import pytest import sys from pbcore.util.statistics import accuracy_as_phred_qv, phred_qv_as_accuracy class TestStatistics: def test_accuracy_as_phred_qv(self): qv = accuracy_as_phred_qv(0.999) assert int(round(qv)) == 30 qv = accuracy_as_phred_qv(1.0, max_qv=60) assert int(round(qv)) == 60 qv = accuracy_as_phred_qv([0.95, 1.0, 0.99999]) qvs = [int(round(x)) for x in qv] assert qvs == [13, 60, 50] def test_phred_qv_as_accuracy(self): assert phred_qv_as_accuracy(20) == 0.99 assert phred_qv_as_accuracy(30) == 0.999 assert phred_qv_as_accuracy(10) == 0.9 assert phred_qv_as_accuracy(0) == 0 with pytest.raises(ValueError): x = phred_qv_as_accuracy(-1)