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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.
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Forum Posts

karthiknuvepro
by New Contributor II
  • 691 Views
  • 1 replies
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GCP Databricks | Workspace Creation Error: Storage Credentials Limit Reached

Hi Team,We are encountering an issue while trying to create a Databricks Workspace in the GCP region us-central1. Below is the error message:Error Message:Workspace Status: FailedDetails: Workspace failed to launch.Error: BAD REQUEST: Cannot create 1...

  • 691 Views
  • 1 replies
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Latest Reply
Alberto_Umana
Databricks Employee
  • 0 kudos

Hi @karthiknuvepro, Do you have an active support plan? Over a ticket with us we can request the increase of this limit.

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AnkitShah
by New Contributor II
  • 1680 Views
  • 4 replies
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How do we get user list who accessed/downloaded specific model in Unity catalog for last 6 months

How do we get user list who accessed/downloaded specific model in Unity catalog for last 6 months

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Alberto_Umana
Databricks Employee
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Hi @AnkitShah, I just tried on my end and found these 2 tables that might be useful. They do not exact show who downloaded a model artifact but who interacted with it: https://docs.databricks.com/en/ai-gateway/configure-ai-gateway-endpoints.html#usag...

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RicksDB
by Contributor III
  • 1807 Views
  • 6 replies
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Governance to restrict compute creation

Hi,Cluster policies used to be an easy way to handle governance on computes. However, more and more, there seem to be no way to control many new compute features within the platform. We currently have this issue for model serving endpoints and vector...

  • 1807 Views
  • 6 replies
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Latest Reply
nskiran
New Contributor III
  • 1 kudos

If you are looking to restrict end users to create certain cluster configuration only, you can do so by using databricks APIs. Through python and Databricks API, you can specify what kind of cluster configurations are allowed and also restrict users ...

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dbuserng
by New Contributor II
  • 3090 Views
  • 1 replies
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High memory usage on Databricks cluster

In my team we have a very high memory usage even when the cluster has just been started and nothing has been run yet. Additionally, memory usage never drops to lower levels - total used memory always fluctuates around 14GB.Where is this memory usage ...

  • 3090 Views
  • 1 replies
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Latest Reply
-werners-
Esteemed Contributor III
  • 4 kudos

This is not necessarily an issue.  Linux uses a lot of RAM for caching but this does not mean it cannot be released for processes (dynamic memory mgmt).Basically the philosophy is that RAM that is not used (so actually 'free') is useless.Here is a re...

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jimbender
by New Contributor II
  • 1045 Views
  • 1 replies
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Newbie DAB question regarding wheels

I am trying to build a wheel using a DAB.  It errors saying I don't have permissions to install my wheel onto a cluster I am have been given.  Is it possible to just upload the wheel to a subdir the /Shared directory and use it from there instead of ...

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Walter_C
Databricks Employee
  • 0 kudos

May I know the exact error you are getting on the cluster?You can use the following code to use a wheel in a shared folder: resources: jobs: my-job: name: my-job tasks: - task_key: my-task new_cluster: ...

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sparrap
by New Contributor
  • 1459 Views
  • 2 replies
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Error when Connecting Databricks Cluster to RStudio Desktop App

Hi! I am trying to connect RStudio to my Databricks Cluster, I already change the permissions to CAN MANAGE and CAN ATTACH to the cluster. Also I have verified to have the correct python version and Databricks version in my computer.This is the error...

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Latest Reply
mikvaar
New Contributor III
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This seems to solve the problem: https://github.com/sparklyr/sparklyr/issues/3449Apparently sparklyr requires that Unity Catalog is enabled on the cluster in order to get the connection working right.

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sparkplug
by New Contributor III
  • 920 Views
  • 1 replies
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Resolved! How do I track notebooks in all purpose compute?

I am trying to map out costs for a Shared cluster used in our organization. Since Databricks does not store the sessions in all purpose compute or who accessed the cluster, what are some possible options that I can track which notebooks were attached...

  • 920 Views
  • 1 replies
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Latest Reply
Alberto_Umana
Databricks Employee
  • 1 kudos

Hi @sparkplug, You can use the audit logs and billing usage table: https://docs.databricks.com/en/admin/account-settings/audit-logs.html

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navi_bricks
by New Contributor II
  • 4977 Views
  • 9 replies
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Need to move files from one Volume to other

We recently enabled Unity catalog on our workspace, as part of certain transformations(Custom clustered Datapipelines(python)) we need to move file from one volume to other volume. As the job itself runs on a service principal that has access to exte...

  • 4977 Views
  • 9 replies
  • 1 kudos
Latest Reply
Dnirmania
Contributor
  • 1 kudos

Not all job clusters work well with Volumes. I used following type cluster to access files from Volume. 

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kpriya
by New Contributor II
  • 565 Views
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Missing Permission option for DLT pipline

I do not see permission option in DLT pipeline's page kebab menu as well, can some one help on this?

  • 565 Views
  • 1 replies
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Latest Reply
Alberto_Umana
Databricks Employee
  • 2 kudos

Hi @kpriya, Ensure you are on the correct page where the pipeline is listed. Click on the pipeline name to go into its details Once you are on the pipeline details page, look for the kebab menu (three vertical dots) associated with the pipeline. This...

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templier2
by New Contributor II
  • 1794 Views
  • 2 replies
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databricks bundle init is not working

I use Databricks Standard Tier workspaces in Azure.When I am running databricks bundle init, I am getting an error:Error: failed to compute file content for {{.project_name}}/resources/{{.project_name}}.pipeline.yml.tmpl. template: :6:20: executing "...

  • 1794 Views
  • 2 replies
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Latest Reply
Alberto_Umana
Databricks Employee
  • 0 kudos

Hi @templier2, The error you are encountering when running databricks bundle init is due to the fact that Unity Catalog is not supported on Standard tier workspaces

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barendlinders
by New Contributor II
  • 1335 Views
  • 3 replies
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Resolved! CREATE EXTERNAL LOCATION read only through SQL

Hello,I have set up a storage credential with READ ONLY access to my Azure storage account (landing-zone). I want to create an EXTERNAL LOCATION using SQL, set the EXTERNAL LOCATION to read only and use the read-only storage credential I made.I canno...

barendlinders_0-1736427738959.png
  • 1335 Views
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Walter_C
Databricks Employee
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Sure, happy to help, let me know in case you need any other assistance.

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NielsMH
by New Contributor III
  • 1969 Views
  • 2 replies
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Resolved! connect azure openai service deployments from databricks workspace

HiFor the company i work for, I have created an azure openai service instance, with the intention to deploy models and interact with them from a databricks workspace.The basic properties of my azure openai service are:Network: separate vnet for the r...

  • 1969 Views
  • 2 replies
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Rjdudley
Honored Contributor
  • 0 kudos

This sounds like a scenario for the Mosaic AI Gateway, Mosaic AI Gateway | Databricks

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Mukee
by New Contributor II
  • 5548 Views
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How to get Workspace name with workspaceId?

I have an AWS Managed Databricks instance. I am trying to get a workspace name with workspace ID. Thank you very much for your time and assistance.

  • 5548 Views
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Latest Reply
holly
Databricks Employee
  • 0 kudos

Hi All, There's a few ways to find your workspace name: Quickly: it's the name in the URL before .cloud, so in the URL https://devrel.cloud.databricks.com/?o=556812371150522 the name is 'devrel'Whilst in the notebook: spark.conf.get("spark.databricks...

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Matty
by New Contributor III
  • 3714 Views
  • 7 replies
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Azure basic public IP SKU retirement

With Azure notifying that retirement of the basic public IP SKU in 2025 I'd like to understand how compute cluster workers can be moved over from basic to standard SKU? We've used Terraform to deploy our Databricks environment but I'd like to underst...

  • 3714 Views
  • 7 replies
  • 3 kudos
Latest Reply
Matty
New Contributor III
  • 3 kudos

I contacted Microsoft, they spoke with their SME of the Databricks team who have confirmed they're aware of this and will be transitioning from Basic to Standard SKU before deprecation - a update from Microsoft will be getting released regarding this...

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andre-h
by New Contributor III
  • 2402 Views
  • 4 replies
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Resolved! Install Python dependency on job cluster from a privately hosted GitLab repository (HTTPS/SSH)

Hello,We intend to deploy a Databricks workflow based on a Python wheel file which needs to run on a job cluster. There is a dependency declared in pyproject.toml which is another Python project living in a private Gitlab repository. We therefore nee...

  • 2402 Views
  • 4 replies
  • 3 kudos
Latest Reply
hari-prasad
Valued Contributor II
  • 3 kudos

Hi @andre-h ,As a good alternative you can build the python package (wheel or egg) in your gitlab or github workflows and upload the package to dedicated cloud storage bucket. Then followed by you can specify the cloud storage path of your python lib...

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