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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

AxelM
by New Contributor
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Only absolute paths are currently supported. Paths must begin with '/'

I am facing the above issue when using the Python Databricks SDK. I retreive the job-definition by "client.jobs.get()" and then try to create it on another workspace with"client.jobs.create()"Therefore the job-definition is correct and working fine o...

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Latest Reply
iyashk-DB
Databricks Employee
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You’re hitting a Jobs validation rule that depends on where the notebook is sourced from. With Git-sourced jobs, notebook paths must be relative; with workspace-sourced jobs, paths must be absolute and start with “/”. If a task’s source is treated as...

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SantoshMundhe
by New Contributor II
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Resolved! Databricks On prem version

Hello, Does Databricks offer an on-premises deployment option?If so, does the on-prem version have any restrictions? If not, is there a way around it? Thank you.  

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SantoshMundhe
New Contributor II
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Thank you 

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158576
by New Contributor
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mount cifs volume on all purpose compute results in permission denied

I have all networking already set, nslookup resolves NAS server IP and connectivity is enabled from worker nodes to nas server. I am able to mount the same nas drive outside of databricks, I mean standalone linux vm in the same VPC where worker nodes...

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siva-anantha
Databricks Partner
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Hello, Could you provide with more information about why you want to attach NAS drive to Databricks cluster, please? I am no expert in Storage. As far as I understand, NAS will suffer with IO and Replication Bottlenecks, when attached to Distributed ...

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zaicnupagadi
by New Contributor II
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Resolved! Reaching out to Azure Storage with IP from Private VNET pool

Hey All,Is there a way for Databricks to reach out to Azure Storage using private endpoint?We would like no omit enabling access by "all trusted services".All resources are in the same VNET however when Databrics tries to reach out to Storage instead...

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zaicnupagadi
New Contributor II
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Sorry for late reply - thank you for your help Nayan!

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maikel
by Contributor II
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Agent outside databricks communication with databricks MCP server

Hello Community!I have a following use case in my project:User -> AI agent -> MCP Server -> Databricks data from unity catalog.- AI agent is not created in the databricks- MCP server is created in the databricks and should expose tools to get data fr...

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maikel
Contributor II
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Hello @mark_ott thank you very much for this! It gives me a lot of knowledge! I think that since data is stored in databricks we will go with MCP deployed there as well.I have next portion of questions - can you please tell me how to deploy my mcp se...

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Dharma25
by New Contributor III
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Task Hanging issue on DBR 15.4

Hello,I am running strucutred streaming pipeline with 5 models loaded using pyfunc.spark_udf. Lately we have been noticing very strange issue of tasks getting hanged and batch is taking very long time finishing its execution.CPU utilization is around...

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Latest Reply
bianca_unifeye
Databricks MVP
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On DBR 15.4 the DeadlockDetector: TASK_HANGING message usually just means Spark has noticed some very long-running tasks and is checking for deadlocks. With multiple pyfunc.spark_udf models in a streaming query the tasks often appear “stuck” because ...

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ismaelhenzel
by Valued Contributor
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Resolved! Asset bundle vs terraform

I would like to understand the differences between Terraform and Asset Bundles, especially since in some cases, they can do the same thing. I’m not talking about provisioning storage, networking, or the Databricks workspace itself—I know that is Terr...

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Coffee77
Honored Contributor II
  • 3 kudos

First, DAB uses terraform in the background. Having said that, my recommendation is to use DAB for whatever component already included and only other tools for IaC not supported yet or non-databricks specific (private VNets, external storages, etc.) ...

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GeraldBriyolan
by New Contributor II
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Databricks Federated Token Exchange Returns HTML Login Page Instead of Access Token(GCP →Databricks)

Hi everyone,I’m trying to implement federated authentication (token exchange) from Google Cloud → Databricks without using a client ID / client secret only using a Google-issued service account token. I have also created a federation policy in Databr...

GeraldBriyolan_0-1764050266136.png
Administration & Architecture
Federation Policy
GCP
Token exchange
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WiliamRosa
Databricks Partner
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You might want to check whether the issue is related to your federation policy configuration.Try reviewing the following documentation to confirm that your policy is correctly set up (issuer, audiences, and other expected claims):https://docs.databri...

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noorbasha534
by Valued Contributor II
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Azure VM quota for databricks jobs - demand prediction

Hey folks,a quick check -wanted to gather thoughts on how you manage demand for azure VM quota so you don't run into quota limits issues.In our case, we have several data domains (finance, master data, supply chain...) executing their projects in Dat...

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mark_ott
Databricks Employee
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Yes, Azure Databricks compute policies let you define “quota-like” limits, but only within Databricks, not Azure subscription quotas themselves. You still rely on Azure’s own quota system for vCPU/VM core limits at the subscription level.​ What you c...

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hdelas
by New Contributor
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Deploying Jobs in Databricks

How can I use the Databricks Python SDK from azure devops to create or update a job and explicitly assign it to a cluster policy (by policy ID or name)? Could you show me an example where the job definition includes a task and a job cluster that refe...

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mark_ott
Databricks Employee
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  To use the Databricks Python SDK from Azure DevOps to create or update a job and assign it explicitly to a cluster policy, specify the cluster policy by its ID in the job cluster section of your job definition. This ensures the cluster spawned for ...

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Victor2
by New Contributor
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Unable to create connection in Power platform

When i try to create the connection, I get the error message "Connection test failed. Please review your configuration and try again."Here is the response in the network trace:My connection credentials are correct. So, i'm not sure what i am doing wr...

Victor2_1-1764022073345.png Victor2_4-1764022154704.png
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mark_ott
Databricks Employee
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The error message "Connection test failed. Please review your configuration and try again." when connecting Databricks to Power Platform can occur due to several common issues, even if your credentials are correct. Key Troubleshooting Steps Double-c...

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GeraldBriyolan
by New Contributor II
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Need to create an Identity Federation between my Databricks workspace/account and my GCP account

I am trying to authenticate my Databricks account using the Federation for fetching the data. I have created a service account in GCP, and also using Google Auth, I have generated a token, but I don't know how to exchange the token to authenticate Da...

GeraldBriyolan_0-1763968122617.png
Administration & Architecture
Databricks
Federation Policy
GCP
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stbjelcevic
Databricks Employee
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Hi @GeraldBriyolan , You may need to use a Google ID Token to do what you are trying to do: https://docs.databricks.com/gcp/en/dev-tools/auth/authentication-google-id  

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old_school
by New Contributor II
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Cap on OIDC (max 20) Enable workload identity federation for GitHub Actions

Hi Databricks community,I have followed below page and created Github OIDCs but there seems to be a cap on how many OIDC's a Service Principal can create (20 max). Is there any work around for this or some other solution apart from using Client ID an...

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stbjelcevic
Databricks Employee
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I can't speak for specifically why, but allowing wildcards creates security risks and most identity providers and standards guidance require exact, pre-registered URLs.

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Raman_Unifeye
by Honored Contributor III
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Prevent Access to AI Functions Execution

As a workspace Admin, I want to prevent unexpected API costs from unrestricted usage of AI Functions (AI_QUERY() etc.), how can we control that only a particular group-users can execute AI Functions ?I understand the function execution cost can be vi...

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Raman_Unifeye
Honored Contributor III
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ok, so it has to be done at individual end-point and function level 

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kashif_dev
by New Contributor
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Azure DB Workspace Not Connected to DB Account Unity Catalog & Admin Console Missing (identity=null)

Hi team,I created a brand-new Azure environment and an Azure Databricks workspace, but the workspace appears to be in classic (legacy) mode and is not connected to a Databricks Account, so Unity Catalog cannot be enabled.Below are all the details and...

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Coffee77
Honored Contributor II
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I think you need a "corporate" account with Azure Global Administrator role to enable/access Databricks account. For instance, in some of my demo workspaces I can't access to UC with my "hotmail" account. I haven't looked deeper into it so far. So, a...

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