



import random
import sys

import numpy as np
from matplotlib import pyplot as plt
from matplotlib.colors import ListedColormap

_lowercase						  =		"Usage of script: script_name <size_of_canvas:int>"

_lowercase						  =		[0] * 100 + [1] * 10
random.shuffle(choice)



def 		lowerCAmelCase__    (					UpperCamelCase_				:       int	)->  list[list[bool]]:
    A__		 =					[[False for i in range(UpperCamelCase_	)] for j in range(UpperCamelCase_	)]
    return canvas



def 		lowerCAmelCase__    (					UpperCamelCase_				:       list[list[bool]]	)->  None:
    for i, row in enumerate(UpperCamelCase_	):
        for j, _ in enumerate(UpperCamelCase_	):
            A__		 =					bool(random.getrandbits(1	)	)



def 		lowerCAmelCase__    (					UpperCamelCase_				:       list[list[bool]]	)->  list[list[bool]]:
    A__		 =					np.array(UpperCamelCase_	)
    A__		 =					np.array(create_canvas(current_canvas.shape[0]	)	)
    for r, row in enumerate(UpperCamelCase_	):
        for c, pt in enumerate(UpperCamelCase_	):
            A__		 =					__judge_point(
                UpperCamelCase_ ,       current_canvas[r - 1 : r + 2, c - 1 : c + 2]	)

    A__		 =					next_gen_canvas
    del next_gen_canvas  # cleaning memory as we move on.
    A__		 =					current_canvas.tolist()
    return return_canvas



def 		lowerCAmelCase__    (					UpperCamelCase_				:       bool ,       UpperCamelCase_				:       list[list[bool]]	)->  bool:
    A__		 =					0
    A__		 =					0
    # finding dead or alive neighbours count.
    for i in neighbours:
        for status in i:
            if status:
                alive += 1
            else:
                dead += 1

    # handling duplicate entry for focus pt.
    if pt:
        alive -= 1
    else:
        dead -= 1

    # running the rules of game here.
    A__		 =					pt
    if pt:
        if alive < 2:
            A__		 =					False
        elif alive == 2 or alive == 3:
            A__		 =					True
        elif alive > 3:
            A__		 =					False
    else:
        if alive == 3:
            A__		 =					True

    return state


if __name__ == "__main__":
   if len(sys.argv) != 2:
      raise Exception(usage_doc)

   _lowercase						  =		int(sys.argv[1])
   # main working structure of this module.
   _lowercase						  =		create_canvas(canvas_size)
   seed(c)
   _lowercase  ,  _lowercase						  =		plt.subplots()
   fig.show()
   _lowercase						  =		ListedColormap(["w", "k"])
   try:
      while True:
         _lowercase						  =		run(c)
         ax.matshow(c, cmap=cmap)
         fig.canvas.draw()
         ax.cla()
   except KeyboardInterrupt:
      # do nothing.
      pass





def 		lowerCAmelCase__    (					UpperCamelCase_				:       str ,       UpperCamelCase_				:       str	)->  float:

    def get_matched_characters(UpperCamelCase_				:       str ,       UpperCamelCase_				:       str	) -> str:
        A__		 =					[]
        A__		 =					min(len(_stra	) ,       len(_stra	)	) // 2
        for i, l in enumerate(_stra	):
            A__		 =					int(max(0 ,       i - limit	)	)
            A__		 =					int(min(i + limit + 1 ,       len(_stra	)	)	)
            if l in _stra[left:right]:
                matched.append(UpperCamelCase_	)
                A__		 =					f"{_stra[0:_stra.index(UpperCamelCase_	)]} {_stra[_stra.index(UpperCamelCase_	) + 1:]}"

        return "".join(UpperCamelCase_	)

    # matching characters
    A__		 =					get_matched_characters(UpperCamelCase_ ,       UpperCamelCase_	)
    A__		 =					get_matched_characters(UpperCamelCase_ ,       UpperCamelCase_	)
    A__		 =					len(UpperCamelCase_	)

    # transposition
    A__		 =					(
        len([(ca, ca) for ca, ca in zip(UpperCamelCase_ ,       UpperCamelCase_	) if ca != ca]	) // 2
    )

    if not match_count:
        A__		 =					0.0
    else:
        A__		 =					(
            1
            / 3
            * (
                match_count / len(UpperCamelCase_	)
                + match_count / len(UpperCamelCase_	)
                + (match_count - transpositions) / match_count
            )
        )

    # common prefix up to 4 characters
    A__		 =					0
    for ca, ca in zip(stra[:4] ,       stra[:4]	):
        if ca == ca:
            prefix_len += 1
        else:
            break

    return jaro + 0.1 * prefix_len * (1 - jaro)


if __name__ == "__main__":
   import doctest

   doctest.testmod()
   print(jaro_winkler("hello", "world"))
