



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
lowercase_      :				Dict   					=    '''src/diffusers'''
lowercase_      :				Dict   					=    '''.'''


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







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







def      SCREAMING_SNAKE_CASE				(				lowercase_    :      Any						):
						lowercase        =							object_name.split("""."""						)
						lowercase        =							0

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

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


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







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







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







def      SCREAMING_SNAKE_CASE				(				lowercase_    :      int ,  lowercase_    :      int=False						):
						with open(lowercase__ ,  """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(lowercase__						):
												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(lowercase__						)
												lowercase        =							get_indent(lowercase__						)

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

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

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

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







def      SCREAMING_SNAKE_CASE				(				lowercase_    :      Tuple = False						):
						lowercase        =							glob.glob(os.path.join(lowercase__ ,  """**/*.py"""						) ,  recursive=lowercase__						)
						lowercase        =							[]
						for filename in all_files:
												lowercase        =							is_copy_consistent(lowercase__ ,  lowercase__						)
												diffs += [F"""- {filename}: copy does not match {d[0]} at line {d[1]}""" for d in new_diffs]
						if not overwrite and len(lowercase__						) > 0:
												lowercase        =							"""\n""".join(lowercase__						)
												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__":
						lowercase_      :				List[Any]   					=    argparse.ArgumentParser()
						parser.add_argument('''--fix_and_overwrite''', action='''store_true''', help='''Whether to fix inconsistencies.''')
						lowercase_      :				str   					=    parser.parse_args()

						check_copies(args.fix_and_overwrite)







'''simple docstring'''


from ... import PretrainedConfig


lowercase_      :				int   					=    {
    '''sijunhe/nezha-cn-base''': '''https://huggingface.co/sijunhe/nezha-cn-base/resolve/main/config.json''',
}




class      __UpperCamelCase       (_UpperCAmelCase			):
	__A			  =					NEZHA_PRETRAINED_CONFIG_ARCHIVE_MAP
	__A			  =					'''nezha'''







	def __init__(    self ,				_lowerCAmelCase=2_1128 ,				_lowerCAmelCase=768 ,				_lowerCAmelCase=12 ,				_lowerCAmelCase=12 ,				_lowerCAmelCase=3072 ,				_lowerCAmelCase="gelu" ,				_lowerCAmelCase=0.1 ,				_lowerCAmelCase=0.1 ,				_lowerCAmelCase=512 ,				_lowerCAmelCase=64 ,				_lowerCAmelCase=2 ,				_lowerCAmelCase=0.02 ,				_lowerCAmelCase=1E-12 ,				_lowerCAmelCase=0.1 ,				_lowerCAmelCase=0 ,				_lowerCAmelCase=2 ,				_lowerCAmelCase=3 ,				_lowerCAmelCase=True ,				**_lowerCAmelCase ,				)    ->    int:
							'''simple docstring'''






							super().__init__(pad_token_id=_lowerCAmelCase ,				bos_token_id=_lowerCAmelCase ,				eos_token_id=_lowerCAmelCase ,				**_lowerCAmelCase						)

							lowercase        =							vocab_size
							lowercase        =							hidden_size
							lowercase        =							num_hidden_layers
							lowercase        =							num_attention_heads
							lowercase        =							hidden_act
							lowercase        =							intermediate_size
							lowercase        =							hidden_dropout_prob
							lowercase        =							attention_probs_dropout_prob
							lowercase        =							max_position_embeddings
							lowercase        =							max_relative_position
							lowercase        =							type_vocab_size
							lowercase        =							initializer_range
							lowercase        =							layer_norm_eps
							lowercase        =							classifier_dropout
							lowercase        =							use_cache


