{"repo":"toddstoffel/analytics_benchmark","free":true,"listed":false,"github":"https://github.com/toddstoffel/analytics_benchmark","clone":"git clone https://github.com/toddstoffel/analytics_benchmark.git","description":"Benchmark suite for analytical DBs using real-world SQL queries, Docker-based automation, and reproducible tests. Tailored for comparing systems like Apache Doris and ClickHouse with realistic datasets and actionable insights.","language":"Python","stars":29,"topics":["analytics","columnstore","doris","mariadb","sql","starrocks","tidb","clickhouse","docker","olap"],"license":"MIT","category":"databases-storage","readme_excerpt":"OLAP Workload Testing & Benchmarking Suite A comprehensive benchmark framework for evaluating analytical database performance using real-world datasets and standardized testing methodologies. Table of Contents - Overview - Why OLAP Benchmarking Matters - Dataset Description - Supported Database Engines - Prerequisites & System Requirements - Quick Start Guide - Reproducibility - Benchmark Methodology - Performance Results - Key Observations - Limitations & Considerations - Contributing - FAQ - License Overview This benchmark suite provides standardized testing for Online Analytical Processing (OLAP) workloads across multiple database engines. The framework enables fair, reproducible performance comparisons using real-world analytical queries and datasets, helping organizations make informed decisions about analytical database technologies. Scope and Purpose This benchmark specifically focuses on open-source analytical databases that can be deployed on-premises and containerized with Docker. While we acknowledge the existence of excellent cloud-native solutions like Snowflake, Amazon Redshift, Google BigQuery, and Azure Synapse Analytics, these managed services are outside the scope of this evaluation. Why Open-Source, On-Premises, and Dockerizable? - Data Sovereignty : Organizations requiring complete control over their data location and governance - Cost Predictability : Fixed infrastructure costs vs. variable cloud consumption pricing - Compliance Requirements : Industries ","default_branch":null,"files":null,"tree":[],"storefront":"/r/toddstoffel","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/toddstoffel/analytics_benchmark/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}