def __init__(self, text):

self.source_text = text

self.title = self.create_gerund_title(text)

self.create_first_line()

self.create_abstract()

self.create_illustrations()

self.create_description()

def prefix(self):

prefixes = ["system", "method", "apparatus", "device"]

self.prefixes = [random.choice(prefixes)]

prefixes.remove(self.prefixes[0])

self.prefixes.append(random.choice(prefixes))

title = self.prefixes[0] + " and " + self.prefixes[1] + " for "

if random.random() < .2:

title = "web-based " + title

pre = "a "

if title[0] in 'aeiou':

pre = "an "

return pre + title

def create_gerund_title(self, text):

search_patterns = [

'VBG DT NN RB', 'VBG NNP * NP', 'VBG NNP * .',

'RB VBG NNP', 'VBG JJ NP', 'VBG * JJ * NP', 'VBG * JJ *',

'VBG * NN', 'VBG * JJ *? NP NP?', 'VBG * JJ? NP']

gerund_phrases = search.search_out(text, search_patterns[-1])

self.possible_titles = []

for title in gerund_phrases:

self.possible_titles.append(title)

self.partial_title = random.choice(self.possible_titles)

title = self.prefix() + self.partial_title

self.set_keywords(self.partial_title)

return title.capitalize()

def set_keywords(self, title):

words = tag(title)

self.nouns = [word[0] for word in words if word[1] == 'NN']

self.verbs = [word[0] for word in words if word[1] in ['VB', 'VBZ']]

self.adjectives = [word[0] for word in words if word[1] == 'JJ']

def create_first_line(self):

templates = ['{0} is provided.', '{0} is disclosed.', 'The present invention relates to {0}.']

self.first_line = random.choice(templates).format(self.title).capitalize()

def find_lines(self):

lines = search.search_out(self.source_text, '|'.join(self.nouns + self.verbs + self.adjectives))

print lines

def key_sentences(self):

words = set(search.hypernym_search(self.source_text, 'instrumentality'))

sents = tokenize(self.source_text)

pat = re.compile(' ' + '|'.join(words) + ' ')

sents = [s for s in sents if pat.search(s) != None]

pprint(sents)

pprint(words)

def sentence_walk(self):

output = []

sents = tokenize(self.source_text)

words = set(search.hypernym_search(self.source_text, 'artifact'))

pat = re.compile(' ' + '|'.join(words) + ' ')

sents = [s for s in sents if pat.search(s) != None]

pprint(sents)

def create_illustrations(self):

self.illustrations = []

templates = ["Figure {0} illustrates {1}.",

"Figure {0} is a schematic drawing of {1}.",

"Figure {0} is a perspective view of {1}.",

"Figure {0} is an isometric view of {1}.",

"Figure {0} schematically illustrates {1}.",

"Figure {0} is a block diagram of {1}.",

"Figure {0} is a cross section of {1}.",

"Figure {0} is a diagrammatical view of {1}."]

illustrations = list(set(search.search_out(self.source_text, 'DT JJ NP IN * NN')))

self.unformatted_illustrations = illustrations

for i in range(len(illustrations)):

self.illustrations.append(random.choice(templates).format(i+1, illustrations[i]))

def create_abstract(self):

artifacts = search.hypernym_combo(self.source_text, 'artifact', "JJ NN|NNS")

#artifacts +=search.hypernym_combo(self.source_text, 'material', "JJ NN|NNS")

artifacts = set(artifacts)

self.artifacts = artifacts

words = []

words = ["an " + w if w[0] in "aeiou" else "a " + w for w in artifacts]

self.abstract = self.title + ". "

self.abstract += "The devices comprises "

self.abstract += ", ".join(words)

def define_word(self, word):

synsets = wordnet.synsets(word)

if len(synsets) > 0:

gloss = synsets[0].gloss

if gloss.find(';') > -1:

gloss = gloss[:gloss.find(';')]

word = word + " (comprising of " + gloss + ") "

return word

def create_description(self):

pat = 'VB|VBD|VBZ|VBG * NN IN * NN'

#pat = 'PRP * VB|VBD|VBZ|VBG * NN'

phrases = search.search_out(self.source_text, pat)

conjugated_phrases = []

for phrase in phrases:

words = []

for word, pos in tag(phrase):

if pos in ["VBZ", "VBD", "VB", "VBG"]:

words.append(conjugate(word, "3sg"))

#elif pos == "NN" and random.random() < .1:

#words.append(self.define_word(word))

else:

words.append(word)

conjugated_phrases.append(' '.join(words))

artifacts = list(self.artifacts)

sentence_prefixes = ["The present invention", "The device", "The invention"]

paragraph_prefixes = ["The present invention", "According to a beneficial embodiment, the invention", "According to another embodiment, the device", "According to a preferred embodiment, the invention", "In accordance with an alternative specific embodiment, the present invention"]

i = 0

self.description = ''

for phrase in conjugated_phrases:

line = ""

if i == 0:

line = paragraph_prefixes[0] + " " + phrase

else:

if random.random() < .1:

line = "\n\n" + random.choice(paragraph_prefixes) + " " + phrase

else:

line = random.choice(sentence_prefixes) + " " + phrase

self.description += line + ". "

i += 1

def body_old(self):

output = []

useful_phrases = search.hypernym_combo(text, 'instrumentality', 'JJ? NP')

random.shuffle(useful_phrases)

random.shuffle(self.possible_titles)

for i in range(len(self.possible_titles)):

if (i < len(useful_phrases) and self.possible_titles[i] != self.partial_title):

output.append(useful_phrases[i] + ' for ' + self.possible_titles[i])

return output

def format(self):

print self.title

print "\n\nABSTRACT\n\n"

print self.abstract

print '\n\nBRIEF DESCRIPTION OF THE DRAWINGS\n\n'

for illustration in self.illustrations:

print illustration

print

print "\n\nDETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS"

#print "\n\nThe detailed description set forth below in connection with the appended drawings is intended as a description of presently-preferred embodiments of the invention and is not intended to represent the only forms in which the present invention may be constructed or utilized. The description sets forth the functions and the sequence of steps for using the invention in connection with the illustrated embodiments. However, it is to be understood that the same or equivalent functions and sequences may be accomplished by different embodiments that are also intended to be encompassed within the spirit and scope of the invention."

print "\n"

print self.description

def make_name_one(self):

title_combos = search.hypernym_combo(text, 'instrumentality', 'JJ NP')

title_combos = [t for t in title_combos if t.endswith('round') == False]

title = random.choice(title_combos)

return title

def specific_title(self, title):

words = title.split()

for i in range(len(words)):

word = words[i]

new_word = search.random_hyponym(word)

if len(new_word) > 0:

words[i] = new_word