


'''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
lowerCamelCase__    	=     'src/diffusers'
lowerCamelCase__    	=     '.'


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






def  __lowerCAmelCase (__lowerCAmelCase      , __lowerCAmelCase   ):
		return line.startswith(__lowerCAmelCase   ) or len(__lowerCAmelCase   ) <= 1 or re.search(R"^\s*\)(\s*->.*:|:)\s*$"      , __lowerCAmelCase   ) is not None






def  __lowerCAmelCase (__lowerCAmelCase   ):
		_UpperCAmelCase		:       int								=      object_name.split("."   )
		_UpperCAmelCase		:       Dict								=      0

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

		with open(os.path.join(__lowerCAmelCase      , F"""{module}.py"""   )      , "r"      , encoding="utf-8"      , newline="\n"   ) as f:
				_UpperCAmelCase		:       Union[str, Any]								=      f.readlines()

		# Now let's find the class / func in the code!
		_UpperCAmelCase		:       Dict								=      ""
		_UpperCAmelCase		:       Union[str, Any]								=      0
		for name in parts[i + 1 :]:
				while (
				    line_index < len(__lowerCAmelCase   ) 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(__lowerCAmelCase   ):
				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		:       Optional[Any]								=      line_index
		while line_index < len(__lowerCAmelCase   ) and _should_continue(lines[line_index]      , __lowerCAmelCase   ):
				line_index += 1
		# Clean up empty lines at the end (if any).
		while len(lines[line_index - 1]   ) <= 1:
				line_index -= 1

		_UpperCAmelCase		:       Optional[Any]								=      lines[start_index:line_index]
		return "".join(__lowerCAmelCase   )


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






def  __lowerCAmelCase (__lowerCAmelCase   ):
		_UpperCAmelCase		:       str								=      code.split("\n"   )
		_UpperCAmelCase		:       Union[str, Any]								=      0
		while idx < len(__lowerCAmelCase   ) and len(lines[idx]   ) == 0:
				idx += 1
		if idx < len(__lowerCAmelCase   ):
				return re.search(R"^(\s*)\S"      , lines[idx]   ).groups()[0]
		return ""






def  __lowerCAmelCase (__lowerCAmelCase   ):
		_UpperCAmelCase		:       Optional[Any]								=      len(get_indent(__lowerCAmelCase   )   ) > 0
		if has_indent:
				_UpperCAmelCase		:       int								=      F"""class Bla:\n{code}"""
		_UpperCAmelCase		:       Optional[Any]								=      black.Mode(target_versions={black.TargetVersion.PYaa}      , line_length=119      , preview=__lowerCAmelCase   )
		_UpperCAmelCase		:       List[Any]								=      black.format_str(__lowerCAmelCase      , mode=__lowerCAmelCase   )
		_UpperCAmelCase					,    _UpperCAmelCase		:       List[Any]								=      style_docstrings_in_code(__lowerCAmelCase   )
		return result[len("class Bla:\n"   ) :] if has_indent else result






def  __lowerCAmelCase (__lowerCAmelCase      , __lowerCAmelCase=False   ):
		with open(__lowerCAmelCase      , "r"      , encoding="utf-8"      , newline="\n"   ) as f:
				_UpperCAmelCase		:       int								=      f.readlines()
		_UpperCAmelCase		:       List[Any]								=      []
		_UpperCAmelCase		:       Union[str, Any]								=      0
		# Not a for loop cause `lines` is going to change (if `overwrite=True`).
		while line_index < len(__lowerCAmelCase   ):
				_UpperCAmelCase		:       Optional[int]								=      _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		:       str								=      search.groups()
				_UpperCAmelCase		:       Union[str, Any]								=      find_code_in_diffusers(__lowerCAmelCase   )
				_UpperCAmelCase		:       Union[str, Any]								=      get_indent(__lowerCAmelCase   )

				_UpperCAmelCase		:       str								=      line_index + 1 if indent == theoretical_indent else line_index + 2
				_UpperCAmelCase		:       Dict								=      theoretical_indent
				_UpperCAmelCase		:       Tuple								=      start_index

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

				_UpperCAmelCase		:       int								=      lines[start_index:line_index]
				_UpperCAmelCase		:       Tuple								=      "".join(__lowerCAmelCase   )

				# Remove any nested `Copied from` comments to avoid circular copies
				_UpperCAmelCase		:       List[str]								=      [line for line in theoretical_code.split("\n"   ) if _re_copy_warning.search(__lowerCAmelCase   ) is None]
				_UpperCAmelCase		:       Union[str, Any]								=      "\n".join(__lowerCAmelCase   )

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

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

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






def  __lowerCAmelCase (__lowerCAmelCase = False   ):
		_UpperCAmelCase		:       str								=      glob.glob(os.path.join(__lowerCAmelCase      , "**/*.py"   )      , recursive=__lowerCAmelCase   )
		_UpperCAmelCase		:       Optional[Any]								=      []
		for filename in all_files:
				_UpperCAmelCase		:       Optional[int]								=      is_copy_consistent(__lowerCAmelCase      , __lowerCAmelCase   )
				diffs += [F"""- {filename}: copy does not match {d[0]} at line {d[1]}""" for d in new_diffs]
		if not overwrite and len(__lowerCAmelCase   ) > 0:
				_UpperCAmelCase		:       int								=      "\n".join(__lowerCAmelCase   )
				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__":
						lowerCamelCase__    	=     argparse.ArgumentParser()
						parser.add_argument('--fix_and_overwrite', action='store_true', help='Whether to fix inconsistencies.')
						lowerCamelCase__    	=     parser.parse_args()

						check_copies(args.fix_and_overwrite)







'''simple docstring'''


def  __lowerCAmelCase ():
		_UpperCAmelCase		:       str								=      0
		for i in range(1      , 1_001   ):
				total += i**i
		return str(__lowerCAmelCase   )[-10:]


if __name__ == "__main__":
						print(solution())



