





import os
import shutil
import tempfile
import unittest

import numpy as np

from transformers import AutoTokenizer, BarkProcessor
from transformers.testing_utils import require_torch, slow







@require_torch
class 	__lowerCAmelCase      (       unittest.TestCase	):





   def 						_snake_case			(			self   )					->	Dict:
      """simple docstring"""





      a__						:    List[Any]   		=	"ylacombe/bark-small"
      a__						:    Optional[int]   		=	tempfile.mkdtemp()
      a__						:    Tuple   		=	"en_speaker_1"
      a__						:    Optional[int]   		=	"This is a test string"
      a__						:    Any   		=	"speaker_embeddings_path.json"
      a__						:    Tuple   		=	"speaker_embeddings"





   def 						_snake_case			(			self       ,      **snake_case   )					->	Dict:
      """simple docstring"""





      return AutoTokenizer.from_pretrained(self.checkpoint       ,      **snake_case   )





   def 						_snake_case			(			self   )					->	Dict:
      """simple docstring"""





      shutil.rmtree(self.tmpdirname   )





   def 						_snake_case			(			self   )					->	Any:
      """simple docstring"""





      a__						:    str   		=	self.get_tokenizer()

      a__						:    Optional[int]   		=	BarkProcessor(tokenizer=snake_case   )

      processor.save_pretrained(self.tmpdirname   )
      a__						:    Optional[Any]   		=	BarkProcessor.from_pretrained(self.tmpdirname   )

      self.assertEqual(processor.tokenizer.get_vocab()       ,      tokenizer.get_vocab()   )





   @slow
   def 						_snake_case			(			self   )					->	Tuple:
      """simple docstring"""





      a__						:    int   		=	BarkProcessor.from_pretrained(
          pretrained_processor_name_or_path=self.checkpoint       ,      speaker_embeddings_dict_path=self.speaker_embeddings_dict_path       ,      )
      processor.save_pretrained(
          self.tmpdirname       ,      speaker_embeddings_dict_path=self.speaker_embeddings_dict_path       ,      speaker_embeddings_directory=self.speaker_embeddings_directory       ,      )

      a__						:    Any   		=	self.get_tokenizer(bos_token="(BOS)"       ,      eos_token="(EOS)"   )

      a__						:    Optional[Any]   		=	BarkProcessor.from_pretrained(
          self.tmpdirname       ,      self.speaker_embeddings_dict_path       ,      bos_token="(BOS)"       ,      eos_token="(EOS)"       ,      )

      self.assertEqual(processor.tokenizer.get_vocab()       ,      tokenizer_add_kwargs.get_vocab()   )





   def 						_snake_case			(			self   )					->	int:
      """simple docstring"""





      a__						:    Dict   		=	BarkProcessor.from_pretrained(
          pretrained_processor_name_or_path=self.checkpoint       ,      speaker_embeddings_dict_path=self.speaker_embeddings_dict_path       ,      )

      a__						:    int   		=	35
      a__						:    Optional[int]   		=	2
      a__						:    Optional[Any]   		=	8

      a__						:    int   		=	{
          "semantic_prompt": np.ones(snake_case   ),
          "coarse_prompt": np.ones((nb_codebooks_coarse, seq_len)   ),
          "fine_prompt": np.ones((nb_codebooks_total, seq_len)   ),
      }

      # test providing already loaded voice_preset
      a__						:    Optional[Any]   		=	processor(text=self.input_string       ,      voice_preset=snake_case   )

      a__						:    Optional[int]   		=	inputs["history_prompt"]
      for key in voice_preset:
         self.assertListEqual(voice_preset[key].tolist()       ,      processed_voice_preset.get(snake_case       ,      np.array([]   )   ).tolist()   )

      # test loading voice preset from npz file
      a__						:    Any   		=	os.path.join(self.tmpdirname       ,      "file.npz"   )
      np.savez(snake_case       ,      **snake_case   )
      a__						:    Optional[Any]   		=	processor(text=self.input_string       ,      voice_preset=snake_case   )
      a__						:    str   		=	inputs["history_prompt"]

      for key in voice_preset:
         self.assertListEqual(voice_preset[key].tolist()       ,      processed_voice_preset.get(snake_case       ,      np.array([]   )   ).tolist()   )

      # test loading voice preset from the hub
      a__						:    Dict   		=	processor(text=self.input_string       ,      voice_preset=self.voice_preset   )





   def 						_snake_case			(			self   )					->	List[Any]:
      """simple docstring"""





      a__						:    Tuple   		=	self.get_tokenizer()

      a__						:    Any   		=	BarkProcessor(tokenizer=snake_case   )

      a__						:    List[Any]   		=	processor(text=self.input_string   )

      a__						:    Dict   		=	tokenizer(
          self.input_string       ,      padding="max_length"       ,      max_length=256       ,      add_special_tokens=snake_case       ,      return_attention_mask=snake_case       ,      return_token_type_ids=snake_case       ,      )

      for key in encoded_tok.keys():
         self.assertListEqual(encoded_tok[key]       ,      encoded_processor[key].squeeze().tolist()   )








import os
import string
import sys


SCREAMING_SNAKE_CASE__							:      int         =    1 << 8

SCREAMING_SNAKE_CASE__							:      List[str]         =    {
    """tab""": ord("""\t"""),
    """newline""": ord("""\r"""),
    """esc""": 2_7,
    """up""": 6_5 + ARROW_KEY_FLAG,
    """down""": 6_6 + ARROW_KEY_FLAG,
    """right""": 6_7 + ARROW_KEY_FLAG,
    """left""": 6_8 + ARROW_KEY_FLAG,
    """mod_int""": 9_1,
    """undefined""": sys.maxsize,
    """interrupt""": 3,
    """insert""": 5_0,
    """delete""": 5_1,
    """pg_up""": 5_3,
    """pg_down""": 5_4,
}

SCREAMING_SNAKE_CASE__							:      Any         =    KEYMAP["""up"""]
SCREAMING_SNAKE_CASE__							:      Tuple         =    KEYMAP["""left"""]

if sys.platform == "win32":
  SCREAMING_SNAKE_CASE__							:      Optional[Any]         =    []
  SCREAMING_SNAKE_CASE__							:      Dict         =    {
      B"""\xe0H""": KEYMAP["""up"""] - ARROW_KEY_FLAG,
      B"""\x00H""": KEYMAP["""up"""] - ARROW_KEY_FLAG,
      B"""\xe0P""": KEYMAP["""down"""] - ARROW_KEY_FLAG,
      B"""\x00P""": KEYMAP["""down"""] - ARROW_KEY_FLAG,
      B"""\xe0M""": KEYMAP["""right"""] - ARROW_KEY_FLAG,
      B"""\x00M""": KEYMAP["""right"""] - ARROW_KEY_FLAG,
      B"""\xe0K""": KEYMAP["""left"""] - ARROW_KEY_FLAG,
      B"""\x00K""": KEYMAP["""left"""] - ARROW_KEY_FLAG,
  }

for i in range(1_0):
  SCREAMING_SNAKE_CASE__							:      Dict         =    ord(str(i))






def    _A	(   ):
   if os.name == "nt":
      import msvcrt

      a__						:    int   		=	"mbcs"
      # Flush the keyboard buffer
      while msvcrt.kbhit():
         msvcrt.getch()
      if len(lowerCamelCase ) == 0:
         # Read the keystroke
         a__						:    int   		=	msvcrt.getch()

         # If it is a prefix char, get second part
         if ch in (b"\x00", b"\xe0"):
            a__						:    Union[str, Any]   		=	ch + msvcrt.getch()
            # Translate actual Win chars to bullet char types
            try:
               a__						:    Optional[int]   		=	chr(WIN_KEYMAP[cha] )
               WIN_CH_BUFFER.append(chr(KEYMAP["mod_int"] ) )
               WIN_CH_BUFFER.append(lowerCamelCase )
               if ord(lowerCamelCase ) in (
                   KEYMAP["insert"] - 1 << 9,
                   KEYMAP["delete"] - 1 << 9,
                   KEYMAP["pg_up"] - 1 << 9,
                   KEYMAP["pg_down"] - 1 << 9,
               ):
                  WIN_CH_BUFFER.append(chr(126 ) )
               a__						:    int   		=	chr(KEYMAP["esc"] )
            except KeyError:
               a__						:    Dict   		=	cha[1]
         else:
            a__						:    Union[str, Any]   		=	ch.decode(lowerCamelCase )
      else:
         a__						:    Optional[int]   		=	WIN_CH_BUFFER.pop(0 )
   elif os.name == "posix":
      import termios
      import tty

      a__						:    Tuple   		=	sys.stdin.fileno()
      a__						:    int   		=	termios.tcgetattr(lowerCamelCase )
      try:
         tty.setraw(lowerCamelCase )
         a__						:    Tuple   		=	sys.stdin.read(1 )
      finally:
         termios.tcsetattr(lowerCamelCase				,			termios.TCSADRAIN				,			lowerCamelCase )
   return ch






def    _A	(   ):
   a__						:    str   		=	get_raw_chars()
   if ord(lowerCamelCase ) in [KEYMAP["interrupt"], KEYMAP["newline"]]:
      return char

   elif ord(lowerCamelCase ) == KEYMAP["esc"]:
      a__						:    Tuple   		=	get_raw_chars()
      if ord(lowerCamelCase ) == KEYMAP["mod_int"]:
         a__						:    List[Any]   		=	get_raw_chars()
         if ord(lowerCamelCase ) >= KEYMAP["arrow_begin"] - ARROW_KEY_FLAG and ord(lowerCamelCase ) <= KEYMAP["arrow_end"] - ARROW_KEY_FLAG:
            return chr(ord(lowerCamelCase ) + ARROW_KEY_FLAG )
         else:
            return KEYMAP["undefined"]
      else:
         return get_raw_chars()

   else:
      if char in string.printable:
         return char
      else:
         return KEYMAP["undefined"]

