


'''simple docstring'''
class 				__lowerCAmelCase      :

						"""simple docstring"""






						def __init__(     self       :			Union[str, Any]   ,     lowerCAmelCase       :			Optional[int]  ):
													A_ 						=		data
													A_ 						=		None
													A_ 						=		None






						def __str__(     self       :			int  ):
													return F"{self.data}"






class 				__lowerCAmelCase      :

						"""simple docstring"""






						def __init__(     self       :			Optional[Any]  ):
													A_ 						=		None
													A_ 						=		None






						def __iter__(     self       :			Optional[int]  ):
													A_ 						=		self.head
													while node:
																				yield node.data
																				A_ 						=		node.next






						def __str__(     self       :			Optional[int]  ):
													return "->".join([str(lowerCAmelCase  ) for item in self]  )






						def __len__(     self       :			Optional[Any]  ):
													return sum(1 for _ in self  )






						def 							_UpperCAmelCase					(     self       :			List[str]   ,     lowerCAmelCase       :			Any  ):
													self.insert_at_nth(0   ,     lowerCAmelCase  )






						def 							_UpperCAmelCase					(     self       :			Dict   ,     lowerCAmelCase       :			int  ):
													self.insert_at_nth(len(self  )   ,     lowerCAmelCase  )






						def 							_UpperCAmelCase					(     self       :			Any   ,     lowerCAmelCase       :			int   ,     lowerCAmelCase       :			Union[str, Any]  ):
													A_ 						=		len(self  )

													if not 0 <= index <= length:
																				raise IndexError("list index out of range"  )
													A_ 						=		Node(lowerCAmelCase  )
													if self.head is None:
																				A_ 						=		A_ 						=		new_node
													elif index == 0:
																				A_ 						=		new_node
																				A_ 						=		self.head
																				A_ 						=		new_node
													elif index == length:
																				A_ 						=		new_node
																				A_ 						=		self.tail
																				A_ 						=		new_node
													else:
																				A_ 						=		self.head
																				for _ in range(0   ,     lowerCAmelCase  ):
																											A_ 						=		temp.next
																				A_ 						=		new_node
																				A_ 						=		temp.previous
																				A_ 						=		temp
																				A_ 						=		new_node






						def 							_UpperCAmelCase					(     self       :			List[Any]  ):
													return self.delete_at_nth(0  )






						def 							_UpperCAmelCase					(     self       :			Tuple  ):
													return self.delete_at_nth(len(self  ) - 1  )






						def 							_UpperCAmelCase					(     self       :			Optional[int]   ,     lowerCAmelCase       :			int  ):
													A_ 						=		len(self  )

													if not 0 <= index <= length - 1:
																				raise IndexError("list index out of range"  )
													A_ 						=		self.head  # default first node
													if length == 1:
																				A_ 						=		A_ 						=		None
													elif index == 0:
																				A_ 						=		self.head.next
																				A_ 						=		None
													elif index == length - 1:
																				A_ 						=		self.tail
																				A_ 						=		self.tail.previous
																				A_ 						=		None
													else:
																				A_ 						=		self.head
																				for _ in range(0   ,     lowerCAmelCase  ):
																											A_ 						=		temp.next
																				A_ 						=		temp
																				A_ 						=		temp.previous
																				A_ 						=		temp.next
													return delete_node.data






						def 							_UpperCAmelCase					(     self       :			Union[str, Any]   ,     lowerCAmelCase       :			List[str]  ):
													A_ 						=		self.head

													while current.data != data:  # Find the position to delete
																				if current.next:
																											A_ 						=		current.next
																				else:  # We have reached the end an no value matches
																											raise ValueError("No data matching given value"  )

													if current == self.head:
																				self.delete_head()

													elif current == self.tail:
																				self.delete_tail()

													else:  # Before: 1 <--> 2(current) <--> 3
																				A_ 						=		current.next  # 1 --> 3
																				A_ 						=		current.previous  # 1 <--> 3
													return data






						def 							_UpperCAmelCase					(     self       :			Optional[Any]  ):
													return len(self  ) == 0







def 			a_							(  ):
							A_ 						=		DoublyLinkedList()
							assert linked_list.is_empty() is True
							assert str(UpperCamelCase_   ) == ""

							try:
														linked_list.delete_head()
														raise AssertionError  # This should not happen.
							except IndexError:
														assert True  # This should happen.

							try:
														linked_list.delete_tail()
														raise AssertionError  # This should not happen.
							except IndexError:
														assert True  # This should happen.

							for i in range(1_0   ):
														assert len(UpperCamelCase_   ) == i
														linked_list.insert_at_nth(UpperCamelCase_	,     i + 1   )
							assert str(UpperCamelCase_   ) == "->".join(str(UpperCamelCase_   ) for i in range(1	,     1_1   )   )

							linked_list.insert_at_head(0   )
							linked_list.insert_at_tail(1_1   )
							assert str(UpperCamelCase_   ) == "->".join(str(UpperCamelCase_   ) for i in range(0	,     1_2   )   )

							assert linked_list.delete_head() == 0
							assert linked_list.delete_at_nth(9   ) == 1_0
							assert linked_list.delete_tail() == 1_1
							assert len(UpperCamelCase_   ) == 9
							assert str(UpperCamelCase_   ) == "->".join(str(UpperCamelCase_   ) for i in range(1	,     1_0   )   )


if __name__ == "__main__":
							from doctest import testmod

							testmod()









'''simple docstring'''
import argparse
import logging
import sys
from unittest.mock import patch

import run_glue_with_pabee

from transformers.testing_utils import TestCasePlus


logging.basicConfig(level=logging.DEBUG)

__SCREAMING_SNAKE_CASE				:							str		       =		logging.getLogger()







def 			a_							(  ):
							A_ 						=		argparse.ArgumentParser()
							parser.add_argument("-f"   )
							A_ 						=		parser.parse_args()
							return args.f







class 				__lowerCAmelCase      (      lowercase	):

						"""simple docstring"""






						def 							_UpperCAmelCase					(     self       :			List[Any]  ):
													A_ 						=		logging.StreamHandler(sys.stdout  )
													logger.addHandler(lowerCAmelCase  )

													A_ 						=		self.get_auto_remove_tmp_dir()
													A_ 						=		F"\n            run_glue_with_pabee.py\n            --model_type albert\n            --model_name_or_path albert-base-v2\n            --data_dir ./tests/fixtures/tests_samples/MRPC/\n            --output_dir {tmp_dir}\n            --overwrite_output_dir\n            --task_name mrpc\n            --do_train\n            --do_eval\n            --per_gpu_train_batch_size=2\n            --per_gpu_eval_batch_size=1\n            --learning_rate=2e-5\n            --max_steps=50\n            --warmup_steps=2\n            --seed=42\n            --max_seq_length=128\n            ".split()

													with patch.object(lowerCAmelCase   ,     "argv"   ,     lowerCAmelCase  ):
																				A_ 						=		run_glue_with_pabee.main()
																				for value in result.values():
																											self.assertGreaterEqual(lowerCAmelCase   ,     0.7_5  )





