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-rw-r--r--tests/unit/test_partial_correlations.py92
1 files changed, 92 insertions, 0 deletions
diff --git a/tests/unit/test_partial_correlations.py b/tests/unit/test_partial_correlations.py
new file mode 100644
index 0000000..6eea078
--- /dev/null
+++ b/tests/unit/test_partial_correlations.py
@@ -0,0 +1,92 @@
+"""Module contains tests for gn3.partial_correlations"""
+
+from unittest import TestCase
+from gn3.partial_correlations import export_informative
+
+class TestPartialCorrelations(TestCase):
+ """Class for testing partial correlations computation functions"""
+
+ def test_export_informative(self):
+ """Test that the function exports appropriate data."""
+ for trait_data, inc_var, expected in [
+ [{"data": {
+ "sample1": {
+ "sample_name": "sample1", "value": 9, "variance": None,
+ "ndata": 13
+ },
+ "sample2": {
+ "sample_name": "sample2", "value": 8, "variance": None,
+ "ndata": 13
+ },
+ "sample3": {
+ "sample_name": "sample3", "value": 7, "variance": None,
+ "ndata": 13
+ },
+ "sample4": {
+ "sample_name": "sample4", "value": 6, "variance": None,
+ "ndata": 13
+ },
+ }}, 0, (
+ ("sample1", "sample2", "sample3", "sample4"), (9, 8, 7, 6),
+ (None, None, None, None))],
+ [{"data": {
+ "sample1": {
+ "sample_name": "sample1", "value": 9, "variance": None,
+ "ndata": 13
+ },
+ "sample2": {
+ "sample_name": "sample2", "value": 8, "variance": None,
+ "ndata": 13
+ },
+ "sample3": {
+ "sample_name": "sample3", "value": None, "variance": None,
+ "ndata": 13
+ },
+ "sample4": {
+ "sample_name": "sample4", "value": 6, "variance": None,
+ "ndata": 13
+ },
+ }}, 0, (
+ ("sample1", "sample2", "sample4"), (9, 8, 6),
+ (None, None, None))],
+ [{"data": {
+ "sample1": {
+ "sample_name": "sample1", "value": 9, "variance": None,
+ "ndata": 13
+ },
+ "sample2": {
+ "sample_name": "sample2", "value": 8, "variance": None,
+ "ndata": 13
+ },
+ "sample3": {
+ "sample_name": "sample3", "value": 7, "variance": None,
+ "ndata": 13
+ },
+ "sample4": {
+ "sample_name": "sample4", "value": 6, "variance": None,
+ "ndata": 13
+ },
+ }}, True, (tuple(), tuple(), tuple())],
+ [{"data": {
+ "sample1": {
+ "sample_name": "sample1", "value": 9, "variance": None,
+ "ndata": 13
+ },
+ "sample2": {
+ "sample_name": "sample2", "value": 8, "variance": 0.657,
+ "ndata": 13
+ },
+ "sample3": {
+ "sample_name": "sample3", "value": 7, "variance": None,
+ "ndata": 13
+ },
+ "sample4": {
+ "sample_name": "sample4", "value": 6, "variance": None,
+ "ndata": 13
+ },
+ }}, 0, (
+ ("sample1", "sample2", "sample3", "sample4"), (9, 8, 7, 6),
+ (None, 0.657, None, None))]]:
+ with self.subTest(trait_data=trait_data):
+ self.assertEqual(
+ export_informative(trait_data, inc_var), expected)