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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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Tushar_Parekar
by Databricks Employee
  • 996 Views
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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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lizou
by Contributor III
  • 19376 Views
  • 9 replies
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no information on character_maximum_length and is_identity in unity catalog table system.information_schema.columns

no information on character_maximum_length and is_identity in unity catalog table system.information_schema.columnstable definition exampleCREATE TABLE tyable_name ( UniqueID bigint not null GENERATED ALWAYS AS IDENTITY ,  ID varchar(256))looks like ...

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Subiksha
New Contributor II
  • 6 kudos

if you look at the official document here: https://docs.databricks.com/gcp/en/sql/language-manual/information-schema/columnsmany of them are "Always NULL, reserved for future use."so I think the feature simply isn't available to use yet. It's seems i...

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FanMichelleTW
by Databricks Partner
  • 5320 Views
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Resolved! on Databricks how to set RLS(role level security)

i try to find out SQL for RLS , the databricks geni give this feedback "In Databricks SQL, the CREATE ROW ACCESS POLICY statement is not supported" . it means we can set RLS (role level security) for managed table or external table ?

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BS_THE_ANALYST
Databricks Partner
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@FanMichelleTW any further forward with this?All the best,BS

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karunakaran_r
by New Contributor III
  • 1522 Views
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Resolved! RLS Impact on Lake house monitoring quality metrics

We have RLS applied on a table and we would like to enable lake house monitoring for a quality profile metrics ,My Questions:Which identity is used by Lakehouse Monitoring and how can I find it, so that I can exclude it for unrestricted access to tab...

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lingareddy_Alva
Esteemed Contributor
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Hi @karunakaran_r In Databricks Lakehouse Monitoring, the profiling and drift metric collection runs as a service principal that’s tied to the Databricks system itself, not as your own user account.That means when the monitor queries your table, it w...

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Charansai
by New Contributor III
  • 3471 Views
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tagging for serverless compute

Hi,I am working with Databricks Serverless Compute and All-Purpose Compute and have several questions regarding tagging, system tables, and budget policies. Specifically, I need clarification on how these work together in Databricks, and how I can ma...

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Charansai
New Contributor III
  • 2 kudos

I am now more inclined towards the serverless and tagging, would be more helpful if you could take a real time use case and elaborate on it. Ty

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Hubert-Dudek
by Databricks MVP
  • 17626 Views
  • 5 replies
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Unity Catalog: create the first metastore The great benefit of the Unity catalog is that data is ours and stored in an open format on cloud storage in...

Unity Catalog: create the first metastoreThe great benefit of the Unity catalog is that data is ours and stored in an open format on cloud storage in our container. To install the unity catalog, we need to create storage and give databricks access to...

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  • 17626 Views
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salavatov
New Contributor II
  • 21 kudos

container < > account  

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karunakaran_r
by New Contributor III
  • 2252 Views
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Structured Streaming using an ADF (Azure Data Factory) pipeline issue on RLS enabled table

We are in the process of implementing Row-Level Security (RLS) on a table in Databricks. As per our architecture, data ingestion is handled via Structured Streaming using an ADF (Azure Data Factory) pipeline.However, we are encountering the following...

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mani_22
Databricks Employee
  • 0 kudos

@karunakaran_r Are you trying to read or write to a table with RLS/CM enabled using a file path directly instead of specifying the table name? You cannot specify the table path for reading and writing tables with RLS/CM enabled. You would have to rea...

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prakash_raj
by New Contributor II
  • 8132 Views
  • 4 replies
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Resolved! How to Create Cluster that should have access to AWS Glue Catalog in different account

How to Create Cluster that should have access to AWS Glue Catalog in different account

  • 8132 Views
  • 4 replies
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Shriram_w
New Contributor II
  • 3 kudos

I mean to say I need to allow the role  which I am using in my databricks cluster in my account where I want access the glue catalog 

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FanMichelleTW
by Databricks Partner
  • 1801 Views
  • 1 replies
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Resolved! If use databricks free version not free trail can use external location ?

I wonder if i use databricks free version not free trail , can connect external location.follow set up the test only self assume role fail  

FanMichelleTW_0-1754380013503.png
  • 1801 Views
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Latest Reply
Advika
Community Manager
  • 1 kudos

Hello @FanMichelleTW! Databricks Free Edition does support external locations via Unity Catalog.Regarding Self assume role, check this out: https://community.databricks.com/t5/product-platform-updates/update-your-uc-aws-iam-roles-to-include-self-assu...

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lio-illumex
by New Contributor
  • 2373 Views
  • 5 replies
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Service Principal Can’t Access Full Query History via queryHistory/list API

I have a weird issue with Databricks.I'm using the query history API:https://docs.databricks.com/api/workspace/queryhistory/listWhen I'm using the API with Personal Access Token, it works great.When i'm using the API with Service Principal, i'm getti...

  • 2373 Views
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shkolar
New Contributor II
  • 1 kudos

@SP_6721 I don't filter by user ids in both scenarios, it shouldn't matter@nayan_wylde I also tried with the SDK but it's the same API call behind the scenes. I made sure it's not a pagination issue.@jhonm_839 This is so weird. PAT and SP have the sa...

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TienDat
by New Contributor III
  • 12277 Views
  • 6 replies
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Filter sensitive data on nested column

Dear all,We are working on the column masking topic recently, using the column filter feature of Unity Catalog.We recently face the problem of masking a nested column (a sub-column within a STRUCT type column).We just wonder if this is even possible ...

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yit
Databricks Partner
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@TienDat Did you find solution on this?

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Charansai
by New Contributor III
  • 1402 Views
  • 1 replies
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Recommendations for Designing Cluster Policies Across Dev/QA/Prod Environments for DE and DA teams

Hi Community,We are working on implementing Databricks cluster policies across our organization and are seeking advice on best practices to enforce governance, security, and cost control across different environments.We have two main teams using Data...

  • 1402 Views
  • 1 replies
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Vidhi_Khaitan
Databricks Employee
  • 1 kudos

Hi Team,I believe these are a few suggestions that can help!Start with environment-based policies: dev, qa, prodThese policies define the broadest guardrails (security, cost control, stability)Add team-specific variants only if requiredFor example: p...

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Col1ns
by New Contributor
  • 3080 Views
  • 2 replies
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Filtering Partitioned Data in Databricks Delta Share

We have a Delta Share that includes a partitioned table, and we want our recipient to be able to retrieve data only from a specific partition.I reviewed the Delta Sharing server documentation and found that it's possible to use SQL expressions for fi...

  • 3080 Views
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szymon_dybczak
Esteemed Contributor III
  • 2 kudos

Hi @Col1ns ,All the things mentioned by @lingareddy_Alva are correct. Some additional things to consider. Check if your implementation of Delta Sharing supports predicate hints. Also, if your server supports them then your predicate should use restri...

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yit
by Databricks Partner
  • 2240 Views
  • 2 replies
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Resolved! New SQL editor autocomplete doesn't work on nested JSON

I have nested JSON objects stored as values in some table columns. The table has a few top-level columns, and inside those, there are further nested JSON structures.When I write queries in the new SQL editor, the autocomplete correctly lists the firs...

  • 2240 Views
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  • 6 kudos
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nayan_wylde
Esteemed Contributor II
  • 6 kudos

@yit I could think of these possible reasons.1. Autocomplete relies on metadata to provide suggestions. Ensure the workspace is enabled for Unity Catalog and that the user has the necessary permissions to access the metadata for the tables containing...

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PeterWang
by Databricks Employee
  • 2587 Views
  • 4 replies
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[Feedback Requested] Data Domains, and how your organization uses them

Hi everyone, As part of our plans to improve the Discover Page, one of the next items we are looking into is building out Domains. 1. How have are your organizations using Data Domains today?  2. Can you share an example of your domain (and subdomain...

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salenakerrs
New Contributor II
  • 1 kudos

Hi @PeterWang,One of my clients in the financial services space groups their data using a domain-centric approach like customer, deposit, wealth, and credit.We tag tables and views with these domains and use that for RBAC, so access is granted based ...

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vmpmreistad
by New Contributor II
  • 14395 Views
  • 3 replies
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CREATE OR REPLACE VIEW removes permissions [Unity Catalog]

When I run CREATE OR REPLACE VIEW on an existing view in Unity Catalog, the grants that were made on that object are removed. This seems like it is a bug. Is it on purpose or not?How to replicate:1. Create the viewRun the create or replace statement:...

Data Governance
Unity Catalog
  • 14395 Views
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md1828459045
New Contributor II
  • 4 kudos

Would also love any sort of communication back from Databricks on why create or replace view acts like this.I have had to run my CICD once with create (or replace) and then make a code change to swap to "alter view," which per https://docs.databricks...

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