UPDATE

config/settings.py

@@ -55,6 +55,7 @@ INSTALLED_APPS = [
     "fertilization_recommendation",
     "farm_ai_assistant",
     "notifications.apps.NotificationsConfig",
+    "plants.apps.PlantsConfig",
     "external_api_adapter.apps.ExternalApiAdapterConfig",
     "sensor_external_api.apps.SensorExternalApiConfig",
     "rest_framework",

config/urls.py

@@ -33,6 +33,7 @@ urlpatterns = [
     path("api/farm-ai-assistant/", include("farm_ai_assistant.urls")),
     path("api/notifications/", include("notifications.urls")),
     path("api/farm-alerts/", include("farm_alerts.urls")),
+    path("api/plants/", include("plants.urls")),
 
     path("api/sensor-external-api/", include("sensor_external_api.urls")),
 ]

farm_hub/catalog.py

@@ -1,23 +1,23 @@
 CATALOG_SEED_DATA = {
     "زراعی": [
-        {"name": "گندم", "planting_season": "پاییز", "harvest_time": "اواخر بهار", "soil": "لومی"},
-        {"name": "ذرت", "planting_season": "بهار", "harvest_time": "تابستان", "soil": "لومی شنی"},
-        {"name": "جو", "planting_season": "پاییز", "harvest_time": "اواخر بهار", "soil": "لومی"},
-        {"name": "کلزا", "planting_season": "پاییز", "harvest_time": "بهار", "soil": "لومی رسی"},
-        {"name": "پنبه", "planting_season": "بهار", "harvest_time": "پاییز", "soil": "لومی"},
+        {"name": "گندم", "planting_season": "پاییز", "harvest_time": "اواخر بهار", "soil": "لومی", "icon": "wheat", "growth_stage": "vegetative", "growth_stages": ["initial", "vegetative", "flowering", "maturity"]},
+        {"name": "ذرت", "planting_season": "بهار", "harvest_time": "تابستان", "soil": "لومی شنی", "icon": "corn", "growth_stage": "vegetative", "growth_stages": ["initial", "vegetative", "flowering", "fruiting", "maturity"]},
+        {"name": "جو", "planting_season": "پاییز", "harvest_time": "اواخر بهار", "soil": "لومی", "icon": "leaf", "growth_stage": "vegetative", "growth_stages": ["initial", "vegetative", "flowering", "maturity"]},
+        {"name": "کلزا", "planting_season": "پاییز", "harvest_time": "بهار", "soil": "لومی رسی", "icon": "leaf", "growth_stage": "flowering", "growth_stages": ["initial", "vegetative", "flowering", "maturity"]},
+        {"name": "پنبه", "planting_season": "بهار", "harvest_time": "پاییز", "soil": "لومی", "icon": "leaf", "growth_stage": "fruiting", "growth_stages": ["initial", "vegetative", "flowering", "fruiting", "maturity"]},
     ],
     "درختی": [
-        {"name": "سیب", "planting_season": "زمستان", "harvest_time": "پاییز", "soil": "لومی"},
-        {"name": "پسته", "planting_season": "زمستان", "harvest_time": "اواخر تابستان", "soil": "شنی لومی"},
-        {"name": "انگور", "planting_season": "اواخر زمستان", "harvest_time": "تابستان", "soil": "لومی"},
-        {"name": "انار", "planting_season": "اواخر زمستان", "harvest_time": "پاییز", "soil": "لومی شنی"},
+        {"name": "سیب", "planting_season": "زمستان", "harvest_time": "پاییز", "soil": "لومی", "icon": "apple", "growth_stage": "flowering", "growth_stages": ["initial", "vegetative", "flowering", "fruiting", "maturity"]},
+        {"name": "پسته", "planting_season": "زمستان", "harvest_time": "اواخر تابستان", "soil": "شنی لومی", "icon": "leaf", "growth_stage": "fruiting", "growth_stages": ["initial", "vegetative", "flowering", "fruiting", "maturity"]},
+        {"name": "انگور", "planting_season": "اواخر زمستان", "harvest_time": "تابستان", "soil": "لومی", "icon": "grape", "growth_stage": "fruiting", "growth_stages": ["initial", "vegetative", "flowering", "fruiting", "maturity"]},
+        {"name": "انار", "planting_season": "اواخر زمستان", "harvest_time": "پاییز", "soil": "لومی شنی", "icon": "leaf", "growth_stage": "flowering", "growth_stages": ["initial", "vegetative", "flowering", "fruiting", "maturity"]},
     ],
     "غرقابی": [
-        {"name": "برنج", "planting_season": "بهار", "harvest_time": "اواخر تابستان", "soil": "رسی"},
+        {"name": "برنج", "planting_season": "بهار", "harvest_time": "اواخر تابستان", "soil": "رسی", "icon": "leaf", "growth_stage": "vegetative", "growth_stages": ["initial", "vegetative", "flowering", "maturity"]},
     ],
     "گلخانه ای": [
-        {"name": "گوجه فرنگی", "planting_season": "چهار فصل", "harvest_time": "چند مرحله ای", "soil": "کوکوپیت"},
-        {"name": "خیار", "planting_season": "چهار فصل", "harvest_time": "چند مرحله ای", "soil": "پرلیت"},
-        {"name": "فلفل دلمه ای", "planting_season": "چهار فصل", "harvest_time": "چند مرحله ای", "soil": "بستر هیدروپونیک"},
+        {"name": "گوجه فرنگی", "planting_season": "چهار فصل", "harvest_time": "چند مرحله ای", "soil": "کوکوپیت", "icon": "tomato", "growth_stage": "fruiting", "growth_stages": ["initial", "vegetative", "flowering", "fruiting", "maturity"]},
+        {"name": "خیار", "planting_season": "چهار فصل", "harvest_time": "چند مرحله ای", "soil": "پرلیت", "icon": "leaf", "growth_stage": "fruiting", "growth_stages": ["initial", "vegetative", "flowering", "fruiting", "maturity"]},
+        {"name": "فلفل دلمه ای", "planting_season": "چهار فصل", "harvest_time": "چند مرحله ای", "soil": "بستر هیدروپونیک", "icon": "pepper", "growth_stage": "flowering", "growth_stages": ["initial", "vegetative", "flowering", "fruiting", "maturity"]},
     ],
 }

farm_hub/migrations/0008_product_plant_selector_fields.py

@@ -0,0 +1,25 @@
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("farm_hub", "0007_farmhub_subscription_plan"),
+    ]
+
+    operations = [
+        migrations.AddField(
+            model_name="product",
+            name="growth_stage",
+            field=models.CharField(blank=True, default="", help_text="مرحله رشد فعلی", max_length=255),
+        ),
+        migrations.AddField(
+            model_name="product",
+            name="growth_stages",
+            field=models.JSONField(blank=True, default=list, help_text="فهرست مراحل رشد محصول"),
+        ),
+        migrations.AddField(
+            model_name="product",
+            name="icon",
+            field=models.CharField(blank=True, default="", help_text="آیکون محصول برای فرانت", max_length=100),
+        ),
+    ]

farm_hub/models.py

@@ -35,6 +35,9 @@ class Product(models.Model):
     watering = models.CharField(max_length=255, blank=True, default="", help_text="آبیاری")
     soil = models.CharField(max_length=255, blank=True, default="", help_text="خاک مناسب")
     temperature = models.CharField(max_length=255, blank=True, default="", help_text="دمای مناسب")
+    growth_stage = models.CharField(max_length=255, blank=True, default="", help_text="مرحله رشد فعلی")
+    growth_stages = models.JSONField(blank=True, default=list, help_text="فهرست مراحل رشد محصول")
+    icon = models.CharField(max_length=100, blank=True, default="", help_text="آیکون محصول برای فرانت")
     planting_season = models.CharField(max_length=255, blank=True, default="", help_text="فصل کاشت")
     harvest_time = models.CharField(max_length=255, blank=True, default="", help_text="زمان برداشت")
     spacing = models.CharField(max_length=255, blank=True, default="", help_text="فاصله کاشت")

fertilization_recommendation/serializers.py

@@ -27,5 +27,80 @@ class FertilizationSectionSerializer(serializers.Serializer):
     expandableExplanation = serializers.CharField(required=False, allow_blank=True)
 
 
+class NpkRatioSerializer(serializers.Serializer):
+    n = serializers.FloatField(required=False)
+    p = serializers.FloatField(required=False)
+    k = serializers.FloatField(required=False)
+    label = serializers.CharField(required=False, allow_blank=True)
+
+
+class ApplicationMethodSerializer(serializers.Serializer):
+    id = serializers.CharField(required=False, allow_blank=True)
+    label = serializers.CharField(required=False, allow_blank=True)
+
+
+class ApplicationIntervalSerializer(serializers.Serializer):
+    value = serializers.FloatField(required=False)
+    unit = serializers.CharField(required=False, allow_blank=True)
+    label = serializers.CharField(required=False, allow_blank=True)
+
+
+class DosageSerializer(serializers.Serializer):
+    base_amount_per_hectare = serializers.FloatField(required=False)
+    base_amount_per_square_meter = serializers.FloatField(required=False)
+    unit = serializers.CharField(required=False, allow_blank=True)
+    label = serializers.CharField(required=False, allow_blank=True)
+    calculation_basis = serializers.CharField(required=False, allow_blank=True)
+
+
+class PrimaryRecommendationSerializer(serializers.Serializer):
+    fertilizer_code = serializers.CharField(required=False, allow_blank=True)
+    fertilizer_name = serializers.CharField(required=False, allow_blank=True)
+    display_title = serializers.CharField(required=False, allow_blank=True)
+    fertilizer_type = serializers.CharField(required=False, allow_blank=True)
+    npk_ratio = NpkRatioSerializer(required=False)
+    application_method = ApplicationMethodSerializer(required=False)
+    application_interval = ApplicationIntervalSerializer(required=False)
+    dosage = DosageSerializer(required=False)
+    reasoning = serializers.CharField(required=False, allow_blank=True)
+    summary = serializers.CharField(required=False, allow_blank=True)
+
+
+class NutrientItemSerializer(serializers.Serializer):
+    key = serializers.CharField(required=False, allow_blank=True)
+    name = serializers.CharField(required=False, allow_blank=True)
+    value = serializers.FloatField(required=False)
+    unit = serializers.CharField(required=False, allow_blank=True)
+    description = serializers.CharField(required=False, allow_blank=True)
+
+
+class NutrientAnalysisSerializer(serializers.Serializer):
+    macro = NutrientItemSerializer(many=True, read_only=True)
+    micro = NutrientItemSerializer(many=True, read_only=True)
+
+
+class ApplicationGuideStepSerializer(serializers.Serializer):
+    step_number = serializers.IntegerField(required=False)
+    title = serializers.CharField(required=False, allow_blank=True)
+    description = serializers.CharField(required=False, allow_blank=True)
+
+
+class ApplicationGuideSerializer(serializers.Serializer):
+    safety_warning = serializers.CharField(required=False, allow_blank=True)
+    steps = ApplicationGuideStepSerializer(many=True, read_only=True)
+
+
+class AlternativeRecommendationSerializer(serializers.Serializer):
+    fertilizer_code = serializers.CharField(required=False, allow_blank=True)
+    fertilizer_name = serializers.CharField(required=False, allow_blank=True)
+    fertilizer_type = serializers.CharField(required=False, allow_blank=True)
+    usage_method = serializers.CharField(required=False, allow_blank=True)
+    description = serializers.CharField(required=False, allow_blank=True)
+
+
 class FertilizationRecommendResponseDataSerializer(serializers.Serializer):
+    primary_recommendation = PrimaryRecommendationSerializer(read_only=True)
+    nutrient_analysis = NutrientAnalysisSerializer(read_only=True)
+    application_guide = ApplicationGuideSerializer(read_only=True)
+    alternative_recommendations = AlternativeRecommendationSerializer(many=True, read_only=True)
     sections = FertilizationSectionSerializer(many=True, read_only=True)

fertilization_recommendation/tests.py

@@ -0,0 +1,107 @@
+from django.contrib.auth import get_user_model
+from django.test import TestCase
+from rest_framework.test import APIRequestFactory, force_authenticate
+from unittest.mock import patch
+
+from external_api_adapter.adapter import AdapterResponse
+from farm_hub.models import FarmHub, FarmType
+from .views import RecommendView
+
+
+class FertilizationRecommendViewTests(TestCase):
+    def setUp(self):
+        self.factory = APIRequestFactory()
+        self.user = get_user_model().objects.create_user(
+            username="fert-user",
+            password="secret123",
+            email="fert@example.com",
+            phone_number="09125556677",
+        )
+        self.farm_type = FarmType.objects.create(name="زراعی")
+        self.farm = FarmHub.objects.create(owner=self.user, farm_type=self.farm_type, name="fert-farm")
+
+    @patch("fertilization_recommendation.views.external_api_request")
+    def test_recommend_returns_updated_response_shape(self, mock_external_api_request):
+        mock_external_api_request.return_value = AdapterResponse(
+            status_code=200,
+            data={
+                "code": 200,
+                "msg": "success",
+                "data": {
+                    "primary_recommendation": {
+                        "fertilizer_code": "npk-202020",
+                        "fertilizer_name": "NPK 20-20-20",
+                        "display_title": "کود کامل متعادل",
+                        "fertilizer_type": "NPK",
+                        "npk_ratio": {"n": 20, "p": 20, "k": 20, "label": "20-20-20"},
+                        "application_method": {"id": "fertigation", "label": "کودآبیاری"},
+                        "application_interval": {"value": 14, "unit": "day", "label": "هر 14 روز"},
+                        "dosage": {
+                            "base_amount_per_hectare": 65,
+                            "base_amount_per_square_meter": 0.0065,
+                            "unit": "kg",
+                            "label": "65 کیلوگرم در هکتار",
+                            "calculation_basis": "engine-v2",
+                        },
+                        "reasoning": "متعادل برای فاز رشد",
+                        "summary": "مصرف منظم در این مرحله توصیه می شود",
+                    },
+                    "nutrient_analysis": {
+                        "macro": [
+                            {"key": "n", "name": "Nitrogen", "value": 20, "unit": "percent", "description": "تقویت رشد رویشی"}
+                        ],
+                        "micro": [
+                            {"key": "zn", "name": "Zinc", "value": 2.5, "unit": "percent", "description": "بهبود رشد"}
+                        ],
+                    },
+                    "application_guide": {
+                        "safety_warning": "در ساعات خنک مصرف شود",
+                        "steps": [
+                            {"step_number": 1, "title": "حل کردن", "description": "کود را در آب حل کنید"}
+                        ],
+                    },
+                    "alternative_recommendations": [
+                        {
+                            "fertilizer_code": "npk-121236",
+                            "fertilizer_name": "NPK 12-12-36",
+                            "fertilizer_type": "NPK",
+                            "usage_method": "fertigation",
+                            "description": "برای نیاز پتاس بالا",
+                        }
+                    ],
+                    "sections": [
+                        {"type": "recommendation", "title": "پیشنهاد اصلی", "icon": "leaf", "content": "NPK 20-20-20"}
+                    ],
+                },
+            },
+        )
+
+        request = self.factory.post(
+            "/api/fertilization/recommend/",
+            {"farm_uuid": str(self.farm.farm_uuid), "plant_name": "گندم", "growth_stage": "vegetative"},
+            format="json",
+        )
+        force_authenticate(request, user=self.user)
+
+        response = RecommendView.as_view()(request)
+
+        self.assertEqual(response.status_code, 200)
+        self.assertEqual(response.data["code"], 200)
+        self.assertIn("primary_recommendation", response.data["data"])
+        self.assertIn("nutrient_analysis", response.data["data"])
+        self.assertIn("application_guide", response.data["data"])
+        self.assertIn("alternative_recommendations", response.data["data"])
+        self.assertEqual(response.data["data"]["primary_recommendation"]["fertilizer_code"], "npk-202020")
+        self.assertEqual(response.data["data"]["primary_recommendation"]["application_interval"]["value"], 14.0)
+        self.assertEqual(response.data["data"]["alternative_recommendations"][0]["usage_method"], "fertigation")
+        self.assertEqual(response.data["data"]["sections"][0]["type"], "recommendation")
+        mock_external_api_request.assert_called_once_with(
+            "ai",
+            "/api/fertilization/recommend/",
+            method="POST",
+            payload={
+                "farm_uuid": str(self.farm.farm_uuid),
+                "plant_name": "گندم",
+                "growth_stage": "vegetative",
+            },
+        )

fertilization_recommendation/views.py

@@ -9,7 +9,7 @@ from rest_framework.response import Response
 from rest_framework.views import APIView
 from drf_spectacular.utils import extend_schema
 
-from config.swagger import status_response
+from config.swagger import code_response, status_response
 from external_api_adapter import request as external_api_request
 from farm_hub.models import FarmHub
 from .mock_data import CONFIG_RESPONSE_DATA
@@ -47,6 +47,30 @@ class ConfigView(FarmAccessMixin, APIView):
 
 
 class RecommendView(FarmAccessMixin, APIView):
+    @staticmethod
+    def _to_string(value):
+        if value is None:
+            return ""
+        return str(value)
+
+    @staticmethod
+    def _to_float(value):
+        if value in (None, ""):
+            return None
+        try:
+            return float(value)
+        except (TypeError, ValueError):
+            return None
+
+    @staticmethod
+    def _to_int(value):
+        if value in (None, ""):
+            return None
+        try:
+            return int(value)
+        except (TypeError, ValueError):
+            return None
+
     @staticmethod
     def _normalize_sections(raw_sections):
         if not isinstance(raw_sections, list):
@@ -86,27 +110,195 @@ class RecommendView(FarmAccessMixin, APIView):
             normalized_sections.append(normalized_section)
         return normalized_sections
 
-    def _extract_public_sections(self, adapter_data):
+    @staticmethod
+    def _extract_public_payload(adapter_data):
         if not isinstance(adapter_data, dict):
-            return []
+            return {}
 
         data = adapter_data.get("data")
-        if isinstance(data, dict) and isinstance(data.get("sections"), list):
-            return self._normalize_sections(data.get("sections"))
+        if isinstance(data, dict):
+            result = data.get("result")
+            if isinstance(result, dict):
+                return result
+            return data
 
-        result = data.get("result") if isinstance(data, dict) else None
-        if isinstance(result, dict) and isinstance(result.get("sections"), list):
-            return self._normalize_sections(result.get("sections"))
+        result = adapter_data.get("result")
+        if isinstance(result, dict):
+            return result
 
-        if isinstance(adapter_data.get("sections"), list):
-            return self._normalize_sections(adapter_data.get("sections"))
+        return adapter_data
 
+    def _normalize_npk_ratio(self, raw_ratio):
+        if not isinstance(raw_ratio, dict):
+            return {}
+
+        normalized = {}
+        for key in ("n", "p", "k"):
+            numeric_value = self._to_float(raw_ratio.get(key))
+            if numeric_value is not None:
+                normalized[key] = numeric_value
+
+        label = self._to_string(raw_ratio.get("label")).strip()
+        if label:
+            normalized["label"] = label
+
+        return normalized
+
+    def _normalize_named_object(self, raw_object):
+        if not isinstance(raw_object, dict):
+            return {}
+
+        normalized = {}
+        for key in ("id", "label", "unit", "calculation_basis"):
+            value = self._to_string(raw_object.get(key)).strip()
+            if value:
+                normalized[key] = value
+
+        for key in ("value", "base_amount_per_hectare", "base_amount_per_square_meter"):
+            numeric_value = self._to_float(raw_object.get(key))
+            if numeric_value is not None:
+                normalized[key] = numeric_value
+
+        return normalized
+
+    def _normalize_primary_recommendation(self, payload):
+        raw_data = payload.get("primary_recommendation")
+        if not isinstance(raw_data, dict):
+            return {}
+
+        normalized = {}
+        for key in (
+            "fertilizer_code",
+            "fertilizer_name",
+            "display_title",
+            "fertilizer_type",
+            "reasoning",
+            "summary",
+        ):
+            value = self._to_string(raw_data.get(key)).strip()
+            if value:
+                normalized[key] = value
+
+        npk_ratio = self._normalize_npk_ratio(raw_data.get("npk_ratio"))
+        if npk_ratio:
+            normalized["npk_ratio"] = npk_ratio
+
+        application_method = self._normalize_named_object(raw_data.get("application_method"))
+        if application_method:
+            normalized["application_method"] = {
+                key: value for key, value in application_method.items() if key in {"id", "label"}
+            }
+
+        application_interval = self._normalize_named_object(raw_data.get("application_interval"))
+        if application_interval:
+            normalized["application_interval"] = {
+                key: value for key, value in application_interval.items() if key in {"value", "unit", "label"}
+            }
+
+        dosage = self._normalize_named_object(raw_data.get("dosage"))
+        if dosage:
+            dosage_label = self._to_string(raw_data.get("dosage", {}).get("label")).strip()
+            if dosage_label:
+                dosage["label"] = dosage_label
+            normalized["dosage"] = {
+                key: value
+                for key, value in dosage.items()
+                if key in {"base_amount_per_hectare", "base_amount_per_square_meter", "unit", "label", "calculation_basis"}
+            }
+
+        return normalized
+
+    def _normalize_nutrient_items(self, items):
+        if not isinstance(items, list):
             return []
 
+        normalized_items = []
+        for item in items:
+            if not isinstance(item, dict):
+                continue
+            normalized_item = {}
+            for key in ("key", "name", "unit", "description"):
+                value = self._to_string(item.get(key)).strip()
+                if value:
+                    normalized_item[key] = value
+            numeric_value = self._to_float(item.get("value"))
+            if numeric_value is not None:
+                normalized_item["value"] = numeric_value
+            if normalized_item:
+                normalized_items.append(normalized_item)
+        return normalized_items
+
+    def _normalize_application_guide(self, payload):
+        raw_data = payload.get("application_guide")
+        if not isinstance(raw_data, dict):
+            return {}
+
+        normalized = {}
+        safety_warning = self._to_string(raw_data.get("safety_warning")).strip()
+        if safety_warning:
+            normalized["safety_warning"] = safety_warning
+
+        raw_steps = raw_data.get("steps")
+        if isinstance(raw_steps, list):
+            steps = []
+            for step in raw_steps:
+                if not isinstance(step, dict):
+                    continue
+                normalized_step = {}
+                step_number = self._to_int(step.get("step_number"))
+                if step_number is not None:
+                    normalized_step["step_number"] = step_number
+                for key in ("title", "description"):
+                    value = self._to_string(step.get(key)).strip()
+                    if value:
+                        normalized_step[key] = value
+                if normalized_step:
+                    steps.append(normalized_step)
+            normalized["steps"] = steps
+
+        return normalized
+
+    def _normalize_alternatives(self, payload):
+        raw_items = payload.get("alternative_recommendations")
+        if not isinstance(raw_items, list):
+            return []
+
+        alternatives = []
+        for item in raw_items:
+            if not isinstance(item, dict):
+                continue
+            normalized_item = {}
+            for key in ("fertilizer_code", "fertilizer_name", "fertilizer_type", "usage_method", "description"):
+                value = self._to_string(item.get(key)).strip()
+                if value:
+                    normalized_item[key] = value
+            if normalized_item:
+                alternatives.append(normalized_item)
+        return alternatives
+
+    def _normalize_response_payload(self, adapter_data):
+        payload = self._extract_public_payload(adapter_data)
+        if not isinstance(payload, dict):
+            payload = {}
+
+        normalized_sections = self._normalize_sections(payload.get("sections"))
+        nutrient_analysis = payload.get("nutrient_analysis") if isinstance(payload.get("nutrient_analysis"), dict) else {}
+
+        return {
+            "primary_recommendation": self._normalize_primary_recommendation(payload),
+            "nutrient_analysis": {
+                "macro": self._normalize_nutrient_items(nutrient_analysis.get("macro")),
+                "micro": self._normalize_nutrient_items(nutrient_analysis.get("micro")),
+            },
+            "application_guide": self._normalize_application_guide(payload),
+            "alternative_recommendations": self._normalize_alternatives(payload),
+            "sections": normalized_sections,
+        }
+
     @extend_schema(
         tags=["Fertilization Recommendation"],
         request=FertilizationRecommendRequestSerializer,
-        responses={200: status_response("FertilizationRecommendResponse", data=FertilizationRecommendResponseDataSerializer())},
+        responses={200: code_response("FertilizationRecommendResponse", data=FertilizationRecommendResponseDataSerializer())},
     )
     def post(self, request):
         serializer = FertilizationRecommendRequestSerializer(data=request.data)
@@ -125,14 +317,14 @@ class RecommendView(FarmAccessMixin, APIView):
         )
 
         response_data = adapter_response.data if isinstance(adapter_response.data, dict) else {}
-        public_sections = self._extract_public_sections(response_data)
+        public_data = self._normalize_response_payload(response_data)
 
         logger.warning(
             "Fertilization recommendation response parsed: farm_uuid=%s status_code=%s response_keys=%s sections_count=%s",
             str(farm.farm_uuid),
             adapter_response.status_code,
             sorted(response_data.keys()) if isinstance(response_data, dict) else None,
-            len(public_sections),
+            len(public_data.get("sections", [])),
         )
 
         FertilizationRecommendationRequest.objects.create(
@@ -158,9 +350,7 @@ class RecommendView(FarmAccessMixin, APIView):
             {
                 "code": 200,
                 "msg": "success",
-                "data": {
-                    "sections": public_sections,
-                },
+                "data": public_data,
             },
             status=status.HTTP_200_OK,
         )

plants/apps.py

@@ -0,0 +1,7 @@
+from django.apps import AppConfig
+
+
+class PlantsConfig(AppConfig):
+    default_auto_field = "django.db.models.BigAutoField"
+    name = "plants"
+    verbose_name = "Plants"

plants/models.py

@@ -0,0 +1,3 @@
+from farm_hub.models import Product
+
+__all__ = ["Product"]

plants/serializers.py

@@ -0,0 +1,33 @@
+from rest_framework import serializers
+
+from farm_hub.models import Product
+
+
+class PlantSerializer(serializers.ModelSerializer):
+    id = serializers.IntegerField(read_only=True)
+
+    class Meta:
+        model = Product
+        fields = [
+            "id",
+            "name",
+            "light",
+            "watering",
+            "soil",
+            "temperature",
+            "growth_stage",
+            "growth_stages",
+            "icon",
+            "planting_season",
+            "harvest_time",
+            "spacing",
+            "fertilizer",
+            "created_at",
+            "updated_at",
+        ]
+
+
+class PlantNameSerializer(serializers.ModelSerializer):
+    class Meta:
+        model = Product
+        fields = ["name", "icon", "growth_stages"]

plants/services.py

@@ -0,0 +1,169 @@
+from django.db import transaction
+
+from external_api_adapter import request as external_api_request
+from external_api_adapter.exceptions import ExternalAPIRequestError
+from farm_hub.models import FarmType, Product
+
+
+DEFAULT_FARM_TYPE_NAME = "زراعی"
+DEFAULT_ICON = "leaf"
+DEFAULT_GROWTH_STAGES = [
+    "initial",
+    "vegetative",
+    "flowering",
+    "fruiting",
+    "maturity",
+]
+AI_PLANTS_PATH = "/api/plants/"
+
+
+class PlantSyncError(Exception):
+    pass
+
+
+def _extract_plant_items(adapter_data):
+    if isinstance(adapter_data, list):
+        return adapter_data
+    if not isinstance(adapter_data, dict):
+        return []
+
+    data = adapter_data.get("data")
+    if isinstance(data, list):
+        return data
+    if isinstance(data, dict):
+        result = data.get("result")
+        if isinstance(result, list):
+            return result
+
+    result = adapter_data.get("result")
+    if isinstance(result, list):
+        return result
+    return []
+
+
+def _clean_stage_name(value):
+    stage = str(value or "").strip()
+    return stage
+
+
+def _merge_growth_stages(product, supplied_stages=None):
+    stages = []
+    seen = set()
+    has_explicit_stage_data = False
+
+    for stage in supplied_stages or []:
+        normalized = _clean_stage_name(stage)
+        if normalized and normalized not in seen:
+            has_explicit_stage_data = True
+            seen.add(normalized)
+            stages.append(normalized)
+
+    current_stage = _clean_stage_name(getattr(product, "growth_stage", ""))
+    if current_stage and current_stage not in seen:
+        has_explicit_stage_data = True
+        seen.add(current_stage)
+        stages.append(current_stage)
+
+    if not has_explicit_stage_data:
+        for stage in DEFAULT_GROWTH_STAGES:
+            seen.add(stage)
+            stages.append(stage)
+
+    thresholds = product.growth_profile.get("stage_thresholds", {}) if isinstance(product.growth_profile, dict) else {}
+    if isinstance(thresholds, dict):
+        for stage_name in thresholds.keys():
+            normalized = _clean_stage_name(stage_name)
+            if normalized and normalized not in seen:
+                seen.add(normalized)
+                stages.append(normalized)
+
+    return stages
+
+
+@transaction.atomic
+def ensure_plant_defaults(queryset=None):
+    products = list(queryset if queryset is not None else Product.objects.all())
+    updated_products = []
+
+    for product in products:
+        changed = False
+
+        if not product.icon:
+            product.icon = DEFAULT_ICON
+            changed = True
+
+        normalized_stages = _merge_growth_stages(product, product.growth_stages)
+        if normalized_stages != (product.growth_stages or []):
+            product.growth_stages = normalized_stages
+            changed = True
+
+        if not product.growth_stage and product.growth_stages:
+            product.growth_stage = product.growth_stages[0]
+            changed = True
+
+        if changed:
+            updated_products.append(product)
+
+    if updated_products:
+        Product.objects.bulk_update(updated_products, ["icon", "growth_stage", "growth_stages"])
+
+    return products
+
+
+@transaction.atomic
+def sync_plants_from_ai():
+    try:
+        adapter_response = external_api_request("ai", AI_PLANTS_PATH, method="GET")
+    except ExternalAPIRequestError as exc:
+        raise PlantSyncError(str(exc)) from exc
+
+    if adapter_response.status_code >= 400:
+        raise PlantSyncError(f"AI service returned status {adapter_response.status_code}.")
+
+    products = []
+    for item in _extract_plant_items(adapter_response.data):
+        if not isinstance(item, dict):
+            continue
+
+        name = str(item.get("name") or "").strip()
+        if not name:
+            continue
+
+        farm_type_name = str(item.get("farm_type") or DEFAULT_FARM_TYPE_NAME).strip() or DEFAULT_FARM_TYPE_NAME
+        farm_type, _ = FarmType.objects.get_or_create(name=farm_type_name)
+
+        growth_profile = item.get("growth_profile") if isinstance(item.get("growth_profile"), dict) else {}
+        growth_stages = item.get("growth_stages") if isinstance(item.get("growth_stages"), list) else []
+        normalized_growth_stages = []
+        for stage in growth_stages:
+            normalized = _clean_stage_name(stage)
+            if normalized:
+                normalized_growth_stages.append(normalized)
+
+        defaults = {
+            "description": str(item.get("description") or "").strip(),
+            "metadata": item.get("metadata") if isinstance(item.get("metadata"), dict) else {},
+            "light": str(item.get("light") or "").strip(),
+            "watering": str(item.get("watering") or "").strip(),
+            "soil": str(item.get("soil") or "").strip(),
+            "temperature": str(item.get("temperature") or "").strip(),
+            "growth_stage": str(item.get("growth_stage") or "").strip(),
+            "growth_stages": normalized_growth_stages,
+            "planting_season": str(item.get("planting_season") or "").strip(),
+            "harvest_time": str(item.get("harvest_time") or "").strip(),
+            "spacing": str(item.get("spacing") or "").strip(),
+            "fertilizer": str(item.get("fertilizer") or "").strip(),
+            "icon": str(item.get("icon") or "").strip(),
+            "health_profile": item.get("health_profile") if isinstance(item.get("health_profile"), dict) else {},
+            "irrigation_profile": item.get("irrigation_profile") if isinstance(item.get("irrigation_profile"), dict) else {},
+            "growth_profile": growth_profile,
+        }
+        product, _ = Product.objects.update_or_create(
+            farm_type=farm_type,
+            name=name,
+            defaults=defaults,
+        )
+        products.append(product)
+
+    ensure_plant_defaults(products)
+    return products

plants/tests.py

@@ -0,0 +1,99 @@
+from django.contrib.auth import get_user_model
+from django.test import TestCase
+from rest_framework.test import APIRequestFactory, force_authenticate
+from unittest.mock import patch
+
+from external_api_adapter.adapter import AdapterResponse
+from farm_hub.models import FarmHub, FarmType, Product
+from .views import PlantListView, PlantNameListView, SelectedPlantListView
+
+
+class PlantApiTests(TestCase):
+    def setUp(self):
+        self.factory = APIRequestFactory()
+        self.user = get_user_model().objects.create_user(
+            username="plant-user",
+            password="secret123",
+            email="plant@example.com",
+            phone_number="09123334455",
+        )
+        self.farm_type = FarmType.objects.create(name="زراعی")
+
+    @patch("plants.services.external_api_request")
+    def test_list_syncs_plants_from_ai_and_returns_full_payload(self, mock_external_api_request):
+        mock_external_api_request.return_value = AdapterResponse(
+            status_code=200,
+            data={
+                "code": 200,
+                "msg": "success",
+                "data": [
+                    {
+                        "name": "Tomato",
+                        "light": "full sun",
+                        "watering": "regular",
+                        "soil": "loam",
+                        "temperature": "20-30",
+                        "growth_stage": "vegetative",
+                        "planting_season": "spring",
+                        "harvest_time": "70-90 days",
+                        "spacing": "45-60 cm",
+                        "fertilizer": "NPK",
+                        "icon": "tomato",
+                        "growth_profile": {"stage_thresholds": {"flowering": 300, "fruiting": 500}},
+                    }
+                ],
+            },
+        )
+        request = self.factory.get("/api/plants/")
+        force_authenticate(request, user=self.user)
+
+        response = PlantListView.as_view()(request)
+
+        self.assertEqual(response.status_code, 200)
+        self.assertEqual(response.data["code"], 200)
+        self.assertEqual(response.data["data"][0]["name"], "Tomato")
+        self.assertEqual(response.data["data"][0]["icon"], "tomato")
+        self.assertIn("flowering", response.data["data"][0]["growth_stages"])
+        mock_external_api_request.assert_called_once_with("ai", "/api/plants/", method="GET")
+
+    @patch("plants.views.sync_plants_from_ai")
+    def test_names_endpoint_fills_default_icon_and_growth_stages(self, mock_sync_plants_from_ai):
+        mock_sync_plants_from_ai.return_value = []
+        product = Product.objects.create(
+            farm_type=self.farm_type,
+            name="Pepper",
+            growth_profile={"stage_thresholds": {"fruiting": 450}},
+        )
+        request = self.factory.get("/api/plants/names/")
+        force_authenticate(request, user=self.user)
+
+        response = PlantNameListView.as_view()(request)
+
+        self.assertEqual(response.status_code, 200)
+        self.assertEqual(response.data["data"][0]["icon"], "leaf")
+        self.assertEqual(
+            response.data["data"][0]["growth_stages"],
+            ["initial", "vegetative", "flowering", "fruiting", "maturity"],
+        )
+        product.refresh_from_db()
+        self.assertEqual(product.icon, "leaf")
+        self.assertEqual(product.growth_stages, ["initial", "vegetative", "flowering", "fruiting", "maturity"])
+
+    @patch("plants.views.sync_plants_from_ai")
+    def test_selected_endpoint_returns_farmer_products(self, mock_sync_plants_from_ai):
+        mock_sync_plants_from_ai.return_value = []
+        tomato = Product.objects.create(farm_type=self.farm_type, name="Tomato", icon="leaf", growth_stages=["vegetative"])
+        pepper = Product.objects.create(farm_type=self.farm_type, name="Pepper", icon="leaf", growth_stages=["flowering"])
+        farm = FarmHub.objects.create(owner=self.user, farm_type=self.farm_type, name="farm-a")
+        farm.products.add(pepper)
+
+        request = self.factory.get(f"/api/plants/selected/?farm_uuid={farm.farm_uuid}")
+        force_authenticate(request, user=self.user)
+
+        response = SelectedPlantListView.as_view()(request)
+
+        self.assertEqual(response.status_code, 200)
+        self.assertEqual(len(response.data["data"]), 1)
+        self.assertEqual(response.data["data"][0]["name"], "Pepper")
+        self.assertEqual(set(response.data["data"][0].keys()), {"name", "icon", "growth_stages"})
+        self.assertNotEqual(response.data["data"][0]["name"], tomato.name)

plants/urls.py

@@ -0,0 +1,10 @@
+from django.urls import path
+
+from .views import PlantDetailView, PlantListView, PlantNameListView, SelectedPlantListView
+
+urlpatterns = [
+    path("names/", PlantNameListView.as_view(), name="plant-name-list"),
+    path("selected/", SelectedPlantListView.as_view(), name="selected-plant-list"),
+    path("<int:plant_id>/", PlantDetailView.as_view(), name="plant-detail"),
+    path("", PlantListView.as_view(), name="plant-list"),
+]

plants/views.py

@@ -0,0 +1,96 @@
+from rest_framework import serializers, status
+from rest_framework.permissions import IsAuthenticated
+from rest_framework.response import Response
+from rest_framework.views import APIView
+from drf_spectacular.types import OpenApiTypes
+from drf_spectacular.utils import OpenApiParameter, extend_schema
+
+from config.swagger import code_response, farm_uuid_query_param
+from farm_hub.models import FarmHub, Product
+from .serializers import PlantNameSerializer, PlantSerializer
+from .services import PlantSyncError, ensure_plant_defaults, sync_plants_from_ai
+
+
+class PlantBaseView(APIView):
+    permission_classes = [IsAuthenticated]
+
+    @staticmethod
+    def _sync_plants_if_possible():
+        try:
+            sync_plants_from_ai()
+        except PlantSyncError:
+            return False
+        return True
+
+    @staticmethod
+    def _get_farm(request, farm_uuid):
+        if not farm_uuid:
+            raise serializers.ValidationError({"farm_uuid": ["This field is required."]})
+        try:
+            return FarmHub.objects.prefetch_related("products").get(farm_uuid=farm_uuid, owner=request.user)
+        except FarmHub.DoesNotExist as exc:
+            raise serializers.ValidationError({"farm_uuid": ["Farm not found."]}) from exc
+
+
+class PlantListView(PlantBaseView):
+    @extend_schema(
+        tags=["Plants"],
+        responses={200: code_response("PlantListResponse", data=PlantSerializer(many=True))},
+    )
+    def get(self, request):
+        try:
+            sync_plants_from_ai()
+        except PlantSyncError as exc:
+            if not Product.objects.exists():
+                return Response({"code": 503, "msg": str(exc)}, status=status.HTTP_503_SERVICE_UNAVAILABLE)
+
+        products = ensure_plant_defaults(Product.objects.order_by("name"))
+        data = PlantSerializer(products, many=True).data
+        return Response({"code": 200, "msg": "success", "data": data}, status=status.HTTP_200_OK)
+
+
+class PlantDetailView(PlantBaseView):
+    @extend_schema(
+        tags=["Plants"],
+        parameters=[
+            OpenApiParameter(name="plant_id", type=OpenApiTypes.INT, location=OpenApiParameter.PATH),
+        ],
+        responses={200: code_response("PlantDetailResponse", data=PlantSerializer())},
+    )
+    def get(self, request, plant_id):
+        try:
+            product = Product.objects.get(id=plant_id)
+        except Product.DoesNotExist:
+            return Response({"code": 404, "msg": "Plant not found."}, status=status.HTTP_404_NOT_FOUND)
+
+        ensure_plant_defaults([product])
+        product.refresh_from_db()
+        data = PlantSerializer(product).data
+        return Response({"code": 200, "msg": "success", "data": data}, status=status.HTTP_200_OK)
+
+
+class PlantNameListView(PlantBaseView):
+    @extend_schema(
+        tags=["Plants"],
+        responses={200: code_response("PlantNameListResponse", data=PlantNameSerializer(many=True))},
+    )
+    def get(self, request):
+        self._sync_plants_if_possible()
+        products = ensure_plant_defaults(Product.objects.order_by("name"))
+        data = PlantNameSerializer(products, many=True).data
+        return Response({"code": 200, "msg": "success", "data": data}, status=status.HTTP_200_OK)
+
+
+class SelectedPlantListView(PlantBaseView):
+    @extend_schema(
+        tags=["Plants"],
+        parameters=[farm_uuid_query_param(required=True, description="UUID of the farm to read selected plants from.")],
+        responses={200: code_response("SelectedPlantListResponse", data=PlantNameSerializer(many=True))},
+    )
+    def get(self, request):
+        self._sync_plants_if_possible()
+        farm = self._get_farm(request, request.query_params.get("farm_uuid"))
+        ensure_plant_defaults(farm.products.all())
+        products = farm.products.order_by("name")
+        data = PlantNameSerializer(products, many=True).data
+        return Response({"code": 200, "msg": "success", "data": data}, status=status.HTTP_200_OK)