class 				__lowerCAmelCase					:



 '''simple docstring'''

 def __init__(     self    :						Tuple					)	->							Optional[int]:
        _UpperCamelCase       :    Union[str, Any]					  =					[0]
        _UpperCamelCase       :    Union[str, Any]					  =					0

 def    __snake_case   (     self    :						Tuple    ,     lowerCamelCase    :						int					)	->							None:
        _UpperCamelCase       :    Any					  =					self.__heap[i]
        while i // 2 > 0:
               if self.__heap[i] > self.__heap[i // 2]:
                      _UpperCamelCase       :    int					  =					self.__heap[i // 2]
                      _UpperCamelCase       :    List[str]					  =					temporary
               i //= 2

 def    __snake_case   (     self    :						Dict    ,     lowerCamelCase    :						int					)	->							None:
        self.__heap.append(lowerCamelCase					)
        self.__size += 1
        self.__swap_up(self.__size					)

 def    __snake_case   (     self    :						Dict    ,     lowerCamelCase    :						int					)	->							None:
        while self.__size >= 2 * i:
               if 2 * i + 1 > self.__size:
                      _UpperCamelCase       :    List[Any]					  =					2 * i
               else:
                      if self.__heap[2 * i] > self.__heap[2 * i + 1]:
                             _UpperCamelCase       :    Union[str, Any]					  =					2 * i
                      else:
                             _UpperCamelCase       :    List[Any]					  =					2 * i + 1
               _UpperCamelCase       :    List[Any]					  =					self.__heap[i]
               if self.__heap[i] < self.__heap[bigger_child]:
                      _UpperCamelCase       :    Optional[Any]					  =					self.__heap[bigger_child]
                      _UpperCamelCase       :    Tuple					  =					temporary
               _UpperCamelCase       :    Union[str, Any]					  =					bigger_child

 def    __snake_case   (     self    :						Optional[int]					)	->							int:
        _UpperCamelCase       :    List[Any]					  =					self.__heap[1]
        _UpperCamelCase       :    List[str]					  =					self.__heap[self.__size]
        self.__size -= 1
        self.__heap.pop()
        self.__swap_down(1					)
        return max_value

 @property
 def    __snake_case   (     self    :						str					)	->							int:
        return self.__heap[1:]

 def __len__(     self    :						Tuple					)	->							int:
        return self.__size


if __name__ == "__main__":
 import doctest

 doctest.testmod()
 # create an instance of BinaryHeap
 UpperCAmelCase     						=			BinaryHeap()
 binary_heap.insert(6)
 binary_heap.insert(10)
 binary_heap.insert(15)
 binary_heap.insert(12)
 # pop root(max-values because it is max heap)
 print(binary_heap.pop())  # 15
 print(binary_heap.pop())  # 12
 # get the list and size after operations
 print(binary_heap.get_list)
 print(len(binary_heap))




import unittest

from transformers import (
    MODEL_FOR_SEQ_TO_SEQ_CAUSAL_LM_MAPPING,
    TF_MODEL_FOR_SEQ_TO_SEQ_CAUSAL_LM_MAPPING,
    SummarizationPipeline,
    TFPreTrainedModel,
    pipeline,
)
from transformers.testing_utils import get_gpu_count, is_pipeline_test, require_tf, require_torch, slow, torch_device
from transformers.tokenization_utils import TruncationStrategy

from .test_pipelines_common import ANY


UpperCAmelCase     						=			-1 if torch_device == '''cpu''' else 0




@is_pipeline_test
class 				__lowerCAmelCase					(    unittest.TestCase  ):



 '''simple docstring'''
 _lowerCamelCase  :		Dict			      =	MODEL_FOR_SEQ_TO_SEQ_CAUSAL_LM_MAPPING
 _lowerCamelCase  :		Optional[Any]			      =	TF_MODEL_FOR_SEQ_TO_SEQ_CAUSAL_LM_MAPPING

 def    __snake_case   (     self    :						str    ,     lowerCamelCase    :						List[Any]    ,     lowerCamelCase    :						List[str]    ,     lowerCamelCase    :						Union[str, Any]					)	->							Any:
        _UpperCamelCase       :    Dict					  =					SummarizationPipeline(model=lowerCamelCase    ,     tokenizer=lowerCamelCase					)
        return summarizer, ["(CNN)The Palestinian Authority officially became", "Some other text"]

 def    __snake_case   (     self    :						Tuple    ,     lowerCamelCase    :						Dict    ,     lowerCamelCase    :						Any					)	->							Optional[Any]:
        _UpperCamelCase       :    Dict					  =					summarizer.model

        _UpperCamelCase       :    Any					  =					summarizer('(CNN)The Palestinian Authority officially became'					)
        self.assertEqual(lowerCamelCase    ,     [{'summary_text': ANY(lowerCamelCase					)}]					)

        _UpperCamelCase       :    Union[str, Any]					  =					summarizer(
            '(CNN)The Palestinian Authority officially became '    ,     num_beams=2    ,     min_length=2    ,     max_length=5    ,     )
        self.assertEqual(lowerCamelCase    ,     [{'summary_text': ANY(lowerCamelCase					)}]					)

        # Some models (Switch Transformers, LED, T5, LongT5, etc) can handle long sequences.
        _UpperCamelCase       :    List[Any]					  =					[
            'SwitchTransformersConfig',
            'T5Config',
            'LongT5Config',
            'LEDConfig',
            'PegasusXConfig',
            'FSMTConfig',
            'M2M100Config',
            'ProphetNetConfig',  # positional embeddings up to a fixed maximum size (otherwise clamping the values)
        ]
        if model.config.__class__.__name__ not in model_can_handle_longer_seq:
               # Too long and exception is expected.
               # For TF models, if the weights are initialized in GPU context, we won't get expected index error from
               # the embedding layer.
               if not (
                   isinstance(lowerCamelCase    ,     lowerCamelCase					)
                   and get_gpu_count() > 0
                   and len(summarizer.model.trainable_weights					) > 0
               ):
                      with self.assertRaises(lowerCamelCase					):
                             _UpperCamelCase       :    Any					  =					summarizer('This ' * 1_0_0_0					)
        _UpperCamelCase       :    Optional[int]					  =					summarizer('This ' * 1_0_0_0    ,     truncation=TruncationStrategy.ONLY_FIRST					)

 @require_torch
 def    __snake_case   (     self    :						Any					)	->							Optional[int]:
        _UpperCamelCase       :    int					  =					pipeline(task='summarization'    ,     model='sshleifer/tiny-mbart'    ,     framework='pt'					)
        _UpperCamelCase       :    List[str]					  =					summarizer('This is a small test'					)
        self.assertEqual(
            lowerCamelCase    ,     [
                {
                    'summary_text': 'เข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไป'
                }
            ]    ,     )

 @require_tf
 def    __snake_case   (     self    :						List[Any]					)	->							Optional[Any]:
        _UpperCamelCase       :    Dict					  =					pipeline(task='summarization'    ,     model='sshleifer/tiny-mbart'    ,     framework='tf'					)
        _UpperCamelCase       :    List[str]					  =					summarizer('This is a small test'					)
        self.assertEqual(
            lowerCamelCase    ,     [
                {
                    'summary_text': 'เข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไป'
                }
            ]    ,     )

 @require_torch
 @slow
 def    __snake_case   (     self    :						Dict					)	->							int:
        _UpperCamelCase       :    Optional[int]					  =					pipeline(task='summarization'    ,     device=lowerCamelCase					)
        _UpperCamelCase       :    Optional[Any]					  =					(
            ' (CNN)The Palestinian Authority officially became the 123rd member of the International Criminal Court on'
            ' Wednesday, a step that gives the court jurisdiction over alleged crimes in Palestinian territories. The'
            ' formal accession was marked with a ceremony at The Hague, in the Netherlands, where the court is based.'
            ' The Palestinians signed the ICC\'s founding Rome Statute in January, when they also accepted its'
            ' jurisdiction over alleged crimes committed "in the occupied Palestinian territory, including East'
            ' Jerusalem, since June 13, 2014." Later that month, the ICC opened a preliminary examination into the'
            ' situation in Palestinian territories, paving the way for possible war crimes investigations against'
            ' Israelis. As members of the court, Palestinians may be subject to counter-charges as well. Israel and'
            ' the United States, neither of which is an ICC member, opposed the Palestinians\' efforts to join the'
            ' body. But Palestinian Foreign Minister Riad al-Malki, speaking at Wednesday\'s ceremony, said it was a'
            ' move toward greater justice. "As Palestine formally becomes a State Party to the Rome Statute today, the'
            ' world is also a step closer to ending a long era of impunity and injustice," he said, according to an'
            ' ICC news release. "Indeed, today brings us closer to our shared goals of justice and peace." Judge'
            ' Kuniko Ozaki, a vice president of the ICC, said acceding to the treaty was just the first step for the'
            ' Palestinians. "As the Rome Statute today enters into force for the State of Palestine, Palestine'
            ' acquires all the rights as well as responsibilities that come with being a State Party to the Statute.'
            ' These are substantive commitments, which cannot be taken lightly," she said. Rights group Human Rights'
            ' Watch welcomed the development. "Governments seeking to penalize Palestine for joining the ICC should'
            ' immediately end their pressure, and countries that support universal acceptance of the court\'s treaty'
            ' should speak out to welcome its membership," said Balkees Jarrah, international justice counsel for the'
            ' group. \"What\'s objectionable is the attempts to undermine international justice, not Palestine\'s'
            ' decision to join a treaty to which over 100 countries around the world are members." In January, when'
            ' the preliminary ICC examination was opened, Israeli Prime Minister Benjamin Netanyahu described it as an'
            ' outrage, saying the court was overstepping its boundaries. The United States also said it "strongly"'
            ' disagreed with the court\'s decision. \"As we have said repeatedly, we do not believe that Palestine is a'
            ' state and therefore we do not believe that it is eligible to join the ICC," the State Department said in'
            ' a statement. It urged the warring sides to resolve their differences through direct negotiations. "We'
            ' will continue to oppose actions against Israel at the ICC as counterproductive to the cause of peace,"'
            ' it said. But the ICC begs to differ with the definition of a state for its purposes and refers to the'
            ' territories as "Palestine." While a preliminary examination is not a formal investigation, it allows the'
            ' court to review evidence and determine whether to investigate suspects on both sides. Prosecutor Fatou'
            ' Bensouda said her office would "conduct its analysis in full independence and impartiality." The war'
            ' between Israel and Hamas militants in Gaza last summer left more than 2,000 people dead. The inquiry'
            ' will include alleged war crimes committed since June. The International Criminal Court was set up in'
            ' 2002 to prosecute genocide, crimes against humanity and war crimes. CNN\'s Vasco Cotovio, Kareem Khadder'
            ' and Faith Karimi contributed to this report.'
        )
        _UpperCamelCase       :    Union[str, Any]					  =					(
            ' The Palestinian Authority becomes the 123rd member of the International Criminal Court . The move gives'
            ' the court jurisdiction over alleged crimes in Palestinian territories . Israel and the United States'
            ' opposed the Palestinians\' efforts to join the court . Rights group Human Rights Watch welcomes the move,'
            ' says governments seeking to penalize Palestine should end pressure .'
        )
        _UpperCamelCase       :    str					  =					summarizer(lowerCamelCase					)
        self.assertEqual(result[0]['summary_text']    ,     lowerCamelCase					)



