Limited seats are available to join our revamped training program at Data + AI Summit 2026 in San Francisco, with early-bird pricing that gives you 50% off training if you register by April 30. Key highlights Big savings on training and certification...
- 688 Views
- 1 replies
- 3 kudos
2 weeks ago
Hey Databricks Community! Join us for a free community sponsored BrickTalk this Thursday, May 7th, where we’ll be diving into Running Supply Chain Operations on Databricks: From Dashboards to Agents. BrickTalks is a community event series where Datab...
- 337 Views
- 0 replies
- 0 kudos
Tuesday
Lakebase Postgres now supports customer‑managed keys (CMK), so security teams can keep encryption keys in their own cloud KMS (AWS KMS, Azure Key Vault, or Google Cloud KMS) while Databricks runs Lakebase as a managed service. Key highlights Your key...
- 327 Views
- 0 replies
- 0 kudos
a week ago
Earlier this week, Databricks shared a deep dive into Lakebase Postgres database branching, a “Git‑style” way to work with your databases, meaning you can now create instant, isolated Postgres environments in seconds, without copying all the data or ...
- 754 Views
- 0 replies
- 1 kudos
3 weeks ago
Developers want to write code, not provision databases. Learn how to create and deploy apps directly on the Databricks Platform. Join us on May 5-7. In this webinar, code comes first. Watch experts from Databricks and Cursor demonstrate how to get ...
- 1254 Views
- 2 replies
- 5 kudos
03-26-2026
Community Space for Lakebase Insights Are you building with Lakebase? If so, do you have a single source to stay ahead of every technical shift and architectural breakthrough? More importantly, do you know what practitioners are actually saying o...
- 315 Views
- 1 replies
- 1 kudos
a week ago
June 15–18, 2026 Register Now! Join thousands of data analytics and AI professionals at Data+ AI Summit 2026, the world’s largest conference for data, analytics and AI in San Francisco and virtually. Don’t miss early-bird pricing! Early-bird discoun...
- 5933 Views
- 6 replies
- 4 kudos
02-19-2026
Many manufacturers want a safer, faster way to understand how their production lines behave without risking real equipment or downtime. Digital twins make this possible by creating a virtual version of your assets and processes, powered by real senso...
- 164 Views
- 0 replies
- 0 kudos
Wednesday
The Weekly Digest • April 20 – 26 Community Pulse Your weekly window into the minds of the practitioners who make this space thrive. Top Contributors This Week Contributors leading with curiosity and kindness (plus a new member in the spotlig...
- 235 Views
- 1 replies
- 4 kudos
Tuesday
Community Activity
- 0 Views
- 0 replies
- 0 kudos
Omnipurge – De natuurlijke keuze voor een totale lichaamsdetox
Omnipurge Voor wie op zoek is naar een betrouwbare en natuurlijke benadering van detoxificatie, vormt Omnipurge een praktische en effectieve keuze. Officiële website: https://omnipurge.nl/https://omnipurge.net/https://omnipurge.fi/https://omnipurge.s...
- 0 Views
- 0 replies
- 0 kudos
- 5 Views
- 0 replies
- 0 kudos
Delta update/insert from multiple source tables
[Sorry for a novice question.]I have multiple tables periodically updated from external sources (including insert, update, or delete). I need to update a target table, which is an outer join from multiple source tables without rewriting it each time....
- 5 Views
- 0 replies
- 0 kudos
- 36 Views
- 0 replies
- 0 kudos
ai-dev-kit -Best practices and Scoped PATs
SpoilerHi,I am experimenting with ai-dev-kit and would like to ask whether there are any best practices, demos, or safety guardrails that were followed when using it. Specifically recommended settings for a limited-access PAT for dev-ai-toolkit.Thank...
- 36 Views
- 0 replies
- 0 kudos
- 17424 Views
- 25 replies
- 4 kudos
spotify API get token - raw_input was called, but this frontend does not support input requests.
hello everyone, I'm trying use spotify's api to analyse my music data, but i'm receiving a error during authentication, specifically when I try get the token, above my code.Is it a databricks bug?pip install spotipyfrom spotipy.oauth2 import SpotifyO...
- 17424 Views
- 25 replies
- 4 kudos
Latest Reply
- 4 kudos
In this context, Elevate New is relevant as a digital content platform that covers technology trends, online platforms, software ecosystems, and modern internet-based solutions. As developers and tech communities continue discussing APIs, cloud ser...
- 4 kudos
- 10814 Views
- 4 replies
- 8 kudos
Frequently Asked Questions on Voucher - Have questions related to vouchers? Refer to the following FAQs for more information. Can the original expirat...
Frequently Asked Questions on Voucher - Have questions related to vouchers? Refer to the following FAQs for more information.Can the original expiration date of the Databricks voucher I received be changed or extended?Unfortunately, this is not possi...
- 10814 Views
- 4 replies
- 8 kudos
Latest Reply
- 8 kudos
I have a Databricks certification voucher which I got through the learning festival which happened on Jan. Its expiry was on 2nd May 2026, On 1st May 2026 while I was redeeming the voucher it showing "Inactive Voucher". What should I do, Kindly help ...
- 8 kudos
- 76 Views
- 1 replies
- 3 kudos
Thank you for participating in the Databricks Virtual Learning Festival! February 2026
@Jim_Anderson As per January Festival session , I had received the voucher and was about to book the exam. however it says now invalid , but for sure time is till May 2nd ,2026Also I had not used this voucher before also. kindly assist the same
- 76 Views
- 1 replies
- 3 kudos
Latest Reply
- 3 kudos
I have same issue.
- 3 kudos
- 51 Views
- 0 replies
- 0 kudos
Lab subscriptions and training recommendations
Does the $1500 databricks "blended learning" option include all the $500 options beneath it, or are those in addition to the $1500? Trying to understand what I'm getting in this that I'm not getting in the $200 package. I'm just starting on the "Bu...
- 51 Views
- 0 replies
- 0 kudos
- 53 Views
- 0 replies
- 0 kudos
Declarative Automation Bundle - Reusable job_cluster configuration
Hi there, running into some trouble abstracting job_clusters configurations to improve reusability. At the moment, I have many job yaml files that require the following configuration:What would be the best approach(es) to remove this configuration fr...
- 53 Views
- 0 replies
- 0 kudos
- 109 Views
- 0 replies
- 0 kudos
Azure Databricks — Reverse SSH Tunnel for On-Premises Connectivity
Introduction Azure Databricks users often need to access on-premises resources, such as databases, that reside in their corporate networks. In most cases, the right network path, like ExpressRoute or a Site-to-Site VPN combined with a private endpoin...
- 109 Views
- 0 replies
- 0 kudos
- 57 Views
- 0 replies
- 0 kudos
Getting 500 error on UC external HTTP connection to Entra with OAuth User-to-Machine Per User
I am getting 500 Internal Server Error with Unity Catalog external HTTP connection to Entra (for accessing Microsoft Graph API):There isn't any special setup with my Entra app, just the default one with my workspace url as the redirect url:Microsoft ...
- 57 Views
- 0 replies
- 0 kudos
- 1549 Views
- 5 replies
- 6 kudos
From 150 Lines of MERGE INTO to 7 Lines of SQL: AUTO CDC Comes to Databricks SQL
Every data warehouse has the same foundational problem: keeping dimension tables in sync with operational systems. Customer records change. Orders get updated. Accounts get closed. Getting those changes into your warehouse -- correctly, reliably, and...
- 1549 Views
- 5 replies
- 6 kudos
Latest Reply
- 6 kudos
We're working on adding identity column support for AUTO CDC! As of right now, we recommend adding the surrogate key in the source table before AUTO CDC. With regards to this, it might not be possible or even desired to add this complexity to the sou...
- 6 kudos
- 65 Views
- 0 replies
- 0 kudos
Thank you for participating in the Databricks Virtual Learning Festival! As of February 2, 2026
Please to inform, I had received the voucher as of February 2nd, 2026, cycle, but it says invalid while booking for certification. please to inform I haven't used to voucher at all.Please any one can assist.Regards,Livin vincent
- 65 Views
- 0 replies
- 0 kudos
- 99 Views
- 2 replies
- 0 kudos
Databricks Platform Administration Fundamentals
I have enrolled in Databricks Platform Administration Fundamentals and on the Demo: "Using Databricks Utilities and CLI" it require" you to " open this Notebook in your workspace: 1- Using Databricks Utilities and CLi" Where does one obtain this No...
- 99 Views
- 2 replies
- 0 kudos
Latest Reply
- 0 kudos
Ashwin for the response win. Thanks... however, unfortunately I do have a trial, as well as access multiple corporate workspaces. There are not "recreate steps" - in the training: it simply says " now open this notebook" which you need. It first give...
- 0 kudos
- 92 Views
- 1 replies
- 0 kudos
API does not return Genie space create and last modified dates
I am using "/api/2.0/genie/spaces" endpoint to retrieve genie spaces, but this does not return "created date" and "last modified dates". Is there a way to retrieve above information?
- 92 Views
- 1 replies
- 0 kudos
Latest Reply
- 0 kudos
Hi @Beka, Unfortunately, no. Those timestamps aren’t exposed for Genie spaces today. The GenieSpace resource behind both GET /api/2.0/genie/spaces and GET /api/2.0/genie/spaces/{space_id} contains only fields such as space_id, title, description, par...
- 0 kudos
- 69 Views
- 1 replies
- 0 kudos
Specific audit logs are not being generated.
I changed the administrative permissions for a specific service principal in the account management screen.I expected an audit log to be generated with service_name = accountns and action_name = changeServicePrincipalAcls, as described in the audit l...
- 69 Views
- 1 replies
- 0 kudos
Latest Reply
- 0 kudos
Hi @kohei-matsumura, An audit log entry with service_name = accounts and action_name = changeServicePrincipalAcls is generated only when you change the workspace-level ACLs of a service principal... as in... when you use the workspace permissions API...
- 0 kudos
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Latest from our Blog
Azure Databricks — Reverse SSH Tunnel for On-Premises Connectivity
Introduction Azure Databricks users often need to access on-premises resources, such as databases, that reside in their corporate networks. In most cases, the right network path, like ExpressRoute or ...
[PARTNER BLOG] Access Databricks Data Natively in Excel Using the New Excel Add-in
Introduction If you have spent any time working with enterprise data, you know the struggle: your Lakehouse holds the ground truth, but business stakeholders live in Excel. Until now, bridging that ga...
From 150 Lines of MERGE INTO to 7 Lines of SQL: AUTO CDC Comes to Databricks SQL
Every data warehouse has the same foundational problem: keeping dimension tables in sync with operational systems. Customer records change. Orders get updated. Accounts get closed. Getting those chang...
From HMS to Unity Catalog: A Self-Service Migration Playbook
Introduction - Unity Catalog Migration Most organizations running Databricks today started with the Hive Metastore (HMS); it was the default, it worked, and there was no reason to change. But as data ...