




import os
import sys
import unittest


__A        =    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,
)


__A        =    os.path.join("tests", "models", "bert", "test_modeling_bert.py")
__A        =    os.path.join("tests", "models", "blip", "test_modeling_blip.py")







class     __lowerCAmelCase (       unittest.TestCase ):

			"""simple docstring"""







			def       lowercase_    (      self							)    ->      str:



							'''simple docstring'''
							__lowerCamelCase		       =    get_test_to_tester_mapping(lowerCamelCase__							)
							__lowerCamelCase		       =    get_test_to_tester_mapping(lowerCamelCase__							)

							__lowerCamelCase		       =    {'BertModelTest': 'BertModelTester'}

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

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


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



							'''simple docstring'''
							__lowerCamelCase		       =    get_model_to_test_mapping(lowerCamelCase__							)
							__lowerCamelCase		       =    get_model_to_test_mapping(lowerCamelCase__							)

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

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

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






			def       lowercase_    (      self							)    ->      Union[str, Any]:



							'''simple docstring'''
							__lowerCamelCase		       =    get_model_to_tester_mapping(lowerCamelCase__							)
							__lowerCamelCase		       =    get_model_to_tester_mapping(lowerCamelCase__							)

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

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

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




from __future__ import annotations

import time
from collections.abc import Sequence
from random import randint

from matplotlib import pyplot as plt






def        a_		(       __lowercase   :	Sequence[float]       ,					__lowercase   :	int       ,					__lowercase   :	int ) ->  tuple[int | None, int | None, float]:
			if not arr:
						return None, None, 0
			if low == high:
						return low, high, arr[low]

			_snake_case		=			(low + high) // 2
			_snake_case	,					_snake_case	,					_snake_case		=			max_subarray(__lowercase       ,					__lowercase       ,					__lowercase )
			_snake_case	,					_snake_case	,					_snake_case		=			max_subarray(__lowercase       ,					mid + 1       ,					__lowercase )
			_snake_case	,					_snake_case	,					_snake_case		=			max_cross_sum(__lowercase       ,					__lowercase       ,					__lowercase       ,					__lowercase )
			if left_sum >= right_sum and left_sum >= cross_sum:
						return left_low, left_high, left_sum
			elif right_sum >= left_sum and right_sum >= cross_sum:
						return right_low, right_high, right_sum
			return cross_left, cross_right, cross_sum






def        a_		(       __lowercase   :	Sequence[float]       ,					__lowercase   :	int       ,					__lowercase   :	int       ,					__lowercase   :	int ) ->  tuple[int, int, float]:
			_snake_case	,					_snake_case		=			float('-inf' ), -1
			_snake_case	,					_snake_case		=			float('-inf' ), -1

			_snake_case		=			0
			for i in range(__lowercase       ,					low - 1       ,					-1 ):
						summ += arr[i]
						if summ > left_sum:
									_snake_case		=			summ
									_snake_case		=			i

			_snake_case		=			0
			for i in range(mid + 1       ,					high + 1 ):
						summ += arr[i]
						if summ > right_sum:
									_snake_case		=			summ
									_snake_case		=			i

			return max_left, max_right, (left_sum + right_sum)






def        a_		(       __lowercase   :	int ) ->  float:
			_snake_case		=			[randint(1       ,					__lowercase ) for _ in range(__lowercase )]
			_snake_case		=			time.time()
			max_subarray(__lowercase       ,					0       ,					input_size - 1 )
			_snake_case		=			time.time()
			return end - start






def        a_		(       ) ->  None:
			_snake_case		=			[10, 100, 1_000, 10_000, 50_000, 100_000, 200_000, 300_000, 400_000, 500_000]
			_snake_case		=			[time_max_subarray(__lowercase ) for input_size in input_sizes]
			print('No of Inputs\t\tTime Taken' )
			for input_size, runtime in zip(__lowercase       ,					__lowercase ):
						print(__lowercase       ,					'\t\t'       ,					__lowercase )
			plt.plot(__lowercase       ,					__lowercase )
			plt.xlabel('Number of Inputs' )
			plt.ylabel('Time taken in seconds' )
			plt.show()


if __name__ == "__main__":
			from doctest import testmod

			testmod()