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 ):
 lowercase         =     MODEL_FOR_SEQ_TO_SEQ_CAUSAL_LM_MAPPING
 lowercase         =     TF_MODEL_FOR_SEQ_TO_SEQ_CAUSAL_LM_MAPPING

 def 		SCREAMING_SNAKE_CASE__     (				self			:							str     ,   snake_case			:							Dict     ,   snake_case			:							List[str]     ,   snake_case			:							Dict    )     ->		Any:

  """simple docstring"""





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

 def 		SCREAMING_SNAKE_CASE__     (				self			:							List[str]     ,   snake_case			:							Optional[int]     ,   snake_case			:							Optional[int]    )     ->		Union[str, Any]:

  """simple docstring"""





  UpperCamelCase_      :		List[Any]				=      summarizer.model

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

  UpperCamelCase_      :		Any				=      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.
  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(__SCREAMING_SNAKE_CASE     ,   __SCREAMING_SNAKE_CASE    )
       and get_gpu_count() > 0
       and len(summarizer.model.trainable_weights    ) > 0
   ):
    with self.assertRaises(__SCREAMING_SNAKE_CASE    ):
     UpperCamelCase_      :		Any				=      summarizer('This ' * 1_0_0_0    )
  UpperCamelCase_      :		int				=      summarizer('This ' * 1_0_0_0     ,   truncation=TruncationStrategy.ONLY_FIRST    )

 @require_torch
 def 		SCREAMING_SNAKE_CASE__     (				self			:							Union[str, Any]    )     ->		int:

  """simple docstring"""





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

 @require_tf
 def 		SCREAMING_SNAKE_CASE__     (				self			:							Optional[int]    )     ->		str:

  """simple docstring"""





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


 @require_torch
 @slow
 def 		SCREAMING_SNAKE_CASE__     (				self			:							int    )     ->		Optional[Any]:

  """simple docstring"""





  UpperCamelCase_      :		Optional[Any]				=      pipeline(task='summarization'     ,   device=__SCREAMING_SNAKE_CASE    )
  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_      :		Dict				=      (
      ' 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_      :		List[str]				=      summarizer(__SCREAMING_SNAKE_CASE    )
  self.assertEqual(result[0]['summary_text']     ,   __SCREAMING_SNAKE_CASE    )




from datetime import date

import requests

a_					      = 'https://api.carbonintensity.org.uk/intensity'





def      __lowercase  (		):
 UpperCamelCase_      :		Dict				=      requests.get(lowerCamelCase			).json()['data'][0]
 return last_half_hour["intensity"]["actual"]





def      __lowercase  (		lowerCamelCase      :  Union[str, Any]						,						lowerCamelCase      :  Union[str, Any]			):
 return requests.get(F"{BASE_URL}/{start}/{end}"			).json()["data"]


if __name__ == "__main__":
   for entry in fetch_from_to(start=date(2_020, 10, 1), end=date(2_020, 10, 3)):
      print('from {from} to {to}: {intensity[actual]}'.format(**entry))
   print(F"""{fetch_last_half_hour() = }""")



