






"""simple docstring"""


class 						snake_case  :





    def __init__(							self     : Union[str, Any]    ,		A     : Any    ,		A     : str      ):


      '''simple docstring'''




      a					:      int    =       name
      a					:      List[Any]    =       val





    def __str__(							self     : List[str]      ):


      '''simple docstring'''




      return F'''{self.__class__.__name__}({self.name}, {self.val})'''





    def __lt__(							self     : Tuple    ,		A     : List[str]      ):


      '''simple docstring'''




      return self.val < other.val






class 						snake_case  :





    def __init__(							self     : List[str]    ,		A     : Optional[int]      ):


      '''simple docstring'''




      a					:      Tuple    =       {}
      a					:      Any    =       {}
      a					:      Any    =       self.build_heap(A      )





    def __getitem__(							self     : Optional[Any]    ,		A     : List[Any]      ):


      '''simple docstring'''




      return self.get_value(A      )





    def     lowerCamelCase__				(							self     : Tuple    ,		A     : List[str]      ):


      '''simple docstring'''




      return (idx - 1) // 2





    def     lowerCamelCase__				(							self     : int    ,		A     : Optional[int]      ):


      '''simple docstring'''




      return idx * 2 + 1





    def     lowerCamelCase__				(							self     : Dict    ,		A     : Optional[int]      ):


      '''simple docstring'''




      return idx * 2 + 2





    def     lowerCamelCase__				(							self     : List[str]    ,		A     : List[Any]      ):


      '''simple docstring'''




      return self.heap_dict[key]





    def     lowerCamelCase__				(							self     : str    ,		A     : List[str]      ):


      '''simple docstring'''




      a					:      Tuple    =       len(A      ) - 1
      a					:      Any    =       self.get_parent_idx(A      )

      for idx, i in enumerate(A      ):
        a					:      Tuple    =       idx
        a					:      List[Any]    =       i.val

      for i in range(A    ,		-1    ,		-1      ):
        self.sift_down(A    ,		A      )
      return array





    def     lowerCamelCase__				(							self     : Tuple    ,		A     : List[Any]    ,		A     : List[Any]      ):


      '''simple docstring'''




      while True:
        a					:      Optional[Any]    =       self.get_left_child_idx(A      )  # noqa: E741
        a					:      Tuple    =       self.get_right_child_idx(A      )

        a					:      str    =       idx
        if l < len(A      ) and array[l] < array[idx]:
          a					:      List[str]    =       l
        if r < len(A      ) and array[r] < array[smallest]:
          a					:      Any    =       r

        if smallest != idx:
          a,					a					:      Optional[Any]    =       array[smallest], array[idx]
          (
              (
              a
          ),					(
              a
          ),					
          )					:      List[str]    =       (
              self.idx_of_element[array[smallest]],
              self.idx_of_element[array[idx]],
          )
          a					:      int    =       smallest
        else:
          break





    def     lowerCamelCase__				(							self     : Any    ,		A     : Optional[Any]      ):


      '''simple docstring'''




      a					:      Any    =       self.get_parent_idx(A      )
      while p >= 0 and self.heap[p] > self.heap[idx]:
        a,					a					:      int    =       self.heap[idx], self.heap[p]
        a,					a					:      int    =       (
            self.idx_of_element[self.heap[idx]],
            self.idx_of_element[self.heap[p]],
        )
        a					:      int    =       p
        a					:      Optional[Any]    =       self.get_parent_idx(A      )





    def     lowerCamelCase__				(							self     : Optional[Any]      ):


      '''simple docstring'''




      return self.heap[0]





    def     lowerCamelCase__				(							self     : Union[str, Any]      ):


      '''simple docstring'''




      a,					a					:      Optional[int]    =       self.heap[-1], self.heap[0]
      a,					a					:      str    =       (
          self.idx_of_element[self.heap[-1]],
          self.idx_of_element[self.heap[0]],
      )

      a					:      Dict    =       self.heap.pop()
      del self.idx_of_element[x]
      self.sift_down(0    ,		self.heap      )
      return x





    def     lowerCamelCase__				(							self     : Optional[int]    ,		A     : Union[str, Any]      ):


      '''simple docstring'''




      self.heap.append(A      )
      a					:      int    =       len(self.heap      ) - 1
      a					:      Tuple    =       node.val
      self.sift_up(len(self.heap      ) - 1      )





    def     lowerCamelCase__				(							self     : Union[str, Any]      ):


      '''simple docstring'''




      return len(self.heap      ) == 0





    def     lowerCamelCase__				(							self     : Tuple    ,		A     : List[str]    ,		A     : Dict      ):


      '''simple docstring'''




      assert (
          self.heap[self.idx_of_element[node]].val > new_value
      ), "newValue must be less that current value"
      a					:      Union[str, Any]    =       new_value
      a					:      List[str]    =       new_value
      self.sift_up(self.idx_of_element[node]      )




_UpperCamelCase    :   str   			=						Node('R', -1)
_UpperCamelCase    :   Optional[int]   			=						Node('B', 6)
_UpperCamelCase    :   str   			=						Node('A', 3)
_UpperCamelCase    :   Optional[Any]   			=						Node('X', 1)
_UpperCamelCase    :   Union[str, Any]   			=						Node('E', 4)

# Use one of these two ways to generate Min-Heap

# Generating Min-Heap from array
_UpperCamelCase    :   str   			=						MinHeap([r, b, a, x, e])

# Generating Min-Heap by Insert method
# myMinHeap.insert(a)
# myMinHeap.insert(b)
# myMinHeap.insert(x)
# myMinHeap.insert(r)
# myMinHeap.insert(e)

# Before
print('Min Heap - before decrease key')
for i in my_min_heap.heap:
   print(i)

print('Min Heap - After decrease key of node [B -> -17]')
my_min_heap.decrease_key(b, -17)

# After
for i in my_min_heap.heap:
   print(i)

if __name__ == "__main__":
   import doctest

   doctest.testmod()












"""simple docstring"""


import logging
from dataclasses import dataclass, field
from pathlib import Path
from typing import Optional, Union

from .generation.configuration_utils import GenerationConfig
from .training_args import TrainingArguments
from .utils import add_start_docstrings


_UpperCamelCase    :   Dict   			=						logging.getLogger(__name__)






@dataclass
@add_start_docstrings(TrainingArguments.__doc__	)
class 						snake_case  (  UpperCAmelCase	):
    __magic_name__   					=					field(default=UpperCAmelCase       ,			metadata={'''help''': '''Whether to use SortishSampler or not.'''}	)
    __magic_name__   					=					field(
        default=UpperCAmelCase       ,			metadata={'''help''': '''Whether to use generate to calculate generative metrics (ROUGE, BLEU).'''}	)
    __magic_name__   					=					field(
        default=UpperCAmelCase       ,			metadata={
            '''help''': (
                '''The `max_length` to use on each evaluation loop when `predict_with_generate=True`. Will default '''
                '''to the `max_length` value of the model configuration.'''
            )
        }       ,			)
    __magic_name__   					=					field(
        default=UpperCAmelCase       ,			metadata={
            '''help''': (
                '''The `num_beams` to use on each evaluation loop when `predict_with_generate=True`. Will default '''
                '''to the `num_beams` value of the model configuration.'''
            )
        }       ,			)
    __magic_name__   					=					field(
        default=UpperCAmelCase       ,			metadata={
            '''help''': '''Model id, file path or url pointing to a GenerationConfig json file, to use during prediction.'''
        }       ,			)





    def     lowerCamelCase__				(							self     : Optional[int]      ):


      '''simple docstring'''




      a					:      List[Any]    =       super().to_dict()
      for k, v in d.items():
        if isinstance(A    ,		A      ):
          a					:      str    =       v.to_dict()
      return d




