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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

MadelynM
by Databricks Employee
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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
  • 3572 Views
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ECCBV
by New Contributor
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Resolved! Get members of groups through the SCIM API

For some reason the SCIM API endpoint to get all the groups doesn't return any members information.According to the docs it should contain all members that are part of a group.Anyone know how to fix this?

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szymon_dybczak
Esteemed Contributor III
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Hi @ECCBV ,Which endpoint do you use? The following one will list for you all groups:List groups /api/2.1/accounts/{account_id}/scim/v2/Groups Now, if you want to list a members of the group you need to use following endpoint and provide group_id par...

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VRaj
by New Contributor II
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Metastore Location

Does removing the ADLS path metastore location affect the data or cause any critical issues? the ADLS path tied to a project and if people from other projects wanted to use the metastore for catalog creation. We do not want to incur any payments for ...

  • 265 Views
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Thompson2345
New Contributor III
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Hi @VRaj, removing the ADLS path from a metastore won’t delete existing data, but any references to that path for catalog creation will fail. To prevent cross-project storage charges, you could create separate metastores per project or use access con...

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ismaelhenzel
by Contributor II
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Databricks Apps - Automating Unity Catalog Privileges for Databricks Apps Service Principals

I am using Databricks Apps, and I want to grant privileges to the auto-generated service principal from the app to read specific Unity Catalog schemas. I can't find a way to do this automatically using Asset Bundles.I prefer to query using a service ...

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Coffee77
Contributor III
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Why not to run a databricks cli script for first assign proper permissions (https://docs.databricks.com/aws/en/dev-tools/cli/reference/account-commands) and then run DAB? This was my approach to deploy some components not already available in previou...

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saravjeet
by New Contributor III
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Resolved! Mouse movement is not available on Databricks Dashboards in case of many pages

Hello Team, We are building different KPIs on the Databricks Dashboard, the issue is: We have many pages which are part of the Dashboard, they are working but the issue is we are not able to navigate the pages with mouse if they are moving out of the...

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Advika
Databricks Employee
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Hello @saravjeet! You can check out this similar post: Databricks Dashboard Issue: No Mouse-Based Navigation When Dashboard Tabs Exceed the Top Ribbon If you’re using a mouse, you can navigate horizontally by: Holding Shift and scrolling with the mou...

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NadithK
by Contributor
  • 5319 Views
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Removing ADLS Gen 2 path (metastore root) in Unity Catalog Metastore

In my organization, we are using Databricks unity catalog and we have a metastore created for our region which holds all of our workspaces. When we created the metastore last year, we set a metastore root location for it (If I remember correctly, met...

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CharlotteMarti2
New Contributor III
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Currently, Databricks Unity Catalog does not allow removing the metastore root once it’s set. The main options are:Create a new metastore without a root path and migrate catalogs, external locations, and workspaces into it. This approach works but re...

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Charuvil
by New Contributor III
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Data Profile on a table is not securable object

Data Profile on a table is not a securable object in Unity Catalog or at Workspace level. This make the management of Data Profiles difficult for workspace admins.Why isn’t “profile” a securable object in Databricks? It makes sense to require “Manage...

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stbjelcevic
Databricks Employee
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Data profiling is a configuration you attach to a table. The output metric tables are Unity Catalog objects that you choose the schema for and can govern with UC privileges like any other table. The profile’s configuration and refresh history are wor...

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anton-genesis
by New Contributor II
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Accessing permanent file system from Databricks App

I have a Python-based FastAPI application with a React frontend, which I would like to deploy to Databricks apps. I'm able to do it, but having trouble with file system access. In addition to database access, my application relies on some file operat...

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anton-genesis
New Contributor II
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Related thread, but would like to confirm:https://community.databricks.com/t5/administration-architecture/how-to-access-unitycatalog-s-volume-inside-databricks-app/td-p/121716

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APJESK
by New Contributor III
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Resolved! Can anyone share Databricks security model documentation or best practice references

Can anyone share Databricks security model documentation or best-practice references

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Raman_Unifeye
Contributor III
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Very broad Qs and you have already received reply for the various reference materials. Please share the specific scenario if you are looking for a pointed guideance from the community 

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satriobagusp96
by New Contributor
  • 169 Views
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Unity Catalog Model Artifacts in Delta Sharing

Hello, I want to ask if there's a way to hide the Artifacts inside the Artifacts tab/prevent access to the Artifacts tab of a Model in a Delta Sharing catalog? So the case is that the receiving Delta Sharing workspace is only used for Model Serving (...

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bianca_unifeye
New Contributor III
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Hi,Removing EXECUTE does not hide artifacts.Model artifacts in Delta Sharing are accessible by design in the current implementation.When you share a UC model via Delta Sharing, the full model package is delivered:model weightsMLflow artifactscode / n...

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nccodemonkey
by New Contributor III
  • 63259 Views
  • 20 replies
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Unity Catalog Shared Access Mode - dbutils.notebook.entry_point...getContext() not whitelisted

we are switching over to Unity Catalog and attempting to confirm the ability to run our existing notebooks. I have created a new Shared Unity Catalog Cluster and ran the notebook using the new cluster. Ran into an error attempting to execute a prin...

  • 63259 Views
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Latest Reply
DouglasMoore
Databricks Employee
  • 11 kudos

To replace dbutils.notebook.entry_point.getDbutils().notebook().getContext().toJson() and related APIs try:from dbruntime.databricks_repl_context import get_context token = get_context().apiToken host = get_context().browserHostName get_context().__d...

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Dulce42
by New Contributor II
  • 231 Views
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Resolved! Unity Catalog functions

Hi community, Recent days I created a SQL function into my unity catalog for my trusted assets in my genie space, I gave permission to my users accounts for they saw these function, however yesterday I modified my functions using the command "CREATE ...

  • 231 Views
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Louis_Frolio
Databricks Employee
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Greetings @Dulce42 ,  this is a known gotcha with Unity Catalog functions: updating a function with CREATE OR REPLACE FUNCTION currently replaces the object and drops its grants, so downstream users lose EXECUTE permission and need to be re-granted. ...

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AdamMcGuinness
by New Contributor III
  • 41136 Views
  • 8 replies
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Metastore - One per Account/Region Limitation

Looking at Databricks’ suggested use of catalogs. My instincts are now leading me to the conclusion having separate metastore for each SDLC environment (dev, test, prod) is preferable. I think if this pattern were followed, this means due to current ...

  • 41136 Views
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Latest Reply
Andrius
New Contributor II
  • 2 kudos

Glad to see its not just me thinking about multiple metastores. Separate metastores by environment makes total sense. This would have complete isolation between environments, also in your dev, stg, prod you can reuse catalog names without having to u...

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FanMichelleTW
by New Contributor III
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Resolved! Use Delta Sharing with Databricks Free version , but it show need to have "Use Recipient" permission

try build Delta sharing for PowerBI and OCI Automouns Database. connection it work but when pull data show error. So doesn't know if i use free version. go to Databricks delta sharing setting , add recipient show i need permission 

  • 401 Views
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Latest Reply
Isi
Honored Contributor III
  • 2 kudos

Hello @FanMichelleTW ,Yes, this is most likely a limitation of the Databricks Free Edition. According to the documentation, this edition is intended for non-commercial use and includes several feature restrictions.In Delta Sharing, a recipient is an ...

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old_school
by New Contributor II
  • 190 Views
  • 1 replies
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Data Governance Unity Catalog: SELECT privilege

Hey Databricks Community,I have applied USE CATALOG, USE SCHEMA and SELECT privilege to a table in the unity catalog. The grants shows only SELECT but I am able to do INSERT as well. Is this the expected behaviour ? or am missing something ?DELETE an...

  • 190 Views
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Latest Reply
Khaja_Zaffer
Contributor III
  • 1 kudos

Hello @old_school Good day!I dont think its expected behaviour. Table Privileges SummaryPrivilegeAllowsPrerequisites SELECTRead data (SELECT * FROM table)USE CATALOG + USE SCHEMAMODIFYWrite data: INSERT, UPDATE, DELETE, MERGESELECT + USE CATALOG + US...

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mtaraviya-QA
by New Contributor II
  • 356 Views
  • 2 replies
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How do I configure my interactive compute in databricks to access files from an EFS filesystem?

I have an S3 account in which I have full administrator privileges. In that account I have a databricks workspace and an EFS filesystem setup.  I created an interactive compute inside databricks workspace with the default config. How do I configure m...

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Latest Reply
Louis_Frolio
Databricks Employee
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Greetings @mtaraviya-QA ,  Here’s how to configure your interactive Databricks compute to access files in AWS EFS. Prerequisites on AWS networking Ensure the Databricks cluster VPC/subnets can reach EFS mount targets. Place EFS mount targets in subne...

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