
"""simple docstring"""


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

import numpy as np
import regex as re

from ...utils import is_tf_available, is_torch_available, logging


if TYPE_CHECKING:
			if is_torch_available():
						import torch
			if is_tf_available():
						import tensorflow as tf

from ...tokenization_utils import AddedToken, PreTrainedTokenizer


__A       						=       logging.get_logger(__name__)

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

__A       						=       {
    'vocab_file': {
        'Salesforce/codegen-350M-mono': 'https://huggingface.co/Salesforce/codegen-350M-mono/resolve/main/vocab.json',
    },
    'merges_file': {
        'Salesforce/codegen-350M-mono': 'https://huggingface.co/Salesforce/codegen-350M-mono/resolve/main/merges.txt',
    },
}

__A       						=       {
    'Salesforce/codegen-350M-mono': 2048,
}



@lru_cache()
def     _lowerCamelCase()				-> int:
	_lowerCAmelCase								=(
	    list(range(ord("""!"""       )    , ord("""~"""       ) + 1       )       ) + list(range(ord("""¡"""       )    , ord("""¬"""       ) + 1       )       ) + list(range(ord("""®"""       )    , ord("""ÿ"""       ) + 1       )       )
	)
	_lowerCAmelCase								=bs[:]
	_lowerCAmelCase								=0
	for b in range(2**8       ):
		if b not in bs:
			bs.append(__UpperCamelCase       )
			cs.append(2**8 + n       )
			n += 1
	_lowerCAmelCase								=[chr(__UpperCamelCase       ) for n in cs]
	return dict(zip(__UpperCamelCase    , __UpperCamelCase       )       )



def     _lowerCamelCase(__UpperCamelCase       )				-> Dict:
	_lowerCAmelCase								=set()
	_lowerCAmelCase								=word[0]
	for char in word[1:]:
		pairs.add((prev_char, char)       )
		_lowerCAmelCase								=char
	return pairs







class 		lowerCamelCase__					(					__magic_name__				):





			'''simple docstring'''
			lowerCamelCase  					=		VOCAB_FILES_NAMES
			lowerCamelCase  					=		PRETRAINED_VOCAB_FILES_MAP
			lowerCamelCase  					=		PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
			lowerCamelCase  					=		['''input_ids''', '''attention_mask''']



			def __init__(							self     ,     __UpperCAmelCase     ,     __UpperCAmelCase     ,     __UpperCAmelCase="replace"     ,     __UpperCAmelCase="<|endoftext|>"     ,     __UpperCAmelCase="<|endoftext|>"     ,     __UpperCAmelCase="<|endoftext|>"     ,     __UpperCAmelCase=None     ,     __UpperCAmelCase=False     ,     __UpperCAmelCase=False     ,     **__UpperCAmelCase     ,     ) ->     Union[str, Any]:
				_lowerCAmelCase								=AddedToken(__UpperCAmelCase     ,     lstrip=__UpperCAmelCase     ,     rstrip=__UpperCAmelCase  ) if isinstance(__UpperCAmelCase     ,     __UpperCAmelCase  ) else bos_token
				_lowerCAmelCase								=AddedToken(__UpperCAmelCase     ,     lstrip=__UpperCAmelCase     ,     rstrip=__UpperCAmelCase  ) if isinstance(__UpperCAmelCase     ,     __UpperCAmelCase  ) else eos_token
				_lowerCAmelCase								=AddedToken(__UpperCAmelCase     ,     lstrip=__UpperCAmelCase     ,     rstrip=__UpperCAmelCase  ) if isinstance(__UpperCAmelCase     ,     __UpperCAmelCase  ) else unk_token
				_lowerCAmelCase								=AddedToken(__UpperCAmelCase     ,     lstrip=__UpperCAmelCase     ,     rstrip=__UpperCAmelCase  ) if isinstance(__UpperCAmelCase     ,     __UpperCAmelCase  ) else pad_token
				super().__init__(
				    errors=__UpperCAmelCase     ,     unk_token=__UpperCAmelCase     ,     bos_token=__UpperCAmelCase     ,     eos_token=__UpperCAmelCase     ,     pad_token=__UpperCAmelCase     ,     add_prefix_space=__UpperCAmelCase     ,     add_bos_token=__UpperCAmelCase     ,     **__UpperCAmelCase     ,     )
				_lowerCAmelCase								=add_bos_token

				with open(__UpperCAmelCase     ,     encoding="""utf-8"""  ) as vocab_handle:
					_lowerCAmelCase								=json.load(__UpperCAmelCase  )
				_lowerCAmelCase								={v: k for k, v in self.encoder.items()}
				_lowerCAmelCase								=errors  # how to handle errors in decoding
				_lowerCAmelCase								=bytes_to_unicode()
				_lowerCAmelCase								={v: k for k, v in self.byte_encoder.items()}
				with open(__UpperCAmelCase     ,     encoding="""utf-8"""  ) as merges_handle:
					_lowerCAmelCase								=merges_handle.read().split("""\n"""  )[1:-1]
				_lowerCAmelCase								=[tuple(merge.split()  ) for merge in bpe_merges]
				_lowerCAmelCase								=dict(zip(__UpperCAmelCase     ,     range(len(__UpperCAmelCase  )  )  )  )
				_lowerCAmelCase								={}
				_lowerCAmelCase								=add_prefix_space

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



			@property
			def 					_lowerCAmelCase		(							self  ) ->     str:
				return len(self.encoder  )



			def 					_lowerCAmelCase		(							self  ) ->     List[str]:
				return dict(self.encoder     ,     **self.added_tokens_encoder  )



			def 					_lowerCAmelCase		(							self     ,     __UpperCAmelCase  ) ->     Union[str, Any]:
				if token in self.cache:
					return self.cache[token]
				_lowerCAmelCase								=tuple(__UpperCAmelCase  )
				_lowerCAmelCase								=get_pairs(__UpperCAmelCase  )

				if not pairs:
					return token

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

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



			def 					_lowerCAmelCase		(							self     ,     __UpperCAmelCase     ,     __UpperCAmelCase=None  ) ->     Any:
				if self.add_bos_token:
					_lowerCAmelCase								=[self.bos_token_id]
				else:
					_lowerCAmelCase								=[]

				_lowerCAmelCase								=bos_token_ids + token_ids_a

				if token_ids_a is None:
					return output

				return output + bos_token_ids + token_ids_a



			def 					_lowerCAmelCase		(							self     ,     __UpperCAmelCase  ) ->     Optional[int]:
				_lowerCAmelCase								=[]
				for token in re.findall(self.pat     ,     __UpperCAmelCase  ):
					_lowerCAmelCase								="""""".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(__UpperCAmelCase  ).split(""" """  )  )
				return bpe_tokens



			def 					_lowerCAmelCase		(							self     ,     __UpperCAmelCase  ) ->     Union[str, Any]:
				return self.encoder.get(__UpperCAmelCase     ,     self.encoder.get(self.unk_token  )  )



			def 					_lowerCAmelCase		(							self     ,     __UpperCAmelCase  ) ->     List[str]:
				return self.decoder.get(__UpperCAmelCase  )



			def 					_lowerCAmelCase		(							self     ,     __UpperCAmelCase  ) ->     Union[str, Any]:
				_lowerCAmelCase								="""""".join(__UpperCAmelCase  )
				_lowerCAmelCase								=bytearray([self.byte_decoder[c] for c in text]  ).decode("""utf-8"""     ,     errors=self.errors  )
				return text



			def 					_lowerCAmelCase		(							self     ,     __UpperCAmelCase     ,     __UpperCAmelCase = None  ) ->     Tuple[str]:
				if not os.path.isdir(__UpperCAmelCase  ):
					logger.error(f'''Vocabulary path ({save_directory}) should be a directory'''  )
					return
				_lowerCAmelCase								=os.path.join(
				    __UpperCAmelCase     ,     (filename_prefix + """-""" if filename_prefix else """""") + VOCAB_FILES_NAMES["""vocab_file"""]  )
				_lowerCAmelCase								=os.path.join(
				    __UpperCAmelCase     ,     (filename_prefix + """-""" if filename_prefix else """""") + VOCAB_FILES_NAMES["""merges_file"""]  )

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

				_lowerCAmelCase								=0
				with open(__UpperCAmelCase     ,     """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 __UpperCAmelCase  : 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!"""  )
							_lowerCAmelCase								=token_index
						writer.write(""" """.join(__UpperCAmelCase  ) + """\n"""  )
						index += 1

				return vocab_file, merge_file



			def 					_lowerCAmelCase		(							self     ,     __UpperCAmelCase     ,     __UpperCAmelCase=False     ,     **__UpperCAmelCase  ) ->     int:
				_lowerCAmelCase								=kwargs.pop("""add_prefix_space"""     ,     self.add_prefix_space  )
				if is_split_into_words or add_prefix_space:
					_lowerCAmelCase								=""" """ + text
				return (text, kwargs)



			def 					_lowerCAmelCase		(							self     ,     __UpperCAmelCase     ,     __UpperCAmelCase = False     ,     __UpperCAmelCase = None     ,     __UpperCAmelCase = None     ,     **__UpperCAmelCase     ,     ) ->     str:
				_lowerCAmelCase								=super()._decode(
				    token_ids=__UpperCAmelCase     ,     skip_special_tokens=__UpperCAmelCase     ,     clean_up_tokenization_spaces=__UpperCAmelCase     ,     **__UpperCAmelCase     ,     )

				if truncate_before_pattern is not None and len(__UpperCAmelCase  ) > 0:
					_lowerCAmelCase								=self.truncate(__UpperCAmelCase     ,     __UpperCAmelCase  )

				return decoded_text



			def 					_lowerCAmelCase		(							self     ,     __UpperCAmelCase     ,     __UpperCAmelCase  ) ->     List[str]:
				def find_re(__UpperCAmelCase     ,     __UpperCAmelCase     ,     __UpperCAmelCase  ):
					_lowerCAmelCase								=pattern.search(__UpperCAmelCase     ,     __UpperCAmelCase  )
					return m.start() if m else -1

				_lowerCAmelCase								=[re.compile(__UpperCAmelCase     ,     re.MULTILINE  ) for pattern in truncate_before_pattern]

				_lowerCAmelCase								=list(re.finditer("""^print"""     ,     __UpperCAmelCase     ,     re.MULTILINE  )  )

				if len(__UpperCAmelCase  ) > 1:
					_lowerCAmelCase								=completion[: prints[1].start()]

				_lowerCAmelCase								=list(re.finditer("""^def"""     ,     __UpperCAmelCase     ,     re.MULTILINE  )  )

				if len(__UpperCAmelCase  ) > 1:
					_lowerCAmelCase								=completion[: defs[1].start()]

				_lowerCAmelCase								=0

				_lowerCAmelCase								=[
				    pos for pos in [find_re(__UpperCAmelCase     ,     __UpperCAmelCase     ,     __UpperCAmelCase  ) for terminal in terminals] if pos != -1
				]

				if len(__UpperCAmelCase  ) > 0:
					return completion[: min(__UpperCAmelCase  )]
				else:
					return completion










'''simple docstring'''



import math




def       _lowerCAmelCase  ( lowerCamelCase_	:     int ):

			if 1 < number < 4:
						# 2 and 3 are primes
						return True
			elif number < 2 or number % 2 == 0 or number % 3 == 0:
						# Negatives, 0, 1, all even numbers, all multiples of 3 are not primes
						return False

			# All primes number are in format of 6k +/- 1
			for i in range(5						,				int(math.sqrt(lowerCamelCase_ ) + 1 )						,				6 ):
						if number % i == 0 or number % (i + 2) == 0:
									return False
			return True




def       _lowerCAmelCase  ( lowerCamelCase_	:     int = 6_0_0_8_5_1_4_7_5_1_4_3 ):

			try:
						__lowercase   =							int(lowerCamelCase_ )
			except (TypeError, ValueError):
						raise TypeError('''Parameter n must be int or castable to int.''' )
			if n <= 0:
						raise ValueError('''Parameter n must be greater than or equal to one.''' )
			__lowercase   =							0
			if is_prime(lowerCamelCase_ ):
						return n
			while n % 2 == 0:
						n //= 2
			if is_prime(lowerCamelCase_ ):
						return n
			for i in range(3						,				int(math.sqrt(lowerCamelCase_ ) ) + 1						,				2 ):
						if n % i == 0:
									if is_prime(n // i ):
												__lowercase   =							n // i
												break
									elif is_prime(lowerCamelCase_ ):
												__lowercase   =							i
			return max_number


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





