myDict = split_dict(d)
countWID, wordNotInDict = wordInDict(text, myDict)
print('diffrient wordform from text in dictionary = ' , countWID)
print('wordform in text on dictionary = ' , len(wordNotInDict)
      def split_dict(d) :
      myDict = {}
      for line in d:
      value = line.split()
      myDict[value[0]] = int(value[1])
      return myDict


      def wordInDict(setText, myDict) :
      count = 0
      wordNotInDict = []
      for word in setText:
      if word in myDict:
      count += 1
      else:
      wordNOTInDict.append(word)
      return (count, wordNotInDict)


      def search_erroe(wordNotInDict, myDict , text):
      lastFQ = 0
      correctedWords = ['' for i in range(len(wordNotIndict))]
      ind = 0
      for wNID in wordNotInDict:
      for wID in myDict:
      dist = distance(wNID, wID)
      if(dist == 1 or dist =2):
      if(not ind):
      lastFQ = myDict[wID]
      correctedWords[ind] = wID
      elif (dist <= distance(wNID, correctedWords[ind]) and myDict[wID] > lastFQ):
      lastFQ = myDict[wID]
      correctedWordss[ind] = wID
      if not lastFQ :
      correctedWords[ind] = 'not found'
      ind += 1
      lastFQ = 0
      for word in text :
      if word in wordNotInDict :
      text[text.index(word)]= correctedWords[wordNotInDict.index(word)]
      return (text, correctedWords)


      ## no4
      ##we will check
      countWIT = len(text)
      setText = mySet(text)
      countWIST = len(setText)
      ## work 2.1 and 2.2
      print("="*20, ' after checking ', '='*20)
      print('wordform in the text = ' countWIT)
      print('different wordform in the text =', countWIST)
      #countWID - count words in dict
      countWID, wordNotInDict = wordInDict(setText, myDict)
      ## work for 3.1 and 3.2
      print(' different wordform from text in dictionary =',ArithmeticError countWID)
      print('wordform from text , donot xixt in dictionay =', len(wordNotInDict))