
import math



def 	UpperCamelCase   (							lowerCAmelCase__			,      lowerCAmelCase__ = 0			,      lowerCAmelCase__ = 0		):
					'''simple docstring'''
					lowercase						     =						end or len(lowerCAmelCase__		)
					for i in range(lowerCAmelCase__			,      lowerCAmelCase__		):
										lowercase						     =						i
										lowercase						     =						array[i]
										while temp_index != start and temp_index_value < array[temp_index - 1]:
															lowercase						     =						array[temp_index - 1]
															temp_index -= 1
										lowercase						     =						temp_index_value
					return array



def 	UpperCamelCase   (							lowerCAmelCase__			,      lowerCAmelCase__			,      lowerCAmelCase__		):  # Max Heap
					'''simple docstring'''
					lowercase						     =						index
					lowercase						     =						2 * index + 1  # Left Node
					lowercase						     =						2 * index + 2  # Right Node

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

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

					if largest != index:
										lowercase     ,						lowercase						     =						array[largest], array[index]
										heapify(lowerCAmelCase__			,      lowerCAmelCase__			,      lowerCAmelCase__		)



def 	UpperCamelCase   (							lowerCAmelCase__		):
					'''simple docstring'''
					lowercase						     =						len(lowerCAmelCase__		)

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

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

					return array



def 	UpperCamelCase   (							lowerCAmelCase__			,      lowerCAmelCase__			,      lowerCAmelCase__			,      lowerCAmelCase__		):
					'''simple docstring'''
					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 	UpperCamelCase   (							lowerCAmelCase__			,      lowerCAmelCase__			,      lowerCAmelCase__			,      lowerCAmelCase__		):
					'''simple docstring'''
					lowercase						     =						low
					lowercase						     =						high
					while True:
										while array[i] < pivot:
															i += 1
										j -= 1
										while pivot < array[j]:
															j -= 1
										if i >= j:
															return i
										lowercase     ,						lowercase						     =						array[j], array[i]
										i += 1



def 	UpperCamelCase   (							lowerCAmelCase__		):
					'''simple docstring'''
					if len(lowerCAmelCase__		) == 0:
										return array
					lowercase						     =						2 * math.ceil(math.loga(len(lowerCAmelCase__		)		)		)
					lowercase						     =						16
					return intro_sort(lowerCAmelCase__			,      0			,      len(lowerCAmelCase__		)			,      lowerCAmelCase__			,      lowerCAmelCase__		)



def 	UpperCamelCase   (							lowerCAmelCase__			,      lowerCAmelCase__			,      lowerCAmelCase__			,      lowerCAmelCase__			,      lowerCAmelCase__		):
					'''simple docstring'''
					while end - start > size_threshold:
										if max_depth == 0:
															return heap_sort(lowerCAmelCase__		)
										max_depth -= 1
										lowercase						     =						median_of_a(lowerCAmelCase__			,      lowerCAmelCase__			,      start + ((end - start) // 2) + 1			,      end - 1		)
										lowercase						     =						partition(lowerCAmelCase__			,      lowerCAmelCase__			,      lowerCAmelCase__			,      lowerCAmelCase__		)
										intro_sort(lowerCAmelCase__			,      lowerCAmelCase__			,      lowerCAmelCase__			,      lowerCAmelCase__			,      lowerCAmelCase__		)
										lowercase						     =						p
					return insertion_sort(lowerCAmelCase__			,      lowerCAmelCase__			,      lowerCAmelCase__		)


if __name__ == "__main__":
		import doctest

		doctest.testmod()

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






from typing import TYPE_CHECKING

from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_torch_available


lowercase__		:Dict			  =   {
    "configuration_luke": ["LUKE_PRETRAINED_CONFIG_ARCHIVE_MAP", "LukeConfig"],
    "tokenization_luke": ["LukeTokenizer"],
}

try:
							if not is_torch_available():
														raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
							pass
else:
							lowercase__		:List[str]			  =   [
							    "LUKE_PRETRAINED_MODEL_ARCHIVE_LIST",
							    "LukeForEntityClassification",
							    "LukeForEntityPairClassification",
							    "LukeForEntitySpanClassification",
							    "LukeForMultipleChoice",
							    "LukeForQuestionAnswering",
							    "LukeForSequenceClassification",
							    "LukeForTokenClassification",
							    "LukeForMaskedLM",
							    "LukeModel",
							    "LukePreTrainedModel",
							]


if TYPE_CHECKING:
							from .configuration_luke import LUKE_PRETRAINED_CONFIG_ARCHIVE_MAP, LukeConfig
							from .tokenization_luke import LukeTokenizer

							try:
														if not is_torch_available():
																					raise OptionalDependencyNotAvailable()
							except OptionalDependencyNotAvailable:
														pass
							else:
														from .modeling_luke import (
														    LUKE_PRETRAINED_MODEL_ARCHIVE_LIST,
														    LukeForEntityClassification,
														    LukeForEntityPairClassification,
														    LukeForEntitySpanClassification,
														    LukeForMaskedLM,
														    LukeForMultipleChoice,
														    LukeForQuestionAnswering,
														    LukeForSequenceClassification,
														    LukeForTokenClassification,
														    LukeModel,
														    LukePreTrainedModel,
														)

else:
							import sys

							lowercase__		:Tuple			  =   _LazyModule(__name__, globals()["__file__"], _import_structure, module_spec=__spec__)




