GifariKemal
0d25548ed5
- Move utility scripts to scripts/ (check_market, check_positions, etc.) - Move test files to tests/ (test_modules, test_mt5_connection, etc.) - Move deprecated dashboards to archive/ - Move research files to docs/research/ - Add sys.path fix to all moved Python files - Rewrite README.md with architecture diagram and badges - Add CLAUDE.md project guide - Add MIT LICENSE - Update .gitignore with archive/ pattern Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
650 lines
25 KiB
Python
650 lines
25 KiB
Python
"""
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Trading Bot Dashboard - Live Monitoring GUI
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============================================
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Real-time view of SMC, ML, Market conditions, and system status.
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"""
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import tkinter as tk
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from tkinter import ttk, scrolledtext
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import threading
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import time
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from datetime import datetime
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from zoneinfo import ZoneInfo
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import json
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from pathlib import Path
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# Add project to path
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import sys
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sys.path.insert(0, str(Path(__file__).parent))
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# Load environment variables
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from dotenv import load_dotenv
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load_dotenv()
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# Import bot components
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try:
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from src.mt5_connector import MT5Connector
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from src.smc_polars import SMCAnalyzer, SMCSignal
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from src.ml_model import TradingModel, PredictionResult
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from src.regime_detector import MarketRegimeDetector, RegimeState, MarketRegime
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from src.session_filter import SessionFilter
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from src.feature_eng import FeatureEngineer
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from src.smart_risk_manager import SmartRiskManager
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from src.config import TradingConfig
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except ImportError as e:
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print(f"Import error: {e}")
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print("Make sure you're running from the project directory")
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sys.exit(1)
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class TradingDashboard:
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def __init__(self, root):
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self.root = root
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self.root.title("Trading Bot Dashboard - Live Monitor")
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self.root.geometry("1200x800")
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self.root.configure(bg='#1a1a2e')
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# Initialize components
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self.mt5 = None
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self.smc = None
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self.ml = None
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self.hmm = None
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self.analyzer = None
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self.feature_eng = None
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self.session = None
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self.config = TradingConfig()
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# State
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self.running = False
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self.last_update = None
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# Setup UI
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self.setup_styles()
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self.create_widgets()
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# Start connection
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self.connect_systems()
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def setup_styles(self):
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"""Setup custom styles"""
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style = ttk.Style()
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style.theme_use('clam')
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# Configure colors
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style.configure('Dashboard.TFrame', background='#1a1a2e')
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style.configure('Card.TFrame', background='#16213e')
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style.configure('Header.TLabel',
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background='#1a1a2e',
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foreground='#e94560',
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font=('Segoe UI', 16, 'bold'))
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style.configure('CardTitle.TLabel',
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background='#16213e',
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foreground='#00d9ff',
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font=('Segoe UI', 11, 'bold'))
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style.configure('Value.TLabel',
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background='#16213e',
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foreground='#ffffff',
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font=('Consolas', 12))
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style.configure('ValueBig.TLabel',
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background='#16213e',
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foreground='#00ff88',
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font=('Consolas', 18, 'bold'))
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style.configure('Buy.TLabel',
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background='#16213e',
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foreground='#00ff88',
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font=('Consolas', 14, 'bold'))
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style.configure('Sell.TLabel',
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background='#16213e',
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foreground='#ff4757',
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font=('Consolas', 14, 'bold'))
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style.configure('Hold.TLabel',
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background='#16213e',
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foreground='#ffa502',
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font=('Consolas', 14, 'bold'))
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def create_widgets(self):
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"""Create all dashboard widgets"""
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# Main container
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main_frame = ttk.Frame(self.root, style='Dashboard.TFrame')
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main_frame.pack(fill=tk.BOTH, expand=True, padx=10, pady=10)
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# Header
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header = ttk.Label(main_frame, text="🤖 TRADING BOT DASHBOARD", style='Header.TLabel')
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header.pack(pady=(0, 10))
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# Top row - Price and Account
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top_frame = ttk.Frame(main_frame, style='Dashboard.TFrame')
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top_frame.pack(fill=tk.X, pady=5)
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self.create_price_card(top_frame)
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self.create_account_card(top_frame)
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self.create_session_card(top_frame)
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# Middle row - Signals
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mid_frame = ttk.Frame(main_frame, style='Dashboard.TFrame')
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mid_frame.pack(fill=tk.X, pady=5)
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self.create_smc_card(mid_frame)
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self.create_ml_card(mid_frame)
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self.create_regime_card(mid_frame)
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# Third row - Risk and Positions
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third_frame = ttk.Frame(main_frame, style='Dashboard.TFrame')
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third_frame.pack(fill=tk.X, pady=5)
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self.create_risk_card(third_frame)
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self.create_positions_card(third_frame)
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# Bottom - Settings and Log
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bottom_frame = ttk.Frame(main_frame, style='Dashboard.TFrame')
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bottom_frame.pack(fill=tk.BOTH, expand=True, pady=5)
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self.create_settings_card(bottom_frame)
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self.create_log_card(bottom_frame)
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# Status bar
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self.status_var = tk.StringVar(value="Connecting...")
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status_bar = ttk.Label(main_frame, textvariable=self.status_var,
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background='#0f3460', foreground='#ffffff',
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font=('Segoe UI', 9))
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status_bar.pack(fill=tk.X, pady=(5, 0))
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def create_card(self, parent, title, width=280):
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"""Create a styled card frame"""
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card = tk.Frame(parent, bg='#16213e', bd=1, relief=tk.RAISED)
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card.pack(side=tk.LEFT, padx=5, pady=5, fill=tk.BOTH, expand=True)
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title_label = ttk.Label(card, text=title, style='CardTitle.TLabel')
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title_label.pack(pady=(10, 5), padx=10, anchor='w')
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content = tk.Frame(card, bg='#16213e')
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content.pack(fill=tk.BOTH, expand=True, padx=10, pady=(0, 10))
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return content
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def create_price_card(self, parent):
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"""Price information card"""
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content = self.create_card(parent, "📊 PRICE")
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self.price_var = tk.StringVar(value="---.--")
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price_label = tk.Label(content, textvariable=self.price_var,
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bg='#16213e', fg='#00ff88',
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font=('Consolas', 24, 'bold'))
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price_label.pack(pady=5)
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self.spread_var = tk.StringVar(value="Spread: -- pips")
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spread_label = tk.Label(content, textvariable=self.spread_var,
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bg='#16213e', fg='#888888',
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font=('Consolas', 10))
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spread_label.pack()
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self.time_var = tk.StringVar(value="--:--:--")
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time_label = tk.Label(content, textvariable=self.time_var,
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bg='#16213e', fg='#aaaaaa',
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font=('Consolas', 10))
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time_label.pack()
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def create_account_card(self, parent):
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"""Account information card"""
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content = self.create_card(parent, "💰 ACCOUNT")
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self.balance_var = tk.StringVar(value="Balance: $---.--")
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balance_label = tk.Label(content, textvariable=self.balance_var,
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bg='#16213e', fg='#ffffff',
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font=('Consolas', 12))
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balance_label.pack(anchor='w', pady=2)
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self.equity_var = tk.StringVar(value="Equity: $---.--")
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equity_label = tk.Label(content, textvariable=self.equity_var,
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bg='#16213e', fg='#ffffff',
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font=('Consolas', 12))
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equity_label.pack(anchor='w', pady=2)
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self.profit_var = tk.StringVar(value="P/L: $0.00")
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profit_label = tk.Label(content, textvariable=self.profit_var,
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bg='#16213e', fg='#00ff88',
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font=('Consolas', 12, 'bold'))
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profit_label.pack(anchor='w', pady=2)
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def create_session_card(self, parent):
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"""Session information card"""
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content = self.create_card(parent, "🕐 SESSION")
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self.session_var = tk.StringVar(value="Loading...")
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session_label = tk.Label(content, textvariable=self.session_var,
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bg='#16213e', fg='#ffa502',
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font=('Consolas', 11, 'bold'))
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session_label.pack(anchor='w', pady=2)
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self.golden_var = tk.StringVar(value="Golden Time: --")
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golden_label = tk.Label(content, textvariable=self.golden_var,
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bg='#16213e', fg='#ffcc00',
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font=('Consolas', 11))
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golden_label.pack(anchor='w', pady=2)
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self.can_trade_var = tk.StringVar(value="Can Trade: --")
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can_trade_label = tk.Label(content, textvariable=self.can_trade_var,
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bg='#16213e', fg='#00ff88',
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font=('Consolas', 11))
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can_trade_label.pack(anchor='w', pady=2)
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def create_smc_card(self, parent):
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"""SMC Signal card"""
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content = self.create_card(parent, "📈 SMC SIGNAL")
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self.smc_signal_var = tk.StringVar(value="---")
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self.smc_signal_label = tk.Label(content, textvariable=self.smc_signal_var,
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bg='#16213e', fg='#888888',
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font=('Consolas', 20, 'bold'))
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self.smc_signal_label.pack(pady=5)
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self.smc_conf_var = tk.StringVar(value="Confidence: --%")
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smc_conf_label = tk.Label(content, textvariable=self.smc_conf_var,
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bg='#16213e', fg='#aaaaaa',
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font=('Consolas', 10))
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smc_conf_label.pack()
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self.smc_reason_var = tk.StringVar(value="")
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smc_reason_label = tk.Label(content, textvariable=self.smc_reason_var,
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bg='#16213e', fg='#666666',
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font=('Consolas', 9), wraplength=250)
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smc_reason_label.pack(pady=5)
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def create_ml_card(self, parent):
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"""ML Prediction card"""
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content = self.create_card(parent, "🤖 ML PREDICTION")
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self.ml_signal_var = tk.StringVar(value="---")
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self.ml_signal_label = tk.Label(content, textvariable=self.ml_signal_var,
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bg='#16213e', fg='#888888',
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font=('Consolas', 20, 'bold'))
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self.ml_signal_label.pack(pady=5)
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self.ml_conf_var = tk.StringVar(value="Confidence: --%")
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ml_conf_label = tk.Label(content, textvariable=self.ml_conf_var,
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bg='#16213e', fg='#aaaaaa',
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font=('Consolas', 10))
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ml_conf_label.pack()
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self.ml_prob_var = tk.StringVar(value="Buy: --% | Sell: --%")
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ml_prob_label = tk.Label(content, textvariable=self.ml_prob_var,
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bg='#16213e', fg='#666666',
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font=('Consolas', 9))
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ml_prob_label.pack(pady=5)
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def create_regime_card(self, parent):
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"""Market Regime card"""
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content = self.create_card(parent, "🌊 MARKET REGIME")
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self.regime_var = tk.StringVar(value="---")
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self.regime_label = tk.Label(content, textvariable=self.regime_var,
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bg='#16213e', fg='#888888',
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font=('Consolas', 14, 'bold'))
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self.regime_label.pack(pady=5)
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self.volatility_var = tk.StringVar(value="Volatility: --")
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vol_label = tk.Label(content, textvariable=self.volatility_var,
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bg='#16213e', fg='#aaaaaa',
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font=('Consolas', 10))
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vol_label.pack()
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self.atr_var = tk.StringVar(value="ATR: --")
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atr_label = tk.Label(content, textvariable=self.atr_var,
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bg='#16213e', fg='#666666',
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font=('Consolas', 9))
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atr_label.pack(pady=5)
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def create_risk_card(self, parent):
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"""Risk Management card"""
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content = self.create_card(parent, "⚠️ RISK STATUS")
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self.daily_loss_var = tk.StringVar(value="Daily Loss: $0.00")
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daily_loss_label = tk.Label(content, textvariable=self.daily_loss_var,
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bg='#16213e', fg='#ff4757',
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font=('Consolas', 11))
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daily_loss_label.pack(anchor='w', pady=2)
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self.daily_profit_var = tk.StringVar(value="Daily Profit: $0.00")
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daily_profit_label = tk.Label(content, textvariable=self.daily_profit_var,
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bg='#16213e', fg='#00ff88',
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font=('Consolas', 11))
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daily_profit_label.pack(anchor='w', pady=2)
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self.total_loss_var = tk.StringVar(value="Total Loss: $0.00")
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total_loss_label = tk.Label(content, textvariable=self.total_loss_var,
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bg='#16213e', fg='#ffa502',
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font=('Consolas', 11))
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total_loss_label.pack(anchor='w', pady=2)
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self.consec_loss_var = tk.StringVar(value="Consecutive Losses: 0")
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consec_label = tk.Label(content, textvariable=self.consec_loss_var,
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bg='#16213e', fg='#aaaaaa',
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font=('Consolas', 10))
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consec_label.pack(anchor='w', pady=2)
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def create_positions_card(self, parent):
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"""Open Positions card"""
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card = tk.Frame(parent, bg='#16213e', bd=1, relief=tk.RAISED)
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card.pack(side=tk.LEFT, padx=5, pady=5, fill=tk.BOTH, expand=True)
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title_label = ttk.Label(card, text="📋 OPEN POSITIONS", style='CardTitle.TLabel')
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title_label.pack(pady=(10, 5), padx=10, anchor='w')
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# Positions listbox
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self.positions_text = tk.Text(card, height=5, bg='#0f3460', fg='#ffffff',
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font=('Consolas', 9), bd=0)
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self.positions_text.pack(fill=tk.BOTH, expand=True, padx=10, pady=(0, 10))
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self.positions_text.insert('1.0', "No open positions")
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self.positions_text.config(state=tk.DISABLED)
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def create_settings_card(self, parent):
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"""Settings display card"""
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card = tk.Frame(parent, bg='#16213e', bd=1, relief=tk.RAISED, width=350)
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card.pack(side=tk.LEFT, padx=5, pady=5, fill=tk.BOTH)
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card.pack_propagate(False)
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title_label = ttk.Label(card, text="⚙️ SETTINGS", style='CardTitle.TLabel')
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title_label.pack(pady=(10, 5), padx=10, anchor='w')
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content = tk.Frame(card, bg='#16213e')
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content.pack(fill=tk.BOTH, expand=True, padx=10, pady=(0, 10))
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settings_info = [
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("Symbol:", self.config.symbol),
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("Capital:", f"${self.config.capital:,.2f}"),
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("Max Daily Loss:", f"{self.config.risk.max_daily_loss}%"),
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("Risk Per Trade:", f"{self.config.risk.risk_per_trade}%"),
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("Min Lot:", f"{self.config.risk.min_lot_size}"),
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("Max Lot:", f"{self.config.risk.max_lot_size}"),
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("Timeframe:", self.config.execution_timeframe),
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("Golden Time:", "19:00-23:00 WIB"),
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]
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for label, value in settings_info:
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row = tk.Frame(content, bg='#16213e')
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row.pack(fill=tk.X, pady=1)
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lbl = tk.Label(row, text=label, bg='#16213e', fg='#888888',
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font=('Consolas', 9), width=15, anchor='w')
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lbl.pack(side=tk.LEFT)
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val = tk.Label(row, text=value, bg='#16213e', fg='#ffffff',
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font=('Consolas', 9), anchor='w')
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val.pack(side=tk.LEFT)
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def create_log_card(self, parent):
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"""Activity log card"""
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card = tk.Frame(parent, bg='#16213e', bd=1, relief=tk.RAISED)
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card.pack(side=tk.LEFT, padx=5, pady=5, fill=tk.BOTH, expand=True)
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title_label = ttk.Label(card, text="📝 ACTIVITY LOG", style='CardTitle.TLabel')
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title_label.pack(pady=(10, 5), padx=10, anchor='w')
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self.log_text = scrolledtext.ScrolledText(card, height=8, bg='#0f3460', fg='#00ff88',
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font=('Consolas', 9), bd=0)
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self.log_text.pack(fill=tk.BOTH, expand=True, padx=10, pady=(0, 10))
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def log(self, message):
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"""Add message to activity log"""
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timestamp = datetime.now().strftime("%H:%M:%S")
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self.log_text.insert(tk.END, f"[{timestamp}] {message}\n")
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self.log_text.see(tk.END)
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def connect_systems(self):
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"""Connect to MT5 and initialize components"""
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self.log("Connecting to MT5...")
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try:
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self.mt5 = MT5Connector(
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login=self.config.mt5_login,
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password=self.config.mt5_password,
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server=self.config.mt5_server,
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path=self.config.mt5_path,
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)
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if not self.mt5.connect():
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self.log("ERROR: Failed to connect to MT5!")
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return
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self.log("MT5 connected successfully!")
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# Initialize components
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self.smc = SMCAnalyzer()
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self.ml = TradingModel(model_path="models/xgboost_model")
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self.ml.load() # Load saved model
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self.hmm = MarketRegimeDetector(model_path="models/hmm_regime")
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self.hmm.load() # Load saved regime model
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self.session = SessionFilter()
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self.feature_eng = FeatureEngineer()
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self.log("All components initialized")
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if self.ml.fitted:
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self.log("ML Model loaded successfully")
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else:
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self.log("WARNING: ML Model not fitted")
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self.running = True
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# Start update thread
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update_thread = threading.Thread(target=self.update_loop, daemon=True)
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update_thread.start()
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except Exception as e:
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self.log(f"ERROR: {e}")
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def update_loop(self):
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"""Main update loop running in background thread"""
|
|
while self.running:
|
|
try:
|
|
self.update_data()
|
|
time.sleep(1) # Update every second
|
|
except Exception as e:
|
|
self.log(f"Update error: {e}")
|
|
time.sleep(5)
|
|
|
|
def update_data(self):
|
|
"""Fetch and update all data"""
|
|
if not self.mt5:
|
|
return
|
|
|
|
# Get current time
|
|
wib = ZoneInfo("Asia/Jakarta")
|
|
now = datetime.now(wib)
|
|
self.time_var.set(now.strftime("%H:%M:%S WIB"))
|
|
|
|
# Check golden time
|
|
is_golden = 19 <= now.hour <= 23
|
|
self.golden_var.set(f"Golden Time: {'YES 🌟' if is_golden else 'NO'}")
|
|
|
|
# Get price data
|
|
try:
|
|
tick = self.mt5.get_tick(self.config.symbol)
|
|
if tick:
|
|
price = (tick.bid + tick.ask) / 2
|
|
spread = (tick.ask - tick.bid) * 100 # in pips
|
|
self.price_var.set(f"{price:.2f}")
|
|
self.spread_var.set(f"Spread: {spread:.1f} pips")
|
|
except:
|
|
pass
|
|
|
|
# Get account info
|
|
try:
|
|
balance = self.mt5.account_balance
|
|
equity = self.mt5.account_equity
|
|
profit = equity - balance
|
|
self.balance_var.set(f"Balance: ${balance:,.2f}")
|
|
self.equity_var.set(f"Equity: ${equity:,.2f}")
|
|
self.profit_var.set(f"P/L: ${profit:+,.2f}")
|
|
except:
|
|
pass
|
|
|
|
# Get session info
|
|
try:
|
|
session_info = self.session.get_status_report()
|
|
if session_info:
|
|
current_session = session_info.get('current_session', 'Unknown')
|
|
self.session_var.set(current_session)
|
|
can_trade, reason, mult = self.session.can_trade()
|
|
self.can_trade_var.set(f"Can Trade: {'YES ✓' if can_trade else 'NO ✗'}")
|
|
except:
|
|
pass
|
|
|
|
# Get market data for analysis
|
|
try:
|
|
df = self.mt5.get_market_data(self.config.symbol, self.config.execution_timeframe, 500)
|
|
if df is not None and len(df) > 100:
|
|
self.update_signals(df)
|
|
except Exception as e:
|
|
self.log(f"Data error: {e}")
|
|
|
|
# Get positions
|
|
try:
|
|
positions = self.mt5.get_open_positions(self.config.symbol)
|
|
self.update_positions(positions)
|
|
except:
|
|
pass
|
|
|
|
# Update risk state
|
|
self.update_risk_state()
|
|
|
|
# Update status
|
|
self.last_update = datetime.now()
|
|
self.status_var.set(f"Last update: {self.last_update.strftime('%H:%M:%S')} | Running...")
|
|
|
|
def update_signals(self, df):
|
|
"""Update SMC and ML signals"""
|
|
# Build complete feature DataFrame (same as main_live.py)
|
|
# 1. Technical features
|
|
df = self.feature_eng.calculate_all(df, include_ml_features=True)
|
|
|
|
# 2. SMC features
|
|
df = self.smc.calculate_all(df)
|
|
|
|
# 3. Regime detection
|
|
try:
|
|
df = self.hmm.predict(df)
|
|
regime = self.hmm.get_current_state(df)
|
|
if regime:
|
|
regime_name = regime.regime.value.replace('_', ' ').title()
|
|
self.regime_var.set(regime_name)
|
|
self.volatility_var.set(f"Volatility: {regime.volatility:.2f}")
|
|
self.atr_var.set(f"Conf: {regime.confidence:.0%}")
|
|
|
|
# Update color based on regime
|
|
if "HIGH" in regime.regime.value:
|
|
self.regime_label.config(fg='#ff4757')
|
|
elif "LOW" in regime.regime.value:
|
|
self.regime_label.config(fg='#00ff88')
|
|
else:
|
|
self.regime_label.config(fg='#ffa502')
|
|
except Exception as e:
|
|
pass
|
|
|
|
# 4. SMC Signal
|
|
try:
|
|
smc_signal = self.smc.generate_signal(df)
|
|
if smc_signal:
|
|
signal_type = smc_signal.signal_type
|
|
self.smc_signal_var.set(signal_type)
|
|
self.smc_conf_var.set(f"Confidence: {smc_signal.confidence:.0%}")
|
|
self.smc_reason_var.set(smc_signal.reason[:50] + "..." if len(smc_signal.reason) > 50 else smc_signal.reason)
|
|
|
|
# Update color
|
|
if signal_type == "BUY":
|
|
self.smc_signal_label.config(fg='#00ff88')
|
|
elif signal_type == "SELL":
|
|
self.smc_signal_label.config(fg='#ff4757')
|
|
else:
|
|
self.smc_signal_var.set("NO SIGNAL")
|
|
self.smc_signal_label.config(fg='#888888')
|
|
self.smc_conf_var.set("Confidence: --%")
|
|
self.smc_reason_var.set("")
|
|
except:
|
|
pass
|
|
|
|
# 5. ML Prediction (with all features now available)
|
|
try:
|
|
if self.ml.fitted:
|
|
# Get available features that match model's expected features
|
|
available_features = [f for f in self.ml.feature_names if f in df.columns]
|
|
ml_pred = self.ml.predict(df, available_features)
|
|
if ml_pred:
|
|
signal = ml_pred.signal
|
|
self.ml_signal_var.set(signal)
|
|
self.ml_conf_var.set(f"Confidence: {ml_pred.confidence:.0%}")
|
|
# probability is for BUY, so sell_prob = 1 - probability
|
|
buy_prob = ml_pred.probability
|
|
sell_prob = 1.0 - buy_prob
|
|
self.ml_prob_var.set(f"Buy: {buy_prob:.0%} | Sell: {sell_prob:.0%}")
|
|
|
|
# Update color
|
|
if signal == "BUY":
|
|
self.ml_signal_label.config(fg='#00ff88')
|
|
elif signal == "SELL":
|
|
self.ml_signal_label.config(fg='#ff4757')
|
|
else:
|
|
self.ml_signal_label.config(fg='#ffa502')
|
|
except:
|
|
pass
|
|
|
|
def update_positions(self, positions):
|
|
"""Update positions display (positions is a Polars DataFrame)"""
|
|
self.positions_text.config(state=tk.NORMAL)
|
|
self.positions_text.delete('1.0', tk.END)
|
|
|
|
if positions is None or positions.is_empty():
|
|
self.positions_text.insert('1.0', "No open positions")
|
|
else:
|
|
for row in positions.iter_rows(named=True):
|
|
ticket = row.get('ticket', 'N/A')
|
|
pos_type = "BUY" if row.get('type', 0) == 0 else "SELL"
|
|
volume = row.get('volume', 0)
|
|
profit = row.get('profit', 0)
|
|
price_open = row.get('price_open', 0)
|
|
|
|
line = f"#{ticket} | {pos_type} {volume} @ {price_open:.2f} | P/L: ${profit:+.2f}\n"
|
|
self.positions_text.insert(tk.END, line)
|
|
|
|
self.positions_text.config(state=tk.DISABLED)
|
|
|
|
def update_risk_state(self):
|
|
"""Update risk state from file"""
|
|
try:
|
|
risk_file = Path("data/risk_state.txt")
|
|
if risk_file.exists():
|
|
content = risk_file.read_text()
|
|
lines = content.strip().split('\n')
|
|
|
|
for line in lines:
|
|
if ':' in line:
|
|
key, value = line.split(':', 1)
|
|
key = key.strip()
|
|
value = value.strip()
|
|
|
|
if key == 'daily_loss':
|
|
self.daily_loss_var.set(f"Daily Loss: ${float(value):,.2f}")
|
|
elif key == 'daily_profit':
|
|
self.daily_profit_var.set(f"Daily Profit: ${float(value):,.2f}")
|
|
elif key == 'total_loss':
|
|
self.total_loss_var.set(f"Total Loss: ${float(value):,.2f}")
|
|
elif key == 'consecutive_losses':
|
|
self.consec_loss_var.set(f"Consecutive Losses: {value}")
|
|
except:
|
|
pass
|
|
|
|
def on_closing(self):
|
|
"""Handle window close"""
|
|
self.running = False
|
|
if self.mt5:
|
|
self.mt5.disconnect()
|
|
self.root.destroy()
|
|
|
|
|
|
def main():
|
|
root = tk.Tk()
|
|
app = TradingDashboard(root)
|
|
root.protocol("WM_DELETE_WINDOW", app.on_closing)
|
|
root.mainloop()
|
|
|
|
|
|
if __name__ == "__main__":
|
|
main()
|