import pandas as pd
import pytest
from openbb_quantitative.statistics import kurtosis_, mean_, skew_, std_dev_, var_

test_data = pd.Series([1, 2, 3, 4, 5, 6, 7, 8, 9, 10])


def test_kurtosis():
    assert kurtosis_(test_data) == pytest.approx(-1.224, abs=1e-3)


def test_skew():
    assert skew_(test_data) == pytest.approx(0.0, abs=1e-3)


def test_std_dev():
    assert std_dev_(test_data) == pytest.approx(2.872, abs=1e-3)


def test_mean():
    assert mean_(test_data) == pytest.approx(5.5, abs=1e-3)


def test_var():
    assert var_(test_data) == pytest.approx(8.25, abs=1e-3)