Add analytics risk guard and redesigned dashboard

crypto_spot_bot/market_data.py

@@ -10,6 +10,7 @@ import websockets
 
 from crypto_spot_bot.bybit import BybitClient, Instrument, websocket_subscribe_message
 from crypto_spot_bot.config import Settings
+from crypto_spot_bot.data_quality import analyze_symbol_quality, market_quality_snapshot
 from crypto_spot_bot.indicators import add_indicators
 from crypto_spot_bot.models import Candle, Ticker, utc_now
 from crypto_spot_bot.storage import Storage
@@ -217,6 +218,12 @@ class MarketData:
         return {
             "symbols": self.symbols,
             "ws_connected": self.ws_connected,
+            "quality": market_quality_snapshot(
+                symbols=self.symbols,
+                candles_by_symbol=self.candles,
+                tickers=self.tickers,
+                interval=self.settings.base_interval,
+            ),
             "last_rest_refresh_at": self.last_rest_refresh_at.isoformat()
             if self.last_rest_refresh_at
             else None,
@@ -230,6 +237,12 @@ class MarketData:
                     "trend_candles": [candle.as_dict() for candle in self.trend_candles.get(symbol, [])[-5:]],
                     "pattern": self.patterns.get(symbol),
                     "forecast": self.forecasts.get(symbol),
+                    "quality": analyze_symbol_quality(
+                        symbol=symbol,
+                        candles=self.candles.get(symbol, []),
+                        ticker=self.tickers.get(symbol),
+                        interval=self.settings.base_interval,
+                    ),
                     "instrument": asdict(self.instruments[symbol]) if symbol in self.instruments else None,
                 }
                 for symbol in self.symbols