--- /dev/null
+{
+ "metadata": {
+ "name": "",
+ "signature": "sha256:b93ed7f85302bd806b23e539f31a6d8afd7554cafe052439a06de6aa5a19b08d"
+ },
+ "nbformat": 3,
+ "nbformat_minor": 0,
+ "worksheets": [
+ {
+ "cells": [
+ {
+ "cell_type": "code",
+ "collapsed": false,
+ "input": [
+ "import re\n",
+ "import random\n",
+ "import string\n",
+ "import collections"
+ ],
+ "language": "python",
+ "metadata": {},
+ "outputs": [],
+ "prompt_number": 1
+ },
+ {
+ "cell_type": "code",
+ "collapsed": false,
+ "input": [
+ "WORDS = [w.strip() for w in open('/usr/share/dict/british-english').readlines() \n",
+ " if re.match(r'^[a-z]*$', w.strip())]"
+ ],
+ "language": "python",
+ "metadata": {},
+ "outputs": [],
+ "prompt_number": 2
+ },
+ {
+ "cell_type": "code",
+ "collapsed": false,
+ "input": [
+ "LETTER_COUNTS = collections.Counter(l.lower() for l in open('sherlock-holmes.txt').read() if l in string.ascii_letters)\n",
+ "LETTERS_IN_ORDER = [p[0] for p in LETTER_COUNTS.most_common()]"
+ ],
+ "language": "python",
+ "metadata": {},
+ "outputs": [],
+ "prompt_number": 12
+ },
+ {
+ "cell_type": "code",
+ "collapsed": false,
+ "input": [
+ "STARTING_LIVES = 10"
+ ],
+ "language": "python",
+ "metadata": {},
+ "outputs": [],
+ "prompt_number": 4
+ },
+ {
+ "cell_type": "code",
+ "collapsed": false,
+ "input": [
+ "class Game:\n",
+ " def __init__(self, target, player=None, lives=STARTING_LIVES):\n",
+ " self.lives = lives\n",
+ " self.player = player\n",
+ " self.target = target\n",
+ " self.discovered = list('_' * len(target))\n",
+ " self.wrong_letters = []\n",
+ " self.game_finished = False\n",
+ " self.game_won = False\n",
+ " self.game_lost = False\n",
+ " \n",
+ " def find_all(self, letter):\n",
+ " locations = []\n",
+ " starting=0\n",
+ " location = self.target.find(letter)\n",
+ " while location > -1:\n",
+ " locations += [location]\n",
+ " starting = location + 1\n",
+ " location = self.target.find(letter, starting)\n",
+ " return locations\n",
+ " \n",
+ " def update_discovered_word(self, guessed_letter):\n",
+ " locations = self.find_all(guessed_letter)\n",
+ " for location in locations:\n",
+ " self.discovered[location] = guessed_letter\n",
+ " return self.discovered\n",
+ " \n",
+ " def do_turn(self):\n",
+ " if self.player:\n",
+ " guess = self.player.guess(self.discovered, self.wrong_letters, self.lives)\n",
+ " else:\n",
+ " guess = self.ask_for_guess()\n",
+ " if guess in self.target:\n",
+ " self.update_discovered_word(guess)\n",
+ " else:\n",
+ " self.lives -= 1\n",
+ " if guess not in self.wrong_letters:\n",
+ " self.wrong_letters += [guess]\n",
+ " if self.lives == 0:\n",
+ " self.game_finished = True\n",
+ " self.game_lost = True\n",
+ " if '_' not in self.discovered:\n",
+ " self.game_finished = True\n",
+ " self.game_won = True\n",
+ " \n",
+ " def ask_for_guess(self):\n",
+ " print('Word:', ' '.join(self.discovered), \n",
+ " ' : Lives =', self.lives, \n",
+ " ', wrong guesses:', ' '.join(sorted(self.wrong_letters)))\n",
+ " guess = input('Enter letter: ').strip().lower()[0]\n",
+ " return guess\n",
+ " \n",
+ " def play_game(self):\n",
+ " self.do_turn()\n",
+ " while not self.game_finished:\n",
+ " self.do_turn()\n",
+ " if not self.player:\n",
+ " self.report_on_game()\n",
+ " return self.game_won\n",
+ " \n",
+ " def report_on_game(self):\n",
+ " if self.game_won:\n",
+ " print('You won! The word was', self.target)\n",
+ " else:\n",
+ " print('You lost. The word was', self.target)\n",
+ " return self.game_won"
+ ],
+ "language": "python",
+ "metadata": {},
+ "outputs": [],
+ "prompt_number": 5
+ },
+ {
+ "cell_type": "code",
+ "collapsed": false,
+ "input": [
+ "class PlayerFixedOrder:\n",
+ " def __init__(self, ordered_letters):\n",
+ " self.ordered_letters = ordered_letters\n",
+ " \n",
+ " def guess(self, discovered, missed, lives):\n",
+ " guessed_letters = [l.lower() for l in discovered + missed if l in string.ascii_letters]\n",
+ " self.ordered_subtract(guessed_letters)\n",
+ " return self.ordered_letters[0]\n",
+ "\n",
+ " def ordered_subtract(self, to_remove):\n",
+ " for r in to_remove:\n",
+ " if r in self.ordered_letters:\n",
+ " ri = self.ordered_letters.index(r)\n",
+ " self.ordered_letters = self.ordered_letters[:ri] + self.ordered_letters[ri+1:]"
+ ],
+ "language": "python",
+ "metadata": {},
+ "outputs": [],
+ "prompt_number": 6
+ },
+ {
+ "cell_type": "code",
+ "collapsed": false,
+ "input": [
+ "class PlayerAlphabetical(PlayerFixedOrder):\n",
+ " def __init__(self):\n",
+ " super().__init__(string.ascii_lowercase)\n",
+ "\n",
+ "class PlayerFreqOrdered(PlayerFixedOrder):\n",
+ " def __init__(self):\n",
+ " super().__init__(LETTERS_IN_ORDER)\n"
+ ],
+ "language": "python",
+ "metadata": {},
+ "outputs": [],
+ "prompt_number": 7
+ },
+ {
+ "cell_type": "code",
+ "collapsed": false,
+ "input": [
+ "wins = 0\n",
+ "for _ in range(1000):\n",
+ " g = Game(random.choice(WORDS), player=PlayerAlphabetical())\n",
+ " g.play_game()\n",
+ " if g.game_won:\n",
+ " wins += 1\n",
+ "print(wins)"
+ ],
+ "language": "python",
+ "metadata": {},
+ "outputs": [
+ {
+ "output_type": "stream",
+ "stream": "stdout",
+ "text": [
+ "55\n"
+ ]
+ }
+ ],
+ "prompt_number": 8
+ },
+ {
+ "cell_type": "code",
+ "collapsed": false,
+ "input": [
+ "wins = 0\n",
+ "for _ in range(1000):\n",
+ " g = Game(random.choice(WORDS), player=PlayerFreqOrdered())\n",
+ " g.play_game()\n",
+ " if g.game_won:\n",
+ " wins += 1\n",
+ "print(wins)"
+ ],
+ "language": "python",
+ "metadata": {},
+ "outputs": [
+ {
+ "output_type": "stream",
+ "stream": "stdout",
+ "text": [
+ "336\n"
+ ]
+ }
+ ],
+ "prompt_number": 9
+ },
+ {
+ "cell_type": "code",
+ "collapsed": false,
+ "input": [
+ "wins = 0\n",
+ "for _ in range(1000):\n",
+ " g = Game(random.choice(WORDS), player=PlayerFixedOrder(list(reversed(string.ascii_lowercase))))\n",
+ " g.play_game()\n",
+ " if g.game_won:\n",
+ " wins += 1\n",
+ "print(wins)"
+ ],
+ "language": "python",
+ "metadata": {},
+ "outputs": [
+ {
+ "output_type": "stream",
+ "stream": "stdout",
+ "text": [
+ "4\n"
+ ]
+ }
+ ],
+ "prompt_number": 10
+ },
+ {
+ "cell_type": "code",
+ "collapsed": false,
+ "input": [
+ "DICT_COUNTS = collections.Counter(l.lower() for l in open('/usr/share/dict/british-english').read() if l in string.ascii_letters)\n",
+ "DICT_LETTERS_IN_ORDER = [p[0] for p in DICT_COUNTS.most_common()]"
+ ],
+ "language": "python",
+ "metadata": {},
+ "outputs": [],
+ "prompt_number": 17
+ },
+ {
+ "cell_type": "code",
+ "collapsed": false,
+ "input": [
+ "DICT_COUNTS"
+ ],
+ "language": "python",
+ "metadata": {},
+ "outputs": [
+ {
+ "metadata": {},
+ "output_type": "pyout",
+ "prompt_number": 18,
+ "text": [
+ "Counter({'s': 91332, 'e': 88692, 'i': 66900, 'a': 64468, 'r': 57460, 'n': 57128, 't': 52949, 'o': 49121, 'l': 40995, 'c': 31854, 'd': 28505, 'u': 26372, 'g': 22693, 'm': 22549, 'p': 22249, 'h': 19337, 'b': 15540, 'y': 12652, 'f': 10679, 'k': 8386, 'v': 8000, 'w': 7505, 'x': 2125, 'z': 2058, 'j': 1950, 'q': 1536})"
+ ]
+ }
+ ],
+ "prompt_number": 18
+ },
+ {
+ "cell_type": "code",
+ "collapsed": false,
+ "input": [
+ "print(DICT_LETTERS_IN_ORDER)\n",
+ "print(LETTERS_IN_ORDER)"
+ ],
+ "language": "python",
+ "metadata": {},
+ "outputs": [
+ {
+ "output_type": "stream",
+ "stream": "stdout",
+ "text": [
+ "['s', 'e', 'i', 'a', 'r', 'n', 't', 'o', 'l', 'c', 'd', 'u', 'g', 'm', 'p', 'h', 'b', 'y', 'f', 'k', 'v', 'w', 'x', 'z', 'j', 'q']\n",
+ "['e', 't', 'a', 'o', 'i', 'h', 'n', 's', 'r', 'd', 'l', 'u', 'm', 'w', 'c', 'y', 'f', 'g', 'p', 'b', 'v', 'k', 'x', 'j', 'q', 'z']\n"
+ ]
+ }
+ ],
+ "prompt_number": 19
+ },
+ {
+ "cell_type": "code",
+ "collapsed": false,
+ "input": [
+ "wins = 0\n",
+ "for _ in range(1000):\n",
+ " g = Game(random.choice(WORDS), player=PlayerFixedOrder(DICT_LETTERS_IN_ORDER))\n",
+ " g.play_game()\n",
+ " if g.game_won:\n",
+ " wins += 1\n",
+ "print(wins)"
+ ],
+ "language": "python",
+ "metadata": {},
+ "outputs": [
+ {
+ "output_type": "stream",
+ "stream": "stdout",
+ "text": [
+ "451\n"
+ ]
+ }
+ ],
+ "prompt_number": 20
+ },
+ {
+ "cell_type": "code",
+ "collapsed": false,
+ "input": [
+ "class PlayerAdaptiveLength:\n",
+ " def __init__(self, words):\n",
+ " self.all_words = words\n",
+ " self.candidate_words = None\n",
+ " \n",
+ " def guess(self, discovered, missed, lives):\n",
+ " if not self.candidate_words:\n",
+ " self.set_ordered_letters(len(discovered))\n",
+ " guessed_letters = [l.lower() for l in discovered + missed if l in string.ascii_letters]\n",
+ " self.ordered_subtract(guessed_letters)\n",
+ " return self.ordered_letters[0]\n",
+ "\n",
+ " def ordered_subtract(self, to_remove):\n",
+ " for r in to_remove:\n",
+ " if r in self.ordered_letters:\n",
+ " ri = self.ordered_letters.index(r)\n",
+ " self.ordered_letters = self.ordered_letters[:ri] + self.ordered_letters[ri+1:]\n",
+ " \n",
+ " def set_ordered_letters(self, word_len):\n",
+ " self.candidate_words = [w for w in self.all_words if len(w) == word_len]\n",
+ " counts = collections.Counter(l.lower() for l in ''.join(self.candidate_words) if l in string.ascii_letters)\n",
+ " self.ordered_letters = [p[0] for p in counts.most_common()]"
+ ],
+ "language": "python",
+ "metadata": {},
+ "outputs": [],
+ "prompt_number": 33
+ },
+ {
+ "cell_type": "code",
+ "collapsed": false,
+ "input": [
+ "wins = 0\n",
+ "for _ in range(1000):\n",
+ " g = Game(random.choice(WORDS), player=PlayerAdaptiveLength(WORDS))\n",
+ " g.play_game()\n",
+ " if g.game_won:\n",
+ " wins += 1\n",
+ "print(wins)"
+ ],
+ "language": "python",
+ "metadata": {},
+ "outputs": [
+ {
+ "output_type": "stream",
+ "stream": "stdout",
+ "text": [
+ "485\n"
+ ]
+ }
+ ],
+ "prompt_number": 34
+ },
+ {
+ "cell_type": "code",
+ "collapsed": false,
+ "input": [
+ "class PlayerAdaptiveIncludedLetters:\n",
+ " def __init__(self, words):\n",
+ " self.candidate_words = words\n",
+ " \n",
+ " def guess(self, discovered, missed, lives):\n",
+ " self.filter_candidate_words(discovered)\n",
+ " self.set_ordered_letters()\n",
+ " guessed_letters = [l.lower() for l in discovered + missed if l in string.ascii_letters]\n",
+ " self.ordered_subtract(guessed_letters)\n",
+ " return self.ordered_letters[0]\n",
+ "\n",
+ " def ordered_subtract(self, to_remove):\n",
+ " for r in to_remove:\n",
+ " if r in self.ordered_letters:\n",
+ " ri = self.ordered_letters.index(r)\n",
+ " self.ordered_letters = self.ordered_letters[:ri] + self.ordered_letters[ri+1:]\n",
+ " \n",
+ " def filter_candidate_words(self, discovered):\n",
+ " exp = re.compile('^' + ''.join(discovered).replace('_', '.') + '$')\n",
+ " self.candidate_words = [w for w in self.candidate_words if exp.match(w)]\n",
+ " \n",
+ " def set_ordered_letters(self):\n",
+ " counts = collections.Counter(l.lower() for l in ''.join(self.candidate_words) if l in string.ascii_letters)\n",
+ " self.ordered_letters = [p[0] for p in counts.most_common()]"
+ ],
+ "language": "python",
+ "metadata": {},
+ "outputs": [],
+ "prompt_number": 51
+ },
+ {
+ "cell_type": "code",
+ "collapsed": false,
+ "input": [
+ "wins = 0\n",
+ "for _ in range(1000):\n",
+ " g = Game(random.choice(WORDS), player=PlayerAdaptiveIncludedLetters(WORDS))\n",
+ " g.play_game()\n",
+ " if g.game_won:\n",
+ " wins += 1\n",
+ "print(wins)"
+ ],
+ "language": "python",
+ "metadata": {},
+ "outputs": [
+ {
+ "output_type": "stream",
+ "stream": "stdout",
+ "text": [
+ "985\n"
+ ]
+ }
+ ],
+ "prompt_number": 52
+ },
+ {
+ "cell_type": "code",
+ "collapsed": false,
+ "input": [
+ "re.match('^[^xaz]*$', 'happy')"
+ ],
+ "language": "python",
+ "metadata": {},
+ "outputs": [],
+ "prompt_number": 50
+ },
+ {
+ "cell_type": "code",
+ "collapsed": false,
+ "input": [
+ "class PlayerAdaptiveExcludedLetters:\n",
+ " def __init__(self, words):\n",
+ " self.candidate_words = words\n",
+ " \n",
+ " def guess(self, discovered, missed, lives):\n",
+ " self.filter_candidate_words(missed)\n",
+ " self.set_ordered_letters()\n",
+ " guessed_letters = [l.lower() for l in discovered + missed if l in string.ascii_letters]\n",
+ " self.ordered_subtract(guessed_letters)\n",
+ " return self.ordered_letters[0]\n",
+ "\n",
+ " def ordered_subtract(self, to_remove):\n",
+ " for r in to_remove:\n",
+ " if r in self.ordered_letters:\n",
+ " ri = self.ordered_letters.index(r)\n",
+ " self.ordered_letters = self.ordered_letters[:ri] + self.ordered_letters[ri+1:]\n",
+ " \n",
+ " def filter_candidate_words(self, missed):\n",
+ " if missed:\n",
+ " exp = re.compile('^[^' + ''.join(missed) + ']*$')\n",
+ " self.candidate_words = [w for w in self.candidate_words if exp.match(w)]\n",
+ " \n",
+ " def set_ordered_letters(self):\n",
+ " counts = collections.Counter(l.lower() for l in ''.join(self.candidate_words) if l in string.ascii_letters)\n",
+ " self.ordered_letters = [p[0] for p in counts.most_common()]"
+ ],
+ "language": "python",
+ "metadata": {},
+ "outputs": [],
+ "prompt_number": 62
+ },
+ {
+ "cell_type": "code",
+ "collapsed": false,
+ "input": [
+ "wins = 0\n",
+ "for _ in range(1000):\n",
+ " g = Game(random.choice(WORDS), player=PlayerAdaptiveExcludedLetters(WORDS))\n",
+ " g.play_game()\n",
+ " if g.game_won:\n",
+ " wins += 1\n",
+ "print(wins)"
+ ],
+ "language": "python",
+ "metadata": {},
+ "outputs": [
+ {
+ "output_type": "stream",
+ "stream": "stdout",
+ "text": [
+ "491\n"
+ ]
+ }
+ ],
+ "prompt_number": 63
+ },
+ {
+ "cell_type": "code",
+ "collapsed": false,
+ "input": [
+ "g.player.candidate_words"
+ ],
+ "language": "python",
+ "metadata": {},
+ "outputs": [
+ {
+ "metadata": {},
+ "output_type": "pyout",
+ "prompt_number": 59,
+ "text": [
+ "['a']"
+ ]
+ }
+ ],
+ "prompt_number": 59
+ },
+ {
+ "cell_type": "code",
+ "collapsed": false,
+ "input": [
+ "g.wrong_letters"
+ ],
+ "language": "python",
+ "metadata": {},
+ "outputs": [
+ {
+ "metadata": {},
+ "output_type": "pyout",
+ "prompt_number": 61,
+ "text": [
+ "['a']"
+ ]
+ }
+ ],
+ "prompt_number": 61
+ },
+ {
+ "cell_type": "code",
+ "collapsed": false,
+ "input": [
+ "class PlayerAdaptivePattern:\n",
+ " def __init__(self, words):\n",
+ " self.candidate_words = words\n",
+ " \n",
+ " def guess(self, discovered, missed, lives):\n",
+ " self.filter_candidate_words(discovered, missed)\n",
+ " self.set_ordered_letters()\n",
+ " guessed_letters = [l.lower() for l in discovered + missed if l in string.ascii_letters]\n",
+ " self.ordered_subtract(guessed_letters)\n",
+ " return self.ordered_letters[0]\n",
+ "\n",
+ " def ordered_subtract(self, to_remove):\n",
+ " for r in to_remove:\n",
+ " if r in self.ordered_letters:\n",
+ " ri = self.ordered_letters.index(r)\n",
+ " self.ordered_letters = self.ordered_letters[:ri] + self.ordered_letters[ri+1:]\n",
+ " \n",
+ " def filter_candidate_words(self, discovered, missed):\n",
+ " if missed:\n",
+ " exclusion_pattern = '(?!.*[' + ''.join(missed) + '])'\n",
+ " else:\n",
+ " exclusion_pattern = ''\n",
+ " exp = re.compile('^' + exclusion_pattern + ''.join(discovered).replace('_', '.') + '$')\n",
+ " self.candidate_words = [w for w in self.candidate_words if exp.match(w)]\n",
+ " \n",
+ " def set_ordered_letters(self):\n",
+ " counts = collections.Counter(l.lower() for l in ''.join(self.candidate_words) if l in string.ascii_letters)\n",
+ " self.ordered_letters = [p[0] for p in counts.most_common()]"
+ ],
+ "language": "python",
+ "metadata": {},
+ "outputs": [],
+ "prompt_number": 109
+ },
+ {
+ "cell_type": "code",
+ "collapsed": false,
+ "input": [
+ "def fcw(words, discovered, missed):\n",
+ " if missed:\n",
+ " exclusion_pattern = '(?!.*[' + ''.join(missed) + '])'\n",
+ " else:\n",
+ " exclusion_pattern = ''\n",
+ " exp = re.compile('^' + exclusion_pattern + ''.join(discovered).replace('_', '.') + '$')\n",
+ " return [w for w in words if exp.match(w)]"
+ ],
+ "language": "python",
+ "metadata": {},
+ "outputs": [],
+ "prompt_number": 97
+ },
+ {
+ "cell_type": "code",
+ "collapsed": false,
+ "input": [
+ "def fcwp(discovered, missed):\n",
+ " if missed:\n",
+ " exclusion_pattern = '(?!.*[' + ''.join(missed) + '])'\n",
+ " else:\n",
+ " exclusion_pattern = ''\n",
+ " return '^' + exclusion_pattern + ''.join(discovered).replace('_', '.') + '$'"
+ ],
+ "language": "python",
+ "metadata": {},
+ "outputs": [],
+ "prompt_number": 102
+ },
+ {
+ "cell_type": "code",
+ "collapsed": false,
+ "input": [
+ "fcwp(['h', '_', 'p', '_'], ['x', 'w'])"
+ ],
+ "language": "python",
+ "metadata": {},
+ "outputs": [
+ {
+ "metadata": {},
+ "output_type": "pyout",
+ "prompt_number": 103,
+ "text": [
+ "'^(?!.*[xw])h.p.$'"
+ ]
+ }
+ ],
+ "prompt_number": 103
+ },
+ {
+ "cell_type": "code",
+ "collapsed": false,
+ "input": [
+ "re.match('^(?!.*[xw])h.p.$', 'hwpe')"
+ ],
+ "language": "python",
+ "metadata": {},
+ "outputs": [],
+ "prompt_number": 101
+ },
+ {
+ "cell_type": "code",
+ "collapsed": false,
+ "input": [
+ "re.match('^(?!.*[xw])h.p.$', 'hape')"
+ ],
+ "language": "python",
+ "metadata": {},
+ "outputs": [
+ {
+ "metadata": {},
+ "output_type": "pyout",
+ "prompt_number": 104,
+ "text": [
+ "<_sre.SRE_Match object; span=(0, 4), match='hape'>"
+ ]
+ }
+ ],
+ "prompt_number": 104
+ },
+ {
+ "cell_type": "code",
+ "collapsed": false,
+ "input": [
+ "fcw(WORDS, ['h', '_', 'p', '_'], ['x', 'w', 's'])"
+ ],
+ "language": "python",
+ "metadata": {},
+ "outputs": [
+ {
+ "metadata": {},
+ "output_type": "pyout",
+ "prompt_number": 108,
+ "text": [
+ "['hope', 'hype', 'hypo']"
+ ]
+ }
+ ],
+ "prompt_number": 108
+ },
+ {
+ "cell_type": "code",
+ "collapsed": false,
+ "input": [
+ "wins = 0\n",
+ "for _ in range(1000):\n",
+ " g = Game(random.choice(WORDS), player=PlayerAdaptivePattern(WORDS))\n",
+ " g.play_game()\n",
+ " if g.game_won:\n",
+ " wins += 1\n",
+ "print(wins)"
+ ],
+ "language": "python",
+ "metadata": {},
+ "outputs": [
+ {
+ "output_type": "stream",
+ "stream": "stdout",
+ "text": [
+ "992\n"
+ ]
+ }
+ ],
+ "prompt_number": 110
+ },
+ {
+ "cell_type": "code",
+ "collapsed": false,
+ "input": [
+ "%%timeit\n",
+ "\n",
+ "wins = 0\n",
+ "for _ in range(1000):\n",
+ " g = Game(random.choice(WORDS), player=PlayerAdaptiveIncludedLetters(WORDS))\n",
+ " g.play_game()\n",
+ " if g.game_won:\n",
+ " wins += 1\n",
+ "print(wins)"
+ ],
+ "language": "python",
+ "metadata": {},
+ "outputs": [
+ {
+ "output_type": "stream",
+ "stream": "stdout",
+ "text": [
+ "984\n",
+ "979"
+ ]
+ },
+ {
+ "output_type": "stream",
+ "stream": "stdout",
+ "text": [
+ "\n",
+ "982"
+ ]
+ },
+ {
+ "output_type": "stream",
+ "stream": "stdout",
+ "text": [
+ "\n",
+ "979"
+ ]
+ },
+ {
+ "output_type": "stream",
+ "stream": "stdout",
+ "text": [
+ "\n",
+ "1 loops, best of 3: 52.9 s per loop\n"
+ ]
+ }
+ ],
+ "prompt_number": 111
+ },
+ {
+ "cell_type": "code",
+ "collapsed": false,
+ "input": [
+ "%%timeit\n",
+ "\n",
+ "wins = 0\n",
+ "for _ in range(1000):\n",
+ " g = Game(random.choice(WORDS), player=PlayerAdaptivePattern(WORDS))\n",
+ " g.play_game()\n",
+ " if g.game_won:\n",
+ " wins += 1\n",
+ "print(wins)"
+ ],
+ "language": "python",
+ "metadata": {},
+ "outputs": [
+ {
+ "output_type": "stream",
+ "stream": "stdout",
+ "text": [
+ "986\n",
+ "991"
+ ]
+ },
+ {
+ "output_type": "stream",
+ "stream": "stdout",
+ "text": [
+ "\n",
+ "989"
+ ]
+ },
+ {
+ "output_type": "stream",
+ "stream": "stdout",
+ "text": [
+ "\n",
+ "989"
+ ]
+ },
+ {
+ "output_type": "stream",
+ "stream": "stdout",
+ "text": [
+ "\n",
+ "1 loops, best of 3: 44.7 s per loop\n"
+ ]
+ }
+ ],
+ "prompt_number": 112
+ },
+ {
+ "cell_type": "code",
+ "collapsed": false,
+ "input": [
+ "class PlayerAdaptive:\n",
+ " def __init__(self, words):\n",
+ " self.candidate_words = words\n",
+ " \n",
+ " def guess(self, discovered, missed, lives):\n",
+ " self.filter_candidate_words(discovered, missed)\n",
+ " self.set_ordered_letters()\n",
+ " guessed_letters = [l.lower() for l in discovered + missed if l in string.ascii_letters]\n",
+ " self.ordered_subtract(guessed_letters)\n",
+ " return self.ordered_letters[0]\n",
+ "\n",
+ " def ordered_subtract(self, to_remove):\n",
+ " for r in to_remove:\n",
+ " if r in self.ordered_letters:\n",
+ " ri = self.ordered_letters.index(r)\n",
+ " self.ordered_letters = self.ordered_letters[:ri] + self.ordered_letters[ri+1:]\n",
+ " \n",
+ " def filter_candidate_words(self, discovered, missed):\n",
+ " pass\n",
+ " \n",
+ " def set_ordered_letters(self):\n",
+ " counts = collections.Counter(l.lower() \n",
+ " for l in ''.join(self.candidate_words) + string.ascii_lowercase \n",
+ " if l in string.ascii_letters)\n",
+ " self.ordered_letters = [p[0] for p in counts.most_common()]"
+ ],
+ "language": "python",
+ "metadata": {},
+ "outputs": [],
+ "prompt_number": 174
+ },
+ {
+ "cell_type": "code",
+ "collapsed": false,
+ "input": [
+ "class PlayerAdaptiveLength(PlayerAdaptive):\n",
+ " def __init__(self, words):\n",
+ " super().__init__(words)\n",
+ " self.word_len = None\n",
+ " self.ordered_letters = None\n",
+ " \n",
+ " def filter_candidate_words(self, discovered, missed):\n",
+ " if not self.word_len:\n",
+ " self.word_len = len(discovered)\n",
+ " self.candidate_words = [w for w in self.candidate_words if len(w) == self.word_len]\n",
+ " \n",
+ " def set_ordered_letters(self):\n",
+ " if not self.ordered_letters:\n",
+ " super().set_ordered_letters()"
+ ],
+ "language": "python",
+ "metadata": {},
+ "outputs": [],
+ "prompt_number": 175
+ },
+ {
+ "cell_type": "code",
+ "collapsed": false,
+ "input": [
+ "class PlayerAdaptiveIncludedLetters(PlayerAdaptive):\n",
+ " def filter_candidate_words(self, discovered, missed):\n",
+ " exp = re.compile('^' + ''.join(discovered).replace('_', '.') + '$')\n",
+ " self.candidate_words = [w for w in self.candidate_words if exp.match(w)]"
+ ],
+ "language": "python",
+ "metadata": {},
+ "outputs": [],
+ "prompt_number": 176
+ },
+ {
+ "cell_type": "code",
+ "collapsed": false,
+ "input": [
+ "class PlayerAdaptiveExcludedLetters(PlayerAdaptive):\n",
+ " def filter_candidate_words(self, discovered, missed):\n",
+ " if missed:\n",
+ " exp = re.compile('^[^' + ''.join(missed) + ']*$')\n",
+ " self.candidate_words = [w for w in self.candidate_words if exp.match(w)] "
+ ],
+ "language": "python",
+ "metadata": {},
+ "outputs": [],
+ "prompt_number": 177
+ },
+ {
+ "cell_type": "code",
+ "collapsed": false,
+ "input": [
+ "class PlayerAdaptivePatternNegLookahead(PlayerAdaptive):\n",
+ " def filter_candidate_words(self, discovered, missed):\n",
+ " if missed:\n",
+ " exclusion_pattern = '(?!.*[' + ''.join(missed) + '])'\n",
+ " else:\n",
+ " exclusion_pattern = ''\n",
+ " exp = re.compile('^' + exclusion_pattern + ''.join(discovered).replace('_', '.') + '$')\n",
+ " self.candidate_words = [w for w in self.candidate_words if exp.match(w)]"
+ ],
+ "language": "python",
+ "metadata": {},
+ "outputs": [],
+ "prompt_number": 195
+ },
+ {
+ "cell_type": "code",
+ "collapsed": false,
+ "input": [
+ "class PlayerAdaptivePattern(PlayerAdaptive):\n",
+ " def filter_candidate_words(self, discovered, missed):\n",
+ " attempted_letters = [l for l in discovered if l != '_'] + missed\n",
+ " if attempted_letters:\n",
+ " exclusion_pattern = '[^' + ''.join(attempted_letters) + ']'\n",
+ " else:\n",
+ " exclusion_pattern = '.'\n",
+ " exp = re.compile('^' + ''.join(discovered).replace('_', exclusion_pattern) + '$')\n",
+ " self.candidate_words = [w for w in self.candidate_words if exp.match(w)]"
+ ],
+ "language": "python",
+ "metadata": {},
+ "outputs": [],
+ "prompt_number": 196
+ },
+ {
+ "cell_type": "code",
+ "collapsed": false,
+ "input": [
+ "%%timeit\n",
+ "\n",
+ "wins = 0\n",
+ "for _ in range(1000):\n",
+ " g = Game(random.choice(WORDS), player=PlayerAdaptiveLength(WORDS))\n",
+ " g.play_game()\n",
+ " if g.game_won:\n",
+ " wins += 1\n",
+ "print(wins)"
+ ],
+ "language": "python",
+ "metadata": {},
+ "outputs": [
+ {
+ "output_type": "stream",
+ "stream": "stdout",
+ "text": [
+ "453\n",
+ "494"
+ ]
+ },
+ {
+ "output_type": "stream",
+ "stream": "stdout",
+ "text": [
+ "\n",
+ "505"
+ ]
+ },
+ {
+ "output_type": "stream",
+ "stream": "stdout",
+ "text": [
+ "\n",
+ "477"
+ ]
+ },
+ {
+ "output_type": "stream",
+ "stream": "stdout",
+ "text": [
+ "\n",
+ "1 loops, best of 3: 24.3 s per loop\n"
+ ]
+ }
+ ],
+ "prompt_number": 179
+ },
+ {
+ "cell_type": "code",
+ "collapsed": false,
+ "input": [
+ "%%timeit\n",
+ "\n",
+ "wins = 0\n",
+ "for _ in range(1000):\n",
+ " g = Game(random.choice(WORDS), player=PlayerAdaptiveIncludedLetters(WORDS))\n",
+ " g.play_game()\n",
+ " if g.game_won:\n",
+ " wins += 1\n",
+ "print(wins)"
+ ],
+ "language": "python",
+ "metadata": {},
+ "outputs": [
+ {
+ "output_type": "stream",
+ "stream": "stdout",
+ "text": [
+ "984\n",
+ "983"
+ ]
+ },
+ {
+ "output_type": "stream",
+ "stream": "stdout",
+ "text": [
+ "\n",
+ "985"
+ ]
+ },
+ {
+ "output_type": "stream",
+ "stream": "stdout",
+ "text": [
+ "\n",
+ "982"
+ ]
+ },
+ {
+ "output_type": "stream",
+ "stream": "stdout",
+ "text": [
+ "\n",
+ "1 loops, best of 3: 52.9 s per loop\n"
+ ]
+ }
+ ],
+ "prompt_number": 180
+ },
+ {
+ "cell_type": "code",
+ "collapsed": false,
+ "input": [
+ "%%timeit\n",
+ "\n",
+ "wins = 0\n",
+ "for _ in range(1000):\n",
+ " g = Game(random.choice(WORDS), player=PlayerAdaptiveExcludedLetters(WORDS))\n",
+ " g.play_game()\n",
+ " if g.game_won:\n",
+ " wins += 1\n",
+ "print(wins)"
+ ],
+ "language": "python",
+ "metadata": {},
+ "outputs": [
+ {
+ "output_type": "stream",
+ "stream": "stdout",
+ "text": [
+ "535\n",
+ "509"
+ ]
+ },
+ {
+ "output_type": "stream",
+ "stream": "stdout",
+ "text": [
+ "\n",
+ "519"
+ ]
+ },
+ {
+ "output_type": "stream",
+ "stream": "stdout",
+ "text": [
+ "\n",
+ "507"
+ ]
+ },
+ {
+ "output_type": "stream",
+ "stream": "stdout",
+ "text": [
+ "\n",
+ "1 loops, best of 3: 11min 14s per loop\n"
+ ]
+ }
+ ],
+ "prompt_number": 181
+ },
+ {
+ "cell_type": "code",
+ "collapsed": false,
+ "input": [
+ "%%timeit\n",
+ "\n",
+ "wins = 0\n",
+ "for _ in range(1000):\n",
+ " g = Game(random.choice(WORDS), player=PlayerAdaptivePattern(WORDS))\n",
+ " g.play_game()\n",
+ " if g.game_won:\n",
+ " wins += 1\n",
+ "print(wins)"
+ ],
+ "language": "python",
+ "metadata": {},
+ "outputs": [
+ {
+ "output_type": "stream",
+ "stream": "stdout",
+ "text": [
+ "993\n",
+ "990"
+ ]
+ },
+ {
+ "output_type": "stream",
+ "stream": "stdout",
+ "text": [
+ "\n",
+ "992"
+ ]
+ },
+ {
+ "output_type": "stream",
+ "stream": "stdout",
+ "text": [
+ "\n",
+ "994"
+ ]
+ },
+ {
+ "output_type": "stream",
+ "stream": "stdout",
+ "text": [
+ "\n",
+ "1 loops, best of 3: 44.1 s per loop\n"
+ ]
+ }
+ ],
+ "prompt_number": 197
+ },
+ {
+ "cell_type": "code",
+ "collapsed": false,
+ "input": [
+ "%%timeit\n",
+ "\n",
+ "wins = 0\n",
+ "for _ in range(1000):\n",
+ " g = Game(random.choice(WORDS), player=PlayerAdaptivePatternNegLookahead(WORDS))\n",
+ " g.play_game()\n",
+ " if g.game_won:\n",
+ " wins += 1\n",
+ "print(wins)"
+ ],
+ "language": "python",
+ "metadata": {},
+ "outputs": [
+ {
+ "output_type": "stream",
+ "stream": "stdout",
+ "text": [
+ "989\n",
+ "993"
+ ]
+ },
+ {
+ "output_type": "stream",
+ "stream": "stdout",
+ "text": [
+ "\n",
+ "994"
+ ]
+ },
+ {
+ "output_type": "stream",
+ "stream": "stdout",
+ "text": [
+ "\n",
+ "993"
+ ]
+ },
+ {
+ "output_type": "stream",
+ "stream": "stdout",
+ "text": [
+ "\n",
+ "1 loops, best of 3: 46 s per loop\n"
+ ]
+ }
+ ],
+ "prompt_number": 198
+ },
+ {
+ "cell_type": "code",
+ "collapsed": false,
+ "input": [
+ "for _ in range(1000):\n",
+ " g = Game(random.choice(WORDS), player=PlayerAdaptivePattern(WORDS))\n",
+ " g.play_game()\n",
+ " if not g.game_won:\n",
+ " print(g.target, g.discovered, g.wrong_letters)"
+ ],
+ "language": "python",
+ "metadata": {},
+ "outputs": [
+ {
+ "output_type": "stream",
+ "stream": "stdout",
+ "text": [
+ "rutted ['_', 'u', 't', 't', 'e', 'd'] ['a', 'o', 'i', 'l', 's', 'g', 'b', 'j', 'n', 'p']\n",
+ "cur"
+ ]
+ },
+ {
+ "output_type": "stream",
+ "stream": "stdout",
+ "text": [
+ " ['_', 'u', '_'] ['a', 'o', 'e', 'i', 'b', 'g', 'n', 'm', 'p', 't']\n",
+ "wiles"
+ ]
+ },
+ {
+ "output_type": "stream",
+ "stream": "stdout",
+ "text": [
+ " ['_', 'i', '_', 'e', 's'] ['a', 'm', 'n', 'v', 't', 'r', 'k', 'f', 'p', 'd']\n",
+ "oak"
+ ]
+ },
+ {
+ "output_type": "stream",
+ "stream": "stdout",
+ "text": [
+ " ['_', 'a', '_'] ['t', 'p', 'g', 'w', 'd', 'y', 'r', 'm', 'b', 's']\n"
+ ]
+ }
+ ],
+ "prompt_number": 217
+ },
+ {
+ "cell_type": "code",
+ "collapsed": false,
+ "input": [],
+ "language": "python",
+ "metadata": {},
+ "outputs": []
+ }
+ ],
+ "metadata": {}
+ }
+ ]
+}
\ No newline at end of file
projects / cas-master-teacher-training.git / blobdiff