



import os
import unittest

from transformers.models.phobert.tokenization_phobert import VOCAB_FILES_NAMES, PhobertTokenizer

from ...test_tokenization_common import TokenizerTesterMixin






class 							lowercase__     (							lowercase						, unittest.TestCase       ):
	lowercase__      =      PhobertTokenizer
	lowercase__      =      False





	def      UpperCamelCase_  (			self :    Optional[int]			):







							'''simple docstring'''
							super().setUp()

							# Adapted from Sennrich et al. 2015 and https://github.com/rsennrich/subword-nmt
							_UpperCamelCase :		Any			    =       ['T@@', 'i', 'I', 'R@@', 'r', 'e@@']
							_UpperCamelCase :		Union[str, Any]			    =       dict(zip(lowerCamelCase__			,range(len(lowerCamelCase__			)			)			)			)
							_UpperCamelCase :		int			    =       ['#version: 0.2', 'l à</w>']
							_UpperCamelCase :		Dict			    =       {'unk_token': '<unk>'}

							_UpperCamelCase :		Tuple			    =       os.path.join(self.tmpdirname			,VOCAB_FILES_NAMES['vocab_file']			)
							_UpperCamelCase :		str			    =       os.path.join(self.tmpdirname			,VOCAB_FILES_NAMES['merges_file']			)

							with open(self.vocab_file			,'w'			,encoding='utf-8'			) as fp:
													for token in vocab_tokens:
																			fp.write(F'{token} {vocab_tokens[token]}\n'			)
							with open(self.merges_file			,'w'			,encoding='utf-8'			) as fp:
													fp.write('\n'.join(lowerCamelCase__			)			)





	def      UpperCamelCase_  (			self :    List[str]			,**lowerCamelCase__ :    Optional[Any]			):







							'''simple docstring'''
							kwargs.update(self.special_tokens_map			)
							return PhobertTokenizer.from_pretrained(self.tmpdirname			,**lowerCamelCase__			)





	def      UpperCamelCase_  (			self :    Any			,lowerCamelCase__ :    Optional[Any]			):







							'''simple docstring'''
							_UpperCamelCase :		Tuple			    =       'Tôi là VinAI Research'
							_UpperCamelCase :		List[str]			    =       'T<unk> i <unk> <unk> <unk> <unk> <unk> <unk> I Re<unk> e<unk> <unk> <unk> <unk>'
							return input_text, output_text





	def      UpperCamelCase_  (			self :    List[str]			):







							'''simple docstring'''
							_UpperCamelCase :		List[Any]			    =       PhobertTokenizer(self.vocab_file			,self.merges_file			,**self.special_tokens_map			)
							_UpperCamelCase :		Union[str, Any]			    =       'Tôi là VinAI Research'
							_UpperCamelCase :		Optional[int]			    =       'T@@ ô@@ i l@@ à V@@ i@@ n@@ A@@ I R@@ e@@ s@@ e@@ a@@ r@@ c@@ h'.split()
							_UpperCamelCase :		Optional[Any]			    =       tokenizer.tokenize(lowerCamelCase__			)
							print(lowerCamelCase__			)
							self.assertListEqual(lowerCamelCase__			,lowerCamelCase__			)

							_UpperCamelCase :		Optional[int]			    =       tokens + [tokenizer.unk_token]

							_UpperCamelCase :		Optional[int]			    =       [4, 3, 5, 3, 3, 3, 3, 3, 3, 6, 7, 9, 3, 9, 3, 3, 3, 3, 3]
							self.assertListEqual(tokenizer.convert_tokens_to_ids(lowerCamelCase__			)			,lowerCamelCase__			)







'''simple docstring'''
from __future__ import annotations

import time
from collections.abc import Sequence
from random import randint

from matplotlib import pyplot as plt






def A__   (					UpperCAmelCase_  ,  UpperCAmelCase_  ,  UpperCAmelCase_							):
						if not arr:
												return None, None, 0
						if low == high:
												return low, high, arr[low]

						_UpperCamelCase :		str			    =       (low + high) // 2
						_UpperCamelCase    ,      _UpperCamelCase    ,      _UpperCamelCase :		Dict			    =       max_subarray(UpperCAmelCase_  ,  UpperCAmelCase_  ,  UpperCAmelCase_							)
						_UpperCamelCase    ,      _UpperCamelCase    ,      _UpperCamelCase :		List[Any]			    =       max_subarray(UpperCAmelCase_  ,  mid + 1  ,  UpperCAmelCase_							)
						_UpperCamelCase    ,      _UpperCamelCase    ,      _UpperCamelCase :		Tuple			    =       max_cross_sum(UpperCAmelCase_  ,  UpperCAmelCase_  ,  UpperCAmelCase_  ,  UpperCAmelCase_							)
						if left_sum >= right_sum and left_sum >= cross_sum:
												return left_low, left_high, left_sum
						elif right_sum >= left_sum and right_sum >= cross_sum:
												return right_low, right_high, right_sum
						return cross_left, cross_right, cross_sum






def A__   (					UpperCAmelCase_  ,  UpperCAmelCase_  ,  UpperCAmelCase_  ,  UpperCAmelCase_							):
						_UpperCamelCase    ,      _UpperCamelCase :		Optional[Any]			    =       float('-inf'							), -1
						_UpperCamelCase    ,      _UpperCamelCase :		int			    =       float('-inf'							), -1

						_UpperCamelCase :		int | float			    =       0
						for i in range(UpperCAmelCase_  ,  low - 1  ,  -1							):
												summ += arr[i]
												if summ > left_sum:
																		_UpperCamelCase :		Optional[int]			    =       summ
																		_UpperCamelCase :		Union[str, Any]			    =       i

						_UpperCamelCase :		List[Any]			    =       0
						for i in range(mid + 1  ,  high + 1							):
												summ += arr[i]
												if summ > right_sum:
																		_UpperCamelCase :		List[Any]			    =       summ
																		_UpperCamelCase :		List[str]			    =       i

						return max_left, max_right, (left_sum + right_sum)






def A__   (					UpperCAmelCase_							):
						_UpperCamelCase :		List[str]			    =       [randint(1  ,  UpperCAmelCase_							) for _ in range(UpperCAmelCase_							)]
						_UpperCamelCase :		Optional[Any]			    =       time.time()
						max_subarray(UpperCAmelCase_  ,  0  ,  input_size - 1							)
						_UpperCamelCase :		str			    =       time.time()
						return end - start






def A__   (					):
						_UpperCamelCase :		Any			    =       [1_0, 1_0_0, 1_0_0_0, 1_0_0_0_0, 5_0_0_0_0, 1_0_0_0_0_0, 2_0_0_0_0_0, 3_0_0_0_0_0, 4_0_0_0_0_0, 5_0_0_0_0_0]
						_UpperCamelCase :		Dict			    =       [time_max_subarray(UpperCAmelCase_							) for input_size in input_sizes]
						print('No of Inputs\t\tTime Taken'							)
						for input_size, runtime in zip(UpperCAmelCase_  ,  UpperCAmelCase_							):
												print(UpperCAmelCase_  ,  '\t\t'  ,  UpperCAmelCase_							)
						plt.plot(UpperCAmelCase_  ,  UpperCAmelCase_							)
						plt.xlabel('Number of Inputs'							)
						plt.ylabel('Time taken in seconds'							)
						plt.show()


if __name__ == "__main__":
					from doctest import testmod

					testmod()


