




from __future__ import annotations

from abc import abstractmethod
from collections.abc import Iterable
from typing import Generic, Protocol, TypeVar





class  lowerCamelCase_							(   a_      ):


 '''simple docstring'''







 @abstractmethod
 def __lt__(							self						:	List[str]       ,       _lowerCAmelCase						:	str		):
       pass



 @abstractmethod
 def __gt__(							self						:	int       ,       _lowerCAmelCase						:	Optional[int]		):
       pass




 @abstractmethod
 def __eq__(							self						:	Optional[int]       ,       _lowerCAmelCase						:	Dict		):
       pass


lowerCamelCase__				:     int			       =							TypeVar('T', bound=Comparable)





class  lowerCamelCase_							(   Generic[T]      ):


 '''simple docstring'''







 def __init__(							self						:	Optional[int]		):
       SCREAMING_SNAKE_CASE_					=    []
       SCREAMING_SNAKE_CASE_					=    0



 def __repr__(							self						:	Optional[Any]		):
       return str(self.h		)



 def    lowerCAmelCase_						(							self						:	Optional[int]       ,       _lowerCAmelCase						:	Any		):
       if child_idx > 0:
             return (child_idx - 1) // 2
       return None



 def    lowerCAmelCase_						(							self						:	Tuple       ,       _lowerCAmelCase						:	str		):
       SCREAMING_SNAKE_CASE_					=    2 * parent_idx + 1
       if left_child_index < self.heap_size:
             return left_child_index
       return None



 def    lowerCAmelCase_						(							self						:	Optional[int]       ,       _lowerCAmelCase						:	List[str]		):
       SCREAMING_SNAKE_CASE_					=    2 * parent_idx + 2
       if right_child_index < self.heap_size:
             return right_child_index
       return None



 def    lowerCAmelCase_						(							self						:	List[Any]       ,       _lowerCAmelCase						:	Dict		):
       if index < self.heap_size:
             SCREAMING_SNAKE_CASE_					=    index
             SCREAMING_SNAKE_CASE_					=    self.left_child_idx(_snake_case		)
             SCREAMING_SNAKE_CASE_					=    self.right_child_idx(_snake_case		)
             # check which child is larger than its parent
             if left_child is not None and self.h[left_child] > self.h[violation]:
                   SCREAMING_SNAKE_CASE_					=    left_child
             if right_child is not None and self.h[right_child] > self.h[violation]:
                   SCREAMING_SNAKE_CASE_					=    right_child
             # if violation indeed exists
             if violation != index:
                   # swap to fix the violation
                   SCREAMING_SNAKE_CASE_					=    self.h[index], self.h[violation]
                   # fix the subsequent violation recursively if any
                   self.max_heapify(_snake_case		)



 def    lowerCAmelCase_						(							self						:	Any       ,       _lowerCAmelCase						:	int		):
       SCREAMING_SNAKE_CASE_					=    list(_snake_case		)
       SCREAMING_SNAKE_CASE_					=    len(self.h		)
       if self.heap_size > 1:
             # max_heapify from right to left but exclude leaves (last level)
             for i in range(self.heap_size // 2 - 1       ,       -1       ,       -1		):
                   self.max_heapify(_snake_case		)



 def    lowerCAmelCase_						(							self						:	int		):
       if self.heap_size >= 2:
             SCREAMING_SNAKE_CASE_					=    self.h[0]
             SCREAMING_SNAKE_CASE_					=    self.h.pop(-1		)
             self.heap_size -= 1
             self.max_heapify(0		)
             return me
       elif self.heap_size == 1:
             self.heap_size -= 1
             return self.h.pop(-1		)
       else:
             raise Exception('Empty heap'		)



 def    lowerCAmelCase_						(							self						:	List[str]       ,       _lowerCAmelCase						:	Union[str, Any]		):
       self.h.append(_snake_case		)
       SCREAMING_SNAKE_CASE_					=    (self.heap_size - 1) // 2
       self.heap_size += 1
       while idx >= 0:
             self.max_heapify(_snake_case		)
             SCREAMING_SNAKE_CASE_					=    (idx - 1) // 2




 def    lowerCAmelCase_						(							self						:	Tuple		):
       SCREAMING_SNAKE_CASE_					=    self.heap_size
       for j in range(size - 1       ,       0       ,       -1		):
             SCREAMING_SNAKE_CASE_					=    self.h[j], self.h[0]
             self.heap_size -= 1
             self.max_heapify(0		)
       SCREAMING_SNAKE_CASE_					=    size


if __name__ == "__main__":
     import doctest

     # run doc test
     doctest.testmod()

     # demo
     for unsorted in [
         [0],
         [2],
         [3, 5],
         [5, 3],
         [5, 5],
         [0, 0, 0, 0],
         [1, 1, 1, 1],
         [2, 2, 3, 5],
         [0, 2, 2, 3, 5],
         [2, 5, 3, 0, 2, 3, 0, 3],
         [6, 1, 2, 7, 9, 3, 4, 5, 10, 8],
         [103, 9, 1, 7, 11, 15, 25, 201, 209, 107, 5],
         [-45, -2, -5],
     ]:
          print(f'''unsorted array: {unsorted}''')

          lowerCamelCase__				:     Heap[int]			       =							Heap()
          heap.build_max_heap(unsorted)
          print(f'''after build heap: {heap}''')

          print(f'''max value: {heap.extract_max()}''')
          print(f'''after max value removed: {heap}''')

          heap.insert(100)
          print(f'''after new value 100 inserted: {heap}''')

          heap.heap_sort()
          print(f'''heap-sorted array: {heap}\n''')





import warnings

from ...utils import logging
from .image_processing_detr import DetrImageProcessor


lowerCamelCase__				:     Optional[Any]			       =							logging.get_logger(__name__)





class  lowerCamelCase_							(   _SCREAMING_SNAKE_CASE      ):


 '''simple docstring'''







 def __init__(							self						:	Dict       ,       *_lowerCAmelCase						:	str       ,       **_lowerCAmelCase						:	List[str]		):
       warnings.warn(
           'The class DetrFeatureExtractor is deprecated and will be removed in version 5 of Transformers.'
           ' Please use DetrImageProcessor instead.'       ,       _lowerCAmelCase       ,       )
       super().__init__(*_lowerCAmelCase       ,       **_lowerCAmelCase		)