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

import cva
snake_case :		int							      =  ""
snake_case :		Optional[int]							      =  ""
snake_case :		List[str]							      =  ""
snake_case :		int							      =  1  # (0 is vertical, 1 is horizontal)






def   lowerCAmelCase_						(					)				->		None:







	'''simple docstring'''


	__magic_name__   ,    __magic_name__		:		List[str]	   =     get_dataset(_snake_case      ,   _snake_case   )
	print("Processing..."   )
	__magic_name__   ,    __magic_name__   ,    __magic_name__		:		Dict	   =     update_image_and_anno(_snake_case      ,   _snake_case      ,   _snake_case   )

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






def   lowerCAmelCase_						(					_snake_case      :  str      ,   _snake_case      :  str   )				->		tuple[list, list]:







	'''simple docstring'''


	__magic_name__		:		Tuple	   =     []
	__magic_name__		:		str	   =     []
	for label_file in glob.glob(os.path.join(_snake_case      ,   "*.txt"   )   ):
		__magic_name__		:		List[str]	   =     label_file.split(os.sep   )[-1].rsplit("."      ,   1   )[0]
		with open(_snake_case   ) as in_file:
			__magic_name__		:		List[Any]	   =     in_file.readlines()
		__magic_name__		:		Tuple	   =     os.path.join(_snake_case      ,   F'''{label_name}.jpg'''   )

		__magic_name__		:		int	   =     []
		for obj_list in obj_lists:
			__magic_name__		:		Optional[Any]	   =     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(_snake_case   )
		labels.append(_snake_case   )
	return img_paths, labels






def   lowerCAmelCase_						(					_snake_case      :  list      ,   _snake_case      :  list      ,   _snake_case      :  int = 1   )				->		tuple[list, list, list]:







	'''simple docstring'''


	__magic_name__		:		Union[str, Any]	   =     []
	__magic_name__		:		Tuple	   =     []
	__magic_name__		:		int	   =     []
	for idx in range(len(_snake_case   )   ):
		__magic_name__		:		Tuple	   =     []
		__magic_name__		:		List[Any]	   =     img_list[idx]
		path_list.append(_snake_case   )
		__magic_name__		:		int	   =     anno_list[idx]
		__magic_name__		:		Optional[int]	   =     cva.imread(_snake_case   )
		if flip_type == 1:
			__magic_name__		:		List[Any]	   =     cva.flip(_snake_case      ,   _snake_case   )
			for bbox in img_annos:
				__magic_name__		:		Optional[int]	   =     1 - bbox[1]
				new_annos.append([bbox[0], x_center_new, bbox[2], bbox[3], bbox[4]]   )
		elif flip_type == 0:
			__magic_name__		:		Union[str, Any]	   =     cva.flip(_snake_case      ,   _snake_case   )
			for bbox in img_annos:
				__magic_name__		:		Tuple	   =     1 - bbox[2]
				new_annos.append([bbox[0], bbox[1], y_center_new, bbox[3], bbox[4]]   )
		new_annos_lists.append(_snake_case   )
		new_imgs_list.append(_snake_case   )
	return new_imgs_list, new_annos_lists, path_list






def   lowerCAmelCase_						(					_snake_case      :  int = 32   )				->		str:







	'''simple docstring'''


	assert number_char > 1, "The number of character should greater than 1"
	__magic_name__		:		List[str]	   =     ascii_lowercase + digits
	return "".join(random.choice(_snake_case   ) for _ in range(_snake_case   )   )


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


import importlib
import os

import fsspec
import pytest
from fsspec import register_implementation
from fsspec.registry import _registry as _fsspec_registry

from datasets.filesystems import COMPRESSION_FILESYSTEMS, HfFileSystem, extract_path_from_uri, is_remote_filesystem

from .utils import require_lza, require_zstandard






def   lowerCAmelCase_						(					_snake_case      :  List[Any]   )				->		List[Any]:







	'''simple docstring'''


	assert "mock" in _fsspec_registry
	assert "bz2" in _fsspec_registry






def   lowerCAmelCase_						(					)				->		Tuple:







	'''simple docstring'''


	assert "mock" not in _fsspec_registry
	assert "bz2" in _fsspec_registry






def   lowerCAmelCase_						(					)				->		Union[str, Any]:







	'''simple docstring'''


	__magic_name__		:		Dict	   =     "mock-s3-bucket"
	__magic_name__		:		Any	   =     F'''s3://{mock_bucket}'''
	__magic_name__		:		str	   =     extract_path_from_uri(_snake_case   )
	assert dataset_path.startswith("s3://"   ) is False

	__magic_name__		:		Tuple	   =     "./local/path"
	__magic_name__		:		Optional[Any]	   =     extract_path_from_uri(_snake_case   )
	assert dataset_path == new_dataset_path






def   lowerCAmelCase_						(					_snake_case      :  List[str]   )				->		Optional[Any]:







	'''simple docstring'''


	__magic_name__		:		str	   =     is_remote_filesystem(_snake_case   )
	assert is_remote is True

	__magic_name__		:		Optional[int]	   =     fsspec.filesystem("file"   )

	__magic_name__		:		int	   =     is_remote_filesystem(_snake_case   )
	assert is_remote is False






@pytest.mark.parametrize("compression_fs_class"      ,   _snake_case   )
def   lowerCAmelCase_						(					_snake_case      :  Optional[int]      ,   _snake_case      :  Optional[Any]      ,   _snake_case      :  int      ,   _snake_case      :  Tuple      ,   _snake_case      :  Any      ,   _snake_case      :  Union[str, Any]      ,   _snake_case      :  Any   )				->		int:







	'''simple docstring'''


	__magic_name__		:		Any	   =     {"gzip": gz_file, "xz": xz_file, "zstd": zstd_file, "bz2": bza_file, "lz4": lza_file}
	__magic_name__		:		str	   =     input_paths[compression_fs_class.protocol]
	if input_path is None:
		__magic_name__		:		Dict	   =     F'''for \'{compression_fs_class.protocol}\' compression protocol, '''
		if compression_fs_class.protocol == "lz4":
			reason += require_lza.kwargs["reason"]
		elif compression_fs_class.protocol == "zstd":
			reason += require_zstandard.kwargs["reason"]
		pytest.skip(_snake_case   )
	__magic_name__		:		str	   =     fsspec.filesystem(compression_fs_class.protocol      ,   fo=_snake_case   )
	assert isinstance(_snake_case      ,   _snake_case   )
	__magic_name__		:		int	   =     os.path.basename(_snake_case   )
	__magic_name__		:		Optional[int]	   =     expected_filename[: expected_filename.rindex("."   )]
	assert fs.glob("*"   ) == [expected_filename]
	with fs.open(_snake_case      ,   "r"      ,   encoding="utf-8"   ) as f, open(_snake_case      ,   encoding="utf-8"   ) as expected_file:
		assert f.read() == expected_file.read()






@pytest.mark.parametrize("protocol"      ,   ["zip", "gzip"]   )
def   lowerCAmelCase_						(					_snake_case      :  List[Any]      ,   _snake_case      :  Optional[Any]      ,   _snake_case      :  Optional[Any]   )				->		str:







	'''simple docstring'''


	__magic_name__		:		int	   =     {"zip": zip_jsonl_path, "gzip": jsonl_gz_path}
	__magic_name__		:		int	   =     compressed_file_paths[protocol]
	__magic_name__		:		Tuple	   =     "dataset.jsonl"
	__magic_name__		:		List[str]	   =     F'''{protocol}://{member_file_path}::{compressed_file_path}'''
	__magic_name__   ,    *__magic_name__		:		Optional[Any]	   =     fsspec.get_fs_token_paths(_snake_case   )
	assert fs.isfile(_snake_case   )
	assert not fs.isfile("non_existing_" + member_file_path   )






@pytest.mark.integration
def   lowerCAmelCase_						(					_snake_case      :  Union[str, Any]      ,   _snake_case      :  Dict      ,   _snake_case      :  List[str]      ,   _snake_case      :  Tuple   )				->		str:







	'''simple docstring'''


	__magic_name__		:		int	   =     hf_api.dataset_info(_snake_case      ,   token=_snake_case   )
	__magic_name__		:		Optional[Any]	   =     HfFileSystem(repo_info=_snake_case      ,   token=_snake_case   )
	assert sorted(hffs.glob("*"   )   ) == [".gitattributes", "data"]
	assert hffs.isdir("data"   )
	assert hffs.isfile(".gitattributes"   ) and hffs.isfile("data/text_data.txt"   )
	with open(_snake_case   ) as f:
		assert hffs.open("data/text_data.txt"      ,   "r"   ).read() == f.read()






def   lowerCAmelCase_						(					)				->		Optional[int]:







	'''simple docstring'''


	__magic_name__		:		Optional[Any]	   =     "bz2"

	# Import module
	import datasets.filesystems

	# Overwrite protocol and reload
	register_implementation(_snake_case      ,   _snake_case      ,   clobber=_snake_case   )
	with pytest.warns(_snake_case   ) as warning_info:
		importlib.reload(datasets.filesystems   )

	assert len(_snake_case   ) == 1
	assert (
	    str(warning_info[0].message   )
	    == F'''A filesystem protocol was already set for {protocol} and will be overwritten.'''
	)
