|
| 1 | +import numpy as np |
| 2 | +import pytest |
| 3 | + |
| 4 | +import astropy.units as apu |
| 5 | +import astropy.cosmology as acosmo |
| 6 | + |
| 7 | +from pyx import cosmology as pyxcosmo |
| 8 | + |
| 9 | + |
| 10 | +def test_get_cosmology_from_name(): |
| 11 | + """ |
| 12 | + Test that all cosmologies are load correctly from name. |
| 13 | + """ |
| 14 | + W5 = acosmo.WMAP5 |
| 15 | + W7 = acosmo.WMAP7 |
| 16 | + W9 = acosmo.WMAP9 |
| 17 | + P13 = acosmo.Planck13 |
| 18 | + P15 = acosmo.Planck15 |
| 19 | + P18 = acosmo.Planck18 |
| 20 | + assert pyxcosmo.get_cosmology_from_name("WMAP5") == W5 |
| 21 | + assert pyxcosmo.get_cosmology_from_name("WMAP7") == W7 |
| 22 | + assert pyxcosmo.get_cosmology_from_name("WMAP9") == W9 |
| 23 | + assert pyxcosmo.get_cosmology_from_name("Planck13") == P13 |
| 24 | + assert pyxcosmo.get_cosmology_from_name("Planck15") == P15 |
| 25 | + assert pyxcosmo.get_cosmology_from_name("Planck18") == P18 |
| 26 | + |
| 27 | + |
| 28 | +def test_get_cosmology_from_name_invalid_entry(): |
| 29 | + """ |
| 30 | + Test that passing an invalid string will return a ValueError |
| 31 | + """ |
| 32 | + with pytest.raises(ValueError): |
| 33 | + pyxcosmo.get_cosmology_from_name("NOTPLANCK2020") |
| 34 | + |
| 35 | + |
| 36 | +def test_get_cosmology_from_name_pass_cosmo(): |
| 37 | + """ |
| 38 | + Test that passing an astropy.cosmology will return that same |
| 39 | + cosmology. |
| 40 | +
|
| 41 | + """ |
| 42 | + W5 = acosmo.WMAP5 |
| 43 | + W7 = acosmo.WMAP7 |
| 44 | + W9 = acosmo.WMAP9 |
| 45 | + P13 = acosmo.Planck13 |
| 46 | + P15 = acosmo.Planck15 |
| 47 | + P18 = acosmo.Planck18 |
| 48 | + assert pyxcosmo.get_cosmology_from_name(W5) == W5 |
| 49 | + assert pyxcosmo.get_cosmology_from_name(W7) == W7 |
| 50 | + assert pyxcosmo.get_cosmology_from_name(W9) == W9 |
| 51 | + assert pyxcosmo.get_cosmology_from_name(P13) == P13 |
| 52 | + assert pyxcosmo.get_cosmology_from_name(P15) == P15 |
| 53 | + assert pyxcosmo.get_cosmology_from_name(P18) == P18 |
| 54 | + |
| 55 | + |
| 56 | +def test_z_to_cMpc_check_float_and_int_works(): |
| 57 | + """ |
| 58 | + Test comoving distance is calculated from redshift to match astropy |
| 59 | +
|
| 60 | + """ |
| 61 | + redshift_int = 1 |
| 62 | + redshift_float = 1.0 |
| 63 | + expected_distance = 3395.905416665515 # Calculated from astropy |
| 64 | + calculated_distance_float = pyxcosmo.z_to_cMpc(redshift_float, cosmology='Planck15').value |
| 65 | + calculated_distance_int = pyxcosmo.z_to_cMpc(redshift_int, cosmology='Planck15').value |
| 66 | + # Since expected distance is a float, no not test for exact equality |
| 67 | + assert np.isclose(expected_distance, calculated_distance_float) |
| 68 | + assert np.isclose(expected_distance, calculated_distance_int) |
| 69 | + |
| 70 | + |
| 71 | +def test_z_to_cMpc_redshift_zero(): |
| 72 | + """ |
| 73 | + Test 0 Mpc is returned when given 0 redshift |
| 74 | +
|
| 75 | + """ |
| 76 | + redshift = 0.0 |
| 77 | + expected_distance = 0.0 |
| 78 | + calculated_distance = pyxcosmo.z_to_cMpc(redshift, cosmology='Planck15').value |
| 79 | + assert np.isclose(expected_distance, calculated_distance) |
| 80 | + |
| 81 | + |
| 82 | +def test_z_to_cMpc_redshift_array(): |
| 83 | + """ |
| 84 | + Test using a redshift array returns an array of distances |
| 85 | +
|
| 86 | + """ |
| 87 | + redshift_array = np.array([0.0, 1.0]) |
| 88 | + |
| 89 | + # Must return an array |
| 90 | + expected_distance_array = np.array([0.0, 3395.905416665515]) |
| 91 | + calculated_distance_array = pyxcosmo.z_to_cMpc(redshift_array, cosmology='Planck15').value |
| 92 | + assert np.isclose(expected_distance_array, calculated_distance_array).all |
| 93 | + |
| 94 | + |
| 95 | +def test_cMpc_to_z_check_float_and_int_works(): |
| 96 | + """ |
| 97 | + Test redshift is calculated from cMpc with dtype = float |
| 98 | +
|
| 99 | + """ |
| 100 | + |
| 101 | + comoving_distance_int = 3000 |
| 102 | + comoving_distance_float = 3000.0 |
| 103 | + expected_redshift = 0.8479314667609102 # Calculated from astropy |
| 104 | + calculated_redshift_int = pyxcosmo.cMpc_to_z(comoving_distance_int, cosmology='Planck15') |
| 105 | + calculated_redshift_float = pyxcosmo.cMpc_to_z(comoving_distance_float, cosmology='Planck15') |
| 106 | + assert np.isclose(expected_redshift, calculated_redshift_float) |
| 107 | + assert np.isclose(expected_redshift, calculated_redshift_int) |
| 108 | + |
| 109 | + |
| 110 | +def test_cMpc_to_z_zero(): |
| 111 | + """ |
| 112 | + Test zero comoving distance should return zero redshift |
| 113 | +
|
| 114 | + """ |
| 115 | + # Zero distance should give zero redshift |
| 116 | + comoving_distance = 0.0 |
| 117 | + expected_redshift = 0.0 |
| 118 | + calculated_redshift = pyxcosmo.cMpc_to_z(comoving_distance, cosmology='Planck15') |
| 119 | + assert np.isclose(expected_redshift, calculated_redshift) |
| 120 | + |
| 121 | + |
| 122 | +def test_cMpc_to_z_array(): |
| 123 | + """ |
| 124 | + Test passing a comoving distance array returns a redshift array |
| 125 | +
|
| 126 | + """ |
| 127 | + comoving_distance_array = np.array([0.0, 3000]) |
| 128 | + # Must return an array |
| 129 | + expected_redshift_array = np.array([0.0, 0.8479314667609102]) |
| 130 | + calculated_redshift_array = pyxcosmo.cMpc_to_z(comoving_distance_array, cosmology='Planck15') |
| 131 | + assert np.isclose(expected_redshift_array, calculated_redshift_array).all |
| 132 | + |
| 133 | + |
| 134 | +def test_cMpc_to_z_with_units(): |
| 135 | + """ |
| 136 | + Test that passsing comoving distance with units calculated redshift |
| 137 | + correctly. |
| 138 | +
|
| 139 | + """ |
| 140 | + comoving_distance_units = 3000 * apu.Mpc |
| 141 | + expected_redshift = 0.8479314667609102 |
| 142 | + calculated_redshift = pyxcosmo.cMpc_to_z(comoving_distance_units, cosmology='Planck15') |
| 143 | + assert np.isclose(expected_redshift, calculated_redshift) |
| 144 | + |
| 145 | +def test_scale_factor_check_float_and_int_works(): |
| 146 | + """ |
| 147 | + Test that the scale factor function works with floats and ints |
| 148 | + """ |
| 149 | + redshift_int = 1 |
| 150 | + redshift_float = 1.0 |
| 151 | + true_a = 0.5 |
| 152 | + scale_factor_int = pyxcosmo.scale_factor(redshift_int) |
| 153 | + scale_factor_float = pyxcosmo.scale_factor(redshift_float) |
| 154 | + assert true_a == scale_factor_float |
| 155 | + assert true_a == scale_factor_int |
| 156 | + |
| 157 | + |
| 158 | +def test_scale_factor_with_arrays(): |
| 159 | + """ |
| 160 | + Test that the scale factor function works with floats and ints |
| 161 | + """ |
| 162 | + redshift = np.array([0, 1, 2, 3]) |
| 163 | + true_a_array = np.array([1, 1/2, 1/3, 1/4]) |
| 164 | + scale_factors = pyxcosmo.scale_factor(redshift) |
| 165 | + |
| 166 | + assert np.isclose(true_a_array, scale_factors).all() |
| 167 | + |
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