


'''simple docstring'''







import PIL.Image
import PIL.ImageOps
from packaging import version
from PIL import Image


if version.parse(version.parse(PIL.__version__).base_version) >= version.parse("""9.1.0"""):
       lowerCAmelCase     :  Optional[int]											=    {
           '''linear''': PIL.Image.Resampling.BILINEAR,
           '''bilinear''': PIL.Image.Resampling.BILINEAR,
           '''bicubic''': PIL.Image.Resampling.BICUBIC,
           '''lanczos''': PIL.Image.Resampling.LANCZOS,
           '''nearest''': PIL.Image.Resampling.NEAREST,
       }
else:
       lowerCAmelCase     :  Optional[Any]											=    {
           '''linear''': PIL.Image.LINEAR,
           '''bilinear''': PIL.Image.BILINEAR,
           '''bicubic''': PIL.Image.BICUBIC,
           '''lanczos''': PIL.Image.LANCZOS,
           '''nearest''': PIL.Image.NEAREST,
       }






def       lowercase					(_A       ):







       """simple docstring"""







       _lowerCAmelCase     :				Union[str, Any]       =							(images / 2 + 0.5).clamp(0 ,    1       )
       _lowerCAmelCase     :				Optional[int]       =							images.cpu().permute(0 ,    2 ,    3 ,    1       ).float().numpy()
       _lowerCAmelCase     :				Tuple       =							numpy_to_pil(__snake_case       )
       return images






def       lowercase					(_A       ):







       """simple docstring"""







       if images.ndim == 3:
              _lowerCAmelCase     :				Optional[int]       =							images[None, ...]
       _lowerCAmelCase     :				Tuple       =							(images * 2_5_5).round().astype('uint8'       )
       if images.shape[-1] == 1:
              # special case for grayscale (single channel) images
              _lowerCAmelCase     :				List[Any]       =							[Image.fromarray(image.squeeze() ,    mode='L'       ) for image in images]
       else:
              _lowerCAmelCase     :				List[str]       =							[Image.fromarray(__snake_case       ) for image in images]

       return pil_images


'''simple docstring'''

import math
import sys



def snake_case_      (					__snake_case  :							str)			->					str:
   lowerCAmelCase_			=      ''''''
   try:
      with open(__snake_case	,   '''rb''') as binary_file:
         lowerCAmelCase_			=      binary_file.read()
      for dat in data:
         lowerCAmelCase_			=      F'''{dat:08b}'''
         result += curr_byte
      return result
   except OSError:
      print('''File not accessible''')
      sys.exit()



def snake_case_      (					__snake_case  :							str)			->					str:
   lowerCAmelCase_			=      {'''0''': '''0''', '''1''': '''1'''}
   lowerCAmelCase_	,lowerCAmelCase_			=      '''''', ''''''
   lowerCAmelCase_			=      len(__snake_case)

   for i in range(len(__snake_case)):
      curr_string += data_bits[i]
      if curr_string not in lexicon:
         continue

      lowerCAmelCase_			=      lexicon[curr_string]
      result += last_match_id
      lowerCAmelCase_			=      last_match_id + '''0'''

      if math.loga(__snake_case).is_integer():
         lowerCAmelCase_			=      {}
         for curr_key in list(__snake_case):
            lowerCAmelCase_			=      lexicon.pop(__snake_case)
         lowerCAmelCase_			=      new_lex

      lowerCAmelCase_			=      last_match_id + '''1'''
      index += 1
      lowerCAmelCase_			=      ''''''
   return result



def snake_case_      (					__snake_case  :							str	,   __snake_case  :							str)			->					None:
   lowerCAmelCase_			=      8
   try:
      with open(__snake_case	,   '''wb''') as opened_file:
         lowerCAmelCase_			=      [
             to_write[i : i + byte_length]
             for i in range(0	,   len(__snake_case)	,   __snake_case)
         ]

         if len(result_byte_array[-1]) % byte_length == 0:
            result_byte_array.append('''10000000''')
         else:
            result_byte_array[-1] += "1" + "0" * (
                byte_length - len(result_byte_array[-1]) - 1
            )

         for elem in result_byte_array[:-1]:
            opened_file.write(int(__snake_case	,   2).to_bytes(1	,   byteorder='''big'''))
   except OSError:
      print('''File not accessible''')
      sys.exit()



def snake_case_      (					__snake_case  :							str)			->					str:
   lowerCAmelCase_			=      0
   for letter in data_bits:
      if letter == "1":
         break
      counter += 1

   lowerCAmelCase_			=      data_bits[counter:]
   lowerCAmelCase_			=      data_bits[counter + 1 :]
   return data_bits



def snake_case_      (					__snake_case  :							str	,   __snake_case  :							str)			->					None:
   lowerCAmelCase_			=      read_file_binary(__snake_case)
   lowerCAmelCase_			=      remove_prefix(__snake_case)
   lowerCAmelCase_			=      decompress_data(__snake_case)
   write_file_binary(__snake_case	,   __snake_case)


if __name__ == "__main__":
 compress(sys.argv[1], sys.argv[2])





