
import unittest

from transformers import is_torch_available
from transformers.testing_utils import require_torch


if is_torch_available():
			import torch

			from transformers.generation import DisjunctiveConstraint




@require_torch
class     _SCREAMING_SNAKE_CASE     (      unittest.TestCase						):



	def     SCREAMING_SNAKE_CASE_(    self )				->       Optional[int]:
					# For consistency across different places the DisjunctiveConstraint is called,
					# dc.token_ids is a list of integers. It is also initialized only by integers.

					lowerCamelCase_						=			[[1, 2, 4], [1, 2, 3, 4]]
					lowerCamelCase_						=			DisjunctiveConstraint(lowercase )
					self.assertTrue(isinstance(dc.token_ids						,  lowercase ) )

					with self.assertRaises(lowercase ):
									DisjunctiveConstraint(torch.LongTensor([[1, 2, 4], [1, 2, 3]] ) )

					with self.assertRaises(lowercase ):
									DisjunctiveConstraint([torch.LongTensor([1, 2, 4] ), torch.LongTensor([1, 2, 3, 4, 5] )] )



	def     SCREAMING_SNAKE_CASE_(    self )				->       Union[str, Any]:
					# We can't have constraints that are complete subsets of another. This leads to a preverse
					# interpretation of "constraint fulfillment": does generating [1,2,3] fulfill the constraint?
					# It would mean that it generated [1,2] which fulfills it, but it's in the middle of potentially
					# fulfilling [1,2,3,4]. If we believe that [1,2,3] does fulfill the constraint, then the algorithm
					# will necessarily never reach [1,2,3,4], giving users a false sense of control (better to just not allow it).
					lowerCamelCase_						=			[[1, 2], [1, 2, 3, 4]]

					with self.assertRaises(lowercase ):
									DisjunctiveConstraint(lowercase )  # fails here



	def     SCREAMING_SNAKE_CASE_(    self )				->       Optional[Any]:
					lowerCamelCase_						=			[[1, 2, 3], [1, 2, 4]]

					lowerCamelCase_						=			DisjunctiveConstraint(lowercase )

					lowerCamelCase_	,    lowerCamelCase_	,    lowerCamelCase_						=			dc.update(1 )
					lowerCamelCase_						=			stepped is True and completed is False and reset is False
					self.assertTrue(lowercase )
					self.assertTrue(not dc.completed )
					self.assertTrue(dc.current_seq == [1] )

					lowerCamelCase_	,    lowerCamelCase_	,    lowerCamelCase_						=			dc.update(2 )
					lowerCamelCase_						=			stepped is True and completed is False and reset is False
					self.assertTrue(lowercase )
					self.assertTrue(not dc.completed )
					self.assertTrue(dc.current_seq == [1, 2] )

					lowerCamelCase_	,    lowerCamelCase_	,    lowerCamelCase_						=			dc.update(3 )
					lowerCamelCase_						=			stepped is True and completed is True and reset is False
					self.assertTrue(lowercase )
					self.assertTrue(dc.completed )  # Completed!
					self.assertTrue(dc.current_seq == [1, 2, 3] )



	def     SCREAMING_SNAKE_CASE_(    self )				->       List[Any]:
					lowerCamelCase_						=			[[1, 2, 3], [1, 2, 4, 5], [1, 2, 5]]

					lowerCamelCase_						=			DisjunctiveConstraint(lowercase )

					lowerCamelCase_	,    lowerCamelCase_	,    lowerCamelCase_						=			dc.update(1 )
					self.assertTrue(not dc.completed )
					self.assertTrue(dc.current_seq == [1] )

					lowerCamelCase_	,    lowerCamelCase_	,    lowerCamelCase_						=			dc.update(2 )
					self.assertTrue(not dc.completed )
					self.assertTrue(dc.current_seq == [1, 2] )

					lowerCamelCase_	,    lowerCamelCase_	,    lowerCamelCase_						=			dc.update(4 )
					self.assertTrue(not dc.completed )
					self.assertTrue(dc.current_seq == [1, 2, 4] )

					lowerCamelCase_	,    lowerCamelCase_	,    lowerCamelCase_						=			dc.update(5 )
					self.assertTrue(dc.completed )  # Completed!
					self.assertTrue(dc.current_seq == [1, 2, 4, 5] )

					dc.reset()

					lowerCamelCase_	,    lowerCamelCase_	,    lowerCamelCase_						=			dc.update(1 )
					self.assertTrue(not dc.completed )
					self.assertTrue(dc.remaining() == 3 )
					self.assertTrue(dc.current_seq == [1] )

					lowerCamelCase_	,    lowerCamelCase_	,    lowerCamelCase_						=			dc.update(2 )
					self.assertTrue(not dc.completed )
					self.assertTrue(dc.remaining() == 2 )
					self.assertTrue(dc.current_seq == [1, 2] )

					lowerCamelCase_	,    lowerCamelCase_	,    lowerCamelCase_						=			dc.update(5 )
					self.assertTrue(dc.completed )  # Completed!
					self.assertTrue(dc.remaining() == 0 )
					self.assertTrue(dc.current_seq == [1, 2, 5] )




import math





def 			lowerCamelCase_ (				lowerCamelCase__	, lowerCamelCase__ = 0	, lowerCamelCase__ = 0    ):
				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_ (				lowerCamelCase__	, lowerCamelCase__	, lowerCamelCase__    ):  # 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_	,    lowerCamelCase_						=			array[largest], array[index]
								heapify(lowerCamelCase__	, lowerCamelCase__	, lowerCamelCase__    )





def 			lowerCamelCase_ (				lowerCamelCase__    ):
				lowerCamelCase_						=			len(lowerCamelCase__    )

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

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

				return array





def 			lowerCamelCase_ (				lowerCamelCase__	, lowerCamelCase__	, lowerCamelCase__	, lowerCamelCase__    ):
				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_ (				lowerCamelCase__	, lowerCamelCase__	, lowerCamelCase__	, lowerCamelCase__    ):
				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_	,    lowerCamelCase_						=			array[j], array[i]
								i += 1





def 			lowerCamelCase_ (				lowerCamelCase__    ):
				if len(lowerCamelCase__    ) == 0:
								return array
				lowerCamelCase_						=			2 * math.ceil(math.loga(len(lowerCamelCase__    )    )    )
				lowerCamelCase_						=			1_6
				return intro_sort(lowerCamelCase__	, 0	, len(lowerCamelCase__    )	, lowerCamelCase__	, lowerCamelCase__    )





def 			lowerCamelCase_ (				lowerCamelCase__	, lowerCamelCase__	, lowerCamelCase__	, lowerCamelCase__	, lowerCamelCase__    ):
				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()

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


