Porovnanie exekučnej efektívnosti programovacích jazykov Python a Scala používaných v aplikáciách pre dátovú vedu

Abstract

Our paper aims on using programming languages like Python and Scala to compare their efficiency in the meaning of the code execution times. Both languages are being used in data science. Data science has grown at large scale nowadays and this paper should bring a better insight into which of the chosen languages have better performance. We prepared an experiment and scenario commonly used in practice in both languages which comprises data preparation, data processing and calculation and consequently interpretation of returned results.