



"""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__		:    Dict				   =     """src/diffusers"""
lowercase__		:    Optional[Any]				   =     """."""


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

def     UpperCamelCase_   (   lowerCAmelCase__				:    Any   ,       lowerCAmelCase__				:    Dict						)						->       List[str]:

  """simple docstring"""




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

def     UpperCamelCase_   (   lowerCAmelCase__				:    List[Any]						)						->       Optional[Any]:

  """simple docstring"""




  lowerCAmelCase_       :    Dict								=			object_name.split('.'						)
  lowerCAmelCase_       :    Any								=			0

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

  # Now let's find the class / func in the code!
  lowerCAmelCase_       :    Any								=			''
  lowerCAmelCase_       :    List[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).
  lowerCAmelCase_       :    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

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


lowercase__		:    str				   =     re.compile(R"""^(\s*)#\s*Copied from\s+diffusers\.(\S+\.\S+)\s*($|\S.*$)""")
lowercase__		:    Optional[int]				   =     re.compile(R"""^\s*(\S+)->(\S+)(\s+.*|$)""")
lowercase__		:    Dict				   =     re.compile(R"""<FILL\s+[^>]*>""")

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

  """simple docstring"""




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

  """simple docstring"""




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

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

  """simple docstring"""




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

    lowerCAmelCase_       :    Optional[int]								=			line_index + 1 if indent == theoretical_indent else line_index + 2
    lowerCAmelCase_       :    Dict								=			theoretical_indent
    lowerCAmelCase_       :    Dict								=			start_index

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

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

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

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

  """simple docstring"""




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

     check_copies(args.fix_and_overwrite)










"""simple docstring"""







from __future__ import annotations

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

  """simple docstring"""




  lowerCAmelCase_       :    Any								=			2
  lowerCAmelCase_       :    List[Any]								=			[]
  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()





