Lakebase Articles
A structured knowledge hub for Lakebase. Find in-depth technical content, how-to guides, and referen...
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Lakebase Data API – First Request Times Out After 8 Seconds When Compute Is Offline
Hi Everyone,I’m using the Databricks Lakebase Data API and have noticed that the first API call consistently times out after approximately 8 seconds when the Lakebase compute is offline.The first request triggers the compute to start, and the compute...
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The Data API connects as the authenticator role, which then assumes the requesting user's identity. PostgreSQL loads a role's configuration defaults only at login; SET ROLE and SET SESSION AUTHORIZATION do not load them, and a role-level setting outr...
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Understanding Lakebase branching
I've been playing with Databricks Lakebase lately and I'm impressed by some of the features that come with it. I mean, you can sync data from a Lakehouse to Lakebase (OLAP to OLTP) and vice versa using Lakebase CDF. But most importantly, I'm impresse...
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Moving Beyond Manual Changes: A Guide to Shipping Lakebase Schema with Bundles
Moving Beyond Manual Changes: A Guide to Shipping Lakebase Schema with Bundles Lakebase is a Databricks fully managed PostgreSQL database for online transaction processing (OLTP). Declarative Automation Bundles (formerly Databricks Asset Bundles) are...
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[Partner Blog] Introduction to Databricks Lakebase: Unified OLTP+OLAP Engine for AI-Native Workloads
IntroductionMotivationWhat is Databricks Lakebase?Key FeaturesWorking with Lakebase1. Prerequisites:2. Enabling Lakebase:3.Creating a Lakebase Database:4. Authentication:5. Authorisation:6. Using Lakebase data in Analytical load (No ETL):7. Sending L...
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Nice writeup! This unified OLTP+OLAP approach solves a lot of headaches we deal with when data is scattered across different systems. The database branching thing caught my eye - having dev environments that work like git branches is a game changer. ...
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Learn Databricks Lakebase: managed Postgres for apps, agents & real-time data
Databricks Training & Certifications Learn Databricks Lakebase Managed, serverless Postgres - built right into the Lakehouse. Serverless Postgres-compatible Unity Catalog governed Need a fast, fully managed transactional database that lives...
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Lakebase Continuous Sync: Why My Synced Table Stayed Empty Despite a Healthy Pipeline
Today I ran into an interesting issue while setting up a Lakebase synced table to sync a Delta table from our Lakehouse to Postgres using Continuous Sync mode.Everything looked correct:Change Data Feed (CDF) was enabled.The pipeline was healthy.The s...
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Announcement | Foundational context: Cross-industry & function-specific accelerators for Lakebase
Databricks is highlighting a growing set of partner-built accelerators for Lakebase that help organizations modernize operational data systems, support stateful AI applications, and deliver real-time business workflows on a governed Databricks founda...
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- 1406 Views
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Why We Moved Our Operational Database Into Databricks — And Stopped Managing Two Stacks
Lakebase just went GA. Here's what a production migration actually looks like.For most of the last decade, our data infrastructure lived in two separate worlds.On one side: a transactional database handling operational workloads — the writes, the loo...
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Great article Naveen! Thanks for putting your finger on where the actual work is in migrating to Lakebase and what teams need to think about.
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Announcement | From monolith to Lakebase to LTAP: rethinking the database from storage up
Databricks has shared a deeper look at how Lakebase rethinks database architecture by separating Postgres compute from storage, and how that design leads to LTAP, a model where transactions and analytics can run on the same underlying data without tr...
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HealthCare Prior Authorizations with Databricks Lakebase Vector Search
Healthcare organizations possess enormous volumes of care, operational and payer related data. Every care interaction generates information across care notes, diagnosis records, medication histories, imaging reports, claims systems and payer policies...
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Hi Venkat, Sent you a message. I highly recommend checking out the Lake base Security Triad framework since you are leveraging it in the product.
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Resolved! 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...
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Thank you very much for also looking into this.I've submitted this as feedback via the new Lakebase Postgres web-ui. It doesn't look like I can link to that submitted feedback here. Let's hope for the best.
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Fortifying Enterprise Healthcare Databricks Lakebase with the Security Triad
Modern Enterprise Healthcare Lake bases have fundamentally transformed care data operations by seamlessly unifying high concurrency transactional workloads such as electronic records (EMR) syncing, streaming care vitals and persistent memory for gene...
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Databricks Lakebase Just Eliminated the Wall Between Applications and Analytics.
Hello Data Professionals, I need to tell you about something.I have been working with data platforms for a long time. Long enough to remember when "big data" was the buzzword, when Hadoop was the answer to everything, when data lakes were going to re...
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Interesting perspective. The challenge of managing separate operational and analytical systems has been a pain point for years, especially as data volumes continue to grow. Reducing dependency on complex ETL pipelines could simplify architecture and ...
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Zero Code REST Integration for Modern HealthCare Vitals via Databricks Lakebase Data API
The friction between modern operational edge applications and core analytical data systems is a massive architectural bottleneck in healthcare organizations. Building patient-facing mobile applications, synchronizing remote patient monitoring (RPM) w...
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Why We Moved Our Operational Database Into Databricks — And Stopped Managing Two Stacks
Lakebase just went GA. Here's what a production migration actually looks like.For most of the last decade, our data infrastructure lived in two separate worlds.On one side: a transactional database handling operational workloads — the writes, the loo...
- 1169 Views
- 1 replies
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Great write up and felt useful. Thanks for sharing the real experience.!
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