AI UPDATE

2026-03-22 01:09:09 +03:30
parent c37b5c8558
commit 3ee14ca977
30 changed files with 1011 additions and 0 deletions
@@ -0,0 +1,83 @@
+from dashboard_data.card_utils import average, safe_number
+
+
+def build_farm_overview_kpis(sensor_id: str, context: dict | None = None, ai_bundle: dict | None = None) -> dict:
+    context = context or {}
+    sensor = context.get("sensor")
+    forecasts = context.get("forecasts", [])
+    if sensor is None:
+        return {"kpis": []}
+
+    moisture = safe_number(sensor.soil_moisture, 0)
+    ph = safe_number(sensor.soil_ph, 7)
+    ec = safe_number(sensor.electrical_conductivity, 0)
+    humidity = average([forecast.humidity_mean for forecast in forecasts[:3]], default=45)
+    health_score = max(0, min(100, round(100 - abs(65 - moisture) - (abs(6.8 - ph) * 10) - (ec * 5))))
+    water_stress = max(0, min(100, round(35 - (moisture / 2))))
+    disease_risk = max(0, min(100, round((humidity * 0.4) + (safe_number(sensor.soil_temperature, 0) * 0.6) - 20)))
+    yield_prediction = round(max(5, (health_score / 2.1)), 1)
+
+    return {
+        "kpis": [
+            {
+                "id": "farm_health_score",
+                "title": "امتیاز سلامت مزرعه",
+                "subtitle": "تحلیل هوشمند",
+                "stats": f"{health_score}%",
+                "avatarColor": "success" if health_score >= 70 else "warning",
+                "avatarIcon": "tabler-heartbeat",
+                "chipText": "خوب" if health_score >= 70 else "متوسط",
+                "chipColor": "success" if health_score >= 70 else "warning",
+            },
+            {
+                "id": "water_stress_index",
+                "title": "شاخص تنش آبی",
+                "subtitle": "فعلی",
+                "stats": f"{water_stress}%",
+                "avatarColor": "info",
+                "avatarIcon": "tabler-droplet",
+                "chipText": "پایین" if water_stress <= 20 else "متوسط",
+                "chipColor": "success" if water_stress <= 20 else "warning",
+            },
+            {
+                "id": "disease_risk",
+                "title": "ریسک بیماری",
+                "subtitle": "۷ روز اخیر",
+                "stats": "پایین" if disease_risk < 30 else "متوسط",
+                "avatarColor": "success" if disease_risk < 30 else "warning",
+                "avatarIcon": "tabler-bug",
+                "chipText": f"{disease_risk}%",
+                "chipColor": "success" if disease_risk < 30 else "warning",
+            },
+            {
+                "id": "avg_soil_moisture",
+                "title": "میانگین رطوبت خاک",
+                "subtitle": "کل مزرعه",
+                "stats": f"{round(moisture)}%",
+                "avatarColor": "primary",
+                "avatarIcon": "tabler-plant-2",
+                "chipText": "بهینه" if 45 <= moisture <= 75 else "نیازمند بررسی",
+                "chipColor": "success" if 45 <= moisture <= 75 else "warning",
+            },
+            {
+                "id": "yield_prediction",
+                "title": "پیش‌بینی عملکرد",
+                "subtitle": "این فصل",
+                "stats": f"{yield_prediction} تن",
+                "avatarColor": "secondary",
+                "avatarIcon": "tabler-chart-bar",
+                "chipText": f"+{max(0, health_score - 50)}%",
+                "chipColor": "success",
+            },
+            {
+                "id": "pest_risk",
+                "title": "ریسک آفات",
+                "subtitle": "پیش‌بینی هوشمند",
+                "stats": f"{max(5, round(disease_risk * 0.7))}%",
+                "avatarColor": "warning",
+                "avatarIcon": "tabler-bug-off",
+                "chipText": "تحت نظر",
+                "chipColor": "warning",
+            },
+        ]
+    }