
"""simple docstring"""


import math







class 			lowerCAmelCase_			:



						'''simple docstring'''


						def __init__(	self       : List[Any]					,A_       : Optional[Any] )       ->				Union[str, Any]:
							A  				=				len(A_ )
							A  				=				[0] * (
							    4 * self.N
							)  # approximate the overall size of segment tree with array N
							self.build(1					,0					,self.N - 1 )


						def   _SCREAMING_SNAKE_CASE (	self       : List[Any]					,A_       : Optional[Any] )       ->				str:
							return idx * 2


						def   _SCREAMING_SNAKE_CASE (	self       : int					,A_       : Any )       ->				Optional[Any]:
							return idx * 2 + 1


						def   _SCREAMING_SNAKE_CASE (	self       : int					,A_       : List[str]					,A_       : int					,A_       : Optional[Any] )       ->				Optional[Any]:  # noqa: E741
							if l == r:
								A  				=				A[l]
							else:
								A  				=				(l + r) // 2
								self.build(self.left(A_ )					,A_					,A_ )
								self.build(self.right(A_ )					,mid + 1					,A_ )
								A  				=				max(self.st[self.left(A_ )]					,self.st[self.right(A_ )] )


						def   _SCREAMING_SNAKE_CASE (	self       : Dict					,A_       : str					,A_       : int					,A_       : Optional[int] )       ->				Dict:
							return self.update_recursive(1					,0					,self.N - 1					,a - 1					,b - 1					,A_ )


						def   _SCREAMING_SNAKE_CASE (	self       : Optional[int]					,A_       : int					,A_       : Optional[Any]					,A_       : Optional[int]					,A_       : Dict					,A_       : Union[str, Any]					,A_       : Optional[int] )       ->				Tuple:  # noqa: E741
							if r < a or l > b:
								return True
							if l == r:
								A  				=				val
								return True
							A  				=				(l + r) // 2
							self.update_recursive(self.left(A_ )					,A_					,A_					,A_					,A_					,A_ )
							self.update_recursive(self.right(A_ )					,mid + 1					,A_					,A_					,A_					,A_ )
							A  				=				max(self.st[self.left(A_ )]					,self.st[self.right(A_ )] )
							return True


						def   _SCREAMING_SNAKE_CASE (	self       : Optional[int]					,A_       : Union[str, Any]					,A_       : str )       ->				Optional[int]:
							return self.query_recursive(1					,0					,self.N - 1					,a - 1					,b - 1 )


						def   _SCREAMING_SNAKE_CASE (	self       : str					,A_       : Tuple					,A_       : str					,A_       : Optional[Any]					,A_       : Union[str, Any]					,A_       : Tuple )       ->				Any:  # noqa: E741
							if r < a or l > b:
								return -math.inf
							if l >= a and r <= b:
								return self.st[idx]
							A  				=				(l + r) // 2
							A  				=				self.query_recursive(self.left(A_ )					,A_					,A_					,A_					,A_ )
							A  				=				self.query_recursive(self.right(A_ )					,mid + 1					,A_					,A_					,A_ )
							return max(A_					,A_ )




						def   _SCREAMING_SNAKE_CASE (	self       : str )       ->				List[Any]:
							A  				=				[]
							for i in range(1					,N + 1 ):
								show_list += [self.query(A_					,A_ )]
							print(A_ )


if __name__ == "__main__":
		_lowercase											=			[1, 2, -4, 7, 3, -5, 6, 11, -20, 9, 14, 15, 5, 2, -8]
		_lowercase											=			15
		_lowercase											=			SegmentTree(A)
		print(segt.query(4, 6))
		print(segt.query(7, 11))
		print(segt.query(7, 12))
		segt.update(1, 3, 1_11)
		print(segt.query(1, 15))
		segt.update(7, 8, 2_35)
		segt.show_data()

"""simple docstring"""


from dataclasses import dataclass
from typing import List, Optional, Union

import numpy as np
import PIL
from PIL import Image

from ...utils import is_torch_available, is_transformers_available


if is_transformers_available() and is_torch_available():
		from .image_encoder import PaintByExampleImageEncoder
		from .pipeline_paint_by_example import PaintByExamplePipeline