Permalink
Switch branches/tags
Nothing to show
Find file
Fetching contributors…
Cannot retrieve contributors at this time
85 lines (63 sloc) 2.06 KB
#found here http://agiliq.com/blog/2009/06/generating-pseudo-random-text-with-markov-chains-u/
#11-2012
import random
import inspect
import re
def lineno():
"""Returns the current line number in our program."""
return str(inspect.currentframe().f_back.f_lineno)
class Markov(object):
def __init__(self, open_file):
self.cache = {}
self.open_file = open_file
self.words = self.file_to_words()
self.word_size = len(self.words)
self.database()
print lineno()+" __init__"
def file_to_words(self):
self.open_file.seek(0)
data = self.open_file.read()
words = data.split()
print lineno()+" file_t0_words"
return words
def triples(self):
""" Generates triples from the given data string. So if our string were
"What a lovely day", we'd generate (What, a, lovely) and then
(a, lovely, day).
"""
a = None
while a is False:
if len(self.words) < 3:
a = False
print lineno()+" TRIPLES."
for i in range(len(self.words) - 2):
yield (self.words[i], self.words[i+1], self.words[i+2])
def database(self):
for w1, w2, w3 in self.triples():
key = (w1, w2)
if key in self.cache:
self.cache[key].append(w3)
else:
self.cache[key] = [w3]
print lineno()+" DATABASE."
def generate_markov_text(self, par_len):
size = par_len
print lineno()+" begin markovgen.generate_markov_text"
seed = random.randint(0, self.word_size-3)
seed_word, next_word = self.words[seed], self.words[seed+1]
w1, w2 = seed_word, next_word
# print lineno()+" "+w1+" WTF!!!!!!!!!!!!!!!!!!"
# print lineno()+" "+seed_word
# print lineno()+" "+w2+" WTF!!!!!!!!!!!!!!!!!!"
# print lineno()+" "+next_word
gen_words = []
print lineno()+" GENERATE_MARKOV_TEXT"
try:
for i in xrange(size):
gen_words.append(w1)
w1, w2 = w2, random.choice(self.cache[(w1, w2)])
except KeyError:
return None
gen_words.append(w2)
print lineno()+" GENERATE_MARKOV_TEXT AFTER for i in xrange."
return ' '.join(gen_words)