def test_EffectiveAreaTable(tmp_path, aeff):
arf = aeff.to_effective_area_table(offset=0.3 * u.deg)
assert_quantity_allclose(arf.data.evaluate(), arf.data.data)
with mpl_plot_check():
arf.plot()
arf.write(tmp_path / "tmp.fits")
arf2 = EffectiveAreaTable.read(tmp_path / "tmp.fits")
assert_quantity_allclose(arf.data.evaluate(), arf2.data.evaluate())
test_aeff = 0.6 * arf.max_area
node_above = np.where(arf.data.data > test_aeff)[0][0]
energy = arf.data.axes["energy_true"]
ener_above = energy.center[node_above]
ener_below = energy.center[node_above - 1]
test_ener = arf.find_energy(test_aeff)
assert ener_below < test_ener and test_ener < ener_above
elo_threshold = arf.find_energy(0.1 * arf.max_area)
assert elo_threshold.unit == "TeV"
assert_allclose(elo_threshold.value, 0.554086, rtol=1e-3)
ehi_threshold = arf.find_energy(0.9 * arf.max_area,
emin=30 * u.TeV,
emax=100 * u.TeV)
assert ehi_threshold.unit == "TeV"
assert_allclose(ehi_threshold.value, 53.347217, rtol=1e-3)
# Test evaluation outside safe range
data = [np.nan, np.nan, 0, 0, 1, 2, 3, np.nan, np.nan]
energy_axis_true = MapAxis.from_energy_bounds("1 TeV",
"10 TeV",
nbin=9,
name="energy_true")
aeff = EffectiveAreaTable(data=data, energy_axis_true=energy_axis_true)
vals = aeff.evaluate_fill_nan()
assert vals[1] == 0
assert vals[-1] == 3
def test_EffectiveAreaTable(tmpdir, aeff):
arf = aeff.to_effective_area_table(offset=0.3 * u.deg)
assert_quantity_allclose(arf.data.evaluate(), arf.data.data)
with mpl_plot_check():
arf.plot()
filename = str(tmpdir / "effarea_test.fits")
arf.write(filename)
arf2 = EffectiveAreaTable.read(filename)
assert_quantity_allclose(arf.data.evaluate(), arf2.data.evaluate())
test_aeff = 0.6 * arf.max_area
node_above = np.where(arf.data.data > test_aeff)[0][0]
energy = arf.data.axis("energy")
ener_above = energy.center[node_above]
ener_below = energy.center[node_above - 1]
test_ener = arf.find_energy(test_aeff)
assert ener_below < test_ener and test_ener < ener_above
elo_threshold = arf.find_energy(0.1 * arf.max_area)
assert elo_threshold.unit == "TeV"
assert_allclose(elo_threshold.value, 0.554086, rtol=1e-3)
ehi_threshold = arf.find_energy(0.9 * arf.max_area,
emin=30 * u.TeV,
emax=100 * u.TeV)
assert ehi_threshold.unit == "TeV"
assert_allclose(ehi_threshold.value, 53.347217, rtol=1e-3)
# Test evaluation outside safe range
data = [np.nan, np.nan, 0, 0, 1, 2, 3, np.nan, np.nan]
energy = np.logspace(0, 10, 10) * u.TeV
aeff = EffectiveAreaTable(data=data,
energy_lo=energy[:-1],
energy_hi=energy[1:])
vals = aeff.evaluate_fill_nan()
assert vals[1] == 0
assert vals[-1] == 3