LongShort_divergenceMACD_HigherhighLowelow_ETH1H.ipynb

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    "colab": {
      "name": "LongShort_divergenceMACD_HigherhighLowelow_ETH1H.ipynb",
      "provenance": [],
      "collapsed_sections": []
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "jqwuR_bB2iiG"
      },
      "source": [
        "Long & Short Positions based on MACD hist Divergence\n",
        "\n",
        "Confirm with SMA200\n",
        "\n",
        "Take profit and Stop Loss based on higher highs and lower lows in last 10 candles \n",
        "\n",
        "Results with S&P500 H1\n",
        "\n",
        "\n"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "oLfF4VS3BzEd"
      },
      "source": [
        "!git clone https://github.com/mohammadataei93/Algorithmic-Trading-.git"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "FXHVB7IEGObr"
      },
      "source": [
        "!wget http://prdownloads.sourceforge.net/ta-lib/ta-lib-0.4.0-src.tar.gz \n",
        "!tar xvzf ta-lib-0.4.0-src.tar.gz\n",
        "import os\n",
        "os.chdir('ta-lib') # Can't use !cd in co-lab\n",
        "!./configure --prefix=/usr\n",
        "!make\n",
        "!make install\n",
        "os.chdir('../')\n",
        "!pip install TA-Lib\n",
        "!pip install zigzag\n",
        "!pip install --upgrade mplfinance\n",
        "!pip install yfinance\n",
        "!pip install git+https://github.com/yhilpisch/tpqoa.git"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "hpfSQwVDFmRY"
      },
      "source": [
        "import numpy as np\n",
        "import pandas as pd\n",
        "from pylab import mpl, plt\n",
        "import datetime\n",
        "from zigzag import *\n",
        "import talib as ta\n",
        "import mplfinance as mpf\n",
        "from scipy.signal import argrelextrema\n",
        "import pywt\n",
        "from statsmodels.robust import mad\n",
        "import tpqoa\n",
        "import warnings\n",
        "warnings.filterwarnings('ignore')\n",
        "plt.style.use('seaborn')\n",
        "mpl.rcParams['font.family'] = 'serif'"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "Lq56mg2Zby_F"
      },
      "source": [
        "## Ethereum H1"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 417
        },
        "id": "FSZraZ5lb6jO",
        "outputId": "eac4bf96-5892-4812-d7c8-fa90fac9c891"
      },
      "source": [
        "# get h1 eth data from google drive and preprocess it\n",
        "pd_data = pd.read_csv('/content/Algorithmic-Trading-/Data/ETHUSDT(H1).csv')\n",
        "pd_data = pd_data.drop(['Open','Close'] , axis = 1)\n",
        "pd_data = pd_data.rename(columns={'open':'Open','high':'High','low':'Low','close':'Close'})\n",
        "pd_data['Date'] = pd_data['time'].apply(lambda x : datetime.datetime.fromtimestamp(x))\n",
        "pd_data = pd_data[['Date','Open','High','Low','Close','Volume']]\n",
        "data = pd_data.copy()\n",
        "data\n"
      ],
      "execution_count": 14,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
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              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>Date</th>\n",
              "      <th>Open</th>\n",
              "      <th>High</th>\n",
              "      <th>Low</th>\n",
              "      <th>Close</th>\n",
              "      <th>Volume</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>2019-01-01 00:00:00</td>\n",
              "      <td>131.45</td>\n",
              "      <td>132.22</td>\n",
              "      <td>131.01</td>\n",
              "      <td>131.82</td>\n",
              "      <td>12677.96176</td>\n",
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              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>2019-01-01 01:00:00</td>\n",
              "      <td>131.83</td>\n",
              "      <td>131.88</td>\n",
              "      <td>131.00</td>\n",
              "      <td>131.14</td>\n",
              "      <td>9541.84565</td>\n",
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              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>2019-01-01 02:00:00</td>\n",
              "      <td>131.19</td>\n",
              "      <td>131.34</td>\n",
              "      <td>130.00</td>\n",
              "      <td>130.72</td>\n",
              "      <td>12039.04136</td>\n",
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              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>2019-01-01 03:00:00</td>\n",
              "      <td>130.72</td>\n",
              "      <td>131.47</td>\n",
              "      <td>130.71</td>\n",
              "      <td>131.32</td>\n",
              "      <td>6320.30743</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>2019-01-01 04:00:00</td>\n",
              "      <td>131.31</td>\n",
              "      <td>134.00</td>\n",
              "      <td>131.30</td>\n",
              "      <td>132.35</td>\n",
              "      <td>29214.64195</td>\n",
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              "      <th>...</th>\n",
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              "      <td>...</td>\n",
              "      <td>...</td>\n",
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              "    <tr>\n",
              "      <th>23736</th>\n",
              "      <td>2021-09-18 11:00:00</td>\n",
              "      <td>3523.24</td>\n",
              "      <td>3536.41</td>\n",
              "      <td>3489.71</td>\n",
              "      <td>3496.50</td>\n",
              "      <td>11867.58800</td>\n",
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              "      <th>23737</th>\n",
              "      <td>2021-09-18 12:00:00</td>\n",
              "      <td>3496.51</td>\n",
              "      <td>3518.23</td>\n",
              "      <td>3483.54</td>\n",
              "      <td>3488.48</td>\n",
              "      <td>17310.14510</td>\n",
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              "    <tr>\n",
              "      <th>23738</th>\n",
              "      <td>2021-09-18 13:00:00</td>\n",
              "      <td>3488.25</td>\n",
              "      <td>3507.00</td>\n",
              "      <td>3464.44</td>\n",
              "      <td>3481.50</td>\n",
              "      <td>12975.42900</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23739</th>\n",
              "      <td>2021-09-18 14:00:00</td>\n",
              "      <td>3481.33</td>\n",
              "      <td>3492.13</td>\n",
              "      <td>3470.35</td>\n",
              "      <td>3481.20</td>\n",
              "      <td>10199.64770</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23740</th>\n",
              "      <td>2021-09-18 15:00:00</td>\n",
              "      <td>3481.00</td>\n",
              "      <td>3485.97</td>\n",
              "      <td>3472.01</td>\n",
              "      <td>3475.39</td>\n",
              "      <td>2054.06860</td>\n",
              "    </tr>\n",
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              "</table>\n",
              "<p>23741 rows × 6 columns</p>\n",
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            ],
            "text/plain": [
              "                     Date     Open     High      Low    Close       Volume\n",
              "0     2019-01-01 00:00:00   131.45   132.22   131.01   131.82  12677.96176\n",
              "1     2019-01-01 01:00:00   131.83   131.88   131.00   131.14   9541.84565\n",
              "2     2019-01-01 02:00:00   131.19   131.34   130.00   130.72  12039.04136\n",
              "3     2019-01-01 03:00:00   130.72   131.47   130.71   131.32   6320.30743\n",
              "4     2019-01-01 04:00:00   131.31   134.00   131.30   132.35  29214.64195\n",
              "...                   ...      ...      ...      ...      ...          ...\n",
              "23736 2021-09-18 11:00:00  3523.24  3536.41  3489.71  3496.50  11867.58800\n",
              "23737 2021-09-18 12:00:00  3496.51  3518.23  3483.54  3488.48  17310.14510\n",
              "23738 2021-09-18 13:00:00  3488.25  3507.00  3464.44  3481.50  12975.42900\n",
              "23739 2021-09-18 14:00:00  3481.33  3492.13  3470.35  3481.20  10199.64770\n",
              "23740 2021-09-18 15:00:00  3481.00  3485.97  3472.01  3475.39   2054.06860\n",
              "\n",
              "[23741 rows x 6 columns]"
            ]
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          "metadata": {},
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      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "0gQtv7AgZxux"
      },
      "source": [
        "Backtesting Class"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "NVORi8r-xRWR"
      },
      "source": [
        "class Backtest():\n",
        "\n",
        "    def __init__(self,\n",
        "                 amount = 10000 ,\n",
        "                 ftc=0.0,\n",
        "                 ptc=0.0,\n",
        "                 verbose=True ,\n",
        "                 argrelextrema_order = 5 ,\n",
        "                 divergence = 'RSI',\n",
        "                 sma = None):\n",
        "\n",
        "        self.initial_amount = amount\n",
        "        self.amount = amount\n",
        "        self.ftc = ftc\n",
        "        self.ptc = ptc\n",
        "        self.units = 0\n",
        "        self.position = 0\n",
        "        self.trades = 0\n",
        "        self.verbose = verbose\n",
        "        self.argrelextrema_order = argrelextrema_order \n",
        "        self.divergence = divergence\n",
        "        self.sma = sma\n",
        "        self.data = None\n",
        "        self.PnL = pd.DataFrame(columns=['Date','pnl'])\n",
        "        self.open_position = None\n",
        "        self.positions_info = []\n",
        "\n",
        "\n",
        "    def add_data(self , data):\n",
        "\n",
        "      self.data = data.copy()\n",
        "      self.data.index = self.data['Date']\n",
        "      self.data['RSI'] = ta.RSI(self.data['Close'])\n",
        "      self.data['MACD'],self.data['MACD_Signal'],self.data['MACD_Hist'] = ta.MACD(self.data['Close'])\n",
        "      self.data['ATR'] = ta.ATR(self.data['High'],self.data['Low'],self.data['Close'])\n",
        "      self.data['slowk'], self.data['slowd'] = ta.STOCH(self.data['High'],self.data['Low'],\n",
        "                                                        self.data['Close'],fastk_period=5,slowk_period=3,slowd_period=3)\n",
        "      if self.sma:\n",
        "        self.sma_key = f'SMA{self.sma}'\n",
        "        self.data[self.sma_key] = ta.SMA(self.data['Close'],self.sma)\n",
        "      self.data.dropna(inplace = True)\n",
        "\n",
        "\n",
        "    def plot_data(self, cols='Close'):\n",
        "        ''' Plots the closing prices for symbol.\n",
        "        '''\n",
        "        self.data[cols].plot(figsize=(10, 6))\n",
        "\n",
        "    def get_date_price(self, bar , priceindex = 'Close'):\n",
        "        ''' Return date and price for bar.\n",
        "        '''\n",
        "        date = str(self.data.index[bar])\n",
        "        price = self.data[priceindex].iloc[bar]\n",
        "        # self.data['positions'] = np.nan\n",
        "        return date, price\n",
        "\n",
        "    def print_balance(self, bar):\n",
        "        ''' Print out current cash balance info.\n",
        "        '''\n",
        "        date, price = self.get_date_price(bar)\n",
        "        print(f'{date} | current balance {self.amount:.2f}')\n",
        "\n",
        "    def calculate_asset(self,bar):\n",
        "        date, price = self.get_date_price(bar)\n",
        "        self.asset = self.units * price + self.amount\n",
        "        return self.asset\n",
        "\n",
        "    def calculate_PnL(self,dates,pnl,show = True):\n",
        "        self.PnL['Date'] = dates\n",
        "        self.PnL['pnl'] = pnl\n",
        "        self.PnL.index = self.PnL['Date']\n",
        "        self.PnL['pnl'].plot(figsize=(10, 6))\n",
        "\n",
        "    def print_net_wealth(self, bar):\n",
        "        ''' Print out current cash balance info.\n",
        "        '''\n",
        "        date, price = self.get_date_price(bar)\n",
        "        net_wealth = self.units * price + self.amount\n",
        "        print(f'{date} | current net wealth {net_wealth:.2f}')\n",
        "\n",
        "    def place_buy_order(self, bar, units=None, amount=None):\n",
        "        ''' Place a buy order.\n",
        "        '''\n",
        "        date, price = self.get_date_price(bar)\n",
        "        if units is None:\n",
        "            units = np.round(amount / price ,4)\n",
        "        self.amount -= (units * price) \n",
        "        self.units += units\n",
        "        self.trades += 1\n",
        "        if self.verbose:\n",
        "            print(f'{date} | buying {units} units at {price:.2f}')\n",
        "            self.print_balance(bar)\n",
        "            self.print_net_wealth(bar)\n",
        "\n",
        "    def place_sell_order(self, bar, units=None, amount=None):\n",
        "        ''' Place a sell order.\n",
        "        '''\n",
        "        date, price = self.get_date_price(bar)\n",
        "        if units is None:\n",
        "            units = np.round(amount / price ,4)\n",
        "        self.amount += (units * price) \n",
        "        self.units -= units\n",
        "        self.trades += 1\n",
        "        if self.verbose:\n",
        "            print(f'{date} | selling {units} units at {price:.2f}')\n",
        "            self.print_balance(bar)\n",
        "            self.print_net_wealth(bar)\n",
        "\n",
        "    def close_out(self, bar):\n",
        "        ''' Closing out a long or short position.\n",
        "        '''\n",
        "        date, price = self.get_date_price(bar)\n",
        "        self.amount += self.units * price\n",
        "        self.units = 0\n",
        "        self.trades += 1\n",
        "        if self.verbose:\n",
        "            print(f'{date} | inventory {self.units} units at {price:.2f}')\n",
        "            print('=' * 55)\n",
        "        print('Final balance   [$] {:.2f}'.format(self.amount))\n",
        "        perf = ((self.amount - self.initial_amount) /\n",
        "                self.initial_amount * 100)\n",
        "        count ,avg_win , avg_lose = 0,0,0\n",
        "        for pos in self.positions_info:\n",
        "          if pos['Profit'] > 0 :\n",
        "            count += 1\n",
        "            avg_win += pos['Profit']\n",
        "          if pos['Profit'] < 0 :\n",
        "            avg_lose += pos['Profit']\n",
        "\n",
        "        self.accuracy = count / len(self.positions_info)\n",
        "        print('Net Performance [%] {:.2f}'.format(perf))\n",
        "        print('Trades Executed [#] {}'.format(len(self.positions_info)))\n",
        "        print('Accuracy        [%] {:.2f}'.format(self.accuracy * 100))\n",
        "        print('Avg Win/Avg Lose   {:.2f}'.format( np.abs(avg_win / avg_lose)) )\n",
        "        print('=' * 55)\n",
        "\n",
        "\n",
        "    def go_long(self, bar, units=None, amount=None):\n",
        "        if units:\n",
        "            self.place_buy_order(bar, units=units)\n",
        "        elif amount:\n",
        "            self.place_buy_order(bar, amount=amount)\n",
        "\n",
        "    def go_short(self, bar, units=None, amount=None):\n",
        "        if units:\n",
        "            self.place_sell_order(bar, units=units)\n",
        "        elif amount:\n",
        "            self.place_sell_order(bar, amount=amount)\n",
        "\n",
        "\n",
        "    def divergence_detector(self, data):\n",
        "      divergence = None\n",
        "      peak = None\n",
        "      # price_data_h = data['High'].values\n",
        "      # price_data_l = data['Low'].values\n",
        "      price_data = data['Close'].values\n",
        "      highs = argrelextrema(price_data , np.greater_equal, order=self.argrelextrema_order)[0]\n",
        "      lows = argrelextrema(price_data , np.less_equal, order=self.argrelextrema_order)[0]\n",
        "      if highs[-1] > lows[-1]:\n",
        "        peak = 'High'\n",
        "        current_peak_idx = highs[-1]\n",
        "        previous_peak_idx = highs[-2]\n",
        "        reverse_peak_idx = lows[-1]\n",
        "      else :\n",
        "        peak = 'Low'\n",
        "        current_peak_idx = lows[-1]\n",
        "        previous_peak_idx = lows[-2]\n",
        "        reverse_peak_idx = highs[-1]\n",
        "\n",
        "      peak1 = data['Date'][current_peak_idx]\n",
        "      peak2 = data['Date'][previous_peak_idx]\n",
        "      peak_reverse = data['Date'][reverse_peak_idx]\n",
        "\n",
        "\n",
        "      # price_h = data['High'].values\n",
        "      # price_l = data['Low'].values\n",
        "      price = data['Close'].values\n",
        "      indicator = data[self.divergence].values\n",
        "\n",
        "      if peak == 'High':\n",
        "        if price[current_peak_idx] > price[previous_peak_idx] and indicator[current_peak_idx] < indicator[previous_peak_idx] and \\\n",
        "                  data['MACD_Hist'][current_peak_idx] > 0 and data['MACD_Hist'][previous_peak_idx] > 0: \n",
        "          divergence = 'Bearish'\n",
        "      if peak == 'Low':\n",
        "        if price[current_peak_idx] < price[previous_peak_idx] and indicator[current_peak_idx] > indicator[previous_peak_idx] and \\\n",
        "                  data['MACD_Hist'][current_peak_idx] < 0 and data['MACD_Hist'][previous_peak_idx] < 0:\n",
        "          divergence = 'Bullish'\n",
        "\n",
        "      return divergence , peak1 , peak2 , peak_reverse \n",
        "\n",
        "\n",
        "    def run(self , window , found_risk = 0.02):\n",
        "        msg = f'\\n\\nRunning MACD Divergence strategy'\n",
        "        msg += f'\\nfixed costs {self.ftc} | '\n",
        "        msg += f'proportional costs {self.ptc}'\n",
        "        print(msg)\n",
        "        print('=' * 55)\n",
        "        self.position = 0\n",
        "        self.trades = 0 \n",
        "        self.amount = self.initial_amount \n",
        "        self.window = window\n",
        "        self.found_risk = found_risk\n",
        "        self.state = 'Wait For Signal'\n",
        "        self.observed_divergence = None\n",
        "        self.data['long_position'] = np.nan\n",
        "        self.data['short_position'] = np.nan\n",
        "        self.peak1 ,self.peak2 = None,None\n",
        "        dates,pnl = [],[]\n",
        "        position_id = 0\n",
        "        counter = 0\n",
        "        for bar in range(self.window , len(self.data)):\n",
        "\n",
        "          data = self.data[bar - self.window : bar]\n",
        "          \n",
        "          if self.position != 0: self.follow_positions(bar)\n",
        "          else:\n",
        "\n",
        "            if self.state == 'Wait For Signal':\n",
        "              divergence,peak1,peak2,peak_reverse = self.divergence_detector(data)\n",
        "              if divergence:\n",
        "                counter +=1\n",
        "                self.observed_divergence = divergence\n",
        "                self.peak1,self.peak2,self.peak_reverse  = peak1,peak2,peak_reverse \n",
        "                self.state = 'Wait For Confirmation'\n",
        "\n",
        "\n",
        "            if self.state == 'Wait For Confirmation':\n",
        "\n",
        "              if self.data['Close'][bar-1] > self.data[self.sma_key][bar-1] and self.observed_divergence == 'Bullish': \n",
        "                self.position = 'Long'\n",
        "                sl,tp = self.place_sl_tp(bar)\n",
        "                if 1:\n",
        "                  self.data['long_position'][bar] = 1 \n",
        "                  date , entering_price = self.get_date_price(bar)\n",
        "                  position_id += 1\n",
        "                  print(f'{date} | Stop Loss: {sl:.2f} | Take Profit : {tp:.02f}')\n",
        "                  self.open_position = {'position_id':position_id,'Index':bar,'Date':date,\n",
        "                                              'Position':'Long','EnteringPrice':entering_price,\n",
        "                                              'StopLoss':sl,'TakeProfit':tp,'Peak1':peak1,'Peak2':peak2,\n",
        "                                              'Profit':None}\n",
        "                  \n",
        "                  self.go_long(bar, amount= self.amount * self.found_risk)\n",
        "                  self.state = 'Wait For Signal'\n",
        "                  if self.verbose:\n",
        "                    print(f'{date} | @@@@@ Long Order Executed @@@@@')\n",
        "                else: self.position = 0\n",
        "\n",
        "              elif self.data['Close'][bar-1] < self.data[self.sma_key][bar-1] and self.observed_divergence == 'Bearish':\n",
        "                self.position = 'Short' \n",
        "                sl,tp = self.place_sl_tp(bar)\n",
        "                if 1:\n",
        "                  date , entering_price = self.get_date_price(bar)\n",
        "                  self.data['short_position'][bar] = -1 \n",
        "                  position_id += 1\n",
        "                  print(f'{date} | Stop Loss: {sl:.2f} | Take Profit : {tp:.02f}')\n",
        "                  self.open_position = {'position_id':position_id,'Index':bar,'Date':date,\n",
        "                                              'Position':'Short','EnteringPrice':entering_price,\n",
        "                                              'StopLoss':sl,'TakeProfit':tp,'Peak1':peak1,'Peak2':peak2,\n",
        "                                              'Profit':None}\n",
        "                  self.go_short(bar, amount=self.amount * self.found_risk)\n",
        "                  self.state = 'Wait For Signal'\n",
        "                  if self.verbose:\n",
        "                    print(f'{date} | @@@@@ Short Order Executed @@@@@')\n",
        "                else: self.position = 0\n",
        "\n",
        "              else :\n",
        "                counter += 1\n",
        "\n",
        "              if counter > 4 :\n",
        "                counter = 0\n",
        "                self.state= 'Wait For Signal'\n",
        "\n",
        "\n",
        "          date , price = self.get_date_price(bar)\n",
        "          dates.append(date)\n",
        "          pnl.append(self.calculate_asset(bar))\n",
        "\n",
        "        self.close_out(bar)\n",
        "        self.calculate_PnL(dates , pnl)\n",
        "\n",
        "\n",
        "    def place_sl_tp(self , bar):\n",
        "      sl,tp = None,None\n",
        "      lower_low = min([self.data['Low'][x] for x in range(bar-10,bar)])\n",
        "      higher_high = max([self.data['High'][x] for x in range(bar-10,bar) ])\n",
        "      if self.position == 'Long':\n",
        "        # last_low = self.data.loc[self.peak1]['Low']\n",
        "        # last_high = self.data.loc[self.peak_reverse]['High']\n",
        "        sl = (lower_low - 0.1*self.data['ATR'].iloc[bar-1])\n",
        "        tp = (higher_high - 0.1*self.data['ATR'].iloc[bar-1])\n",
        "      if self.position == 'Short':\n",
        "        # last_high = self.data.loc[self.peak1]['High']\n",
        "        # last_low = self.data.loc[self.peak_reverse]['Low']\n",
        "        sl = (higher_high + 0.1*self.data['ATR'].iloc[bar-1])\n",
        "        tp = (lower_low + 0.1*self.data['ATR'].iloc[bar-1])\n",
        "      return sl,tp\n",
        "\n",
        "\n",
        "    def follow_positions(self , bar):\n",
        "      date , highprice = self.get_date_price(bar,priceindex ='High')\n",
        "      date , lowprice = self.get_date_price(bar,priceindex ='Low')\n",
        "\n",
        "      if self.open_position['Position'] == 'Long':\n",
        "\n",
        "        if lowprice < self.open_position['StopLoss']:\n",
        "          self.place_sell_order(bar, units=self.units)\n",
        "          loss = self.open_position['EnteringPrice'] - self.open_position['StopLoss']\n",
        "          self.open_position['Profit'] = -loss\n",
        "          self.open_position['CloseDate'] = date\n",
        "          price = self.open_position['StopLoss']\n",
        "          self.positions_info.append(self.open_position)\n",
        "          self.open_position = None\n",
        "          self.position = 0 \n",
        "          if self.verbose:\n",
        "            print(f'{date} | !!! StopLoss Activated at {price:.2f} !!!')       \n",
        "            print(f'{date} | Long Position Closed with {loss:.2f} Loss :((( ')\n",
        "            print('=' * 55)  \n",
        "            return  \n",
        "\n",
        "        if highprice > self.open_position['TakeProfit']:\n",
        "          self.place_sell_order(bar, units=self.units)\n",
        "          profit = self.open_position['TakeProfit'] - self.open_position['EnteringPrice']\n",
        "          self.open_position['Profit'] = profit\n",
        "          self.open_position['CloseDate'] = date\n",
        "          price = self.open_position['TakeProfit']\n",
        "          self.positions_info.append(self.open_position)\n",
        "          self.open_position = None\n",
        "          self.position = 0\n",
        "          if self.verbose:\n",
        "            print(f'{date} | $$$ Take Profit Activated at {price:.2f} $$$')       \n",
        "            print(f'{date} | Long Position Closed with {profit:.2f} Profit :)))')  \n",
        "            print('=' * 55)\n",
        "          return\n",
        "\n",
        "      if self.open_position['Position'] == 'Short':\n",
        "\n",
        "        if highprice > self.open_position['StopLoss']:\n",
        "          self.place_buy_order(bar, units=-self.units)\n",
        "          loss = self.open_position['StopLoss'] - self.open_position['EnteringPrice']\n",
        "          self.open_position['Profit'] = -loss\n",
        "          self.open_position['CloseDate'] = date\n",
        "          price = self.open_position['StopLoss']\n",
        "          self.positions_info.append(self.open_position)\n",
        "          self.open_position = None\n",
        "          self.position = 0\n",
        "          if self.verbose:\n",
        "            print(f'{date} | !!! StopLoss Activated at {price:.2f} !!!')       \n",
        "            print(f'{date} | Short Position Closed  with {loss:.2f} Loss :((( ')\n",
        "            print('=' * 55)  \n",
        "          return\n",
        "\n",
        "        if lowprice < self.open_position['TakeProfit']:\n",
        "          self.place_buy_order(bar, units=-self.units)  \n",
        "          profit = self.open_position['EnteringPrice'] - self.open_position['TakeProfit']\n",
        "          self.open_position['Profit'] = profit\n",
        "          self.open_position['CloseDate'] = date\n",
        "          price = self.open_position['TakeProfit']\n",
        "          self.positions_info.append(self.open_position)\n",
        "          self.open_position = None\n",
        "          self.position = 0\n",
        "          if self.verbose:\n",
        "            print(f'{date} | $$$ take profit activated at {price:.2f} $$$')       \n",
        "            print(f'{date} | Short Position Closed  with {profit:.2f} Profit :)))') \n",
        "            print('=' * 55)\n",
        "          return\n",
        "      \n",
        "\n",
        "    def illustrate_position(self,idx,forward_candles = 100):\n",
        "      time_idx = self.positions_info[idx]['Index']\n",
        "      position = self.positions_info[idx]['Position']\n",
        "      date = self.positions_info[idx]['Date']\n",
        "      stoploss = self.positions_info[idx]['StopLoss']\n",
        "      takeprofit = self.positions_info[idx]['TakeProfit']\n",
        "      profit = self.positions_info[idx]['Profit']\n",
        "      id = self.positions_info[idx]['position_id']\n",
        "      closedate = self.positions_info[idx]['CloseDate']\n",
        "      peak1 = self.positions_info[idx]['Peak1']\n",
        "      peak2 = self.positions_info[idx]['Peak2']\n",
        "\n",
        "      print('=' * 55) \n",
        "      print(f'{date} |{position} Order Executed | ID:{id}')\n",
        "      print(f'{closedate} |Profit : {profit:0.2f} ')\n",
        "      print('=' * 55)\n",
        "\n",
        "      data1 = self.data[time_idx-self.window:time_idx]\n",
        "      data2 = self.data[time_idx:time_idx+forward_candles]\n",
        "      data = pd.DataFrame()\n",
        "      dataclose = data1['Close'].values\n",
        "      highs = argrelextrema(dataclose, np.greater_equal, order=self.argrelextrema_order)[0]\n",
        "      lows = argrelextrema(dataclose, np.less_equal, order=self.argrelextrema_order)[0]\n",
        "      peaks = [np.nan]*len(data1)\n",
        "      peaks_ind = [np.nan]*len(data1)\n",
        "      for h in highs:\n",
        "        peaks[h] = data1['Close'][h]\n",
        "        peaks_ind[h] = data1['MACD_Hist'][h]\n",
        "      for l in lows:\n",
        "        peaks[l] = data1['Close'][l]\n",
        "        peaks_ind[l] = data1['MACD_Hist'][l]\n",
        "\n",
        "      data1['pivots'] = peaks\n",
        "      data1['pivots_ind'] = peaks_ind\n",
        "      data1['stoploss'],data1['takeprofit'] = np.nan , np.nan\n",
        "      data2['stoploss'] = stoploss\n",
        "      data2['takeprofit'] = takeprofit\n",
        "      data2['pivots'] = np.nan\n",
        "      data2['pivots_ind'] = np.nan\n",
        "      data = pd.concat([data1,data2])\n",
        "      data['signal'] = np.nan\n",
        "      data['signal'][self.window] = data['Close'][self.window] \n",
        "\n",
        "      \n",
        "\n",
        "      if self.positions_info[idx]['Position'] == 'Long':\n",
        "        two_points = [( str(peak1) , float(data[data['Date'] == peak1]['Low'])),( str(peak2), float(data[data['Date'] == peak2]['Low']))]\n",
        "      if self.positions_info[idx]['Position'] == 'Short':\n",
        "        two_points = [( str(peak1) , float(data[data['Date'] == peak1]['High'])),( str(peak2), float(data[data['Date'] == peak2]['High']))]\n",
        "      \n",
        "\n",
        "      # macd panel\n",
        "      ticker_name = 'ETH'\n",
        "      colors = ['g' if v >= 0 else 'r' for v in data[\"MACD_Hist\"]]\n",
        "      macd_plot = mpf.make_addplot(data[\"MACD\"], panel=1, color='fuchsia', title=\"MACD\" )\n",
        "      macd_hist_plot = mpf.make_addplot(data[\"MACD_Hist\"], type='bar', panel=1, color=colors) # color='dimgray'\n",
        "      macd_hist_plot_pivot = mpf.make_addplot(data[\"pivots_ind\"],type='scatter',markersize=10,marker='o' , panel=1 , color='black')\n",
        "      macd_signal_plot = mpf.make_addplot(data[\"MACD_Signal\"], panel=1, color='b')\n",
        "      if position == 'Long':\n",
        "        signal_plot = mpf.make_addplot(data['signal'],type='scatter',markersize=150,marker='^' , panel=0)\n",
        "      if position == 'Short':\n",
        "        signal_plot = mpf.make_addplot(data['signal'],type='scatter',markersize=150,marker='v' , panel=0)\n",
        "      pivot_plot = mpf.make_addplot(data['pivots'],type='scatter',markersize=10, marker='o' , panel=0 , color='black')\n",
        "      # rsi_plot =  mpf.make_addplot(data['RSI'], panel=2, color='blue', title=\"RSI\" )\n",
        "      sma_plot =  mpf.make_addplot(data[self.sma_key], panel=0, color='blue', title=\"SMA\" )\n",
        "      SL = mpf.make_addplot(data['stoploss'] ,panel=0,color='red')\n",
        "      TP = mpf.make_addplot(data['takeprofit'] ,panel=0,color='green')\n",
        "\n",
        "      plots = [signal_plot,pivot_plot,sma_plot,SL,TP,macd_plot,macd_hist_plot,macd_signal_plot,macd_hist_plot_pivot]\n",
        "      mpf.plot(data ,\n",
        "               type='candle',\n",
        "               style='yahoo',\n",
        "               figsize = (15,10) ,\n",
        "               alines=[two_points,two_points] ,\n",
        "               vlines=dict(vlines= [str(peak1),str(peak2)],linestyle='--', linewidths = (0.5,0.5) ),\n",
        "               volume=False,\n",
        "               volume_panel=3,\n",
        "               addplot=plots, \n",
        "               title=f\"\\n{ticker_name}\",\n",
        "               ylabel='',\n",
        "               ylabel_lower='')\n",
        "      print(' ')\n",
        "      print(' ')\n",
        "\n",
        "    def plot(self):\n",
        "      long_position_plot = mpf.make_addplot(self.data['long_position'],type='scatter',markersize=50,marker='o' , panel=0 , color = 'green' )\n",
        "      short_position_plot = mpf.make_addplot(self.data['short_position'],type='scatter',markersize=50,marker='o' , panel=0 , color = 'red')\n",
        "      plots = [long_position_plot,short_position_plot]\n",
        "      \n",
        "      mpf.plot(self.data ,\n",
        "                type='candle',\n",
        "                style='yahoo',\n",
        "                figsize = (30,20) ,\n",
        "                addplot=plots, \n",
        "                title=f\"\\nAll Data\",\n",
        "                ylabel='',\n",
        "                ylabel_lower='')\n"
      ],
      "execution_count": 34,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "EZT693ic26G2",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "outputId": "cdeacb98-3fe7-4e33-f689-1331ead2a157"
      },
      "source": [
        "bt = Backtest(verbose=True,\n",
        "              amount=10000,\n",
        "              sma=200,\n",
        "              divergence = 'MACD_Hist')\n",
        "bt.add_data(data)\n",
        "bt.run(window = 100 , found_risk = 1 )"
      ],
      "execution_count": 35,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\n",
            "\n",
            "Running MACD Divergence strategy\n",
            "fixed costs 0.0 | proportional costs 0.0\n",
            "=======================================================\n",
            "2019-01-15 01:00:00 | Stop Loss: 130.25 | Take Profit : 115.52\n",
            "2019-01-15 01:00:00 | selling 78.5238 units at 127.35\n",
            "2019-01-15 01:00:00 | current balance 20000.01\n",
            "2019-01-15 01:00:00 | current net wealth 10000.00\n",
            "2019-01-15 01:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2019-01-21 04:00:00 | buying 78.5238 units at 114.79\n",
            "2019-01-21 04:00:00 | current balance 10986.26\n",
            "2019-01-21 04:00:00 | current net wealth 10986.26\n",
            "2019-01-21 04:00:00 | $$$ take profit activated at 115.52 $$$\n",
            "2019-01-21 04:00:00 | Short Position Closed  with 11.83 Profit :)))\n",
            "=======================================================\n",
            "2019-01-23 03:00:00 | Stop Loss: 119.60 | Take Profit : 117.39\n",
            "2019-01-23 03:00:00 | selling 92.8835 units at 118.28\n",
            "2019-01-23 03:00:00 | current balance 21972.52\n",
            "2019-01-23 03:00:00 | current net wealth 10986.26\n",
            "2019-01-23 03:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2019-01-23 08:00:00 | buying 92.8835 units at 117.60\n",
            "2019-01-23 08:00:00 | current balance 11049.42\n",
            "2019-01-23 08:00:00 | current net wealth 11049.42\n",
            "2019-01-23 08:00:00 | $$$ take profit activated at 117.39 $$$\n",
            "2019-01-23 08:00:00 | Short Position Closed  with 0.89 Profit :)))\n",
            "=======================================================\n",
            "2019-01-24 20:00:00 | Stop Loss: 117.24 | Take Profit : 113.71\n",
            "2019-01-24 20:00:00 | selling 94.9997 units at 116.31\n",
            "2019-01-24 20:00:00 | current balance 22098.83\n",
            "2019-01-24 20:00:00 | current net wealth 11049.42\n",
            "2019-01-24 20:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2019-01-25 11:00:00 | buying 94.9997 units at 115.56\n",
            "2019-01-25 11:00:00 | current balance 11120.67\n",
            "2019-01-25 11:00:00 | current net wealth 11120.67\n",
            "2019-01-25 11:00:00 | !!! StopLoss Activated at 117.24 !!!\n",
            "2019-01-25 11:00:00 | Short Position Closed  with 0.93 Loss :((( \n",
            "=======================================================\n",
            "2019-01-29 16:00:00 | Stop Loss: 105.80 | Take Profit : 102.37\n",
            "2019-01-29 16:00:00 | selling 105.4992 units at 105.41\n",
            "2019-01-29 16:00:00 | current balance 22241.34\n",
            "2019-01-29 16:00:00 | current net wealth 11120.67\n",
            "2019-01-29 16:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2019-01-29 20:00:00 | buying 105.4992 units at 105.00\n",
            "2019-01-29 20:00:00 | current balance 11163.92\n",
            "2019-01-29 20:00:00 | current net wealth 11163.92\n",
            "2019-01-29 20:00:00 | !!! StopLoss Activated at 105.80 !!!\n",
            "2019-01-29 20:00:00 | Short Position Closed  with 0.39 Loss :((( \n",
            "=======================================================\n",
            "2019-01-29 21:00:00 | Stop Loss: 106.72 | Take Profit : 103.71\n",
            "2019-01-29 21:00:00 | selling 106.3433 units at 104.98\n",
            "2019-01-29 21:00:00 | current balance 22327.84\n",
            "2019-01-29 21:00:00 | current net wealth 11163.92\n",
            "2019-01-29 21:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2019-01-30 00:00:00 | buying 106.3433 units at 103.91\n",
            "2019-01-30 00:00:00 | current balance 11277.71\n",
            "2019-01-30 00:00:00 | current net wealth 11277.71\n",
            "2019-01-30 00:00:00 | $$$ take profit activated at 103.71 $$$\n",
            "2019-01-30 00:00:00 | Short Position Closed  with 1.27 Profit :)))\n",
            "=======================================================\n",
            "2019-01-30 13:00:00 | Stop Loss: 109.12 | Take Profit : 104.23\n",
            "2019-01-30 13:00:00 | selling 103.684 units at 108.77\n",
            "2019-01-30 13:00:00 | current balance 22555.42\n",
            "2019-01-30 13:00:00 | current net wealth 11277.71\n",
            "2019-01-30 13:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2019-01-30 16:00:00 | buying 103.684 units at 108.19\n",
            "2019-01-30 16:00:00 | current balance 11337.85\n",
            "2019-01-30 16:00:00 | current net wealth 11337.85\n",
            "2019-01-30 16:00:00 | !!! StopLoss Activated at 109.12 !!!\n",
            "2019-01-30 16:00:00 | Short Position Closed  with 0.35 Loss :((( \n",
            "=======================================================\n",
            "2019-01-31 01:00:00 | Stop Loss: 110.72 | Take Profit : 107.71\n",
            "2019-01-31 01:00:00 | selling 103.2873 units at 109.77\n",
            "2019-01-31 01:00:00 | current balance 22675.70\n",
            "2019-01-31 01:00:00 | current net wealth 11337.85\n",
            "2019-01-31 01:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2019-01-31 08:00:00 | buying 103.2873 units at 107.79\n",
            "2019-01-31 08:00:00 | current balance 11542.36\n",
            "2019-01-31 08:00:00 | current net wealth 11542.36\n",
            "2019-01-31 08:00:00 | $$$ take profit activated at 107.71 $$$\n",
            "2019-01-31 08:00:00 | Short Position Closed  with 2.06 Profit :)))\n",
            "=======================================================\n",
            "2019-02-01 22:00:00 | Stop Loss: 107.92 | Take Profit : 105.84\n",
            "2019-02-01 22:00:00 | selling 107.6813 units at 107.19\n",
            "2019-02-01 22:00:00 | current balance 23084.72\n",
            "2019-02-01 22:00:00 | current net wealth 11542.36\n",
            "2019-02-01 22:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2019-02-01 23:00:00 | buying 107.6813 units at 106.73\n",
            "2019-02-01 23:00:00 | current balance 11591.89\n",
            "2019-02-01 23:00:00 | current net wealth 11591.89\n",
            "2019-02-01 23:00:00 | !!! StopLoss Activated at 107.92 !!!\n",
            "2019-02-01 23:00:00 | Short Position Closed  with 0.73 Loss :((( \n",
            "=======================================================\n",
            "2019-02-02 11:00:00 | Stop Loss: 108.03 | Take Profit : 106.15\n",
            "2019-02-02 11:00:00 | selling 107.4418 units at 107.89\n",
            "2019-02-02 11:00:00 | current balance 23183.79\n",
            "2019-02-02 11:00:00 | current net wealth 11591.89\n",
            "2019-02-02 11:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2019-02-02 13:00:00 | buying 107.4418 units at 107.64\n",
            "2019-02-02 13:00:00 | current balance 11618.75\n",
            "2019-02-02 13:00:00 | current net wealth 11618.75\n",
            "2019-02-02 13:00:00 | !!! StopLoss Activated at 108.03 !!!\n",
            "2019-02-02 13:00:00 | Short Position Closed  with 0.14 Loss :((( \n",
            "=======================================================\n",
            "2019-02-02 14:00:00 | Stop Loss: 108.40 | Take Profit : 106.14\n",
            "2019-02-02 14:00:00 | selling 107.8206 units at 107.76\n",
            "2019-02-02 14:00:00 | current balance 23237.50\n",
            "2019-02-02 14:00:00 | current net wealth 11618.75\n",
            "2019-02-02 14:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2019-02-02 23:00:00 | buying 107.8206 units at 110.42\n",
            "2019-02-02 23:00:00 | current balance 11331.95\n",
            "2019-02-02 23:00:00 | current net wealth 11331.95\n",
            "2019-02-02 23:00:00 | !!! StopLoss Activated at 108.40 !!!\n",
            "2019-02-02 23:00:00 | Short Position Closed  with 0.64 Loss :((( \n",
            "=======================================================\n",
            "2019-02-05 15:00:00 | Stop Loss: 107.03 | Take Profit : 108.12\n",
            "2019-02-05 15:00:00 | buying 105.9853 units at 106.92\n",
            "2019-02-05 15:00:00 | current balance -0.00\n",
            "2019-02-05 15:00:00 | current net wealth 11331.95\n",
            "2019-02-05 15:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-02-05 16:00:00 | selling 105.9853 units at 106.74\n",
            "2019-02-05 16:00:00 | current balance 11312.87\n",
            "2019-02-05 16:00:00 | current net wealth 11312.87\n",
            "2019-02-05 16:00:00 | !!! StopLoss Activated at 107.03 !!!\n",
            "2019-02-05 16:00:00 | Long Position Closed with -0.11 Loss :((( \n",
            "=======================================================\n",
            "2019-02-10 15:00:00 | Stop Loss: 115.70 | Take Profit : 119.40\n",
            "2019-02-10 15:00:00 | buying 96.8568 units at 116.80\n",
            "2019-02-10 15:00:00 | current balance -0.00\n",
            "2019-02-10 15:00:00 | current net wealth 11312.87\n",
            "2019-02-10 15:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-02-10 22:00:00 | selling 96.8568 units at 121.61\n",
            "2019-02-10 22:00:00 | current balance 11778.75\n",
            "2019-02-10 22:00:00 | current net wealth 11778.75\n",
            "2019-02-10 22:00:00 | $$$ Take Profit Activated at 119.40 $$$\n",
            "2019-02-10 22:00:00 | Long Position Closed with 2.60 Profit :)))\n",
            "=======================================================\n",
            "2019-02-14 12:00:00 | Stop Loss: 119.98 | Take Profit : 124.38\n",
            "2019-02-14 12:00:00 | buying 97.2566 units at 121.11\n",
            "2019-02-14 12:00:00 | current balance 0.01\n",
            "2019-02-14 12:00:00 | current net wealth 11778.75\n",
            "2019-02-14 12:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-02-16 16:00:00 | selling 97.2566 units at 123.27\n",
            "2019-02-16 16:00:00 | current balance 11988.83\n",
            "2019-02-16 16:00:00 | current net wealth 11988.83\n",
            "2019-02-16 16:00:00 | $$$ Take Profit Activated at 124.38 $$$\n",
            "2019-02-16 16:00:00 | Long Position Closed with 3.27 Profit :)))\n",
            "=======================================================\n",
            "2019-03-01 17:00:00 | Stop Loss: 137.92 | Take Profit : 135.12\n",
            "2019-03-01 17:00:00 | selling 87.3058 units at 137.32\n",
            "2019-03-01 17:00:00 | current balance 23977.66\n",
            "2019-03-01 17:00:00 | current net wealth 11988.83\n",
            "2019-03-01 17:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2019-03-01 23:00:00 | buying 87.3058 units at 135.32\n",
            "2019-03-01 23:00:00 | current balance 12163.44\n",
            "2019-03-01 23:00:00 | current net wealth 12163.44\n",
            "2019-03-01 23:00:00 | $$$ take profit activated at 135.12 $$$\n",
            "2019-03-01 23:00:00 | Short Position Closed  with 2.20 Profit :)))\n",
            "=======================================================\n",
            "2019-03-07 11:00:00 | Stop Loss: 135.06 | Take Profit : 140.06\n",
            "2019-03-07 11:00:00 | buying 89.0899 units at 136.53\n",
            "2019-03-07 11:00:00 | current balance -0.01\n",
            "2019-03-07 11:00:00 | current net wealth 12163.44\n",
            "2019-03-07 11:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-03-08 22:00:00 | selling 89.0899 units at 133.11\n",
            "2019-03-08 22:00:00 | current balance 11858.75\n",
            "2019-03-08 22:00:00 | current net wealth 11858.75\n",
            "2019-03-08 22:00:00 | !!! StopLoss Activated at 135.06 !!!\n",
            "2019-03-08 22:00:00 | Long Position Closed with 1.47 Loss :((( \n",
            "=======================================================\n",
            "2019-03-10 14:00:00 | Stop Loss: 133.90 | Take Profit : 136.59\n",
            "2019-03-10 14:00:00 | buying 87.5443 units at 135.46\n",
            "2019-03-10 14:00:00 | current balance -0.00\n",
            "2019-03-10 14:00:00 | current net wealth 11858.75\n",
            "2019-03-10 14:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-03-11 05:00:00 | selling 87.5443 units at 133.87\n",
            "2019-03-11 05:00:00 | current balance 11719.55\n",
            "2019-03-11 05:00:00 | current net wealth 11719.55\n",
            "2019-03-11 05:00:00 | !!! StopLoss Activated at 133.90 !!!\n",
            "2019-03-11 05:00:00 | Long Position Closed with 1.56 Loss :((( \n",
            "=======================================================\n",
            "2019-03-11 07:00:00 | Stop Loss: 132.88 | Take Profit : 136.39\n",
            "2019-03-11 07:00:00 | buying 87.7541 units at 133.55\n",
            "2019-03-11 07:00:00 | current balance -0.01\n",
            "2019-03-11 07:00:00 | current net wealth 11719.55\n",
            "2019-03-11 07:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-03-11 09:00:00 | selling 87.7541 units at 134.12\n",
            "2019-03-11 09:00:00 | current balance 11769.57\n",
            "2019-03-11 09:00:00 | current net wealth 11769.57\n",
            "2019-03-11 09:00:00 | !!! StopLoss Activated at 132.88 !!!\n",
            "2019-03-11 09:00:00 | Long Position Closed with 0.67 Loss :((( \n",
            "=======================================================\n",
            "2019-03-15 10:00:00 | Stop Loss: 134.07 | Take Profit : 132.25\n",
            "2019-03-15 10:00:00 | selling 87.9968 units at 133.75\n",
            "2019-03-15 10:00:00 | current balance 23539.15\n",
            "2019-03-15 10:00:00 | current net wealth 11769.57\n",
            "2019-03-15 10:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2019-03-15 11:00:00 | buying 87.9968 units at 134.91\n",
            "2019-03-15 11:00:00 | current balance 11667.50\n",
            "2019-03-15 11:00:00 | current net wealth 11667.50\n",
            "2019-03-15 11:00:00 | !!! StopLoss Activated at 134.07 !!!\n",
            "2019-03-15 11:00:00 | Short Position Closed  with 0.32 Loss :((( \n",
            "=======================================================\n",
            "2019-03-23 11:00:00 | Stop Loss: 138.28 | Take Profit : 135.79\n",
            "2019-03-23 11:00:00 | selling 85.1083 units at 137.09\n",
            "2019-03-23 11:00:00 | current balance 23335.00\n",
            "2019-03-23 11:00:00 | current net wealth 11667.50\n",
            "2019-03-23 11:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2019-03-24 02:00:00 | buying 85.1083 units at 136.01\n",
            "2019-03-24 02:00:00 | current balance 11759.42\n",
            "2019-03-24 02:00:00 | current net wealth 11759.42\n",
            "2019-03-24 02:00:00 | $$$ take profit activated at 135.79 $$$\n",
            "2019-03-24 02:00:00 | Short Position Closed  with 1.30 Profit :)))\n",
            "=======================================================\n",
            "2019-03-28 20:00:00 | Stop Loss: 137.24 | Take Profit : 138.44\n",
            "2019-03-28 20:00:00 | buying 85.4236 units at 137.66\n",
            "2019-03-28 20:00:00 | current balance 0.00\n",
            "2019-03-28 20:00:00 | current net wealth 11759.42\n",
            "2019-03-28 20:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-03-29 00:00:00 | selling 85.4236 units at 138.06\n",
            "2019-03-29 00:00:00 | current balance 11793.58\n",
            "2019-03-29 00:00:00 | current net wealth 11793.58\n",
            "2019-03-29 00:00:00 | $$$ Take Profit Activated at 138.44 $$$\n",
            "2019-03-29 00:00:00 | Long Position Closed with 0.78 Profit :)))\n",
            "=======================================================\n",
            "2019-03-31 02:00:00 | Stop Loss: 139.97 | Take Profit : 142.41\n",
            "2019-03-31 02:00:00 | buying 83.7613 units at 140.80\n",
            "2019-03-31 02:00:00 | current balance -0.01\n",
            "2019-03-31 02:00:00 | current net wealth 11793.58\n",
            "2019-03-31 02:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-04-01 00:00:00 | selling 83.7613 units at 141.90\n",
            "2019-04-01 00:00:00 | current balance 11885.72\n",
            "2019-04-01 00:00:00 | current net wealth 11885.72\n",
            "2019-04-01 00:00:00 | !!! StopLoss Activated at 139.97 !!!\n",
            "2019-04-01 00:00:00 | Long Position Closed with 0.83 Loss :((( \n",
            "=======================================================\n",
            "2019-04-04 17:00:00 | Stop Loss: 154.15 | Take Profit : 162.66\n",
            "2019-04-04 17:00:00 | buying 77.3156 units at 153.73\n",
            "2019-04-04 17:00:00 | current balance -0.00\n",
            "2019-04-04 17:00:00 | current net wealth 11885.72\n",
            "2019-04-04 17:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-04-04 18:00:00 | selling 77.3156 units at 155.06\n",
            "2019-04-04 18:00:00 | current balance 11988.55\n",
            "2019-04-04 18:00:00 | current net wealth 11988.55\n",
            "2019-04-04 18:00:00 | !!! StopLoss Activated at 154.15 !!!\n",
            "2019-04-04 18:00:00 | Long Position Closed with -0.42 Loss :((( \n",
            "=======================================================\n",
            "2019-04-09 02:00:00 | Stop Loss: 174.13 | Take Profit : 182.16\n",
            "2019-04-09 02:00:00 | buying 68.2564 units at 175.64\n",
            "2019-04-09 02:00:00 | current balance -0.00\n",
            "2019-04-09 02:00:00 | current net wealth 11988.55\n",
            "2019-04-09 02:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-04-09 03:00:00 | selling 68.2564 units at 174.85\n",
            "2019-04-09 03:00:00 | current balance 11934.63\n",
            "2019-04-09 03:00:00 | current net wealth 11934.63\n",
            "2019-04-09 03:00:00 | !!! StopLoss Activated at 174.13 !!!\n",
            "2019-04-09 03:00:00 | Long Position Closed with 1.51 Loss :((( \n",
            "=======================================================\n",
            "2019-04-09 23:00:00 | Stop Loss: 173.65 | Take Profit : 177.27\n",
            "2019-04-09 23:00:00 | buying 68.3541 units at 174.60\n",
            "2019-04-09 23:00:00 | current balance 0.00\n",
            "2019-04-09 23:00:00 | current net wealth 11934.63\n",
            "2019-04-09 23:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-04-10 01:00:00 | selling 68.3541 units at 178.13\n",
            "2019-04-10 01:00:00 | current balance 12175.92\n",
            "2019-04-10 01:00:00 | current net wealth 12175.92\n",
            "2019-04-10 01:00:00 | $$$ Take Profit Activated at 177.27 $$$\n",
            "2019-04-10 01:00:00 | Long Position Closed with 2.67 Profit :)))\n",
            "=======================================================\n",
            "2019-04-16 17:00:00 | Stop Loss: 164.70 | Take Profit : 160.16\n",
            "2019-04-16 17:00:00 | selling 73.4507 units at 165.77\n",
            "2019-04-16 17:00:00 | current balance 24351.84\n",
            "2019-04-16 17:00:00 | current net wealth 12175.92\n",
            "2019-04-16 17:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2019-04-16 18:00:00 | buying 73.4507 units at 164.24\n",
            "2019-04-16 18:00:00 | current balance 12288.30\n",
            "2019-04-16 18:00:00 | current net wealth 12288.30\n",
            "2019-04-16 18:00:00 | !!! StopLoss Activated at 164.70 !!!\n",
            "2019-04-16 18:00:00 | Short Position Closed  with -1.07 Loss :((( \n",
            "=======================================================\n",
            "2019-04-17 05:00:00 | Stop Loss: 167.43 | Take Profit : 163.66\n",
            "2019-04-17 05:00:00 | selling 74.3259 units at 165.33\n",
            "2019-04-17 05:00:00 | current balance 24576.60\n",
            "2019-04-17 05:00:00 | current net wealth 12288.30\n",
            "2019-04-17 05:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2019-04-18 01:00:00 | buying 74.3259 units at 171.45\n",
            "2019-04-18 01:00:00 | current balance 11833.42\n",
            "2019-04-18 01:00:00 | current net wealth 11833.42\n",
            "2019-04-18 01:00:00 | !!! StopLoss Activated at 167.43 !!!\n",
            "2019-04-18 01:00:00 | Short Position Closed  with 2.10 Loss :((( \n",
            "=======================================================\n",
            "2019-04-21 08:00:00 | Stop Loss: 170.34 | Take Profit : 173.36\n",
            "2019-04-21 08:00:00 | buying 69.6493 units at 169.90\n",
            "2019-04-21 08:00:00 | current balance 0.01\n",
            "2019-04-21 08:00:00 | current net wealth 11833.42\n",
            "2019-04-21 08:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-04-21 09:00:00 | selling 69.6493 units at 167.37\n",
            "2019-04-21 09:00:00 | current balance 11657.21\n",
            "2019-04-21 09:00:00 | current net wealth 11657.21\n",
            "2019-04-21 09:00:00 | !!! StopLoss Activated at 170.34 !!!\n",
            "2019-04-21 09:00:00 | Long Position Closed with -0.44 Loss :((( \n",
            "=======================================================\n",
            "2019-04-27 17:00:00 | Stop Loss: 159.12 | Take Profit : 156.49\n",
            "2019-04-27 17:00:00 | selling 72.3152 units at 161.20\n",
            "2019-04-27 17:00:00 | current balance 23314.42\n",
            "2019-04-27 17:00:00 | current net wealth 11657.21\n",
            "2019-04-27 17:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2019-04-27 18:00:00 | buying 72.3152 units at 160.66\n",
            "2019-04-27 18:00:00 | current balance 11696.26\n",
            "2019-04-27 18:00:00 | current net wealth 11696.26\n",
            "2019-04-27 18:00:00 | !!! StopLoss Activated at 159.12 !!!\n",
            "2019-04-27 18:00:00 | Short Position Closed  with -2.08 Loss :((( \n",
            "=======================================================\n",
            "2019-04-27 19:00:00 | Stop Loss: 161.57 | Take Profit : 156.50\n",
            "2019-04-27 19:00:00 | selling 72.49 units at 161.35\n",
            "2019-04-27 19:00:00 | current balance 23392.52\n",
            "2019-04-27 19:00:00 | current net wealth 11696.26\n",
            "2019-04-27 19:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2019-04-29 09:00:00 | buying 72.49 units at 157.16\n",
            "2019-04-29 09:00:00 | current balance 12000.00\n",
            "2019-04-29 09:00:00 | current net wealth 12000.00\n",
            "2019-04-29 09:00:00 | $$$ take profit activated at 156.50 $$$\n",
            "2019-04-29 09:00:00 | Short Position Closed  with 4.85 Profit :)))\n",
            "=======================================================\n",
            "2019-05-01 05:00:00 | Stop Loss: 164.02 | Take Profit : 157.69\n",
            "2019-05-01 05:00:00 | selling 74.6733 units at 160.70\n",
            "2019-05-01 05:00:00 | current balance 23999.99\n",
            "2019-05-01 05:00:00 | current net wealth 12000.00\n",
            "2019-05-01 05:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2019-05-03 02:00:00 | buying 74.6733 units at 163.13\n",
            "2019-05-03 02:00:00 | current balance 11818.54\n",
            "2019-05-03 02:00:00 | current net wealth 11818.54\n",
            "2019-05-03 02:00:00 | !!! StopLoss Activated at 164.02 !!!\n",
            "2019-05-03 02:00:00 | Short Position Closed  with 3.32 Loss :((( \n",
            "=======================================================\n",
            "2019-05-05 19:00:00 | Stop Loss: 159.04 | Take Profit : 163.58\n",
            "2019-05-05 19:00:00 | buying 72.6445 units at 162.69\n",
            "2019-05-05 19:00:00 | current balance 0.01\n",
            "2019-05-05 19:00:00 | current net wealth 11818.54\n",
            "2019-05-05 19:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-05-05 20:00:00 | selling 72.6445 units at 164.28\n",
            "2019-05-05 20:00:00 | current balance 11934.04\n",
            "2019-05-05 20:00:00 | current net wealth 11934.04\n",
            "2019-05-05 20:00:00 | $$$ Take Profit Activated at 163.58 $$$\n",
            "2019-05-05 20:00:00 | Long Position Closed with 0.89 Profit :)))\n",
            "=======================================================\n",
            "2019-05-17 03:00:00 | Stop Loss: 240.11 | Take Profit : 271.34\n",
            "2019-05-17 03:00:00 | buying 49.5909 units at 240.65\n",
            "2019-05-17 03:00:00 | current balance -0.01\n",
            "2019-05-17 03:00:00 | current net wealth 11934.04\n",
            "2019-05-17 03:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-05-17 05:00:00 | selling 49.5909 units at 239.59\n",
            "2019-05-17 05:00:00 | current balance 11881.48\n",
            "2019-05-17 05:00:00 | current net wealth 11881.48\n",
            "2019-05-17 05:00:00 | !!! StopLoss Activated at 240.11 !!!\n",
            "2019-05-17 05:00:00 | Long Position Closed with 0.54 Loss :((( \n",
            "=======================================================\n",
            "2019-05-17 11:00:00 | Stop Loss: 230.74 | Take Profit : 261.41\n",
            "2019-05-17 11:00:00 | buying 51.8547 units at 229.13\n",
            "2019-05-17 11:00:00 | current balance 0.01\n",
            "2019-05-17 11:00:00 | current net wealth 11881.48\n",
            "2019-05-17 11:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-05-17 12:00:00 | selling 51.8547 units at 235.53\n",
            "2019-05-17 12:00:00 | current balance 12213.35\n",
            "2019-05-17 12:00:00 | current net wealth 12213.35\n",
            "2019-05-17 12:00:00 | !!! StopLoss Activated at 230.74 !!!\n",
            "2019-05-17 12:00:00 | Long Position Closed with -1.61 Loss :((( \n",
            "=======================================================\n",
            "2019-05-17 13:00:00 | Stop Loss: 223.03 | Take Profit : 246.82\n",
            "2019-05-17 13:00:00 | buying 50.7726 units at 240.55\n",
            "2019-05-17 13:00:00 | current balance -0.00\n",
            "2019-05-17 13:00:00 | current net wealth 12213.35\n",
            "2019-05-17 13:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-05-18 00:00:00 | selling 50.7726 units at 239.67\n",
            "2019-05-18 00:00:00 | current balance 12168.67\n",
            "2019-05-18 00:00:00 | current net wealth 12168.67\n",
            "2019-05-18 00:00:00 | $$$ Take Profit Activated at 246.82 $$$\n",
            "2019-05-18 00:00:00 | Long Position Closed with 6.27 Profit :)))\n",
            "=======================================================\n",
            "2019-05-19 00:00:00 | Stop Loss: 232.85 | Take Profit : 240.71\n",
            "2019-05-19 00:00:00 | buying 51.7551 units at 235.12\n",
            "2019-05-19 00:00:00 | current balance 0.01\n",
            "2019-05-19 00:00:00 | current net wealth 12168.67\n",
            "2019-05-19 00:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-05-19 01:00:00 | selling 51.7551 units at 243.59\n",
            "2019-05-19 01:00:00 | current balance 12607.03\n",
            "2019-05-19 01:00:00 | current net wealth 12607.03\n",
            "2019-05-19 01:00:00 | $$$ Take Profit Activated at 240.71 $$$\n",
            "2019-05-19 01:00:00 | Long Position Closed with 5.59 Profit :)))\n",
            "=======================================================\n",
            "2019-05-20 12:00:00 | Stop Loss: 245.15 | Take Profit : 255.18\n",
            "2019-05-20 12:00:00 | buying 51.8744 units at 243.03\n",
            "2019-05-20 12:00:00 | current balance -0.00\n",
            "2019-05-20 12:00:00 | current net wealth 12607.03\n",
            "2019-05-20 12:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-05-20 13:00:00 | selling 51.8744 units at 245.08\n",
            "2019-05-20 13:00:00 | current balance 12713.38\n",
            "2019-05-20 13:00:00 | current net wealth 12713.38\n",
            "2019-05-20 13:00:00 | !!! StopLoss Activated at 245.15 !!!\n",
            "2019-05-20 13:00:00 | Long Position Closed with -2.12 Loss :((( \n",
            "=======================================================\n",
            "2019-05-20 14:00:00 | Stop Loss: 237.50 | Take Profit : 255.14\n",
            "2019-05-20 14:00:00 | buying 51.5463 units at 246.64\n",
            "2019-05-20 14:00:00 | current balance -0.00\n",
            "2019-05-20 14:00:00 | current net wealth 12713.38\n",
            "2019-05-20 14:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-05-20 21:00:00 | selling 51.5463 units at 251.44\n",
            "2019-05-20 21:00:00 | current balance 12960.80\n",
            "2019-05-20 21:00:00 | current net wealth 12960.80\n",
            "2019-05-20 21:00:00 | $$$ Take Profit Activated at 255.14 $$$\n",
            "2019-05-20 21:00:00 | Long Position Closed with 8.50 Profit :)))\n",
            "=======================================================\n",
            "2019-05-22 21:00:00 | Stop Loss: 241.24 | Take Profit : 256.57\n",
            "2019-05-22 21:00:00 | buying 53.3344 units at 243.01\n",
            "2019-05-22 21:00:00 | current balance 0.01\n",
            "2019-05-22 21:00:00 | current net wealth 12960.80\n",
            "2019-05-22 21:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-05-22 22:00:00 | selling 53.3344 units at 245.95\n",
            "2019-05-22 22:00:00 | current balance 13117.60\n",
            "2019-05-22 22:00:00 | current net wealth 13117.60\n",
            "2019-05-22 22:00:00 | !!! StopLoss Activated at 241.24 !!!\n",
            "2019-05-22 22:00:00 | Long Position Closed with 1.77 Loss :((( \n",
            "=======================================================\n",
            "2019-05-24 07:00:00 | Stop Loss: 247.66 | Take Profit : 241.86\n",
            "2019-05-24 07:00:00 | selling 53.155 units at 246.78\n",
            "2019-05-24 07:00:00 | current balance 26235.19\n",
            "2019-05-24 07:00:00 | current net wealth 13117.60\n",
            "2019-05-24 07:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2019-05-24 08:00:00 | buying 53.155 units at 249.01\n",
            "2019-05-24 08:00:00 | current balance 12999.07\n",
            "2019-05-24 08:00:00 | current net wealth 12999.07\n",
            "2019-05-24 08:00:00 | !!! StopLoss Activated at 247.66 !!!\n",
            "2019-05-24 08:00:00 | Short Position Closed  with 0.88 Loss :((( \n",
            "=======================================================\n",
            "2019-05-26 05:00:00 | Stop Loss: 246.06 | Take Profit : 251.75\n",
            "2019-05-26 05:00:00 | buying 52.6854 units at 246.73\n",
            "2019-05-26 05:00:00 | current balance -0.00\n",
            "2019-05-26 05:00:00 | current net wealth 12999.07\n",
            "2019-05-26 05:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-05-26 06:00:00 | selling 52.6854 units at 247.20\n",
            "2019-05-26 06:00:00 | current balance 13023.83\n",
            "2019-05-26 06:00:00 | current net wealth 13023.83\n",
            "2019-05-26 06:00:00 | !!! StopLoss Activated at 246.06 !!!\n",
            "2019-05-26 06:00:00 | Long Position Closed with 0.67 Loss :((( \n",
            "=======================================================\n",
            "2019-05-26 08:00:00 | Stop Loss: 245.16 | Take Profit : 251.74\n",
            "2019-05-26 08:00:00 | buying 52.3024 units at 249.01\n",
            "2019-05-26 08:00:00 | current balance 0.01\n",
            "2019-05-26 08:00:00 | current net wealth 13023.83\n",
            "2019-05-26 08:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-05-26 11:00:00 | selling 52.3024 units at 246.10\n",
            "2019-05-26 11:00:00 | current balance 12871.63\n",
            "2019-05-26 11:00:00 | current net wealth 12871.63\n",
            "2019-05-26 11:00:00 | !!! StopLoss Activated at 245.16 !!!\n",
            "2019-05-26 11:00:00 | Long Position Closed with 3.85 Loss :((( \n",
            "=======================================================\n",
            "2019-05-26 14:00:00 | Stop Loss: 244.87 | Take Profit : 249.64\n",
            "2019-05-26 14:00:00 | buying 51.6373 units at 249.27\n",
            "2019-05-26 14:00:00 | current balance -0.00\n",
            "2019-05-26 14:00:00 | current net wealth 12871.63\n",
            "2019-05-26 14:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-05-26 18:00:00 | selling 51.6373 units at 250.17\n",
            "2019-05-26 18:00:00 | current balance 12918.10\n",
            "2019-05-26 18:00:00 | current net wealth 12918.10\n",
            "2019-05-26 18:00:00 | $$$ Take Profit Activated at 249.64 $$$\n",
            "2019-05-26 18:00:00 | Long Position Closed with 0.37 Profit :)))\n",
            "=======================================================\n",
            "2019-06-03 01:00:00 | Stop Loss: 264.96 | Take Profit : 270.41\n",
            "2019-06-03 01:00:00 | buying 48.3951 units at 266.93\n",
            "2019-06-03 01:00:00 | current balance -0.00\n",
            "2019-06-03 01:00:00 | current net wealth 12918.10\n",
            "2019-06-03 01:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-06-03 05:00:00 | selling 48.3951 units at 265.73\n",
            "2019-06-03 05:00:00 | current balance 12860.03\n",
            "2019-06-03 05:00:00 | current net wealth 12860.03\n",
            "2019-06-03 05:00:00 | !!! StopLoss Activated at 264.96 !!!\n",
            "2019-06-03 05:00:00 | Long Position Closed with 1.97 Loss :((( \n",
            "=======================================================\n",
            "2019-06-03 06:00:00 | Stop Loss: 263.80 | Take Profit : 270.40\n",
            "2019-06-03 06:00:00 | buying 48.838 units at 263.32\n",
            "2019-06-03 06:00:00 | current balance 0.00\n",
            "2019-06-03 06:00:00 | current net wealth 12860.03\n",
            "2019-06-03 06:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-06-03 07:00:00 | selling 48.838 units at 261.51\n",
            "2019-06-03 07:00:00 | current balance 12771.63\n",
            "2019-06-03 07:00:00 | current net wealth 12771.63\n",
            "2019-06-03 07:00:00 | !!! StopLoss Activated at 263.80 !!!\n",
            "2019-06-03 07:00:00 | Long Position Closed with -0.48 Loss :((( \n",
            "=======================================================\n",
            "2019-06-06 04:00:00 | Stop Loss: 250.74 | Take Profit : 241.83\n",
            "2019-06-06 04:00:00 | selling 51.9742 units at 245.73\n",
            "2019-06-06 04:00:00 | current balance 25543.25\n",
            "2019-06-06 04:00:00 | current net wealth 12771.63\n",
            "2019-06-06 04:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2019-06-06 13:00:00 | buying 51.9742 units at 243.33\n",
            "2019-06-06 13:00:00 | current balance 12896.37\n",
            "2019-06-06 13:00:00 | current net wealth 12896.37\n",
            "2019-06-06 13:00:00 | $$$ take profit activated at 241.83 $$$\n",
            "2019-06-06 13:00:00 | Short Position Closed  with 3.90 Profit :)))\n",
            "=======================================================\n",
            "2019-06-07 17:00:00 | Stop Loss: 253.54 | Take Profit : 245.95\n",
            "2019-06-07 17:00:00 | selling 51.1031 units at 252.36\n",
            "2019-06-07 17:00:00 | current balance 25792.75\n",
            "2019-06-07 17:00:00 | current net wealth 12896.37\n",
            "2019-06-07 17:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2019-06-08 06:00:00 | buying 51.1031 units at 246.09\n",
            "2019-06-08 06:00:00 | current balance 13216.78\n",
            "2019-06-08 06:00:00 | current net wealth 13216.78\n",
            "2019-06-08 06:00:00 | $$$ take profit activated at 245.95 $$$\n",
            "2019-06-08 06:00:00 | Short Position Closed  with 6.41 Profit :)))\n",
            "=======================================================\n",
            "2019-06-13 23:00:00 | Stop Loss: 253.58 | Take Profit : 261.44\n",
            "2019-06-13 23:00:00 | buying 51.8977 units at 254.67\n",
            "2019-06-13 23:00:00 | current balance -0.00\n",
            "2019-06-13 23:00:00 | current net wealth 13216.78\n",
            "2019-06-13 23:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-06-14 01:00:00 | selling 51.8977 units at 253.05\n",
            "2019-06-14 01:00:00 | current balance 13132.71\n",
            "2019-06-14 01:00:00 | current net wealth 13132.71\n",
            "2019-06-14 01:00:00 | !!! StopLoss Activated at 253.58 !!!\n",
            "2019-06-14 01:00:00 | Long Position Closed with 1.09 Loss :((( \n",
            "=======================================================\n",
            "2019-06-18 15:00:00 | Stop Loss: 263.95 | Take Profit : 269.61\n",
            "2019-06-18 15:00:00 | buying 49.1954 units at 266.95\n",
            "2019-06-18 15:00:00 | current balance -0.00\n",
            "2019-06-18 15:00:00 | current net wealth 13132.71\n",
            "2019-06-18 15:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-06-18 16:00:00 | selling 49.1954 units at 264.52\n",
            "2019-06-18 16:00:00 | current balance 13013.17\n",
            "2019-06-18 16:00:00 | current net wealth 13013.17\n",
            "2019-06-18 16:00:00 | !!! StopLoss Activated at 263.95 !!!\n",
            "2019-06-18 16:00:00 | Long Position Closed with 3.00 Loss :((( \n",
            "=======================================================\n",
            "2019-06-18 17:00:00 | Stop Loss: 263.42 | Take Profit : 269.59\n",
            "2019-06-18 17:00:00 | buying 49.1768 units at 264.62\n",
            "2019-06-18 17:00:00 | current balance 0.00\n",
            "2019-06-18 17:00:00 | current net wealth 13013.17\n",
            "2019-06-18 17:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-06-18 20:00:00 | selling 49.1768 units at 263.62\n",
            "2019-06-18 20:00:00 | current balance 12963.99\n",
            "2019-06-18 20:00:00 | current net wealth 12963.99\n",
            "2019-06-18 20:00:00 | !!! StopLoss Activated at 263.42 !!!\n",
            "2019-06-18 20:00:00 | Long Position Closed with 1.20 Loss :((( \n",
            "=======================================================\n",
            "2019-06-18 21:00:00 | Stop Loss: 261.79 | Take Profit : 268.85\n",
            "2019-06-18 21:00:00 | buying 49.413 units at 262.36\n",
            "2019-06-18 21:00:00 | current balance -0.01\n",
            "2019-06-18 21:00:00 | current net wealth 12963.99\n",
            "2019-06-18 21:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-06-18 22:00:00 | selling 49.413 units at 263.30\n",
            "2019-06-18 22:00:00 | current balance 13010.44\n",
            "2019-06-18 22:00:00 | current net wealth 13010.44\n",
            "2019-06-18 22:00:00 | !!! StopLoss Activated at 261.79 !!!\n",
            "2019-06-18 22:00:00 | Long Position Closed with 0.57 Loss :((( \n",
            "=======================================================\n",
            "2019-06-18 23:00:00 | Stop Loss: 261.19 | Take Profit : 268.85\n",
            "2019-06-18 23:00:00 | buying 49.1591 units at 264.66\n",
            "2019-06-18 23:00:00 | current balance -0.01\n",
            "2019-06-18 23:00:00 | current net wealth 13010.44\n",
            "2019-06-18 23:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-06-19 07:00:00 | selling 49.1591 units at 269.10\n",
            "2019-06-19 07:00:00 | current balance 13228.70\n",
            "2019-06-19 07:00:00 | current net wealth 13228.70\n",
            "2019-06-19 07:00:00 | $$$ Take Profit Activated at 268.85 $$$\n",
            "2019-06-19 07:00:00 | Long Position Closed with 4.19 Profit :)))\n",
            "=======================================================\n",
            "2019-06-28 21:00:00 | Stop Loss: 314.22 | Take Profit : 302.64\n",
            "2019-06-28 21:00:00 | selling 42.7242 units at 309.63\n",
            "2019-06-28 21:00:00 | current balance 26457.40\n",
            "2019-06-28 21:00:00 | current net wealth 13228.70\n",
            "2019-06-28 21:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2019-06-29 02:00:00 | buying 42.7242 units at 301.36\n",
            "2019-06-29 02:00:00 | current balance 13582.03\n",
            "2019-06-29 02:00:00 | current net wealth 13582.03\n",
            "2019-06-29 02:00:00 | $$$ take profit activated at 302.64 $$$\n",
            "2019-06-29 02:00:00 | Short Position Closed  with 6.99 Profit :)))\n",
            "=======================================================\n",
            "2019-07-06 15:00:00 | Stop Loss: 294.66 | Take Profit : 287.87\n",
            "2019-07-06 15:00:00 | selling 46.058 units at 294.89\n",
            "2019-07-06 15:00:00 | current balance 27164.08\n",
            "2019-07-06 15:00:00 | current net wealth 13582.03\n",
            "2019-07-06 15:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2019-07-06 16:00:00 | buying 46.058 units at 293.73\n",
            "2019-07-06 16:00:00 | current balance 13635.46\n",
            "2019-07-06 16:00:00 | current net wealth 13635.46\n",
            "2019-07-06 16:00:00 | !!! StopLoss Activated at 294.66 !!!\n",
            "2019-07-06 16:00:00 | Short Position Closed  with -0.23 Loss :((( \n",
            "=======================================================\n",
            "2019-07-18 05:00:00 | Stop Loss: 219.70 | Take Profit : 206.60\n",
            "2019-07-18 05:00:00 | selling 62.7264 units at 217.38\n",
            "2019-07-18 05:00:00 | current balance 27270.92\n",
            "2019-07-18 05:00:00 | current net wealth 13635.46\n",
            "2019-07-18 05:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2019-07-18 06:00:00 | buying 62.7264 units at 219.38\n",
            "2019-07-18 06:00:00 | current balance 13510.01\n",
            "2019-07-18 06:00:00 | current net wealth 13510.01\n",
            "2019-07-18 06:00:00 | !!! StopLoss Activated at 219.70 !!!\n",
            "2019-07-18 06:00:00 | Short Position Closed  with 2.32 Loss :((( \n",
            "=======================================================\n",
            "2019-07-18 07:00:00 | Stop Loss: 222.36 | Take Profit : 206.59\n",
            "2019-07-18 07:00:00 | selling 62.4798 units at 216.23\n",
            "2019-07-18 07:00:00 | current balance 27020.01\n",
            "2019-07-18 07:00:00 | current net wealth 13510.01\n",
            "2019-07-18 07:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2019-07-18 14:00:00 | buying 62.4798 units at 223.92\n",
            "2019-07-18 14:00:00 | current balance 13029.54\n",
            "2019-07-18 14:00:00 | current net wealth 13029.54\n",
            "2019-07-18 14:00:00 | !!! StopLoss Activated at 222.36 !!!\n",
            "2019-07-18 14:00:00 | Short Position Closed  with 6.13 Loss :((( \n",
            "=======================================================\n",
            "2019-07-18 15:00:00 | Stop Loss: 225.38 | Take Profit : 206.32\n",
            "2019-07-18 15:00:00 | selling 58.1183 units at 224.19\n",
            "2019-07-18 15:00:00 | current balance 26059.08\n",
            "2019-07-18 15:00:00 | current net wealth 13029.54\n",
            "2019-07-18 15:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2019-07-18 16:00:00 | buying 58.1183 units at 223.54\n",
            "2019-07-18 16:00:00 | current balance 13067.31\n",
            "2019-07-18 16:00:00 | current net wealth 13067.31\n",
            "2019-07-18 16:00:00 | !!! StopLoss Activated at 225.38 !!!\n",
            "2019-07-18 16:00:00 | Short Position Closed  with 1.19 Loss :((( \n",
            "=======================================================\n",
            "2019-07-18 17:00:00 | Stop Loss: 227.19 | Take Profit : 206.31\n",
            "2019-07-18 17:00:00 | selling 58.3492 units at 223.95\n",
            "2019-07-18 17:00:00 | current balance 26134.62\n",
            "2019-07-18 17:00:00 | current net wealth 13067.31\n",
            "2019-07-18 17:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2019-07-18 23:00:00 | buying 58.3492 units at 225.73\n",
            "2019-07-18 23:00:00 | current balance 12963.45\n",
            "2019-07-18 23:00:00 | current net wealth 12963.45\n",
            "2019-07-18 23:00:00 | !!! StopLoss Activated at 227.19 !!!\n",
            "2019-07-18 23:00:00 | Short Position Closed  with 3.24 Loss :((( \n",
            "=======================================================\n",
            "2019-07-19 00:00:00 | Stop Loss: 230.14 | Take Profit : 206.20\n",
            "2019-07-19 00:00:00 | selling 57.6948 units at 224.69\n",
            "2019-07-19 00:00:00 | current balance 25926.90\n",
            "2019-07-19 00:00:00 | current net wealth 12963.45\n",
            "2019-07-19 00:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2019-07-20 16:00:00 | buying 57.6948 units at 233.92\n",
            "2019-07-20 16:00:00 | current balance 12430.93\n",
            "2019-07-20 16:00:00 | current net wealth 12430.93\n",
            "2019-07-20 16:00:00 | !!! StopLoss Activated at 230.14 !!!\n",
            "2019-07-20 16:00:00 | Short Position Closed  with 5.45 Loss :((( \n",
            "=======================================================\n",
            "2019-07-20 18:00:00 | Stop Loss: 235.41 | Take Profit : 222.87\n",
            "2019-07-20 18:00:00 | selling 53.5055 units at 232.33\n",
            "2019-07-20 18:00:00 | current balance 24861.86\n",
            "2019-07-20 18:00:00 | current net wealth 12430.93\n",
            "2019-07-20 18:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2019-07-21 03:00:00 | buying 53.5055 units at 224.13\n",
            "2019-07-21 03:00:00 | current balance 12869.67\n",
            "2019-07-21 03:00:00 | current net wealth 12869.67\n",
            "2019-07-21 03:00:00 | $$$ take profit activated at 222.87 $$$\n",
            "2019-07-21 03:00:00 | Short Position Closed  with 9.46 Profit :)))\n",
            "=======================================================\n",
            "2019-07-24 22:00:00 | Stop Loss: 218.62 | Take Profit : 206.98\n",
            "2019-07-24 22:00:00 | selling 60.0517 units at 214.31\n",
            "2019-07-24 22:00:00 | current balance 25739.35\n",
            "2019-07-24 22:00:00 | current net wealth 12869.67\n",
            "2019-07-24 22:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2019-07-25 00:00:00 | buying 60.0517 units at 222.52\n",
            "2019-07-25 00:00:00 | current balance 12376.65\n",
            "2019-07-25 00:00:00 | current net wealth 12376.65\n",
            "2019-07-25 00:00:00 | !!! StopLoss Activated at 218.62 !!!\n",
            "2019-07-25 00:00:00 | Short Position Closed  with 4.31 Loss :((( \n",
            "=======================================================\n",
            "2019-07-29 00:00:00 | Stop Loss: 213.80 | Take Profit : 198.52\n",
            "2019-07-29 00:00:00 | selling 58.8048 units at 210.47\n",
            "2019-07-29 00:00:00 | current balance 24753.30\n",
            "2019-07-29 00:00:00 | current net wealth 12376.65\n",
            "2019-07-29 00:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2019-07-29 01:00:00 | buying 58.8048 units at 213.77\n",
            "2019-07-29 01:00:00 | current balance 12182.59\n",
            "2019-07-29 01:00:00 | current net wealth 12182.59\n",
            "2019-07-29 01:00:00 | !!! StopLoss Activated at 213.80 !!!\n",
            "2019-07-29 01:00:00 | Short Position Closed  with 3.33 Loss :((( \n",
            "=======================================================\n",
            "2019-07-29 02:00:00 | Stop Loss: 216.13 | Take Profit : 198.54\n",
            "2019-07-29 02:00:00 | selling 57.1068 units at 213.33\n",
            "2019-07-29 02:00:00 | current balance 24365.19\n",
            "2019-07-29 02:00:00 | current net wealth 12182.59\n",
            "2019-07-29 02:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2019-07-31 12:00:00 | buying 57.1068 units at 215.57\n",
            "2019-07-31 12:00:00 | current balance 12054.68\n",
            "2019-07-31 12:00:00 | current net wealth 12054.68\n",
            "2019-07-31 12:00:00 | !!! StopLoss Activated at 216.13 !!!\n",
            "2019-07-31 12:00:00 | Short Position Closed  with 2.80 Loss :((( \n",
            "=======================================================\n",
            "2019-08-06 16:00:00 | Stop Loss: 226.09 | Take Profit : 238.87\n",
            "2019-08-06 16:00:00 | buying 52.3866 units at 230.11\n",
            "2019-08-06 16:00:00 | current balance -0.01\n",
            "2019-08-06 16:00:00 | current net wealth 12054.68\n",
            "2019-08-06 16:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-08-06 20:00:00 | selling 52.3866 units at 226.61\n",
            "2019-08-06 20:00:00 | current balance 11871.32\n",
            "2019-08-06 20:00:00 | current net wealth 11871.32\n",
            "2019-08-06 20:00:00 | !!! StopLoss Activated at 226.09 !!!\n",
            "2019-08-06 20:00:00 | Long Position Closed with 4.02 Loss :((( \n",
            "=======================================================\n",
            "2019-08-06 21:00:00 | Stop Loss: 225.12 | Take Profit : 231.37\n",
            "2019-08-06 21:00:00 | buying 52.9355 units at 224.26\n",
            "2019-08-06 21:00:00 | current balance 0.01\n",
            "2019-08-06 21:00:00 | current net wealth 11871.32\n",
            "2019-08-06 21:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-08-06 22:00:00 | selling 52.9355 units at 224.83\n",
            "2019-08-06 22:00:00 | current balance 11901.50\n",
            "2019-08-06 22:00:00 | current net wealth 11901.50\n",
            "2019-08-06 22:00:00 | !!! StopLoss Activated at 225.12 !!!\n",
            "2019-08-06 22:00:00 | Long Position Closed with -0.86 Loss :((( \n",
            "=======================================================\n",
            "2019-08-06 23:00:00 | Stop Loss: 222.76 | Take Profit : 230.60\n",
            "2019-08-06 23:00:00 | buying 52.5963 units at 226.28\n",
            "2019-08-06 23:00:00 | current balance 0.00\n",
            "2019-08-06 23:00:00 | current net wealth 11901.50\n",
            "2019-08-06 23:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-08-07 13:00:00 | selling 52.5963 units at 229.42\n",
            "2019-08-07 13:00:00 | current balance 12066.65\n",
            "2019-08-07 13:00:00 | current net wealth 12066.65\n",
            "2019-08-07 13:00:00 | $$$ Take Profit Activated at 230.60 $$$\n",
            "2019-08-07 13:00:00 | Long Position Closed with 4.32 Profit :)))\n",
            "=======================================================\n",
            "2019-08-11 17:00:00 | Stop Loss: 214.41 | Take Profit : 206.76\n",
            "2019-08-11 17:00:00 | selling 56.2181 units at 214.64\n",
            "2019-08-11 17:00:00 | current balance 24133.30\n",
            "2019-08-11 17:00:00 | current net wealth 12066.65\n",
            "2019-08-11 17:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2019-08-11 18:00:00 | buying 56.2181 units at 215.56\n",
            "2019-08-11 18:00:00 | current balance 12014.93\n",
            "2019-08-11 18:00:00 | current net wealth 12014.93\n",
            "2019-08-11 18:00:00 | !!! StopLoss Activated at 214.41 !!!\n",
            "2019-08-11 18:00:00 | Short Position Closed  with -0.23 Loss :((( \n",
            "=======================================================\n",
            "2019-08-11 19:00:00 | Stop Loss: 216.75 | Take Profit : 206.77\n",
            "2019-08-11 19:00:00 | selling 55.7563 units at 215.49\n",
            "2019-08-11 19:00:00 | current balance 24029.85\n",
            "2019-08-11 19:00:00 | current net wealth 12014.93\n",
            "2019-08-11 19:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2019-08-11 23:00:00 | buying 55.7563 units at 216.42\n",
            "2019-08-11 23:00:00 | current balance 11963.07\n",
            "2019-08-11 23:00:00 | current net wealth 11963.07\n",
            "2019-08-11 23:00:00 | !!! StopLoss Activated at 216.75 !!!\n",
            "2019-08-11 23:00:00 | Short Position Closed  with 1.26 Loss :((( \n",
            "=======================================================\n",
            "2019-08-12 00:00:00 | Stop Loss: 217.15 | Take Profit : 209.75\n",
            "2019-08-12 00:00:00 | selling 55.7849 units at 214.45\n",
            "2019-08-12 00:00:00 | current balance 23926.15\n",
            "2019-08-12 00:00:00 | current net wealth 11963.07\n",
            "2019-08-12 00:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2019-08-12 12:00:00 | buying 55.7849 units at 211.65\n",
            "2019-08-12 12:00:00 | current balance 12119.27\n",
            "2019-08-12 12:00:00 | current net wealth 12119.27\n",
            "2019-08-12 12:00:00 | $$$ take profit activated at 209.75 $$$\n",
            "2019-08-12 12:00:00 | Short Position Closed  with 4.70 Profit :)))\n",
            "=======================================================\n",
            "2019-08-17 10:00:00 | Stop Loss: 186.76 | Take Profit : 183.05\n",
            "2019-08-17 10:00:00 | selling 65.4176 units at 185.26\n",
            "2019-08-17 10:00:00 | current balance 24238.54\n",
            "2019-08-17 10:00:00 | current net wealth 12119.27\n",
            "2019-08-17 10:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2019-08-17 17:00:00 | buying 65.4176 units at 182.77\n",
            "2019-08-17 17:00:00 | current balance 12282.16\n",
            "2019-08-17 17:00:00 | current net wealth 12282.16\n",
            "2019-08-17 17:00:00 | $$$ take profit activated at 183.05 $$$\n",
            "2019-08-17 17:00:00 | Short Position Closed  with 2.21 Profit :)))\n",
            "=======================================================\n",
            "2019-08-17 23:00:00 | Stop Loss: 186.77 | Take Profit : 182.00\n",
            "2019-08-17 23:00:00 | selling 66.179 units at 185.59\n",
            "2019-08-17 23:00:00 | current balance 24564.32\n",
            "2019-08-17 23:00:00 | current net wealth 12282.16\n",
            "2019-08-17 23:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2019-08-18 00:00:00 | buying 66.179 units at 185.39\n",
            "2019-08-18 00:00:00 | current balance 12295.40\n",
            "2019-08-18 00:00:00 | current net wealth 12295.40\n",
            "2019-08-18 00:00:00 | !!! StopLoss Activated at 186.77 !!!\n",
            "2019-08-18 00:00:00 | Short Position Closed  with 1.18 Loss :((( \n",
            "=======================================================\n",
            "2019-08-18 01:00:00 | Stop Loss: 187.17 | Take Profit : 182.00\n",
            "2019-08-18 01:00:00 | selling 66.4257 units at 185.10\n",
            "2019-08-18 01:00:00 | current balance 24590.79\n",
            "2019-08-18 01:00:00 | current net wealth 12295.40\n",
            "2019-08-18 01:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2019-08-18 10:00:00 | buying 66.4257 units at 189.17\n",
            "2019-08-18 10:00:00 | current balance 12025.04\n",
            "2019-08-18 10:00:00 | current net wealth 12025.04\n",
            "2019-08-18 10:00:00 | !!! StopLoss Activated at 187.17 !!!\n",
            "2019-08-18 10:00:00 | Short Position Closed  with 2.07 Loss :((( \n",
            "=======================================================\n",
            "2019-08-26 02:00:00 | Stop Loss: 193.92 | Take Profit : 183.02\n",
            "2019-08-26 02:00:00 | selling 63.0772 units at 190.64\n",
            "2019-08-26 02:00:00 | current balance 24050.08\n",
            "2019-08-26 02:00:00 | current net wealth 12025.04\n",
            "2019-08-26 02:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2019-08-28 18:00:00 | buying 63.0772 units at 172.52\n",
            "2019-08-28 18:00:00 | current balance 13168.00\n",
            "2019-08-28 18:00:00 | current net wealth 13168.00\n",
            "2019-08-28 18:00:00 | $$$ take profit activated at 183.02 $$$\n",
            "2019-08-28 18:00:00 | Short Position Closed  with 7.62 Profit :)))\n",
            "=======================================================\n",
            "2019-08-30 10:00:00 | Stop Loss: 170.95 | Take Profit : 165.93\n",
            "2019-08-30 10:00:00 | selling 77.6828 units at 169.51\n",
            "2019-08-30 10:00:00 | current balance 26336.01\n",
            "2019-08-30 10:00:00 | current net wealth 13168.00\n",
            "2019-08-30 10:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2019-08-30 19:00:00 | buying 77.6828 units at 168.80\n",
            "2019-08-30 19:00:00 | current balance 13223.16\n",
            "2019-08-30 19:00:00 | current net wealth 13223.16\n",
            "2019-08-30 19:00:00 | $$$ take profit activated at 165.93 $$$\n",
            "2019-08-30 19:00:00 | Short Position Closed  with 3.58 Profit :)))\n",
            "=======================================================\n",
            "2019-09-04 09:00:00 | Stop Loss: 175.93 | Take Profit : 180.83\n",
            "2019-09-04 09:00:00 | buying 74.6565 units at 177.12\n",
            "2019-09-04 09:00:00 | current balance -0.00\n",
            "2019-09-04 09:00:00 | current net wealth 13223.16\n",
            "2019-09-04 09:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-09-04 13:00:00 | selling 74.6565 units at 175.46\n",
            "2019-09-04 13:00:00 | current balance 13099.23\n",
            "2019-09-04 13:00:00 | current net wealth 13099.23\n",
            "2019-09-04 13:00:00 | !!! StopLoss Activated at 175.93 !!!\n",
            "2019-09-04 13:00:00 | Long Position Closed with 1.19 Loss :((( \n",
            "=======================================================\n",
            "2019-09-04 23:00:00 | Stop Loss: 172.82 | Take Profit : 177.97\n",
            "2019-09-04 23:00:00 | buying 74.9727 units at 174.72\n",
            "2019-09-04 23:00:00 | current balance -0.00\n",
            "2019-09-04 23:00:00 | current net wealth 13099.23\n",
            "2019-09-04 23:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-09-05 09:00:00 | selling 74.9727 units at 172.35\n",
            "2019-09-05 09:00:00 | current balance 12921.54\n",
            "2019-09-05 09:00:00 | current net wealth 12921.54\n",
            "2019-09-05 09:00:00 | !!! StopLoss Activated at 172.82 !!!\n",
            "2019-09-05 09:00:00 | Long Position Closed with 1.90 Loss :((( \n",
            "=======================================================\n",
            "2019-09-05 22:00:00 | Stop Loss: 170.37 | Take Profit : 173.85\n",
            "2019-09-05 22:00:00 | buying 74.0065 units at 174.60\n",
            "2019-09-05 22:00:00 | current balance 0.01\n",
            "2019-09-05 22:00:00 | current net wealth 12921.54\n",
            "2019-09-05 22:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-09-05 23:00:00 | selling 74.0065 units at 173.75\n",
            "2019-09-05 23:00:00 | current balance 12858.64\n",
            "2019-09-05 23:00:00 | current net wealth 12858.64\n",
            "2019-09-05 23:00:00 | $$$ Take Profit Activated at 173.85 $$$\n",
            "2019-09-05 23:00:00 | Long Position Closed with -0.75 Profit :)))\n",
            "=======================================================\n",
            "2019-09-06 18:00:00 | Stop Loss: 178.04 | Take Profit : 169.86\n",
            "2019-09-06 18:00:00 | selling 75.2363 units at 170.91\n",
            "2019-09-06 18:00:00 | current balance 25717.27\n",
            "2019-09-06 18:00:00 | current net wealth 12858.64\n",
            "2019-09-06 18:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2019-09-06 19:00:00 | buying 75.2363 units at 170.37\n",
            "2019-09-06 19:00:00 | current balance 12899.27\n",
            "2019-09-06 19:00:00 | current net wealth 12899.27\n",
            "2019-09-06 19:00:00 | $$$ take profit activated at 169.86 $$$\n",
            "2019-09-06 19:00:00 | Short Position Closed  with 1.05 Profit :)))\n",
            "=======================================================\n",
            "2019-09-09 03:00:00 | Stop Loss: 177.57 | Take Profit : 181.80\n",
            "2019-09-09 03:00:00 | buying 72.3661 units at 178.25\n",
            "2019-09-09 03:00:00 | current balance 0.01\n",
            "2019-09-09 03:00:00 | current net wealth 12899.27\n",
            "2019-09-09 03:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-09-09 04:00:00 | selling 72.3661 units at 178.71\n",
            "2019-09-09 04:00:00 | current balance 12932.55\n",
            "2019-09-09 04:00:00 | current net wealth 12932.55\n",
            "2019-09-09 04:00:00 | !!! StopLoss Activated at 177.57 !!!\n",
            "2019-09-09 04:00:00 | Long Position Closed with 0.68 Loss :((( \n",
            "=======================================================\n",
            "2019-09-11 09:00:00 | Stop Loss: 175.22 | Take Profit : 182.63\n",
            "2019-09-11 09:00:00 | buying 72.5895 units at 178.16\n",
            "2019-09-11 09:00:00 | current balance 0.01\n",
            "2019-09-11 09:00:00 | current net wealth 12932.55\n",
            "2019-09-11 09:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-09-11 16:00:00 | selling 72.5895 units at 177.47\n",
            "2019-09-11 16:00:00 | current balance 12882.47\n",
            "2019-09-11 16:00:00 | current net wealth 12882.47\n",
            "2019-09-11 16:00:00 | !!! StopLoss Activated at 175.22 !!!\n",
            "2019-09-11 16:00:00 | Long Position Closed with 2.94 Loss :((( \n",
            "=======================================================\n",
            "2019-09-11 17:00:00 | Stop Loss: 172.81 | Take Profit : 181.01\n",
            "2019-09-11 17:00:00 | buying 72.7988 units at 176.96\n",
            "2019-09-11 17:00:00 | current balance -0.01\n",
            "2019-09-11 17:00:00 | current net wealth 12882.47\n",
            "2019-09-11 17:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-09-12 21:00:00 | selling 72.7988 units at 181.27\n",
            "2019-09-12 21:00:00 | current balance 13196.23\n",
            "2019-09-12 21:00:00 | current net wealth 13196.23\n",
            "2019-09-12 21:00:00 | $$$ Take Profit Activated at 181.01 $$$\n",
            "2019-09-12 21:00:00 | Long Position Closed with 4.05 Profit :)))\n",
            "=======================================================\n",
            "2019-09-13 19:00:00 | Stop Loss: 177.44 | Take Profit : 179.48\n",
            "2019-09-13 19:00:00 | buying 73.9078 units at 178.55\n",
            "2019-09-13 19:00:00 | current balance -0.01\n",
            "2019-09-13 19:00:00 | current net wealth 13196.23\n",
            "2019-09-13 19:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-09-13 20:00:00 | selling 73.9078 units at 180.60\n",
            "2019-09-13 20:00:00 | current balance 13347.74\n",
            "2019-09-13 20:00:00 | current net wealth 13347.74\n",
            "2019-09-13 20:00:00 | $$$ Take Profit Activated at 179.48 $$$\n",
            "2019-09-13 20:00:00 | Long Position Closed with 0.93 Profit :)))\n",
            "=======================================================\n",
            "2019-09-20 15:00:00 | Stop Loss: 214.20 | Take Profit : 219.76\n",
            "2019-09-20 15:00:00 | buying 61.499 units at 217.04\n",
            "2019-09-20 15:00:00 | current balance -0.00\n",
            "2019-09-20 15:00:00 | current net wealth 13347.74\n",
            "2019-09-20 15:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-09-20 17:00:00 | selling 61.499 units at 216.11\n",
            "2019-09-20 17:00:00 | current balance 13290.55\n",
            "2019-09-20 17:00:00 | current net wealth 13290.55\n",
            "2019-09-20 17:00:00 | !!! StopLoss Activated at 214.20 !!!\n",
            "2019-09-20 17:00:00 | Long Position Closed with 2.84 Loss :((( \n",
            "=======================================================\n",
            "2019-09-20 23:00:00 | Stop Loss: 211.82 | Take Profit : 219.46\n",
            "2019-09-20 23:00:00 | buying 60.9574 units at 218.03\n",
            "2019-09-20 23:00:00 | current balance 0.00\n",
            "2019-09-20 23:00:00 | current net wealth 13290.55\n",
            "2019-09-20 23:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-09-21 01:00:00 | selling 60.9574 units at 219.43\n",
            "2019-09-21 01:00:00 | current balance 13375.89\n",
            "2019-09-21 01:00:00 | current net wealth 13375.89\n",
            "2019-09-21 01:00:00 | $$$ Take Profit Activated at 219.46 $$$\n",
            "2019-09-21 01:00:00 | Long Position Closed with 1.43 Profit :)))\n",
            "=======================================================\n",
            "2019-09-22 01:00:00 | Stop Loss: 212.69 | Take Profit : 218.64\n",
            "2019-09-22 01:00:00 | buying 63.3598 units at 211.11\n",
            "2019-09-22 01:00:00 | current balance -0.00\n",
            "2019-09-22 01:00:00 | current net wealth 13375.89\n",
            "2019-09-22 01:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-09-22 02:00:00 | selling 63.3598 units at 211.50\n",
            "2019-09-22 02:00:00 | current balance 13400.60\n",
            "2019-09-22 02:00:00 | current net wealth 13400.60\n",
            "2019-09-22 02:00:00 | !!! StopLoss Activated at 212.69 !!!\n",
            "2019-09-22 02:00:00 | Long Position Closed with -1.58 Loss :((( \n",
            "=======================================================\n",
            "2019-09-22 17:00:00 | Stop Loss: 206.39 | Take Profit : 213.01\n",
            "2019-09-22 17:00:00 | buying 64.4942 units at 207.78\n",
            "2019-09-22 17:00:00 | current balance -0.01\n",
            "2019-09-22 17:00:00 | current net wealth 13400.60\n",
            "2019-09-22 17:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-09-22 19:00:00 | selling 64.4942 units at 206.64\n",
            "2019-09-22 19:00:00 | current balance 13327.07\n",
            "2019-09-22 19:00:00 | current net wealth 13327.07\n",
            "2019-09-22 19:00:00 | !!! StopLoss Activated at 206.39 !!!\n",
            "2019-09-22 19:00:00 | Long Position Closed with 1.39 Loss :((( \n",
            "=======================================================\n",
            "2019-09-27 18:00:00 | Stop Loss: 168.78 | Take Profit : 161.29\n",
            "2019-09-27 18:00:00 | selling 79.7312 units at 167.15\n",
            "2019-09-27 18:00:00 | current balance 26654.14\n",
            "2019-09-27 18:00:00 | current net wealth 13327.07\n",
            "2019-09-27 18:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2019-09-27 20:00:00 | buying 79.7312 units at 170.73\n",
            "2019-09-27 20:00:00 | current balance 13041.64\n",
            "2019-09-27 20:00:00 | current net wealth 13041.64\n",
            "2019-09-27 20:00:00 | !!! StopLoss Activated at 168.78 !!!\n",
            "2019-09-27 20:00:00 | Short Position Closed  with 1.63 Loss :((( \n",
            "=======================================================\n",
            "2019-10-02 06:00:00 | Stop Loss: 173.42 | Take Profit : 177.76\n",
            "2019-10-02 06:00:00 | buying 74.4598 units at 175.15\n",
            "2019-10-02 06:00:00 | current balance 0.00\n",
            "2019-10-02 06:00:00 | current net wealth 13041.64\n",
            "2019-10-02 06:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-10-02 12:00:00 | selling 74.4598 units at 176.18\n",
            "2019-10-02 12:00:00 | current balance 13118.33\n",
            "2019-10-02 12:00:00 | current net wealth 13118.33\n",
            "2019-10-02 12:00:00 | $$$ Take Profit Activated at 177.76 $$$\n",
            "2019-10-02 12:00:00 | Long Position Closed with 2.61 Profit :)))\n",
            "=======================================================\n",
            "2019-10-04 06:00:00 | Stop Loss: 170.55 | Take Profit : 176.23\n",
            "2019-10-04 06:00:00 | buying 75.6623 units at 173.38\n",
            "2019-10-04 06:00:00 | current balance 0.00\n",
            "2019-10-04 06:00:00 | current net wealth 13118.33\n",
            "2019-10-04 06:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-10-04 16:00:00 | selling 75.6623 units at 178.08\n",
            "2019-10-04 16:00:00 | current balance 13473.94\n",
            "2019-10-04 16:00:00 | current net wealth 13473.94\n",
            "2019-10-04 16:00:00 | $$$ Take Profit Activated at 176.23 $$$\n",
            "2019-10-04 16:00:00 | Long Position Closed with 2.85 Profit :)))\n",
            "=======================================================\n",
            "2019-10-11 06:00:00 | Stop Loss: 186.61 | Take Profit : 196.38\n",
            "2019-10-11 06:00:00 | buying 71.957 units at 187.25\n",
            "2019-10-11 06:00:00 | current balance -0.01\n",
            "2019-10-11 06:00:00 | current net wealth 13473.94\n",
            "2019-10-11 06:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-10-11 07:00:00 | selling 71.957 units at 186.26\n",
            "2019-10-11 07:00:00 | current balance 13402.71\n",
            "2019-10-11 07:00:00 | current net wealth 13402.71\n",
            "2019-10-11 07:00:00 | !!! StopLoss Activated at 186.61 !!!\n",
            "2019-10-11 07:00:00 | Long Position Closed with 0.64 Loss :((( \n",
            "=======================================================\n",
            "2019-10-11 08:00:00 | Stop Loss: 184.25 | Take Profit : 196.38\n",
            "2019-10-11 08:00:00 | buying 72.0847 units at 185.93\n",
            "2019-10-11 08:00:00 | current balance -0.00\n",
            "2019-10-11 08:00:00 | current net wealth 13402.71\n",
            "2019-10-11 08:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-10-11 11:00:00 | selling 72.0847 units at 184.11\n",
            "2019-10-11 11:00:00 | current balance 13271.51\n",
            "2019-10-11 11:00:00 | current net wealth 13271.51\n",
            "2019-10-11 11:00:00 | !!! StopLoss Activated at 184.25 !!!\n",
            "2019-10-11 11:00:00 | Long Position Closed with 1.68 Loss :((( \n",
            "=======================================================\n",
            "2019-10-11 12:00:00 | Stop Loss: 182.59 | Take Profit : 196.39\n",
            "2019-10-11 12:00:00 | buying 71.7418 units at 184.99\n",
            "2019-10-11 12:00:00 | current balance -0.00\n",
            "2019-10-11 12:00:00 | current net wealth 13271.51\n",
            "2019-10-11 12:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-10-11 16:00:00 | selling 71.7418 units at 182.27\n",
            "2019-10-11 16:00:00 | current balance 13076.37\n",
            "2019-10-11 16:00:00 | current net wealth 13076.37\n",
            "2019-10-11 16:00:00 | !!! StopLoss Activated at 182.59 !!!\n",
            "2019-10-11 16:00:00 | Long Position Closed with 2.40 Loss :((( \n",
            "=======================================================\n",
            "2019-10-11 17:00:00 | Stop Loss: 179.35 | Take Profit : 186.99\n",
            "2019-10-11 17:00:00 | buying 72.0303 units at 181.54\n",
            "2019-10-11 17:00:00 | current balance -0.01\n",
            "2019-10-11 17:00:00 | current net wealth 13076.37\n",
            "2019-10-11 17:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-10-12 19:00:00 | selling 72.0303 units at 179.69\n",
            "2019-10-12 19:00:00 | current balance 12943.12\n",
            "2019-10-12 19:00:00 | current net wealth 12943.12\n",
            "2019-10-12 19:00:00 | !!! StopLoss Activated at 179.35 !!!\n",
            "2019-10-12 19:00:00 | Long Position Closed with 2.19 Loss :((( \n",
            "=======================================================\n",
            "2019-10-21 11:00:00 | Stop Loss: 177.29 | Take Profit : 173.23\n",
            "2019-10-21 11:00:00 | selling 73.457 units at 176.20\n",
            "2019-10-21 11:00:00 | current balance 25886.24\n",
            "2019-10-21 11:00:00 | current net wealth 12943.12\n",
            "2019-10-21 11:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2019-10-21 15:00:00 | buying 73.457 units at 172.90\n",
            "2019-10-21 15:00:00 | current balance 13185.53\n",
            "2019-10-21 15:00:00 | current net wealth 13185.53\n",
            "2019-10-21 15:00:00 | $$$ take profit activated at 173.23 $$$\n",
            "2019-10-21 15:00:00 | Short Position Closed  with 2.97 Profit :)))\n",
            "=======================================================\n",
            "2019-10-25 11:00:00 | Stop Loss: 165.30 | Take Profit : 160.38\n",
            "2019-10-25 11:00:00 | selling 79.6516 units at 165.54\n",
            "2019-10-25 11:00:00 | current balance 26371.05\n",
            "2019-10-25 11:00:00 | current net wealth 13185.53\n",
            "2019-10-25 11:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2019-10-25 12:00:00 | buying 79.6516 units at 166.12\n",
            "2019-10-25 12:00:00 | current balance 13139.33\n",
            "2019-10-25 12:00:00 | current net wealth 13139.33\n",
            "2019-10-25 12:00:00 | !!! StopLoss Activated at 165.30 !!!\n",
            "2019-10-25 12:00:00 | Short Position Closed  with -0.24 Loss :((( \n",
            "=======================================================\n",
            "2019-10-28 15:00:00 | Stop Loss: 180.41 | Take Profit : 185.51\n",
            "2019-10-28 15:00:00 | buying 71.8703 units at 182.82\n",
            "2019-10-28 15:00:00 | current balance -0.00\n",
            "2019-10-28 15:00:00 | current net wealth 13139.33\n",
            "2019-10-28 15:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-10-28 17:00:00 | selling 71.8703 units at 180.57\n",
            "2019-10-28 17:00:00 | current balance 12977.62\n",
            "2019-10-28 17:00:00 | current net wealth 12977.62\n",
            "2019-10-28 17:00:00 | !!! StopLoss Activated at 180.41 !!!\n",
            "2019-10-28 17:00:00 | Long Position Closed with 2.41 Loss :((( \n",
            "=======================================================\n",
            "2019-10-28 18:00:00 | Stop Loss: 180.10 | Take Profit : 185.42\n",
            "2019-10-28 18:00:00 | buying 71.4233 units at 181.70\n",
            "2019-10-28 18:00:00 | current balance 0.01\n",
            "2019-10-28 18:00:00 | current net wealth 12977.62\n",
            "2019-10-28 18:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-10-29 01:00:00 | selling 71.4233 units at 184.19\n",
            "2019-10-29 01:00:00 | current balance 13155.46\n",
            "2019-10-29 01:00:00 | current net wealth 13155.46\n",
            "2019-10-29 01:00:00 | $$$ Take Profit Activated at 185.42 $$$\n",
            "2019-10-29 01:00:00 | Long Position Closed with 3.72 Profit :)))\n",
            "=======================================================\n",
            "2019-10-31 10:00:00 | Stop Loss: 177.82 | Take Profit : 185.07\n",
            "2019-10-31 10:00:00 | buying 73.1306 units at 179.89\n",
            "2019-10-31 10:00:00 | current balance -0.00\n",
            "2019-10-31 10:00:00 | current net wealth 13155.46\n",
            "2019-10-31 10:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-11-01 16:00:00 | selling 73.1306 units at 180.08\n",
            "2019-11-01 16:00:00 | current balance 13169.36\n",
            "2019-11-01 16:00:00 | current net wealth 13169.36\n",
            "2019-11-01 16:00:00 | !!! StopLoss Activated at 177.82 !!!\n",
            "2019-11-01 16:00:00 | Long Position Closed with 2.07 Loss :((( \n",
            "=======================================================\n",
            "2019-11-07 09:00:00 | Stop Loss: 187.04 | Take Profit : 192.12\n",
            "2019-11-07 09:00:00 | buying 70.4658 units at 186.89\n",
            "2019-11-07 09:00:00 | current balance 0.00\n",
            "2019-11-07 09:00:00 | current net wealth 13169.36\n",
            "2019-11-07 09:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-11-07 10:00:00 | selling 70.4658 units at 187.00\n",
            "2019-11-07 10:00:00 | current balance 13177.11\n",
            "2019-11-07 10:00:00 | current net wealth 13177.11\n",
            "2019-11-07 10:00:00 | !!! StopLoss Activated at 187.04 !!!\n",
            "2019-11-07 10:00:00 | Long Position Closed with -0.15 Loss :((( \n",
            "=======================================================\n",
            "2019-11-07 11:00:00 | Stop Loss: 184.97 | Take Profit : 192.12\n",
            "2019-11-07 11:00:00 | buying 70.598 units at 186.65\n",
            "2019-11-07 11:00:00 | current balance -0.01\n",
            "2019-11-07 11:00:00 | current net wealth 13177.11\n",
            "2019-11-07 11:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-11-07 16:00:00 | selling 70.598 units at 186.51\n",
            "2019-11-07 16:00:00 | current balance 13167.23\n",
            "2019-11-07 16:00:00 | current net wealth 13167.23\n",
            "2019-11-07 16:00:00 | !!! StopLoss Activated at 184.97 !!!\n",
            "2019-11-07 16:00:00 | Long Position Closed with 1.68 Loss :((( \n",
            "=======================================================\n",
            "2019-11-07 17:00:00 | Stop Loss: 184.72 | Take Profit : 189.59\n",
            "2019-11-07 17:00:00 | buying 70.9288 units at 185.64\n",
            "2019-11-07 17:00:00 | current balance 0.00\n",
            "2019-11-07 17:00:00 | current net wealth 13167.23\n",
            "2019-11-07 17:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-11-07 21:00:00 | selling 70.9288 units at 186.70\n",
            "2019-11-07 21:00:00 | current balance 13242.41\n",
            "2019-11-07 21:00:00 | current net wealth 13242.41\n",
            "2019-11-07 21:00:00 | !!! StopLoss Activated at 184.72 !!!\n",
            "2019-11-07 21:00:00 | Long Position Closed with 0.92 Loss :((( \n",
            "=======================================================\n",
            "2019-11-08 08:00:00 | Stop Loss: 184.04 | Take Profit : 188.13\n",
            "2019-11-08 08:00:00 | buying 71.9227 units at 184.12\n",
            "2019-11-08 08:00:00 | current balance 0.00\n",
            "2019-11-08 08:00:00 | current net wealth 13242.41\n",
            "2019-11-08 08:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-11-08 09:00:00 | selling 71.9227 units at 184.87\n",
            "2019-11-08 09:00:00 | current balance 13296.35\n",
            "2019-11-08 09:00:00 | current net wealth 13296.35\n",
            "2019-11-08 09:00:00 | !!! StopLoss Activated at 184.04 !!!\n",
            "2019-11-08 09:00:00 | Long Position Closed with 0.08 Loss :((( \n",
            "=======================================================\n",
            "2019-11-08 10:00:00 | Stop Loss: 182.97 | Take Profit : 188.13\n",
            "2019-11-08 10:00:00 | buying 72.1256 units at 184.35\n",
            "2019-11-08 10:00:00 | current balance -0.00\n",
            "2019-11-08 10:00:00 | current net wealth 13296.35\n",
            "2019-11-08 10:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-11-08 13:00:00 | selling 72.1256 units at 182.77\n",
            "2019-11-08 13:00:00 | current balance 13182.39\n",
            "2019-11-08 13:00:00 | current net wealth 13182.39\n",
            "2019-11-08 13:00:00 | !!! StopLoss Activated at 182.97 !!!\n",
            "2019-11-08 13:00:00 | Long Position Closed with 1.38 Loss :((( \n",
            "=======================================================\n",
            "2019-11-11 19:00:00 | Stop Loss: 184.80 | Take Profit : 187.27\n",
            "2019-11-11 19:00:00 | buying 70.6566 units at 186.57\n",
            "2019-11-11 19:00:00 | current balance -0.01\n",
            "2019-11-11 19:00:00 | current net wealth 13182.39\n",
            "2019-11-11 19:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-11-11 23:00:00 | selling 70.6566 units at 184.98\n",
            "2019-11-11 23:00:00 | current balance 13070.05\n",
            "2019-11-11 23:00:00 | current net wealth 13070.05\n",
            "2019-11-11 23:00:00 | !!! StopLoss Activated at 184.80 !!!\n",
            "2019-11-11 23:00:00 | Long Position Closed with 1.77 Loss :((( \n",
            "=======================================================\n",
            "2019-11-13 13:00:00 | Stop Loss: 188.39 | Take Profit : 185.41\n",
            "2019-11-13 13:00:00 | selling 69.9532 units at 186.84\n",
            "2019-11-13 13:00:00 | current balance 26140.11\n",
            "2019-11-13 13:00:00 | current net wealth 13070.05\n",
            "2019-11-13 13:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2019-11-13 17:00:00 | buying 69.9532 units at 188.15\n",
            "2019-11-13 17:00:00 | current balance 12978.41\n",
            "2019-11-13 17:00:00 | current net wealth 12978.41\n",
            "2019-11-13 17:00:00 | !!! StopLoss Activated at 188.39 !!!\n",
            "2019-11-13 17:00:00 | Short Position Closed  with 1.55 Loss :((( \n",
            "=======================================================\n",
            "2019-11-17 11:00:00 | Stop Loss: 184.31 | Take Profit : 180.11\n",
            "2019-11-17 11:00:00 | selling 70.4621 units at 184.19\n",
            "2019-11-17 11:00:00 | current balance 25956.83\n",
            "2019-11-17 11:00:00 | current net wealth 12978.41\n",
            "2019-11-17 11:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2019-11-17 12:00:00 | buying 70.4621 units at 185.26\n",
            "2019-11-17 12:00:00 | current balance 12903.02\n",
            "2019-11-17 12:00:00 | current net wealth 12903.02\n",
            "2019-11-17 12:00:00 | !!! StopLoss Activated at 184.31 !!!\n",
            "2019-11-17 12:00:00 | Short Position Closed  with 0.12 Loss :((( \n",
            "=======================================================\n",
            "2019-11-20 15:00:00 | Stop Loss: 177.54 | Take Profit : 173.66\n",
            "2019-11-20 15:00:00 | selling 73.3126 units at 176.00\n",
            "2019-11-20 15:00:00 | current balance 25806.03\n",
            "2019-11-20 15:00:00 | current net wealth 12903.02\n",
            "2019-11-20 15:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2019-11-20 19:00:00 | buying 73.3126 units at 174.65\n",
            "2019-11-20 19:00:00 | current balance 13001.99\n",
            "2019-11-20 19:00:00 | current net wealth 13001.99\n",
            "2019-11-20 19:00:00 | $$$ take profit activated at 173.66 $$$\n",
            "2019-11-20 19:00:00 | Short Position Closed  with 2.34 Profit :)))\n",
            "=======================================================\n",
            "2019-11-23 16:00:00 | Stop Loss: 153.34 | Take Profit : 146.86\n",
            "2019-11-23 16:00:00 | selling 84.7864 units at 153.35\n",
            "2019-11-23 16:00:00 | current balance 26003.98\n",
            "2019-11-23 16:00:00 | current net wealth 13001.99\n",
            "2019-11-23 16:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2019-11-23 17:00:00 | buying 84.7864 units at 152.00\n",
            "2019-11-23 17:00:00 | current balance 13116.45\n",
            "2019-11-23 17:00:00 | current net wealth 13116.45\n",
            "2019-11-23 17:00:00 | !!! StopLoss Activated at 153.34 !!!\n",
            "2019-11-23 17:00:00 | Short Position Closed  with -0.01 Loss :((( \n",
            "=======================================================\n",
            "2019-11-27 14:00:00 | Stop Loss: 149.60 | Take Profit : 141.07\n",
            "2019-11-27 14:00:00 | selling 88.8227 units at 147.67\n",
            "2019-11-27 14:00:00 | current balance 26232.90\n",
            "2019-11-27 14:00:00 | current net wealth 13116.45\n",
            "2019-11-27 14:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2019-11-27 15:00:00 | buying 88.8227 units at 150.65\n",
            "2019-11-27 15:00:00 | current balance 12851.76\n",
            "2019-11-27 15:00:00 | current net wealth 12851.76\n",
            "2019-11-27 15:00:00 | !!! StopLoss Activated at 149.60 !!!\n",
            "2019-11-27 15:00:00 | Short Position Closed  with 1.93 Loss :((( \n",
            "=======================================================\n",
            "2019-11-29 04:00:00 | Stop Loss: 148.93 | Take Profit : 154.07\n",
            "2019-11-29 04:00:00 | buying 84.4677 units at 152.15\n",
            "2019-11-29 04:00:00 | current balance -0.00\n",
            "2019-11-29 04:00:00 | current net wealth 12851.76\n",
            "2019-11-29 04:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-11-29 09:00:00 | selling 84.4677 units at 154.62\n",
            "2019-11-29 09:00:00 | current balance 13060.39\n",
            "2019-11-29 09:00:00 | current net wealth 13060.39\n",
            "2019-11-29 09:00:00 | $$$ Take Profit Activated at 154.07 $$$\n",
            "2019-11-29 09:00:00 | Long Position Closed with 1.92 Profit :)))\n",
            "=======================================================\n",
            "2019-11-30 12:00:00 | Stop Loss: 152.47 | Take Profit : 154.77\n",
            "2019-11-30 12:00:00 | buying 85.2061 units at 153.28\n",
            "2019-11-30 12:00:00 | current balance 0.00\n",
            "2019-11-30 12:00:00 | current net wealth 13060.39\n",
            "2019-11-30 12:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-11-30 13:00:00 | selling 85.2061 units at 152.53\n",
            "2019-11-30 13:00:00 | current balance 12996.49\n",
            "2019-11-30 13:00:00 | current net wealth 12996.49\n",
            "2019-11-30 13:00:00 | !!! StopLoss Activated at 152.47 !!!\n",
            "2019-11-30 13:00:00 | Long Position Closed with 0.81 Loss :((( \n",
            "=======================================================\n",
            "2019-12-07 05:00:00 | Stop Loss: 149.58 | Take Profit : 147.84\n",
            "2019-12-07 05:00:00 | selling 87.3009 units at 148.87\n",
            "2019-12-07 05:00:00 | current balance 25992.97\n",
            "2019-12-07 05:00:00 | current net wealth 12996.49\n",
            "2019-12-07 05:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2019-12-07 08:00:00 | buying 87.3009 units at 147.80\n",
            "2019-12-07 08:00:00 | current balance 13089.90\n",
            "2019-12-07 08:00:00 | current net wealth 13089.90\n",
            "2019-12-07 08:00:00 | $$$ take profit activated at 147.84 $$$\n",
            "2019-12-07 08:00:00 | Short Position Closed  with 1.03 Profit :)))\n",
            "=======================================================\n",
            "2019-12-09 16:00:00 | Stop Loss: 146.90 | Take Profit : 151.09\n",
            "2019-12-09 16:00:00 | buying 88.6609 units at 147.64\n",
            "2019-12-09 16:00:00 | current balance 0.01\n",
            "2019-12-09 16:00:00 | current net wealth 13089.90\n",
            "2019-12-09 16:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2019-12-09 20:00:00 | selling 88.6609 units at 146.80\n",
            "2019-12-09 20:00:00 | current balance 13015.43\n",
            "2019-12-09 20:00:00 | current net wealth 13015.43\n",
            "2019-12-09 20:00:00 | !!! StopLoss Activated at 146.90 !!!\n",
            "2019-12-09 20:00:00 | Long Position Closed with 0.74 Loss :((( \n",
            "=======================================================\n",
            "2019-12-26 15:00:00 | Stop Loss: 126.15 | Take Profit : 124.44\n",
            "2019-12-26 15:00:00 | selling 103.1497 units at 126.18\n",
            "2019-12-26 15:00:00 | current balance 26030.86\n",
            "2019-12-26 15:00:00 | current net wealth 13015.43\n",
            "2019-12-26 15:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2019-12-26 16:00:00 | buying 103.1497 units at 128.23\n",
            "2019-12-26 16:00:00 | current balance 12803.97\n",
            "2019-12-26 16:00:00 | current net wealth 12803.97\n",
            "2019-12-26 16:00:00 | !!! StopLoss Activated at 126.15 !!!\n",
            "2019-12-26 16:00:00 | Short Position Closed  with -0.03 Loss :((( \n",
            "=======================================================\n",
            "2020-01-09 15:00:00 | Stop Loss: 137.55 | Take Profit : 140.10\n",
            "2020-01-09 15:00:00 | buying 92.6481 units at 138.20\n",
            "2020-01-09 15:00:00 | current balance 0.00\n",
            "2020-01-09 15:00:00 | current net wealth 12803.97\n",
            "2020-01-09 15:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-01-09 16:00:00 | selling 92.6481 units at 135.92\n",
            "2020-01-09 16:00:00 | current balance 12592.73\n",
            "2020-01-09 16:00:00 | current net wealth 12592.73\n",
            "2020-01-09 16:00:00 | !!! StopLoss Activated at 137.55 !!!\n",
            "2020-01-09 16:00:00 | Long Position Closed with 0.65 Loss :((( \n",
            "=======================================================\n",
            "2020-01-09 20:00:00 | Stop Loss: 135.16 | Take Profit : 139.01\n",
            "2020-01-09 20:00:00 | buying 91.4173 units at 137.75\n",
            "2020-01-09 20:00:00 | current balance -0.00\n",
            "2020-01-09 20:00:00 | current net wealth 12592.73\n",
            "2020-01-09 20:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-01-10 11:00:00 | selling 91.4173 units at 138.43\n",
            "2020-01-10 11:00:00 | current balance 12654.90\n",
            "2020-01-10 11:00:00 | current net wealth 12654.90\n",
            "2020-01-10 11:00:00 | $$$ Take Profit Activated at 139.01 $$$\n",
            "2020-01-10 11:00:00 | Long Position Closed with 1.26 Profit :)))\n",
            "=======================================================\n",
            "2020-01-13 03:00:00 | Stop Loss: 142.43 | Take Profit : 146.86\n",
            "2020-01-13 03:00:00 | buying 88.2612 units at 143.38\n",
            "2020-01-13 03:00:00 | current balance 0.00\n",
            "2020-01-13 03:00:00 | current net wealth 12654.90\n",
            "2020-01-13 03:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-01-13 06:00:00 | selling 88.2612 units at 142.42\n",
            "2020-01-13 06:00:00 | current balance 12570.16\n",
            "2020-01-13 06:00:00 | current net wealth 12570.16\n",
            "2020-01-13 06:00:00 | !!! StopLoss Activated at 142.43 !!!\n",
            "2020-01-13 06:00:00 | Long Position Closed with 0.95 Loss :((( \n",
            "=======================================================\n",
            "2020-01-20 13:00:00 | Stop Loss: 161.69 | Take Profit : 166.21\n",
            "2020-01-20 13:00:00 | buying 76.638 units at 164.02\n",
            "2020-01-20 13:00:00 | current balance -0.00\n",
            "2020-01-20 13:00:00 | current net wealth 12570.16\n",
            "2020-01-20 13:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-01-20 14:00:00 | selling 76.638 units at 166.20\n",
            "2020-01-20 14:00:00 | current balance 12737.24\n",
            "2020-01-20 14:00:00 | current net wealth 12737.24\n",
            "2020-01-20 14:00:00 | $$$ Take Profit Activated at 166.21 $$$\n",
            "2020-01-20 14:00:00 | Long Position Closed with 2.19 Profit :)))\n",
            "=======================================================\n",
            "2020-01-26 09:00:00 | Stop Loss: 163.77 | Take Profit : 159.55\n",
            "2020-01-26 09:00:00 | selling 78.4457 units at 162.37\n",
            "2020-01-26 09:00:00 | current balance 25474.46\n",
            "2020-01-26 09:00:00 | current net wealth 12737.24\n",
            "2020-01-26 09:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-01-26 12:00:00 | buying 78.4457 units at 163.54\n",
            "2020-01-26 12:00:00 | current balance 12645.45\n",
            "2020-01-26 12:00:00 | current net wealth 12645.45\n",
            "2020-01-26 12:00:00 | !!! StopLoss Activated at 163.77 !!!\n",
            "2020-01-26 12:00:00 | Short Position Closed  with 1.40 Loss :((( \n",
            "=======================================================\n",
            "2020-02-04 05:00:00 | Stop Loss: 186.70 | Take Profit : 191.60\n",
            "2020-02-04 05:00:00 | buying 67.2094 units at 188.15\n",
            "2020-02-04 05:00:00 | current balance 0.01\n",
            "2020-02-04 05:00:00 | current net wealth 12645.45\n",
            "2020-02-04 05:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-02-04 09:00:00 | selling 67.2094 units at 185.64\n",
            "2020-02-04 09:00:00 | current balance 12476.76\n",
            "2020-02-04 09:00:00 | current net wealth 12476.76\n",
            "2020-02-04 09:00:00 | !!! StopLoss Activated at 186.70 !!!\n",
            "2020-02-04 09:00:00 | Long Position Closed with 1.45 Loss :((( \n",
            "=======================================================\n",
            "2020-02-04 10:00:00 | Stop Loss: 185.13 | Take Profit : 191.41\n",
            "2020-02-04 10:00:00 | buying 67.2892 units at 185.42\n",
            "2020-02-04 10:00:00 | current balance -0.01\n",
            "2020-02-04 10:00:00 | current net wealth 12476.76\n",
            "2020-02-04 10:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-02-04 11:00:00 | selling 67.2892 units at 186.91\n",
            "2020-02-04 11:00:00 | current balance 12577.02\n",
            "2020-02-04 11:00:00 | current net wealth 12577.02\n",
            "2020-02-04 11:00:00 | !!! StopLoss Activated at 185.13 !!!\n",
            "2020-02-04 11:00:00 | Long Position Closed with 0.29 Loss :((( \n",
            "=======================================================\n",
            "2020-02-04 12:00:00 | Stop Loss: 184.49 | Take Profit : 190.46\n",
            "2020-02-04 12:00:00 | buying 67.7678 units at 185.59\n",
            "2020-02-04 12:00:00 | current balance -0.01\n",
            "2020-02-04 12:00:00 | current net wealth 12577.02\n",
            "2020-02-04 12:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-02-05 05:00:00 | selling 67.7678 units at 191.18\n",
            "2020-02-05 05:00:00 | current balance 12955.84\n",
            "2020-02-05 05:00:00 | current net wealth 12955.84\n",
            "2020-02-05 05:00:00 | $$$ Take Profit Activated at 190.46 $$$\n",
            "2020-02-05 05:00:00 | Long Position Closed with 4.87 Profit :)))\n",
            "=======================================================\n",
            "2020-02-10 05:00:00 | Stop Loss: 221.78 | Take Profit : 229.18\n",
            "2020-02-10 05:00:00 | buying 58.6688 units at 220.83\n",
            "2020-02-10 05:00:00 | current balance 0.01\n",
            "2020-02-10 05:00:00 | current net wealth 12955.84\n",
            "2020-02-10 05:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-02-10 06:00:00 | selling 58.6688 units at 223.22\n",
            "2020-02-10 06:00:00 | current balance 13096.06\n",
            "2020-02-10 06:00:00 | current net wealth 13096.06\n",
            "2020-02-10 06:00:00 | !!! StopLoss Activated at 221.78 !!!\n",
            "2020-02-10 06:00:00 | Long Position Closed with -0.95 Loss :((( \n",
            "=======================================================\n",
            "2020-02-11 05:00:00 | Stop Loss: 217.92 | Take Profit : 224.75\n",
            "2020-02-11 05:00:00 | buying 59.7366 units at 219.23\n",
            "2020-02-11 05:00:00 | current balance 0.00\n",
            "2020-02-11 05:00:00 | current net wealth 13096.06\n",
            "2020-02-11 05:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-02-11 15:00:00 | selling 59.7366 units at 228.80\n",
            "2020-02-11 15:00:00 | current balance 13667.74\n",
            "2020-02-11 15:00:00 | current net wealth 13667.74\n",
            "2020-02-11 15:00:00 | $$$ Take Profit Activated at 224.75 $$$\n",
            "2020-02-11 15:00:00 | Long Position Closed with 5.52 Profit :)))\n",
            "=======================================================\n",
            "2020-02-14 08:00:00 | Stop Loss: 259.82 | Take Profit : 269.69\n",
            "2020-02-14 08:00:00 | buying 51.4153 units at 265.83\n",
            "2020-02-14 08:00:00 | current balance 0.01\n",
            "2020-02-14 08:00:00 | current net wealth 13667.74\n",
            "2020-02-14 08:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-02-14 10:00:00 | selling 51.4153 units at 270.31\n",
            "2020-02-14 10:00:00 | current balance 13898.08\n",
            "2020-02-14 10:00:00 | current net wealth 13898.08\n",
            "2020-02-14 10:00:00 | $$$ Take Profit Activated at 269.69 $$$\n",
            "2020-02-14 10:00:00 | Long Position Closed with 3.86 Profit :)))\n",
            "=======================================================\n",
            "2020-02-16 15:00:00 | Stop Loss: 260.24 | Take Profit : 273.34\n",
            "2020-02-16 15:00:00 | buying 53.6958 units at 258.83\n",
            "2020-02-16 15:00:00 | current balance -0.00\n",
            "2020-02-16 15:00:00 | current net wealth 13898.08\n",
            "2020-02-16 15:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-02-16 16:00:00 | selling 53.6958 units at 246.31\n",
            "2020-02-16 16:00:00 | current balance 13225.81\n",
            "2020-02-16 16:00:00 | current net wealth 13225.81\n",
            "2020-02-16 16:00:00 | !!! StopLoss Activated at 260.24 !!!\n",
            "2020-02-16 16:00:00 | Long Position Closed with -1.41 Loss :((( \n",
            "=======================================================\n",
            "2020-02-17 09:00:00 | Stop Loss: 241.39 | Take Profit : 262.69\n",
            "2020-02-17 09:00:00 | buying 52.6988 units at 250.97\n",
            "2020-02-17 09:00:00 | current balance -0.01\n",
            "2020-02-17 09:00:00 | current net wealth 13225.81\n",
            "2020-02-17 09:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-02-17 16:00:00 | selling 52.6988 units at 260.85\n",
            "2020-02-17 16:00:00 | current balance 13746.47\n",
            "2020-02-17 16:00:00 | current net wealth 13746.47\n",
            "2020-02-17 16:00:00 | $$$ Take Profit Activated at 262.69 $$$\n",
            "2020-02-17 16:00:00 | Long Position Closed with 11.72 Profit :)))\n",
            "=======================================================\n",
            "2020-02-19 20:00:00 | Stop Loss: 273.74 | Take Profit : 284.54\n",
            "2020-02-19 20:00:00 | buying 49.9345 units at 275.29\n",
            "2020-02-19 20:00:00 | current balance 0.00\n",
            "2020-02-19 20:00:00 | current net wealth 13746.47\n",
            "2020-02-19 20:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-02-19 21:00:00 | selling 49.9345 units at 262.94\n",
            "2020-02-19 21:00:00 | current balance 13129.78\n",
            "2020-02-19 21:00:00 | current net wealth 13129.78\n",
            "2020-02-19 21:00:00 | !!! StopLoss Activated at 273.74 !!!\n",
            "2020-02-19 21:00:00 | Long Position Closed with 1.55 Loss :((( \n",
            "=======================================================\n",
            "2020-02-21 13:00:00 | Stop Loss: 266.94 | Take Profit : 257.98\n",
            "2020-02-21 13:00:00 | selling 49.5688 units at 264.88\n",
            "2020-02-21 13:00:00 | current balance 26259.56\n",
            "2020-02-21 13:00:00 | current net wealth 13129.78\n",
            "2020-02-21 13:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-02-21 16:00:00 | buying 49.5688 units at 267.00\n",
            "2020-02-21 16:00:00 | current balance 13024.70\n",
            "2020-02-21 16:00:00 | current net wealth 13024.70\n",
            "2020-02-21 16:00:00 | !!! StopLoss Activated at 266.94 !!!\n",
            "2020-02-21 16:00:00 | Short Position Closed  with 2.06 Loss :((( \n",
            "=======================================================\n",
            "2020-02-21 18:00:00 | Stop Loss: 268.64 | Take Profit : 257.97\n",
            "2020-02-21 18:00:00 | selling 49.0 units at 265.81\n",
            "2020-02-21 18:00:00 | current balance 26049.39\n",
            "2020-02-21 18:00:00 | current net wealth 13024.70\n",
            "2020-02-21 18:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-02-22 06:00:00 | buying 49.0 units at 257.99\n",
            "2020-02-22 06:00:00 | current balance 13407.88\n",
            "2020-02-22 06:00:00 | current net wealth 13407.88\n",
            "2020-02-22 06:00:00 | $$$ take profit activated at 257.97 $$$\n",
            "2020-02-22 06:00:00 | Short Position Closed  with 7.84 Profit :)))\n",
            "=======================================================\n",
            "2020-03-10 11:00:00 | Stop Loss: 205.31 | Take Profit : 197.59\n",
            "2020-03-10 11:00:00 | selling 66.0194 units at 203.09\n",
            "2020-03-10 11:00:00 | current balance 26815.76\n",
            "2020-03-10 11:00:00 | current net wealth 13407.88\n",
            "2020-03-10 11:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-03-10 12:00:00 | buying 66.0194 units at 205.44\n",
            "2020-03-10 12:00:00 | current balance 13252.73\n",
            "2020-03-10 12:00:00 | current net wealth 13252.73\n",
            "2020-03-10 12:00:00 | !!! StopLoss Activated at 205.31 !!!\n",
            "2020-03-10 12:00:00 | Short Position Closed  with 2.22 Loss :((( \n",
            "=======================================================\n",
            "2020-03-10 13:00:00 | Stop Loss: 206.60 | Take Profit : 197.58\n",
            "2020-03-10 13:00:00 | selling 65.4036 units at 202.63\n",
            "2020-03-10 13:00:00 | current balance 26505.46\n",
            "2020-03-10 13:00:00 | current net wealth 13252.73\n",
            "2020-03-10 13:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-03-10 15:00:00 | buying 65.4036 units at 196.64\n",
            "2020-03-10 15:00:00 | current balance 13644.50\n",
            "2020-03-10 15:00:00 | current net wealth 13644.50\n",
            "2020-03-10 15:00:00 | $$$ take profit activated at 197.58 $$$\n",
            "2020-03-10 15:00:00 | Short Position Closed  with 5.05 Profit :)))\n",
            "=======================================================\n",
            "2020-03-13 23:00:00 | Stop Loss: 140.68 | Take Profit : 115.84\n",
            "2020-03-13 23:00:00 | selling 101.779 units at 134.06\n",
            "2020-03-13 23:00:00 | current balance 27288.99\n",
            "2020-03-13 23:00:00 | current net wealth 13644.50\n",
            "2020-03-13 23:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-03-16 05:00:00 | buying 101.779 units at 116.62\n",
            "2020-03-16 05:00:00 | current balance 15419.52\n",
            "2020-03-16 05:00:00 | current net wealth 15419.52\n",
            "2020-03-16 05:00:00 | $$$ take profit activated at 115.84 $$$\n",
            "2020-03-16 05:00:00 | Short Position Closed  with 18.22 Profit :)))\n",
            "=======================================================\n",
            "2020-03-17 19:00:00 | Stop Loss: 120.05 | Take Profit : 112.75\n",
            "2020-03-17 19:00:00 | selling 131.3194 units at 117.42\n",
            "2020-03-17 19:00:00 | current balance 30839.05\n",
            "2020-03-17 19:00:00 | current net wealth 15419.52\n",
            "2020-03-17 19:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-03-18 07:00:00 | buying 131.3194 units at 112.22\n",
            "2020-03-18 07:00:00 | current balance 16102.38\n",
            "2020-03-18 07:00:00 | current net wealth 16102.38\n",
            "2020-03-18 07:00:00 | $$$ take profit activated at 112.75 $$$\n",
            "2020-03-18 07:00:00 | Short Position Closed  with 4.67 Profit :)))\n",
            "=======================================================\n",
            "2020-03-19 08:00:00 | Stop Loss: 120.32 | Take Profit : 114.86\n",
            "2020-03-19 08:00:00 | selling 135.3597 units at 118.96\n",
            "2020-03-19 08:00:00 | current balance 32204.77\n",
            "2020-03-19 08:00:00 | current net wealth 16102.38\n",
            "2020-03-19 08:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-03-19 09:00:00 | buying 135.3597 units at 123.94\n",
            "2020-03-19 09:00:00 | current balance 15428.29\n",
            "2020-03-19 09:00:00 | current net wealth 15428.29\n",
            "2020-03-19 09:00:00 | !!! StopLoss Activated at 120.32 !!!\n",
            "2020-03-19 09:00:00 | Short Position Closed  with 1.36 Loss :((( \n",
            "=======================================================\n",
            "2020-03-26 18:00:00 | Stop Loss: 133.09 | Take Profit : 136.09\n",
            "2020-03-26 18:00:00 | buying 114.4023 units at 134.86\n",
            "2020-03-26 18:00:00 | current balance -0.00\n",
            "2020-03-26 18:00:00 | current net wealth 15428.29\n",
            "2020-03-26 18:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-03-26 20:00:00 | selling 114.4023 units at 136.28\n",
            "2020-03-26 20:00:00 | current balance 15590.74\n",
            "2020-03-26 20:00:00 | current net wealth 15590.74\n",
            "2020-03-26 20:00:00 | $$$ Take Profit Activated at 136.09 $$$\n",
            "2020-03-26 20:00:00 | Long Position Closed with 1.23 Profit :)))\n",
            "=======================================================\n",
            "2020-03-31 00:00:00 | Stop Loss: 135.59 | Take Profit : 131.23\n",
            "2020-03-31 00:00:00 | selling 117.7549 units at 132.40\n",
            "2020-03-31 00:00:00 | current balance 31181.49\n",
            "2020-03-31 00:00:00 | current net wealth 15590.74\n",
            "2020-03-31 00:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-03-31 03:00:00 | buying 117.7549 units at 132.14\n",
            "2020-03-31 03:00:00 | current balance 15621.36\n",
            "2020-03-31 03:00:00 | current net wealth 15621.36\n",
            "2020-03-31 03:00:00 | $$$ take profit activated at 131.23 $$$\n",
            "2020-03-31 03:00:00 | Short Position Closed  with 1.17 Profit :)))\n",
            "=======================================================\n",
            "2020-04-04 03:00:00 | Stop Loss: 139.31 | Take Profit : 142.56\n",
            "2020-04-04 03:00:00 | buying 111.7968 units at 139.73\n",
            "2020-04-04 03:00:00 | current balance -0.01\n",
            "2020-04-04 03:00:00 | current net wealth 15621.36\n",
            "2020-04-04 03:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-04-04 09:00:00 | selling 111.7968 units at 143.00\n",
            "2020-04-04 09:00:00 | current balance 15986.94\n",
            "2020-04-04 09:00:00 | current net wealth 15986.94\n",
            "2020-04-04 09:00:00 | $$$ Take Profit Activated at 142.56 $$$\n",
            "2020-04-04 09:00:00 | Long Position Closed with 2.83 Profit :)))\n",
            "=======================================================\n",
            "2020-04-10 03:00:00 | Stop Loss: 166.63 | Take Profit : 170.68\n",
            "2020-04-10 03:00:00 | buying 97.8572 units at 163.37\n",
            "2020-04-10 03:00:00 | current balance 0.00\n",
            "2020-04-10 03:00:00 | current net wealth 15986.94\n",
            "2020-04-10 03:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-04-10 04:00:00 | selling 97.8572 units at 163.28\n",
            "2020-04-10 04:00:00 | current balance 15978.13\n",
            "2020-04-10 04:00:00 | current net wealth 15978.13\n",
            "2020-04-10 04:00:00 | !!! StopLoss Activated at 166.63 !!!\n",
            "2020-04-10 04:00:00 | Long Position Closed with -3.26 Loss :((( \n",
            "=======================================================\n",
            "2020-04-14 14:00:00 | Stop Loss: 159.15 | Take Profit : 155.41\n",
            "2020-04-14 14:00:00 | selling 100.4851 units at 159.01\n",
            "2020-04-14 14:00:00 | current balance 31956.26\n",
            "2020-04-14 14:00:00 | current net wealth 15978.13\n",
            "2020-04-14 14:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-04-14 15:00:00 | buying 100.4851 units at 159.84\n",
            "2020-04-14 15:00:00 | current balance 15894.73\n",
            "2020-04-14 15:00:00 | current net wealth 15894.73\n",
            "2020-04-14 15:00:00 | !!! StopLoss Activated at 159.15 !!!\n",
            "2020-04-14 15:00:00 | Short Position Closed  with 0.14 Loss :((( \n",
            "=======================================================\n",
            "2020-04-14 16:00:00 | Stop Loss: 161.23 | Take Profit : 155.42\n",
            "2020-04-14 16:00:00 | selling 98.676 units at 161.08\n",
            "2020-04-14 16:00:00 | current balance 31789.46\n",
            "2020-04-14 16:00:00 | current net wealth 15894.73\n",
            "2020-04-14 16:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-04-14 17:00:00 | buying 98.676 units at 159.51\n",
            "2020-04-14 17:00:00 | current balance 16049.65\n",
            "2020-04-14 17:00:00 | current net wealth 16049.65\n",
            "2020-04-14 17:00:00 | !!! StopLoss Activated at 161.23 !!!\n",
            "2020-04-14 17:00:00 | Short Position Closed  with 0.15 Loss :((( \n",
            "=======================================================\n",
            "2020-04-14 18:00:00 | Stop Loss: 162.05 | Take Profit : 155.43\n",
            "2020-04-14 18:00:00 | selling 100.0913 units at 160.35\n",
            "2020-04-14 18:00:00 | current balance 32099.29\n",
            "2020-04-14 18:00:00 | current net wealth 16049.65\n",
            "2020-04-14 18:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-04-15 13:00:00 | buying 100.0913 units at 156.67\n",
            "2020-04-15 13:00:00 | current balance 16417.98\n",
            "2020-04-15 13:00:00 | current net wealth 16417.98\n",
            "2020-04-15 13:00:00 | $$$ take profit activated at 155.43 $$$\n",
            "2020-04-15 13:00:00 | Short Position Closed  with 4.92 Profit :)))\n",
            "=======================================================\n",
            "2020-05-04 01:00:00 | Stop Loss: 203.68 | Take Profit : 211.26\n",
            "2020-05-04 01:00:00 | buying 80.6068 units at 203.68\n",
            "2020-05-04 01:00:00 | current balance -0.01\n",
            "2020-05-04 01:00:00 | current net wealth 16417.98\n",
            "2020-05-04 01:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-05-04 02:00:00 | selling 80.6068 units at 203.70\n",
            "2020-05-04 02:00:00 | current balance 16419.60\n",
            "2020-05-04 02:00:00 | current net wealth 16419.60\n",
            "2020-05-04 02:00:00 | !!! StopLoss Activated at 203.68 !!!\n",
            "2020-05-04 02:00:00 | Long Position Closed with 0.00 Loss :((( \n",
            "=======================================================\n",
            "2020-05-06 13:00:00 | Stop Loss: 211.00 | Take Profit : 204.38\n",
            "2020-05-06 13:00:00 | selling 79.0277 units at 207.77\n",
            "2020-05-06 13:00:00 | current balance 32839.18\n",
            "2020-05-06 13:00:00 | current net wealth 16419.60\n",
            "2020-05-06 13:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-05-06 20:00:00 | buying 79.0277 units at 205.32\n",
            "2020-05-06 20:00:00 | current balance 16613.21\n",
            "2020-05-06 20:00:00 | current net wealth 16613.21\n",
            "2020-05-06 20:00:00 | $$$ take profit activated at 204.38 $$$\n",
            "2020-05-06 20:00:00 | Short Position Closed  with 3.39 Profit :)))\n",
            "=======================================================\n",
            "2020-05-10 00:00:00 | Stop Loss: 209.60 | Take Profit : 214.08\n",
            "2020-05-10 00:00:00 | buying 86.3562 units at 192.38\n",
            "2020-05-10 00:00:00 | current balance 0.01\n",
            "2020-05-10 00:00:00 | current net wealth 16613.21\n",
            "2020-05-10 00:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-05-10 01:00:00 | selling 86.3562 units at 190.39\n",
            "2020-05-10 01:00:00 | current balance 16441.36\n",
            "2020-05-10 01:00:00 | current net wealth 16441.36\n",
            "2020-05-10 01:00:00 | !!! StopLoss Activated at 209.60 !!!\n",
            "2020-05-10 01:00:00 | Long Position Closed with -17.22 Loss :((( \n",
            "=======================================================\n",
            "2020-05-12 09:00:00 | Stop Loss: 190.19 | Take Profit : 183.95\n",
            "2020-05-12 09:00:00 | selling 86.6247 units at 189.80\n",
            "2020-05-12 09:00:00 | current balance 32882.73\n",
            "2020-05-12 09:00:00 | current net wealth 16441.36\n",
            "2020-05-12 09:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-05-12 10:00:00 | buying 86.6247 units at 190.32\n",
            "2020-05-12 10:00:00 | current balance 16396.32\n",
            "2020-05-12 10:00:00 | current net wealth 16396.32\n",
            "2020-05-12 10:00:00 | !!! StopLoss Activated at 190.19 !!!\n",
            "2020-05-12 10:00:00 | Short Position Closed  with 0.39 Loss :((( \n",
            "=======================================================\n",
            "2020-05-12 11:00:00 | Stop Loss: 191.30 | Take Profit : 186.19\n",
            "2020-05-12 11:00:00 | selling 85.9301 units at 190.81\n",
            "2020-05-12 11:00:00 | current balance 32792.64\n",
            "2020-05-12 11:00:00 | current net wealth 16396.32\n",
            "2020-05-12 11:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-05-12 14:00:00 | buying 85.9301 units at 191.18\n",
            "2020-05-12 14:00:00 | current balance 16364.53\n",
            "2020-05-12 14:00:00 | current net wealth 16364.53\n",
            "2020-05-12 14:00:00 | !!! StopLoss Activated at 191.30 !!!\n",
            "2020-05-12 14:00:00 | Short Position Closed  with 0.49 Loss :((( \n",
            "=======================================================\n",
            "2020-05-12 15:00:00 | Stop Loss: 192.49 | Take Profit : 187.06\n",
            "2020-05-12 15:00:00 | selling 85.7275 units at 190.89\n",
            "2020-05-12 15:00:00 | current balance 32729.05\n",
            "2020-05-12 15:00:00 | current net wealth 16364.53\n",
            "2020-05-12 15:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-05-12 21:00:00 | buying 85.7275 units at 188.43\n",
            "2020-05-12 21:00:00 | current balance 16575.42\n",
            "2020-05-12 21:00:00 | current net wealth 16575.42\n",
            "2020-05-12 21:00:00 | $$$ take profit activated at 187.06 $$$\n",
            "2020-05-12 21:00:00 | Short Position Closed  with 3.83 Profit :)))\n",
            "=======================================================\n",
            "2020-05-13 03:00:00 | Stop Loss: 192.43 | Take Profit : 186.98\n",
            "2020-05-13 03:00:00 | selling 86.8505 units at 190.85\n",
            "2020-05-13 03:00:00 | current balance 33150.83\n",
            "2020-05-13 03:00:00 | current net wealth 16575.42\n",
            "2020-05-13 03:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-05-13 12:00:00 | buying 86.8505 units at 193.96\n",
            "2020-05-13 12:00:00 | current balance 16305.31\n",
            "2020-05-13 12:00:00 | current net wealth 16305.31\n",
            "2020-05-13 12:00:00 | !!! StopLoss Activated at 192.43 !!!\n",
            "2020-05-13 12:00:00 | Short Position Closed  with 1.58 Loss :((( \n",
            "=======================================================\n",
            "2020-05-13 23:00:00 | Stop Loss: 201.21 | Take Profit : 193.55\n",
            "2020-05-13 23:00:00 | selling 81.6981 units at 199.58\n",
            "2020-05-13 23:00:00 | current balance 32610.62\n",
            "2020-05-13 23:00:00 | current net wealth 16305.31\n",
            "2020-05-13 23:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-05-14 08:00:00 | buying 81.6981 units at 201.69\n",
            "2020-05-14 08:00:00 | current balance 16132.93\n",
            "2020-05-14 08:00:00 | current net wealth 16132.93\n",
            "2020-05-14 08:00:00 | !!! StopLoss Activated at 201.21 !!!\n",
            "2020-05-14 08:00:00 | Short Position Closed  with 1.63 Loss :((( \n",
            "=======================================================\n",
            "2020-05-14 18:00:00 | Stop Loss: 206.28 | Take Profit : 196.47\n",
            "2020-05-14 18:00:00 | selling 80.5478 units at 200.29\n",
            "2020-05-14 18:00:00 | current balance 32265.85\n",
            "2020-05-14 18:00:00 | current net wealth 16132.93\n",
            "2020-05-14 18:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-05-15 19:00:00 | buying 80.5478 units at 194.76\n",
            "2020-05-15 19:00:00 | current balance 16578.36\n",
            "2020-05-15 19:00:00 | current net wealth 16578.36\n",
            "2020-05-15 19:00:00 | $$$ take profit activated at 196.47 $$$\n",
            "2020-05-15 19:00:00 | Short Position Closed  with 3.82 Profit :)))\n",
            "=======================================================\n",
            "2020-05-19 04:00:00 | Stop Loss: 209.45 | Take Profit : 215.11\n",
            "2020-05-19 04:00:00 | buying 78.5779 units at 210.98\n",
            "2020-05-19 04:00:00 | current balance -0.01\n",
            "2020-05-19 04:00:00 | current net wealth 16578.36\n",
            "2020-05-19 04:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-05-19 11:00:00 | selling 78.5779 units at 212.90\n",
            "2020-05-19 11:00:00 | current balance 16729.23\n",
            "2020-05-19 11:00:00 | current net wealth 16729.23\n",
            "2020-05-19 11:00:00 | $$$ Take Profit Activated at 215.11 $$$\n",
            "2020-05-19 11:00:00 | Long Position Closed with 4.13 Profit :)))\n",
            "=======================================================\n",
            "2020-05-21 09:00:00 | Stop Loss: 204.51 | Take Profit : 211.46\n",
            "2020-05-21 09:00:00 | buying 81.1626 units at 206.12\n",
            "2020-05-21 09:00:00 | current balance -0.01\n",
            "2020-05-21 09:00:00 | current net wealth 16729.23\n",
            "2020-05-21 09:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-05-21 13:00:00 | selling 81.1626 units at 205.17\n",
            "2020-05-21 13:00:00 | current balance 16652.12\n",
            "2020-05-21 13:00:00 | current net wealth 16652.12\n",
            "2020-05-21 13:00:00 | !!! StopLoss Activated at 204.51 !!!\n",
            "2020-05-21 13:00:00 | Long Position Closed with 1.61 Loss :((( \n",
            "=======================================================\n",
            "2020-06-01 00:00:00 | Stop Loss: 229.28 | Take Profit : 237.44\n",
            "2020-06-01 00:00:00 | buying 71.3764 units at 233.30\n",
            "2020-06-01 00:00:00 | current balance 0.01\n",
            "2020-06-01 00:00:00 | current net wealth 16652.12\n",
            "2020-06-01 00:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-06-01 02:00:00 | selling 71.3764 units at 238.37\n",
            "2020-06-01 02:00:00 | current balance 17014.00\n",
            "2020-06-01 02:00:00 | current net wealth 17014.00\n",
            "2020-06-01 02:00:00 | $$$ Take Profit Activated at 237.44 $$$\n",
            "2020-06-01 02:00:00 | Long Position Closed with 4.14 Profit :)))\n",
            "=======================================================\n",
            "2020-06-13 15:00:00 | Stop Loss: 238.54 | Take Profit : 235.15\n",
            "2020-06-13 15:00:00 | selling 71.7527 units at 237.12\n",
            "2020-06-13 15:00:00 | current balance 34028.00\n",
            "2020-06-13 15:00:00 | current net wealth 17014.00\n",
            "2020-06-13 15:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-06-13 19:00:00 | buying 71.7527 units at 236.85\n",
            "2020-06-13 19:00:00 | current balance 17033.37\n",
            "2020-06-13 19:00:00 | current net wealth 17033.37\n",
            "2020-06-13 19:00:00 | !!! StopLoss Activated at 238.54 !!!\n",
            "2020-06-13 19:00:00 | Short Position Closed  with 1.42 Loss :((( \n",
            "=======================================================\n",
            "2020-06-16 04:00:00 | Stop Loss: 234.41 | Take Profit : 227.86\n",
            "2020-06-16 04:00:00 | selling 73.1297 units at 232.92\n",
            "2020-06-16 04:00:00 | current balance 34066.74\n",
            "2020-06-16 04:00:00 | current net wealth 17033.37\n",
            "2020-06-16 04:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-06-16 09:00:00 | buying 73.1297 units at 234.00\n",
            "2020-06-16 09:00:00 | current balance 16954.39\n",
            "2020-06-16 09:00:00 | current net wealth 16954.39\n",
            "2020-06-16 09:00:00 | !!! StopLoss Activated at 234.41 !!!\n",
            "2020-06-16 09:00:00 | Short Position Closed  with 1.49 Loss :((( \n",
            "=======================================================\n",
            "2020-06-16 10:00:00 | Stop Loss: 235.81 | Take Profit : 228.91\n",
            "2020-06-16 10:00:00 | selling 72.0268 units at 235.39\n",
            "2020-06-16 10:00:00 | current balance 33908.78\n",
            "2020-06-16 10:00:00 | current net wealth 16954.39\n",
            "2020-06-16 10:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-06-16 12:00:00 | buying 72.0268 units at 235.77\n",
            "2020-06-16 12:00:00 | current balance 16927.02\n",
            "2020-06-16 12:00:00 | current net wealth 16927.02\n",
            "2020-06-16 12:00:00 | !!! StopLoss Activated at 235.81 !!!\n",
            "2020-06-16 12:00:00 | Short Position Closed  with 0.42 Loss :((( \n",
            "=======================================================\n",
            "2020-06-16 13:00:00 | Stop Loss: 236.21 | Take Profit : 230.56\n",
            "2020-06-16 13:00:00 | selling 72.1127 units at 234.73\n",
            "2020-06-16 13:00:00 | current balance 33854.04\n",
            "2020-06-16 13:00:00 | current net wealth 16927.02\n",
            "2020-06-16 13:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-06-17 13:00:00 | buying 72.1127 units at 233.29\n",
            "2020-06-17 13:00:00 | current balance 17030.87\n",
            "2020-06-17 13:00:00 | current net wealth 17030.87\n",
            "2020-06-17 13:00:00 | !!! StopLoss Activated at 236.21 !!!\n",
            "2020-06-17 13:00:00 | Short Position Closed  with 1.48 Loss :((( \n",
            "=======================================================\n",
            "2020-06-24 08:00:00 | Stop Loss: 241.83 | Take Profit : 249.04\n",
            "2020-06-24 08:00:00 | buying 70.1003 units at 242.95\n",
            "2020-06-24 08:00:00 | current balance -0.00\n",
            "2020-06-24 08:00:00 | current net wealth 17030.87\n",
            "2020-06-24 08:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-06-24 10:00:00 | selling 70.1003 units at 238.63\n",
            "2020-06-24 10:00:00 | current balance 16728.03\n",
            "2020-06-24 10:00:00 | current net wealth 16728.03\n",
            "2020-06-24 10:00:00 | !!! StopLoss Activated at 241.83 !!!\n",
            "2020-06-24 10:00:00 | Long Position Closed with 1.12 Loss :((( \n",
            "=======================================================\n",
            "2020-06-25 09:00:00 | Stop Loss: 227.33 | Take Profit : 235.54\n",
            "2020-06-25 09:00:00 | buying 71.5393 units at 233.83\n",
            "2020-06-25 09:00:00 | current balance -0.00\n",
            "2020-06-25 09:00:00 | current net wealth 16728.03\n",
            "2020-06-25 09:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-06-27 15:00:00 | selling 71.5393 units at 227.56\n",
            "2020-06-27 15:00:00 | current balance 16279.48\n",
            "2020-06-27 15:00:00 | current net wealth 16279.48\n",
            "2020-06-27 15:00:00 | !!! StopLoss Activated at 227.33 !!!\n",
            "2020-06-27 15:00:00 | Long Position Closed with 6.50 Loss :((( \n",
            "=======================================================\n",
            "2020-07-10 05:00:00 | Stop Loss: 236.04 | Take Profit : 242.01\n",
            "2020-07-10 05:00:00 | buying 68.4558 units at 237.81\n",
            "2020-07-10 05:00:00 | current balance 0.01\n",
            "2020-07-10 05:00:00 | current net wealth 16279.48\n",
            "2020-07-10 05:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-07-12 13:00:00 | selling 68.4558 units at 237.60\n",
            "2020-07-12 13:00:00 | current balance 16265.10\n",
            "2020-07-12 13:00:00 | current net wealth 16265.10\n",
            "2020-07-12 13:00:00 | $$$ Take Profit Activated at 242.01 $$$\n",
            "2020-07-12 13:00:00 | Long Position Closed with 4.20 Profit :)))\n",
            "=======================================================\n",
            "2020-07-14 12:00:00 | Stop Loss: 236.86 | Take Profit : 240.57\n",
            "2020-07-14 12:00:00 | buying 67.9156 units at 239.49\n",
            "2020-07-14 12:00:00 | current balance -0.00\n",
            "2020-07-14 12:00:00 | current net wealth 16265.10\n",
            "2020-07-14 12:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-07-14 15:00:00 | selling 67.9156 units at 240.23\n",
            "2020-07-14 15:00:00 | current balance 16315.36\n",
            "2020-07-14 15:00:00 | current net wealth 16315.36\n",
            "2020-07-14 15:00:00 | $$$ Take Profit Activated at 240.57 $$$\n",
            "2020-07-14 15:00:00 | Long Position Closed with 1.08 Profit :)))\n",
            "=======================================================\n",
            "2020-07-17 13:00:00 | Stop Loss: 234.96 | Take Profit : 231.77\n",
            "2020-07-17 13:00:00 | selling 69.906 units at 233.39\n",
            "2020-07-17 13:00:00 | current balance 32630.72\n",
            "2020-07-17 13:00:00 | current net wealth 16315.36\n",
            "2020-07-17 13:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-07-18 09:00:00 | buying 69.906 units at 234.95\n",
            "2020-07-18 09:00:00 | current balance 16206.31\n",
            "2020-07-18 09:00:00 | current net wealth 16206.31\n",
            "2020-07-18 09:00:00 | !!! StopLoss Activated at 234.96 !!!\n",
            "2020-07-18 09:00:00 | Short Position Closed  with 1.57 Loss :((( \n",
            "=======================================================\n",
            "2020-07-18 19:00:00 | Stop Loss: 236.12 | Take Profit : 234.16\n",
            "2020-07-18 19:00:00 | selling 68.7932 units at 235.58\n",
            "2020-07-18 19:00:00 | current balance 32412.61\n",
            "2020-07-18 19:00:00 | current net wealth 16206.31\n",
            "2020-07-18 19:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-07-18 20:00:00 | buying 68.7932 units at 236.15\n",
            "2020-07-18 20:00:00 | current balance 16167.10\n",
            "2020-07-18 20:00:00 | current net wealth 16167.10\n",
            "2020-07-18 20:00:00 | !!! StopLoss Activated at 236.12 !!!\n",
            "2020-07-18 20:00:00 | Short Position Closed  with 0.54 Loss :((( \n",
            "=======================================================\n",
            "2020-07-18 21:00:00 | Stop Loss: 236.89 | Take Profit : 234.31\n",
            "2020-07-18 21:00:00 | selling 68.5308 units at 235.91\n",
            "2020-07-18 21:00:00 | current balance 32334.20\n",
            "2020-07-18 21:00:00 | current net wealth 16167.10\n",
            "2020-07-18 21:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-07-19 05:00:00 | buying 68.5308 units at 234.14\n",
            "2020-07-19 05:00:00 | current balance 16288.40\n",
            "2020-07-19 05:00:00 | current net wealth 16288.40\n",
            "2020-07-19 05:00:00 | $$$ take profit activated at 234.31 $$$\n",
            "2020-07-19 05:00:00 | Short Position Closed  with 1.60 Profit :)))\n",
            "=======================================================\n",
            "2020-07-28 09:00:00 | Stop Loss: 312.48 | Take Profit : 326.85\n",
            "2020-07-28 09:00:00 | buying 52.5127 units at 310.18\n",
            "2020-07-28 09:00:00 | current balance 0.01\n",
            "2020-07-28 09:00:00 | current net wealth 16288.40\n",
            "2020-07-28 09:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-07-28 10:00:00 | selling 52.5127 units at 313.16\n",
            "2020-07-28 10:00:00 | current balance 16444.88\n",
            "2020-07-28 10:00:00 | current net wealth 16444.88\n",
            "2020-07-28 10:00:00 | !!! StopLoss Activated at 312.48 !!!\n",
            "2020-07-28 10:00:00 | Long Position Closed with -2.30 Loss :((( \n",
            "=======================================================\n",
            "2020-08-06 11:00:00 | Stop Loss: 391.88 | Take Profit : 398.97\n",
            "2020-08-06 11:00:00 | buying 41.6854 units at 394.50\n",
            "2020-08-06 11:00:00 | current balance -0.01\n",
            "2020-08-06 11:00:00 | current net wealth 16444.88\n",
            "2020-08-06 11:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-08-06 13:00:00 | selling 41.6854 units at 399.19\n",
            "2020-08-06 13:00:00 | current balance 16640.39\n",
            "2020-08-06 13:00:00 | current net wealth 16640.39\n",
            "2020-08-06 13:00:00 | $$$ Take Profit Activated at 398.97 $$$\n",
            "2020-08-06 13:00:00 | Long Position Closed with 4.47 Profit :)))\n",
            "=======================================================\n",
            "2020-08-07 08:00:00 | Stop Loss: 390.19 | Take Profit : 397.94\n",
            "2020-08-07 08:00:00 | buying 42.0701 units at 395.54\n",
            "2020-08-07 08:00:00 | current balance -0.02\n",
            "2020-08-07 08:00:00 | current net wealth 16640.39\n",
            "2020-08-07 08:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-08-07 14:00:00 | selling 42.0701 units at 384.91\n",
            "2020-08-07 14:00:00 | current balance 16193.18\n",
            "2020-08-07 14:00:00 | current net wealth 16193.18\n",
            "2020-08-07 14:00:00 | !!! StopLoss Activated at 390.19 !!!\n",
            "2020-08-07 14:00:00 | Long Position Closed with 5.35 Loss :((( \n",
            "=======================================================\n",
            "2020-08-12 20:00:00 | Stop Loss: 389.31 | Take Profit : 380.20\n",
            "2020-08-12 20:00:00 | selling 41.935 units at 386.15\n",
            "2020-08-12 20:00:00 | current balance 32386.38\n",
            "2020-08-12 20:00:00 | current net wealth 16193.18\n",
            "2020-08-12 20:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-08-13 00:00:00 | buying 41.935 units at 393.83\n",
            "2020-08-13 00:00:00 | current balance 15871.12\n",
            "2020-08-13 00:00:00 | current net wealth 15871.12\n",
            "2020-08-13 00:00:00 | !!! StopLoss Activated at 389.31 !!!\n",
            "2020-08-13 00:00:00 | Short Position Closed  with 3.16 Loss :((( \n",
            "=======================================================\n",
            "2020-08-16 01:00:00 | Stop Loss: 426.21 | Take Profit : 438.61\n",
            "2020-08-16 01:00:00 | buying 36.9122 units at 429.97\n",
            "2020-08-16 01:00:00 | current balance -0.02\n",
            "2020-08-16 01:00:00 | current net wealth 15871.12\n",
            "2020-08-16 01:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-08-16 02:00:00 | selling 36.9122 units at 426.44\n",
            "2020-08-16 02:00:00 | current balance 15740.82\n",
            "2020-08-16 02:00:00 | current net wealth 15740.82\n",
            "2020-08-16 02:00:00 | !!! StopLoss Activated at 426.21 !!!\n",
            "2020-08-16 02:00:00 | Long Position Closed with 3.76 Loss :((( \n",
            "=======================================================\n",
            "2020-08-16 03:00:00 | Stop Loss: 420.98 | Take Profit : 436.50\n",
            "2020-08-16 03:00:00 | buying 36.8853 units at 426.75\n",
            "2020-08-16 03:00:00 | current balance 0.02\n",
            "2020-08-16 03:00:00 | current net wealth 15740.82\n",
            "2020-08-16 03:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-08-16 11:00:00 | selling 36.8853 units at 417.86\n",
            "2020-08-16 11:00:00 | current balance 15412.91\n",
            "2020-08-16 11:00:00 | current net wealth 15412.91\n",
            "2020-08-16 11:00:00 | !!! StopLoss Activated at 420.98 !!!\n",
            "2020-08-16 11:00:00 | Long Position Closed with 5.77 Loss :((( \n",
            "=======================================================\n",
            "2020-08-16 12:00:00 | Stop Loss: 415.79 | Take Profit : 429.54\n",
            "2020-08-16 12:00:00 | buying 36.7245 units at 419.69\n",
            "2020-08-16 12:00:00 | current balance 0.01\n",
            "2020-08-16 12:00:00 | current net wealth 15412.91\n",
            "2020-08-16 12:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-08-16 15:00:00 | selling 36.7245 units at 430.34\n",
            "2020-08-16 15:00:00 | current balance 15804.03\n",
            "2020-08-16 15:00:00 | current net wealth 15804.03\n",
            "2020-08-16 15:00:00 | $$$ Take Profit Activated at 429.54 $$$\n",
            "2020-08-16 15:00:00 | Long Position Closed with 9.85 Profit :)))\n",
            "=======================================================\n",
            "2020-08-18 12:00:00 | Stop Loss: 425.74 | Take Profit : 432.18\n",
            "2020-08-18 12:00:00 | buying 36.8041 units at 429.41\n",
            "2020-08-18 12:00:00 | current balance -0.02\n",
            "2020-08-18 12:00:00 | current net wealth 15804.03\n",
            "2020-08-18 12:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-08-18 13:00:00 | selling 36.8041 units at 426.04\n",
            "2020-08-18 13:00:00 | current balance 15680.00\n",
            "2020-08-18 13:00:00 | current net wealth 15680.00\n",
            "2020-08-18 13:00:00 | !!! StopLoss Activated at 425.74 !!!\n",
            "2020-08-18 13:00:00 | Long Position Closed with 3.67 Loss :((( \n",
            "=======================================================\n",
            "2020-08-18 14:00:00 | Stop Loss: 420.70 | Take Profit : 431.45\n",
            "2020-08-18 14:00:00 | buying 37.1282 units at 422.32\n",
            "2020-08-18 14:00:00 | current balance 0.02\n",
            "2020-08-18 14:00:00 | current net wealth 15680.00\n",
            "2020-08-18 14:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-08-18 15:00:00 | selling 37.1282 units at 420.12\n",
            "2020-08-18 15:00:00 | current balance 15598.32\n",
            "2020-08-18 15:00:00 | current net wealth 15598.32\n",
            "2020-08-18 15:00:00 | !!! StopLoss Activated at 420.70 !!!\n",
            "2020-08-18 15:00:00 | Long Position Closed with 1.62 Loss :((( \n",
            "=======================================================\n",
            "2020-08-19 04:00:00 | Stop Loss: 414.53 | Take Profit : 428.79\n",
            "2020-08-19 04:00:00 | buying 37.8379 units at 412.24\n",
            "2020-08-19 04:00:00 | current balance 0.02\n",
            "2020-08-19 04:00:00 | current net wealth 15598.32\n",
            "2020-08-19 04:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-08-19 05:00:00 | selling 37.8379 units at 408.50\n",
            "2020-08-19 05:00:00 | current balance 15456.80\n",
            "2020-08-19 05:00:00 | current net wealth 15456.80\n",
            "2020-08-19 05:00:00 | !!! StopLoss Activated at 414.53 !!!\n",
            "2020-08-19 05:00:00 | Long Position Closed with -2.29 Loss :((( \n",
            "=======================================================\n",
            "2020-08-22 22:00:00 | Stop Loss: 394.00 | Take Profit : 387.73\n",
            "2020-08-22 22:00:00 | selling 39.3123 units at 393.18\n",
            "2020-08-22 22:00:00 | current balance 30913.61\n",
            "2020-08-22 22:00:00 | current net wealth 15456.80\n",
            "2020-08-22 22:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-08-22 23:00:00 | buying 39.3123 units at 395.24\n",
            "2020-08-22 23:00:00 | current balance 15375.82\n",
            "2020-08-22 23:00:00 | current net wealth 15375.82\n",
            "2020-08-22 23:00:00 | !!! StopLoss Activated at 394.00 !!!\n",
            "2020-08-22 23:00:00 | Short Position Closed  with 0.82 Loss :((( \n",
            "=======================================================\n",
            "2020-08-23 00:00:00 | Stop Loss: 397.44 | Take Profit : 387.73\n",
            "2020-08-23 00:00:00 | selling 39.0934 units at 393.31\n",
            "2020-08-23 00:00:00 | current balance 30751.64\n",
            "2020-08-23 00:00:00 | current net wealth 15375.82\n",
            "2020-08-23 00:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-08-23 05:00:00 | buying 39.0934 units at 388.95\n",
            "2020-08-23 05:00:00 | current balance 15546.27\n",
            "2020-08-23 05:00:00 | current net wealth 15546.27\n",
            "2020-08-23 05:00:00 | $$$ take profit activated at 387.73 $$$\n",
            "2020-08-23 05:00:00 | Short Position Closed  with 5.58 Profit :)))\n",
            "=======================================================\n",
            "2020-08-24 07:00:00 | Stop Loss: 396.33 | Take Profit : 387.75\n",
            "2020-08-24 07:00:00 | selling 39.0178 units at 398.44\n",
            "2020-08-24 07:00:00 | current balance 31092.52\n",
            "2020-08-24 07:00:00 | current net wealth 15546.27\n",
            "2020-08-24 07:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-08-24 08:00:00 | buying 39.0178 units at 404.75\n",
            "2020-08-24 08:00:00 | current balance 15300.06\n",
            "2020-08-24 08:00:00 | current net wealth 15300.06\n",
            "2020-08-24 08:00:00 | !!! StopLoss Activated at 396.33 !!!\n",
            "2020-08-24 08:00:00 | Short Position Closed  with -2.11 Loss :((( \n",
            "=======================================================\n",
            "2020-08-25 00:00:00 | Stop Loss: 410.79 | Take Profit : 398.45\n",
            "2020-08-25 00:00:00 | selling 37.7416 units at 405.39\n",
            "2020-08-25 00:00:00 | current balance 30600.13\n",
            "2020-08-25 00:00:00 | current net wealth 15300.06\n",
            "2020-08-25 00:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-08-25 06:00:00 | buying 37.7416 units at 397.34\n",
            "2020-08-25 06:00:00 | current balance 15603.88\n",
            "2020-08-25 06:00:00 | current net wealth 15603.88\n",
            "2020-08-25 06:00:00 | $$$ take profit activated at 398.45 $$$\n",
            "2020-08-25 06:00:00 | Short Position Closed  with 6.94 Profit :)))\n",
            "=======================================================\n",
            "2020-09-03 11:00:00 | Stop Loss: 421.12 | Take Profit : 449.82\n",
            "2020-09-03 11:00:00 | buying 36.9192 units at 422.65\n",
            "2020-09-03 11:00:00 | current balance -0.02\n",
            "2020-09-03 11:00:00 | current net wealth 15603.88\n",
            "2020-09-03 11:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-09-03 12:00:00 | selling 36.9192 units at 412.41\n",
            "2020-09-03 12:00:00 | current balance 15225.83\n",
            "2020-09-03 12:00:00 | current net wealth 15225.83\n",
            "2020-09-03 12:00:00 | !!! StopLoss Activated at 421.12 !!!\n",
            "2020-09-03 12:00:00 | Long Position Closed with 1.53 Loss :((( \n",
            "=======================================================\n",
            "2020-09-03 14:00:00 | Stop Loss: 398.96 | Take Profit : 444.55\n",
            "2020-09-03 14:00:00 | buying 36.9147 units at 412.46\n",
            "2020-09-03 14:00:00 | current balance -0.01\n",
            "2020-09-03 14:00:00 | current net wealth 15225.83\n",
            "2020-09-03 14:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-09-03 15:00:00 | selling 36.9147 units at 403.64\n",
            "2020-09-03 15:00:00 | current balance 14900.24\n",
            "2020-09-03 15:00:00 | current net wealth 14900.24\n",
            "2020-09-03 15:00:00 | !!! StopLoss Activated at 398.96 !!!\n",
            "2020-09-03 15:00:00 | Long Position Closed with 13.50 Loss :((( \n",
            "=======================================================\n",
            "2020-09-06 22:00:00 | Stop Loss: 361.05 | Take Profit : 338.05\n",
            "2020-09-06 22:00:00 | selling 42.3832 units at 351.56\n",
            "2020-09-06 22:00:00 | current balance 29800.48\n",
            "2020-09-06 22:00:00 | current net wealth 14900.24\n",
            "2020-09-06 22:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-09-07 10:00:00 | buying 42.3832 units at 339.22\n",
            "2020-09-07 10:00:00 | current balance 15423.25\n",
            "2020-09-07 10:00:00 | current net wealth 15423.25\n",
            "2020-09-07 10:00:00 | $$$ take profit activated at 338.05 $$$\n",
            "2020-09-07 10:00:00 | Short Position Closed  with 13.51 Profit :)))\n",
            "=======================================================\n",
            "2020-09-10 02:00:00 | Stop Loss: 369.30 | Take Profit : 349.18\n",
            "2020-09-10 02:00:00 | selling 42.0172 units at 367.07\n",
            "2020-09-10 02:00:00 | current balance 30846.51\n",
            "2020-09-10 02:00:00 | current net wealth 15423.25\n",
            "2020-09-10 02:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-09-10 03:00:00 | buying 42.0172 units at 370.21\n",
            "2020-09-10 03:00:00 | current balance 15291.32\n",
            "2020-09-10 03:00:00 | current net wealth 15291.32\n",
            "2020-09-10 03:00:00 | !!! StopLoss Activated at 369.30 !!!\n",
            "2020-09-10 03:00:00 | Short Position Closed  with 2.23 Loss :((( \n",
            "=======================================================\n",
            "2020-09-10 04:00:00 | Stop Loss: 372.11 | Take Profit : 350.52\n",
            "2020-09-10 04:00:00 | selling 41.0109 units at 372.86\n",
            "2020-09-10 04:00:00 | current balance 30582.64\n",
            "2020-09-10 04:00:00 | current net wealth 15291.32\n",
            "2020-09-10 04:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-09-10 05:00:00 | buying 41.0109 units at 370.86\n",
            "2020-09-10 05:00:00 | current balance 15373.34\n",
            "2020-09-10 05:00:00 | current net wealth 15373.34\n",
            "2020-09-10 05:00:00 | !!! StopLoss Activated at 372.11 !!!\n",
            "2020-09-10 05:00:00 | Short Position Closed  with -0.75 Loss :((( \n",
            "=======================================================\n",
            "2020-09-10 15:00:00 | Stop Loss: 377.90 | Take Profit : 360.65\n",
            "2020-09-10 15:00:00 | selling 41.4476 units at 370.91\n",
            "2020-09-10 15:00:00 | current balance 30746.67\n",
            "2020-09-10 15:00:00 | current net wealth 15373.34\n",
            "2020-09-10 15:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-09-11 03:00:00 | buying 41.4476 units at 357.05\n",
            "2020-09-11 03:00:00 | current balance 15947.80\n",
            "2020-09-11 03:00:00 | current net wealth 15947.80\n",
            "2020-09-11 03:00:00 | $$$ take profit activated at 360.65 $$$\n",
            "2020-09-11 03:00:00 | Short Position Closed  with 10.26 Profit :)))\n",
            "=======================================================\n",
            "2020-09-16 07:00:00 | Stop Loss: 354.54 | Take Profit : 368.81\n",
            "2020-09-16 07:00:00 | buying 43.6173 units at 365.63\n",
            "2020-09-16 07:00:00 | current balance 0.01\n",
            "2020-09-16 07:00:00 | current net wealth 15947.80\n",
            "2020-09-16 07:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-09-16 13:00:00 | selling 43.6173 units at 367.58\n",
            "2020-09-16 13:00:00 | current balance 16032.86\n",
            "2020-09-16 13:00:00 | current net wealth 16032.86\n",
            "2020-09-16 13:00:00 | $$$ Take Profit Activated at 368.81 $$$\n",
            "2020-09-16 13:00:00 | Long Position Closed with 3.18 Profit :)))\n",
            "=======================================================\n",
            "2020-09-20 09:00:00 | Stop Loss: 379.17 | Take Profit : 385.46\n",
            "2020-09-20 09:00:00 | buying 42.1451 units at 380.42\n",
            "2020-09-20 09:00:00 | current balance 0.02\n",
            "2020-09-20 09:00:00 | current net wealth 16032.86\n",
            "2020-09-20 09:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-09-20 10:00:00 | selling 42.1451 units at 381.06\n",
            "2020-09-20 10:00:00 | current balance 16059.83\n",
            "2020-09-20 10:00:00 | current net wealth 16059.83\n",
            "2020-09-20 10:00:00 | !!! StopLoss Activated at 379.17 !!!\n",
            "2020-09-20 10:00:00 | Long Position Closed with 1.25 Loss :((( \n",
            "=======================================================\n",
            "2020-09-20 11:00:00 | Stop Loss: 376.98 | Take Profit : 383.49\n",
            "2020-09-20 11:00:00 | buying 42.324 units at 379.45\n",
            "2020-09-20 11:00:00 | current balance -0.01\n",
            "2020-09-20 11:00:00 | current net wealth 16059.83\n",
            "2020-09-20 11:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-09-20 12:00:00 | selling 42.324 units at 372.30\n",
            "2020-09-20 12:00:00 | current balance 15757.21\n",
            "2020-09-20 12:00:00 | current net wealth 15757.21\n",
            "2020-09-20 12:00:00 | !!! StopLoss Activated at 376.98 !!!\n",
            "2020-09-20 12:00:00 | Long Position Closed with 2.47 Loss :((( \n",
            "=======================================================\n",
            "2020-09-24 23:00:00 | Stop Loss: 353.56 | Take Profit : 333.45\n",
            "2020-09-24 23:00:00 | selling 45.1535 units at 348.97\n",
            "2020-09-24 23:00:00 | current balance 31514.43\n",
            "2020-09-24 23:00:00 | current net wealth 15757.21\n",
            "2020-09-24 23:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-09-25 18:00:00 | buying 45.1535 units at 353.91\n",
            "2020-09-25 18:00:00 | current balance 15534.16\n",
            "2020-09-25 18:00:00 | current net wealth 15534.16\n",
            "2020-09-25 18:00:00 | !!! StopLoss Activated at 353.56 !!!\n",
            "2020-09-25 18:00:00 | Short Position Closed  with 4.59 Loss :((( \n",
            "=======================================================\n",
            "2020-09-25 19:00:00 | Stop Loss: 355.83 | Take Profit : 338.18\n",
            "2020-09-25 19:00:00 | selling 43.8979 units at 353.87\n",
            "2020-09-25 19:00:00 | current balance 31068.31\n",
            "2020-09-25 19:00:00 | current net wealth 15534.16\n",
            "2020-09-25 19:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-09-25 20:00:00 | buying 43.8979 units at 354.59\n",
            "2020-09-25 20:00:00 | current balance 15502.55\n",
            "2020-09-25 20:00:00 | current net wealth 15502.55\n",
            "2020-09-25 20:00:00 | !!! StopLoss Activated at 355.83 !!!\n",
            "2020-09-25 20:00:00 | Short Position Closed  with 1.96 Loss :((( \n",
            "=======================================================\n",
            "2020-09-25 21:00:00 | Stop Loss: 358.42 | Take Profit : 339.59\n",
            "2020-09-25 21:00:00 | selling 43.4184 units at 357.05\n",
            "2020-09-25 21:00:00 | current balance 31005.09\n",
            "2020-09-25 21:00:00 | current net wealth 15502.55\n",
            "2020-09-25 21:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-09-27 00:00:00 | buying 43.4184 units at 359.77\n",
            "2020-09-27 00:00:00 | current balance 15384.45\n",
            "2020-09-27 00:00:00 | current net wealth 15384.45\n",
            "2020-09-27 00:00:00 | !!! StopLoss Activated at 358.42 !!!\n",
            "2020-09-27 00:00:00 | Short Position Closed  with 1.37 Loss :((( \n",
            "=======================================================\n",
            "2020-10-03 04:00:00 | Stop Loss: 349.54 | Take Profit : 341.70\n",
            "2020-10-03 04:00:00 | selling 44.2069 units at 348.01\n",
            "2020-10-03 04:00:00 | current balance 30768.89\n",
            "2020-10-03 04:00:00 | current net wealth 15384.45\n",
            "2020-10-03 04:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-10-03 11:00:00 | buying 44.2069 units at 347.57\n",
            "2020-10-03 11:00:00 | current balance 15403.90\n",
            "2020-10-03 11:00:00 | current net wealth 15403.90\n",
            "2020-10-03 11:00:00 | !!! StopLoss Activated at 349.54 !!!\n",
            "2020-10-03 11:00:00 | Short Position Closed  with 1.53 Loss :((( \n",
            "=======================================================\n",
            "2020-10-03 12:00:00 | Stop Loss: 350.21 | Take Profit : 344.69\n",
            "2020-10-03 12:00:00 | selling 44.4762 units at 346.34\n",
            "2020-10-03 12:00:00 | current balance 30807.79\n",
            "2020-10-03 12:00:00 | current net wealth 15403.90\n",
            "2020-10-03 12:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-10-03 18:00:00 | buying 44.4762 units at 350.28\n",
            "2020-10-03 18:00:00 | current balance 15228.67\n",
            "2020-10-03 18:00:00 | current net wealth 15228.67\n",
            "2020-10-03 18:00:00 | !!! StopLoss Activated at 350.21 !!!\n",
            "2020-10-03 18:00:00 | Short Position Closed  with 3.87 Loss :((( \n",
            "=======================================================\n",
            "2020-10-03 19:00:00 | Stop Loss: 351.25 | Take Profit : 345.37\n",
            "2020-10-03 19:00:00 | selling 43.503 units at 350.06\n",
            "2020-10-03 19:00:00 | current balance 30457.33\n",
            "2020-10-03 19:00:00 | current net wealth 15228.67\n",
            "2020-10-03 19:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-10-04 00:00:00 | buying 43.503 units at 346.87\n",
            "2020-10-04 00:00:00 | current balance 15367.44\n",
            "2020-10-04 00:00:00 | current net wealth 15367.44\n",
            "2020-10-04 00:00:00 | $$$ take profit activated at 345.37 $$$\n",
            "2020-10-04 00:00:00 | Short Position Closed  with 4.69 Profit :)))\n",
            "=======================================================\n",
            "2020-10-12 07:00:00 | Stop Loss: 371.10 | Take Profit : 375.20\n",
            "2020-10-12 07:00:00 | buying 41.074 units at 374.14\n",
            "2020-10-12 07:00:00 | current balance 0.01\n",
            "2020-10-12 07:00:00 | current net wealth 15367.44\n",
            "2020-10-12 07:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-10-12 08:00:00 | selling 41.074 units at 373.64\n",
            "2020-10-12 08:00:00 | current balance 15346.90\n",
            "2020-10-12 08:00:00 | current net wealth 15346.90\n",
            "2020-10-12 08:00:00 | $$$ Take Profit Activated at 375.20 $$$\n",
            "2020-10-12 08:00:00 | Long Position Closed with 1.06 Profit :)))\n",
            "=======================================================\n",
            "2020-10-12 09:00:00 | Stop Loss: 370.12 | Take Profit : 375.19\n",
            "2020-10-12 09:00:00 | buying 41.1423 units at 373.02\n",
            "2020-10-12 09:00:00 | current balance 0.00\n",
            "2020-10-12 09:00:00 | current net wealth 15346.90\n",
            "2020-10-12 09:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-10-12 10:00:00 | selling 41.1423 units at 367.50\n",
            "2020-10-12 10:00:00 | current balance 15119.80\n",
            "2020-10-12 10:00:00 | current net wealth 15119.80\n",
            "2020-10-12 10:00:00 | !!! StopLoss Activated at 370.12 !!!\n",
            "2020-10-12 10:00:00 | Long Position Closed with 2.90 Loss :((( \n",
            "=======================================================\n",
            "2020-10-14 16:00:00 | Stop Loss: 374.62 | Take Profit : 387.03\n",
            "2020-10-14 16:00:00 | buying 40.2401 units at 375.74\n",
            "2020-10-14 16:00:00 | current balance -0.02\n",
            "2020-10-14 16:00:00 | current net wealth 15119.80\n",
            "2020-10-14 16:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-10-14 17:00:00 | selling 40.2401 units at 374.58\n",
            "2020-10-14 17:00:00 | current balance 15073.12\n",
            "2020-10-14 17:00:00 | current net wealth 15073.12\n",
            "2020-10-14 17:00:00 | !!! StopLoss Activated at 374.62 !!!\n",
            "2020-10-14 17:00:00 | Long Position Closed with 1.12 Loss :((( \n",
            "=======================================================\n",
            "2020-10-14 18:00:00 | Stop Loss: 372.76 | Take Profit : 387.04\n",
            "2020-10-14 18:00:00 | buying 40.1148 units at 375.75\n",
            "2020-10-14 18:00:00 | current balance -0.02\n",
            "2020-10-14 18:00:00 | current net wealth 15073.12\n",
            "2020-10-14 18:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-10-15 09:00:00 | selling 40.1148 units at 372.32\n",
            "2020-10-15 09:00:00 | current balance 14935.53\n",
            "2020-10-15 09:00:00 | current net wealth 14935.53\n",
            "2020-10-15 09:00:00 | !!! StopLoss Activated at 372.76 !!!\n",
            "2020-10-15 09:00:00 | Long Position Closed with 2.99 Loss :((( \n",
            "=======================================================\n",
            "2020-10-15 10:00:00 | Stop Loss: 369.86 | Take Profit : 380.63\n",
            "2020-10-15 10:00:00 | buying 39.988 units at 373.50\n",
            "2020-10-15 10:00:00 | current balance 0.01\n",
            "2020-10-15 10:00:00 | current net wealth 14935.53\n",
            "2020-10-15 10:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-10-15 12:00:00 | selling 39.988 units at 375.47\n",
            "2020-10-15 12:00:00 | current balance 15014.30\n",
            "2020-10-15 12:00:00 | current net wealth 15014.30\n",
            "2020-10-15 12:00:00 | !!! StopLoss Activated at 369.86 !!!\n",
            "2020-10-15 12:00:00 | Long Position Closed with 3.64 Loss :((( \n",
            "=======================================================\n",
            "2020-10-15 13:00:00 | Stop Loss: 369.51 | Take Profit : 380.61\n",
            "2020-10-15 13:00:00 | buying 39.811 units at 377.14\n",
            "2020-10-15 13:00:00 | current balance -0.02\n",
            "2020-10-15 13:00:00 | current net wealth 15014.30\n",
            "2020-10-15 13:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-10-15 20:00:00 | selling 39.811 units at 380.20\n",
            "2020-10-15 20:00:00 | current balance 15136.12\n",
            "2020-10-15 20:00:00 | current net wealth 15136.12\n",
            "2020-10-15 20:00:00 | $$$ Take Profit Activated at 380.61 $$$\n",
            "2020-10-15 20:00:00 | Long Position Closed with 3.47 Profit :)))\n",
            "=======================================================\n",
            "2020-10-17 15:00:00 | Stop Loss: 369.44 | Take Profit : 364.64\n",
            "2020-10-17 15:00:00 | selling 41.1654 units at 367.69\n",
            "2020-10-17 15:00:00 | current balance 30272.23\n",
            "2020-10-17 15:00:00 | current net wealth 15136.12\n",
            "2020-10-17 15:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-10-18 00:00:00 | buying 41.1654 units at 368.86\n",
            "2020-10-18 00:00:00 | current balance 15087.96\n",
            "2020-10-18 00:00:00 | current net wealth 15087.96\n",
            "2020-10-18 00:00:00 | !!! StopLoss Activated at 369.44 !!!\n",
            "2020-10-18 00:00:00 | Short Position Closed  with 1.75 Loss :((( \n",
            "=======================================================\n",
            "2020-10-18 01:00:00 | Stop Loss: 370.66 | Take Profit : 365.92\n",
            "2020-10-18 01:00:00 | selling 40.7992 units at 369.81\n",
            "2020-10-18 01:00:00 | current balance 30175.91\n",
            "2020-10-18 01:00:00 | current net wealth 15087.96\n",
            "2020-10-18 01:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-10-18 06:00:00 | buying 40.7992 units at 373.76\n",
            "2020-10-18 06:00:00 | current balance 14926.80\n",
            "2020-10-18 06:00:00 | current net wealth 14926.80\n",
            "2020-10-18 06:00:00 | !!! StopLoss Activated at 370.66 !!!\n",
            "2020-10-18 06:00:00 | Short Position Closed  with 0.85 Loss :((( \n",
            "=======================================================\n",
            "2020-10-25 08:00:00 | Stop Loss: 404.66 | Take Profit : 417.06\n",
            "2020-10-25 08:00:00 | buying 36.4851 units at 409.12\n",
            "2020-10-25 08:00:00 | current balance 0.02\n",
            "2020-10-25 08:00:00 | current net wealth 14926.80\n",
            "2020-10-25 08:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-10-25 16:00:00 | selling 36.4851 units at 407.87\n",
            "2020-10-25 16:00:00 | current balance 14881.20\n",
            "2020-10-25 16:00:00 | current net wealth 14881.20\n",
            "2020-10-25 16:00:00 | !!! StopLoss Activated at 404.66 !!!\n",
            "2020-10-25 16:00:00 | Long Position Closed with 4.46 Loss :((( \n",
            "=======================================================\n",
            "2020-10-25 23:00:00 | Stop Loss: 402.22 | Take Profit : 408.91\n",
            "2020-10-25 23:00:00 | buying 36.6658 units at 405.86\n",
            "2020-10-25 23:00:00 | current balance 0.02\n",
            "2020-10-25 23:00:00 | current net wealth 14881.20\n",
            "2020-10-25 23:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-10-26 01:00:00 | selling 36.6658 units at 408.22\n",
            "2020-10-26 01:00:00 | current balance 14967.73\n",
            "2020-10-26 01:00:00 | current net wealth 14967.73\n",
            "2020-10-26 01:00:00 | $$$ Take Profit Activated at 408.91 $$$\n",
            "2020-10-26 01:00:00 | Long Position Closed with 3.05 Profit :)))\n",
            "=======================================================\n",
            "2020-10-26 08:00:00 | Stop Loss: 402.61 | Take Profit : 410.84\n",
            "2020-10-26 08:00:00 | buying 36.8636 units at 406.03\n",
            "2020-10-26 08:00:00 | current balance 0.00\n",
            "2020-10-26 08:00:00 | current net wealth 14967.73\n",
            "2020-10-26 08:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-10-26 15:00:00 | selling 36.8636 units at 393.62\n",
            "2020-10-26 15:00:00 | current balance 14510.25\n",
            "2020-10-26 15:00:00 | current net wealth 14510.25\n",
            "2020-10-26 15:00:00 | !!! StopLoss Activated at 402.61 !!!\n",
            "2020-10-26 15:00:00 | Long Position Closed with 3.42 Loss :((( \n",
            "=======================================================\n",
            "2020-10-31 09:00:00 | Stop Loss: 389.07 | Take Profit : 380.23\n",
            "2020-10-31 09:00:00 | selling 37.2163 units at 389.89\n",
            "2020-10-31 09:00:00 | current balance 29020.51\n",
            "2020-10-31 09:00:00 | current net wealth 14510.25\n",
            "2020-10-31 09:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-10-31 10:00:00 | buying 37.2163 units at 389.06\n",
            "2020-10-31 10:00:00 | current balance 14541.14\n",
            "2020-10-31 10:00:00 | current net wealth 14541.14\n",
            "2020-10-31 10:00:00 | !!! StopLoss Activated at 389.07 !!!\n",
            "2020-10-31 10:00:00 | Short Position Closed  with -0.82 Loss :((( \n",
            "=======================================================\n",
            "2020-10-31 11:00:00 | Stop Loss: 395.26 | Take Profit : 381.31\n",
            "2020-10-31 11:00:00 | selling 37.2544 units at 390.32\n",
            "2020-10-31 11:00:00 | current balance 29082.28\n",
            "2020-10-31 11:00:00 | current net wealth 14541.14\n",
            "2020-10-31 11:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-11-01 20:00:00 | buying 37.2544 units at 394.28\n",
            "2020-11-01 20:00:00 | current balance 14393.61\n",
            "2020-11-01 20:00:00 | current net wealth 14393.61\n",
            "2020-11-01 20:00:00 | !!! StopLoss Activated at 395.26 !!!\n",
            "2020-11-01 20:00:00 | Short Position Closed  with 4.94 Loss :((( \n",
            "=======================================================\n",
            "2020-11-03 23:00:00 | Stop Loss: 389.18 | Take Profit : 378.00\n",
            "2020-11-03 23:00:00 | selling 37.1084 units at 387.88\n",
            "2020-11-03 23:00:00 | current balance 28787.22\n",
            "2020-11-03 23:00:00 | current net wealth 14393.61\n",
            "2020-11-03 23:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-11-04 07:00:00 | buying 37.1084 units at 378.27\n",
            "2020-11-04 07:00:00 | current balance 14750.22\n",
            "2020-11-04 07:00:00 | current net wealth 14750.22\n",
            "2020-11-04 07:00:00 | $$$ take profit activated at 378.00 $$$\n",
            "2020-11-04 07:00:00 | Short Position Closed  with 9.88 Profit :)))\n",
            "=======================================================\n",
            "2020-11-09 15:00:00 | Stop Loss: 439.86 | Take Profit : 458.46\n",
            "2020-11-09 15:00:00 | buying 33.6986 units at 437.71\n",
            "2020-11-09 15:00:00 | current balance 0.01\n",
            "2020-11-09 15:00:00 | current net wealth 14750.22\n",
            "2020-11-09 15:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-11-09 16:00:00 | selling 33.6986 units at 442.44\n",
            "2020-11-09 16:00:00 | current balance 14909.62\n",
            "2020-11-09 16:00:00 | current net wealth 14909.62\n",
            "2020-11-09 16:00:00 | !!! StopLoss Activated at 439.86 !!!\n",
            "2020-11-09 16:00:00 | Long Position Closed with -2.15 Loss :((( \n",
            "=======================================================\n",
            "2020-11-19 09:00:00 | Stop Loss: 465.86 | Take Profit : 480.21\n",
            "2020-11-19 09:00:00 | buying 31.9613 units at 466.49\n",
            "2020-11-19 09:00:00 | current balance -0.01\n",
            "2020-11-19 09:00:00 | current net wealth 14909.62\n",
            "2020-11-19 09:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-11-19 10:00:00 | selling 31.9613 units at 470.03\n",
            "2020-11-19 10:00:00 | current balance 15022.76\n",
            "2020-11-19 10:00:00 | current net wealth 15022.76\n",
            "2020-11-19 10:00:00 | !!! StopLoss Activated at 465.86 !!!\n",
            "2020-11-19 10:00:00 | Long Position Closed with 0.63 Loss :((( \n",
            "=======================================================\n",
            "2020-11-19 11:00:00 | Stop Loss: 464.31 | Take Profit : 480.20\n",
            "2020-11-19 11:00:00 | buying 31.7297 units at 473.46\n",
            "2020-11-19 11:00:00 | current balance 0.02\n",
            "2020-11-19 11:00:00 | current net wealth 15022.76\n",
            "2020-11-19 11:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-11-20 02:00:00 | selling 31.7297 units at 481.92\n",
            "2020-11-20 02:00:00 | current balance 15291.20\n",
            "2020-11-20 02:00:00 | current net wealth 15291.20\n",
            "2020-11-20 02:00:00 | $$$ Take Profit Activated at 480.20 $$$\n",
            "2020-11-20 02:00:00 | Long Position Closed with 6.74 Profit :)))\n",
            "=======================================================\n",
            "2020-11-25 03:00:00 | Stop Loss: 592.18 | Take Profit : 611.93\n",
            "2020-11-25 03:00:00 | buying 26.1504 units at 584.74\n",
            "2020-11-25 03:00:00 | current balance 0.01\n",
            "2020-11-25 03:00:00 | current net wealth 15291.20\n",
            "2020-11-25 03:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-11-25 04:00:00 | selling 26.1504 units at 581.96\n",
            "2020-11-25 04:00:00 | current balance 15218.50\n",
            "2020-11-25 04:00:00 | current net wealth 15218.50\n",
            "2020-11-25 04:00:00 | !!! StopLoss Activated at 592.18 !!!\n",
            "2020-11-25 04:00:00 | Long Position Closed with -7.44 Loss :((( \n",
            "=======================================================\n",
            "2020-11-25 21:00:00 | Stop Loss: 573.62 | Take Profit : 602.55\n",
            "2020-11-25 21:00:00 | buying 26.29 units at 578.87\n",
            "2020-11-25 21:00:00 | current balance 0.01\n",
            "2020-11-25 21:00:00 | current net wealth 15218.50\n",
            "2020-11-25 21:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-11-25 22:00:00 | selling 26.29 units at 569.12\n",
            "2020-11-25 22:00:00 | current balance 14962.17\n",
            "2020-11-25 22:00:00 | current net wealth 14962.17\n",
            "2020-11-25 22:00:00 | !!! StopLoss Activated at 573.62 !!!\n",
            "2020-11-25 22:00:00 | Long Position Closed with 5.25 Loss :((( \n",
            "=======================================================\n",
            "2020-11-25 23:00:00 | Stop Loss: 562.07 | Take Profit : 602.50\n",
            "2020-11-25 23:00:00 | buying 26.2725 units at 569.50\n",
            "2020-11-25 23:00:00 | current balance -0.02\n",
            "2020-11-25 23:00:00 | current net wealth 14962.17\n",
            "2020-11-25 23:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-11-26 02:00:00 | selling 26.2725 units at 554.22\n",
            "2020-11-26 02:00:00 | current balance 14560.73\n",
            "2020-11-26 02:00:00 | current net wealth 14560.73\n",
            "2020-11-26 02:00:00 | !!! StopLoss Activated at 562.07 !!!\n",
            "2020-11-26 02:00:00 | Long Position Closed with 7.43 Loss :((( \n",
            "=======================================================\n",
            "2020-11-26 03:00:00 | Stop Loss: 550.91 | Take Profit : 591.91\n",
            "2020-11-26 03:00:00 | buying 27.3667 units at 532.06\n",
            "2020-11-26 03:00:00 | current balance -0.00\n",
            "2020-11-26 03:00:00 | current net wealth 14560.73\n",
            "2020-11-26 03:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-11-26 04:00:00 | selling 27.3667 units at 527.45\n",
            "2020-11-26 04:00:00 | current balance 14434.57\n",
            "2020-11-26 04:00:00 | current net wealth 14434.57\n",
            "2020-11-26 04:00:00 | !!! StopLoss Activated at 550.91 !!!\n",
            "2020-11-26 04:00:00 | Long Position Closed with -18.85 Loss :((( \n",
            "=======================================================\n",
            "2020-11-28 14:00:00 | Stop Loss: 528.73 | Take Profit : 507.32\n",
            "2020-11-28 14:00:00 | selling 27.3869 units at 527.06\n",
            "2020-11-28 14:00:00 | current balance 28869.11\n",
            "2020-11-28 14:00:00 | current net wealth 14434.57\n",
            "2020-11-28 14:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-11-28 15:00:00 | buying 27.3869 units at 533.51\n",
            "2020-11-28 15:00:00 | current balance 14257.92\n",
            "2020-11-28 15:00:00 | current net wealth 14257.92\n",
            "2020-11-28 15:00:00 | !!! StopLoss Activated at 528.73 !!!\n",
            "2020-11-28 15:00:00 | Short Position Closed  with 1.67 Loss :((( \n",
            "=======================================================\n",
            "2020-11-29 09:00:00 | Stop Loss: 552.68 | Take Profit : 531.02\n",
            "2020-11-29 09:00:00 | selling 25.8905 units at 550.70\n",
            "2020-11-29 09:00:00 | current balance 28515.82\n",
            "2020-11-29 09:00:00 | current net wealth 14257.92\n",
            "2020-11-29 09:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-11-29 10:00:00 | buying 25.8905 units at 555.05\n",
            "2020-11-29 10:00:00 | current balance 14145.30\n",
            "2020-11-29 10:00:00 | current net wealth 14145.30\n",
            "2020-11-29 10:00:00 | !!! StopLoss Activated at 552.68 !!!\n",
            "2020-11-29 10:00:00 | Short Position Closed  with 1.98 Loss :((( \n",
            "=======================================================\n",
            "2020-11-29 12:00:00 | Stop Loss: 559.47 | Take Profit : 532.42\n",
            "2020-11-29 12:00:00 | selling 25.672 units at 551.00\n",
            "2020-11-29 12:00:00 | current balance 28290.57\n",
            "2020-11-29 12:00:00 | current net wealth 14145.30\n",
            "2020-11-29 12:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-11-29 21:00:00 | buying 25.672 units at 567.15\n",
            "2020-11-29 21:00:00 | current balance 13730.69\n",
            "2020-11-29 21:00:00 | current net wealth 13730.69\n",
            "2020-11-29 21:00:00 | !!! StopLoss Activated at 559.47 !!!\n",
            "2020-11-29 21:00:00 | Short Position Closed  with 8.47 Loss :((( \n",
            "=======================================================\n",
            "2020-12-04 22:00:00 | Stop Loss: 576.14 | Take Profit : 594.80\n",
            "2020-12-04 22:00:00 | buying 24.1245 units at 569.16\n",
            "2020-12-04 22:00:00 | current balance -0.01\n",
            "2020-12-04 22:00:00 | current net wealth 13730.69\n",
            "2020-12-04 22:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-12-04 23:00:00 | selling 24.1245 units at 567.24\n",
            "2020-12-04 23:00:00 | current balance 13684.37\n",
            "2020-12-04 23:00:00 | current net wealth 13684.37\n",
            "2020-12-04 23:00:00 | !!! StopLoss Activated at 576.14 !!!\n",
            "2020-12-04 23:00:00 | Long Position Closed with -6.98 Loss :((( \n",
            "=======================================================\n",
            "2020-12-05 01:00:00 | Stop Loss: 560.02 | Take Profit : 592.56\n",
            "2020-12-05 01:00:00 | buying 24.1215 units at 567.31\n",
            "2020-12-05 01:00:00 | current balance 0.01\n",
            "2020-12-05 01:00:00 | current net wealth 13684.37\n",
            "2020-12-05 01:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-12-05 08:00:00 | selling 24.1215 units at 595.29\n",
            "2020-12-05 08:00:00 | current balance 14359.29\n",
            "2020-12-05 08:00:00 | current net wealth 14359.29\n",
            "2020-12-05 08:00:00 | $$$ Take Profit Activated at 592.56 $$$\n",
            "2020-12-05 08:00:00 | Long Position Closed with 25.25 Profit :)))\n",
            "=======================================================\n",
            "2020-12-09 21:00:00 | Stop Loss: 577.67 | Take Profit : 557.30\n",
            "2020-12-09 21:00:00 | selling 24.9302 units at 575.98\n",
            "2020-12-09 21:00:00 | current balance 28718.59\n",
            "2020-12-09 21:00:00 | current net wealth 14359.29\n",
            "2020-12-09 21:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-12-09 22:00:00 | buying 24.9302 units at 576.01\n",
            "2020-12-09 22:00:00 | current balance 14358.55\n",
            "2020-12-09 22:00:00 | current net wealth 14358.55\n",
            "2020-12-09 22:00:00 | !!! StopLoss Activated at 577.67 !!!\n",
            "2020-12-09 22:00:00 | Short Position Closed  with 1.69 Loss :((( \n",
            "=======================================================\n",
            "2020-12-09 23:00:00 | Stop Loss: 578.85 | Take Profit : 560.70\n",
            "2020-12-09 23:00:00 | selling 25.0546 units at 573.09\n",
            "2020-12-09 23:00:00 | current balance 28717.09\n",
            "2020-12-09 23:00:00 | current net wealth 14358.55\n",
            "2020-12-09 23:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-12-10 06:00:00 | buying 25.0546 units at 560.14\n",
            "2020-12-10 06:00:00 | current balance 14683.00\n",
            "2020-12-10 06:00:00 | current net wealth 14683.00\n",
            "2020-12-10 06:00:00 | $$$ take profit activated at 560.70 $$$\n",
            "2020-12-10 06:00:00 | Short Position Closed  with 12.39 Profit :)))\n",
            "=======================================================\n",
            "2020-12-12 01:00:00 | Stop Loss: 556.66 | Take Profit : 543.69\n",
            "2020-12-12 01:00:00 | selling 26.5573 units at 552.88\n",
            "2020-12-12 01:00:00 | current balance 29366.00\n",
            "2020-12-12 01:00:00 | current net wealth 14683.00\n",
            "2020-12-12 01:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-12-12 02:00:00 | buying 26.5573 units at 556.62\n",
            "2020-12-12 02:00:00 | current balance 14583.68\n",
            "2020-12-12 02:00:00 | current net wealth 14583.68\n",
            "2020-12-12 02:00:00 | !!! StopLoss Activated at 556.66 !!!\n",
            "2020-12-12 02:00:00 | Short Position Closed  with 3.78 Loss :((( \n",
            "=======================================================\n",
            "2020-12-12 19:00:00 | Stop Loss: 566.07 | Take Profit : 551.81\n",
            "2020-12-12 19:00:00 | selling 25.6394 units at 568.80\n",
            "2020-12-12 19:00:00 | current balance 29167.37\n",
            "2020-12-12 19:00:00 | current net wealth 14583.68\n",
            "2020-12-12 19:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-12-12 20:00:00 | buying 25.6394 units at 567.93\n",
            "2020-12-12 20:00:00 | current balance 14605.99\n",
            "2020-12-12 20:00:00 | current net wealth 14605.99\n",
            "2020-12-12 20:00:00 | !!! StopLoss Activated at 566.07 !!!\n",
            "2020-12-12 20:00:00 | Short Position Closed  with -2.73 Loss :((( \n",
            "=======================================================\n",
            "2020-12-13 07:00:00 | Stop Loss: 574.48 | Take Profit : 563.70\n",
            "2020-12-13 07:00:00 | selling 25.2254 units at 579.02\n",
            "2020-12-13 07:00:00 | current balance 29212.00\n",
            "2020-12-13 07:00:00 | current net wealth 14605.99\n",
            "2020-12-13 07:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-12-13 08:00:00 | buying 25.2254 units at 581.31\n",
            "2020-12-13 08:00:00 | current balance 14548.22\n",
            "2020-12-13 08:00:00 | current net wealth 14548.22\n",
            "2020-12-13 08:00:00 | !!! StopLoss Activated at 574.48 !!!\n",
            "2020-12-13 08:00:00 | Short Position Closed  with -4.54 Loss :((( \n",
            "=======================================================\n",
            "2020-12-18 14:00:00 | Stop Loss: 636.38 | Take Profit : 663.46\n",
            "2020-12-18 14:00:00 | buying 22.7476 units at 639.55\n",
            "2020-12-18 14:00:00 | current balance -0.01\n",
            "2020-12-18 14:00:00 | current net wealth 14548.22\n",
            "2020-12-18 14:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-12-18 15:00:00 | selling 22.7476 units at 637.85\n",
            "2020-12-18 15:00:00 | current balance 14509.55\n",
            "2020-12-18 15:00:00 | current net wealth 14509.55\n",
            "2020-12-18 15:00:00 | !!! StopLoss Activated at 636.38 !!!\n",
            "2020-12-18 15:00:00 | Long Position Closed with 3.17 Loss :((( \n",
            "=======================================================\n",
            "2020-12-18 16:00:00 | Stop Loss: 631.07 | Take Profit : 663.50\n",
            "2020-12-18 16:00:00 | buying 22.5879 units at 642.36\n",
            "2020-12-18 16:00:00 | current balance -0.02\n",
            "2020-12-18 16:00:00 | current net wealth 14509.55\n",
            "2020-12-18 16:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-12-19 16:00:00 | selling 22.5879 units at 661.94\n",
            "2020-12-19 16:00:00 | current balance 14951.82\n",
            "2020-12-19 16:00:00 | current net wealth 14951.82\n",
            "2020-12-19 16:00:00 | $$$ Take Profit Activated at 663.50 $$$\n",
            "2020-12-19 16:00:00 | Long Position Closed with 21.14 Profit :)))\n",
            "=======================================================\n",
            "2020-12-20 22:00:00 | Stop Loss: 629.19 | Take Profit : 657.08\n",
            "2020-12-20 22:00:00 | buying 23.5103 units at 635.97\n",
            "2020-12-20 22:00:00 | current balance -0.03\n",
            "2020-12-20 22:00:00 | current net wealth 14951.82\n",
            "2020-12-20 22:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2020-12-21 09:00:00 | selling 23.5103 units at 626.51\n",
            "2020-12-21 09:00:00 | current balance 14729.41\n",
            "2020-12-21 09:00:00 | current net wealth 14729.41\n",
            "2020-12-21 09:00:00 | !!! StopLoss Activated at 629.19 !!!\n",
            "2020-12-21 09:00:00 | Long Position Closed with 6.78 Loss :((( \n",
            "=======================================================\n",
            "2020-12-25 07:00:00 | Stop Loss: 616.85 | Take Profit : 593.17\n",
            "2020-12-25 07:00:00 | selling 24.0315 units at 612.92\n",
            "2020-12-25 07:00:00 | current balance 29458.80\n",
            "2020-12-25 07:00:00 | current net wealth 14729.41\n",
            "2020-12-25 07:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-12-25 08:00:00 | buying 24.0315 units at 617.01\n",
            "2020-12-25 08:00:00 | current balance 14631.12\n",
            "2020-12-25 08:00:00 | current net wealth 14631.12\n",
            "2020-12-25 08:00:00 | !!! StopLoss Activated at 616.85 !!!\n",
            "2020-12-25 08:00:00 | Short Position Closed  with 3.93 Loss :((( \n",
            "=======================================================\n",
            "2020-12-25 09:00:00 | Stop Loss: 621.68 | Take Profit : 605.10\n",
            "2020-12-25 09:00:00 | selling 23.4676 units at 623.46\n",
            "2020-12-25 09:00:00 | current balance 29262.23\n",
            "2020-12-25 09:00:00 | current net wealth 14631.12\n",
            "2020-12-25 09:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-12-25 10:00:00 | buying 23.4676 units at 625.84\n",
            "2020-12-25 10:00:00 | current balance 14575.27\n",
            "2020-12-25 10:00:00 | current net wealth 14575.27\n",
            "2020-12-25 10:00:00 | !!! StopLoss Activated at 621.68 !!!\n",
            "2020-12-25 10:00:00 | Short Position Closed  with -1.78 Loss :((( \n",
            "=======================================================\n",
            "2020-12-25 11:00:00 | Stop Loss: 627.22 | Take Profit : 605.09\n",
            "2020-12-25 11:00:00 | selling 23.1523 units at 629.54\n",
            "2020-12-25 11:00:00 | current balance 29150.57\n",
            "2020-12-25 11:00:00 | current net wealth 14575.27\n",
            "2020-12-25 11:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-12-25 12:00:00 | buying 23.1523 units at 625.25\n",
            "2020-12-25 12:00:00 | current balance 14674.59\n",
            "2020-12-25 12:00:00 | current net wealth 14674.59\n",
            "2020-12-25 12:00:00 | !!! StopLoss Activated at 627.22 !!!\n",
            "2020-12-25 12:00:00 | Short Position Closed  with -2.32 Loss :((( \n",
            "=======================================================\n",
            "2020-12-25 13:00:00 | Stop Loss: 635.06 | Take Profit : 605.10\n",
            "2020-12-25 13:00:00 | selling 23.3553 units at 628.32\n",
            "2020-12-25 13:00:00 | current balance 29349.20\n",
            "2020-12-25 13:00:00 | current net wealth 14674.59\n",
            "2020-12-25 13:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-12-26 03:00:00 | buying 23.3553 units at 633.91\n",
            "2020-12-26 03:00:00 | current balance 14544.04\n",
            "2020-12-26 03:00:00 | current net wealth 14544.04\n",
            "2020-12-26 03:00:00 | !!! StopLoss Activated at 635.06 !!!\n",
            "2020-12-26 03:00:00 | Short Position Closed  with 6.74 Loss :((( \n",
            "=======================================================\n",
            "2020-12-26 06:00:00 | Stop Loss: 637.75 | Take Profit : 616.59\n",
            "2020-12-26 06:00:00 | selling 23.128 units at 628.85\n",
            "2020-12-26 06:00:00 | current balance 29088.08\n",
            "2020-12-26 06:00:00 | current net wealth 14544.04\n",
            "2020-12-26 06:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2020-12-26 10:00:00 | buying 23.128 units at 619.19\n",
            "2020-12-26 10:00:00 | current balance 14767.45\n",
            "2020-12-26 10:00:00 | current net wealth 14767.45\n",
            "2020-12-26 10:00:00 | $$$ take profit activated at 616.59 $$$\n",
            "2020-12-26 10:00:00 | Short Position Closed  with 12.26 Profit :)))\n",
            "=======================================================\n",
            "2021-01-01 18:00:00 | Stop Loss: 724.29 | Take Profit : 742.52\n",
            "2021-01-01 18:00:00 | buying 20.3801 units at 724.60\n",
            "2021-01-01 18:00:00 | current balance 0.03\n",
            "2021-01-01 18:00:00 | current net wealth 14767.45\n",
            "2021-01-01 18:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-01-01 19:00:00 | selling 20.3801 units at 725.34\n",
            "2021-01-01 19:00:00 | current balance 14782.54\n",
            "2021-01-01 19:00:00 | current net wealth 14782.54\n",
            "2021-01-01 19:00:00 | !!! StopLoss Activated at 724.29 !!!\n",
            "2021-01-01 19:00:00 | Long Position Closed with 0.31 Loss :((( \n",
            "=======================================================\n",
            "2021-01-02 01:00:00 | Stop Loss: 713.46 | Take Profit : 739.17\n",
            "2021-01-02 01:00:00 | buying 20.2673 units at 729.38\n",
            "2021-01-02 01:00:00 | current balance -0.03\n",
            "2021-01-02 01:00:00 | current net wealth 14782.54\n",
            "2021-01-02 01:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-01-02 06:00:00 | selling 20.2673 units at 737.04\n",
            "2021-01-02 06:00:00 | current balance 14937.78\n",
            "2021-01-02 06:00:00 | current net wealth 14937.78\n",
            "2021-01-02 06:00:00 | $$$ Take Profit Activated at 739.17 $$$\n",
            "2021-01-02 06:00:00 | Long Position Closed with 9.79 Profit :)))\n",
            "=======================================================\n",
            "2021-01-14 08:00:00 | Stop Loss: 1165.24 | Take Profit : 1089.37\n",
            "2021-01-14 08:00:00 | selling 12.9107 units at 1157.01\n",
            "2021-01-14 08:00:00 | current balance 29875.59\n",
            "2021-01-14 08:00:00 | current net wealth 14937.78\n",
            "2021-01-14 08:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2021-01-14 10:00:00 | buying 12.9107 units at 1168.56\n",
            "2021-01-14 10:00:00 | current balance 14788.66\n",
            "2021-01-14 10:00:00 | current net wealth 14788.66\n",
            "2021-01-14 10:00:00 | !!! StopLoss Activated at 1165.24 !!!\n",
            "2021-01-14 10:00:00 | Short Position Closed  with 8.23 Loss :((( \n",
            "=======================================================\n",
            "2021-01-21 09:00:00 | Stop Loss: 1256.25 | Take Profit : 1386.25\n",
            "2021-01-21 09:00:00 | buying 11.7272 units at 1261.06\n",
            "2021-01-21 09:00:00 | current balance -0.04\n",
            "2021-01-21 09:00:00 | current net wealth 14788.66\n",
            "2021-01-21 09:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-01-21 10:00:00 | selling 11.7272 units at 1249.48\n",
            "2021-01-21 10:00:00 | current balance 14652.86\n",
            "2021-01-21 10:00:00 | current net wealth 14652.86\n",
            "2021-01-21 10:00:00 | !!! StopLoss Activated at 1256.25 !!!\n",
            "2021-01-21 10:00:00 | Long Position Closed with 4.81 Loss :((( \n",
            "=======================================================\n",
            "2021-01-21 11:00:00 | Stop Loss: 1218.14 | Take Profit : 1365.14\n",
            "2021-01-21 11:00:00 | buying 11.8521 units at 1236.31\n",
            "2021-01-21 11:00:00 | current balance -0.01\n",
            "2021-01-21 11:00:00 | current net wealth 14652.86\n",
            "2021-01-21 11:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-01-21 12:00:00 | selling 11.8521 units at 1242.20\n",
            "2021-01-21 12:00:00 | current balance 14722.67\n",
            "2021-01-21 12:00:00 | current net wealth 14722.67\n",
            "2021-01-21 12:00:00 | !!! StopLoss Activated at 1218.14 !!!\n",
            "2021-01-21 12:00:00 | Long Position Closed with 18.17 Loss :((( \n",
            "=======================================================\n",
            "2021-01-21 13:00:00 | Stop Loss: 1186.07 | Take Profit : 1335.00\n",
            "2021-01-21 13:00:00 | buying 11.8978 units at 1237.43\n",
            "2021-01-21 13:00:00 | current balance -0.02\n",
            "2021-01-21 13:00:00 | current net wealth 14722.67\n",
            "2021-01-21 13:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-01-21 15:00:00 | selling 11.8978 units at 1188.68\n",
            "2021-01-21 15:00:00 | current balance 14142.65\n",
            "2021-01-21 15:00:00 | current net wealth 14142.65\n",
            "2021-01-21 15:00:00 | !!! StopLoss Activated at 1186.07 !!!\n",
            "2021-01-21 15:00:00 | Long Position Closed with 51.36 Loss :((( \n",
            "=======================================================\n",
            "2021-01-26 17:00:00 | Stop Loss: 1240.82 | Take Profit : 1341.08\n",
            "2021-01-26 17:00:00 | buying 10.6385 units at 1329.39\n",
            "2021-01-26 17:00:00 | current balance -0.06\n",
            "2021-01-26 17:00:00 | current net wealth 14142.65\n",
            "2021-01-26 17:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-01-26 19:00:00 | selling 10.6385 units at 1341.94\n",
            "2021-01-26 19:00:00 | current balance 14276.17\n",
            "2021-01-26 19:00:00 | current net wealth 14276.17\n",
            "2021-01-26 19:00:00 | $$$ Take Profit Activated at 1341.08 $$$\n",
            "2021-01-26 19:00:00 | Long Position Closed with 11.69 Profit :)))\n",
            "=======================================================\n",
            "2021-01-31 15:00:00 | Stop Loss: 1329.36 | Take Profit : 1370.10\n",
            "2021-01-31 15:00:00 | buying 10.8887 units at 1311.10\n",
            "2021-01-31 15:00:00 | current balance -0.01\n",
            "2021-01-31 15:00:00 | current net wealth 14276.17\n",
            "2021-01-31 15:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-01-31 16:00:00 | selling 10.8887 units at 1312.51\n",
            "2021-01-31 16:00:00 | current balance 14291.52\n",
            "2021-01-31 16:00:00 | current net wealth 14291.52\n",
            "2021-01-31 16:00:00 | !!! StopLoss Activated at 1329.36 !!!\n",
            "2021-01-31 16:00:00 | Long Position Closed with -18.26 Loss :((( \n",
            "=======================================================\n",
            "2021-02-07 14:00:00 | Stop Loss: 1576.30 | Take Profit : 1652.95\n",
            "2021-02-07 14:00:00 | buying 9.0953 units at 1571.31\n",
            "2021-02-07 14:00:00 | current balance -0.02\n",
            "2021-02-07 14:00:00 | current net wealth 14291.52\n",
            "2021-02-07 14:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-02-07 15:00:00 | selling 9.0953 units at 1538.21\n",
            "2021-02-07 15:00:00 | current balance 13990.47\n",
            "2021-02-07 15:00:00 | current net wealth 13990.47\n",
            "2021-02-07 15:00:00 | !!! StopLoss Activated at 1576.30 !!!\n",
            "2021-02-07 15:00:00 | Long Position Closed with -4.99 Loss :((( \n",
            "=======================================================\n",
            "2021-02-07 16:00:00 | Stop Loss: 1522.03 | Take Profit : 1652.79\n",
            "2021-02-07 16:00:00 | buying 8.9997 units at 1554.54\n",
            "2021-02-07 16:00:00 | current balance 0.07\n",
            "2021-02-07 16:00:00 | current net wealth 13990.47\n",
            "2021-02-07 16:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-02-08 11:00:00 | selling 8.9997 units at 1660.48\n",
            "2021-02-08 11:00:00 | current balance 14943.89\n",
            "2021-02-08 11:00:00 | current net wealth 14943.89\n",
            "2021-02-08 11:00:00 | $$$ Take Profit Activated at 1652.79 $$$\n",
            "2021-02-08 11:00:00 | Long Position Closed with 98.25 Profit :)))\n",
            "=======================================================\n",
            "2021-02-11 02:00:00 | Stop Loss: 1687.49 | Take Profit : 1755.42\n",
            "2021-02-11 02:00:00 | buying 8.6789 units at 1721.86\n",
            "2021-02-11 02:00:00 | current balance 0.04\n",
            "2021-02-11 02:00:00 | current net wealth 14943.89\n",
            "2021-02-11 02:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-02-11 09:00:00 | selling 8.6789 units at 1765.94\n",
            "2021-02-11 09:00:00 | current balance 15326.46\n",
            "2021-02-11 09:00:00 | current net wealth 15326.46\n",
            "2021-02-11 09:00:00 | $$$ Take Profit Activated at 1755.42 $$$\n",
            "2021-02-11 09:00:00 | Long Position Closed with 33.56 Profit :)))\n",
            "=======================================================\n",
            "2021-02-27 20:00:00 | Stop Loss: 1517.94 | Take Profit : 1447.92\n",
            "2021-02-27 20:00:00 | selling 10.1621 units at 1508.20\n",
            "2021-02-27 20:00:00 | current balance 30652.94\n",
            "2021-02-27 20:00:00 | current net wealth 15326.46\n",
            "2021-02-27 20:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2021-02-27 21:00:00 | buying 10.1621 units at 1506.71\n",
            "2021-02-27 21:00:00 | current balance 15341.60\n",
            "2021-02-27 21:00:00 | current net wealth 15341.60\n",
            "2021-02-27 21:00:00 | !!! StopLoss Activated at 1517.94 !!!\n",
            "2021-02-27 21:00:00 | Short Position Closed  with 9.74 Loss :((( \n",
            "=======================================================\n",
            "2021-02-27 22:00:00 | Stop Loss: 1526.31 | Take Profit : 1447.83\n",
            "2021-02-27 22:00:00 | selling 10.4845 units at 1463.27\n",
            "2021-02-27 22:00:00 | current balance 30683.26\n",
            "2021-02-27 22:00:00 | current net wealth 15341.60\n",
            "2021-02-27 22:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2021-02-27 23:00:00 | buying 10.4845 units at 1458.13\n",
            "2021-02-27 23:00:00 | current balance 15395.49\n",
            "2021-02-27 23:00:00 | current net wealth 15395.49\n",
            "2021-02-27 23:00:00 | $$$ take profit activated at 1447.83 $$$\n",
            "2021-02-27 23:00:00 | Short Position Closed  with 15.44 Profit :)))\n",
            "=======================================================\n",
            "2021-03-02 00:00:00 | Stop Loss: 1574.81 | Take Profit : 1505.30\n",
            "2021-03-02 00:00:00 | selling 9.8416 units at 1564.33\n",
            "2021-03-02 00:00:00 | current balance 30791.00\n",
            "2021-03-02 00:00:00 | current net wealth 15395.49\n",
            "2021-03-02 00:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2021-03-02 02:00:00 | buying 9.8416 units at 1567.51\n",
            "2021-03-02 02:00:00 | current balance 15364.20\n",
            "2021-03-02 02:00:00 | current net wealth 15364.20\n",
            "2021-03-02 02:00:00 | !!! StopLoss Activated at 1574.81 !!!\n",
            "2021-03-02 02:00:00 | Short Position Closed  with 10.48 Loss :((( \n",
            "=======================================================\n",
            "2021-03-02 04:00:00 | Stop Loss: 1605.87 | Take Profit : 1505.46\n",
            "2021-03-02 04:00:00 | selling 9.7409 units at 1577.28\n",
            "2021-03-02 04:00:00 | current balance 30728.32\n",
            "2021-03-02 04:00:00 | current net wealth 15364.20\n",
            "2021-03-02 04:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2021-03-02 16:00:00 | buying 9.7409 units at 1498.01\n",
            "2021-03-02 16:00:00 | current balance 16136.36\n",
            "2021-03-02 16:00:00 | current net wealth 16136.36\n",
            "2021-03-02 16:00:00 | $$$ take profit activated at 1505.46 $$$\n",
            "2021-03-02 16:00:00 | Short Position Closed  with 71.82 Profit :)))\n",
            "=======================================================\n",
            "2021-03-04 20:00:00 | Stop Loss: 1503.20 | Take Profit : 1599.28\n",
            "2021-03-04 20:00:00 | buying 10.5397 units at 1531.00\n",
            "2021-03-04 20:00:00 | current balance 0.08\n",
            "2021-03-04 20:00:00 | current net wealth 16136.36\n",
            "2021-03-04 20:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-03-05 00:00:00 | selling 10.5397 units at 1478.94\n",
            "2021-03-05 00:00:00 | current balance 15587.66\n",
            "2021-03-05 00:00:00 | current net wealth 15587.66\n",
            "2021-03-05 00:00:00 | !!! StopLoss Activated at 1503.20 !!!\n",
            "2021-03-05 00:00:00 | Long Position Closed with 27.80 Loss :((( \n",
            "=======================================================\n",
            "2021-03-10 03:00:00 | Stop Loss: 1768.19 | Take Profit : 1874.88\n",
            "2021-03-10 03:00:00 | buying 8.7703 units at 1777.33\n",
            "2021-03-10 03:00:00 | current balance -0.06\n",
            "2021-03-10 03:00:00 | current net wealth 15587.66\n",
            "2021-03-10 03:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-03-10 04:00:00 | selling 8.7703 units at 1792.36\n",
            "2021-03-10 04:00:00 | current balance 15719.48\n",
            "2021-03-10 04:00:00 | current net wealth 15719.48\n",
            "2021-03-10 04:00:00 | !!! StopLoss Activated at 1768.19 !!!\n",
            "2021-03-10 04:00:00 | Long Position Closed with 9.14 Loss :((( \n",
            "=======================================================\n",
            "2021-03-11 08:00:00 | Stop Loss: 1761.21 | Take Profit : 1831.35\n",
            "2021-03-11 08:00:00 | buying 8.9999 units at 1746.63\n",
            "2021-03-11 08:00:00 | current balance -0.02\n",
            "2021-03-11 08:00:00 | current net wealth 15719.48\n",
            "2021-03-11 08:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-03-11 09:00:00 | selling 8.9999 units at 1736.64\n",
            "2021-03-11 09:00:00 | current balance 15629.57\n",
            "2021-03-11 09:00:00 | current net wealth 15629.57\n",
            "2021-03-11 09:00:00 | !!! StopLoss Activated at 1761.21 !!!\n",
            "2021-03-11 09:00:00 | Long Position Closed with -14.58 Loss :((( \n",
            "=======================================================\n",
            "2021-03-11 10:00:00 | Stop Loss: 1722.19 | Take Profit : 1813.68\n",
            "2021-03-11 10:00:00 | buying 8.8518 units at 1765.70\n",
            "2021-03-11 10:00:00 | current balance -0.05\n",
            "2021-03-11 10:00:00 | current net wealth 15629.57\n",
            "2021-03-11 10:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-03-11 13:00:00 | selling 8.8518 units at 1811.45\n",
            "2021-03-11 13:00:00 | current balance 16034.54\n",
            "2021-03-11 13:00:00 | current net wealth 16034.54\n",
            "2021-03-11 13:00:00 | $$$ Take Profit Activated at 1813.68 $$$\n",
            "2021-03-11 13:00:00 | Long Position Closed with 47.98 Profit :)))\n",
            "=======================================================\n",
            "2021-03-12 20:00:00 | Stop Loss: 1717.01 | Take Profit : 1789.06\n",
            "2021-03-12 20:00:00 | buying 9.2091 units at 1741.16\n",
            "2021-03-12 20:00:00 | current balance 0.02\n",
            "2021-03-12 20:00:00 | current net wealth 16034.54\n",
            "2021-03-12 20:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-03-13 07:00:00 | selling 9.2091 units at 1790.17\n",
            "2021-03-13 07:00:00 | current balance 16485.88\n",
            "2021-03-13 07:00:00 | current net wealth 16485.88\n",
            "2021-03-13 07:00:00 | $$$ Take Profit Activated at 1789.06 $$$\n",
            "2021-03-13 07:00:00 | Long Position Closed with 47.90 Profit :)))\n",
            "=======================================================\n",
            "2021-03-15 00:00:00 | Stop Loss: 1833.56 | Take Profit : 1891.51\n",
            "2021-03-15 00:00:00 | buying 8.8094 units at 1871.40\n",
            "2021-03-15 00:00:00 | current balance -0.03\n",
            "2021-03-15 00:00:00 | current net wealth 16485.88\n",
            "2021-03-15 00:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-03-15 04:00:00 | selling 8.8094 units at 1863.27\n",
            "2021-03-15 04:00:00 | current balance 16414.26\n",
            "2021-03-15 04:00:00 | current net wealth 16414.26\n",
            "2021-03-15 04:00:00 | $$$ Take Profit Activated at 1891.51 $$$\n",
            "2021-03-15 04:00:00 | Long Position Closed with 20.11 Profit :)))\n",
            "=======================================================\n",
            "2021-03-15 06:00:00 | Stop Loss: 1837.51 | Take Profit : 1891.46\n",
            "2021-03-15 06:00:00 | buying 9.0587 units at 1811.99\n",
            "2021-03-15 06:00:00 | current balance -0.02\n",
            "2021-03-15 06:00:00 | current net wealth 16414.26\n",
            "2021-03-15 06:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-03-15 07:00:00 | selling 9.0587 units at 1793.82\n",
            "2021-03-15 07:00:00 | current balance 16249.66\n",
            "2021-03-15 07:00:00 | current net wealth 16249.66\n",
            "2021-03-15 07:00:00 | !!! StopLoss Activated at 1837.51 !!!\n",
            "2021-03-15 07:00:00 | Long Position Closed with -25.52 Loss :((( \n",
            "=======================================================\n",
            "2021-03-17 00:00:00 | Stop Loss: 1816.09 | Take Profit : 1764.25\n",
            "2021-03-17 00:00:00 | selling 9.1113 units at 1783.47\n",
            "2021-03-17 00:00:00 | current balance 32499.39\n",
            "2021-03-17 00:00:00 | current net wealth 16249.66\n",
            "2021-03-17 00:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2021-03-17 03:00:00 | buying 9.1113 units at 1766.66\n",
            "2021-03-17 03:00:00 | current balance 16402.82\n",
            "2021-03-17 03:00:00 | current net wealth 16402.82\n",
            "2021-03-17 03:00:00 | $$$ take profit activated at 1764.25 $$$\n",
            "2021-03-17 03:00:00 | Short Position Closed  with 19.22 Profit :)))\n",
            "=======================================================\n",
            "2021-03-24 11:00:00 | Stop Loss: 1721.13 | Take Profit : 1653.18\n",
            "2021-03-24 11:00:00 | selling 9.5651 units at 1714.86\n",
            "2021-03-24 11:00:00 | current balance 32805.63\n",
            "2021-03-24 11:00:00 | current net wealth 16402.82\n",
            "2021-03-24 11:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2021-03-24 12:00:00 | buying 9.5651 units at 1732.36\n",
            "2021-03-24 12:00:00 | current balance 16235.43\n",
            "2021-03-24 12:00:00 | current net wealth 16235.43\n",
            "2021-03-24 12:00:00 | !!! StopLoss Activated at 1721.13 !!!\n",
            "2021-03-24 12:00:00 | Short Position Closed  with 6.27 Loss :((( \n",
            "=======================================================\n",
            "2021-03-26 01:00:00 | Stop Loss: 1631.57 | Take Profit : 1572.61\n",
            "2021-03-26 01:00:00 | selling 9.9782 units at 1627.09\n",
            "2021-03-26 01:00:00 | current balance 32470.86\n",
            "2021-03-26 01:00:00 | current net wealth 16235.43\n",
            "2021-03-26 01:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2021-03-26 07:00:00 | buying 9.9782 units at 1629.54\n",
            "2021-03-26 07:00:00 | current balance 16210.98\n",
            "2021-03-26 07:00:00 | current net wealth 16210.98\n",
            "2021-03-26 07:00:00 | !!! StopLoss Activated at 1631.57 !!!\n",
            "2021-03-26 07:00:00 | Short Position Closed  with 4.48 Loss :((( \n",
            "=======================================================\n",
            "2021-03-26 08:00:00 | Stop Loss: 1638.67 | Take Profit : 1579.47\n",
            "2021-03-26 08:00:00 | selling 9.9661 units at 1626.62\n",
            "2021-03-26 08:00:00 | current balance 32422.04\n",
            "2021-03-26 08:00:00 | current net wealth 16210.98\n",
            "2021-03-26 08:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2021-03-26 13:00:00 | buying 9.9661 units at 1647.73\n",
            "2021-03-26 13:00:00 | current balance 16000.60\n",
            "2021-03-26 13:00:00 | current net wealth 16000.60\n",
            "2021-03-26 13:00:00 | !!! StopLoss Activated at 1638.67 !!!\n",
            "2021-03-26 13:00:00 | Short Position Closed  with 12.05 Loss :((( \n",
            "=======================================================\n",
            "2021-03-26 14:00:00 | Stop Loss: 1652.78 | Take Profit : 1612.01\n",
            "2021-03-26 14:00:00 | selling 9.7317 units at 1644.18\n",
            "2021-03-26 14:00:00 | current balance 32001.27\n",
            "2021-03-26 14:00:00 | current net wealth 16000.60\n",
            "2021-03-26 14:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2021-03-26 16:00:00 | buying 9.7317 units at 1666.27\n",
            "2021-03-26 16:00:00 | current balance 15785.63\n",
            "2021-03-26 16:00:00 | current net wealth 15785.63\n",
            "2021-03-26 16:00:00 | !!! StopLoss Activated at 1652.78 !!!\n",
            "2021-03-26 16:00:00 | Short Position Closed  with 8.60 Loss :((( \n",
            "=======================================================\n",
            "2021-03-26 17:00:00 | Stop Loss: 1669.74 | Take Profit : 1612.19\n",
            "2021-03-26 17:00:00 | selling 9.4884 units at 1663.67\n",
            "2021-03-26 17:00:00 | current balance 31571.19\n",
            "2021-03-26 17:00:00 | current net wealth 15785.63\n",
            "2021-03-26 17:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2021-03-26 20:00:00 | buying 9.4884 units at 1663.60\n",
            "2021-03-26 20:00:00 | current balance 15786.29\n",
            "2021-03-26 20:00:00 | current net wealth 15786.29\n",
            "2021-03-26 20:00:00 | !!! StopLoss Activated at 1669.74 !!!\n",
            "2021-03-26 20:00:00 | Short Position Closed  with 6.07 Loss :((( \n",
            "=======================================================\n",
            "2021-03-26 21:00:00 | Stop Loss: 1676.97 | Take Profit : 1614.12\n",
            "2021-03-26 21:00:00 | selling 9.3411 units at 1689.99\n",
            "2021-03-26 21:00:00 | current balance 31572.66\n",
            "2021-03-26 21:00:00 | current net wealth 15786.29\n",
            "2021-03-26 21:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2021-03-26 22:00:00 | buying 9.3411 units at 1681.93\n",
            "2021-03-26 22:00:00 | current balance 15861.58\n",
            "2021-03-26 22:00:00 | current net wealth 15861.58\n",
            "2021-03-26 22:00:00 | !!! StopLoss Activated at 1676.97 !!!\n",
            "2021-03-26 22:00:00 | Short Position Closed  with -13.02 Loss :((( \n",
            "=======================================================\n",
            "2021-03-26 23:00:00 | Stop Loss: 1697.47 | Take Profit : 1629.21\n",
            "2021-03-26 23:00:00 | selling 9.3367 units at 1698.84\n",
            "2021-03-26 23:00:00 | current balance 31723.14\n",
            "2021-03-26 23:00:00 | current net wealth 15861.58\n",
            "2021-03-26 23:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2021-03-27 00:00:00 | buying 9.3367 units at 1694.45\n",
            "2021-03-27 00:00:00 | current balance 15902.57\n",
            "2021-03-27 00:00:00 | current net wealth 15902.57\n",
            "2021-03-27 00:00:00 | !!! StopLoss Activated at 1697.47 !!!\n",
            "2021-03-27 00:00:00 | Short Position Closed  with -1.37 Loss :((( \n",
            "=======================================================\n",
            "2021-03-27 01:00:00 | Stop Loss: 1720.42 | Take Profit : 1636.25\n",
            "2021-03-27 01:00:00 | selling 9.4026 units at 1691.30\n",
            "2021-03-27 01:00:00 | current balance 31805.19\n",
            "2021-03-27 01:00:00 | current net wealth 15902.57\n",
            "2021-03-27 01:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2021-03-27 21:00:00 | buying 9.4026 units at 1728.27\n",
            "2021-03-27 21:00:00 | current balance 15554.95\n",
            "2021-03-27 21:00:00 | current net wealth 15554.95\n",
            "2021-03-27 21:00:00 | !!! StopLoss Activated at 1720.42 !!!\n",
            "2021-03-27 21:00:00 | Short Position Closed  with 29.12 Loss :((( \n",
            "=======================================================\n",
            "2021-03-28 00:00:00 | Stop Loss: 1734.20 | Take Profit : 1675.95\n",
            "2021-03-28 00:00:00 | selling 9.0989 units at 1709.55\n",
            "2021-03-28 00:00:00 | current balance 31109.98\n",
            "2021-03-28 00:00:00 | current net wealth 15554.95\n",
            "2021-03-28 00:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2021-03-28 18:00:00 | buying 9.0989 units at 1673.67\n",
            "2021-03-28 18:00:00 | current balance 15881.42\n",
            "2021-03-28 18:00:00 | current net wealth 15881.42\n",
            "2021-03-28 18:00:00 | $$$ take profit activated at 1675.95 $$$\n",
            "2021-03-28 18:00:00 | Short Position Closed  with 33.60 Profit :)))\n",
            "=======================================================\n",
            "2021-04-07 08:00:00 | Stop Loss: 2065.15 | Take Profit : 2126.46\n",
            "2021-04-07 08:00:00 | buying 7.698 units at 2063.06\n",
            "2021-04-07 08:00:00 | current balance -0.01\n",
            "2021-04-07 08:00:00 | current net wealth 15881.42\n",
            "2021-04-07 08:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-04-07 09:00:00 | selling 7.698 units at 2053.31\n",
            "2021-04-07 09:00:00 | current balance 15806.37\n",
            "2021-04-07 09:00:00 | current net wealth 15806.37\n",
            "2021-04-07 09:00:00 | !!! StopLoss Activated at 2065.15 !!!\n",
            "2021-04-07 09:00:00 | Long Position Closed with -2.09 Loss :((( \n",
            "=======================================================\n",
            "2021-04-18 00:00:00 | Stop Loss: 2306.14 | Take Profit : 2416.82\n",
            "2021-04-18 00:00:00 | buying 6.9231 units at 2283.15\n",
            "2021-04-18 00:00:00 | current balance -0.11\n",
            "2021-04-18 00:00:00 | current net wealth 15806.37\n",
            "2021-04-18 00:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-04-18 01:00:00 | selling 6.9231 units at 2284.83\n",
            "2021-04-18 01:00:00 | current balance 15818.00\n",
            "2021-04-18 01:00:00 | current net wealth 15818.00\n",
            "2021-04-18 01:00:00 | !!! StopLoss Activated at 2306.14 !!!\n",
            "2021-04-18 01:00:00 | Long Position Closed with -22.99 Loss :((( \n",
            "=======================================================\n",
            "2021-04-18 02:00:00 | Stop Loss: 2243.17 | Take Profit : 2391.22\n",
            "2021-04-18 02:00:00 | buying 7.0168 units at 2254.31\n",
            "2021-04-18 02:00:00 | current balance -0.04\n",
            "2021-04-18 02:00:00 | current net wealth 15818.00\n",
            "2021-04-18 02:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-04-18 03:00:00 | selling 7.0168 units at 2158.90\n",
            "2021-04-18 03:00:00 | current balance 15148.53\n",
            "2021-04-18 03:00:00 | current net wealth 15148.53\n",
            "2021-04-18 03:00:00 | !!! StopLoss Activated at 2243.17 !!!\n",
            "2021-04-18 03:00:00 | Long Position Closed with 11.14 Loss :((( \n",
            "=======================================================\n",
            "2021-05-13 13:00:00 | Stop Loss: 3581.00 | Take Profit : 4010.67\n",
            "2021-05-13 13:00:00 | buying 3.927 units at 3857.52\n",
            "2021-05-13 13:00:00 | current balance 0.04\n",
            "2021-05-13 13:00:00 | current net wealth 15148.53\n",
            "2021-05-13 13:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-05-13 17:00:00 | selling 3.927 units at 3699.40\n",
            "2021-05-13 17:00:00 | current balance 14527.59\n",
            "2021-05-13 17:00:00 | current net wealth 14527.59\n",
            "2021-05-13 17:00:00 | !!! StopLoss Activated at 3581.00 !!!\n",
            "2021-05-13 17:00:00 | Long Position Closed with 276.52 Loss :((( \n",
            "=======================================================\n",
            "2021-05-18 12:00:00 | Stop Loss: 3575.22 | Take Profit : 3357.47\n",
            "2021-05-18 12:00:00 | selling 4.2536 units at 3415.38\n",
            "2021-05-18 12:00:00 | current balance 29055.25\n",
            "2021-05-18 12:00:00 | current net wealth 14527.59\n",
            "2021-05-18 12:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2021-05-18 13:00:00 | buying 4.2536 units at 3365.39\n",
            "2021-05-18 13:00:00 | current balance 14740.23\n",
            "2021-05-18 13:00:00 | current net wealth 14740.23\n",
            "2021-05-18 13:00:00 | $$$ take profit activated at 3357.47 $$$\n",
            "2021-05-18 13:00:00 | Short Position Closed  with 57.91 Profit :)))\n",
            "=======================================================\n",
            "2021-05-27 02:00:00 | Stop Loss: 2657.12 | Take Profit : 2881.30\n",
            "2021-05-27 02:00:00 | buying 5.4335 units at 2712.82\n",
            "2021-05-27 02:00:00 | current balance 0.12\n",
            "2021-05-27 02:00:00 | current net wealth 14740.23\n",
            "2021-05-27 02:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-05-27 03:00:00 | selling 5.4335 units at 2679.26\n",
            "2021-05-27 03:00:00 | current balance 14557.88\n",
            "2021-05-27 03:00:00 | current net wealth 14557.88\n",
            "2021-05-27 03:00:00 | !!! StopLoss Activated at 2657.12 !!!\n",
            "2021-05-27 03:00:00 | Long Position Closed with 55.70 Loss :((( \n",
            "=======================================================\n",
            "2021-05-28 05:00:00 | Stop Loss: 2644.15 | Take Profit : 2789.15\n",
            "2021-05-28 05:00:00 | buying 5.6491 units at 2577.01\n",
            "2021-05-28 05:00:00 | current balance 0.09\n",
            "2021-05-28 05:00:00 | current net wealth 14557.88\n",
            "2021-05-28 05:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-05-28 06:00:00 | selling 5.6491 units at 2553.27\n",
            "2021-05-28 06:00:00 | current balance 14423.77\n",
            "2021-05-28 06:00:00 | current net wealth 14423.77\n",
            "2021-05-28 06:00:00 | !!! StopLoss Activated at 2644.15 !!!\n",
            "2021-05-28 06:00:00 | Long Position Closed with -67.14 Loss :((( \n",
            "=======================================================\n",
            "2021-05-29 02:00:00 | Stop Loss: 2320.00 | Take Profit : 2565.12\n",
            "2021-05-29 02:00:00 | buying 5.7374 units at 2513.97\n",
            "2021-05-29 02:00:00 | current balance 0.12\n",
            "2021-05-29 02:00:00 | current net wealth 14423.77\n",
            "2021-05-29 02:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-05-29 05:00:00 | selling 5.7374 units at 2540.65\n",
            "2021-05-29 05:00:00 | current balance 14576.84\n",
            "2021-05-29 05:00:00 | current net wealth 14576.84\n",
            "2021-05-29 05:00:00 | $$$ Take Profit Activated at 2565.12 $$$\n",
            "2021-05-29 05:00:00 | Long Position Closed with 51.15 Profit :)))\n",
            "=======================================================\n",
            "2021-06-05 14:00:00 | Stop Loss: 2594.49 | Take Profit : 2811.36\n",
            "2021-06-05 14:00:00 | buying 5.6127 units at 2597.13\n",
            "2021-06-05 14:00:00 | current balance -0.07\n",
            "2021-06-05 14:00:00 | current net wealth 14576.84\n",
            "2021-06-05 14:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-06-05 15:00:00 | selling 5.6127 units at 2654.99\n",
            "2021-06-05 15:00:00 | current balance 14901.59\n",
            "2021-06-05 15:00:00 | current net wealth 14901.59\n",
            "2021-06-05 15:00:00 | !!! StopLoss Activated at 2594.49 !!!\n",
            "2021-06-05 15:00:00 | Long Position Closed with 2.64 Loss :((( \n",
            "=======================================================\n",
            "2021-06-05 16:00:00 | Stop Loss: 2576.45 | Take Profit : 2811.25\n",
            "2021-06-05 16:00:00 | buying 5.6719 units at 2627.27\n",
            "2021-06-05 16:00:00 | current balance -0.02\n",
            "2021-06-05 16:00:00 | current net wealth 14901.59\n",
            "2021-06-05 16:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-06-05 21:00:00 | selling 5.6719 units at 2563.06\n",
            "2021-06-05 21:00:00 | current balance 14537.40\n",
            "2021-06-05 21:00:00 | current net wealth 14537.40\n",
            "2021-06-05 21:00:00 | !!! StopLoss Activated at 2576.45 !!!\n",
            "2021-06-05 21:00:00 | Long Position Closed with 50.82 Loss :((( \n",
            "=======================================================\n",
            "2021-06-06 00:00:00 | Stop Loss: 2546.99 | Take Profit : 2654.76\n",
            "2021-06-06 00:00:00 | buying 5.5308 units at 2628.44\n",
            "2021-06-06 00:00:00 | current balance 0.02\n",
            "2021-06-06 00:00:00 | current net wealth 14537.40\n",
            "2021-06-06 00:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-06-06 01:00:00 | selling 5.5308 units at 2685.30\n",
            "2021-06-06 01:00:00 | current balance 14851.88\n",
            "2021-06-06 01:00:00 | current net wealth 14851.88\n",
            "2021-06-06 01:00:00 | $$$ Take Profit Activated at 2654.76 $$$\n",
            "2021-06-06 01:00:00 | Long Position Closed with 26.32 Profit :)))\n",
            "=======================================================\n",
            "2021-06-09 12:00:00 | Stop Loss: 2554.37 | Take Profit : 2410.81\n",
            "2021-06-09 12:00:00 | selling 5.8445 units at 2541.16\n",
            "2021-06-09 12:00:00 | current balance 29703.69\n",
            "2021-06-09 12:00:00 | current net wealth 14851.88\n",
            "2021-06-09 12:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2021-06-09 15:00:00 | buying 5.8445 units at 2566.92\n",
            "2021-06-09 15:00:00 | current balance 14701.33\n",
            "2021-06-09 15:00:00 | current net wealth 14701.33\n",
            "2021-06-09 15:00:00 | !!! StopLoss Activated at 2554.37 !!!\n",
            "2021-06-09 15:00:00 | Short Position Closed  with 13.21 Loss :((( \n",
            "=======================================================\n",
            "2021-06-09 16:00:00 | Stop Loss: 2587.67 | Take Profit : 2452.92\n",
            "2021-06-09 16:00:00 | selling 5.6609 units at 2597.01\n",
            "2021-06-09 16:00:00 | current balance 29402.74\n",
            "2021-06-09 16:00:00 | current net wealth 14701.33\n",
            "2021-06-09 16:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2021-06-09 17:00:00 | buying 5.6609 units at 2589.22\n",
            "2021-06-09 17:00:00 | current balance 14745.43\n",
            "2021-06-09 17:00:00 | current net wealth 14745.43\n",
            "2021-06-09 17:00:00 | !!! StopLoss Activated at 2587.67 !!!\n",
            "2021-06-09 17:00:00 | Short Position Closed  with -9.34 Loss :((( \n",
            "=======================================================\n",
            "2021-06-09 23:00:00 | Stop Loss: 2632.13 | Take Profit : 2452.24\n",
            "2021-06-09 23:00:00 | selling 5.6492 units at 2610.18\n",
            "2021-06-09 23:00:00 | current balance 29490.85\n",
            "2021-06-09 23:00:00 | current net wealth 14745.43\n",
            "2021-06-09 23:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2021-06-10 17:00:00 | buying 5.6492 units at 2465.43\n",
            "2021-06-10 17:00:00 | current balance 15563.15\n",
            "2021-06-10 17:00:00 | current net wealth 15563.15\n",
            "2021-06-10 17:00:00 | $$$ take profit activated at 2452.24 $$$\n",
            "2021-06-10 17:00:00 | Short Position Closed  with 157.94 Profit :)))\n",
            "=======================================================\n",
            "2021-06-16 10:00:00 | Stop Loss: 2497.33 | Take Profit : 2553.52\n",
            "2021-06-16 10:00:00 | buying 6.2536 units at 2488.66\n",
            "2021-06-16 10:00:00 | current balance 0.06\n",
            "2021-06-16 10:00:00 | current net wealth 15563.15\n",
            "2021-06-16 10:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-06-16 11:00:00 | selling 6.2536 units at 2460.06\n",
            "2021-06-16 11:00:00 | current balance 15384.29\n",
            "2021-06-16 11:00:00 | current net wealth 15384.29\n",
            "2021-06-16 11:00:00 | !!! StopLoss Activated at 2497.33 !!!\n",
            "2021-06-16 11:00:00 | Long Position Closed with -8.67 Loss :((( \n",
            "=======================================================\n",
            "2021-06-19 15:00:00 | Stop Loss: 2282.31 | Take Profit : 2202.27\n",
            "2021-06-19 15:00:00 | selling 6.8476 units at 2246.66\n",
            "2021-06-19 15:00:00 | current balance 30768.52\n",
            "2021-06-19 15:00:00 | current net wealth 15384.29\n",
            "2021-06-19 15:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2021-06-19 18:00:00 | buying 6.8476 units at 2204.90\n",
            "2021-06-19 18:00:00 | current balance 15670.25\n",
            "2021-06-19 18:00:00 | current net wealth 15670.25\n",
            "2021-06-19 18:00:00 | $$$ take profit activated at 2202.27 $$$\n",
            "2021-06-19 18:00:00 | Short Position Closed  with 44.39 Profit :)))\n",
            "=======================================================\n",
            "2021-06-27 23:00:00 | Stop Loss: 1962.00 | Take Profit : 1807.67\n",
            "2021-06-27 23:00:00 | selling 7.9052 units at 1982.28\n",
            "2021-06-27 23:00:00 | current balance 31340.57\n",
            "2021-06-27 23:00:00 | current net wealth 15670.25\n",
            "2021-06-27 23:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2021-06-28 00:00:00 | buying 7.9052 units at 1978.59\n",
            "2021-06-28 00:00:00 | current balance 15699.42\n",
            "2021-06-28 00:00:00 | current net wealth 15699.42\n",
            "2021-06-28 00:00:00 | !!! StopLoss Activated at 1962.00 !!!\n",
            "2021-06-28 00:00:00 | Short Position Closed  with -20.28 Loss :((( \n",
            "=======================================================\n",
            "2021-07-02 04:00:00 | Stop Loss: 2030.11 | Take Profit : 2136.15\n",
            "2021-07-02 04:00:00 | buying 7.6401 units at 2054.86\n",
            "2021-07-02 04:00:00 | current balance 0.08\n",
            "2021-07-02 04:00:00 | current net wealth 15699.42\n",
            "2021-07-02 04:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-07-02 05:00:00 | selling 7.6401 units at 2032.84\n",
            "2021-07-02 05:00:00 | current balance 15531.18\n",
            "2021-07-02 05:00:00 | current net wealth 15531.18\n",
            "2021-07-02 05:00:00 | !!! StopLoss Activated at 2030.11 !!!\n",
            "2021-07-02 05:00:00 | Long Position Closed with 24.75 Loss :((( \n",
            "=======================================================\n",
            "2021-07-02 06:00:00 | Stop Loss: 2019.68 | Take Profit : 2136.27\n",
            "2021-07-02 06:00:00 | buying 7.6357 units at 2034.03\n",
            "2021-07-02 06:00:00 | current balance -0.06\n",
            "2021-07-02 06:00:00 | current net wealth 15531.18\n",
            "2021-07-02 06:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-07-02 10:00:00 | selling 7.6357 units at 2039.71\n",
            "2021-07-02 10:00:00 | current balance 15574.56\n",
            "2021-07-02 10:00:00 | current net wealth 15574.56\n",
            "2021-07-02 10:00:00 | !!! StopLoss Activated at 2019.68 !!!\n",
            "2021-07-02 10:00:00 | Long Position Closed with 14.35 Loss :((( \n",
            "=======================================================\n",
            "2021-07-02 11:00:00 | Stop Loss: 2015.01 | Take Profit : 2135.51\n",
            "2021-07-02 11:00:00 | buying 7.6384 units at 2038.99\n",
            "2021-07-02 11:00:00 | current balance -0.07\n",
            "2021-07-02 11:00:00 | current net wealth 15574.56\n",
            "2021-07-02 11:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-07-02 22:00:00 | selling 7.6384 units at 2157.59\n",
            "2021-07-02 22:00:00 | current balance 16480.47\n",
            "2021-07-02 22:00:00 | current net wealth 16480.47\n",
            "2021-07-02 22:00:00 | $$$ Take Profit Activated at 2135.51 $$$\n",
            "2021-07-02 22:00:00 | Long Position Closed with 96.52 Profit :)))\n",
            "=======================================================\n",
            "2021-07-05 12:00:00 | Stop Loss: 2171.35 | Take Profit : 2305.26\n",
            "2021-07-05 12:00:00 | buying 7.4541 units at 2210.94\n",
            "2021-07-05 12:00:00 | current balance -0.10\n",
            "2021-07-05 12:00:00 | current net wealth 16480.47\n",
            "2021-07-05 12:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-07-05 17:00:00 | selling 7.4541 units at 2211.99\n",
            "2021-07-05 17:00:00 | current balance 16488.30\n",
            "2021-07-05 17:00:00 | current net wealth 16488.30\n",
            "2021-07-05 17:00:00 | !!! StopLoss Activated at 2171.35 !!!\n",
            "2021-07-05 17:00:00 | Long Position Closed with 39.59 Loss :((( \n",
            "=======================================================\n",
            "2021-07-05 18:00:00 | Stop Loss: 2153.75 | Take Profit : 2305.34\n",
            "2021-07-05 18:00:00 | buying 7.4164 units at 2223.23\n",
            "2021-07-05 18:00:00 | current balance -0.07\n",
            "2021-07-05 18:00:00 | current net wealth 16488.30\n",
            "2021-07-05 18:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-07-06 04:00:00 | selling 7.4164 units at 2317.48\n",
            "2021-07-06 04:00:00 | current balance 17187.29\n",
            "2021-07-06 04:00:00 | current net wealth 17187.29\n",
            "2021-07-06 04:00:00 | $$$ Take Profit Activated at 2305.34 $$$\n",
            "2021-07-06 04:00:00 | Long Position Closed with 82.11 Profit :)))\n",
            "=======================================================\n",
            "2021-08-09 01:00:00 | Stop Loss: 2920.49 | Take Profit : 3064.24\n",
            "2021-08-09 01:00:00 | buying 5.8939 units at 2916.11\n",
            "2021-08-09 01:00:00 | current balance 0.03\n",
            "2021-08-09 01:00:00 | current net wealth 17187.29\n",
            "2021-08-09 01:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-08-09 02:00:00 | selling 5.8939 units at 2945.18\n",
            "2021-08-09 02:00:00 | current balance 17358.63\n",
            "2021-08-09 02:00:00 | current net wealth 17358.63\n",
            "2021-08-09 02:00:00 | !!! StopLoss Activated at 2920.49 !!!\n",
            "2021-08-09 02:00:00 | Long Position Closed with -4.38 Loss :((( \n",
            "=======================================================\n",
            "2021-08-09 03:00:00 | Stop Loss: 2894.53 | Take Profit : 3059.53\n",
            "2021-08-09 03:00:00 | buying 5.8877 units at 2948.31\n",
            "2021-08-09 03:00:00 | current balance -0.14\n",
            "2021-08-09 03:00:00 | current net wealth 17358.63\n",
            "2021-08-09 03:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-08-09 06:00:00 | selling 5.8877 units at 2922.71\n",
            "2021-08-09 06:00:00 | current balance 17207.90\n",
            "2021-08-09 06:00:00 | current net wealth 17207.90\n",
            "2021-08-09 06:00:00 | !!! StopLoss Activated at 2894.53 !!!\n",
            "2021-08-09 06:00:00 | Long Position Closed with 53.78 Loss :((( \n",
            "=======================================================\n",
            "2021-08-09 07:00:00 | Stop Loss: 2888.07 | Take Profit : 3059.84\n",
            "2021-08-09 07:00:00 | buying 5.8449 units at 2944.11\n",
            "2021-08-09 07:00:00 | current balance -0.13\n",
            "2021-08-09 07:00:00 | current net wealth 17207.90\n",
            "2021-08-09 07:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-08-09 09:00:00 | selling 5.8449 units at 3040.38\n",
            "2021-08-09 09:00:00 | current balance 17770.59\n",
            "2021-08-09 09:00:00 | current net wealth 17770.59\n",
            "2021-08-09 09:00:00 | $$$ Take Profit Activated at 3059.84 $$$\n",
            "2021-08-09 09:00:00 | Long Position Closed with 115.73 Profit :)))\n",
            "=======================================================\n",
            "2021-08-12 12:00:00 | Stop Loss: 3081.62 | Take Profit : 3234.69\n",
            "2021-08-12 12:00:00 | buying 5.7328 units at 3099.83\n",
            "2021-08-12 12:00:00 | current balance -0.11\n",
            "2021-08-12 12:00:00 | current net wealth 17770.59\n",
            "2021-08-12 12:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-08-12 14:00:00 | selling 5.7328 units at 3037.16\n",
            "2021-08-12 14:00:00 | current balance 17411.32\n",
            "2021-08-12 14:00:00 | current net wealth 17411.32\n",
            "2021-08-12 14:00:00 | !!! StopLoss Activated at 3081.62 !!!\n",
            "2021-08-12 14:00:00 | Long Position Closed with 18.21 Loss :((( \n",
            "=======================================================\n",
            "2021-08-13 00:00:00 | Stop Loss: 2974.74 | Take Profit : 3093.61\n",
            "2021-08-13 00:00:00 | buying 5.6859 units at 3062.18\n",
            "2021-08-13 00:00:00 | current balance 0.07\n",
            "2021-08-13 00:00:00 | current net wealth 17411.32\n",
            "2021-08-13 00:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-08-13 01:00:00 | selling 5.6859 units at 3088.22\n",
            "2021-08-13 01:00:00 | current balance 17559.38\n",
            "2021-08-13 01:00:00 | current net wealth 17559.38\n",
            "2021-08-13 01:00:00 | $$$ Take Profit Activated at 3093.61 $$$\n",
            "2021-08-13 01:00:00 | Long Position Closed with 31.43 Profit :)))\n",
            "=======================================================\n",
            "2021-08-15 07:00:00 | Stop Loss: 3211.56 | Take Profit : 3286.35\n",
            "2021-08-15 07:00:00 | buying 5.5541 units at 3161.50\n",
            "2021-08-15 07:00:00 | current balance 0.09\n",
            "2021-08-15 07:00:00 | current net wealth 17559.38\n",
            "2021-08-15 07:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-08-15 08:00:00 | selling 5.5541 units at 3150.55\n",
            "2021-08-15 08:00:00 | current balance 17498.56\n",
            "2021-08-15 08:00:00 | current net wealth 17498.56\n",
            "2021-08-15 08:00:00 | !!! StopLoss Activated at 3211.56 !!!\n",
            "2021-08-15 08:00:00 | Long Position Closed with -50.06 Loss :((( \n",
            "=======================================================\n",
            "2021-08-15 15:00:00 | Stop Loss: 3129.00 | Take Profit : 3252.33\n",
            "2021-08-15 15:00:00 | buying 5.5433 units at 3156.70\n",
            "2021-08-15 15:00:00 | current balance 0.03\n",
            "2021-08-15 15:00:00 | current net wealth 17498.56\n",
            "2021-08-15 15:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-08-15 17:00:00 | selling 5.5433 units at 3157.00\n",
            "2021-08-15 17:00:00 | current balance 17500.22\n",
            "2021-08-15 17:00:00 | current net wealth 17500.22\n",
            "2021-08-15 17:00:00 | !!! StopLoss Activated at 3129.00 !!!\n",
            "2021-08-15 17:00:00 | Long Position Closed with 27.70 Loss :((( \n",
            "=======================================================\n",
            "2021-08-15 18:00:00 | Stop Loss: 3107.51 | Take Profit : 3194.01\n",
            "2021-08-15 18:00:00 | buying 5.4866 units at 3189.62\n",
            "2021-08-15 18:00:00 | current balance 0.05\n",
            "2021-08-15 18:00:00 | current net wealth 17500.22\n",
            "2021-08-15 18:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-08-15 19:00:00 | selling 5.4866 units at 3207.88\n",
            "2021-08-15 19:00:00 | current balance 17600.41\n",
            "2021-08-15 19:00:00 | current net wealth 17600.41\n",
            "2021-08-15 19:00:00 | $$$ Take Profit Activated at 3194.01 $$$\n",
            "2021-08-15 19:00:00 | Long Position Closed with 4.39 Profit :)))\n",
            "=======================================================\n",
            "2021-08-25 16:00:00 | Stop Loss: 3075.66 | Take Profit : 3219.66\n",
            "2021-08-25 16:00:00 | buying 5.4744 units at 3215.05\n",
            "2021-08-25 16:00:00 | current balance -0.06\n",
            "2021-08-25 16:00:00 | current net wealth 17600.41\n",
            "2021-08-25 16:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-08-25 17:00:00 | selling 5.4744 units at 3224.82\n",
            "2021-08-25 17:00:00 | current balance 17653.89\n",
            "2021-08-25 17:00:00 | current net wealth 17653.89\n",
            "2021-08-25 17:00:00 | $$$ Take Profit Activated at 3219.66 $$$\n",
            "2021-08-25 17:00:00 | Long Position Closed with 4.61 Profit :)))\n",
            "=======================================================\n",
            "2021-08-26 04:00:00 | Stop Loss: 3253.94 | Take Profit : 3144.67\n",
            "2021-08-26 04:00:00 | selling 5.5892 units at 3158.56\n",
            "2021-08-26 04:00:00 | current balance 35307.72\n",
            "2021-08-26 04:00:00 | current net wealth 17653.89\n",
            "2021-08-26 04:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2021-08-26 05:00:00 | buying 5.5892 units at 3119.39\n",
            "2021-08-26 05:00:00 | current balance 17872.82\n",
            "2021-08-26 05:00:00 | current net wealth 17872.82\n",
            "2021-08-26 05:00:00 | $$$ take profit activated at 3144.67 $$$\n",
            "2021-08-26 05:00:00 | Short Position Closed  with 13.89 Profit :)))\n",
            "=======================================================\n",
            "2021-08-29 04:00:00 | Stop Loss: 3287.91 | Take Profit : 3162.91\n",
            "2021-08-29 04:00:00 | selling 5.6224 units at 3178.86\n",
            "2021-08-29 04:00:00 | current balance 35745.64\n",
            "2021-08-29 04:00:00 | current net wealth 17872.82\n",
            "2021-08-29 04:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2021-08-30 03:00:00 | buying 5.6224 units at 3161.64\n",
            "2021-08-30 03:00:00 | current balance 17969.64\n",
            "2021-08-30 03:00:00 | current net wealth 17969.64\n",
            "2021-08-30 03:00:00 | $$$ take profit activated at 3162.91 $$$\n",
            "2021-08-30 03:00:00 | Short Position Closed  with 15.95 Profit :)))\n",
            "=======================================================\n",
            "2021-08-30 16:00:00 | Stop Loss: 3146.16 | Take Profit : 3221.58\n",
            "2021-08-30 16:00:00 | buying 5.4976 units at 3268.62\n",
            "2021-08-30 16:00:00 | current balance 0.07\n",
            "2021-08-30 16:00:00 | current net wealth 17969.64\n",
            "2021-08-30 16:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-08-30 17:00:00 | selling 5.4976 units at 3290.86\n",
            "2021-08-30 17:00:00 | current balance 18091.91\n",
            "2021-08-30 17:00:00 | current net wealth 18091.91\n",
            "2021-08-30 17:00:00 | $$$ Take Profit Activated at 3221.58 $$$\n",
            "2021-08-30 17:00:00 | Long Position Closed with -47.04 Profit :)))\n",
            "=======================================================\n",
            "2021-09-03 01:00:00 | Stop Loss: 3718.88 | Take Profit : 3826.47\n",
            "2021-09-03 01:00:00 | buying 4.8346 units at 3742.19\n",
            "2021-09-03 01:00:00 | current balance -0.09\n",
            "2021-09-03 01:00:00 | current net wealth 18091.91\n",
            "2021-09-03 01:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-09-03 04:00:00 | selling 4.8346 units at 3810.02\n",
            "2021-09-03 04:00:00 | current balance 18419.84\n",
            "2021-09-03 04:00:00 | current net wealth 18419.84\n",
            "2021-09-03 04:00:00 | $$$ Take Profit Activated at 3826.47 $$$\n",
            "2021-09-03 04:00:00 | Long Position Closed with 84.28 Profit :)))\n",
            "=======================================================\n",
            "2021-09-04 11:00:00 | Stop Loss: 3888.59 | Take Profit : 3949.84\n",
            "2021-09-04 11:00:00 | buying 4.739 units at 3886.89\n",
            "2021-09-04 11:00:00 | current balance -0.13\n",
            "2021-09-04 11:00:00 | current net wealth 18419.84\n",
            "2021-09-04 11:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-09-04 12:00:00 | selling 4.739 units at 3914.93\n",
            "2021-09-04 12:00:00 | current balance 18552.72\n",
            "2021-09-04 12:00:00 | current net wealth 18552.72\n",
            "2021-09-04 12:00:00 | !!! StopLoss Activated at 3888.59 !!!\n",
            "2021-09-04 12:00:00 | Long Position Closed with -1.70 Loss :((( \n",
            "=======================================================\n",
            "2021-09-04 13:00:00 | Stop Loss: 3874.49 | Take Profit : 3949.37\n",
            "2021-09-04 13:00:00 | buying 4.7461 units at 3909.08\n",
            "2021-09-04 13:00:00 | current balance -0.17\n",
            "2021-09-04 13:00:00 | current net wealth 18552.72\n",
            "2021-09-04 13:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-09-04 17:00:00 | selling 4.7461 units at 3879.40\n",
            "2021-09-04 17:00:00 | current balance 18411.86\n",
            "2021-09-04 17:00:00 | current net wealth 18411.86\n",
            "2021-09-04 17:00:00 | !!! StopLoss Activated at 3874.49 !!!\n",
            "2021-09-04 17:00:00 | Long Position Closed with 34.59 Loss :((( \n",
            "=======================================================\n",
            "2021-09-04 18:00:00 | Stop Loss: 3831.21 | Take Profit : 3949.49\n",
            "2021-09-04 18:00:00 | buying 4.7712 units at 3858.97\n",
            "2021-09-04 18:00:00 | current balance -0.06\n",
            "2021-09-04 18:00:00 | current net wealth 18411.86\n",
            "2021-09-04 18:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-09-05 06:00:00 | selling 4.7712 units at 3875.73\n",
            "2021-09-05 06:00:00 | current balance 18491.82\n",
            "2021-09-05 06:00:00 | current net wealth 18491.82\n",
            "2021-09-05 06:00:00 | !!! StopLoss Activated at 3831.21 !!!\n",
            "2021-09-05 06:00:00 | Long Position Closed with 27.76 Loss :((( \n",
            "=======================================================\n",
            "2021-09-05 07:00:00 | Stop Loss: 3826.51 | Take Profit : 3910.05\n",
            "2021-09-05 07:00:00 | buying 4.7774 units at 3870.71\n",
            "2021-09-05 07:00:00 | current balance -0.11\n",
            "2021-09-05 07:00:00 | current net wealth 18491.82\n",
            "2021-09-05 07:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-09-05 08:00:00 | selling 4.7774 units at 3918.01\n",
            "2021-09-05 08:00:00 | current balance 18717.79\n",
            "2021-09-05 08:00:00 | current net wealth 18717.79\n",
            "2021-09-05 08:00:00 | $$$ Take Profit Activated at 3910.05 $$$\n",
            "2021-09-05 08:00:00 | Long Position Closed with 39.34 Profit :)))\n",
            "=======================================================\n",
            "2021-09-06 12:00:00 | Stop Loss: 3894.22 | Take Profit : 3967.00\n",
            "2021-09-06 12:00:00 | buying 4.7943 units at 3904.14\n",
            "2021-09-06 12:00:00 | current balance 0.17\n",
            "2021-09-06 12:00:00 | current net wealth 18717.79\n",
            "2021-09-06 12:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-09-06 13:00:00 | selling 4.7943 units at 3916.08\n",
            "2021-09-06 13:00:00 | current balance 18775.04\n",
            "2021-09-06 13:00:00 | current net wealth 18775.04\n",
            "2021-09-06 13:00:00 | !!! StopLoss Activated at 3894.22 !!!\n",
            "2021-09-06 13:00:00 | Long Position Closed with 9.92 Loss :((( \n",
            "=======================================================\n",
            "2021-09-07 01:00:00 | Stop Loss: 3885.42 | Take Profit : 3966.01\n",
            "2021-09-07 01:00:00 | buying 4.7916 units at 3918.36\n",
            "2021-09-07 01:00:00 | current balance -0.18\n",
            "2021-09-07 01:00:00 | current net wealth 18775.04\n",
            "2021-09-07 01:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-09-07 07:00:00 | selling 4.7916 units at 3883.85\n",
            "2021-09-07 07:00:00 | current balance 18609.68\n",
            "2021-09-07 07:00:00 | current net wealth 18609.68\n",
            "2021-09-07 07:00:00 | !!! StopLoss Activated at 3885.42 !!!\n",
            "2021-09-07 07:00:00 | Long Position Closed with 32.94 Loss :((( \n",
            "=======================================================\n",
            "2021-09-09 17:00:00 | Stop Loss: 3573.30 | Take Profit : 3396.64\n",
            "2021-09-09 17:00:00 | selling 5.2951 units at 3514.54\n",
            "2021-09-09 17:00:00 | current balance 37219.52\n",
            "2021-09-09 17:00:00 | current net wealth 18609.68\n",
            "2021-09-09 17:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2021-09-10 07:00:00 | buying 5.2951 units at 3403.12\n",
            "2021-09-10 07:00:00 | current balance 19199.66\n",
            "2021-09-10 07:00:00 | current net wealth 19199.66\n",
            "2021-09-10 07:00:00 | $$$ take profit activated at 3396.64 $$$\n",
            "2021-09-10 07:00:00 | Short Position Closed  with 117.90 Profit :)))\n",
            "=======================================================\n",
            "2021-09-12 04:00:00 | Stop Loss: 3333.92 | Take Profit : 3235.36\n",
            "2021-09-12 04:00:00 | selling 5.7898 units at 3316.09\n",
            "2021-09-12 04:00:00 | current balance 38399.16\n",
            "2021-09-12 04:00:00 | current net wealth 19199.66\n",
            "2021-09-12 04:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2021-09-12 05:00:00 | buying 5.7898 units at 3328.71\n",
            "2021-09-12 05:00:00 | current balance 19126.59\n",
            "2021-09-12 05:00:00 | current net wealth 19126.59\n",
            "2021-09-12 05:00:00 | !!! StopLoss Activated at 3333.92 !!!\n",
            "2021-09-12 05:00:00 | Short Position Closed  with 17.83 Loss :((( \n",
            "=======================================================\n",
            "2021-09-12 06:00:00 | Stop Loss: 3339.17 | Take Profit : 3235.10\n",
            "2021-09-12 06:00:00 | selling 5.8035 units at 3295.70\n",
            "2021-09-12 06:00:00 | current balance 38253.18\n",
            "2021-09-12 06:00:00 | current net wealth 19126.59\n",
            "2021-09-12 06:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2021-09-12 08:00:00 | buying 5.8035 units at 3439.76\n",
            "2021-09-12 08:00:00 | current balance 18290.54\n",
            "2021-09-12 08:00:00 | current net wealth 18290.54\n",
            "2021-09-12 08:00:00 | !!! StopLoss Activated at 3339.17 !!!\n",
            "2021-09-12 08:00:00 | Short Position Closed  with 43.47 Loss :((( \n",
            "=======================================================\n",
            "2021-09-12 09:00:00 | Stop Loss: 3444.58 | Take Profit : 3235.68\n",
            "2021-09-12 09:00:00 | selling 5.3563 units at 3414.77\n",
            "2021-09-12 09:00:00 | current balance 36581.07\n",
            "2021-09-12 09:00:00 | current net wealth 18290.54\n",
            "2021-09-12 09:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2021-09-12 12:00:00 | buying 5.3563 units at 3435.64\n",
            "2021-09-12 12:00:00 | current balance 18178.75\n",
            "2021-09-12 12:00:00 | current net wealth 18178.75\n",
            "2021-09-12 12:00:00 | !!! StopLoss Activated at 3444.58 !!!\n",
            "2021-09-12 12:00:00 | Short Position Closed  with 29.81 Loss :((( \n",
            "=======================================================\n",
            "2021-09-12 13:00:00 | Stop Loss: 3478.47 | Take Profit : 3287.53\n",
            "2021-09-12 13:00:00 | selling 5.309 units at 3424.17\n",
            "2021-09-12 13:00:00 | current balance 36357.67\n",
            "2021-09-12 13:00:00 | current net wealth 18178.75\n",
            "2021-09-12 13:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2021-09-13 02:00:00 | buying 5.309 units at 3291.17\n",
            "2021-09-13 02:00:00 | current balance 18884.85\n",
            "2021-09-13 02:00:00 | current net wealth 18884.85\n",
            "2021-09-13 02:00:00 | $$$ take profit activated at 3287.53 $$$\n",
            "2021-09-13 02:00:00 | Short Position Closed  with 136.64 Profit :)))\n",
            "=======================================================\n",
            "2021-09-14 07:00:00 | Stop Loss: 3343.43 | Take Profit : 3268.46\n",
            "2021-09-14 07:00:00 | selling 5.7022 units at 3311.86\n",
            "2021-09-14 07:00:00 | current balance 37769.74\n",
            "2021-09-14 07:00:00 | current net wealth 18884.85\n",
            "2021-09-14 07:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2021-09-14 08:00:00 | buying 5.7022 units at 3343.70\n",
            "2021-09-14 08:00:00 | current balance 18703.29\n",
            "2021-09-14 08:00:00 | current net wealth 18703.29\n",
            "2021-09-14 08:00:00 | !!! StopLoss Activated at 3343.43 !!!\n",
            "2021-09-14 08:00:00 | Short Position Closed  with 31.57 Loss :((( \n",
            "=======================================================\n",
            "2021-09-14 09:00:00 | Stop Loss: 3362.83 | Take Profit : 3274.75\n",
            "2021-09-14 09:00:00 | selling 5.6254 units at 3324.81\n",
            "2021-09-14 09:00:00 | current balance 37406.68\n",
            "2021-09-14 09:00:00 | current net wealth 18703.29\n",
            "2021-09-14 09:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2021-09-14 13:00:00 | buying 5.6254 units at 3339.82\n",
            "2021-09-14 13:00:00 | current balance 18618.85\n",
            "2021-09-14 13:00:00 | current net wealth 18618.85\n",
            "2021-09-14 13:00:00 | !!! StopLoss Activated at 3362.83 !!!\n",
            "2021-09-14 13:00:00 | Short Position Closed  with 38.02 Loss :((( \n",
            "=======================================================\n",
            "2021-09-14 14:00:00 | Stop Loss: 3373.08 | Take Profit : 3276.50\n",
            "2021-09-14 14:00:00 | selling 5.5665 units at 3344.81\n",
            "2021-09-14 14:00:00 | current balance 37237.74\n",
            "2021-09-14 14:00:00 | current net wealth 18618.85\n",
            "2021-09-14 14:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2021-09-14 15:00:00 | buying 5.5665 units at 3388.34\n",
            "2021-09-14 15:00:00 | current balance 18376.54\n",
            "2021-09-14 15:00:00 | current net wealth 18376.54\n",
            "2021-09-14 15:00:00 | !!! StopLoss Activated at 3373.08 !!!\n",
            "2021-09-14 15:00:00 | Short Position Closed  with 28.27 Loss :((( \n",
            "=======================================================\n",
            "2021-09-14 16:00:00 | Stop Loss: 3412.64 | Take Profit : 3285.17\n",
            "2021-09-14 16:00:00 | selling 5.4504 units at 3371.62\n",
            "2021-09-14 16:00:00 | current balance 36753.22\n",
            "2021-09-14 16:00:00 | current net wealth 18376.54\n",
            "2021-09-14 16:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2021-09-14 22:00:00 | buying 5.4504 units at 3419.54\n",
            "2021-09-14 22:00:00 | current balance 18115.36\n",
            "2021-09-14 22:00:00 | current net wealth 18115.36\n",
            "2021-09-14 22:00:00 | !!! StopLoss Activated at 3412.64 !!!\n",
            "2021-09-14 22:00:00 | Short Position Closed  with 41.02 Loss :((( \n",
            "=======================================================\n",
            "2021-09-14 23:00:00 | Stop Loss: 3435.31 | Take Profit : 3321.59\n",
            "2021-09-14 23:00:00 | selling 5.2747 units at 3434.37\n",
            "2021-09-14 23:00:00 | current balance 36230.63\n",
            "2021-09-14 23:00:00 | current net wealth 18115.36\n",
            "2021-09-14 23:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2021-09-15 00:00:00 | buying 5.2747 units at 3402.41\n",
            "2021-09-15 00:00:00 | current balance 18283.94\n",
            "2021-09-15 00:00:00 | current net wealth 18283.94\n",
            "2021-09-15 00:00:00 | !!! StopLoss Activated at 3435.31 !!!\n",
            "2021-09-15 00:00:00 | Short Position Closed  with 0.94 Loss :((( \n",
            "=======================================================\n",
            "2021-09-15 01:00:00 | Stop Loss: 3454.51 | Take Profit : 3334.55\n",
            "2021-09-15 01:00:00 | selling 5.3777 units at 3399.97\n",
            "2021-09-15 01:00:00 | current balance 36567.96\n",
            "2021-09-15 01:00:00 | current net wealth 18283.94\n",
            "2021-09-15 01:00:00 | @@@@@ Short Order Executed @@@@@\n",
            "2021-09-15 15:00:00 | buying 5.3777 units at 3498.14\n",
            "2021-09-15 15:00:00 | current balance 17756.01\n",
            "2021-09-15 15:00:00 | current net wealth 17756.01\n",
            "2021-09-15 15:00:00 | !!! StopLoss Activated at 3454.51 !!!\n",
            "2021-09-15 15:00:00 | Short Position Closed  with 54.54 Loss :((( \n",
            "=======================================================\n",
            "2021-09-17 11:00:00 | Stop Loss: 3428.09 | Take Profit : 3589.26\n",
            "2021-09-17 11:00:00 | buying 5.1481 units at 3449.03\n",
            "2021-09-17 11:00:00 | current balance 0.06\n",
            "2021-09-17 11:00:00 | current net wealth 17756.01\n",
            "2021-09-17 11:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-09-17 12:00:00 | selling 5.1481 units at 3455.05\n",
            "2021-09-17 12:00:00 | current balance 17787.00\n",
            "2021-09-17 12:00:00 | current net wealth 17787.00\n",
            "2021-09-17 12:00:00 | !!! StopLoss Activated at 3428.09 !!!\n",
            "2021-09-17 12:00:00 | Long Position Closed with 20.94 Loss :((( \n",
            "=======================================================\n",
            "2021-09-17 13:00:00 | Stop Loss: 3399.02 | Take Profit : 3580.02\n",
            "2021-09-17 13:00:00 | buying 5.1555 units at 3450.09\n",
            "2021-09-17 13:00:00 | current balance 0.06\n",
            "2021-09-17 13:00:00 | current net wealth 17787.00\n",
            "2021-09-17 13:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-09-17 18:00:00 | selling 5.1555 units at 3398.43\n",
            "2021-09-17 18:00:00 | current balance 17520.67\n",
            "2021-09-17 18:00:00 | current net wealth 17520.67\n",
            "2021-09-17 18:00:00 | !!! StopLoss Activated at 3399.02 !!!\n",
            "2021-09-17 18:00:00 | Long Position Closed with 51.07 Loss :((( \n",
            "=======================================================\n",
            "2021-09-17 19:00:00 | Stop Loss: 3355.25 | Take Profit : 3537.77\n",
            "2021-09-17 19:00:00 | buying 5.1169 units at 3424.05\n",
            "2021-09-17 19:00:00 | current balance 0.15\n",
            "2021-09-17 19:00:00 | current net wealth 17520.67\n",
            "2021-09-17 19:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-09-17 21:00:00 | selling 5.1169 units at 3407.49\n",
            "2021-09-17 21:00:00 | current balance 17435.93\n",
            "2021-09-17 21:00:00 | current net wealth 17435.93\n",
            "2021-09-17 21:00:00 | !!! StopLoss Activated at 3355.25 !!!\n",
            "2021-09-17 21:00:00 | Long Position Closed with 68.80 Loss :((( \n",
            "=======================================================\n",
            "2021-09-17 22:00:00 | Stop Loss: 3345.15 | Take Profit : 3474.95\n",
            "2021-09-17 22:00:00 | buying 5.1682 units at 3373.67\n",
            "2021-09-17 22:00:00 | current balance 0.13\n",
            "2021-09-17 22:00:00 | current net wealth 17435.93\n",
            "2021-09-17 22:00:00 | @@@@@ Long Order Executed @@@@@\n",
            "2021-09-18 04:00:00 | selling 5.1682 units at 3480.92\n",
            "2021-09-18 04:00:00 | current balance 17990.22\n",
            "2021-09-18 04:00:00 | current net wealth 17990.22\n",
            "2021-09-18 04:00:00 | $$$ Take Profit Activated at 3474.95 $$$\n",
            "2021-09-18 04:00:00 | Long Position Closed with 101.28 Profit :)))\n",
            "=======================================================\n",
            "2021-09-18 15:00:00 | inventory 0 units at 3475.39\n",
            "=======================================================\n",
            "Final balance   [$] 17990.22\n",
            "Net Performance [%] 79.90\n",
            "Trades Executed [#] 320\n",
            "Accuracy        [%] 47.81\n",
            "Avg Win/Avg Lose   1.42\n",
            "=======================================================\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 1000x600 with 1 Axes>"
            ]
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "xq3UMoX0Pi71"
      },
      "source": [
        "bt.plot()"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "id": "cUXoT394-VOe",
        "outputId": "47d3948e-c84d-4d10-dec7-1bfd138c22ae"
      },
      "source": [
        "def show_positions(num_sample = 1):\n",
        "  for i in range(num_sample):\n",
        "    index = np.random.randint(0,len(bt.positions_info))\n",
        "    bt.illustrate_position(index)\n",
        "\n",
        "show_positions()"
      ],
      "execution_count": 41,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "=======================================================\n",
            "2019-08-06 23:00:00 |Long Order Executed | ID:65\n",
            "2019-08-07 13:00:00 |Profit : 4.32 \n",
            "=======================================================\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 1500x1000 with 4 Axes>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            " \n",
            " \n"
          ]
        }
      ]
    }
  ]
}