tests/deterministic_tigerbeetle_test.py

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from otava.analysis import compute_change_points_deterministic
from tests.tigerbeetle_test import tigerbeetle_demo_data as _get_series


def test_tb_magnitude0_p2():
    series = _get_series()
    cps, weak_cps = compute_change_points_deterministic(series, max_pvalue=0.2)
    indexes = [c.index for c in cps]
    assert indexes == [10, 11, 15, 61, 71, 95, 117, 131, 142, 148, 192, 212, 260, 363]


def test_tb_magnitude0_p15():
    series = _get_series()
    cps, weak_cps = compute_change_points_deterministic(series, max_pvalue=0.15)
    indexes = [c.index for c in cps]
    assert indexes == [10, 11, 15, 61, 71, 95, 117, 131, 142, 148, 192, 212, 260, 363]


def test_tb_magnitude0_p14():
    series = _get_series()
    cps, weak_cps = compute_change_points_deterministic(series, max_pvalue=0.14)
    indexes = [c.index for c in cps]
    assert indexes == [10, 11, 15, 61, 71, 95, 117, 131, 142, 148, 192, 212, 260, 363]


def test_tb_magnitude0_p13():
    series = _get_series()
    cps, weak_cps = compute_change_points_deterministic(series, max_pvalue=0.13)
    indexes = [c.index for c in cps]
    assert indexes == [10, 11, 15, 61, 71, 95, 117, 131, 142, 148, 192, 212, 260, 363]


def test_tb_magnitude0_p127():
    series = _get_series()
    cps, weak_cps = compute_change_points_deterministic(series, max_pvalue=0.129)
    indexes = [c.index for c in cps]
    assert indexes == [10, 11, 15, 61, 71, 95, 117, 131, 142, 148, 192, 212, 260, 363]


def test_tb_magnitude0_p125():
    series = _get_series()
    cps, weak_cps = compute_change_points_deterministic(series, max_pvalue=0.125)
    indexes = [c.index for c in cps]
    assert indexes == [15, 71, 95, 131, 192]


def test_tb_magnitude0_p12():
    series = _get_series()
    cps, weak_cps = compute_change_points_deterministic(series, max_pvalue=0.12)
    indexes = [c.index for c in cps]
    assert indexes == [15, 71, 95, 131, 192]


def test_tb_magnitude0_p11():
    series = _get_series()
    cps, weak_cps = compute_change_points_deterministic(series, max_pvalue=0.11)
    indexes = [c.index for c in cps]
    assert indexes == [15, 71, 95, 131, 192]


def test_tb_magnitude0_p1():
    series = _get_series()
    cps, weak_cps = compute_change_points_deterministic(series, max_pvalue=0.1)
    indexes = [c.index for c in cps]
    assert indexes == [15, 71, 95, 131, 192]


def test_tb_magnitude0_p01():
    series = _get_series()
    cps, weak_cps = compute_change_points_deterministic(series, max_pvalue=0.01)
    indexes = [c.index for c in cps]
    assert indexes == [15, 71, 95, 131, 192]


def test_tb_magnitude0_p001():
    series = _get_series()
    cps, weak_cps = compute_change_points_deterministic(series, max_pvalue=0.001)
    indexes = [c.index for c in cps]
    assert indexes == [15, 71, 192]


def test_tb_magnitude0_p0001():
    series = _get_series()
    cps, weak_cps = compute_change_points_deterministic(series, max_pvalue=0.0001)
    indexes = [c.index for c in cps]
    assert indexes == [15, 71, 192]


def test_tb_magnitude0_p00001():
    series = _get_series()
    cps, weak_cps = compute_change_points_deterministic(series, max_pvalue=0.00001)
    indexes = [c.index for c in cps]
    print(cps)
    assert indexes == [15, 71, 192]


def test_tb_magnitude0_p7x01():
    series = _get_series()
    cps, weak_cps = compute_change_points_deterministic(series, max_pvalue=0.00000001)
    indexes = [c.index for c in cps]
    print(cps)
    assert indexes == [71, 192]


def test_tb_magnitude0_p31x01():
    series = _get_series()
    cps, weak_cps = compute_change_points_deterministic(series, max_pvalue=0.00000000000000000000000000000001)
    indexes = [c.index for c in cps]
    print(cps)
    assert indexes == [71, 192]