

'''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
_UpperCAmelCase  :		Any  =		'''src/diffusers'''
_UpperCAmelCase  :		str  =		'''.'''


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




def 	UpperCamelCase   (       lowercase_						:    List[Any]     ,					lowercase_						:    int	)		->	List[Any]:




  '''simple docstring'''



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




def 	UpperCamelCase   (       lowercase_						:    List[Any]	)		->	Any:




  '''simple docstring'''



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

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

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

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

  lowercase									=lines[start_index:line_index]
  return "".join(lowercase_	)


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




def 	UpperCamelCase   (       lowercase_						:    List[str]	)		->	Optional[int]:




  '''simple docstring'''



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




def 	UpperCamelCase   (       lowercase_						:    Optional[Any]	)		->	Optional[int]:




  '''simple docstring'''



  lowercase									=len(get_indent(lowercase_	)	) > 0
  if has_indent:
    lowercase									=f'class Bla:\n{code}'
  lowercase									=black.Mode(target_versions={black.TargetVersion.PYaa}     ,					line_length=1_1_9     ,					preview=lowercase_	)
  lowercase									=black.format_str(lowercase_     ,					mode=lowercase_	)
  lowercase							, lowercase									=style_docstrings_in_code(lowercase_	)
  return result[len('''class Bla:\n'''	) :] if has_indent else result




def 	UpperCamelCase   (       lowercase_						:    Union[str, Any]     ,					lowercase_						:    int=False	)		->	int:




  '''simple docstring'''



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

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

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

    lowercase									=lines[start_index:line_index]
    lowercase									=''''''.join(lowercase_	)

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

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

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

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




def 	UpperCamelCase   (       lowercase_						:    bool = False	)		->	Dict:




  '''simple docstring'''



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

     check_copies(args.fix_and_overwrite)


'''simple docstring'''



from manim import *




class     UpperCAmelCase_	(						_SCREAMING_SNAKE_CASE					):






						'''simple docstring'''






						def    _lowercase      (   self ):

												"""simple docstring"""



												_lowerCAmelCase    		=					Rectangle(height=0.5       ,  width=0.5 )
												_lowerCAmelCase    		=					Rectangle(height=0.46       ,  width=0.46 ).set_stroke(width=0 )

												_lowerCAmelCase    		=					[mem.copy() for i in range(6 )]
												_lowerCAmelCase    		=					[mem.copy() for i in range(6 )]
												_lowerCAmelCase    		=					VGroup(*_lowercase ).arrange(_lowercase       ,  buff=0 )
												_lowerCAmelCase    		=					VGroup(*_lowercase ).arrange(_lowercase       ,  buff=0 )
												_lowerCAmelCase    		=					VGroup(_lowercase       ,  _lowercase ).arrange(_lowercase       ,  buff=0 )
												_lowerCAmelCase    		=					Text("""CPU"""       ,  font_size=24 )
												_lowerCAmelCase    		=					Group(_lowercase       ,  _lowercase ).arrange(_lowercase       ,  buff=0.5       ,  aligned_edge=_lowercase )
												cpu.move_to([-2.5, -0.5, 0] )
												self.add(_lowercase )

												_lowerCAmelCase    		=					[mem.copy() for i in range(1 )]
												_lowerCAmelCase    		=					VGroup(*_lowercase ).arrange(_lowercase       ,  buff=0 )
												_lowerCAmelCase    		=					Text("""GPU"""       ,  font_size=24 )
												_lowerCAmelCase    		=					Group(_lowercase       ,  _lowercase ).arrange(_lowercase       ,  buff=0.5       ,  aligned_edge=_lowercase )
												gpu.align_to(_lowercase       ,  _lowercase )
												gpu.set_x(gpu.get_x() - 1 )

												self.add(_lowercase )

												_lowerCAmelCase    		=					[mem.copy() for i in range(6 )]
												_lowerCAmelCase    		=					VGroup(*_lowercase ).arrange(_lowercase       ,  buff=0 )

												_lowerCAmelCase    		=					Text("""Model"""       ,  font_size=24 )
												_lowerCAmelCase    		=					Group(_lowercase       ,  _lowercase ).arrange(_lowercase       ,  buff=0.5       ,  aligned_edge=_lowercase )
												model.move_to([3, -1.0, 0] )

												self.play(
												    Create(_lowercase       ,  run_time=1 )       ,  Create(_lowercase       ,  run_time=1 )       ,  Create(_lowercase       ,  run_time=1 )       ,  )

												_lowerCAmelCase    		=					MarkupText(
												    F'First, an empty model skeleton is loaded\ninto <span fgcolor=\'{YELLOW}\'>memory</span> without using much RAM.'       ,  font_size=24       ,  )

												_lowerCAmelCase    		=					Square(side_length=2.2 )
												key.move_to([-5, 2, 0] )

												_lowerCAmelCase    		=					MarkupText(
												    F'<b>Key:</b>\n\n<span fgcolor=\'{YELLOW}\'>●</span> Empty Model'       ,  font_size=18       ,  )

												key_text.move_to([-5, 2.4, 0] )

												step_a.move_to([2, 2, 0] )
												self.play(Write(_lowercase       ,  run_time=2.5 )       ,  Write(_lowercase )       ,  Write(_lowercase ) )

												self.add(_lowercase )

												_lowerCAmelCase    		=					[]
												_lowerCAmelCase    		=					[]
												_lowerCAmelCase    		=					[]
												for i, rect in enumerate(_lowercase ):
																		_lowerCAmelCase    		=					Rectangle(height=0.46       ,  width=0.46 ).set_stroke(width=0.0 ).set_fill(_lowercase       ,  opacity=0.7 )
																		cpu_target.move_to(_lowercase )
																		cpu_target.generate_target()
																		_lowerCAmelCase    		=					0.46 / 4
																		_lowerCAmelCase    		=					0.46 / 3

																		if i == 0:
																								cpu_target.target.next_to(cpu_left_col_base[0].get_corner(DOWN + LEFT )       ,  buff=0.02       ,  direction=_lowercase )
																								cpu_target.target.set_x(cpu_target.target.get_x() + 0.1 )
																		elif i == 3:
																								cpu_target.target.next_to(cpu_targs[0].target       ,  direction=_lowercase       ,  buff=0.0 )
																		else:
																								cpu_target.target.next_to(cpu_targs[i - 1].target       ,  direction=_lowercase       ,  buff=0.0 )
																		cpu_targs.append(_lowercase )

																		first_animations.append(rect.animate(run_time=0.5 ).set_stroke(_lowercase ) )
																		second_animations.append(MoveToTarget(_lowercase       ,  run_time=1.5 ) )

												self.play(*_lowercase )
												self.play(*_lowercase )

												self.wait()
