+++ /dev/null
-{
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- "worksheets": [
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- "cells": [
- {
- "cell_type": "code",
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- "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": 3
- },
- {
- "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",
- " return [p for p, l in enumerate(self.target) if l == letter]\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",
- " 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",
- " return [l for l in self.ordered_letters if l not in guessed_letters][0]"
- ],
- "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": [
- "%%timeit\n",
- "\n",
- "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)"
- ],
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- " g = Game(random.choice(WORDS), player=PlayerFreqOrdered())\n",
- " g.play_game()\n",
- " if g.game_won:\n",
- " wins += 1\n",
- "print(wins)"
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- "stream": "stdout",
- "text": [
- "\n",
- "6"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "\n",
- "4"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "\n",
- "6"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "\n",
- "3"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "\n",
- "7"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "\n",
- "7"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "\n",
- "10"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "\n",
- "11"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "\n",
- "6"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "\n",
- "4"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "\n",
- "10 loops, best of 3: 74.6 ms per loop\n"
- ]
- }
- ],
- "prompt_number": 57
- },
- {
- "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": 11
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "DICT_COUNTS"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [
- {
- "metadata": {},
- "output_type": "pyout",
- "prompt_number": 12,
- "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": 12
- },
- {
- "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": 13
- },
- {
- "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": [
- "440\n"
- ]
- }
- ],
- "prompt_number": 14
- },
- {
- "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",
- " return [l for l in self.ordered_letters if l not in guessed_letters][0]\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": [
- "474\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",
- " return [l for l in self.ordered_letters if l not in guessed_letters][0]\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": 35
- },
- {
- "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": [
- "982\n"
- ]
- }
- ],
- "prompt_number": 36
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "re.match('^[^xaz]*$', 'happy')"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 37
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "class PlayerAdaptiveExcludedLetters:\n",
- " def __init__(self, words):\n",
- " self.candidate_words = words\n",
- " \n",
- " def guess(self, discovered, missed, lives):\n",
- " self.filter_candidate_words(missed)\n",
- " self.set_ordered_letters()\n",
- " guessed_letters = [l.lower() for l in discovered + missed if l in string.ascii_letters]\n",
- " return [l for l in self.ordered_letters if l not in guessed_letters][0]\n",
- " \n",
- " def filter_candidate_words(self, missed):\n",
- " if missed:\n",
- " exp = re.compile('^[^' + ''.join(missed) + ']*$')\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": 38
- },
- {
- "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": [
- "502\n"
- ]
- }
- ],
- "prompt_number": 39
- },
- {
- "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",
- " return [l for l in self.ordered_letters if l not in guessed_letters][0]\n",
- " \n",
- " def filter_candidate_words(self, discovered, missed):\n",
- " attempted_letters = list(set(l.lower() for l in discovered + missed if l in string.ascii_letters))\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)]\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()]\n"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 40
- },
- {
- "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": [
- "993\n"
- ]
- }
- ],
- "prompt_number": 41
- },
- {
- "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": [
- "994\n",
- "993"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "\n",
- "987"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "\n",
- "993"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "\n",
- "1 loops, best of 3: 30.6 s per loop\n"
- ]
- }
- ],
- "prompt_number": 42
- },
- {
- "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",
- " return [l for l in self.ordered_letters if l not in guessed_letters][0]\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": 43
- },
- {
- "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": 44
- },
- {
- "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": 45
- },
- {
- "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) + ']*$')\n",
- " self.candidate_words = [w for w in self.candidate_words if exp.match(w)] "
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 46
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "class PlayerAdaptivePattern(PlayerAdaptive):\n",
- " def filter_candidate_words(self, discovered, missed):\n",
- " attempted_letters = [l for l in discovered if l != '_'] + missed\n",
- " if attempted_letters:\n",
- " exclusion_pattern = '[^' + ''.join(attempted_letters) + ']'\n",
- " else:\n",
- " exclusion_pattern = '.'\n",
- " exp = re.compile('^' + ''.join(discovered).replace('_', exclusion_pattern) + '$')\n",
- " self.candidate_words = [w for w in self.candidate_words if exp.match(w)]"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 47
- },
- {
- "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": [
- "479\n",
- "455"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "\n",
- "460"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "\n",
- "498"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "\n",
- "1 loops, best of 3: 15.9 s per loop\n"
- ]
- }
- ],
- "prompt_number": 48
- },
- {
- "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": [
- "981\n",
- "983"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "\n",
- "980"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "\n",
- "980"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "\n",
- "1 loops, best of 3: 36.9 s per loop\n"
- ]
- }
- ],
- "prompt_number": 49
- },
- {
- "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": [
- "521\n",
- "484"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "\n",
- "491"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "\n",
- "518"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "\n",
- "1 loops, best of 3: 7min 18s per loop\n"
- ]
- }
- ],
- "prompt_number": 50
- },
- {
- "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": [
- "987\n",
- "988"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "\n",
- "996"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "\n",
- "995"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "\n",
- "1 loops, best of 3: 31.1 s per loop\n"
- ]
- }
- ],
- "prompt_number": 51
- },
- {
- "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": [
- "naked ['_', 'a', '_', 'e', 'd'] ['s', 'r', 'w', 'c', 't', 'g', 'l', 'f', 'p', 'm']\n",
- "wound"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- " ['_', 'o', 'u', 'n', 'd'] ['s', 'e', 'a', 'y', 'p', 'm', 'f', 'h', 'b', 'r']\n",
- "hut"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- " ['_', 'u', 't'] ['a', 'o', 'e', 'i', 'b', 'g', 'n', 'p', 'm', 'c']\n",
- "fucker"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- " ['_', 'u', '_', '_', 'e', 'r'] ['d', 's', 'i', 'a', 'o', 't', 'b', 'n', 'm', 'l']\n",
- "fox"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- " ['_', 'o', '_'] ['a', 't', 'b', 'd', 'w', 'p', 'n', 's', 'g', 'y']\n",
- "wills"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- " ['_', 'i', 'l', 'l', 's'] ['e', 'o', 'a', 'g', 'p', 'm', 'k', 'f', 'h', 'd']\n",
- "bunny"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- " ['_', 'u', 'n', 'n', 'y'] ['s', 'e', 'a', 'o', 'i', 'm', 'l', 'g', 'f', 't']\n",
- "curving"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- " ['c', 'u', '_', '_', 'i', 'n', 'g'] ['e', 'a', 'o', 'l', 's', 'f', 'p', 'b', 't', 'm']\n",
- "hoe"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- " ['_', 'o', '_'] ['a', 't', 'b', 'd', 'w', 'p', 'n', 's', 'g', 'y']\n",
- "butt"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- " ['_', 'u', '_', '_'] ['e', 's', 'o', 'a', 'i', 'l', 'f', 'r', 'n', 'm']\n",
- "mucked"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- " ['_', 'u', '_', '_', 'e', 'd'] ['a', 'o', 'i', 'l', 's', 't', 'f', 'p', 'g', 'b']\n",
- "flaw"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- " ['f', 'l', 'a', '_'] ['e', 's', 'o', 'r', 'y', 'g', 'k', 'x', 'p', 'n']\n"
- ]
- }
- ],
- "prompt_number": 52
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "iterations = 10000\n",
- "wins = 0\n",
- "for _ in range(iterations):\n",
- " g = Game(random.choice(WORDS), player=PlayerAdaptivePattern(WORDS))\n",
- " g.play_game()\n",
- " if g.game_won:\n",
- " wins += 1\n",
- "print(wins / iterations)"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "0.9936\n"
- ]
- }
- ],
- "prompt_number": 53
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "class PlayerAdaptiveNoRegex:\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",
- " return [l for l in self.ordered_letters if l not in guessed_letters][0]\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()]\n",
- "\n",
- " def match(self, pattern, target, excluded=None):\n",
- " if not excluded:\n",
- " excluded = ''\n",
- " if len(pattern) != len(target):\n",
- " return False\n",
- " for m, c in zip(pattern, target):\n",
- " if m == '_' and c not in excluded:\n",
- " # true\n",
- " pass\n",
- " elif m != '_' and m == c:\n",
- " # true\n",
- " pass\n",
- " else:\n",
- " return False\n",
- " return True "
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 59
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "class PlayerAdaptiveLengthNoRegex(PlayerAdaptiveNoRegex):\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": 60
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "class PlayerAdaptiveIncludedLettersNoRegex(PlayerAdaptiveNoRegex):\n",
- " def filter_candidate_words(self, discovered, missed):\n",
- " self.candidate_words = [w for w in self.candidate_words if self.match(discovered, w)]"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 61
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "class PlayerAdaptiveExcludedLettersNoRegex(PlayerAdaptiveNoRegex):\n",
- " def filter_candidate_words(self, discovered, missed):\n",
- " if missed:\n",
- " empty_target = '_' * len(discovered)\n",
- " self.candidate_words = [w for w in self.candidate_words if self.match(empty_target, w, missed)] "
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 66
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "class PlayerAdaptivePatternNoRegex(PlayerAdaptiveNoRegex):\n",
- " def filter_candidate_words(self, discovered, missed):\n",
- " attempted_letters = [l for l in discovered if l != '_'] + missed\n",
- " self.candidate_words = [w for w in self.candidate_words if self.match(discovered, w, attempted_letters)]"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 67
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "%%timeit\n",
- "\n",
- "wins = 0\n",
- "for _ in range(1000):\n",
- " g = Game(random.choice(WORDS), player=PlayerAdaptiveLengthNoRegex(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": [
- "471\n",
- "492"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "\n",
- "502"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "\n",
- "469"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "\n",
- "1 loops, best of 3: 16 s per loop\n"
- ]
- }
- ],
- "prompt_number": 69
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "%%timeit\n",
- "\n",
- "wins = 0\n",
- "for _ in range(1000):\n",
- " g = Game(random.choice(WORDS), player=PlayerAdaptiveIncludedLettersNoRegex(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": [
- "978\n",
- "979"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "\n",
- "983"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "\n",
- "979"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "\n",
- "1 loops, best of 3: 48 s per loop\n"
- ]
- }
- ],
- "prompt_number": 70
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "%%timeit\n",
- "\n",
- "wins = 0\n",
- "for _ in range(1000):\n",
- " g = Game(random.choice(WORDS), player=PlayerAdaptiveExcludedLettersNoRegex(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": [
- "582\n",
- "595"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "\n",
- "587"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "\n",
- "611"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "\n",
- "1 loops, best of 3: 4min 59s per loop\n"
- ]
- }
- ],
- "prompt_number": 71
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "%%timeit\n",
- "\n",
- "wins = 0\n",
- "for _ in range(1000):\n",
- " g = Game(random.choice(WORDS), player=PlayerAdaptivePatternNoRegex(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": [
- "991\n",
- "992"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "\n",
- "993"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "\n",
- "994"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "\n",
- "1 loops, best of 3: 37.9 s per loop\n"
- ]
- }
- ],
- "prompt_number": 72
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 72
- }
- ],
- "metadata": {}
- }
- ]
-}
\ No newline at end of file
projects / cas-master-teacher-training.git / blobdiff