

'''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
_snake_case         =  'src/diffusers'
_snake_case         =  '.'


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







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







def  _A		(     snake_case					)      ->     List[Any]:
   _lowercase      :				List[Any]      					=       object_name.split("."					)
   _lowercase      :				Tuple      					=       0

   # First let's find the module where our object lives.
   _lowercase      :				str      					=       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					):
         _lowercase      :				Any      					=       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:
      _lowercase      :				Union[str, Any]      					=       f.readlines()

   # Now let's find the class / func in the code!
   _lowercase      :				Tuple      					=       ""
   _lowercase      :				Optional[int]      					=       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).
   _lowercase      :				Tuple      					=       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

   _lowercase      :				List[Any]      					=       lines[start_index:line_index]
   return "".join(snake_case					)


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







def  _A		(     snake_case					)      ->     Union[str, Any]:
   _lowercase      :				Dict      					=       code.split("\n"					)
   _lowercase      :				Optional[Any]      					=       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  _A		(     snake_case					)      ->     Tuple:
   _lowercase      :				Tuple      					=       len(get_indent(snake_case					)					) > 0
   if has_indent:
      _lowercase      :				Union[str, Any]      					=       F'''class Bla:\n{code}'''
   _lowercase      :				Union[str, Any]      					=       black.Mode(target_versions={black.TargetVersion.PYaa}		,							line_length=1_19		,							preview=snake_case					)
   _lowercase      :				Any      					=       black.format_str(snake_case		,							mode=snake_case					)
   _lowercase					,				_lowercase      :				Optional[Any]      					=       style_docstrings_in_code(snake_case					)
   return result[len("class Bla:\n"					) :] if has_indent else result







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

      _lowercase      :				Union[str, Any]      					=       line_index + 1 if indent == theoretical_indent else line_index + 2
      _lowercase      :				Dict      					=       theoretical_indent
      _lowercase      :				Any      					=       start_index

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

      _lowercase      :				List[str]      					=       lines[start_index:line_index]
      _lowercase      :				Dict      					=       "".join(snake_case					)

      # Remove any nested `Copied from` comments to avoid circular copies
      _lowercase      :				List[str]      					=       [line for line in theoretical_code.split("\n"					) if _re_copy_warning.search(snake_case					) is None]
      _lowercase      :				Optional[Any]      					=       "\n".join(snake_case					)

      # Before comparing, use the `replace_pattern` on the original code.
      if len(snake_case					) > 0:
         _lowercase      :				Any      					=       replace_pattern.replace("with"		,							""					).split(","					)
         _lowercase      :				Any      					=       [_re_replace_pattern.search(snake_case					) for p in patterns]
         for pattern in patterns:
            if pattern is None:
               continue
            _lowercase					,				_lowercase					,				_lowercase      :				Tuple      					=       pattern.groups()
            _lowercase      :				Optional[Any]      					=       re.sub(snake_case		,							snake_case		,							snake_case					)
            if option.strip() == "all-casing":
               _lowercase      :				Tuple      					=       re.sub(obja.lower()		,							obja.lower()		,							snake_case					)
               _lowercase      :				Tuple      					=       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
         _lowercase      :				Tuple      					=       blackify(lines[start_index - 1] + theoretical_code					)
         _lowercase      :				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:
            _lowercase      :				Union[str, Any]      					=       lines[:start_index] + [theoretical_code] + lines[line_index:]
            _lowercase      :				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  _A		(     snake_case = False					)      ->     Tuple:
   _lowercase      :				List[str]      					=       glob.glob(os.path.join(snake_case		,							"**/*.py"					)		,							recursive=snake_case					)
   _lowercase      :				int      					=       []
   for filename in all_files:
      _lowercase      :				List[Any]      					=       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:
      _lowercase      :				List[str]      					=       "\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__":
    _snake_case         =  argparse.ArgumentParser()
    parser.add_argument('--fix_and_overwrite', action='store_true', help='Whether to fix inconsistencies.')
    _snake_case         =  parser.parse_args()

    check_copies(args.fix_and_overwrite)









'''simple docstring'''
from ...configuration_utils import PretrainedConfig
from ...utils import logging


_snake_case         =  logging.get_logger(__name__)

_snake_case         =  {
    'weiweishi/roc-bert-base-zh': 'https://huggingface.co/weiweishi/roc-bert-base-zh/resolve/main/config.json',
}


class        a__  (							lowerCamelCase_  ):
   _SCREAMING_SNAKE_CASE   :					Any     	=							'roc_bert'


   def __init__(			self      ,    _UpperCamelCase=30522      ,    _UpperCamelCase=768      ,    _UpperCamelCase=12      ,    _UpperCamelCase=12      ,    _UpperCamelCase=3072      ,    _UpperCamelCase="gelu"      ,    _UpperCamelCase=0.1      ,    _UpperCamelCase=0.1      ,    _UpperCamelCase=512      ,    _UpperCamelCase=2      ,    _UpperCamelCase=0.0_2      ,    _UpperCamelCase=1E-1_2      ,    _UpperCamelCase=True      ,    _UpperCamelCase=0      ,    _UpperCamelCase="absolute"      ,    _UpperCamelCase=None      ,    _UpperCamelCase=True      ,    _UpperCamelCase=True      ,    _UpperCamelCase=768      ,    _UpperCamelCase=910      ,    _UpperCamelCase=512      ,    _UpperCamelCase=24858      ,    _UpperCamelCase=True      ,    **_UpperCamelCase      ,    ):





      """simple docstring"""





      _lowercase      :				str      					=       vocab_size
      _lowercase      :				List[str]      					=       max_position_embeddings
      _lowercase      :				List[Any]      					=       hidden_size
      _lowercase      :				Dict      					=       num_hidden_layers
      _lowercase      :				str      					=       num_attention_heads
      _lowercase      :				int      					=       intermediate_size
      _lowercase      :				Optional[Any]      					=       hidden_act
      _lowercase      :				Union[str, Any]      					=       hidden_dropout_prob
      _lowercase      :				Dict      					=       attention_probs_dropout_prob
      _lowercase      :				Dict      					=       initializer_range
      _lowercase      :				List[Any]      					=       type_vocab_size
      _lowercase      :				Tuple      					=       layer_norm_eps
      _lowercase      :				Optional[int]      					=       use_cache
      _lowercase      :				Tuple      					=       enable_pronunciation
      _lowercase      :				Optional[int]      					=       enable_shape
      _lowercase      :				int      					=       pronunciation_embed_dim
      _lowercase      :				List[str]      					=       pronunciation_vocab_size
      _lowercase      :				int      					=       shape_embed_dim
      _lowercase      :				str      					=       shape_vocab_size
      _lowercase      :				str      					=       concat_input
      _lowercase      :				Dict      					=       position_embedding_type
      _lowercase      :				Optional[Any]      					=       classifier_dropout
      super().__init__(pad_token_id=_UpperCamelCase      ,    **_UpperCamelCase  )






