Chapter_08_MT5_Applications.ipynb

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      "------------------------------------------------------------------\n",
      "Date: 2021-10-07 14:21:17\n",
      "Balance: 845.6 USD,\tEquity: 844.55 USD, \tProfit: -1.05 USD\n",
      "------------------------------------------------------------------\n",
      "------------------------------------------------------------------\n",
      "Date:  2021-10-07 14:21:18\n",
      "SYMBOL: NAS100\n",
      "BUY: False \t  SHORT: True\n",
      "POSITION: None \t ID: None\n",
      "OPEN SHORT TRADE: Request executed\n",
      "------------------------------------------------------------------\n",
      "------------------------------------------------------------------\n",
      "Date:  2021-10-07 14:21:18\n",
      "SYMBOL: US2000\n",
      "BUY: False \t  SHORT: True\n",
      "POSITION: None \t ID: None\n",
      "OPEN SHORT TRADE: Request executed\n",
      "------------------------------------------------------------------\n",
      "------------------------------------------------------------------\n",
      "Date:  2021-10-07 14:21:18\n",
      "SYMBOL: XAUUSD\n",
      "BUY: False \t  SHORT: True\n",
      "POSITION: None \t ID: None\n",
      "OPEN SHORT TRADE: Request executed\n",
      "------------------------------------------------------------------\n",
      "------------------------------------------------------------------\n",
      "Date:  2021-10-07 14:21:18\n",
      "SYMBOL: US500\n",
      "BUY: True \t  SHORT: False\n",
      "POSITION: None \t ID: None\n",
      "OPEN LONG TRADE: Request executed\n",
      "------------------------------------------------------------------\n",
      "------------------------------------------------------------------\n",
      "Date:  2021-10-07 14:21:19\n",
      "SYMBOL: USDCAD\n",
      "BUY: False \t  SHORT: True\n",
      "POSITION: None \t ID: None\n",
      "OPEN SHORT TRADE: Request executed\n",
      "------------------------------------------------------------------\n",
      "------------------------------------------------------------------\n",
      "Date:  2021-10-07 14:21:19\n",
      "SYMBOL: EURUSD\n",
      "BUY: False \t  SHORT: True\n",
      "POSITION: None \t ID: None\n",
      "OPEN SHORT TRADE: Request executed\n",
      "------------------------------------------------------------------\n"
     ]
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      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mKeyboardInterrupt\u001b[0m                         Traceback (most recent call last)",
      "\u001b[1;32m<ipython-input-3-dab64bba2c89>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[0;32m     38\u001b[0m     \u001b[1;31m# Verfication for launch\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     39\u001b[0m     \u001b[1;32mif\u001b[0m \u001b[0mdatetime\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mnow\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mweekday\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;32mnot\u001b[0m \u001b[1;32min\u001b[0m \u001b[1;33m(\u001b[0m\u001b[1;36m5\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;36m6\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 40\u001b[1;33m         \u001b[0mis_time\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mdatetime\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mnow\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mstrftime\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m\"%H:%M:%S\"\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;33m==\u001b[0m \u001b[0mstart\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m     41\u001b[0m     \u001b[1;32melse\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     42\u001b[0m         \u001b[0mis_time\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;32mFalse\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
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   "source": [
    "from Chapter_08_MT5 import *\n",
    "import warnings\n",
    "warnings.filterwarnings(\"ignore\")\n",
    "import time\n",
    "import numpy as np\n",
    "\n",
    "def random():\n",
    "    values = [True, False]\n",
    "    buy = np.random.choice(values)\n",
    "    sell = not buy\n",
    "    \n",
    "    return buy, sell\n",
    "\n",
    "symbols_list = {\n",
    "    \"Nasdaq 100\": [\"NAS100\", 0.1],\n",
    "    \"Russel 2000\": [\"US2000\", 0.1],\n",
    "    \"Gold USD\": [\"XAUUSD\", 0.01],\n",
    "    \"S&P 500\": [\"US500\", 0.1],\n",
    "    \"Us dollar vs Canadian dollar\": [\"USDCAD\", 0.01],\n",
    "    \"Euro vs USdollar\": [\"EURUSD\", 0.01]}\n",
    "\n",
    "\n",
    "current_account_info = mt5.account_info()\n",
    "print(\"------------------------------------------------------------------\")\n",
    "print(f\"Date: {datetime.now().strftime('%Y-%m-%d %H:%M:%S')}\")\n",
    "print(f\"Balance: {current_account_info.balance} USD,\\t\"\n",
    "    f\"Equity: {current_account_info.equity} USD, \\t\"\n",
    "      f\"Profit: {current_account_info.profit} USD\")\n",
    "print(\"------------------------------------------------------------------\")\n",
    "\n",
    "\n",
    "\n",
    "start = datetime.now().strftime(\"%H:%M:%S\")#\"23:59:59\"\n",
    "\n",
    "while True:\n",
    "\n",
    "    # Launch the algorithm\n",
    "    # Verfication for launch\n",
    "    if datetime.now().weekday() not in (5,6):  \n",
    "        is_time = datetime.now().strftime(\"%H:%M:%S\") == start\n",
    "    else:\n",
    "        is_time = False\n",
    "\n",
    "    if is_time:\n",
    "        # Close all trades\n",
    "        if mt5.positions_total() > 0:\n",
    "            MT5.close_all_night()\n",
    "\n",
    "\n",
    "        for asset in symbols_list.keys():\n",
    "            # Initialize the inputs\n",
    "            symbol = symbols_list[asset][0]\n",
    "            lot = symbols_list[asset][1]\n",
    "\n",
    "           \n",
    "            buy, sell = random()\n",
    "\n",
    "            # Run the algorithm\n",
    "            MT5.run(symbol, buy, sell, lot)\n"
   ]
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      "------------------------------------------------------------------\n",
      "Date: 2021-10-07 14:25:43\n",
      "Balance: 844.33 USD,\tEquity: 844.41 USD, \tProfit: 0.08 USD\n",
      "------------------------------------------------------------------\n",
      "------------------------------------------------------------------\n",
      "Date:  2021-10-07 14:25:44\n",
      "SYMBOL: NAS100\n",
      "BUY: False \t  SHORT: True\n",
      "POSITION: None \t ID: None\n",
      "OPEN SHORT TRADE: Request executed\n",
      "------------------------------------------------------------------\n",
      "------------------------------------------------------------------\n",
      "Date:  2021-10-07 14:25:44\n",
      "SYMBOL: US2000\n",
      "BUY: True \t  SHORT: False\n",
      "POSITION: None \t ID: None\n",
      "OPEN LONG TRADE: Request executed\n",
      "------------------------------------------------------------------\n",
      "------------------------------------------------------------------\n",
      "Date:  2021-10-07 14:25:44\n",
      "SYMBOL: XAUUSD\n",
      "BUY: False \t  SHORT: True\n",
      "POSITION: None \t ID: None\n",
      "OPEN SHORT TRADE: Request executed\n",
      "------------------------------------------------------------------\n",
      "------------------------------------------------------------------\n",
      "Date:  2021-10-07 14:25:45\n",
      "SYMBOL: US500\n",
      "BUY: False \t  SHORT: True\n",
      "POSITION: None \t ID: None\n",
      "OPEN SHORT TRADE: Request executed\n",
      "------------------------------------------------------------------\n",
      "------------------------------------------------------------------\n",
      "Date:  2021-10-07 14:25:45\n",
      "SYMBOL: USDCAD\n",
      "BUY: False \t  SHORT: True\n",
      "POSITION: None \t ID: None\n",
      "OPEN SHORT TRADE: Request executed\n",
      "------------------------------------------------------------------\n",
      "------------------------------------------------------------------\n",
      "Date:  2021-10-07 14:25:45\n",
      "SYMBOL: EURUSD\n",
      "BUY: False \t  SHORT: False\n",
      "POSITION: None \t ID: None\n",
      "------------------------------------------------------------------\n"
     ]
    }
   ],
   "source": [
    "from Chapter_08_MT5 import *\n",
    "import warnings\n",
    "warnings.filterwarnings(\"ignore\")\n",
    "import time\n",
    "import numpy as np\n",
    "import ta\n",
    "\n",
    "def rsi(symbol):\n",
    "    overbuy = 70\n",
    "    oversell = 30\n",
    "    neutral = 50\n",
    "    \n",
    "    df = MT5.get_data(symbol, 3500).dropna()\n",
    "    \n",
    "    df[\"rsi\"] = ta.momentum.RSIIndicator(df[\"close\"], window=14).rsi()\n",
    "    \n",
    "    today = df[\"rsi\"].iloc[-1]\n",
    "    \n",
    "    \n",
    "    # Long buy signal\n",
    "    long = (today > neutral) & (today < overbuy)\n",
    "    \n",
    "    # Short selling signal\n",
    "    sell = (today < neutral) & (today > oversell)\n",
    "    \n",
    "    return long, sell\n",
    "    \n",
    "symbols_list = {\n",
    "    \"Nasdaq 100\": [\"NAS100\", 0.1],\n",
    "    \"Russel 2000\": [\"US2000\", 0.1],\n",
    "    \"Gold USD\": [\"XAUUSD\", 0.01],\n",
    "    \"S&P 500\": [\"US500\", 0.1],\n",
    "    \"Us dollar vs Canadian dollar\": [\"USDCAD\", 0.01],\n",
    "    \"Euro vs USdollar\": [\"EURUSD\", 0.01]}\n",
    "\n",
    "\n",
    "\n",
    "current_account_info = mt5.account_info()\n",
    "print(\"------------------------------------------------------------------\")\n",
    "print(f\"Date: {datetime.now().strftime('%Y-%m-%d %H:%M:%S')}\")\n",
    "print(f\"Balance: {current_account_info.balance} USD,\\t\"\n",
    "    f\"Equity: {current_account_info.equity} USD, \\t\"\n",
    "      f\"Profit: {current_account_info.profit} USD\")\n",
    "print(\"------------------------------------------------------------------\")\n",
    "\n",
    "\n",
    "\n",
    "start = datetime.now().strftime(\"%H:%M:%S\")#\"23:59:59\"\n",
    "while True:\n",
    "\n",
    "    # Launch the algorithm\n",
    "    # Verfication for launch\n",
    "    if datetime.now().weekday() not in (5,6):  \n",
    "        is_time = datetime.now().strftime(\"%H:%M:%S\") == start\n",
    "    else:\n",
    "        is_time = False\n",
    "\n",
    "    if is_time:\n",
    "        # Close all trades\n",
    "        if mt5.positions_total() > 0:\n",
    "            MT5.close_all_night()\n",
    "\n",
    "\n",
    "        for asset in symbols_list.keys():\n",
    "            # Initialize the inputs\n",
    "            symbol = symbols_list[asset][0]\n",
    "            lot = symbols_list[asset][1]\n",
    "\n",
    "           \n",
    "            buy, sell = rsi(symbol)\n",
    "\n",
    "            # Run the algorithm\n",
    "            MT5.run(symbol, buy, sell, lot)\n"
   ]
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