



"""simple docstring"""
import math



def        lowerCAmelCase_(   lowercase_     :							List[Any]						,   lowercase_     :							Dict = 0						,   lowercase_     :							Optional[Any] = 0							)	->       int:
				_lowerCamelCase        =				end or len(lowerCAmelCase_							)
				for i in range(lowerCAmelCase_						,   lowerCAmelCase_							):
								_lowerCamelCase        =				i
								_lowerCamelCase        =				array[i]
								while temp_index != start and temp_index_value < array[temp_index - 1]:
												_lowerCamelCase        =				array[temp_index - 1]
												temp_index -= 1
								_lowerCamelCase        =				temp_index_value
				return array



def        lowerCAmelCase_(   lowercase_     :							Any						,   lowercase_     :							List[Any]						,   lowercase_     :							Optional[Any]							)	->       str:  # Max Heap
				_lowerCamelCase        =				index
				_lowerCamelCase        =				2 * index + 1  # Left Node
				_lowerCamelCase        =				2 * index + 2  # Right Node

				if left_index < heap_size and array[largest] < array[left_index]:
								_lowerCamelCase        =				left_index

				if right_index < heap_size and array[largest] < array[right_index]:
								_lowerCamelCase        =				right_index

				if largest != index:
								_lowerCamelCase        =				array[largest], array[index]
								heapify(lowerCAmelCase_						,   lowerCAmelCase_						,   lowerCAmelCase_							)



def        lowerCAmelCase_(   lowercase_     :							List[Any]							)	->       Any:
				_lowerCamelCase        =				len(lowerCAmelCase_							)

				for i in range(n // 2						,   -1						,   -1							):
								heapify(lowerCAmelCase_						,   lowerCAmelCase_						,   lowerCAmelCase_							)

				for i in range(n - 1						,   0						,   -1							):
								_lowerCamelCase        =				array[0], array[i]
								heapify(lowerCAmelCase_						,   0						,   lowerCAmelCase_							)

				return array



def        lowerCAmelCase_(   lowercase_     :							Dict						,   lowercase_     :							List[str]						,   lowercase_     :							List[Any]						,   lowercase_     :							Tuple							)	->       List[Any]:



				if (array[first_index] > array[middle_index]) != (
				    array[first_index] > array[last_index]
				):
								return array[first_index]
				elif (array[middle_index] > array[first_index]) != (
				    array[middle_index] > array[last_index]
				):
								return array[middle_index]
				else:
								return array[last_index]



def        lowerCAmelCase_(   lowercase_     :							List[str]						,   lowercase_     :							Union[str, Any]						,   lowercase_     :							List[str]						,   lowercase_     :							str							)	->       Any:
				_lowerCamelCase        =				low
				_lowerCamelCase        =				high
				while True:
								while array[i] < pivot:
												i += 1
								j -= 1
								while pivot < array[j]:
												j -= 1
								if i >= j:
												return i
								_lowerCamelCase        =				array[j], array[i]
								i += 1



def        lowerCAmelCase_(   lowercase_     :							List[Any]							)	->       Dict:



				if len(lowerCAmelCase_							) == 0:
								return array
				_lowerCamelCase        =				2 * math.ceil(math.loga(len(lowerCAmelCase_							)							)							)
				_lowerCamelCase        =				16
				return intro_sort(lowerCAmelCase_						,   0						,   len(lowerCAmelCase_							)						,   lowerCAmelCase_						,   lowerCAmelCase_							)



def        lowerCAmelCase_(   lowercase_     :							Dict						,   lowercase_     :							Union[str, Any]						,   lowercase_     :							str						,   lowercase_     :							Dict						,   lowercase_     :							Dict							)	->       int:



				while end - start > size_threshold:
								if max_depth == 0:
												return heap_sort(lowerCAmelCase_							)
								max_depth -= 1
								_lowerCamelCase        =				median_of_a(lowerCAmelCase_						,   lowerCAmelCase_						,   start + ((end - start) // 2) + 1						,   end - 1							)
								_lowerCamelCase        =				partition(lowerCAmelCase_						,   lowerCAmelCase_						,   lowerCAmelCase_						,   lowerCAmelCase_							)
								intro_sort(lowerCAmelCase_						,   lowerCAmelCase_						,   lowerCAmelCase_						,   lowerCAmelCase_						,   lowerCAmelCase_							)
								_lowerCamelCase        =				p
				return insertion_sort(lowerCAmelCase_						,   lowerCAmelCase_						,   lowerCAmelCase_							)


if __name__ == "__main__":
			import doctest

			doctest.testmod()

			__SCREAMING_SNAKE_CASE  :						Optional[Any]    							=      input('''Enter numbers separated by a comma : ''').strip()
			__SCREAMING_SNAKE_CASE  :						List[Any]    							=      [float(item) for item in user_input.split(''',''')]
			print(sort(unsorted))





"""simple docstring"""
from ...utils import (
    OptionalDependencyNotAvailable,
    is_torch_available,
    is_transformers_available,
    is_transformers_version,
)


try:
			if not (is_transformers_available() and is_torch_available()):
						raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
			from ...utils.dummy_torch_and_transformers_objects import KandinskyPipeline, KandinskyPriorPipeline
else:
			from .pipeline_kandinsky import KandinskyPipeline
			from .pipeline_kandinsky_imgaimg import KandinskyImgaImgPipeline
			from .pipeline_kandinsky_inpaint import KandinskyInpaintPipeline
			from .pipeline_kandinsky_prior import KandinskyPriorPipeline, KandinskyPriorPipelineOutput
			from .text_encoder import MultilingualCLIP
