


'''simple docstring'''



import argparse
import os
import re

import packaging.version


__A		='examples/'
__A		={
    'examples': (re.compile(R'^check_min_version\("[^"]+"\)\s*$', re.MULTILINE), 'check_min_version("VERSION")\n'),
    'init': (re.compile(R'^__version__\s+=\s+"([^"]+)"\s*$', re.MULTILINE), '__version__ = "VERSION"\n'),
    'setup': (re.compile(R'^(\s*)version\s*=\s*"[^"]+",', re.MULTILINE), R'\1version="VERSION",'),
    'doc': (re.compile(R'^(\s*)release\s*=\s*"[^"]+"$', re.MULTILINE), 'release = "VERSION"\n'),
}
__A		={
    'init': 'src/diffusers/__init__.py',
    'setup': 'setup.py',
}
__A		='README.md'







def       _UpperCamelCase (						UpperCamelCase__	, UpperCamelCase__	, UpperCamelCase__   ):
			with open(UpperCamelCase__	, """r"""	, encoding="""utf-8"""	, newline="""\n"""   ) as f:
						UpperCAmelCase__					:   str       				=       f.read()
			UpperCAmelCase__				,    UpperCAmelCase__					:   Any       				=       REPLACE_PATTERNS[pattern]
			UpperCAmelCase__					:   Tuple       				=       replace.replace("""VERSION"""	, UpperCamelCase__   )
			UpperCAmelCase__					:   Optional[int]       				=       re_pattern.sub(UpperCamelCase__	, UpperCamelCase__   )
			with open(UpperCamelCase__	, """w"""	, encoding="""utf-8"""	, newline="""\n"""   ) as f:
						f.write(UpperCamelCase__   )







def       _UpperCamelCase (						UpperCamelCase__   ):
			for folder, directories, fnames in os.walk(UpperCamelCase__   ):
						# Removing some of the folders with non-actively maintained examples from the walk
						if "research_projects" in directories:
									directories.remove("""research_projects"""   )
						if "legacy" in directories:
									directories.remove("""legacy"""   )
						for fname in fnames:
									if fname.endswith(""".py"""   ):
												update_version_in_file(os.path.join(UpperCamelCase__	, UpperCamelCase__   )	, UpperCamelCase__	, pattern="""examples"""   )







def       _UpperCamelCase (						UpperCamelCase__	, UpperCamelCase__=False   ):
			for pattern, fname in REPLACE_FILES.items():
						update_version_in_file(UpperCamelCase__	, UpperCamelCase__	, UpperCamelCase__   )
			if not patch:
						update_version_in_examples(UpperCamelCase__   )







def       _UpperCamelCase (						):
			UpperCAmelCase__					:   str       				=       """🤗 Transformers currently provides the following architectures"""
			UpperCAmelCase__					:   int       				=       """1. Want to contribute a new model?"""
			with open(UpperCamelCase__	, """r"""	, encoding="""utf-8"""	, newline="""\n"""   ) as f:
						UpperCAmelCase__					:   Union[str, Any]       				=       f.readlines()

			# Find the start of the list.
			UpperCAmelCase__					:   Union[str, Any]       				=       0
			while not lines[start_index].startswith(_start_prompt   ):
						start_index += 1
			start_index += 1

			UpperCAmelCase__					:   Optional[Any]       				=       start_index
			# Update the lines in the model list.
			while not lines[index].startswith(_end_prompt   ):
						if lines[index].startswith("""1."""   ):
									UpperCAmelCase__					:   Optional[int]       				=       lines[index].replace(
									    """https://huggingface.co/docs/diffusers/main/model_doc"""	, """https://huggingface.co/docs/diffusers/model_doc"""	, )
						index += 1

			with open(UpperCamelCase__	, """w"""	, encoding="""utf-8"""	, newline="""\n"""   ) as f:
						f.writelines(UpperCamelCase__   )







def       _UpperCamelCase (						):
			with open(REPLACE_FILES["""init"""]	, """r"""   ) as f:
						UpperCAmelCase__					:   Tuple       				=       f.read()
			UpperCAmelCase__					:   Union[str, Any]       				=       REPLACE_PATTERNS["""init"""][0].search(UpperCamelCase__   ).groups()[0]
			return packaging.version.parse(UpperCamelCase__   )







def       _UpperCamelCase (						UpperCamelCase__=False   ):
			UpperCAmelCase__					:   Optional[int]       				=       get_version()
			if patch and default_version.is_devrelease:
						raise ValueError("""Can't create a patch version from the dev branch, checkout a released version!"""   )
			if default_version.is_devrelease:
						UpperCAmelCase__					:   Optional[Any]       				=       default_version.base_version
			elif patch:
						UpperCAmelCase__					:   List[Any]       				=       f'''{default_version.major}.{default_version.minor}.{default_version.micro + 1}'''
			else:
						UpperCAmelCase__					:   int       				=       f'''{default_version.major}.{default_version.minor + 1}.0'''

			# Now let's ask nicely if that's the right one.
			UpperCAmelCase__					:   List[Any]       				=       input(f'''Which version are you releasing? [{default_version}]'''   )
			if len(UpperCamelCase__   ) == 0:
						UpperCAmelCase__					:   Optional[int]       				=       default_version

			print(f'''Updating version to {version}.'''   )
			global_version_update(UpperCamelCase__	, patch=UpperCamelCase__   )







def       _UpperCamelCase (						):
			UpperCAmelCase__					:   List[str]       				=       get_version()
			UpperCAmelCase__					:   Union[str, Any]       				=       f'''{current_version.major}.{current_version.minor + 1}.0.dev0'''
			UpperCAmelCase__					:   Union[str, Any]       				=       current_version.base_version

			# Check with the user we got that right.
			UpperCAmelCase__					:   Optional[Any]       				=       input(f'''Which version are we developing now? [{dev_version}]'''   )
			if len(UpperCamelCase__   ) == 0:
						UpperCAmelCase__					:   Optional[int]       				=       dev_version

			print(f'''Updating version to {version}.'''   )
			global_version_update(UpperCamelCase__   )


#    print("Cleaning main README, don't forget to run `make fix-copies`.")
#    clean_main_ref_in_model_list()


if __name__ == "__main__":
		__A		=argparse.ArgumentParser()
		parser.add_argument('--post_release', action='store_true', help='Whether this is pre or post release.')
		parser.add_argument('--patch', action='store_true', help='Whether or not this is a patch release.')
		__A		=parser.parse_args()
		if not args.post_release:
				pre_release_work(patch=args.patch)
		elif args.patch:
				print('Nothing to do after a patch :-)')
		else:
				post_release_work()



'''simple docstring'''



import unittest

from .lib import (
    Matrix,
    Vector,
    axpy,
    square_zero_matrix,
    unit_basis_vector,
    zero_vector,
)


class 						_snake_case   (       unittest.TestCase		):




					def 			snake_case__  ( self):
								UpperCAmelCase__					:   str       				=       Vector([1, 2, 3])
								self.assertEqual(x.component(0)							,							1)
								self.assertEqual(x.component(2)							,							3)
								UpperCAmelCase__					:   List[str]       				=       Vector()




					def 			snake_case__  ( self):
								UpperCAmelCase__					:   Any       				=       Vector([0, 0, 0, 0, 0, 1])
								self.assertEqual(str(_lowerCamelCase)							,							"""(0,0,0,0,0,1)""")




					def 			snake_case__  ( self):
								UpperCAmelCase__					:   Optional[int]       				=       Vector([1, 2, 3, 4])
								self.assertEqual(len(_lowerCamelCase)							,							4)




					def 			snake_case__  ( self):
								UpperCAmelCase__					:   List[str]       				=       Vector([1, 2])
								UpperCAmelCase__					:   Optional[int]       				=       Vector([1, 2, 3, 4, 5])
								UpperCAmelCase__					:   Optional[Any]       				=       Vector([0, 0, 0, 0, 0, 0, 0, 0, 0, 0])
								UpperCAmelCase__					:   Union[str, Any]       				=       Vector([1, -1, 1, -1, 2, -3, 4, -5])
								self.assertAlmostEqual(x.euclidean_length()							,							2.236							,							3)
								self.assertAlmostEqual(y.euclidean_length()							,							7.416							,							3)
								self.assertEqual(z.euclidean_length()							,							0)
								self.assertAlmostEqual(w.euclidean_length()							,							7.616							,							3)




					def 			snake_case__  ( self):
								UpperCAmelCase__					:   int       				=       Vector([1, 2, 3])
								UpperCAmelCase__					:   Optional[Any]       				=       Vector([1, 1, 1])
								self.assertEqual((x + y).component(0)							,							2)
								self.assertEqual((x + y).component(1)							,							3)
								self.assertEqual((x + y).component(2)							,							4)




					def 			snake_case__  ( self):
								UpperCAmelCase__					:   Optional[int]       				=       Vector([1, 2, 3])
								UpperCAmelCase__					:   Dict       				=       Vector([1, 1, 1])
								self.assertEqual((x - y).component(0)							,							0)
								self.assertEqual((x - y).component(1)							,							1)
								self.assertEqual((x - y).component(2)							,							2)




					def 			snake_case__  ( self):
								UpperCAmelCase__					:   Tuple       				=       Vector([1, 2, 3])
								UpperCAmelCase__					:   Optional[int]       				=       Vector([2, -1, 4])  # for test of dot product
								UpperCAmelCase__					:   Any       				=       Vector([1, -2, -1])
								self.assertEqual(str(x * 3.0)							,							"""(3.0,6.0,9.0)""")
								self.assertEqual((a * b)							,							0)




					def 			snake_case__  ( self):
								self.assertEqual(str(zero_vector(10)).count("""0""")							,							10)




					def 			snake_case__  ( self):
								self.assertEqual(str(unit_basis_vector(3							,							1))							,							"""(0,1,0)""")




					def 			snake_case__  ( self):
								UpperCAmelCase__					:   Any       				=       Vector([1, 2, 3])
								UpperCAmelCase__					:   List[str]       				=       Vector([1, 0, 1])
								self.assertEqual(str(axpy(2							,							_lowerCamelCase							,							_lowerCamelCase))							,							"""(3,4,7)""")




					def 			snake_case__  ( self):
								UpperCAmelCase__					:   Optional[int]       				=       Vector([1, 0, 0, 0, 0, 0])
								UpperCAmelCase__					:   Optional[int]       				=       x.copy()
								self.assertEqual(str(_lowerCamelCase)							,							str(_lowerCamelCase))




					def 			snake_case__  ( self):
								UpperCAmelCase__					:   str       				=       Vector([1, 0, 0])
								x.change_component(0							,							0)
								x.change_component(1							,							1)
								self.assertEqual(str(_lowerCamelCase)							,							"""(0,1,0)""")




					def 			snake_case__  ( self):
								UpperCAmelCase__					:   str       				=       Matrix([[1, 2, 3], [2, 4, 5], [6, 7, 8]]							,							3							,							3)
								self.assertEqual("""|1,2,3|\n|2,4,5|\n|6,7,8|\n"""							,							str(_lowerCamelCase))




					def 			snake_case__  ( self):
								UpperCAmelCase__					:   List[str]       				=       Matrix([[1, 2, 3], [2, 4, 5], [6, 7, 8]]							,							3							,							3)
								UpperCAmelCase__					:   Dict       				=       [[-3, -14, -10], [-5, -10, -5], [-2, -1, 0]]
								for x in range(a.height()):
											for y in range(a.width()):
														self.assertEqual(minors[x][y]							,							a.minor(_lowerCamelCase							,							_lowerCamelCase))




					def 			snake_case__  ( self):
								UpperCAmelCase__					:   Any       				=       Matrix([[1, 2, 3], [2, 4, 5], [6, 7, 8]]							,							3							,							3)
								UpperCAmelCase__					:   Tuple       				=       [[-3, 14, -10], [5, -10, 5], [-2, 1, 0]]
								for x in range(a.height()):
											for y in range(a.width()):
														self.assertEqual(cofactors[x][y]							,							a.cofactor(_lowerCamelCase							,							_lowerCamelCase))




					def 			snake_case__  ( self):
								UpperCAmelCase__					:   Any       				=       Matrix([[1, 2, 3], [2, 4, 5], [6, 7, 8]]							,							3							,							3)
								self.assertEqual(-5							,							a.determinant())




					def 			snake_case__  ( self):
								UpperCAmelCase__					:   str       				=       Matrix([[1, 2, 3], [4, 5, 6], [7, 8, 9]]							,							3							,							3)
								UpperCAmelCase__					:   List[Any]       				=       Vector([1, 2, 3])
								self.assertEqual("""(14,32,50)"""							,							str(a * x))
								self.assertEqual("""|2,4,6|\n|8,10,12|\n|14,16,18|\n"""							,							str(a * 2))




					def 			snake_case__  ( self):
								UpperCAmelCase__					:   Union[str, Any]       				=       Matrix([[1, 2, 3], [2, 4, 5], [6, 7, 8]]							,							3							,							3)
								a.change_component(0							,							2							,							5)
								self.assertEqual("""|1,2,5|\n|2,4,5|\n|6,7,8|\n"""							,							str(_lowerCamelCase))




					def 			snake_case__  ( self):
								UpperCAmelCase__					:   Any       				=       Matrix([[1, 2, 3], [2, 4, 5], [6, 7, 8]]							,							3							,							3)
								self.assertEqual(7							,							a.component(2							,							1)							,							0.01)




					def 			snake_case__  ( self):
								UpperCAmelCase__					:   str       				=       Matrix([[1, 2, 3], [2, 4, 5], [6, 7, 8]]							,							3							,							3)
								UpperCAmelCase__					:   List[Any]       				=       Matrix([[1, 2, 7], [2, 4, 5], [6, 7, 10]]							,							3							,							3)
								self.assertEqual("""|2,4,10|\n|4,8,10|\n|12,14,18|\n"""							,							str(a + b))




					def 			snake_case__  ( self):
								UpperCAmelCase__					:   List[Any]       				=       Matrix([[1, 2, 3], [2, 4, 5], [6, 7, 8]]							,							3							,							3)
								UpperCAmelCase__					:   Dict       				=       Matrix([[1, 2, 7], [2, 4, 5], [6, 7, 10]]							,							3							,							3)
								self.assertEqual("""|0,0,-4|\n|0,0,0|\n|0,0,-2|\n"""							,							str(a - b))




					def 			snake_case__  ( self):
								self.assertEqual(
								    """|0,0,0,0,0|\n|0,0,0,0,0|\n|0,0,0,0,0|\n|0,0,0,0,0|\n|0,0,0,0,0|\n"""							,							str(square_zero_matrix(5))							,							)


if __name__ == "__main__":
		unittest.main()