
import os
import unittest

from transformers import BatchEncoding
from transformers.models.bert.tokenization_bert import (
    BasicTokenizer,
    WordpieceTokenizer,
    _is_control,
    _is_punctuation,
    _is_whitespace,
)
from transformers.models.prophetnet.tokenization_prophetnet import VOCAB_FILES_NAMES, ProphetNetTokenizer
from transformers.testing_utils import require_torch, slow

from ...test_tokenization_common import TokenizerTesterMixin





class     lowerCamelCase      (       __lowerCamelCase ,		unittest.TestCase					):
	UpperCamelCase_  :					List[str]    		=	ProphetNetTokenizer
	UpperCamelCase_  :					Optional[int]    		=	False







	def  snake_case__     (     self      :Any			)		->      List[Any]:







				"""simple docstring"""






				super().setUp()

				SCREAMING_SNAKE_CASE     						= [
				    '''[UNK]''',
				    '''[CLS]''',
				    '''[SEP]''',
				    '''[PAD]''',
				    '''[MASK]''',
				    '''want''',
				    '''##want''',
				    '''##ed''',
				    '''wa''',
				    '''un''',
				    '''runn''',
				    '''##ing''',
				    ''',''',
				    '''low''',
				    '''lowest''',
				]
				SCREAMING_SNAKE_CASE     						= os.path.join(self.tmpdirname   ,     VOCAB_FILES_NAMES['''vocab_file''']			)
				with open(self.vocab_file   ,     '''w'''   ,     encoding='''utf-8'''			) as vocab_writer:
							vocab_writer.write(''''''.join([x + '''\n''' for x in vocab_tokens]			)			)







	def  snake_case__     (     self      :Union[str, Any]   ,     lowercase      :Optional[int]			)		->      Dict:







				"""simple docstring"""






				SCREAMING_SNAKE_CASE     						= '''UNwant\u00E9d,running'''
				SCREAMING_SNAKE_CASE     						= '''unwanted, running'''
				return input_text, output_text







	def  snake_case__     (     self      :Optional[int]			)		->      Tuple:







				"""simple docstring"""






				SCREAMING_SNAKE_CASE     						= self.tokenizer_class(self.vocab_file			)

				SCREAMING_SNAKE_CASE     						= tokenizer.tokenize('''UNwant\u00E9d,running'''			)
				self.assertListEqual(lowercase   ,     ['''un''', '''##want''', '''##ed''', ''',''', '''runn''', '''##ing''']			)
				self.assertListEqual(tokenizer.convert_tokens_to_ids(lowercase			)   ,     [9, 6, 7, 1_2, 1_0, 1_1]			)







	def  snake_case__     (     self      :List[str]			)		->      List[str]:







				"""simple docstring"""






				SCREAMING_SNAKE_CASE     						= BasicTokenizer()

				self.assertListEqual(tokenizer.tokenize('''ah\u535A\u63A8zz'''			)   ,     ['''ah''', '''\u535A''', '''\u63A8''', '''zz''']			)







	def  snake_case__     (     self      :Tuple			)		->      Optional[int]:







				"""simple docstring"""






				SCREAMING_SNAKE_CASE     						= BasicTokenizer(do_lower_case=lowercase			)

				self.assertListEqual(
				    tokenizer.tokenize(''' \tHeLLo!how  \n Are yoU?  '''			)   ,     ['''hello''', '''!''', '''how''', '''are''', '''you''', '''?''']			)
				self.assertListEqual(tokenizer.tokenize('''H\u00E9llo'''			)   ,     ['''hello''']			)







	def  snake_case__     (     self      :List[str]			)		->      int:







				"""simple docstring"""






				SCREAMING_SNAKE_CASE     						= BasicTokenizer(do_lower_case=lowercase   ,     strip_accents=lowercase			)

				self.assertListEqual(
				    tokenizer.tokenize(''' \tHäLLo!how  \n Are yoU?  '''			)   ,     ['''hällo''', '''!''', '''how''', '''are''', '''you''', '''?''']			)
				self.assertListEqual(tokenizer.tokenize('''H\u00E9llo'''			)   ,     ['''h\u00E9llo''']			)







	def  snake_case__     (     self      :List[str]			)		->      Any:







				"""simple docstring"""






				SCREAMING_SNAKE_CASE     						= BasicTokenizer(do_lower_case=lowercase   ,     strip_accents=lowercase			)

				self.assertListEqual(
				    tokenizer.tokenize(''' \tHäLLo!how  \n Are yoU?  '''			)   ,     ['''hallo''', '''!''', '''how''', '''are''', '''you''', '''?''']			)
				self.assertListEqual(tokenizer.tokenize('''H\u00E9llo'''			)   ,     ['''hello''']			)







	def  snake_case__     (     self      :str			)		->      str:







				"""simple docstring"""






				SCREAMING_SNAKE_CASE     						= BasicTokenizer(do_lower_case=lowercase			)

				self.assertListEqual(
				    tokenizer.tokenize(''' \tHäLLo!how  \n Are yoU?  '''			)   ,     ['''hallo''', '''!''', '''how''', '''are''', '''you''', '''?''']			)
				self.assertListEqual(tokenizer.tokenize('''H\u00E9llo'''			)   ,     ['''hello''']			)







	def  snake_case__     (     self      :int			)		->      List[Any]:







				"""simple docstring"""






				SCREAMING_SNAKE_CASE     						= BasicTokenizer(do_lower_case=lowercase			)

				self.assertListEqual(
				    tokenizer.tokenize(''' \tHeLLo!how  \n Are yoU?  '''			)   ,     ['''HeLLo''', '''!''', '''how''', '''Are''', '''yoU''', '''?''']			)







	def  snake_case__     (     self      :Optional[int]			)		->      List[str]:







				"""simple docstring"""






				SCREAMING_SNAKE_CASE     						= BasicTokenizer(do_lower_case=lowercase   ,     strip_accents=lowercase			)

				self.assertListEqual(
				    tokenizer.tokenize(''' \tHäLLo!how  \n Are yoU?  '''			)   ,     ['''HäLLo''', '''!''', '''how''', '''Are''', '''yoU''', '''?''']			)







	def  snake_case__     (     self      :Tuple			)		->      Union[str, Any]:







				"""simple docstring"""






				SCREAMING_SNAKE_CASE     						= BasicTokenizer(do_lower_case=lowercase   ,     strip_accents=lowercase			)

				self.assertListEqual(
				    tokenizer.tokenize(''' \tHäLLo!how  \n Are yoU?  '''			)   ,     ['''HaLLo''', '''!''', '''how''', '''Are''', '''yoU''', '''?''']			)







	def  snake_case__     (     self      :Optional[int]			)		->      List[str]:







				"""simple docstring"""






				SCREAMING_SNAKE_CASE     						= BasicTokenizer(do_lower_case=lowercase   ,     never_split=['''[UNK]''']			)

				self.assertListEqual(
				    tokenizer.tokenize(''' \tHeLLo!how  \n Are yoU? [UNK]'''			)   ,     ['''HeLLo''', '''!''', '''how''', '''Are''', '''yoU''', '''?''', '''[UNK]''']			)







	def  snake_case__     (     self      :Tuple			)		->      Optional[int]:







				"""simple docstring"""






				SCREAMING_SNAKE_CASE     						= ['''[UNK]''', '''[CLS]''', '''[SEP]''', '''want''', '''##want''', '''##ed''', '''wa''', '''un''', '''runn''', '''##ing''']

				SCREAMING_SNAKE_CASE     						= {}
				for i, token in enumerate(lowercase			):
							SCREAMING_SNAKE_CASE     						= i
				SCREAMING_SNAKE_CASE     						= WordpieceTokenizer(vocab=lowercase   ,     unk_token='''[UNK]'''			)

				self.assertListEqual(tokenizer.tokenize(''''''			)   ,     []			)

				self.assertListEqual(tokenizer.tokenize('''unwanted running'''			)   ,     ['''un''', '''##want''', '''##ed''', '''runn''', '''##ing''']			)

				self.assertListEqual(tokenizer.tokenize('''unwantedX running'''			)   ,     ['''[UNK]''', '''runn''', '''##ing''']			)







	@require_torch
	def  snake_case__     (     self      :int			)		->      Any:







				"""simple docstring"""






				SCREAMING_SNAKE_CASE     						= self.tokenizer_class.from_pretrained('''microsoft/prophetnet-large-uncased'''			)

				SCREAMING_SNAKE_CASE     						= ['''A long paragraph for summarization.''', '''Another paragraph for summarization.''']
				SCREAMING_SNAKE_CASE     						= [1_0_3_7, 2_1_4_6, 2_0_4_2_3, 2_0_0_5, 7_6_8_0, 7_8_4_9, 3_9_8_9, 1_0_1_2, 1_0_2]
				SCREAMING_SNAKE_CASE     						= tokenizer(lowercase   ,     padding=lowercase   ,     return_tensors='''pt'''			)
				self.assertIsInstance(lowercase   ,     lowercase			)
				SCREAMING_SNAKE_CASE     						= list(batch.input_ids.numpy()[0]			)
				self.assertListEqual(lowercase   ,     lowercase			)

				self.assertEqual((2, 9)   ,     batch.input_ids.shape			)
				self.assertEqual((2, 9)   ,     batch.attention_mask.shape			)







	def  snake_case__     (     self      :Optional[Any]			)		->      Optional[Any]:







				"""simple docstring"""






				self.assertTrue(_is_whitespace(''' '''			)			)
				self.assertTrue(_is_whitespace('''\t'''			)			)
				self.assertTrue(_is_whitespace('''\r'''			)			)
				self.assertTrue(_is_whitespace('''\n'''			)			)
				self.assertTrue(_is_whitespace('''\u00A0'''			)			)

				self.assertFalse(_is_whitespace('''A'''			)			)
				self.assertFalse(_is_whitespace('''-'''			)			)







	def  snake_case__     (     self      :Any			)		->      Union[str, Any]:







				"""simple docstring"""






				self.assertTrue(_is_control('''\u0005'''			)			)

				self.assertFalse(_is_control('''A'''			)			)
				self.assertFalse(_is_control(''' '''			)			)
				self.assertFalse(_is_control('''\t'''			)			)
				self.assertFalse(_is_control('''\r'''			)			)







	def  snake_case__     (     self      :List[str]			)		->      Tuple:







				"""simple docstring"""






				self.assertTrue(_is_punctuation('''-'''			)			)
				self.assertTrue(_is_punctuation('''$'''			)			)
				self.assertTrue(_is_punctuation('''`'''			)			)
				self.assertTrue(_is_punctuation('''.'''			)			)

				self.assertFalse(_is_punctuation('''A'''			)			)
				self.assertFalse(_is_punctuation(''' '''			)			)







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







				"""simple docstring"""






				SCREAMING_SNAKE_CASE     						= self.tokenizer_class.from_pretrained('''microsoft/prophetnet-large-uncased'''			)

				SCREAMING_SNAKE_CASE     						= tokenizer.encode('''sequence builders'''   ,     add_special_tokens=lowercase			)
				SCREAMING_SNAKE_CASE     						= tokenizer.encode('''multi-sequence build'''   ,     add_special_tokens=lowercase			)

				SCREAMING_SNAKE_CASE     						= tokenizer.build_inputs_with_special_tokens(lowercase			)
				SCREAMING_SNAKE_CASE     						= tokenizer.build_inputs_with_special_tokens(lowercase   ,     lowercase			)

				assert encoded_sentence == text + [1_0_2]
				assert encoded_pair == text + [1_0_2] + text_a + [1_0_2]

# Function to print upper half of diamond (pyramid)


def    a      ( a	)     ->Optional[Any]:




			'''simple docstring'''


			for i in range(0		,						a	):
						for _ in range(0		,						n - i - 1	):  # printing spaces
									print(''' '''		,						end=''''''	)
						for _ in range(0		,						i + 1	):  # printing stars
									print('''* '''		,						end=''''''	)
						print()


def    a      ( a	)     ->Union[str, Any]:




			'''simple docstring'''


			for i in range(a		,						0		,						-1	):
						for _ in range(a		,						0		,						-1	):  # printing stars
									print('''* '''		,						end=''''''	)
						print()
						for _ in range(n - i + 1		,						0		,						-1	):  # printing spaces
									print(''' '''		,						end=''''''	)


def    a      ( a	)     ->Optional[int]:




			'''simple docstring'''


			if n <= 0:
						print('''       ...       ....        nothing printing :('''	)
						return
			floyd(a	)  # upper half
			reverse_floyd(a	)  # lower half


if __name__ == "__main__":
							print(R'| /\ | |- |  |-  |--| |\  /| |-')
							print(R'|/  \| |- |_ |_  |__| | \/ | |_')
							__lowerCAmelCase					   =       1
							while K:
														__lowerCAmelCase					   =       int(input('enter the number and , and see the magic : '))
														print()
														pretty_print(user_number)
														__lowerCAmelCase					   =       int(input('press 0 to exit... and 1 to continue...'))

							print('Good Bye...')