GitHub

GRAST-SQL: Scaling Text-to-SQL via LLM-efficient Schema Filtering with Functional Dependency Graph Rerankers

GRAST-SQL is a lightweight, open-source schema-filtering framework that scales Text-to-SQL to real-world, very wide schemas by compacting prompts without sacrificing accuracy. It ranks columns with a ...
Nature

Data Quality and Functional Dependencies in Databases

The integrity of database systems is increasingly dependent on maintaining high data quality while enforcing robust consistency rules. Data quality encompasses the accuracy, completeness, and ...
IEEE

Secure and Practical Functional Dependency Discovery in Outsourced Databases

Abstract: The popularity of cloud computing has made outsourced databases prevalent in real-world applications. To protect data security, numerous encrypted outsourced databases have been proposed for ...
GitHub

Functional Dependency Test Macro

It would be valuable to have a functional_dependency generic test in dbt-utils that ensures one or more "determinant" columns uniquely determine another "dependent" column. The test should fail if any ...