{ "metadata": { "name": "", "signature": "sha256:842cb7ae4f520376ff820e7bcd278db91a026ac1fa159ca6e8a4b38296bc10f5" }, "nbformat": 3, "nbformat_minor": 0, "worksheets": [ { "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "Sebastian Raschka 04/2014\n", "\n", "#Timing different Implementations of palindrome functions" ] }, { "cell_type": "code", "collapsed": false, "input": [ "import re\n", "import timeit\n", "\n", "# All functions return True if an input string is a palindrome. Else returns False.\n", "\n", "\n", "\n", "####\n", "#### case-insensitive ignoring punctuation characters\n", "####\n", "\n", "def palindrome_short(my_str):\n", " stripped_str = \"\".join(l.lower() for l in my_str if l.isalpha())\n", " return stripped_str == stripped_str[::-1]\n", "\n", "def palindrome_regex(my_str):\n", " return re.sub('\\W', '', my_str.lower()) == re.sub('\\W', '', my_str[::-1].lower())\n", "\n", "####\n", "#### functions considering all characters (case-sensitive)\n", "####\n", "\n", "def palindrome_reverse1(my_str):\n", " return my_str == my_str[::-1]\n", "\n", "def palindrome_reverse2(my_str):\n", " return my_str == ''.join(reversed(my_str))\n", "\n", "def palindrome_recurs(my_str):\n", " if len(my_str) < 2:\n", " return True\n", " if my_str[0] != my_str[-1]:\n", " return False\n", " return palindrome(my_str[1:-1])\n" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 6 }, { "cell_type": "code", "collapsed": false, "input": [ "test_str = \"Go hang a salami. I'm a lasagna hog.\"\n", "\n", "print('case-insensitive functions ignoring punctuation characters')\n", "%timeit palindrome_short(test_str)\n", "%timeit palindrome_regex(test_str)\n", "\n", "print('\\n\\nfunctions considering all characters (case-sensitive)')\n", "%timeit palindrome_reverse1(test_str)\n", "%timeit palindrome_reverse2(test_str)\n", "%timeit palindrome_recurs(test_str)\n" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "case-insensitive functions ignoring punctuation characters\n", "100000 loops, best of 3: 15.4 \u00b5s per loop" ] }, { "output_type": "stream", "stream": "stdout", "text": [ "\n", "10000 loops, best of 3: 20.3 \u00b5s per loop" ] }, { "output_type": "stream", "stream": "stdout", "text": [ "\n", "\n", "\n", "functions considering all characters (case-sensitive)\n", "1000000 loops, best of 3: 508 ns per loop" ] }, { "output_type": "stream", "stream": "stdout", "text": [ "\n", "100000 loops, best of 3: 3 \u00b5s per loop" ] }, { "output_type": "stream", "stream": "stdout", "text": [ "\n", "1000000 loops, best of 3: 509 ns per loop" ] }, { "output_type": "stream", "stream": "stdout", "text": [ "\n" ] } ], "prompt_number": 7 }, { "cell_type": "code", "collapsed": false, "input": [], "language": "python", "metadata": {}, "outputs": [] } ], "metadata": {} } ] }