




import copy
from typing import Dict

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


lowercase__    :					str					=						logging.get_logger(__name__)
class 		UpperCAmelCase       (    UpperCAmelCase__      ):







						'''simple docstring'''





						lowerCAmelCase_							=       '''semantic'''






						def __init__(						self							:					int	,     __lowercase							:					Tuple=1_00_00	,     __lowercase							:					List[str]=True	,     __lowercase							:					List[str]=7_68	,     __lowercase							:					Optional[Any]=False	,     __lowercase							:					Any=False	,     __lowercase							:					Tuple=False	,     __lowercase							:					Dict=False	,     __lowercase							:					Optional[int]=0.7	,     __lowercase							:					int=True	,     __lowercase							:					List[str]=1_00_48	,     __lowercase							:					Optional[Any]=12_95_95	,     __lowercase							:					Optional[Any]=12_95_99	,     __lowercase							:					Optional[Any]=1_00_00	,     __lowercase							:					Tuple=2_56	,     __lowercase							:					int=49.9	,     **__lowercase							:					str	,     ):






							"""simple docstring"""






							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	,     )

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







class 		UpperCAmelCase       (    UpperCAmelCase__      ):







						'''simple docstring'''





						lowerCAmelCase_							=       '''coarse_acoustics'''






						def __init__(						self							:					int	,     __lowercase							:					List[Any]=True	,     __lowercase							:					Optional[int]=False	,     __lowercase							:					Union[str, Any]=False	,     __lowercase							:					Any=False	,     __lowercase							:					Tuple=False	,     __lowercase							:					List[str]=0.7	,     __lowercase							:					Optional[int]=True	,     __lowercase							:					Optional[Any]=1_20_48	,     __lowercase							:					Union[str, Any]=75	,     __lowercase							:					Dict=2	,     __lowercase							:					Optional[Any]=1_20_50	,     __lowercase							:					List[Any]=2_56	,     __lowercase							:					int = 6_30	,     __lowercase							:					int = 60	,     **__lowercase							:					str	,     ):






							"""simple docstring"""






							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	,     )

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







class 		UpperCAmelCase       (    UpperCAmelCase__      ):







						'''simple docstring'''





						lowerCAmelCase_							=       '''fine_acoustics'''






						def __init__(						self							:					Optional[Any]	,     __lowercase							:					int=0.5	,     __lowercase							:					int=5_12	,     __lowercase							:					List[Any]=10_24	,     __lowercase							:					List[str]=8	,     **__lowercase							:					List[Any]	,     ):






							"""simple docstring"""






							super().__init__(temperature=__lowercase						)

							snake_case_		   =					max_fine_history_length
							snake_case_		   =					max_fine_input_length
							snake_case_		   =					n_fine_codebooks







class 		UpperCAmelCase       (    UpperCAmelCase__      ):







						'''simple docstring'''





						lowerCAmelCase_							=       '''bark'''
						lowerCAmelCase_							=       True






						def __init__(						self							:					int	,     __lowercase							:					Dict = None	,     __lowercase							:					Dict = None	,     __lowercase							:					Dict = None	,     __lowercase							:					Optional[Any]=2_40_00	,     __lowercase							:					Optional[int]=10_24	,     **__lowercase							:					Dict	,     ):






							"""simple docstring"""






							if semantic_config is None:
								snake_case_		   =					{}
								logger.info("semantic_config is None. initializing the semantic model with default values."						)

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

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

							snake_case_		   =					BarkSemanticGenerationConfig(**__lowercase						)
							snake_case_		   =					BarkCoarseGenerationConfig(**__lowercase						)
							snake_case_		   =					BarkFineGenerationConfig(**__lowercase						)

							snake_case_		   =					sample_rate
							snake_case_		   =					codebook_size






						@classmethod
						def 	snake_case__						(						cls							:					Dict	,     __lowercase							:					BarkSemanticGenerationConfig	,     __lowercase							:					BarkCoarseGenerationConfig	,     __lowercase							:					BarkFineGenerationConfig	,     **__lowercase							:					Dict	,     ):






							"""simple docstring"""






							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							:					Dict						):






							"""simple docstring"""






							snake_case_		   =					copy.deepcopy(self.__dict__						)

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

							snake_case_		   =					self.__class__.model_type
							return output












from __future__ import annotations

import random
from collections.abc import Iterable
class 		UpperCAmelCase       :







						'''simple docstring'''





						def __init__(						self							:					int	,     __lowercase							:					list[str]						):






							"""simple docstring"""






							snake_case_		   =					{literal: None for literal in literals}






						def __str__(						self							:					str						):






							"""simple docstring"""






							return "{" + " , ".join(self.literals						) + "}"






						def __len__(						self							:					Optional[int]						):






							"""simple docstring"""






							return len(self.literals						)






						def 	snake_case__						(						self							:					Dict	,     __lowercase							:					dict[str, bool | None]						):






							"""simple docstring"""






							for literal in self.literals:
								snake_case_		   =					literal[:2]
								if symbol in model:
									snake_case_		   =					model[symbol]
								else:
									continue
								if value is not None:
									# Complement assignment if literal is in complemented form
									if literal.endswith("'"						):
										snake_case_		   =					not value
								snake_case_		   =					value






						def 	snake_case__						(						self							:					List[Any]	,     __lowercase							:					dict[str, bool | None]						):






							"""simple docstring"""






							for literal in self.literals:
								snake_case_		   =					literal.rstrip("'"						) if literal.endswith("'"						) else literal + "'"
								if symbol in self.literals:
									return True

							self.assign(__lowercase						)
							for value in self.literals.values():
								if value in (True, None):
									return value
							return any(self.literals.values()						)







class 		UpperCAmelCase       :







						'''simple docstring'''





						def __init__(						self							:					Union[str, Any]	,     __lowercase							:					Iterable[Clause]						):






							"""simple docstring"""






							snake_case_		   =					list(__lowercase						)






						def __str__(						self							:					Dict						):






							"""simple docstring"""






							return "{" + " , ".join(str(__lowercase						) for clause in self.clauses						) + "}"







def 						lowerCamelCase__   (		):







	'''simple docstring'''





	snake_case_		   =					[]
	snake_case_		   =					random.randint(1					,     5							)
	snake_case_		   =					"A"
	snake_case_		   =					0
	while i < no_of_literals:
		snake_case_		   =					random.randint(1					,     5							)
		snake_case_		   =					base_var + str(_A							)
		snake_case_		   =					random.randint(0					,     1							)
		if var_complement == 1:
			var_name += "'"
		if var_name in literals:
			i -= 1
		else:
			literals.append(_A							)
		i += 1
	return Clause(_A							)


def 						lowerCamelCase__   (		):







	'''simple docstring'''





	snake_case_		   =					set()
	snake_case_		   =					random.randint(1					,     10							)
	while len(_A							) < no_of_clauses:
		clauses.add(generate_clause()							)
	return Formula(_A							)


def 						lowerCamelCase__   (		_A							):







	'''simple docstring'''





	snake_case_		   =					formula.clauses
	snake_case_		   =					[]
	for clause in formula.clauses:
		for literal in clause.literals:
			snake_case_		   =					literal[:2]
			if symbol not in symbols_set:
				symbols_set.append(_A							)
	return clauses, symbols_set


def 						lowerCamelCase__   (		_A					,     _A					,     _A							):







	'''simple docstring'''





	snake_case_		   =					[]
	snake_case_		   =					{}
	snake_case_		   =					[]

	for clause in clauses:
		if clause.evaluate(_A							):
			continue
		for literal in clause.literals:
			literals.append(_A							)

	for s in symbols:
		snake_case_		   =					s + "'"
		if (s in literals and sym not in literals) or (
		    s not in literals and sym in literals
		):
			pure_symbols.append(_A							)
	for p in pure_symbols:
		snake_case_		   =					None
	for s in pure_symbols:
		snake_case_		   =					s + "'"
		if s in literals:
			snake_case_		   =					True
		elif sym in literals:
			snake_case_		   =					False
	return pure_symbols, assignment


def 						lowerCamelCase__   (		_A					,     _A							):







	'''simple docstring'''





	snake_case_		   =					[]
	for clause in clauses:
		if len(_A							) == 1:
			unit_symbols.append(list(clause.literals.keys()							)[0]							)
		else:
			snake_case_   ,				snake_case_		   =					0, 0
			for literal, value in clause.literals.items():
				if value is False:
					f_count += 1
				elif value is None:
					snake_case_		   =					literal
					n_count += 1
			if f_count == len(_A							) - 1 and n_count == 1:
				unit_symbols.append(_A							)
	snake_case_		   =					{}
	for i in unit_symbols:
		snake_case_		   =					i[:2]
		snake_case_		   =					len(_A							) == 2
	snake_case_		   =					[i[:2] for i in unit_symbols]

	return unit_symbols, assignment


def 						lowerCamelCase__   (		_A					,     _A					,     _A							):







	'''simple docstring'''





	snake_case_		   =					True
	for clause in clauses:
		snake_case_		   =					clause.evaluate(_A							)
		if clause_check is False:
			return False, None
		elif clause_check is None:
			snake_case_		   =					False
			continue

	if check_clause_all_true:
		return True, model

	try:
		snake_case_   ,				snake_case_		   =					find_pure_symbols(_A					,     _A					,     _A							)
	except RecursionError:
		print("raises a RecursionError and is"							)
		return None, {}
	snake_case_		   =					None
	if len(_A							) > 0:
		snake_case_   ,				snake_case_		   =					pure_symbols[0], assignment[pure_symbols[0]]

	if p:
		snake_case_		   =					model
		snake_case_		   =					value
		snake_case_		   =					list(_A							)
		if p in tmp_symbols:
			tmp_symbols.remove(_A							)
		return dpll_algorithm(_A					,     _A					,     _A							)

	snake_case_   ,				snake_case_		   =					find_unit_clauses(_A					,     _A							)
	snake_case_		   =					None
	if len(_A							) > 0:
		snake_case_   ,				snake_case_		   =					unit_symbols[0], assignment[unit_symbols[0]]
	if p:
		snake_case_		   =					model
		snake_case_		   =					value
		snake_case_		   =					list(_A							)
		if p in tmp_symbols:
			tmp_symbols.remove(_A							)
		return dpll_algorithm(_A					,     _A					,     _A							)
	snake_case_		   =					symbols[0]
	snake_case_		   =					symbols[1:]
	snake_case_   ,				snake_case_		   =					model, model
	snake_case_   ,				snake_case_		   =					True, False

	return dpll_algorithm(_A					,     _A					,     _A							) or dpll_algorithm(_A					,     _A					,     _A							)


if __name__ == "__main__":
		import doctest

		doctest.testmod()

		lowercase__    :					Tuple					=						generate_formula()
		print(f'''The formula {formula} is''', end=" ")

		lowercase__		,	lowercase__    :					str					=						generate_parameters(formula)
		lowercase__		,	lowercase__    :					List[Any]					=						dpll_algorithm(clauses, symbols, {})

		if solution:
				print(f'''satisfiable with the assignment {model}.''')
		else:
				print("not satisfiable.")
