






"""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
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      _lowerCAmelCase		(							UpperCAmelCase__       :					List[str],						UpperCAmelCase__       :					Any      )		->Optional[int]:
						return line.startswith(UpperCAmelCase__      ) or len(UpperCAmelCase__      ) <= 1 or re.search(R"""^\s*\)(\s*->.*:|:)\s*$""",						UpperCAmelCase__      ) is not None




def      _lowerCAmelCase		(							UpperCAmelCase__       :					Union[str, Any]      )		->str:
						A__						:  Optional[int]		  =  object_name.split("""."""      )
						A__						:  Any		  =  0

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

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

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

						A__						:  Dict		  =  lines[start_index:line_index]
						return "".join(UpperCAmelCase__      )


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      _lowerCAmelCase		(							UpperCAmelCase__       :					Union[str, Any]      )		->str:
						A__						:  int		  =  code.split("""\n"""      )
						A__						:  int		  =  0
						while idx < len(UpperCAmelCase__      ) and len(lines[idx]      ) == 0:
												idx += 1
						if idx < len(UpperCAmelCase__      ):
												return re.search(R"""^(\s*)\S""",						lines[idx]      ).groups()[0]
						return ""




def      _lowerCAmelCase		(							UpperCAmelCase__       :					Optional[Any]      )		->Any:
						A__						:  Tuple		  =  len(get_indent(UpperCAmelCase__      )      ) > 0
						if has_indent:
												A__						:  Dict		  =  f'class Bla:\n{code}'
						A__						:  Optional[int]		  =  black.Mode(target_versions={black.TargetVersion.PYaa},						line_length=1_1_9,						preview=UpperCAmelCase__      )
						A__						:  Optional[Any]		  =  black.format_str(UpperCAmelCase__,						mode=UpperCAmelCase__      )
						A__  ,  A__						:  List[str]		  =  style_docstrings_in_code(UpperCAmelCase__      )
						return result[len("""class Bla:\n"""      ) :] if has_indent else result




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

												A__						:  int		  =  line_index + 1 if indent == theoretical_indent else line_index + 2
												A__						:  Tuple		  =  theoretical_indent
												A__						:  List[Any]		  =  start_index

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

												A__						:  Optional[Any]		  =  lines[start_index:line_index]
												A__						:  Optional[int]		  =  """""".join(UpperCAmelCase__      )

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

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

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

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




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














"""simple docstring"""



from ...configuration_utils import PretrainedConfig
from ...utils import logging


A_    =							logging.get_logger(__name__)

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






class 							__SCREAMING_SNAKE_CASE						(				UpperCamelCase		):
							snake_case_     =							'roc_bert'


							def __init__(			self      :						Tuple			,    snake_case      :						Union[str, Any]=3_0522			,    snake_case      :						Optional[Any]=768			,    snake_case      :						Any=12			,    snake_case      :						Tuple=12			,    snake_case      :						Any=3072			,    snake_case      :						Tuple="gelu"			,    snake_case      :						Optional[int]=0.1			,    snake_case      :						List[str]=0.1			,    snake_case      :						List[str]=512			,    snake_case      :						int=2			,    snake_case      :						Optional[Any]=0.02			,    snake_case      :						str=1e-12			,    snake_case      :						int=True			,    snake_case      :						Optional[Any]=0			,    snake_case      :						str="absolute"			,    snake_case      :						int=None			,    snake_case      :						int=True			,    snake_case      :						Optional[int]=True			,    snake_case      :						List[Any]=768			,    snake_case      :						Dict=910			,    snake_case      :						Tuple=512			,    snake_case      :						Tuple=2_4858			,    snake_case      :						Optional[Any]=True			,    **snake_case      :						Any			,    ):
													'''simple docstring'''





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






