code: 
  
  
  
  
  
  '''simple docstring'''
  
  def 		UpperCamelCase       (							_lowerCamelCase      :      list[list[int]] ):
      # must be
      A__       =    [list(_lowerCamelCase ) for row in matrix]
      if matrix and isinstance(_lowerCamelCase		, _lowerCamelCase ):
          if isinstance(matrix[0]		, _lowerCamelCase ):
              A__       =    0
              for row in matrix:
                  if prev_len == 0:
                      A__       =    len(_lowerCamelCase )
                      A__       =    True
                  else:
                      A__       =    prev_len == len(_lowerCamelCase )
          else:
              A__       =    True
      else:
          A__       =    False
  
      return result
  
  
  
  
  
  def 		UpperCamelCase       (							_lowerCamelCase      :      list[list[int]] ):
      if check_matrix(_lowerCamelCase ) and len(_lowerCamelCase ) > 0:
          A__       =    [list(_lowerCamelCase ) for row in a]
          A__       =    len(_lowerCamelCase )
          if isinstance(a[0]		, _lowerCamelCase ):
              A__       =    len(a[0] )
          else:
              for dat in a:
                  print(_lowerCamelCase )
              return
  
          # horizotal printing increasing
          for i in range(0		, _lowerCamelCase ):
              print(a[0][i] )
          # vertical printing down
          for i in range(1		, _lowerCamelCase ):
              print(a[i][mat_col - 1] )
          # horizotal printing decreasing
          if mat_row > 1:
              for i in range(mat_col - 2		, -1		, -1 ):
                  print(a[mat_row - 1][i] )
          # vertical printing up
          for i in range(mat_row - 2		, 0		, -1 ):
              print(a[i][0] )
          A__       =    [row[1 : mat_col - 1] for row in a[1 : mat_row - 1]]
          if len(_lowerCamelCase ) > 0:
              spiral_print_clockwise(_lowerCamelCase )
          else:
              return
      else:
          print("Not a valid matrix" )
          return
  
  
  
  
  
  def 		UpperCamelCase       (							_lowerCamelCase      :      list[list] ):
      if matrix:
          return list(matrix.pop(0 ) ) + spiral_traversal(list(zip(*_lowerCamelCase ) )[::-1] )
      else:
          return []
  
  
  # driver code
  if __name__ == "__main__":
    import doctest
  
    doctest.testmod()
  
    __lowerCAmelCase							:			Optional[Any]				=[[1, 2, 3, 4], [5, 6, 7, 8], [9, 10, 11, 12]]
    spiral_print_clockwise(a)
  
  
  
  
style_context: 
  
  
  
  
  
  '''simple docstring'''
  
  import os
  import tempfile
  import unittest
  from typing import List
  
  from transformers.models.esm.tokenization_esm import VOCAB_FILES_NAMES, EsmTokenizer
  from transformers.testing_utils import require_tokenizers
  from transformers.tokenization_utils import PreTrainedTokenizer
  from transformers.tokenization_utils_base import PreTrainedTokenizerBase
  
  
  
  
  
  
  @require_tokenizers
  class      UpperCAmelCase			( unittest.TestCase       ):
   __lowercase     	=       EsmTokenizer
   def   UpperCAmelCase_							(       self   :Any							)->							int:
       super().setUp()
       A__       =    tempfile.mkdtemp()
       # fmt: off
       A__       =    ["<cls>", "<pad>", "<eos>", "<unk>", "L", "A", "G", "V", "S", "E", "R", "T", "I", "D", "P", "K", "Q", "N", "F", "Y", "M", "H", "W", "C", "X", "B", "U", "Z", "O", ".", "-", "<null_1>", "<mask>"]  # noqa: E501
       # fmt: on
       A__       =    os.path.join(self.tmpdirname		, VOCAB_FILES_NAMES["vocab_file"]							)
       with open(self.vocab_file		, "w"		, encoding="utf-8"							) as vocab_writer:
           vocab_writer.write("".join([x + "\n" for x in vocab_tokens]							)							)
   def   UpperCAmelCase_							(       self   :Any		, **lowercase_   :int							)->							List[PreTrainedTokenizerBase]:
       return [self.get_tokenizer(**lowercase_							)]
   def   UpperCAmelCase_							(       self   :Any		, **lowercase_   :Dict							)->							PreTrainedTokenizer:
       return self.tokenizer_class.from_pretrained(self.tmpdirname		, **lowercase_							)
   def   UpperCAmelCase_							(       self   :int							)->							Dict:
       A__       =    self.tokenizer_class(self.vocab_file							)
  
       A__       =    tokenizer.tokenize("LAGVS"							)
       self.assertListEqual(lowercase_		, ["L", "A", "G", "V", "S"]							)
       self.assertListEqual(tokenizer.convert_tokens_to_ids(lowercase_							)		, [4, 5, 6, 7, 8]							)
   def   UpperCAmelCase_							(       self   :Tuple							)->							Tuple:
       A__       =    self.tokenizer_class(self.vocab_file							)
  
       A__       =    "LAGVS"
       self.assertListEqual(tokenizer.encode(lowercase_							)		, [0, 4, 5, 6, 7, 8, 2]							)
   def   UpperCAmelCase_							(       self   :Any							)->							Tuple:
       A__       =    self.tokenizer_class(self.vocab_file							)
  
       A__       =    ["LAGVS", "WCB"]
       A__       =    tokenizer(lowercase_		, padding=lowercase_							)["input_ids"]
  
       self.assertListEqual(lowercase_		, [[0, 4, 5, 6, 7, 8, 2], [0, 22, 23, 25, 2]]							)
   def   UpperCAmelCase_							(       self   :str							)->							Any:
       A__       =    self.tokenizer_class(self.vocab_file							)
  
       A__       =    ["LAGVS", "WCB"]
       A__       =    tokenizer(lowercase_		, padding=lowercase_							)["input_ids"]
  
       self.assertListEqual(lowercase_		, [[0, 4, 5, 6, 7, 8, 2], [0, 22, 23, 25, 2, 1, 1]]							)
  
  
  
   def   UpperCAmelCase_							(       self   :Optional[Any]							)->							List[str]:
       A__       =    self.get_tokenizers(fast=lowercase_							)
       for tokenizer in tokenizers:
           with self.subTest(F"{tokenizer.__class__.__name__}"							):
               A__       =    "<unk>"
               A__       =    "<mask>"
  
               A__       =    tokenizer.tokenize(lowercase_							)
               A__       =    tokenizer.tokenize(lowercase_							)
  
               self.assertEqual(len(lowercase_							)		, 1							)
               self.assertEqual(len(lowercase_							)		, 1							)
               self.assertEqual(token_a[0]		, lowercase_							)
               self.assertEqual(token_a[0]		, lowercase_							)
  
  
  
  