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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
  • 3784 Views
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MarcoRezende
by New Contributor III
  • 7721 Views
  • 1 replies
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Billing per user

I need to know how much money each user spend in my workspace, i already have the system billing table, but there is not much information in it. How can i achive that?

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Latest Reply
gchandra
Databricks Employee
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You can tag the cluster and use this dashboard  https://learn.microsoft.com/en-us/azure/databricks/admin/account-settings/usage  

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dataguy555
by New Contributor
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Latest Reply
filipniziol
Esteemed Contributor
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Hi @dataguy555 ,You will still need to have your external table in delta format. JSON or parquet are not supported:What is Delta Sharing? - Azure Databricks | Microsoft Learn 

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MarthinusB
by New Contributor
  • 2353 Views
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Pyspark SQL Write Error: SparkConnectGrpcException (com.microsoft.sqlserver.jdbc.SQLServerException)

When attempting to write a dataframe to SQL Server using the provided "sqlserver" connector or the old "jdbc" one, it seems to be breaking due to old values used to build the dataframe. The code I'm using to write is:```python(    df.write.format("sq...

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Latest Reply
Brahmareddy
Esteemed Contributor
  • 0 kudos

Hi @MarthinusB, How are you doing today?To overcome this, Give a try explicitly defining the schema for your DataFrame to ensure no unwanted metadata is retained. You can also recreate the DataFrame using rdd.toDF() or checkpoint it to drop unnecessa...

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prasadvaze
by Valued Contributor II
  • 2129 Views
  • 1 replies
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Delta sharing not working on tables with row filter or column mask

I have a delta table  with a column mask (azure databricks in eastus2 metastore) and another with no mask. I shared both tables with  westeurope unity catalog metastore  azure region via delta sharing (created share object, added the table as asset, ...

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Latest Reply
daniel_sahal
Databricks MVP
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@prasadvaze That's correct, Delta Sharing does not work with RLS or column mask. It's well described in the documentation: https://docs.databricks.com/en/tables/row-and-column-filters.html#limitations

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sdheepak
by New Contributor II
  • 4115 Views
  • 4 replies
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Roles in Databricks

 Currently, Databricks allows us to grant access to catalogs, schemas, and objects individually, but this process can be repetitive and time-consuming when managing access for multiple applications across different schemas. A feature that enables the...

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Latest Reply
Retired_mod
Esteemed Contributor III
  • 1 kudos

Hi @sdheepak, Thanks for reaching out! Please review the response and let us know which best addresses your question. Your feedback is valuable to us and the community. If the response resolves your issue, kindly mark it as the accepted solution. Thi...

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RicksDB
by Contributor III
  • 5117 Views
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Semantic-link on Databricks

Hello,Is there any plan to support the equivalent of fabric semantic-link on Databricks? Essentially, having the ability to query PowerBi Dataset using SQL on interactive/jobs cluster and SQL warehouse (i.e a Unity Catalog federated source being Powe...

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Latest Reply
Palkers
New Contributor III
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I think partners connect give option to connect BI tools and their sementic models to DBX not DBX to SM,in case you want to use models used for reports for AI/ML processing in dbx, you need to use something like semantic link to get data from SM dire...

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js54123875
by New Contributor III
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Delete and Recreate Metastore in Same Region

We have an existing metastore in a region. We would like to delete it (Create a Unity Catalog metastore - Azure Databricks | Microsoft Learn) and create a new metastore in that same region. Are there any issues that we should be aware of with creatin...

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Latest Reply
BapsDBC
New Contributor III
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I have exactly the same query.But before that, is it at all a good practice to delete the default metastore ? I am asking this because Databricks creates a lot of things on the Azure side like a storage account, access connector, managed identity, li...

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Ajay-Pandey
by Databricks MVP
  • 14506 Views
  • 10 replies
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Resolved! Step by step process to create Unity Catalog in Azure Databricks

Hi all,There is no official doc with a step-by-step process to enable Unity Catalog in azure databricks.If anyone has created doc or has the process, please share it here.Thanks, in advance.

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Latest Reply
juanp9
New Contributor II
  • 4 kudos

Hi everyone!I have an Azure for Students subscription. Since I am unable to be an Azure Active Directory Global Administrator, I tried but it is restricted by the organization to add my user as a Global Administrator, I guess with an Azure for Studen...

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wallfacer
by New Contributor II
  • 10050 Views
  • 1 replies
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Programmatically Update Table / Columns Descriptions in Unity Catalog Without Altering Table

Currently, we must re-run our DLT pipelines anytime we want to add/modify a table or column description to unity catalog.Is this the only way to add/modify unity catalog descriptions?Is there functionality within databricks cli / sdk that we can leve...

Data Governance
Databricks CLI
Databricks SDK
Product Roadmap
  • 10050 Views
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Latest Reply
MichaelP
New Contributor II
  • 0 kudos

Comments for schemas and tables may be updated using SQL DDL statement  COMMENT ON.Comments for columns are updated using: ALTER TABLE <table-name> ALTER COLUMN <column-name> COMMENT '<comment-text>'; The <column-name> for nested STRUCTS follows simp...

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Marra
by New Contributor III
  • 27515 Views
  • 11 replies
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Resolved! Unity Catalog - multiple metastore in same region

Hi!So I've been looking into trying Unity Catalog since it seems to add many great features.But one thing I cant get my head around is the fact that we cant (shouldn't?) use multiple metastores in the same region in UC.Let me explain my usecase:We ha...

  • 27515 Views
  • 11 replies
  • 17 kudos
Latest Reply
AdamMcGuinness
New Contributor III
  • 17 kudos

I think the answer to this issue is have accounts by environment. Would be better if Databricks introduced an Organisations features as per AWS.

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jv_v
by Contributor
  • 5518 Views
  • 4 replies
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ERROR-cannot create Metastore-has reached the limit for Metastores in region-need Assistance

Message: Hi Databricks Community,I encountered an error while attempting to create a Metastore in Databricks. The error message is as follows:Error: cannot create metastore: This account with id ******************** has reached the limit for Metastor...

  • 5518 Views
  • 4 replies
  • 6 kudos
Latest Reply
shibi
New Contributor III
  • 6 kudos

Even i am getting same error when i try to modify metastore with terraform script , i am using below script for same.( I have already the metastore in same region but i am not able to update the setting )resource "databricks_metastore" "example" { pr...

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dbaguy
by New Contributor
  • 1505 Views
  • 0 replies
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RBAC Time Based Grants

1:  Has the RBAC Time based Grants been released?2:  Can you provide an example of how to Setup a Time based Grant?3:  Can Time based Grants be at a Time (HH:MM) and Date Level? 

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cmunteanu
by Contributor
  • 3317 Views
  • 2 replies
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Resolved! Cannot assign permissions to groups in UC enabled workspace

Hello everyone,I have just setup a Workspace and metastore in Azure Databricks, that by default enables Unity Catalog. I have defined several groups of users in our Account but when searching for that groups in the compute permissions dialog (no matt...

cmunteanu_0-1723538129705.png
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  • 2 replies
  • 3 kudos
Latest Reply
cmunteanu
Contributor
  • 3 kudos

Hi, Sorry, I have already found the solution: from Databricks Account -> Workspaces -> open your specific workspace (Manage workspace) than add these already created groups with a role (User or Admin) in Permissions. Next, you'll be able to assign th...

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1 More Replies
Ajay-Pandey
by Databricks MVP
  • 8603 Views
  • 7 replies
  • 9 kudos

Resolved! Delta sharing without unity catalog

Hi all,Is there any way to implement delta sharing in databricks without enabling the unity catalog?

  • 8603 Views
  • 7 replies
  • 9 kudos
Latest Reply
SatabrataMuduli
New Contributor II
  • 9 kudos

Is it possible to receive data in databricks notebook without enabling the unity catalog?

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saiV06
by New Contributor III
  • 5089 Views
  • 2 replies
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Resolved! Erorr connecting to Databricks from ADF Delta Lake - Error message: Client Secret is invalid

Hi,The client secret recently expired and I updated the configuration with the new secret. From then on, I'm not able to access the data from ADF using the delta lake component, and here is the error message I keep getting:HTTP Error 401; url='https:...

Data Governance
ADF
Databricks
  • 5089 Views
  • 2 replies
  • 1 kudos
Latest Reply
Retired_mod
Esteemed Contributor III
  • 1 kudos

Hi @saiV06, To resolve this, ensure you're using the correct client secret value, not the client secret ID. Verify the secret value, especially if it contains special characters, and ensure they are correctly encoded. Update the client secret in all ...

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