





'''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)










'''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_							)



