cancel
Showing results for 
Search instead for 
Did you mean: 
Administration & Architecture
Explore discussions on Databricks administration, deployment strategies, and architectural best practices. Connect with administrators and architects to optimize your Databricks environment for performance, scalability, and security.
cancel
Showing results for 
Search instead for 
Did you mean: 

Forum Posts

Nisha_Tech
by New Contributor II
  • 409 Views
  • 3 replies
  • 0 kudos

Databricks Asset Bundle Deployment Fails in GitHub Actions with Federated Identity Credentials

I am using a service principal with workspace admin access to deploy Databricks asset bundles. The deployment works successfully via Jenkins using the same credentials and commands. However, when attempting the deployment through GitHub Actions, I en...

  • 409 Views
  • 3 replies
  • 0 kudos
Latest Reply
szymon_dybczak
Esteemed Contributor III
  • 0 kudos

Hi @Nisha_Tech ,It seems that for some reason github actions wants to authenticate osuing OAuth Token federation:Authenticate access to Databricks using OAuth token federation | Databricks on AWSI guess that you want to authenticate using SP. Could y...

  • 0 kudos
2 More Replies
noklamchan
by New Contributor II
  • 3377 Views
  • 4 replies
  • 3 kudos

How to access UnityCatalog's Volume inside Databricks App?

I am more familiar with DBFS, which seems to be replaced by UnityCatalog Volume now. When I create a Databricks App, it allowed me to add resource to pick UC volume. How do I actually access the volume inside the app? I cannot find any example, the a...

  • 3377 Views
  • 4 replies
  • 3 kudos
Latest Reply
nayan_wylde
Esteemed Contributor
  • 3 kudos

Apps don’t mount /Volumes and don’t ship with dbutils. So os.listdir('/Volumes/...') or dbutils.fs.ls(...) won’t work inside an App. Use the Files API or Databricks SDK instead to read/write UC Volume files, then work on a local copy.Code using Pytho...

  • 3 kudos
3 More Replies
rabbitturtles
by New Contributor III
  • 629 Views
  • 5 replies
  • 1 kudos

Resolved! Databricks Apps On behalf of user authorization - General availability date?

Currently Databricks apps on behalf of user authorization is in public-preview. Any idea when this would be generally available or where I can see it's release plan?https://docs.databricks.com/aws/en/release-notes/product/2025/march#databricks-apps-c...

  • 629 Views
  • 5 replies
  • 1 kudos
Latest Reply
WiliamRosa
Contributor
  • 1 kudos

Hi @rabbitturtles Additionally, you can subscribe to the Databricks Newsletter and join the Product Roadmap Webinars, where they announce all the latest private previews.”https://www.databricks.com/resources?_sft_resource_type=newsletters

  • 1 kudos
4 More Replies
sparkplug
by New Contributor III
  • 1475 Views
  • 5 replies
  • 1 kudos

Resolved! Databricks service principal token federation on Kubernetes

Hi I am trying to create a service principal federation policy against AKS cluster. But I am struggling to make it work without any examples. It would be great if you could share examples on how this would work for a service account.Additionally, wha...

  • 1475 Views
  • 5 replies
  • 1 kudos
Latest Reply
sparkplug
New Contributor III
  • 1 kudos

I am currently using a two step process, logging in using azure library and then getting an access token from Azure using the databricks scope. And then using that to authorize towards Databricks. I would like to use `env-oidc` auth type instead, but...

  • 1 kudos
4 More Replies
ez
by New Contributor II
  • 756 Views
  • 5 replies
  • 4 kudos

Resolved! SQLSTATE: 42501 - Missing Privileges for User Groups

Dear AllI'm investigating missing privileges for some of our users.When connecting to an Oracle database via JDBC and attempting to display a DataFrame, we encounter the following error:User does not have permission SELECT on any file. SQLSTATE: 4250...

  • 756 Views
  • 5 replies
  • 4 kudos
Latest Reply
ez
New Contributor II
  • 4 kudos

@nayan_wylde thank you, that is exactly what I was looking for and could not find

  • 4 kudos
4 More Replies
vvijay61
by New Contributor II
  • 529 Views
  • 7 replies
  • 1 kudos

SAT Tool Scan other workspaces

Hello Team, i have been setting up SAT in my Databricks workspace and i am able to do it and scan in my workspace. i have provided my SP access to all other Workspaces as well  When i run the initialize job (SAT Initializer Notebook (one-time)) , I c...

  • 529 Views
  • 7 replies
  • 1 kudos
Latest Reply
nayan_wylde
Esteemed Contributor
  • 1 kudos

It seems like a access is denied by network policy. You have to update Network Policy for Serverless at account levelIn Account Console → Cloud Resources → Policies → Serverless Egress Control → default-policyCheck the Allow access to all destination...

  • 1 kudos
6 More Replies
mereud
by New Contributor
  • 394 Views
  • 1 replies
  • 0 kudos

Databricks bundle error

Hi everyone,I'm encountering an issue during deployment with Terraform on Databricks.The error I get is:Error: failed to read remote state file: stream error: stream ID 21; NO_ERROR; received from peerOn another attempt (after a manual mistake on my ...

  • 394 Views
  • 1 replies
  • 0 kudos
Latest Reply
-werners-
Esteemed Contributor III
  • 0 kudos

Yes, I also find that sometimes the deploy fails. F.e. when cluster config using policies has changed or when you want to use  mixed node types in combination with policies.What I do is do destroy the bundle or the job that gives issues.Then deploy.T...

  • 0 kudos
taksheel-a-n
by New Contributor
  • 335 Views
  • 1 replies
  • 0 kudos

Can a Databricks App (React-based) be published on the Databricks Marketplace?

Hi everyone,I’ve been exploring Databricks Apps and building a frontend using React within the Databricks environment. I wanted to know if it’s currently possible to publish a Databricks App to the Databricks Marketplace, similar to how datasets, not...

  • 335 Views
  • 1 replies
  • 0 kudos
Latest Reply
BS_THE_ANALYST
Esteemed Contributor III
  • 0 kudos

Hi @taksheel-a-n According to the documentation: https://learn.microsoft.com/en-us/azure/databricks/marketplace/ . Here's a list of the types of assets that are supported:According to this post, there's not a public facing roadmap: https://community....

  • 0 kudos
DavidRobinson
by New Contributor
  • 294 Views
  • 1 replies
  • 0 kudos

Transition from SCIM to AIM

We're in the process of transitioning our Azure Databricks instance from SCIM-based provisioning to Automated Identity Management (AIM), now that AIM is generally available. Once enabled, AIM becomes the authoritative source for managing users, group...

  • 294 Views
  • 1 replies
  • 0 kudos
Latest Reply
nayan_wylde
Esteemed Contributor
  • 0 kudos

@DavidRobinson Let me know how it goes. This is in my to-do list too as we are facing a lot of issues with SCIM like nested group sync and SPN syncs. One of the issue that I can think of is AIM respects nested groups from Entra, which SCIM didn’t. So...

  • 0 kudos
Elben
by New Contributor II
  • 364 Views
  • 4 replies
  • 1 kudos

Delta Sharing Egress Pipeline for Azure

We are currently investigating the options for implementing a multi tenancy solution where clients are separated but share data using delta sharing. Are there any way to track cost for reading data in Azure. It seems like Delta Sharing Egress Pipelin...

  • 364 Views
  • 4 replies
  • 1 kudos
Latest Reply
Elben
New Contributor II
  • 1 kudos

Thanks. I'm aware of the very neat features for analyzing cost in databricks, but we are also interested in monitoring the cost for the underlying storage and network. It seems that this is indeed possible in AWS using s3, but not supported in Azure....

  • 1 kudos
3 More Replies
kebubs
by New Contributor
  • 246 Views
  • 1 replies
  • 1 kudos

Resolved! Difference between AWS Marketplace and direct with Databricks

Hi all,Wanted to check the difference between direct purchase from Databricks and through AWS Marketplace, and the difference in deployment of direct purchase and AWS Marketplace. I understand that from AWS Marketplace will have a auto-deployment whe...

  • 246 Views
  • 1 replies
  • 1 kudos
Latest Reply
szymon_dybczak
Esteemed Contributor III
  • 1 kudos

Hi @kebubs ,Maybe you will find below thread as useful. According to databricks employee the main difference will be how billing is handled:"Direct Subscription: If you subscribe directly through Databricks, you will manage billing through the Databr...

  • 1 kudos
Kaz1
by New Contributor
  • 2549 Views
  • 1 replies
  • 0 kudos

Can't post to microsoft teams workflow from databricks notebook

When trying to post to a microsoft teams webhook, from a databricks notebook, using compute with DBR 12.2 I receive the following error:SSL error: HTTPSConnectionPool(host='prod-104.westeurope.logic.azure.com', port=443): Max retries exceeded with ur...

  • 2549 Views
  • 1 replies
  • 0 kudos
Latest Reply
Isi
Honored Contributor III
  • 0 kudos

Hello @Kaz1 It’s very likely that the issue is related to where the HTTPS request originates — whether it’s coming from the Databricks control plane or your data plane (your own AWS VPC).When you run a local script or call the Teams webhook from a cl...

  • 0 kudos
m2chrisp
by New Contributor II
  • 930 Views
  • 1 replies
  • 1 kudos

Resolved! Setting catalog isolation mode and workspace bindings within a notebook using Python SDK

Hi,I have a set of notebooks which configure new catalogs, set permissions, create default schemas, attach Azure Storage accounts as external volumes, create Git Folders and set current branches, etc.All this works just fine.One thing I'm trying to a...

  • 930 Views
  • 1 replies
  • 1 kudos
Latest Reply
mark_ott
Databricks Employee
  • 1 kudos

The error occurs because the Databricks Python SDK (databricks-sdk) and the authentication method within an Azure Databricks notebook use a special “db-internal” token for user-based notebook execution, which does not have permission to perform some ...

  • 1 kudos
IoanT
by New Contributor
  • 689 Views
  • 1 replies
  • 2 kudos

Resolved! databricks bundle validate: Recommendation: permissions section should explicitly include the curren

Starting from 10/07/2025 my validation bundle step from databricks bundle deploy fail with the folowing message:2025-07-11T07:07:18.5175554Z Recommendation: permissions section should explicitly include the current deployment identity '***' or one of...

  • 689 Views
  • 1 replies
  • 2 kudos
Latest Reply
mark_ott
Databricks Employee
  • 2 kudos

The error message in your Databricks bundle deploy validation step:   text Recommendation: permissions section should explicitly include the current deployment identity '***' or one of its groups If it is not included, CAN_MANAGE permissions are...

  • 2 kudos
Luke_Kociuba
by New Contributor
  • 505 Views
  • 3 replies
  • 5 kudos

Resolved! dbt+Databrics

Hi!I will use dbt + Databrics in my new project.I'm runing dbt training. Have Databrics free/trial account so far. Want to connect, link dbt with Databbrics and create data warehouse from below data setsjaffle_shop_customers.csvjaffle_shop_orders.csv...

  • 505 Views
  • 3 replies
  • 5 kudos
Latest Reply
BS_THE_ANALYST
Esteemed Contributor III
  • 5 kudos

Great solution @szymon_dybczak .I don't know too much about DBT yet. Is there much difference between connecting/interacting with DBT cloud vs DBT core?All the best,BS

  • 5 kudos
2 More Replies