Added file corr_result_helpers.py that includes the function that

normalizes the lists of sample values

1 files changed, 30 insertions, 0 deletions

diff --git a/wqflask/utility/corr_result_helpers.py b/wqflask/utility/corr_result_helpers.py
new file mode 100644
index 00000000..edf32449
--- /dev/null
+++ b/wqflask/utility/corr_result_helpers.py
@@ -0,0 +1,30 @@
+def normalize_values(a_values, b_values):
+    """
+    Trim two lists of values to contain only the values they both share
+    
+    Given two lists of sample values, trim each list so that it contains
+    only the samples that contain a value in both lists. Also returns
+    the number of such samples.
+    
+    >>> normalize_values([2.3, None, None, 3.2, 4.1, 5], [3.4, 7.2, 1.3, None, 6.2, 4.1])
+    ([2.3, 4.1, 5], [3.4, 6.2, 4.1], 3)
+    
+    """
+    
+    min_length = min(len(a_values), len(b_values))
+    a_new = []
+    b_new = []
+    for counter in range(min_length):
+        if a_values[counter] and b_values[counter]:
+            a_new.append(a_values[counter])
+            b_new.append(b_values[counter])
+        
+    num_overlap = len(a_new)
+    assert num_overlap == len(b_new), "Lengths should be the same"
+    
+    return a_new, b_new, num_overlap
+
+
+if __name__ == '__main__':
+    import doctest
+    doctest.testmod()
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