

import warnings
from typing import Dict, List, Optional, Tuple

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


snake_case_			  = logging.get_logger(__name__)


class       SCREAMING_SNAKE_CASE__					(__snake_case     ):
    __lowerCamelCase						:       Optional[int]														=     ["""input_ids""", """attention_mask"""]





    def __init__(      self						,   a="</s>"						,   a="<unk>"						,   a="<pad>"						,   a=125						,   a=None						,   **a						,   ):
         # Add extra_ids to the special token list
         if extra_ids > 0 and additional_special_tokens is None:
              lowercase__    :   List[str]      =       [f"""<extra_id_{i}>""" for i in range(a)]
         elif extra_ids > 0 and additional_special_tokens is not None:
              # Check that we have the right number of extra_id special tokens
              lowercase__    :   Optional[int]      =       len(set(filter(lambda a: bool('extra_id' in str(a))						,   a)))
              if extra_tokens != extra_ids:
                   raise ValueError(
                       f"""Both extra_ids ({extra_ids}) and additional_special_tokens ({additional_special_tokens}) are"""
                       ' provided to ByT5Tokenizer. In this case the additional_special_tokens must include the'
                       ' extra_ids tokens')

         lowercase__    :   Optional[Any]      =       AddedToken(a						,   lstrip=a						,   rstrip=a) if isinstance(a						,   a) else pad_token
         lowercase__    :   int      =       AddedToken(a						,   lstrip=a						,   rstrip=a) if isinstance(a						,   a) else eos_token
         lowercase__    :   List[str]      =       AddedToken(a						,   lstrip=a						,   rstrip=a) if isinstance(a						,   a) else unk_token

         super().__init__(
             eos_token=a						,   unk_token=a						,   pad_token=a						,   extra_ids=a						,   additional_special_tokens=a						,   **a						,   )

         lowercase__    :   Optional[int]      =       extra_ids

         lowercase__    :   List[Any]      =       2**8  # utf is 8 bits

         # define special tokens dict
         lowercase__    :   Dict[int, str]      =       {
             self.pad_token: 0,
             self.eos_token: 1,
             self.unk_token: 2,
         }
         lowercase__    :   Any      =       len(self.special_tokens_encoder)
         lowercase__    :   str      =       len(a)
         for i, token in enumerate(a):
              lowercase__    :   str      =       self.vocab_size + i - n
         lowercase__    :   Dict[str, int]      =       {v: k for k, v in self.special_tokens_encoder.items()}





    @property
    def       snake_case_				(      self):
         return self._utf_vocab_size + self._num_special_tokens + self._extra_ids





    def       snake_case_				(      self						,   a						,   a = None						,   a = False):
         if already_has_special_tokens:
              return super().get_special_tokens_mask(
                  token_ids_a=a						,   token_ids_a=a						,   already_has_special_tokens=a)

         # normal case: some special tokens
         if token_ids_a is None:
              return ([0] * len(a)) + [1]
         return ([0] * len(a)) + [1] + ([0] * len(a)) + [1]





    def       snake_case_				(      self						,   a):
         if len(a) > 0 and token_ids[-1] == self.eos_token_id:
              warnings.warn(
                  f"""This sequence already has {self.eos_token}. In future versions this behavior may lead to duplicated"""
                  ' eos tokens being added.')
              return token_ids
         else:
              return token_ids + [self.eos_token_id]





    def       snake_case_				(      self						,   a						,   a = None):
         lowercase__    :   Optional[Any]      =       [self.eos_token_id]

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





    def       snake_case_				(      self						,   a						,   a = None):
         lowercase__    :   Tuple      =       self._add_eos_if_not_present(a)
         if token_ids_a is None:
              return token_ids_a
         else:
              lowercase__    :   int      =       self._add_eos_if_not_present(a)
              return token_ids_a + token_ids_a





    def       snake_case_				(      self						,   a):
         lowercase__    :   Optional[Any]      =       [chr(a) for i in text.encode('utf-8')]
         return tokens





    def       snake_case_				(      self						,   a):
         if token in self.special_tokens_encoder:
              lowercase__    :   Tuple      =       self.special_tokens_encoder[token]
         elif token in self.added_tokens_encoder:
              lowercase__    :   Any      =       self.added_tokens_encoder[token]
         elif len(a) != 1:
              lowercase__    :   Tuple      =       self.unk_token_id
         else:
              lowercase__    :   Optional[int]      =       ord(a) + self._num_special_tokens
         return token_id





    def       snake_case_				(      self						,   a):
         if index in self.special_tokens_decoder:
              lowercase__    :   Any      =       self.special_tokens_decoder[index]
         else:
              lowercase__    :   int      =       chr(index - self._num_special_tokens)
         return token





    def       snake_case_				(      self						,   a):
         lowercase__    :   Optional[int]      =       B''
         for token in tokens:
              if token in self.special_tokens_decoder:
                   lowercase__    :   Any      =       self.special_tokens_decoder[token].encode('utf-8')
              elif token in self.added_tokens_decoder:
                   lowercase__    :   Dict      =       self.special_tokens_decoder[token].encode('utf-8')
              elif token in self.special_tokens_encoder:
                   lowercase__    :   List[Any]      =       token.encode('utf-8')
              elif token in self.added_tokens_encoder:
                   lowercase__    :   List[str]      =       token.encode('utf-8')
              else:
                   lowercase__    :   Any      =       bytes([ord(a)])
              bstring += tok_string
         lowercase__    :   str      =       bstring.decode('utf-8'						,   errors='ignore')
         return string





    def       snake_case_				(      self						,   a						,   a = None):
         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


snake_case_			  = logging.get_logger(__name__)

def 	snake_case__			(    SCREAMING_SNAKE_CASE_		:    Tuple	,     SCREAMING_SNAKE_CASE_		:    Union[str, Any]			):



     '''simple docstring'''





     lowercase__    :   List[str]      =       set()
     lowercase__    :   List[str]      =       []

     def parse_line(SCREAMING_SNAKE_CASE_		:    Union[str, Any]			):
          for line in fp:
               if isinstance(SCREAMING_SNAKE_CASE_	,     SCREAMING_SNAKE_CASE_			):
                    lowercase__    :   Optional[int]      =       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(SCREAMING_SNAKE_CASE_			) > 0:
                         lowercase__    :   Optional[Any]      =       '\n'.join(SCREAMING_SNAKE_CASE_			)
                         # Only keep the warnings specified in `targets`
                         if any(f""": {x}: """ in warning for x in targets			):
                              selected_warnings.add(SCREAMING_SNAKE_CASE_			)
                         buffer.clear()
                    continue
               else:
                    lowercase__    :   Optional[Any]      =       line.strip()
                    buffer.append(SCREAMING_SNAKE_CASE_			)

     if from_gh:
          for filename in os.listdir(SCREAMING_SNAKE_CASE_			):
               lowercase__    :   int      =       os.path.join(SCREAMING_SNAKE_CASE_	,     SCREAMING_SNAKE_CASE_			)
               if not os.path.isdir(SCREAMING_SNAKE_CASE_			):
                    # read the file
                    if filename != "warnings.txt":
                         continue
                    with open(SCREAMING_SNAKE_CASE_			) as fp:
                         parse_line(SCREAMING_SNAKE_CASE_			)
     else:
          try:
               with zipfile.ZipFile(SCREAMING_SNAKE_CASE_			) as z:
                    for filename in z.namelist():
                         if not os.path.isdir(SCREAMING_SNAKE_CASE_			):
                              # read the file
                              if filename != "warnings.txt":
                                   continue
                              with z.open(SCREAMING_SNAKE_CASE_			) as fp:
                                   parse_line(SCREAMING_SNAKE_CASE_			)
          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__			(    SCREAMING_SNAKE_CASE_		:    List[Any]	,     SCREAMING_SNAKE_CASE_		:    Optional[Any]			):



     '''simple docstring'''





     lowercase__    :   Optional[Any]      =       set()

     lowercase__    :   List[str]      =       [os.path.join(SCREAMING_SNAKE_CASE_	,     SCREAMING_SNAKE_CASE_			) for p in os.listdir(SCREAMING_SNAKE_CASE_			) if (p.endswith('.zip'			) or from_gh)]
     for p in paths:
          selected_warnings.update(extract_warnings_from_single_artifact(SCREAMING_SNAKE_CASE_	,     SCREAMING_SNAKE_CASE_			)			)

     return selected_warnings


if __name__ == "__main__":

       def 	snake_case__			(    SCREAMING_SNAKE_CASE_		:    Any			):



            '''simple docstring'''





            return values.split(','			)

       snake_case_			  = 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.''',
       )

       snake_case_			  = parser.parse_args()

       snake_case_			  = 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
              snake_case_			  = 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
       snake_case_			  = extract_warnings(args.output_dir, args.targets)
       snake_case_			  = 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)

