


'''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
a_   :      Optional[int]				    =      "src/diffusers"
a_   :      int				    =      "."


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






def 		_A			(lowerCAmelCase__					:Optional[int]			,  lowerCAmelCase__					:Any						)				->					Union[str, Any]:




     '''simple docstring'''



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






def 		_A			(lowerCAmelCase__					:List[str]						)				->					str:




     '''simple docstring'''



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

     # First let's find the module where our object lives.
     _a      =							parts[i]
     while i < len(lowerCAmelCase__						) and not os.path.isfile(os.path.join(lowerCAmelCase__			,  f'{module}.py'						)						):
          i += 1
          if i < len(lowerCAmelCase__						):
               _a      =							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:
          _a      =							f.readlines()

     # Now let's find the class / func in the code!
     _a      =							''
     _a      =							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).
     _a      =							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

     _a      =							lines[start_index:line_index]
     return "".join(lowerCAmelCase__						)


a_   :      Union[str, Any]				    =      re.compile(R"^(\s*)#\s*Copied from\s+diffusers\.(\S+\.\S+)\s*($|\S.*$)")
a_   :      Tuple				    =      re.compile(R"^\s*(\S+)->(\S+)(\s+.*|$)")
a_   :      Dict				    =      re.compile(R"<FILL\s+[^>]*>")






def 		_A			(lowerCAmelCase__					:List[Any]						)				->					int:




     '''simple docstring'''



     _a      =							code.split('\n'						)
     _a      =							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 		_A			(lowerCAmelCase__					:List[Any]						)				->					Dict:




     '''simple docstring'''



     _a      =							len(get_indent(lowerCAmelCase__						)						) > 0
     if has_indent:
          _a      =							f'class Bla:\n{code}'
     _a      =							black.Mode(target_versions={black.TargetVersion.PYaa}			,  line_length=1_19			,  preview=lowerCAmelCase__						)
     _a      =							black.format_str(lowerCAmelCase__			,  mode=lowerCAmelCase__						)
     _a ,				_a      =							style_docstrings_in_code(lowerCAmelCase__						)
     return result[len('class Bla:\n'						) :] if has_indent else result






def 		_A			(lowerCAmelCase__					:Any			,  lowerCAmelCase__					:Dict=False						)				->					Union[str, Any]:




     '''simple docstring'''



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

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

          # Loop to check the observed code, stop when indentation diminishes or if we see a End copy comment.
          _a      =							True
          while line_index < len(lowerCAmelCase__						) and should_continue:
               line_index += 1
               if line_index >= len(lowerCAmelCase__						):
                    break
               _a      =							lines[line_index]
               _a      =							_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

          _a      =							lines[start_index:line_index]
          _a      =							''.join(lowerCAmelCase__						)

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

          # Before comparing, use the `replace_pattern` on the original code.
          if len(lowerCAmelCase__						) > 0:
               _a      =							replace_pattern.replace('with'			,  ''						).split(','						)
               _a      =							[_re_replace_pattern.search(lowerCAmelCase__						) for p in patterns]
               for pattern in patterns:
                    if pattern is None:
                         continue
                    _a ,				_a ,				_a      =							pattern.groups()
                    _a      =							re.sub(lowerCAmelCase__			,  lowerCAmelCase__			,  lowerCAmelCase__						)
                    if option.strip() == "all-casing":
                         _a      =							re.sub(obja.lower()			,  obja.lower()			,  lowerCAmelCase__						)
                         _a      =							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
               _a      =							blackify(lines[start_index - 1] + theoretical_code						)
               _a      =							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:
                    _a      =							lines[:start_index] + [theoretical_code] + lines[line_index:]
                    _a      =							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 		_A			(lowerCAmelCase__					:bool = False						)				->					Any:




     '''simple docstring'''



     _a      =							glob.glob(os.path.join(lowerCAmelCase__			,  '**/*.py'						)			,  recursive=lowerCAmelCase__						)
     _a      =							[]
     for filename in all_files:
          _a      =							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:
          _a      =							'\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__":
 a_   :      List[str]				    =      argparse.ArgumentParser()
 parser.add_argument("--fix_and_overwrite", action="store_true", help="Whether to fix inconsistencies.")
 a_   :      Optional[Any]				    =      parser.parse_args()

 check_copies(args.fix_and_overwrite)





'''simple docstring'''






from __future__ import annotations






def 		_A			(lowerCAmelCase__					:int						)				->					list[int]:




     '''simple docstring'''



     _a      =							2
     _a      =							[]
     while i * i <= n:
          if n % i:
               i += 1
          else:
               n //= i
               factors.append(lowerCAmelCase__						)
     if n > 1:
          factors.append(lowerCAmelCase__						)
     return factors


if __name__ == "__main__":
 import doctest

 doctest.testmod()

