import json
import os
import re
import unicodedata
from json.encoder import INFINITY
from typing import Any, Dict, List, Optional, Tuple, Union

import numpy as np
import regex

from ...tokenization_utils import AddedToken, PreTrainedTokenizer
from ...tokenization_utils_base import BatchEncoding
from ...utils import TensorType, is_flax_available, is_tf_available, is_torch_available, logging
from ...utils.generic import _is_jax, _is_numpy


_A						      =				logging.get_logger(__name__)

_A						      =				{
    "artists_file": "artists.json",
    "lyrics_file": "lyrics.json",
    "genres_file": "genres.json",
}

_A						      =				{
    "artists_file": {
        "jukebox": "https://huggingface.co/ArthurZ/jukebox/blob/main/artists.json",
    },
    "genres_file": {
        "jukebox": "https://huggingface.co/ArthurZ/jukebox/blob/main/genres.json",
    },
    "lyrics_file": {
        "jukebox": "https://huggingface.co/ArthurZ/jukebox/blob/main/lyrics.json",
    },
}

_A						      =				{
    "jukebox": 5_12,
}







class   lowerCamelCase	(						A_						):
     UpperCAmelCase__       :							List[Any]     =	VOCAB_FILES_NAMES
     UpperCAmelCase__       :							Any     =	PRETRAINED_VOCAB_FILES_MAP
     UpperCAmelCase__       :							Optional[int]     =	PRETRAINED_LYRIC_TOKENS_SIZES
     UpperCAmelCase__       :							int     =	["input_ids", "attention_mask"]





     def __init__(self   :					int       ,					_A   :					Tuple       ,					_A   :					Dict       ,					_A   :					Optional[Any]       ,					_A   :					Tuple=["v3", "v2", "v2"]       ,					_A   :					Union[str, Any]=5_1_2       ,					_A   :					Optional[Any]=5       ,					_A   :					str="<|endoftext|>"       ,					**_A   :					Dict       ,					)		->		str:
         snake_case				  =      AddedToken(_A       ,					lstrip=_A       ,					rstrip=_A     ) if isinstance(_A       ,					_A     ) else unk_token
         super().__init__(
             unk_token=_A       ,					n_genres=_A       ,					version=_A       ,					max_n_lyric_tokens=_A       ,					**_A       ,					)
         snake_case				  =      version
         snake_case				  =      max_n_lyric_tokens
         snake_case				  =      n_genres

         with open(_A       ,					encoding="utf-8"     ) as vocab_handle:
             snake_case				  =      json.load(_A     )

         with open(_A       ,					encoding="utf-8"     ) as vocab_handle:
             snake_case				  =      json.load(_A     )

         with open(_A       ,					encoding="utf-8"     ) as vocab_handle:
             snake_case				  =      json.load(_A     )

         snake_case				  =      r"[^A-Za-z0-9.,:;!?\-'\"()\[\] \t\n]+"
         # In v2, we had a n_vocab=80 and in v3 we missed + and so n_vocab=79 of characters.
         if len(self.lyrics_encoder     ) == 7_9:
             snake_case				  =      oov.replace(r"\-'"       ,					r"\-+'"     )

         snake_case				  =      regex.compile(_A     )
         snake_case				  =      {v: k for k, v in self.artists_encoder.items()}
         snake_case				  =      {v: k for k, v in self.genres_encoder.items()}
         snake_case				  =      {v: k for k, v in self.lyrics_encoder.items()}





     @property
     def 	UpperCAmelCase(self   :					Any     )		->		Optional[Any]:
         return len(self.artists_encoder     ) + len(self.genres_encoder     ) + len(self.lyrics_encoder     )





     def 	UpperCAmelCase(self   :					Optional[int]     )		->		Optional[int]:
         return dict(self.artists_encoder       ,					self.genres_encoder       ,					self.lyrics_encoder     )





     def 	UpperCAmelCase(self   :					Dict       ,					_A   :					Dict       ,					_A   :					List[Any]       ,					_A   :					str     )		->		Optional[Any]:
         snake_case				  =      [self.artists_encoder.get(_A       ,					0     ) for artist in list_artists]
         for genres in range(len(_A     )     ):
             snake_case				  =      [self.genres_encoder.get(_A       ,					0     ) for genre in list_genres[genres]]
             snake_case				  =      list_genres[genres] + [-1] * (self.n_genres - len(list_genres[genres]     ))

         snake_case				  =      [[self.lyrics_encoder.get(_A       ,					0     ) for character in list_lyrics[0]], [], []]
         return artists_id, list_genres, lyric_ids





     def 	UpperCAmelCase(self   :					Tuple       ,					_A   :					Dict     )		->		Any:
         return list(_A     )





     def 	UpperCAmelCase(self   :					Optional[int]       ,					_A   :					List[Any]       ,					_A   :					Any       ,					_A   :					Optional[int]       ,					**_A   :					Union[str, Any]     )		->		str:
         snake_case  ,							snake_case  ,							snake_case				  =      self.prepare_for_tokenization(_A       ,					_A       ,					_A     )
         snake_case				  =      self._tokenize(_A     )
         return artist, genre, lyrics





     def 	UpperCAmelCase(self   :					Dict       ,					_A   :					str       ,					_A   :					str       ,					_A   :					str       ,					_A   :					bool = False     )		->		Tuple[str, str, str, Dict[str, Any]]:
         for idx in range(len(self.version     )     ):
             if self.version[idx] == "v3":
                 snake_case				  =      artists[idx].lower()
                 snake_case				  =      [genres[idx].lower()]
             else:
                 snake_case				  =      self._normalize(artists[idx]     ) + ".v2"
                 snake_case				  =      [
                     self._normalize(_A     ) + ".v2" for genre in genres[idx].split("_"     )
                 ]  # split is for the full dictionary with combined genres

         if self.version[0] == "v2":
             snake_case				  =      regex.compile(r"[^A-Za-z0-9.,:;!?\-'\"()\[\] \t\n]+"     )
             snake_case				  =      "ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789.,:;!?-+'\"()[] \t\n"
             snake_case				  =      {vocab[index]: index + 1 for index in range(len(_A     )     )}
             snake_case				  =      0
             snake_case				  =      len(_A     ) + 1
             snake_case				  =      self.vocab
             snake_case				  =      {v: k for k, v in self.vocab.items()}
             snake_case				  =      ""
         else:
             snake_case				  =      regex.compile(r"[^A-Za-z0-9.,:;!?\-+'\"()\[\] \t\n]+"     )

         snake_case				  =      self._run_strip_accents(_A     )
         snake_case				  =      lyrics.replace("\\"       ,					"\n"     )
         snake_case				  =      self.out_of_vocab.sub(""       ,					_A     ), [], []
         return artists, genres, lyrics





     def 	UpperCAmelCase(self   :					Any       ,					_A   :					Any     )		->		Optional[int]:
         snake_case				  =      unicodedata.normalize("NFD"       ,					_A     )
         snake_case				  =      []
         for char in text:
             snake_case				  =      unicodedata.category(_A     )
             if cat == "Mn":
                 continue
             output.append(_A     )
         return "".join(_A     )





     def 	UpperCAmelCase(self   :					Any       ,					_A   :					str     )		->		str:
         snake_case				  =      (
             [chr(_A     ) for i in range(ord("a"     )       ,					ord("z"     ) + 1     )]
             + [chr(_A     ) for i in range(ord("A"     )       ,					ord("Z"     ) + 1     )]
             + [chr(_A     ) for i in range(ord("0"     )       ,					ord("9"     ) + 1     )]
             + ["."]
         )
         snake_case				  =      frozenset(_A     )
         snake_case				  =      re.compile(r"_+"     )
         snake_case				  =      "".join([c if c in accepted else "_" for c in text.lower()]     )
         snake_case				  =      pattern.sub("_"       ,					_A     ).strip("_"     )
         return text





     def 	UpperCAmelCase(self   :					int       ,					_A   :					List[str]     )		->		str:
         return " ".join(_A     )





     def 	UpperCAmelCase(self   :					int       ,					_A   :					int       ,					_A   :					Optional[Union[str, TensorType]] = None       ,					_A   :					bool = False     )		->		Union[str, Any]:
         # Convert to TensorType
         if not isinstance(_A       ,					_A     ):
             snake_case				  =      TensorType(_A     )

         # Get a function reference for the correct framework
         if tensor_type == TensorType.TENSORFLOW:
             if not is_tf_available():
                 raise ImportError(
                     "Unable to convert output to TensorFlow tensors format, TensorFlow is not installed."     )
             import tensorflow as tf

             snake_case				  =      tf.constant
             snake_case				  =      tf.is_tensor
         elif tensor_type == TensorType.PYTORCH:
             if not is_torch_available():
                 raise ImportError("Unable to convert output to PyTorch tensors format, PyTorch is not installed."     )
             import torch

             snake_case				  =      torch.tensor
             snake_case				  =      torch.is_tensor
         elif tensor_type == TensorType.JAX:
             if not is_flax_available():
                 raise ImportError("Unable to convert output to JAX tensors format, JAX is not installed."     )
             import jax.numpy as jnp  # noqa: F811

             snake_case				  =      jnp.array
             snake_case				  =      _is_jax
         else:
             snake_case				  =      np.asarray
             snake_case				  =      _is_numpy

         # Do the tensor conversion in batch

         try:
             if prepend_batch_axis:
                 snake_case				  =      [inputs]

             if not is_tensor(_A     ):
                 snake_case				  =      as_tensor(_A     )
         except:  # noqa E722
             raise ValueError(
                 "Unable to create tensor, you should probably activate truncation and/or padding "
                 "with 'padding=True' 'truncation=True' to have batched tensors with the same length."     )

         return inputs





     def __call__(self   :					int       ,					_A   :					Optional[Any]       ,					_A   :					Optional[int]       ,					_A   :					Dict=""       ,					_A   :					str="pt"     )		->		BatchEncoding:
         snake_case				  =      [0, 0, 0]
         snake_case				  =      [artist] * len(self.version     )
         snake_case				  =      [genres] * len(self.version     )

         snake_case  ,							snake_case  ,							snake_case				  =      self.tokenize(_A       ,					_A       ,					_A     )
         snake_case  ,							snake_case  ,							snake_case				  =      self._convert_token_to_id(_A       ,					_A       ,					_A     )

         snake_case				  =      [-INFINITY] * len(full_tokens[-1]     )
         snake_case				  =      [
             self.convert_to_tensors(
                 [input_ids + [artists_id[i]] + genres_ids[i] + full_tokens[i]]       ,					tensor_type=_A     )
             for i in range(len(self.version     )     )
         ]
         return BatchEncoding({"input_ids": input_ids, "attention_masks": attention_masks}     )





     def 	UpperCAmelCase(self   :					List[str]       ,					_A   :					str       ,					_A   :					Optional[str] = None     )		->		Tuple[str]:
         if not os.path.isdir(_A     ):
             logger.error(f'Vocabulary path ({save_directory}) should be a directory'     )
             return

         snake_case				  =      os.path.join(
             _A       ,					(filename_prefix + "-" if filename_prefix else "") + VOCAB_FILES_NAMES["artists_file"]     )
         with open(_A       ,					"w"       ,					encoding="utf-8"     ) as f:
             f.write(json.dumps(self.artists_encoder       ,					ensure_ascii=_A     )     )

         snake_case				  =      os.path.join(
             _A       ,					(filename_prefix + "-" if filename_prefix else "") + VOCAB_FILES_NAMES["genres_file"]     )
         with open(_A       ,					"w"       ,					encoding="utf-8"     ) as f:
             f.write(json.dumps(self.genres_encoder       ,					ensure_ascii=_A     )     )

         snake_case				  =      os.path.join(
             _A       ,					(filename_prefix + "-" if filename_prefix else "") + VOCAB_FILES_NAMES["lyrics_file"]     )
         with open(_A       ,					"w"       ,					encoding="utf-8"     ) as f:
             f.write(json.dumps(self.lyrics_encoder       ,					ensure_ascii=_A     )     )

         return (artists_file, genres_file, lyrics_file)





     def 	UpperCAmelCase(self   :					Tuple       ,					_A   :					str       ,					_A   :					Union[str, Any]       ,					_A   :					List[str]     )		->		List[Any]:
         snake_case				  =      self.artists_decoder.get(_A     )
         snake_case				  =      [self.genres_decoder.get(_A     ) for genre in genres_index]
         snake_case				  =      [self.lyrics_decoder.get(_A     ) for character in lyric_index]
         return artist, genres, lyrics



import sys

_A						      =				(
    "73167176531330624919225119674426574742355349194934"
    "96983520312774506326239578318016984801869478851843"
    "85861560789112949495459501737958331952853208805511"
    "12540698747158523863050715693290963295227443043557"
    "66896648950445244523161731856403098711121722383113"
    "62229893423380308135336276614282806444486645238749"
    "30358907296290491560440772390713810515859307960866"
    "70172427121883998797908792274921901699720888093776"
    "65727333001053367881220235421809751254540594752243"
    "52584907711670556013604839586446706324415722155397"
    "53697817977846174064955149290862569321978468622482"
    "83972241375657056057490261407972968652414535100474"
    "82166370484403199890008895243450658541227588666881"
    "16427171479924442928230863465674813919123162824586"
    "17866458359124566529476545682848912883142607690042"
    "24219022671055626321111109370544217506941658960408"
    "07198403850962455444362981230987879927244284909188"
    "84580156166097919133875499200524063689912560717606"
    "05886116467109405077541002256983155200055935729725"
    "71636269561882670428252483600823257530420752963450"
)



def 		lowercase_    (     A__	)							->							int:
    """simple docstring"""

    snake_case				  =      1
    for digit in s:
        product *= int(A__	)
    return product



def 		lowercase_    (     A__ = N	)							->							int:
    """simple docstring"""

    snake_case				  =      -sys.maxsize - 1
    snake_case				  =      n[:13]
    snake_case				  =      13
    while cur_index < len(A__	) - 13:
        if int(n[cur_index]	) >= int(substr[0]	):
            snake_case				  =      substr[1:] + n[cur_index]
            cur_index += 1
        else:
            snake_case				  =      max(A__				,	str_eval(A__	)	)
            snake_case				  =      n[cur_index : cur_index + 13]
            cur_index += 13
    return largest_product


if __name__ == "__main__":
   print(f"{solution() = }")

