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b/tests/test_methylation.py |
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#!/usr/bin/env python3 |
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# -*- coding: utf-8 -*- |
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import unittest |
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from singlecellmultiomics.methylation import MethylationCountMatrix |
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""" |
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These tests check if the methylation module is working correctly |
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""" |
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class TestMethylationCountMatrix(unittest.TestCase): |
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def test_matrix(self): |
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mA = MethylationCountMatrix() |
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mA['sample_A', ('chr1', 10, 20)][0] += 1 |
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mA['sample_A', ('chr2', 10, 20)][0] += 2 |
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self.assertTrue( len(mA.counts) == 1 ) |
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self.assertEqual(mA.counts['sample_A'].get(('chr1', 10, 20))[0], 1) |
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self.assertEqual(mA.counts['sample_A'].get(('chr1', 10, 20))[1], 0) |
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self.assertEqual(mA.counts['sample_A'].get(('chr2', 10, 20))[0], 2) |
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self.assertEqual(mA.counts['sample_A'].get(('chr2', 10, 20))[1], 0) |
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self.assertEqual(mA.get_bulk_frame('pd').loc[('chr1', 10, 20)].unmethylated , 1.0) |
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self.assertEqual(mA.get_bulk_frame('pd').loc[('chr1', 10, 20)].methylated , 0) |
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self.assertEqual(mA.get_bulk_frame('pd').loc[('chr1', 10, 20)].beta , 0 ) |
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mB = MethylationCountMatrix() |
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mB['sample_A', ('chr2', 10, 20)][1] += 2 |
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mB['sample_B', ('chr2', 10, 20)][1] += 1 |
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mB['sample_B', ('chr2', 10, 20)][0] = 2 |
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mA.update(mB) |
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self.assertEqual(len(mA.counts), 2) |
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self.assertEqual(mA.get_frame('beta')[('chr2', 10, 20)]['sample_A'], 1) |
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self.assertEqual(mA.get_frame('beta')[('chr2', 10, 20)]['sample_B'], 1 / 3) |
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self.assertEqual(mA.get_bulk_frame()['n_samples'].max(), 2) |
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self.assertEqual(mA.get_bulk_frame()['n_samples'].min(), 1) |
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self.assertEqual(mA.get_bulk_frame()['methylated'].sum(), 3) |
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self.assertEqual(mA.get_bulk_frame()['unmethylated'].sum(), 3) |
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if __name__ == '__main__': |
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unittest.main() |