def  __UpperCamelCase    (						A ,							A							):
     UpperCamelCase__										=      word.split()

     def justify(A ,							A ,							A							) -> str:
          UpperCamelCase__										=      max_width - width
          UpperCamelCase__										=      len(A							)
          if len(A							) == 1:
               # if there is only word in line
               # just insert overall_spaces_count for the remainder of line
               return line[0] + " " * overall_spaces_count
          else:
               UpperCamelCase__										=      words_count - 1
               # num_spaces_between_words_list[i] : tells you to insert
               # num_spaces_between_words_list[i] spaces
               # after word on line[i]
               UpperCamelCase__										=      spaces_to_insert_between_words * [
                   overall_spaces_count // spaces_to_insert_between_words
               ]
               UpperCamelCase__										=      (
                   overall_spaces_count % spaces_to_insert_between_words
               )
               # distribute spaces via round robin to the left words
               for i in range(A							):
                    num_spaces_between_words_list[i] += 1
               UpperCamelCase__										=      []
               for i in range(A							):
                    # add the word
                    aligned_words_list.append(line[i]							)
                    # add the spaces to insert
                    aligned_words_list.append(num_spaces_between_words_list[i] * ''' '''							)
               # just add the last word to the sentence
               aligned_words_list.append(line[-1]							)
               # join the aligned words list to form a justified line
               return "".join(A							)

     UpperCamelCase__										=      []
     UpperCamelCase__										=      []
     UpperCamelCase__										=      0
     for word in words:
          if width + len(A							) + len(A							) <= max_width:
               # keep adding words until we can fill out max_width
               # width = sum of length of all words (without overall_spaces_count)
               # len(word) = length of current word
               # len(line) = number of overall_spaces_count to insert between words
               line.append(A							)
               width += len(A							)
          else:
               # justify the line and add it to result
               answer.append(justify(A ,							A ,							A							)							)
               # reset new line and new width
               UpperCamelCase__						,       UpperCamelCase__										=      [word], len(A							)
     UpperCamelCase__										=      max_width - width - len(A							)
     answer.append(''' '''.join(A							) + (remaining_spaces + 1) * ''' '''							)
     return answer


if __name__ == "__main__":
     from doctest import testmod

     testmod()




from __future__ import annotations

import math
from collections import Counter
from string import ascii_lowercase







def  __UpperCamelCase    (						A							):
     UpperCamelCase__						,       UpperCamelCase__										=      analyze_text(A							)
     UpperCamelCase__										=      list(''' ''' + ascii_lowercase							)
     # what is our total sum of probabilities.
     UpperCamelCase__										=      sum(single_char_strings.values()							)

     # one length string
     UpperCamelCase__										=      0
     # for each alpha we go in our dict and if it is in it we calculate entropy
     for ch in my_alphas:
          if ch in single_char_strings:
               UpperCamelCase__										=      single_char_strings[ch]
               UpperCamelCase__										=      my_str / all_sum
               my_fir_sum += prob * math.loga(A							)  # entropy formula.

    # print entropy
     print(f"{round(-1 * my_fir_sum							):.1f}"							)

     # two len string
     UpperCamelCase__										=      sum(two_char_strings.values()							)
     UpperCamelCase__										=      0
     # for each alpha (two in size) calculate entropy.
     for cha in my_alphas:
          for cha in my_alphas:
               UpperCamelCase__										=      cha + cha
               if sequence in two_char_strings:
                    UpperCamelCase__										=      two_char_strings[sequence]
                    UpperCamelCase__										=      int(A							) / all_sum
                    my_sec_sum += prob * math.loga(A							)

    # print second entropy
     print(f"{round(-1 * my_sec_sum							):.1f}"							)

     # print the difference between them
     print(f"{round((-1 * my_sec_sum) - (-1 * my_fir_sum)							):.1f}"							)







def  __UpperCamelCase    (						A							):
     UpperCamelCase__										=      Counter()  # type: ignore
     UpperCamelCase__										=      Counter()  # type: ignore
     single_char_strings[text[-1]] += 1

     # first case when we have space at start.
     two_char_strings[" " + text[0]] += 1
     for i in range(0 ,							len(A							) - 1							):
          single_char_strings[text[i]] += 1
          two_char_strings[text[i : i + 2]] += 1
     return single_char_strings, two_char_strings







def  __UpperCamelCase    (						):
     import doctest

     doctest.testmod()
     # text = (
     #     "Had repulsive dashwoods suspicion sincerity but advantage now him. Remark "
     #     "easily garret nor nay. Civil those mrs enjoy shy fat merry. You greatest "
     #     "jointure saw horrible. He private he on be imagine suppose. Fertile "
     #     "beloved evident through no service elderly is. Blind there if every no so "
     #     "at. Own neglected you preferred way sincerity delivered his attempted. To "
     #     "of message cottage windows do besides against uncivil.  Delightful "
     #     "unreserved impossible few estimating men favourable see entreaties. She "
     #     "propriety immediate was improving. He or entrance humoured likewise "
     #     "moderate. Much nor game son say feel. Fat make met can must form into "
     #     "gate. Me we offending prevailed discovery. "
     # )

     # calculate_prob(text)


if __name__ == "__main__":
     main()



