
'''simple docstring'''
import copy
from typing import Dict

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


lowercase__		    =	logging.get_logger(__name__)






class      snake_case__    (	__SCREAMING_SNAKE_CASE ):







		"""simple docstring"""

		lowerCamelCase							=		"""semantic"""



		def __init__(	self							:       Union[str, Any]   ,     UpperCamelCase__							:       Optional[Any]=1_0000   ,     UpperCamelCase__							:       Any=True   ,     UpperCamelCase__							:       Optional[Any]=768   ,     UpperCamelCase__							:       Union[str, Any]=False   ,     UpperCamelCase__							:       List[Any]=False   ,     UpperCamelCase__							:       Tuple=False   ,     UpperCamelCase__							:       Dict=False   ,     UpperCamelCase__							:       List[Any]=0.7   ,     UpperCamelCase__							:       Dict=True   ,     UpperCamelCase__							:       List[str]=1_0048   ,     UpperCamelCase__							:       str=12_9595   ,     UpperCamelCase__							:       int=12_9599   ,     UpperCamelCase__							:       Optional[Any]=1_0000   ,     UpperCamelCase__							:       Optional[Any]=256   ,     UpperCamelCase__							:       Dict=49.9   ,     **UpperCamelCase__							:       Any   ,     )		->       List[Any]:






				"""simple docstring"""







				super().__init__(
				    temperature=UpperCamelCase__   ,     do_sample=UpperCamelCase__   ,     eos_token_id=UpperCamelCase__   ,     renormalize_logits=UpperCamelCase__   ,     max_new_tokens=UpperCamelCase__   ,     output_scores=UpperCamelCase__   ,     return_dict_in_generate=UpperCamelCase__   ,     output_hidden_states=UpperCamelCase__   ,     output_attentions=UpperCamelCase__   ,     **UpperCamelCase__   ,     )

				snake_case   :    Dict			       =		text_encoding_offset
				snake_case   :    Optional[int]			       =		text_pad_token
				snake_case   :    List[Any]			       =		eos_token_id
				snake_case   :    Union[str, Any]			       =		semantic_infer_token
				snake_case   :    str			       =		semantic_vocab_size
				snake_case   :    Dict			       =		max_input_semantic_length
				snake_case   :    int			       =		semantic_rate_hz







class      snake_case__    (	__SCREAMING_SNAKE_CASE ):







		"""simple docstring"""

		lowerCamelCase							=		"""coarse_acoustics"""



		def __init__(	self							:       Optional[Any]   ,     UpperCamelCase__							:       Dict=True   ,     UpperCamelCase__							:       Tuple=False   ,     UpperCamelCase__							:       str=False   ,     UpperCamelCase__							:       List[Any]=False   ,     UpperCamelCase__							:       Dict=False   ,     UpperCamelCase__							:       Any=0.7   ,     UpperCamelCase__							:       Any=True   ,     UpperCamelCase__							:       Union[str, Any]=1_2048   ,     UpperCamelCase__							:       Any=75   ,     UpperCamelCase__							:       Any=2   ,     UpperCamelCase__							:       str=1_2050   ,     UpperCamelCase__							:       Dict=256   ,     UpperCamelCase__							:       int = 630   ,     UpperCamelCase__							:       int = 60   ,     **UpperCamelCase__							:       Tuple   ,     )		->       str:






				"""simple docstring"""







				super().__init__(
				    temperature=UpperCamelCase__   ,     do_sample=UpperCamelCase__   ,     renormalize_logits=UpperCamelCase__   ,     output_scores=UpperCamelCase__   ,     return_dict_in_generate=UpperCamelCase__   ,     output_hidden_states=UpperCamelCase__   ,     output_attentions=UpperCamelCase__   ,     **UpperCamelCase__   ,     )

				snake_case   :    Tuple			       =		coarse_semantic_pad_token
				snake_case   :    List[str]			       =		coarse_rate_hz
				snake_case   :    Optional[int]			       =		n_coarse_codebooks
				snake_case   :    Dict			       =		coarse_infer_token
				snake_case   :    Optional[int]			       =		max_coarse_input_length
				snake_case   :    str			       =		max_coarse_history
				snake_case   :    str			       =		sliding_window_len







class      snake_case__    (	__SCREAMING_SNAKE_CASE ):







		"""simple docstring"""

		lowerCamelCase							=		"""fine_acoustics"""



		def __init__(	self							:       Union[str, Any]   ,     UpperCamelCase__							:       str=0.5   ,     UpperCamelCase__							:       Dict=512   ,     UpperCamelCase__							:       int=1024   ,     UpperCamelCase__							:       Union[str, Any]=8   ,     **UpperCamelCase__							:       List[Any]   ,     )		->       List[str]:






				"""simple docstring"""







				super().__init__(temperature=UpperCamelCase__	)

				snake_case   :    Optional[int]			       =		max_fine_history_length
				snake_case   :    Any			       =		max_fine_input_length
				snake_case   :    str			       =		n_fine_codebooks







class      snake_case__    (	__SCREAMING_SNAKE_CASE ):







		"""simple docstring"""

		lowerCamelCase							=		"""bark"""
		lowerCamelCase							=		True



		def __init__(	self							:       str   ,     UpperCamelCase__							:       Dict = None   ,     UpperCamelCase__							:       Dict = None   ,     UpperCamelCase__							:       Dict = None   ,     UpperCamelCase__							:       Dict=2_4000   ,     UpperCamelCase__							:       List[str]=1024   ,     **UpperCamelCase__							:       Optional[Any]   ,     )		->       int:






				"""simple docstring"""







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

				if coarse_acoustics_config is None:
						snake_case   :    List[Any]			       =		{}
						logger.info('''coarse_acoustics_config is None. initializing the coarse model with default values.'''	)

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

				snake_case   :    Tuple			       =		BarkSemanticGenerationConfig(**UpperCamelCase__	)
				snake_case   :    Tuple			       =		BarkCoarseGenerationConfig(**UpperCamelCase__	)
				snake_case   :    Any			       =		BarkFineGenerationConfig(**UpperCamelCase__	)

				snake_case   :    Tuple			       =		sample_rate
				snake_case   :    List[Any]			       =		codebook_size



		@classmethod
		def 	lowerCAmelCase							(	cls							:       Any   ,     UpperCamelCase__							:       BarkSemanticGenerationConfig   ,     UpperCamelCase__							:       BarkCoarseGenerationConfig   ,     UpperCamelCase__							:       BarkFineGenerationConfig   ,     **UpperCamelCase__							:       Dict   ,     )		->       Tuple:






				"""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()   ,     **UpperCamelCase__   ,     )



		def 	lowerCAmelCase							(	self							:       Dict	)		->       List[Any]:






				"""simple docstring"""







				snake_case   :    List[str]			       =		copy.deepcopy(self.__dict__	)

				snake_case   :    Optional[Any]			       =		self.semantic_config.to_dict()
				snake_case   :    List[str]			       =		self.coarse_acoustics_config.to_dict()
				snake_case   :    str			       =		self.fine_acoustics_config.to_dict()

				snake_case   :    List[str]			       =		self.__class__.model_type
				return output




'''simple docstring'''
#
# Sort large text files in a minimum amount of memory
#
import argparse
import os






class      snake_case__    :







		"""simple docstring"""

		lowerCamelCase							=		"""block_{0}.dat"""



		def __init__(	self							:       List[str]   ,     UpperCamelCase__							:       str	)		->       Union[str, Any]:






				"""simple docstring"""







				snake_case   :    Optional[int]			       =		filename
				snake_case   :    Any			       =		[]



		def 	lowerCAmelCase							(	self							:       Any   ,     UpperCamelCase__							:       int   ,     UpperCamelCase__							:       str	)		->       Dict:






				"""simple docstring"""







				snake_case   :    str			       =		self.BLOCK_FILENAME_FORMAT.format(UpperCamelCase__	)
				with open(UpperCamelCase__   ,     '''w'''	) as file:
						file.write(UpperCamelCase__	)
				self.block_filenames.append(UpperCamelCase__	)



		def 	lowerCAmelCase							(	self							:       Optional[Any]	)		->       Optional[int]:






				"""simple docstring"""







				return self.block_filenames



		def 	lowerCAmelCase							(	self							:       Optional[int]   ,     UpperCamelCase__							:       Union[str, Any]   ,     UpperCamelCase__							:       Optional[Any]=None	)		->       Dict:






				"""simple docstring"""







				snake_case   :    Optional[Any]			       =		0
				with open(self.filename	) as file:
						while True:
								snake_case   :    List[str]			       =		file.readlines(UpperCamelCase__	)

								if lines == []:
										break

								if sort_key is None:
										lines.sort()
								else:
										lines.sort(key=UpperCamelCase__	)

								self.write_block(''''''.join(UpperCamelCase__	)   ,     UpperCamelCase__	)
								i += 1



		def 	lowerCAmelCase							(	self							:       Dict	)		->       Optional[Any]:






				"""simple docstring"""







				map(os.remove   ,     self.block_filenames	)







class      snake_case__    :







		"""simple docstring"""

		def 	lowerCAmelCase							(	self							:       str   ,     UpperCamelCase__							:       Optional[int]	)		->       Dict:






				"""simple docstring"""







				snake_case   :    str			       =		-1
				snake_case   :    Optional[Any]			       =		None

				for i in range(len(UpperCamelCase__	)	):
						if min_str is None or choices[i] < min_str:
								snake_case   :    Union[str, Any]			       =		i

				return min_index







class      snake_case__    :







		"""simple docstring"""

		def __init__(	self							:       str   ,     UpperCamelCase__							:       Tuple	)		->       Dict:






				"""simple docstring"""







				snake_case   :    Dict			       =		files
				snake_case   :    Optional[Any]			       =		set()
				snake_case   :    Tuple			       =		len(UpperCamelCase__	)
				snake_case   :    List[Any]			       =		{i: None for i in range(self.num_buffers	)}



		def 	lowerCAmelCase							(	self							:       Tuple	)		->       int:






				"""simple docstring"""







				return {
				    i: self.buffers[i] for i in range(self.num_buffers	) if i not in self.empty
				}



		def 	lowerCAmelCase							(	self							:       List[str]	)		->       int:






				"""simple docstring"""







				for i in range(self.num_buffers	):
						if self.buffers[i] is None and i not in self.empty:
								snake_case   :    Optional[Any]			       =		self.files[i].readline()

								if self.buffers[i] == "":
										self.empty.add(UpperCamelCase__	)
										self.files[i].close()

				if len(self.empty	) == self.num_buffers:
						return False

				return True



		def 	lowerCAmelCase							(	self							:       Optional[Any]   ,     UpperCamelCase__							:       Any	)		->       str:






				"""simple docstring"""







				snake_case   :    List[Any]			       =		self.buffers[index]
				snake_case   :    Optional[int]			       =		None

				return value







class      snake_case__    :







		"""simple docstring"""

		def __init__(	self							:       List[Any]   ,     UpperCamelCase__							:       Optional[Any]	)		->       Optional[Any]:






				"""simple docstring"""







				snake_case   :    Optional[int]			       =		merge_strategy



		def 	lowerCAmelCase							(	self							:       str   ,     UpperCamelCase__							:       Optional[int]   ,     UpperCamelCase__							:       int   ,     UpperCamelCase__							:       Dict	)		->       Tuple:






				"""simple docstring"""







				snake_case   :    List[Any]			       =		FilesArray(self.get_file_handles(UpperCamelCase__   ,     UpperCamelCase__	)	)
				with open(UpperCamelCase__   ,     '''w'''   ,     UpperCamelCase__	) as outfile:
						while buffers.refresh():
								snake_case   :    List[Any]			       =		self.merge_strategy.select(buffers.get_dict()	)
								outfile.write(buffers.unshift(UpperCamelCase__	)	)



		def 	lowerCAmelCase							(	self							:       List[str]   ,     UpperCamelCase__							:       Tuple   ,     UpperCamelCase__							:       str	)		->       int:






				"""simple docstring"""







				snake_case   :    str			       =		{}

				for i in range(len(UpperCamelCase__	)	):
						snake_case   :    Any			       =		open(filenames[i]   ,     '''r'''   ,     UpperCamelCase__	)  # noqa: UP015

				return files







class      snake_case__    :







		"""simple docstring"""

		def __init__(	self							:       Any   ,     UpperCamelCase__							:       Any	)		->       Optional[Any]:






				"""simple docstring"""







				snake_case   :    Optional[Any]			       =		block_size



		def 	lowerCAmelCase							(	self							:       Dict   ,     UpperCamelCase__							:       int   ,     UpperCamelCase__							:       Tuple=None	)		->       Optional[Any]:






				"""simple docstring"""







				snake_case   :    List[str]			       =		self.get_number_blocks(UpperCamelCase__   ,     self.block_size	)
				snake_case   :    Optional[Any]			       =		FileSplitter(UpperCamelCase__	)
				splitter.split(self.block_size   ,     UpperCamelCase__	)

				snake_case   :    Optional[Any]			       =		FileMerger(NWayMerge()	)
				snake_case   :    Any			       =		self.block_size / (num_blocks + 1)
				merger.merge(splitter.get_block_filenames()   ,     filename + '''.out'''   ,     UpperCamelCase__	)

				splitter.cleanup()



		def 	lowerCAmelCase							(	self							:       Optional[Any]   ,     UpperCamelCase__							:       List[str]   ,     UpperCamelCase__							:       Dict	)		->       List[Any]:






				"""simple docstring"""







				return (os.stat(UpperCamelCase__	).st_size / block_size) + 1







def 					_UpperCamelCase		(    SCREAMING_SNAKE_CASE__       )   ->				List[Any]:


		'''simple docstring'''


		if string[-1].lower() == "k":
				return int(string[:-1]       ) * 1024
		elif string[-1].lower() == "m":
				return int(string[:-1]       ) * 1024 * 1024
		elif string[-1].lower() == "g":
				return int(string[:-1]       ) * 1024 * 1024 * 1024
		else:
				return int(SCREAMING_SNAKE_CASE__       )




def 					_UpperCamelCase		(    )   ->				Optional[int]:


		'''simple docstring'''


		snake_case   :    Tuple			       =		argparse.ArgumentParser()
		parser.add_argument(
		    '''-m'''      ,    '''--mem'''      ,    help='''amount of memory to use for sorting'''      ,    default='''100M'''       )
		parser.add_argument(
		    '''filename'''      ,    metavar='''<filename>'''      ,    nargs=1      ,    help='''name of file to sort'''       )
		snake_case   :    Any			       =		parser.parse_args()

		snake_case   :    int			       =		ExternalSort(parse_memory(args.mem       )       )
		sorter.sort(args.filename[0]       )


if __name__ == "__main__":
						main()


