



'''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


_lowercase:				Optional[Any]       =	-1 if torch_device == "cpu" else 0



@is_pipeline_test
class 			_lowercase							(     unittest.TestCase			):





	"""simple docstring"""
	__A					=							MODEL_FOR_SEQ_TO_SEQ_CAUSAL_LM_MAPPING
	__A					=							TF_MODEL_FOR_SEQ_TO_SEQ_CAUSAL_LM_MAPPING




	def   UpperCamelCase_ (self	, lowerCamelCase_	, lowerCamelCase_	, lowerCamelCase_	):
						"""simple docstring"""

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




	def   UpperCamelCase_ (self	, lowerCamelCase_	, lowerCamelCase_	):
						"""simple docstring"""

						a        =     summarizer.model

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

						a        =     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.
						a        =     [
						    "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_	):
																					a        =     summarizer("This " * 1000	)
						a        =     summarizer("This " * 1000	, truncation=TruncationStrategy.ONLY_FIRST	)




	@require_torch
	def   UpperCamelCase_ (self	):
						"""simple docstring"""

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




	@require_tf
	def   UpperCamelCase_ (self	):
						"""simple docstring"""

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




	@require_torch
	@slow
	def   UpperCamelCase_ (self	):
						"""simple docstring"""

						a        =     pipeline(task="summarization"	, device=lowerCamelCase_	)
						a        =     (
						    " (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."
						)
						a        =     (
						    " 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 ."
						)
						a        =     summarizer(lowerCamelCase_	)
						self.assertEqual(result[0]["summary_text"]	, lowerCamelCase_	)





def 					a(   A :					Optional[Any]				,  A :					List[str] )	-> List[Any]:
					"""simple docstring"""





					print("\nVertex Distance" )
					for i in range(A ):
										if dist[i] != float("inf" ):
															print(A				,  "\t"				,  int(dist[i] )				,  end="\t" )
										else:
															print(A				,  "\t"				,  "INF"				,  end="\t" )
										print()






def 					a(   A :					str				,  A :					int				,  A :					int )	-> Optional[int]:
					"""simple docstring"""





					a        =     float("inf" )
					a        =     -1
					for i in range(A ):
										if (not vset[i]) and mdist[i] < min_val:
															a        =     i
															a        =     mdist[i]
					return min_ind






def 					a(   A :					List[str]				,  A :					Union[str, Any]				,  A :					Dict )	-> Tuple:
					"""simple docstring"""





					a        =     [float("inf" ) for _ in range(A )]
					a        =     [False for _ in range(A )]
					a        =     0.0

					for _ in range(v - 1 ):
										a        =     min_dist(A				,  A				,  A )
										a        =     True

										for i in range(A ):
															if (
															    (not vset[i])
															    and graph[u][i] != float("inf" )
															    and mdist[u] + graph[u][i] < mdist[i]
															):
																				a        =     mdist[u] + graph[u][i]

					print_dist(A				,  A )


if __name__ == "__main__":
				_lowercase:				Any       =	int(input("Enter number of vertices: ").strip())
				_lowercase:				Optional[Any]       =	int(input("Enter number of edges: ").strip())

				_lowercase:				List[str]       =	[[float("inf") for i in range(V)] for j in range(V)]

				for i in range(V):
								_lowercase:				List[Any]       =	0.0

				for i in range(E):
								print("\nEdge ", i + 1)
								_lowercase:				Tuple       =	int(input("Enter source:").strip())
								_lowercase:				Tuple       =	int(input("Enter destination:").strip())
								_lowercase:				int       =	float(input("Enter weight:").strip())
								_lowercase:				str       =	weight

				_lowercase:				Union[str, Any]       =	int(input("\nEnter shortest path source:").strip())
				dijkstra(graph, V, gsrc)
