UPDATE

Modules/Backend/soil/services.py

@@ -0,0 +1,84 @@
+from copy import deepcopy
+
+from farm_alerts.models import AnomalyDetection
+
+from .mock_data import (
+    ANOMALY_DETECTION_CARD,
+    AVG_SOIL_MOISTURE,
+    SENSOR_COMPARISON_CHART,
+    SENSOR_RADAR_CHART,
+    SOIL_MOISTURE_HEATMAP,
+)
+
+
+def get_avg_soil_moisture_data(farm=None):
+    data = deepcopy(AVG_SOIL_MOISTURE)
+    heatmap = get_soil_moisture_heatmap_data(farm)
+    values = [
+        point.get("y")
+        for series in heatmap.get("series", [])
+        for point in series.get("data", [])
+        if point.get("y") is not None
+    ]
+
+    if not values:
+        return data
+
+    average = round(sum(values) / len(values))
+    data["stats"] = f"{average}%"
+    if average >= 60:
+        data["chipText"] = "بهینه"
+        data["chipColor"] = "success"
+    elif average >= 45:
+        data["chipText"] = "متوسط"
+        data["chipColor"] = "warning"
+    else:
+        data["chipText"] = "کم"
+        data["chipColor"] = "error"
+        data["avatarColor"] = "warning"
+
+    return data
+
+
+def get_sensor_radar_chart_data(farm=None):
+    return deepcopy(SENSOR_RADAR_CHART)
+
+
+def get_sensor_comparison_chart_data(farm=None):
+    return deepcopy(SENSOR_COMPARISON_CHART)
+
+
+def get_anomaly_detection_card_data(farm=None):
+    if farm is None:
+        return deepcopy(ANOMALY_DETECTION_CARD)
+
+    anomalies = list(AnomalyDetection.objects.filter(farm=farm)[:10])
+    if not anomalies:
+        return deepcopy(ANOMALY_DETECTION_CARD)
+
+    return {
+        "anomalies": [
+            {
+                "sensor": anomaly.sensor,
+                "value": anomaly.value,
+                "expected": anomaly.expected,
+                "deviation": anomaly.deviation,
+                "severity": anomaly.severity,
+            }
+            for anomaly in anomalies
+        ]
+    }
+
+
+def get_soil_moisture_heatmap_data(farm=None):
+    return deepcopy(SOIL_MOISTURE_HEATMAP)
+
+
+def get_soil_summary_data(farm=None):
+    return {
+        "avgSoilMoisture": get_avg_soil_moisture_data(farm),
+        "sensorRadarChart": get_sensor_radar_chart_data(farm),
+        "sensorComparisonChart": get_sensor_comparison_chart_data(farm),
+        "anomalyDetectionCard": get_anomaly_detection_card_data(farm),
+        "soilMoistureHeatmap": get_soil_moisture_heatmap_data(farm),
+    }