



"""simple docstring"""





import argparse
import glob
import importlib.util
import os
import re

import black
from doc_builder.style_doc import style_docstrings_in_code


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


# This is to make sure the diffusers module imported is the one in the repo.
lowercase  							=					importlib.util.spec_from_file_location(
    '''diffusers''',
    os.path.join(DIFFUSERS_PATH, '''__init__.py'''),
    submodule_search_locations=[DIFFUSERS_PATH],
)
lowercase  							=					spec.loader.load_module()




def 	UpperCAmelCase     (		A	:						Any     ,				A	:						Tuple       ):

		'''simple docstring'''


		return line.startswith(A       ) or len(A       ) <= 1 or re.search(r'^\s*\)(\s*->.*:|:)\s*$'     ,				A       ) is not None




def 	UpperCAmelCase     (		A	:						Dict       ):

		'''simple docstring'''


		_UpperCAmelCase							 =		object_name.split('.'       )
		_UpperCAmelCase							 =		0

		# First let's find the module where our object lives.
		_UpperCAmelCase							 =		parts[i]
		while i < len(A       ) and not os.path.isfile(os.path.join(A     ,				f'{module}.py'       )       ):
				i += 1
				if i < len(A       ):
						_UpperCAmelCase							 =		os.path.join(A     ,				parts[i]       )
		if i >= len(A       ):
				raise ValueError(f'`object_name` should begin with the name of a module of diffusers but got {object_name}.'       )

		with open(os.path.join(A     ,				f'{module}.py'       )     ,				'r'     ,				encoding='utf-8'     ,				newline='\n'       ) as f:
				_UpperCAmelCase							 =		f.readlines()

		# Now let's find the class / func in the code!
		_UpperCAmelCase							 =		''
		_UpperCAmelCase							 =		0
		for name in parts[i + 1 :]:
				while (
				    line_index < len(A       ) and re.search(rf'^{indent}(class|def)\s+{name}(\(|\:)'     ,				lines[line_index]       ) is None
				):
						line_index += 1
				indent += "    "
				line_index += 1

		if line_index >= len(A       ):
				raise ValueError(f' {object_name} does not match any function or class in {module}.'       )

		# We found the beginning of the class / func, now let's find the end (when the indent diminishes).
		_UpperCAmelCase							 =		line_index
		while line_index < len(A       ) and _should_continue(lines[line_index]     ,				A       ):
				line_index += 1
		# Clean up empty lines at the end (if any).
		while len(lines[line_index - 1]       ) <= 1:
				line_index -= 1

		_UpperCAmelCase							 =		lines[start_index:line_index]
		return "".join(A       )


lowercase  							=					re.compile(r'''^(\s*)#\s*Copied from\s+diffusers\.(\S+\.\S+)\s*($|\S.*$)''')
lowercase  							=					re.compile(r'''^\s*(\S+)->(\S+)(\s+.*|$)''')
lowercase  							=					re.compile(r'''<FILL\s+[^>]*>''')




def 	UpperCAmelCase     (		A	:						Dict       ):

		'''simple docstring'''


		_UpperCAmelCase							 =		code.split('\n'       )
		_UpperCAmelCase							 =		0
		while idx < len(A       ) and len(lines[idx]       ) == 0:
				idx += 1
		if idx < len(A       ):
				return re.search(r'^(\s*)\S'     ,				lines[idx]       ).groups()[0]
		return ""




def 	UpperCAmelCase     (		A	:						Any       ):

		'''simple docstring'''


		_UpperCAmelCase							 =		len(get_indent(A       )       ) > 0
		if has_indent:
				_UpperCAmelCase							 =		f'class Bla:\n{code}'
		_UpperCAmelCase							 =		black.Mode(target_versions={black.TargetVersion.PYaa}     ,				line_length=119     ,				preview=A       )
		_UpperCAmelCase							 =		black.format_str(A     ,				mode=A       )
		_UpperCAmelCase ,					_UpperCAmelCase							 =		style_docstrings_in_code(A       )
		return result[len('class Bla:\n'       ) :] if has_indent else result




def 	UpperCAmelCase     (		A	:						int     ,				A	:						int=False       ):

		'''simple docstring'''


		with open(A     ,				'r'     ,				encoding='utf-8'     ,				newline='\n'       ) as f:
				_UpperCAmelCase							 =		f.readlines()
		_UpperCAmelCase							 =		[]
		_UpperCAmelCase							 =		0
		# Not a for loop cause `lines` is going to change (if `overwrite=True`).
		while line_index < len(A       ):
				_UpperCAmelCase							 =		_re_copy_warning.search(lines[line_index]       )
				if search is None:
						line_index += 1
						continue

				# There is some copied code here, let's retrieve the original.
				_UpperCAmelCase ,					_UpperCAmelCase ,					_UpperCAmelCase							 =		search.groups()
				_UpperCAmelCase							 =		find_code_in_diffusers(A       )
				_UpperCAmelCase							 =		get_indent(A       )

				_UpperCAmelCase							 =		line_index + 1 if indent == theoretical_indent else line_index + 2
				_UpperCAmelCase							 =		theoretical_indent
				_UpperCAmelCase							 =		start_index

				# Loop to check the observed code, stop when indentation diminishes or if we see a End copy comment.
				_UpperCAmelCase							 =		True
				while line_index < len(A       ) and should_continue:
						line_index += 1
						if line_index >= len(A       ):
								break
						_UpperCAmelCase							 =		lines[line_index]
						_UpperCAmelCase							 =		_should_continue(A     ,				A       ) and re.search(f'^{indent}# End copy'     ,				A       ) is None
				# Clean up empty lines at the end (if any).
				while len(lines[line_index - 1]       ) <= 1:
						line_index -= 1

				_UpperCAmelCase							 =		lines[start_index:line_index]
				_UpperCAmelCase							 =		''.join(A       )

				# Remove any nested `Copied from` comments to avoid circular copies
				_UpperCAmelCase							 =		[line for line in theoretical_code.split('\n'       ) if _re_copy_warning.search(A       ) is None]
				_UpperCAmelCase							 =		'\n'.join(A       )

				# Before comparing, use the `replace_pattern` on the original code.
				if len(A       ) > 0:
						_UpperCAmelCase							 =		replace_pattern.replace('with'     ,				''       ).split(','       )
						_UpperCAmelCase							 =		[_re_replace_pattern.search(A       ) for p in patterns]
						for pattern in patterns:
								if pattern is None:
										continue
								_UpperCAmelCase ,					_UpperCAmelCase ,					_UpperCAmelCase							 =		pattern.groups()
								_UpperCAmelCase							 =		re.sub(A     ,				A     ,				A       )
								if option.strip() == "all-casing":
										_UpperCAmelCase							 =		re.sub(obja.lower()     ,				obja.lower()     ,				A       )
										_UpperCAmelCase							 =		re.sub(obja.upper()     ,				obja.upper()     ,				A       )

            # Blackify after replacement. To be able to do that, we need the header (class or function definition)
            # from the previous line
						_UpperCAmelCase							 =		blackify(lines[start_index - 1] + theoretical_code       )
						_UpperCAmelCase							 =		theoretical_code[len(lines[start_index - 1]       ) :]

				# Test for a diff and act accordingly.
				if observed_code != theoretical_code:
						diffs.append([object_name, start_index]       )
						if overwrite:
								_UpperCAmelCase							 =		lines[:start_index] + [theoretical_code] + lines[line_index:]
								_UpperCAmelCase							 =		start_index + 1

		if overwrite and len(A       ) > 0:
				# Warn the user a file has been modified.
				print(f'Detected changes, rewriting {filename}.'       )
				with open(A     ,				'w'     ,				encoding='utf-8'     ,				newline='\n'       ) as f:
						f.writelines(A       )
		return diffs




def 	UpperCAmelCase     (		A	:						bool = False       ):

		'''simple docstring'''


		_UpperCAmelCase							 =		glob.glob(os.path.join(A     ,				'**/*.py'       )     ,				recursive=A       )
		_UpperCAmelCase							 =		[]
		for filename in all_files:
				_UpperCAmelCase							 =		is_copy_consistent(A     ,				A       )
				diffs += [f'- {filename}: copy does not match {d[0]} at line {d[1]}' for d in new_diffs]
		if not overwrite and len(A       ) > 0:
				_UpperCAmelCase							 =		'\n'.join(A       )
				raise Exception(
				    'Found the following copy inconsistencies:\n'
				    + diff
				    + '\nRun `make fix-copies` or `python utils/check_copies.py --fix_and_overwrite` to fix them.'       )


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

						check_copies(args.fix_and_overwrite)







"""simple docstring"""





import warnings

from ...utils import logging
from .image_processing_yolos import YolosImageProcessor


lowercase  							=					logging.get_logger(__name__)




class 			lowercase__			(      A    ):
							'''simple docstring'''







							def __init__(  self	,       *snake_case	,       **snake_case						)			->							None:
									warnings.warn(
									    'The class YolosFeatureExtractor is deprecated and will be removed in version 5 of Transformers. Please'
									    ' use YolosImageProcessor instead.'	,       snake_case	,       )
									super().__init__(*snake_case	,       **snake_case						)


