- 2473 Views
- 2 replies
- 4 kudos
What Does “Full Stack Development” Mean in the World of Databricks
Hi All, Many teams using Databricks today are referring to their work as “full stack development,” which can be a bit confusing at first. In the Databricks context, this doesn't mean a new framework — it simply means handling everything from raw data...
- 2473 Views
- 2 replies
- 4 kudos
- 4 kudos
Absolutely agree — what’s called “full stack” in Databricks truly means managing the complete data lifecycle on a unified platform,. Teams today aren’t just doing ETL; they’re orchestrating everything from real-time ingestion (Autoloader), scalable s...
- 4 kudos
- 2290 Views
- 1 replies
- 3 kudos
corrupted delta logs
ERROR: DeltaVersionsNotContiguousException: Versions (0, 2) are not contiguous. This can happen when files have been manually removed from the Delta log. Please contact Databricks support to repair the table.Cause of the error: You are getting this e...
- 2290 Views
- 1 replies
- 3 kudos
- 3 kudos
Thanks for sharing @Khaja_Zaffer!
- 3 kudos
- 8501 Views
- 4 replies
- 2 kudos
Demo Deploy a Databricks Asset Bundle with Azure DevOps Pipelines
I recently wrote a blog post showing how to deploy a minimal Databricks job with notebook task using Databricks Asset Bundles and Azure DevOps pipelines. The code is available in my public GitHub repo. Thought I'd share it here!ObjectivesIn this post...
- 8501 Views
- 4 replies
- 2 kudos
- 2 kudos
HiGreat article.2 questionsHow does the deploy bundle script in the pipleine know where to pick up the bundel. Should there be a path. Mine is on my local machine becaust that where I first run it from the cli. Also can a bundle deploy resources that...
- 2 kudos
- 4492 Views
- 1 replies
- 2 kudos
Installing CrowdStrike Falcon Sensor on Databricks Workers
Greetings,Does anyone here have experience deploying the CrowdStrike Falcon sensor on Databricks worker instances? For context, the cluster is deployed in AWS and we use a Databricks Ubuntu 20.04 AMI. Databricks allows adding a bootstrap/startup scri...
- 4492 Views
- 1 replies
- 2 kudos
- 2 kudos
I have the same doubt!
- 2 kudos
- 5665 Views
- 6 replies
- 1 kudos
Databricks App Availability
Hi there,I recently came across this post about databricks apps that says it available for public previewhttps://www.databricks.com/blog/introducing-databricks-appsHowever, when I go to previews in the workspace, I don't see an option to enable it, i...
- 5665 Views
- 6 replies
- 1 kudos
- 1 kudos
Yea same...I got the same warning "Requested region australiasoutheast in cloud azure is not supported."Has there been any further updates?
- 1 kudos
- 3053 Views
- 3 replies
- 1 kudos
Databricks Apps Crashes Unexpectedly Without Showing any Logs
Hi All,I coded up a Databricks app using fastapi which seems to be crashing on deployment. Databricks throws the error that "app crashed at startup" but the logging page is empty. So I do not know what went wrong. Any ideas on how to debug the proble...
- 3053 Views
- 3 replies
- 1 kudos
- 1 kudos
I want to update that I have been able to solve the problem and get the app running. The problem was related to trying to import from anoter folder instead of downloading the package using its wheel file. Just for the record, had already tried the l...
- 1 kudos
- 5812 Views
- 2 replies
- 3 kudos
Getting Started with Notebooks in Databricks
Databricks notebooks are a powerful tool for data scientists and engineers to collaborate, explore data, and build machine learning models. This guide will help you get started with creating and using notebooks in Databricks.Why Use Databricks Notebo...
- 5812 Views
- 2 replies
- 3 kudos
- 3 kudos
Thanks for sharing @bhanu_gautam. This will surely help beginners get started with Databricks Notebooks.
- 3 kudos
- 3493 Views
- 4 replies
- 4 kudos
Resolved! Unity Catalog Migration Strategy
Zero-Downtime Unity Catalog Migration for 500TB Data LakeJust completed migrating 500TB to Unity Catalog without a single minute of downtime. Here's how:The Challenge500 TB across 12,000 tables200+ concurrent usersZero tolerance for downtimeMixed Hiv...
- 3493 Views
- 4 replies
- 4 kudos
- 4 kudos
Thanks, @Khaja_Zaffer and @BS_THE_ANALYST!@Khaja_Zaffer:The toolkit has 5 main components:Pre-migration analyzer Compatibility scoringDrift monitor Real time consistency checksPermission migrator: Automated ACL copyingQuery rewriter: Hive→UC SQL con...
- 4 kudos
- 707 Views
- 0 replies
- 3 kudos
GetRunbook_Failed :: Bootstrap timeout - cluster failure during startup
After creating a new workspace, if you come across Failed to get instance bootstrap steps from the Databricks Control Plane. Please check that instances have connectivity to the Databricks Control Plane. Instance bootstrap inferred timeout reason: Ge...
- 707 Views
- 0 replies
- 3 kudos
- 8826 Views
- 17 replies
- 62 kudos
Level Up Your Databricks Game - Episode 1: Widgets
Hi all,TheOC here with my first of (hopefully!) many blogs on the Databricks Community. I'm hoping in this series to share quick, practical tips to help you get the most out of Databricks. Today's topic is: Widgets.If you're anything like me, you've ...
- 8826 Views
- 17 replies
- 62 kudos
- 62 kudos
hey @Rishabh_Tiwari,Thank you!Watch this space for the next instalment
- 62 kudos
- 2457 Views
- 4 replies
- 12 kudos
[Blog] Building a Scalable Telco CDR Processing Pipeline with Databricks Delta Live Tables - Part 1
Hey everyone! I wanted to share what I'm working with daily in the Databricks ecosystem and how amazing it is that we can achieve everything within one platform!Just published a deep dive on building a Telco CDR Processing Pipeline using: Delta Live ...
- 2457 Views
- 4 replies
- 12 kudos
- 12 kudos
@Pat here I was, cup of tea in hand, ready and eager to read the blog, only then did I discover I was redirected to another place that actually hosts the full blog .Personally, I think it'd be nice for it to be on here, especially if it's dedicated t...
- 12 kudos
- 1437 Views
- 0 replies
- 1 kudos
Technical Deep Dive
Bloom Filters + Zonemaps: The Ultimate Query Optimization ComboAfter my zonemap post last week got great feedback, several of you asked about Bloom filter integration. Here's the complete implementation!Why Bloom Filters Changed EverythingZonemaps ar...
- 1437 Views
- 0 replies
- 1 kudos
- 5766 Views
- 12 replies
- 7 kudos
Resolved! 🚀 DataFrame Caching on Delta Tables - What if underlying data is updated?
Just published new video on Databricks Performance Series to try to clearly explain how DataFrame caching over Delta Tables behaves when updates on underlying table are performed. I came across this use case in my recent project and struggled a littl...
- 5766 Views
- 12 replies
- 7 kudos
- 7 kudos
Source Code with samples available at https://github.com/CafeConData/Spark-Caching-on-Delta-Tables
- 7 kudos
- 2742 Views
- 0 replies
- 2 kudos
🚀 Spark Caching vs Databricks Disk Caching
As promised @BS_THE_ANALYST , in this new video and summarized in post, I try to explain what Spark Caching and Databricks Disk Caching are and how Caching strategy can be leveraged by making these cool features work together: Spark Caching vs Databr...
- 2742 Views
- 0 replies
- 2 kudos
- 1311 Views
- 0 replies
- 1 kudos
Parallel Model Training & Data Pipelines on Databricks (ForEach Tasks+ Asset Bundles + Pydantic)
As companies double down on machine learning (ML), one thing is obvious: a single model can’t solve every problem. Different datasets, different timelines, and different requirements make managing multiple models pretty tricky. And if you’ve ever wor...
- 1311 Views
- 0 replies
- 1 kudos
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