Create test_ai.py

Author: KOSASIH

quantum-ai-arbitration/src/tests/test_ai.py

@@ -0,0 +1,38 @@
+# tests/test_ai.py
+
+import unittest
+from ai.predictive_model import PredictiveModel
+from ai.fraud_detection import FraudDetection
+
+class TestPredictiveModel(unittest.TestCase):
+    def setUp(self):
+        self.model = PredictiveModel(model_path='./models/predictive_model.pkl')
+
+    def test_train_and_predict(self):
+        # Mock input data
+        data = {
+            'feature1': [1, 2, 3, 4],
+            'feature2': [4, 5, 6, 7],
+            'target': [0, 1, 0, 1]
+        }
+        self.model.train(data)
+        prediction = self.model.predict_outcome({'feature1': 3, 'feature2': 6})
+        self.assertIn('predicted_value', prediction)
+
+class TestFraudDetection(unittest.TestCase):
+    def setUp(self):
+        self.fraud_detector = FraudDetection(model_path='./models/fraud_detection_model.pkl')
+
+    def test_train_and_detect_fraud(self):
+        # Mock input data
+        data = {
+            'feature1': [1, 2, 3, 4],
+            'feature2': [4, 5, 6, 7],
+            'is_fraud': [0, 1, 0, 1]
+        }
+        self.fraud_detector.train(data)
+        result = self.fraud_detector.detect_fraud({'feature1': 2, 'feature2': 5})
+        self.assertIn('is_fraud', result)
+
+if __name__ == '__main__':
+    unittest.main()