TabbyDB is a high-performance, drop-in replacement for Apache Spark 4.1.1 that 
fixes deep Catalyst optimizer defects causing complex queries to take hours to 
compile — reducing them to minutes with zero changes to your existing code, APIs, 
or infrastructure. On the TPC-DS 3TB benchmark, TabbyDB completes the full suite 
16.6% faster than stock Spark, with 83 out of 103 queries running faster, and 
delivers 50%+ runtime gains on Apache Iceberg tables. This 1-Click App deploys a 
fully configured TabbyDB node with an interactive setup wizard on first SSH login — 
simply copy your license.json to /opt/tabbydb/license/ and the wizard handles 
node role, memory allocation, and optional DigitalOcean Spaces integration in 
under five minutes. A 30-day free trial license is available at 
kwikquery.com/download — no credit card required.

TabbyDB

Python

Apache Hadoop

Apache Iceberg

Eclipse Temurin

TabbyDB is a high-performance, drop-in replacement for Apache Spark that delivers significantly faster query compilation and runtime performance. It fixes deep Catalyst optimizer defects that cause complex queries to take hours to compile, reducing them to minutes. TPC-DS benchmarks show 13–17% runtime improvement over stock Spark at 1–3 TB scale, with 50%+ gains on Apache Iceberg tables. Zero lock-in — fully compatible with existing Spark workloads, APIs, and infrastructure.

KwikQuery LLC

tabbydb

Focus on building great things, while you use these 1-Click Apps to build your business.

These 1-Click Apps make it simple to deploy and manage your clients' infrastructure. Save time and resources, while reducing headaches and passing the value onto your clients.

Apps for agencies and website development shops

Work more effectively from home or remotely with these 1-Click Apps.

Work more effectively from home or remotely

Stop spending hours editing YAML and Helm charts. Instead, use these popular, preconfigured solutions to add apps to your Kubernetes cluster in minutes instead of days.

1-Click Apps for managing Kubernetes environments

Stay focused on teaching and learning, instead of managing infrastructure. 

1-Click Apps for students and educational institutions

SaaS Add-Ons make your DigitalOcean infrastructure better! Check out the full list of SaaS Add-Ons here!  

New Feature Alert: Introducing Software License Subscriptions on DigitalOcean Marketplace!

We now support Droplet 1-Click updates via API. See documentation for the details

Check out Tabnine, the AI coding assistant that accelerates & simplifies software development.

Description

Software Included

Getting started after deploying tabbydb

API Creation