
'''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							:   List[str]					=     os.path.join('''tests''', '''models''', '''blip''', '''test_modeling_blip.py''')

class 	__lowercase				(  unittest.TestCase    ):

   def        UpperCAmelCase__ (self      ):
        lowerCamelCase_					:      List[Any]     =		get_test_to_tester_mapping(__UpperCamelCase      )
        lowerCamelCase_					:      Any     =		get_test_to_tester_mapping(__UpperCamelCase      )

        lowerCamelCase_					:      List[str]     =		{'''BertModelTest''': '''BertModelTester'''}

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

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

   def        UpperCAmelCase__ (self      ):
        lowerCamelCase_					:      Tuple     =		get_model_to_test_mapping(__UpperCamelCase      )
        lowerCamelCase_					:      Tuple     =		get_model_to_test_mapping(__UpperCamelCase      )

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

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

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






   def        UpperCAmelCase__ (self      ):
        lowerCamelCase_					:      Any     =		get_model_to_tester_mapping(__UpperCamelCase      )
        lowerCamelCase_					:      Union[str, Any]     =		get_model_to_tester_mapping(__UpperCamelCase      )

        lowerCamelCase_					:      Optional[Any]     =		{
            '''BertForMaskedLM''': ['''BertModelTester'''],
            '''BertForMultipleChoice''': ['''BertModelTester'''],
            '''BertForNextSentencePrediction''': ['''BertModelTester'''],
            '''BertForPreTraining''': ['''BertModelTester'''],
            '''BertForQuestionAnswering''': ['''BertModelTester'''],
            '''BertForSequenceClassification''': ['''BertModelTester'''],
            '''BertForTokenClassification''': ['''BertModelTester'''],
            '''BertLMHeadModel''': ['''BertModelTester'''],
            '''BertModel''': ['''BertModelTester'''],
        }

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

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




'''simple docstring'''


from __future__ import annotations

from decimal import Decimal

from numpy import array




def lowercase_	(   _lowercase				)     ->							list[list[float]]:
					'''simple docstring'''

					lowerCamelCase_					:      Tuple     =		Decimal

					# Check if the provided matrix has 2 rows and 2 columns
					# since this implementation only works for 2x2 matrices
					if len(_lowercase				) == 2 and len(matrix[0]				) == 2 and len(matrix[1]				) == 2:
										# Calculate the determinant of the matrix
										lowerCamelCase_					:      Union[str, Any]     =		float(
										    d(matrix[0][0]				) * d(matrix[1][1]				) - d(matrix[1][0]				) * d(matrix[0][1]				)				)
										if determinant == 0:
															raise ValueError('''This matrix has no inverse.'''				)

										# Creates a copy of the matrix with swapped positions of the elements
										lowerCamelCase_					:      Optional[Any]     =		[[0.0, 0.0], [0.0, 0.0]]
										lowerCamelCase_,      lowerCamelCase_					:      int     =		matrix[1][1], matrix[0][0]
										lowerCamelCase_,      lowerCamelCase_					:      Dict     =		-matrix[1][0], -matrix[0][1]

										# Calculate the inverse of the matrix
										return [
										    [(float(d(_lowercase				)				) / determinant) or 0.0 for n in row] for row in swapped_matrix
										]
					elif (
					    len(_lowercase				) == 3
					    and len(matrix[0]				) == 3
					    and len(matrix[1]				) == 3
					    and len(matrix[2]				) == 3
					):
										# Calculate the determinant of the matrix using Sarrus rule
										lowerCamelCase_					:      Tuple     =		float(
										    (
										        (d(matrix[0][0]				) * d(matrix[1][1]				) * d(matrix[2][2]				))
										        + (d(matrix[0][1]				) * d(matrix[1][2]				) * d(matrix[2][0]				))
										        + (d(matrix[0][2]				) * d(matrix[1][0]				) * d(matrix[2][1]				))
										    )
										    - (
										        (d(matrix[0][2]				) * d(matrix[1][1]				) * d(matrix[2][0]				))
										        + (d(matrix[0][1]				) * d(matrix[1][0]				) * d(matrix[2][2]				))
										        + (d(matrix[0][0]				) * d(matrix[1][2]				) * d(matrix[2][1]				))
										    )				)
										if determinant == 0:
															raise ValueError('''This matrix has no inverse.'''				)

										# Creating cofactor matrix
										lowerCamelCase_					:      Any     =		[
										    [d(0.0				), d(0.0				), d(0.0				)],
										    [d(0.0				), d(0.0				), d(0.0				)],
										    [d(0.0				), d(0.0				), d(0.0				)],
										]
										lowerCamelCase_					:      Union[str, Any]     =		(d(matrix[1][1]				) * d(matrix[2][2]				)) - (
										    d(matrix[1][2]				) * d(matrix[2][1]				)
										)
										lowerCamelCase_					:      Any     =		-(
										    (d(matrix[1][0]				) * d(matrix[2][2]				)) - (d(matrix[1][2]				) * d(matrix[2][0]				))
										)
										lowerCamelCase_					:      Tuple     =		(d(matrix[1][0]				) * d(matrix[2][1]				)) - (
										    d(matrix[1][1]				) * d(matrix[2][0]				)
										)
										lowerCamelCase_					:      Optional[Any]     =		-(
										    (d(matrix[0][1]				) * d(matrix[2][2]				)) - (d(matrix[0][2]				) * d(matrix[2][1]				))
										)
										lowerCamelCase_					:      Tuple     =		(d(matrix[0][0]				) * d(matrix[2][2]				)) - (
										    d(matrix[0][2]				) * d(matrix[2][0]				)
										)
										lowerCamelCase_					:      List[Any]     =		-(
										    (d(matrix[0][0]				) * d(matrix[2][1]				)) - (d(matrix[0][1]				) * d(matrix[2][0]				))
										)
										lowerCamelCase_					:      Any     =		(d(matrix[0][1]				) * d(matrix[1][2]				)) - (
										    d(matrix[0][2]				) * d(matrix[1][1]				)
										)
										lowerCamelCase_					:      Tuple     =		-(
										    (d(matrix[0][0]				) * d(matrix[1][2]				)) - (d(matrix[0][2]				) * d(matrix[1][0]				))
										)
										lowerCamelCase_					:      str     =		(d(matrix[0][0]				) * d(matrix[1][1]				)) - (
										    d(matrix[0][1]				) * d(matrix[1][0]				)
										)

										# Transpose the cofactor matrix (Adjoint matrix)
										lowerCamelCase_					:      str     =		array(_lowercase				)
										for i in range(3				):
															for j in range(3				):
																				lowerCamelCase_					:      int     =		cofactor_matrix[j][i]

        # Inverse of the matrix using the formula (1/determinant) * adjoint matrix
										lowerCamelCase_					:      int     =		array(_lowercase				)
										for i in range(3				):
															for j in range(3				):
																				inverse_matrix[i][j] /= d(_lowercase				)

        # Calculate the inverse of the matrix
										return [[float(d(_lowercase				)				) or 0.0 for n in row] for row in inverse_matrix]
					raise ValueError('''Please provide a matrix of size 2x2 or 3x3.'''				)


