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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

Marco37
by Contributor III
  • 3187 Views
  • 3 replies
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Resolved! Writing data from Azure Databrick to Azure SQL Database

Good day,We have a customer who wanted to query an Azure SQL Database from a Databricks notebook. We have configured a connection and a catalog for him and he is able to query the Azure SQL Database. Now he has a new request. He also wants to write d...

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Latest Reply
Coffee77
Honored Contributor III
  • 4 kudos

You can customize the below code, that makes use of Spark SQL Server access connector, as per your needs: def PersistRemoteSQLTableFromDF( df: DataFrame, databaseName: str, tableName: str, mode: str = "overwrite", schemaName: str ...

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JeremySu
by New Contributor III
  • 3532 Views
  • 4 replies
  • 4 kudos

Resolved! A question about Databricks Fine-grained Access Control (FGAC) cost on dedicated compute

Hi All,recently, while testing Fine-grained Access Control (FGAC) on dedicated compute, I came across something that seems a bit unusual, and I’d like to ask if anyone else has seen similar behavior.I created a view with only one record, and had anot...

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JeremySu
New Contributor III
  • 4 kudos

Hi @mark_ott Thank you very much for providing such a detailed and insightful explanation.This clearly resolves our confusion as to why an FGAC query that ran for only a few seconds ultimately incurred the DBU consumption shown on the bill, due to th...

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kfadratek
by New Contributor
  • 1795 Views
  • 1 replies
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Resolved! Issue Using Private CA Certificates for Databricks Serverless Private Git → On-Prem GitLab Connectio

Hi everyone,I’m trying to properly configure Databricks Serverless Private Git to connect to our on-premises GitLab, but I'm running into issues with private CA certificates.Following the latest Databricks recommendations, our connection to GitLab go...

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Latest Reply
Louis_Frolio
Databricks Employee
  • 0 kudos

Hello @kfadratek ,  thanks for the detailed context — Let's take a look at what could be causing the SSL verification to fail with a custome CA in Serverless Private Git and discuss some approaches that might resolve it. What’s likely going wrong   B...

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pablogarcia
by Databricks Partner
  • 510 Views
  • 1 replies
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AiGatewayConfig non backward compatibly issue from 16.3 to 16.4

We're moving form version 16.3 to version 16.4 LTD, and looks like there is a non backward compatibly issue.  This is the import that I have in my codefrom databricks.sdk.service.serving import ( # type: ignore # noqa ServedModelInput, # type:...

  • 510 Views
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Latest Reply
mark_ott
Databricks Employee
  • 0 kudos

The error indicates that AiGatewayConfig cannot be imported from databricks.sdk.service.serving after upgrading from version 16.3 to 16.4 LTD, signaling a breaking change or removal in the SDK. Why This Happens With minor version updates, Databricks ...

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mo_moattar
by New Contributor III
  • 4694 Views
  • 1 replies
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Would it be great if the job workflow supports running docker-based tasks

The current workflow function in Databricks gives a series of options such as DLT, Dbt, python scripts, python files, JAR, etc. It would be good to add a docker file to that and simplify the development process a lot, especially on the unit and integ...

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jack_zaldivar
Databricks Employee
  • 0 kudos

Hi @mo_moattar ! Is this still some functionality you're interested in? If so, can you explain a bit more on the use case you're thinking? I'm happy to add this to our feature requests internally, but I know that the Product team will likely request ...

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clentin
by Contributor
  • 5715 Views
  • 1 replies
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Resolved! Databricks Community - Cannot See Reply To My Posts

Databricks Community - Cannot See Reply To My Posts.Am I the only one facing this issue or others are also facing the same.  

  • 5715 Views
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jack_zaldivar
Databricks Employee
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@clentin , I know this is a response to an older post, but I'm wondering if you ever got this resolved or not? I am able to view the responses to your initial post, so I took the liberty of adding them as screenshots for you. Hope this helps!  

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ma10
by New Contributor
  • 7687 Views
  • 8 replies
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Issue with updating email with SCIM Provisioning

Hi all,For our set-up we have configured SCIM provisioning using Entra ID, group assignment on Azure is dealt with by IdentityIQ Sailpoint, and have enabled SSO for Databricks. It has/is working fine apart from one scenario. The original email assign...

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  • 8 replies
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Latest Reply
nayan_wylde
Esteemed Contributor II
  • 2 kudos

The other option is to raise a ticket with Databricks Accounts team. Our Databricks team worked on the backend and the new email was synced.

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GC_Seattle
by New Contributor II
  • 1188 Views
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Account level Rest API to list workspaces has suddenly stopped working

We use databricks python sdk in one of our Azure databricks workspace to list all the workspaces present in our tenant. The code was working fine since 6-8 months till yesterday and it has started failing suddenly with error :Endpoint not found for /...

Administration & Architecture
Azure Databricks Rest API
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  • 3 replies
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Latest Reply
GC_Seattle
New Contributor II
  • 0 kudos

My bad, there was an issue with how the accountClient was created. I was able to resolve this. This is still an issue : I also noticed that databricks rest api documentation no longer shows list workspaces as an available API for Azurewhereas it show...

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tom_1
by New Contributor III
  • 4907 Views
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Customer Managed VPC: Databricks IP Address Ranges

Hello,how often does Databricks change its public ip addresses (the ones that must be whitelisted in a customer managed vpc) and where can I find them?I found this list, but it seems to be incomplete.We moved from a managed vpc to a customer-managed ...

  • 4907 Views
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Latest Reply
Louis_Frolio
Databricks Employee
  • 0 kudos

Greetings @tom_1 ,  you’re right to cross-check the published list—here’s how the IPs and ports fit together and where to get the authoritative values. Where to find the current Databricks IPs The official source is the Databricks “IP addresses and d...

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EdsonDEV
by New Contributor
  • 4755 Views
  • 1 replies
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Error on github association

Hello,I'm having an error when trying to link a GitHub account to store some scripts. Looks like my profile keeps on eternal loading too. Does anyone know how I can fix that?

  • 4755 Views
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Louis_Frolio
Databricks Employee
  • 0 kudos

Hello @EdsonDEV ,  Thanks for the screenshot—your Linked accounts page is showing “Error fetching credentials,” which blocks linking GitHub and can make the settings view spin indefinitely.   What typically causes this A broken or stale linked Git cr...

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trailblazer
by New Contributor III
  • 4639 Views
  • 2 replies
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Resolved! Azure Databricks Cluster Pricing

Hi, I am trying to workout a rough total pricing of Azure Databricks Cluster using the following assumption. I want to spin a cluster on D13 v2 vms with 9 executors, so in total 1+9 = 10 nodes. I want to use the cluster for 10 hours a day, 30 hours a...

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nayan_wylde
Esteemed Contributor II
  • 3 kudos

Here is the simple calculation I use based on dollars and assuming the infra is in EUS.Cost ComponentsAzure VM Cost (D13 v2)On-demand price: $0.741/hour per VMMonthly VM cost:10 VMs×300 hours×$0.741=$2,223Yearly VM cost:10×3600×$0.741=$26,6762 2. Dat...

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Carson
by New Contributor II
  • 6842 Views
  • 1 replies
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How to monitor serverless compute usage in real time

Hello, I'm using Databricks Connect to connect a dash app to my Databricks account. My use case is similar to this example: https://github.com/databricks-demos/dbconnect-examples/tree/main/python/PlotlyI've been able to get everything configured and ...

  • 6842 Views
  • 1 replies
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mark_ott
Databricks Employee
  • 1 kudos

There is currently no direct, real-time equivalent in the Databricks UI’s “Compute” tab for monitoring serverless (SQL serverless or Data Engineering serverless) compute usage in the same way as classic clusters, where you see live memory, DBU/hr, an...

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JanJaros
by New Contributor
  • 1979 Views
  • 1 replies
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Databricks OAUTH(OIDC) with ORY Network

Hi,we are trying to setup OIDC AUTH for Databricks with our Ory Network account. So far we have been using it without any issues with all of our apps and now we wanted to set it up also for Databricks. Unfortunately after many attempts with different...

  • 1979 Views
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Latest Reply
mark_ott
Databricks Employee
  • 1 kudos

To debug OIDC authentication issues (“oidc_generic_token_failure”) with Databricks using Ory Network as your identity provider, there are several steps and data sources you can leverage for deeper insights. Where to Find Detailed Error Information Da...

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funsjanssen
by New Contributor III
  • 8542 Views
  • 2 replies
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Azure Databricks Multi Tenant Solution

Hello Everyone,For the past few months, we’ve been extensively exploring the use of Databricks as the core of our data warehousing product. We provide analytics dashboards to other organizations and are particularly interested in the Column-Level Sec...

  • 8542 Views
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Latest Reply
mark_ott
Databricks Employee
  • 8 kudos

Implementing robust Row-Level Security (RLS) and Column-Level Security (CLS) in Azure Databricks for multi-tenant analytics—especially with seamless SSO from Power BI and custom apps—is a common concern for B2B SaaS providers scaling to large user ba...

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TSK
by New Contributor
  • 4975 Views
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GitLab on DCS, Datarbricks Container Services

I would like to set up GitLab and Grafana servers using Databricks Container Services (DCS). The reason is that our development team is small, and the management costs of using EKS are not justifiable. We want to make GitLab and Grafana accessible in...

Administration & Architecture
AWS
Container
DevOps
EKS
Kubernetes
  • 4975 Views
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Latest Reply
mark_ott
Databricks Employee
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Yes, it is possible to set up GitLab and Grafana servers using Databricks Container Services (DCS) for internal accessibility. DCS supports custom Docker containers and allows you to deploy server applications such as GitLab and Grafana, making it a ...

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