- 73 Views
- 1 replies
- 1 kudos
Building an AgenticLakehouse: Interacting with Databricks Workspace via LangGraph and MCP
This project, AgenticLakehouse, explores the cutting edge of "Agentic Data Analytics." I didn't just want a chatbot; I wanted a "living" interface for the Lakehouse. The result is a Multi-Agent System that intelligently orchestrates tasks, from query...
- 73 Views
- 1 replies
- 1 kudos
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Looks great, solid LangGraph + MCP setup on Databricks Apps. Thanks for sharing, @vinaygazula!
- 1 kudos
- 5507 Views
- 7 replies
- 6 kudos
Cross-filtering for AI/BI dashboards
AI/BI dashboards now support cross-filtering, which allows you to click on an element in one chart to filter and update related data in other charts.Cross-filtering allows users to interactively explore relationships and patterns across multiple visu...
- 5507 Views
- 7 replies
- 6 kudos
- 6 kudos
There does appear to now be a list of capsules indicating the filters applied along the top of Databricks AI/BI Dashboards. The capsules appear to include filter-selectors and also cross-filters added by clicking charts.Also, there is a now "Reset t...
- 6 kudos
- 187 Views
- 3 replies
- 1 kudos
Azure Databricks Streamlit Application - Doubts
Hi Databricks community, I am currently tasked with creating a stream lit application with the help of data bricks application feature, I have currently created a lake base instance to sync the delta table located at the unity catalog and I have also...
- 187 Views
- 3 replies
- 1 kudos
- 1 kudos
Hi @RJTECHY210 ,Yes, it's possible. You can use python sdk to achieve what you want. Here's a sample code for a reference:from databricks.sdk import WorkspaceClient from databricks.sdk.service.database import DatabaseInstance # Initialize the Worksp...
- 1 kudos
- 79 Views
- 0 replies
- 3 kudos
Semantic Bridge to Unity Catalog
How Ontos bridges the gap between technical metadata and business meaning Here's a scenario that might sound familiar. You've got Unity Catalog humming along—tables are registered, lineage is tracked, access controls are in place. Technically, every...
- 79 Views
- 0 replies
- 3 kudos
- 217 Views
- 4 replies
- 5 kudos
Spark Jobs View on a serverless cluster!! Naah.....
Have you ever noticed (and wondered) that the wonderful Spark Job UI is no longer available in the databricks notebook if the cell is executed using 'serverless' cluster?Tradionally, whenever we run the spark code (action command), we used to see the...
- 217 Views
- 4 replies
- 5 kudos
- 5 kudos
Hi RamanThank you for the amazing insights! I am trying to understand more about SQL Warehouses - is it managed by Unity Catalog? From what I could gather, SQL Warehouse is a compute layer, not a data layer and therefore not managed by Unity Catalog....
- 5 kudos
- 67 Views
- 1 replies
- 1 kudos
Resolved! SQL Warehouse and Unity Catalog
Hello,Is SQL warehouses managed by Unity Catalog? My understanding is that since SQL Warehouse is part of the compute layer, Unity Catalog doesn't manage it as it only manages data layers.
- 67 Views
- 1 replies
- 1 kudos
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Hi @Senga98 ,Your understanding is correct. Unity Catalog governs:Data objects (catalogs, schemas, tables, views, functions)Permissions (grants on the above)LineageGoverned storage locations & external locationsModel serving endpoints (UC Volumes / A...
- 1 kudos
- 92 Views
- 0 replies
- 0 kudos
Fast-Track Your Databricks Development: Using Widgets for Test and Production Modes
Test Mode Pattern with Databricks Widgets - Demo What's IncludedThis package contains comprehensive documentation and examples for implementing the Test Mode Pattern in Databricks notebooks using widgets. This pattern enables fast development cycles ...
- 92 Views
- 0 replies
- 0 kudos
- 121 Views
- 0 replies
- 1 kudos
Your Coworkers Don't Get Databricks? Here's How to Fix That.
We've all been there. You're excited about the lakehouse, you see the value clear as day, and then you try explaining it to a coworker and their eyes glaze over. Slides don't cut it. Documentation links get ignored. What actually works? Showing them...
- 121 Views
- 0 replies
- 1 kudos
- 370 Views
- 4 replies
- 6 kudos
The Medallion Architecture: Why Data Layers Matter for Modern Organisations
In today’s data-driven world, organisations are drowning in information. From customer transactions and IoT sensor readings to social media interactions and operational logs, the volume and variety of data continue to grow exponentially. Yet many org...
- 370 Views
- 4 replies
- 6 kudos
- 6 kudos
Thank you, @Louis_Frolio ! My next post is about Data Governance with Unity Catalog, stay tuned!!
- 6 kudos
- 4737 Views
- 5 replies
- 0 kudos
Unity cataog
Disaster recovery is possible in Unity catalog now?Means, for data level, we have enabled with geo redundancy, what about the objects, permissions, an other components in Unity catalog ? Can we restore the unity catalog metadata in another region ?
- 4737 Views
- 5 replies
- 0 kudos
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Official product release in development will be available as PrPr in a few months.
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- 120 Views
- 0 replies
- 1 kudos
Managing Databricks CLI Versions in Your DAB Projects
If you are going with DABS into a production environment, a CLI version is considered best practice. Of course, you need to remember to bump it up from time to time. Learn more: - https://databrickster.medium.com/managing-databricks-cli-versions-i...
- 120 Views
- 0 replies
- 1 kudos
- 115 Views
- 0 replies
- 1 kudos
Distributed ML on Databricks Serverless
You can now run distributed ML (Spark MLlib in Python, Optuna tuning, MLflow Spark, Joblib Spark) on serverless notebooks/jobs and on standard clusters, not just dedicated ML clusters.It reuses the same Unity Catalog + Lakeguard stack you already use...
- 115 Views
- 0 replies
- 1 kudos
- 200 Views
- 0 replies
- 1 kudos
Why Your Delta Lake MERGE Takes Forever (And How to Fix It)
Last month, our nightly CDC pipeline started timing out. What used to complete in 20 minutes was now crawling past the 4-hour mark—and failing. The culprit? A MERGE statement against a 2.3TB Delta table with 800 million rows that had grown steadily o...
- 200 Views
- 0 replies
- 1 kudos
- 273 Views
- 0 replies
- 1 kudos
A Governance-First Unified Namespace:Why Manufacturers Need Unity Catalog to Scale Industry 4.0 Data
The Industrial Data ChallengeManufacturing enterprises today operate with a fundamental paradox: they're drowning in data yet starving for insights. A typical plant generates terabytes of information daily across dozens of systems—from shop floor PLC...
- 273 Views
- 0 replies
- 1 kudos
- 603 Views
- 3 replies
- 4 kudos
Metric Views in Databricks: A Unified Approach to Business Metrics
Databricks has introduced a powerful feature—Metric Views—that transforms how organizations define, manage, and consume business metrics. Whether you're a data analyst, engineer, or business stakeholder, Metric Views offer a unified, governed, and re...
- 603 Views
- 3 replies
- 4 kudos
