


def     UpperCAmelCase_ (							__snake_case						)					->      str:







 """simple docstring"""


 _lowercase											=word.upper()
 _lowercase											=0
 _lowercase											={}
 _lowercase											=[]

 for letter in word:
  if letter not in letter_nums:
   _lowercase											=str(__snake_case						)
   next_num += 1
  word_pattern.append(letter_nums[letter]						)
 return ".".join(__snake_case						)


if __name__ == "__main__":
  import pprint
  import time

  UpperCAmelCase__            =							time.time()
  with open('''dictionary.txt''') as in_file:
    UpperCAmelCase__            =							in_file.read().splitlines()

  UpperCAmelCase__            =							{}
  for word in word_list:
    UpperCAmelCase__            =							get_word_pattern(word)
    if pattern in all_patterns:
      all_patterns[pattern].append(word)
    else:
      UpperCAmelCase__            =							[word]

  with open('''word_patterns.txt''', '''w''') as out_file:
    out_file.write(pprint.pformat(all_patterns))

  UpperCAmelCase__            =							round(time.time() - start_time, 2)
  print(f'''Done!  {len(all_patterns):,} word patterns found in {total_time} seconds.''')
  # Done!  9,581 word patterns found in 0.58 seconds.





from typing import TYPE_CHECKING

from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_torch_available


UpperCAmelCase__            =							{'''configuration_visual_bert''': ['''VISUAL_BERT_PRETRAINED_CONFIG_ARCHIVE_MAP''', '''VisualBertConfig''']}

try:
  if not is_torch_available():
    raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
  pass
else:
  UpperCAmelCase__            =							[
      '''VISUAL_BERT_PRETRAINED_MODEL_ARCHIVE_LIST''',
      '''VisualBertForMultipleChoice''',
      '''VisualBertForPreTraining''',
      '''VisualBertForQuestionAnswering''',
      '''VisualBertForRegionToPhraseAlignment''',
      '''VisualBertForVisualReasoning''',
      '''VisualBertLayer''',
      '''VisualBertModel''',
      '''VisualBertPreTrainedModel''',
  ]


if TYPE_CHECKING:
  from .configuration_visual_bert import VISUAL_BERT_PRETRAINED_CONFIG_ARCHIVE_MAP, VisualBertConfig

  try:
    if not is_torch_available():
      raise OptionalDependencyNotAvailable()
  except OptionalDependencyNotAvailable:
    pass
  else:
    from .modeling_visual_bert import (
        VISUAL_BERT_PRETRAINED_MODEL_ARCHIVE_LIST,
        VisualBertForMultipleChoice,
        VisualBertForPreTraining,
        VisualBertForQuestionAnswering,
        VisualBertForRegionToPhraseAlignment,
        VisualBertForVisualReasoning,
        VisualBertLayer,
        VisualBertModel,
        VisualBertPreTrainedModel,
    )


else:
  import sys

  UpperCAmelCase__            =							_LazyModule(__name__, globals()['''__file__'''], _import_structure, module_spec=__spec__)

