
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


snake_case__  							=							logging.get_logger(__name__)

snake_case__  							=							{
    """vocab_file""": """vocab.json""",
    """merges_file""": """merges.txt""",
}

snake_case__  							=							{
    """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""",
    },
}

snake_case__  							=							{
    """Salesforce/codegen-350M-mono""": 20_48,
}

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

def        lowerCamelCase_      (			UpperCAmelCase_							:				Union[str, Any]       ):
						lowercase       :    List[str]											=  set()
						lowercase       :    int											=  word[0]
						for char in word[1:]:
												pairs.add((prev_char, char)       )
												lowercase       :    Optional[Any]											=  char
						return pairs







class 							UpperCAmelCase	(   __lowerCamelCase					):
					a__: Tuple			  =				VOCAB_FILES_NAMES
					a__: Union[str, Any]			  =				PRETRAINED_VOCAB_FILES_MAP
					a__: List[str]			  =				PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
					a__: Any			  =				["""input_ids""", """attention_mask"""]

					def __init__(			self      :					List[str] ,      lowerCAmelCase      :					Tuple ,      lowerCAmelCase      :					Union[str, Any] ,      lowerCAmelCase      :					str="replace" ,      lowerCAmelCase      :					int="<|endoftext|>" ,      lowerCAmelCase      :					Optional[Any]="<|endoftext|>" ,      lowerCAmelCase      :					int="<|endoftext|>" ,      lowerCAmelCase      :					List[str]=None ,      lowerCAmelCase      :					List[str]=False ,      lowerCAmelCase      :					int=False ,      **lowerCAmelCase      :					Any ,      ):
											lowercase       :    str											=  AddedToken(lowerCAmelCase ,      lstrip=lowerCAmelCase ,      rstrip=lowerCAmelCase					) if isinstance(lowerCAmelCase ,      lowerCAmelCase					) else bos_token
											lowercase       :    Any											=  AddedToken(lowerCAmelCase ,      lstrip=lowerCAmelCase ,      rstrip=lowerCAmelCase					) if isinstance(lowerCAmelCase ,      lowerCAmelCase					) else eos_token
											lowercase       :    Optional[Any]											=  AddedToken(lowerCAmelCase ,      lstrip=lowerCAmelCase ,      rstrip=lowerCAmelCase					) if isinstance(lowerCAmelCase ,      lowerCAmelCase					) else unk_token
											lowercase       :    Dict											=  AddedToken(lowerCAmelCase ,      lstrip=lowerCAmelCase ,      rstrip=lowerCAmelCase					) if isinstance(lowerCAmelCase ,      lowerCAmelCase					) else pad_token
											super().__init__(
											    errors=lowerCAmelCase ,      unk_token=lowerCAmelCase ,      bos_token=lowerCAmelCase ,      eos_token=lowerCAmelCase ,      pad_token=lowerCAmelCase ,      add_prefix_space=lowerCAmelCase ,      add_bos_token=lowerCAmelCase ,      **lowerCAmelCase ,      )
											lowercase       :    Optional[int]											=  add_bos_token

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

											# Should have added re.IGNORECASE so BPE merges can happen for capitalized versions of contractions
											lowercase       :    Union[str, Any]											=  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[Any]					):
											return dict(self.encoder ,      **self.added_tokens_encoder					)

					def        _lowerCAmelCase	(			self      :					str ,      lowerCAmelCase      :					Optional[int]					):
											if token in self.cache:
																	return self.cache[token]
											lowercase       :    Union[str, Any]											=  tuple(lowerCAmelCase					)
											lowercase       :    Dict											=  get_pairs(lowerCAmelCase					)

											if not pairs:
																	return token

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

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

					def        _lowerCAmelCase	(			self      :					Any ,      lowerCAmelCase      :					Optional[int] ,      lowerCAmelCase      :					Optional[Any]=None					):
											if self.add_bos_token:
																	lowercase       :    Union[str, Any]											=  [self.bos_token_id]
											else:
																	lowercase       :    Union[str, Any]											=  []

											lowercase       :    List[Any]											=  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      :					Dict ,      lowerCAmelCase      :					Dict					):
											lowercase       :    Optional[int]											=  []
											for token in re.findall(self.pat ,      lowerCAmelCase					):
																	lowercase       :    List[str]											=  ''''''.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(lowerCAmelCase					).split(''' '''					)					)
											return bpe_tokens

					def        _lowerCAmelCase	(			self      :					str ,      lowerCAmelCase      :					Any					):
											return self.encoder.get(lowerCAmelCase ,      self.encoder.get(self.unk_token					)					)

					def        _lowerCAmelCase	(			self      :					int ,      lowerCAmelCase      :					int					):
											return self.decoder.get(lowerCAmelCase					)

					def        _lowerCAmelCase	(			self      :					List[Any] ,      lowerCAmelCase      :					Tuple					):
											lowercase       :    List[str]											=  ''''''.join(lowerCAmelCase					)
											lowercase       :    Optional[int]											=  bytearray([self.byte_decoder[c] for c in text]					).decode('''utf-8''' ,      errors=self.errors					)
											return text

					def        _lowerCAmelCase	(			self      :					Optional[int] ,      lowerCAmelCase      :					str ,      lowerCAmelCase      :					Optional[str] = None					):
											if not os.path.isdir(lowerCAmelCase					):
																	logger.error(f'''Vocabulary path ({save_directory}) should be a directory'''					)
																	return
											lowercase       :    Optional[Any]											=  os.path.join(
											    lowerCAmelCase ,      (filename_prefix + '''-''' if filename_prefix else '''''') + VOCAB_FILES_NAMES['''vocab_file''']					)
											lowercase       :    Dict											=  os.path.join(
											    lowerCAmelCase ,      (filename_prefix + '''-''' if filename_prefix else '''''') + VOCAB_FILES_NAMES['''merges_file''']					)

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

											lowercase       :    List[Any]											=  0
											with open(lowerCAmelCase ,      '''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 lowerCAmelCase					: 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       :    Dict											=  token_index
																							writer.write(''' '''.join(lowerCAmelCase					) + '''\n'''					)
																							index += 1

											return vocab_file, merge_file

					def        _lowerCAmelCase	(			self      :					str ,      lowerCAmelCase      :					int ,      lowerCAmelCase      :					Union[str, Any]=False ,      **lowerCAmelCase      :					List[Any]					):
											lowercase       :    Union[str, Any]											=  kwargs.pop('''add_prefix_space''' ,      self.add_prefix_space					)
											if is_split_into_words or add_prefix_space:
																	lowercase       :    Tuple											=  ''' ''' + text
											return (text, kwargs)

					def        _lowerCAmelCase	(			self      :					Any ,      lowerCAmelCase      :					Union[int, List[int], "np.ndarray", "torch.Tensor", "tf.Tensor"] ,      lowerCAmelCase      :					bool = False ,      lowerCAmelCase      :					bool = None ,      lowerCAmelCase      :					Optional[List[str]] = None ,      **lowerCAmelCase      :					int ,      ):
											lowercase       :    int											=  super()._decode(
											    token_ids=lowerCAmelCase ,      skip_special_tokens=lowerCAmelCase ,      clean_up_tokenization_spaces=lowerCAmelCase ,      **lowerCAmelCase ,      )

											if truncate_before_pattern is not None and len(lowerCAmelCase					) > 0:
																	lowercase       :    Any											=  self.truncate(lowerCAmelCase ,      lowerCAmelCase					)

											return decoded_text




					def        _lowerCAmelCase	(			self      :					str ,      lowerCAmelCase      :					Any ,      lowerCAmelCase      :					str					):
											def find_re(lowerCAmelCase      :					Dict ,      lowerCAmelCase      :					List[str] ,      lowerCAmelCase      :					int					):
																	lowercase       :    Dict											=  pattern.search(lowerCAmelCase ,      lowerCAmelCase					)
																	return m.start() if m else -1

											lowercase       :    Tuple											=  [re.compile(lowerCAmelCase ,      re.MULTILINE					) for pattern in truncate_before_pattern]

											lowercase       :    List[Any]											=  list(re.finditer('''^print''' ,      lowerCAmelCase ,      re.MULTILINE					)					)

											if len(lowerCAmelCase					) > 1:
																	lowercase       :    Dict											=  completion[: prints[1].start()]

											lowercase       :    Dict											=  list(re.finditer('''^def''' ,      lowerCAmelCase ,      re.MULTILINE					)					)

											if len(lowerCAmelCase					) > 1:
																	lowercase       :    Optional[Any]											=  completion[: defs[1].start()]

											lowercase       :    Any											=  0

											lowercase       :    str											=  [
											    pos for pos in [find_re(lowerCAmelCase ,      lowerCAmelCase ,      lowerCAmelCase					) for terminal in terminals] if pos != -1
											]

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




from itertools import combinations_with_replacement

def        lowerCamelCase_      (			UpperCAmelCase_							:				int = 1_00       ):
						lowercase       :    list[int]											=  [*list(range(1							,			21       )       ), 25]
						lowercase       :    list[int]											=  [2 * x for x in range(1							,			21       )] + [50]
						lowercase       :    list[int]											=  [3 * x for x in range(1							,			21       )]
						lowercase       :    list[int]											=  singles + doubles + triples + [0]

						lowercase       :    int											=  0
						lowercase       :    int
						lowercase       :    int
						lowercase       :    int
						lowercase       :    int

						for double in doubles:
												for throwa, throwa in combinations_with_replacement(UpperCAmelCase_							,			2       ):
																		lowercase       :    Union[str, Any]											=  double + throwa + throwa
																		if checkout_total < limit:
																								num_checkouts += 1

						return num_checkouts


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


