

from typing import Dict, List, Optional

from ...tokenization_utils import AddedToken, PreTrainedTokenizer
from ...utils import logging


__UpperCAmelCase								=			logging.get_logger(__name__)


__UpperCAmelCase								=			{
    """nielsr/canine-s""": 2_048,
}

# Unicode defines 1,114,112 total “codepoints”
__UpperCAmelCase								=			1_114_112

# Below: Constants defining canonical codepoints for special, pseudo-characters.
# Copied from https://github.com/google-research/language/blob/master/language/canine/special_codepoints.py
__UpperCAmelCase								=			0

__UpperCAmelCase								=			0XE_0_0_0
__UpperCAmelCase								=			0XE_0_0_1
__UpperCAmelCase								=			0XE_0_0_2
__UpperCAmelCase								=			0XE_0_0_3
__UpperCAmelCase								=			0XE_0_0_4

# Maps special codepoints to human-readable names.
__UpperCAmelCase								=			{
    # Special symbols are represented using codepoints values that are valid,
    # but designated as "Private Use", meaning that they will never be assigned
    # characters by the Unicode Consortium, and are thus safe for use here.
    #
    # NOTE: Do *NOT* add any sort of [UNK_CHAR] here. They are explicitly
    # excluded and should fail with a hard error.
    CLS: """[CLS]""",
    SEP: """[SEP]""",
    BOS: """[BOS]""",
    MASK: """[MASK]""",
    PAD: """[PAD]""",
    RESERVED: """[RESERVED]""",
}

# Maps special codepoint human-readable names to their codepoint values.
__UpperCAmelCase								=			{name: codepoint for codepoint, name in SPECIAL_CODEPOINTS.items()}



class SCREAMING_SNAKE_CASE     (  __UpperCamelCase			):
  """simple docstring"""






  lowerCamelCase   :      List[Any]										=PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES







  def __init__(      self			:   Optional[Any]	,							lowerCAmelCase			:   Union[str, Any]=chr(lowerCAmelCase   )	,							lowerCAmelCase			:   Any=chr(lowerCAmelCase   )	,							lowerCAmelCase			:   int=chr(lowerCAmelCase   )	,							lowerCAmelCase			:   Optional[int]=chr(lowerCAmelCase   )	,							lowerCAmelCase			:   Union[str, Any]=chr(lowerCAmelCase   )	,							lowerCAmelCase			:   List[str]=chr(lowerCAmelCase   )	,							lowerCAmelCase			:   Any=False	,							lowerCAmelCase			:   Optional[Any]=20_48	,							**lowerCAmelCase			:   Any	,							)							->     List[str]:






     """simple docstring"""







     __lowerCAmelCase  :      Optional[int]    =						AddedToken(lowerCAmelCase	,							lstrip=lowerCAmelCase	,							rstrip=lowerCAmelCase   ) if isinstance(lowerCAmelCase	,							lowerCAmelCase   ) else bos_token
     __lowerCAmelCase  :      List[Any]    =						AddedToken(lowerCAmelCase	,							lstrip=lowerCAmelCase	,							rstrip=lowerCAmelCase   ) if isinstance(lowerCAmelCase	,							lowerCAmelCase   ) else eos_token
     __lowerCAmelCase  :      int    =						AddedToken(lowerCAmelCase	,							lstrip=lowerCAmelCase	,							rstrip=lowerCAmelCase   ) if isinstance(lowerCAmelCase	,							lowerCAmelCase   ) else sep_token
     __lowerCAmelCase  :      Any    =						AddedToken(lowerCAmelCase	,							lstrip=lowerCAmelCase	,							rstrip=lowerCAmelCase   ) if isinstance(lowerCAmelCase	,							lowerCAmelCase   ) else cls_token
     __lowerCAmelCase  :      Optional[Any]    =						AddedToken(lowerCAmelCase	,							lstrip=lowerCAmelCase	,							rstrip=lowerCAmelCase   ) if isinstance(lowerCAmelCase	,							lowerCAmelCase   ) else pad_token

     # Mask token behave like a normal word, i.e. include the space before it
     __lowerCAmelCase  :      int    =						AddedToken(lowerCAmelCase	,							lstrip=lowerCAmelCase	,							rstrip=lowerCAmelCase   ) if isinstance(lowerCAmelCase	,							lowerCAmelCase   ) else mask_token

     super().__init__(
         bos_token=lowerCAmelCase	,							eos_token=lowerCAmelCase	,							sep_token=lowerCAmelCase	,							cls_token=lowerCAmelCase	,							pad_token=lowerCAmelCase	,							mask_token=lowerCAmelCase	,							add_prefix_space=lowerCAmelCase	,							model_max_length=lowerCAmelCase	,							**lowerCAmelCase	,							)

     # Creates a mapping for looking up the IDs of special symbols.
     __lowerCAmelCase  :      Dict[str, int]    =						{}
     for codepoint, name in SPECIAL_CODEPOINTS.items():
        __lowerCAmelCase  :      Any    =						codepoint

     # Creates a mapping for looking up the string forms of special symbol IDs.
     __lowerCAmelCase  :      Dict[int, str]    =						{
         codepoint: name for name, codepoint in self._special_codepoints.items()
     }

     __lowerCAmelCase  :      List[Any]    =						UNICODE_VOCAB_SIZE
     __lowerCAmelCase  :      Tuple    =						len(self._special_codepoints   )







  @property
  def 	SCREAMING_SNAKE_CASE   (      self			:   int   )							->     Tuple:






     """simple docstring"""







     return self._unicode_vocab_size







  def 	SCREAMING_SNAKE_CASE   (      self			:   str	,							lowerCAmelCase			:   str   )							->     Dict:






     """simple docstring"""







     return list(lowerCAmelCase   )







  def 	SCREAMING_SNAKE_CASE   (      self			:   str	,							lowerCAmelCase			:   str   )							->     int:






     """simple docstring"""







     try:
        return ord(lowerCAmelCase   )
     except TypeError:
        raise ValueError(f'''invalid token: \'{token}\''''   )







  def 	SCREAMING_SNAKE_CASE   (      self			:   Optional[int]	,							lowerCAmelCase			:   int   )							->     List[str]:






     """simple docstring"""







     try:
        if index in SPECIAL_CODEPOINTS:
           return SPECIAL_CODEPOINTS[index]
        return chr(lowerCAmelCase   )
     except TypeError:
        raise ValueError(f'''invalid id: {index}'''   )







  def 	SCREAMING_SNAKE_CASE   (      self			:   int	,							lowerCAmelCase			:   Dict   )							->     str:






     """simple docstring"""







     return "".join(lowerCAmelCase   )







  def 	SCREAMING_SNAKE_CASE   (      self			:   Optional[Any]	,							lowerCAmelCase			:   List[int]	,							lowerCAmelCase			:   Optional[List[int]] = None   )							->     List[str]:






     """simple docstring"""







     __lowerCAmelCase  :      Dict    =						[self.sep_token_id]
     __lowerCAmelCase  :      Any    =						[self.cls_token_id]

     __lowerCAmelCase  :      List[str]    =						cls + token_ids_a + sep
     if token_ids_a is not None:
        result += token_ids_a + sep
     return result







  def 	SCREAMING_SNAKE_CASE   (      self			:   Any	,							lowerCAmelCase			:   List[int]	,							lowerCAmelCase			:   Optional[List[int]] = None	,							lowerCAmelCase			:   bool = False   )							->     Tuple:






     """simple docstring"""







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

     __lowerCAmelCase  :      Tuple    =						[1] + ([0] * len(lowerCAmelCase   )) + [1]
     if token_ids_a is not None:
        result += ([0] * len(lowerCAmelCase   )) + [1]
     return result







  def 	SCREAMING_SNAKE_CASE   (      self			:   int	,							lowerCAmelCase			:   List[int]	,							lowerCAmelCase			:   Optional[List[int]] = None   )							->     List[Any]:






     """simple docstring"""







     __lowerCAmelCase  :      str    =						[self.sep_token_id]
     __lowerCAmelCase  :      List[str]    =						[self.cls_token_id]

     __lowerCAmelCase  :      str    =						len(cls + token_ids_a + sep   ) * [0]
     if token_ids_a is not None:
        result += len(token_ids_a + sep   ) * [1]
     return result







  def 	SCREAMING_SNAKE_CASE   (      self			:   int	,							lowerCAmelCase			:   str	,							lowerCAmelCase			:   Optional[str] = None   )							->     Union[str, Any]:






     """simple docstring"""







     return ()





import argparse
import json
import os
import time
import zipfile

from get_ci_error_statistics import download_artifact, get_artifacts_links

from transformers import logging


__UpperCAmelCase								=			logging.get_logger(__name__)





def      snake_case_				(__A					:						List[str] ,       __A					:						str					)      ->     int:
   __lowerCAmelCase  :      str    =						set()
   __lowerCAmelCase  :      int    =						[]

   def parse_line(__A					:						List[Any]					):
      for line in fp:
         if isinstance(__A ,       __A					):
            __lowerCAmelCase  :      str    =						line.decode("""UTF-8"""					)
         if "warnings summary (final)" in line:
            continue
         # This means we are outside the body of a warning
         elif not line.startswith(""" """					):
            # process a single warning and move it to `selected_warnings`.
            if len(__A					) > 0:
               __lowerCAmelCase  :      Tuple    =						"""\n""".join(__A					)
               # Only keep the warnings specified in `targets`
               if any(f''': {x}: ''' in warning for x in targets					):
                  selected_warnings.add(__A					)
               buffer.clear()
            continue
         else:
            __lowerCAmelCase  :      Optional[int]    =						line.strip()
            buffer.append(__A					)

   if from_gh:
      for filename in os.listdir(__A					):
         __lowerCAmelCase  :      Optional[Any]    =						os.path.join(__A ,       __A					)
         if not os.path.isdir(__A					):
            # read the file
            if filename != "warnings.txt":
               continue
            with open(__A					) as fp:
               parse_line(__A					)
   else:
      try:
         with zipfile.ZipFile(__A					) as z:
            for filename in z.namelist():
               if not os.path.isdir(__A					):
                  # read the file
                  if filename != "warnings.txt":
                     continue
                  with z.open(__A					) as fp:
                     parse_line(__A					)
      except Exception:
         logger.warning(
             f'''{artifact_path} is either an invalid zip file or something else wrong. This file is skipped.'''					)

   return selected_warnings





def      snake_case_				(__A					:						Dict ,       __A					:						Union[str, Any]					)      ->     Dict:
   __lowerCAmelCase  :      Any    =						set()

   __lowerCAmelCase  :      Optional[int]    =						[os.path.join(__A ,       __A					) for p in os.listdir(__A					) if (p.endswith(""".zip"""					) or from_gh)]
   for p in paths:
      selected_warnings.update(extract_warnings_from_single_artifact(__A ,       __A					)					)

   return selected_warnings


if __name__ == "__main__":





   def      snake_case_				(__A					:						int					)      ->     Tuple:
      return values.split(""","""					)

   __UpperCAmelCase								=			argparse.ArgumentParser()
   # Required parameters
   parser.add_argument("""--workflow_run_id""", type=str, required=True, help="""A GitHub Actions workflow run id.""")
   parser.add_argument(
       """--output_dir""",
       type=str,
       required=True,
       help="""Where to store the downloaded artifacts and other result files.""",
   )
   parser.add_argument("""--token""", default=None, type=str, help="""A token that has actions:read permission.""")
   # optional parameters
   parser.add_argument(
       """--targets""",
       default="""DeprecationWarning,UserWarning,FutureWarning""",
       type=list_str,
       help="""Comma-separated list of target warning(s) which we want to extract.""",
   )
   parser.add_argument(
       """--from_gh""",
       action="""store_true""",
       help="""If running from a GitHub action workflow and collecting warnings from its artifacts.""",
   )

   __UpperCAmelCase								=			parser.parse_args()

   __UpperCAmelCase								=			args.from_gh
   if from_gh:
      # The artifacts have to be downloaded using `actions/download-artifact@v3`
      pass
   else:
      os.makedirs(args.output_dir, exist_ok=True)

      # get download links
      __UpperCAmelCase								=			get_artifacts_links(args.workflow_run_id, token=args.token)
      with open(os.path.join(args.output_dir, """artifacts.json"""), """w""", encoding="""UTF-8""") as fp:
         json.dump(artifacts, fp, ensure_ascii=False, indent=4)

      # download artifacts
      for idx, (name, url) in enumerate(artifacts.items()):
         print(name)
         print(url)
         print("""=""" * 80)
         download_artifact(name, url, args.output_dir, args.token)
         # Be gentle to GitHub
         time.sleep(1)

    # extract warnings from artifacts
   __UpperCAmelCase								=			extract_warnings(args.output_dir, args.targets)
   __UpperCAmelCase								=			sorted(selected_warnings)
   with open(os.path.join(args.output_dir, """selected_warnings.json"""), """w""", encoding="""UTF-8""") as fp:
      json.dump(selected_warnings, fp, ensure_ascii=False, indent=4)


