






'''simple docstring'''

def     __lowercase  (_lowercase     )   ->     list:


     """simple docstring"""
     __lowerCamelCase						:       Dict				   =				len(_lowercase     )
     for i in range(1,						_lowercase     ):
          __lowerCamelCase						:       Dict				   =				collection[i]
          __lowerCamelCase						:       Any				   =				0
          __lowerCamelCase						:       Optional[Any]				   =				i - 1

          while low <= high:
               __lowerCamelCase						:       Optional[int]				   =				(low + high) // 2
               if val < collection[mid]:
                    __lowerCamelCase						:       Any				   =				mid - 1
               else:
                    __lowerCamelCase						:       Optional[int]				   =				mid + 1
          for j in range(_lowercase,						_lowercase,						-1     ):
               __lowerCamelCase						:       Dict				   =				collection[j - 1]
          __lowerCamelCase						:       Optional[Any]				   =				val
     return collection


if __name__ == "__main__":
   UpperCAmelCase__						:Optional[Any]          =			input("""Enter numbers separated by a comma:\n""").strip()
   UpperCAmelCase__						:Any          =			[int(item) for item in user_input.split(""",""")]
   print(binary_insertion_sort(unsorted))











'''simple docstring'''

import copy
from dataclasses import dataclass, field
from typing import ClassVar, Dict

from ..features import Audio, Features, Value
from .base import TaskTemplate







@dataclass(frozen=lowerCAmelCase_  )
class 	SCREAMING_SNAKE_CASE	(      lowerCAmelCase_  ):
       snake_case__    :     str   		=			field(default='automatic-speech-recognition'    ,   metadata={'include_in_asdict_even_if_is_default': True}  )
       snake_case__    :     ClassVar[Features]   		=			Features({'audio': Audio()}  )
       snake_case__    :     ClassVar[Features]   		=			Features({'transcription': Value('string'  )}  )
       snake_case__    :     str   		=			"audio"
       snake_case__    :     str   		=			"transcription"




       def 					a_					(					self      : Any	,    A__      : Any					):


            """simple docstring"""







            if self.audio_column not in features:
                 raise ValueError(f"Column {self.audio_column} is not present in features."					)
            if not isinstance(features[self.audio_column]	,    A__					):
                 raise ValueError(f"Column {self.audio_column} is not an Audio type."					)
            __lowerCamelCase						:       Dict				   =				copy.deepcopy(self					)
            __lowerCamelCase						:       List[Any]				   =				self.input_schema.copy()
            __lowerCamelCase						:       Optional[int]				   =				features[self.audio_column]
            __lowerCamelCase						:       Any				   =				input_schema
            return task_template




       @property
       def 					a_					(					self      : Any					):


            """simple docstring"""







            return {self.audio_column: "audio", self.transcription_column: "transcription"}



