The Genie has spoken And the winners of the Genie-Powered App Challenge are… A few weeks ago, we threw down a challenge: build something incredible with Databricks Apps and Genie Agent. And wow, you delivered. From smart, real-world prob...
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- 10 replies
- 8 kudos
a week ago
Hey Databricks Community! Join us for a free, community-sponsored BrickTalk on Thursday, September 17, 2026! BrickTalks is a community event series where Databricks experts share real-world use cases, demos, and practical insights for building with d...
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- 2 replies
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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...
- 910 Views
- 0 replies
- 3 kudos
2 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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- 133 replies
- 50 kudos
4 weeks ago
Virtual Event Time: AMER Sept 23 / 9 AM PTEMEA Sept 24 / 9 AM BST / 10 AM CESTAPJ Sept 24 / 9:30 AM IST / 12 PM SGT / 1 PM JST/KST / 2 PM AEST (Japanese and Korean captions available) Register for the Workshop Note: Marking RSVP on this Community ...
- 757 Views
- 0 replies
- 2 kudos
2 weeks ago
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...
- 3028 Views
- 0 replies
- 3 kudos
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...
- 420 Views
- 6 replies
- 6 kudos
Monday
Building a customer 360 requires connecting customer records across disparate data sets and establishing common customer identities. The Customer Entity Resolution Solution Accelerator shows how to build that foundation by translating customer attrib...
- 107 Views
- 0 replies
- 2 kudos
Tuesday
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 ...
- 91 Views
- 0 replies
- 4 kudos
8 hours ago
Community Activity
- 39741 Views
- 35 replies
- 4 kudos
Resolved! Free voucher for data engineer associate certification
Hi, I'm looking for a free voucher to take up the Data Engineer Associate certification. Could anyone guide please ?
- 39741 Views
- 35 replies
- 4 kudos
Latest Reply
- 4 kudos
Hi, @Cert-Team , is there any promotion currently running ?
- 4 kudos
- 33833 Views
- 3 replies
- 0 kudos
What are the best practices for optimizing Power BI reports and dashboards for performance in the PL
I’m studying for the PL-300 exam and would love some advice on how to optimize Power BI reports and dashboards for better performance. Specifically, I’m interested in:Techniques for improving report load times and responsiveness.Best practices for ma...
- 33833 Views
- 3 replies
- 0 kudos
Latest Reply
- 0 kudos
A few practices can make a significant difference when optimizing Power BI reports and dashboards for performance, especially when Power BI is connected to Databricks or other large data sources.1. Optimize the data model firstUse a simple star schem...
- 0 kudos
- 16 Views
- 0 replies
- 0 kudos
Both Databricks Apps Returning 502 Bad Gateway
I am experiencing an issue with both of my Databricks Apps. Both applications are currently unavailable and are returning the same 502 Bad Gateway error.This is affecting both applications, so I would appreciate it if you could investigate whether th...
- 16 Views
- 0 replies
- 0 kudos
- 30 Views
- 1 replies
- 0 kudos
Get exam voucher for a different certification
Hi,I had already completed all the 4 modules in Associate Data Engineering Track. Planning to do Apache Spark Developer next. I would like to get certified as Associate Data Engineer from Databricks.Am I eligibile for the voucher as I had completed t...
- 30 Views
- 1 replies
- 0 kudos
Latest Reply
- 0 kudos
Hey User,Incentives distributed: to the email associated with your Customer Academy account on October 19, 2026, after the event concludes.Suggest you to hold on till then
- 0 kudos
- 3429 Views
- 4 replies
- 1 kudos
Deleting Records from DLT Bronze and Silver Tables
I have a pipeline that generates two DLT streaming tables: a Bronze table and a Silver table. I need to delete specific records from both tables. I've read an article (https://www.databricks.com/blog/handling-right-be-forgotten-gdpr-and-ccpa-using-de...
- 3429 Views
- 4 replies
- 1 kudos
Latest Reply
- 1 kudos
Hey @Gianfranco , a bit late to the conversation, here is what i suggest.If you are woking with Stream tables, I would suggest you make a CDF feed for the bronze tables.Why? there are 2 reasons:1. This makes sure that if a record is deleted in raw, a...
- 1 kudos
- 50 Views
- 1 replies
- 0 kudos
Follow-up: Certification Transfer Request - 01010847
Hi Databricks Academy Team,I am following up on my support ticket (#01010847) regarding transferring my Databricks certifications to my new organizational account.I submitted this request a few days ago under standard priority, but I haven't received...
- 50 Views
- 1 replies
- 0 kudos
Latest Reply
- 0 kudos
Hello @NihanthRaja ,Thank you for filing a ticket with our support team, Support team will respond shortly. Please note that we cannot provide support via community. Thanks & Regards,@cert-ops
- 0 kudos
- 119 Views
- 3 replies
- 2 kudos
DLT Pipeline - Overwrite except for one Append table
Hi all,I am a junior engineer and I am working on a use case involving DLT pipelines that read from a csv source at regular intervals and populate tables based upon processing of this. In most cases, I'd like the table contents to be overwritten with...
- 119 Views
- 3 replies
- 2 kudos
Latest Reply
- 2 kudos
If history means changed versions by key, define Table1 as a batch materialized view and feed it to AUTO CDC FROM SNAPSHOT; its source can be a table or view, so the CSV doesn't need streaming semantics (Python datasets, snapshot API). from pyspark i...
- 2 kudos
- 419 Views
- 2 replies
- 2 kudos
5 Ways to Enhance Databricks AI/BI Dashboard Tables with HTML
Organizations use AI/BI dashboard tables to review accounts, catch problems, and decide what to do next. Yet a plain table can hold all the right data and still be hard to read. One way to improve the end user experience is to render HTML directly in...
- 419 Views
- 2 replies
- 2 kudos
Latest Reply
- 2 kudos
Great question! AI/BI Dashboard table cells configured as HTML are passed through an HTML sanitizer before rendering, which provides a platform-level safety layer (Databricks documentation). However, the sanitizer protects the rendering step, it does...
- 2 kudos
- 37 Views
- 0 replies
- 1 kudos
From Data Quality to Context Quality
High Quality Data is no longer enough for AI based decisions. Governance, Lineage and Observability helped creation of Trusted Data Products to allow consumers to use the trusted information delivered by the Data Platforms.Generative AI and Agentic A...
- 37 Views
- 0 replies
- 1 kudos
- 83 Views
- 4 replies
- 4 kudos
using remote_query with SQL Serverless Warehouse
Hello, Im trying to set up remote_query() as an option for our developers to use when querying our DB2 server. Unfortunately the connection keeps timing out. The workspace is in a VPC in AWS and the interactive clusters can successfully use the JDBC ...
- 83 Views
- 4 replies
- 4 kudos
Latest Reply
- 4 kudos
@dsay96 You can use interactive compute or try to replace the private CA cert with a public CA cert on the IBM server. If the server presents a certificate from a recognized public CA (DigiCert etc), the serverless runtime's default ca certs truststo...
- 4 kudos
- 85 Views
- 0 replies
- 0 kudos
[FGAC_ON_DEDICATED_COMPUTE_FAILED] Fine-grained access control (FGAC) on dedicated compute failed
Hi everyone, Starting this thread to check if anyone else has seen a similar issue, and sharing the solution because in our case, it was a detail we hadn't noticed it in the documentation. https://docs.databricks.com/aws/en/compute/single-user-fgac P...
- 85 Views
- 0 replies
- 0 kudos
- 2626 Views
- 5 replies
- 0 kudos
Table level data masking issue
Hi,We are seeing this error and does anyone know the ways to fix it?[RequestId=6cf95ee8-f312-47cd-846c-dcd87158c939 ErrorClass=INVALID_PARAMETER_VALUE.ROW_COLUMN_ACCESS_POLICIES_NOT_SUPPORTED_ON_ASSIGNED_CLUSTERS] Query on table with row filter or co...
- 2626 Views
- 5 replies
- 0 kudos
Latest Reply
- 0 kudos
Hello @shashas It is important to note that if you are using a cluster with Dedicated ("Single User") security mode, in addition to requiring a minimum DBR (Databricks Runtime) version of 15, you must also enable Serverless for Jobs/Notebooks in your...
- 0 kudos
- 107 Views
- 3 replies
- 0 kudos
help me how to fix
"Triggering new runs for organization 7474657040075149 is currently disabled temporarily." , Why did my job get blocked while running? You clearly said it could run continuously, so why was it blocked?
- 107 Views
- 3 replies
- 0 kudos
Latest Reply
- 0 kudos
Hi @FastFoodBro The Databricks Community and Community/Free tier workspaces have hard limits on total cluster compute time per organization ID, measured in hours or days. Once you hit your continuous job limit, the next runs are blocked from launchin...
- 0 kudos
- 673 Views
- 7 replies
- 12 kudos
create_auto_cdc_from_snapshot_flow Python session resolution fails if having multiple snapshot flows
When a pipeline contains more than one create_auto_cdc_from_snapshot_flow flow (each driven by a custom Python next_snapshot_and_version function), flow resolution fails intermittently/consistently with: RuntimeError: The original Spark session is be...
- 673 Views
- 7 replies
- 12 kudos
Latest Reply
- 12 kudos
Hi again, it seems to have regressed on me, my pipeline is failing again, anybody else seeing this?
- 12 kudos
- 229 Views
- 4 replies
- 4 kudos
Resolved! How do you test whether a retriever stops too early?
Hello everyone,Databricks’ Adaptive Instructed-Retriever announcement describes a model that learns when to stop searching. How would you test whether it stops after finding a general policy but before finding the exception that changes the answer?I...
- 229 Views
- 4 replies
- 4 kudos
Latest Reply
- 4 kudos
This is such an interesting problem! I really like the idea of testing whether extra search recovers missing evidence. Curious to see what metrics others use to balance latency and answer quality.
- 4 kudos
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