

'''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 		_A     (    A__     ,				A__      ):






 """simple docstring"""



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


def 		_A     (    A__      ):






 """simple docstring"""



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

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

 with open(os.path.join(A__     ,				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(A__      ) 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(A__      ):
  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(A__      ) and _should_continue(lines[line_index]     ,				A__      ):
  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(A__      )


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 		_A     (    A__      ):






 """simple docstring"""



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


def 		_A     (    A__      ):






 """simple docstring"""



 __lowercase							  = len(get_indent(A__      )      ) > 0
 if has_indent:
  __lowercase							  = F"class Bla:\n{code}"
 __lowercase							  = black.Mode(target_versions={black.TargetVersion.PYaa}     ,				line_length=119     ,				preview=A__      )
 __lowercase							  = black.format_str(A__     ,				mode=A__      )
 __lowercase  ,	__lowercase							  = style_docstrings_in_code(A__      )
 return result[len('''class Bla:\n'''      ) :] if has_indent else result


def 		_A     (    A__     ,				A__=False      ):






 """simple docstring"""



 with open(A__     ,				'''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(A__      ):
  __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(A__      )
  __lowercase							  = get_indent(A__      )

  __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(A__      ) and should_continue:
   line_index += 1
   if line_index >= len(A__      ):
    break
   __lowercase							  = lines[line_index]
   __lowercase							  = _should_continue(A__     ,				A__      ) and re.search(F"^{indent}# End copy"     ,				A__      ) 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(A__      )

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

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

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


def 		_A     (    A__ = False      ):






 """simple docstring"""



 __lowercase							  = glob.glob(os.path.join(A__     ,				'''**/*.py'''      )     ,				recursive=A__      )
 __lowercase							  = []
 for filename in all_files:
  __lowercase							  = is_copy_consistent(A__     ,				A__      )
  diffs += [F"- {filename}: copy does not match {d[0]} at line {d[1]}" for d in new_diffs]
 if not overwrite and len(A__      ) > 0:
  __lowercase							  = '''\n'''.join(A__      )
  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'''






import argparse

from transformers import CLIPImageProcessor, CLIPVisionModelWithProjection

from diffusers import UnCLIPImageVariationPipeline, UnCLIPPipeline


if __name__ == "__main__":
 lowerCAmelCase__											=	argparse.ArgumentParser()

 parser.add_argument('''--dump_path''', default=None, type=str, required=True, help='''Path to the output model.''')

 parser.add_argument(
     '''--txt2img_unclip''',
     default='''kakaobrain/karlo-v1-alpha''',
     type=str,
     required=False,
     help='''The pretrained txt2img unclip.''',
 )

 lowerCAmelCase__											=	parser.parse_args()

 lowerCAmelCase__											=	UnCLIPPipeline.from_pretrained(args.txtaimg_unclip)

 lowerCAmelCase__											=	CLIPImageProcessor()
 lowerCAmelCase__											=	CLIPVisionModelWithProjection.from_pretrained('''openai/clip-vit-large-patch14''')

 lowerCAmelCase__											=	UnCLIPImageVariationPipeline(
     decoder=txtaimg.decoder,
     text_encoder=txtaimg.text_encoder,
     tokenizer=txtaimg.tokenizer,
     text_proj=txtaimg.text_proj,
     feature_extractor=feature_extractor,
     image_encoder=image_encoder,
     super_res_first=txtaimg.super_res_first,
     super_res_last=txtaimg.super_res_last,
     decoder_scheduler=txtaimg.decoder_scheduler,
     super_res_scheduler=txtaimg.super_res_scheduler,
 )

 imgaimg.save_pretrained(args.dump_path)

