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authorMuriithi Frederick Muriuki2021-11-20 18:06:32 +0300
committerGitHub2021-11-20 18:06:32 +0300
commit92d5766f5514181cd6aa82fc0d0f225666e892cb (patch)
tree74840e8e2118e24e1f49eb780ca0bbf24704e510 /tests/unit/test_data_helpers.py
parentabc0d36f39c691652fee81bce808d625fc368e72 (diff)
parent08c81b8892060353bb7fb15555875f03bbdcb46e (diff)
downloadgenenetwork3-92d5766f5514181cd6aa82fc0d0f225666e892cb.tar.gz
Merge pull request #56 from genenetwork/partial-correlations
Partial correlations
Diffstat (limited to 'tests/unit/test_data_helpers.py')
-rw-r--r--tests/unit/test_data_helpers.py30
1 files changed, 29 insertions, 1 deletions
diff --git a/tests/unit/test_data_helpers.py b/tests/unit/test_data_helpers.py
index 39aea45..88ea469 100644
--- a/tests/unit/test_data_helpers.py
+++ b/tests/unit/test_data_helpers.py
@@ -4,7 +4,7 @@ Test functions in gn3.data_helpers
 
 from unittest import TestCase
 
-from gn3.data_helpers import partition_all, parse_csv_line
+from gn3.data_helpers import partition_by, partition_all, parse_csv_line
 
 class TestDataHelpers(TestCase):
     """
@@ -59,3 +59,31 @@ class TestDataHelpers(TestCase):
                     parse_csv_line(
                         line=line, delimiter=delimiter, quoting=quoting),
                     expected)
+
+    def test_partition_by(self):
+        """
+        Test that `partition_by` groups the data using the given predicate
+
+        Given:
+          - `part_fn`: a predicate funtion that return boolean True/False
+          - `items`: a sequence of items
+        When:
+          - the partitioning predicate function and the sequence of items are
+            passed to the `partition_by` function
+        Then:
+          - the result is a tuple, with sub-tuples containing the data in the
+            original sequence. Each sub-tuple is a partition, ending as soon as
+            the next value in the sequence, when passed to `part_fn`, returns
+            boolean `True`.
+        """
+        for part_fn, items, expected in (
+                (lambda s: s.startswith("----"),
+                 ("------", "a", "b", "-----", "c", "----", "d", "e", "---",
+                  "f"),
+                 (("------", "a", "b"), ("-----", "c"),
+                  ("----", "d", "e", "---", "f"))),
+                (lambda x: (x % 2) == 0,
+                 (0, 1, 3, 2, 4, 5, 7, 6, 9, 1),
+                 ((0, 1, 3), (2,), (4, 5, 7), (6, 9, 1))),):
+            with self.subTest(items=items):
+                self.assertEqual(partition_by(part_fn, items), expected)