{"repo":"SolidLao/SQLBarber","free":true,"listed":false,"github":"https://github.com/SolidLao/SQLBarber","clone":"git clone https://github.com/SolidLao/SQLBarber.git","description":"SQLBarber is a system based on Large Language Models (LLMs) to generate customized and realistic SQL workloads.","language":"Python","stars":15,"topics":["bayesian-optimization","benchmark","database","llm","sql","workload"],"license":null,"category":"databases-storage","readme_excerpt":"SQLBarber: Leverageing Large Language Models Generate Customized and Realistic SQL Workloads (SIGMOD 2026) - This repository hosts the source code and supplementary materials for: - SIGMOD 2026 submission (accepted) - SIGMOD Demo 2025 submission (accepted) Motivation Database research and development often require a large number of SQL queries for benchmarking purposes. However, acquiring real-world SQL queries is challenging due to privacy concerns, and existing generation methods offer limited options for customization and for satisfying realistic constraints. SQLBarber focuses on producing a set of SQL queries that are either tailored to evaluate specific DBMS features or designed to closely reflect a given production SQL workload: - Customized Workload. For example, benchmarking business intelligence systems such as Tableau requires SQL queries with structurally simple relational operator trees but highly complex scalar expressions, which is not supported by any existing benchmark . For query optimization, we may want to scale not only in the size of the database, but also scale in the complexity of queries (e.g., the number of joins, aggregations, and complex filter predicates). - Realistic Workload. Leading companies such as Amazon and Snowflake have recently released workload statistics to facilitate the construction of realistic benchmarks (Snowset from Snowflake and Redset from Amazon Redshift). However, due to privacy constraints, the actual queries and underlying d","default_branch":null,"files":null,"tree":[],"storefront":"/r/SolidLao","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/SolidLao/SQLBarber/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."}