

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


_lowerCAmelCase :	int     				=    -1 if torch_device == 'cpu' else 0


@is_pipeline_test
class     lowerCAmelCase				(    unittest.TestCase				):


       '''simple docstring'''







       snake_case    							=	MODEL_FOR_SEQ_TO_SEQ_CAUSAL_LM_MAPPING
       snake_case    							=	TF_MODEL_FOR_SEQ_TO_SEQ_CAUSAL_LM_MAPPING

       def   lowerCamelCase__						(	self					:  Optional[int]						,	__snake_case					:  Optional[Any]						,	__snake_case					:  Optional[Any]						,	__snake_case					:  Any     )   -> Tuple:







        '''simple docstring'''

        lowerCamelCase      						=    SummarizationPipeline(model=__snake_case						,	tokenizer=__snake_case     )
        return summarizer, ["(CNN)The Palestinian Authority officially became", "Some other text"]

       def   lowerCamelCase__						(	self					:  Optional[Any]						,	__snake_case					:  int						,	__snake_case					:  Optional[int]     )   -> List[str]:







        '''simple docstring'''

        lowerCamelCase      						=    summarizer.model

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

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

        # Some models (Switch Transformers, LED, T5, LongT5, etc) can handle long sequences.
        lowerCamelCase      						=    [
            '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(__snake_case						,	__snake_case     )
             and get_gpu_count() > 0
             and len(summarizer.model.trainable_weights     ) > 0
         ):
          with self.assertRaises(__snake_case     ):
           lowerCamelCase      						=    summarizer('This ' * 1000     )
        lowerCamelCase      						=    summarizer('This ' * 1000						,	truncation=TruncationStrategy.ONLY_FIRST     )

       @require_torch
       def   lowerCamelCase__						(	self					:  Union[str, Any]     )   -> Tuple:







        '''simple docstring'''

        lowerCamelCase      						=    pipeline(task='summarization'						,	model='sshleifer/tiny-mbart'						,	framework='pt'     )
        lowerCamelCase      						=    summarizer('This is a small test'     )
        self.assertEqual(
            __snake_case						,	[
                {
                    'summary_text': 'เข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไป'
                }
            ]						,	)

       @require_tf
       def   lowerCamelCase__						(	self					:  Union[str, Any]     )   -> Any:







        '''simple docstring'''

        lowerCamelCase      						=    pipeline(task='summarization'						,	model='sshleifer/tiny-mbart'						,	framework='tf'     )
        lowerCamelCase      						=    summarizer('This is a small test'     )
        self.assertEqual(
            __snake_case						,	[
                {
                    'summary_text': 'เข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไป'
                }
            ]						,	)





       @require_torch
       @slow
       def   lowerCamelCase__						(	self					:  str     )   -> Optional[int]:







        '''simple docstring'''

        lowerCamelCase      						=    pipeline(task='summarization'						,	device=__snake_case     )
        lowerCamelCase      						=    (
            ' (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.'
        )
        lowerCamelCase      						=    (
            ' 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 .'
        )
        lowerCamelCase      						=    summarizer(__snake_case     )
        self.assertEqual(result[0]['summary_text']						,	__snake_case     )









def a_		(       UpperCamelCase_   :							int   ,					UpperCamelCase_   :							list  )							->   list:







 """simple docstring"""

 lowerCamelCase      						=    sorted(UpperCamelCase_   ,					key=lambda UpperCamelCase_  : value[2]   ,					reverse=UpperCamelCase_  )

 # Create a list of size equal to the maximum deadline
 # and initialize it with -1
 lowerCamelCase      						=    max(UpperCamelCase_   ,					key=lambda UpperCamelCase_  : value[1]  )[1]
 lowerCamelCase      						=    [-1] * max_deadline

 # Finding the maximum profit and the count of jobs
 lowerCamelCase      						=    0
 lowerCamelCase      						=    0
 for job in jobs:
  # Find a free time slot for this job
  # (Note that we start from the last possible slot)
  for i in range(job[1] - 1   ,					-1   ,					-1  ):
   if time_slots[i] == -1:
    lowerCamelCase      						=    job[0]
    count += 1
    max_profit += job[2]
    break
 return [count, max_profit]


if __name__ == "__main__":
     import doctest

     doctest.testmod()




