
import json
import os
from functools import lru_cache
from typing import List, Optional, Tuple

import regex as re

from ...tokenization_utils import AddedToken, PreTrainedTokenizer
from ...utils import logging


UpperCAmelCase     				=			logging.get_logger(__name__)


UpperCAmelCase     				=			{'''vocab_file''': '''vocab.json''', '''merges_file''': '''merges.txt'''}

# See all MVP models at https://huggingface.co/models?filter=mvp
UpperCAmelCase     				=			{
    '''vocab_file''': {
        '''RUCAIBox/mvp''': '''https://huggingface.co/RUCAIBox/mvp/resolve/main/vocab.json''',
    },
    '''added_tokens.json''': {
        '''RUCAIBox/mvp''': '''https://huggingface.co/RUCAIBox/mvp/resolve/main/added_tokens.json''',
    },
    '''merges_file''': {
        '''RUCAIBox/mvp''': '''https://huggingface.co/RUCAIBox/mvp/resolve/main/merges.txt''',
    },
}

UpperCAmelCase     				=			{
    '''RUCAIBox/mvp''': 1024,
}






@lru_cache()
def 							UpperCAmelCase_		(							):
	lowercase					  =   (
	    list(range(ord('!'							)			,							ord('~'							) + 1							)							) + list(range(ord('¡'							)			,							ord('¬'							) + 1							)							) + list(range(ord('®'							)			,							ord('ÿ'							) + 1							)							)
	)
	lowercase					  =   bs[:]
	lowercase					  =   0
	for b in range(2**8							):
		if b not in bs:
			bs.append(__SCREAMING_SNAKE_CASE							)
			cs.append(2**8 + n							)
			n += 1
	lowercase					  =   [chr(__SCREAMING_SNAKE_CASE							) for n in cs]
	return dict(zip(__SCREAMING_SNAKE_CASE			,							__SCREAMING_SNAKE_CASE							)							)






def 							UpperCAmelCase_		(							__SCREAMING_SNAKE_CASE							):
	lowercase					  =   set()
	lowercase					  =   word[0]
	for char in word[1:]:
		pairs.add((prev_char, char)							)
		lowercase					  =   char
	return pairs







class 	A_       (      __lowerCamelCase       ):




	'''simple docstring'''


	_UpperCamelCase					:					Optional[Any]										=	VOCAB_FILES_NAMES
	_UpperCamelCase					:					Optional[Any]										=	PRETRAINED_VOCAB_FILES_MAP
	_UpperCamelCase					:					str										=	PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
	_UpperCamelCase					:					Any										=	["""input_ids""", """attention_mask"""]





	def __init__(	self		,   snake_case		,   snake_case		,   snake_case="replace"		,   snake_case="<s>"		,   snake_case="</s>"		,   snake_case="</s>"		,   snake_case="<s>"		,   snake_case="<unk>"		,   snake_case="<pad>"		,   snake_case="<mask>"		,   snake_case=False		,   **snake_case		,   ):
		lowercase					  =   AddedToken(snake_case		,   lstrip=snake_case		,   rstrip=snake_case	) if isinstance(snake_case		,   snake_case	) else bos_token
		lowercase					  =   AddedToken(snake_case		,   lstrip=snake_case		,   rstrip=snake_case	) if isinstance(snake_case		,   snake_case	) else eos_token
		lowercase					  =   AddedToken(snake_case		,   lstrip=snake_case		,   rstrip=snake_case	) if isinstance(snake_case		,   snake_case	) else sep_token
		lowercase					  =   AddedToken(snake_case		,   lstrip=snake_case		,   rstrip=snake_case	) if isinstance(snake_case		,   snake_case	) else cls_token
		lowercase					  =   AddedToken(snake_case		,   lstrip=snake_case		,   rstrip=snake_case	) if isinstance(snake_case		,   snake_case	) else unk_token
		lowercase					  =   AddedToken(snake_case		,   lstrip=snake_case		,   rstrip=snake_case	) if isinstance(snake_case		,   snake_case	) else pad_token

		# Mask token behave like a normal word, i.e. include the space before it
		lowercase					  =   AddedToken(snake_case		,   lstrip=snake_case		,   rstrip=snake_case	) if isinstance(snake_case		,   snake_case	) else mask_token

		super().__init__(
		    errors=snake_case		,   bos_token=snake_case		,   eos_token=snake_case		,   unk_token=snake_case		,   sep_token=snake_case		,   cls_token=snake_case		,   pad_token=snake_case		,   mask_token=snake_case		,   add_prefix_space=snake_case		,   **snake_case		,   )
		with open(snake_case		,   encoding='utf-8'	) as vocab_handle:
			lowercase					  =   json.load(snake_case	)
		lowercase					  =   {v: k for k, v in self.encoder.items()}
		lowercase					  =   errors  # how to handle errors in decoding
		lowercase					  =   bytes_to_unicode()
		lowercase					  =   {v: k for k, v in self.byte_encoder.items()}
		with open(snake_case		,   encoding='utf-8'	) as merges_handle:
			lowercase					  =   merges_handle.read().split('\n'	)[1:-1]
		lowercase					  =   [tuple(merge.split()	) for merge in bpe_merges]
		lowercase					  =   dict(zip(snake_case		,   range(len(snake_case	)	)	)	)
		lowercase					  =   {}
		lowercase					  =   add_prefix_space

		# Should have added re.IGNORECASE so BPE merges can happen for capitalized versions of contractions
		lowercase					  =   re.compile(r'\'s|\'t|\'re|\'ve|\'m|\'ll|\'d| ?\p{L}+| ?\p{N}+| ?[^\s\p{L}\p{N}]+|\s+(?!\S)|\s+'	)





	@property
	def      SCREAMING_SNAKE_CASE__						(	self	):
		return len(self.encoder	)





	def      SCREAMING_SNAKE_CASE__						(	self	):
		return dict(self.encoder		,   **self.added_tokens_encoder	)





	def      SCREAMING_SNAKE_CASE__						(	self		,   snake_case	):
		if token in self.cache:
			return self.cache[token]
		lowercase					  =   tuple(snake_case	)
		lowercase					  =   get_pairs(snake_case	)

		if not pairs:
			return token

		while True:
			lowercase					  =   min(snake_case		,   key=lambda snake_case	: self.bpe_ranks.get(snake_case		,   float('inf'	)	)	)
			if bigram not in self.bpe_ranks:
				break
			lowercase  , lowercase					  =   bigram
			lowercase					  =   []
			lowercase					  =   0
			while i < len(snake_case	):
				try:
					lowercase					  =   word.index(snake_case		,   snake_case	)
				except ValueError:
					new_word.extend(word[i:]	)
					break
				else:
					new_word.extend(word[i:j]	)
					lowercase					  =   j

				if word[i] == first and i < len(snake_case	) - 1 and word[i + 1] == second:
					new_word.append(first + second	)
					i += 2
				else:
					new_word.append(word[i]	)
					i += 1
			lowercase					  =   tuple(snake_case	)
			lowercase					  =   new_word
			if len(snake_case	) == 1:
				break
			else:
				lowercase					  =   get_pairs(snake_case	)
		lowercase					  =   ' '.join(snake_case	)
		lowercase					  =   word
		return word





	def      SCREAMING_SNAKE_CASE__						(	self		,   snake_case	):
		lowercase					  =   []
		for token in re.findall(self.pat		,   snake_case	):
			lowercase					  =   ''.join(
			    self.byte_encoder[b] for b in token.encode('utf-8'	)	)  # Maps all our bytes to unicode strings, avoiding control tokens of the BPE (spaces in our case)
			bpe_tokens.extend(bpe_token for bpe_token in self.bpe(snake_case	).split(' '	)	)
		return bpe_tokens





	def      SCREAMING_SNAKE_CASE__						(	self		,   snake_case	):
		return self.encoder.get(snake_case		,   self.encoder.get(self.unk_token	)	)





	def      SCREAMING_SNAKE_CASE__						(	self		,   snake_case	):
		return self.decoder.get(snake_case	)





	def      SCREAMING_SNAKE_CASE__						(	self		,   snake_case	):
		lowercase					  =   ''.join(snake_case	)
		lowercase					  =   bytearray([self.byte_decoder[c] for c in text]	).decode('utf-8'		,   errors=self.errors	)
		return text





	def      SCREAMING_SNAKE_CASE__						(	self		,   snake_case		,   snake_case = None	):
		if not os.path.isdir(snake_case	):
			logger.error(F'''Vocabulary path ({save_directory}) should be a directory'''	)
			return
		lowercase					  =   os.path.join(
		    snake_case		,   (filename_prefix + '-' if filename_prefix else '') + VOCAB_FILES_NAMES['vocab_file']	)
		lowercase					  =   os.path.join(
		    snake_case		,   (filename_prefix + '-' if filename_prefix else '') + VOCAB_FILES_NAMES['merges_file']	)

		with open(snake_case		,   'w'		,   encoding='utf-8'	) as f:
			f.write(json.dumps(self.encoder		,   indent=2		,   sort_keys=snake_case		,   ensure_ascii=snake_case	) + '\n'	)

		lowercase					  =   0
		with open(snake_case		,   'w'		,   encoding='utf-8'	) as writer:
			writer.write('#version: 0.2\n'	)
			for bpe_tokens, token_index in sorted(self.bpe_ranks.items()		,   key=lambda snake_case	: kv[1]	):
				if index != token_index:
					logger.warning(
					    F'''Saving vocabulary to {merge_file}: BPE merge indices are not consecutive.'''
					    ' Please check that the tokenizer is not corrupted!'	)
					lowercase					  =   token_index
				writer.write(' '.join(snake_case	) + '\n'	)
				index += 1

		return vocab_file, merge_file





	def      SCREAMING_SNAKE_CASE__						(	self		,   snake_case		,   snake_case = None	):
		if token_ids_a is None:
			return [self.cls_token_id] + token_ids_a + [self.sep_token_id]
		lowercase					  =   [self.cls_token_id]
		lowercase					  =   [self.sep_token_id]
		return cls + token_ids_a + sep + sep + token_ids_a + sep





	def      SCREAMING_SNAKE_CASE__						(	self		,   snake_case		,   snake_case = None		,   snake_case = False	):
		if already_has_special_tokens:
			return super().get_special_tokens_mask(
			    token_ids_a=snake_case		,   token_ids_a=snake_case		,   already_has_special_tokens=snake_case	)

		if token_ids_a is None:
			return [1] + ([0] * len(snake_case	)) + [1]
		return [1] + ([0] * len(snake_case	)) + [1, 1] + ([0] * len(snake_case	)) + [1]





	def      SCREAMING_SNAKE_CASE__						(	self		,   snake_case		,   snake_case = None	):
		lowercase					  =   [self.sep_token_id]
		lowercase					  =   [self.cls_token_id]

		if token_ids_a is None:
			return len(cls + token_ids_a + sep	) * [0]
		return len(cls + token_ids_a + sep + sep + token_ids_a + sep	) * [0]





	def      SCREAMING_SNAKE_CASE__						(	self		,   snake_case		,   snake_case=False		,   **snake_case	):
		lowercase					  =   kwargs.pop('add_prefix_space'		,   self.add_prefix_space	)
		if (is_split_into_words or add_prefix_space) and (len(snake_case	) > 0 and not text[0].isspace()):
			lowercase					  =   ' ' + text
		return (text, kwargs)



def 							UpperCAmelCase_		(							__SCREAMING_SNAKE_CASE							):
	lowercase					  =   [701, 301, 132, 57, 23, 10, 4, 1]
	for gap in gaps:
		for i in range(__SCREAMING_SNAKE_CASE			,							len(__SCREAMING_SNAKE_CASE							)							):
			lowercase					  =   collection[i]
			lowercase					  =   i
			while j >= gap and collection[j - gap] > insert_value:
				lowercase					  =   collection[j - gap]
				j -= gap
			if j != i:
				lowercase					  =   insert_value
	return collection


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

	testmod()
	UpperCAmelCase     				=			input('''Enter numbers separated by a comma:\n''').strip()
	UpperCAmelCase     				=			[int(item) for item in user_input.split(''',''')]
	print(shell_sort(unsorted))

