

import os
import unittest

from transformers.models.cpmant.tokenization_cpmant import VOCAB_FILES_NAMES, CpmAntTokenizer
from transformers.testing_utils import require_jieba, tooslow

from ...test_tokenization_common import TokenizerTesterMixin






@require_jieba
class 						__magic_name__    (       _snake_case	,						unittest.TestCase    ):
 UpperCAmelCase							    =						CpmAntTokenizer
 UpperCAmelCase							    =						False


 def _UpperCamelCase	(						self		: Optional[int]    )    ->      Dict:
   super().setUp()

   UpperCAmelCase					      =  [
       "<d>",
       "</d>",
       "<s>",
       "</s>",
       "</_>",
       "<unk>",
       "<pad>",
       "</n>",
       "我",
       "是",
       "C",
       "P",
       "M",
       "A",
       "n",
       "t",
   ]
   UpperCAmelCase					      =  os.path.join(self.tmpdirname			,						VOCAB_FILES_NAMES["vocab_file"]    )
   with open(self.vocab_file			,						"w"			,						encoding="utf-8"    ) as vocab_writer:
     vocab_writer.write("".join([x + "\n" for x in vocab_tokens]    )    )


 @tooslow
 def _UpperCamelCase	(						self		: List[Any]    )    ->      Optional[Any]:
   UpperCAmelCase					      =  CpmAntTokenizer.from_pretrained("openbmb/cpm-ant-10b"    )
   UpperCAmelCase					      =  "今天天气真好！"
   UpperCAmelCase					      =  ["今天", "天气", "真", "好", "！"]
   UpperCAmelCase					      =  tokenizer.tokenize(lowerCAmelCase__    )
   self.assertListEqual(lowerCAmelCase__			,						lowerCAmelCase__    )
   UpperCAmelCase					      =  "今天天气真好！"
   UpperCAmelCase					      =  [tokenizer.bos_token] + tokens

   UpperCAmelCase					      =  [6, 9_8_0_2, 1_4_9_6_2, 2_0_8_2, 8_3_1, 2_4_4]
   self.assertListEqual(tokenizer.convert_tokens_to_ids(lowerCAmelCase__    )			,						lowerCAmelCase__    )

   UpperCAmelCase					      =  tokenizer.decode(lowerCAmelCase__    )
   self.assertEqual(lowerCAmelCase__			,						lowerCAmelCase__    )






import copy
import os

import cva
import numpy as np
from matplotlib import pyplot as plt






class 						__magic_name__    :


 def __init__(						self		: Optional[int]    )    ->      Optional[Any]:
   UpperCAmelCase					      =  ""
   UpperCAmelCase					      =  ""
   UpperCAmelCase					      =  []
   UpperCAmelCase					      =  0
   UpperCAmelCase					      =  2_5_6
   UpperCAmelCase					      =  0
   UpperCAmelCase					      =  0
   UpperCAmelCase					      =  0
   UpperCAmelCase					      =  0


 def _UpperCamelCase	(						self		: Any			,						lowerCAmelCase__		: Optional[Any]    )    ->      List[str]:
   UpperCAmelCase					      =  cva.imread(lowerCAmelCase__			,						0    )
   UpperCAmelCase					      =  copy.deepcopy(self.img    )
   UpperCAmelCase      ,	UpperCAmelCase      ,	UpperCAmelCase					      =  plt.hist(self.img.ravel()			,						2_5_6			,						[0, 2_5_6]			,						label="x"    )
   UpperCAmelCase					      =  np.sum(lowerCAmelCase__    )
   for i in range(len(lowerCAmelCase__    )    ):
     UpperCAmelCase					      =  x[i] / self.k
     self.sk += prk
     UpperCAmelCase					      =  (self.L - 1) * self.sk
     if self.rem != 0:
       UpperCAmelCase					      =  int(last % last    )
     UpperCAmelCase					      =  int(last + 1 if self.rem >= 0.5 else last    )
     self.last_list.append(lowerCAmelCase__    )
     UpperCAmelCase					      =  int(np.ma.count(self.img    ) / self.img[1].size    )
     UpperCAmelCase					      =  self.img[1].size
   for i in range(self.number_of_cols    ):
     for j in range(self.number_of_rows    ):
       UpperCAmelCase					      =  self.img[j][i]
       if num != self.last_list[num]:
         UpperCAmelCase					      =  self.last_list[num]
   cva.imwrite("output_data/output.jpg"			,						self.img    )


 def _UpperCamelCase	(						self		: str    )    ->      int:
   plt.hist(self.img.ravel()			,						2_5_6			,						[0, 2_5_6]    )


 def _UpperCamelCase	(						self		: Dict    )    ->      Optional[Any]:
   cva.imshow("Output-Image"			,						self.img    )
   cva.imshow("Input-Image"			,						self.original_image    )
   cva.waitKey(5_0_0_0    )
   cva.destroyAllWindows()


if __name__ == "__main__":
      lowerCAmelCase__       = os.path.join(os.path.basename(__file__), "image_data/input.jpg")
      lowerCAmelCase__       = ConstantStretch()
      stretcher.stretch(file_path)
      stretcher.plot_histogram()
      stretcher.show_image()



