




import os
from shutil import copyfile
from typing import TYPE_CHECKING, Optional, Tuple

from tokenizers import processors

from ...tokenization_utils_fast import PreTrainedTokenizerFast
from ...utils import is_sentencepiece_available, logging
from ...utils.versions import require_version


if TYPE_CHECKING:
			from transformers.pipelines.conversational import Conversation

require_version('''tokenizers>=0.13.3''')

if is_sentencepiece_available():
			from .tokenization_llama import LlamaTokenizer
else:
			__a  :		str		     =   None

__a  :		str		     =   logging.get_logger(__name__)
__a  :		Optional[Any]		     =   {'''vocab_file''': '''tokenizer.model''', '''tokenizer_file''': '''tokenizer.json'''}

__a  :		Any		     =   '''[INST]''', '''[/INST]'''
__a  :		Union[str, Any]		     =   '''<<SYS>>\n''', '''\n<</SYS>>\n\n'''

# fmt: off
__a  :		Any		     =   '''You are a helpful, respectful and honest assistant. Always answer as helpfully as possible, while being safe. Your\
answers should not include any harmful, unethical, racist, sexist, toxic, dangerous, or illegal content. Please ensure\
that your responses are socially unbiased and positive in nature.

If a question does not make any sense, or is not factually coherent, explain why instead of answering something not\
correct. If you don\'t know the answer to a question, please don\'t share false information.'''







class 				UpperCAmelCase(					snake_case_					):



	"""simple docstring"""






	a     : List[str]	  =					VOCAB_FILES_NAMES
	a     : Tuple	  =					LlamaTokenizer
	a     : List[str]	  =					"""left"""
	a     : Union[str, Any]	  =					["""input_ids""", """attention_mask"""]

	def __init__(					self	,				lowerCamelCase=None	,				lowerCamelCase=None	,				lowerCamelCase=False	,				lowerCamelCase="<unk>"	,				lowerCamelCase="<s>"	,				lowerCamelCase="</s>"	,				lowerCamelCase=True	,				lowerCamelCase=False	,				**lowerCamelCase	,				) ->      Any:





								"""simple docstring"""


								super().__init__(
								    vocab_file=lowerCamelCase	,				tokenizer_file=lowerCamelCase	,				clean_up_tokenization_spaces=lowerCamelCase	,				unk_token=lowerCamelCase	,				bos_token=lowerCamelCase	,				eos_token=lowerCamelCase	,				**lowerCamelCase	,				)
								lowercase__  :	List[str]        =							add_bos_token
								lowercase__  :	Union[str, Any]        =							add_eos_token
								self.update_post_processor()

								lowercase__  :	Optional[int]        =							vocab_file
								lowercase__  :	Union[str, Any]        =							False if not self.vocab_file else True

	def    __a     (					self    ) ->      Tuple:





								"""simple docstring"""


								lowercase__  :	Any        =							self.bos_token
								lowercase__  :	Dict        =							self.bos_token_id

								lowercase__  :	Optional[int]        =							self.eos_token
								lowercase__  :	Optional[Any]        =							self.eos_token_id

								lowercase__  :	Tuple        =							f"""{(bos+":0 ") * self.add_bos_token}$A:0{(" "+eos+":0") * self.add_eos_token}"""
								lowercase__  :	int        =							f"""{single}{(" "+bos+":1") * self.add_bos_token} $B:1{(" "+eos+":1") * self.add_eos_token}"""

								lowercase__  :	str        =							[]
								if self.add_bos_token:
															special_tokens.append((bos, bos_token_id)    )
								if self.add_eos_token:
															special_tokens.append((eos, eos_token_id)    )
								lowercase__  :	List[Any]        =							processors.TemplateProcessing(
								    single=lowerCamelCase	,				pair=lowerCamelCase	,				special_tokens=lowerCamelCase    )

	@property
	def    __a     (					self    ) ->      List[Any]:





								"""simple docstring"""


								return self._add_eos_token

	@property
	def    __a     (					self    ) ->      Any:





								"""simple docstring"""


								return self._add_bos_token

	@add_eos_token.setter
	def    __a     (					self	,				lowerCamelCase    ) ->      List[str]:





								"""simple docstring"""


								lowercase__  :	Tuple        =							value
								self.update_post_processor()

	@add_bos_token.setter
	def    __a     (					self	,				lowerCamelCase    ) ->      Any:





								"""simple docstring"""


								lowercase__  :	Any        =							value
								self.update_post_processor()

	def    __a     (					self	,				lowerCamelCase	,				lowerCamelCase = None    ) ->      Tuple[str]:





								"""simple docstring"""


								if not self.can_save_slow_tokenizer:
															raise ValueError(
															    "Your fast tokenizer does not have the necessary information to save the vocabulary for a slow "
															    "tokenizer."    )

								if not os.path.isdir(lowerCamelCase    ):
															logger.error(f"""Vocabulary path ({save_directory}) should be a directory"""    )
															return
								lowercase__  :	Union[str, Any]        =							os.path.join(
								    lowerCamelCase	,				(filename_prefix + "-" if filename_prefix else "") + VOCAB_FILES_NAMES["vocab_file"]    )

								if os.path.abspath(self.vocab_file    ) != os.path.abspath(lowerCamelCase    ):
															copyfile(self.vocab_file	,				lowerCamelCase    )

								return (out_vocab_file,)







	def    __a     (					self	,				lowerCamelCase    ) ->      str:





								"""simple docstring"""


								lowercase__  :	Optional[Any]        =							list(conversation.iter_texts()    )
								if not all([is_user for is_user, msg in dialogue[::2]]    ) or not all(
								    [not is_user for is_user, msg in dialogue[1::2]]    ):
															raise ValueError(
															    "The model only supports 'user' and 'assistant' roles, starting with user and alternating (u/a/u/a/u...)"    )

								lowercase__  :	int        =							[]
								if len(conversation.past_user_inputs    ) > 0:
															if not conversation.past_user_inputs[0].startswith(lowerCamelCase    ) or E_SYS not in conversation.past_user_inputs[0]:
																						lowercase__  :	List[Any]        =							(
																						    B_SYS + DEFAULT_SYSTEM_PROMPT + E_SYS + conversation.past_user_inputs[0]
																						)
								elif not dialogue[0][1].startswith(lowerCamelCase    ) or E_SYS not in dialogue[0][1]:
															lowercase__  :	Optional[int]        =							(dialogue[0][0], B_SYS + DEFAULT_SYSTEM_PROMPT + E_SYS + dialogue[0][1])

								dialog_tokens += sum(
								    [
								        [self.bos_token_id]
								        + self.encode(
								            f"""{B_INST} {(prompt[1]).strip()} {E_INST} {(answer[1]).strip()} """	,				add_special_tokens=lowerCamelCase    )
								        + [self.eos_token_id]
								        for prompt, answer in zip(dialogue[::2]	,				dialogue[1::2]    )
								    ]	,				[]	,				)
								if not (dialogue[-1][0]):
															raise ValueError(f"""Last message must be from user, got {dialogue[-1]["role"]}"""    )
								dialog_tokens += [self.bos_token_id] + self.encode(
								    f"""{B_INST} {(dialogue[-1][1]).strip()} {E_INST}"""	,				add_special_tokens=lowerCamelCase    )
								return dialog_tokens





def  snake_case_					(		SCREAMING_SNAKE_CASE_    ,SCREAMING_SNAKE_CASE_    ,SCREAMING_SNAKE_CASE_    )      ->			list[int]:
							if hue < 0 or hue > 3_60:
														raise Exception("hue should be between 0 and 360"    )

							if saturation < 0 or saturation > 1:
														raise Exception("saturation should be between 0 and 1"    )

							if value < 0 or value > 1:
														raise Exception("value should be between 0 and 1"    )

							lowercase__  :	List[Any]        =							value * saturation
							lowercase__  :	Optional[int]        =							hue / 60
							lowercase__  :	int        =							chroma * (1 - abs(hue_section % 2 - 1    ))
							lowercase__  :	Any        =							value - chroma

							if hue_section >= 0 and hue_section <= 1:
														lowercase__  :	int        =							round(2_55 * (chroma + match_value)    )
														lowercase__  :	Tuple        =							round(2_55 * (second_largest_component + match_value)    )
														lowercase__  :	Optional[int]        =							round(2_55 * (match_value)    )
							elif hue_section > 1 and hue_section <= 2:
														lowercase__  :	List[str]        =							round(2_55 * (second_largest_component + match_value)    )
														lowercase__  :	List[str]        =							round(2_55 * (chroma + match_value)    )
														lowercase__  :	List[str]        =							round(2_55 * (match_value)    )
							elif hue_section > 2 and hue_section <= 3:
														lowercase__  :	Any        =							round(2_55 * (match_value)    )
														lowercase__  :	List[str]        =							round(2_55 * (chroma + match_value)    )
														lowercase__  :	List[str]        =							round(2_55 * (second_largest_component + match_value)    )
							elif hue_section > 3 and hue_section <= 4:
														lowercase__  :	str        =							round(2_55 * (match_value)    )
														lowercase__  :	Any        =							round(2_55 * (second_largest_component + match_value)    )
														lowercase__  :	Dict        =							round(2_55 * (chroma + match_value)    )
							elif hue_section > 4 and hue_section <= 5:
														lowercase__  :	Tuple        =							round(2_55 * (second_largest_component + match_value)    )
														lowercase__  :	List[str]        =							round(2_55 * (match_value)    )
														lowercase__  :	Dict        =							round(2_55 * (chroma + match_value)    )
							else:
														lowercase__  :	List[Any]        =							round(2_55 * (chroma + match_value)    )
														lowercase__  :	Dict        =							round(2_55 * (match_value)    )
														lowercase__  :	Optional[int]        =							round(2_55 * (second_largest_component + match_value)    )

							return [red, green, blue]
def  snake_case_					(		SCREAMING_SNAKE_CASE_    ,SCREAMING_SNAKE_CASE_    ,SCREAMING_SNAKE_CASE_    )      ->			list[float]:
							if red < 0 or red > 2_55:
														raise Exception("red should be between 0 and 255"    )

							if green < 0 or green > 2_55:
														raise Exception("green should be between 0 and 255"    )

							if blue < 0 or blue > 2_55:
														raise Exception("blue should be between 0 and 255"    )

							lowercase__  :	List[str]        =							red / 2_55
							lowercase__  :	str        =							green / 2_55
							lowercase__  :	Any        =							blue / 2_55
							lowercase__  :	Optional[int]        =							max(SCREAMING_SNAKE_CASE_    ,SCREAMING_SNAKE_CASE_    ,SCREAMING_SNAKE_CASE_    )
							lowercase__  :	List[str]        =							value - min(SCREAMING_SNAKE_CASE_    ,SCREAMING_SNAKE_CASE_    ,SCREAMING_SNAKE_CASE_    )
							lowercase__  :	Optional[Any]        =							0 if value == 0 else chroma / value

							if chroma == 0:
														lowercase__  :	Dict        =							0.0
							elif value == float_red:
														lowercase__  :	Union[str, Any]        =							60 * (0 + (float_green - float_blue) / chroma)
							elif value == float_green:
														lowercase__  :	Any        =							60 * (2 + (float_blue - float_red) / chroma)
							else:
														lowercase__  :	Any        =							60 * (4 + (float_red - float_green) / chroma)

							lowercase__  :	Tuple        =							(hue + 3_60) % 3_60

							return [hue, saturation, value]




def  snake_case_					(		SCREAMING_SNAKE_CASE_    ,SCREAMING_SNAKE_CASE_    )      ->			bool:
							lowercase__  :	Optional[Any]        =							abs(hsv_a[0] - hsv_a[0]    ) < 0.2
							lowercase__  :	Optional[int]        =							abs(hsv_a[1] - hsv_a[1]    ) < 0.002
							lowercase__  :	int        =							abs(hsv_a[2] - hsv_a[2]    ) < 0.002

							return check_hue and check_saturation and check_value