2023
DOI: 10.48550/arxiv.2301.05965
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Desbordante: from benchmarking suite to high-performance science-intensive data profiler (preprint)

Abstract: Pioneering data profiling systems such as Metanome and Open-Clean brought public attention to science-intensive data profiling. This type of profiling aims to extract complex patterns (primitives) such as functional dependencies, data constraints, association rules, and others. However, these tools are research prototypes rather than production-ready systems.The following work presents Desbordante -a high-performance science-intensive data profiler with open source code. Unlike similar systems, it is built wit… Show more

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