





'''simple docstring'''

import os
import re
from shutil import copyfile
from typing import List, Optional, Tuple

from ...tokenization_utils import PreTrainedTokenizer
from ...utils import logging


__lowerCAmelCase							:	List[Any]			=logging.get_logger(__name__)

__lowerCAmelCase							:	List[Any]			={
    "vocab_file": "vocab.txt",
    "merges_file": "bpe.codes",
}

__lowerCAmelCase							:	int			={
    "vocab_file": {
        "vinai/phobert-base": "https://huggingface.co/vinai/phobert-base/resolve/main/vocab.txt",
        "vinai/phobert-large": "https://huggingface.co/vinai/phobert-large/resolve/main/vocab.txt",
    },
    "merges_file": {
        "vinai/phobert-base": "https://huggingface.co/vinai/phobert-base/resolve/main/bpe.codes",
        "vinai/phobert-large": "https://huggingface.co/vinai/phobert-large/resolve/main/bpe.codes",
    },
}

__lowerCAmelCase							:	Optional[int]			={
    "vinai/phobert-base": 256,
    "vinai/phobert-large": 256,
}





def 						UpperCamelCase				(							_lowerCamelCase					:					Tuple       ):
    A__				=			set()
    A__				=			word[0]
    for char in word[1:]:
        pairs.add((prev_char, char)       )
        A__				=			char

    A__				=			set(_lowerCamelCase       )
    return pairs






class    UpperCAmelCase	(       UpperCamelCase__				):
 __lowercase   		=				VOCAB_FILES_NAMES
 __lowercase   		=				PRETRAINED_VOCAB_FILES_MAP
 __lowercase   		=				PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
 def __init__(				self      :Optional[int]						,       lowercase_      :Optional[Any]						,       lowercase_      :List[Any]						,       lowercase_      :str="<s>"						,       lowercase_      :Optional[Any]="</s>"						,       lowercase_      :Optional[Any]="</s>"						,       lowercase_      :Any="<s>"						,       lowercase_      :List[str]="<unk>"						,       lowercase_      :Any="<pad>"						,       lowercase_      :Tuple="<mask>"						,       **lowercase_      :Optional[int]						,       )->							List[Any]:
     super().__init__(
         bos_token=lowercase_						,       eos_token=lowercase_						,       unk_token=lowercase_						,       sep_token=lowercase_						,       cls_token=lowercase_						,       pad_token=lowercase_						,       mask_token=lowercase_						,       **lowercase_						,       )

     A__				=			vocab_file
     A__				=			merges_file

     A__				=			{}
     A__				=			0
     A__				=			1
     A__				=			2
     A__				=			3

     self.add_from_file(lowercase_							)

     A__				=			{v: k for k, v in self.encoder.items()}

     with open(lowercase_						,       encoding="utf-8"							) as merges_handle:
         A__				=			merges_handle.read().split("\n"							)[:-1]
     A__				=			[tuple(merge.split()[:-1]							) for merge in merges]
     A__				=			dict(zip(lowercase_						,       range(len(lowercase_							)							)							)							)
     A__				=			{}
 def      UpperCAmelCase_							(				self      :Union[str, Any]						,       lowercase_      :List[int]						,       lowercase_      :Optional[List[int]] = None							)->							List[int]:

     if token_ids_a is None:
         return [self.cls_token_id] + token_ids_a + [self.sep_token_id]
     A__				=			[self.cls_token_id]
     A__				=			[self.sep_token_id]
     return cls + token_ids_a + sep + sep + token_ids_a + sep
 def      UpperCAmelCase_							(				self      :str						,       lowercase_      :List[int]						,       lowercase_      :Optional[List[int]] = None						,       lowercase_      :bool = False							)->							List[int]:

     if already_has_special_tokens:
         return super().get_special_tokens_mask(
             token_ids_a=lowercase_						,       token_ids_a=lowercase_						,       already_has_special_tokens=lowercase_							)

     if token_ids_a is None:
         return [1] + ([0] * len(lowercase_							)) + [1]
     return [1] + ([0] * len(lowercase_							)) + [1, 1] + ([0] * len(lowercase_							)) + [1]
 def      UpperCAmelCase_							(				self      :Any						,       lowercase_      :List[int]						,       lowercase_      :Optional[List[int]] = None							)->							List[int]:
     A__				=			[self.sep_token_id]
     A__				=			[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]
 @property
 def      UpperCAmelCase_							(				self      :List[str]							)->							str:
     return len(self.encoder							)
 def      UpperCAmelCase_							(				self      :Optional[int]							)->							int:
     return dict(self.encoder						,       **self.added_tokens_encoder							)
 def      UpperCAmelCase_							(				self      :List[Any]						,       lowercase_      :Any							)->							str:
     if token in self.cache:
         return self.cache[token]
     A__				=			tuple(lowercase_							)
     A__				=			tuple(list(word[:-1]							) + [word[-1] + "</w>"]							)
     A__				=			get_pairs(lowercase_							)

     if not pairs:
         return token

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

             if word[i] == first and i < len(lowercase_							) - 1 and word[i + 1] == second:
                 new_word.append(first + second							)
                 i += 2
             else:
                 new_word.append(word[i]							)
                 i += 1
         A__				=			tuple(lowercase_							)
         A__				=			new_word
         if len(lowercase_							) == 1:
             break
         else:
             A__				=			get_pairs(lowercase_							)
     A__				=			"@@ ".join(lowercase_							)
     A__				=			word[:-4]
     A__				=			word
     return word
 def      UpperCAmelCase_							(				self      :Union[str, Any]						,       lowercase_      :Any							)->							Optional[int]:
     A__				=			[]

     A__				=			re.findall(R"\S+\n?"						,       lowercase_							)

     for token in words:
         split_tokens.extend(list(self.bpe(lowercase_							).split(" "							)							)							)
     return split_tokens
 def      UpperCAmelCase_							(				self      :Any						,       lowercase_      :Optional[Any]							)->							str:
     return self.encoder.get(lowercase_						,       self.encoder.get(self.unk_token							)							)
 def      UpperCAmelCase_							(				self      :Any						,       lowercase_      :Union[str, Any]							)->							Tuple:
     return self.decoder.get(lowercase_						,       self.unk_token							)
 def      UpperCAmelCase_							(				self      :Union[str, Any]						,       lowercase_      :str							)->							int:
     A__				=			" ".join(lowercase_							).replace("@@ "						,       ""							).strip()
     return out_string
 def      UpperCAmelCase_							(				self      :Optional[Any]						,       lowercase_      :str						,       lowercase_      :Optional[str] = None							)->							Tuple[str]:
     if not os.path.isdir(lowercase_							):
         logger.error(F"Vocabulary path ({save_directory}) should be a directory"							)
         return
     A__				=			os.path.join(
         lowercase_						,       (filename_prefix + "-" if filename_prefix else "") + VOCAB_FILES_NAMES["vocab_file"]							)
     A__				=			os.path.join(
         lowercase_						,       (filename_prefix + "-" if filename_prefix else "") + VOCAB_FILES_NAMES["merges_file"]							)

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

     if os.path.abspath(self.merges_file							) != os.path.abspath(lowercase_							):
         copyfile(self.merges_file						,       lowercase_							)

     return out_vocab_file, out_merge_file



 def      UpperCAmelCase_							(				self      :Any						,       lowercase_      :Any							)->							Any:
     if isinstance(lowercase_						,       lowercase_							):
         try:
             with open(lowercase_						,       "r"						,       encoding="utf-8"							) as fd:
                 self.add_from_file(lowercase_							)
         except FileNotFoundError as fnfe:
             raise fnfe
         except UnicodeError:
             raise Exception(F"Incorrect encoding detected in {f}, please rebuild the dataset"							)
         return

     A__				=			f.readlines()
     for lineTmp in lines:
         A__				=			lineTmp.strip()
         A__				=			line.rfind(" "							)
         if idx == -1:
             raise ValueError("Incorrect dictionary format, expected '<token> <cnt>'"							)
         A__				=			line[:idx]
         A__				=			len(self.encoder							)










'''simple docstring'''

from __future__ import annotations

import time

import numpy as np

__lowerCAmelCase							:	Optional[Any]			=[8, 5, 9, 7]
__lowerCAmelCase							:	Optional[int]			=[
    [2, 0, 1, 1],
    [0, 1, 2, 1],
    [4, 0, 0, 3],
    [0, 2, 1, 0],
    [1, 0, 3, 0],
]
__lowerCAmelCase							:	List[Any]			=[
    [3, 2, 1, 4],
    [0, 2, 5, 2],
    [5, 1, 0, 5],
    [1, 5, 3, 0],
    [3, 0, 3, 3],
]






class    UpperCAmelCase	:
 def __init__(				self      :Optional[int]						,       lowercase_      :list[int]						,       lowercase_      :list[list[int]]						,       lowercase_      :list[list[int]]						,       )->							None:
     A__				=			claim_vector
     A__				=			allocated_resources_table
     A__				=			maximum_claim_table
 def      UpperCAmelCase_							(				self      :Union[str, Any]							)->							list[int]:
     return [
         sum(p_item[i] for p_item in self.__allocated_resources_table							)
         for i in range(len(self.__allocated_resources_table[0]							)							)
     ]
 def      UpperCAmelCase_							(				self      :Tuple							)->							list[int]:
     return np.array(self.__claim_vector							) - np.array(
         self.__processes_resource_summation()							)
 def      UpperCAmelCase_							(				self      :Dict							)->							list[list[int]]:
     return [
         list(np.array(self.__maximum_claim_table[i]							) - np.array(lowercase_							)							)
         for i, allocated_resource in enumerate(self.__allocated_resources_table							)
     ]
 def      UpperCAmelCase_							(				self      :Any							)->							dict[int, list[int]]:
     return {self.__need().index(lowercase_							): i for i in self.__need()}
 def      UpperCAmelCase_							(				self      :Tuple						,       **lowercase_      :List[str]							)->							None:
     A__				=			self.__need()
     A__				=			self.__allocated_resources_table
     A__				=			self.__available_resources()
     A__				=			self.__need_index_manager()
     for kw, val in kwargs.items():
         if kw and val is True:
             self.__pretty_data()
     print("_" * 50 + "\n"							)
     while need_list:
         A__				=			False
         for each_need in need_list:
             A__				=			True
             for index, need in enumerate(lowercase_							):
                 if need > available_resources[index]:
                     A__				=			False
                     break
             if execution:
                 A__				=			True
                 # get the original index of the process from ind_ctrl db
                 for original_need_index, need_clone in need_index_manager.items():
                     if each_need == need_clone:
                         A__				=			original_need_index
                 print(F"Process {process_number + 1} is executing."							)
                 # remove the process run from stack
                 need_list.remove(lowercase_							)
                 # update available/freed resources stack
                 A__				=			np.array(lowercase_							) + np.array(
                     alloc_resources_table[process_number]							)
                 print(
                     "Updated available resource stack for processes: "
                     + " ".join([str(lowercase_							) for x in available_resources]							)							)
                 break
         if safe:
             print("The process is in a safe state.\n"							)
         else:
             print("System in unsafe state. Aborting...\n"							)
             break



 def      UpperCAmelCase_							(				self      :Optional[Any]							)->							Tuple:
     print(" " * 9 + "Allocated Resource Table"							)
     for item in self.__allocated_resources_table:
         print(
             F"P{self.__allocated_resources_table.index(lowercase_							) + 1}"
             + " ".join(F"{it:>8}" for it in item							)
             + "\n"							)
     print(" " * 9 + "System Resource Table"							)
     for item in self.__maximum_claim_table:
         print(
             F"P{self.__maximum_claim_table.index(lowercase_							) + 1}"
             + " ".join(F"{it:>8}" for it in item							)
             + "\n"							)
     print(
         "Current Usage by Active Processes: "
         + " ".join(str(lowercase_							) for x in self.__claim_vector							)							)
     print(
         "Initial Available Resources:       "
         + " ".join(str(lowercase_							) for x in self.__available_resources()							)							)
     time.sleep(1							)


if __name__ == "__main__":
  import doctest

  doctest.testmod()



