


'''simple docstring'''







from ..models.auto import AutoModelForSeqaSeqLM, AutoTokenizer
from .base import PipelineTool


lowerCAmelCase     :  Dict											=    {
    """Acehnese Arabic""": """ace_Arab""",
    """Acehnese Latin""": """ace_Latn""",
    """Mesopotamian Arabic""": """acm_Arab""",
    """Ta'izzi-Adeni Arabic""": """acq_Arab""",
    """Tunisian Arabic""": """aeb_Arab""",
    """Afrikaans""": """afr_Latn""",
    """South Levantine Arabic""": """ajp_Arab""",
    """Akan""": """aka_Latn""",
    """Amharic""": """amh_Ethi""",
    """North Levantine Arabic""": """apc_Arab""",
    """Modern Standard Arabic""": """arb_Arab""",
    """Modern Standard Arabic Romanized""": """arb_Latn""",
    """Najdi Arabic""": """ars_Arab""",
    """Moroccan Arabic""": """ary_Arab""",
    """Egyptian Arabic""": """arz_Arab""",
    """Assamese""": """asm_Beng""",
    """Asturian""": """ast_Latn""",
    """Awadhi""": """awa_Deva""",
    """Central Aymara""": """ayr_Latn""",
    """South Azerbaijani""": """azb_Arab""",
    """North Azerbaijani""": """azj_Latn""",
    """Bashkir""": """bak_Cyrl""",
    """Bambara""": """bam_Latn""",
    """Balinese""": """ban_Latn""",
    """Belarusian""": """bel_Cyrl""",
    """Bemba""": """bem_Latn""",
    """Bengali""": """ben_Beng""",
    """Bhojpuri""": """bho_Deva""",
    """Banjar Arabic""": """bjn_Arab""",
    """Banjar Latin""": """bjn_Latn""",
    """Standard Tibetan""": """bod_Tibt""",
    """Bosnian""": """bos_Latn""",
    """Buginese""": """bug_Latn""",
    """Bulgarian""": """bul_Cyrl""",
    """Catalan""": """cat_Latn""",
    """Cebuano""": """ceb_Latn""",
    """Czech""": """ces_Latn""",
    """Chokwe""": """cjk_Latn""",
    """Central Kurdish""": """ckb_Arab""",
    """Crimean Tatar""": """crh_Latn""",
    """Welsh""": """cym_Latn""",
    """Danish""": """dan_Latn""",
    """German""": """deu_Latn""",
    """Southwestern Dinka""": """dik_Latn""",
    """Dyula""": """dyu_Latn""",
    """Dzongkha""": """dzo_Tibt""",
    """Greek""": """ell_Grek""",
    """English""": """eng_Latn""",
    """Esperanto""": """epo_Latn""",
    """Estonian""": """est_Latn""",
    """Basque""": """eus_Latn""",
    """Ewe""": """ewe_Latn""",
    """Faroese""": """fao_Latn""",
    """Fijian""": """fij_Latn""",
    """Finnish""": """fin_Latn""",
    """Fon""": """fon_Latn""",
    """French""": """fra_Latn""",
    """Friulian""": """fur_Latn""",
    """Nigerian Fulfulde""": """fuv_Latn""",
    """Scottish Gaelic""": """gla_Latn""",
    """Irish""": """gle_Latn""",
    """Galician""": """glg_Latn""",
    """Guarani""": """grn_Latn""",
    """Gujarati""": """guj_Gujr""",
    """Haitian Creole""": """hat_Latn""",
    """Hausa""": """hau_Latn""",
    """Hebrew""": """heb_Hebr""",
    """Hindi""": """hin_Deva""",
    """Chhattisgarhi""": """hne_Deva""",
    """Croatian""": """hrv_Latn""",
    """Hungarian""": """hun_Latn""",
    """Armenian""": """hye_Armn""",
    """Igbo""": """ibo_Latn""",
    """Ilocano""": """ilo_Latn""",
    """Indonesian""": """ind_Latn""",
    """Icelandic""": """isl_Latn""",
    """Italian""": """ita_Latn""",
    """Javanese""": """jav_Latn""",
    """Japanese""": """jpn_Jpan""",
    """Kabyle""": """kab_Latn""",
    """Jingpho""": """kac_Latn""",
    """Kamba""": """kam_Latn""",
    """Kannada""": """kan_Knda""",
    """Kashmiri Arabic""": """kas_Arab""",
    """Kashmiri Devanagari""": """kas_Deva""",
    """Georgian""": """kat_Geor""",
    """Central Kanuri Arabic""": """knc_Arab""",
    """Central Kanuri Latin""": """knc_Latn""",
    """Kazakh""": """kaz_Cyrl""",
    """Kabiyè""": """kbp_Latn""",
    """Kabuverdianu""": """kea_Latn""",
    """Khmer""": """khm_Khmr""",
    """Kikuyu""": """kik_Latn""",
    """Kinyarwanda""": """kin_Latn""",
    """Kyrgyz""": """kir_Cyrl""",
    """Kimbundu""": """kmb_Latn""",
    """Northern Kurdish""": """kmr_Latn""",
    """Kikongo""": """kon_Latn""",
    """Korean""": """kor_Hang""",
    """Lao""": """lao_Laoo""",
    """Ligurian""": """lij_Latn""",
    """Limburgish""": """lim_Latn""",
    """Lingala""": """lin_Latn""",
    """Lithuanian""": """lit_Latn""",
    """Lombard""": """lmo_Latn""",
    """Latgalian""": """ltg_Latn""",
    """Luxembourgish""": """ltz_Latn""",
    """Luba-Kasai""": """lua_Latn""",
    """Ganda""": """lug_Latn""",
    """Luo""": """luo_Latn""",
    """Mizo""": """lus_Latn""",
    """Standard Latvian""": """lvs_Latn""",
    """Magahi""": """mag_Deva""",
    """Maithili""": """mai_Deva""",
    """Malayalam""": """mal_Mlym""",
    """Marathi""": """mar_Deva""",
    """Minangkabau Arabic """: """min_Arab""",
    """Minangkabau Latin""": """min_Latn""",
    """Macedonian""": """mkd_Cyrl""",
    """Plateau Malagasy""": """plt_Latn""",
    """Maltese""": """mlt_Latn""",
    """Meitei Bengali""": """mni_Beng""",
    """Halh Mongolian""": """khk_Cyrl""",
    """Mossi""": """mos_Latn""",
    """Maori""": """mri_Latn""",
    """Burmese""": """mya_Mymr""",
    """Dutch""": """nld_Latn""",
    """Norwegian Nynorsk""": """nno_Latn""",
    """Norwegian Bokmål""": """nob_Latn""",
    """Nepali""": """npi_Deva""",
    """Northern Sotho""": """nso_Latn""",
    """Nuer""": """nus_Latn""",
    """Nyanja""": """nya_Latn""",
    """Occitan""": """oci_Latn""",
    """West Central Oromo""": """gaz_Latn""",
    """Odia""": """ory_Orya""",
    """Pangasinan""": """pag_Latn""",
    """Eastern Panjabi""": """pan_Guru""",
    """Papiamento""": """pap_Latn""",
    """Western Persian""": """pes_Arab""",
    """Polish""": """pol_Latn""",
    """Portuguese""": """por_Latn""",
    """Dari""": """prs_Arab""",
    """Southern Pashto""": """pbt_Arab""",
    """Ayacucho Quechua""": """quy_Latn""",
    """Romanian""": """ron_Latn""",
    """Rundi""": """run_Latn""",
    """Russian""": """rus_Cyrl""",
    """Sango""": """sag_Latn""",
    """Sanskrit""": """san_Deva""",
    """Santali""": """sat_Olck""",
    """Sicilian""": """scn_Latn""",
    """Shan""": """shn_Mymr""",
    """Sinhala""": """sin_Sinh""",
    """Slovak""": """slk_Latn""",
    """Slovenian""": """slv_Latn""",
    """Samoan""": """smo_Latn""",
    """Shona""": """sna_Latn""",
    """Sindhi""": """snd_Arab""",
    """Somali""": """som_Latn""",
    """Southern Sotho""": """sot_Latn""",
    """Spanish""": """spa_Latn""",
    """Tosk Albanian""": """als_Latn""",
    """Sardinian""": """srd_Latn""",
    """Serbian""": """srp_Cyrl""",
    """Swati""": """ssw_Latn""",
    """Sundanese""": """sun_Latn""",
    """Swedish""": """swe_Latn""",
    """Swahili""": """swh_Latn""",
    """Silesian""": """szl_Latn""",
    """Tamil""": """tam_Taml""",
    """Tatar""": """tat_Cyrl""",
    """Telugu""": """tel_Telu""",
    """Tajik""": """tgk_Cyrl""",
    """Tagalog""": """tgl_Latn""",
    """Thai""": """tha_Thai""",
    """Tigrinya""": """tir_Ethi""",
    """Tamasheq Latin""": """taq_Latn""",
    """Tamasheq Tifinagh""": """taq_Tfng""",
    """Tok Pisin""": """tpi_Latn""",
    """Tswana""": """tsn_Latn""",
    """Tsonga""": """tso_Latn""",
    """Turkmen""": """tuk_Latn""",
    """Tumbuka""": """tum_Latn""",
    """Turkish""": """tur_Latn""",
    """Twi""": """twi_Latn""",
    """Central Atlas Tamazight""": """tzm_Tfng""",
    """Uyghur""": """uig_Arab""",
    """Ukrainian""": """ukr_Cyrl""",
    """Umbundu""": """umb_Latn""",
    """Urdu""": """urd_Arab""",
    """Northern Uzbek""": """uzn_Latn""",
    """Venetian""": """vec_Latn""",
    """Vietnamese""": """vie_Latn""",
    """Waray""": """war_Latn""",
    """Wolof""": """wol_Latn""",
    """Xhosa""": """xho_Latn""",
    """Eastern Yiddish""": """ydd_Hebr""",
    """Yoruba""": """yor_Latn""",
    """Yue Chinese""": """yue_Hant""",
    """Chinese Simplified""": """zho_Hans""",
    """Chinese Traditional""": """zho_Hant""",
    """Standard Malay""": """zsm_Latn""",
    """Zulu""": """zul_Latn""",
}
class 						UpperCamelCase__       (			SCREAMING_SNAKE_CASE_						):



     """simple docstring"""






     __magic_name__           =     "facebook/nllb-200-distilled-600M"
     __magic_name__           =     (
         "This is a tool that translates text from a language to another. It takes three inputs: `text`, which should "
         "be the text to translate, `src_lang`, which should be the language of the text to translate and `tgt_lang`, "
         "which should be the language for the desired ouput language. Both `src_lang` and `tgt_lang` are written in "
         "plain English, such as 'Romanian', or 'Albanian'. It returns the text translated in `tgt_lang`."
     )
     __magic_name__           =     "translator"
     __magic_name__           =     AutoTokenizer
     __magic_name__           =     AutoModelForSeqaSeqLM
     __magic_name__           =     LANGUAGE_CODES

     __magic_name__           =     ["text", "text", "text"]
     __magic_name__           =     ["text"]







     def a						(			self   ,						snake_case__   ,						snake_case__   ,						snake_case__ ):

            '''simple docstring'''

            if src_lang not in self.lang_to_code:
                   raise ValueError(F'{src_lang} is not a supported language.' )
            if tgt_lang not in self.lang_to_code:
                   raise ValueError(F'{tgt_lang} is not a supported language.' )
            _lowerCAmelCase     :				List[Any]       =							self.lang_to_code[src_lang]
            _lowerCAmelCase     :				Any       =							self.lang_to_code[tgt_lang]
            return self.pre_processor._build_translation_inputs(
                UpperCAmelCase_   ,						return_tensors='pt'   ,						src_lang=UpperCAmelCase_   ,						tgt_lang=UpperCAmelCase_ )







     def a						(			self   ,						snake_case__ ):

            '''simple docstring'''

            return self.model.generate(**UpperCAmelCase_ )







     def a						(			self   ,						snake_case__ ):

            '''simple docstring'''

            return self.post_processor.decode(outputs[0].tolist()   ,						skip_special_tokens=UpperCAmelCase_ )






'''simple docstring'''





import logging
import os
import threading
import time


try:
 import warnings
except ImportError:
 SCREAMING_SNAKE_CASE__          =  None

try:
 import msvcrt
except ImportError:
 SCREAMING_SNAKE_CASE__          =  None

try:
 import fcntl
except ImportError:
 SCREAMING_SNAKE_CASE__          =  None


# Backward compatibility
# ------------------------------------------------
try:
 TimeoutError
except NameError:
 SCREAMING_SNAKE_CASE__          =  OSError


# Data
# ------------------------------------------------
SCREAMING_SNAKE_CASE__          =  [
    "Timeout",
    "BaseFileLock",
    "WindowsFileLock",
    "UnixFileLock",
    "SoftFileLock",
    "FileLock",
]

SCREAMING_SNAKE_CASE__          =  "3.0.12"


SCREAMING_SNAKE_CASE__          =  None




def 							lowerCamelCase	(					):





    '''simple docstring'''


    global _logger
    lowercase__									=    _logger or logging.getLogger(__name__							)
    return _logger


class 					snake_case			(UpperCamelCase ):



       def __init__(					self  ,UpperCAmelCase_   )	->				int:
           lowercase__									=    lock_file
           return None







       def __str__(					self   )	->				Union[str, Any]:
           lowercase__									=    F'''The file lock \'{self.lock_file}\' could not be acquired.'''
           return temp





class 					snake_case			:



       def __init__(					self  ,UpperCAmelCase_   )	->				List[Any]:
           lowercase__									=    lock
           return None



       def __enter__(					self   )	->				Optional[int]:
           return self.lock







       def __exit__(					self  ,UpperCAmelCase_  ,UpperCAmelCase_  ,UpperCAmelCase_   )	->				int:
           self.lock.release()
           return None





class 					snake_case			:



       def __init__(					self  ,UpperCAmelCase_  ,UpperCAmelCase_=-1  ,UpperCAmelCase_=None   )	->				Tuple:
           lowercase__									=    max_filename_length if max_filename_length is not None else 255
           # Hash the filename if it's too long
           lowercase__									=    self.hash_filename_if_too_long(UpperCAmelCase_  ,UpperCAmelCase_   )
           # The path to the lock file.
           lowercase__									=    lock_file

           # The file descriptor for the *_lock_file* as it is returned by the
           # os.open() function.
           # This file lock is only NOT None, if the object currently holds the
           # lock.
           lowercase__									=    None

           # The default timeout value.
           lowercase__									=    timeout

           # We use this lock primarily for the lock counter.
           lowercase__									=    threading.Lock()

           # The lock counter is used for implementing the nested locking
           # mechanism. Whenever the lock is acquired, the counter is increased and
           # the lock is only released, when this value is 0 again.
           lowercase__									=    0
           return None



       @property
       def 				_a   (					self   )	->				List[str]:
           return self._lock_file



       @property
       def 				_a   (					self   )	->				Optional[int]:
           return self._timeout



       @timeout.setter
       def 				_a   (					self  ,UpperCAmelCase_   )	->				Optional[Any]:
           lowercase__									=    float(UpperCAmelCase_   )
           return None



       def 				_a   (					self   )	->				Optional[Any]:
           raise NotImplementedError()



       def 				_a   (					self   )	->				Optional[int]:
           raise NotImplementedError()



       @property
       def 				_a   (					self   )	->				Dict:
           return self._lock_file_fd is not None



       def 				_a   (					self  ,UpperCAmelCase_=None  ,UpperCAmelCase_=0.05   )	->				Optional[Any]:
           # Use the default timeout, if no timeout is provided.
           if timeout is None:
               lowercase__									=    self.timeout

           # Increment the number right at the beginning.
           # We can still undo it, if something fails.
           with self._thread_lock:
               self._lock_counter += 1

           lowercase__									=    id(self   )
           lowercase__									=    self._lock_file
           lowercase__									=    time.time()
           try:
               while True:
                   with self._thread_lock:
                       if not self.is_locked:
                           logger().debug(F'''Attempting to acquire lock {lock_id} on {lock_filename}'''   )
                           self._acquire()

                   if self.is_locked:
                       logger().debug(F'''Lock {lock_id} acquired on {lock_filename}'''   )
                       break
                   elif timeout >= 0 and time.time() - start_time > timeout:
                       logger().debug(F'''Timeout on acquiring lock {lock_id} on {lock_filename}'''   )
                       raise Timeout(self._lock_file   )
                   else:
                       logger().debug(
                           F'''Lock {lock_id} not acquired on {lock_filename}, waiting {poll_intervall} seconds ...'''   )
                       time.sleep(UpperCAmelCase_   )
           except:  # noqa
               # Something did go wrong, so decrement the counter.
               with self._thread_lock:
                   lowercase__									=    max(0  ,self._lock_counter - 1   )

               raise
           return _Acquire_ReturnProxy(lock=self   )



       def 				_a   (					self  ,UpperCAmelCase_=False   )	->				List[Any]:
           with self._thread_lock:
               if self.is_locked:
                   self._lock_counter -= 1

                   if self._lock_counter == 0 or force:
                       lowercase__									=    id(self   )
                       lowercase__									=    self._lock_file

                       logger().debug(F'''Attempting to release lock {lock_id} on {lock_filename}'''   )
                       self._release()
                       lowercase__									=    0
                       logger().debug(F'''Lock {lock_id} released on {lock_filename}'''   )

           return None



       def __enter__(					self   )	->				Dict:
           self.acquire()
           return self



       def __exit__(					self  ,UpperCAmelCase_  ,UpperCAmelCase_  ,UpperCAmelCase_   )	->				int:
           self.release()
           return None



       def __del__(					self   )	->				Union[str, Any]:
           self.release(force=UpperCAmelCase_   )
           return None







       def 				_a   (					self  ,UpperCAmelCase_  ,UpperCAmelCase_   )	->				str:
           lowercase__									=    os.path.basename(UpperCAmelCase_   )
           if len(UpperCAmelCase_   ) > max_length and max_length > 0:
               lowercase__									=    os.path.dirname(UpperCAmelCase_   )
               lowercase__									=    str(hash(UpperCAmelCase_   )   )
               lowercase__									=    filename[: max_length - len(UpperCAmelCase_   ) - 8] + "..." + hashed_filename + ".lock"
               return os.path.join(UpperCAmelCase_  ,UpperCAmelCase_   )
           else:
               return path





class 					snake_case			(UpperCamelCase ):



       def __init__(					self  ,UpperCAmelCase_  ,UpperCAmelCase_=-1  ,UpperCAmelCase_=None   )	->				Dict:
           from .file_utils import relative_to_absolute_path

           super().__init__(UpperCAmelCase_  ,timeout=UpperCAmelCase_  ,max_filename_length=UpperCAmelCase_   )
           lowercase__									=    "\\\\?\\" + relative_to_absolute_path(self.lock_file   )



       def 				_a   (					self   )	->				List[str]:
           lowercase__									=    os.O_RDWR | os.O_CREAT | os.O_TRUNC

           try:
               lowercase__									=    os.open(self._lock_file  ,UpperCAmelCase_   )
           except OSError:
               pass
           else:
               try:
                   msvcrt.locking(UpperCAmelCase_  ,msvcrt.LK_NBLCK  ,1   )
               except OSError:
                   os.close(UpperCAmelCase_   )
               else:
                   lowercase__									=    fd
           return None







       def 				_a   (					self   )	->				Any:
           lowercase__									=    self._lock_file_fd
           lowercase__									=    None
           msvcrt.locking(UpperCAmelCase_  ,msvcrt.LK_UNLCK  ,1   )
           os.close(UpperCAmelCase_   )

           try:
               os.remove(self._lock_file   )
           # Probably another instance of the application
           # that acquired the file lock.
           except OSError:
               pass
           return None





class 					snake_case			(UpperCamelCase ):



       def __init__(					self  ,UpperCAmelCase_  ,UpperCAmelCase_=-1  ,UpperCAmelCase_=None   )	->				int:
           lowercase__									=    os.statvfs(os.path.dirname(UpperCAmelCase_   )   ).f_namemax
           super().__init__(UpperCAmelCase_  ,timeout=UpperCAmelCase_  ,max_filename_length=UpperCAmelCase_   )



       def 				_a   (					self   )	->				List[str]:
           lowercase__									=    os.O_RDWR | os.O_CREAT | os.O_TRUNC
           lowercase__									=    os.open(self._lock_file  ,UpperCAmelCase_   )

           try:
               fcntl.flock(UpperCAmelCase_  ,fcntl.LOCK_EX | fcntl.LOCK_NB   )
           except OSError:
               os.close(UpperCAmelCase_   )
           else:
               lowercase__									=    fd
           return None







       def 				_a   (					self   )	->				int:
           # Do not remove the lockfile:
           #
           #   https://github.com/benediktschmitt/py-filelock/issues/31
           #   https://stackoverflow.com/questions/17708885/flock-removing-locked-file-without-race-condition
           lowercase__									=    self._lock_file_fd
           lowercase__									=    None
           fcntl.flock(UpperCAmelCase_  ,fcntl.LOCK_UN   )
           os.close(UpperCAmelCase_   )
           return None





class 					snake_case			(UpperCamelCase ):



       def 				_a   (					self   )	->				Optional[Any]:
           lowercase__									=    os.O_WRONLY | os.O_CREAT | os.O_EXCL | os.O_TRUNC
           try:
               lowercase__									=    os.open(self._lock_file  ,UpperCAmelCase_   )
           except OSError:
               pass
           else:
               lowercase__									=    fd
           return None







       def 				_a   (					self   )	->				Tuple:
           os.close(self._lock_file_fd   )
           lowercase__									=    None

           try:
               os.remove(self._lock_file   )
           # The file is already deleted and that's what we want.
           except OSError:
               pass
           return None





SCREAMING_SNAKE_CASE__          =  None

if msvcrt:
 SCREAMING_SNAKE_CASE__          =  WindowsFileLock
elif fcntl:
 SCREAMING_SNAKE_CASE__          =  UnixFileLock
else:
 SCREAMING_SNAKE_CASE__          =  SoftFileLock

 if warnings is not None:
  warnings.warn("only soft file lock is available")




