FlashProfile: A Framework for Synthesizing Data Profiles

We address the problem of learning a syntactic profile for a collection of strings, i.e. a set of regex-like patterns that succinctly describe the syntactic variations in the strings. Real-world datasets, typically curated from multiple sources, often contain data in various syntactic formats. Thus,...

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Veröffentlicht in:	arXiv.org 2019-04
Hauptverfasser:	Padhi, Saswat, Jain, Prateek, Perelman, Daniel, Polozov, Oleksandr, Gulwani, Sumit, Millstein, Todd
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Learning Data management Data processing Datasets Inspection Strings Synthesis
Online-Zugang:	Volltext
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