Update app.py

app.py

@@ -6,22 +6,22 @@ import pydeck as pdk
 # ---- Area-Specific Configuration ----
 AREA_DETAILS = {
     "Hyderabad": {
-        "coords": [17.4036, 78.5247],  # Ramanthapur (open area)
+        "coords": [17.4036, 78.5247],
         "area_name": "Ramanthapur Dairy Farm",
         "purpose": "Dairy Farm"
     },
     "Ballari": {
-        "coords": [15.1468, 76.9237],  # Cowl Bazar
+        "coords": [15.1468, 76.9237],
         "area_name": "Cowl Bazar Power Station",
         "purpose": "Power Station"
     },
     "Gadwal": {
-        "coords": [16.2315, 77.7965],  # Bheem Nagar
+        "coords": [16.2315, 77.7965],
         "area_name": "Bheem Nagar Solar Station",
         "purpose": "Solar Station"
     },
     "Kurnool": {
-        "coords": [15.8281, 78.0373],  # Venkata Ramana Colony
+        "coords": [15.8281, 78.0373],
         "area_name": "Venkata Ramana Agriculture Field",
         "purpose": "Agriculture Monitoring"
     }
@@ -29,14 +29,18 @@ AREA_DETAILS = {
 
 POLES_PER_SITE = 12
 
-# ---- Generate Poles in Open Area Aligned Horizontally ----
+# ---- Generate Poles with Anomalies ----
 def generate_open_area_poles(site_name, center_lat, center_lon, area, purpose):
     poles = []
-    spacing = 0.0006  # fine-tuned horizontal spread
+    spacing = 0.0006
+    anomalies_options = ['None', 'Sensor Fault', 'Overheat', 'Power Surge']
+    anomaly_weights = [0.6, 0.2, 0.1, 0.1]
+
     for i in range(POLES_PER_SITE):
         lat = center_lat + random.uniform(-0.0002, 0.0002)
         lon = center_lon + (i - POLES_PER_SITE // 2) * spacing
         alert_level = random.choices(['Green', 'Yellow', 'Red'], weights=[6, 4, 2])[0]
+        anomaly = random.choices(anomalies_options, weights=anomaly_weights)[0]
 
         poles.append({
             "Pole ID": f"{site_name[:3].upper()}-{i+1:03}",
@@ -48,7 +52,8 @@ def generate_open_area_poles(site_name, center_lat, center_lon, area, purpose):
             "Power Status": random.choice(['Sufficient', 'Insufficient']),
             "Camera Status": random.choice(['Online', 'Offline']),
             "Location Area": area,
-            "Purpose": purpose
+            "Purpose": purpose,
+            "Anomalies": anomaly
         })
     return poles
 
@@ -117,7 +122,8 @@ st.pydeck_chart(pdk.Deck(
                 "<b>Health Score:</b> {Health Score}<br/>"
                 "<b>Alert Level:</b> {Alert Level}<br/>"
                 "<b>Camera:</b> {Camera Status}<br/>"
-                "<b>Power:</b> {Power Status}",
+                "<b>Power:</b> {Power Status}<br/>"
+                "<b>Anomaly:</b> {Anomalies}",
         "style": {"color": "white", "backgroundColor": "black"}
     }
 ))
@@ -125,3 +131,4 @@ st.pydeck_chart(pdk.Deck(
 # ---- Data Table ----
 st.subheader("📋 Detailed Pole Information")
 st.dataframe(filtered_df, use_container_width=True)
+