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 +1,34 @@
+from dashboard_data.card_utils import safe_number
+
+
+def build_anomaly_detection_card(sensor_id: str, context: dict | None = None, ai_bundle: dict | None = None) -> dict:
+    sensor = (context or {}).get("sensor")
+    if sensor is None:
+        return {"anomalies": []}
+
+    anomalies = []
+    moisture = safe_number(sensor.soil_moisture, 0)
+    if moisture < 45:
+        anomalies.append(
+            {
+                "sensor": "رطوبت خاک",
+                "value": f"{round(moisture)}%",
+                "expected": "45-65%",
+                "deviation": f"{round(moisture - 55)}%",
+                "severity": "warning",
+            }
+        )
+
+    soil_ph = safe_number(sensor.soil_ph, 7)
+    if soil_ph < 6 or soil_ph > 7:
+        anomalies.append(
+            {
+                "sensor": "pH خاک",
+                "value": f"{soil_ph:.1f}",
+                "expected": "6.0-7.0",
+                "deviation": f"{round(soil_ph - 6.5, 1)}",
+                "severity": "error" if soil_ph < 5.5 or soil_ph > 7.5 else "warning",
+            }
+        )
+
+    return {"anomalies": anomalies}