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Text generator class. Analyzes and generates quotes of the random length.
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from collections import Counter | |
from random import randint | |
import sys | |
class TextGenerator: | |
text_file = 'example_bible.txt' | |
raw_data = None | |
word_map = None | |
words = None | |
steps = 30 | |
def __init__(self): | |
self.prepare_data() | |
self.analyze() | |
self.generate() | |
def prepare_data(self): | |
with open(self.text_file, 'r') as example: | |
self.raw_data=example.read().replace('\n', ' ').replace('.', ' . ').replace(',', ' , ').replace(';', ' ').replace(':', ' ') | |
example.close() | |
def analyze(self): | |
self.words = self.raw_data.split() | |
word_pairs = [[self.words[i],self.words[i+1]] for i in range(len(self.words)-1)] | |
self.word_map = dict() | |
for word in list(set(self.words)): | |
for pair in word_pairs: | |
if word == pair[0]: | |
self.word_map.setdefault(word, []).append(pair[1]) | |
self.word_map[word] = Counter(self.word_map[word]).most_common(11) | |
def generate(self, state = None): | |
self.steps -= 1 | |
if state is None: | |
state = self.words[randint(0, len(self.words))] | |
if self.word_map[state]: | |
next = self.word_map[state][randint(0, len(self.word_map[state])-1)] | |
sys.stdout.write(next+' ') | |
if self.steps > 0: | |
self.generate(next) | |
TextGenerator() |
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