Algotrading_FXCM_RestAPI.ipynb

{
 "cells": [
  {
   "cell_type": "raw",
   "id": "ec54e85d",
   "metadata": {},
   "source": [
    "[X] in this notebook: [X]\n",
    "\n",
    "> we use FXCM api with free practice account <\n",
    "> we build an algo trading strategy <\n",
    "> strategy is backtested and optimized <\n",
    "pip install python-engineio==3.14.2 python-socketio[client]==4.6.0"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "baaebaf2",
   "metadata": {},
   "outputs": [
    {
     "ename": "ConnectionError",
     "evalue": "Connection refused by the server",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mConnectionError\u001b[0m                           Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-2-cb29f547e4ce>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      7\u001b[0m \u001b[0;31m#trader.debug_level = \"INFO\" # verbose logging... don't set to receive errors only\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      8\u001b[0m \u001b[0mtrader\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdebug_level\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m\"INFO\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 9\u001b[0;31m \u001b[0mtrader\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlogin\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     10\u001b[0m \u001b[0;31m### Wait until connection is established - you will see \"Websocket connected\" message\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     11\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/home/aj/marketENV/ml-algo-trading/fxcm_rest_api_token.py\u001b[0m in \u001b[0;36mlogin\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m    121\u001b[0m         '''\n\u001b[1;32m    122\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_log_init\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 123\u001b[0;31m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msocketIO\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconnect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0menvironment\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"trading\"\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m+\u001b[0m\u001b[0;34m':'\u001b[0m\u001b[0;34m+\u001b[0m \u001b[0mstr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0menvironment\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"port\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0;34m'/?access_token='\u001b[0m\u001b[0;34m+\u001b[0m  \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0maccess_token\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    124\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msocketIO\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mon\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'connect'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mon_connect\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    125\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msocketIO\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mon\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'disconnect'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mon_disconnect\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/home/aj/marketENV/lib/python3.6/site-packages/socketio/client.py\u001b[0m in \u001b[0;36mconnect\u001b[0;34m(self, url, headers, transports, namespaces, socketio_path)\u001b[0m\n\u001b[1;32m    280\u001b[0m                 \u001b[0;34m'connect_error'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'/'\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    281\u001b[0m                 exc.args[1] if len(exc.args) > 1 else exc.args[0])\n\u001b[0;32m--> 282\u001b[0;31m             \u001b[0msix\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mraise_from\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mexceptions\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mConnectionError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mexc\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    283\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconnected\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mTrue\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    284\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/home/aj/marketENV/lib/python3.6/site-packages/six.py\u001b[0m in \u001b[0;36mraise_from\u001b[0;34m(value, from_value)\u001b[0m\n",
      "\u001b[0;31mConnectionError\u001b[0m: Connection refused by the server"
     ]
    }
   ],
   "source": [
    "import json\n",
    "from importlib import reload\n",
    "import fxcm_rest_api_token as fxcm_rest_api\n",
    "result = reload(fxcm_rest_api)\n",
    "\n",
    "trader = fxcm_rest_api.Trader('4d18f1b86c88cc3cbfc7f695692bd572e2e82ce7', 'demo')\n",
    "#trader.debug_level = \"INFO\" \n",
    "#verbose logging... don't set to receive errors only\n",
    "trader.debug_level = \"INFO\"\n",
    "trader.login()\n",
    "### Wait until connection is established - you will see \"Websocket connected\" message\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "970195d1",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Logged in, now getting Account details\n",
      "True\n",
      "Opening a trade now -USD/JPY 10 lots on 878867\n",
      "{'status': True, 'response': {'executed': True}, 'data': {'type': 0, 'orderId': 216355247}}\n",
      "TradeID:  121926479\n",
      "Open trade response:  {'status': True, 'response': {'executed': True}, 'data': {'type': 0, 'orderId': 216355247}}\n",
      "Positions:  {'status': True, 'response': {'executed': True}, 'open_positions': [{'t': 1, 'ratePrecision': 3, 'tradeId': '121926479', 'accountName': '00878867', 'accountId': '878867', 'roll': 0, 'com': 0, 'open': 114.753, 'valueDate': '', 'grossPL': -0.83552, 'close': 114.74, 'visiblePL': -1.3, 'isDisabled': False, 'currency': 'USD/JPY', 'isBuy': True, 'amountK': 10, 'currencyPoint': 0.64267, 'time': '02032022100848', 'usedMargin': 149.85, 'orderId': '216355247', 'OpenOrderRequestTXT': None, 'OpenOrderReqID': 'Request-1320361', 'TradeIDOrigin': None, 'child_trailingStop': 'none', 'child_trailing': -1, 'stop': 0, 'stopMove': 0, 'limit': 0}, {'t': 1, 'ratePrecision': 0, 'tradeId': '', 'accountName': '', 'accountId': '', 'roll': 0, 'com': 0, 'open': 0, 'valueDate': '', 'grossPL': -0.83552, 'close': 0, 'visiblePL': -1.3, 'isDisabled': False, 'currency': 'USD/JPY', 'isBuy': False, 'amountK': 10, 'currencyPoint': 0, 'time': None, 'usedMargin': 0, 'stop': 0, 'stopMove': 0, 'limit': 0, 'isTotal': True}]}\n",
      "Close All result:\n",
      "\n",
      " False {'status': False, 'data': '\"Error: \\'for_symbol\\' is a required field.\"'} \n",
      "\n",
      "\n",
      "Positions:  {'status': True, 'response': {'executed': True}, 'open_positions': [{'t': 1, 'ratePrecision': 3, 'tradeId': '121926479', 'accountName': '00878867', 'accountId': '878867', 'roll': 0, 'com': 0, 'open': 114.753, 'valueDate': '', 'grossPL': -0.83552, 'close': 114.74, 'visiblePL': -1.3, 'isDisabled': False, 'currency': 'USD/JPY', 'isBuy': True, 'amountK': 10, 'currencyPoint': 0.64267, 'time': '02032022100848', 'usedMargin': 149.85, 'orderId': '216355247', 'OpenOrderRequestTXT': None, 'OpenOrderReqID': 'Request-1320361', 'TradeIDOrigin': None, 'child_trailingStop': 'none', 'child_trailing': -1, 'stop': 0, 'stopMove': 0, 'limit': 0}, {'t': 1, 'ratePrecision': 0, 'tradeId': '', 'accountName': '', 'accountId': '', 'roll': 0, 'com': 0, 'open': 0, 'valueDate': '', 'grossPL': -0.83552, 'close': 0, 'visiblePL': -1.3, 'isDisabled': False, 'currency': 'USD/JPY', 'isBuy': False, 'amountK': 10, 'currencyPoint': 0, 'time': None, 'usedMargin': 0, 'stop': 0, 'stopMove': 0, 'limit': 0, 'isTotal': True}]}\n",
      "15\n",
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      "[1643871600, 1.12907, 1.12922, 1.12959, 1.12907, 1.1292, 1.12935, 1.12971, 1.1292, 1876, '2022/02/03 10:30:00']\n",
      "[1643872500, 1.12923, 1.12881, 1.12935, 1.12876, 1.12935, 1.12894, 1.12948, 1.12888, 1808, '2022/02/03 10:45:00']\n",
      "[1643873400, 1.12882, 1.12915, 1.12921, 1.12874, 1.12894, 1.12927, 1.12933, 1.12887, 1251, '2022/02/03 11:00:00']\n",
      "[1643874300, 1.12915, 1.12968, 1.1297, 1.12912, 1.12928, 1.1298, 1.12983, 1.12924, 1585, '2022/02/03 11:15:00']\n",
      "[1643875200, 1.12968, 1.12936, 1.12977, 1.12915, 1.12981, 1.12948, 1.12992, 1.12928, 3217, '2022/02/03 11:30:00']\n",
      "[1643876100, 1.12935, 1.12955, 1.12992, 1.12926, 1.12948, 1.12968, 1.13005, 1.12938, 2188, '2022/02/03 11:45:00']\n",
      "[1643877000, 1.12954, 1.12933, 1.1302, 1.12924, 1.12968, 1.12946, 1.13032, 1.12937, 2089, '2022/02/03 12:00:00']\n",
      "[1643877900, 1.12934, 1.12946, 1.12951, 1.12877, 1.12946, 1.12958, 1.12963, 1.1289, 2943, '2022/02/03 12:15:00']\n",
      "[1643878800, 1.12947, 1.12892, 1.12951, 1.12887, 1.12959, 1.12904, 1.12963, 1.129, 2129, '2022/02/03 12:30:00']\n",
      "[1643879700, 1.12891, 1.12891, 1.12963, 1.12891, 1.12904, 1.12904, 1.12976, 1.12903, 2117, '2022/02/03 12:45:00']\n",
      "[1643880600, 1.1289, 1.12868, 1.12906, 1.12845, 1.12904, 1.12881, 1.12919, 1.12858, 1891, '2022/02/03 13:00:00']\n",
      "[1643881500, 1.12869, 1.12837, 1.12909, 1.12833, 1.12881, 1.1285, 1.12921, 1.12845, 2243, '2022/02/03 13:15:00']\n",
      "[1643882400, 1.12837, 1.12822, 1.12853, 1.1282, 1.12849, 1.12834, 1.12866, 1.12832, 1151, '2022/02/03 13:30:00']\n",
      "[1622494800, 109.522, 111.091, 111.114, 109.182, 109.622, 111.113, 111.128, 109.195, 2851401]\n",
      "[1625086800, 111.091, 109.679, 111.652, 109.058, 111.113, 109.702, 111.665, 109.07, 3019717]\n",
      "[1627765200, 109.679, 109.986, 110.796, 108.716, 109.702, 110.043, 110.808, 108.728, 2696368]\n",
      "[1630443600, 109.986, 111.248, 112.072, 109.106, 110.043, 111.334, 112.085, 109.118, 3380934]\n",
      "[1633035600, 111.248, 114.044, 114.693, 110.816, 111.334, 114.09, 114.705, 110.828, 4214853]\n",
      "[1635714000, 114.044, 113.381, 114.438, 113.293, 114.09, 113.407, 114.45, 113.305, 977761]\n",
      "[1635717600, 113.381, 113.144, 115.517, 112.526, 113.407, 113.186, 115.528, 112.539, 3449045]\n",
      "[1638309600, 113.144, 115.084, 115.215, 112.554, 113.186, 115.1, 115.215, 112.566, 3531806]\n",
      "[1640988000, 115.084, 115.134, 116.346, 113.464, 115.1, 115.152, 116.358, 113.475, 3912309]\n",
      "[1643666400, 114.64, 114.739, 114.797, 114.142, 114.74, 114.752, 114.809, 114.167, 230507]\n",
      "Websocket closed\n",
      "Connection refused by the server\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Connection refused by the server\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Connection refused by the server\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Connection refused by the server\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Connection refused by the server\n",
      "Connection refused by the server\n",
      "Connection refused by the server\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Connection refused by the server\n",
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      "Connection refused by the server\n",
      "Connection refused by the server\n",
      "Connection refused by the server\n",
      "Connection refused by the server\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Connection refused by the server\n",
      "Connection refused by the server\n",
      "Connection refused by the server\n",
      "Connection refused by the server\n",
      "Connection refused by the server\n",
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      "Connection refused by the server\n",
      "Connection refused by the server\n",
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      "Connection refused by the server\n",
      "Connection refused by the server\n",
      "Connection refused by the server\n",
      "Connection refused by the server\n",
      "Connection refused by the server\n",
      "Connection refused by the server\n",
      "Connection refused by the server\n",
      "Connection refused by the server\n",
      "Connection refused by the server\n",
      "Connection refused by the server\n",
      "Connection refused by the server\n",
      "Connection refused by the server\n",
      "Connection refused by the server\n",
      "Connection refused by the server\n",
      "Connection refused by the server\n",
      "Connection refused by the server\n",
      "Connection refused by the server\n",
      "Connection refused by the server\n",
      "Connection refused by the server\n",
      "Connection refused by the server\n",
      "Connection refused by the server\n",
      "Connection refused by the server\n",
      "Connection refused by the server\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Connection refused by the server\n",
      "Connection refused by the server\n",
      "Connection refused by the server\n",
      "Connection refused by the server\n",
      "Connection refused by the server\n",
      "Connection refused by the server\n",
      "Connection refused by the server\n",
      "Connection refused by the server\n",
      "Connection refused by the server\n",
      "Connection refused by the server\n"
     ]
    }
   ],
   "source": [
    "\n",
    "try:\n",
    "    print(\"Logged in, now getting Account details\")\n",
    "    while len(trader.account_list) < 1:\n",
    "        time.sleep(0.1)\n",
    "    account_id = trader.account_list[0]\n",
    "    print(trader.account_id == account_id)\n",
    "    print(\"Opening a trade now -USD/JPY 10 lots on %s\" % account_id)\n",
    "    response = trader.open_trade(account_id, \"USD/JPY\", True, 10)\n",
    "    print(response)\n",
    "    if response['status'] is True:\n",
    "        orderId = response['data']['orderId']\n",
    "        tradeId = trader.get_tradeId(orderId)\n",
    "        print(\"TradeID: \", tradeId)\n",
    "        print(\"Open trade response: \", response)\n",
    "        positions = trader.get_model(\"OpenPosition\")\n",
    "        print(\"Positions: \", positions)\n",
    "        response = trader.close_all_for_symbol(\"USD/JPY\")\n",
    "        print(\"Close All result:\\n\\n\", response['status'], response, \"\\n\\n\")\n",
    "        positions = trader.get_model(\"OpenPosition\")\n",
    "        print(\"Positions: \", positions)\n",
    "\n",
    "        c = trader.candles(\"EUR/USD\", \"m15\", 15,\n",
    "                           dt_fmt=\"%Y/%m/%d %H:%M:%S\")['candles']\n",
    "        print(len(c))\n",
    "        for candle in c:\n",
    "            print(candle)\n",
    "\n",
    "        c = trader.get_candles(\"USD/JPY\", \"M1\", 10)\n",
    "        for candle in c['candles']:\n",
    "            print(candle)\n",
    "except Exception as e:\n",
    "    print(str(e))\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f0929b13",
   "metadata": {},
   "source": [
    "## Importing Packages and Establishing Connection"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "5901d699",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "41a83b8c",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import json\n",
    "import requests\n",
    "#from socketIO_client import SocketIO\n",
    "import socketio"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "e8fccbef",
   "metadata": {},
   "outputs": [],
   "source": [
    "TRADING_API_URL = 'https://api-demo.fxcm.com:443'\n",
    "WEBSOCKET_PORT = 443\n",
    "ACCESS_TOKEN = \"4d18f1b86c88cc3cbfc7f695692bd572e2e82ce7\"\n",
    "\n",
    "socketIO = socketio.Client()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "0f4a2485",
   "metadata": {},
   "outputs": [
    {
     "ename": "TypeError",
     "evalue": "'module' object is not callable",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-15-477507a23703>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      5\u001b[0m     \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'WebSocket Closed!'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      6\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 7\u001b[0;31m \u001b[0msocketIO\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0msocketio\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mTRADING_API_URL\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mWEBSOCKET_PORT\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mparams\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m{\u001b[0m\u001b[0;34m'access_token'\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mACCESS_TOKEN\u001b[0m\u001b[0;34m}\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      8\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      9\u001b[0m \u001b[0msocketIO\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mon\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'connect'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mon_connect\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mTypeError\u001b[0m: 'module' object is not callable"
     ]
    }
   ],
   "source": [
    "def on_connect():\n",
    "    print('WebSocket Connected :D' + socketio._engineio_session.id)\n",
    "\n",
    "def on_close():\n",
    "    print('WebSocket Closed!')\n",
    "    \n",
    "socketIO = socketio(TRADING_API_URL, WEBSOCKET_PORT, params={'access_token': ACCESS_TOKEN})\n",
    "\n",
    "socketIO.on('connect', on_connect)\n",
    "socketIO.on('disconnect', on_close)\n",
    "\n",
    "bearer_access_token = \"Bearer \" + socektIO._engineIO_session.id + ACCESS_TOKEN\n",
    "\n",
    "print(bearer_access_token)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b8a302d2",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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