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| 1 | +import unittest |
| 2 | +from pyvdrm.hcvr import HCVR, AsiMutations, Score |
| 3 | +from pyvdrm.vcf import Mutation, MutationSet, VariantCalls |
| 4 | + |
| 5 | + |
| 6 | +# noinspection SqlNoDataSourceInspection,SqlDialectInspection |
| 7 | +class TestRuleParser(unittest.TestCase): |
| 8 | + |
| 9 | + def test_stanford_ex1(self): |
| 10 | + HCVR("151M OR 69i") |
| 11 | + |
| 12 | + def test_stanford_ex2(self): |
| 13 | + rule = HCVR("SELECT ATLEAST 2 FROM (41L, 67N, 70R, 210W, 215F, 219Q)") |
| 14 | + m1 = MutationSet('41L') |
| 15 | + m2 = MutationSet('67N') |
| 16 | + m3 = MutationSet('70N') |
| 17 | + self.assertTrue(rule([m1, m2])) |
| 18 | + self.assertFalse(rule([m1, m3])) |
| 19 | + |
| 20 | + def test_stanford_ex3(self): |
| 21 | + HCVR("SELECT ATLEAST 2 AND NOTMORETHAN 2 FROM (41L, 67N, 70R, 210W, 215FY, 219QE)") |
| 22 | + |
| 23 | + def test_stanford_ex4(self): |
| 24 | + HCVR("215FY AND NOT 184VI") |
| 25 | + |
| 26 | + def test_stanford_rest(self): |
| 27 | + examples = ["SCORE FROM (65R => 20, 74V => 20, 184VI => 20)", |
| 28 | + "151M AND EXCLUDE 69i", |
| 29 | + # "69(NOT TDN)", |
| 30 | + "215F OR 215Y", |
| 31 | + "SCORE FROM (101P => 40, 101E => 30, 101HN => 15, 101Q => 5 )", |
| 32 | + "SCORE FROM ( MAX (101P => 40, 101E => 30, 101HN => 15, 101Q => 5 ))", |
| 33 | + "(184V AND 115F) => 20" |
| 34 | + "3N AND 9N", |
| 35 | + "2N OR 9N AND 2N", |
| 36 | + "3N AND (2N AND (4N OR 2N))"] |
| 37 | + |
| 38 | + for ex in examples: |
| 39 | + x = HCVR(ex) |
| 40 | + self.assertEqual(ex, x.rule) |
| 41 | + |
| 42 | + def test_asi2_compat(self): |
| 43 | + q = "SCORE FROM ( 98G => 10, 100I => 40,\ |
| 44 | + MAX (101P => 40, 101E => 30, 101HN => 15, 101Q => 5) )" |
| 45 | + HCVR(q) |
| 46 | + |
| 47 | + |
| 48 | +# noinspection SqlNoDataSourceInspection,SqlDialectInspection |
| 49 | +class TestRuleSemantics(unittest.TestCase): |
| 50 | + def test_score_from(self): |
| 51 | + rule = HCVR("SCORE FROM ( 100G => 10, 101D => 20 )") |
| 52 | + self.assertEqual(rule(VariantCalls("100G 102G")), 10) |
| 53 | + |
| 54 | + def test_score_negate(self): |
| 55 | + rule = HCVR("SCORE FROM ( NOT 100G => 10, NOT 101SD => 20 )") |
| 56 | + self.assertEqual(rule(VariantCalls("100G 102G")), 20) |
| 57 | + self.assertEqual(rule(VariantCalls("100S 101S")), 10) |
| 58 | + |
| 59 | + def test_score_residues(self): |
| 60 | + rule = HCVR("SCORE FROM ( 100G => 10, 101D => 20 )") |
| 61 | + expected_residue = repr({Mutation('S100G')}) |
| 62 | + |
| 63 | + result = rule.dtree(VariantCalls("S100G R102G")) |
| 64 | + |
| 65 | + self.assertEqual(expected_residue, repr(result.residues)) |
| 66 | + |
| 67 | + def test_score_from_max(self): |
| 68 | + rule = HCVR("SCORE FROM (MAX (100G => 10, 101D => 20, 102D => 30))") |
| 69 | + self.assertEqual(rule(VariantCalls("100G 101D")), 20) |
| 70 | + self.assertEqual(rule(VariantCalls("10G 11D")), False) |
| 71 | + |
| 72 | + def test_score_from_max_neg(self): |
| 73 | + rule = HCVR("SCORE FROM (MAX (100G => -10, 101D => -20, 102D => 30))") |
| 74 | + self.assertEqual(rule(VariantCalls("100G 101D")), -10) |
| 75 | + self.assertEqual(rule(VariantCalls("10G 11D")), False) |
| 76 | + |
| 77 | + def test_bool_and(self): |
| 78 | + rule = HCVR("1G AND (2T AND 7Y)") |
| 79 | + self.assertEqual(rule(VariantCalls("2T 7Y 1G")), True) |
| 80 | + self.assertEqual(rule(VariantCalls("2T 3Y 1G")), False) |
| 81 | + self.assertEqual(rule(VariantCalls("7Y 1G 2T")), True) |
| 82 | + self.assertEqual(rule([]), False) |
| 83 | + |
| 84 | + def test_bool_constants(self): |
| 85 | + rule = HCVR("TRUE OR 1G") |
| 86 | + self.assertEqual(rule(VariantCalls("2G")), True) |
| 87 | + rule = HCVR("FALSE AND 1G") |
| 88 | + self.assertEqual(rule(VariantCalls("1G")), False) |
| 89 | + rule = HCVR("TRUE OR (FALSE AND TRUE)") |
| 90 | + self.assertEqual(rule(VariantCalls("1G")), True) |
| 91 | + |
| 92 | + def test_bool_or(self): |
| 93 | + rule = HCVR("1G OR (2T OR 7Y)") |
| 94 | + self.assertTrue(rule(VariantCalls("2T"))) |
| 95 | + self.assertFalse(rule(VariantCalls("3T"))) |
| 96 | + self.assertTrue(rule(VariantCalls("1G"))) |
| 97 | + self.assertFalse(rule([])) |
| 98 | + |
| 99 | + def test_select_from_atleast(self): |
| 100 | + rule = HCVR("SELECT ATLEAST 2 FROM (2T, 7Y, 3G)") |
| 101 | + self.assertTrue(rule(VariantCalls("2T 7Y 1G"))) |
| 102 | + self.assertFalse(rule(VariantCalls("2T 4Y 5G"))) |
| 103 | + self.assertTrue(rule(VariantCalls("3G 9Y 2T"))) |
| 104 | + |
| 105 | + def test_score_from_exactly(self): |
| 106 | + rule = HCVR("SELECT EXACTLY 1 FROM (2T, 7Y)") |
| 107 | + score = rule(VariantCalls("2T 7Y 1G")) |
| 108 | + self.assertEqual(0, score) |
| 109 | + |
| 110 | + |
| 111 | +class TestActualRules(unittest.TestCase): |
| 112 | + def test_hivdb_rules_parse(self): |
| 113 | + for line in open("pyvdrm/tests/HIVDB.rules"): |
| 114 | + r = HCVR(line) |
| 115 | + self.assertEqual(line, r.rule) |
| 116 | + |
| 117 | + def test_chained_and(self): |
| 118 | + rule = HCVR(""" |
| 119 | + SCORE FROM(41L => 5, 62V => 5, MAX ( 65E => 10, 65N => |
| 120 | + 30, 65R => 45 ), MAX ( 67E => 5, 67G => 5, 67H => 5, 67N => 5, 67S => |
| 121 | + 5, 67T => 5, 67d => 30 ), 68d => 15, MAX ( 69G => 10, 69i => 60, 69d => |
| 122 | + 15 ), MAX ( 70E => 15, 70G => 15, 70N => 15, 70Q => 15, 70R => 5, 70S |
| 123 | + => 15, 70T => 15, 70d => 15 ), MAX ( 74I => 30, 74V => 30 ), 75I => 5, |
| 124 | + 77L => 5, 115F => 60, 116Y => 10, MAX ( 151L => 30, 151M => 60 ), MAX( |
| 125 | + 184I => 15, 184V => 15 ), 210W => 5, MAX ( 215A => 5, 215C => 5, 215D |
| 126 | + => 5, 215E => 5, 215F => 10, 215I => 5, 215L => 5, 215N => 5, 215S => |
| 127 | + 5, 215V => 5, 215Y => 10 ), MAX ( 219E => 5, 219N => 5, 219Q => 5, 219R |
| 128 | + => 5 ), (40F AND 41L AND 210W AND 215FY) => 5, (41L AND 210W) => 10, |
| 129 | + (41L AND 210W AND 215FY) => 5, (41L AND 44AD AND 210W AND 215FY) => 5, |
| 130 | + (41L AND 67EGN AND 215FY) => 5, (67EGN AND 215FY AND 219ENQR) => 5, |
| 131 | + (67EGN AND 70R AND 184IV AND 219ENQR) => 20, (67EGN AND 70R AND |
| 132 | + 219ENQR) => 10, (70R AND 215FY) => 5, (74IV AND 184IV) => 15, (77L AND |
| 133 | + 116Y AND 151M) => 10, MAX ((210W AND 215ACDEILNSV) => 5, (210W AND |
| 134 | + 215FY) => 10), MAX ((41L AND 215ACDEILNSV) => 5, (41L AND 215FY) => |
| 135 | + 15)) |
| 136 | + """) |
| 137 | + self.assertEqual(rule(VariantCalls("40F 41L 210W 215Y")), 65) |
| 138 | + self.assertEqual(rule(VariantCalls("41L 210W 215F")), 60) |
| 139 | + self.assertEqual(rule(VariantCalls("40F 210W 215Y")), 25) |
| 140 | + self.assertEqual(rule(VariantCalls("40F 67G 215Y")), 15) |
| 141 | + |
| 142 | + |
| 143 | +class TestAsiMutations(unittest.TestCase): |
| 144 | + def test_init_args(self): |
| 145 | + expected_mutation_set = MutationSet('Q80KR') |
| 146 | + m = AsiMutations(args='Q80KR') |
| 147 | + |
| 148 | + self.assertEqual(expected_mutation_set, m.mutations) |
| 149 | + self.assertEqual(expected_mutation_set.wildtype, m.mutations.wildtype) |
| 150 | + |
| 151 | + def test_init_none(self): |
| 152 | + m = AsiMutations() |
| 153 | + |
| 154 | + self.assertIsNone(m.mutations) |
| 155 | + |
| 156 | + def test_repr(self): |
| 157 | + expected_repr = "AsiMutations(args='Q80KR')" |
| 158 | + m = AsiMutations(args='Q80KR') |
| 159 | + |
| 160 | + r = repr(m) |
| 161 | + |
| 162 | + self.assertEqual(expected_repr, r) |
| 163 | + |
| 164 | + def test_repr_none(self): |
| 165 | + expected_repr = "AsiMutations()" |
| 166 | + m = AsiMutations() |
| 167 | + |
| 168 | + r = repr(m) |
| 169 | + |
| 170 | + self.assertEqual(expected_repr, r) |
| 171 | + |
| 172 | + |
| 173 | +class TestScore(unittest.TestCase): |
| 174 | + def test_init(self): |
| 175 | + expected_value = 10 |
| 176 | + expected_mutations = {Mutation('A23R')} |
| 177 | + |
| 178 | + score = Score(expected_value, expected_mutations) |
| 179 | + |
| 180 | + self.assertEqual(expected_value, score.score) |
| 181 | + self.assertEqual(expected_mutations, score.residues) |
| 182 | + |
| 183 | + def test_repr(self): |
| 184 | + expected_repr = "Score(10, {Mutation('A23R')})" |
| 185 | + score = Score(10, {Mutation('A23R')}) |
| 186 | + |
| 187 | + r = repr(score) |
| 188 | + |
| 189 | + self.assertEqual(expected_repr, r) |
| 190 | + |
| 191 | + |
| 192 | +if __name__ == '__main__': |
| 193 | + unittest.main() |
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