keyed: Explicit Key Assumptions for Flat-File Data
Abstract
Helps make implicit data assumptions explicit by attaching keys to flat-file data that error when those assumptions are violated. Designed for CSV-first workflows without database infrastructure or version control. Provides key definition, assumption checks, join diagnostics, and automatic drift detection via watched data frames that snapshot before each transformation and report cell-level changes.
Fields of Study & Subjects
Data Quality and Management
Scientific Computing and Data Management
Advanced Database Systems and Queries
Publication details
- Publication date
- 6 February 2026
- Document type
- Dataset