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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

lukaszmaron
by New Contributor II
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Databricks permissions management at scale

Working with permissions in Databricks at scale gets tricky pretty fast.A few patterns that keep coming up:permissions spread across workspaces, catalogs, groupshard to answer simple questions like “who actually has access to X?”lots of manual queryi...

lukaszmaron_0-1778534349989.png
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KrisJohannesen
Contributor
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Cool solution!A lot of the auditing of what you have built will actually be available as part of the Governance Hub. It is built on the system tables- It also contains a lot of other cool features that are more in the areas of Data Quality, Classific...

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koti521
by New Contributor II
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How to prevent direct workspace changes in Databricks by vendors / external users?

Hi Team,I’m looking for guidance on workspace governance and change control in Databricks, specifically related to vendor access.We recently observed that workspace-level changes seem to be applied directly, and we want to understand how this is happ...

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Brahmareddy
Esteemed Contributor
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Thanks for adding more details.Since PAT and Databricks personnel workspace access are already disabled, I would suggest first reviewing audit logs to identify whether the change was made by a workspace admin, account admin, service principal, Terraf...

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Lola63
by New Contributor II
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Training

I have signed up for training but when I log into Databricks it takes me to the account free edition and not giving me the option to get to my training.

  • 406 Views
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Lola63
New Contributor II
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I now see the course but it’s just a video and jo meeting to join!  Why is this so complicated!!!

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LokeshChikuru
by Databricks Partner
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VNet Data Gateway unable to connect to Azure Databricks Serverless SQL via Private Endpoint

I’m facing connectivity issues when trying to connect Microsoft Fabric / Power BI to Azure Databricks Serverless and PRO SQL Warehouse using a VNet Data Gateway. I’m looking for guidance on whether this scenario is supported or if there are known lim...

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LokeshChikuru
Databricks Partner
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We are able to fix the connectivity issue by correcting the NSG rules between Azure Databricks private endpoint and Fabrics Vnet gateway subnet.But errors are being occured while powerBI service semantic model query refresh using same Databricks conn...

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rdruska
by New Contributor II
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Resolved! DBSQL MCP Server - how to specify compute cluster?

Hi,the DBSQL MCP Server is really cool, however, I am not sure how to connect it to a specific cluster, and I could not find any information in any documentation page. My MCP settings looks like this:"databricks-sql-mcp": { "type": "streamable-http",...

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WendyW
New Contributor II
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Thanks @Ashwin_DSA for your solution suggested here! we have a related situation. We have an AI-gateway that brokers connections to that externally-hosted Datbricks instance. As a result, we need a SQL warehouse to execute queries and can't alllocate...

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AMStrever
by New Contributor II
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Databricks Platform Administration Fundamentals

I have enrolled in Databricks Platform Administration Fundamentals and on the Demo: "Using Databricks Utilities and CLI" it require"  you  to " open this Notebook in your workspace: 1- Using Databricks Utilities and CLi" Where does one obtain this No...

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AMStrever
New Contributor II
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Ashwin for the response win. Thanks... however, unfortunately I do have a trial, as well as access multiple corporate workspaces. There are not "recreate steps" - in the training: it simply says " now open this notebook" which you need. It first give...

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jpm2617
by New Contributor II
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Serverless Access to Public internet

HiI am trying to run notebooks on serverless compute but I cannot access the public internet. I cannot perform a get on google.com getting "[Errno -3] Temporary failure in name resolution". I checked my admin console network policies and they all wer...

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Latest Reply
Louis_Frolio
Databricks Employee
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Greetings @jpm2617 , I did some digging and would like to share my thoughts: @szymon_dybczak nailed the root cause. Your [Errno -3] Temporary failure in name resolution when calling google.com is the classic symptom of a workspace attached to a restr...

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Beka
by New Contributor II
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Resolved! API does not return Genie space create and last modified dates

I am using "/api/2.0/genie/spaces" endpoint to retrieve genie spaces, but this does not return "created date" and "last modified dates". Is there a way to retrieve above information?

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Ashwin_DSA
Databricks Employee
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Hi @Beka, Unfortunately, no. Those timestamps aren’t exposed for Genie spaces today. The GenieSpace resource behind both GET /api/2.0/genie/spaces and GET /api/2.0/genie/spaces/{space_id} contains only fields such as space_id, title, description, par...

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vijayakunuri1
by New Contributor III
  • 779 Views
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Resolved! I built a free 11-tab Cost Observability Dashboard as a Databricks App — open source

I built Databricks Cost Observability — a full-stack observability dashboardthat runs natively as a Databricks App and reads directly from system tables.No data leaves your workspace, no external BI tools needed.What it covers across 11 tabs:• Execut...

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vijayakunuri1
New Contributor III
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The main tradeoff: Azure Cost Management API has a 1-2 day lag, so the data is never truly real-time, but that's fine for a cost observability use case. We can have a ingestion notebook would run daily to get those cost ingested. Azure Cost Managemen...

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LokeshChikuru
by Databricks Partner
  • 738 Views
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Databricks integrating with ServiceNow via Lakeflow Connect for data ingestion

Databricks integrating with ServiceNow via Lakeflow Connect for data ingestion and looking for guidance on enforcing integration-user based data access.Observed behaviourU2M OAuth authentication succeeds when ServiceNow access is granted to the works...

  • 738 Views
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Latest Reply
LokeshChikuru
Databricks Partner
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Hi @emma_s I’ve reviewed the setup and wanted to clarify the behavior I’m seeing with the ServiceNow connector and U2M OAuth.The ServiceNow connection was created successfully using a U2M OAuth integration user, and that integration user has admin pe...

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eduardo_guerra
by New Contributor III
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Resolved! Cannot enable GPU for serving endpoint

Good morning, I want to create a serving endpoint with a GPU. However, I get a warning "GPU is not enabled for this workspace". Your AI chatbot is telling me I have to contact someone at Databricks. I tried this form - https://www.databricks.com/comp...

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eduardo_guerra
New Contributor III
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Thank you very much 

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