





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
_A :   int  			=  "src/diffusers"
_A :   List[str]  			=  "."


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



def 	_a						(   UpperCAmelCase      ,  UpperCAmelCase					)    ->    int:







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



def 	_a						(   UpperCAmelCase					)    ->    Any:







			"""simple docstring"""
			lowerCamelCase__       :						Optional[Any]        =							object_name.split('''.'''					)
			lowerCamelCase__       :						Dict        =							0

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

			with open(os.path.join(_UpperCamelCase      ,  f"{module}.py"					)      ,  '''r'''      ,  encoding='''utf-8'''      ,  newline='''\n'''					) as f:
						lowerCamelCase__       :						Optional[int]        =							f.readlines()

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

			lowerCamelCase__       :						List[Any]        =							lines[start_index:line_index]
			return "".join(_UpperCamelCase					)


_A :   Tuple  			=  re.compile(r'^(\s*)#\s*Copied from\s+diffusers\.(\S+\.\S+)\s*($|\S.*$)')
_A :   Any  			=  re.compile(r'^\s*(\S+)->(\S+)(\s+.*|$)')
_A :   List[str]  			=  re.compile(r'<FILL\s+[^>]*>')



def 	_a						(   UpperCAmelCase					)    ->    Tuple:







			"""simple docstring"""
			lowerCamelCase__       :						Any        =							code.split('''\n'''					)
			lowerCamelCase__       :						Tuple        =							0
			while idx < len(_UpperCamelCase					) and len(lines[idx]					) == 0:
						idx += 1
			if idx < len(_UpperCamelCase					):
						return re.search(R'''^(\s*)\S'''      ,  lines[idx]					).groups()[0]
			return ""



def 	_a						(   UpperCAmelCase					)    ->    List[Any]:







			"""simple docstring"""
			lowerCamelCase__       :						int        =							len(get_indent(_UpperCamelCase					)					) > 0
			if has_indent:
						lowerCamelCase__       :						List[Any]        =							f"class Bla:\n{code}"
			lowerCamelCase__       :						List[Any]        =							black.Mode(target_versions={black.TargetVersion.PYaa}      ,  line_length=119      ,  preview=_UpperCamelCase					)
			lowerCamelCase__       :						List[Any]        =							black.format_str(_UpperCamelCase      ,  mode=_UpperCamelCase					)
			lowerCamelCase__       ,							lowerCamelCase__       :						List[Any]        =							style_docstrings_in_code(_UpperCamelCase					)
			return result[len('''class Bla:\n'''					) :] if has_indent else result



def 	_a						(   UpperCAmelCase      ,  UpperCAmelCase=False					)    ->    Any:







			"""simple docstring"""







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

						lowerCamelCase__       :						Any        =							line_index + 1 if indent == theoretical_indent else line_index + 2
						lowerCamelCase__       :						Optional[int]        =							theoretical_indent
						lowerCamelCase__       :						List[Any]        =							start_index

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

						lowerCamelCase__       :						List[Any]        =							lines[start_index:line_index]
						lowerCamelCase__       :						List[str]        =							''''''.join(_UpperCamelCase					)

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

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

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

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



def 	_a						(   UpperCAmelCase = False					)    ->    Dict:







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

							check_copies(args.fix_and_overwrite)










import inspect
import warnings
from typing import Any, Dict, Optional, Union

from packaging import version



def 	_a						(   *UpperCAmelCase      ,  UpperCAmelCase = None      ,  UpperCAmelCase=True      ,  UpperCAmelCase=2					)    ->    str:







   """simple docstring"""
   from .. import __version__

   lowerCamelCase__       :						Optional[Any]        =							take_from
   lowerCamelCase__       :						Any        =							()
   if not isinstance(args[0]      ,  UpperCAmelCase					):
      lowerCamelCase__       :						Optional[int]        =							(args,)

   for attribute, version_name, message in args:
      if version.parse(version.parse(UpperCAmelCase					).base_version					) >= version.parse(UpperCAmelCase					):
         raise ValueError(
             f"The deprecation tuple {(attribute, version_name, message)} should be removed since diffusers'"
             f" version {__version__} is >= {version_name}"					)

      lowerCamelCase__       :						List[Any]        =							None
      if isinstance(UpperCAmelCase      ,  UpperCAmelCase					) and attribute in deprecated_kwargs:
         values += (deprecated_kwargs.pop(UpperCAmelCase					),)
         lowerCamelCase__       :						Tuple        =							f"The `{attribute}` argument is deprecated and will be removed in version {version_name}."
      elif hasattr(UpperCAmelCase      ,  UpperCAmelCase					):
         values += (getattr(UpperCAmelCase      ,  UpperCAmelCase					),)
         lowerCamelCase__       :						Union[str, Any]        =							f"The `{attribute}` attribute is deprecated and will be removed in version {version_name}."
      elif deprecated_kwargs is None:
         lowerCamelCase__       :						int        =							f"`{attribute}` is deprecated and will be removed in version {version_name}."

      if warning is not None:
         lowerCamelCase__       :						int        =							warning + ''' ''' if standard_warn else ''''''
         warnings.warn(warning + message      ,  UpperCAmelCase      ,  stacklevel=UpperCAmelCase					)

   if isinstance(UpperCAmelCase      ,  UpperCAmelCase					) and len(UpperCAmelCase					) > 0:
      lowerCamelCase__       :						Tuple        =							inspect.getouterframes(inspect.currentframe()					)[1]
      lowerCamelCase__       :						Optional[Any]        =							call_frame.filename
      lowerCamelCase__       :						List[Any]        =							call_frame.lineno
      lowerCamelCase__       :						Optional[Any]        =							call_frame.function
      lowerCamelCase__       ,							lowerCamelCase__       :						Union[str, Any]        =							next(iter(deprecated_kwargs.items()					)					)
      raise TypeError(f"{function} in {filename} line {line_number-1} got an unexpected keyword argument `{key}`"					)

   if len(UpperCAmelCase					) == 0:
      return
   elif len(UpperCAmelCase					) == 1:
      return values[0]
   return values



