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Data Governance
Join discussions on data governance practices, compliance, and security within the Databricks Community. Exchange strategies and insights to ensure data integrity and regulatory compliance.
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Forum Posts

Tushar_Parekar
by Databricks Employee
  • 1078 Views
  • 0 replies
  • 1 kudos

[Recap] Data + AI Summit 2026 - Data Governance | Simplify governance across AI, data, and tools

If you're catching up on Data + AI Summit 2026, here’s a simple Unity Catalog recap for data governance. Three themes stand out: Control, Context, and Choice. Control: Keep governance consistent as AI moves from access to action. AI governance at Dat...

Unity Catalog Recap.png
  • 1078 Views
  • 0 replies
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jackgurae
by New Contributor II
  • 2191 Views
  • 1 replies
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Evaluating View-Based Access Control vs. Native Databricks Security Features

Hello Databricks Community,I'm seeking advice and insights on best practices for managing data access and permissions in Databricks. Our company currently uses a view-based approach for access control, but I'm wondering if we should transition to Dat...

  • 2191 Views
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akshatha11499
by New Contributor II
  • 1730 Views
  • 1 replies
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Issue Exporting 'hive_metastore' Catalog Between Databricks Workspaces Using REST API and Python

Hello Databricks Community,I am currently facing an issue while trying to export and import all catalogs from an old workspace to a newly created workspace using Databricks' REST API and Python. Here's a summary of my situation:Objective: I am attemp...

  • 1730 Views
  • 1 replies
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Latest Reply
akshatha11499
New Contributor II
  • 0 kudos

Hi everyone,I wanted to follow up on my previous question about exporting hive_merastore catalog from existing workspace and import it to a new workspace along with all its dependencies using rest api ,if not other alternative solution how to import ...

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Techelligence
by New Contributor II
  • 14993 Views
  • 6 replies
  • 3 kudos

Unity Catalog

Hello friends! Do we have any certifications for Unity Catalog in Databricks? 

  • 14993 Views
  • 6 replies
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Latest Reply
PSR100
Databricks Partner
  • 3 kudos

@Techelligence You can find the Platform Administrator path from here: https://customer-academy.databricks.com//lms/index.php?r=coursepath/deeplink&id_path=207&hash=1003b93351e6a5abe05aa342f12b1458f6ac2799&generated_by=714319There are many other cert...

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JustLeo
by Databricks Partner
  • 10795 Views
  • 1 replies
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Resolved! unity catalog databricks_metastore terraform - cannot configure default credentials

I'm creating a unity catalog using terraform on Azure. The first couple of apply worked just fine, no error at all, but suddenly today when i wanted to incorporate another change to the code which was not related to databicks, terraform started givin...

  • 10795 Views
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Latest Reply
szymon_dybczak
Esteemed Contributor III
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    Hi @JustLeo , You haven't provided how you defined resource, but maybe you're missing depends on clause?According to terraform documentation:In Terraform 0.13 and later, data resources have the same dependency resolution behavior as defined for m...

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MadelynM
by Databricks Employee
  • 4626 Views
  • 0 replies
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[Recap] Data + AI Summit 2024 - Data Governance | Navigate the explosion of AI, data and tools

Here's your Data + AI Summit 2024 - Data Governance recap as you navigate the explosion of AI, data and tools in efforts to build a flexible and scalable governance framework that spans your entire data and AI estate. Keynote: Evolving Data Governan...

Screenshot 2024-07-03 at 9.27.29 AM.png
  • 4626 Views
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rjsilva1987
by New Contributor
  • 1726 Views
  • 0 replies
  • 0 kudos

Lineage on-premise DB2/LUW or Z/os

We've an on-premises DB2/LUW and Z/Os database and we need to show a lineage of them. Can Unity Catalog or Purview do this? If we've the best, what would it be? Or would working with both be a better option?

  • 1726 Views
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jv_v
by Databricks Partner
  • 5308 Views
  • 3 replies
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Issue with Creating External Location Using Service Principal in Terraform

I'm facing an issue while trying to create an external location in Databricks using Terraform and a service principal. The specific error message I'm encountering is:Error:Here's some context:Using Azure CLI (Az login): The creation of the external l...

jv_v_0-1719497498809.png
  • 5308 Views
  • 3 replies
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Latest Reply
jacovangelder
Databricks MVP
  • 0 kudos

After creating the databricks_metastore resource, can you run databricks_grants? like this  resource "databricks_grants" "foo" { depends_on = databricks_metastore.foo metastore = databricks_metastore.foo.id grant { principal = <your service ...

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jv_v
by Databricks Partner
  • 3996 Views
  • 1 replies
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Failing Cluster Creation

I'm encountering an issue with my Terraform code for creating a cluster. The terraform plan command runs successfully and shows the correct changes, but the after that fails with errors. Here are the details: Terraform Code:terraform {required_provid...

jv_v_0-1719500677324.png jv_v_1-1719500696573.png
  • 3996 Views
  • 1 replies
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Latest Reply
jacovangelder
Databricks MVP
  • 0 kudos

Are you getting two different errors?default auth error usually means you you need to explicitly set the providers in either the data or resource objects as well, or you're missing a depends_on attribute. I think for both cases it is the latter. i.e....

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jv_v
by Databricks Partner
  • 5435 Views
  • 2 replies
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Resolved! Understanding the Use of a Specific Terraform Block in Unity Catalog Automation

I am currently working on automating Unity Catalog (UC) using Terraform, and I came across the following Terraform block:  resource "databricks_metastore_data_access" "first" {  provider = databricks.Workspace  metastore_id = databricks_metastore.thi...

  • 5435 Views
  • 2 replies
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Latest Reply
jv_v
Databricks Partner
  • 0 kudos

I implemented the following Terraform code for configuring a Databricks metastore data access:terraform {required_providers {azurerm = {source = "hashicorp/azurerm"}databricks = {source = "databricks/databricks"}}}provider "azurerm"{alias = "azure"sk...

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ArjunGopinath96
by New Contributor
  • 7651 Views
  • 1 replies
  • 1 kudos

Change Data Feed Cost

Greetings,I want to understand the efficiency of using Change Data Feed in tracking the changes of a table that has around 1 million rows. There will be around 20K appends in a week.  I read that to track appends CDF is not the right way-if thats tru...

  • 7651 Views
  • 1 replies
  • 1 kudos
Latest Reply
Ravivarma
Databricks Employee
  • 1 kudos

Hello @ArjunGopinath96 , Greetings! Change Data Feed (CDF) in Delta Lake provides an efficient way to track changes in a table, including appends. It works by recording row-level changes between versions of a Delta table, capturing both the row data ...

  • 1 kudos
jv_v
by Databricks Partner
  • 5459 Views
  • 2 replies
  • 1 kudos

Resolved! Issue Creating Metastore Using Terraform with Service Principal Authentication

I'm encountering an issue when attempting to create a metastore using Terraform with service principal authentication. Below is the error message I receive:Error:"module.metastore_and_users.databricks_metastore.this: error: cannot create metastore: d...

  • 5459 Views
  • 2 replies
  • 1 kudos
Latest Reply
jacovangelder
Databricks MVP
  • 1 kudos

You need to add the provider alias to the databricks_metastore resource, i.e.: resource "databricks_metastore" "this" { provider = databricks.azure_account name = var.metastore_name storage_root = format("abfss://%s@%s.dfs.core.windows.net/", azurerm...

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jv_v
by Databricks Partner
  • 9948 Views
  • 3 replies
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Authenticating to Accounts Console Using Client ID and Secret via Terraform and Databricks CLI

I am currently working on a project where I need to authenticate to the Databricks accounts console from Terraform using a client ID and client secret. Here is the relevant portion of my Terraform configuration:// Provider for Databricks accountprovi...

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  • 9948 Views
  • 3 replies
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Latest Reply
JianWu
Databricks Employee
  • 0 kudos

First, run following commands in shell, please replace placeholder according to your environment: export CLIENT_ID=<client id> export CLIENT_SECRET=<client secret> export TOKEN_EP=https://accounts.cloud.databricks.com/oidc/accounts/<databricks accoun...

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shahname
by New Contributor II
  • 3233 Views
  • 1 replies
  • 1 kudos

Resolved! region specific issue in Unity catalog

Hello,I am using Unity catalog on my databricks and all of my data resides in data lake which is located in west europe.I have to onboard the Korea data to UC which is present on data lake pointing to south korea regionMy question is do I need to set...

  • 3233 Views
  • 1 replies
  • 1 kudos
Latest Reply
jacovangelder
Databricks MVP
  • 1 kudos

I think what you're asking is if you need a new metastore for your Korea data. The technical answer is no. You can just onboard the Korean storage account as an external location in your west europe based Metastore. However you can't onboard Databric...

  • 1 kudos
kaizad
by New Contributor
  • 1134 Views
  • 0 replies
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Owner can't sign into account after enabling SSO

Hi all, I recently enabled SSO on my Databricks account. Now, when a user signs in they see "No workspaces have been enabled for your account", which is the expected behavior as I haven't created any workspaces yet. However, when I try to sign in wit...

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  • 1134 Views
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