def _init_experts(self):
self.keyword = KeyWordsExpert(self.blackboard)
self.keyword.get_keyphrases()
###generating experts ###
print "Words generating experts..."
self.word_generating_experts = []
self.word_generating_experts.append(self.keyword)
self.word_generating_experts.append(
WordNetExpert.WordNetExpert(self.blackboard))
self.word_generating_experts.append(
EmotionExpert.EmotionExpert(self.blackboard))
self.word_generating_experts.append(
CollocationExpert.CollocationExpert(self.blackboard))
### Poem making experts... ###
print "Poem making experts..."
self.poem_making_experts = []
self.poem_making_experts.append(self.keyword)
self.poem_making_experts.append(
EpithetExpert.EpithetExpert(self.blackboard))
self.poem_making_experts.append(
ApostropheExpert.ApostropheExpert(self.blackboard))
self.poem_making_experts.append(
SentenceExpert.SentenceExpert(self.blackboard,
self.blackboard.tense,
self.blackboard.person))
self.poem_making_experts.append(
ComparisonExpert.ComparisonExpert(self.blackboard))
self.poem_making_experts.append(
ExclamationExpert.ExclamationExpert(self.blackboard))
# self.poem_making_experts.append(NGramExpert.NGramExpert(self.blackboard))
self.poem_making_experts.append(
RepetitionExpert.RepetitionExpert(self.blackboard))
self.poem_making_experts.append(
OverflowExpert.OverflowExpert(self.blackboard))
self.poem_making_experts.append(
RhetoricalExpert.RhetoricalExpert(self.blackboard))
self.poem_making_experts.append(
MetaphoreExpert.MetaphoreExpert(self.blackboard))
self.poem_making_experts.append(
OxymoronExpert.OxymoronExpert(self.blackboard))
# self.anaphora = AnaphoraExpert.AnaphoraExpert(self.blackboard)
# self.epiphora = EpiphoraExpert.EpiphoraExpert(self.blackboard)
print "Control experts..."
self.syllables = SyllablesExpert.SyllablesExpert(self.blackboard)
self.diversity = DiversityExpert.DiversityExpert(self.blackboard)
self.rhymes = RhymesExpert.RhymesExpert(self.blackboard)
self.emotion = EmotionExpert.EmotionExpert(self.blackboard)
def _init_experts(self):
self.keyword = KeyWordsExpert(self.blackboard)
self.keyword.get_keyphrases()
###generating experts ###
print "Words generating experts..."
self.word_generating_experts = []
self.word_generating_experts.append(self.keyword)
self.word_generating_experts.append(WordNetExpert.WordNetExpert(self.blackboard))
self.word_generating_experts.append(EmotionExpert.EmotionExpert(self.blackboard))
self.word_generating_experts.append(CollocationExpert.CollocationExpert(self.blackboard))
### Poem making experts... ###
print "Poem making experts..."
self.poem_making_experts = []
self.poem_making_experts.append(self.keyword)
self.poem_making_experts.append(EpithetExpert.EpithetExpert(self.blackboard))
self.poem_making_experts.append(ApostropheExpert.ApostropheExpert(self.blackboard))
self.poem_making_experts.append(SentenceExpert.SentenceExpert(self.blackboard, self.blackboard.tense, self.blackboard.person))
self.poem_making_experts.append(ComparisonExpert.ComparisonExpert(self.blackboard))
self.poem_making_experts.append(ExclamationExpert.ExclamationExpert(self.blackboard))
# self.poem_making_experts.append(NGramExpert.NGramExpert(self.blackboard))
self.poem_making_experts.append(RepetitionExpert.RepetitionExpert(self.blackboard))
self.poem_making_experts.append(OverflowExpert.OverflowExpert(self.blackboard))
self.poem_making_experts.append(RhetoricalExpert.RhetoricalExpert(self.blackboard))
self.poem_making_experts.append(MetaphoreExpert.MetaphoreExpert(self.blackboard))
self.poem_making_experts.append(OxymoronExpert.OxymoronExpert(self.blackboard))
# self.anaphora = AnaphoraExpert.AnaphoraExpert(self.blackboard)
# self.epiphora = EpiphoraExpert.EpiphoraExpert(self.blackboard)
print "Control experts..."
self.syllables = SyllablesExpert.SyllablesExpert(self.blackboard)
self.diversity = DiversityExpert.DiversityExpert(self.blackboard)
self.rhymes = RhymesExpert.RhymesExpert(self.blackboard)
self.emotion = EmotionExpert.EmotionExpert(self.blackboard)
class ControlComponent(object):
"""Control of experts priorities and actions, ending process"""
def __init__(self, blackboard=None):
logging.basicConfig(filename='poem.log', level=logging.INFO)
#text_nr = randint(0,8)
text_file = text_dir + ".txt"
print "Making blackboard..."
self.blackboard = Blackboard(text_file, [8, 8, 8, 8, 0, 8, 8, 8, 8])
print self.blackboard.text
logging.info(self.blackboard.text)
def _init_experts(self):
self.keyword = KeyWordsExpert(self.blackboard)
self.keyword.get_keyphrases()
###generating experts ###
print "Words generating experts..."
self.word_generating_experts = []
self.word_generating_experts.append(self.keyword)
self.word_generating_experts.append(
WordNetExpert.WordNetExpert(self.blackboard))
self.word_generating_experts.append(
EmotionExpert.EmotionExpert(self.blackboard))
self.word_generating_experts.append(
CollocationExpert.CollocationExpert(self.blackboard))
### Poem making experts... ###
print "Poem making experts..."
self.poem_making_experts = []
self.poem_making_experts.append(self.keyword)
self.poem_making_experts.append(
EpithetExpert.EpithetExpert(self.blackboard))
self.poem_making_experts.append(
ApostropheExpert.ApostropheExpert(self.blackboard))
self.poem_making_experts.append(
SentenceExpert.SentenceExpert(self.blackboard,
self.blackboard.tense,
self.blackboard.person))
self.poem_making_experts.append(
ComparisonExpert.ComparisonExpert(self.blackboard))
self.poem_making_experts.append(
ExclamationExpert.ExclamationExpert(self.blackboard))
# self.poem_making_experts.append(NGramExpert.NGramExpert(self.blackboard))
self.poem_making_experts.append(
RepetitionExpert.RepetitionExpert(self.blackboard))
self.poem_making_experts.append(
OverflowExpert.OverflowExpert(self.blackboard))
self.poem_making_experts.append(
RhetoricalExpert.RhetoricalExpert(self.blackboard))
self.poem_making_experts.append(
MetaphoreExpert.MetaphoreExpert(self.blackboard))
self.poem_making_experts.append(
OxymoronExpert.OxymoronExpert(self.blackboard))
# self.anaphora = AnaphoraExpert.AnaphoraExpert(self.blackboard)
# self.epiphora = EpiphoraExpert.EpiphoraExpert(self.blackboard)
print "Control experts..."
self.syllables = SyllablesExpert.SyllablesExpert(self.blackboard)
self.diversity = DiversityExpert.DiversityExpert(self.blackboard)
self.rhymes = RhymesExpert.RhymesExpert(self.blackboard)
self.emotion = EmotionExpert.EmotionExpert(self.blackboard)
def _evaluate_pools_inspiration(self):
### estimating words for pool... ###
for pool in self.blackboard.pool_of_ideas.values():
print
print pool.title
### estimating pool of words ###
print "Estimating words..."
for wg_e in self.word_generating_experts:
try:
inspirations = wg_e.estimate_ideas_size(pool)
pool.inspiration += inspirations
except:
print "Error: couldn't estimate words by expert: ", wg_e.name
### select best pool... ###
print "Evaluation expert..."
self.evaluation = EvaluationExpert.EvaluationExpert(self.blackboard)
pool = self.evaluation.select_pool()
print "Generating poem for title: ", pool.title
self.blackboard.pool = PoolOfIdeas(pool.title,
self.blackboard.syllables,
pool.sentences)
def _generate_pool(self):
### generate words... ###
for wg_e in self.word_generating_experts:
try:
wg_e.generate_words(self.blackboard.pool)
except:
print "Error: couldn't generate words by expert: ", wg_e.name
print self.blackboard.pool
logging.info(self.blackboard.pool)
### generating phrases... ###
if len(self.blackboard.pool.nouns) > 0:
for line in range(len(self.blackboard.syllables)):
if line > 0:
### making phrases ###
print "Making phrases for line " + str(line)
# if len(self.blackboard.pool.next_line)>0:
# self.blackboard.pool.poem.append(self.blackboard.pool.next_line)
# else:
# self.anaphora.add_anaphora(self.blackboard.pool)
# self.epiphora.add_epiphora(self.blackboard.pool)
for i in range(5):
for e in self.poem_making_experts:
try:
e.add_phrase(self.blackboard.pool)
except:
print "Warning - couldn't add phrase by expert: ", e.name
logging.info(self.blackboard.pool.phrases_dict)
logging.info(
"Number of phrases: " +
str(len(self.blackboard.pool.phrases_dict)))
### selection...###
self.rhymes.select_phrases(self.blackboard.pool, line)
logging.info("Rhymes selection: " +
str(len(self.blackboard.pool.phrases_dict)))
logging.info(self.blackboard.pool.phrases_dict)
self.syllables.select_phrases(self.blackboard.pool, line)
logging.info("Syllables selection: " +
str(len(self.blackboard.pool.phrases_dict)))
logging.info(self.blackboard.pool.phrases_dict)
self.emotion.select_phrases(self.blackboard.pool, line)
logging.info("Emotion selection: " +
str(len(self.blackboard.pool.phrases_dict)))
logging.info(self.blackboard.pool.phrases_dict)
poem_line = self.diversity.select_phrase(
self.blackboard.pool.phrases_dict)
self.blackboard.pool.poem.append(poem_line)
### cleaning... ###
self.blackboard.pool.phrases = self.blackboard.pool.next_line #overflow sentences
self.blackboard.pool.next_line = []
self.blackboard.pool.ngram_seed = []
self.blackboard.pool.phrases_dict = []
elif line == 0:
self.blackboard.pool.poem.append([])
def make_poem(self):
self._init_experts()
self._evaluate_pools_inspiration()
self._generate_pool()
poem = self.blackboard.pool.str_poem()
logging.info(self.blackboard.pool.print_experts())
print poem
logging.info(poem)
print
class ControlComponent(object):
"""Control of experts priorities and actions, ending process"""
def __init__(self, blackboard = None):
logging.basicConfig(filename='poem.log',level=logging.INFO)
#text_nr = randint(0,8)
text_file = text_dir+".txt"
print "Making blackboard..."
self.blackboard = Blackboard(text_file,[8,8,8,8,0,8,8,8,8])
print self.blackboard.text
logging.info(self.blackboard.text)
def _init_experts(self):
self.keyword = KeyWordsExpert(self.blackboard)
self.keyword.get_keyphrases()
###generating experts ###
print "Words generating experts..."
self.word_generating_experts = []
self.word_generating_experts.append(self.keyword)
self.word_generating_experts.append(WordNetExpert.WordNetExpert(self.blackboard))
self.word_generating_experts.append(EmotionExpert.EmotionExpert(self.blackboard))
self.word_generating_experts.append(CollocationExpert.CollocationExpert(self.blackboard))
### Poem making experts... ###
print "Poem making experts..."
self.poem_making_experts = []
self.poem_making_experts.append(self.keyword)
self.poem_making_experts.append(EpithetExpert.EpithetExpert(self.blackboard))
self.poem_making_experts.append(ApostropheExpert.ApostropheExpert(self.blackboard))
self.poem_making_experts.append(SentenceExpert.SentenceExpert(self.blackboard, self.blackboard.tense, self.blackboard.person))
self.poem_making_experts.append(ComparisonExpert.ComparisonExpert(self.blackboard))
self.poem_making_experts.append(ExclamationExpert.ExclamationExpert(self.blackboard))
# self.poem_making_experts.append(NGramExpert.NGramExpert(self.blackboard))
self.poem_making_experts.append(RepetitionExpert.RepetitionExpert(self.blackboard))
self.poem_making_experts.append(OverflowExpert.OverflowExpert(self.blackboard))
self.poem_making_experts.append(RhetoricalExpert.RhetoricalExpert(self.blackboard))
self.poem_making_experts.append(MetaphoreExpert.MetaphoreExpert(self.blackboard))
self.poem_making_experts.append(OxymoronExpert.OxymoronExpert(self.blackboard))
# self.anaphora = AnaphoraExpert.AnaphoraExpert(self.blackboard)
# self.epiphora = EpiphoraExpert.EpiphoraExpert(self.blackboard)
print "Control experts..."
self.syllables = SyllablesExpert.SyllablesExpert(self.blackboard)
self.diversity = DiversityExpert.DiversityExpert(self.blackboard)
self.rhymes = RhymesExpert.RhymesExpert(self.blackboard)
self.emotion = EmotionExpert.EmotionExpert(self.blackboard)
def _evaluate_pools_inspiration(self):
### estimating words for pool... ###
for pool in self.blackboard.pool_of_ideas.values():
print
print pool.title
### estimating pool of words ###
print "Estimating words..."
for wg_e in self.word_generating_experts:
try:
inspirations = wg_e.estimate_ideas_size(pool)
pool.inspiration += inspirations
except:
print "Error: couldn't estimate words by expert: ", wg_e.name
### select best pool... ###
print "Evaluation expert..."
self.evaluation = EvaluationExpert.EvaluationExpert(self.blackboard)
pool = self.evaluation.select_pool()
print "Generating poem for title: ", pool.title
self.blackboard.pool = PoolOfIdeas(pool.title,self.blackboard.syllables, pool.sentences)
def _generate_pool(self):
### generate words... ###
for wg_e in self.word_generating_experts:
try:
wg_e.generate_words(self.blackboard.pool)
except:
print "Error: couldn't generate words by expert: ", wg_e.name
print self.blackboard.pool
logging.info(self.blackboard.pool)
### generating phrases... ###
if len(self.blackboard.pool.nouns)>0:
for line in range(len(self.blackboard.syllables)):
if line > 0:
### making phrases ###
print "Making phrases for line "+str(line)
# if len(self.blackboard.pool.next_line)>0:
# self.blackboard.pool.poem.append(self.blackboard.pool.next_line)
# else:
# self.anaphora.add_anaphora(self.blackboard.pool)
# self.epiphora.add_epiphora(self.blackboard.pool)
for i in range(5):
for e in self.poem_making_experts:
try:
e.add_phrase(self.blackboard.pool)
except:
print "Warning - couldn't add phrase by expert: ", e.name
logging.info(self.blackboard.pool.phrases_dict)
logging.info("Number of phrases: "+str(len(self.blackboard.pool.phrases_dict)))
### selection...###
self.rhymes.select_phrases(self.blackboard.pool, line)
logging.info("Rhymes selection: "+str(len(self.blackboard.pool.phrases_dict)) )
logging.info( self.blackboard.pool.phrases_dict)
self.syllables.select_phrases(self.blackboard.pool, line)
logging.info("Syllables selection: "+str(len(self.blackboard.pool.phrases_dict) ))
logging.info( self.blackboard.pool.phrases_dict)
self.emotion.select_phrases(self.blackboard.pool, line)
logging.info("Emotion selection: "+str(len(self.blackboard.pool.phrases_dict)) )
logging.info( self.blackboard.pool.phrases_dict)
poem_line = self.diversity.select_phrase(self.blackboard.pool.phrases_dict)
self.blackboard.pool.poem.append(poem_line)
### cleaning... ###
self.blackboard.pool.phrases = self.blackboard.pool.next_line #overflow sentences
self.blackboard.pool.next_line = []
self.blackboard.pool.ngram_seed = []
self.blackboard.pool.phrases_dict = []
elif line == 0:
self.blackboard.pool.poem.append([])
def make_poem(self):
self._init_experts()
self._evaluate_pools_inspiration()
self._generate_pool()
poem = self.blackboard.pool.str_poem()
logging.info(self.blackboard.pool.print_experts())
print poem
logging.info(poem)
print
