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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

smehta_0908
by New Contributor II
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Monitor and Alert Databricks Resource Utilization and Cost Consumption

We want to build monitoring and Alerting solution for Azure Databricks that should capture Resource Utilization details (like Aggregated CPU%, Memory% etc.) and Cost consumption at the Account Level.We have Unity Catalog Enabled and there are multipl...

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Allia
Databricks Employee
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@smehta_0908 Greetings! You can utilize Datadog for monitoring CPU and memory of clusters. https://docs.datadoghq.com/integrations/databricks/?tab=driveronly For Cost consumption at accounts level you can make use of billable usage logs using the Acc...

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m997al
by Contributor III
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Is there a way to configure a cluster to have no internet access?

When experimenting with LLMs on Databricks clusters, I have become interested in knowing if the LLM (Llama2 or otherwise), tries to make calls to the internet (i.e., the settings for use_remote_code=True in Huggingface models, as just one example).Mo...

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m997al
Contributor III
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Thanks!  I see the general direction there.

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FlavioSM
by New Contributor II
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Resolved! Install xml maven library

When I`m trying to install xml package, I`m getting error PERMISSION_DENIED 

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Palash01
Valued Contributor
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Hey @FlavioSM The error message indicates that the library you're trying to install (com.databricks:spark-xml_2.13:0.17.0) is not on the allowlist for shared clusters in your Databricks workspace. Shared clusters are clusters that multiple users can ...

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rfreitas
by New Contributor II
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Resolved! SCIM Synchronization for Email Change Cases in Azure AD

Hi everyone,I would like to know if the following behavior is expected or if it is a misconfiguration in SCIMWe are going through a change in the email of some users. So we did a test, changing the email of one of them, but the result was not OK beca...

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Ayushi_Suthar
Databricks Employee
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Hi @rfreitas , It is an expected behaviour because we don't support email or username updates/edits in the SCIM as of now. As per Databricks documentation, an email update is not supported in SCIM. You cannot update the username or email address of a...

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danmlopsmaz
by New Contributor III
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Resolved! Databricks job creator update with API

Hi team,Greetings.Do you know if there is a way to update the creator of a databricks_job using the API? the Documentation does not show "the creator" property and when I tried setting the creator, this property is not updated in the workspace UI.The...

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Ayushi_Suthar
Databricks Employee
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Hi @danmlopsmaz , Thanks for bringing up your concerns, always happy to help  I understand the customer wanted to change the creator of the job but at this moment we could change the owner but not the creator. But you should be able to clone an exist...

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edmundsecho
by New Contributor II
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how register a published app

Is there a way to register a web app with Databricks to enable it to access a user's data using OAuth2? i.e., be included in the list of published apps with a pre-negotiated scope? 

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Yeshwanth
Databricks Employee
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@edmundsecho could you please elaborate more on the use case? 

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Carsten03
by New Contributor III
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Resolved! CloudWatch Agent Init Script Fails

Hi,I am trying to install the CloudWatch log agent on my cluster, using this tutorial from AWS https://aws.amazon.com/blogs/mt/how-to-monitor-databricks-with-amazon-cloudwatch/They provide an init script there but when I try to start my cluster I get...

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alexbishop
New Contributor II
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Hi @Yeshwanth I have the exact same issue here. I have tried to update my cluster with the init script that you kindly shared in this thread. However, my error is still:Init script failure:Cluster scoped init script s3://databricks-init-scripts-caden...

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Datazilla
by New Contributor III
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Is a central UC Catalog management a Good Practice?

I am working at large company with many more or less independent divisions and we are currently working on the roll out of Unity Catalog in Azure. The idea was to have a central infrastructure repository (deployed via Terraform) to manage all central...

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Datazilla
New Contributor III
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Workspace Admins: Consider configuring permissions for workspace admins in the Account console to strike a balance between autonomy and governance.@Retired_mod Do you have any information about this configuration? I cannot find such thing in the Acco...

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sheridan06
by Databricks Partner
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Resolved! Architecture With the Enhanced Security and Compliance Add-On

Morning everyone!  Wondering if someone has a high-level reference architecture of Databricks on AWS that includes the Enhanced Security and Compliance Add-On??thanks,Brad

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Yeshwanth
Databricks Employee
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@sheridan06 please check this documentation: https://www.databricks.com/trust/security-features/protect-your-data-with-enhanced-security-and-compliance Let us know if it helps.

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prashantjjain33
by New Contributor II
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Disabled S3 bucket version, Next steps?

We have been using Databricks for some time and didn't knew that S3 bucket versioning was not recommended. We have disabled it now. What are the next steps that we need to take to clean up the data, should we create a lifecycle rule to delete older v...

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prashantjjain33
New Contributor II
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Adding lifecycle policies to databricks s3 bucket does not impact existing data, is that correct @Yeshwanth .

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Krubug
by New Contributor II
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Resolved! Set Deafult Cluster

HelloIs there a way to set one of the clusters in my workspace to be the default cluster when choosing from list of available clusters when running my Code?Thanks in Advanced.

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Ayushi_Suthar
Databricks Employee
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Hi @Krubug ,Thanks for bringing up your concerns, always happy to help  Upon checking internally, it seems that we do not currently support setting a default cluster for the workspace. But we do have a Feature request titled "Workspace - Settings - S...

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Matt4
by New Contributor III
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Resolved! Azure Databricks Assistant and Private Link

Hi,I was wondering if anyone is using the Databricks Assistant using the standard private link configuration of their network.Kind of curious how data is passed from the Databricks Workspace, in a private link configuration, to the Azure OpenAI servi...

Administration & Architecture
assistant
privatelink
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Matt4
New Contributor III
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I asked our SA at Databricks. AWS is different if anyone is looking for that answerAzure Open AI connects to the control planeIt doe not use private endpoints, though since you are an Azure customer, the traffic stays on the Azure global network (no ...

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Erik
by Valued Contributor III
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Feature request: Run cluster in a different region

We are one of those which unfortunately decided (earlier) to set up our infastructure in one of the sub-par Azure regions, and we happen to dont have any GPU clusters available.We would like to test out some GPU enhanced ML in databricks, but at the ...

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Latest Reply
Yeshwanth
Databricks Employee
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@Erik  I think it would be really useful if we could create a cluster in another region from our normal workspace This does not seem like a possible thing for me as the Control plane resources and the Data plane resources are bound to that region. If...

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