
"""simple docstring"""





import glob
import os
import random
from string import ascii_lowercase, digits

import cva
UpperCamelCase_       :    List[Any]						      =			''''''
UpperCamelCase_       :    List[str]						      =			''''''
UpperCamelCase_       :    List[Any]						      =			''''''
UpperCamelCase_       :    Union[str, Any]						      =			1  # (0 is vertical, 1 is horizontal)
def 				A_  ():

					'''simple docstring'''





					A_			,     A_								=    get_dataset(__a					, __a					)
					print("Processing..."					)
					A_			,     A_			,     A_								=    update_image_and_anno(__a					, __a					, __a					)

					for index, image in enumerate(__a					):
										# Get random string code: '7b7ad245cdff75241935e4dd860f3bad'
										A_								=    random_chars(32					)
										A_								=    paths[index].split(os.sep					)[-1].rsplit("."					, 1					)[0]
										A_								=    f'{OUTPUT_DIR}/{file_name}_FLIP_{letter_code}'
										cva.imwrite(f'/{file_root}.jpg'					, __a					, [cva.IMWRITE_JPEG_QUALITY, 85]					)
										print(f'Success {index+1}/{len(__a					)} with {file_name}'					)
										A_								=    []
										for anno in new_annos[index]:
															A_								=    f'{anno[0]} {anno[1]} {anno[2]} {anno[3]} {anno[4]}'
															annos_list.append(__a					)
										with open(f'/{file_root}.txt'					, "w"					) as outfile:
															outfile.write("\n".join(line for line in annos_list					)					)
def 				A_  (__a					, __a					):

					'''simple docstring'''





					A_								=    []
					A_								=    []
					for label_file in glob.glob(os.path.join(__a					, "*.txt"					)					):
										A_								=    label_file.split(os.sep					)[-1].rsplit("."					, 1					)[0]
										with open(__a					) as in_file:
															A_								=    in_file.readlines()
										A_								=    os.path.join(__a					, f'{label_name}.jpg'					)

										A_								=    []
										for obj_list in obj_lists:
															A_								=    obj_list.rstrip("\n"					).split(" "					)
															boxes.append(
															    [
															        int(obj[0]					),
															        float(obj[1]					),
															        float(obj[2]					),
															        float(obj[3]					),
															        float(obj[4]					),
															    ]					)
										if not boxes:
															continue
										img_paths.append(__a					)
										labels.append(__a					)
					return img_paths, labels
def 				A_  (__a					, __a					, __a = 1					):

					'''simple docstring'''





					A_								=    []
					A_								=    []
					A_								=    []
					for idx in range(len(__a					)					):
										A_								=    []
										A_								=    img_list[idx]
										path_list.append(__a					)
										A_								=    anno_list[idx]
										A_								=    cva.imread(__a					)
										if flip_type == 1:
															A_								=    cva.flip(__a					, __a					)
															for bbox in img_annos:
																				A_								=    1 - bbox[1]
																				new_annos.append([bbox[0], x_center_new, bbox[2], bbox[3], bbox[4]]					)
										elif flip_type == 0:
															A_								=    cva.flip(__a					, __a					)
															for bbox in img_annos:
																				A_								=    1 - bbox[2]
																				new_annos.append([bbox[0], bbox[1], y_center_new, bbox[3], bbox[4]]					)
										new_annos_lists.append(__a					)
										new_imgs_list.append(__a					)
					return new_imgs_list, new_annos_lists, path_list
def 				A_  (__a = 32					):

					'''simple docstring'''





					assert number_char > 1, "The number of character should greater than 1"
					A_								=    ascii_lowercase + digits
					return "".join(random.choice(__a					) for _ in range(__a					)					)


if __name__ == "__main__":
		main()
		print('''DONE ✅''')






"""simple docstring"""





import argparse
import os
import re


UpperCamelCase_       :    Any						      =			'''src/transformers/models/auto'''


# re pattern that matches mapping introductions:
#    SUPER_MODEL_MAPPING_NAMES = OrderedDict or SUPER_MODEL_MAPPING = OrderedDict
UpperCamelCase_       :    Optional[int]						      =			re.compile(R'''[A-Z_]+_MAPPING(\s+|_[A-Z_]+\s+)=\s+OrderedDict''')
# re pattern that matches identifiers in mappings
UpperCamelCase_       :    Tuple						      =			re.compile(R'''\s*\(\s*"(\S[^"]+)"''')
def 				A_  (__a					, __a = False					):

					'''simple docstring'''





					with open(__a					, "r"					, encoding="utf-8"					) as f:
										A_								=    f.read()

					A_								=    content.split("\n"					)
					A_								=    []
					A_								=    0
					while line_idx < len(__a					):
										if _re_intro_mapping.search(lines[line_idx]					) is not None:
															A_								=    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

															A_								=    []
															while lines[line_idx].strip() != "]":
																				# Blocks either fit in one line or not
																				if lines[line_idx].strip() == "(":
																									A_								=    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
															A_								=    sorted(__a					, key=lambda __a					: _re_identifier.search(__a					).groups()[0]					)
															new_lines += blocks
										else:
															new_lines.append(lines[line_idx]					)
															line_idx += 1

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

					'''simple docstring'''





					A_								=    [os.path.join(__a					, __a					) for f in os.listdir(__a					) if f.endswith(".py"					)]
					A_								=    [sort_auto_mapping(__a					, overwrite=__a					) for fname in fnames]

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


if __name__ == "__main__":
		UpperCamelCase_       :    str						      =			argparse.ArgumentParser()
		parser.add_argument('''--check_only''', action='''store_true''', help='''Whether to only check or fix style.''')
		UpperCamelCase_       :    List[Any]						      =			parser.parse_args()

		sort_all_auto_mappings(not args.check_only)




