


"""simple docstring"""




import argparse
import os
import re


# All paths are set with the intent you should run this script from the root of the repo with the command
# python utils/check_dummies.py
snake_case							:	Tuple					      =				'''src/diffusers'''

# Matches is_xxx_available()
snake_case							:	List[str]					      =				re.compile(r'''is\_([a-z_]*)_available\(\)''')
# Matches from xxx import bla
snake_case							:	int					      =				re.compile(r'''\s+from\s+\S*\s+import\s+([^\(\s].*)\n''')


snake_case							:	List[str]					      =				'''
{0} = None
'''

snake_case							:	Optional[Any]					      =				'''
class {0}(metaclass=DummyObject):
    _backends = {1}

    def __init__(self, *args, **kwargs):
        requires_backends(self, {1})

    @classmethod
    def from_config(cls, *args, **kwargs):
        requires_backends(cls, {1})

    @classmethod
    def from_pretrained(cls, *args, **kwargs):
        requires_backends(cls, {1})
'''


snake_case							:	Tuple					      =				'''
def {0}(*args, **kwargs):
    requires_backends({0}, {1})
'''






def 							__lowercase       (			__lowerCAmelCase							:    Optional[Any]       ):
							a__					=					_re_backend.findall(__lowerCAmelCase       )
							if len(__lowerCAmelCase       ) == 0:
														return None

							return "_and_".join(__lowerCAmelCase       )






def 							__lowercase       (			):
							with open(os.path.join(__lowerCAmelCase ,   '__init__.py'       ) ,   'r' ,   encoding='utf-8' ,   newline='\n'       ) as f:
														a__					=					f.readlines()

							# Get to the point we do the actual imports for type checking
							a__					=					0
							a__					=					{}
							# Go through the end of the file
							while line_index < len(__lowerCAmelCase       ):
														# If the line contains is_backend_available, we grab all objects associated with the `else` block
														a__					=					find_backend(lines[line_index]       )
														if backend is not None:
																					while not lines[line_index].startswith('else:'       ):
																												line_index += 1
																					line_index += 1
																					a__					=					[]
																					# Until we unindent, add backend objects to the list
																					while line_index < len(__lowerCAmelCase       ) and len(lines[line_index]       ) > 1:
																												a__					=					lines[line_index]
																												a__					=					_re_single_line_import.search(__lowerCAmelCase       )
																												if single_line_import_search is not None:
																																			objects.extend(single_line_import_search.groups()[0].split(', '       )       )
																												elif line.startswith(' ' * 8       ):
																																			objects.append(line[8:-2]       )
																												line_index += 1

																					if len(__lowerCAmelCase       ) > 0:
																												a__					=					objects
														else:
																					line_index += 1

							return backend_specific_objects






def 							__lowercase       (			__lowerCAmelCase							:    str ,   __lowerCAmelCase							:    int       ):
							if name.isupper():
														return DUMMY_CONSTANT.format(__lowerCAmelCase       )
							elif name.islower():
														return DUMMY_FUNCTION.format(__lowerCAmelCase ,   __lowerCAmelCase       )
							else:
														return DUMMY_CLASS.format(__lowerCAmelCase ,   __lowerCAmelCase       )






def 							__lowercase       (			__lowerCAmelCase							:    List[Any]=None       ):
							if backend_specific_objects is None:
														a__					=					read_init()
							# For special correspondence backend to module name as used in the function requires_modulename
							a__					=					{}

							for backend, objects in backend_specific_objects.items():
														a__					=					'[' + ', '.join(F'"{b}"' for b in backend.split('_and_'       )       ) + ']'
														a__					=					'# This file is autogenerated by the command `make fix-copies`, do not edit.\n'
														dummy_file += "from ..utils import DummyObject, requires_backends\n\n"
														dummy_file += "\n".join([create_dummy_object(__lowerCAmelCase ,   __lowerCAmelCase       ) for o in objects]       )
														a__					=					dummy_file

							return dummy_files






def 							__lowercase       (			__lowerCAmelCase							:    Tuple=False       ):
							a__					=					create_dummy_files()
							# For special correspondence backend to shortcut as used in utils/dummy_xxx_objects.py
							a__					=					{'torch': 'pt'}

							# Locate actual dummy modules and read their content.
							a__					=					os.path.join(__lowerCAmelCase ,   'utils'       )
							a__					=					{
							    backend: os.path.join(__lowerCAmelCase ,   F'dummy_{short_names.get(__lowerCAmelCase ,   __lowerCAmelCase       )}_objects.py'       )
							    for backend in dummy_files.keys()
							}

							a__					=					{}
							for backend, file_path in dummy_file_paths.items():
														if os.path.isfile(__lowerCAmelCase       ):
																					with open(__lowerCAmelCase ,   'r' ,   encoding='utf-8' ,   newline='\n'       ) as f:
																												a__					=					f.read()
														else:
																					a__					=					''

							for backend in dummy_files.keys():
														if dummy_files[backend] != actual_dummies[backend]:
																					if overwrite:
																												print(
																												    F'Updating diffusers.utils.dummy_{short_names.get(__lowerCAmelCase ,   __lowerCAmelCase       )}_objects.py as the main '
																												    '__init__ has new objects.'       )
																												with open(dummy_file_paths[backend] ,   'w' ,   encoding='utf-8' ,   newline='\n'       ) as f:
																																			f.write(dummy_files[backend]       )
																					else:
																												raise ValueError(
																												    'The main __init__ has objects that are not present in '
																												    F'diffusers.utils.dummy_{short_names.get(__lowerCAmelCase ,   __lowerCAmelCase       )}_objects.py. Run `make fix-copies` '
																												    'to fix this.'       )


if __name__ == "__main__":
						snake_case							:	Dict					      =				argparse.ArgumentParser()
						parser.add_argument('''--fix_and_overwrite''', action='''store_true''', help='''Whether to fix inconsistencies.''')
						snake_case							:	Any					      =				parser.parse_args()

						check_dummies(args.fix_and_overwrite)








from __future__ import annotations






def 							__lowercase       (			__lowerCAmelCase							:    list[int] ,   __lowerCAmelCase							:    int ,   __lowerCAmelCase							:    int ,   __lowerCAmelCase							:    int       ):
							if (direction == 1 and array[indexa] > array[indexa]) or (
							    direction == 0 and array[indexa] < array[indexa]
							):
														a__				, a__					=					array[indexa], array[indexa]






def 							__lowercase       (			__lowerCAmelCase							:    list[int] ,   __lowerCAmelCase							:    int ,   __lowerCAmelCase							:    int ,   __lowerCAmelCase							:    int       ):
							if length > 1:
														a__					=					int(length / 2       )
														for i in range(__lowerCAmelCase ,   low + middle       ):
																					comp_and_swap(__lowerCAmelCase ,   __lowerCAmelCase ,   i + middle ,   __lowerCAmelCase       )
														bitonic_merge(__lowerCAmelCase ,   __lowerCAmelCase ,   __lowerCAmelCase ,   __lowerCAmelCase       )
														bitonic_merge(__lowerCAmelCase ,   low + middle ,   __lowerCAmelCase ,   __lowerCAmelCase       )






def 							__lowercase       (			__lowerCAmelCase							:    list[int] ,   __lowerCAmelCase							:    int ,   __lowerCAmelCase							:    int ,   __lowerCAmelCase							:    int       ):
							if length > 1:
														a__					=					int(length / 2       )
														bitonic_sort(__lowerCAmelCase ,   __lowerCAmelCase ,   __lowerCAmelCase ,   1       )
														bitonic_sort(__lowerCAmelCase ,   low + middle ,   __lowerCAmelCase ,   0       )
														bitonic_merge(__lowerCAmelCase ,   __lowerCAmelCase ,   __lowerCAmelCase ,   __lowerCAmelCase       )


if __name__ == "__main__":
						snake_case							:	int					      =				input('''Enter numbers separated by a comma:\n''').strip()
						snake_case							:	Optional[int]					      =				[int(item.strip()) for item in user_input.split(''',''')]

						bitonic_sort(unsorted, 0, len(unsorted), 1)
						print('''\nSorted array in ascending order is: ''', end='''''')
						print(*unsorted, sep=''', ''')

						bitonic_merge(unsorted, 0, len(unsorted), 0)
						print('''Sorted array in descending order is: ''', end='''''')
						print(*unsorted, sep=''', ''')




