




'''simple docstring'''



import copy
import os

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







class 		lowercase_   :


   """simple docstring"""

   def __init__(   self :     List[Any]   ):

      """simple docstring"""
      _SCREAMING_SNAKE_CASE	=				""
      _SCREAMING_SNAKE_CASE	=				""
      _SCREAMING_SNAKE_CASE	=				[]
      _SCREAMING_SNAKE_CASE	=				0
      _SCREAMING_SNAKE_CASE	=				2_5_6
      _SCREAMING_SNAKE_CASE	=				0
      _SCREAMING_SNAKE_CASE	=				0
      _SCREAMING_SNAKE_CASE	=				0
      _SCREAMING_SNAKE_CASE	=				0



   def 							lowerCAmelCase_      (   self :     Optional[Any]  ,				__lowerCamelCase :     str   ):

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



   def 							lowerCAmelCase_      (   self :     List[Any]   ):

      """simple docstring"""
      plt.hist(self.img.ravel()  ,				2_5_6  ,				[0, 2_5_6]   )



   def 							lowerCAmelCase_      (   self :     Tuple   ):

      """simple docstring"""
      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()







'''simple docstring'''



lowerCamelCase_			=						'Tobias Carryer'

from time import time







class 		lowercase_   :


   """simple docstring"""

   def __init__(   self :     Tuple  ,				__lowerCamelCase :     int  ,				__lowerCamelCase :     List[Any]  ,				__lowerCamelCase :     Optional[int]  ,				__lowerCamelCase :     Dict=int(time()   )   ):  # noqa: B008

      """simple docstring"""
      _SCREAMING_SNAKE_CASE	=				multiplier
      _SCREAMING_SNAKE_CASE	=				increment
      _SCREAMING_SNAKE_CASE	=				modulo
      _SCREAMING_SNAKE_CASE	=				seed



   def 							lowerCAmelCase_      (   self :     List[str]   ):

      """simple docstring"""
      _SCREAMING_SNAKE_CASE	=				(self.multiplier * self.seed + self.increment) % self.modulo
      return self.seed


if __name__ == "__main__":
 # Show the LCG in action.
 lowerCamelCase_			=						LinearCongruentialGenerator(1_66_45_25, 10_13_90_42_23, 2 << 31)
 while True:
  print(lcg.next_number())

