Create utils.py

utils.py

@@ -0,0 +1,38 @@
+def calculate_distress(emotions):
+    distress_weights = {
+    "fear": 1.0,
+    "anger": 0.9,
+    "disgust": 0.8,
+    "sadness": 0.85,
+    "nervousness": 0.7,
+    "disappointment": 0.6,
+    "remorse": 0.5,
+    "annoyance": 0.6,
+    "confusion": 0.6,
+    "disapproval": 0.4,
+    "embarrassment": 0.7,
+    "grief": 1,
+    "nervousness": 0.7,
+    "remorse": 0.7,
+    "sadness": 0.9,
+    "desire": 0.4,
+    "joy": 0.2,
+    "love": 0.3,
+    "admiration": 0.2,
+    "optimism": 0.3,
+    "relief": 0.2,
+    "pride": 0.3,
+    "gratitude": 0.2,
+    "amusement": 0.2,
+    "excitement": 0.3,
+    "surprise": 0.4,
+    "neutral": 0.1
+}
+    if not emotions:
+        return 0.0
+    if not isinstance(emotions, dict):
+        raise ValueError("Emotions should be a dictionary with labels as keys and scores as values.")
+    distress = sum(
+        distress_weights.get(label, 0) * score for label, score in emotions.items()
+    )
+    return round(distress, 2)