


'''simple docstring'''






from __future__ import annotations

from PIL import Image

# Define glider example
lowercase				=[
    [0, 1, 0, 0, 0, 0, 0, 0],
    [0, 0, 1, 0, 0, 0, 0, 0],
    [1, 1, 1, 0, 0, 0, 0, 0],
    [0, 0, 0, 0, 0, 0, 0, 0],
    [0, 0, 0, 0, 0, 0, 0, 0],
    [0, 0, 0, 0, 0, 0, 0, 0],
    [0, 0, 0, 0, 0, 0, 0, 0],
    [0, 0, 0, 0, 0, 0, 0, 0],
]

# Define blinker example
lowercase				=[[0, 1, 0], [0, 1, 0], [0, 1, 0]]





def lowerCamelCase__     (		__lowerCamelCase			:				list[list[int]]				):







   '''simple docstring'''




   _UpperCAmelCase  :  str				       =[]
   for i in range(len(__lowerCamelCase				)				):
      _UpperCAmelCase  :  int				       =[]
      for j in range(len(cells[i]				)				):
         # Get the number of live neighbours
         _UpperCAmelCase  :  Any				       =0
         if i > 0 and j > 0:
            neighbour_count += cells[i - 1][j - 1]
         if i > 0:
            neighbour_count += cells[i - 1][j]
         if i > 0 and j < len(cells[i]				) - 1:
            neighbour_count += cells[i - 1][j + 1]
         if j > 0:
            neighbour_count += cells[i][j - 1]
         if j < len(cells[i]				) - 1:
            neighbour_count += cells[i][j + 1]
         if i < len(__lowerCamelCase				) - 1 and j > 0:
            neighbour_count += cells[i + 1][j - 1]
         if i < len(__lowerCamelCase				) - 1:
            neighbour_count += cells[i + 1][j]
         if i < len(__lowerCamelCase				) - 1 and j < len(cells[i]				) - 1:
            neighbour_count += cells[i + 1][j + 1]

         # Rules of the game of life (excerpt from Wikipedia):
         # 1. Any live cell with two or three live neighbours survives.
         # 2. Any dead cell with three live neighbours becomes a live cell.
         # 3. All other live cells die in the next generation.
         #    Similarly, all other dead cells stay dead.
         _UpperCAmelCase  :  Tuple				       =cells[i][j] == 1
         if (
             (alive and 2 <= neighbour_count <= 3)
             or not alive
             and neighbour_count == 3
         ):
            next_generation_row.append(1				)
         else:
            next_generation_row.append(0				)

      next_generation.append(__lowerCamelCase				)
   return next_generation





def lowerCamelCase__     (		__lowerCamelCase			:				list[list[int]]			,       __lowerCamelCase			:				int				):







   '''simple docstring'''




   _UpperCAmelCase  :  int				       =[]
   for _ in range(__lowerCamelCase				):
      # Create output image
      _UpperCAmelCase  :  List[str]				       =Image.new('RGB'			,       (len(cells[0]				), len(__lowerCamelCase				))				)
      _UpperCAmelCase  :  List[Any]				       =img.load()

      # Save cells to image
      for x in range(len(__lowerCamelCase				)				):
         for y in range(len(cells[0]				)				):
            _UpperCAmelCase  :  int				       =2_5_5 - cells[y][x] * 2_5_5
            _UpperCAmelCase  :  List[Any]				       =(colour, colour, colour)

        # Save image
      images.append(__lowerCamelCase				)
      _UpperCAmelCase  :  Dict				       =new_generation(__lowerCamelCase				)
   return images


if __name__ == "__main__":
 lowercase				=generate_images(GLIDER, 16)
 images[0].save('out.gif', save_all=True, append_images=images[1:])





'''simple docstring'''






import inspect
import re
from hashlib import shaaaa
from typing import Dict, List

from .arrow import arrow
from .audiofolder import audiofolder
from .csv import csv
from .imagefolder import imagefolder
from .json import json
from .pandas import pandas
from .parquet import parquet
from .sql import sql  # noqa F401
from .text import text





def lowerCamelCase__     (		__lowerCamelCase			:				List[str]				):







   '''simple docstring'''




   _UpperCAmelCase  :  int				       =[]
   for line in lines:
      _UpperCAmelCase  :  Dict				       =re.sub(R'#.*'			,       ''			,       __lowerCamelCase				)  # remove comments
      if line:
         filtered_lines.append(__lowerCamelCase				)
   _UpperCAmelCase  :  str				       ='\n'.join(__lowerCamelCase				)

   # Make a hash from all this code
   _UpperCAmelCase  :  str				       =full_str.encode('utf-8'				)
   return shaaaa(__lowerCamelCase				).hexdigest()


# get importable module names and hash for caching
lowercase				={
    'csv': (csv.__name__, _hash_python_lines(inspect.getsource(csv).splitlines())),
    'json': (json.__name__, _hash_python_lines(inspect.getsource(json).splitlines())),
    'pandas': (pandas.__name__, _hash_python_lines(inspect.getsource(pandas).splitlines())),
    'parquet': (parquet.__name__, _hash_python_lines(inspect.getsource(parquet).splitlines())),
    'arrow': (arrow.__name__, _hash_python_lines(inspect.getsource(arrow).splitlines())),
    'text': (text.__name__, _hash_python_lines(inspect.getsource(text).splitlines())),
    'imagefolder': (imagefolder.__name__, _hash_python_lines(inspect.getsource(imagefolder).splitlines())),
    'audiofolder': (audiofolder.__name__, _hash_python_lines(inspect.getsource(audiofolder).splitlines())),
}

# Used to infer the module to use based on the data files extensions
lowercase				={
    '.csv': ('csv', {}),
    '.tsv': ('csv', {'sep': '\t'}),
    '.json': ('json', {}),
    '.jsonl': ('json', {}),
    '.parquet': ('parquet', {}),
    '.arrow': ('arrow', {}),
    '.txt': ('text', {}),
}
_EXTENSION_TO_MODULE.update({ext: ('imagefolder', {}) for ext in imagefolder.ImageFolder.EXTENSIONS})
_EXTENSION_TO_MODULE.update({ext.upper(): ('imagefolder', {}) for ext in imagefolder.ImageFolder.EXTENSIONS})
_EXTENSION_TO_MODULE.update({ext: ('audiofolder', {}) for ext in audiofolder.AudioFolder.EXTENSIONS})
_EXTENSION_TO_MODULE.update({ext.upper(): ('audiofolder', {}) for ext in audiofolder.AudioFolder.EXTENSIONS})
lowercase				={'imagefolder', 'audiofolder'}

# Used to filter data files based on extensions given a module name
lowercase				={}
for _ext, (_module, _) in _EXTENSION_TO_MODULE.items():
 _MODULE_TO_EXTENSIONS.setdefault(_module, []).append(_ext)

_MODULE_TO_EXTENSIONS["imagefolder"].append('.zip')




_MODULE_TO_EXTENSIONS["audiofolder"].append('.zip')

