






'''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
SCREAMING_SNAKE_CASE						=	'src/diffusers'
SCREAMING_SNAKE_CASE						=	'.'


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





def 							lowercase_				(    __A :       List[Any]					,      __A :       Tuple			)       ->      Optional[Any]:



 """simple docstring"""




 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 							lowercase_				(    __A :       List[Any]			)       ->      Optional[int]:



 """simple docstring"""




 lowercase					:   List[str]				  =object_name.split('''.'''			)
 lowercase					:   List[Any]				  =0

 # First let's find the module where our object lives.
 lowercase					:   Dict				  =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			):
   lowercase					:   Dict				  =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:
  lowercase					:   Tuple				  =f.readlines()

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

 lowercase					:   Dict				  =lines[start_index:line_index]
 return "".join(_SCREAMING_SNAKE_CASE			)


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





def 							lowercase_				(    __A :       Tuple			)       ->      Tuple:



 """simple docstring"""




 lowercase					:   List[Any]				  =code.split('''\n'''			)
 lowercase					:   str				  =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 							lowercase_				(    __A :       Union[str, Any]			)       ->      int:



 """simple docstring"""




 lowercase					:   List[str]				  =len(get_indent(_SCREAMING_SNAKE_CASE			)			) > 0
 if has_indent:
  lowercase					:   Optional[Any]				  =F'class Bla:\n{code}'
 lowercase					:   Dict				  =black.Mode(target_versions={black.TargetVersion.PYaa}					,      line_length=1_1_9					,      preview=_SCREAMING_SNAKE_CASE			)
 lowercase					:   Dict				  =black.format_str(_SCREAMING_SNAKE_CASE					,      mode=_SCREAMING_SNAKE_CASE			)
 lowercase  ,		lowercase					:   str				  =style_docstrings_in_code(_SCREAMING_SNAKE_CASE			)
 return result[len('''class Bla:\n'''			) :] if has_indent else result





def 							lowercase_				(    __A :       Optional[Any]					,      __A :       Optional[Any]=False			)       ->      Optional[Any]:



 """simple docstring"""




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

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

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

  lowercase					:   str				  =lines[start_index:line_index]
  lowercase					:   List[str]				  =''''''.join(_SCREAMING_SNAKE_CASE			)

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

  # Before comparing, use the `replace_pattern` on the original code.
  if len(_SCREAMING_SNAKE_CASE			) > 0:
   lowercase					:   Any				  =replace_pattern.replace('''with'''					,      ''''''			).split(''','''			)
   lowercase					:   int				  =[_re_replace_pattern.search(_SCREAMING_SNAKE_CASE			) for p in patterns]
   for pattern in patterns:
    if pattern is None:
     continue
    lowercase  ,		lowercase  ,		lowercase					:   str				  =pattern.groups()
    lowercase					:   str				  =re.sub(_SCREAMING_SNAKE_CASE					,      _SCREAMING_SNAKE_CASE					,      _SCREAMING_SNAKE_CASE			)
    if option.strip() == "all-casing":
     lowercase					:   Optional[Any]				  =re.sub(obja.lower()					,      obja.lower()					,      _SCREAMING_SNAKE_CASE			)
     lowercase					:   int				  =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
   lowercase					:   Union[str, Any]				  =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					:   List[str]				  =lines[:start_index] + [theoretical_code] + lines[line_index:]
    lowercase					:   Union[str, Any]				  =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 							lowercase_				(    __A :       Dict = False			)       ->      str:



 """simple docstring"""




 lowercase					:   Dict				  =glob.glob(os.path.join(_SCREAMING_SNAKE_CASE					,      '''**/*.py'''			)					,      recursive=_SCREAMING_SNAKE_CASE			)
 lowercase					:   str				  =[]
 for filename in all_files:
  lowercase					:   Optional[Any]				  =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:
  lowercase					:   List[Any]				  ='''\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__":
      SCREAMING_SNAKE_CASE						=	argparse.ArgumentParser()
      parser.add_argument('--fix_and_overwrite', action='store_true', help='Whether to fix inconsistencies.')
      SCREAMING_SNAKE_CASE						=	parser.parse_args()

      check_copies(args.fix_and_overwrite)











'''simple docstring'''



from typing import List, Optional, Tuple

from ...tokenization_utils_fast import PreTrainedTokenizerFast
from ...utils import logging
from .tokenization_herbert import HerbertTokenizer


SCREAMING_SNAKE_CASE						=	logging.get_logger(__name__)

SCREAMING_SNAKE_CASE						=	{'vocab_file': 'vocab.json', 'merges_file': 'merges.txt', 'tokenizer_file': 'tokenizer.json'}

SCREAMING_SNAKE_CASE						=	{
    'vocab_file': {
        'allegro/herbert-base-cased': 'https://huggingface.co/allegro/herbert-base-cased/resolve/main/vocab.json'
    },
    'merges_file': {
        'allegro/herbert-base-cased': 'https://huggingface.co/allegro/herbert-base-cased/resolve/main/merges.txt'
    },
}

SCREAMING_SNAKE_CASE						=	{'allegro/herbert-base-cased': 514}
SCREAMING_SNAKE_CASE						=	{}
class UpperCAmelCase_					(    __A				):




      """simple docstring"""




      UpperCamelCase_								=			VOCAB_FILES_NAMES
      UpperCamelCase_								=			PRETRAINED_VOCAB_FILES_MAP
      UpperCamelCase_								=			PRETRAINED_INIT_CONFIGURATION
      UpperCamelCase_								=			PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
      UpperCamelCase_								=			HerbertTokenizer






      def __init__( self			:		Dict     ,      UpperCAmelCase			:		Optional[Any]=None     ,      UpperCAmelCase			:		Optional[int]=None     ,      UpperCAmelCase			:		Any=None     ,      UpperCAmelCase			:		Tuple="<s>"     ,      UpperCAmelCase			:		List[Any]="<unk>"     ,      UpperCAmelCase			:		str="<pad>"     ,      UpperCAmelCase			:		Optional[Any]="<mask>"     ,      UpperCAmelCase			:		List[str]="</s>"     ,      **UpperCAmelCase			:		List[str]     ,      )  ->  Dict:


       '''simple docstring'''

       super().__init__(
           UpperCAmelCase     ,      UpperCAmelCase     ,      tokenizer_file=UpperCAmelCase     ,      cls_token=UpperCAmelCase     ,      unk_token=UpperCAmelCase     ,      pad_token=UpperCAmelCase     ,      mask_token=UpperCAmelCase     ,      sep_token=UpperCAmelCase     ,      **UpperCAmelCase     ,      )






      def 				A__      ( self			:		int     ,      UpperCAmelCase			:		List[int]     ,      UpperCAmelCase			:		Optional[List[int]] = None		)  ->  List[int]:


       '''simple docstring'''

       lowercase					:   List[Any]				  =[self.cls_token_id]
       lowercase					:   Any				  =[self.sep_token_id]
       if token_ids_a is None:
        return cls + token_ids_a + sep

       return cls + token_ids_a + sep + token_ids_a + sep






      def 				A__      ( self			:		Any     ,      UpperCAmelCase			:		List[int]     ,      UpperCAmelCase			:		Optional[List[int]] = None     ,      UpperCAmelCase			:		bool = False		)  ->  List[int]:


       '''simple docstring'''

       if already_has_special_tokens:
        return super().get_special_tokens_mask(
            token_ids_a=UpperCAmelCase     ,      token_ids_a=UpperCAmelCase     ,      already_has_special_tokens=UpperCAmelCase		)

       if token_ids_a is None:
        return [1] + ([0] * len(UpperCAmelCase		)) + [1]
       return [1] + ([0] * len(UpperCAmelCase		)) + [1] + ([0] * len(UpperCAmelCase		)) + [1]






      def 				A__      ( self			:		Optional[int]     ,      UpperCAmelCase			:		List[int]     ,      UpperCAmelCase			:		Optional[List[int]] = None		)  ->  List[int]:


       '''simple docstring'''

       lowercase					:   Optional[Any]				  =[self.sep_token_id]
       lowercase					:   Dict				  =[self.cls_token_id]

       if token_ids_a is None:
        return len(cls + token_ids_a + sep		) * [0]
       return len(cls + token_ids_a + sep		) * [0] + len(token_ids_a + sep		) * [1]






      def 				A__      ( self			:		Union[str, Any]     ,      UpperCAmelCase			:		str     ,      UpperCAmelCase			:		Optional[str] = None		)  ->  Tuple[str]:


       '''simple docstring'''

       lowercase					:   List[Any]				  =self._tokenizer.model.save(UpperCAmelCase     ,      name=UpperCAmelCase		)
       return tuple(UpperCAmelCase		)



