




'''simple docstring'''





import json
import os
import tempfile

import datasets
from utils import generate_example_dataset, get_duration


a		:	List[Any]       =      5_0_0_0_0_0

a      ,				a		:	Optional[int]       =      os.path.split(__file__)
a		:	int       =      os.path.join(RESULTS_BASEPATH, '''results''', RESULTS_FILENAME.replace('''.py''', '''.json'''))





@get_duration
def UpperCAmelCase    (       UpperCAmelCase_						):
    _a				:							int							       =      dataset.select(range(0   ,	len(UpperCAmelCase_						)   ,	2						)						)





@get_duration
def UpperCAmelCase    (       UpperCAmelCase_						):
    _a				:							int							       =      dataset.sort("""numbers"""						)





@get_duration
def UpperCAmelCase    (       UpperCAmelCase_						):
    _a				:							List[str]							       =      dataset.shuffle()





@get_duration
def UpperCAmelCase    (       UpperCAmelCase_						):
    _a				:							Optional[int]							       =      dataset.train_test_split(0.1						)





@get_duration
def UpperCAmelCase    (       UpperCAmelCase_   ,	UpperCAmelCase_=10						):
    for shard_id in range(UpperCAmelCase_						):
        _a				:							Optional[int]							       =      dataset.shard(UpperCAmelCase_   ,	UpperCAmelCase_						)





def UpperCAmelCase    (       ):
    _a				:							int							       =      {"""num examples""": SPEED_TEST_N_EXAMPLES}
    _a				:							int							       =      (select, sort, shuffle, train_test_split, shard)
    with tempfile.TemporaryDirectory() as tmp_dir:
        print("""generating dataset"""						)
        _a				:							Tuple							       =      datasets.Features({"""text""": datasets.Value("""string"""						), """numbers""": datasets.Value("""float32"""						)}						)
        _a				:							Optional[int]							       =      generate_example_dataset(
            os.path.join(UpperCAmelCase_   ,	"""dataset.arrow"""						)   ,	UpperCAmelCase_   ,	num_examples=UpperCAmelCase_						)
        print("""Functions"""						)
        for func in functions:
            print(func.__name__						)
            _a				:							Optional[Any]							       =      func(UpperCAmelCase_						)

    with open(UpperCAmelCase_   ,	"""wb"""						) as f:
        f.write(json.dumps(UpperCAmelCase_						).encode("""utf-8"""						)						)


if __name__ == "__main__":  # useful to run the profiler
  benchmark_indices_mapping()









def _a							(      lowerCamelCase:  list					)      ->		list:







      '''simple docstring'''






      __A			  =							len(lowerCamelCase					)
      for cycle_start in range(0   ,							array_len - 1					):
            __A			  =							array[cycle_start]

            __A			  =							cycle_start
            for i in range(cycle_start + 1   ,							lowerCamelCase					):
                  if array[i] < item:
                        pos += 1

            if pos == cycle_start:
                  continue

            while item == array[pos]:
                  pos += 1

            __A  ,		__A			  =							item, array[pos]
            while pos != cycle_start:
                  __A			  =							cycle_start
                  for i in range(cycle_start + 1   ,							lowerCamelCase					):
                        if array[i] < item:
                              pos += 1

                  while item == array[pos]:
                        pos += 1

                  __A  ,		__A			  =							item, array[pos]

      return array


if __name__ == "__main__":
       assert cycle_sort([4, 5, 3, 2, 1]) == [1, 2, 3, 4, 5]
       assert cycle_sort([0, 1, -10, 15, 2, -2]) == [-10, -2, 0, 1, 2, 15]





