebrates members who go above and beyond to share knowledge, support fellow practitioners, and help make the Databricks Community a valuable place to learn and grow. Each month, we recognize individuals whose expertis...
- 164 Views
- 4 replies
- 5 kudos
Latest Reply
- 5 kudos
Congratulations Amira!! We appreciate your community contributions and welcome to the Champions!
- 5 kudos
- 45 Views
- 0 replies
- 0 kudos
Lakeflow connect Native connectors (tik, meta ads, Google Ads) - one table per account
We want to leverage these connectors to pull in marketing spend data. But the docs seem to say that the destination must be unique based on accounts. For Tik, we have a hundred accounts... each account will have a destination table for each object. ...
- 45 Views
- 0 replies
- 0 kudos
- 139 Views
- 7 replies
- 1 kudos
Resolved! Dashboard sharing settings
When attempting to change sharing settings of published dashboards from Only people with access can view to anyone in my account can view or vice versa we get a "Failed to change permissions on dashboard..." error. This happens for all dashboards, bo...
- 139 Views
- 7 replies
- 1 kudos
Latest Reply
- 1 kudos
Wow @Ashwin_DSA that's a quick way to escalate and resolve!
- 1 kudos
- 547 Views
- 4 replies
- 1 kudos
HealthCare Prior Authorizations with Databricks Lakebase Vector Search
Healthcare organizations possess enormous volumes of care, operational and payer related data. Every care interaction generates information across care notes, diagnosis records, medication histories, imaging reports, claims systems and payer policies...
- 547 Views
- 4 replies
- 1 kudos
Latest Reply
- 1 kudos
Great - let's connect over email - venkat@langguard.ai Our platform is built on Lakebase, Lakehouse and Unity AI Gateway. We deploy as an App.
- 1 kudos
- 4002 Views
- 22 replies
- 21 kudos
Resolved! Share your thoughts on Genie and receive a $50 gift card!
How do you talk with your data? We’d love to hear how you use Genie to enable business self-service, discover new insights, and make better and faster decisions from your data. If you have a Genie story, please share it via this link and receive a $...
- 4002 Views
- 22 replies
- 21 kudos
Latest Reply
- 21 kudos
Passenger Data Processing Pipeline using Databricks GenieWe leveraged Databricks Genie to accelerate the development of an end-to-end data engineering pipeline for processing passenger-related operational data received from the business team.The busi...
- 21 kudos
- 52 Views
- 0 replies
- 0 kudos
Streaming Amazon DocumentDB to Databricks in near real time - what's the best approach?
Hi everyone,I'm looking for advice from anyone who has implemented near real-time ingestion from Amazon DocumentDB into Databricks.Our current architecture is:Application → Amazon DocumentDBPython AWS Lambda functions capture changes from DocumentDBL...
- 52 Views
- 0 replies
- 0 kudos
- 260 Views
- 13 replies
- 5 kudos
Resolved! PySpark AnalysisException: Ambiguous reference to field t when parsing nested JSON
I'm working on a personal data engineering project using Kafka, Spark Structured Streaming, and Docker.The application consumes two Kafka topics that originate from an external market-data websocket source:a trade streama candlestick (kline/OHLCV) st...
- 260 Views
- 13 replies
- 5 kudos
Latest Reply
- 5 kudos
Spark Structured Streaming writes to file sinks and generally it uses a phased commit by writing temporary files to the output directory followed by writing metadata with references and a final commit by moving/renaming temp files to final names. You...
- 5 kudos
- 1574 Views
- 2 replies
- 4 kudos
Create an MCP for Azure DevOps To Use With Genie Code
Overview Prompted by a customer question, I wanted to see what was possible in terms of MCP integration into Genie Code, in order to try this out I decided to look at Azure Dev Ops, as it's a common workflow to want to see your tickets alongside the ...
- 1574 Views
- 2 replies
- 4 kudos
Latest Reply
- 4 kudos
Hi Emma how are you? is there any solution to make this agent avaliable for multiple users? the main restriction is that the path will be linked to a single user/service princpal.thanks!
- 4 kudos
- 139 Views
- 3 replies
- 2 kudos
Data Dictionary and Unity Catalog: Best Practices in a Medallion Architecture
Hi everyone,I'm currently working on implementing a data dictionary, and I'm struggling to understand what the best approach is when using a Medallion architecture in Databricks.My company is migrating its data to Databricks so that users can consume...
- 139 Views
- 3 replies
- 2 kudos
Latest Reply
- 2 kudos
Hi, This is a challenging area to get right, especially with so many tables and schemas. Unity Catalog is definitely a good bet for storing this metadata. There are a few approaches that you could take to the data definitions part, and it depends on ...
- 2 kudos
- 198 Views
- 1 replies
- 3 kudos
Reading Spark UI: A Repeatable Guide to Finding Performance Bottlenecks
A question came up in the community recently that I thought deserved more than a short answer. The question was around how to build a reliable investigation sequence for slow Spark jobs, specifically when symptoms overlap. A long-running stage with ...
- 198 Views
- 1 replies
- 3 kudos
Latest Reply
- 3 kudos
Thanks for this! Very insightful and detailed. Your sequence for diagnosing slow Spark jobs when symptoms overlap is exactly what I needed. Bookmarked this for my team.
- 3 kudos
- 237 Views
- 2 replies
- 2 kudos
How to prevent users from creating Lakebase compute?
Dear community,According to [1] and other sources, all workspace users are assigned `CAN_CREATE` on lakebase projects, and this permission "can't be revoked".The problem is that such a project comes with by default a 8 - 16 CU lakebase compute instan...
- 237 Views
- 2 replies
- 2 kudos
Latest Reply
- 2 kudos
Thank you very much for also looking into this.I've submitted this as feedback via the new Lakebase Postgres web-ui. It doesn't look like I can link to that submitted feedback here. Let's hope for the best.
- 2 kudos
- 269 Views
- 2 replies
- 1 kudos
Resolved! Databricks apps versus ServiceNow apps
I'm a ServiceNow developer evaluating Databricks as an alternative platform for app development. My pain points with ServiceNow include:Limited-to-zero support for developing apps in popular modern frameworks like React, Flask, and so on.Buggy implem...
- 269 Views
- 2 replies
- 1 kudos
Latest Reply
- 1 kudos
TLDR: Databricks Apps is not a 1:1 ServiceNow replacement. Its intended uses are internal web apps tied to data/AI, especially data entry forms and custom operational interfaces; it supports Python or Node.js, React, local IDE-based development, Git-...
- 1 kudos
- 65 Views
- 0 replies
- 0 kudos
Genie not able to list MCP prompts
Hi community,I'm building a custom MCP proxy server (hosted as a Databricks App) that forwards requests to an upstream MCP server. The upstream server exposes both **tools** and **prompts** as per the MCP specification.I can confirm that Genie Code s...
- 65 Views
- 0 replies
- 0 kudos
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Features in Motion: Three Patterns for Real-Time ML in Databricks Lakebase
Summary In production machine learning systems (like real-time recommenders or fraud detection), models operate under a strict latency budget (typically milliseconds end-to-end). Within this window, t...
Incremental REPLACE WHERE Flows Brings Targeted Refreshes to SDP and DBSQL
Lakeflow Spark Declarative Pipelines (SDP) has long supported two ways to maintain a table: a streaming flow for incremental ingestion and a materialized view for a fully derived result that is always...
One question, two data realities: supervisor agents across Kafka and the lakehouse
The setup every operations analyst knows A procurement lead asks what sounds like a simple question:"Of the orders that came in over the last hour, which ones are from customers who are close to their...
Triggering Databricks Jobs from Celonis Action Flows — A Step-by-Step Guide
Turn process intelligence into automated action: connect Celonis directly to Databricks. Why Connect Celonis Action Flows to Databricks? Celonis shows you where your business processes break down — wh...
