A comprehensive performance analysis of 11 different methods to detect vowels in strings using Python. The study reveals that regex methods significantly outperform traditional loops due to CPython's interpreter overhead and optimized C implementations. Through bytecode analysis and CPython source code examination, the author demonstrates how regex engines use bitmap lookups for character matching, making them surprisingly faster than simple Python loops, especially for longer strings.
Table of contents
Method #1: For loopMethod #2: For loop, C-styleMethod #3: Nested for loopMethod #4: Set intersectionMethod #5: Generator ExpressionMethod #6: RecursionMethod #7: Regex searchMethod #8: Regex replaceMethod #9: FilterMethod #10: MapMethod #11: Prime numbersMethod #12: ThreadsBenchmarkHow is regex so fast?Sort: