





import math





def 					lowerCAmelCase_			(	__a     ,   __a = 0     ,   __a = 0		):







  """simple docstring"""





  lowerCamelCase__:				Tuple        =end or len(A_		)
  for i in range(A_     ,   A_		):
    lowerCamelCase__:				Dict        =i
    lowerCamelCase__:				List[Any]        =array[i]
    while temp_index != start and temp_index_value < array[temp_index - 1]:
      lowerCamelCase__:				str        =array[temp_index - 1]
      temp_index -= 1
    lowerCamelCase__:				int        =temp_index_value
  return array





def 					lowerCAmelCase_			(	__a     ,   __a     ,   __a		):  # Max Heap







  """simple docstring"""





  lowerCamelCase__:				List[str]        =index
  lowerCamelCase__:				Any        =2 * index + 1  # Left Node
  lowerCamelCase__:				int        =2 * index + 2  # Right Node

  if left_index < heap_size and array[largest] < array[left_index]:
    lowerCamelCase__:				Tuple        =left_index

  if right_index < heap_size and array[largest] < array[right_index]:
    lowerCamelCase__:				int        =right_index

  if largest != index:
    lowerCamelCase__:				Dict        =array[largest], array[index]
    heapify(A_     ,   A_     ,   A_		)





def 					lowerCAmelCase_			(	__a		):







  """simple docstring"""





  lowerCamelCase__:				Any        =len(A_		)

  for i in range(n // 2     ,   -1     ,   -1		):
    heapify(A_     ,   A_     ,   A_		)

  for i in range(n - 1     ,   0     ,   -1		):
    lowerCamelCase__:				List[str]        =array[0], array[i]
    heapify(A_     ,   0     ,   A_		)

  return array





def 					lowerCAmelCase_			(	__a     ,   __a     ,   __a     ,   __a		):







  """simple docstring"""





  if (array[first_index] > array[middle_index]) != (
      array[first_index] > array[last_index]
  ):
    return array[first_index]
  elif (array[middle_index] > array[first_index]) != (
      array[middle_index] > array[last_index]
  ):
    return array[middle_index]
  else:
    return array[last_index]





def 					lowerCAmelCase_			(	__a     ,   __a     ,   __a     ,   __a		):







  """simple docstring"""





  lowerCamelCase__:				str        =low
  lowerCamelCase__:				Union[str, Any]        =high
  while True:
    while array[i] < pivot:
      i += 1
    j -= 1
    while pivot < array[j]:
      j -= 1
    if i >= j:
      return i
    lowerCamelCase__:				Union[str, Any]        =array[j], array[i]
    i += 1





def 					lowerCAmelCase_			(	__a		):







  """simple docstring"""





  if len(A_		) == 0:
    return array
  lowerCamelCase__:				int        =2 * math.ceil(math.loga(len(A_		)		)		)
  lowerCamelCase__:				Optional[Any]        =16
  return intro_sort(A_     ,   0     ,   len(A_		)     ,   A_     ,   A_		)





def 					lowerCAmelCase_			(	__a     ,   __a     ,   __a     ,   __a     ,   __a		):







  """simple docstring"""





  while end - start > size_threshold:
    if max_depth == 0:
      return heap_sort(A_		)
    max_depth -= 1
    lowerCamelCase__:				List[str]        =median_of_a(A_     ,   A_     ,   start + ((end - start) // 2) + 1     ,   end - 1		)
    lowerCamelCase__:				Union[str, Any]        =partition(A_     ,   A_     ,   A_     ,   A_		)
    intro_sort(A_     ,   A_     ,   A_     ,   A_     ,   A_		)
    lowerCamelCase__:				Optional[int]        =p
  return insertion_sort(A_     ,   A_     ,   A_		)


if __name__ == "__main__":
     import doctest

     doctest.testmod()

     __A     =    input("Enter numbers separated by a comma : ").strip()
     __A     =    [float(item) for item in user_input.split(",")]
     print(sort(unsorted))








import enum
import os
from hashlib import shaaaa
from typing import Optional

from .. import config
from .logging import get_logger


__A     =    get_logger(__name__)



class        _SCREAMING_SNAKE_CASE						(     enum.Enum   ):







 '''simple docstring'''
 lowercase_		=      "all_checks"
 lowercase_		=      "basic_checks"
 lowercase_		=      "no_checks"



class        _SCREAMING_SNAKE_CASE						(     __SCREAMING_SNAKE_CASE   ):







 '''simple docstring'''



class        _SCREAMING_SNAKE_CASE						(     __SCREAMING_SNAKE_CASE   ):







 '''simple docstring'''



class        _SCREAMING_SNAKE_CASE						(     __SCREAMING_SNAKE_CASE   ):







 '''simple docstring'''



class        _SCREAMING_SNAKE_CASE						(     __SCREAMING_SNAKE_CASE   ):







 '''simple docstring'''





def 					lowerCAmelCase_			(	__a     ,   __a     ,   __a=None		)					->		Optional[int]:







  """simple docstring"""





  if expected_checksums is None:
    logger.info("Unable to verify checksums."		)
    return
  if len(set(__a		) - set(__a		)		) > 0:
    raise ExpectedMoreDownloadedFiles(str(set(__a		) - set(__a		)		)		)
  if len(set(__a		) - set(__a		)		) > 0:
    raise UnexpectedDownloadedFile(str(set(__a		) - set(__a		)		)		)
  lowerCamelCase__:				List[Any]        =[url for url in expected_checksums if expected_checksums[url] != recorded_checksums[url]]
  lowerCamelCase__:				Union[str, Any]        =" for " + verification_name if verification_name is not None else ""
  if len(__a		) > 0:
    raise NonMatchingChecksumError(
        F"""Checksums didn't match{for_verification_name}:\n"""
        F"""{bad_urls}\n"""
        "Set `verification_mode='no_checks'` to skip checksums verification and ignore this error"		)
  logger.info("All the checksums matched successfully" + for_verification_name		)



class        _SCREAMING_SNAKE_CASE						(     __SCREAMING_SNAKE_CASE   ):







 '''simple docstring'''



class        _SCREAMING_SNAKE_CASE						(     __SCREAMING_SNAKE_CASE   ):







 '''simple docstring'''



class        _SCREAMING_SNAKE_CASE						(     __SCREAMING_SNAKE_CASE   ):







 '''simple docstring'''



class        _SCREAMING_SNAKE_CASE						(     __SCREAMING_SNAKE_CASE   ):







 '''simple docstring'''





def 					lowerCAmelCase_			(	__a     ,   __a		)					->		Any:







  """simple docstring"""





  if expected_splits is None:
    logger.info("Unable to verify splits sizes."		)
    return
  if len(set(__a		) - set(__a		)		) > 0:
    raise ExpectedMoreSplits(str(set(__a		) - set(__a		)		)		)
  if len(set(__a		) - set(__a		)		) > 0:
    raise UnexpectedSplits(str(set(__a		) - set(__a		)		)		)
  lowerCamelCase__:				Optional[int]        =[
      {"expected": expected_splits[name], "recorded": recorded_splits[name]}
      for name in expected_splits
      if expected_splits[name].num_examples != recorded_splits[name].num_examples
  ]
  if len(__a		) > 0:
    raise NonMatchingSplitsSizesError(str(__a		)		)
  logger.info("All the splits matched successfully."		)





def 					lowerCAmelCase_			(	__a     ,   __a = True		)					->		dict:







  """simple docstring"""





  if record_checksum:
    lowerCamelCase__:				str        =shaaaa()
    with open(__a     ,   "rb"		) as f:
      for chunk in iter(lambda: f.read(1 << 20		)     ,   b""		):
        m.update(__a		)
      lowerCamelCase__:				Dict        =m.hexdigest()
  else:
    lowerCamelCase__:				List[str]        =None
  return {"num_bytes": os.path.getsize(__a		), "checksum": checksum}






def 					lowerCAmelCase_			(	__a		)					->		int:







  """simple docstring"""





  if dataset_size and config.IN_MEMORY_MAX_SIZE:
    return dataset_size < config.IN_MEMORY_MAX_SIZE
  else:
    return False

