



import bza
import gzip
import lzma
import os
import shutil
import struct
import tarfile
import warnings
import zipfile
from abc import ABC, abstractmethod
from pathlib import Path
from typing import Dict, List, Optional, Type, Union

from .. import config
from .filelock import FileLock
from .logging import get_logger


__snake_case						:Union[str, Any]      		=     get_logger(__name__)

class     _A       :



       def __init__(		self							:     List[str]     ,		__SCREAMING_SNAKE_CASE							:     Optional[str] = None):


           '''simple docstring'''

           __a						       =				(
               os.path.join(__SCREAMING_SNAKE_CASE     ,		config.EXTRACTED_DATASETS_DIR) if cache_dir else config.EXTRACTED_DATASETS_PATH
           )
           __a						       =				Extractor



       def 		_lowerCamelCase			(		self							:     List[Any]     ,		__SCREAMING_SNAKE_CASE							:     str):


           '''simple docstring'''

           from .file_utils import hash_url_to_filename

           # Path where we extract compressed archives
           # We extract in the cache dir, and get the extracted path name by hashing the original path"
           __a						       =				os.path.abspath(__SCREAMING_SNAKE_CASE)
           return os.path.join(self.extract_dir     ,		hash_url_to_filename(__SCREAMING_SNAKE_CASE))



       def 		_lowerCamelCase			(		self							:     Optional[Any]     ,		__SCREAMING_SNAKE_CASE							:     str     ,		__SCREAMING_SNAKE_CASE							:     bool):


           '''simple docstring'''

           return force_extract or (
               not os.path.isfile(__SCREAMING_SNAKE_CASE) and not (os.path.isdir(__SCREAMING_SNAKE_CASE) and os.listdir(__SCREAMING_SNAKE_CASE))
           )





       def 		_lowerCamelCase			(		self							:     str     ,		__SCREAMING_SNAKE_CASE							:     str     ,		__SCREAMING_SNAKE_CASE							:     bool = False):


           '''simple docstring'''

           __a						       =				self.extractor.infer_extractor_format(__SCREAMING_SNAKE_CASE)
           if not extractor_format:
               return input_path
           __a						       =				self._get_output_path(__SCREAMING_SNAKE_CASE)
           if self._do_extract(__SCREAMING_SNAKE_CASE     ,		__SCREAMING_SNAKE_CASE):
               self.extractor.extract(__SCREAMING_SNAKE_CASE     ,		__SCREAMING_SNAKE_CASE     ,		__SCREAMING_SNAKE_CASE)
           return output_path


class     _A       (	__UpperCAmelCase    ):



       @classmethod
       @abstractmethod
       def 		_lowerCamelCase			(		cls							:     Dict     ,		__SCREAMING_SNAKE_CASE							:     Union[Path, str]     ,		**__SCREAMING_SNAKE_CASE							:     Tuple):


           '''simple docstring'''

           ...





       @staticmethod
       @abstractmethod
       def 		_lowerCamelCase			(		__SCREAMING_SNAKE_CASE							:     Union[Path, str]     ,		__SCREAMING_SNAKE_CASE							:     Union[Path, str]):


           '''simple docstring'''

           ...


class     _A       (	__UpperCAmelCase      ,__UpperCAmelCase    ):
       UpperCamelCase__  :    List[bytes]											=						[]



       @staticmethod
       def 		_lowerCamelCase			(		__SCREAMING_SNAKE_CASE							:     Union[Path, str]     ,		__SCREAMING_SNAKE_CASE							:     int):


           '''simple docstring'''

           with open(__SCREAMING_SNAKE_CASE     ,		'''rb''') as f:
               return f.read(__SCREAMING_SNAKE_CASE)





       @classmethod
       def 		_lowerCamelCase			(		cls							:     Any     ,		__SCREAMING_SNAKE_CASE							:     Union[Path, str]     ,		__SCREAMING_SNAKE_CASE							:     bytes = b""):


           '''simple docstring'''

           if not magic_number:
               __a						       =				max(len(__SCREAMING_SNAKE_CASE) for cls_magic_number in cls.magic_numbers)
               try:
                   __a						       =				cls.read_magic_number(__SCREAMING_SNAKE_CASE     ,		__SCREAMING_SNAKE_CASE)
               except OSError:
                   return False
           return any(magic_number.startswith(__SCREAMING_SNAKE_CASE) for cls_magic_number in cls.magic_numbers)


class     _A       (	__UpperCAmelCase    ):



       @classmethod
       def 		_lowerCamelCase			(		cls							:     Optional[int]     ,		__SCREAMING_SNAKE_CASE							:     Union[Path, str]     ,		**__SCREAMING_SNAKE_CASE							:     List[Any]):


           '''simple docstring'''

           return tarfile.is_tarfile(__SCREAMING_SNAKE_CASE)



       @staticmethod
       def 		_lowerCamelCase			(		__SCREAMING_SNAKE_CASE							:     Optional[Any]     ,		__SCREAMING_SNAKE_CASE							:     Tuple):


           '''simple docstring'''

           def resolved(__SCREAMING_SNAKE_CASE							:     str) -> str:
               return os.path.realpath(os.path.abspath(__SCREAMING_SNAKE_CASE))

           def badpath(__SCREAMING_SNAKE_CASE							:     str     ,		__SCREAMING_SNAKE_CASE							:     str) -> bool:
               # joinpath will ignore base if path is absolute
               return not resolved(os.path.join(__SCREAMING_SNAKE_CASE     ,		__SCREAMING_SNAKE_CASE)).startswith(__SCREAMING_SNAKE_CASE)

           def badlink(__SCREAMING_SNAKE_CASE							:     str     ,		__SCREAMING_SNAKE_CASE							:     str) -> bool:
               # Links are interpreted relative to the directory containing the link
               __a						       =				resolved(os.path.join(__SCREAMING_SNAKE_CASE     ,		os.path.dirname(info.name)))
               return badpath(info.linkname     ,		base=__SCREAMING_SNAKE_CASE)

           __a						       =				resolved(__SCREAMING_SNAKE_CASE)

           for finfo in members:
               if badpath(finfo.name     ,		__SCREAMING_SNAKE_CASE):
                   logger.error(F'Extraction of {finfo.name} is blocked (illegal path)')
               elif finfo.issym() and badlink(__SCREAMING_SNAKE_CASE     ,		__SCREAMING_SNAKE_CASE):
                   logger.error(F'Extraction of {finfo.name} is blocked: Symlink to {finfo.linkname}')
               elif finfo.islnk() and badlink(__SCREAMING_SNAKE_CASE     ,		__SCREAMING_SNAKE_CASE):
                   logger.error(F'Extraction of {finfo.name} is blocked: Hard link to {finfo.linkname}')
               else:
                   yield finfo





       @staticmethod
       def 		_lowerCamelCase			(		__SCREAMING_SNAKE_CASE							:     Union[Path, str]     ,		__SCREAMING_SNAKE_CASE							:     Union[Path, str]):


           '''simple docstring'''

           os.makedirs(__SCREAMING_SNAKE_CASE     ,		exist_ok=__SCREAMING_SNAKE_CASE)
           __a						       =				tarfile.open(__SCREAMING_SNAKE_CASE)
           tar_file.extractall(__SCREAMING_SNAKE_CASE     ,		members=TarExtractor.safemembers(__SCREAMING_SNAKE_CASE     ,		__SCREAMING_SNAKE_CASE))
           tar_file.close()


class     _A       (	__UpperCAmelCase    ):
       UpperCamelCase__  :    Dict											=						[B'''\x1F\x8B''']



       @staticmethod
       def 		_lowerCamelCase			(		__SCREAMING_SNAKE_CASE							:     Union[Path, str]     ,		__SCREAMING_SNAKE_CASE							:     Union[Path, str]):


           '''simple docstring'''

           with gzip.open(__SCREAMING_SNAKE_CASE     ,		'''rb''') as gzip_file:
               with open(__SCREAMING_SNAKE_CASE     ,		'''wb''') as extracted_file:
                   shutil.copyfileobj(__SCREAMING_SNAKE_CASE     ,		__SCREAMING_SNAKE_CASE)


class     _A       (	__UpperCAmelCase    ):
       UpperCamelCase__  :    Dict											=						[
           B'''PK\x03\x04''',
           B'''PK\x05\x06''',  # empty archive
           B'''PK\x07\x08''',  # spanned archive
       ]



       @classmethod
       def 		_lowerCamelCase			(		cls							:     Tuple     ,		__SCREAMING_SNAKE_CASE							:     Union[Path, str]     ,		__SCREAMING_SNAKE_CASE							:     bytes = b""):


           '''simple docstring'''

           if super().is_extractable(__SCREAMING_SNAKE_CASE     ,		magic_number=__SCREAMING_SNAKE_CASE):
               return True
           try:
               # Alternative version of zipfile.is_zipfile that has less false positives, but misses executable zip archives.
               # From: https://github.com/python/cpython/pull/5053
               from zipfile import (
                   _CD_SIGNATURE,
                   _ECD_DISK_NUMBER,
                   _ECD_DISK_START,
                   _ECD_ENTRIES_TOTAL,
                   _ECD_OFFSET,
                   _ECD_SIZE,
                   _EndRecData,
                   sizeCentralDir,
                   stringCentralDir,
                   structCentralDir,
               )

               with open(__SCREAMING_SNAKE_CASE     ,		'''rb''') as fp:
                   __a						       =				_EndRecData(__SCREAMING_SNAKE_CASE)
                   if endrec:
                       if endrec[_ECD_ENTRIES_TOTAL] == 0 and endrec[_ECD_SIZE] == 0 and endrec[_ECD_OFFSET] == 0:
                           return True  # Empty zipfiles are still zipfiles
                       elif endrec[_ECD_DISK_NUMBER] == endrec[_ECD_DISK_START]:
                           fp.seek(endrec[_ECD_OFFSET])  # Central directory is on the same disk
                           if fp.tell() == endrec[_ECD_OFFSET] and endrec[_ECD_SIZE] >= sizeCentralDir:
                               __a						       =				fp.read(__SCREAMING_SNAKE_CASE)  # CD is where we expect it to be
                               if len(__SCREAMING_SNAKE_CASE) == sizeCentralDir:
                                   __a						       =				struct.unpack(__SCREAMING_SNAKE_CASE     ,		__SCREAMING_SNAKE_CASE)  # CD is the right size
                                   if centdir[_CD_SIGNATURE] == stringCentralDir:
                                       return True  # First central directory entry  has correct magic number
               return False
           except Exception:  # catch all errors in case future python versions change the zipfile internals
               return False





       @staticmethod
       def 		_lowerCamelCase			(		__SCREAMING_SNAKE_CASE							:     Union[Path, str]     ,		__SCREAMING_SNAKE_CASE							:     Union[Path, str]):


           '''simple docstring'''

           os.makedirs(__SCREAMING_SNAKE_CASE     ,		exist_ok=__SCREAMING_SNAKE_CASE)
           with zipfile.ZipFile(__SCREAMING_SNAKE_CASE     ,		'''r''') as zip_file:
               zip_file.extractall(__SCREAMING_SNAKE_CASE)
               zip_file.close()


class     _A       (	__UpperCAmelCase    ):
       UpperCamelCase__  :    Optional[Any]											=						[B'''\xFD\x37\x7A\x58\x5A\x00''']



       @staticmethod
       def 		_lowerCamelCase			(		__SCREAMING_SNAKE_CASE							:     Union[Path, str]     ,		__SCREAMING_SNAKE_CASE							:     Union[Path, str]):


           '''simple docstring'''

           with lzma.open(__SCREAMING_SNAKE_CASE) as compressed_file:
               with open(__SCREAMING_SNAKE_CASE     ,		'''wb''') as extracted_file:
                   shutil.copyfileobj(__SCREAMING_SNAKE_CASE     ,		__SCREAMING_SNAKE_CASE)


class     _A       (	__UpperCAmelCase    ):
       UpperCamelCase__  :    int											=						[B'''Rar!\x1a\x07\x00''', B'''Rar!\x1a\x07\x01\x00''']  # RAR_ID  # RAR5_ID



       @staticmethod
       def 		_lowerCamelCase			(		__SCREAMING_SNAKE_CASE							:     Union[Path, str]     ,		__SCREAMING_SNAKE_CASE							:     Union[Path, str]):


           '''simple docstring'''

           if not config.RARFILE_AVAILABLE:
               raise ImportError('''Please pip install rarfile''')
           import rarfile

           os.makedirs(__SCREAMING_SNAKE_CASE     ,		exist_ok=__SCREAMING_SNAKE_CASE)
           __a						       =				rarfile.RarFile(__SCREAMING_SNAKE_CASE)
           rf.extractall(__SCREAMING_SNAKE_CASE)
           rf.close()


class     _A       (	__UpperCAmelCase    ):
       UpperCamelCase__  :    List[Any]											=						[B'''\x28\xb5\x2F\xFD''']



       @staticmethod
       def 		_lowerCamelCase			(		__SCREAMING_SNAKE_CASE							:     Union[Path, str]     ,		__SCREAMING_SNAKE_CASE							:     Union[Path, str]):


           '''simple docstring'''

           if not config.ZSTANDARD_AVAILABLE:
               raise ImportError('''Please pip install zstandard''')
           import zstandard as zstd

           __a						       =				zstd.ZstdDecompressor()
           with open(__SCREAMING_SNAKE_CASE     ,		'''rb''') as ifh, open(__SCREAMING_SNAKE_CASE     ,		'''wb''') as ofh:
               dctx.copy_stream(__SCREAMING_SNAKE_CASE     ,		__SCREAMING_SNAKE_CASE)


class     _A       (	__UpperCAmelCase    ):
       UpperCamelCase__  :    str											=						[B'''\x42\x5A\x68''']



       @staticmethod
       def 		_lowerCamelCase			(		__SCREAMING_SNAKE_CASE							:     Union[Path, str]     ,		__SCREAMING_SNAKE_CASE							:     Union[Path, str]):


           '''simple docstring'''

           with bza.open(__SCREAMING_SNAKE_CASE     ,		'''rb''') as compressed_file:
               with open(__SCREAMING_SNAKE_CASE     ,		'''wb''') as extracted_file:
                   shutil.copyfileobj(__SCREAMING_SNAKE_CASE     ,		__SCREAMING_SNAKE_CASE)


class     _A       (	__UpperCAmelCase    ):
       UpperCamelCase__  :    Union[str, Any]											=						[B'''\x37\x7A\xBC\xAF\x27\x1C''']



       @staticmethod
       def 		_lowerCamelCase			(		__SCREAMING_SNAKE_CASE							:     Union[Path, str]     ,		__SCREAMING_SNAKE_CASE							:     Union[Path, str]):


           '''simple docstring'''

           if not config.PY7ZR_AVAILABLE:
               raise ImportError('''Please pip install py7zr''')
           import pyazr

           os.makedirs(__SCREAMING_SNAKE_CASE     ,		exist_ok=__SCREAMING_SNAKE_CASE)
           with pyazr.SevenZipFile(__SCREAMING_SNAKE_CASE     ,		'''r''') as archive:
               archive.extractall(__SCREAMING_SNAKE_CASE)


class     _A       (	__UpperCAmelCase    ):
       UpperCamelCase__  :    int											=						[B'''\x04\x22\x4D\x18''']



       @staticmethod
       def 		_lowerCamelCase			(		__SCREAMING_SNAKE_CASE							:     Union[Path, str]     ,		__SCREAMING_SNAKE_CASE							:     Union[Path, str]):


           '''simple docstring'''

           if not config.LZ4_AVAILABLE:
               raise ImportError('''Please pip install lz4''')
           import lza.frame

           with lza.frame.open(__SCREAMING_SNAKE_CASE     ,		'''rb''') as compressed_file:
               with open(__SCREAMING_SNAKE_CASE     ,		'''wb''') as extracted_file:
                   shutil.copyfileobj(__SCREAMING_SNAKE_CASE     ,		__SCREAMING_SNAKE_CASE)


class     _A       :
       #  Put zip file to the last, b/c it is possible wrongly detected as zip (I guess it means: as tar or gzip)
       UpperCamelCase__  :    Dict[str, Type[BaseExtractor]]											=						{
           "tar": TarExtractor,
           "gzip": GzipExtractor,
           "zip": ZipExtractor,
           "xz": XzExtractor,
           "rar": RarExtractor,
           "zstd": ZstdExtractor,
           "bz2": BzipaExtractor,
           "7z": SevenZipExtractor,  # <Added version="2.4.0"/>
           "lz4": LzaExtractor,  # <Added version="2.4.0"/>
       }



       @classmethod
       def 		_lowerCamelCase			(		cls							:     int):


           '''simple docstring'''

           return max(
               len(__SCREAMING_SNAKE_CASE)
               for extractor in cls.extractors.values()
               if issubclass(__SCREAMING_SNAKE_CASE     ,		__SCREAMING_SNAKE_CASE)
               for extractor_magic_number in extractor.magic_numbers)



       @staticmethod
       def 		_lowerCamelCase			(		__SCREAMING_SNAKE_CASE							:     Union[Path, str]     ,		__SCREAMING_SNAKE_CASE							:     int):


           '''simple docstring'''

           try:
               return MagicNumberBaseExtractor.read_magic_number(__SCREAMING_SNAKE_CASE     ,		magic_number_length=__SCREAMING_SNAKE_CASE)
           except OSError:
               return b""



       @classmethod
       def 		_lowerCamelCase			(		cls							:     Optional[Any]     ,		__SCREAMING_SNAKE_CASE							:     Union[Path, str]     ,		__SCREAMING_SNAKE_CASE							:     bool = False):


           '''simple docstring'''

           warnings.warn(
               '''Method \'is_extractable\' was deprecated in version 2.4.0 and will be removed in 3.0.0. '''
               '''Use \'infer_extractor_format\' instead.'''     ,		category=__SCREAMING_SNAKE_CASE     ,		)
           __a						       =				cls.infer_extractor_format(__SCREAMING_SNAKE_CASE)
           if extractor_format:
               return True if not return_extractor else (True, cls.extractors[extractor_format])
           return False if not return_extractor else (False, None)



       @classmethod
       def 		_lowerCamelCase			(		cls							:     Any     ,		__SCREAMING_SNAKE_CASE							:     Union[Path, str]):  # <Added version="2.4.0"/>


           '''simple docstring'''

           __a						       =				cls._get_magic_number_max_length()
           __a						       =				cls._read_magic_number(__SCREAMING_SNAKE_CASE     ,		__SCREAMING_SNAKE_CASE)
           for extractor_format, extractor in cls.extractors.items():
               if extractor.is_extractable(__SCREAMING_SNAKE_CASE     ,		magic_number=__SCREAMING_SNAKE_CASE):
                   return extractor_format





       @classmethod
       def 		_lowerCamelCase			(		cls							:     List[str]     ,		__SCREAMING_SNAKE_CASE							:     Union[Path, str]     ,		__SCREAMING_SNAKE_CASE							:     Union[Path, str]     ,		__SCREAMING_SNAKE_CASE							:     Optional[str] = None     ,		__SCREAMING_SNAKE_CASE							:     Optional[BaseExtractor] = "deprecated"     ,		):


           '''simple docstring'''

           os.makedirs(os.path.dirname(__SCREAMING_SNAKE_CASE)     ,		exist_ok=__SCREAMING_SNAKE_CASE)
           # Prevent parallel extractions
           __a						       =				str(Path(__SCREAMING_SNAKE_CASE).with_suffix('''.lock'''))
           with FileLock(__SCREAMING_SNAKE_CASE):
               shutil.rmtree(__SCREAMING_SNAKE_CASE     ,		ignore_errors=__SCREAMING_SNAKE_CASE)
               if extractor_format or extractor != "deprecated":
                   if extractor != "deprecated" or not isinstance(__SCREAMING_SNAKE_CASE     ,		__SCREAMING_SNAKE_CASE):  # passed as positional arg
                       warnings.warn(
                           '''Parameter \'extractor\' was deprecated in version 2.4.0 and will be removed in 3.0.0. '''
                           '''Use \'extractor_format\' instead.'''     ,		category=__SCREAMING_SNAKE_CASE     ,		)
                       __a						       =				extractor if extractor != '''deprecated''' else extractor_format
                   else:
                       __a						       =				cls.extractors[extractor_format]
                   return extractor.extract(__SCREAMING_SNAKE_CASE     ,		__SCREAMING_SNAKE_CASE)
               else:
                   warnings.warn(
                       '''Parameter \'extractor_format\' was made required in version 2.4.0 and not passing it will raise an '''
                       '''exception in 3.0.0.'''     ,		category=__SCREAMING_SNAKE_CASE     ,		)
                   for extractor in cls.extractors.values():
                       if extractor.is_extractable(__SCREAMING_SNAKE_CASE):
                           return extractor.extract(__SCREAMING_SNAKE_CASE     ,		__SCREAMING_SNAKE_CASE)






import json
import os
import unittest
from typing import Tuple

from transformers import WavaVecaPhonemeCTCTokenizer
from transformers.models.wavaveca.tokenization_wavaveca import VOCAB_FILES_NAMES
from transformers.models.wavaveca_phoneme.tokenization_wavaveca_phoneme import WavaVecaPhonemeCTCTokenizerOutput
from transformers.testing_utils import require_phonemizer

from ...test_tokenization_common import TokenizerTesterMixin



@require_phonemizer
class 				a							(			__lowerCAmelCase       ,			unittest.TestCase       ):







 """simple docstring"""






 lowerCamelCase	:Dict    			=		WavaVecaPhonemeCTCTokenizer
 lowerCamelCase	:Optional[int]    			=		False



 def      UpperCAmelCase							(					self							)  ->					Optional[int]:
        super().setUp()

        _A        =  (
            """<s> <pad> </s> <unk> n s t ə l a i k d m ɛ ɾ e ɪ p o ɐ z ð f j v b ɹ ʁ ʊ iː r w ʌ u ɡ æ aɪ ʃ h ɔ ɑː """
            """ŋ ɚ eɪ β uː y ɑ̃ oʊ ᵻ eː θ aʊ ts oː ɔ̃ ɣ ɜ ɑ dʒ əl x ɜː ç ʒ tʃ ɔː ɑːɹ ɛ̃ ʎ ɔːɹ ʋ aː ɕ œ ø oːɹ ɲ yː """
            """ʔ iə i5 s. tɕ ?? nʲ ɛː œ̃ ɭ ɔø ʑ tʲ ɨ ɛɹ ts. rʲ ɪɹ ɭʲ i.5 ɔɪ q sʲ u5 ʊɹ iɜ a5 iɛ5 øː ʕ ja əɜ th ɑ5 """
            """oɪ dʲ ə5 tɕh ts.h mʲ ɯ dʑ vʲ e̞ tʃʲ ei5 o5 onɡ5 ɑu5 iɑ5 ai5 aɪɚ kh ə1 ʐ i2 ʉ ħ t[ aɪə ʲ ju ə2 u2 oɜ """
            """pː iɛɜ ou5 y5 uɜ tː uo5 d[ uoɜ tsh ɑɜ ɵ i̪5 uei5 ɟ aɜ ɑɨ i.ɜ eʊ o2 ɐ̃ ä pʲ kʲ n̩ ɒ ph ɑu2 uɨ əɪ ɫ ɬ """
            """yɜ bʲ ɑ2 s̪ aiɜ χ ɐ̃ʊ̃ 1 ə4 yæɜ a2 ɨː t̪ iouɜ ũ onɡɜ aɨ iɛ2 ɔɨ ɑuɜ o̞ ei2 iou2 c kː y2 ɖ oe dˤ yɛɜ """
            """əʊ S ɡʲ onɡ2 u\" eiɜ ʈ ɯᵝ iou5 dZ r̝̊ i.2 tS s^ ʝ yə5 iɑɜ uə5 pf ɨu iɑ2 ou2 ər2 fʲ ai2 r̝ uəɜ ɳ əɨ """
            """ua5 uɪ ɽ bː yu5 uo2 yɛ5 l̩ ɻ ərɜ ʂ i̪2 ouɜ uaɜ a. a.ː yæ5 dː r̩ ee ɪu ər5 i̪ ɜ æi u: i.ː t^ o1 ɪ^ """
            """ai ueiɜ æː ɛɪ eə i. ɴ ie ua2 ɑ1 o4 tʃː o: ɑ: u1 N i̪1 au yæ2 u. qː yəɜ y: kʰ tʃʰ iʊ sx õ uo tʰ """
            """uai5 bʰ u.ː uə2 ʊə d^ s̪ː yiɜ dʰ r. oe: i1 ɟː yu2 nʲʲ i̪4 uei2 tsʲ ɸ ĩ ɑ4 t̪ː eɑ u4 e: tsː ʈʰ ɡʰ """
            """ɯɯ dʒʲ ʂʲ X ɵː uaiɜ tɕʲ ã t^ː ẽː yɛ2 cː i.1 ɛʊ dˤdˤ dʒː i4 ɡː yi ɕʲ ɟʰ pʰ dʑʲ yuɜ ua1 ua4 æiː ɐɐ """
            """ui iou1 ʊː a1 iou4 cʰ iɛ1 yə2 ɖʰ ẽ ʒʲ ää ər4 iːː ɪː iɑ1 ər1 œː øi ɪuː cʰcʰ əː1 iː1 ũ kʰː o̞o̞ xʲ """
            """ou1 iɛ4 e̞e̞ y1 dzː dʲʲ dʰː ɯᵝɯᵝ lː uo1 i.4 i: yɛ5ʲ a4"""
        ).split(""" """							)
        _A        =  dict(zip(lowerCAmelCase_		,				range(len(lowerCAmelCase_							)							)							)							)

        _A        =  {"""pad_token""": """<pad>""", """unk_token""": """<unk>""", """bos_token""": """<s>""", """eos_token""": """</s>"""}

        _A        =  os.path.join(self.tmpdirname		,				VOCAB_FILES_NAMES["""vocab_file"""]							)
        with open(self.vocab_file		,				"""w"""		,				encoding="""utf-8"""							) as fp:
               fp.write(json.dumps(lowerCAmelCase_							) + """\n"""							)



 def      UpperCAmelCase							(					self		,				lowerCAmelCase_		,				lowerCAmelCase_=False		,				lowerCAmelCase_=20		,				lowerCAmelCase_=5							)  ->					Tuple[str, list]:
        _A        =  [(i, tokenizer.decode([i]		,				clean_up_tokenization_spaces=lowerCAmelCase_							)) for i in range(len(lowerCAmelCase_							)							)]
        _A        =  list(filter(lambda lowerCAmelCase_							: [t[0]] == tokenizer.encode(t[1]		,				do_phonemize=lowerCAmelCase_							)		,				lowerCAmelCase_							)							)
        if max_length is not None and len(lowerCAmelCase_							) > max_length:
               _A        =  toks[:max_length]
        if min_length is not None and len(lowerCAmelCase_							) < min_length and len(lowerCAmelCase_							) > 0:
               while len(lowerCAmelCase_							) < min_length:
                      _A        =  toks + toks
        # toks_str = [t[1] for t in toks]
        _A        =  [t[0] for t in toks]

        # Ensure consistency
        _A        =  tokenizer.decode(lowerCAmelCase_		,				clean_up_tokenization_spaces=lowerCAmelCase_							)
        if " " not in output_txt and len(lowerCAmelCase_							) > 1:
               _A        =  (
                   tokenizer.decode([toks_ids[0]]		,				clean_up_tokenization_spaces=lowerCAmelCase_							)
                   + """ """
                   + tokenizer.decode(toks_ids[1:]		,				clean_up_tokenization_spaces=lowerCAmelCase_							)
               )
        if with_prefix_space:
               _A        =  """ """ + output_txt
        _A        =  tokenizer.encode(lowerCAmelCase_		,				add_special_tokens=lowerCAmelCase_							)
        return output_txt, output_ids



 def      UpperCAmelCase							(					self		,				**lowerCAmelCase_							)  ->					Any:
        kwargs.update(self.special_tokens_map							)
        return WavaVecaPhonemeCTCTokenizer.from_pretrained(self.tmpdirname		,				**lowerCAmelCase_							)



 def      UpperCAmelCase							(					self							)  ->					List[str]:
        _A        =  self.tokenizer_class.from_pretrained("""facebook/wav2vec2-lv-60-espeak-cv-ft"""							)

        # check adding a single token
        tokenizer.add_tokens("""xxx"""							)
        _A        =  tokenizer("""m xxx ɪ"""		,				do_phonemize=lowerCAmelCase_							).input_ids
        self.assertEqual(lowerCAmelCase_		,				[13, 3_92, 17]							)  # xxx should be last token

        tokenizer.add_tokens(["""aaa""", """bbb""", """ccc"""]							)
        _A        =  tokenizer("""m aaa ɪ ccc"""		,				do_phonemize=lowerCAmelCase_							).input_ids
        self.assertEqual(lowerCAmelCase_		,				[13, 3_93, 17, 3_95]							)  # aaa and ccc should be after xxx and 2 after aaa

        _A        =  tokenizer("""maɪ c"""		,				do_phonemize=lowerCAmelCase_							).input_ids
        self.assertEqual(lowerCAmelCase_		,				[3, 2_00]							)  # mai should be <unk> (=3)



 def      UpperCAmelCase							(					self							)  ->					int:
        _A        =  self.tokenizer_class.from_pretrained("""facebook/wav2vec2-lv-60-espeak-cv-ft"""							)

        _A        =  """Hello how are you"""
        _A        =  tokenizer.phonemize(lowerCAmelCase_		,				phonemizer_lang="""en-us"""							)
        self.assertEqual(lowerCAmelCase_		,				"""h ə l oʊ h aʊ ɑːɹ j uː"""							)



 def      UpperCAmelCase							(					self							)  ->					List[str]:
        _A        =  self.tokenizer_class.from_pretrained("""facebook/wav2vec2-lv-60-espeak-cv-ft"""							)

        _A        =  """Hello how are you"""
        _A        =  tokenizer.phonemize(lowerCAmelCase_		,				phonemizer_lang="""en-us"""							)
        self.assertEqual(tokenizer(lowerCAmelCase_							).input_ids		,				tokenizer(lowerCAmelCase_		,				do_phonemize=lowerCAmelCase_							).input_ids							)



 def      UpperCAmelCase							(					self							)  ->					List[str]:
        _A        =  self.tokenizer_class.from_pretrained("""facebook/wav2vec2-lv-60-espeak-cv-ft"""							)
        _A        =  """Hello how are you"""
        _A        =  tokenizer.phonemize(lowerCAmelCase_		,				phonemizer_lang="""en-us"""							)

        _A        =  tokenizer.decode(tokenizer(lowerCAmelCase_							).input_ids							)

        self.assertEqual(lowerCAmelCase_		,				lowerCAmelCase_							)



 def      UpperCAmelCase							(					self							)  ->					Tuple:
        _A        =  self.tokenizer_class.from_pretrained("""facebook/wav2vec2-lv-60-espeak-cv-ft"""							)

        _A        =  [
            [11, 5, 15, tokenizer.pad_token_id, 15, 8, 98],
            [24, 22, 5, 24, 22, 5, 77],
        ]
        _A        =  tokenizer.decode(sample_ids[0]							)
        _A        =  tokenizer.batch_decode(lowerCAmelCase_							)
        self.assertEqual(lowerCAmelCase_		,				batch_tokens[0]							)
        self.assertEqual(lowerCAmelCase_		,				["""k s ɾ ɾ l ɭʲ""", """j ð s j ð s oːɹ"""]							)



 def      UpperCAmelCase							(					self							)  ->					str:
        _A        =  self.tokenizer_class.from_pretrained(
            """facebook/wav2vec2-lv-60-espeak-cv-ft"""		,				word_delimiter_token="""|"""							)
        tokenizer.add_tokens("""|"""							)

        _A        =  """Hello how are you"""
        _A        =  tokenizer.phonemize(lowerCAmelCase_		,				phonemizer_lang="""en-us"""							)
        self.assertEqual(lowerCAmelCase_		,				"""h ə l oʊ | h aʊ | ɑːɹ | j uː |"""							)



 def      UpperCAmelCase							(					self							)  ->					Tuple:
        _A        =  self.tokenizer_class.from_pretrained(
            """facebook/wav2vec2-lv-60-espeak-cv-ft"""		,				word_delimiter_token="""|"""							)
        tokenizer.add_tokens("""|"""							)

        _A        =  """Hello how are you"""
        _A        =  tokenizer.phonemize(lowerCAmelCase_		,				phonemizer_lang="""en-us"""							)
        self.assertEqual(tokenizer(lowerCAmelCase_							).input_ids		,				tokenizer(lowerCAmelCase_		,				do_phonemize=lowerCAmelCase_							).input_ids							)



 def      UpperCAmelCase							(					self							)  ->					List[Any]:
        _A        =  self.tokenizer_class.from_pretrained(
            """facebook/wav2vec2-lv-60-espeak-cv-ft"""		,				word_delimiter_token="""|"""							)
        tokenizer.add_tokens("""|"""							)

        # fmt: off
        _A        =  [
            [11, 5, 15, tokenizer.pad_token_id, tokenizer.word_delimiter_token_id, 15, 8, tokenizer.word_delimiter_token_id, 98],
            [tokenizer.word_delimiter_token_id, 24, 22, tokenizer.word_delimiter_token_id, 5, 24, 22, 5, 77],
        ]
        # fmt: on

        # decode with word_del_token filter
        _A        =  tokenizer.decode(sample_ids[0]							)
        _A        =  tokenizer.batch_decode(lowerCAmelCase_							)
        self.assertEqual(lowerCAmelCase_		,				batch_tokens[0]							)
        self.assertEqual(lowerCAmelCase_		,				["""k s ɾ ɾ l ɭʲ""", """j ð s j ð s oːɹ"""]							)

        # decode with no word_del_token filter
        _A        =  tokenizer.decode(sample_ids[0]		,				filter_word_delimiter_token=lowerCAmelCase_							)
        _A        =  tokenizer.batch_decode(lowerCAmelCase_		,				filter_word_delimiter_token=lowerCAmelCase_							)
        self.assertEqual(lowerCAmelCase_		,				batch_tokens[0]							)
        self.assertEqual(lowerCAmelCase_		,				["""k s ɾ | ɾ l | ɭʲ""", """| j ð | s j ð s oːɹ"""]							)



 def      UpperCAmelCase							(					self							)  ->					Dict:
        _A        =  self.tokenizer_class.from_pretrained(
            """facebook/wav2vec2-lv-60-espeak-cv-ft"""		,				word_delimiter_token="""|"""							)
        tokenizer.add_tokens("""|"""							)

        _A        =  """Hello how are you"""
        _A        =  tokenizer.phonemize(lowerCAmelCase_		,				phonemizer_lang="""en-us"""							)

        _A        =  tokenizer.decode(tokenizer(lowerCAmelCase_							).input_ids		,				filter_word_delimiter_token=lowerCAmelCase_							)

        self.assertEqual(lowerCAmelCase_		,				lowerCAmelCase_							)



 def      UpperCAmelCase							(					self							)  ->					Tuple:
        _A        =  self.tokenizer_class.from_pretrained(
            """facebook/wav2vec2-lv-60-espeak-cv-ft"""		,				word_delimiter_token="""|"""							)
        tokenizer.add_tokens("""|"""							)

        _A        =  """Hello how are you"""
        _A        =  tokenizer.phonemize(lowerCAmelCase_		,				phonemizer_lang="""en-us"""							)

        _A        =  tokenizer.decode(tokenizer(lowerCAmelCase_							).input_ids		,				filter_word_delimiter_token=lowerCAmelCase_							)

        self.assertEqual(""" """.join([p.strip() for p in phonemes.split(""" |"""							)]							).strip()		,				lowerCAmelCase_							)



 def      UpperCAmelCase							(					self							)  ->					Tuple:
        _A        =  self.tokenizer_class.from_pretrained(
            """facebook/wav2vec2-lv-60-espeak-cv-ft"""		,				word_delimiter_token=lowerCAmelCase_							)
        _A        =  """Hello how are you"""

        _A        =  tokenizer(lowerCAmelCase_		,				phonemizer_lang="""en-us"""							).input_ids
        _A        =  tokenizer(lowerCAmelCase_		,				phonemizer_lang="""fr-fr"""							).input_ids

        self.assertNotEqual(lowerCAmelCase_		,				lowerCAmelCase_							)

        _A        =  tokenizer.decode(lowerCAmelCase_							)
        _A        =  tokenizer.decode(lowerCAmelCase_							)

        self.assertEqual(lowerCAmelCase_		,				"""h ə l oʊ h aʊ ɑːɹ j uː"""							)
        self.assertEqual(lowerCAmelCase_		,				"""ɛ l o h aʊ a ʁ j u"""							)



 def      UpperCAmelCase							(					self							)  ->					Any:
        _A        =  self.tokenizer_class.from_pretrained("""facebook/wav2vec2-lv-60-espeak-cv-ft"""							)
        _A        =  """Hello how Are you"""
        _A        =  """hello how are you"""

        _A        =  tokenizer(lowerCAmelCase_							).input_ids
        _A        =  tokenizer(lowerCAmelCase_							).input_ids

        self.assertEqual(lowerCAmelCase_		,				lowerCAmelCase_							)



 def      UpperCAmelCase							(					self							)  ->					List[str]:
        _A        =  self.tokenizer_class.from_pretrained("""facebook/wav2vec2-lv-60-espeak-cv-ft"""							)
        tokenizer.add_tokens(["""!""", """?"""]							)
        tokenizer.add_special_tokens({"""cls_token""": """$$$"""}							)

        # fmt: off
        _A        =  [
            [11, 5, 15, tokenizer.pad_token_id, 15, 8, 98, 3_92, 3_92, 3_93, 3_92, 3_92, 3_93, 3_94, 3_94],
            [24, 22, 5, 24, 22, 5, 77, tokenizer.pad_token_id, 3_94, 3_94],
        ]
        # fmt: on

        _A        =  tokenizer.batch_decode(lowerCAmelCase_							)
        self.assertEqual(lowerCAmelCase_		,				["""k s ɾ ɾ l ɭʲ!?!? $$$""", """j ð s j ð s oːɹ $$$"""]							)



 @staticmethod
 def      UpperCAmelCase							(					lowerCAmelCase_		,				lowerCAmelCase_							)  ->					List[str]:
        _A        =  [d[key] for d in offsets]
        return retrieved_list



 def      UpperCAmelCase							(					self							)  ->					Tuple:
        _A        =  self.get_tokenizer(word_delimiter_token="""|"""							)
        tokenizer.add_tokens("""|"""							)

        # fmt: off
        # ksssɾɾ|ɾɾ<pad>ɾɾ|<pad>ɾlll|ɭʲ -> k s ɾ ɾ | ɾ l | ɭʲ"
        _A        =  [11, 5, 5, 5, 15, 15, tokenizer.pad_token_id, 15, 15, tokenizer.word_delimiter_token_id, tokenizer.pad_token_id, 15, 8, 8, 8, tokenizer.word_delimiter_token_id, 98]
        # fmt: on

        _A        =  tokenizer.decode(lowerCAmelCase_		,				output_char_offsets=lowerCAmelCase_		,				filter_word_delimiter_token=lowerCAmelCase_							)
        # check Wav2Vec2CTCTokenizerOutput keys for char
        self.assertEqual(len(outputs.keys()							)		,				2							)
        self.assertTrue("""text""" in outputs							)
        self.assertTrue("""char_offsets""" in outputs							)
        self.assertTrue(isinstance(lowerCAmelCase_		,				lowerCAmelCase_							)							)

        # check that order of chars is correct and identical for both outputs
        self.assertEqual(""" """.join(self.get_from_offsets(outputs["""char_offsets"""]		,				"""char"""							)							)		,				outputs.text							)
        self.assertListEqual(
            self.get_from_offsets(outputs["""char_offsets"""]		,				"""char"""							)		,				["""k""", """s""", """ɾ""", """ɾ""", """|""", """ɾ""", """l""", """|""", """ɭʲ"""]							)

        # check that offsets are actually correct for char
        # 0-1 is 11, 1-4 is 5, 4-6 is first 15, 6-7 is <pad> (thus not shown), 7-9 is second 15, 9-10 is word_delimiter_token,
        # 10-11 is <pad> (thus not shown), 11-12 is third 15, 12-15 is 8, 15-16 is word_delimiter_token, 16-17 is 98
        self.assertListEqual(
            self.get_from_offsets(outputs["""char_offsets"""]		,				"""start_offset"""							)		,				[0, 1, 4, 7, 9, 11, 12, 15, 16]							)
        self.assertListEqual(
            self.get_from_offsets(outputs["""char_offsets"""]		,				"""end_offset"""							)		,				[1, 4, 6, 9, 10, 12, 15, 16, 17]							)



 def      UpperCAmelCase							(					self							)  ->					Optional[int]:
        _A        =  self.get_tokenizer(word_delimiter_token="""|"""							)

        def check_list_tuples_equal(lowerCAmelCase_		,				lowerCAmelCase_							):
               self.assertTrue(isinstance(lowerCAmelCase_		,				lowerCAmelCase_							)							)
               self.assertTrue(isinstance(outputs_list[0]		,				lowerCAmelCase_							)							)

               # transform list to ModelOutput
               _A        =  WavaVecaPhonemeCTCTokenizerOutput(
                   {k: [d[k] for d in outputs_list] for k in outputs_list[0]}							)

               self.assertListEqual(outputs_batch["""text"""]		,				outputs_batch_a["""text"""]							)

               def recursive_check(lowerCAmelCase_		,				lowerCAmelCase_							):
                      if isinstance(lowerCAmelCase_		,				lowerCAmelCase_							):
                             [recursive_check(lowerCAmelCase_		,				lowerCAmelCase_							) for la, la in zip(lowerCAmelCase_		,				lowerCAmelCase_							)]
                      self.assertEqual(lowerCAmelCase_		,				lowerCAmelCase_							)

               if "char_offsets" in outputs_batch:
                      recursive_check(outputs_batch["""char_offsets"""]		,				outputs_batch_a["""char_offsets"""]							)

        # fmt: off
        _A        =  [
            [11, 5, 15, tokenizer.pad_token_id, 15, 4, 8, 98, 32, 32, 32, 32, 4, 33, tokenizer.word_delimiter_token_id, 32, 32, 33, 34, 34],
            [24, 22, 5, tokenizer.word_delimiter_token_id, tokenizer.word_delimiter_token_id, 24, 22, 22, 22, 4, 5, 77, tokenizer.pad_token_id, 22, 22, 4, 34, 34, 34, 34],
        ]
        # fmt: on

        # We assume that `decode` works as expected. All we will check now is
        # the output type is correct and the output is identical to `decode`

        # char
        _A        =  tokenizer.batch_decode(lowerCAmelCase_		,				output_char_offsets=lowerCAmelCase_							)
        _A        =  [tokenizer.decode(lowerCAmelCase_		,				output_char_offsets=lowerCAmelCase_							) for ids in sample_ids]
        check_list_tuples_equal(lowerCAmelCase_		,				lowerCAmelCase_							)



 @unittest.skip("""Wav2Vec2PhonemeTokenizer always lower cases letters to correctly map to phonemes"""							)
 def      UpperCAmelCase							(					self							)  ->					int:
        pass



 @unittest.skip("""Wav2Vec2PhonemeTokenizer always puts spaces between phonemes"""							)
 def      UpperCAmelCase							(					self							)  ->					List[str]:
        pass



 @unittest.skip("""encodes to text to ids, but decodes ids to phonemes -> not possible to have internal consistency"""							)
 def      UpperCAmelCase							(					self							)  ->					List[Any]:
        pass



 @unittest.skip("""Wav2Vec2PhonemeModel has no max model length => no testing"""							)
 def      UpperCAmelCase							(					self							)  ->					Optional[int]:
        pass



 def      UpperCAmelCase							(					self							)  ->					List[Any]:
        _A        =  self.get_tokenizers(do_lower_case=lowerCAmelCase_							)
        for tokenizer in tokenizers:
               with self.subTest(F'''{tokenizer.__class__.__name__}'''							):
                      _A        =  tokenizer.vocab_size
                      _A        =  len(lowerCAmelCase_							)

                      self.assertNotEqual(lowerCAmelCase_		,				0							)

                      # We usually have added tokens from the start in tests because our vocab fixtures are
                      # smaller than the original vocabs - let's not assert this
                      # self.assertEqual(vocab_size, all_size)

                      _A        =  ["""aaaaa bbbbbb""", """cccccccccdddddddd"""]
                      _A        =  tokenizer.add_tokens(lowerCAmelCase_							)
                      _A        =  tokenizer.vocab_size
                      _A        =  len(lowerCAmelCase_							)

                      self.assertNotEqual(lowerCAmelCase_		,				0							)
                      self.assertEqual(lowerCAmelCase_		,				lowerCAmelCase_							)
                      self.assertEqual(lowerCAmelCase_		,				len(lowerCAmelCase_							)							)
                      self.assertEqual(lowerCAmelCase_		,				all_size + len(lowerCAmelCase_							)							)

                      _A        =  tokenizer.encode("""aaaaa bbbbbb low cccccccccdddddddd l"""		,				add_special_tokens=lowerCAmelCase_							)

                      self.assertGreaterEqual(len(lowerCAmelCase_							)		,				4							)
                      self.assertGreater(tokens[0]		,				tokenizer.vocab_size - 1							)
                      self.assertGreater(tokens[-3]		,				tokenizer.vocab_size - 1							)

                      _A        =  {"""eos_token""": """>>>>|||<||<<|<<""", """pad_token""": """<<<<<|||>|>>>>|>"""}
                      _A        =  tokenizer.add_special_tokens(lowerCAmelCase_							)
                      _A        =  tokenizer.vocab_size
                      _A        =  len(lowerCAmelCase_							)

                      self.assertNotEqual(lowerCAmelCase_		,				0							)
                      self.assertEqual(lowerCAmelCase_		,				lowerCAmelCase_							)
                      self.assertEqual(lowerCAmelCase_		,				len(lowerCAmelCase_							)							)
                      self.assertEqual(lowerCAmelCase_		,				all_size_a + len(lowerCAmelCase_							)							)

                      _A        =  tokenizer.encode(
                          """>>>>|||<||<<|<< aaaaabbbbbb low cccccccccdddddddd <<<<<|||>|>>>>|> l"""		,				add_special_tokens=lowerCAmelCase_							)

                      self.assertGreaterEqual(len(lowerCAmelCase_							)		,				6							)
                      self.assertGreater(tokens[0]		,				tokenizer.vocab_size - 1							)
                      self.assertGreater(tokens[0]		,				tokens[1]							)
                      self.assertGreater(tokens[-3]		,				tokenizer.vocab_size - 1							)
                      self.assertGreater(tokens[-3]		,				tokens[-4]							)
                      self.assertEqual(tokens[0]		,				tokenizer.eos_token_id							)
                      self.assertEqual(tokens[-3]		,				tokenizer.pad_token_id							)



 @unittest.skip("""The tokenizer shouldn't be used to encode input IDs (except for labels), only to decode."""							)
 def      UpperCAmelCase							(					self							)  ->					List[Any]:
        pass



 @unittest.skip("""The tokenizer shouldn't be used to encode input IDs (except for labels), only to decode."""							)
 def      UpperCAmelCase							(					self							)  ->					Union[str, Any]:
        pass



 def      UpperCAmelCase							(					self							)  ->					str:
        # The default common tokenizer tests assumes that the output of `convert_tokens_to_string` is a string which
        # is not the case for Wav2Vec2PhonemeCTCTokenizer.
        _A        =  self.get_tokenizers(fast=lowerCAmelCase_		,				do_lower_case=lowerCAmelCase_							)
        for tokenizer in tokenizers:
               with self.subTest(F'''{tokenizer.__class__.__name__}'''							):
                      _A        =  ["""ð""", """ɪ""", """s""", """ɪ""", """z""", """ɐ""", """t""", """ɛ""", """k""", """s""", """t"""]
                      _A        =  tokenizer.convert_tokens_to_string(lowerCAmelCase_							)

                      self.assertIsInstance(output["""text"""]		,				lowerCAmelCase_							)




