'''simple docstring'''
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


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






@is_pipeline_test
class       __lowercase		(    unittest.TestCase    ):







     """simple docstring"""






     SCREAMING_SNAKE_CASE__		 =    MODEL_FOR_SEQ_TO_SEQ_CAUSAL_LM_MAPPING
     SCREAMING_SNAKE_CASE__		 =    TF_MODEL_FOR_SEQ_TO_SEQ_CAUSAL_LM_MAPPING







     def lowerCAmelCase  (		self  ,      _lowerCamelCase  ,      _lowerCamelCase  ,      _lowerCamelCase     ):
         __UpperCamelCase						:						Optional[int]		     =	SummarizationPipeline(model=_lowerCamelCase  ,      tokenizer=_lowerCamelCase     )
         return summarizer, ["(CNN)The Palestinian Authority officially became", "Some other text"]







     def lowerCAmelCase  (		self  ,      _lowerCamelCase  ,      _lowerCamelCase     ):
         __UpperCamelCase						:						Optional[Any]		     =	summarizer.model

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

         __UpperCamelCase						:						Tuple		     =	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[str]		     =	[
             '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						:						Union[str, Any]		     =	summarizer('This ' * 1_0_0_0     )
         __UpperCamelCase						:						List[Any]		     =	summarizer('This ' * 1_0_0_0  ,      truncation=TruncationStrategy.ONLY_FIRST     )







     @require_torch
     def lowerCAmelCase  (		self     ):
         __UpperCamelCase						:						Optional[Any]		     =	pipeline(task='summarization'  ,      model='sshleifer/tiny-mbart'  ,      framework='pt'     )
         __UpperCamelCase						:						Tuple		     =	summarizer('This is a small test'     )
         self.assertEqual(
             _lowerCamelCase  ,      [
                 {
                     'summary_text': 'เข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไป'
                 }
             ]  ,      )







     @require_tf
     def lowerCAmelCase  (		self     ):
         __UpperCamelCase						:						Optional[int]		     =	pipeline(task='summarization'  ,      model='sshleifer/tiny-mbart'  ,      framework='tf'     )
         __UpperCamelCase						:						Any		     =	summarizer('This is a small test'     )
         self.assertEqual(
             _lowerCamelCase  ,      [
                 {
                     'summary_text': 'เข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไปเข้าไป'
                 }
             ]  ,      )







     @require_torch
     @slow
     def lowerCAmelCase  (		self     ):
         __UpperCamelCase						:						str		     =	pipeline(task='summarization'  ,      device=_lowerCamelCase     )
         __UpperCamelCase						:						Dict		     =	(
             ' (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						:						int		     =	(
             ' 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						:						Optional[Any]		     =	summarizer(_lowerCamelCase     )
         self.assertEqual(result[0]['summary_text']  ,      _lowerCamelCase     )




'''simple docstring'''
from .prime_check import Test

Test()



