


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


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





@is_pipeline_test
class    lowerCAmelCase__				(			unittest.TestCase       ):






						"""simple docstring"""
						__UpperCAmelCase   :		int  					=	MODEL_FOR_SEQ_TO_SEQ_CAUSAL_LM_MAPPING
						__UpperCAmelCase   :		Optional[Any]  					=	TF_MODEL_FOR_SEQ_TO_SEQ_CAUSAL_LM_MAPPING




						def 					_UpperCamelCase			(   self				,							a_				,							a_				,							a_     ):
							lowerCamelCase_			:							Tuple      =       SummarizationPipeline(model=a_				,							tokenizer=a_     )
							return summarizer, ["(CNN)The Palestinian Authority officially became", "Some other text"]




						def 					_UpperCamelCase			(   self				,							a_				,							a_     ):
							lowerCamelCase_			:							List[str]      =       summarizer.model

							lowerCamelCase_			:							int      =       summarizer("(CNN)The Palestinian Authority officially became"     )
							self.assertEqual(a_				,							[{"summary_text": ANY(a_     )}]     )

							lowerCamelCase_			:							List[Any]      =       summarizer(
							    "(CNN)The Palestinian Authority officially became "				,							num_beams=2				,							min_length=2				,							max_length=5				,							)
							self.assertEqual(a_				,							[{"summary_text": ANY(a_     )}]     )

							# Some models (Switch Transformers, LED, T5, LongT5, etc) can handle long sequences.
							lowerCamelCase_			:							Tuple      =       [
							    "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(a_				,							a_     )
								    and get_gpu_count() > 0
								    and len(summarizer.model.trainable_weights     ) > 0
								):
									with self.assertRaises(a_     ):
										lowerCamelCase_			:							List[str]      =       summarizer("This " * 1000     )
							lowerCamelCase_			:							List[str]      =       summarizer("This " * 1000				,							truncation=TruncationStrategy.ONLY_FIRST     )




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




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




						@require_torch
						@slow
						def 					_UpperCamelCase			(   self     ):
							lowerCamelCase_			:							int      =       pipeline(task="summarization"				,							device=a_     )
							lowerCamelCase_			:							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."
							)
							lowerCamelCase_			:							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 ."
							)
							lowerCamelCase_			:							str      =       summarizer(a_     )
							self.assertEqual(result[0]["summary_text"]				,							a_     )





__magic_name__       					=      {
    '''0''': 1,
    '''1''': 1,
    '''2''': 2,
    '''3''': 6,
    '''4''': 2_4,
    '''5''': 1_2_0,
    '''6''': 7_2_0,
    '''7''': 5_0_4_0,
    '''8''': 4_0_3_2_0,
    '''9''': 3_6_2_8_8_0,
}

__magic_name__       					=      {1_4_5: 1_4_5}

__magic_name__       					=      {
    1_4_5: 0,
    1_6_9: 3,
    3_6_3_0_1: 3,
    1_4_5_4: 3,
    8_7_1: 2,
    4_5_3_6_1: 2,
    8_7_2: 2,
}







def     __magic_name__  (      lowerCAmelCase_):
	'''simple docstring'''


	if n in CACHE_SUM_DIGIT_FACTORIALS:
		return CACHE_SUM_DIGIT_FACTORIALS[n]
	lowerCamelCase_			:							List[str]      =       sum(DIGIT_FACTORIALS[let] for let in str(lowerCAmelCase_))
	lowerCamelCase_			:							List[str]      =       ret
	return ret







def     __magic_name__  (      lowerCAmelCase_      ,					lowerCAmelCase_ = None):
	'''simple docstring'''


	lowerCamelCase_			:							List[str]      =       previous or set()
	if n in CHAIN_LENGTH_CACHE:
		return CHAIN_LENGTH_CACHE[n]
	lowerCamelCase_			:							str      =       sum_digit_factorials(lowerCAmelCase_)
	if next_number in previous:
		lowerCamelCase_			:							List[str]      =       0
		return 0
	else:
		previous.add(lowerCAmelCase_)
		lowerCamelCase_			:							List[Any]      =       1 + chain_length(lowerCAmelCase_      ,					lowerCAmelCase_)
		lowerCamelCase_			:							Optional[int]      =       ret
		return ret







def     __magic_name__  (      lowerCAmelCase_ = 60      ,					lowerCAmelCase_ = 100_0000):
	'''simple docstring'''


	return sum(1 for i in range(1      ,					lowerCAmelCase_) if chain_length(lowerCAmelCase_) == num_terms)


if __name__ == "__main__":
							print(f'''{solution() = }''')

