from datasets.utils.patching import _PatchedModuleObj, patch_submodule

from . import _test_patching







def  __UpperCamelCase    (						):
     import os as original_os
     from os import path as original_path
     from os import rename as original_rename
     from os.path import dirname as original_dirname
     from os.path import join as original_join

     assert _test_patching.os is original_os
     assert _test_patching.path is original_path
     assert _test_patching.join is original_join

     assert _test_patching.renamed_os is original_os
     assert _test_patching.renamed_path is original_path
     assert _test_patching.renamed_join is original_join

     UpperCamelCase__										=      '''__test_patch_submodule_mock__'''
     with patch_submodule(_test_patching ,							'''os.path.join''' ,							A							):
          # Every way to access os.path.join must be patched, and the rest must stay untouched

          # check os.path.join
          assert isinstance(_test_patching.os ,							_PatchedModuleObj							)
          assert isinstance(_test_patching.os.path ,							_PatchedModuleObj							)
          assert _test_patching.os.path.join is mock

          # check path.join
          assert isinstance(_test_patching.path ,							_PatchedModuleObj							)
          assert _test_patching.path.join is mock

          # check join
          assert _test_patching.join is mock

          # check that the other attributes are untouched
          assert _test_patching.os.rename is original_rename
          assert _test_patching.path.dirname is original_dirname
          assert _test_patching.os.path.dirname is original_dirname

          # Even renamed modules or objects must be patched

          # check renamed_os.path.join
          assert isinstance(_test_patching.renamed_os ,							_PatchedModuleObj							)
          assert isinstance(_test_patching.renamed_os.path ,							_PatchedModuleObj							)
          assert _test_patching.renamed_os.path.join is mock

          # check renamed_path.join
          assert isinstance(_test_patching.renamed_path ,							_PatchedModuleObj							)
          assert _test_patching.renamed_path.join is mock

          # check renamed_join
          assert _test_patching.renamed_join is mock

          # check that the other attributes are untouched
          assert _test_patching.renamed_os.rename is original_rename
          assert _test_patching.renamed_path.dirname is original_dirname
          assert _test_patching.renamed_os.path.dirname is original_dirname

     # check that everthing is back to normal when the patch is over

     assert _test_patching.os is original_os
     assert _test_patching.path is original_path
     assert _test_patching.join is original_join

     assert _test_patching.renamed_os is original_os
     assert _test_patching.renamed_path is original_path
     assert _test_patching.renamed_join is original_join







def  __UpperCamelCase    (						):
     assert _test_patching.open is open

     UpperCamelCase__										=      '''__test_patch_submodule_builtin_mock__'''
     # _test_patching has "open" in its globals
     assert _test_patching.open is open
     with patch_submodule(_test_patching ,							'''open''' ,							A							):
          assert _test_patching.open is mock

     # check that everthing is back to normal when the patch is over

     assert _test_patching.open is open







def  __UpperCamelCase    (						):
     # pandas.read_csv is not present in _test_patching
     UpperCamelCase__										=      '''__test_patch_submodule_missing_mock__'''
     with patch_submodule(_test_patching ,							'''pandas.read_csv''' ,							A							):
          pass







def  __UpperCamelCase    (						):
     # builtin should always be mocked even if they're not in the globals
     # in case they're loaded at one point
     UpperCamelCase__										=      '''__test_patch_submodule_missing_builtin_mock__'''
     # _test_patching doesn't have "len" in its globals
     assert getattr(_test_patching ,							'''len''' ,							A							) is None
     with patch_submodule(_test_patching ,							'''len''' ,							A							):
          assert _test_patching.len is mock
     assert _test_patching.len is len







def  __UpperCamelCase    (						):
     UpperCamelCase__										=      '''__test_patch_submodule_start_and_stop_mock__'''
     UpperCamelCase__										=      patch_submodule(_test_patching ,							'''open''' ,							A							)
     assert _test_patching.open is open
     patch.start()
     assert _test_patching.open is mock
     patch.stop()
     assert _test_patching.open is open







def  __UpperCamelCase    (						):
     from os import rename as original_rename
     from os.path import dirname as original_dirname
     from os.path import join as original_join

     UpperCamelCase__										=      '''__test_patch_submodule_successive_join__'''
     UpperCamelCase__										=      '''__test_patch_submodule_successive_dirname__'''
     UpperCamelCase__										=      '''__test_patch_submodule_successive_rename__'''
     assert _test_patching.os.path.join is original_join
     assert _test_patching.os.path.dirname is original_dirname
     assert _test_patching.os.rename is original_rename

     with patch_submodule(_test_patching ,							'''os.path.join''' ,							A							):
          with patch_submodule(_test_patching ,							'''os.rename''' ,							A							):
               with patch_submodule(_test_patching ,							'''os.path.dirname''' ,							A							):
                    assert _test_patching.os.path.join is mock_join
                    assert _test_patching.os.path.dirname is mock_dirname
                    assert _test_patching.os.rename is mock_rename

    # try another order
     with patch_submodule(_test_patching ,							'''os.rename''' ,							A							):
          with patch_submodule(_test_patching ,							'''os.path.join''' ,							A							):
               with patch_submodule(_test_patching ,							'''os.path.dirname''' ,							A							):
                    assert _test_patching.os.path.join is mock_join
                    assert _test_patching.os.path.dirname is mock_dirname
                    assert _test_patching.os.rename is mock_rename

     assert _test_patching.os.path.join is original_join
     assert _test_patching.os.path.dirname is original_dirname
     assert _test_patching.os.rename is original_rename







def  __UpperCamelCase    (						):
     UpperCamelCase__										=      '''__test_patch_submodule_doesnt_exist_mock__'''
     with patch_submodule(_test_patching ,							'''__module_that_doesn_exist__.__attribute_that_doesn_exist__''' ,							A							):
          pass
     with patch_submodule(_test_patching ,							'''os.__attribute_that_doesn_exist__''' ,							A							):
          pass




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()



