





import argparse
import os
import re


UpperCAmelCase_      							=     """src/transformers/models/auto"""


# re pattern that matches mapping introductions:
#    SUPER_MODEL_MAPPING_NAMES = OrderedDict or SUPER_MODEL_MAPPING = OrderedDict
UpperCAmelCase_      							=     re.compile(R"""[A-Z_]+_MAPPING(\s+|_[A-Z_]+\s+)=\s+OrderedDict""")
# re pattern that matches identifiers in mappings
UpperCAmelCase_      							=     re.compile(R"""\s*\(\s*\"(\S[^\"]+)\"""")





def 						lowerCamelCase__     (     UpperCamelCase__			:       Union[str, Any]       ,    UpperCamelCase__			:       bool = False						)			-> int:



					'''simple docstring'''




					with open(UpperCamelCase__       ,    'r'       ,    encoding='utf-8'						) as f:
										_snake_case									=				f.read()

					_snake_case									=				content.split('\n'						)
					_snake_case									=				[]
					_snake_case									=				0
					while line_idx < len(UpperCamelCase__						):
										if _re_intro_mapping.search(lines[line_idx]						) is not None:
															_snake_case									=				len(re.search(R'^(\s*)\S'       ,    lines[line_idx]						).groups()[0]						) + 8
															# Start of a new mapping!
															while not lines[line_idx].startswith(' ' * indent + '('						):
																				new_lines.append(lines[line_idx]						)
																				line_idx += 1

															_snake_case									=				[]
															while lines[line_idx].strip() != "]":
																				# Blocks either fit in one line or not
																				if lines[line_idx].strip() == "(":
																									_snake_case									=				line_idx
																									while not lines[line_idx].startswith(' ' * indent + ')'						):
																														line_idx += 1
																									blocks.append('\n'.join(lines[start_idx : line_idx + 1]						)						)
																				else:
																									blocks.append(lines[line_idx]						)
																				line_idx += 1

															# Sort blocks by their identifiers
															_snake_case									=				sorted(UpperCamelCase__       ,    key=lambda UpperCamelCase__						: _re_identifier.search(UpperCamelCase__						).groups()[0]						)
															new_lines += blocks
										else:
															new_lines.append(lines[line_idx]						)
															line_idx += 1

					if overwrite:
										with open(UpperCamelCase__       ,    'w'       ,    encoding='utf-8'						) as f:
															f.write('\n'.join(UpperCamelCase__						)						)
					elif "\n".join(UpperCamelCase__						) != content:
										return True





def 						lowerCamelCase__     (     UpperCamelCase__			:       bool = False						)			-> Dict:



					'''simple docstring'''




					_snake_case									=				[os.path.join(UpperCamelCase__       ,    UpperCamelCase__						) for f in os.listdir(UpperCamelCase__						) if f.endswith('.py'						)]
					_snake_case									=				[sort_auto_mapping(UpperCamelCase__       ,    overwrite=UpperCamelCase__						) for fname in fnames]

					if not overwrite and any(UpperCamelCase__						):
										_snake_case									=				[f for f, d in zip(UpperCamelCase__       ,    UpperCamelCase__						) if d]
										raise ValueError(
										    F'''The following files have auto mappings that need sorting: {", ".join(UpperCamelCase__						)}. Run `make style` to fix'''
										    ' this.'						)


if __name__ == "__main__":
					UpperCAmelCase_      							=     argparse.ArgumentParser()
					parser.add_argument("""--check_only""", action="""store_true""", help="""Whether to only check or fix style.""")
					UpperCAmelCase_      							=     parser.parse_args()

					sort_all_auto_mappings(not args.check_only)










from cva import destroyAllWindows, imread, imshow, waitKey





def 						lowerCamelCase__     (     UpperCamelCase__			:       Optional[int]						)			-> Optional[int]:



					'''simple docstring'''




					_snake_case							,     _snake_case									=				img.shape[0], img.shape[1]

					# converting each pixel's color to its negative
					for i in range(UpperCamelCase__						):
										for j in range(UpperCamelCase__						):
															_snake_case									=				[255, 255, 255] - img[i][j]

					return img


if __name__ == "__main__":
					# read original image
					UpperCAmelCase_      							=     imread("""image_data/lena.jpg""", 1)

					# convert to its negative
					UpperCAmelCase_      							=     convert_to_negative(img)

					# show result image
					imshow("""negative of original image""", img)
					waitKey(0)
					destroyAllWindows()



