


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		       =						'src/diffusers'
_A		       =						'.'


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

def 						_UpperCAmelCase				(			SCREAMING_SNAKE_CASE__			:					List[str]			,     SCREAMING_SNAKE_CASE__			:					Union[str, Any]				):
     return line.startswith(SCREAMING_SNAKE_CASE__				) or len(SCREAMING_SNAKE_CASE__				) <= 1 or re.search(r'^\s*\)(\s*->.*:|:)\s*$'			,     SCREAMING_SNAKE_CASE__				) is not None

def 						_UpperCAmelCase				(			SCREAMING_SNAKE_CASE__			:					Any				):
     __UpperCamelCase    							=object_name.split('.'				)
     __UpperCamelCase    							=0

     # First let's find the module where our object lives.
     __UpperCamelCase    							=parts[i]
     while i < len(SCREAMING_SNAKE_CASE__				) and not os.path.isfile(os.path.join(SCREAMING_SNAKE_CASE__			,     F'{module}.py'				)				):
          i += 1
          if i < len(SCREAMING_SNAKE_CASE__				):
               __UpperCamelCase    							=os.path.join(SCREAMING_SNAKE_CASE__			,     parts[i]				)
     if i >= len(SCREAMING_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(SCREAMING_SNAKE_CASE__			,     F'{module}.py'				)			,     'r'			,     encoding='utf-8'			,     newline='\n'				) as f:
          __UpperCamelCase    							=f.readlines()

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

     __UpperCamelCase    							=lines[start_index:line_index]
     return "".join(SCREAMING_SNAKE_CASE__				)


_A		       =						re.compile(R'^(\s*)#\s*Copied from\s+diffusers\.(\S+\.\S+)\s*($|\S.*$)')
_A		       =						re.compile(R'^\s*(\S+)->(\S+)(\s+.*|$)')
_A		       =						re.compile(R'<FILL\s+[^>]*>')

def 						_UpperCAmelCase				(			SCREAMING_SNAKE_CASE__			:					int				):
     __UpperCamelCase    							=code.split('\n'				)
     __UpperCamelCase    							=0
     while idx < len(SCREAMING_SNAKE_CASE__				) and len(lines[idx]				) == 0:
          idx += 1
     if idx < len(SCREAMING_SNAKE_CASE__				):
          return re.search(r'^(\s*)\S'			,     lines[idx]				).groups()[0]
     return ""

def 						_UpperCAmelCase				(			SCREAMING_SNAKE_CASE__			:					Optional[int]				):
     __UpperCamelCase    							=len(get_indent(SCREAMING_SNAKE_CASE__				)				) > 0
     if has_indent:
          __UpperCamelCase    							=F'class Bla:\n{code}'
     __UpperCamelCase    							=black.Mode(target_versions={black.TargetVersion.PYaa}			,     line_length=1_19			,     preview=SCREAMING_SNAKE_CASE__				)
     __UpperCamelCase    							=black.format_str(SCREAMING_SNAKE_CASE__			,     mode=SCREAMING_SNAKE_CASE__				)
     __UpperCamelCase							,      __UpperCamelCase    							=style_docstrings_in_code(SCREAMING_SNAKE_CASE__				)
     return result[len('class Bla:\n'				) :] if has_indent else result

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

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

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

          __UpperCamelCase    							=lines[start_index:line_index]
          __UpperCamelCase    							=''.join(SCREAMING_SNAKE_CASE__				)

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

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

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

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

def 						_UpperCAmelCase				(			SCREAMING_SNAKE_CASE__			:					bool = False				):
     __UpperCamelCase    							=glob.glob(os.path.join(SCREAMING_SNAKE_CASE__			,     '**/*.py'				)			,     recursive=SCREAMING_SNAKE_CASE__				)
     __UpperCamelCase    							=[]
     for filename in all_files:
          __UpperCamelCase    							=is_copy_consistent(SCREAMING_SNAKE_CASE__			,     SCREAMING_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(SCREAMING_SNAKE_CASE__				) > 0:
          __UpperCamelCase    							='\n'.join(SCREAMING_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__":
   _A		       =						argparse.ArgumentParser()
   parser.add_argument('--fix_and_overwrite', action='store_true', help='Whether to fix inconsistencies.')
   _A		       =						parser.parse_args()

   check_copies(args.fix_and_overwrite)






import warnings

from ..trainer import Trainer
from ..utils import logging


__lowerCamelCase			: List[Any]							   =		logging.get_logger(__name__)







class __snake_case				(						lowerCamelCase_		):




   def __init__(    self			:				Tuple       ,	_lowercase			:				Optional[int]=None       ,	**_lowercase			:				List[Any]      ):



     """simple docstring"""






     warnings.warn(
         """`SageMakerTrainer` is deprecated and will be removed in v5 of Transformers. You can use `Trainer` """
         """instead."""       ,	_lowercase       ,	)
     super().__init__(args=_lowercase       ,	**_lowercase      )
