


'''simple docstring'''

def 							SCREAMING_SNAKE_CASE__(		_UpperCamelCase   :					str )		->       str:





   '''simple docstring'''







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

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


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

       __lowercase:		Optional[Any]    						=  time.time()
       with open("dictionary.txt") as in_file:
              __lowercase:		Optional[int]    						=  in_file.read().splitlines()

       __lowercase:		dict    						=  {}
       for word in word_list:
              __lowercase:		List[str]    						=  get_word_pattern(word)
              if pattern in all_patterns:
                     all_patterns[pattern].append(word)
              else:
                     __lowercase:		Optional[int]    						=  [word]

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

       __lowercase:		str    						=  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.





import unittest
from pathlib import Path

from transformers import is_vision_available, load_tool
from transformers.testing_utils import get_tests_dir

from .test_tools_common import ToolTesterMixin


if is_vision_available():
     from PIL import Image




class  __lowerCAmelCase							(				unittest.TestCase   ,			lowerCAmelCase):






       def        SCREAMING_SNAKE_CASE     ( self:       Dict					):
         lowercase     :Any   						=    load_tool("image-segmentation"					)
         self.tool.setup()
         lowercase     :int   						=    load_tool("image-segmentation"							,       remote=_lowerCAmelCase					)






       def        SCREAMING_SNAKE_CASE     ( self:       str					):
         lowercase     :Any   						=    Image.open(Path(get_tests_dir("fixtures/tests_samples/COCO"					)					) / "000000039769.png"					)
         lowercase     :Dict   						=    self.tool(_lowerCAmelCase							,       "cat"					)
         self.assertTrue(isinstance(_lowerCAmelCase							,       Image.Image					)					)






       def        SCREAMING_SNAKE_CASE     ( self:       Union[str, Any]					):
         lowercase     :Dict   						=    Image.open(Path(get_tests_dir("fixtures/tests_samples/COCO"					)					) / "000000039769.png"					)
         lowercase     :List[Any]   						=    self.remote_tool(_lowerCAmelCase							,       "cat"					)
         self.assertTrue(isinstance(_lowerCAmelCase							,       Image.Image					)					)






       def        SCREAMING_SNAKE_CASE     ( self:       List[Any]					):
         lowercase     :Optional[Any]   						=    Image.open(Path(get_tests_dir("fixtures/tests_samples/COCO"					)					) / "000000039769.png"					)
         lowercase     :Dict   						=    self.tool(image=_lowerCAmelCase							,       label="cat"					)
         self.assertTrue(isinstance(_lowerCAmelCase							,       Image.Image					)					)






       def        SCREAMING_SNAKE_CASE     ( self:       Tuple					):
         lowercase     :int   						=    Image.open(Path(get_tests_dir("fixtures/tests_samples/COCO"					)					) / "000000039769.png"					)
         lowercase     :List[str]   						=    self.remote_tool(image=_lowerCAmelCase							,       label="cat"					)
         self.assertTrue(isinstance(_lowerCAmelCase							,       Image.Image					)					)



