



import json
import os
import tempfile

import datasets
from utils import generate_example_dataset, get_duration


UpperCAmelCase							=       500_000

UpperCAmelCase			,							UpperCAmelCase							=       os.path.split(__file__)
UpperCAmelCase							=       os.path.join(RESULTS_BASEPATH, """results""", RESULTS_FILENAME.replace(""".py""", """.json"""))

@get_duration
def       A_   (						__a  :					datasets.Dataset		):

				"""simple docstring"""
				a__					   =		dataset.select(range(0			,		len(__a		)			,		2		)		)

@get_duration
def       A_   (						__a  :					datasets.Dataset		):

				"""simple docstring"""
				a__					   =		dataset.sort("""numbers"""		)

@get_duration
def       A_   (						__a  :					datasets.Dataset		):

				"""simple docstring"""
				a__					   =		dataset.shuffle()

@get_duration
def       A_   (						__a  :					datasets.Dataset		):

				"""simple docstring"""
				a__					   =		dataset.train_test_split(0.1		)

@get_duration
def       A_   (						__a  :					datasets.Dataset			,		__a  :					Any=10		):

				"""simple docstring"""
				for shard_id in range(__a		):
								a__					   =		dataset.shard(__a			,		__a		)

def       A_   (						):

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

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


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






from __future__ import annotations

def       A_   (						__a  :					int		):

				"""simple docstring"""
				a__					   =		{1}
				a__					   =		[1]
				for _ in range(2			,		depth + 1		):
								a__					   =		[*previous_coefficients, 0]
								a__					   =		[0, *previous_coefficients]
								a__					   =		[]
								for x, y in zip(__a			,		__a		):
												coefficients.add(x + y		)
												previous_coefficients.append(x + y		)
				return coefficients

def       A_   (						__a  :					set[int]		):

				"""simple docstring"""
				a__					   =		set()
				for number in unique_coefficients:
								a__					   =		2
								a__					   =		number
								while divisor**2 <= copy_number:
												a__					   =		0
												while copy_number % divisor == 0:
																copy_number //= divisor
																multiplicity += 1
												if multiplicity >= 2:
																non_squarefrees.add(__a		)
																break
												divisor += 1

				return unique_coefficients.difference(__a		)

def       A_   (						__a  :					int = 51		):

				"""simple docstring"""
				a__					   =		get_pascal_triangle_unique_coefficients(__a		)
				a__					   =		get_squarefrees(__a		)
				return sum(__a		)


if __name__ == "__main__":
	print(f"""{solution() = }""")

