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Lakebase Discussions
Ask questions, share challenges, and connect with others working on Lakebase. From troubleshooting to best practices, this is where conversations happen.
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Forum Posts

charl-p-botha
by Databricks Partner
  • 141 Views
  • 1 replies
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How to prevent users from creating Lakebase compute?

Dear community,According to [1] and other sources, all workspace users are assigned `CAN_CREATE` on lakebase projects, and this permission "can't be revoked".The problem is that such a project comes with by default a 8 - 16 CU lakebase compute instan...

  • 141 Views
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Ashwin_DSA
Databricks Employee
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Hi @charl-p-botha, Based on the current public documentation, I believe your reading is correct. In a Lakebase-enabled workspace, CAN_CREATE is inherited by all workspace users and cannot currently be granted or revoked on a per-project basis. The Az...

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smithsonian
by Contributor
  • 647 Views
  • 4 replies
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Resolved! Controlling Agent access to Tools and Tool access to Data Operations

I am building an agentic workflow.  This is a multi agent workflow - Plan, Reason, Act and Synthesize. Each agent has its own access to tools to take ACTIONS on data. Some of these agents are READ only, some can WRITE/UPDATEAll data is resident withi...

  • 647 Views
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venkat-raghavan
New Contributor III
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Hi Ashwin I do want to contrast you stated really well from what is stated or implied in the Service Control policies documentation you shared.You said things1) For write or move actions, I would strongly recommend a controlled execution pattern... p...

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POCUSER
by New Contributor III
  • 385 Views
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Resolved! Lakebase Data API private access with Public Network Access disabled

We are testing Azure Databricks Lakebase Autoscaling with Public Network Access disabled and standard inbound Private Link enabled.The workspace UI works privately through VPN, but the Lakebase Data API hostname still resolves to a public IP and retu...

  • 385 Views
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stbjelcevic
Databricks Employee
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Hi @POCUSER , Yes, the Lakebase Data API can be used privately with Public Network Access disabled. Because the Data API is a REST endpoint (Lakebase Data API), it goes through your workspace’s standard inbound (front-end) Private Link, the databrick...

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POCUSER
by New Contributor III
  • 629 Views
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Resolved! Inquiry regarding Query History and Audit Logs for Databricks Lakebase

We are using Lakebase Data API (HTTP Endpoint) to execute queries and need to verify the audit log capabilities for compliance. Could you please clarify:Query Text Logging: Does Databricks capture the full SQL statement text and the actual user ident...

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Ashwin_DSA
Databricks Employee
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Hi @POCUSER, I’m not aware of any public documentation that explicitly confirms that every request sent through the Lakebase Data API is captured in system.query.history or exposed through a dedicated per-request audit log. A practical way to validat...

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gokkul
by Databricks Partner
  • 2540 Views
  • 4 replies
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How to access a delta table in UC from lakebase postgres ?

Hi DB Community ,Is there any way to access/write to delta table in UC from lakebase postgres ? There's a way using "Sync Table" - but it is recommended only to read data from Sync Table . Databricks recommends against writing to sync table . Or else...

  • 2540 Views
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Abhishek_sinha
New Contributor III
  • 1 kudos

Currently, direct write-back from Lakebase PostgreSQL to Unity Catalog Delta tables is not the recommended pattern.A few points that may help:• “Sync Tables” are mainly designed for replication/read access scenarios. Databricks currently recommends a...

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Gokkul007
by New Contributor
  • 1361 Views
  • 3 replies
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How to create a lakebase table ?

Hi databricks community, I want to create a lakebase table that is synced with the delta table . So whenever the delta table is updated the changes should be available in lakebase table.  Now I want to create a databricks streamlit application and ma...

  • 1361 Views
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balajij8
Contributor III
  • 1 kudos

You can use Lake base Autoscaling with Synced Tables.Synced tables empower you to export high quality & governed data from Lakehouse into Lake base. Its specifically designed for downstream applications requiring extreme responsiveness (sub 10ms resp...

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jericksoncea
by New Contributor III
  • 2612 Views
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Lakebase auto start/stop

It doesn’t appear that the Lakebase OLTP instances function like Sql warehouses in the following ways:• automatically starting when initiating a connection• automatically stopping after no usage in x minutesI am wondering if others have use cases for...

  • 2612 Views
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balajij8
Contributor III
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Lake base supports Autoscaling & Scale to Zero with Automatic Suspension & Reactivation capabilitiesAutomatic Suspension - Lake base compute automatically suspends after a period of inactivity (default is 5 minutes).Reactivation - The compute automat...

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_Lilith
by New Contributor III
  • 1265 Views
  • 6 replies
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Resolved! Lakebase login via REST for a service principal

Hi all,I’m trying to set up REST-based communication between my Lakebase and a REST-client.I’m following the documentation “Connecting to Lakebase via REST using a service principal” to obtain a workspace-level token. After that, I use the Lakebase D...

  • 1265 Views
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_Lilith
New Contributor III
  • 0 kudos

I created a new Lakebase project to retrace all my steps. 0- I reused my service principal on the workspace1- installed databricks authentication extension: CREATE EXTENSION IF NOT EXISTS databricks_auth;2-Added the lakehouse service principal to the...

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MrSky
by New Contributor II
  • 639 Views
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Resolved! "Get Started with Lakebase" Course

Greetings,I am following course " Get Started with Lakebase Course".  I got access to "Databricks Academy Labs" but I could not find documentation related to "Get Started with Lakebase Course". I appreciate any help. Thanks,Sri

  • 639 Views
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MrSky
New Contributor II
  • 2 kudos

@Sumit_7 , Thank you for sharing the course URL. I have been working through the same course. Please refer to the 4th lesson, “Demo: Creating and Exploring a Lakebase Project.”I was not able to find any related documentation—specifically the tables d...

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ctgchris
by New Contributor III
  • 545 Views
  • 2 replies
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Error on Lakebase Postgres Autoscaling Table Tab

I can't view my lakebase postgres autoscaling project's table tab.The error id is: 3760588e08b843c5a4aebac770f8e967

  • 545 Views
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POCUSER
New Contributor III
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Hi @ctgchris,I'm experiencing the same issue — unable to view the table tab on Lakebase Postgres Autoscaling. Has there been any update or resolution on this? Any workaround would be appreciated as well.Thanks!

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Lode
by Databricks Partner
  • 1338 Views
  • 1 replies
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Resolved! Lakebase in an enterprise setup

Hi,Has anyone managed to get the new Lakebase autoscaling fully working in an enterprise Azure setup?We are currently facing issues when setting up Lakebase autoscaling in a Databricks environment without a public IP, where all traffic is routed priv...

  • 1338 Views
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emma_s
Databricks Employee
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Hi,  so I think what is happening as different types of tools get routed to lakebase via different paths and I believe you need to open up an additional private link. The docs here explain it pretty well. https://learn.microsoft.com/en-us/azure/datab...

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Sbolo
by New Contributor
  • 575 Views
  • 1 replies
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"Unknown Error" when running simple select query in Lakebase SQL Editor

Hello! I am experiencing a confusing issue with LakeBase. I created a new project and I tried to run the example query provided in the SQL Editor to create a first table. Unfortunately, the query failed with "Unknown Error" and not further explanatio...

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  • 575 Views
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szymon_dybczak
Esteemed Contributor III
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Hi @Sbolo ,Which Lakebase are you using? Provisioned or Autoscaling? And since you also got following error:"Public access is not allowed for workspace: <id here>"I think it can be a networking issue. Try to create private endpoints and check if this...

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Sega2
by New Contributor III
  • 620 Views
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Calling a Lakebase project API directly from an web frontend

Today we have an web frontend and custom API that we call from the frontend. I can see Lakebase projects support an API and SQL over REST. And we are considering whether skipping the custom API and calling the Lakebase API directly. However I see som...

  • 620 Views
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Ashwin_DSA
Databricks Employee
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Hi @Sega2, I don't there are many patterns or approaches published widely yet. In general, though, for production web apps, you may want to consider something like frontend --> thin backend --> Lakebase rather than calling Lakebase Data API directly ...

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Sega2
by New Contributor III
  • 1171 Views
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Resolved! Lakebase branches and permissions to SQL editor

Our admin created a project for lakebase branching. My user has "Can manage" permissions. I can create branches etc, however when I run something in the SQL editor i get following error:"ERROR: permission denied for schema public (SQLSTATE 42501)CREA...

  • 1171 Views
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Louis_Frolio
Databricks Employee
  • 0 kudos

Greetings @Sega2 , I did some digging and here is what I found.  Your screenshot (thanks for sharing, it was helpful) is showing a user running a Postgres CREATE TABLE statement in the Lakebase SQL Editor and hitting this error: In Lakebase, there ar...

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Sega2
by New Contributor III
  • 1309 Views
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Resolved! Promoting changes from dev branch to production

I am playing with branches in lakebase. I have created a dev under prod, applied som changes. How do you merge/promote the dev into prod? Have not found any things in the UI?Thanks, Thomas

  • 1309 Views
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SteveOstrowski
Databricks Employee
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Hi @Sega2, I can help with this. Welcome to Lakebase branching. As the earlier reply mentioned, Lakebase branches use copy-on-write technology rather than Git-style merging, so the workflow for promoting changes is a bit different from what you might...

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