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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
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[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
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AntonioR
by New Contributor II
  • 2617 Views
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Initializing Session Variables for use in row filtering/column masking in Every Session

I just got through reading the great technical blog post from @SergeRielau  about session variableshttps://community.databricks.com/t5/technical-blog/sql-session-variables-stash-your-state-and-use-it-too/bc-p/72453#M193Super useful facility and well ...

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eduardo_marin_n
by New Contributor
  • 2029 Views
  • 1 replies
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Cannot find SOC compliance report

Hi,I am trying to obtain SOC compliance documents for my company. Despite following the instructions of the AI assistant, I can't find anywhere to submit a support ticket to get these documents. Has anyone had experience with this issue in the past w...

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Latest Reply
JianWu
Databricks Employee
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You can contact your Databricks account executive (sales representative), they should be able to get you the copy of SOC compliance reports. 

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Mamzy10
by New Contributor II
  • 3069 Views
  • 1 replies
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Unity catalog tagging through Code

Hi I was wondering how you would apply tags to tables, columns etc in unity catalog through code?One use case i want to have a look at is by automatically applying PI classification against certain tables and columns that contain certain words.Is thi...

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-werners-
Esteemed Contributor III
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Using sql:https://docs.databricks.com/en/data-governance/unity-catalog/tags.html#manage-tags-using-sql-commandsI am not aware of a python/scala counterpart (but using spark.sql() that is no issue).

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Carol2
by New Contributor II
  • 10269 Views
  • 2 replies
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unity catalog vs purview

What is the vision of uc and purview , on government 

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Idera
New Contributor II
  • 2 kudos

There's some changes to Purview coming out that enable users to create Data Products in Purview as the start of a Data Fabric which is realized in Databricks. ER/Studio allows you to design structures with well-formed data models of your Databricks L...

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vishal-kilaskar
by Databricks Partner
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Column Data type miss-match while databricks catalog federation

We are facing an issue related to the Data type mismatch when performing the federation queries (link).Basic need is to perform union on these both tables from federated(system tables) and system tables (target/current workspace).Problem:  Struct and...

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Data Governance
Data Governance
Foreign Catalog
Lakehouse Federation
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dkushari
Databricks Employee
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System table data is available at the account level. If you are trying LH Federation for querying system tables isn't that already available in the source workspace?  https://docs.databricks.com/en/admin/system-tables/index.html#what-are-system-table...

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JonLaRose
by New Contributor III
  • 3227 Views
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Catalog created using a service principal isn't visible

When creating a Unity catalog using a service principal token, the created catalog isn't visible or accessible to other users (even admins) via GUI nor CLI.It seems that only when I change the catalog's ownership to some other user it is visible.Why ...

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dkushari
Databricks Employee
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Right after the creation of the catalog, add a new grant statement. Check here please.

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manjeettanwar10
by New Contributor II
  • 3722 Views
  • 1 replies
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Can we get the snapshot of the change data feed tables at a given time?

We are trying to build the history snapshot for data that we are ingested in the delta tables. We are exploring different option like delta history, change data feed and dbt snapshot.This Question is particularly about the change data feed. So I want...

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raphaelblg
Databricks Employee
  • 1 kudos

Hello @manjeettanwar10 , The Delta History API allows you to view the logs of all SQL statements executed on your table, including UPDATE, DELETE, and INSERT commands. When used in conjunction with Delta's Time Travel features, it's possible to retri...

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ChechuIGZ
by New Contributor II
  • 3674 Views
  • 2 replies
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Total isolation of credentials

Hi!Recently we encountered a problem with how Databricks handles secrets that does not meet our compliance.We need total isolation of users credentials but seems like the admin role in databricks totally breaks that since a person with that role can ...

  • 3674 Views
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Latest Reply
dkushari
Databricks Employee
  • 2 kudos

Hi @ChechuIGZ - The value of the secret is redacted. https://docs.databricks.com/en/security/secrets/redaction.html#secret-redaction.  Also remember the following -  

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Snoonan
by Contributor
  • 17520 Views
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Masking data

Hi all,I need to mask columns in a table for certain users.What is the best way to go about this in Databricks? My workspace is unity catalog enabled.Thanks,Sean

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Latest Reply
dkushari
Databricks Employee
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In UC you can use column masking. See here - https://docs.databricks.com/en/data-governance/unity-catalog/row-and-column-filters.html#what-are-column-masks

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marvin1
by New Contributor III
  • 4930 Views
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Hostname redaction in delta table

I am ingesting job-cluster failure notifications that we send to OpsGenie into a delta table to automate the creation and tracking of Jira tickets.  The alert notification includes the job run url, which we use to quickly respond to job failures.  Ho...

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marvin1
New Contributor III
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I tracked this issue down to running the notebook on a shared Unity-enabled cluster.  When scheduling the notebook to run on a job cluster with single user mode, this issue does not occur.

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jv_v
by Databricks Partner
  • 2530 Views
  • 1 replies
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Issue with "databricks metastores list" Command - Only One Metastore Listed

I have encountered with the Databricks CLI command databricks metastores list. As per our account setup, we have three metastores configured. However, when I run the command, it only returns information for one metastore instead of listing all three....

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Latest Reply
Ayushi_Suthar
Databricks Employee
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Hi @jv_v , Good Day!  The command you are running gives you Metastore details attached to your workspace. If you are looking to list out all the metastore present at the Account console, you can try running this below CLI command:  ------------------...

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Nivethan
by New Contributor III
  • 4325 Views
  • 2 replies
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Resolved! UC Enablement in Databricks workspace for metastores in different region - Azure Cloud

SpoilerWe have a UC enabled on Databricks where we have two Metastores,Metastore in West Europe regionMetastore in North America regionAnd Databricks workspace.Workspace in West Europe regionAnd we want to have a single Databricks workspace for both ...

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Latest Reply
dkushari
Databricks Employee
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Hi, Cross region metastore and workspace (WS) is not possible. It is important to understand the use case and why you have certain data in a region where you do not have a compute (WS) or do not need a compute. Ideally have each region has their own ...

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erigaud
by Honored Contributor
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  • 3 replies
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Create a catalog with external location from different Metastore

Hello community !Here's my problem : I had a workspace with Unity Catalog enabled, and a catalog stored on an external location (Azure storage account). All my schemas and tables were storage on this storage. However we recently deleted the metastore...

erigaud_0-1713797409085.png
  • 6064 Views
  • 3 replies
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Latest Reply
dkushari
Databricks Employee
  • 1 kudos

Hi, Looks like you are creating the catalog at the container level. Are there any other UC objects created pointing to that? Is the external location created at the container level? Can you please have a look at this and see if there is overlapping? ...

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deba_nayak
by Databricks Partner
  • 8717 Views
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How to manage account groups

Hi All,My client has a table with user names and the authorized territory name the user has access to e.g EMEA, APAC etc. The users can also move to a different territory over time and the same will be updated in the user table table. I have multiple...

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Latest Reply
dkushari
Databricks Employee
  • 0 kudos

Hi, Can you please have a look at this example please? https://docs.databricks.com/en/data-governance/unity-catalog/row-and-column-filters.html#mapping-table-examples If you create account groups for each region and then use IS_ACCOUNT_GROUP_MEMBER t...

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