From 24fa0aa2a97a53415ecb78126e5c84e8016f9cd4 Mon Sep 17 00:00:00 2001 From: Lucille Delisle Date: Tue, 8 Dec 2020 06:58:47 +0100 Subject: [PATCH 1/2] add --noNorm in hicCompareMatrices --- hicexplorer/hicCompareMatrices.py | 13 ++++++++++--- 1 file changed, 10 insertions(+), 3 deletions(-) diff --git a/hicexplorer/hicCompareMatrices.py b/hicexplorer/hicCompareMatrices.py index 1a7b9850..4bdbbe73 100644 --- a/hicexplorer/hicCompareMatrices.py +++ b/hicexplorer/hicCompareMatrices.py @@ -39,6 +39,12 @@ def parse_arguments(args=None): choices=['diff', 'ratio', 'log2ratio'], default='log2ratio') + parserOpt.add_argument('--noNorm', + help='Do not apply normalisation before' + ' computing the operation (Default: False).', + required=False, + action='store_true') + parserOpt.add_argument("--help", "-h", action="help", help="show this help message and exit") parserOpt.add_argument('--version', action='version', @@ -66,9 +72,10 @@ def main(args=None): "{}: {}".format(args.matrices[0], hic1.chrBinBoundaries.keys(), args.matrices[1], hic2.chrBinBoundaries.keys())) - # normalize by total matrix sum - hic1.matrix.data = hic1.matrix.data.astype(float) / hic1.matrix.data.sum() - hic2.matrix.data = hic2.matrix.data.astype(float) / hic2.matrix.data.sum() + if not args.noNorm: + # normalize by total matrix sum + hic1.matrix.data = hic1.matrix.data.astype(float) / hic1.matrix.data.sum() + hic2.matrix.data = hic2.matrix.data.astype(float) / hic2.matrix.data.sum() nan_bins = set(hic1.nan_bins) nan_bins = nan_bins.union(hic2.nan_bins) From e7893dc9fce907d71d6772c49246840bc7b80bd0 Mon Sep 17 00:00:00 2001 From: Lucille Delisle Date: Fri, 19 Feb 2021 10:57:24 +0100 Subject: [PATCH 2/2] add a test --- .../test/general/test_hicCompareMatrices.py | 56 ++++++++++++++++++ .../small_test_matrix_twice.cool | Bin 0 -> 179088 bytes 2 files changed, 56 insertions(+) create mode 100644 hicexplorer/test/general/test_hicCompareMatrices.py create mode 100644 hicexplorer/test/test_data/hicCompareMatrices/small_test_matrix_twice.cool diff --git a/hicexplorer/test/general/test_hicCompareMatrices.py b/hicexplorer/test/general/test_hicCompareMatrices.py new file mode 100644 index 00000000..0ad91b8c --- /dev/null +++ b/hicexplorer/test/general/test_hicCompareMatrices.py @@ -0,0 +1,56 @@ +import warnings +warnings.simplefilter(action="ignore", category=RuntimeWarning) +warnings.simplefilter(action="ignore", category=PendingDeprecationWarning) +from hicexplorer import hicCompareMatrices +from hicmatrix import HiCMatrix as hm +from tempfile import NamedTemporaryFile +import os +import numpy.testing as nt +from hicexplorer.test.test_compute_function import compute + + +ROOT = os.path.join(os.path.dirname( + os.path.dirname(os.path.abspath(__file__))), "test_data/") + + +# I doubled the values in ./hicexplorer/test/test_data/hicConvertFormat/small_test_matrix_chr4.cool +# hicNormalize -m ./hicexplorer/test/test_data/small_test_matrix.cool --normalize multiplicative -mv 2 -o ./hicexplorer/test/test_data/hicCompareMatrices/small_test_matrix_twice.cool + +def test_hicCompareMatrices_doubleMinusOneEqual0(): + outfile = NamedTemporaryFile(suffix='.cool', delete=False) + outfile.close() + + args = "--matrices {} {} --outFileName {} " \ + "--operation diff" \ + .format(ROOT + "hicCompareMatrices/small_test_matrix_twice.cool", + ROOT + "small_test_matrix.cool", + outfile.name).split() + + compute(hicCompareMatrices.main, args, 5) + input = hm.hiCMatrix( + ROOT + "small_test_matrix.cool") + new = hm.hiCMatrix(outfile.name) + nt.assert_equal([], new.matrix.data) + nt.assert_equal(input.cut_intervals, new.cut_intervals) + + os.unlink(outfile.name) + + +def test_hicCompareMatrices_noNorm_doubleMinusOneEqualOne(): + outfile = NamedTemporaryFile(suffix='.cool', delete=False) + outfile.close() + + args = "--matrices {} {} --outFileName {} " \ + "--operation diff --noNorm" \ + .format(ROOT + "hicCompareMatrices/small_test_matrix_twice.cool", + 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