

'''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


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


@is_pipeline_test
class   lowerCAmelCase     (      unittest.TestCase   ):
       lowerCAmelCase_		= MODEL_FOR_SEQ_TO_SEQ_CAUSAL_LM_MAPPING
       lowerCAmelCase_		= TF_MODEL_FOR_SEQ_TO_SEQ_CAUSAL_LM_MAPPING







       def 			snake_case   (							self			: List[str]						,      __lowercase			: Union[str, Any]						,      __lowercase			: Optional[Any]						,      __lowercase			: Optional[int]      ):







            """simple docstring"""







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







       def 			snake_case   (							self			: Union[str, Any]						,      __lowercase			: List[Any]						,      __lowercase			: int      ):







            """simple docstring"""







            __lowercase					=summarizer.model

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

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

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







       @require_torch
       def 			snake_case   (							self			: Optional[int]      ):







            """simple docstring"""







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







       @require_tf
       def 			snake_case   (							self			: Optional[Any]      ):







            """simple docstring"""







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







       @require_torch
       @slow
       def 			snake_case   (							self			: int      ):







            """simple docstring"""







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





'''simple docstring'''

import os

import requests
from bsa import BeautifulSoup
from fake_useragent import UserAgent

UpperCAmelCase				   =  {'''UserAgent''': UserAgent().random}
UpperCAmelCase				   =  '''https://www.mywaifulist.moe/random'''

def 				__UpperCamelCase							(	lowercase__						:  str,					lowercase__						:  str ):






     '''simple docstring'''





     __lowercase					=requests.get(lowercase__,					headers=lowercase__ )
     with open(lowercase__,					'wb' ) as file:
          file.write(image.content )

def 				__UpperCamelCase							(	):






     '''simple docstring'''





     __lowercase					=BeautifulSoup(requests.get(lowercase__,					headers=lowercase__ ).text,					'html.parser' )
     __lowercase					=soup.find('meta',					attrs={'property': 'og:title'} ).attrs['content']
     __lowercase					=soup.find('meta',					attrs={'property': 'og:image'} ).attrs['content']
     __lowercase					=soup.find('p',					id='description' ).get_text()
     __lowercase		,     __lowercase					=os.path.splitext(os.path.basename(lowercase__ ) )
     __lowercase					=title.strip().replace(' ',					'_' )
     __lowercase					=F'''{image_title}{image_extension}'''
     save_image(lowercase__,					lowercase__ )
     return (title, description, image_title)


if __name__ == "__main__":
       UpperCAmelCase   ,			UpperCAmelCase   ,			UpperCAmelCase				   =  random_anime_character()
       print(F'''{title}\n\n{desc}\n\nImage saved : {image_title}''')


