Upload 23 files

app.py

@@ -76,7 +76,10 @@ def run_telegram_bot():
             bot_main()
 
     except Exception as e:
-        logger.exception(f"[BOT ERROR] {e}")
+        logger.warning(f"[BOT WARNING] Telegram bot failed to initialize: {type(e).__name__}")
+        logger.info(f"[BOT INFO] This is normal if there's no internet/network access")
+        logger.info(f"[BOT INFO] REST APIs will continue working without the bot")
+        # Don't crash the app - just continue without the bot
 
 def run_app():
     """Starts the full platform"""

dashboard_output.json

@@ -1,5 +1,5 @@
 {
-    "generated_at": "2026-03-21T23:08:46.906740",
+    "generated_at": "2026-03-21T23:10:46.701397",
     "farmer_id": "F001",
     "farmer_profile": {
         "farmer_id": "F001",
@@ -184,39 +184,39 @@
             "Sunday",
             "Monday"
         ],
-        "ai_recommendations": "Given the weather forecast for the next 9 days in India, here's some brief farming advice:\n\n**Sunday (Day 1):** Prepare the soil for sowing seeds by plowing and leveling the land. This will help loosen the soil and remove any debris.\n\n**Monday (Day 2):** Sow seeds for crops like wheat, gram, or mustard, which are suitable for the Indian climate. Make sure to water the soil gently but thoroughly.\n\n**Tuesday (Day 3):"
+        "ai_recommendations": "Based on the given weather pattern (assuming 'Sunday' to 'Saturday' as a week of sunny weather and the next 'Sunday' and 'Monday' as a continuation of sunny weather), here are some general farming tips for India:\n\n**Sunny Weather (Sunday to Saturday)**\n\n1. **Irrigation**: Water your crops in the early morning or evening to minimize evaporation.\n2. **Crop monitoring**: Regularly inspect your crops for signs of stress, pests, or diseases.\n3"
     },
     "pest_intelligence": {
         "status": "online",
-        "report_title": "Wheat Pest Prediction Report for Rabi Season under Moderate Weather Conditions",
+        "report_title": "Rabi Season Wheat Crop Pest Report",
         "pest_prediction_table": [
             {
-                "pest_name": "Aphids",
-                "severity": "Low"
+                "pest_name": "Aphid",
+                "severity": "Moderate"
             },
             {
-                "pest_name": "Armyworm",
-                "severity": "Moderate"
+                "pest_name": "Thrips",
+                "severity": "Low"
             },
             {
-                "pest_name": "Stem Borer",
+                "pest_name": "Armyworm",
                 "severity": "High"
             },
             {
-                "pest_name": "Thrips",
-                "severity": "Low"
+                "pest_name": "Powdery mildew",
+                "severity": "Moderate"
             }
         ],
         "weather_profile": []
     },
     "water_intelligence": {
         "status": "online",
-        "water_mm": 6.7,
+        "water_mm": 6.65,
         "water_m3_sqm": 0.0067,
-        "total_water_m3": 67.04,
-        "irrigation_minutes": 402.23,
+        "total_water_m3": 66.53,
+        "irrigation_minutes": 399.19,
         "weather": {
-            "temp": 25.64,
+            "temp": 25.08,
             "cond": "SUNNY"
         }
     },
@@ -242,20 +242,20 @@
         },
         {
             "type": "PEST_ALERT",
-            "id": "PEST_STEM_BORER",
+            "id": "PEST_ARMYWORM",
             "severity": "HIGH",
-            "title": "\ud83d\udc1b STEM BORER ALERT",
-            "message": "High Stem Borer infestation risk detected (50% confidence).",
+            "title": "\ud83d\udc1b ARMYWORM ALERT",
+            "message": "High Armyworm infestation risk detected (50% confidence).",
             "action": "PEST_MANAGEMENT",
             "details": {
-                "pest": "Stem Borer",
+                "pest": "Armyworm",
                 "risk_level": "HIGH",
                 "confidence": 50,
-                "favorable_temp": "25.05\u00b0C is FAVORABLE for Stem Borer",
+                "favorable_temp": "25.05\u00b0C is FAVORABLE for Armyworm",
                 "humidity_level": "Current: 60% - Moderate risk"
             },
             "action_items": [
-                "\ud83d\udd0d Scout fields immediately for Stem Borer symptoms",
+                "\ud83d\udd0d Scout fields immediately for Armyworm symptoms",
                 "\ud83e\uddea Start bioagent/chemical control within 48 hours",
                 "\ud83d\udcf8 Document infestation level (% affected plants)",
                 "\ud83d\udcde Contact agricultural extension for spray recommendations",
@@ -282,7 +282,7 @@
             "message": "High irrigation need. Implement water-saving techniques.",
             "action": "CONSERVATION_MEASURE",
             "details": {
-                "current_irrigation_time": 402,
+                "current_irrigation_time": 399,
                 "potential_savings": "30-40%"
             },
             "action_items": [

data/farmers.json

@@ -0,0 +1 @@
+[]

data/subscriptions.json

@@ -0,0 +1,8 @@
+[
+  {
+    "farmer_id": "F001",
+    "telegram_chat_id": "5397241102",
+    "subscribed_at": "2026-03-21T23:07:40.942865",
+    "active": true
+  }
+]

telegram_bot.py

@@ -660,15 +660,32 @@ def main():
                 loop = asyncio.new_event_loop()
                 asyncio.set_event_loop(loop)
             
-            loop.run_until_complete(app.initialize())
-            loop.run_until_complete(app.start())
-            logger.info("🤖 Bot polling started (non-signal mode)")
-            try:
-                loop.run_until_complete(app.updater.start_polling(allowed_updates=["message", "callback_query"]))
-            except KeyboardInterrupt:
-                pass
-            finally:
-                loop.run_until_complete(app.stop())
+            retry_count = 0
+            max_retries = 3  # Reduced from 5 to 3 for faster feedback
+            while retry_count < max_retries:
+                try:
+                    loop.run_until_complete(app.initialize())
+                    loop.run_until_complete(app.start())
+                    logger.info("🤖 Bot polling started (non-signal mode)")
+                    try:
+                        loop.run_until_complete(app.updater.start_polling(allowed_updates=["message", "callback_query"]))
+                    except KeyboardInterrupt:
+                        pass
+                    finally:
+                        loop.run_until_complete(app.stop())
+                    break
+                except Exception as init_error:
+                    retry_count += 1
+                    if retry_count >= max_retries:
+                        error_type = type(init_error).__name__
+                        logger.error(f"Bot initialization failed ({error_type})")
+                        logger.info("This is expected if there's no internet/network access.")
+                        logger.info("REST APIs will continue working without the Telegram bot.")
+                        raise  # Re-raise so app.py can catch it
+                    wait_time = min(2 ** retry_count, 16)  # Exponential backoff
+                    logger.warning(f"⚠️ Bot init failed (attempt {retry_count}/{max_retries}), retrying in {wait_time}s...")
+                    import time
+                    time.sleep(wait_time)
         else:
             raise