
'''simple docstring'''




def 		lowerCAmelCase_				(   snake_case__		,				snake_case__						):




    '''simple docstring'''



    assert x is not None
    assert y is not None

    A       :   str					=						len(snake_case__						)
    A       :   Dict					=						len(snake_case__						)

    # declaring the array for storing the dp values
    A       :   Dict					=						[[0] * (n + 1) for _ in range(m + 1						)]  # noqa: E741

    for i in range(1		,				m + 1						):
        for j in range(1		,				n + 1						):
            A       :   List[Any]					=						1 if x[i - 1] == y[j - 1] else 0

            A       :   Optional[Any]					=						max(l[i - 1][j]		,				l[i][j - 1]		,				l[i - 1][j - 1] + match						)

    A       :   Tuple					=						''''''
    A,  A       :   Optional[int]					=						m, n
    while i > 0 and j > 0:
        A       :   Any					=						1 if x[i - 1] == y[j - 1] else 0

        if l[i][j] == l[i - 1][j - 1] + match:
            if match == 1:
                A       :   List[str]					=						x[i - 1] + seq
            i -= 1
            j -= 1
        elif l[i][j] == l[i - 1][j]:
            i -= 1
        else:
            j -= 1

    return l[m][n], seq


if __name__ == "__main__":
      lowercase			:				Tuple    		=			'AGGTAB'
      lowercase			:				Tuple    		=			'GXTXAYB'
      lowercase			:				Union[str, Any]    		=			4
      lowercase			:				int    		=			'GTAB'

      lowercase		,     lowercase			:				Tuple    		=			longest_common_subsequence(a, b)
      print('len =', ln, ', sub-sequence =', subseq)
      import doctest

      doctest.testmod()






'''simple docstring'''




import os
import sys
import unittest


lowercase			:				Dict    		=			os.path.abspath(os.path.dirname(os.path.dirname(os.path.dirname(__file__))))
sys.path.append(os.path.join(git_repo_path, 'utils'))

import get_test_info  # noqa: E402
from get_test_info import (  # noqa: E402
    get_model_to_test_mapping,
    get_model_to_tester_mapping,
    get_test_to_tester_mapping,
)


lowercase			:				Any    		=			os.path.join('tests', 'models', 'bert', 'test_modeling_bert.py')
lowercase			:				Optional[int]    		=			os.path.join('tests', 'models', 'blip', 'test_modeling_blip.py')





class  A				(							unittest.TestCase						):





     def 				__lowerCAmelCase							(							self	) ->				List[str]:






         """simple docstring"""






         A       :   Tuple					=						get_test_to_tester_mapping(SCREAMING_SNAKE_CASE	)
         A       :   Any					=						get_test_to_tester_mapping(SCREAMING_SNAKE_CASE	)

         A       :   List[Any]					=						{'''BertModelTest''': '''BertModelTester'''}

         A       :   int					=						{
             '''BlipModelTest''': '''BlipModelTester''',
             '''BlipTextImageModelTest''': '''BlipTextImageModelsModelTester''',
             '''BlipTextModelTest''': '''BlipTextModelTester''',
             '''BlipTextRetrievalModelTest''': '''BlipTextRetrievalModelTester''',
             '''BlipVQAModelTest''': '''BlipVQAModelTester''',
             '''BlipVisionModelTest''': '''BlipVisionModelTester''',
         }

         self.assertEqual(get_test_info.to_json(SCREAMING_SNAKE_CASE	)						,			SCREAMING_SNAKE_CASE	)
         self.assertEqual(get_test_info.to_json(SCREAMING_SNAKE_CASE	)						,			SCREAMING_SNAKE_CASE	)





     def 				__lowerCAmelCase							(							self	) ->				Any:






         """simple docstring"""






         A       :   Tuple					=						get_model_to_test_mapping(SCREAMING_SNAKE_CASE	)
         A       :   Tuple					=						get_model_to_test_mapping(SCREAMING_SNAKE_CASE	)

         A       :   List[str]					=						{
             '''BertForMaskedLM''': ['''BertModelTest'''],
             '''BertForMultipleChoice''': ['''BertModelTest'''],
             '''BertForNextSentencePrediction''': ['''BertModelTest'''],
             '''BertForPreTraining''': ['''BertModelTest'''],
             '''BertForQuestionAnswering''': ['''BertModelTest'''],
             '''BertForSequenceClassification''': ['''BertModelTest'''],
             '''BertForTokenClassification''': ['''BertModelTest'''],
             '''BertLMHeadModel''': ['''BertModelTest'''],
             '''BertModel''': ['''BertModelTest'''],
         }

         A       :   Union[str, Any]					=						{
             '''BlipForConditionalGeneration''': ['''BlipTextImageModelTest'''],
             '''BlipForImageTextRetrieval''': ['''BlipTextRetrievalModelTest'''],
             '''BlipForQuestionAnswering''': ['''BlipVQAModelTest'''],
             '''BlipModel''': ['''BlipModelTest'''],
             '''BlipTextModel''': ['''BlipTextModelTest'''],
             '''BlipVisionModel''': ['''BlipVisionModelTest'''],
         }

         self.assertEqual(get_test_info.to_json(SCREAMING_SNAKE_CASE	)						,			SCREAMING_SNAKE_CASE	)
         self.assertEqual(get_test_info.to_json(SCREAMING_SNAKE_CASE	)						,			SCREAMING_SNAKE_CASE	)





     def 				__lowerCAmelCase							(							self	) ->				Optional[int]:






         """simple docstring"""






         A       :   int					=						get_model_to_tester_mapping(SCREAMING_SNAKE_CASE	)
         A       :   Union[str, Any]					=						get_model_to_tester_mapping(SCREAMING_SNAKE_CASE	)

         A       :   Dict					=						{
             '''BertForMaskedLM''': ['''BertModelTester'''],
             '''BertForMultipleChoice''': ['''BertModelTester'''],
             '''BertForNextSentencePrediction''': ['''BertModelTester'''],
             '''BertForPreTraining''': ['''BertModelTester'''],
             '''BertForQuestionAnswering''': ['''BertModelTester'''],
             '''BertForSequenceClassification''': ['''BertModelTester'''],
             '''BertForTokenClassification''': ['''BertModelTester'''],
             '''BertLMHeadModel''': ['''BertModelTester'''],
             '''BertModel''': ['''BertModelTester'''],
         }

         A       :   str					=						{
             '''BlipForConditionalGeneration''': ['''BlipTextImageModelsModelTester'''],
             '''BlipForImageTextRetrieval''': ['''BlipTextRetrievalModelTester'''],
             '''BlipForQuestionAnswering''': ['''BlipVQAModelTester'''],
             '''BlipModel''': ['''BlipModelTester'''],
             '''BlipTextModel''': ['''BlipTextModelTester'''],
             '''BlipVisionModel''': ['''BlipVisionModelTester'''],
         }

         self.assertEqual(get_test_info.to_json(SCREAMING_SNAKE_CASE	)						,			SCREAMING_SNAKE_CASE	)
         self.assertEqual(get_test_info.to_json(SCREAMING_SNAKE_CASE	)						,			SCREAMING_SNAKE_CASE	)




