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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

rhlp
by New Contributor
  • 78 Views
  • 1 replies
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Allow Public Network Access - Disabled, I can still access the workspace from public internet

Hi everyone,We configured Private Link for an existing Azure Databricks workspace (Hybrid workspace):VNet injection and Secure Cluster Connectivity enableddatabricks_ui_api private endpoint createdpublicNetworkAccess = DisabledrequiredNsgRules = NoAz...

  • 78 Views
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Latest Reply
Gokul_Pillai1
Databricks Employee
  • 0 kudos

Hi @rhlp ,This doesnt sound like the expected behaviour if the request is genuinely reaching the workspace API from the public internet.A couple of things I would check first before coming into a conclusion Creating the databricks_ui_api private endp...

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FastFoodBro
by New Contributor
  • 310 Views
  • 10 replies
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Can I run jobs continuously without interruption on a permanent free (Community Edition) account?

Chào mọi người,Tôi hiện đang sử dụng Databricks Community Edition (tài khoản miễn phí) và muốn hỏi về việc chạy các tác vụ theo lịch trình/liên tục trên đó.Cụ thể: 1. Liệu có thể chạy một tác vụ liên tục (ví dụ: tác vụ xử lý dữ liệu trực tuyến hoặc t...

  • 310 Views
  • 10 replies
  • 1 kudos
Latest Reply
balajij8
Esteemed Contributor II
  • 1 kudos

@FastFoodBro You can use Databricks Free account for personal use only (personal use, learning, experimentation - not for production or commercial use). You can upgrade to a paid plan to access full platform features as you will face interruptions in...

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9 More Replies
Darshanrawal971
by New Contributor
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  • 3 replies
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How is Serverless Compute implemented under the hood?

Hi everyone,I've been reading about Serverless Compute and have a question about the underlying architecture.In the classic compute model, clusters are provisioned in the customer's cloud account. With Serverless, Databricks manages the compute, but ...

  • 714 Views
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Latest Reply
Samiko_db
Databricks Employee
  • 0 kudos

@Darshanrawal971 I think both replies have the answered questions, but the TLDR is: our engine manages clusters in warm start which means as soon as a query gets processed, a cluster gets attached to a shared network boundary that cluster would inher...

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taglud_dbw
by New Contributor II
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Databrick Oauth federation

I try to get databrick token from my databricks workspace, I set up properly databricks federation policy, but i still get this error."invalid_client": "user '123456' is not a member of workspace '123456' "i have checked in databricks console workspa...

  • 124 Views
  • 2 replies
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Latest Reply
Ashwin_DSA
Databricks Employee
  • 0 kudos

Hi @taglud_dbw, The "invalid_client": "user '123456' is not a member of workspace '123456' "  error during token federation means that the OAuth token exchange endpoint could not resolve the user as a direct member of the target workspace at the mome...

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mariajsm
by New Contributor
  • 406 Views
  • 1 replies
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Who pays cross-cloud egress for Delta Sharing from GCP to Azure?

Hi DBX community!! Are cross-cloud egress charges for a Databricks-to-Databricks #DeltaShare billed to the provider account, and do they apply when the shared objects are views backed by Cloudflare?I'm setting up a Delta Share using Databricks on GCP...

Administration & Architecture
cloudflare
cross cloud
delta share
egress
open share
  • 406 Views
  • 1 replies
  • 1 kudos
Latest Reply
emma_s
Databricks Employee
  • 1 kudos

Hi,   Interesting topic, I've pulled together some relevant info for you: TLDR If your underlying data is in Cloudflare R2, the cloud-provider egress charge for cross-cloud Delta Sharing is effectively zero because R2 does not charge for egress. Howe...

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AndreiaC
by New Contributor II
  • 203 Views
  • 3 replies
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Private listing of App Asset in Databricks Marketplace by 3rd Party Provider

Hello, Could you help confirm whether a third-party provider is able to publish an App asset type as a private listing within a Private Exchange?If this is supported, is it a self-service capability, or does it need to be enabled per account? And if ...

  • 203 Views
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Latest Reply
balajij8
Esteemed Contributor II
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@AndreiaC Databricks Apps are currently not supported as an asset type in Databricks Marketplace. While Marketplace supports data assets, tables, views, volumes, notebooks, machine learning models and MCP servers (Preview), Apps operate under a diffe...

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nafikazi
by Contributor
  • 753 Views
  • 2 replies
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Resolved! Estimating Databricks Annual Implementation and Licensing Costs in 2026

 Hello everyone,Good evening. I am a data analyst and a Databricks Certified Data Engineer Associate. While I understand the platform from a technical perspective and recognize its value, I am still learning how to estimate the full financial impact ...

  • 753 Views
  • 2 replies
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Latest Reply
balajij8
Esteemed Contributor II
  • 2 kudos

@nafikazi  The framework you mapped out demonstrates a good understanding of how decisions dictate operational spend. Structuring the model around Year 1 implementation versus steady-state run rates, defining capacity tiers by team profile and establ...

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amitsharma1707
by Databricks Partner
  • 493 Views
  • 1 replies
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Resolved! Microsoft Fabric One and Databricks Unity Catalog — Bidirectional Access Without Data Movement

Hi everyone,We're working in a hybrid environment with both Microsoft Fabric and Databricks, and I want to understand the options for virtualizing data between the two platforms without physically moving or duplicating it — similar to how shortcuts w...

  • 493 Views
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Latest Reply
kartikchoudhary
New Contributor III
  • 1 kudos

One thing I'd evaluate before choosing between virtualization and replication is the ownership model.If Fabric and Databricks both need to operate on the same data, I'd look at four areas: authentication, governance/permissions, Delta feature compati...

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vkondepati
by Databricks Partner
  • 749 Views
  • 4 replies
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Resolved! Unity Catalog Metric Views to be accessible to Custom Apps outside of DBX environment

Hello Everyone,We have a requirement to expose Databricks Unity Catalog Metric Views to custom applications running outside the Databricks environment.The application team would like to consume governed KPIs and metrics through APIs such as REST or G...

  • 749 Views
  • 4 replies
  • 1 kudos
Latest Reply
szymon_dybczak
Esteemed Contributor III
  • 1 kudos

Hi @vkondepati ,Hi  ,Hi,1. Out-of-the-box REST/GraphQL for metric views?Databricks does not appear to provide a Metric View-specific REST or GraphQL query API. Metric Views are queried through the Databricks SQL engine using SQL, including the MEASUR...

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LeandroVeiga10
by New Contributor II
  • 1079 Views
  • 2 replies
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Databricks Free Edition – No Workspace Available

Hello Databricks Community,I recently created a Databricks Free Edition account. Although my account is active and I can sign in successfully, no workspace is available. The account console displays the following message: “You are not a member of any...

  • 1079 Views
  • 2 replies
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Latest Reply
balajij8
Esteemed Contributor II
  • 0 kudos

Hi LeandroVeiga10, This issue is affecting the Free Edition in certain areas. Create a new Free Edition account and select the Singapore region instead of the US or your default region during sign-up. You should be able to complete your studies and w...

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yyonm
by New Contributor III
  • 1492 Views
  • 3 replies
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Resolved! Zerobus ingestion fails in Databricks Free Edition using Service Principal OAuth

Hi everyone!.I developed a Python producer that sends asynchronous dummy messages to Zerobus. I tested it in the Databricks workspace I use at work, and everything worked as expected. The messages were successfully ingested, and I was able to verify ...

  • 1492 Views
  • 3 replies
  • 3 kudos
Latest Reply
iyashk-DB
Databricks Employee
  • 3 kudos

Hi, it's worth verifying the exact Unity Catalog permissions before concluding that this is purely an edition limitation. Zerobus specifically requires the following grants: GRANT USE CATALOG ON CATALOG <catalog> TO `<service-principal-id>`; GRANT US...

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pragya17s
by New Contributor II
  • 872 Views
  • 1 replies
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Guidance Needed on Publishing a Databricks App to the Databricks Marketplace

Hi everyone,We are a Databricks Partner now and Salesforce Partner with over 15 years of experience. We have developed a Databricks App using Free Edition and seek for publication of our App on the Databricks Marketplace. We would appreciate guidance...

  • 872 Views
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Latest Reply
Ashwin_DSA
Databricks Employee
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Hi @pragya17s, I have just responded to your other post asking the same question. If you want to publish through Databricks Marketplace, you should plan around a paid Databricks environment rather than Free Edition. The Marketplace provider requireme...

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Swapnil-sriv
by New Contributor
  • 399 Views
  • 1 replies
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Do databricks partners need to pay for databricks account?

Hi guys,Our company is new to databricks and we want to become marketplace provider, so for that we have become databricks partner.and now that we want to develop our app/accelarator that we will put on databricks marketplace, do we need to get a pai...

  • 399 Views
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Latest Reply
Ashwin_DSA
Databricks Employee
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Hi @Swapnil-sriv, Not a stupid question at all... It's a reasonable question when you're new to Databricks Marketplace. If your goal is to become a Databricks Marketplace provider and publish your own app or accelerator, a Free Edition account is gen...

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ss6
by New Contributor II
  • 626 Views
  • 1 replies
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Account does not exists error

I am writing to request assistance with a login issue I am experiencing with Databricks.I am attempting to create a Databricks account on AWS using my email address. Although I already have an active AWS account associated with this email, I am unabl...

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  • 626 Views
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Latest Reply
emma_s
Databricks Employee
  • 0 kudos

Hi, For this kind of issue you should email onboarding-help@databricks.com with your account details and they should be able to help. You should have received an onboarding email, which you would have needed to accept before the workspace setup. If y...

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