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.
Is there a way to set a static IP to a cluster on the Databricks instance? I'm trying to establish connection with a service outside AWS and it seems the only way to allow inbound connections is by adding the IP to a set of rules. thanks!I couldn’t f...
Hi, @Georgi Databricks clusters on AWS don’t have a built‐in way to assign a static IP address. Instead, the typical workaround is to route all outbound traffic from your clusters through a NAT Gateway (or similar solution) that has an Elastic IP ass...
Hi,I've been reading up on private link (https://learn.microsoft.com/en-us/azure/databricks/security/network/classic/private-link) and have some questions:In the standard deployment, do the transit VNet (frontend private endpoint) and Databricks work...
Below are the answers to your questions -1) No, they don’t have to be in the same subscription. You can have the transit VNet (with the front-end Private Endpoint) in one subscription and the Databricks workspace in another, as long as you set up the...
Hi,I'm setting up a workspace in Azure and would like to put some restrictions in place on outbound Internet access to reduce the risk of data exfiltration from notebooks and jobs. I plan to use VNet Injection and SCC + back-end private link for comp...
I am trying to understand the following graph databricks is showing me and failing:What is that constant lightly shaded area close to 138GB? It is not explained in the "Usage type" legend. The job is running completely on the driver node, not utilizi...
I’m trying to create an account-level group in Databricks using Terraform. When creating a group via the UI, it automatically becomes an account-level group that can be reused across workspaces. However, I’m struggling to achieve the same using Terra...
I am also interested in the solution for this! Workspace-level groups cannot be used to grant permissions on Unity Catalog resources so I also need to be able to create account-level groups in terraform while not being an account admin.
How can I run a single task in a job that has many tasks?I can do it in the UI, but I can’t find a way to do it using the REST API. Does anyone know how to accomplish this?
It looks like this may be a possibility now? I haven't actually tried it, but I noticed a parameter named "only" has been added to the Databricks SDK for when running a job. Here is the commit that made the change: [Release] Release v0.38.0 (#826) · ...
Is the Databricks Managed MLFlow only trace LLM traffic through Serving Endpoint? Does it support manual tracing in my LLM application with decorator @mlflow.trace ?Also, How can Databricks Managed MLFlow support multi-tenant cases where traces need ...
I'm working with Databricks Runtime ML and have configured a cluster in Dedicated access mode (formerly SINGLE_USER). The documentation indicates that a compute resource with Dedicated access can be assigned to a group, allowing user permissions to a...
Hey @Mr_7199 Yes, I’ve successfully configured a dedicated ML cluster assigned to a group.Here are three things to check:1.Cluster Policy – Ensure the cluster policy does not impose restrictions. Using an unrestricted policy simplifies testing.2.Perm...
Dear all,I see some developers started using serverless jobs and serverless all-purpose clusters. as a platform admin, I like to disable them as we are not yet prepared as a team to move to serverless; we get huge discounts on compute from Microsoft ...
You can disable the serverless compute featuure from your account console :https://docs.databricks.com/aws/en/admin/workspace-settings/serverless#enable-serverless-computeI have heard that for some ,If this option is not available , it means it is au...
Which environment variables do I have to set to use the databricks-cli with m2m oauth using Microsoft Entra ID managed service principals? I already added the service principal to the workspace.I found the following documentation, but I am still conf...
I would suggest to create .databrickscfg profile ,best practice and most easyYou will need to create it in your ~ directory vim ~/.databrickscfginside the file you can define multiple profiles like this https://learn.microsoft.com/en-us/azure/databr...
Hey Team,We're looking into migrating our correct Databricks solution from 1 AWS account (us-east-1 region) to another (eu-central-1 region). I have no documentation left on/about how the corrent solution was provisioned, but I can see CloudFormation...
I ended up using the terrafrom-databricks-provider tool to perform an export and import of the old workspace into the new one. All that was needed was a PAT in each, export from the old, sed the region, account and PAT and apply. This got me about 7...
I am looking to identify potential pitfall in the decentralized workspace framework where the key business owner have full access to their respective workspace and catalogs. In case of accidental delete/drop schema or catalog from the UC, what are th...
Hi @bhanu_dp , To retrieve accidental deletes, you can -1. Restore it to a previous version using time travel featurehttps://docs.databricks.com/gcp/en/delta/history#restore-a-delta-table-to-an-earlier-state2. Use UNDROP commandhttps://docs.databrick...
Hi There,I'm new to Databricks and we currently have a lot of users among different groups having access to a databricks workspace. I would like to know how I could query the users, groups and Entitlements of each groups using SQL or the API. Incase ...
To query all users who have access to a Databricks workspace, you can follow these steps:1. Check Workspace Users via Admin ConsoleIf you are a workspace admin, navigate to the Admin Console in the Databricks UI. Under the "Users" tab, you can view a...
Hi,I'm trying to update the GCP permissions for Databricks as described here: https://docs.databricks.com/gcp/en/admin/cloud-configurations/gcp/gce-updateTo be able to do that, I have to log in to the account console here: https://accounts.gcp.databr...
I was reading the book Spark: The Definitive Guide, I came across below statement in Chapter 2 on partitions."If you have many partitions but only one executor, Spark will still have a parallelism of only one because there is only one computation res...
Hey @SANJAYKJ It is correct in the sense that a single executor is a limiting factor, but the actual parallelism within that executor depends on the number of cores assigned to it. If you want to leverage multiple partitions effectively, you either n...
