





"""simple docstring"""





import copy
from typing import Dict

from ...generation.configuration_utils import GenerationConfig
from ...utils import logging


SCREAMING_SNAKE_CASE__ =       logging.get_logger(__name__)

class 		lowercase ( _UpperCAmelCase ):
      _SCREAMING_SNAKE_CASE         =				'semantic'





      def __init__(	self				,						lowercase=10_000				,						lowercase=True				,						lowercase=768				,						lowercase=False				,						lowercase=False				,						lowercase=False				,						lowercase=False				,						lowercase=0.7				,						lowercase=True				,						lowercase=10_048				,						lowercase=129_595				,						lowercase=129_599				,						lowercase=10_000				,						lowercase=256				,						lowercase=49.9				,						**lowercase				,						)		->					Tuple:
            super().__init__(
                temperature=lowercase				,						do_sample=lowercase				,						eos_token_id=lowercase				,						renormalize_logits=lowercase				,						max_new_tokens=lowercase				,						output_scores=lowercase				,						return_dict_in_generate=lowercase				,						output_hidden_states=lowercase				,						output_attentions=lowercase				,						**lowercase				,						)

            lowerCAmelCase  						=	text_encoding_offset
            lowerCAmelCase  						=	text_pad_token
            lowerCAmelCase  						=	eos_token_id
            lowerCAmelCase  						=	semantic_infer_token
            lowerCAmelCase  						=	semantic_vocab_size
            lowerCAmelCase  						=	max_input_semantic_length
            lowerCAmelCase  						=	semantic_rate_hz







class 		lowercase ( _UpperCAmelCase ):
      _SCREAMING_SNAKE_CASE         =				'coarse_acoustics'





      def __init__(	self				,						lowercase=True				,						lowercase=False				,						lowercase=False				,						lowercase=False				,						lowercase=False				,						lowercase=0.7				,						lowercase=True				,						lowercase=12_048				,						lowercase=75				,						lowercase=2				,						lowercase=12_050				,						lowercase=256				,						lowercase = 630				,						lowercase = 60				,						**lowercase				,						)		->					Dict:
            super().__init__(
                temperature=lowercase				,						do_sample=lowercase				,						renormalize_logits=lowercase				,						output_scores=lowercase				,						return_dict_in_generate=lowercase				,						output_hidden_states=lowercase				,						output_attentions=lowercase				,						**lowercase				,						)

            lowerCAmelCase  						=	coarse_semantic_pad_token
            lowerCAmelCase  						=	coarse_rate_hz
            lowerCAmelCase  						=	n_coarse_codebooks
            lowerCAmelCase  						=	coarse_infer_token
            lowerCAmelCase  						=	max_coarse_input_length
            lowerCAmelCase  						=	max_coarse_history
            lowerCAmelCase  						=	sliding_window_len







class 		lowercase ( _UpperCAmelCase ):
      _SCREAMING_SNAKE_CASE         =				'fine_acoustics'





      def __init__(	self				,						lowercase=0.5				,						lowercase=512				,						lowercase=1_024				,						lowercase=8				,						**lowercase				,						)		->					Any:
            super().__init__(temperature=lowercase			)

            lowerCAmelCase  						=	max_fine_history_length
            lowerCAmelCase  						=	max_fine_input_length
            lowerCAmelCase  						=	n_fine_codebooks







class 		lowercase ( _UpperCAmelCase ):
      _SCREAMING_SNAKE_CASE         =				'bark'
      _SCREAMING_SNAKE_CASE         =				True





      def __init__(	self				,						lowercase = None				,						lowercase = None				,						lowercase = None				,						lowercase=24_000				,						lowercase=1_024				,						**lowercase				,						)		->					Union[str, Any]:
            if semantic_config is None:
                  lowerCAmelCase  						=	{}
                  logger.info("""semantic_config is None. initializing the semantic model with default values."""			)

            if coarse_acoustics_config is None:
                  lowerCAmelCase  						=	{}
                  logger.info("""coarse_acoustics_config is None. initializing the coarse model with default values."""			)

            if fine_acoustics_config is None:
                  lowerCAmelCase  						=	{}
                  logger.info("""fine_acoustics_config is None. initializing the fine model with default values."""			)

            lowerCAmelCase  						=	BarkSemanticGenerationConfig(**lowercase			)
            lowerCAmelCase  						=	BarkCoarseGenerationConfig(**lowercase			)
            lowerCAmelCase  						=	BarkFineGenerationConfig(**lowercase			)

            lowerCAmelCase  						=	sample_rate
            lowerCAmelCase  						=	codebook_size





      @classmethod
      def    _snake_case      (	cls				,						lowercase				,						lowercase				,						lowercase				,						**lowercase				,						)		->					List[str]:
            return cls(
                semantic_config=semantic_config.to_dict()				,						coarse_acoustics_config=coarse_acoustics_config.to_dict()				,						fine_acoustics_config=fine_acoustics_config.to_dict()				,						**lowercase				,						)





      def    _snake_case      (	self			)		->					Tuple:
            lowerCAmelCase  						=	copy.deepcopy(self.__dict__			)

            lowerCAmelCase  						=	self.semantic_config.to_dict()
            lowerCAmelCase  						=	self.coarse_acoustics_config.to_dict()
            lowerCAmelCase  						=	self.fine_acoustics_config.to_dict()

            lowerCAmelCase  						=	self.__class__.model_type
            return output













"""simple docstring"""





SCREAMING_SNAKE_CASE__ =       [0.33, 0.44, 0.55, 0.44, 0.33]
SCREAMING_SNAKE_CASE__ =       3
SCREAMING_SNAKE_CASE__ =       5

# Buffer Space (with Parameters Space)
SCREAMING_SNAKE_CASE__ =       []
SCREAMING_SNAKE_CASE__ =       []

# Machine Time
SCREAMING_SNAKE_CASE__ =       0


def       UpperCAmelCase__							(  SCREAMING_SNAKE_CASE					:						Tuple      ):







      '''simple docstring'''




      global buffer_space, params_space, machine_time, K, m, t

      # Choosing Dynamical Systems (All)
      for key, value in enumerate(SCREAMING_SNAKE_CASE      ):
            # Evolution Parameter
            lowerCAmelCase  						=	float(seed / value      )

            # Control Theory: Orbit Change
            lowerCAmelCase  						=	(buffer_space[(key + 1) % m] + e) % 1

            # Control Theory: Trajectory Change
            lowerCAmelCase  						=	(params_space[key] + e) % 1 + 3

            # Modification (Transition Function) - Jumps
            lowerCAmelCase  						=	round(float(r * value * (1 - value)      )							,						10      )
            lowerCAmelCase  						=	r  # Saving to Parameters Space

      # Logistic Map
      assert max(SCREAMING_SNAKE_CASE      ) < 1
      assert max(SCREAMING_SNAKE_CASE      ) < 4

      # Machine Time
      machine_time += 1


def       UpperCAmelCase__							(  ):







      '''simple docstring'''




      global buffer_space, params_space, machine_time, K, m, t

      # PRNG (Xorshift by George Marsaglia)
      def xorshift(SCREAMING_SNAKE_CASE					:						List[str]							,						SCREAMING_SNAKE_CASE					:						Tuple      ):
            x ^= y >> 13
            y ^= x << 17
            x ^= y >> 5
            return x

      # Choosing Dynamical Systems (Increment)
      lowerCAmelCase  						=	machine_time % m

      # Evolution (Time Length)
      for _ in range(0							,						SCREAMING_SNAKE_CASE      ):
            # Variables (Position + Parameters)
            lowerCAmelCase  						=	params_space[key]
            lowerCAmelCase  						=	buffer_space[key]

            # Modification (Transition Function) - Flow
            lowerCAmelCase  						=	round(float(r * value * (1 - value)      )							,						10      )
            lowerCAmelCase  						=	(machine_time * 0.01 + r * 1.01) % 1 + 3

      # Choosing Chaotic Data
      lowerCAmelCase  						=	int(buffer_space[(key + 2) % m] * (10**10)      )
      lowerCAmelCase  						=	int(buffer_space[(key - 2) % m] * (10**10)      )

      # Machine Time
      machine_time += 1

      return xorshift(SCREAMING_SNAKE_CASE							,						SCREAMING_SNAKE_CASE      ) % 0xff_fff_fff


def       UpperCAmelCase__							(  ):







      '''simple docstring'''




      global buffer_space, params_space, machine_time, K, m, t

      lowerCAmelCase  						=	K
      lowerCAmelCase  						=	[0] * m
      lowerCAmelCase  						=	0


if __name__ == "__main__":
       # Initialization
       reset()

       # Pushing Data (Input)
       import random

       SCREAMING_SNAKE_CASE__ =       random.sample(range(0Xf_f_f_f_f_f_f_f), 100)
       for chunk in message:
              push(chunk)

       # for controlling
       SCREAMING_SNAKE_CASE__ =       ""

       # Pulling Data (Output)
       while inp in ("e", "E"):
              print(f'{format(pull(), "#04x")}')
              print(buffer_space)
              print(params_space)
              SCREAMING_SNAKE_CASE__ =       input("(e)exit? ").strip()






