
"""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__      :    Optional[Any]    							= 'src/diffusers'
UpperCAmelCase__      :    Any    							= '.'


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

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

def lowercase_  (   _snake_case						):
							SCREAMING_SNAKE_CASE__						:       int           =   object_name.split("""."""						)
							SCREAMING_SNAKE_CASE__						:       List[Any]           =   0

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

							with open(os.path.join(_snake_case   ,f'''{module}.py'''						)   ,"""r"""   ,encoding="""utf-8"""   ,newline="""\n"""						) as f:
														SCREAMING_SNAKE_CASE__						:       List[Any]           =   f.readlines()

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

							SCREAMING_SNAKE_CASE__						:       List[Any]           =   lines[start_index:line_index]
							return "".join(_snake_case						)


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

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

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

def lowercase_  (   _snake_case   ,_snake_case=False						):
							with open(_snake_case   ,"""r"""   ,encoding="""utf-8"""   ,newline="""\n"""						) as f:
														SCREAMING_SNAKE_CASE__						:       Optional[Any]           =   f.readlines()
							SCREAMING_SNAKE_CASE__						:       Optional[int]           =   []
							SCREAMING_SNAKE_CASE__						:       List[str]           =   0
							# Not a for loop cause `lines` is going to change (if `overwrite=True`).
							while line_index < len(_snake_case						):
														SCREAMING_SNAKE_CASE__						:       Optional[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.
														SCREAMING_SNAKE_CASE__      ,      SCREAMING_SNAKE_CASE__      ,      SCREAMING_SNAKE_CASE__						:       Any           =   search.groups()
														SCREAMING_SNAKE_CASE__						:       Optional[Any]           =   find_code_in_diffusers(_snake_case						)
														SCREAMING_SNAKE_CASE__						:       Optional[Any]           =   get_indent(_snake_case						)

														SCREAMING_SNAKE_CASE__						:       Union[str, Any]           =   line_index + 1 if indent == theoretical_indent else line_index + 2
														SCREAMING_SNAKE_CASE__						:       List[str]           =   theoretical_indent
														SCREAMING_SNAKE_CASE__						:       int           =   start_index

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

														SCREAMING_SNAKE_CASE__						:       Tuple           =   lines[start_index:line_index]
														SCREAMING_SNAKE_CASE__						:       Any           =   """""".join(_snake_case						)

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

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

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

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

def lowercase_  (   _snake_case = False						):
							SCREAMING_SNAKE_CASE__						:       Optional[Any]           =   glob.glob(os.path.join(_snake_case   ,"""**/*.py"""						)   ,recursive=_snake_case						)
							SCREAMING_SNAKE_CASE__						:       List[Any]           =   []
							for filename in all_files:
														SCREAMING_SNAKE_CASE__						:       Tuple           =   is_copy_consistent(_snake_case   ,_snake_case						)
														diffs += [f'''- {filename}: copy does not match {d[0]} at line {d[1]}''' for d in new_diffs]
							if not overwrite and len(_snake_case						) > 0:
														SCREAMING_SNAKE_CASE__						:       List[Any]           =   """\n""".join(_snake_case						)
														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[Any]    							= 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"""




import warnings

from ...utils import logging
from .image_processing_clip import CLIPImageProcessor


_snake_case          =   logging.get_logger(__name__)






class        UpperCamelCase			(	snake_case_      ):


 def __init__(     self		:						Any							,						*UpperCAmelCase__		:						Optional[Any]							,						**UpperCAmelCase__		:						Tuple							)					->       None:
   warnings.warn(
       """The class CLIPFeatureExtractor is deprecated and will be removed in version 5 of Transformers. Please"""
       """ use CLIPImageProcessor instead."""							,						UpperCAmelCase__							,						)
   super().__init__(*UpperCAmelCase__							,						**UpperCAmelCase__							)

