mirror of
https://github.com/chrisnov-it/quantumbotx.git
synced 2026-07-27 18:57:47 +00:00
Reynov Christian
109 lines
4.4 KiB
Python
109 lines
4.4 KiB
Python
# core/routes/api_bots_analysis.py
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from flask import Blueprint, jsonify
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from core.bots.manager import active_bots
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from core.data.fetch import get_rates as get_rates_from_mt5
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import pandas_ta as ta
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import MetaTrader5 as mt5
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import pandas as pd
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api_bots_analysis = Blueprint('api_bots_analysis', __name__)
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@api_bots_analysis.route('/api/bots/<int:bot_id>/analysis')
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def get_bot_analysis(bot_id):
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bot_obj = active_bots.get(bot_id)
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if not bot_obj:
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return jsonify({'error': 'Objek bot tidak ditemukan di memori'}), 404
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strategy = bot_obj.strategy
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symbol = bot_obj.market.replace('/', '')
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response_data = {}
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try:
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# --- LOGIKA DINAMIS BERDASARKAN STRATEGI ---
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if strategy == 'MA_CROSSOVER':
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df = get_rates_from_mt5(symbol, bot_obj.mt5_timeframe, 52)
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if df is None or len(df) < 51: return jsonify({'error': 'Data tidak cukup'}), 400
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df["ma_fast"] = ta.sma(df["close"], length=20)
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df["ma_slow"] = ta.sma(df["close"], length=50)
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df.dropna(inplace=True)
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if df.empty: return jsonify({'error': 'Indikator belum matang'}), 400
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last = df.iloc[-1]
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signal = "BULLISH (Beli)" if last['ma_fast'] > last['ma_slow'] else "BEARISH (Jual)"
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response_data = {
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"price": last['close'],
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"ma_fast": last['ma_fast'],
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"ma_slow": last['ma_slow'],
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"signal": signal
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}
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elif strategy == 'RSI_BREAKOUT':
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df = get_rates_from_mt5(symbol, bot_obj.mt5_timeframe, 15)
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if df is None or len(df) < 15: return jsonify({'error': 'Data tidak cukup'}), 400
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df["rsi"] = ta.rsi(df["close"], length=14)
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df.dropna(inplace=True)
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if df.empty: return jsonify({'error': 'Indikator belum matang'}), 400
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last = df.iloc[-1]
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signal = "NETRAL"
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if last['rsi'] > 70: signal = "OVERBOUGHT (Jual)"
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elif last['rsi'] < 30: signal = "OVERSOLD (Beli)"
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response_data = {
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"price": last['close'],
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"rsi": last['rsi'],
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"signal": signal
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}
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elif strategy in ['MERCY_EDGE', 'FULL_MERCY']:
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df_d1 = get_rates_from_mt5(symbol, mt5.TIMEFRAME_D1, 200)
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df_h1 = get_rates_from_mt5(symbol, bot_obj.mt5_timeframe, 100)
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if df_d1 is None or df_h1 is None or len(df_d1) < 50 or len(df_h1) < 30:
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return jsonify({'error': 'Data tidak cukup'}), 400
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df_d1.ta.macd(append=True)
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df_h1.ta.macd(append=True)
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df_h1.ta.stoch(append=True)
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df_d1.dropna(inplace=True)
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df_h1.dropna(inplace=True)
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if df_d1.empty or df_h1.empty: return jsonify({'error': 'Indikator belum matang'}), 400
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last_d1 = df_d1.iloc[-1]
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last_h1 = df_h1.iloc[-1]
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signal = "TAHAN"
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if last_d1['MACDh_12_26_9'] > 0 and last_h1['MACDh_12_26_9'] > 0: signal = "BULLISH (Beli)"
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elif last_d1['MACDh_12_26_9'] < 0 and last_h1['MACDh_12_26_9'] < 0: signal = "BEARISH (Jual)"
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# ** PERBAIKAN KUNCI DI SINI: Samakan nama kunci dengan yang diharapkan JavaScript **
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response_data = {
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"price": last_h1['close'],
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"D1_MACDh": last_d1['MACDh_12_26_9'],
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"H1_MACDh": last_h1['MACDh_12_26_9'],
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"H1_STOCHk": last_h1['STOCHk_14_3_3'],
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"H1_STOCHd": last_h1['STOCHd_14_3_3'],
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"signal": signal
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}
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else:
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last_price_df = get_rates_from_mt5(symbol, bot_obj.mt5_timeframe, 1)
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if last_price_df is not None and not last_price_df.empty:
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response_data = {
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"price": last_price_df.iloc[-1]['close'],
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"signal": "TAHAN",
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"info": f"UI Analisis untuk strategi '{strategy}' belum diimplementasikan."
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}
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else:
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return jsonify({'error': 'Gagal mengambil harga terakhir'}), 400
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return jsonify(response_data)
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except Exception as e:
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print(f"CRITICAL ERROR in get_bot_analysis for bot {bot_id} ({strategy}): {e}")
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# Kirim error 500 yang jelas jika terjadi crash
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return jsonify({'error': 'Terjadi kesalahan internal di server saat melakukan analisis.'}), 500 |