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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
  • 3790 Views
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Anonymous
by Not applicable
  • 2105 Views
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Your guide to data and AI governance sessions at Data + AI Summit 2022 We are so excited to welcome you to Data + AI Summit this year. This year’s hyb...

Your guide to data and AI governance sessions at Data + AI Summit 2022We are so excited to welcome you to Data + AI Summit this year. This year’s hybrid conference is jam packed with exciting product announcements, live keynotes, breakout sessions wi...

  • 2105 Views
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NOOR_BASHASHAIK
by Contributor
  • 8844 Views
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Exploiting Hive Metastore of Databricks for lineage

Hi allWanted to check if anyone has made an attempt to exploit the Hive Metastore of Databricks for lineage?For example, I loaded metadata of 2 databricks databases using the Collibra Marketplace provided Databricks driver. Here is the scenario -Data...

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Latest Reply
NOOR_BASHASHAIK
Contributor
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@Chetan Kardekar​ @Kaniz Fatma​ yes, I still need a standard way (through SQL) to access Hive Metastore.

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Soma
by Valued Contributor
  • 3002 Views
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Shared Hive External Metastore Drop table issue

hi Team ,We are using a shared hive metastore for connecting to dev and prod as we need cross DB access for certain ML use-cases.Currently we are having issues as "DROP TABLE COMMAND" directly drops the table without checking the underlying locationH...

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chandan_a_v
by Valued Contributor
  • 24829 Views
  • 9 replies
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Resolved! GC (Metadata GC Threshold) issue

Hi All,I am facing the GC metadata issue while performing distributed computing on Spark. 2022-01-13T22:02:28.467+0000: [GC (Metadata GC Threshold) [PSYoungGen: 458969K->18934K(594944K)] 458969K->18958K(1954816K), 0.0144028 secs] [Times: user=0.05 sy...

  • 24829 Views
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Latest Reply
Anonymous
Not applicable
  • 6 kudos

Hi @Chandan Angadi​ Hope you are doing well now.Thanks for getting back to us and sending in your solution. Would you like to mark an answer as best?Thanks!

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Hubert-Dudek
by Databricks MVP
  • 5031 Views
  • 1 replies
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Databricks Runtime 10.5 (Beta)  �� Auto Loader: new SQL function CLOUD_FILES_STATE You can use the new CLOUD_FILES_STATE function to query the ...

Databricks Runtime 10.5 (Beta) Auto Loader: new SQL function CLOUD_FILES_STATEYou can use the new CLOUD_FILES_STATE function to query the internal state of an Auto Loader stream. Delta Lake: new maxRecordsPerFile option for maximum records written t...

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Latest Reply
SørenRavn
New Contributor II
  • 24 kudos

anyone that got CLOUD_FILES_STATE to work on 10.5 Beta/Azure. Syntax:%sqlSELECT * FROM cloud_files_state('abfss://test@test.dfs.core.windows.net/test/checkpoint/'); i get this error: com.databricks.backend.common.rpc.DatabricksExceptions$SQLExecu...

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Mr__E
by Contributor II
  • 7105 Views
  • 3 replies
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Resolved! Table ACLs, secrets, and compute clusters

I am adding a credential to access MongoDB through the Python MongoDB Spark connector. It is stored as a secret and the `users` group has `MANAGE` ACL privileges. I turned on table ACLs and created a `High Concurrency` compute cluster. I then run a s...

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Latest Reply
Atanu
Databricks Employee
  • 1 kudos

@Erik Louie​  looks the issue is resolved. Please let me know if you need further help on this. Thanks!

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RantoB
by Valued Contributor
  • 16460 Views
  • 8 replies
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Resolved! Enable Unity Catalog and pre-requisite for Delta Sharing

Hi, I would like to use Delta Sharing but I have not understood how to configure the Delta Sharing Server. Is that fully managed by Databricks ? If so I tried to share a table :%sql create share first_shareand I got the following error message with t...

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Latest Reply
jose_gonzalez
Databricks Employee
  • 6 kudos

Hi @Bertrand BURCKER​ ,This feature is not available yet. If you would like to test it or explore it, then you will need to sign up to get more details once the feature is available. In addition, you could reach out to your account team (in case you...

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jeffreym9
by New Contributor III
  • 7082 Views
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Resolved! Compatibility of Hive metastore schema version and Databricks 9.1 LTS

I found a page that tells the compatibility between Databricks and Hive metastore versions: https://docs.microsoft.com/en-us/azure/databricks/data/metastores/external-hive-metastoreBut the information is only up to Databricks 7.1. Anywhere I can find...

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Latest Reply
Atanu
Databricks Employee
  • 4 kudos

it still should work with 7.x +. version. Are you seeing any issue on your cluster ? @Jeffrey Mak​ 

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User16826994223
by Databricks Employee
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What industry security controls and practices do Databricks follow?

What industry security controls and practices do Databricks follow?

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Latest Reply
davidveuve
Databricks Employee
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Databricks recently also updated the Security Addendum that is incorporated into our typical contracts. It's now written in plain language, and provides detailed content around security controls and practices. https://databricks.com/security-addendum...

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Anonymous
by Not applicable
  • 7333 Views
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Latest Reply
sajith_appukutt
Databricks Employee
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You could use delta sharing without unity catalog. It is an open protocol for secure real-time exchange of large datasets. There repo at https://github.com/delta-io/delta-sharing also has a reference implementation of the delta sharing server which c...

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Anonymous
by Not applicable
  • 4155 Views
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Latest Reply
Anonymous
Not applicable
  • 1 kudos

Yes, UC will have a suite of REST APIs allowing external tools to query it.UC Data Dictionary tables will be available via SQL as well. It is possible to query the UC Data Dictionary via JDBC/ODBC connection, but this requires a running endpoint or c...

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Anonymous
by Not applicable
  • 4654 Views
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Latest Reply
Anonymous
Not applicable
  • 1 kudos

Yes, this is the vision. The first phase of Unity Catalog is focused on the operational aspects of accessing data i.e. data access controls (Table ACL model, data sharing etc) and auditing. Lineage will be introduced in future phases.

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