



import json
from typing import TYPE_CHECKING, List, Optional, Tuple

from tokenizers import pre_tokenizers

from ...tokenization_utils_base import BatchEncoding
from ...tokenization_utils_fast import PreTrainedTokenizerFast
from ...utils import logging


if TYPE_CHECKING:
				from transformers.pipelines.conversational import Conversation


__A   			=logging.get_logger(__name__)

__A   			={"tokenizer_file": "tokenizer.json"}

__A   			={
    "tokenizer_file": {
        "bigscience/tokenizer": "https://huggingface.co/bigscience/tokenizer/blob/main/tokenizer.json",
        "bigscience/bloom-560m": "https://huggingface.co/bigscience/bloom-560m/blob/main/tokenizer.json",
        "bigscience/bloom-1b1": "https://huggingface.co/bigscience/bloom-1b1/blob/main/tokenizer.json",
        "bigscience/bloom-1b7": "https://huggingface.co/bigscience/bloom-1b7/blob/main/tokenizer.json",
        "bigscience/bloom-3b": "https://huggingface.co/bigscience/bloom-3b/blob/main/tokenizer.json",
        "bigscience/bloom-7b1": "https://huggingface.co/bigscience/bloom-7b1/blob/main/tokenizer.json",
        "bigscience/bloom": "https://huggingface.co/bigscience/bloom/blob/main/tokenizer.json",
    },
}

class 		UpperCAmelCase__			(			__UpperCamelCase   ):




			'''simple docstring'''






			UpperCamelCase									=       VOCAB_FILES_NAMES
			UpperCamelCase									=       PRETRAINED_VOCAB_FILES_MAP
			UpperCamelCase									=       ["""input_ids""", """attention_mask"""]
			UpperCamelCase									=       None




			def __init__(   self							: List[str]       ,       a_							: Optional[int]=None       ,       a_							: Optional[Any]=None       ,       a_							: List[str]=None       ,       a_							: Union[str, Any]="<unk>"       ,       a_							: Optional[int]="<s>"       ,       a_							: Optional[int]="</s>"       ,       a_							: int="<pad>"       ,       a_							: List[str]=False       ,       a_							: Tuple=False       ,       **a_							: Union[str, Any]       ,       ):
					'''simple docstring'''





					super().__init__(
					    a_       ,       a_       ,       tokenizer_file=a_       ,       unk_token=a_       ,       bos_token=a_       ,       eos_token=a_       ,       pad_token=a_       ,       add_prefix_space=a_       ,       clean_up_tokenization_spaces=a_       ,       **a_       ,       )
					__UpperCAmelCase    :     Optional[int]													=	json.loads(self.backend_tokenizer.pre_tokenizer.__getstate__() )
					if pre_tok_state.get('''add_prefix_space'''       ,       a_ ) != add_prefix_space:
							__UpperCAmelCase    :     Optional[int]													=	getattr(a_       ,       pre_tok_state.pop('''type''' ) )
							__UpperCAmelCase    :     Union[str, Any]													=	add_prefix_space
							__UpperCAmelCase    :     Dict													=	pre_tok_class(**a_ )

					__UpperCAmelCase    :     List[Any]													=	add_prefix_space




			def  snake_case__     (   self							: str       ,       *a_							: Dict       ,       **a_							: str ):
					'''simple docstring'''





					__UpperCAmelCase    :     Dict													=	kwargs.get('''is_split_into_words'''       ,       a_ )
					if not (self.add_prefix_space or not is_split_into_words):
							raise Exception(
							    F'You need to instantiate {self.__class__.__name__} with add_prefix_space=True to use it with'
							    ''' pretokenized inputs.''' )

					return super()._batch_encode_plus(*a_       ,       **a_ )




			def  snake_case__     (   self							: Any       ,       *a_							: Any       ,       **a_							: List[Any] ):
					'''simple docstring'''





					__UpperCAmelCase    :     int													=	kwargs.get('''is_split_into_words'''       ,       a_ )

					if not (self.add_prefix_space or not is_split_into_words):
							raise Exception(
							    F'You need to instantiate {self.__class__.__name__} with add_prefix_space=True to use it with'
							    ''' pretokenized inputs.''' )

					return super()._encode_plus(*a_       ,       **a_ )




			def  snake_case__     (   self							: List[str]       ,       a_							: str       ,       a_							: Optional[str] = None ):
					'''simple docstring'''





					__UpperCAmelCase    :     List[str]													=	self._tokenizer.model.save(a_       ,       name=a_ )
					return tuple(a_ )




			def  snake_case__     (   self							: Dict       ,       a_							: "Conversation" ):
					'''simple docstring'''





					__UpperCAmelCase    :     Optional[Any]													=	[]
					for is_user, text in conversation.iter_texts():
							input_ids.extend(self.encode(a_       ,       add_special_tokens=a_ ) + [self.eos_token_id] )

					if len(a_ ) > self.model_max_length:
							__UpperCAmelCase    :     Any													=	input_ids[-self.model_max_length :]
					return input_ids










def        a						(      _UpperCAmelCase							:					Any						):







		'''simple docstring'''





		__UpperCAmelCase    :     Any													=	0
		__UpperCAmelCase    :     str													=	len(_UpperCAmelCase						)

		for i in range(n - 1						):
				for j in range(i + 1 ,   _UpperCAmelCase						):
						if arr[i] > arr[j]:
								num_inversions += 1

		return num_inversions

def        a						(      _UpperCAmelCase							:					str						):







		'''simple docstring'''





		if len(_UpperCAmelCase						) <= 1:
				return arr, 0
		__UpperCAmelCase    :     Dict													=	len(_UpperCAmelCase						) // 2
		__UpperCAmelCase    :     Union[str, Any]													=	arr[0:mid]
		__UpperCAmelCase    :     Optional[Any]													=	arr[mid:]

		__UpperCAmelCase							,					__UpperCAmelCase    :     Tuple													=	count_inversions_recursive(_UpperCAmelCase						)
		__UpperCAmelCase							,					__UpperCAmelCase    :     Optional[Any]													=	count_inversions_recursive(_UpperCAmelCase						)
		__UpperCAmelCase							,					__UpperCAmelCase    :     int													=	_count_cross_inversions(_UpperCAmelCase ,   _UpperCAmelCase						)

		__UpperCAmelCase    :     List[str]													=	inversion_p + inversions_q + cross_inversions
		return c, num_inversions

def        a						(      _UpperCAmelCase							:					List[str] ,   _UpperCAmelCase							:					Any						):







		'''simple docstring'''





		__UpperCAmelCase    :     List[Any]													=	[]
		__UpperCAmelCase    :     Any													=	0
		while i < len(_UpperCAmelCase						) and j < len(_UpperCAmelCase						):
				if p[i] > q[j]:
						# if P[1] > Q[j], then P[k] > Q[k] for all  i < k <= len(P)
						# These are all inversions. The claim emerges from the
						# property that P is sorted.
						num_inversion += len(_UpperCAmelCase						) - i
						r.append(q[j]						)
						j += 1
				else:
						r.append(p[i]						)
						i += 1

		if i < len(_UpperCAmelCase						):
				r.extend(p[i:]						)
		else:
				r.extend(q[j:]						)

		return r, num_inversion

def        a						(      ):







		'''simple docstring'''





		__UpperCAmelCase    :     Optional[Any]													=	[10, 2, 1, 5, 5, 2, 11]

		# this arr has 8 inversions:
		# (10, 2), (10, 1), (10, 5), (10, 5), (10, 2), (2, 1), (5, 2), (5, 2)

		__UpperCAmelCase    :     List[str]													=	count_inversions_bf(_UpperCAmelCase						)
		__UpperCAmelCase							,					__UpperCAmelCase    :     Tuple													=	count_inversions_recursive(_UpperCAmelCase						)

		assert num_inversions_bf == num_inversions_recursive == 8

		print('''number of inversions = ''' ,   _UpperCAmelCase						)

		# testing an array with zero inversion (a sorted arr_1)

		arr_a.sort()
		__UpperCAmelCase    :     Any													=	count_inversions_bf(_UpperCAmelCase						)
		__UpperCAmelCase							,					__UpperCAmelCase    :     int													=	count_inversions_recursive(_UpperCAmelCase						)

		assert num_inversions_bf == num_inversions_recursive == 0
		print('''number of inversions = ''' ,   _UpperCAmelCase						)

		# an empty list should also have zero inversions
		__UpperCAmelCase    :     Tuple													=	[]
		__UpperCAmelCase    :     Union[str, Any]													=	count_inversions_bf(_UpperCAmelCase						)
		__UpperCAmelCase							,					__UpperCAmelCase    :     int													=	count_inversions_recursive(_UpperCAmelCase						)

		assert num_inversions_bf == num_inversions_recursive == 0
		print('''number of inversions = ''' ,   _UpperCAmelCase						)


if __name__ == "__main__":
				main()





