
from __future__ import annotations



def      _a     (   __UpperCamelCase       :  Union[str, Any]	,__UpperCamelCase       :  List[str]    )     ->   list:
			lowerCAmelCase__ :    List[str]				      =			[None] * (len(__lowerCamelCase    ) + len(__lowerCamelCase    ))

			lowerCAmelCase__ :    str				      =			0  # pointer to current index for left Half
			lowerCAmelCase__ :    List[Any]				      =			0  # pointer to current index for the right Half
			lowerCAmelCase__ :    str				      =			0  # pointer to current index for the sorted array Half

			while pointera < len(__lowerCamelCase    ) and pointera < len(__lowerCamelCase    ):
						if left_half[pointera] < right_half[pointera]:
									lowerCAmelCase__ :    int				      =			left_half[pointera]
									pointera += 1
									index += 1
						else:
									lowerCAmelCase__ :    Any				      =			right_half[pointera]
									pointera += 1
									index += 1
			while pointera < len(__lowerCamelCase    ):
						lowerCAmelCase__ :    int				      =			left_half[pointera]
						pointera += 1
						index += 1

			while pointera < len(__lowerCamelCase    ):
						lowerCAmelCase__ :    Union[str, Any]				      =			right_half[pointera]
						pointera += 1
						index += 1

			return sorted_array



def      _a     (   __UpperCamelCase       :  List[Any]    )     ->   list:
			if len(__lowerCamelCase    ) <= 1:
						return array
			# the actual formula to calculate the middle element = left + (right - left) // 2
			# this avoids integer overflow in case of large N
			lowerCAmelCase__ :    Union[str, Any]				      =			0 + (len(__lowerCamelCase    ) - 0) // 2

			# Split the array into halves till the array length becomes equal to One
			# merge the arrays of single length returned by mergeSort function and
			# pass them into the merge arrays function which merges the array
			lowerCAmelCase__ :    Optional[Any]				      =			array[:middle]
			lowerCAmelCase__ :    Optional[int]				      =			array[middle:]

			return merge(merge_sort(__lowerCamelCase    )	,merge_sort(__lowerCamelCase    )    )


if __name__ == "__main__":
							import doctest

							doctest.testmod()





import unittest
from pathlib import Path
from tempfile import TemporaryDirectory
from unittest.mock import Mock, patch

import diffusers.utils.hub_utils





class 						lowercase       (  unittest.TestCase					):
					@patch('''diffusers.utils.hub_utils.get_full_repo_name'''    )
					def lowercase_			(		self ,	SCREAMING_SNAKE_CASE__    ):
								"""simple docstring"""







								lowerCAmelCase__ :    str				      =			'''full_repo_name'''
								with TemporaryDirectory() as tmpdir:
											# Dummy args values
											lowerCAmelCase__ :    Optional[int]				      =			Mock()
											lowerCAmelCase__ :    Optional[int]				      =			tmpdir
											lowerCAmelCase__ :    Optional[Any]				      =			0
											lowerCAmelCase__ :    Optional[int]				      =			'''hub_token'''
											lowerCAmelCase__ :    Tuple				      =			'''dataset_name'''
											lowerCAmelCase__ :    int				      =			0.01
											lowerCAmelCase__ :    Optional[int]				      =			100000
											lowerCAmelCase__ :    Any				      =			10000
											lowerCAmelCase__ :    Union[str, Any]				      =			0.01
											lowerCAmelCase__ :    int				      =			0.02
											lowerCAmelCase__ :    Union[str, Any]				      =			0.03
											lowerCAmelCase__ :    str				      =			0.0_005
											lowerCAmelCase__ :    Dict				      =			0.000_001
											lowerCAmelCase__ :    Tuple				      =			1
											lowerCAmelCase__ :    Optional[int]				      =			10
											lowerCAmelCase__ :    int				      =			0.001
											lowerCAmelCase__ :    Union[str, Any]				      =			0.1
											lowerCAmelCase__ :    Tuple				      =			0.2
											lowerCAmelCase__ :    Optional[int]				      =			True

											# Model card mush be rendered and saved
											diffusers.utils.hub_utils.create_model_card(SCREAMING_SNAKE_CASE__ ,	model_name='''model_name'''    )
											self.assertTrue((Path(SCREAMING_SNAKE_CASE__    ) / '''README.md''').is_file()    )



