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authorzsloan2021-10-12 20:56:31 +0000
committerzsloan2021-10-12 20:56:31 +0000
commit6e211182354fb4d6941e3a44ec1ec9d378b0e4ef (patch)
tree60d9aaf382eefbb47cdbab9c74d98481cf0983de /tests/unit/computations/test_heatmap.py
parentb815236123ff8e144bd84f349357a1852df95651 (diff)
parent77c274b79c3ec01de60e90db3299763cb58f715b (diff)
downloadgenenetwork3-6e211182354fb4d6941e3a44ec1ec9d378b0e4ef.tar.gz
Merge branch 'main' of https://github.com/genenetwork/genenetwork3 into bug/fix_rqtl_covariates
Diffstat (limited to 'tests/unit/computations/test_heatmap.py')
-rw-r--r--tests/unit/computations/test_heatmap.py143
1 files changed, 0 insertions, 143 deletions
diff --git a/tests/unit/computations/test_heatmap.py b/tests/unit/computations/test_heatmap.py
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--- a/tests/unit/computations/test_heatmap.py
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-"""Module contains tests for gn3.computations.heatmap"""
-from unittest import TestCase
-from gn3.computations.heatmap import cluster_traits, export_trait_data
-
-strainlist = ["B6cC3-1", "BXD1", "BXD12", "BXD16", "BXD19", "BXD2"]
-trait_data = {
- "mysqlid": 36688172,
- "data": {
- "B6cC3-1": {"strain_name": "B6cC3-1", "value": 7.51879, "variance": None, "ndata": None},
- "BXD1": {"strain_name": "BXD1", "value": 7.77141, "variance": None, "ndata": None},
- "BXD12": {"strain_name": "BXD12", "value": 8.39265, "variance": None, "ndata": None},
- "BXD16": {"strain_name": "BXD16", "value": 8.17443, "variance": None, "ndata": None},
- "BXD19": {"strain_name": "BXD19", "value": 8.30401, "variance": None, "ndata": None},
- "BXD2": {"strain_name": "BXD2", "value": 7.80944, "variance": None, "ndata": None},
- "BXD21": {"strain_name": "BXD21", "value": 8.93809, "variance": None, "ndata": None},
- "BXD24": {"strain_name": "BXD24", "value": 7.99415, "variance": None, "ndata": None},
- "BXD27": {"strain_name": "BXD27", "value": 8.12177, "variance": None, "ndata": None},
- "BXD28": {"strain_name": "BXD28", "value": 7.67688, "variance": None, "ndata": None},
- "BXD32": {"strain_name": "BXD32", "value": 7.79062, "variance": None, "ndata": None},
- "BXD39": {"strain_name": "BXD39", "value": 8.27641, "variance": None, "ndata": None},
- "BXD40": {"strain_name": "BXD40", "value": 8.18012, "variance": None, "ndata": None},
- "BXD42": {"strain_name": "BXD42", "value": 7.82433, "variance": None, "ndata": None},
- "BXD6": {"strain_name": "BXD6", "value": 8.09718, "variance": None, "ndata": None},
- "BXH14": {"strain_name": "BXH14", "value": 7.97475, "variance": None, "ndata": None},
- "BXH19": {"strain_name": "BXH19", "value": 7.67223, "variance": None, "ndata": None},
- "BXH2": {"strain_name": "BXH2", "value": 7.93622, "variance": None, "ndata": None},
- "BXH22": {"strain_name": "BXH22", "value": 7.43692, "variance": None, "ndata": None},
- "BXH4": {"strain_name": "BXH4", "value": 7.96336, "variance": None, "ndata": None},
- "BXH6": {"strain_name": "BXH6", "value": 7.75132, "variance": None, "ndata": None},
- "BXH7": {"strain_name": "BXH7", "value": 8.12927, "variance": None, "ndata": None},
- "BXH8": {"strain_name": "BXH8", "value": 6.77338, "variance": None, "ndata": None},
- "BXH9": {"strain_name": "BXH9", "value": 8.03836, "variance": None, "ndata": None},
- "C3H/HeJ": {"strain_name": "C3H/HeJ", "value": 7.42795, "variance": None, "ndata": None},
- "C57BL/6J": {"strain_name": "C57BL/6J", "value": 7.50606, "variance": None, "ndata": None},
- "DBA/2J": {"strain_name": "DBA/2J", "value": 7.72588, "variance": None, "ndata": None}}}
-
-class TestHeatmap(TestCase):
- """Class for testing heatmap computation functions"""
-
- def test_export_trait_data_dtype(self):
- """
- Test `export_trait_data` with different values for the `dtype` keyword
- argument
- """
- for dtype, expected in [
- ["val", (7.51879, 7.77141, 8.39265, 8.17443, 8.30401, 7.80944)],
- ["var", (None, None, None, None, None, None)],
- ["N", (None, None, None, None, None, None)],
- ["all", (7.51879, 7.77141, 8.39265, 8.17443, 8.30401, 7.80944)]]:
- with self.subTest(dtype=dtype):
- self.assertEqual(
- export_trait_data(trait_data, strainlist, dtype=dtype),
- expected)
-
- def test_export_trait_data_dtype_all_flags(self):
- """
- Test `export_trait_data` with different values for the `dtype` keyword
- argument and the different flags set up
- """
- for dtype, vflag, nflag, expected in [
- ["val", False, False,
- (7.51879, 7.77141, 8.39265, 8.17443, 8.30401, 7.80944)],
- ["val", False, True,
- (7.51879, 7.77141, 8.39265, 8.17443, 8.30401, 7.80944)],
- ["val", True, False,
- (7.51879, 7.77141, 8.39265, 8.17443, 8.30401, 7.80944)],
- ["val", True, True,
- (7.51879, 7.77141, 8.39265, 8.17443, 8.30401, 7.80944)],
- ["var", False, False, (None, None, None, None, None, None)],
- ["var", False, True, (None, None, None, None, None, None)],
- ["var", True, False, (None, None, None, None, None, None)],
- ["var", True, True, (None, None, None, None, None, None)],
- ["N", False, False, (None, None, None, None, None, None)],
- ["N", False, True, (None, None, None, None, None, None)],
- ["N", True, False, (None, None, None, None, None, None)],
- ["N", True, True, (None, None, None, None, None, None)],
- ["all", False, False,
- (7.51879, 7.77141, 8.39265, 8.17443, 8.30401, 7.80944)],
- ["all", False, True,
- (7.51879, None, 7.77141, None, 8.39265, None, 8.17443, None,
- 8.30401, None, 7.80944, None)],
- ["all", True, False,
- (7.51879, None, 7.77141, None, 8.39265, None, 8.17443, None,
- 8.30401, None, 7.80944, None)],
- ["all", True, True,
- (7.51879, None, None, 7.77141, None, None, 8.39265, None, None,
- 8.17443, None, None, 8.30401, None, None, 7.80944, None, None)]
- ]:
- with self.subTest(dtype=dtype, vflag=vflag, nflag=nflag):
- self.assertEqual(
- export_trait_data(
- trait_data, strainlist, dtype=dtype, var_exists=vflag,
- n_exists=nflag),
- expected)
-
- def test_cluster_traits(self):
- """
- Test that the clustering is working as expected.
- """
- traits_data_list = [
- (7.51879, 7.77141, 8.39265, 8.17443, 8.30401, 7.80944),
- (6.1427, 6.50588, 7.73705, 6.68328, 7.49293, 7.27398),
- (8.4211, 8.30581, 9.24076, 8.51173, 9.18455, 8.36077),
- (10.0904, 10.6509, 9.36716, 9.91202, 8.57444, 10.5731),
- (10.188, 9.76652, 9.54813, 9.05074, 9.52319, 9.10505),
- (6.74676, 7.01029, 7.54169, 6.48574, 7.01427, 7.26815),
- (6.39359, 6.85321, 5.78337, 7.11141, 6.22101, 6.16544),
- (6.84118, 7.08432, 7.59844, 7.08229, 7.26774, 7.24991),
- (9.45215, 10.6943, 8.64719, 10.1592, 7.75044, 8.78615),
- (7.04737, 6.87185, 7.58586, 6.92456, 6.84243, 7.36913)]
- self.assertEqual(
- cluster_traits(traits_data_list),
- ((0.0, 0.20337048635536847, 0.16381088984330505, 1.7388553629398245,
- 1.5025235756329178, 0.6952839500255574, 1.271661230252733,
- 0.2100487290977544, 1.4699690641062024, 0.7934461515867415),
- (0.20337048635536847, 0.0, 0.2198321044997198, 1.5753041735592204,
- 1.4815755944537086, 0.26087293140686374, 1.6939790104301427,
- 0.06024619831474998, 1.7430082449189215, 0.4497104244247795),
- (0.16381088984330505, 0.2198321044997198, 0.0, 1.9073926868549234,
- 1.0396738891139845, 0.5278328671176757, 1.6275069061182947,
- 0.2636503792482082, 1.739617877037615, 0.7127042590637039),
- (1.7388553629398245, 1.5753041735592204, 1.9073926868549234, 0.0,
- 0.9936846292920328, 1.1169999189889366, 0.6007483980555253,
- 1.430209221053372, 0.25879514152086425, 0.9313185954797953),
- (1.5025235756329178, 1.4815755944537086, 1.0396738891139845,
- 0.9936846292920328, 0.0, 1.027827186339337, 1.1441743109173244,
- 1.4122477962364253, 0.8968250491499363, 1.1683723389247052),
- (0.6952839500255574, 0.26087293140686374, 0.5278328671176757,
- 1.1169999189889366, 1.027827186339337, 0.0, 1.8420471110023269,
- 0.19179284676938602, 1.4875072385631605, 0.23451785425383564),
- (1.271661230252733, 1.6939790104301427, 1.6275069061182947,
- 0.6007483980555253, 1.1441743109173244, 1.8420471110023269, 0.0,
- 1.6540234785929928, 0.2140799896286565, 1.7413442197913358),
- (0.2100487290977544, 0.06024619831474998, 0.2636503792482082,
- 1.430209221053372, 1.4122477962364253, 0.19179284676938602,
- 1.6540234785929928, 0.0, 1.5225640692832796, 0.33370067057028485),
- (1.4699690641062024, 1.7430082449189215, 1.739617877037615,
- 0.25879514152086425, 0.8968250491499363, 1.4875072385631605,
- 0.2140799896286565, 1.5225640692832796, 0.0, 1.3256191648260216),
- (0.7934461515867415, 0.4497104244247795, 0.7127042590637039,
- 0.9313185954797953, 1.1683723389247052, 0.23451785425383564,
- 1.7413442197913358, 0.33370067057028485, 1.3256191648260216,
- 0.0)))