


"""simple docstring"""




import argparse
import os
import re

import packaging.version


__UpperCamelCase						=      '''examples/'''
__UpperCamelCase						=      {
    '''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'''),
}
__UpperCamelCase						=      {
    '''init''': '''src/transformers/__init__.py''',
    '''setup''': '''setup.py''',
}
__UpperCamelCase						=      '''README.md'''


def     lowercase			(SCREAMING_SNAKE_CASE_		:				Optional[int] ,			SCREAMING_SNAKE_CASE_		:				Any ,			SCREAMING_SNAKE_CASE_		:				Tuple  )   ->						Any:
						with open(SCREAMING_SNAKE_CASE_ ,			'r' ,			encoding='utf-8' ,			newline='\n'  ) as f:
												SCREAMING_SNAKE_CASE													=					f.read()
						SCREAMING_SNAKE_CASE							,				SCREAMING_SNAKE_CASE													=					REPLACE_PATTERNS[pattern]
						SCREAMING_SNAKE_CASE													=					replace.replace('VERSION' ,			SCREAMING_SNAKE_CASE_  )
						SCREAMING_SNAKE_CASE													=					re_pattern.sub(SCREAMING_SNAKE_CASE_ ,			SCREAMING_SNAKE_CASE_  )
						with open(SCREAMING_SNAKE_CASE_ ,			'w' ,			encoding='utf-8' ,			newline='\n'  ) as f:
												f.write(SCREAMING_SNAKE_CASE_  )


def     lowercase			(SCREAMING_SNAKE_CASE_		:				int  )   ->						str:
						for folder, directories, fnames in os.walk(SCREAMING_SNAKE_CASE_  ):
												# 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(SCREAMING_SNAKE_CASE_ ,			SCREAMING_SNAKE_CASE_  ) ,			SCREAMING_SNAKE_CASE_ ,			pattern='examples'  )


def     lowercase			(SCREAMING_SNAKE_CASE_		:				Union[str, Any] ,			SCREAMING_SNAKE_CASE_		:				List[str]=False  )   ->						Union[str, Any]:
						for pattern, fname in REPLACE_FILES.items():
												update_version_in_file(SCREAMING_SNAKE_CASE_ ,			SCREAMING_SNAKE_CASE_ ,			SCREAMING_SNAKE_CASE_  )
						if not patch:
												update_version_in_examples(SCREAMING_SNAKE_CASE_  )


def     lowercase			()   ->						List[Any]:
						SCREAMING_SNAKE_CASE													=					'🤗 Transformers currently provides the following architectures'
						SCREAMING_SNAKE_CASE													=					'1. Want to contribute a new model?'
						with open(SCREAMING_SNAKE_CASE_ ,			'r' ,			encoding='utf-8' ,			newline='\n'  ) as f:
												SCREAMING_SNAKE_CASE													=					f.readlines()

						# Find the start of the list.
						SCREAMING_SNAKE_CASE													=					0
						while not lines[start_index].startswith(_start_prompt  ):
												start_index += 1
						start_index += 1

						SCREAMING_SNAKE_CASE													=					start_index
						# Update the lines in the model list.
						while not lines[index].startswith(_end_prompt  ):
												if lines[index].startswith('1.'  ):
																		SCREAMING_SNAKE_CASE													=					lines[index].replace(
																		    'https://huggingface.co/docs/transformers/main/model_doc' ,			'https://huggingface.co/docs/transformers/model_doc' ,			)
												index += 1

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


def     lowercase			()   ->						List[str]:
						with open(REPLACE_FILES['init'] ,			'r'  ) as f:
												SCREAMING_SNAKE_CASE													=					f.read()
						SCREAMING_SNAKE_CASE													=					REPLACE_PATTERNS['init'][0].search(SCREAMING_SNAKE_CASE_  ).groups()[0]
						return packaging.version.parse(SCREAMING_SNAKE_CASE_  )


def     lowercase			(SCREAMING_SNAKE_CASE_		:				str=False  )   ->						Dict:
						SCREAMING_SNAKE_CASE													=					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:
												SCREAMING_SNAKE_CASE													=					default_version.base_version
						elif patch:
												SCREAMING_SNAKE_CASE													=					F'{default_version.major}.{default_version.minor}.{default_version.micro + 1}'
						else:
												SCREAMING_SNAKE_CASE													=					F'{default_version.major}.{default_version.minor + 1}.0'

						# Now let's ask nicely if that's the right one.
						SCREAMING_SNAKE_CASE													=					input(F'Which version are you releasing? [{default_version}]'  )
						if len(SCREAMING_SNAKE_CASE_  ) == 0:
												SCREAMING_SNAKE_CASE													=					default_version

						print(F'Updating version to {version}.'  )
						global_version_update(SCREAMING_SNAKE_CASE_ ,			patch=SCREAMING_SNAKE_CASE_  )
						if not patch:
												print('Cleaning main README, don\'t forget to run `make fix-copies`.'  )
												clean_main_ref_in_model_list()


def     lowercase			()   ->						List[str]:
						SCREAMING_SNAKE_CASE													=					get_version()
						SCREAMING_SNAKE_CASE													=					F'{current_version.major}.{current_version.minor + 1}.0.dev0'
						SCREAMING_SNAKE_CASE													=					current_version.base_version

						# Check with the user we got that right.
						SCREAMING_SNAKE_CASE													=					input(F'Which version are we developing now? [{dev_version}]'  )
						if len(SCREAMING_SNAKE_CASE_  ) == 0:
												SCREAMING_SNAKE_CASE													=					dev_version

						print(F'Updating version to {version}.'  )
						global_version_update(SCREAMING_SNAKE_CASE_  )
						print('Cleaning main README, don\'t forget to run `make fix-copies`.'  )
						clean_main_ref_in_model_list()


if __name__ == "__main__":
	__UpperCamelCase						=      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.''')
	__UpperCamelCase						=      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"""




from __future__ import annotations

from collections.abc import Callable


def     lowercase			(SCREAMING_SNAKE_CASE_		:				Callable[[int | float], int | float] ,			SCREAMING_SNAKE_CASE_		:				int | float ,			SCREAMING_SNAKE_CASE_		:				int | float ,			SCREAMING_SNAKE_CASE_		:				int = 1_00 ,			)   ->						float:
						SCREAMING_SNAKE_CASE													=					x_start
						SCREAMING_SNAKE_CASE													=					fnc(SCREAMING_SNAKE_CASE_  )
						SCREAMING_SNAKE_CASE													=					0.0
						for _ in range(SCREAMING_SNAKE_CASE_  ):
												# Approximates small segments of curve as linear and solve
												# for trapezoidal area
												SCREAMING_SNAKE_CASE													=					(x_end - x_start) / steps + xa
												SCREAMING_SNAKE_CASE													=					fnc(SCREAMING_SNAKE_CASE_  )
												area += abs(fxa + fxa  ) * (xa - xa) / 2
												# Increment step
												SCREAMING_SNAKE_CASE													=					xa
												SCREAMING_SNAKE_CASE													=					fxa
						return area


if __name__ == "__main__":


	def     lowercase			(SCREAMING_SNAKE_CASE_		:				Optional[int]  )   ->						Dict:
							return x**3 + x**2

	print('''f(x) = x^3 + x^2''')
	print('''The area between the curve, x = -5, x = 5 and the x axis is:''')
	__UpperCamelCase						=      10
	while i <= 100000:
		print(f'''with {i} steps: {trapezoidal_area(f, -5, 5, i)}''')
		i *= 10


