




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
SCREAMING_SNAKE_CASE:     Dict									= '''src/diffusers'''

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


SCREAMING_SNAKE_CASE:     int									= '''
{0} = None
'''

SCREAMING_SNAKE_CASE:     List[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})
'''


SCREAMING_SNAKE_CASE:     str									= '''
def {0}(*args, **kwargs):
    requires_backends({0}, {1})
'''


def 					_a							(					lowerCAmelCase )->	Any:
		SCREAMING_SNAKE_CASE_					      =							_re_backend.findall(lowerCAmelCase )
		if len(lowerCAmelCase ) == 0:
				return None

		return "_and_".join(lowerCAmelCase )


def 					_a							(					)->	Optional[Any]:
		with open(os.path.join(lowerCAmelCase    ,						'__init__.py' )    ,						'r'    ,						encoding='utf-8'    ,						newline='\n' ) as f:
				SCREAMING_SNAKE_CASE_					      =							f.readlines()

		# Get to the point we do the actual imports for type checking
		SCREAMING_SNAKE_CASE_					      =							0
		SCREAMING_SNAKE_CASE_					      =							{}
		# 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
				SCREAMING_SNAKE_CASE_					      =							find_backend(lines[line_index] )
				if backend is not None:
						while not lines[line_index].startswith('else:' ):
								line_index += 1
						line_index += 1
						SCREAMING_SNAKE_CASE_					      =							[]
						# Until we unindent, add backend objects to the list
						while line_index < len(lowerCAmelCase ) and len(lines[line_index] ) > 1:
								SCREAMING_SNAKE_CASE_					      =							lines[line_index]
								SCREAMING_SNAKE_CASE_					      =							_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:
								SCREAMING_SNAKE_CASE_					      =							objects
				else:
						line_index += 1

		return backend_specific_objects


def 					_a							(					lowerCAmelCase    ,						lowerCAmelCase )->	Any:
		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 					_a							(					lowerCAmelCase=None )->	int:
		if backend_specific_objects is None:
				SCREAMING_SNAKE_CASE_					      =							read_init()
		# For special correspondence backend to module name as used in the function requires_modulename
		SCREAMING_SNAKE_CASE_					      =							{}

		for backend, objects in backend_specific_objects.items():
				SCREAMING_SNAKE_CASE_					      =							'[' + ', '.join(F'''"{b}"''' for b in backend.split('_and_' ) ) + ']'
				SCREAMING_SNAKE_CASE_					      =							'# 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] )
				SCREAMING_SNAKE_CASE_					      =							dummy_file

		return dummy_files


def 					_a							(					lowerCAmelCase=False )->	Optional[Any]:
		SCREAMING_SNAKE_CASE_					      =							create_dummy_files()
		# For special correspondence backend to shortcut as used in utils/dummy_xxx_objects.py
		SCREAMING_SNAKE_CASE_					      =							{'torch': 'pt'}

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

		SCREAMING_SNAKE_CASE_					      =							{}
		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:
								SCREAMING_SNAKE_CASE_					      =							f.read()
				else:
						SCREAMING_SNAKE_CASE_					      =							''

		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__":
						SCREAMING_SNAKE_CASE:     Optional[int]									= argparse.ArgumentParser()
						parser.add_argument('''--fix_and_overwrite''', action='''store_true''', help='''Whether to fix inconsistencies.''')
						SCREAMING_SNAKE_CASE:     Tuple									= parser.parse_args()

						check_dummies(args.fix_and_overwrite)





from __future__ import annotations

import math


def 					_a							(					lowerCAmelCase )->	bool:

		if 1 < number < 4:
				# 2 and 3 are primes
				return True
		elif number < 2 or number % 2 == 0 or number % 3 == 0:
				# Negatives, 0, 1, all even numbers, all multiples of 3 are not primes
				return False

		# All primes number are in format of 6k +/- 1
		for i in range(5    ,						int(math.sqrt(lowerCAmelCase ) + 1 )    ,						6 ):
				if number % i == 0 or number % (i + 2) == 0:
						return False
		return True


SCREAMING_SNAKE_CASE:     List[str]									= [num for num in range(3, 1_0_0_0_0_1, 2) if not is_prime(num)]


def 					_a							(					lowerCAmelCase )->	list[int]:
		if not isinstance(lowerCAmelCase    ,						lowerCAmelCase ):
				raise ValueError('n must be an integer' )
		if n <= 0:
				raise ValueError('n must be >= 0' )

		SCREAMING_SNAKE_CASE_					      =							[]
		for num in range(len(lowerCAmelCase ) ):
				SCREAMING_SNAKE_CASE_					      =							0
				while 2 * i * i <= odd_composites[num]:
						SCREAMING_SNAKE_CASE_					      =							odd_composites[num] - 2 * i * i
						if is_prime(lowerCAmelCase ):
								break
						i += 1
				else:
						list_nums.append(odd_composites[num] )
						if len(lowerCAmelCase ) == n:
								return list_nums

		return []


def 					_a							(					)->	int:
		return compute_nums(1 )[0]


if __name__ == "__main__":
						print(f"""{solution() = }""")