



"""simple docstring"""
from __future__ import annotations

import time
from collections.abc import Sequence
from random import randint

from matplotlib import pyplot as plt


def 			_SCREAMING_SNAKE_CASE						(__lowerCAmelCase ,  __lowerCAmelCase ,  __lowerCAmelCase							) ->						Any:







  '''simple docstring'''


  if not arr:
    return None, None, 0
  if low == high:
    return low, high, arr[low]

  lowercase_								= (low + high) // 2
  lowercase_								= max_subarray(__SCREAMING_SNAKE_CASE ,  __SCREAMING_SNAKE_CASE ,  __SCREAMING_SNAKE_CASE							)
  lowercase_								= max_subarray(__SCREAMING_SNAKE_CASE ,  mid + 1 ,  __SCREAMING_SNAKE_CASE							)
  lowercase_								= max_cross_sum(__SCREAMING_SNAKE_CASE ,  __SCREAMING_SNAKE_CASE ,  __SCREAMING_SNAKE_CASE ,  __SCREAMING_SNAKE_CASE							)
  if left_sum >= right_sum and left_sum >= cross_sum:
    return left_low, left_high, left_sum
  elif right_sum >= left_sum and right_sum >= cross_sum:
    return right_low, right_high, right_sum
  return cross_left, cross_right, cross_sum


def 			_SCREAMING_SNAKE_CASE						(__lowerCAmelCase ,  __lowerCAmelCase ,  __lowerCAmelCase ,  __lowerCAmelCase							) ->						str:







  '''simple docstring'''


  lowercase_								= float("""-inf"""							), -1
  lowercase_								= float("""-inf"""							), -1

  lowercase_								= 0
  for i in range(__SCREAMING_SNAKE_CASE ,  low - 1 ,  -1							):
    summ += arr[i]
    if summ > left_sum:
      lowercase_								= summ
      lowercase_								= i

  lowercase_								= 0
  for i in range(mid + 1 ,  high + 1							):
    summ += arr[i]
    if summ > right_sum:
      lowercase_								= summ
      lowercase_								= i

  return max_left, max_right, (left_sum + right_sum)


def 			_SCREAMING_SNAKE_CASE						(__lowerCAmelCase							) ->						Tuple:







  '''simple docstring'''


  lowercase_								= [randint(1 ,  __SCREAMING_SNAKE_CASE							) for _ in range(__SCREAMING_SNAKE_CASE							)]
  lowercase_								= time.time()
  max_subarray(__SCREAMING_SNAKE_CASE ,  0 ,  input_size - 1							)
  lowercase_								= time.time()
  return end - start


def 			_SCREAMING_SNAKE_CASE						() ->						List[str]:







  '''simple docstring'''


  lowercase_								= [10, 1_00, 10_00, 1_00_00, 5_00_00, 10_00_00, 20_00_00, 30_00_00, 40_00_00, 50_00_00]
  lowercase_								= [time_max_subarray(__SCREAMING_SNAKE_CASE							) for input_size in input_sizes]
  print("""No of Inputs\t\tTime Taken"""							)
  for input_size, runtime in zip(__SCREAMING_SNAKE_CASE ,  __SCREAMING_SNAKE_CASE							):
    print(__SCREAMING_SNAKE_CASE ,  """\t\t""" ,  __SCREAMING_SNAKE_CASE							)
  plt.plot(__SCREAMING_SNAKE_CASE ,  __SCREAMING_SNAKE_CASE							)
  plt.xlabel("""Number of Inputs"""							)
  plt.ylabel("""Time taken in seconds"""							)
  plt.show()


if __name__ == "__main__":
       from doctest import testmod

       testmod()






"""simple docstring"""
from typing import List

import datasets
from datasets.tasks import AudioClassification

from ..folder_based_builder import folder_based_builder


UpperCAmelCase						:		Union[str, Any]			= datasets.utils.logging.get_logger(__name__)


class    SCREAMING_SNAKE_CASE__ (							folder_based_builder.FolderBasedBuilderConfig   ):
    lowercase__      =   None
    lowercase__      =   None







class    SCREAMING_SNAKE_CASE__ (							folder_based_builder.FolderBasedBuilder   ):
    lowercase__      =   datasets.Audio()
    lowercase__      =   "audio"
    lowercase__      =   AudioFolderConfig
    lowercase__      =   42  # definition at the bottom of the script
    lowercase__      =   AudioClassification(audio_column="audio"      ,  label_column="label"   )







UpperCAmelCase						:		Tuple			= [
    ".aiff",
    ".au",
    ".avr",
    ".caf",
    ".flac",
    ".htk",
    ".svx",
    ".mat4",
    ".mat5",
    ".mpc2k",
    ".ogg",
    ".paf",
    ".pvf",
    ".raw",
    ".rf64",
    ".sd2",
    ".sds",
    ".ircam",
    ".voc",
    ".w64",
    ".wav",
    ".nist",
    ".wavex",
    ".wve",
    ".xi",
    ".mp3",
    ".opus",
]
UpperCAmelCase						:		Any			= AUDIO_EXTENSIONS

