From 5a8f4f3c85be4645c9a918bc25397170f4370341 Mon Sep 17 00:00:00 2001
From: Muriithi Frederick Muriuki
Date: Tue, 20 Jul 2021 14:13:21 +0300
Subject: Add test for code to move over from GN1

Issue:
https://github.com/genenetwork/gn-gemtext-threads/blob/main/topics/gn1-migration-to-gn2/clustering.gmi

* .gitignore: ignore emacs temporary files
* gn3/computations/correlations2.py: add a dummy function
* tests/unit/computations/test_correlation.py: add unit tests for the function

  As part of the move of the clustering and heatmap code over from GN1 to GN3,
  this commit begins by providing some unit tests for the correlation function
  used to ensure that the implementation that is built up here corresponds,
  and produces the same results as the original.

  This tests and the function might change in the new system, but for now, we
  try and maintain bug-to-bug compatibility.
---
 tests/unit/computations/test_correlation.py | 26 ++++++++++++++++++++++++++
 1 file changed, 26 insertions(+)

(limited to 'tests/unit')

diff --git a/tests/unit/computations/test_correlation.py b/tests/unit/computations/test_correlation.py
index b1bc6ef..6153c8a 100644
--- a/tests/unit/computations/test_correlation.py
+++ b/tests/unit/computations/test_correlation.py
@@ -19,6 +19,7 @@ from gn3.computations.correlations import compute_all_lit_correlation
 from gn3.computations.correlations import compute_all_tissue_correlation
 from gn3.computations.correlations import map_shared_keys_to_values
 from gn3.computations.correlations import process_trait_symbol_dict
+from gn3.computations.correlations2 import compute_correlation
 
 
 class QueryableMixin:
@@ -464,3 +465,28 @@ class TestCorrelation(TestCase):
             trait_symbol_dict, tissue_values_dict)
 
         self.assertEqual(results, [expected_results])
+
+    def test_compute_correlation(self):
+        for dbdata,userdata,expected in [
+                [[None,None,None,None,None,None,None,None,None,None],
+                 [None,None,None,None,None,None,None,None,None,None],
+                 (0.0, 0)],
+                [[None,None,None,None,None,None,None,None,None,0],
+                 [None,None,None,None,None,None,None,None,None,None],
+                 (0.0, 0)],
+                [[None,None,None,None,None,None,None,None,None,0],
+                 [None,None,None,None,None,None,None,None,None,0],
+                 (0.0, 1)],
+                [[0,0,0,0,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0,0],
+                 (0, 10)],
+                [[9.87,9.87,9.87,9.87,9.87,9.87,9.87,9.87,9.87,9.87],
+                 [9.87,9.87,9.87,9.87,9.87,9.87,9.87,9.87,9.87,9.87],
+                 (0.9999999999999998, 10)],
+                [[9.3,2.2,5.4,7.2,6.4,7.6,3.8,1.8,8.4,0.2],
+                 [0.6,3.97,5.82,8.21,1.65,4.55,6.72,9.5,7.33,2.34],
+                 (-0.12720361919462056, 10)],
+                [[0,1,2,3,4,5,6,7,8,9],
+                 [None,None,None,None,2,None,None,3,None,None],
+                 (0.0, 2)]]:
+            with self.subTest(dbdata=dbdata, userdata=userdata):
+                self.assertEqual(compute_correlation(dbdata,userdata), expected)
-- 
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