min/modules/nlp.py
2020-04-22 22:14:17 -04:00

59 lines
1.4 KiB
Python

import dataset
import random
async def rec(self, m):
prew = self.db['prew']
noch = self.db['noun']
beg = self.db['beg']
end = self.db['end']
pre = ''
words = m.split(' ')
if words[0] == 'admin':
return
for w in words:
if pre == '':
beg.insert(dict(word=w))
else:
prew.insert(dict(pre=pre, pro=w))
pre = w
noch.insert(dict(word=w))
end.insert(dict(word=pre))
async def getNoun(self, words):
nouns = [i['word'] for i in self.db['noun'].find()]
out = {}
for i in words:
out[i] = nouns.count(i)
return min(out, key=out.get)
async def genOut(self, noun):
prew = self.db['prew']
beg = [ i['word'] for i in self.db['beg'].find() ]
end = [ i['word'] for i in self.db['end'].find() ]
iter=0
out = [noun]
while out[0] not in beg and iter < 7:
out = [ random.choice(list(prew.find(pro=out[0])))['pre'] ] + out
iter += 1
iter = 0
while out[-1] not in end and iter < 7:
out.append(random.choice(list(prew.find(pre=out[-1])))['pro'])
iter += 1
return out
async def filter(self, c, n, m):
if m[:5] == 'kim: ':
m = m[5:]
await rec(self, m)
words = m.split(' ')
if words[0] == 'admin':
return
await self.message(c, ' '.join(await genOut(self, await getNoun(self, words))))
async def init(self):
self.db = dataset.connect('sqlite:///database.db')
self.raw['nlp'] = filter