use markovify

bots/modules/_mtg.py

@@ -1,74 +0,0 @@
-import random
-# import re
-import json
-import os  # listdir, path.join, path.isdir
-
-# from collections import Counter
-
-# punctuation to remove
-RM_PUNCT = u"'\"”„+-—:;()"
-
-
-# Markov random Text Generator
-class MTG(object):
-    def __init__(self, data: dict):
-        self.MC = data or {}
-
-    def train_from_seq(self, word_seq):
-        for w1, w2, w3 in self.triples(word_seq):
-            key = w1 + '+' + w2
-            if key not in self.MC:
-                self.MC[key] = []
-            self.MC[key].append(w3)
-
-    def train_from_text(self, text, remove=RM_PUNCT):
-        text = text.replace('.', ' . ').replace(',', ' , ')
-        word_seq = text.strip().split()
-        word_seq = [word.strip(remove) for word in word_seq if len(word.strip(remove)) != 0]
-        self.train_from_seq(word_seq)
-
-    # add data form another MTG
-    def __iadd__(self, other):
-        for key, value in other.MC.items():
-            if key not in self.MC:
-                self.MC[key] = []
-            self.MC[key].extend(value)
-
-    def save(self):
-        return self.MC
-
-    # generate all triples to build MC
-
-    def triples(self, word_seq):
-        if len(word_seq) < 3:
-            return
-        for i in range(len(word_seq) - 2):
-            yield (word_seq[i], word_seq[i + 1], word_seq[i + 2])
-
-    def choose_start_words(self, first_word=None, second_word=None):
-        if second_word is not None:
-            return first_word, second_word
-        elif first_word is not None:
-            word = '.' + '+' + first_word
-            word_cap = '.' + '+' + first_word.capitalize()
-            if word in self.MC and len(self.MC[word]):
-                second_word = random.choice(self.MC[word])
-            elif word_cap in self.MC and len(self.MC[word_cap]):
-                second_word = random.choice(self.MC[word_cap])
-            else:
-                return self.choose_start_words()
-            return first_word, second_word
-        else:
-            first_word = random.choice(self.MC[random.choice(list(self.MC.keys()))])
-            return self.choose_start_words(first_word, second_word)
-
-    def generate_text(self, first_word=None, second_word=None, size=30):
-        w1, w2 = self.choose_start_words(first_word, second_word)
-        gen_words = [w1.capitalize()]
-        while not (len(gen_words) > size and w2 == '.'):
-            gen_words.append(w2.capitalize() if (w1 == '.') else w2)
-            w1, w2 = w2, random.choice(self.MC[w1 + '+' + w2])
-        gen_words.append(w2)
-        text = ' '.join(gen_words)
-        text = text.replace(' ,', ',').replace(' .', '.')
-        return text

bots/modules/cyberlina.py

@@ -4,6 +4,7 @@ from random import choice, seed
 from uuid import uuid4
 
 import humanize
+import markovify
 from django.db import models
 from django.utils.timezone import localdate, now, make_aware
 from jsoneditor.forms import JSONEditor
@@ -14,7 +15,6 @@ from telegram.ext import Dispatcher, CallbackContext, MessageHandler, Filters, C
 from telegram.utils.helpers import mention_html
 
 from bots.models import TelegramBotModuleConfig
-from bots.modules._mtg import MTG
 
 
 class CyberLinaBotModuleConfig(TelegramBotModuleConfig):
@@ -42,7 +42,7 @@ class CyberLinaBotModuleConfig(TelegramBotModuleConfig):
 
     def __init__(self, *args, **kwargs):
         super().__init__(*args, **kwargs)
-        self.mtg = MTG(self._mtg_data)
+        self.mtg = markovify.Text.from_dict(self._mtg_data)
 
     def message_handler(self, update: Update, ctx: CallbackContext):
         if not update.effective_chat or not update.effective_user:
@@ -114,9 +114,7 @@ class CyberLinaBotModuleConfig(TelegramBotModuleConfig):
 
     def save(self, force_insert=False, force_update=False, using=None, update_fields=None):
         if self.mtg_train:
-            self.mtg.train_from_text(self.mtg_train)
+            self._mtg_data = markovify.Text(self.mtg_train).to_dict()
-            self._mtg_data = self.mtg.save()
-            self.mtg_train = None
         super().save(force_insert, force_update, using, update_fields)
 
 

requirements.txt

@@ -43,6 +43,7 @@ json-rpc==1.12.1
 jsonfield2==3.0.3
 jsonschema==3.2.0
 kombu==4.2.2.post1
+markovify==0.7.2
 more-itertools==7.2.0
 oauthlib==3.0.1
 packaging==19.2
@@ -79,6 +80,7 @@ TgCrypto==1.1.1
 tornado==6.0.3
 Twisted==19.10.0
 txaio==18.8.1
+Unidecode==1.1.1
 urllib3==1.24.1
 vine==1.2.0
 vk-api==11.6.1