Merge pull request #177 from praekeltfoundation/randomisation-stratif…

…ication

Add randomisation tests and docstrings

randomisation/tests/test_utils.py

@@ -3,6 +3,7 @@
 
 from django.test import TestCase
 
+from randomisation.models import StrataMatrix
 from randomisation.utils import (
     get_random_stratification_arm,
     validate_stratification_data,
@@ -11,22 +12,30 @@
 from .utils import create_test_strategy
 
 
-# TODO: add docstrings to tests
 class TestValidateStratificationData(TestCase):
     def setUp(self):
         self.strategy = create_test_strategy()
 
     def test_stratification_validation_valid_data(self):
+        """
+        Test with valid data
+        """
         error = validate_stratification_data(
             self.strategy, {"age-group": "18-29", "province": "WC"}
         )
         self.assertIsNone(error)
 
     def test_stratification_validation_missing_key(self):
+        """
+        Test with a missing strata key
+        """
         error = validate_stratification_data(self.strategy, {"age-group": "18-29"})
         self.assertEqual(error, "'province' is a required property")
 
     def test_stratification_validation_extra_key(self):
+        """
+        Test with strata key that is not configured
+        """
         error = validate_stratification_data(
             self.strategy, {"age-group": "18-29", "province": "WC", "extra": "key"}
         )
@@ -36,17 +45,79 @@ def test_stratification_validation_extra_key(self):
         )
 
     def test_stratification_validation_invalid_option(self):
+        """
+        Test with invalid strata value
+        """
         error = validate_stratification_data(
             self.strategy, {"age-group": "18-29", "province": "FS"}
         )
         self.assertEqual(error, "'FS' is not one of ['WC', 'GT']")
 
 
 class TestGetRandomStratification(TestCase):
+    def test_random_arm(self):
+        """
+        Test that it returns a random arm that matches the first item in the matrix
+        object it created and next index is set
+        """
+        strategy = create_test_strategy()
+
+        data = {"age-group": "18-29", "province": "WC"}
+        random_arm = get_random_stratification_arm(strategy, data)
+
+        strata_arm = StrataMatrix.objects.first()
+
+        self.assertEqual(random_arm, strata_arm.arm_order.split(",")[0])
+        self.assertEqual(strata_arm.next_index, 1)
+
+    def test_random_arm_with_matrix(self):
+        """
+        Check the next arm from the existing matrix record and the next_idnex is updated
+        """
+        strategy = create_test_strategy()
+
+        data = {"age-group": "18-29", "province": "WC"}
+
+        StrataMatrix.objects.create(
+            strategy=strategy,
+            strata_data=data,
+            next_index=1,
+            arm_order="Arm 1,Arm 2,Arm 3",
+        )
+
+        random_arm = get_random_stratification_arm(strategy, data)
+
+        strata_arm = StrataMatrix.objects.first()
+
+        self.assertEqual(random_arm, "Arm 2")
+        self.assertEqual(strata_arm.next_index, 2)
+
+    def test_random_arm_out_of_index(self):
+        """
+        Test for out of index to delete the order after maximum arm
+        """
+
+        strategy = create_test_strategy()
+
+        data = {"age-group": "18-29", "province": "WC"}
+
+        StrataMatrix.objects.create(
+            strategy=strategy,
+            strata_data=data,
+            next_index=2,
+            arm_order="Arm 1,Arm 2,Arm 3",
+        )
+
+        random_arm = get_random_stratification_arm(strategy, data)
 
-    # TODO: add more tests for randomisation
+        self.assertEqual(StrataMatrix.objects.count(), 0)
+        self.assertEqual(random_arm, "Arm 3")
 
     def test_stratification_balancing(self):
+        """
+        Testing that after 100 iterations that the resuls are balanced accross the
+        configured arms in total and per strata group
+        """
         strategy = create_test_strategy()
 
         totals = defaultdict(int)

randomisation/utils.py

@@ -7,6 +7,10 @@
 
 
 def validate_stratification_data(strategy, data):
+    """
+    Validates that the data dict received is valid compared to the strategy
+    configuration.
+    """
     try:
         schema = {
             "type": "object",
@@ -25,6 +29,10 @@ def validate_stratification_data(strategy, data):
 
 
 def get_random_stratification_arm(strategy, data):
+    """
+    Get or create a strata matrix object for the given data and returns the next arm,
+    it will delete the matrix record if the last arm in the matrix was returned.
+    """
     matrix, created = StrataMatrix.objects.get_or_create(
         strategy=strategy, strata_data=data
     )