First Commit

live_bot.py

@@ -0,0 +1,89 @@
+import os
+import time
+import pandas as pd
+import pandas_ta as ta
+from dotenv import load_dotenv
+from datetime import datetime, timedelta, timezone
+from colorama import Fore, Style, init
+
+from alpaca.trading.client import TradingClient
+from alpaca.trading.requests import MarketOrderRequest, StopLossRequest, TakeProfitRequest
+from alpaca.trading.enums import OrderSide, TimeInForce, OrderClass
+from alpaca.data.historical import StockHistoricalDataClient
+from alpaca.data.requests import StockBarsRequest
+from alpaca.data.timeframe import TimeFrame
+
+init(autoreset=True)
+load_dotenv()
+
+# --- PARAMETER ---
+SYMBOL = "AAPL"
+QTY_PER_TRADE = 10     # Anzahl der Aktien
+RSI_LOWER = 30
+RSI_UPPER = 70
+STOP_LOSS_PCT = 0.05   # 5% Stop Loss
+TAKE_PROFIT_PCT = 0.10 # 10% Take Profit (Optionales Ziel)
+
+# Clients
+trading_client = TradingClient(os.getenv('ALPACA_API_KEY'), os.getenv('ALPACA_SECRET_KEY'), paper=True)
+data_client = StockHistoricalDataClient(os.getenv('ALPACA_API_KEY'), os.getenv('ALPACA_SECRET_KEY'))
+
+def get_rsi():
+    try:
+        start_time = datetime.now(timezone.utc) - timedelta(days=50)
+        bars = data_client.get_stock_bars(StockBarsRequest(symbol_or_symbols=[SYMBOL], timeframe=TimeFrame.Hour, start=start_time))
+        df = bars.df.xs(SYMBOL)
+        rsi = ta.rsi(df['close'], length=14)
+        return rsi.iloc[-1], df['close'].iloc[-1]
+    except:
+        return None, None
+
+def execute_trade(side, price):
+    """Sendet eine automatisierte Order mit Stop-Loss an Alpaca"""
+    if side == "BUY":
+        # Berechnung der Stop-Loss und Take-Profit Preise
+        sl_price = price * (1 - STOP_LOSS_PCT)
+        tp_price = price * (1 + TAKE_PROFIT_PCT)
+        
+        # Erstellung einer "Bracket Order" (Kauf + SL + TP gleichzeitig)
+        order_request = MarketOrderRequest(
+            symbol=SYMBOL,
+            qty=QTY_PER_TRADE,
+            side=OrderSide.BUY,
+            time_in_force=TimeInForce.GTC,
+            order_class=OrderClass.BRACKET, # Verbindet Kauf mit SL/TP
+            stop_loss=StopLossRequest(stop_price=round(sl_price, 2)),
+            take_profit=TakeProfitRequest(limit_price=round(tp_price, 2))
+        )
+        trading_client.submit_order(order_request)
+        print(f"{Fore.GREEN}>>> AUTOMATISCHER KAUF: {QTY_PER_TRADE} {SYMBOL} @ {price}$")
+        print(f"{Fore.YELLOW}>>> STOP-LOSS GESETZT BEI: {sl_price:.2f}$")
+
+def main_loop():
+    print(f"{Fore.CYAN}=== BOT STARTET IM AUTOMATIK-MODUS (PAPER) ===")
+    while True:
+        rsi, price = get_rsi()
+        
+        # Check ob bereits eine Position offen ist
+        try:
+            position = trading_client.get_open_position(SYMBOL)
+            has_position = True
+        except:
+            has_position = False
+
+        if rsi:
+            print(f"[{datetime.now().strftime('%H:%M:%S')}] {SYMBOL} Preis: {price}$ | RSI: {rsi:.2f}")
+
+            # KAUFEN: RSI zu niedrig & wir haben noch nichts gekauft
+            if rsi < RSI_LOWER and not has_position:
+                execute_trade("BUY", price)
+
+            # VERKAUFEN: RSI zu hoch & wir haben eine Position
+            elif rsi > RSI_UPPER and has_position:
+                trading_client.close_position(SYMBOL)
+                print(f"{Fore.RED}>>> AUTOMATISCHER VERKAUF (RSI TARGET ERREICHT)")
+
+        time.sleep(60)
+
+if __name__ == "__main__":
+    main_loop()