





import json
import os
import tempfile

import datasets
from utils import generate_example_dataset, get_duration


a_    :				Tuple					=			50_0000

a_				,       a_    :				str					=			os.path.split(__file__)
a_    :				str					=			os.path.join(RESULTS_BASEPATH, 'results', RESULTS_FILENAME.replace('.py', '.json'))




@get_duration
def   _SCREAMING_SNAKE_CASE      (	snake_case_		:						datasets.Dataset						):
     __magic_name__				=       dataset.select(range(0 ,     len(snake_case_						) ,     2						)						)




@get_duration
def   _SCREAMING_SNAKE_CASE      (	snake_case_		:						datasets.Dataset						):
     __magic_name__				=       dataset.sort('''numbers'''						)




@get_duration
def   _SCREAMING_SNAKE_CASE      (	snake_case_		:						datasets.Dataset						):
     __magic_name__				=       dataset.shuffle()




@get_duration
def   _SCREAMING_SNAKE_CASE      (	snake_case_		:						datasets.Dataset						):
     __magic_name__				=       dataset.train_test_split(0.1						)




@get_duration
def   _SCREAMING_SNAKE_CASE      (	snake_case_		:						datasets.Dataset ,     snake_case_		:						Optional[Any]=10						):
     for shard_id in range(snake_case_						):
          __magic_name__				=       dataset.shard(snake_case_ ,     snake_case_						)




def   _SCREAMING_SNAKE_CASE      (	):
     __magic_name__				=       {'''num examples''': SPEED_TEST_N_EXAMPLES}
     __magic_name__				=       (select, sort, shuffle, train_test_split, shard)
     with tempfile.TemporaryDirectory() as tmp_dir:
          print('''generating dataset'''						)
          __magic_name__				=       datasets.Features({'''text''': datasets.Value('''string'''						), '''numbers''': datasets.Value('''float32'''						)}						)
          __magic_name__				=       generate_example_dataset(
              os.path.join(snake_case_ ,     '''dataset.arrow'''						) ,     snake_case_ ,     num_examples=snake_case_						)
          print('''Functions'''						)
          for func in functions:
               print(func.__name__						)
               __magic_name__				=       func(snake_case_						)

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


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






from math import pi




def   _SCREAMING_SNAKE_CASE      (	snake_case_		:						float						):
     return degree / (180 / pi)


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

    testmod()