Chapter 09 - Implementing a Backtesting System.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Writing a class to store tick data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "class TickData(object):\n",
    "\t\"\"\" Stores a single unit of data \"\"\"\n",
    "\n",
    "\tdef __init__(self, timestamp='', symbol='',\n",
    "\t\t\t\topen_price=0, close_price=0, total_volume=0):\n",
    "\t\tself.symbol = symbol\n",
    "\t\tself.timestamp = timestamp\n",
    "\t\tself.open_price = open_price\n",
    "\t\tself.close_price = close_price\n",
    "\t\tself.total_volume = total_volume"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Writing a class to store market data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "class MarketData(object):\n",
    "\tdef __init__(self):\n",
    "\t\tself.recent_ticks = dict()  # indexed by symbol\n",
    "\n",
    "\tdef add_tick_data(self, tick_data):\n",
    "\t\tself.recent_ticks[tick_data.symbol] = tick_data\n",
    "\n",
    "\tdef get_open_price(self, symbol):\n",
    "\t\treturn self.get_tick_data(symbol).open_price\n",
    "\n",
    "\tdef get_close_price(self, symbol):\n",
    "\t\treturn self.get_tick_data(symbol).close_price\n",
    "\n",
    "\tdef get_tick_data(self, symbol):\n",
    "\t\treturn self.recent_ticks.get(symbol, TickData())\n",
    "\n",
    "\tdef get_timestamp(self, symbol):\n",
    "\t\treturn self.recent_ticks[symbol].timestamp"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Writing a class to generate sources of market data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "class MarketDataSource(object):\n",
    "    def __init__(self, symbol, tick_event_handler=None, start='', end=''):\n",
    "        self.market_data = MarketData()\n",
    "\n",
    "        self.symbol = symbol\n",
    "        self.tick_event_handler = tick_event_handler\n",
    "        self.start, self.end = start, end\n",
    "        self.df = None\n",
    "\n",
    "    def fetch_historical_prices(self):\n",
    "        import quandl\n",
    "\n",
    "        # Update your Quandl API key here...\n",
    "        QUANDL_API_KEY = 'BCzkk3NDWt7H9yjzx-DY'\n",
    "        quandl.ApiConfig.api_key = QUANDL_API_KEY\n",
    "        df = quandl.get(self.symbol, start_date=self.start, end_date=self.end)\n",
    "        return df\n",
    "\n",
    "    def run(self):\n",
    "        if self.df is None:\n",
    "            self.df = self.fetch_historical_prices()\n",
    "\n",
    "        total_ticks = len(self.df)\n",
    "        print('Processing total_ticks:', total_ticks)\n",
    "\n",
    "        for timestamp, row in self.df.iterrows():\n",
    "            open_price = row['Open']\n",
    "            close_price = row['Close']\n",
    "            volume = row['Volume']\n",
    "\n",
    "            print(timestamp.date(), 'TICK', self.symbol,\n",
    "                  'open:', open_price,\n",
    "                  'close:', close_price)\n",
    "            tick_data = TickData(timestamp, self.symbol, open_price,\n",
    "                                close_price, volume)\n",
    "            self.market_data.add_tick_data(tick_data)\n",
    "\n",
    "            if self.tick_event_handler:\n",
    "                self.tick_event_handler(self.market_data)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Writing the order class"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "class Order(object):\n",
    "\tdef __init__(self, timestamp, symbol, \n",
    "\t\tqty, is_buy, is_market_order, \n",
    "\t\tprice=0\n",
    "\t):\n",
    "\t\tself.timestamp = timestamp\n",
    "\t\tself.symbol = symbol\n",
    "\t\tself.qty = qty\n",
    "\t\tself.price = price\n",
    "\t\tself.is_buy = is_buy\n",
    "\t\tself.is_market_order = is_market_order\n",
    "\t\tself.is_filled = False\n",
    "\t\tself.filled_price = 0\n",
    "\t\tself.filled_time = None\n",
    "\t\tself.filled_qty = 0"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Writing a class to keep track of positions"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "class Position(object):\n",
    "\tdef __init__(self, symbol=''):\n",
    "\t\tself.symbol = symbol\n",
    "\t\tself.buys = self.sells = self.net = 0\n",
    "\t\tself.rpnl = 0\n",
    "\t\tself.position_value = 0\n",
    "\n",
    "\tdef on_position_event(self, is_buy, qty, price):\n",
    "\t\tif is_buy:\n",
    "\t\t\tself.buys += qty\n",
    "\t\telse:\n",
    "\t\t\tself.sells += qty\n",
    "\n",
    "\t\tself.net = self.buys - self.sells\n",
    "\t\tchanged_value = qty * price * (-1 if is_buy else 1)\n",
    "\t\tself.position_value += changed_value\n",
    "\n",
    "\t\tif self.net == 0:\n",
    "\t\t\tself.rpnl = self.position_value\n",
    "\t\t\tself.position_value = 0\n",
    "\n",
    "\tdef calculate_unrealized_pnl(self, price):\n",
    "\t\tif self.net == 0:\n",
    "\t\t\treturn 0\n",
    "\n",
    "\t\tmarket_value = self.net * price\n",
    "\t\tupnl = self.position_value + market_value\n",
    "\t\treturn upnl"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Writing an abstract strategy class"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "from abc import abstractmethod\n",
    "\n",
    "class Strategy:\n",
    "\tdef __init__(self, send_order_event_handler):\n",
    "\t\tself.send_order_event_handler = send_order_event_handler\n",
    "\n",
    "\t@abstractmethod\n",
    "\tdef on_tick_event(self, market_data):\n",
    "\t\traise NotImplementedError('Method is required!')\n",
    "\n",
    "\t@abstractmethod\n",
    "\tdef on_position_event(self, positions):\n",
    "\t\traise NotImplementedError('Method is required!')\n",
    "\n",
    "\tdef send_market_order(self, symbol, qty, is_buy, timestamp):\n",
    "\t\tif self.send_order_event_handler:\n",
    "\t\t\torder = Order(\n",
    "\t\t\t\ttimestamp,\n",
    "\t\t\t\tsymbol,\n",
    "\t\t\t\tqty,\n",
    "\t\t\t\tis_buy,\n",
    "\t\t\t\tis_market_order=True,\n",
    "\t\t\t\tprice=0,\n",
    "\t\t\t)\n",
    "\t\t\tself.send_order_event_handler(order)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Writing a mean-reverting strategy class"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "\n",
    "class MeanRevertingStrategy(Strategy):\n",
    "    def __init__(self, symbol, trade_qty,\n",
    "        send_order_event_handler=None, lookback_intervals=20,\n",
    "        buy_threshold=-1.5, sell_threshold=1.5\n",
    "    ):\n",
    "        super(MeanRevertingStrategy, self).__init__(\n",
    "            send_order_event_handler)\n",
    "\n",
    "        self.symbol = symbol\n",
    "        self.trade_qty = trade_qty\n",
    "        self.lookback_intervals = lookback_intervals\n",
    "        self.buy_threshold = buy_threshold\n",
    "        self.sell_threshold = sell_threshold\n",
    "\n",
    "        self.prices = pd.DataFrame()\n",
    "        self.is_long = self.is_short = False\n",
    "\n",
    "    def on_position_event(self, positions):\n",
    "        position = positions.get(self.symbol)\n",
    "\n",
    "        self.is_long = position and position.net > 0\n",
    "        self.is_short = position and position.net < 0\n",
    "\n",
    "    def on_tick_event(self, market_data):\n",
    "        self.store_prices(market_data)\n",
    "\n",
    "        if len(self.prices) < self.lookback_intervals:\n",
    "            return\n",
    "\n",
    "        self.generate_signals_and_send_order(market_data)\n",
    "\n",
    "    def store_prices(self, market_data):\n",
    "        timestamp = market_data.get_timestamp(self.symbol)\n",
    "        close_price = market_data.get_close_price(self.symbol)\n",
    "        self.prices.loc[timestamp, 'close'] = close_price\n",
    "\n",
    "    def generate_signals_and_send_order(self, market_data):\n",
    "        signal_value = self.calculate_z_score()\n",
    "        timestamp = market_data.get_timestamp(self.symbol)\n",
    "\n",
    "        if self.buy_threshold > signal_value and not self.is_long:\n",
    "            print(timestamp.date(), 'BUY signal')\n",
    "            self.send_market_order(\n",
    "                self.symbol, self.trade_qty, True, timestamp)\n",
    "        elif self.sell_threshold < signal_value and not self.is_short:\n",
    "            print(timestamp.date(), 'SELL signal')\n",
    "            self.send_market_order(\n",
    "                self.symbol, self.trade_qty, False, timestamp)\n",
    "\n",
    "    def calculate_z_score(self):\n",
    "        self.prices = self.prices[-self.lookback_intervals:]\n",
    "        returns = self.prices['close'].pct_change().dropna()\n",
    "        z_score = ((returns - returns.mean()) / returns.std())[-1]\n",
    "        return z_score"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Binding our modules with a backtesting engine"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "class BacktestEngine:\n",
    "\tdef __init__(self, symbol, trade_qty, start='', end=''):\n",
    "\t\tself.symbol = symbol\n",
    "\t\tself.trade_qty = trade_qty\n",
    "\t\tself.market_data_source = MarketDataSource(\n",
    "\t\t\tsymbol,\n",
    "\t\t\ttick_event_handler=self.on_tick_event,\n",
    "\t\t\tstart=start, end=end\n",
    "\t\t)\n",
    "\n",
    "\t\tself.strategy = None\n",
    "\t\tself.unfilled_orders = []\n",
    "\t\tself.positions = dict()\n",
    "\t\tself.df_rpnl = None\n",
    "        \n",
    "\tdef start(self, **kwargs):\n",
    "\t\tprint('Backtest started...')\n",
    "\n",
    "\t\tself.unfilled_orders = []\n",
    "\t\tself.positions = dict()\n",
    "\t\tself.df_rpnl = pd.DataFrame()\n",
    "\n",
    "\t\tself.strategy = MeanRevertingStrategy(\n",
    "\t\t\tself.symbol,\n",
    "\t\t\tself.trade_qty,\n",
    "\t\t\tsend_order_event_handler=self.on_order_received,\n",
    "\t\t\t**kwargs\n",
    "\t\t)\n",
    "\t\tself.market_data_source.run()\n",
    "\n",
    "\t\tprint('Backtest completed.')\n",
    "        \n",
    "\tdef on_order_received(self, order):\n",
    "\t\t\"\"\" Adds an order to the order book \"\"\"\n",
    "\t\tprint(\n",
    "\t\t\torder.timestamp.date(),\n",
    "\t\t\t'ORDER',\n",
    "\t\t\t'BUY' if order.is_buy else 'SELL',\n",
    "\t\t\torder.symbol,\n",
    "\t\t\torder.qty\n",
    "\t\t)\n",
    "\t\tself.unfilled_orders.append(order)\n",
    "        \n",
    "\tdef on_tick_event(self, market_data):\n",
    "\t\tself.match_order_book(market_data)\n",
    "\t\tself.strategy.on_tick_event(market_data)\n",
    "\t\tself.print_position_status(market_data)\n",
    "        \n",
    "\tdef match_order_book(self, market_data):\n",
    "\t\tif len(self.unfilled_orders) > 0:\n",
    "\t\t\tself.unfilled_orders = [\n",
    "\t\t\t\torder for order in self.unfilled_orders\n",
    "\t\t\t\tif self.match_unfilled_orders(order, market_data)\n",
    "\t\t\t]\n",
    "            \n",
    "\tdef match_unfilled_orders(self, order, market_data):\n",
    "\t\tsymbol = order.symbol\n",
    "\t\ttimestamp = market_data.get_timestamp(symbol)\n",
    "\n",
    "\t\t\"\"\" Order is matched and filled \"\"\"\n",
    "\t\tif order.is_market_order and timestamp > order.timestamp:\n",
    "\t\t\topen_price = market_data.get_open_price(symbol)\n",
    "\n",
    "\t\t\torder.is_filled = True\n",
    "\t\t\torder.filled_timestamp = timestamp\n",
    "\t\t\torder.filled_price = open_price\n",
    "\n",
    "\t\t\tself.on_order_filled(\n",
    "\t\t\t\tsymbol, order.qty, order.is_buy,\n",
    "\t\t\t\topen_price, timestamp\n",
    "\t\t\t)\n",
    "\t\t\treturn False\n",
    "\n",
    "\t\treturn True\n",
    "    \n",
    "\tdef on_order_filled(self, symbol, qty, is_buy, filled_price, timestamp):\n",
    "\t\tposition = self.get_position(symbol)\n",
    "\t\tposition.on_position_event(is_buy, qty, filled_price)\n",
    "\t\tself.df_rpnl.loc[timestamp, \"rpnl\"] = position.rpnl\n",
    "\n",
    "\t\tself.strategy.on_position_event(self.positions)\n",
    "\n",
    "\t\tprint(\n",
    "\t\t\ttimestamp.date(),\n",
    "\t\t\t'FILLED', \"BUY\" if is_buy else \"SELL\",\n",
    "\t\t\tqty, symbol, 'at', filled_price\n",
    "\t\t)\n",
    "        \n",
    "\tdef get_position(self, symbol):\n",
    "\t\tif symbol not in self.positions:\n",
    "\t\t\tself.positions[symbol] = Position(symbol)\n",
    "\n",
    "\t\treturn self.positions[symbol]\n",
    "    \n",
    "\tdef print_position_status(self, market_data):\n",
    "\t\tfor symbol, position in self.positions.items():\n",
    "\t\t\tclose_price = market_data.get_close_price(symbol)\n",
    "\t\t\ttimestamp = market_data.get_timestamp(symbol)\n",
    "\n",
    "\t\t\tupnl = position.calculate_unrealized_pnl(close_price)\n",
    "\n",
    "\t\t\tprint(\n",
    "\t\t\t\ttimestamp.date(),\n",
    "\t\t\t\t'POSITION',\n",
    "\t\t\t\t'value:%.3f' % position.position_value,\n",
    "\t\t\t\t'upnl:%.3f' % upnl,\n",
    "\t\t\t\t'rpnl:%.3f' % position.rpnl\n",
    "\t\t\t)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Running our backtesting engine"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "engine = BacktestEngine(\n",
    "    'WIKI/AAPL', 1,\n",
    "    start='2015-01-01',\n",
    "    end='2017-12-31'\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Backtest started...\n",
      "Processing total_ticks: 753\n",
      "2015-01-02 TICK WIKI/AAPL open: 111.39 close: 109.33\n",
      "2015-01-05 TICK WIKI/AAPL open: 108.29 close: 106.25\n",
      "2015-01-06 TICK WIKI/AAPL open: 106.54 close: 106.26\n",
      "2015-01-07 TICK WIKI/AAPL open: 107.2 close: 107.75\n",
      "2015-01-08 TICK WIKI/AAPL open: 109.23 close: 111.89\n",
      "2015-01-09 TICK WIKI/AAPL open: 112.67 close: 112.01\n",
      "2015-01-12 TICK WIKI/AAPL open: 112.6 close: 109.25\n",
      "2015-01-13 TICK WIKI/AAPL open: 111.43 close: 110.22\n",
      "2015-01-14 TICK WIKI/AAPL open: 109.04 close: 109.8\n",
      "2015-01-15 TICK WIKI/AAPL open: 110.0 close: 106.82\n",
      "2015-01-16 TICK WIKI/AAPL open: 107.03 close: 105.99\n",
      "2015-01-20 TICK WIKI/AAPL open: 107.84 close: 108.72\n",
      "2015-01-21 TICK WIKI/AAPL open: 108.95 close: 109.55\n",
      "2015-01-22 TICK WIKI/AAPL open: 110.26 close: 112.4\n",
      "2015-01-23 TICK WIKI/AAPL open: 112.3 close: 112.98\n",
      "2015-01-26 TICK WIKI/AAPL open: 113.74 close: 113.1\n",
      "2015-01-27 TICK WIKI/AAPL open: 112.42 close: 109.14\n",
      "2015-01-28 TICK WIKI/AAPL open: 117.625 close: 115.31\n",
      "2015-01-29 TICK WIKI/AAPL open: 116.32 close: 118.9\n",
      "2015-01-30 TICK WIKI/AAPL open: 118.4 close: 117.16\n",
      "2015-02-02 TICK WIKI/AAPL open: 118.05 close: 118.63\n",
      "2015-02-03 TICK WIKI/AAPL open: 118.5 close: 118.65\n",
      "2015-02-04 TICK WIKI/AAPL open: 118.5 close: 119.56\n",
      "2015-02-05 TICK WIKI/AAPL open: 120.02 close: 119.94\n",
      "2015-02-06 TICK WIKI/AAPL open: 120.02 close: 118.93\n",
      "2015-02-09 TICK WIKI/AAPL open: 118.55 close: 119.72\n",
      "2015-02-10 TICK WIKI/AAPL open: 120.17 close: 122.02\n",
      "2015-02-11 TICK WIKI/AAPL open: 122.77 close: 124.88\n",
      "2015-02-12 TICK WIKI/AAPL open: 126.06 close: 126.46\n",
      "2015-02-13 TICK WIKI/AAPL open: 127.28 close: 127.08\n",
      "2015-02-17 TICK WIKI/AAPL open: 127.49 close: 127.83\n",
      "2015-02-18 TICK WIKI/AAPL open: 127.625 close: 128.715\n",
      "2015-02-19 TICK WIKI/AAPL open: 128.48 close: 128.45\n",
      "2015-02-20 TICK WIKI/AAPL open: 128.62 close: 129.495\n",
      "2015-02-23 TICK WIKI/AAPL open: 130.02 close: 133.0\n",
      "2015-02-24 TICK WIKI/AAPL open: 132.94 close: 132.17\n",
      "2015-02-25 TICK WIKI/AAPL open: 131.56 close: 128.79\n",
      "2015-02-25 BUY signal\n",
      "2015-02-25 ORDER BUY WIKI/AAPL 1\n",
      "2015-02-26 TICK WIKI/AAPL open: 128.785 close: 130.415\n",
      "2015-02-26 FILLED BUY 1 WIKI/AAPL at 128.785\n",
      "2015-02-26 POSITION value:-128.785 upnl:1.630 rpnl:0.000\n",
      "2015-02-27 TICK WIKI/AAPL open: 130.0 close: 128.46\n",
      "2015-02-27 POSITION value:-128.785 upnl:-0.325 rpnl:0.000\n",
      "2015-03-02 TICK WIKI/AAPL open: 129.25 close: 129.09\n",
      "2015-03-02 POSITION value:-128.785 upnl:0.305 rpnl:0.000\n",
      "2015-03-03 TICK WIKI/AAPL open: 128.96 close: 129.36\n",
      "2015-03-03 POSITION value:-128.785 upnl:0.575 rpnl:0.000\n",
      "2015-03-04 TICK WIKI/AAPL open: 129.1 close: 128.54\n",
      "2015-03-04 POSITION value:-128.785 upnl:-0.245 rpnl:0.000\n",
      "2015-03-05 TICK WIKI/AAPL open: 128.58 close: 126.41\n",
      "2015-03-05 POSITION value:-128.785 upnl:-2.375 rpnl:0.000\n",
      "2015-03-06 TICK WIKI/AAPL open: 128.4 close: 126.6\n",
      "2015-03-06 POSITION value:-128.785 upnl:-2.185 rpnl:0.000\n",
      "2015-03-09 TICK WIKI/AAPL open: 127.96 close: 127.14\n",
      "2015-03-09 POSITION value:-128.785 upnl:-1.645 rpnl:0.000\n",
      "2015-03-10 TICK WIKI/AAPL open: 126.41 close: 124.51\n",
      "2015-03-10 POSITION value:-128.785 upnl:-4.275 rpnl:0.000\n",
      "2015-03-11 TICK WIKI/AAPL open: 124.75 close: 122.24\n",
      "2015-03-11 POSITION value:-128.785 upnl:-6.545 rpnl:0.000\n",
      "2015-03-12 TICK WIKI/AAPL open: 122.31 close: 124.45\n",
      "2015-03-12 POSITION value:-128.785 upnl:-4.335 rpnl:0.000\n",
      "2015-03-13 TICK WIKI/AAPL open: 124.4 close: 123.59\n",
      "2015-03-13 POSITION value:-128.785 upnl:-5.195 rpnl:0.000\n",
      "2015-03-16 TICK WIKI/AAPL open: 123.88 close: 124.95\n",
      "2015-03-16 POSITION value:-128.785 upnl:-3.835 rpnl:0.000\n",
      "2015-03-17 TICK WIKI/AAPL open: 125.9 close: 127.04\n",
      "2015-03-17 POSITION value:-128.785 upnl:-1.745 rpnl:0.000\n",
      "2015-03-18 TICK WIKI/AAPL open: 127.0 close: 128.47\n",
      "2015-03-18 POSITION value:-128.785 upnl:-0.315 rpnl:0.000\n",
      "2015-03-19 TICK WIKI/AAPL open: 128.75 close: 127.495\n",
      "2015-03-19 POSITION value:-128.785 upnl:-1.290 rpnl:0.000\n",
      "2015-03-20 TICK WIKI/AAPL open: 128.25 close: 125.9\n",
      "2015-03-20 POSITION value:-128.785 upnl:-2.885 rpnl:0.000\n",
      "2015-03-23 TICK WIKI/AAPL open: 127.12 close: 127.21\n",
      "2015-03-23 POSITION value:-128.785 upnl:-1.575 rpnl:0.000\n",
      "2015-03-24 TICK WIKI/AAPL open: 127.23 close: 126.69\n",
      "2015-03-24 POSITION value:-128.785 upnl:-2.095 rpnl:0.000\n",
      "2015-03-25 TICK WIKI/AAPL open: 126.54 close: 123.38\n",
      "2015-03-25 POSITION value:-128.785 upnl:-5.405 rpnl:0.000\n",
      "2015-03-26 TICK WIKI/AAPL open: 122.76 close: 124.24\n",
      "2015-03-26 POSITION value:-128.785 upnl:-4.545 rpnl:0.000\n",
      "2015-03-27 TICK WIKI/AAPL open: 124.57 close: 123.25\n",
      "2015-03-27 POSITION value:-128.785 upnl:-5.535 rpnl:0.000\n",
      "2015-03-30 TICK WIKI/AAPL open: 124.05 close: 126.37\n",
      "2015-03-30 SELL signal\n",
      "2015-03-30 ORDER SELL WIKI/AAPL 1\n",
      "2015-03-30 POSITION value:-128.785 upnl:-2.415 rpnl:0.000\n",
      "2015-03-31 TICK WIKI/AAPL open: 126.09 close: 124.43\n",
      "2015-03-31 FILLED SELL 1 WIKI/AAPL at 126.09\n",
      "2015-03-31 POSITION value:0.000 upnl:0.000 rpnl:-2.695\n",
      "2015-04-01 TICK WIKI/AAPL open: 124.82 close: 124.25\n",
      "2015-04-01 POSITION value:0.000 upnl:0.000 rpnl:-2.695\n",
      "2015-04-02 TICK WIKI/AAPL open: 125.03 close: 125.32\n",
      "2015-04-02 POSITION value:0.000 upnl:0.000 rpnl:-2.695\n",
      "2015-04-06 TICK WIKI/AAPL open: 124.47 close: 127.35\n",
      "2015-04-06 POSITION value:0.000 upnl:0.000 rpnl:-2.695\n",
      "2015-04-07 TICK WIKI/AAPL open: 127.64 close: 126.01\n",
      "2015-04-07 POSITION value:0.000 upnl:0.000 rpnl:-2.695\n",
      "2015-04-08 TICK WIKI/AAPL open: 125.85 close: 125.6\n",
      "2015-04-08 POSITION value:0.000 upnl:0.000 rpnl:-2.695\n",
      "2015-04-09 TICK WIKI/AAPL open: 125.85 close: 126.56\n",
      "2015-04-09 POSITION value:0.000 upnl:0.000 rpnl:-2.695\n",
      "2015-04-10 TICK WIKI/AAPL open: 125.95 close: 127.1\n",
      "2015-04-10 POSITION value:0.000 upnl:0.000 rpnl:-2.695\n",
      "2015-04-13 TICK WIKI/AAPL open: 128.37 close: 126.85\n",
      "2015-04-13 POSITION value:0.000 upnl:0.000 rpnl:-2.695\n",
      "2015-04-14 TICK WIKI/AAPL open: 127.0 close: 126.3\n",
      "2015-04-14 POSITION value:0.000 upnl:0.000 rpnl:-2.695\n",
      "2015-04-15 TICK WIKI/AAPL open: 126.41 close: 126.78\n",
      "2015-04-15 POSITION value:0.000 upnl:0.000 rpnl:-2.695\n",
      "2015-04-16 TICK WIKI/AAPL open: 126.28 close: 126.17\n",
      "2015-04-16 POSITION value:0.000 upnl:0.000 rpnl:-2.695\n",
      "2015-04-17 TICK WIKI/AAPL open: 125.55 close: 124.75\n",
      "2015-04-17 POSITION value:0.000 upnl:0.000 rpnl:-2.695\n",
      "2015-04-20 TICK WIKI/AAPL open: 125.57 close: 127.6\n",
      "2015-04-20 SELL signal\n",
      "2015-04-20 ORDER SELL WIKI/AAPL 1\n",
      "2015-04-20 POSITION value:0.000 upnl:0.000 rpnl:-2.695\n",
      "2015-04-21 TICK WIKI/AAPL open: 128.1 close: 126.91\n",
      "2015-04-21 FILLED SELL 1 WIKI/AAPL at 128.1\n",
      "2015-04-21 POSITION value:128.100 upnl:1.190 rpnl:-2.695\n",
      "2015-04-22 TICK WIKI/AAPL open: 126.99 close: 128.62\n",
      "2015-04-22 POSITION value:128.100 upnl:-0.520 rpnl:-2.695\n",
      "2015-04-23 TICK WIKI/AAPL open: 128.3 close: 129.67\n",
      "2015-04-23 POSITION value:128.100 upnl:-1.570 rpnl:-2.695\n",
      "2015-04-24 TICK WIKI/AAPL open: 130.49 close: 130.28\n",
      "2015-04-24 POSITION value:128.100 upnl:-2.180 rpnl:-2.695\n",
      "2015-04-27 TICK WIKI/AAPL open: 132.31 close: 132.65\n",
      "2015-04-27 POSITION value:128.100 upnl:-4.550 rpnl:-2.695\n",
      "2015-04-28 TICK WIKI/AAPL open: 134.455 close: 130.56\n",
      "2015-04-28 BUY signal\n",
      "2015-04-28 ORDER BUY WIKI/AAPL 1\n",
      "2015-04-28 POSITION value:128.100 upnl:-2.460 rpnl:-2.695\n",
      "2015-04-29 TICK WIKI/AAPL open: 130.16 close: 128.64\n",
      "2015-04-29 FILLED BUY 1 WIKI/AAPL at 130.16\n",
      "2015-04-29 POSITION value:0.000 upnl:0.000 rpnl:-2.060\n",
      "2015-04-30 TICK WIKI/AAPL open: 127.5 close: 125.15\n",
      "2015-04-30 BUY signal\n",
      "2015-04-30 ORDER BUY WIKI/AAPL 1\n",
      "2015-04-30 POSITION value:0.000 upnl:0.000 rpnl:-2.060\n",
      "2015-05-01 TICK WIKI/AAPL open: 126.1 close: 128.95\n",
      "2015-05-01 FILLED BUY 1 WIKI/AAPL at 126.1\n",
      "2015-05-01 SELL signal\n",
      "2015-05-01 ORDER SELL WIKI/AAPL 1\n",
      "2015-05-01 POSITION value:-126.100 upnl:2.850 rpnl:-2.060\n",
      "2015-05-04 TICK WIKI/AAPL open: 129.5 close: 128.7\n",
      "2015-05-04 FILLED SELL 1 WIKI/AAPL at 129.5\n",
      "2015-05-04 POSITION value:0.000 upnl:0.000 rpnl:3.400\n",
      "2015-05-05 TICK WIKI/AAPL open: 128.15 close: 125.8\n",
      "2015-05-05 BUY signal\n",
      "2015-05-05 ORDER BUY WIKI/AAPL 1\n",
      "2015-05-05 POSITION value:0.000 upnl:0.000 rpnl:3.400\n",
      "2015-05-06 TICK WIKI/AAPL open: 126.56 close: 125.01\n",
      "2015-05-06 FILLED BUY 1 WIKI/AAPL at 126.56\n",
      "2015-05-06 POSITION value:-126.560 upnl:-1.550 rpnl:3.400\n",
      "2015-05-07 TICK WIKI/AAPL open: 124.77 close: 125.26\n",
      "2015-05-07 POSITION value:-126.560 upnl:-1.300 rpnl:3.400\n",
      "2015-05-08 TICK WIKI/AAPL open: 126.68 close: 127.62\n",
      "2015-05-08 POSITION value:-126.560 upnl:1.060 rpnl:3.400\n",
      "2015-05-11 TICK WIKI/AAPL open: 127.39 close: 126.32\n",
      "2015-05-11 POSITION value:-126.560 upnl:-0.240 rpnl:3.400\n",
      "2015-05-12 TICK WIKI/AAPL open: 125.6 close: 125.865\n",
      "2015-05-12 POSITION value:-126.560 upnl:-0.695 rpnl:3.400\n",
      "2015-05-13 TICK WIKI/AAPL open: 126.15 close: 126.01\n",
      "2015-05-13 POSITION value:-126.560 upnl:-0.550 rpnl:3.400\n",
      "2015-05-14 TICK WIKI/AAPL open: 127.41 close: 128.95\n",
      "2015-05-14 POSITION value:-126.560 upnl:2.390 rpnl:3.400\n",
      "2015-05-15 TICK WIKI/AAPL open: 129.07 close: 128.77\n",
      "2015-05-15 POSITION value:-126.560 upnl:2.210 rpnl:3.400\n",
      "2015-05-18 TICK WIKI/AAPL open: 128.38 close: 130.19\n",
      "2015-05-18 POSITION value:-126.560 upnl:3.630 rpnl:3.400\n",
      "2015-05-19 TICK WIKI/AAPL open: 130.69 close: 130.07\n",
      "2015-05-19 POSITION value:-126.560 upnl:3.510 rpnl:3.400\n",
      "2015-05-20 TICK WIKI/AAPL open: 130.0 close: 130.06\n",
      "2015-05-20 POSITION value:-126.560 upnl:3.500 rpnl:3.400\n",
      "2015-05-21 TICK WIKI/AAPL open: 130.07 close: 131.39\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2015-05-21 POSITION value:-126.560 upnl:4.830 rpnl:3.400\n",
      "2015-05-22 TICK WIKI/AAPL open: 131.6 close: 132.54\n",
      "2015-05-22 POSITION value:-126.560 upnl:5.980 rpnl:3.400\n",
      "2015-05-26 TICK WIKI/AAPL open: 132.6 close: 129.62\n",
      "2015-05-26 POSITION value:-126.560 upnl:3.060 rpnl:3.400\n",
      "2015-05-27 TICK WIKI/AAPL open: 130.34 close: 132.045\n",
      "2015-05-27 POSITION value:-126.560 upnl:5.485 rpnl:3.400\n",
      "2015-05-28 TICK WIKI/AAPL open: 131.86 close: 131.78\n",
      "2015-05-28 POSITION value:-126.560 upnl:5.220 rpnl:3.400\n",
      "2015-05-29 TICK WIKI/AAPL open: 131.23 close: 130.28\n",
      "2015-05-29 POSITION value:-126.560 upnl:3.720 rpnl:3.400\n",
      "2015-06-01 TICK WIKI/AAPL open: 131.2 close: 130.535\n",
      "2015-06-01 POSITION value:-126.560 upnl:3.975 rpnl:3.400\n",
      "2015-06-02 TICK WIKI/AAPL open: 129.86 close: 129.96\n",
      "2015-06-02 POSITION value:-126.560 upnl:3.400 rpnl:3.400\n",
      "2015-06-03 TICK WIKI/AAPL open: 130.66 close: 130.12\n",
      "2015-06-03 POSITION value:-126.560 upnl:3.560 rpnl:3.400\n",
      "2015-06-04 TICK WIKI/AAPL open: 129.58 close: 129.36\n",
      "2015-06-04 POSITION value:-126.560 upnl:2.800 rpnl:3.400\n",
      "2015-06-05 TICK WIKI/AAPL open: 129.5 close: 128.65\n",
      "2015-06-05 POSITION value:-126.560 upnl:2.090 rpnl:3.400\n",
      "2015-06-08 TICK WIKI/AAPL open: 128.9 close: 127.8\n",
      "2015-06-08 POSITION value:-126.560 upnl:1.240 rpnl:3.400\n",
      "2015-06-09 TICK WIKI/AAPL open: 126.7 close: 127.42\n",
      "2015-06-09 POSITION value:-126.560 upnl:0.860 rpnl:3.400\n",
      "2015-06-10 TICK WIKI/AAPL open: 127.92 close: 128.88\n",
      "2015-06-10 POSITION value:-126.560 upnl:2.320 rpnl:3.400\n",
      "2015-06-11 TICK WIKI/AAPL open: 129.18 close: 128.59\n",
      "2015-06-11 POSITION value:-126.560 upnl:2.030 rpnl:3.400\n",
      "2015-06-12 TICK WIKI/AAPL open: 128.185 close: 127.17\n",
      "2015-06-12 POSITION value:-126.560 upnl:0.610 rpnl:3.400\n",
      "2015-06-15 TICK WIKI/AAPL open: 126.1 close: 126.92\n",
      "2015-06-15 POSITION value:-126.560 upnl:0.360 rpnl:3.400\n",
      "2015-06-16 TICK WIKI/AAPL open: 127.03 close: 127.6\n",
      "2015-06-16 POSITION value:-126.560 upnl:1.040 rpnl:3.400\n",
      "2015-06-17 TICK WIKI/AAPL open: 127.72 close: 127.3\n",
      "2015-06-17 POSITION value:-126.560 upnl:0.740 rpnl:3.400\n",
      "2015-06-18 TICK WIKI/AAPL open: 127.23 close: 127.88\n",
      "2015-06-18 POSITION value:-126.560 upnl:1.320 rpnl:3.400\n",
      "2015-06-19 TICK WIKI/AAPL open: 127.71 close: 126.6\n",
      "2015-06-19 POSITION value:-126.560 upnl:0.040 rpnl:3.400\n",
      "2015-06-22 TICK WIKI/AAPL open: 127.49 close: 127.61\n",
      "2015-06-22 POSITION value:-126.560 upnl:1.050 rpnl:3.400\n",
      "2015-06-23 TICK WIKI/AAPL open: 127.48 close: 127.03\n",
      "2015-06-23 POSITION value:-126.560 upnl:0.470 rpnl:3.400\n",
      "2015-06-24 TICK WIKI/AAPL open: 127.21 close: 128.11\n",
      "2015-06-24 POSITION value:-126.560 upnl:1.550 rpnl:3.400\n",
      "2015-06-25 TICK WIKI/AAPL open: 128.86 close: 127.5\n",
      "2015-06-25 POSITION value:-126.560 upnl:0.940 rpnl:3.400\n",
      "2015-06-26 TICK WIKI/AAPL open: 127.67 close: 126.75\n",
      "2015-06-26 POSITION value:-126.560 upnl:0.190 rpnl:3.400\n",
      "2015-06-29 TICK WIKI/AAPL open: 125.46 close: 124.53\n",
      "2015-06-29 POSITION value:-126.560 upnl:-2.030 rpnl:3.400\n",
      "2015-06-30 TICK WIKI/AAPL open: 125.57 close: 125.425\n",
      "2015-06-30 POSITION value:-126.560 upnl:-1.135 rpnl:3.400\n",
      "2015-07-01 TICK WIKI/AAPL open: 126.9 close: 126.6\n",
      "2015-07-01 POSITION value:-126.560 upnl:0.040 rpnl:3.400\n",
      "2015-07-02 TICK WIKI/AAPL open: 126.43 close: 126.44\n",
      "2015-07-02 POSITION value:-126.560 upnl:-0.120 rpnl:3.400\n",
      "2015-07-06 TICK WIKI/AAPL open: 124.94 close: 126.0\n",
      "2015-07-06 POSITION value:-126.560 upnl:-0.560 rpnl:3.400\n",
      "2015-07-07 TICK WIKI/AAPL open: 125.89 close: 125.69\n",
      "2015-07-07 POSITION value:-126.560 upnl:-0.870 rpnl:3.400\n",
      "2015-07-08 TICK WIKI/AAPL open: 124.48 close: 122.57\n",
      "2015-07-08 POSITION value:-126.560 upnl:-3.990 rpnl:3.400\n",
      "2015-07-09 TICK WIKI/AAPL open: 123.85 close: 120.07\n",
      "2015-07-09 POSITION value:-126.560 upnl:-6.490 rpnl:3.400\n",
      "2015-07-10 TICK WIKI/AAPL open: 121.94 close: 123.28\n",
      "2015-07-10 SELL signal\n",
      "2015-07-10 ORDER SELL WIKI/AAPL 1\n",
      "2015-07-10 POSITION value:-126.560 upnl:-3.280 rpnl:3.400\n",
      "2015-07-13 TICK WIKI/AAPL open: 125.03 close: 125.66\n",
      "2015-07-13 FILLED SELL 1 WIKI/AAPL at 125.03\n",
      "2015-07-13 SELL signal\n",
      "2015-07-13 ORDER SELL WIKI/AAPL 1\n",
      "2015-07-13 POSITION value:0.000 upnl:0.000 rpnl:-1.530\n",
      "2015-07-14 TICK WIKI/AAPL open: 126.04 close: 125.61\n",
      "2015-07-14 FILLED SELL 1 WIKI/AAPL at 126.04\n",
      "2015-07-14 POSITION value:126.040 upnl:0.430 rpnl:-1.530\n",
      "2015-07-15 TICK WIKI/AAPL open: 125.72 close: 126.82\n",
      "2015-07-15 POSITION value:126.040 upnl:-0.780 rpnl:-1.530\n",
      "2015-07-16 TICK WIKI/AAPL open: 127.74 close: 128.51\n",
      "2015-07-16 POSITION value:126.040 upnl:-2.470 rpnl:-1.530\n",
      "2015-07-17 TICK WIKI/AAPL open: 129.08 close: 129.62\n",
      "2015-07-17 POSITION value:126.040 upnl:-3.580 rpnl:-1.530\n",
      "2015-07-20 TICK WIKI/AAPL open: 130.97 close: 132.07\n",
      "2015-07-20 POSITION value:126.040 upnl:-6.030 rpnl:-1.530\n",
      "2015-07-21 TICK WIKI/AAPL open: 132.85 close: 130.75\n",
      "2015-07-21 POSITION value:126.040 upnl:-4.710 rpnl:-1.530\n",
      "2015-07-22 TICK WIKI/AAPL open: 121.99 close: 125.22\n",
      "2015-07-22 BUY signal\n",
      "2015-07-22 ORDER BUY WIKI/AAPL 1\n",
      "2015-07-22 POSITION value:126.040 upnl:0.820 rpnl:-1.530\n",
      "2015-07-23 TICK WIKI/AAPL open: 126.2 close: 125.16\n",
      "2015-07-23 FILLED BUY 1 WIKI/AAPL at 126.2\n",
      "2015-07-23 POSITION value:0.000 upnl:0.000 rpnl:-0.160\n",
      "2015-07-24 TICK WIKI/AAPL open: 125.32 close: 124.5\n",
      "2015-07-24 POSITION value:0.000 upnl:0.000 rpnl:-0.160\n",
      "2015-07-27 TICK WIKI/AAPL open: 123.09 close: 122.77\n",
      "2015-07-27 POSITION value:0.000 upnl:0.000 rpnl:-0.160\n",
      "2015-07-28 TICK WIKI/AAPL open: 123.38 close: 123.38\n",
      "2015-07-28 POSITION value:0.000 upnl:0.000 rpnl:-0.160\n",
      "2015-07-29 TICK WIKI/AAPL open: 123.15 close: 122.99\n",
      "2015-07-29 POSITION value:0.000 upnl:0.000 rpnl:-0.160\n",
      "2015-07-30 TICK WIKI/AAPL open: 122.32 close: 122.37\n",
      "2015-07-30 POSITION value:0.000 upnl:0.000 rpnl:-0.160\n",
      "2015-07-31 TICK WIKI/AAPL open: 122.6 close: 121.3\n",
      "2015-07-31 POSITION value:0.000 upnl:0.000 rpnl:-0.160\n",
      "2015-08-03 TICK WIKI/AAPL open: 121.5 close: 118.44\n",
      "2015-08-03 POSITION value:0.000 upnl:0.000 rpnl:-0.160\n",
      "2015-08-04 TICK WIKI/AAPL open: 117.42 close: 114.64\n",
      "2015-08-04 BUY signal\n",
      "2015-08-04 ORDER BUY WIKI/AAPL 1\n",
      "2015-08-04 POSITION value:0.000 upnl:0.000 rpnl:-0.160\n",
      "2015-08-05 TICK WIKI/AAPL open: 112.95 close: 115.4\n",
      "2015-08-05 FILLED BUY 1 WIKI/AAPL at 112.95\n",
      "2015-08-05 POSITION value:-112.950 upnl:2.450 rpnl:-0.160\n",
      "2015-08-06 TICK WIKI/AAPL open: 115.97 close: 115.13\n",
      "2015-08-06 POSITION value:-112.950 upnl:2.180 rpnl:-0.160\n",
      "2015-08-07 TICK WIKI/AAPL open: 114.58 close: 115.52\n",
      "2015-08-07 POSITION value:-112.950 upnl:2.570 rpnl:-0.160\n",
      "2015-08-10 TICK WIKI/AAPL open: 116.53 close: 119.72\n",
      "2015-08-10 SELL signal\n",
      "2015-08-10 ORDER SELL WIKI/AAPL 1\n",
      "2015-08-10 POSITION value:-112.950 upnl:6.770 rpnl:-0.160\n",
      "2015-08-11 TICK WIKI/AAPL open: 117.81 close: 113.49\n",
      "2015-08-11 FILLED SELL 1 WIKI/AAPL at 117.81\n",
      "2015-08-11 BUY signal\n",
      "2015-08-11 ORDER BUY WIKI/AAPL 1\n",
      "2015-08-11 POSITION value:0.000 upnl:0.000 rpnl:4.860\n",
      "2015-08-12 TICK WIKI/AAPL open: 112.53 close: 115.24\n",
      "2015-08-12 FILLED BUY 1 WIKI/AAPL at 112.53\n",
      "2015-08-12 POSITION value:-112.530 upnl:2.710 rpnl:4.860\n",
      "2015-08-13 TICK WIKI/AAPL open: 116.04 close: 115.15\n",
      "2015-08-13 POSITION value:-112.530 upnl:2.620 rpnl:4.860\n",
      "2015-08-14 TICK WIKI/AAPL open: 114.32 close: 115.96\n",
      "2015-08-14 POSITION value:-112.530 upnl:3.430 rpnl:4.860\n",
      "2015-08-17 TICK WIKI/AAPL open: 116.04 close: 117.16\n",
      "2015-08-17 POSITION value:-112.530 upnl:4.630 rpnl:4.860\n",
      "2015-08-18 TICK WIKI/AAPL open: 116.43 close: 116.5\n",
      "2015-08-18 POSITION value:-112.530 upnl:3.970 rpnl:4.860\n",
      "2015-08-19 TICK WIKI/AAPL open: 116.1 close: 115.01\n",
      "2015-08-19 POSITION value:-112.530 upnl:2.480 rpnl:4.860\n",
      "2015-08-20 TICK WIKI/AAPL open: 114.08 close: 112.65\n",
      "2015-08-20 POSITION value:-112.530 upnl:0.120 rpnl:4.860\n",
      "2015-08-21 TICK WIKI/AAPL open: 110.43 close: 105.76\n",
      "2015-08-21 POSITION value:-112.530 upnl:-6.770 rpnl:4.860\n",
      "2015-08-24 TICK WIKI/AAPL open: 94.87 close: 103.12\n",
      "2015-08-24 POSITION value:-112.530 upnl:-9.410 rpnl:4.860\n",
      "2015-08-25 TICK WIKI/AAPL open: 111.11 close: 103.74\n",
      "2015-08-25 POSITION value:-112.530 upnl:-8.790 rpnl:4.860\n",
      "2015-08-26 TICK WIKI/AAPL open: 107.085 close: 109.69\n",
      "2015-08-26 SELL signal\n",
      "2015-08-26 ORDER SELL WIKI/AAPL 1\n",
      "2015-08-26 POSITION value:-112.530 upnl:-2.840 rpnl:4.860\n",
      "2015-08-27 TICK WIKI/AAPL open: 112.25 close: 112.92\n",
      "2015-08-27 FILLED SELL 1 WIKI/AAPL at 112.25\n",
      "2015-08-27 POSITION value:0.000 upnl:0.000 rpnl:-0.280\n",
      "2015-08-28 TICK WIKI/AAPL open: 112.17 close: 113.29\n",
      "2015-08-28 POSITION value:0.000 upnl:0.000 rpnl:-0.280\n",
      "2015-08-31 TICK WIKI/AAPL open: 112.13 close: 112.76\n",
      "2015-08-31 POSITION value:0.000 upnl:0.000 rpnl:-0.280\n",
      "2015-09-01 TICK WIKI/AAPL open: 110.18 close: 107.72\n",
      "2015-09-01 POSITION value:0.000 upnl:0.000 rpnl:-0.280\n",
      "2015-09-02 TICK WIKI/AAPL open: 110.0 close: 112.34\n",
      "2015-09-02 POSITION value:0.000 upnl:0.000 rpnl:-0.280\n",
      "2015-09-03 TICK WIKI/AAPL open: 112.49 close: 110.37\n",
      "2015-09-03 POSITION value:0.000 upnl:0.000 rpnl:-0.280\n",
      "2015-09-04 TICK WIKI/AAPL open: 108.97 close: 109.27\n",
      "2015-09-04 POSITION value:0.000 upnl:0.000 rpnl:-0.280\n",
      "2015-09-08 TICK WIKI/AAPL open: 111.65 close: 112.31\n",
      "2015-09-08 POSITION value:0.000 upnl:0.000 rpnl:-0.280\n",
      "2015-09-09 TICK WIKI/AAPL open: 113.76 close: 110.15\n",
      "2015-09-09 POSITION value:0.000 upnl:0.000 rpnl:-0.280\n",
      "2015-09-10 TICK WIKI/AAPL open: 110.27 close: 112.57\n",
      "2015-09-10 POSITION value:0.000 upnl:0.000 rpnl:-0.280\n",
      "2015-09-11 TICK WIKI/AAPL open: 111.79 close: 114.21\n",
      "2015-09-11 POSITION value:0.000 upnl:0.000 rpnl:-0.280\n",
      "2015-09-14 TICK WIKI/AAPL open: 116.58 close: 115.31\n",
      "2015-09-14 POSITION value:0.000 upnl:0.000 rpnl:-0.280\n",
      "2015-09-15 TICK WIKI/AAPL open: 115.93 close: 116.28\n",
      "2015-09-15 POSITION value:0.000 upnl:0.000 rpnl:-0.280\n",
      "2015-09-16 TICK WIKI/AAPL open: 116.25 close: 116.41\n",
      "2015-09-16 POSITION value:0.000 upnl:0.000 rpnl:-0.280\n",
      "2015-09-17 TICK WIKI/AAPL open: 115.66 close: 113.92\n",
      "2015-09-17 POSITION value:0.000 upnl:0.000 rpnl:-0.280\n",
      "2015-09-18 TICK WIKI/AAPL open: 112.21 close: 113.45\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2015-09-18 POSITION value:0.000 upnl:0.000 rpnl:-0.280\n",
      "2015-09-21 TICK WIKI/AAPL open: 113.67 close: 115.21\n",
      "2015-09-21 POSITION value:0.000 upnl:0.000 rpnl:-0.280\n",
      "2015-09-22 TICK WIKI/AAPL open: 113.38 close: 113.4\n",
      "2015-09-22 POSITION value:0.000 upnl:0.000 rpnl:-0.280\n",
      "2015-09-23 TICK WIKI/AAPL open: 113.63 close: 114.32\n",
      "2015-09-23 POSITION value:0.000 upnl:0.000 rpnl:-0.280\n",
      "2015-09-24 TICK WIKI/AAPL open: 113.25 close: 115.0\n",
      "2015-09-24 POSITION value:0.000 upnl:0.000 rpnl:-0.280\n",
      "2015-09-25 TICK WIKI/AAPL open: 116.44 close: 114.71\n",
      "2015-09-25 POSITION value:0.000 upnl:0.000 rpnl:-0.280\n",
      "2015-09-28 TICK WIKI/AAPL open: 113.85 close: 112.44\n",
      "2015-09-28 POSITION value:0.000 upnl:0.000 rpnl:-0.280\n",
      "2015-09-29 TICK WIKI/AAPL open: 112.83 close: 109.06\n",
      "2015-09-29 BUY signal\n",
      "2015-09-29 ORDER BUY WIKI/AAPL 1\n",
      "2015-09-29 POSITION value:0.000 upnl:0.000 rpnl:-0.280\n",
      "2015-09-30 TICK WIKI/AAPL open: 110.17 close: 109.95\n",
      "2015-09-30 FILLED BUY 1 WIKI/AAPL at 110.17\n",
      "2015-09-30 POSITION value:-110.170 upnl:-0.220 rpnl:-0.280\n",
      "2015-10-01 TICK WIKI/AAPL open: 109.07 close: 109.58\n",
      "2015-10-01 POSITION value:-110.170 upnl:-0.590 rpnl:-0.280\n",
      "2015-10-02 TICK WIKI/AAPL open: 108.01 close: 110.38\n",
      "2015-10-02 POSITION value:-110.170 upnl:0.210 rpnl:-0.280\n",
      "2015-10-05 TICK WIKI/AAPL open: 109.88 close: 110.78\n",
      "2015-10-05 POSITION value:-110.170 upnl:0.610 rpnl:-0.280\n",
      "2015-10-06 TICK WIKI/AAPL open: 110.63 close: 111.31\n",
      "2015-10-06 POSITION value:-110.170 upnl:1.140 rpnl:-0.280\n",
      "2015-10-07 TICK WIKI/AAPL open: 111.74 close: 110.78\n",
      "2015-10-07 POSITION value:-110.170 upnl:0.610 rpnl:-0.280\n",
      "2015-10-08 TICK WIKI/AAPL open: 110.19 close: 109.5\n",
      "2015-10-08 POSITION value:-110.170 upnl:-0.670 rpnl:-0.280\n",
      "2015-10-09 TICK WIKI/AAPL open: 110.0 close: 112.12\n",
      "2015-10-09 SELL signal\n",
      "2015-10-09 ORDER SELL WIKI/AAPL 1\n",
      "2015-10-09 POSITION value:-110.170 upnl:1.950 rpnl:-0.280\n",
      "2015-10-12 TICK WIKI/AAPL open: 112.73 close: 111.6\n",
      "2015-10-12 FILLED SELL 1 WIKI/AAPL at 112.73\n",
      "2015-10-12 POSITION value:0.000 upnl:0.000 rpnl:2.560\n",
      "2015-10-13 TICK WIKI/AAPL open: 110.82 close: 111.79\n",
      "2015-10-13 POSITION value:0.000 upnl:0.000 rpnl:2.560\n",
      "2015-10-14 TICK WIKI/AAPL open: 111.29 close: 110.21\n",
      "2015-10-14 POSITION value:0.000 upnl:0.000 rpnl:2.560\n",
      "2015-10-15 TICK WIKI/AAPL open: 110.93 close: 111.86\n",
      "2015-10-15 POSITION value:0.000 upnl:0.000 rpnl:2.560\n",
      "2015-10-16 TICK WIKI/AAPL open: 111.78 close: 111.04\n",
      "2015-10-16 POSITION value:0.000 upnl:0.000 rpnl:2.560\n",
      "2015-10-19 TICK WIKI/AAPL open: 110.8 close: 111.73\n",
      "2015-10-19 POSITION value:0.000 upnl:0.000 rpnl:2.560\n",
      "2015-10-20 TICK WIKI/AAPL open: 111.34 close: 113.77\n",
      "2015-10-20 POSITION value:0.000 upnl:0.000 rpnl:2.560\n",
      "2015-10-21 TICK WIKI/AAPL open: 114.0 close: 113.76\n",
      "2015-10-21 POSITION value:0.000 upnl:0.000 rpnl:2.560\n",
      "2015-10-22 TICK WIKI/AAPL open: 114.33 close: 115.5\n",
      "2015-10-22 POSITION value:0.000 upnl:0.000 rpnl:2.560\n",
      "2015-10-23 TICK WIKI/AAPL open: 116.7 close: 119.08\n",
      "2015-10-23 SELL signal\n",
      "2015-10-23 ORDER SELL WIKI/AAPL 1\n",
      "2015-10-23 POSITION value:0.000 upnl:0.000 rpnl:2.560\n",
      "2015-10-26 TICK WIKI/AAPL open: 118.08 close: 115.28\n",
      "2015-10-26 FILLED SELL 1 WIKI/AAPL at 118.08\n",
      "2015-10-26 BUY signal\n",
      "2015-10-26 ORDER BUY WIKI/AAPL 1\n",
      "2015-10-26 POSITION value:118.080 upnl:2.800 rpnl:2.560\n",
      "2015-10-27 TICK WIKI/AAPL open: 115.4 close: 114.55\n",
      "2015-10-27 FILLED BUY 1 WIKI/AAPL at 115.4\n",
      "2015-10-27 POSITION value:0.000 upnl:0.000 rpnl:2.680\n",
      "2015-10-28 TICK WIKI/AAPL open: 116.93 close: 119.27\n",
      "2015-10-28 SELL signal\n",
      "2015-10-28 ORDER SELL WIKI/AAPL 1\n",
      "2015-10-28 POSITION value:0.000 upnl:0.000 rpnl:2.680\n",
      "2015-10-29 TICK WIKI/AAPL open: 118.7 close: 120.53\n",
      "2015-10-29 FILLED SELL 1 WIKI/AAPL at 118.7\n",
      "2015-10-29 POSITION value:118.700 upnl:-1.830 rpnl:2.680\n",
      "2015-10-30 TICK WIKI/AAPL open: 120.99 close: 119.5\n",
      "2015-10-30 POSITION value:118.700 upnl:-0.800 rpnl:2.680\n",
      "2015-11-02 TICK WIKI/AAPL open: 119.87 close: 121.18\n",
      "2015-11-02 POSITION value:118.700 upnl:-2.480 rpnl:2.680\n",
      "2015-11-03 TICK WIKI/AAPL open: 120.79 close: 122.57\n",
      "2015-11-03 POSITION value:118.700 upnl:-3.870 rpnl:2.680\n",
      "2015-11-04 TICK WIKI/AAPL open: 123.13 close: 122.0\n",
      "2015-11-04 POSITION value:118.700 upnl:-3.300 rpnl:2.680\n",
      "2015-11-05 TICK WIKI/AAPL open: 121.85 close: 120.92\n",
      "2015-11-05 POSITION value:118.700 upnl:-2.220 rpnl:2.680\n",
      "2015-11-06 TICK WIKI/AAPL open: 121.11 close: 121.06\n",
      "2015-11-06 POSITION value:118.700 upnl:-2.360 rpnl:2.680\n",
      "2015-11-09 TICK WIKI/AAPL open: 120.96 close: 120.57\n",
      "2015-11-09 POSITION value:118.700 upnl:-1.870 rpnl:2.680\n",
      "2015-11-10 TICK WIKI/AAPL open: 116.9 close: 116.77\n",
      "2015-11-10 BUY signal\n",
      "2015-11-10 ORDER BUY WIKI/AAPL 1\n",
      "2015-11-10 POSITION value:118.700 upnl:1.930 rpnl:2.680\n",
      "2015-11-11 TICK WIKI/AAPL open: 116.37 close: 116.11\n",
      "2015-11-11 FILLED BUY 1 WIKI/AAPL at 116.37\n",
      "2015-11-11 POSITION value:0.000 upnl:0.000 rpnl:2.330\n",
      "2015-11-12 TICK WIKI/AAPL open: 116.26 close: 115.72\n",
      "2015-11-12 POSITION value:0.000 upnl:0.000 rpnl:2.330\n",
      "2015-11-13 TICK WIKI/AAPL open: 115.2 close: 112.34\n",
      "2015-11-13 BUY signal\n",
      "2015-11-13 ORDER BUY WIKI/AAPL 1\n",
      "2015-11-13 POSITION value:0.000 upnl:0.000 rpnl:2.330\n",
      "2015-11-16 TICK WIKI/AAPL open: 111.38 close: 114.175\n",
      "2015-11-16 FILLED BUY 1 WIKI/AAPL at 111.38\n",
      "2015-11-16 POSITION value:-111.380 upnl:2.795 rpnl:2.330\n",
      "2015-11-17 TICK WIKI/AAPL open: 114.92 close: 113.69\n",
      "2015-11-17 POSITION value:-111.380 upnl:2.310 rpnl:2.330\n",
      "2015-11-18 TICK WIKI/AAPL open: 115.76 close: 117.29\n",
      "2015-11-18 SELL signal\n",
      "2015-11-18 ORDER SELL WIKI/AAPL 1\n",
      "2015-11-18 POSITION value:-111.380 upnl:5.910 rpnl:2.330\n",
      "2015-11-19 TICK WIKI/AAPL open: 117.64 close: 118.78\n",
      "2015-11-19 FILLED SELL 1 WIKI/AAPL at 117.64\n",
      "2015-11-19 POSITION value:0.000 upnl:0.000 rpnl:6.260\n",
      "2015-11-20 TICK WIKI/AAPL open: 119.2 close: 119.3\n",
      "2015-11-20 POSITION value:0.000 upnl:0.000 rpnl:6.260\n",
      "2015-11-23 TICK WIKI/AAPL open: 119.27 close: 117.75\n",
      "2015-11-23 POSITION value:0.000 upnl:0.000 rpnl:6.260\n",
      "2015-11-24 TICK WIKI/AAPL open: 117.33 close: 118.88\n",
      "2015-11-24 POSITION value:0.000 upnl:0.000 rpnl:6.260\n",
      "2015-11-25 TICK WIKI/AAPL open: 119.21 close: 118.03\n",
      "2015-11-25 POSITION value:0.000 upnl:0.000 rpnl:6.260\n",
      "2015-11-27 TICK WIKI/AAPL open: 118.29 close: 117.81\n",
      "2015-11-27 POSITION value:0.000 upnl:0.000 rpnl:6.260\n",
      "2015-11-30 TICK WIKI/AAPL open: 117.99 close: 118.3\n",
      "2015-11-30 POSITION value:0.000 upnl:0.000 rpnl:6.260\n",
      "2015-12-01 TICK WIKI/AAPL open: 118.75 close: 117.34\n",
      "2015-12-01 POSITION value:0.000 upnl:0.000 rpnl:6.260\n",
      "2015-12-02 TICK WIKI/AAPL open: 117.05 close: 116.28\n",
      "2015-12-02 POSITION value:0.000 upnl:0.000 rpnl:6.260\n",
      "2015-12-03 TICK WIKI/AAPL open: 116.55 close: 115.2\n",
      "2015-12-03 POSITION value:0.000 upnl:0.000 rpnl:6.260\n",
      "2015-12-04 TICK WIKI/AAPL open: 115.29 close: 119.03\n",
      "2015-12-04 SELL signal\n",
      "2015-12-04 ORDER SELL WIKI/AAPL 1\n",
      "2015-12-04 POSITION value:0.000 upnl:0.000 rpnl:6.260\n",
      "2015-12-07 TICK WIKI/AAPL open: 118.98 close: 118.28\n",
      "2015-12-07 FILLED SELL 1 WIKI/AAPL at 118.98\n",
      "2015-12-07 POSITION value:118.980 upnl:0.700 rpnl:6.260\n",
      "2015-12-08 TICK WIKI/AAPL open: 117.52 close: 118.23\n",
      "2015-12-08 POSITION value:118.980 upnl:0.750 rpnl:6.260\n",
      "2015-12-09 TICK WIKI/AAPL open: 117.64 close: 115.62\n",
      "2015-12-09 POSITION value:118.980 upnl:3.360 rpnl:6.260\n",
      "2015-12-10 TICK WIKI/AAPL open: 116.04 close: 116.17\n",
      "2015-12-10 POSITION value:118.980 upnl:2.810 rpnl:6.260\n",
      "2015-12-11 TICK WIKI/AAPL open: 115.19 close: 113.18\n",
      "2015-12-11 BUY signal\n",
      "2015-12-11 ORDER BUY WIKI/AAPL 1\n",
      "2015-12-11 POSITION value:118.980 upnl:5.800 rpnl:6.260\n",
      "2015-12-14 TICK WIKI/AAPL open: 112.18 close: 112.48\n",
      "2015-12-14 FILLED BUY 1 WIKI/AAPL at 112.18\n",
      "2015-12-14 POSITION value:0.000 upnl:0.000 rpnl:6.800\n",
      "2015-12-15 TICK WIKI/AAPL open: 111.94 close: 110.49\n",
      "2015-12-15 POSITION value:0.000 upnl:0.000 rpnl:6.800\n",
      "2015-12-16 TICK WIKI/AAPL open: 111.07 close: 111.34\n",
      "2015-12-16 POSITION value:0.000 upnl:0.000 rpnl:6.800\n",
      "2015-12-17 TICK WIKI/AAPL open: 112.02 close: 108.98\n",
      "2015-12-17 POSITION value:0.000 upnl:0.000 rpnl:6.800\n",
      "2015-12-18 TICK WIKI/AAPL open: 108.91 close: 106.03\n",
      "2015-12-18 POSITION value:0.000 upnl:0.000 rpnl:6.800\n",
      "2015-12-21 TICK WIKI/AAPL open: 107.28 close: 107.33\n",
      "2015-12-21 POSITION value:0.000 upnl:0.000 rpnl:6.800\n",
      "2015-12-22 TICK WIKI/AAPL open: 107.4 close: 107.23\n",
      "2015-12-22 POSITION value:0.000 upnl:0.000 rpnl:6.800\n",
      "2015-12-23 TICK WIKI/AAPL open: 107.27 close: 108.61\n",
      "2015-12-23 POSITION value:0.000 upnl:0.000 rpnl:6.800\n",
      "2015-12-24 TICK WIKI/AAPL open: 109.0 close: 108.03\n",
      "2015-12-24 POSITION value:0.000 upnl:0.000 rpnl:6.800\n",
      "2015-12-28 TICK WIKI/AAPL open: 107.59 close: 106.82\n",
      "2015-12-28 POSITION value:0.000 upnl:0.000 rpnl:6.800\n",
      "2015-12-29 TICK WIKI/AAPL open: 106.96 close: 108.74\n",
      "2015-12-29 POSITION value:0.000 upnl:0.000 rpnl:6.800\n",
      "2015-12-30 TICK WIKI/AAPL open: 108.58 close: 107.32\n",
      "2015-12-30 POSITION value:0.000 upnl:0.000 rpnl:6.800\n",
      "2015-12-31 TICK WIKI/AAPL open: 107.01 close: 105.26\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2015-12-31 POSITION value:0.000 upnl:0.000 rpnl:6.800\n",
      "2016-01-04 TICK WIKI/AAPL open: 102.61 close: 105.35\n",
      "2016-01-04 POSITION value:0.000 upnl:0.000 rpnl:6.800\n",
      "2016-01-05 TICK WIKI/AAPL open: 105.75 close: 102.71\n",
      "2016-01-05 POSITION value:0.000 upnl:0.000 rpnl:6.800\n",
      "2016-01-06 TICK WIKI/AAPL open: 100.56 close: 100.7\n",
      "2016-01-06 POSITION value:0.000 upnl:0.000 rpnl:6.800\n",
      "2016-01-07 TICK WIKI/AAPL open: 98.68 close: 96.45\n",
      "2016-01-07 BUY signal\n",
      "2016-01-07 ORDER BUY WIKI/AAPL 1\n",
      "2016-01-07 POSITION value:0.000 upnl:0.000 rpnl:6.800\n",
      "2016-01-08 TICK WIKI/AAPL open: 98.55 close: 96.96\n",
      "2016-01-08 FILLED BUY 1 WIKI/AAPL at 98.55\n",
      "2016-01-08 POSITION value:-98.550 upnl:-1.590 rpnl:6.800\n",
      "2016-01-11 TICK WIKI/AAPL open: 98.97 close: 98.53\n",
      "2016-01-11 POSITION value:-98.550 upnl:-0.020 rpnl:6.800\n",
      "2016-01-12 TICK WIKI/AAPL open: 100.55 close: 99.96\n",
      "2016-01-12 POSITION value:-98.550 upnl:1.410 rpnl:6.800\n",
      "2016-01-13 TICK WIKI/AAPL open: 100.32 close: 97.39\n",
      "2016-01-13 POSITION value:-98.550 upnl:-1.160 rpnl:6.800\n",
      "2016-01-14 TICK WIKI/AAPL open: 97.96 close: 99.52\n",
      "2016-01-14 POSITION value:-98.550 upnl:0.970 rpnl:6.800\n",
      "2016-01-15 TICK WIKI/AAPL open: 96.2 close: 97.13\n",
      "2016-01-15 POSITION value:-98.550 upnl:-1.420 rpnl:6.800\n",
      "2016-01-19 TICK WIKI/AAPL open: 98.41 close: 96.66\n",
      "2016-01-19 POSITION value:-98.550 upnl:-1.890 rpnl:6.800\n",
      "2016-01-20 TICK WIKI/AAPL open: 95.1 close: 96.79\n",
      "2016-01-20 POSITION value:-98.550 upnl:-1.760 rpnl:6.800\n",
      "2016-01-21 TICK WIKI/AAPL open: 97.06 close: 96.3\n",
      "2016-01-21 POSITION value:-98.550 upnl:-2.250 rpnl:6.800\n",
      "2016-01-22 TICK WIKI/AAPL open: 98.63 close: 101.42\n",
      "2016-01-22 SELL signal\n",
      "2016-01-22 ORDER SELL WIKI/AAPL 1\n",
      "2016-01-22 POSITION value:-98.550 upnl:2.870 rpnl:6.800\n",
      "2016-01-25 TICK WIKI/AAPL open: 101.52 close: 99.44\n",
      "2016-01-25 FILLED SELL 1 WIKI/AAPL at 101.52\n",
      "2016-01-25 POSITION value:0.000 upnl:0.000 rpnl:2.970\n",
      "2016-01-26 TICK WIKI/AAPL open: 99.93 close: 99.99\n",
      "2016-01-26 POSITION value:0.000 upnl:0.000 rpnl:2.970\n",
      "2016-01-27 TICK WIKI/AAPL open: 96.04 close: 93.42\n",
      "2016-01-27 BUY signal\n",
      "2016-01-27 ORDER BUY WIKI/AAPL 1\n",
      "2016-01-27 POSITION value:0.000 upnl:0.000 rpnl:2.970\n",
      "2016-01-28 TICK WIKI/AAPL open: 93.79 close: 94.09\n",
      "2016-01-28 FILLED BUY 1 WIKI/AAPL at 93.79\n",
      "2016-01-28 POSITION value:-93.790 upnl:0.300 rpnl:2.970\n",
      "2016-01-29 TICK WIKI/AAPL open: 94.79 close: 97.34\n",
      "2016-01-29 POSITION value:-93.790 upnl:3.550 rpnl:2.970\n",
      "2016-02-01 TICK WIKI/AAPL open: 96.47 close: 96.43\n",
      "2016-02-01 POSITION value:-93.790 upnl:2.640 rpnl:2.970\n",
      "2016-02-02 TICK WIKI/AAPL open: 95.42 close: 94.48\n",
      "2016-02-02 POSITION value:-93.790 upnl:0.690 rpnl:2.970\n",
      "2016-02-03 TICK WIKI/AAPL open: 95.0 close: 96.35\n",
      "2016-02-03 POSITION value:-93.790 upnl:2.560 rpnl:2.970\n",
      "2016-02-04 TICK WIKI/AAPL open: 95.86 close: 96.6\n",
      "2016-02-04 POSITION value:-93.790 upnl:2.810 rpnl:2.970\n",
      "2016-02-05 TICK WIKI/AAPL open: 96.52 close: 94.02\n",
      "2016-02-05 POSITION value:-93.790 upnl:0.230 rpnl:2.970\n",
      "2016-02-08 TICK WIKI/AAPL open: 93.13 close: 95.01\n",
      "2016-02-08 POSITION value:-93.790 upnl:1.220 rpnl:2.970\n",
      "2016-02-09 TICK WIKI/AAPL open: 94.29 close: 94.99\n",
      "2016-02-09 POSITION value:-93.790 upnl:1.200 rpnl:2.970\n",
      "2016-02-10 TICK WIKI/AAPL open: 95.92 close: 94.27\n",
      "2016-02-10 POSITION value:-93.790 upnl:0.480 rpnl:2.970\n",
      "2016-02-11 TICK WIKI/AAPL open: 93.79 close: 93.7\n",
      "2016-02-11 POSITION value:-93.790 upnl:-0.090 rpnl:2.970\n",
      "2016-02-12 TICK WIKI/AAPL open: 94.19 close: 93.99\n",
      "2016-02-12 POSITION value:-93.790 upnl:0.200 rpnl:2.970\n",
      "2016-02-16 TICK WIKI/AAPL open: 95.02 close: 96.64\n",
      "2016-02-16 POSITION value:-93.790 upnl:2.850 rpnl:2.970\n",
      "2016-02-17 TICK WIKI/AAPL open: 96.67 close: 98.12\n",
      "2016-02-17 POSITION value:-93.790 upnl:4.330 rpnl:2.970\n",
      "2016-02-18 TICK WIKI/AAPL open: 98.84 close: 96.26\n",
      "2016-02-18 POSITION value:-93.790 upnl:2.470 rpnl:2.970\n",
      "2016-02-19 TICK WIKI/AAPL open: 96.0 close: 96.04\n",
      "2016-02-19 POSITION value:-93.790 upnl:2.250 rpnl:2.970\n",
      "2016-02-22 TICK WIKI/AAPL open: 96.31 close: 96.88\n",
      "2016-02-22 POSITION value:-93.790 upnl:3.090 rpnl:2.970\n",
      "2016-02-23 TICK WIKI/AAPL open: 96.4 close: 94.69\n",
      "2016-02-23 POSITION value:-93.790 upnl:0.900 rpnl:2.970\n",
      "2016-02-24 TICK WIKI/AAPL open: 93.98 close: 96.1\n",
      "2016-02-24 POSITION value:-93.790 upnl:2.310 rpnl:2.970\n",
      "2016-02-25 TICK WIKI/AAPL open: 96.05 close: 96.76\n",
      "2016-02-25 POSITION value:-93.790 upnl:2.970 rpnl:2.970\n",
      "2016-02-26 TICK WIKI/AAPL open: 97.2 close: 96.91\n",
      "2016-02-26 POSITION value:-93.790 upnl:3.120 rpnl:2.970\n",
      "2016-02-29 TICK WIKI/AAPL open: 96.86 close: 96.69\n",
      "2016-02-29 POSITION value:-93.790 upnl:2.900 rpnl:2.970\n",
      "2016-03-01 TICK WIKI/AAPL open: 97.65 close: 100.53\n",
      "2016-03-01 SELL signal\n",
      "2016-03-01 ORDER SELL WIKI/AAPL 1\n",
      "2016-03-01 POSITION value:-93.790 upnl:6.740 rpnl:2.970\n",
      "2016-03-02 TICK WIKI/AAPL open: 100.51 close: 100.75\n",
      "2016-03-02 FILLED SELL 1 WIKI/AAPL at 100.51\n",
      "2016-03-02 POSITION value:0.000 upnl:0.000 rpnl:6.720\n",
      "2016-03-03 TICK WIKI/AAPL open: 100.58 close: 101.5\n",
      "2016-03-03 POSITION value:0.000 upnl:0.000 rpnl:6.720\n",
      "2016-03-04 TICK WIKI/AAPL open: 102.37 close: 103.01\n",
      "2016-03-04 POSITION value:0.000 upnl:0.000 rpnl:6.720\n",
      "2016-03-07 TICK WIKI/AAPL open: 102.39 close: 101.87\n",
      "2016-03-07 POSITION value:0.000 upnl:0.000 rpnl:6.720\n",
      "2016-03-08 TICK WIKI/AAPL open: 100.78 close: 101.03\n",
      "2016-03-08 POSITION value:0.000 upnl:0.000 rpnl:6.720\n",
      "2016-03-09 TICK WIKI/AAPL open: 101.31 close: 101.12\n",
      "2016-03-09 POSITION value:0.000 upnl:0.000 rpnl:6.720\n",
      "2016-03-10 TICK WIKI/AAPL open: 101.41 close: 101.17\n",
      "2016-03-10 POSITION value:0.000 upnl:0.000 rpnl:6.720\n",
      "2016-03-11 TICK WIKI/AAPL open: 102.24 close: 102.26\n",
      "2016-03-11 POSITION value:0.000 upnl:0.000 rpnl:6.720\n",
      "2016-03-14 TICK WIKI/AAPL open: 101.91 close: 102.52\n",
      "2016-03-14 POSITION value:0.000 upnl:0.000 rpnl:6.720\n",
      "2016-03-15 TICK WIKI/AAPL open: 103.96 close: 104.58\n",
      "2016-03-15 POSITION value:0.000 upnl:0.000 rpnl:6.720\n",
      "2016-03-16 TICK WIKI/AAPL open: 104.61 close: 105.97\n",
      "2016-03-16 POSITION value:0.000 upnl:0.000 rpnl:6.720\n",
      "2016-03-17 TICK WIKI/AAPL open: 105.52 close: 105.8\n",
      "2016-03-17 POSITION value:0.000 upnl:0.000 rpnl:6.720\n",
      "2016-03-18 TICK WIKI/AAPL open: 106.34 close: 105.92\n",
      "2016-03-18 POSITION value:0.000 upnl:0.000 rpnl:6.720\n",
      "2016-03-21 TICK WIKI/AAPL open: 105.93 close: 105.91\n",
      "2016-03-21 POSITION value:0.000 upnl:0.000 rpnl:6.720\n",
      "2016-03-22 TICK WIKI/AAPL open: 105.25 close: 106.72\n",
      "2016-03-22 POSITION value:0.000 upnl:0.000 rpnl:6.720\n",
      "2016-03-23 TICK WIKI/AAPL open: 106.48 close: 106.13\n",
      "2016-03-23 POSITION value:0.000 upnl:0.000 rpnl:6.720\n",
      "2016-03-24 TICK WIKI/AAPL open: 105.47 close: 105.67\n",
      "2016-03-24 POSITION value:0.000 upnl:0.000 rpnl:6.720\n",
      "2016-03-28 TICK WIKI/AAPL open: 106.0 close: 105.19\n",
      "2016-03-28 POSITION value:0.000 upnl:0.000 rpnl:6.720\n",
      "2016-03-29 TICK WIKI/AAPL open: 104.89 close: 107.68\n",
      "2016-03-29 SELL signal\n",
      "2016-03-29 ORDER SELL WIKI/AAPL 1\n",
      "2016-03-29 POSITION value:0.000 upnl:0.000 rpnl:6.720\n",
      "2016-03-30 TICK WIKI/AAPL open: 108.65 close: 109.56\n",
      "2016-03-30 FILLED SELL 1 WIKI/AAPL at 108.65\n",
      "2016-03-30 POSITION value:108.650 upnl:-0.910 rpnl:6.720\n",
      "2016-03-31 TICK WIKI/AAPL open: 109.72 close: 108.99\n",
      "2016-03-31 POSITION value:108.650 upnl:-0.340 rpnl:6.720\n",
      "2016-04-01 TICK WIKI/AAPL open: 108.78 close: 109.99\n",
      "2016-04-01 POSITION value:108.650 upnl:-1.340 rpnl:6.720\n",
      "2016-04-04 TICK WIKI/AAPL open: 110.42 close: 111.12\n",
      "2016-04-04 POSITION value:108.650 upnl:-2.470 rpnl:6.720\n",
      "2016-04-05 TICK WIKI/AAPL open: 109.51 close: 109.81\n",
      "2016-04-05 BUY signal\n",
      "2016-04-05 ORDER BUY WIKI/AAPL 1\n",
      "2016-04-05 POSITION value:108.650 upnl:-1.160 rpnl:6.720\n",
      "2016-04-06 TICK WIKI/AAPL open: 110.23 close: 110.96\n",
      "2016-04-06 FILLED BUY 1 WIKI/AAPL at 110.23\n",
      "2016-04-06 POSITION value:0.000 upnl:0.000 rpnl:-1.580\n",
      "2016-04-07 TICK WIKI/AAPL open: 109.95 close: 108.54\n",
      "2016-04-07 BUY signal\n",
      "2016-04-07 ORDER BUY WIKI/AAPL 1\n",
      "2016-04-07 POSITION value:0.000 upnl:0.000 rpnl:-1.580\n",
      "2016-04-08 TICK WIKI/AAPL open: 108.91 close: 108.66\n",
      "2016-04-08 FILLED BUY 1 WIKI/AAPL at 108.91\n",
      "2016-04-08 POSITION value:-108.910 upnl:-0.250 rpnl:-1.580\n",
      "2016-04-11 TICK WIKI/AAPL open: 108.97 close: 109.02\n",
      "2016-04-11 POSITION value:-108.910 upnl:0.110 rpnl:-1.580\n",
      "2016-04-12 TICK WIKI/AAPL open: 109.34 close: 110.44\n",
      "2016-04-12 POSITION value:-108.910 upnl:1.530 rpnl:-1.580\n",
      "2016-04-13 TICK WIKI/AAPL open: 110.8 close: 112.04\n",
      "2016-04-13 POSITION value:-108.910 upnl:3.130 rpnl:-1.580\n",
      "2016-04-14 TICK WIKI/AAPL open: 111.62 close: 112.1\n",
      "2016-04-14 POSITION value:-108.910 upnl:3.190 rpnl:-1.580\n",
      "2016-04-15 TICK WIKI/AAPL open: 112.11 close: 109.85\n",
      "2016-04-15 POSITION value:-108.910 upnl:0.940 rpnl:-1.580\n",
      "2016-04-18 TICK WIKI/AAPL open: 108.89 close: 107.48\n",
      "2016-04-18 POSITION value:-108.910 upnl:-1.430 rpnl:-1.580\n",
      "2016-04-19 TICK WIKI/AAPL open: 107.88 close: 106.91\n",
      "2016-04-19 POSITION value:-108.910 upnl:-2.000 rpnl:-1.580\n",
      "2016-04-20 TICK WIKI/AAPL open: 106.64 close: 107.13\n",
      "2016-04-20 POSITION value:-108.910 upnl:-1.780 rpnl:-1.580\n",
      "2016-04-21 TICK WIKI/AAPL open: 106.93 close: 105.97\n",
      "2016-04-21 POSITION value:-108.910 upnl:-2.940 rpnl:-1.580\n",
      "2016-04-22 TICK WIKI/AAPL open: 105.01 close: 105.68\n",
      "2016-04-22 POSITION value:-108.910 upnl:-3.230 rpnl:-1.580\n",
      "2016-04-25 TICK WIKI/AAPL open: 105.0 close: 105.08\n",
      "2016-04-25 POSITION value:-108.910 upnl:-3.830 rpnl:-1.580\n",
      "2016-04-26 TICK WIKI/AAPL open: 103.91 close: 104.35\n",
      "2016-04-26 POSITION value:-108.910 upnl:-4.560 rpnl:-1.580\n",
      "2016-04-27 TICK WIKI/AAPL open: 96.0 close: 97.82\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2016-04-27 POSITION value:-108.910 upnl:-11.090 rpnl:-1.580\n",
      "2016-04-28 TICK WIKI/AAPL open: 97.61 close: 94.83\n",
      "2016-04-28 POSITION value:-108.910 upnl:-14.080 rpnl:-1.580\n",
      "2016-04-29 TICK WIKI/AAPL open: 93.99 close: 93.74\n",
      "2016-04-29 POSITION value:-108.910 upnl:-15.170 rpnl:-1.580\n",
      "2016-05-02 TICK WIKI/AAPL open: 93.965 close: 93.64\n",
      "2016-05-02 POSITION value:-108.910 upnl:-15.270 rpnl:-1.580\n",
      "2016-05-03 TICK WIKI/AAPL open: 94.2 close: 95.18\n",
      "2016-05-03 POSITION value:-108.910 upnl:-13.730 rpnl:-1.580\n",
      "2016-05-04 TICK WIKI/AAPL open: 95.2 close: 94.19\n",
      "2016-05-04 POSITION value:-108.910 upnl:-14.720 rpnl:-1.580\n",
      "2016-05-05 TICK WIKI/AAPL open: 94.0 close: 93.24\n",
      "2016-05-05 POSITION value:-108.910 upnl:-15.670 rpnl:-1.580\n",
      "2016-05-06 TICK WIKI/AAPL open: 93.37 close: 92.72\n",
      "2016-05-06 POSITION value:-108.910 upnl:-16.190 rpnl:-1.580\n",
      "2016-05-09 TICK WIKI/AAPL open: 93.0 close: 92.79\n",
      "2016-05-09 POSITION value:-108.910 upnl:-16.120 rpnl:-1.580\n",
      "2016-05-10 TICK WIKI/AAPL open: 93.33 close: 93.42\n",
      "2016-05-10 POSITION value:-108.910 upnl:-15.490 rpnl:-1.580\n",
      "2016-05-11 TICK WIKI/AAPL open: 93.48 close: 92.51\n",
      "2016-05-11 POSITION value:-108.910 upnl:-16.400 rpnl:-1.580\n",
      "2016-05-12 TICK WIKI/AAPL open: 92.72 close: 90.34\n",
      "2016-05-12 POSITION value:-108.910 upnl:-18.570 rpnl:-1.580\n",
      "2016-05-13 TICK WIKI/AAPL open: 90.0 close: 90.52\n",
      "2016-05-13 POSITION value:-108.910 upnl:-18.390 rpnl:-1.580\n",
      "2016-05-16 TICK WIKI/AAPL open: 92.39 close: 93.88\n",
      "2016-05-16 SELL signal\n",
      "2016-05-16 ORDER SELL WIKI/AAPL 1\n",
      "2016-05-16 POSITION value:-108.910 upnl:-15.030 rpnl:-1.580\n",
      "2016-05-17 TICK WIKI/AAPL open: 94.55 close: 93.49\n",
      "2016-05-17 FILLED SELL 1 WIKI/AAPL at 94.55\n",
      "2016-05-17 POSITION value:0.000 upnl:0.000 rpnl:-14.360\n",
      "2016-05-18 TICK WIKI/AAPL open: 94.16 close: 94.56\n",
      "2016-05-18 POSITION value:0.000 upnl:0.000 rpnl:-14.360\n",
      "2016-05-19 TICK WIKI/AAPL open: 94.64 close: 94.2\n",
      "2016-05-19 POSITION value:0.000 upnl:0.000 rpnl:-14.360\n",
      "2016-05-20 TICK WIKI/AAPL open: 94.64 close: 95.22\n",
      "2016-05-20 POSITION value:0.000 upnl:0.000 rpnl:-14.360\n",
      "2016-05-23 TICK WIKI/AAPL open: 95.87 close: 96.43\n",
      "2016-05-23 POSITION value:0.000 upnl:0.000 rpnl:-14.360\n",
      "2016-05-24 TICK WIKI/AAPL open: 97.22 close: 97.9\n",
      "2016-05-24 POSITION value:0.000 upnl:0.000 rpnl:-14.360\n",
      "2016-05-25 TICK WIKI/AAPL open: 98.67 close: 99.62\n",
      "2016-05-25 POSITION value:0.000 upnl:0.000 rpnl:-14.360\n",
      "2016-05-26 TICK WIKI/AAPL open: 99.68 close: 100.41\n",
      "2016-05-26 POSITION value:0.000 upnl:0.000 rpnl:-14.360\n",
      "2016-05-27 TICK WIKI/AAPL open: 99.44 close: 100.35\n",
      "2016-05-27 POSITION value:0.000 upnl:0.000 rpnl:-14.360\n",
      "2016-05-31 TICK WIKI/AAPL open: 99.6 close: 99.86\n",
      "2016-05-31 POSITION value:0.000 upnl:0.000 rpnl:-14.360\n",
      "2016-06-01 TICK WIKI/AAPL open: 99.02 close: 98.46\n",
      "2016-06-01 POSITION value:0.000 upnl:0.000 rpnl:-14.360\n",
      "2016-06-02 TICK WIKI/AAPL open: 97.6 close: 97.72\n",
      "2016-06-02 POSITION value:0.000 upnl:0.000 rpnl:-14.360\n",
      "2016-06-03 TICK WIKI/AAPL open: 97.79 close: 97.92\n",
      "2016-06-03 POSITION value:0.000 upnl:0.000 rpnl:-14.360\n",
      "2016-06-06 TICK WIKI/AAPL open: 97.99 close: 98.63\n",
      "2016-06-06 POSITION value:0.000 upnl:0.000 rpnl:-14.360\n",
      "2016-06-07 TICK WIKI/AAPL open: 99.25 close: 99.03\n",
      "2016-06-07 POSITION value:0.000 upnl:0.000 rpnl:-14.360\n",
      "2016-06-08 TICK WIKI/AAPL open: 99.02 close: 98.94\n",
      "2016-06-08 POSITION value:0.000 upnl:0.000 rpnl:-14.360\n",
      "2016-06-09 TICK WIKI/AAPL open: 98.5 close: 99.65\n",
      "2016-06-09 POSITION value:0.000 upnl:0.000 rpnl:-14.360\n",
      "2016-06-10 TICK WIKI/AAPL open: 98.53 close: 98.83\n",
      "2016-06-10 POSITION value:0.000 upnl:0.000 rpnl:-14.360\n",
      "2016-06-13 TICK WIKI/AAPL open: 98.69 close: 97.34\n",
      "2016-06-13 BUY signal\n",
      "2016-06-13 ORDER BUY WIKI/AAPL 1\n",
      "2016-06-13 POSITION value:0.000 upnl:0.000 rpnl:-14.360\n",
      "2016-06-14 TICK WIKI/AAPL open: 97.32 close: 97.46\n",
      "2016-06-14 FILLED BUY 1 WIKI/AAPL at 97.32\n",
      "2016-06-14 POSITION value:-97.320 upnl:0.140 rpnl:-14.360\n",
      "2016-06-15 TICK WIKI/AAPL open: 97.82 close: 97.14\n",
      "2016-06-15 POSITION value:-97.320 upnl:-0.180 rpnl:-14.360\n",
      "2016-06-16 TICK WIKI/AAPL open: 96.45 close: 97.55\n",
      "2016-06-16 POSITION value:-97.320 upnl:0.230 rpnl:-14.360\n",
      "2016-06-17 TICK WIKI/AAPL open: 96.62 close: 95.33\n",
      "2016-06-17 POSITION value:-97.320 upnl:-1.990 rpnl:-14.360\n",
      "2016-06-20 TICK WIKI/AAPL open: 96.0 close: 95.1\n",
      "2016-06-20 POSITION value:-97.320 upnl:-2.220 rpnl:-14.360\n",
      "2016-06-21 TICK WIKI/AAPL open: 94.94 close: 95.91\n",
      "2016-06-21 POSITION value:-97.320 upnl:-1.410 rpnl:-14.360\n",
      "2016-06-22 TICK WIKI/AAPL open: 96.25 close: 95.55\n",
      "2016-06-22 POSITION value:-97.320 upnl:-1.770 rpnl:-14.360\n",
      "2016-06-23 TICK WIKI/AAPL open: 95.94 close: 96.1\n",
      "2016-06-23 POSITION value:-97.320 upnl:-1.220 rpnl:-14.360\n",
      "2016-06-24 TICK WIKI/AAPL open: 92.91 close: 93.4\n",
      "2016-06-24 POSITION value:-97.320 upnl:-3.920 rpnl:-14.360\n",
      "2016-06-27 TICK WIKI/AAPL open: 93.0 close: 92.04\n",
      "2016-06-27 POSITION value:-97.320 upnl:-5.280 rpnl:-14.360\n",
      "2016-06-28 TICK WIKI/AAPL open: 92.9 close: 93.59\n",
      "2016-06-28 SELL signal\n",
      "2016-06-28 ORDER SELL WIKI/AAPL 1\n",
      "2016-06-28 POSITION value:-97.320 upnl:-3.730 rpnl:-14.360\n",
      "2016-06-29 TICK WIKI/AAPL open: 93.97 close: 94.4\n",
      "2016-06-29 FILLED SELL 1 WIKI/AAPL at 93.97\n",
      "2016-06-29 POSITION value:0.000 upnl:0.000 rpnl:-3.350\n",
      "2016-06-30 TICK WIKI/AAPL open: 94.44 close: 95.6\n",
      "2016-06-30 POSITION value:0.000 upnl:0.000 rpnl:-3.350\n",
      "2016-07-01 TICK WIKI/AAPL open: 95.49 close: 95.89\n",
      "2016-07-01 POSITION value:0.000 upnl:0.000 rpnl:-3.350\n",
      "2016-07-05 TICK WIKI/AAPL open: 95.39 close: 94.99\n",
      "2016-07-05 POSITION value:0.000 upnl:0.000 rpnl:-3.350\n",
      "2016-07-06 TICK WIKI/AAPL open: 94.6 close: 95.53\n",
      "2016-07-06 POSITION value:0.000 upnl:0.000 rpnl:-3.350\n",
      "2016-07-07 TICK WIKI/AAPL open: 95.7 close: 95.94\n",
      "2016-07-07 POSITION value:0.000 upnl:0.000 rpnl:-3.350\n",
      "2016-07-08 TICK WIKI/AAPL open: 96.49 close: 96.68\n",
      "2016-07-08 POSITION value:0.000 upnl:0.000 rpnl:-3.350\n",
      "2016-07-11 TICK WIKI/AAPL open: 96.75 close: 96.98\n",
      "2016-07-11 POSITION value:0.000 upnl:0.000 rpnl:-3.350\n",
      "2016-07-12 TICK WIKI/AAPL open: 97.17 close: 97.42\n",
      "2016-07-12 POSITION value:0.000 upnl:0.000 rpnl:-3.350\n",
      "2016-07-13 TICK WIKI/AAPL open: 97.41 close: 96.87\n",
      "2016-07-13 POSITION value:0.000 upnl:0.000 rpnl:-3.350\n",
      "2016-07-14 TICK WIKI/AAPL open: 97.39 close: 98.79\n",
      "2016-07-14 SELL signal\n",
      "2016-07-14 ORDER SELL WIKI/AAPL 1\n",
      "2016-07-14 POSITION value:0.000 upnl:0.000 rpnl:-3.350\n",
      "2016-07-15 TICK WIKI/AAPL open: 98.92 close: 98.78\n",
      "2016-07-15 FILLED SELL 1 WIKI/AAPL at 98.92\n",
      "2016-07-15 POSITION value:98.920 upnl:0.140 rpnl:-3.350\n",
      "2016-07-18 TICK WIKI/AAPL open: 98.7 close: 99.83\n",
      "2016-07-18 POSITION value:98.920 upnl:-0.910 rpnl:-3.350\n",
      "2016-07-19 TICK WIKI/AAPL open: 99.56 close: 99.87\n",
      "2016-07-19 POSITION value:98.920 upnl:-0.950 rpnl:-3.350\n",
      "2016-07-20 TICK WIKI/AAPL open: 100.0 close: 99.96\n",
      "2016-07-20 POSITION value:98.920 upnl:-1.040 rpnl:-3.350\n",
      "2016-07-21 TICK WIKI/AAPL open: 99.83 close: 99.43\n",
      "2016-07-21 POSITION value:98.920 upnl:-0.510 rpnl:-3.350\n",
      "2016-07-22 TICK WIKI/AAPL open: 99.26 close: 98.66\n",
      "2016-07-22 POSITION value:98.920 upnl:0.260 rpnl:-3.350\n",
      "2016-07-25 TICK WIKI/AAPL open: 98.25 close: 97.34\n",
      "2016-07-25 BUY signal\n",
      "2016-07-25 ORDER BUY WIKI/AAPL 1\n",
      "2016-07-25 POSITION value:98.920 upnl:1.580 rpnl:-3.350\n",
      "2016-07-26 TICK WIKI/AAPL open: 96.82 close: 96.67\n",
      "2016-07-26 FILLED BUY 1 WIKI/AAPL at 96.82\n",
      "2016-07-26 POSITION value:0.000 upnl:0.000 rpnl:2.100\n",
      "2016-07-27 TICK WIKI/AAPL open: 104.265 close: 102.95\n",
      "2016-07-27 SELL signal\n",
      "2016-07-27 ORDER SELL WIKI/AAPL 1\n",
      "2016-07-27 POSITION value:0.000 upnl:0.000 rpnl:2.100\n",
      "2016-07-28 TICK WIKI/AAPL open: 102.83 close: 104.34\n",
      "2016-07-28 FILLED SELL 1 WIKI/AAPL at 102.83\n",
      "2016-07-28 POSITION value:102.830 upnl:-1.510 rpnl:2.100\n",
      "2016-07-29 TICK WIKI/AAPL open: 104.19 close: 104.21\n",
      "2016-07-29 POSITION value:102.830 upnl:-1.380 rpnl:2.100\n",
      "2016-08-01 TICK WIKI/AAPL open: 104.41 close: 106.05\n",
      "2016-08-01 POSITION value:102.830 upnl:-3.220 rpnl:2.100\n",
      "2016-08-02 TICK WIKI/AAPL open: 106.05 close: 104.48\n",
      "2016-08-02 POSITION value:102.830 upnl:-1.650 rpnl:2.100\n",
      "2016-08-03 TICK WIKI/AAPL open: 104.81 close: 105.79\n",
      "2016-08-03 POSITION value:102.830 upnl:-2.960 rpnl:2.100\n",
      "2016-08-04 TICK WIKI/AAPL open: 105.58 close: 105.87\n",
      "2016-08-04 POSITION value:102.830 upnl:-3.040 rpnl:2.100\n",
      "2016-08-05 TICK WIKI/AAPL open: 106.27 close: 107.48\n",
      "2016-08-05 POSITION value:102.830 upnl:-4.650 rpnl:2.100\n",
      "2016-08-08 TICK WIKI/AAPL open: 107.52 close: 108.37\n",
      "2016-08-08 POSITION value:102.830 upnl:-5.540 rpnl:2.100\n",
      "2016-08-09 TICK WIKI/AAPL open: 108.23 close: 108.81\n",
      "2016-08-09 POSITION value:102.830 upnl:-5.980 rpnl:2.100\n",
      "2016-08-10 TICK WIKI/AAPL open: 108.71 close: 108.0\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2016-08-10 POSITION value:102.830 upnl:-5.170 rpnl:2.100\n",
      "2016-08-11 TICK WIKI/AAPL open: 108.52 close: 107.93\n",
      "2016-08-11 POSITION value:102.830 upnl:-5.100 rpnl:2.100\n",
      "2016-08-12 TICK WIKI/AAPL open: 107.78 close: 108.18\n",
      "2016-08-12 POSITION value:102.830 upnl:-5.350 rpnl:2.100\n",
      "2016-08-15 TICK WIKI/AAPL open: 108.14 close: 109.48\n",
      "2016-08-15 POSITION value:102.830 upnl:-6.650 rpnl:2.100\n",
      "2016-08-16 TICK WIKI/AAPL open: 109.63 close: 109.38\n",
      "2016-08-16 POSITION value:102.830 upnl:-6.550 rpnl:2.100\n",
      "2016-08-17 TICK WIKI/AAPL open: 109.1 close: 109.22\n",
      "2016-08-17 POSITION value:102.830 upnl:-6.390 rpnl:2.100\n",
      "2016-08-18 TICK WIKI/AAPL open: 109.23 close: 109.08\n",
      "2016-08-18 POSITION value:102.830 upnl:-6.250 rpnl:2.100\n",
      "2016-08-19 TICK WIKI/AAPL open: 108.77 close: 109.36\n",
      "2016-08-19 POSITION value:102.830 upnl:-6.530 rpnl:2.100\n",
      "2016-08-22 TICK WIKI/AAPL open: 108.86 close: 108.51\n",
      "2016-08-22 POSITION value:102.830 upnl:-5.680 rpnl:2.100\n",
      "2016-08-23 TICK WIKI/AAPL open: 108.59 close: 108.85\n",
      "2016-08-23 POSITION value:102.830 upnl:-6.020 rpnl:2.100\n",
      "2016-08-24 TICK WIKI/AAPL open: 108.565 close: 108.03\n",
      "2016-08-24 POSITION value:102.830 upnl:-5.200 rpnl:2.100\n",
      "2016-08-25 TICK WIKI/AAPL open: 107.39 close: 107.57\n",
      "2016-08-25 POSITION value:102.830 upnl:-4.740 rpnl:2.100\n",
      "2016-08-26 TICK WIKI/AAPL open: 107.41 close: 106.94\n",
      "2016-08-26 POSITION value:102.830 upnl:-4.110 rpnl:2.100\n",
      "2016-08-29 TICK WIKI/AAPL open: 106.62 close: 106.82\n",
      "2016-08-29 POSITION value:102.830 upnl:-3.990 rpnl:2.100\n",
      "2016-08-30 TICK WIKI/AAPL open: 105.8 close: 106.0\n",
      "2016-08-30 POSITION value:102.830 upnl:-3.170 rpnl:2.100\n",
      "2016-08-31 TICK WIKI/AAPL open: 105.66 close: 106.1\n",
      "2016-08-31 POSITION value:102.830 upnl:-3.270 rpnl:2.100\n",
      "2016-09-01 TICK WIKI/AAPL open: 106.14 close: 106.73\n",
      "2016-09-01 POSITION value:102.830 upnl:-3.900 rpnl:2.100\n",
      "2016-09-02 TICK WIKI/AAPL open: 107.7 close: 107.73\n",
      "2016-09-02 POSITION value:102.830 upnl:-4.900 rpnl:2.100\n",
      "2016-09-06 TICK WIKI/AAPL open: 107.9 close: 107.7\n",
      "2016-09-06 POSITION value:102.830 upnl:-4.870 rpnl:2.100\n",
      "2016-09-07 TICK WIKI/AAPL open: 107.83 close: 108.36\n",
      "2016-09-07 POSITION value:102.830 upnl:-5.530 rpnl:2.100\n",
      "2016-09-08 TICK WIKI/AAPL open: 107.25 close: 105.52\n",
      "2016-09-08 BUY signal\n",
      "2016-09-08 ORDER BUY WIKI/AAPL 1\n",
      "2016-09-08 POSITION value:102.830 upnl:-2.690 rpnl:2.100\n",
      "2016-09-09 TICK WIKI/AAPL open: 104.64 close: 103.13\n",
      "2016-09-09 FILLED BUY 1 WIKI/AAPL at 104.64\n",
      "2016-09-09 BUY signal\n",
      "2016-09-09 ORDER BUY WIKI/AAPL 1\n",
      "2016-09-09 POSITION value:0.000 upnl:0.000 rpnl:-1.810\n",
      "2016-09-12 TICK WIKI/AAPL open: 102.65 close: 105.44\n",
      "2016-09-12 FILLED BUY 1 WIKI/AAPL at 102.65\n",
      "2016-09-12 SELL signal\n",
      "2016-09-12 ORDER SELL WIKI/AAPL 1\n",
      "2016-09-12 POSITION value:-102.650 upnl:2.790 rpnl:-1.810\n",
      "2016-09-13 TICK WIKI/AAPL open: 107.51 close: 107.95\n",
      "2016-09-13 FILLED SELL 1 WIKI/AAPL at 107.51\n",
      "2016-09-13 SELL signal\n",
      "2016-09-13 ORDER SELL WIKI/AAPL 1\n",
      "2016-09-13 POSITION value:0.000 upnl:0.000 rpnl:4.860\n",
      "2016-09-14 TICK WIKI/AAPL open: 108.73 close: 111.77\n",
      "2016-09-14 FILLED SELL 1 WIKI/AAPL at 108.73\n",
      "2016-09-14 POSITION value:108.730 upnl:-3.040 rpnl:4.860\n",
      "2016-09-15 TICK WIKI/AAPL open: 113.86 close: 115.57\n",
      "2016-09-15 POSITION value:108.730 upnl:-6.840 rpnl:4.860\n",
      "2016-09-16 TICK WIKI/AAPL open: 115.12 close: 114.92\n",
      "2016-09-16 POSITION value:108.730 upnl:-6.190 rpnl:4.860\n",
      "2016-09-19 TICK WIKI/AAPL open: 115.19 close: 113.58\n",
      "2016-09-19 POSITION value:108.730 upnl:-4.850 rpnl:4.860\n",
      "2016-09-20 TICK WIKI/AAPL open: 113.05 close: 113.57\n",
      "2016-09-20 POSITION value:108.730 upnl:-4.840 rpnl:4.860\n",
      "2016-09-21 TICK WIKI/AAPL open: 113.85 close: 113.55\n",
      "2016-09-21 POSITION value:108.730 upnl:-4.820 rpnl:4.860\n",
      "2016-09-22 TICK WIKI/AAPL open: 114.35 close: 114.62\n",
      "2016-09-22 POSITION value:108.730 upnl:-5.890 rpnl:4.860\n",
      "2016-09-23 TICK WIKI/AAPL open: 114.42 close: 112.71\n",
      "2016-09-23 POSITION value:108.730 upnl:-3.980 rpnl:4.860\n",
      "2016-09-26 TICK WIKI/AAPL open: 111.64 close: 112.88\n",
      "2016-09-26 POSITION value:108.730 upnl:-4.150 rpnl:4.860\n",
      "2016-09-27 TICK WIKI/AAPL open: 113.0 close: 113.09\n",
      "2016-09-27 POSITION value:108.730 upnl:-4.360 rpnl:4.860\n",
      "2016-09-28 TICK WIKI/AAPL open: 113.69 close: 113.95\n",
      "2016-09-28 POSITION value:108.730 upnl:-5.220 rpnl:4.860\n",
      "2016-09-29 TICK WIKI/AAPL open: 113.16 close: 112.18\n",
      "2016-09-29 POSITION value:108.730 upnl:-3.450 rpnl:4.860\n",
      "2016-09-30 TICK WIKI/AAPL open: 112.46 close: 113.05\n",
      "2016-09-30 POSITION value:108.730 upnl:-4.320 rpnl:4.860\n",
      "2016-10-03 TICK WIKI/AAPL open: 112.71 close: 112.52\n",
      "2016-10-03 POSITION value:108.730 upnl:-3.790 rpnl:4.860\n",
      "2016-10-04 TICK WIKI/AAPL open: 113.06 close: 113.0\n",
      "2016-10-04 POSITION value:108.730 upnl:-4.270 rpnl:4.860\n",
      "2016-10-05 TICK WIKI/AAPL open: 113.4 close: 113.05\n",
      "2016-10-05 POSITION value:108.730 upnl:-4.320 rpnl:4.860\n",
      "2016-10-06 TICK WIKI/AAPL open: 113.7 close: 113.89\n",
      "2016-10-06 POSITION value:108.730 upnl:-5.160 rpnl:4.860\n",
      "2016-10-07 TICK WIKI/AAPL open: 114.31 close: 114.06\n",
      "2016-10-07 POSITION value:108.730 upnl:-5.330 rpnl:4.860\n",
      "2016-10-10 TICK WIKI/AAPL open: 115.02 close: 116.05\n",
      "2016-10-10 POSITION value:108.730 upnl:-7.320 rpnl:4.860\n",
      "2016-10-11 TICK WIKI/AAPL open: 117.7 close: 116.3\n",
      "2016-10-11 POSITION value:108.730 upnl:-7.570 rpnl:4.860\n",
      "2016-10-12 TICK WIKI/AAPL open: 117.35 close: 117.34\n",
      "2016-10-12 POSITION value:108.730 upnl:-8.610 rpnl:4.860\n",
      "2016-10-13 TICK WIKI/AAPL open: 116.79 close: 116.98\n",
      "2016-10-13 POSITION value:108.730 upnl:-8.250 rpnl:4.860\n",
      "2016-10-14 TICK WIKI/AAPL open: 117.88 close: 117.63\n",
      "2016-10-14 POSITION value:108.730 upnl:-8.900 rpnl:4.860\n",
      "2016-10-17 TICK WIKI/AAPL open: 117.33 close: 117.55\n",
      "2016-10-17 POSITION value:108.730 upnl:-8.820 rpnl:4.860\n",
      "2016-10-18 TICK WIKI/AAPL open: 118.18 close: 117.47\n",
      "2016-10-18 POSITION value:108.730 upnl:-8.740 rpnl:4.860\n",
      "2016-10-19 TICK WIKI/AAPL open: 117.25 close: 117.12\n",
      "2016-10-19 POSITION value:108.730 upnl:-8.390 rpnl:4.860\n",
      "2016-10-20 TICK WIKI/AAPL open: 116.86 close: 117.06\n",
      "2016-10-20 POSITION value:108.730 upnl:-8.330 rpnl:4.860\n",
      "2016-10-21 TICK WIKI/AAPL open: 116.81 close: 116.6\n",
      "2016-10-21 POSITION value:108.730 upnl:-7.870 rpnl:4.860\n",
      "2016-10-24 TICK WIKI/AAPL open: 117.1 close: 117.65\n",
      "2016-10-24 POSITION value:108.730 upnl:-8.920 rpnl:4.860\n",
      "2016-10-25 TICK WIKI/AAPL open: 117.95 close: 118.25\n",
      "2016-10-25 POSITION value:108.730 upnl:-9.520 rpnl:4.860\n",
      "2016-10-26 TICK WIKI/AAPL open: 114.31 close: 115.59\n",
      "2016-10-26 BUY signal\n",
      "2016-10-26 ORDER BUY WIKI/AAPL 1\n",
      "2016-10-26 POSITION value:108.730 upnl:-6.860 rpnl:4.860\n",
      "2016-10-27 TICK WIKI/AAPL open: 115.39 close: 114.48\n",
      "2016-10-27 FILLED BUY 1 WIKI/AAPL at 115.39\n",
      "2016-10-27 POSITION value:0.000 upnl:0.000 rpnl:-6.660\n",
      "2016-10-28 TICK WIKI/AAPL open: 113.87 close: 113.72\n",
      "2016-10-28 POSITION value:0.000 upnl:0.000 rpnl:-6.660\n",
      "2016-10-31 TICK WIKI/AAPL open: 113.65 close: 113.54\n",
      "2016-10-31 POSITION value:0.000 upnl:0.000 rpnl:-6.660\n",
      "2016-11-01 TICK WIKI/AAPL open: 113.46 close: 111.49\n",
      "2016-11-01 BUY signal\n",
      "2016-11-01 ORDER BUY WIKI/AAPL 1\n",
      "2016-11-01 POSITION value:0.000 upnl:0.000 rpnl:-6.660\n",
      "2016-11-02 TICK WIKI/AAPL open: 111.4 close: 111.59\n",
      "2016-11-02 FILLED BUY 1 WIKI/AAPL at 111.4\n",
      "2016-11-02 POSITION value:-111.400 upnl:0.190 rpnl:-6.660\n",
      "2016-11-03 TICK WIKI/AAPL open: 110.98 close: 109.83\n",
      "2016-11-03 POSITION value:-111.400 upnl:-1.570 rpnl:-6.660\n",
      "2016-11-04 TICK WIKI/AAPL open: 108.53 close: 108.84\n",
      "2016-11-04 POSITION value:-111.400 upnl:-2.560 rpnl:-6.660\n",
      "2016-11-07 TICK WIKI/AAPL open: 110.08 close: 110.41\n",
      "2016-11-07 SELL signal\n",
      "2016-11-07 ORDER SELL WIKI/AAPL 1\n",
      "2016-11-07 POSITION value:-111.400 upnl:-0.990 rpnl:-6.660\n",
      "2016-11-08 TICK WIKI/AAPL open: 110.31 close: 111.06\n",
      "2016-11-08 FILLED SELL 1 WIKI/AAPL at 110.31\n",
      "2016-11-08 POSITION value:0.000 upnl:0.000 rpnl:-1.090\n",
      "2016-11-09 TICK WIKI/AAPL open: 109.88 close: 110.88\n",
      "2016-11-09 POSITION value:0.000 upnl:0.000 rpnl:-1.090\n",
      "2016-11-10 TICK WIKI/AAPL open: 111.09 close: 107.79\n",
      "2016-11-10 BUY signal\n",
      "2016-11-10 ORDER BUY WIKI/AAPL 1\n",
      "2016-11-10 POSITION value:0.000 upnl:0.000 rpnl:-1.090\n",
      "2016-11-11 TICK WIKI/AAPL open: 106.92 close: 108.43\n",
      "2016-11-11 FILLED BUY 1 WIKI/AAPL at 106.92\n",
      "2016-11-11 POSITION value:-106.920 upnl:1.510 rpnl:-1.090\n",
      "2016-11-14 TICK WIKI/AAPL open: 107.32 close: 105.71\n",
      "2016-11-14 POSITION value:-106.920 upnl:-1.210 rpnl:-1.090\n",
      "2016-11-15 TICK WIKI/AAPL open: 106.57 close: 107.11\n",
      "2016-11-15 POSITION value:-106.920 upnl:0.190 rpnl:-1.090\n",
      "2016-11-16 TICK WIKI/AAPL open: 106.7 close: 109.99\n",
      "2016-11-16 SELL signal\n",
      "2016-11-16 ORDER SELL WIKI/AAPL 1\n",
      "2016-11-16 POSITION value:-106.920 upnl:3.070 rpnl:-1.090\n",
      "2016-11-17 TICK WIKI/AAPL open: 109.81 close: 109.95\n",
      "2016-11-17 FILLED SELL 1 WIKI/AAPL at 109.81\n",
      "2016-11-17 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-11-18 TICK WIKI/AAPL open: 109.72 close: 110.06\n",
      "2016-11-18 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-11-21 TICK WIKI/AAPL open: 110.12 close: 111.73\n",
      "2016-11-21 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-11-22 TICK WIKI/AAPL open: 111.95 close: 111.8\n",
      "2016-11-22 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-11-23 TICK WIKI/AAPL open: 111.36 close: 111.23\n",
      "2016-11-23 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-11-25 TICK WIKI/AAPL open: 111.13 close: 111.79\n",
      "2016-11-25 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-11-28 TICK WIKI/AAPL open: 111.43 close: 111.57\n",
      "2016-11-28 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-11-29 TICK WIKI/AAPL open: 110.78 close: 111.46\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2016-11-29 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-11-30 TICK WIKI/AAPL open: 111.56 close: 110.52\n",
      "2016-11-30 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-12-01 TICK WIKI/AAPL open: 110.365 close: 109.49\n",
      "2016-12-01 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-12-02 TICK WIKI/AAPL open: 109.17 close: 109.9\n",
      "2016-12-02 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-12-05 TICK WIKI/AAPL open: 110.0 close: 109.11\n",
      "2016-12-05 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-12-06 TICK WIKI/AAPL open: 109.5 close: 109.95\n",
      "2016-12-06 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-12-07 TICK WIKI/AAPL open: 109.26 close: 111.03\n",
      "2016-12-07 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-12-08 TICK WIKI/AAPL open: 110.86 close: 112.12\n",
      "2016-12-08 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-12-09 TICK WIKI/AAPL open: 112.31 close: 113.95\n",
      "2016-12-09 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-12-12 TICK WIKI/AAPL open: 113.29 close: 113.3\n",
      "2016-12-12 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-12-13 TICK WIKI/AAPL open: 113.84 close: 115.19\n",
      "2016-12-13 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-12-14 TICK WIKI/AAPL open: 115.04 close: 115.19\n",
      "2016-12-14 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-12-15 TICK WIKI/AAPL open: 115.38 close: 115.82\n",
      "2016-12-15 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-12-16 TICK WIKI/AAPL open: 116.47 close: 115.97\n",
      "2016-12-16 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-12-19 TICK WIKI/AAPL open: 115.8 close: 116.64\n",
      "2016-12-19 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-12-20 TICK WIKI/AAPL open: 116.74 close: 116.95\n",
      "2016-12-20 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-12-21 TICK WIKI/AAPL open: 116.8 close: 117.06\n",
      "2016-12-21 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-12-22 TICK WIKI/AAPL open: 116.35 close: 116.29\n",
      "2016-12-22 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-12-23 TICK WIKI/AAPL open: 115.59 close: 116.52\n",
      "2016-12-23 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-12-27 TICK WIKI/AAPL open: 116.52 close: 117.26\n",
      "2016-12-27 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-12-28 TICK WIKI/AAPL open: 117.52 close: 116.76\n",
      "2016-12-28 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-12-29 TICK WIKI/AAPL open: 116.45 close: 116.73\n",
      "2016-12-29 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-12-30 TICK WIKI/AAPL open: 116.65 close: 115.82\n",
      "2016-12-30 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2017-01-03 TICK WIKI/AAPL open: 115.8 close: 116.15\n",
      "2017-01-03 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2017-01-04 TICK WIKI/AAPL open: 115.85 close: 116.02\n",
      "2017-01-04 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2017-01-05 TICK WIKI/AAPL open: 115.92 close: 116.61\n",
      "2017-01-05 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2017-01-06 TICK WIKI/AAPL open: 116.78 close: 117.91\n",
      "2017-01-06 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2017-01-09 TICK WIKI/AAPL open: 117.95 close: 118.99\n",
      "2017-01-09 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2017-01-10 TICK WIKI/AAPL open: 118.77 close: 119.11\n",
      "2017-01-10 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2017-01-11 TICK WIKI/AAPL open: 118.74 close: 119.75\n",
      "2017-01-11 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2017-01-12 TICK WIKI/AAPL open: 118.895 close: 119.25\n",
      "2017-01-12 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2017-01-13 TICK WIKI/AAPL open: 119.11 close: 119.04\n",
      "2017-01-13 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2017-01-17 TICK WIKI/AAPL open: 118.34 close: 120.0\n",
      "2017-01-17 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2017-01-18 TICK WIKI/AAPL open: 120.0 close: 119.99\n",
      "2017-01-18 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2017-01-19 TICK WIKI/AAPL open: 119.4 close: 119.78\n",
      "2017-01-19 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2017-01-20 TICK WIKI/AAPL open: 120.45 close: 120.0\n",
      "2017-01-20 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2017-01-23 TICK WIKI/AAPL open: 120.0 close: 120.08\n",
      "2017-01-23 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2017-01-24 TICK WIKI/AAPL open: 119.55 close: 119.97\n",
      "2017-01-24 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2017-01-25 TICK WIKI/AAPL open: 120.42 close: 121.88\n",
      "2017-01-25 SELL signal\n",
      "2017-01-25 ORDER SELL WIKI/AAPL 1\n",
      "2017-01-25 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2017-01-26 TICK WIKI/AAPL open: 121.67 close: 121.94\n",
      "2017-01-26 FILLED SELL 1 WIKI/AAPL at 121.67\n",
      "2017-01-26 POSITION value:121.670 upnl:-0.270 rpnl:2.890\n",
      "2017-01-27 TICK WIKI/AAPL open: 122.14 close: 121.95\n",
      "2017-01-27 POSITION value:121.670 upnl:-0.280 rpnl:2.890\n",
      "2017-01-30 TICK WIKI/AAPL open: 120.93 close: 121.63\n",
      "2017-01-30 POSITION value:121.670 upnl:0.040 rpnl:2.890\n",
      "2017-01-31 TICK WIKI/AAPL open: 121.15 close: 121.35\n",
      "2017-01-31 POSITION value:121.670 upnl:0.320 rpnl:2.890\n",
      "2017-02-01 TICK WIKI/AAPL open: 127.03 close: 128.75\n",
      "2017-02-01 POSITION value:121.670 upnl:-7.080 rpnl:2.890\n",
      "2017-02-02 TICK WIKI/AAPL open: 127.975 close: 128.53\n",
      "2017-02-02 POSITION value:121.670 upnl:-6.860 rpnl:2.890\n",
      "2017-02-03 TICK WIKI/AAPL open: 128.31 close: 129.08\n",
      "2017-02-03 POSITION value:121.670 upnl:-7.410 rpnl:2.890\n",
      "2017-02-06 TICK WIKI/AAPL open: 129.13 close: 130.29\n",
      "2017-02-06 POSITION value:121.670 upnl:-8.620 rpnl:2.890\n",
      "2017-02-07 TICK WIKI/AAPL open: 130.54 close: 131.53\n",
      "2017-02-07 POSITION value:121.670 upnl:-9.860 rpnl:2.890\n",
      "2017-02-08 TICK WIKI/AAPL open: 131.35 close: 132.04\n",
      "2017-02-08 POSITION value:121.670 upnl:-10.370 rpnl:2.890\n",
      "2017-02-09 TICK WIKI/AAPL open: 131.65 close: 132.42\n",
      "2017-02-09 POSITION value:121.670 upnl:-10.750 rpnl:2.890\n",
      "2017-02-10 TICK WIKI/AAPL open: 132.46 close: 132.12\n",
      "2017-02-10 POSITION value:121.670 upnl:-10.450 rpnl:2.890\n",
      "2017-02-13 TICK WIKI/AAPL open: 133.08 close: 133.29\n",
      "2017-02-13 POSITION value:121.670 upnl:-11.620 rpnl:2.890\n",
      "2017-02-14 TICK WIKI/AAPL open: 133.47 close: 135.02\n",
      "2017-02-14 POSITION value:121.670 upnl:-13.350 rpnl:2.890\n",
      "2017-02-15 TICK WIKI/AAPL open: 135.52 close: 135.51\n",
      "2017-02-15 POSITION value:121.670 upnl:-13.840 rpnl:2.890\n",
      "2017-02-16 TICK WIKI/AAPL open: 135.67 close: 135.345\n",
      "2017-02-16 POSITION value:121.670 upnl:-13.675 rpnl:2.890\n",
      "2017-02-17 TICK WIKI/AAPL open: 135.1 close: 135.72\n",
      "2017-02-17 POSITION value:121.670 upnl:-14.050 rpnl:2.890\n",
      "2017-02-21 TICK WIKI/AAPL open: 136.23 close: 136.7\n",
      "2017-02-21 POSITION value:121.670 upnl:-15.030 rpnl:2.890\n",
      "2017-02-22 TICK WIKI/AAPL open: 136.43 close: 137.11\n",
      "2017-02-22 POSITION value:121.670 upnl:-15.440 rpnl:2.890\n",
      "2017-02-23 TICK WIKI/AAPL open: 137.38 close: 136.53\n",
      "2017-02-23 POSITION value:121.670 upnl:-14.860 rpnl:2.890\n",
      "2017-02-24 TICK WIKI/AAPL open: 135.91 close: 136.66\n",
      "2017-02-24 POSITION value:121.670 upnl:-14.990 rpnl:2.890\n",
      "2017-02-27 TICK WIKI/AAPL open: 137.14 close: 136.93\n",
      "2017-02-27 POSITION value:121.670 upnl:-15.260 rpnl:2.890\n",
      "2017-02-28 TICK WIKI/AAPL open: 137.08 close: 136.99\n",
      "2017-02-28 POSITION value:121.670 upnl:-15.320 rpnl:2.890\n",
      "2017-03-01 TICK WIKI/AAPL open: 137.89 close: 139.79\n",
      "2017-03-01 POSITION value:121.670 upnl:-18.120 rpnl:2.890\n",
      "2017-03-02 TICK WIKI/AAPL open: 140.0 close: 138.96\n",
      "2017-03-02 BUY signal\n",
      "2017-03-02 ORDER BUY WIKI/AAPL 1\n",
      "2017-03-02 POSITION value:121.670 upnl:-17.290 rpnl:2.890\n",
      "2017-03-03 TICK WIKI/AAPL open: 138.78 close: 139.78\n",
      "2017-03-03 FILLED BUY 1 WIKI/AAPL at 138.78\n",
      "2017-03-03 POSITION value:0.000 upnl:0.000 rpnl:-17.110\n",
      "2017-03-06 TICK WIKI/AAPL open: 139.365 close: 139.34\n",
      "2017-03-06 POSITION value:0.000 upnl:0.000 rpnl:-17.110\n",
      "2017-03-07 TICK WIKI/AAPL open: 139.06 close: 139.52\n",
      "2017-03-07 POSITION value:0.000 upnl:0.000 rpnl:-17.110\n",
      "2017-03-08 TICK WIKI/AAPL open: 138.95 close: 139.0\n",
      "2017-03-08 POSITION value:0.000 upnl:0.000 rpnl:-17.110\n",
      "2017-03-09 TICK WIKI/AAPL open: 138.74 close: 138.68\n",
      "2017-03-09 POSITION value:0.000 upnl:0.000 rpnl:-17.110\n",
      "2017-03-10 TICK WIKI/AAPL open: 139.25 close: 139.14\n",
      "2017-03-10 POSITION value:0.000 upnl:0.000 rpnl:-17.110\n",
      "2017-03-13 TICK WIKI/AAPL open: 138.85 close: 139.2\n",
      "2017-03-13 POSITION value:0.000 upnl:0.000 rpnl:-17.110\n",
      "2017-03-14 TICK WIKI/AAPL open: 139.3 close: 138.99\n",
      "2017-03-14 POSITION value:0.000 upnl:0.000 rpnl:-17.110\n",
      "2017-03-15 TICK WIKI/AAPL open: 139.41 close: 140.46\n",
      "2017-03-15 POSITION value:0.000 upnl:0.000 rpnl:-17.110\n",
      "2017-03-16 TICK WIKI/AAPL open: 140.72 close: 140.69\n",
      "2017-03-16 POSITION value:0.000 upnl:0.000 rpnl:-17.110\n",
      "2017-03-17 TICK WIKI/AAPL open: 141.0 close: 139.99\n",
      "2017-03-17 POSITION value:0.000 upnl:0.000 rpnl:-17.110\n",
      "2017-03-20 TICK WIKI/AAPL open: 140.4 close: 141.46\n",
      "2017-03-20 POSITION value:0.000 upnl:0.000 rpnl:-17.110\n",
      "2017-03-21 TICK WIKI/AAPL open: 142.11 close: 139.84\n",
      "2017-03-21 BUY signal\n",
      "2017-03-21 ORDER BUY WIKI/AAPL 1\n",
      "2017-03-21 POSITION value:0.000 upnl:0.000 rpnl:-17.110\n",
      "2017-03-22 TICK WIKI/AAPL open: 139.845 close: 141.42\n",
      "2017-03-22 FILLED BUY 1 WIKI/AAPL at 139.845\n",
      "2017-03-22 POSITION value:-139.845 upnl:1.575 rpnl:-17.110\n",
      "2017-03-23 TICK WIKI/AAPL open: 141.26 close: 140.92\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2017-03-23 POSITION value:-139.845 upnl:1.075 rpnl:-17.110\n",
      "2017-03-24 TICK WIKI/AAPL open: 141.5 close: 140.64\n",
      "2017-03-24 POSITION value:-139.845 upnl:0.795 rpnl:-17.110\n",
      "2017-03-27 TICK WIKI/AAPL open: 139.39 close: 140.88\n",
      "2017-03-27 POSITION value:-139.845 upnl:1.035 rpnl:-17.110\n",
      "2017-03-28 TICK WIKI/AAPL open: 140.91 close: 143.8\n",
      "2017-03-28 SELL signal\n",
      "2017-03-28 ORDER SELL WIKI/AAPL 1\n",
      "2017-03-28 POSITION value:-139.845 upnl:3.955 rpnl:-17.110\n",
      "2017-03-29 TICK WIKI/AAPL open: 143.68 close: 144.12\n",
      "2017-03-29 FILLED SELL 1 WIKI/AAPL at 143.68\n",
      "2017-03-29 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-03-30 TICK WIKI/AAPL open: 144.19 close: 143.93\n",
      "2017-03-30 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-03-31 TICK WIKI/AAPL open: 143.72 close: 143.66\n",
      "2017-03-31 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-04-03 TICK WIKI/AAPL open: 143.71 close: 143.7\n",
      "2017-04-03 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-04-04 TICK WIKI/AAPL open: 143.25 close: 144.77\n",
      "2017-04-04 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-04-05 TICK WIKI/AAPL open: 144.22 close: 144.02\n",
      "2017-04-05 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-04-06 TICK WIKI/AAPL open: 144.29 close: 143.66\n",
      "2017-04-06 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-04-07 TICK WIKI/AAPL open: 143.73 close: 143.34\n",
      "2017-04-07 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-04-10 TICK WIKI/AAPL open: 143.6 close: 143.17\n",
      "2017-04-10 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-04-11 TICK WIKI/AAPL open: 142.94 close: 141.63\n",
      "2017-04-11 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-04-12 TICK WIKI/AAPL open: 141.6 close: 141.8\n",
      "2017-04-12 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-04-13 TICK WIKI/AAPL open: 141.91 close: 141.05\n",
      "2017-04-13 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-04-17 TICK WIKI/AAPL open: 141.48 close: 141.83\n",
      "2017-04-17 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-04-18 TICK WIKI/AAPL open: 141.41 close: 141.2\n",
      "2017-04-18 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-04-19 TICK WIKI/AAPL open: 141.88 close: 140.68\n",
      "2017-04-19 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-04-20 TICK WIKI/AAPL open: 141.22 close: 142.44\n",
      "2017-04-20 SELL signal\n",
      "2017-04-20 ORDER SELL WIKI/AAPL 1\n",
      "2017-04-20 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-04-21 TICK WIKI/AAPL open: 142.44 close: 142.27\n",
      "2017-04-21 FILLED SELL 1 WIKI/AAPL at 142.44\n",
      "2017-04-21 POSITION value:142.440 upnl:0.170 rpnl:3.835\n",
      "2017-04-24 TICK WIKI/AAPL open: 143.5 close: 143.64\n",
      "2017-04-24 POSITION value:142.440 upnl:-1.200 rpnl:3.835\n",
      "2017-04-25 TICK WIKI/AAPL open: 143.91 close: 144.54\n",
      "2017-04-25 POSITION value:142.440 upnl:-2.100 rpnl:3.835\n",
      "2017-04-26 TICK WIKI/AAPL open: 144.47 close: 143.6508\n",
      "2017-04-26 POSITION value:142.440 upnl:-1.211 rpnl:3.835\n",
      "2017-04-27 TICK WIKI/AAPL open: 143.9225 close: 143.79\n",
      "2017-04-27 POSITION value:142.440 upnl:-1.350 rpnl:3.835\n",
      "2017-04-28 TICK WIKI/AAPL open: 144.09 close: 143.65\n",
      "2017-04-28 POSITION value:142.440 upnl:-1.210 rpnl:3.835\n",
      "2017-05-01 TICK WIKI/AAPL open: 145.1 close: 146.6\n",
      "2017-05-01 POSITION value:142.440 upnl:-4.160 rpnl:3.835\n",
      "2017-05-02 TICK WIKI/AAPL open: 147.54 close: 147.51\n",
      "2017-05-02 POSITION value:142.440 upnl:-5.070 rpnl:3.835\n",
      "2017-05-03 TICK WIKI/AAPL open: 145.59 close: 147.06\n",
      "2017-05-03 POSITION value:142.440 upnl:-4.620 rpnl:3.835\n",
      "2017-05-04 TICK WIKI/AAPL open: 146.52 close: 146.53\n",
      "2017-05-04 POSITION value:142.440 upnl:-4.090 rpnl:3.835\n",
      "2017-05-05 TICK WIKI/AAPL open: 146.76 close: 148.96\n",
      "2017-05-05 POSITION value:142.440 upnl:-6.520 rpnl:3.835\n",
      "2017-05-08 TICK WIKI/AAPL open: 149.03 close: 153.0\n",
      "2017-05-08 POSITION value:142.440 upnl:-10.560 rpnl:3.835\n",
      "2017-05-09 TICK WIKI/AAPL open: 153.87 close: 153.96\n",
      "2017-05-09 POSITION value:142.440 upnl:-11.520 rpnl:3.835\n",
      "2017-05-10 TICK WIKI/AAPL open: 153.63 close: 153.26\n",
      "2017-05-10 POSITION value:142.440 upnl:-10.820 rpnl:3.835\n",
      "2017-05-11 TICK WIKI/AAPL open: 152.45 close: 153.95\n",
      "2017-05-11 POSITION value:142.440 upnl:-11.510 rpnl:3.835\n",
      "2017-05-12 TICK WIKI/AAPL open: 154.7 close: 156.1\n",
      "2017-05-12 POSITION value:142.440 upnl:-13.660 rpnl:3.835\n",
      "2017-05-15 TICK WIKI/AAPL open: 156.01 close: 155.7\n",
      "2017-05-15 POSITION value:142.440 upnl:-13.260 rpnl:3.835\n",
      "2017-05-16 TICK WIKI/AAPL open: 155.94 close: 155.47\n",
      "2017-05-16 POSITION value:142.440 upnl:-13.030 rpnl:3.835\n",
      "2017-05-17 TICK WIKI/AAPL open: 153.6 close: 150.25\n",
      "2017-05-17 BUY signal\n",
      "2017-05-17 ORDER BUY WIKI/AAPL 1\n",
      "2017-05-17 POSITION value:142.440 upnl:-7.810 rpnl:3.835\n",
      "2017-05-18 TICK WIKI/AAPL open: 151.27 close: 152.54\n",
      "2017-05-18 FILLED BUY 1 WIKI/AAPL at 151.27\n",
      "2017-05-18 POSITION value:0.000 upnl:0.000 rpnl:-8.830\n",
      "2017-05-19 TICK WIKI/AAPL open: 153.38 close: 152.96\n",
      "2017-05-19 POSITION value:0.000 upnl:0.000 rpnl:-8.830\n",
      "2017-05-22 TICK WIKI/AAPL open: 154.0 close: 153.99\n",
      "2017-05-22 POSITION value:0.000 upnl:0.000 rpnl:-8.830\n",
      "2017-05-23 TICK WIKI/AAPL open: 154.9 close: 153.8\n",
      "2017-05-23 POSITION value:0.000 upnl:0.000 rpnl:-8.830\n",
      "2017-05-24 TICK WIKI/AAPL open: 153.84 close: 153.34\n",
      "2017-05-24 POSITION value:0.000 upnl:0.000 rpnl:-8.830\n",
      "2017-05-25 TICK WIKI/AAPL open: 153.73 close: 153.87\n",
      "2017-05-25 POSITION value:0.000 upnl:0.000 rpnl:-8.830\n",
      "2017-05-26 TICK WIKI/AAPL open: 154.0 close: 153.61\n",
      "2017-05-26 POSITION value:0.000 upnl:0.000 rpnl:-8.830\n",
      "2017-05-30 TICK WIKI/AAPL open: 153.42 close: 153.67\n",
      "2017-05-30 POSITION value:0.000 upnl:0.000 rpnl:-8.830\n",
      "2017-05-31 TICK WIKI/AAPL open: 153.97 close: 152.76\n",
      "2017-05-31 POSITION value:0.000 upnl:0.000 rpnl:-8.830\n",
      "2017-06-01 TICK WIKI/AAPL open: 153.17 close: 153.18\n",
      "2017-06-01 POSITION value:0.000 upnl:0.000 rpnl:-8.830\n",
      "2017-06-02 TICK WIKI/AAPL open: 153.58 close: 155.45\n",
      "2017-06-02 POSITION value:0.000 upnl:0.000 rpnl:-8.830\n",
      "2017-06-05 TICK WIKI/AAPL open: 154.34 close: 153.93\n",
      "2017-06-05 POSITION value:0.000 upnl:0.000 rpnl:-8.830\n",
      "2017-06-06 TICK WIKI/AAPL open: 153.9 close: 154.45\n",
      "2017-06-06 POSITION value:0.000 upnl:0.000 rpnl:-8.830\n",
      "2017-06-07 TICK WIKI/AAPL open: 155.02 close: 155.37\n",
      "2017-06-07 POSITION value:0.000 upnl:0.000 rpnl:-8.830\n",
      "2017-06-08 TICK WIKI/AAPL open: 155.25 close: 154.99\n",
      "2017-06-08 POSITION value:0.000 upnl:0.000 rpnl:-8.830\n",
      "2017-06-09 TICK WIKI/AAPL open: 155.19 close: 148.98\n",
      "2017-06-09 BUY signal\n",
      "2017-06-09 ORDER BUY WIKI/AAPL 1\n",
      "2017-06-09 POSITION value:0.000 upnl:0.000 rpnl:-8.830\n",
      "2017-06-12 TICK WIKI/AAPL open: 145.74 close: 145.32\n",
      "2017-06-12 FILLED BUY 1 WIKI/AAPL at 145.74\n",
      "2017-06-12 POSITION value:-145.740 upnl:-0.420 rpnl:-8.830\n",
      "2017-06-13 TICK WIKI/AAPL open: 147.16 close: 146.59\n",
      "2017-06-13 POSITION value:-145.740 upnl:0.850 rpnl:-8.830\n",
      "2017-06-14 TICK WIKI/AAPL open: 147.5 close: 145.16\n",
      "2017-06-14 POSITION value:-145.740 upnl:-0.580 rpnl:-8.830\n",
      "2017-06-15 TICK WIKI/AAPL open: 143.32 close: 144.29\n",
      "2017-06-15 POSITION value:-145.740 upnl:-1.450 rpnl:-8.830\n",
      "2017-06-16 TICK WIKI/AAPL open: 143.78 close: 142.27\n",
      "2017-06-16 POSITION value:-145.740 upnl:-3.470 rpnl:-8.830\n",
      "2017-06-19 TICK WIKI/AAPL open: 143.66 close: 146.34\n",
      "2017-06-19 SELL signal\n",
      "2017-06-19 ORDER SELL WIKI/AAPL 1\n",
      "2017-06-19 POSITION value:-145.740 upnl:0.600 rpnl:-8.830\n",
      "2017-06-20 TICK WIKI/AAPL open: 146.87 close: 145.01\n",
      "2017-06-20 FILLED SELL 1 WIKI/AAPL at 146.87\n",
      "2017-06-20 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-06-21 TICK WIKI/AAPL open: 145.52 close: 145.87\n",
      "2017-06-21 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-06-22 TICK WIKI/AAPL open: 145.77 close: 145.63\n",
      "2017-06-22 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-06-23 TICK WIKI/AAPL open: 145.13 close: 146.35\n",
      "2017-06-23 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-06-26 TICK WIKI/AAPL open: 147.17 close: 145.82\n",
      "2017-06-26 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-06-27 TICK WIKI/AAPL open: 145.01 close: 143.74\n",
      "2017-06-27 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-06-28 TICK WIKI/AAPL open: 144.49 close: 145.83\n",
      "2017-06-28 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-06-29 TICK WIKI/AAPL open: 144.71 close: 143.68\n",
      "2017-06-29 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-06-30 TICK WIKI/AAPL open: 144.45 close: 144.02\n",
      "2017-06-30 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-03 TICK WIKI/AAPL open: 144.88 close: 143.5\n",
      "2017-07-03 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-05 TICK WIKI/AAPL open: 143.69 close: 144.09\n",
      "2017-07-05 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-06 TICK WIKI/AAPL open: 143.02 close: 142.73\n",
      "2017-07-06 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-07 TICK WIKI/AAPL open: 142.9 close: 144.18\n",
      "2017-07-07 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-10 TICK WIKI/AAPL open: 144.11 close: 145.06\n",
      "2017-07-10 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-11 TICK WIKI/AAPL open: 144.73 close: 145.53\n",
      "2017-07-11 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-12 TICK WIKI/AAPL open: 145.87 close: 145.74\n",
      "2017-07-12 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-13 TICK WIKI/AAPL open: 145.5 close: 147.77\n",
      "2017-07-13 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-14 TICK WIKI/AAPL open: 147.97 close: 149.04\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2017-07-14 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-17 TICK WIKI/AAPL open: 148.82 close: 149.56\n",
      "2017-07-17 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-18 TICK WIKI/AAPL open: 149.2 close: 150.08\n",
      "2017-07-18 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-19 TICK WIKI/AAPL open: 150.48 close: 151.02\n",
      "2017-07-19 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-20 TICK WIKI/AAPL open: 151.5 close: 150.34\n",
      "2017-07-20 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-21 TICK WIKI/AAPL open: 149.99 close: 150.27\n",
      "2017-07-21 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-24 TICK WIKI/AAPL open: 150.58 close: 152.09\n",
      "2017-07-24 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-25 TICK WIKI/AAPL open: 151.8 close: 152.74\n",
      "2017-07-25 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-26 TICK WIKI/AAPL open: 153.35 close: 153.46\n",
      "2017-07-26 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-27 TICK WIKI/AAPL open: 153.75 close: 150.56\n",
      "2017-07-27 BUY signal\n",
      "2017-07-27 ORDER BUY WIKI/AAPL 1\n",
      "2017-07-27 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-28 TICK WIKI/AAPL open: 149.89 close: 149.5\n",
      "2017-07-28 FILLED BUY 1 WIKI/AAPL at 149.89\n",
      "2017-07-28 POSITION value:-149.890 upnl:-0.390 rpnl:1.130\n",
      "2017-07-31 TICK WIKI/AAPL open: 149.9 close: 148.85\n",
      "2017-07-31 POSITION value:-149.890 upnl:-1.040 rpnl:1.130\n",
      "2017-08-01 TICK WIKI/AAPL open: 149.1 close: 150.05\n",
      "2017-08-01 POSITION value:-149.890 upnl:0.160 rpnl:1.130\n",
      "2017-08-02 TICK WIKI/AAPL open: 159.28 close: 157.14\n",
      "2017-08-02 SELL signal\n",
      "2017-08-02 ORDER SELL WIKI/AAPL 1\n",
      "2017-08-02 POSITION value:-149.890 upnl:7.250 rpnl:1.130\n",
      "2017-08-03 TICK WIKI/AAPL open: 157.05 close: 155.57\n",
      "2017-08-03 FILLED SELL 1 WIKI/AAPL at 157.05\n",
      "2017-08-03 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-08-04 TICK WIKI/AAPL open: 156.07 close: 156.39\n",
      "2017-08-04 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-08-08 TICK WIKI/AAPL open: 158.6 close: 160.08\n",
      "2017-08-08 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-08-09 TICK WIKI/AAPL open: 159.26 close: 161.06\n",
      "2017-08-09 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-08-10 TICK WIKI/AAPL open: 159.9 close: 155.27\n",
      "2017-08-10 BUY signal\n",
      "2017-08-10 ORDER BUY WIKI/AAPL 1\n",
      "2017-08-10 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-08-11 TICK WIKI/AAPL open: 156.6 close: 157.48\n",
      "2017-08-11 FILLED BUY 1 WIKI/AAPL at 156.6\n",
      "2017-08-11 POSITION value:-156.600 upnl:0.880 rpnl:7.160\n",
      "2017-08-14 TICK WIKI/AAPL open: 159.32 close: 159.85\n",
      "2017-08-14 POSITION value:-156.600 upnl:3.250 rpnl:7.160\n",
      "2017-08-15 TICK WIKI/AAPL open: 160.66 close: 161.6\n",
      "2017-08-15 POSITION value:-156.600 upnl:5.000 rpnl:7.160\n",
      "2017-08-16 TICK WIKI/AAPL open: 161.94 close: 160.95\n",
      "2017-08-16 POSITION value:-156.600 upnl:4.350 rpnl:7.160\n",
      "2017-08-17 TICK WIKI/AAPL open: 160.52 close: 157.87\n",
      "2017-08-17 POSITION value:-156.600 upnl:1.270 rpnl:7.160\n",
      "2017-08-18 TICK WIKI/AAPL open: 157.86 close: 157.5\n",
      "2017-08-18 POSITION value:-156.600 upnl:0.900 rpnl:7.160\n",
      "2017-08-21 TICK WIKI/AAPL open: 157.5 close: 157.21\n",
      "2017-08-21 POSITION value:-156.600 upnl:0.610 rpnl:7.160\n",
      "2017-08-22 TICK WIKI/AAPL open: 158.23 close: 159.78\n",
      "2017-08-22 POSITION value:-156.600 upnl:3.180 rpnl:7.160\n",
      "2017-08-23 TICK WIKI/AAPL open: 159.07 close: 159.98\n",
      "2017-08-23 POSITION value:-156.600 upnl:3.380 rpnl:7.160\n",
      "2017-08-24 TICK WIKI/AAPL open: 160.43 close: 159.27\n",
      "2017-08-24 POSITION value:-156.600 upnl:2.670 rpnl:7.160\n",
      "2017-08-25 TICK WIKI/AAPL open: 159.65 close: 159.86\n",
      "2017-08-25 POSITION value:-156.600 upnl:3.260 rpnl:7.160\n",
      "2017-08-28 TICK WIKI/AAPL open: 160.14 close: 161.47\n",
      "2017-08-28 POSITION value:-156.600 upnl:4.870 rpnl:7.160\n",
      "2017-08-29 TICK WIKI/AAPL open: 160.1 close: 162.91\n",
      "2017-08-29 POSITION value:-156.600 upnl:6.310 rpnl:7.160\n",
      "2017-08-30 TICK WIKI/AAPL open: 163.8 close: 163.35\n",
      "2017-08-30 POSITION value:-156.600 upnl:6.750 rpnl:7.160\n",
      "2017-08-31 TICK WIKI/AAPL open: 163.64 close: 164.0\n",
      "2017-08-31 POSITION value:-156.600 upnl:7.400 rpnl:7.160\n",
      "2017-09-01 TICK WIKI/AAPL open: 164.8 close: 164.05\n",
      "2017-09-01 POSITION value:-156.600 upnl:7.450 rpnl:7.160\n",
      "2017-09-05 TICK WIKI/AAPL open: 163.75 close: 162.08\n",
      "2017-09-05 POSITION value:-156.600 upnl:5.480 rpnl:7.160\n",
      "2017-09-06 TICK WIKI/AAPL open: 162.71 close: 161.91\n",
      "2017-09-06 POSITION value:-156.600 upnl:5.310 rpnl:7.160\n",
      "2017-09-07 TICK WIKI/AAPL open: 162.09 close: 161.26\n",
      "2017-09-07 POSITION value:-156.600 upnl:4.660 rpnl:7.160\n",
      "2017-09-08 TICK WIKI/AAPL open: 160.86 close: 158.63\n",
      "2017-09-08 POSITION value:-156.600 upnl:2.030 rpnl:7.160\n",
      "2017-09-11 TICK WIKI/AAPL open: 160.5 close: 161.5\n",
      "2017-09-11 SELL signal\n",
      "2017-09-11 ORDER SELL WIKI/AAPL 1\n",
      "2017-09-11 POSITION value:-156.600 upnl:4.900 rpnl:7.160\n",
      "2017-09-12 TICK WIKI/AAPL open: 162.61 close: 160.82\n",
      "2017-09-12 FILLED SELL 1 WIKI/AAPL at 162.61\n",
      "2017-09-12 POSITION value:0.000 upnl:0.000 rpnl:6.010\n",
      "2017-09-13 TICK WIKI/AAPL open: 159.87 close: 159.65\n",
      "2017-09-13 POSITION value:0.000 upnl:0.000 rpnl:6.010\n",
      "2017-09-14 TICK WIKI/AAPL open: 158.99 close: 158.28\n",
      "2017-09-14 POSITION value:0.000 upnl:0.000 rpnl:6.010\n",
      "2017-09-15 TICK WIKI/AAPL open: 158.47 close: 159.88\n",
      "2017-09-15 POSITION value:0.000 upnl:0.000 rpnl:6.010\n",
      "2017-09-18 TICK WIKI/AAPL open: 160.11 close: 158.67\n",
      "2017-09-18 POSITION value:0.000 upnl:0.000 rpnl:6.010\n",
      "2017-09-19 TICK WIKI/AAPL open: 159.51 close: 158.73\n",
      "2017-09-19 POSITION value:0.000 upnl:0.000 rpnl:6.010\n",
      "2017-09-20 TICK WIKI/AAPL open: 157.9 close: 156.07\n",
      "2017-09-20 BUY signal\n",
      "2017-09-20 ORDER BUY WIKI/AAPL 1\n",
      "2017-09-20 POSITION value:0.000 upnl:0.000 rpnl:6.010\n",
      "2017-09-21 TICK WIKI/AAPL open: 155.8 close: 153.39\n",
      "2017-09-21 FILLED BUY 1 WIKI/AAPL at 155.8\n",
      "2017-09-21 POSITION value:-155.800 upnl:-2.410 rpnl:6.010\n",
      "2017-09-22 TICK WIKI/AAPL open: 152.02 close: 151.89\n",
      "2017-09-22 POSITION value:-155.800 upnl:-3.910 rpnl:6.010\n",
      "2017-09-25 TICK WIKI/AAPL open: 149.99 close: 150.55\n",
      "2017-09-25 POSITION value:-155.800 upnl:-5.250 rpnl:6.010\n",
      "2017-09-26 TICK WIKI/AAPL open: 151.78 close: 153.14\n",
      "2017-09-26 SELL signal\n",
      "2017-09-26 ORDER SELL WIKI/AAPL 1\n",
      "2017-09-26 POSITION value:-155.800 upnl:-2.660 rpnl:6.010\n",
      "2017-09-27 TICK WIKI/AAPL open: 153.8 close: 154.23\n",
      "2017-09-27 FILLED SELL 1 WIKI/AAPL at 153.8\n",
      "2017-09-27 POSITION value:0.000 upnl:0.000 rpnl:-2.000\n",
      "2017-09-28 TICK WIKI/AAPL open: 153.89 close: 153.28\n",
      "2017-09-28 POSITION value:0.000 upnl:0.000 rpnl:-2.000\n",
      "2017-09-29 TICK WIKI/AAPL open: 153.21 close: 154.12\n",
      "2017-09-29 POSITION value:0.000 upnl:0.000 rpnl:-2.000\n",
      "2017-10-02 TICK WIKI/AAPL open: 154.26 close: 153.81\n",
      "2017-10-02 POSITION value:0.000 upnl:0.000 rpnl:-2.000\n",
      "2017-10-03 TICK WIKI/AAPL open: 154.01 close: 154.48\n",
      "2017-10-03 POSITION value:0.000 upnl:0.000 rpnl:-2.000\n",
      "2017-10-04 TICK WIKI/AAPL open: 153.63 close: 153.4508\n",
      "2017-10-04 POSITION value:0.000 upnl:0.000 rpnl:-2.000\n",
      "2017-10-05 TICK WIKI/AAPL open: 154.18 close: 155.39\n",
      "2017-10-05 POSITION value:0.000 upnl:0.000 rpnl:-2.000\n",
      "2017-10-06 TICK WIKI/AAPL open: 154.97 close: 155.3\n",
      "2017-10-06 POSITION value:0.000 upnl:0.000 rpnl:-2.000\n",
      "2017-10-09 TICK WIKI/AAPL open: 155.81 close: 155.84\n",
      "2017-10-09 POSITION value:0.000 upnl:0.000 rpnl:-2.000\n",
      "2017-10-10 TICK WIKI/AAPL open: 156.055 close: 155.9\n",
      "2017-10-10 POSITION value:0.000 upnl:0.000 rpnl:-2.000\n",
      "2017-10-11 TICK WIKI/AAPL open: 155.97 close: 156.55\n",
      "2017-10-11 POSITION value:0.000 upnl:0.000 rpnl:-2.000\n",
      "2017-10-12 TICK WIKI/AAPL open: 156.35 close: 156.0\n",
      "2017-10-12 POSITION value:0.000 upnl:0.000 rpnl:-2.000\n",
      "2017-10-13 TICK WIKI/AAPL open: 156.73 close: 156.99\n",
      "2017-10-13 POSITION value:0.000 upnl:0.000 rpnl:-2.000\n",
      "2017-10-16 TICK WIKI/AAPL open: 157.9 close: 159.88\n",
      "2017-10-16 SELL signal\n",
      "2017-10-16 ORDER SELL WIKI/AAPL 1\n",
      "2017-10-16 POSITION value:0.000 upnl:0.000 rpnl:-2.000\n",
      "2017-10-17 TICK WIKI/AAPL open: 159.78 close: 160.47\n",
      "2017-10-17 FILLED SELL 1 WIKI/AAPL at 159.78\n",
      "2017-10-17 POSITION value:159.780 upnl:-0.690 rpnl:-2.000\n",
      "2017-10-18 TICK WIKI/AAPL open: 160.42 close: 159.76\n",
      "2017-10-18 POSITION value:159.780 upnl:0.020 rpnl:-2.000\n",
      "2017-10-19 TICK WIKI/AAPL open: 156.75 close: 155.98\n",
      "2017-10-19 BUY signal\n",
      "2017-10-19 ORDER BUY WIKI/AAPL 1\n",
      "2017-10-19 POSITION value:159.780 upnl:3.800 rpnl:-2.000\n",
      "2017-10-20 TICK WIKI/AAPL open: 156.61 close: 156.16\n",
      "2017-10-20 FILLED BUY 1 WIKI/AAPL at 156.61\n",
      "2017-10-20 POSITION value:0.000 upnl:0.000 rpnl:3.170\n",
      "2017-10-23 TICK WIKI/AAPL open: 156.89 close: 156.17\n",
      "2017-10-23 POSITION value:0.000 upnl:0.000 rpnl:3.170\n",
      "2017-10-24 TICK WIKI/AAPL open: 156.29 close: 157.1\n",
      "2017-10-24 POSITION value:0.000 upnl:0.000 rpnl:3.170\n",
      "2017-10-25 TICK WIKI/AAPL open: 156.91 close: 156.405\n",
      "2017-10-25 POSITION value:0.000 upnl:0.000 rpnl:3.170\n",
      "2017-10-26 TICK WIKI/AAPL open: 157.23 close: 157.41\n",
      "2017-10-26 POSITION value:0.000 upnl:0.000 rpnl:3.170\n",
      "2017-10-27 TICK WIKI/AAPL open: 159.29 close: 163.05\n",
      "2017-10-27 SELL signal\n",
      "2017-10-27 ORDER SELL WIKI/AAPL 1\n",
      "2017-10-27 POSITION value:0.000 upnl:0.000 rpnl:3.170\n",
      "2017-10-30 TICK WIKI/AAPL open: 163.89 close: 166.72\n",
      "2017-10-30 FILLED SELL 1 WIKI/AAPL at 163.89\n",
      "2017-10-30 POSITION value:163.890 upnl:-2.830 rpnl:3.170\n",
      "2017-10-31 TICK WIKI/AAPL open: 167.9 close: 169.04\n",
      "2017-10-31 POSITION value:163.890 upnl:-5.150 rpnl:3.170\n",
      "2017-11-01 TICK WIKI/AAPL open: 169.87 close: 166.89\n",
      "2017-11-01 POSITION value:163.890 upnl:-3.000 rpnl:3.170\n",
      "2017-11-02 TICK WIKI/AAPL open: 167.64 close: 168.11\n",
      "2017-11-02 POSITION value:163.890 upnl:-4.220 rpnl:3.170\n",
      "2017-11-03 TICK WIKI/AAPL open: 174.0 close: 172.5\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2017-11-03 POSITION value:163.890 upnl:-8.610 rpnl:3.170\n",
      "2017-11-06 TICK WIKI/AAPL open: 172.365 close: 174.25\n",
      "2017-11-06 POSITION value:163.890 upnl:-10.360 rpnl:3.170\n",
      "2017-11-07 TICK WIKI/AAPL open: 173.91 close: 174.81\n",
      "2017-11-07 POSITION value:163.890 upnl:-10.920 rpnl:3.170\n",
      "2017-11-09 TICK WIKI/AAPL open: 175.11 close: 175.88\n",
      "2017-11-09 POSITION value:163.890 upnl:-11.990 rpnl:3.170\n",
      "2017-11-10 TICK WIKI/AAPL open: 175.11 close: 174.67\n",
      "2017-11-10 POSITION value:163.890 upnl:-10.780 rpnl:3.170\n",
      "2017-11-13 TICK WIKI/AAPL open: 173.5 close: 173.97\n",
      "2017-11-13 POSITION value:163.890 upnl:-10.080 rpnl:3.170\n",
      "2017-11-14 TICK WIKI/AAPL open: 173.04 close: 171.34\n",
      "2017-11-14 POSITION value:163.890 upnl:-7.450 rpnl:3.170\n",
      "2017-11-15 TICK WIKI/AAPL open: 169.97 close: 169.08\n",
      "2017-11-15 POSITION value:163.890 upnl:-5.190 rpnl:3.170\n",
      "2017-11-16 TICK WIKI/AAPL open: 171.18 close: 171.1\n",
      "2017-11-16 POSITION value:163.890 upnl:-7.210 rpnl:3.170\n",
      "2017-11-17 TICK WIKI/AAPL open: 171.04 close: 170.15\n",
      "2017-11-17 POSITION value:163.890 upnl:-6.260 rpnl:3.170\n",
      "2017-11-20 TICK WIKI/AAPL open: 170.29 close: 169.98\n",
      "2017-11-20 POSITION value:163.890 upnl:-6.090 rpnl:3.170\n",
      "2017-11-21 TICK WIKI/AAPL open: 170.78 close: 173.14\n",
      "2017-11-21 POSITION value:163.890 upnl:-9.250 rpnl:3.170\n",
      "2017-11-22 TICK WIKI/AAPL open: 173.36 close: 174.96\n",
      "2017-11-22 POSITION value:163.890 upnl:-11.070 rpnl:3.170\n",
      "2017-11-24 TICK WIKI/AAPL open: 175.1 close: 174.97\n",
      "2017-11-24 POSITION value:163.890 upnl:-11.080 rpnl:3.170\n",
      "2017-11-27 TICK WIKI/AAPL open: 175.05 close: 174.09\n",
      "2017-11-27 POSITION value:163.890 upnl:-10.200 rpnl:3.170\n",
      "2017-11-28 TICK WIKI/AAPL open: 174.3 close: 173.07\n",
      "2017-11-28 POSITION value:163.890 upnl:-9.180 rpnl:3.170\n",
      "2017-11-29 TICK WIKI/AAPL open: 172.63 close: 169.48\n",
      "2017-11-29 BUY signal\n",
      "2017-11-29 ORDER BUY WIKI/AAPL 1\n",
      "2017-11-29 POSITION value:163.890 upnl:-5.590 rpnl:3.170\n",
      "2017-11-30 TICK WIKI/AAPL open: 170.43 close: 171.85\n",
      "2017-11-30 FILLED BUY 1 WIKI/AAPL at 170.43\n",
      "2017-11-30 POSITION value:0.000 upnl:0.000 rpnl:-6.540\n",
      "2017-12-01 TICK WIKI/AAPL open: 169.95 close: 171.05\n",
      "2017-12-01 POSITION value:0.000 upnl:0.000 rpnl:-6.540\n",
      "2017-12-04 TICK WIKI/AAPL open: 172.48 close: 169.8\n",
      "2017-12-04 POSITION value:0.000 upnl:0.000 rpnl:-6.540\n",
      "2017-12-05 TICK WIKI/AAPL open: 169.06 close: 169.64\n",
      "2017-12-05 POSITION value:0.000 upnl:0.000 rpnl:-6.540\n",
      "2017-12-06 TICK WIKI/AAPL open: 167.5 close: 169.01\n",
      "2017-12-06 POSITION value:0.000 upnl:0.000 rpnl:-6.540\n",
      "2017-12-07 TICK WIKI/AAPL open: 169.03 close: 169.452\n",
      "2017-12-07 POSITION value:0.000 upnl:0.000 rpnl:-6.540\n",
      "2017-12-08 TICK WIKI/AAPL open: 170.49 close: 169.37\n",
      "2017-12-08 POSITION value:0.000 upnl:0.000 rpnl:-6.540\n",
      "2017-12-11 TICK WIKI/AAPL open: 169.2 close: 172.67\n",
      "2017-12-11 SELL signal\n",
      "2017-12-11 ORDER SELL WIKI/AAPL 1\n",
      "2017-12-11 POSITION value:0.000 upnl:0.000 rpnl:-6.540\n",
      "2017-12-12 TICK WIKI/AAPL open: 172.15 close: 171.7\n",
      "2017-12-12 FILLED SELL 1 WIKI/AAPL at 172.15\n",
      "2017-12-12 POSITION value:172.150 upnl:0.450 rpnl:-6.540\n",
      "2017-12-13 TICK WIKI/AAPL open: 172.5 close: 172.27\n",
      "2017-12-13 POSITION value:172.150 upnl:-0.120 rpnl:-6.540\n",
      "2017-12-14 TICK WIKI/AAPL open: 172.4 close: 172.22\n",
      "2017-12-14 POSITION value:172.150 upnl:-0.070 rpnl:-6.540\n",
      "2017-12-15 TICK WIKI/AAPL open: 173.63 close: 173.87\n",
      "2017-12-15 POSITION value:172.150 upnl:-1.720 rpnl:-6.540\n",
      "2017-12-18 TICK WIKI/AAPL open: 174.88 close: 176.42\n",
      "2017-12-18 POSITION value:172.150 upnl:-4.270 rpnl:-6.540\n",
      "2017-12-19 TICK WIKI/AAPL open: 175.03 close: 174.54\n",
      "2017-12-19 POSITION value:172.150 upnl:-2.390 rpnl:-6.540\n",
      "2017-12-20 TICK WIKI/AAPL open: 174.87 close: 174.35\n",
      "2017-12-20 POSITION value:172.150 upnl:-2.200 rpnl:-6.540\n",
      "2017-12-21 TICK WIKI/AAPL open: 174.17 close: 175.01\n",
      "2017-12-21 POSITION value:172.150 upnl:-2.860 rpnl:-6.540\n",
      "2017-12-22 TICK WIKI/AAPL open: 174.68 close: 175.01\n",
      "2017-12-22 POSITION value:172.150 upnl:-2.860 rpnl:-6.540\n",
      "2017-12-26 TICK WIKI/AAPL open: 170.8 close: 170.57\n",
      "2017-12-26 BUY signal\n",
      "2017-12-26 ORDER BUY WIKI/AAPL 1\n",
      "2017-12-26 POSITION value:172.150 upnl:1.580 rpnl:-6.540\n",
      "2017-12-27 TICK WIKI/AAPL open: 170.1 close: 170.6\n",
      "2017-12-27 FILLED BUY 1 WIKI/AAPL at 170.1\n",
      "2017-12-27 POSITION value:0.000 upnl:0.000 rpnl:2.050\n",
      "2017-12-28 TICK WIKI/AAPL open: 171.0 close: 171.08\n",
      "2017-12-28 POSITION value:0.000 upnl:0.000 rpnl:2.050\n",
      "2017-12-29 TICK WIKI/AAPL open: 170.52 close: 169.23\n",
      "2017-12-29 POSITION value:0.000 upnl:0.000 rpnl:2.050\n",
      "Backtest completed.\n"
     ]
    }
   ],
   "source": [
    "engine.start(\n",
    "    lookback_intervals=20,\n",
    "    buy_threshold=-1.5,\n",
    "    sell_threshold=1.5\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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ezZaU/Up46IVBS8dbL0TI76MbB2c03SiX+0lZJuqEnKwiyqG5DzCm+JENgz9ULBOOIFOYVQsHJ3IcV2ItBdk50XGAkYgBAHuHKvMty6qGn710zNLx1gsRJmWZO8VaGSMzEiZzMt/FEIQN5GSNn7JMAoEjcMYdm6h75iqbx7xcLDvMhsESMfZW2OT3m33DGLV4vPVCGDcOKpZ5wpRlgNRloj7ISSqX5j6gaMMggYA7zrhjE3VPVlLRmYoAqJdi2Rk2jM5UBLGgr+ImvwdtGG+9EOEAZY7yRteBhrDR7tJPvmWiDsjLKpeMZcCwYdA1jz9ULBOOICMpaI4F0RwLYnDCu55lJ6VhAIAoChWPvZ7MyXj0NevHWy9EOOCjCX6c0aGjOx2DKAD9w6QsE94nKyncPMuhAE3wcwLOuGMTdU+moCAW8qM9GfG4suwszzIArF/ZgD0npqHr5Y29tmu89UKE/CJFx3FG04zfQ1dTFAfJhkHUATlZ42fD8PtIWXYAzrljE3VNpqAiGvSjPRn2eLHsLBsGAGxsS2AyJ2NoqryMa7vGWy9EOOAj/x5ndOgQBAE96Rgpy0RdkJdVbg1+QcpZdgRULBOOICspiIV8aGs0lOVyVU63wbqanZQjvb7VSMR4/cTyvmU7x1svhGHDIJWFJ5oOCIBRLI9kPPtZJQhGTuJXLIf8ImRVh6bR54wnzrljE3XNTFFZ7khGkJFUTOUrz/11AwVFRcAncJkEtRiVJGLYOd56IQwbBqksXNEBURDQ2xJHTlbL3pEgCLeSlRRuDX5sF5KylvlCxTLhCLKSgnjIh/aktxMxCoqGoM1NccvRGA2grTG8bCIGj/HW8zFsGHTT4Imm6xAEoDcdAwD0DVMiBuFt8rLGLw2juAtJWct8cdZdm6hLNE1HVpr1LAPeLZYlRUOI03beUmwoIxGDjbe+cTMfVRkojrsmZZkrOgxluYcVy9TkR3gYRdUgqTyHkhSLZZWuezzx814AQeSKxU8s5EOH55Vl1VFJGIwNbQ3YfmAEkqIt6qdm462vtXG89XxYZ7iu61w808SssryyIYxIwEeDSVzOz185jh0HRyv+ukTYjz+7cp2j+i+sIF/cyeJeLJOyzBUqlgnusOl90aAf6XgIAZ/g2azlgqI5s1hemYCs6ugbmSl5mOfCxlu/ZeMKW8dbzydczKcuKPyinOodXQcEQYAoCuhOx8iG4XL+8dH96BuZQTxUfjmgqDqmCwouX78CW7qbLFwdf3KSIeaEedswyH7GFSqWCe5kihejeMgPURRKiRhepCBrjoqNY8xt8luoWJ4db21/tvJcwsWfXYFj7mm9o+s6WH9qbzqGV49N8l0QUROypuHq01fim+/dXPbXvHpsEm/7xnaMzEgWrswZsGKZn7JcbPCjYpkrzpO4iLpjVlk2LgpezlouKKpjpvfNpbclhoBPwOvHF/YtP/jCIFLRAN68zt7x1vNhP7s85Y5yg0XHAUZ83NHxHN3IXYyq6fBXmM6TjocAAKMZ7yehMJsgzwl+AChrmTPOu2sTdUdWYp5lY6PDy1P8nJiGAQABn4jVLXHsXSBreSpfHG99djt3f+JcZZnggw4dYtEv3tsSg6rpODKW5bwqolpUTYdYYbGcigYBAKP1oCzLvJVlsmE4AefdtYm6Y76y3JGM4MRUHooHcyWNNAxnfuwWS8QojbfmlK08F2a9IGWZH5oGsN5KlohBTX7uRdV0+Cpslg36RTRGAhidqQNlmXmWORfLtHvDF2fetYkSkqLhlcFJDE15s+ENADKSUSzH5yjLmg4MTXvvQmw0+DnTa7uhrQHHJ/OYzMqn/P2DuwfRk47hnK4kp5XNwm4cFB/HDx0oJZH0puMAgP4RavJzK6qmw++rPFmmOR7ESMb7yjK71vAeSkLKMl+oWHY4X39sH667fTsu+cqv8dqx5ccRu5FsoegJm1MsA96Mj3NqdBwArF9pjL3eM8eKMTCexbMcx1vPh6k7dOPgh67rJc9yYzSA5lgQfcOkLLsVVZu11VRCcyyIsTqwYWS5N/iRZ9kJOPOuTZQYy0hIhP2Ihnz40iOv816OJcwUbRixkg3Du4NJnBodBwAbiykYc60YP33xGAA4woIBzEbHkbLMD7047prRk47RYBIXo+qVN/gBQHMsRA1+NkAT/JyBM+/aRAlJ1dAQDuC2K9biqf0jeHLfMO8lmU5Wms1ZBoC2RkNZHvRisezQ6DgAaG0IIRkNlIplXdfx4O4BnN+d4jbeej7sZ5enGwc32FASRk86Rp5lF1NNgx9g2DDqqcGPn2e5GB3nwR4eN0E5yw5HUXUE/SLed8EqfO/pQ/jSw69j25o0fFVc3JxKRlIR9ImlJ+hYyI9kNOBRZVnlniixGIIgYH1romTDeHlwEgeHM7h5Wy/nlc0Sphgl7rBx14zeljh+9PwApvMyEmF+A2uI6qgmOg4AmuMhjGUlo0HQQ/ej+eQl3p5lpixXd807OZXHR77/fMnuOJfmeBB3fuB8bt+bm3DmXZsoIasa/KKAoF/Ep6/egD0npvGT5wd4L8tUsgUF0dCpH9b2xgiOeXCKn+RgGwYAbGxrwL4T09A0HQ/uNsZbv43jeOv5lNIwSFnmhqbPCVoGJWK4nWqV5XQ8CF0HxrPeVpd5e5ZrneC3d2gaLxyZQDIaQE86VvqTCPux4+Ao9g0tnK1PnAopyw5HVjUEirm81565EueelsTXHt2L685uK9kW3M5MQUVs3vfSnoxgYNx72a0FB0fHAUaTX0ZS0T+amR1vHXWOWkhpGA5An68szxbLZ3XyT0whKqOa6DjA8CwDRtYyG1LiRXKysRvISz2vNTpOLto3PnftRpw9J9HotWNTuPYbT+HoePaUvycWxrl3bQIAIKs6AsUPiyAI+J9v24ihqQK++1Q/55WZR1ZS3tA80ZEMe86zrKgaFE13rGcZMLKWAeDGf/6tI8ZbzydEaRjc0eakYQDAquYoBAGUiOFSqm7wi7PBJN5u8svLKjdVGQD8PqNQr/aaJyk6AJREN0ZXk9EbNDDurfusVXhDmvQwsqohMOdCdt6qJlxzxkp858mD+IOtXViRCHNcnTlkJLU0vY/RnoxgOq94ygfJGjScbMM4s6MRH33zaoxnJKRiQVy2nu946/lQGgZ/NB2YW1uF/D50piLcEzFePTaJf/jlPiiaznUdyxEP+/GVd55VypXniabpRrpJlTYMAJ7PWs5JfItlAAj6xKr7NJiyHPSf+jtOhANIRgM4StM3y4L/p5VYkrk2DManf28DHn1tCF9/bD++eOOZnFZmHtmCgth8z3Ixa/n4ZN4zxTKL/nFysez3ifjMNRt4L2NRgj4RglB9swtRO3PHXTN60nHug0kee+0kHt9z0tFbypmCggMnZ/C+C1bhgt5m3suBqhsPFtUoy00lG4a3leWcrHJvgAsFxJptGPPrCADoTEVwlJTlsqBi2eHIqo5I8NQ3eU86hj++YBXufeYwPnRRN9a2JjitzhxmCgpSsVOjyVixPDiRwzqXf38Mto0WdLANw+kIgoCQXyQbBkc0Dac0+AFAbzqG5w+NGQNLOA2vmc7LiAZ9+OnHL+Zy/nJ4ZXAS192+HRMOaYpTiyp8NcpyMhKAKBizALxMVlK5xcYxarnmLVUsd6Wi2HuCGvzKwbkSFwHgjTYMxievXItowIcvP7KHw6rMJSupb9iS7HDBFD9N0/HlR/bgLx94Ef/50jHo+tLbv0wZcLKy7AbCAR/ZMDgzX1nubYkhI6k4yXFE/VReRoPDd6FSMcO6MDFvpDwvWLFcjbIsigKaYiGMeDxrOS+r3AaSMII1FMuSurBnGQC6mqIYmMhBc7h1yQnQXdvhLGTDAICmWBAfv2INHt9zEjsOjnBYmXks1ODXkgjBLwqOLpafOzSG7zx5EI/vOYlP3v8CPnLv8xheolhgnjMnp2G4gZBfpOg4jsxv8ANm4+N4NvlN5xUkws7eLE1GjGJ+3CnFcvEBv5px14DhW64LGwZ3ZdlXvQ2D7WguqCxHICkahj3+OzQDZ19ZCChz0jDm88GLunHv04fxxYdfx39+fFtVW2lOYKagvKHBzycKaG0Ic81a/ssHXsSz/WOL/vtMQUHIL2L731yO+3cewd//ch+u+scn8YXrz8B1Z7W9YTu6UFKWyYZRC+GAj4aScGT+uGvg1KzlC1fz8eJO5WU0RJytLEeDPgR9IiZyzlBj1aLqWG0sWnM8iFGP2zBykopUNMh1DYYNo7YGv4D/jb/jzpRhfzw6lkVrg/vDAqyEimWHIy1iwwCMouGvr16PP3/gRfz0pUHHxXyVg6rpyMvagttcHckIt/i4vKzipy8dw8a2BNa3Niz6uq09KSTCAdxy6WpcsWEFPvWj3+G2+1/Awy8fx/++4YxT8kdLyjLZMGqClGW+zB93DRhDhEJ+EX3D/Jr8pvMKmmJ8i5rlEAQBjdEAJjLOUparsWEARtby7wYmzFyS48g7ocHPKs9yMT7u6HgWW7qbql9gHUDFssNZzIbBeMfZ7fju9j78/S/24Zoz2rg3IlRKVlIAYMEYpfZkGLsOj9u9JADGdrKq6bjl0tV4x9ntZX3NmhUJ/OSjF+KOp/rw9Uf349n+3+D/3HAGri1OwHNDGoYbIGWZLzrwhl0TURTQk45xneI3lZPR3Rzjdv5ySUUDzlGWa2jwA4rKssc9y1lJRYSzdc4Mz/JCD0RMWR4Yc67d0SnQXdvhKKoOv2/xC5koCvjctRsxOJHD3b89ZN/CTIKNEl1oGmF7MoITk/nSBd1O9p80OoTXV5jE4feJuPWyNfjZbdvQkYzg1vt245bv7cI/ProPP9x1FMDs+FKiOsJ+HynLHNEXUJYBcC+W3eBZBoBkJOgcz3INDX4AkI6HMF1QPN1wm5NV7tNyQ35fTcqyEbn5xt9xOOBDSyKEox6clms2dNd2ONIyyjIAXLQ6jbdsXIFv/fqA62J8ZgqGsjw/ZxkwimVF05dsmrOKfUPT8BfVsmpYvzKBB2+9CJ966zo8uW8Y//T4fvzHi8eQCPtLSR9EdYQCIvKkLHNDnzeUhNHbEsORsWxp29feNemu8CwDQDIawKTDiuVqG/yai7YXt913KiEnOyQ6rsoHElnREFhCcOtKRXCUlOVlcf5jeJ2jqHpZSuRnrtmAq7/+FL7x+H787TtOt2Fl5pAtLK4sd8zJWl7ZaG/zwd4TM+hOx2pSgQM+EbdduRa3XbnWxJURIb/P81u/TsZIw3jjzbcnHYei6Tg6lkVvS9zWNRUUDbKqu0NZjgbw4lFnvH9LyvISxdRSNM0plts9KAKomg5J0binYQT9tQ0lWSwkADCsGLuP8LE7uglSlh2OrGplbZGtWZHAH5zfhe8/c5jrVmilZKSllWWAT9by/pPTFVswCHsIk7JcQtd1DE7kbI3vmj/umjE3EcNupvKGUuuGaZ+paBATOXnZXHY7qDU6rrnYwDzi0egxZi+ZPxjMbmqxYUiqvuTudFdTBMcn81A47Ai5CSqWHYyu61C0pd/oc/nzt6xDyC/iKy4aVMIa/GILepYNNdnuYjknqTgylsXaVnvVMaI8Qn5fqVmy3vm3HYdw8Zd/ha1ffByvH5+y5ZyLTelb3cKxWM4Z15EGFyjLjdEAJEVDzgE+X6YsVxsdl44byrJXd3pYTw1vZTkUqL7BTyl6lhejKxWFquk4PsknpvXkVB737zyCk1P8YmLLgYplByMXu1jLtQK0JEL46JtX4+evnsCuQ4vnAzuJmaINYyFlOREOIBH2214sHzg5A12HZ8Zse41woPrMUa/RN5xBLOhDyC/iu0/123JOXceCDX7JaBCpaAAHOQwmmS4qy06f4AeglNnrhCl+tTb4MWV5NON1ZZnvQ1jQV1vO8pKe5aZi1jKnJr89J6bx2QdfxpExZzcZUrHsYFijTCUXsj+5pBetDSH83cOvO2KbbzmyxQa/xbqNjaxle5849w0ZSRhULDsTY9w1KcuA4RVtbQzjXed14mcvHcPJaes/KzoW37Y3EjHsz1qeyheV5YjzlWU2xc9JxXK1Ngz2oOZVZZmp/05Qlqv3LC+9O92ZMuyOvOLjJnLG5yAZdfaDLhXLDmapMPHFiAR9+NRV6/GjDAzAAAAgAElEQVTCkQk8/PIJq5ZmGhmJKcsL3+TakxHbleV9J6cR9Inobo7ael6iPIyhJKQsA4ai1xwL4kMX90DWNHz/mSOWn3OhcdeM3pY4FxvGtIs8y8mSssy/wKy1wU8QBKTjIYx4tViWnOVZrkYAWy5Rqz0ZgSjwU5Yni5+DxoizBwpRsexgmA1jqU7WhXjn5k5sWJnAV36+x/Hb1ZmSsrzwk3t7MoxjkzYXyyem0dsSg7+ChxTCPsIBHxRNp4YUAOMZGU2xIHrSMVy5YQXue+aw5Q8Sur74EIuedAxDU4VSJKRdzHqW3VAsF5XlnAOU5Rob/AA28tqbNgzmWXZCdBxgFL6VspwNI+AT0dYYwcA4J2W5uMPS6PDYR6oGHExJWa7QT+YrDio5MpbFvU8ftmJpppGRFAT94qJPvu3JCCaycqkR0A72Dc2QBcPBhIvTtKptePESoxkJTTHDN/rhbT0YzUj46YuDlp5zSWW5mIhxyGZ1eVZZdr4Ng3mWx52kLIvVlwLNMe9O8WMPnvyHkhSL5SquectNAQYMK8ZRTp7hiZyMWNDn+GFdzl5dnVONDYNx6boWXLI2jdt/dcAxAfgLkS2oiC2iKgOzWcvHbPItzxQUDE7ksI6SMBxLyG+8X+rdiqFpOsazEppihiJzYW8zNqxM4M7t/Zb2Kyw07prRU0zE6LO5WJ7Ky/CJwqI7VE6ipCw74Lo8O+66+mM0xUK2RhfaiWM8y/7qBQJZWT5RqzMV5WbDmMjKJWuSk6Fi2cFUa8NgfO7ajZjKy/jmr/ebuSxTyUjKon5lwP6s5f3U3Od4SFk2mM4rUDW9pCwLgoCbt/Vg39AMth8Ysey8i427BoDu5hgEAegbtrfJj426XqyIdxLhgA/hgOgoz7Kvhp9bOh7EaEZyRUN5peScEh1XFAiqueZJywwlAYys5aGpAhcBYjInOd6CAVCx7GiqtWEwNrY14F2bO3HPjsPctliWI1NQFsxYZthfLBs3eSqWnQvzD9a7ssx8omzkMAC845x2pOMh3Lnduhi5xcZdA8bvpr0xYnuT31ROdoVfmZGMBB2lLFfb4AcYnuWCopWatb0EU5bDnBv8gjXaMILL/H67UkYzO48BYIay7PzPLhXLDqYWGwbjU1ethygCX/3FXrOWZSpZSUV0gYxlRmsiBFGw70O8d2gaIb9Yyp4knAfbkqz3+LixjKFMpuYUyyG/D++7YBWe2DuMAyenLTnvYuOuGb0tMduLZaYsu4VkNIBxBxXLNTX4FXc2vGjFcI6yzHbTKn8gKcezPJu1zKFYzlGxTNQIs2HU8tS/sjGMWy7pxc9eOoYXj06YtTTTWE5Z9vtErGwI25a1vG9oGmtb41VPtCKsJxRgW5LeU7IqYbRYLM9VlgHgjy44DUG/iLt/e8iS8y427prRm46hfzhj67b8VN5lynI0gMmcc2wYNTX4Faf4eTE+zjGeZWY9q0IgWC5nGZjNWuaxAz2RlR0fGwdQsexomLK81KjKcrjlzauRjgfxxf923qCSrKQuOL1vLnZmLe8fmsG6FWTBcDLhUoNffSvL48ViuWlesZyOh3DjOR34ye6B0mvMgl0/lvIG96RjmC4oGLZRaXSdshwJOkNZ1mtv8EvHPawsyyqCPpF7jGjQV4NnWVleWW5tCCPgE2xv8tN1HZM5iZRlojaUGhv8GPGQH3/x1nXYeWgMj742ZMbSTGNmGWUZKBbLNmQtT+ZknJjKYy35lR0NU1nypCwDeGOxDBgxcnlZww92mjukhD1rL7Vr39NiJMn02zj2eionu2IgCSMVCzjLs2yCsjxq8oOZE8hJaqmhmCfsmle1Z9m/9E6pTxTQkbQ/azkrqZBVvTTV0snwfxcQi1LNuOvFeM+WLqxZEceXH9lTOq4TWM6zDBjF8vGJPDTNWlWcJWGsX0mxcU6GKcvVbEl6ibGMhGjQt+DAhPUrE7hkbRrfe/pQ1WNyF4J9ApfyuLKsZTt9y9N5xRWjrhmNkSAmsvwTJEppGDVFxxWLZQ8qy3lZRcQBcYRWe5YBw7c8YLMNY9Ilo64BwD1XlzpEMqHBj+H3ifjsNRtw8z27cP/OI3j/hd01H9MMMoWlo+MAoCMZhqRqGMkUsCIRtmwt+4pJGGvJhuFoZqPj6ltZHs9IC6rKjA9f3IMP/dtzePjl47jh3A5TzqkxG8YSr2lPRhD0i7ZlLauajumC4i5lORqAounISCriy1z/rMSMBr+Q34dEyM/Ns6zrOt77r8+ib8T8uMLJnIyVDdbdc8olWEvOchmeZcDwLf/i2FTFx68Ft0zvA6hYdjTMhmHWZJsrNqzABb1N+Ppj+3HDuR3cG2IUVUNB0Za1YbQ1zg4msbZYnkYs6CsNQiGcSYii4wAY297zm/vm8uZ1LehtieHO7f24/px2UzKImRC62LhrwNjS7W6Oos8mGwYbrd3gJs9yUUkbz0iOKJZrsWEAhhVjjJMNo6BoeLpvFGd3NmJjW4Ppx79wdbPpx6wUlrNczS6RVKay3JmKYiwjlSVgmcVEscnVDQ1+7rm61CFm2jAAoynnf1y7CW//5nZ854mD+PTvbTDluNXCcjmXm7o1N2v5nK6kZevZNzSNNa2JJQsBgj/hGlQWLzGWkUp+0YUQRQEfvrgH//M/XsFzh8axtaep5nNqZdoGetNx7Lcoum4+U8WtXN4P/5XAJpZN5mR0cVyHGRP8AKA5HirlftsNuw6845wO3Lyth8sarKZaG4au62XlLAOz8XED4zmsX2nP7iqbLuwGGwZ5lh2MmTYMxpmdjbjhnHbcub2fSwD5XLKSoQgtb8OwZzDJvqEZrFtBfmWnQ0NJDMaWsWEAwDs3dyIZDeDO7X2mnnu5bfuelhiOjGWh2NAfMZ0vKssu8iyzhqZxzlP8WBpGzcpyLIhRTjaMQvE6EDJpB9aJVGvDUDUdul5eDdHFIT5uwkWeZe++uzyA2TYMxl9dvR46gL//Jd9BJZmCcZFbrlhuiPgRC/owaGGxPJaRMDJTsO2JmqgeGkpiMLaMDQMAIkEf3rv1NPzytSEcGa39JljyLC8jVPWkY5BV3Zbu+qm8ccN1lWe5+HvjnYhhprLMy7PMCkgvF8uhKif4yRUkas0OJrGxWGbKsgtsGN59d3kAs20YjM5UFB+6uBsPvTCIVwYnTT12JWSKXsPYMjYMQRAsz1reV0zCoNg45+P3ifCLQl03+OUkFTlZRVNxetpSvP/CbvgEAf+241DN5y15lpe5JK1usS8Ro6Qsu6hYZsoyU9Z4YZZnOR0PYixTsDyxaCHYdSDEeXCIlTDPcqXKciW7082xICIBH46O2bfjPJGTEPSLjojnWw7nr7COKY27tuCJ+dbL1iAZCeBLj/AbVJIp2jCiyzT4AWwwiXVT/Fhs3LpWsmG4gXDAV9fKMvOHNsWWLxBXNoZx3Vlt+OGuo5jO11aczaZhLGPDSBufo4PD5icUzId5lt00lKSxuO08wTmbuBQdV2PzZ3MsCE3nU/yz60DYw8pyoOg5LlRoPZsdbLb871cQBHSmIhiwUVmezMpIRgKmNB9bjXffXR6AbaHUOsFvIRojAXzyyrX47YFRPLFv2PTjl0O2ZMNYXhGwWlneOzSNRNjviJggYnlCfrGuPctjpYEkyyvLgDGkZKag4IHnjtZ0Xq2MoSSAEY3WGAnYpCwXG/xcED/FCPl9iAZ9jlGWzbBhAHyylutBWRYEASG/iEKFPQByhX1PXU1RHLVxMMlEVnaFXxmgYtnRWGXDYPzRm1ahuzmKLz38ui2NOPPJlNngBxhZy6MZybICad/QDNa1JlzxhEsYynI9p2GMLTG9byHO6kzi/O4U/m3HoVKBVBWlYnnpz4kgCOhJx2wplqeKNgw3KcsAkIoGPdXgB4CLb5kNJ/KyZxkwvr9KBzHJStGzXG6xnIpgYCxr227zRE5yhV8ZoGLZ0ciqBkEwckutIOgX8ZlrNmDf0Ax+/PyAJedYilKDX5k2DAA4Pmm+FUPXdewfmiYLhosIBUhZBsovlgHg5m09GBjP4Zevnqj6vMyGUc4lqbfFnmJ5Oi8jEvCZmhpkB42RQCk6ixemK8sc4uPqocEPMJTzqj3LZf5sOlNRTBeU0mQ9q5nIyiVLktPx9rvL5ciqjoAoWqp2Xn36SmxZlcLXHt1XarizCxYdt9y4a+DUrGWzGZ4pYDwrYx0197mGkL++PcvVFMtv3bQSXU0R3Lm9v+rzljPumtGbjuH4ZL70ObeK6bziOlUZAFKxAH9l2cShJAC4DCZhNoyFxr57iaBPrCINo1gslym4dTWx+Dh7rBiTObnU7Op0qFh2MMZMd2ttAYIg4HNv24jh6QLu+I25WazLwZTlaBkXOZa1bEV83P7imGsqlt1DOCDWdRrGWEZCwCdUNLXOJwr44EU92HV4HC8dnajqvOVGxwGzTX5Wq8tTedmVxXIyEnSOZ7nG20wqGoQg8LFh5OvFhlHFNa9Sz3Jnig0msafJbzJHnmXCBBRVsyQJYz6bT0vhbWe24Y7f9OHklHWJE/PJSgrCARH+Mj7IrQ1hCII1yvK+UhIGFctuIez3Vezf8xJjGalYoFRW5bx7SyfiIT/u+m116rJepmcZMGwYgPXF8nRecVVzHyMZDTgiZ9knCjXvXvpEAU3RIDX4WUjIX7kNo9JELTuzlguKiqykotEln10qlh2MpOo1b4+Vy6d/bz0UTcM/PLrPlvMBwExBKcuvDBj+6hWJkGXFcioaQHqJ0cGEswgFROTrWFkeLWN630IkwgG85/wu/PfvjuNEFf5/vRQdtzzdzUax3DdssbKck101kIRhFMsSl2xihqrrNcfGMZrjfKb41YtnOegXK/cslxr8yvsdN0YCSIT9ttgwmC+6MeqO+67l7y5BEH5PEIS9giAcEAThM1afz0uUO9PdDFY1x/C+C7rxw11HsffEtC3nzEpqWX5lhlVZy/uGZrCWkjBcBSnL1RXLAPDBi7qh6TruefpQxV9biWc5EvShvTFsj7LsUhuGpgPTNveKzEXV9Jqb+xjNsRCfBj+Ws+x5ZVmEVKFAoGgsZ7n8X3JXKmqLsjxZmt7njgddS4tlQRB8AP4ZwDUANgH4Q0EQNll5Ti9hlw2DcdsVaxAP+fGlR1635XyZCpRlwJqsZV3XsW9oGuvJguEqwnWuLI/XUCx3NUVx1aaV+MGzRypuvqvEswwAvS1x9NniWXbHDXcuzKvJMxFD1czbveSlLLNUHK8ry6EqlOVKPcuA0eRnx5h65tcnz7LBVgAHdF3v03VdAvDvAK63+JwVoes6frNvGIdHrY84qhRZ1S3LWF6IVCyIT1yxBk/sHcb2/SOWny8jKWVlLDM6khEMTuRMzYA8MZXHdF6h2DiXYaRh1G+xXK0Ng3HzJT2YzMn4ye7Bir6u3HHXjJ50DH3DM5bmtk7lFTREXKgsF7efeSZiqJpec3MfozkWxAgXz7IGUbBuHoFTqCZnWaowZxkwlOWBceuzlidKyjLZMACgA8DckVEDxb8rIQjCLYIg7BIEYdfwsP2T5CayMm65dxf+6fH9tp97OSRVsz079P0XdqMzFcEXH37dci9dpqAiGqzAhtEYRkHRTI0n2ldMwlhLyrKrMNIw6tOGIasaJnNyTcXyllUpnNXZiLu391f0OS933DWjJx3DdF7BqEWRYnlZhaRoaHChspxiI685JmKoml5Wg3U5NMdDmMorFceb1UpBURHy+zxvowv5faXc5HIpjbv2l/+z6UxFkJc1DFv84DNRfEgkZdlgod/QKVdmXdfv0HV9i67rW1paWixezhtJxYL4ozetwk9fPOY4dVlRNQRt3loKB3z466vX47XjU3johcpUp0rJSpXbMACY6lveT0kYriQUqF9lmSkyzTUUy4Ig4OZtPegbyeCJfSfL/jq9zHHXDKsTMaaL0/tc6VlmxTJPZVnXy/KflwPLWrZbKS8oGsIBb1swAGbDsDY6DpiTiGFxk99sg587imWrrzADALrm/P9OAMcsPmfFfOTSXtz7zGF869cH8ZV3ncV7OSXstmEw3n5WO+7a3o+//+VeXHtmGyIVqL9z+fedR/C3P3sViwlXkqLhzI5k2cdrn5O1fGZnY1Vrms/eE9NIx0M1qXSE/YSL/j1d1z2vKM1ndiBJqKbjXHtmG7708B7cub0fV2xoLetrKomOA4BelrU8nMH53U1VrXMppvLGDdednmXjmsMzPk418R7TXHw/jswU0NoQNuWY5ZCXDWXZ6wSrGXddQ7E8MJ7FeatSFZ2vEiayMnyigEQFVkyeWL3K5wCsFQShB8AggD8A8F6Lz1kxKxrC+MPzu3Dfs0fwiSvWlN4svOFhwwAAURTwuWs34j13PIO7ftuPj1++pqrjPPTCIJpjIbz97PZFX3P9OYv/23zYYJLdR8bR1mjOxfjlwUmsX0l+ZbcRCvig68ZnpB5ulHNhiQOpWG0FYsAn4v0XrcJXf74Xe05MYcPKhmW/ppJx1wDQkYog4BNwcGSmlqUuSklZdqFnmeXLcvUs60bOshmw6E27m/wKioZQnSjLldowJLVyz3JnyrjPWt3kN5GT0BgJuEbssPQKo+u6IgjCJwD8AoAPwF26rr9q5Tmr5aOXrcb9O4/i208exBdvPJP3cgAYNoxKGuDM5E29zXjrplZ8+4mDeM/5XUjHK1OxspKC3UfG8eGLe/CZazaYsqZkNIDGSAB3/KbP1GmDf3pJj2nHIuyBdb7n5forlpmy3FyjsgwA7916Gr7x+H7ctb0fX33X2cu+vpLoOMAYVrGqOYZ+i7KWp3LuVZYDPhGJkJ+vsmxmdFzxHmF3fFxB1jyfhAEYAkHFyrJSeXRcNOhHOh7E0TFr4+Mmsu4ZdQ1YryxD1/WHATxs9Xlqpa0xgt/f0okf7jqKT1y+prTlzxNeNgzGZ67ZgKv+8Tf4p8f243/fcEZFX/vcoXHIqo6L1qRNW48gCPjJxy7EERM/xAIEbOm2bquJsAaWqWp4+NxzwTWD8ZINo3brUDIaxDs3d+JHzw/g07+3YdmH4kqj4wCgNx2zwbPszvdAYzRQ8m7ywOzoOICHsqx6PmMZMAreqj3LFTT4AUCHDVnLkznZNX5lwIZi2U187LLVeOC5o/iXJw/i89dXVhxagczJhsFY3RLHe7eehh/sPIIPXtyN1S3l2xV2HBhBwCfgfJML0TUrElizgprx6p1SsVyHg0lYsoRZXeQf3taD+549gu8/cxh//pZ1S762Us8yAPS0xPDE3uHSaGUzmfUsu/NWlooGPRMdlwj5EfSJGLG5WM7Xi7LsF6Hpxo5zuQkm1XiWAaArFcHLg5MVr7ESJnNyTU3KduP9d1gFdKaieOfmTtz/3FGcnDJ/UlylyDYPJVmIP3vLWkQCPnz5kT0Vfd32AyPYfFoK0QrSLgiiXGZtGPWXiDGWMbx+Zj1Ir26J4/L1Lfj+M4eX/XlWMu6a0ZuOQVI1DFrggZx2ebFsjLz2hrIsCAKaYkGM2py1zKLjvA7zZVcSmck8y5XuUHc1RXFsIgfVwvjYiaxcanJ1A1Qsz+PWy1dD1XT8i4me2GqRVR0BzkHr6XgIH7tsNR59bQjP9o2W9TVjGQmvHZ/CxSZaMAhiLrM2jPpTlscykumKzM3bejEyI+E/X1o6rKhSzzJgTPEDgD4LmvymcgpEARVFUDqJZDTIPzrOxHtMczxoWab2YhSUelGWK7/myaqGoE+suImuKxWFrOo4YaFoOJGVSk2ubsD777AKWdUcw/XntOO+Zw9jeNr+aURzUTjbMBgfvrgHbY3hsgeVPH1wFLoOKpYJy2C5qvWqLJsddXjxmmZsWJnAXdv7l5zcVY1nuSdtZC33WdDkN52XEQ/5TS347CQZCfAfSmJqsRzioCxr9eFZ9jNlufxrnqxoCPgq//2yRAyrmvxUTcdUXqFi2e18/PI1kBQN332Kr7osqeZNV6qFSNCHT121Hi8NTOK/Xj6+7Ot/e3AE8ZAfZ5uUhUwQ82EqS74OPctjGQkpk4tlQRDw4Yt7sOfENHYcXHwHqdJx14AxPCUR9lvS5GeMunbPDXc+qWKDn5Xb3UthpGGYVyynY/Yry0bOMv/7pNWw77GSCYnVWjlnB5NYUyyzFBu3TO8DqFhekNUtcbz97Hbc+8xhU0crV4qxheIMxeTGczuwqa0BX/35nmWfbHccGMEFvU2OKPQJbxIOVK6yeIVRC2wYAPCOc9rRHAviru39i75GK6nO5V+XBEFAb0vckmJ5Oi+7MjaO0RgNQtdnvdd2o2o6zLzFNMeDlLNsEdXYMCRVr2p3uj0ZhiBYl7U8QcWyd/jE5WuQk1XcuZ2fuuwUGwZg5KV+7tqNGBjP4Xs7Di/6uoHxLA6NZnHRarJgENbBtl3rTVnWdR3jFtgwAONn+kcXrMLje06ib3hhf3E1yjJgNPktdsxamMoprhx1zUhF2WASfsWyWQ1+gGHDyMkqspJi2jGXo1BHE/yAyhKAmGe5UkJ+H1Y2hC2Lj2M+/WSEGvxcz9rWBK49ow337DjMrQFDdogNg7FtbRqXrW/B7b/aX8p6nc+OA6Ol1xKEVdRrGsZUXoGi6ZaNZ3/fBasQ9Im4+7eHFvz3aqLjAMO3fGwyj5xk7u9ryuXKMlPWeN1jzBxKAqC042Gnulw/ynLRhqFW4FlWq/MsA4ZveWDMWmXZTTnL3n+H1cAnrliDmYKy6I3DSnRdh+QgGwbjs9dsxExBwe2/OrDgv28/MIKWRAhrV9AIacI66jUNY8zEgSQL0ZII4R3ntOPHzw8sWMBVOu6a0dtiNPkdGjXXijGdV1w56prBorN4xcepurnKMhtqM2JTk5+u68U0DO8ry6EqleVqBbcuCweTTBbf726a4EfF8hJsbGvAVZtacddv+0vh93bBGj6cYsNgrF+ZwLu3dOHeZw7h8Lwbn67r2HFwFBetbnbNvHfCnYRLDX71pSxbXSwDRvpNTlZx/86jb/i3aqLjgNlEDLN8y4MTOTzy8nGMZyXXTu8DZouFiRxPZdm8a3WTzcoye1iuhwa/2TSMCjzLSnWeZQDobIrixFS+oobCcinZMChn2Tt88sq1mM4ruMdmdVlmYeIOK5YB4C/fug5+UcRXf773lL/fNzSDkZkCRcYRlsO2XfN11uDHiuXm2NJjqWthU3sDLlrdjHt2HCpNAGOUGvwqrK9m4+PM8S1/5ie/w8fu242spKI9GTblmDxIFYuF8QxPz7K5OcsAMJqxR1mup2K5+pzl6n6/XakIdB04NmG+FYPZMNzUb+D9d1iNnNHRiCs3rMCdv+3HTMG+pgWpNKbSeQrtioYwbrm0F//98nE8f3i89PfbD4wAoHxlwnqq2ZL0AmPFIiQVs1ZNvXlbD05M5fHwvKjI2Qa/yq5L0aAfbY1h9JmkLI9nJbyppwm//ItLcfO2XlOOyYOGkrLMr1iu9He5FOwhzq6R1ywNpx5ylkNVJADJNYQEdKaK8XEWWDEmsjISYb8jxcDFcM9KOXLblWsxkZVx79OLp0CYjVIsloMOfWK+5dJetCRC+OLDr5eGGOw4MIKedAwdyQjn1RFeRxAEhPxi3SnLozYoywBw+foV6E3H3jCkpJpx14yedMw0G0ZWUtGSCGFdawI+lw4kAYyUoYawn2uDn5n1SiToQyzosy1ylT0s14OyzFItKlWWqy2Wu5rYYBLzleWpnOyq2DiAiuWyOKcriUvXteBfn+qzLRKnZMMws1XZRGIhP/7yrevw/OFx/OLVE5BVDc/0GX5lgrCDkF+sO2V5PCMhEvAhErRWSRNFAR+6uBsvDUxi95HZ3aNqPcuAUSz3DWeWnBBYLjlJRdTin4FdpGJBzzT4AfZO8WMqa6iOlOVKPMSSqlc1lAQA2hoj8IsCBqxQlnOyq2LjACqWy+bPrlyDsYyEHzx7xJbzyQ62YTB+/7xOrGuN48uP7MHzh8eRkVRsIwsGYRPhgK/uhpKMWpSxvBA3be5EQ9iPO+cMKWHj7qvZue9JxzCZk03JFM5KKqJB9/gdlyIZCWCca3ScufeY5rh9U/zydaQsV+VZVqr3LPtEAe3JCI5aMJhkIiuRsuxVzlvVhItWN+M7T/bZ0oEvO9yGARjNh5+9ZiMOjWbx8ft2QxCAC0lZJmwiHPDV3VCSMRuL5VjIjz9802n4+SsnSmNvS/P7qrj/rm4x4iT7R2pv8stJquXqul0ko0FMcvQsm9ngBxgWIfs8y8bnvy48y357PcuAYcWwYuT1RE523Zh651ZiDuSTV67FyEwB/77TenXZ6TYMxmXrW3DxmmaMZiSc3t7gqigYwt2E/CLGMpKt08J4Y9X0vsX4wIXdEAQB9+w4BGA2DUOowrXMEjEODtfmW5ZVDZKqIeqRAikZDfCzYZjc4AcA6XjQfhuGg0Uls2Ce5UpsGLUWy53JqCU2jMms7KqMZYCK5Yq4oLcZW3ua8O0nD1quLrvBhgEYjVZfvuks/OHWLvzVVet5L4eoIxoiATy5bxg3fWsH76XYxmhGKk1Js4P2ZATXntmGB547aqQBVTnuGjAmggV8Qs1NftniFECvKMupaJCrDcN0ZTkexFhGKll2rKSeGvxEUUDQJ1bY4Fd9zjJgKMsjM5Kpkzd1XTc8y2TD8DafvGIthqYK+NHzA5aeZ7ZYdv6vqKspii/ddBYuW7+C91KIOuIr7zwTV5/eiv0nZ0rpMV5nLCMhZWOxDBgxctMFBT987ii0KsddA4Zt67SmKPprVJbZjdsrnuXGSADTeYXLe1jVzfcsN8VCUDTdlkFes8qyNx6clqPSpmZJ1RD0V//77Woy4uPMVJdnCgpUTacGP69z8ZpmbD4tie88cdCSyTYMZsNwQ7FMEDxYsyKBy9evgKrpODGV570cy8nLKrKSaqsNAzDSgM5blcLdO/oha8Y1r9r6qicdR1+NnmVmu/FMGkZRYePhWzY7Og4wbIZvDA4AACAASURBVBiAPVnLs57l+rhPBv1iRZ5lpVYbhgVZy8xy1EjKsrcRBAGfvHItBidyeHC3deqy4hIbBkHwpCNlZIEOWtCx7TRmp/fZr8jcvK0HR8dy+F8/fRVAdQ1+ANDbEsOh0SzUGrbovWbDYH0ePAaTGDYMk6PjihngdviWSzYMj/jXlyPkFyv0LNdow0iZn7XMHgrJs1wHvHldC87qbMQ/P3HgDeNgzYJN8HPThBuCsBs2AGfQgpGsToMVy3bbMADgqk2teOfmTnSmIrhqUyvWtiaqOk5vOgZJ0WoaoZuTmQ3DGwUS827yGExiRYMfG3ltx2CSfB01+AHGQ0ElnmWpRmW5JRFCyC+aasNgyrLbwgC8YfqyGUEQ8Mkr1uJPvrcLP33xGN51Xqfp52A2jCAVywSxKO3FYnmgDpTlUY7Kst8n4mvvPrvm47BEjP6RTMkPWSlZyWvFclFZ5pCIoWo6/CbvXrJiecSGYrmeGvwAFBv8yrNh6LoOWa0+Zxkwap3OVMRUZXkiZ7wv3NbgR8VylVy5cQU2tTXgn399ADec026qAqzreqk7OlCDOZ8gvE444ENLIlQXNozxYvFht2fZTHpajGK5b3gGl65rqeoYuaJnORLwxu2LeZbNGNZSKapuvrLcVCz+bbFhFAvHeshZBoBw0IdfvjaEdf/jkWVfq0OHrtc+q6GrKWqJZ9ltNgxvXG04YHiX1+Cj39+N//rdcdxwbodpx/6HR/fh9l8dAABE6uQiQBDV0pGM1IUNY1ZZDnFeSfW0xENIhPw1xcd5TlmOMGWZjw3D7Og4v09EKhrAqE0NfqIA078Hp/Lpq9dj+4GRsl/vEwTcuLm2ne/OVAS7D48v/8IyYZ5ltw0loWK5Bq7atBLrWxP45q8P4O1nt8Nnwgd2ZKaA7z7Vj0vWpvEH55+G06rcqiSIeqEzFcErg5O8l2E5Y5kCfKKARNi9l21BENDTEkMfFcslEmE/RMF+G4au65aMuwaA5ngIoxnrleW8rCLk91UVZehGLl6TxsVr0raesysVxVRewWRORqMJBe5kTkYk4HPdbkB9GH0sQhQF3HblGhw4OYNHXjluyjH/5cmDKCgqPv+O0/G2s9rq5iJAENXSkYrg2ETeliEIPBnLSEhFg5YUN3bSk46hr4as5ZzH0jBEUUBjJFDyctoF+7j4LLjHNMWCtkXHheokNo4XZmctT2Ql1/mVASqWa+aaM9qwuiWG2x8/UPPN+uR0Hvc+cxg3nNuB3pa4SSskCG/TmYxAUjWM2DRilxdjNk/vs4qedAzHJnNVT0HNemwoCcCm+NmrLLP4PrMb/AD7Rl4XZA3hOhlIwosulrVsUpPfRNYchdpuqFiuEZ8o4LYr1mLv0DR++dpQTcf6zhN9kFUdn7xirUmrIwjvw7KWj3q8yc+Y3ue+m8x8elvi0HXg8Gh1SlVWVhD0i6bY3pxCYzSASU7FstkNfoDhqx+1Iw1DUUlZtpjOFEscMklZNsnOYTf0LjOB685qQ086hm88vh+6Xp26fHIqj/uePYwbz+1AdzFeiSCI5WFTprze5DeakVzd3MfoTc8mYlRDTlI941dmGMqyvTYMtXivsqI5rjkexERWtnyEd17W6iY2jhfJaADxkB9Hx8wpliezMtkw6hW/T8Stl63Ga8en8PjrJ6s6xreeOAhF03HbFWtMXh1BeJvSYBKPK8vjGcnVsXEMJgZU2+SXlVTEPGTBAIwYLbsb/ErKskUNfgAwZvEDQEExGvwI62BZy2Zl2U/kpFICjJugYtkkbji3A11NEdz+q8rV5ROTefxg5xG8a3MnVjWTqkwQlRAL+ZGMBkydMuU0VE3HRE72RLEcD/nR2hCqOj4uJ6meae5jNEYDtkfHlTzLFhTL6RjLWra6WNYQJhuG5ZiZtTxBynJ9E/CJ+Phla/DSwCSe3Ddc0dd+6wmjOfATpCoTRFV0prydtTyelaDr7h5IMhcjEaM6G0ZWUjxpw8hIKqQKRhnXih3Ksh3FMinL1sOm+FVrM2XkZRUFRUOjC4tlb+1lceamzZ24/VcH8Fc/eqmiUa6vDE7i97d0Vj3+lSDqnY5kpKY4Mqcz5oHpfXPpScfx8yrjNjOS6rlhTUxpm8zJaEnY40tnxbIV0XFs5LXVWct5WXXdJDg30pWKIierGM1ISMerf3/OTu9z33WMlGUTCfpFfOH607GpvRHxkL/sP29etwJ/duU63ssnCNfSkYxiYLx25cOpjJWm97nvJrMQq1tiGM/KpRHeleDFBr9k1P4pfpY2+BXfp1ZnLVPOsj3MZi3XtnvHssTdaMMgZdlkrtzYiis3tvJeBkHUFZ2pCHKyivGsN3y982HFcsoj31tPscmvfzRT8fdk2DC8tQvH1NGJnH1NfqpqnQ2jIRyAXxQsz1ouKCrlLNtAV1MxnnMsi3O6klUfZ1ZZdl+xTI9kBEG4Hpa17NVEjFGPKcs9pfi4yq0zXmzwSxWV5WqU9mqxUlkWRQFNsaD1nmWZlGU7YPGctTb5TRYfBt3oWaZ3GUEQrofFx3k1EWPcY8pyV1MUflFA/0jlTX5Z2Ys2DA7KsoUNfoDR5GeHZ5ka/KwnHvIjFQ3UPMWPDd5htiM3QcUyQRCup8vjg0nGMhIawn4EfN64ZAd8Ik5rilYVH5f1oLJcKpbt9CxbGB0HFEdeW6yUG2kY3vhMOJ2upmjNYkTJs0w2DIIgCPtpiBjNsmYF5zuNUY8MJJmLER9XWbGsajokRUM04K12m3jID78o2DqYxMpx14BhGbLShqHrerHBz1sPTk6lKxWtvcEvKyPgE1y5M0TFMkEQrkcQBHQkvZu1PJYpeLJY7h/JQNPKTzDJSgoAuPJmuxSCICAZDWCcQ7Hss9KGYWGDn1QcpU3Ksj10NkUwOJ6r6PM6n4mcjMZIAIJFD2hWQu8ygiA8gZkjWZ3GWEZGU8ye/F276G2Jo6BoOD6VL/trcpIKAJ6zYQBAYySAyZw3GvwAI2s5I6ml35nZ5GUqlu2kMxWFpGoYmi7/8zqfyaxRLLsRb+1lEQRRt3SkInju0BjvZVSErus4NJqFrC49uW14uoAzOxpsWpU9zCZizJQaNJcjWyy8vKYsA0YixnjGTmXZeM9Z1uAXmx1M0mlB1F9BMd4LZMOwh64Ui4/Loa2xvM/rfCZykiub+wAqlgmC8AgdyQim8gqm8jIawu5QL37+ygl87L7dZb12ZUPY4tXYS29LMWt5JINL1raU9TVeLpaT0QAGJ6pX7SqFPZ9ZpizHZkdes+gxMykUleUwKcu2MDuYJIutPU1VHWMiK7v2OkbFMkEQnoDdkAfHc2hoc0exzDzWf//7Zy85wlkUgIvXpu1ali2sSIQQC/oqavLLyYZnORL03q0rGQ3i1WNTtp3P8gY/i0deF5SiDYOUZVtguz+1xMdNZGWsX5kwa0m24r0rDkEQdcncwSQb29xhWZgpGMXfjed2WNZo5VQEQUBPSwx9FcTHeVpZjgS4pGH4fVZFxxnKslUjr/Ny0YZByrIthAM+rEiEahpMMpmTkYy404ZB7zKCIDwBUz7clIgxk1cQDfrqrlBm9KTjFQ0mYcXyUiq8W0nFgsjJaqkItBrW4Ge1sjxmUdZySVmmYtk2upqiODpWXbEsqxpmCkopU9xt0LuMIAhPkI4HEfKLrpriN1NQEA/V7wZfbzqGgfFcqVlrOXIeVpZZSsCkTVP8WIOfVQ9q0aAfkYDPsvi4UoMfTfCzja4aEofY+5qKZYIgCI4IgoCOlLuylqcLCuLhOi6WW2LQdeDIaHkPOLM2DO/9zFLFlIBxm6b4Wd3gBxjqslWDSZiyHA5QGWMXXU1RHJ/MLZvesxCsWHZrdBy9ywiC8AwdSSM43y3M5BUk6lhZZvFxB8ts8mNDSbyYszw78tpeZdkqGwZgDCYZscqGIZOybDedqQg0HTheRWoLe1+7NTqOimWCIDyD2waTzNS5ssyK5f4ym/y83ODHFDf7imXjv1Y1+AFs5LXVaRhUxthFVzFxqJomPzZwJ0nKMkEQBF86U1GMZiTLpoaZzUy+vj3LiXAALYlQ2U1+WUlF0Cci4PPerStVHOIxYZcNw+IGP4AVy1Ypy9TgZzdzs5YrZVZZpmKZIAiCK25LxDAa/Nx58zCLnnSs7KzlnKR40oIBzCpuEzY3+FnrWQ5hNFOAXizMzYQ1+IU9mIziVNoaw/CJQlVZy6VimaLjCIIg+MKylt2SiDGdl5GoYxsGAKxuiVVkw/CiBQMwrCVBn2h7g5+VsYXpeBCyqmMqr5h+7Dwpy7bj94loawxXZcOYyMkQBLj2ekfvMoIgPENnyj3Ksq7rdR8dBxjK8mhGwmQZXt2srHpWWRYEAY3RQFk/BzMoNfhZnIYBwBLfMkXH8aEzFakqa3kyK6EhHLD0/WYlVCwTBOEZViTC8IuCKxIxcrIKTUddN/gBxmASAOgrw7ec87CyDACpaMBb0XExY4qfFYNJCooGQQACFjYoEm+kKxWtqol6Iie71q8MULFMEISH8IkC2pJhVyRizBS3pklZLj8RIyspiAa8+/NKRoIei44zlGUrRl4XFA1hvw+Chesn3khXUxQnpwsVT5qcyMquTcIAqFgmCMJjdCajrrBhTBeMYtmtHj6zOK0pCp8olFUs5yTv2jAAIynAvmLZaLqzUllOxw1leTRjvg0jL6sUG8eBribWF1LZNXYiJ6PRpRnLABXLBEF4jI6UOwaTkLJsEPSL6EpFykrE8HKDH1AslnN2RccZ/7XSQ8qmEloRH1eQNWru40BnlVnLk1mJlGWCIAin0JGMYGg6D0mpfCSrncwUqFhm9KRj6CvLhuFtZTkVDWI8K1sStTYfO6Ljgn4RDWG/ZQ1+1NxnP2wwyUCFTX7kWSYIgnAQnakIdB04PulsdXmaKct1bsMAgN6WOA6NZKBpSxeJOdnbynJjNABJ0UqxaFZiR3QcYFgxrBh5XVA0hMmGYTsrEiEE/WJFNgxN0zGVI88yQRCEY2BZy063YjBlOVHnQ0kAQ1nOySqGpvNLvi4rKYgGvftwwWwLdiRi2NHgBxhNflYoy3mZlGUeiKKAzmSkIhvGdEGBpoM8ywRBEE6hM8lGsjq7WM4USFlm9BYTMZbyLWuajrysIeLhiW2lKX42NPnZER0HGPFxlniWFfIs86IjFaloit9kaXqfe4UBeqcRBOEpVjaGIQrAgMMTMZiyHAt5t/grl94WlrW8eLGcK0ZVedmGkSwqbxN2KstWF8vxoGU5y5SGwYeupmhFyjJrWiXP8gIIgvC3giAMCoLwYvHPtVadiyAIghH0i2htCDvehjGdVxD0i7SVDKC1IYRIwIf+JZTlrFQPxXJRWc7ZoCzruuWqMgA0x0MYy0qlqDqzKCgqwvTZ4UJXKoqJrIzpfHnvU7ZTQsXy4vyjruvnFP88bPG5CIIgABiJGAMVRhvZzUxBRoKSMAAYo56NRIzFp/hlJUOJj5Bn2RRUzXpVGQDS8SB03fzvKS+TssyLSrOW2cNfY4Q8ywRBEI6hIxVx/GCSmbyCGBXLJXpbYksOJqkrZdkWz7Jmi7LcFLMma5mi4/hRylouMz5usvig1Eie5UX5hCAIvxME4S5BEFIWn4sgCAKAER93YjJv+tavmcwUFMpYnkNvOoajY9lF87FZsezlnOVwwIdwQMSkHTYMDfDZMCq6OVac4mdyIgYNJeFHVzFx6Gi5ynKWKct1WiwLgvCYIAivLPDnegDfBrAawDkAjgP42iLHuEUQhF2CIOwaHh6uZTkEQRAAgI5kFIqmY2hq6SgynkznFUrCmENPSwyaDhwZW1hdzjFl2cNpGACQjAQxbkFD3HxUTbPNhgHA9KxlI2fZ2+8Fp9IUCyIa9JVtdZvIyYgFfQi6+OGmpiu1rutvKed1giD8K4D/WuQYdwC4AwC2bNniXBmIIAjXwLKWB8ZzaE9GOK9mYWYKClY2hHkvwzH0pIuJGMMZrFmReMO/M8+yl3OWATby2lsNfoD5yrKRs+ze4svNCIKArlS07Pi4iaxcSnpxK1amYbTN+b83AnjFqnMRBEHMpZMNJplwbpPfTIGU5bn0FLOWF/Mts+g4L9swgGKxbEuDn26LspyMBCAK5nqWdV2nnGXOdKbKb6KezEmutmAA1nqWvyoIwsuCIPwOwOUA/sLCcxEEQZToSDp/it9MnjzLc2mMBJCOBxcdTMI8y17PpU5GgjY1+NmjLIuigKZYCKMZ85RlqThRJUQ2DG50NUVxdCwLXV/eEGAoy+4uli27Uuu6/j6rjk0QBLEU4YAP6XjQ0VP8pklZfgM96cUTMUppGAFv/8xSsQDGD9vT4Gf1qGtGOh40VVkuFJtASVnmR2cqgoykYiIrIxVb2mIxmZOxtjVu08qsgd5pBEF4ko5U1LHxcQVFhaRolLM8j950fNEpfrlSzrK31cTGSBCTOaksxa4WVE2D32dPsdwcD2LUxAa/fNGSQ8oyP7qaivFxZVgxJnKyqzOWASqWCYLwKJ3JiGNtGJmCcbMnG8ap9LTEMDJTwNQCk8Gykgq/KLi6o74cUtEAZFVHpqikW4Wq2xMdB8CwYZjY4FeQSVnmTVcpa3npa6yu65j0gA2D3mkEQXiSjlQEAxM5aA7MWp7JGyppPOzuG4jZlJr8FvAtZyXV86oyMHcwibVNfnZFxwFAc4xsGF6js4llLS+tLOdkFZKqIUkNfgRBEM6jMxWBpGgYMbGxyCymC4ZySsryqaxuWTwRIyepnp7ex2ARW1Y3+dnV4AcYnuXpglKyT9RKQTGOQznL/GgIB9AYCSybiMHex6QsEwRBOBAnJ2IwZTlBDX6n0NUUhShgQd9yVlY9n7EMoKTA2VEs29Xgx7KWx0zyLf+/9u4/yLW7vO/455FW2tXZ3bs694d97V3/5leCIaF4KJSfCTCQloRCyoSmUFIPYdpmSCdt0ik0TVMgaZihKSWZUtxpG+jQtBTqwECLGQqBAJMmNhBiQynGELAN+F777t7V3ZV2JX37xzlHd71endXROTpH0nm/Zu743tWu9uxjfbWPHj3f50tleTpcc7JxbBvG5dP76FkGgKlz8GCSadPqhG0YVJYfZXGhqg3f033nWo+5bXevq0YJKonRZIELE2/DcPlt8At/pqxaMQYb/Bbm//Ewza7xvWPbMDZ3g//nVJYBYAoNKstTOBFjkCxTWX6MG88cPT5upyxtGFFlecKn+PVcfqPjospyVi1Rg8pyjRSmSMHBJPH7QrYGlWWSZQCYOqthT900tmFsR20YVJYfI5q1fHh0Wlk2+K1FG/wyHLV2lF6/n2vPsiQ9klFlOZqGsURluVDXnPS01+3rXMykk+hFH5VlAJhS683Rj2TNE5Xl4W48vaydvZ5+cPHRv4B39rqlqCwvLlTl1auTryzndNy1dLmynNUpftEGPyrLxYrGx8U9xw42+NGzDADTacNvTGcbRruriqkUPbhJ3XgmOOnrvvOP7lsO2jDK8eLC9+q59CznNWd5uV7V4kIls55l5ixPh2ui8XExm/w2d/dUX6hoacZf2Mz21QNAjHU/OJhk0qehJdXqdLWyuCDLKVmZJYNZy4f6lndL0oYhBf2dW3mMjstpg5+Z6dRyXeezSpa7bPCbBuvN6GCS4ZXlrZ19NRu1mX+uI1kGMLfWmw1d2utNfAxXUtvtrlY5kORIZ08saalW0X2HDibZ2evJK0kl3l+u5dOGkWMCc2plMcM2jLBnecarlbOuUa/q9Mpi7ESMzTk4vU8iWQYwxzb86ZyI0ersMzZuiErFdP2pR0/E6PeddvfLMQ1DCvo7J96G4fI7lESSTq1kd4rf5TnL5Xg8TLNrTjZix3Nu7e7PfL+yRLIMYI5tDDagTFuy3GVzX4ybzqw8Klluh2+7N0rSs9z08mjDUG4b/CTp1PKiHo6ZmpBEe78nM6mWUxsJhjtu1vLm7v5gwsssI1kGMLeiWcvTNhGj1e5SWY5xw+llfeeRHe33ggrizl6QLJemsuwFbRiT7LXPc3ScFIyPO39pL5OfqdPta3GhMvN9sPNgw2/owc22uuFaPWxrZ28wO3yWkSwDmFtNryavXp26NoxtKsuxbji9rF7f6TvhxqHdvaiyXI5k2ffq6vWdtsMRg5OQ5+g4KWjD2Ov2dSn8f5lGZ7+npZL0r0+7a0566vWdvrfVPvL2zd356Fnm2RrA3DKzYHzctLVhtLscSBLjxjPhRIxzl3TTmZXSVZaj0842L+3rxIQ2guY5Ok4K2jAk6eFWJ/W7KlFlGcWLZi1/4M7vDibZRPoueFeo6c1+zzLP1gDmWnAwyZQlyx3aMOIcHh+3sxdUWMuSLEfJxebunq6VN5HvUcQGP0k639rTdaeWj/nseO39Hpv7psTjr1zRQsX0O5+6d+jnXHNyMo/hPPFsDWCurfsNffE7m0VfxkCv77Sz16MNI0bTq+vkcl3//a7v6pvnWnpoO9gYVp5DSYJq8oUJbvLr9XJuwzhQWU6LyvL0uPLEkv7Pm184OJX0sIVqRVevLeV8VdkrxzMPgNLa8D1t7e5PTTV3cNT1FFzLNHvZU6/SHfd8X5/++kOSpJvOLA/aM+Zd1OO5OcHxcUVVlh++lP5n6nT79CxPkVMri4MjzecVz9YA5lo0EeOBC7t64tnVgq/mcrK8SmU51ltefrPe8vKbi76MQgzaMCZZWc55dNzJ5TBZzqSy3KOyjFzxaAMw19b96Rof12pHleXZ3yGOyRhs8Jtospzv6LilWlWriwuZHHnd3u9rkdP7kCMebQDm2rSd4tfqBAkQPcsYplataHVxYaKn+OV93LUUnuKXSRsGG/yQL5JlAHPt9PKi6guVqRkft92mZxnHW/Nq2tqdZGXZqZpjZVkKelszacPY72uJyjJyxKMNwFyrVGyqxsfRs4xR+F59spXlnDf4SdKp5boeyWiDH5Vl5IlkGcDc2/Abun9a2jCoLGMETa824Z7lfEfHSUFlOZueZTb4IV882gDMvfXm9JziNxgdR2UZMZpefbKj4/pFVZY76vddqvthzjLyxqMNwNxbbzZ0vtVRe79X9KUMepaXS3LABsbTbNS0OaGeZeec+k6FbPDrO6X+uTrdHnOWkSuSZQBzb+Pk9EzEaHW6Wq5Xc99chdnihxv80lZhj9IL7zP3yvJK+lP8nHNUlpE7Hm0A5t5605OkqWjFaLW7tGDgWGteXc5JF9vZV5d7LkiW8+5ZPh0eTJKmb3mv15dz0iKVZeSIZBnA3Lt8MMkUJMtTcuw2ppvvTe5gkqiyXMToOEl6+NL4leVOty9JVJaRKx5tAObelauLqlZMD2wWf4rfdqerlSVO70O8ZpgsT2J8XHFtGNGR1+P/TJ39MFmmsowckSwDmHsL1YquWluakjaMfa1SWcYxml6QWE5ik1+ULOe9wc/36jJTqlP8Ot1gky6VZeSJRxuAUpiWg0low8Aomo2oDWOCleVqvslytWI66dVTbfBr79OGgfzxaANQCut+YzqmYbDBDyPwo8ryJHqWXTGVZUk6uVxP14YxqCzThoH8kCwDKIUN39MPLra1F24QKso2lWWM4EQj6lmeXBtG3j3LUtC3nMkGvxrpC/LDow1AKWw0G+o76ftb7cKuwTmnS52uVqks4xjViunE0oK2JtiGkffoOCmYiJHFBr8lKsvIEckygFIYjI8rcCLG7n5PfScqyxiJv1yfaGW5WkAbxunlus6n6VmO2jCoLCNHPNoAlMJGmCwXORGjFR51Tc8yRjGpI6+L2uAnBZXli+3u2O1QHTb4oQA82gCUwlVrDZkVezDJdidMlqksYwRNrz7RaRhFbPCLZi0/Mub4ODb4oQgkywBKob5Q0RWri4VOxIgqy/QsYxRNrzbRaRiFbPBbDk7xG7cVI9rgt0QbBnLEow1AaWz4XrFtGIPKMif44Xi+V5/oCX5FbPA7nbayvE9lGfkjWQZQGuvNRqEb/LbbtGFgdGuNmrbbXXV72Y47LHJ03Mnl8MjrMcfHMToOReDRBqA01v2GvrfZHiQLeYsqy7RhYBS+F7wDsZXxJr+iR8dJGnt83CBZZoMfcsSjDUBpbPgNdftOD20XM2u51Q6SHirLGEUzOsVvQslyEaPjTiwtqFY1nR83Wd7vyUyqV0lfkB8ebQBKY70ZzlouqG85qiwvkyxjBM2wspz1RIwi2zDMTKeWF/XwmBv82t2+FhcqsgISfZQXyTKA0ih61vJ2p6vFhYrqvIWMEQwqyxlPxCiyDUOKjrwev7LM5j7kjWdsAKWx3vQkqbDxca02R11jdP6gspxxslzg6DgpOvJ6/A1+9CsjbzziAJRGo17VqeV6oW0Y9CtjVM1GUFnOenxc0ZXl4Mjr8Tf4LdWoLCNfJMsASmXdb+j+C8WMj2u1uxx1jZGtLi2oYpObhlFcZbk+9pzl9n6PyjJyx7M2gFJZbzb09R9sF/K9t6ksI4FKxbTWqE2uslzQJrmTy4va3e/pp9/9BSW9gm881NI1JxsTuS5gGJ61AZTKht/Qp/7vQ3LO5b6jvtXu6uomv+gxOt+rT2yDX7WgyvKPP+kK/fF9D6vbT37Yys3rJ/TSJ5+dwFUBw5EsAyiV9WZDnW5f51t7OrO6mOv3bnXY4Idk1rza3G3we+LZVb331mcU8r2BcdD4A6BU1v3iJmKwwQ9J+V5dm7vztcEPmDUkywBKpchZy2zwQ1LNRk0XLs3XBj9g1pAsAyiVdT86xS/fiRidbk97vT6VZSSy5tUmNg2jqA1+wKwhWQZQKieWalpdWsi9DaPVDo66JllGEr5XV6vT1V43+Wa4YQaV5SrJMjAKkmUApbPhe7m3YbQ6JMtIrhme4pdldTna4FelsgyMhGQZQOmsNxu5n+K3HVWW6VlGAk0vOMVvM8NZy2zwA5IhWQZQOht+Qw9s7sqFFbY8RJXlVSrLSKDZCCrLm1lWltngByRCsgygMv5v2QAAGWdJREFUdDb8hlqdri7udnP7ni0qyxiDH1aWL4x5PPRRqCwDyZAsAyid9fAUve/mOBGDnmWMI+pZprIMFIdkGUDpROPj8pyIsd2hsozkBslylj3LjtFxQBIkywBKZyM6xS/HTX5RG8bqYi2374nZt7K4oIWKZXrkda9HZRlIIlWybGavMrN7zKxvZrccuu1NZnavmX3dzF6S7jIBIDu+V1OjVs11Ikars69qxbRUo0aB0ZmZml4t2zaMaHQcyTIwkrTvB94t6ZWS3nPwg2b2w5JeLenJkq6W9Ekze4Jzrpfy+wFAamamdb+hBzZz7Flud7WyuCDjrW8ktNaoZT46zkw8FoERpSpxOOe+5pz7+hE3vVzSf3XOdZxz35J0r6RnpPleAJClaHxcXrY7XTb3YSy+V8+2DaPvaMEAEpjU+4Hrkr574N/3hx8DgKmQ98EkrXZXq2zuwxiaXk0XMk6W2dwHjO7YZNnMPmlmdx/x5+VxX3bEx46c/m9mbzCzO83sznPnzo163QCQyrrf0ObOvi518pm13KKyjDE1vbq2Mm7DoLIMjO7YZ27n3IvGuN/7JV1z4N8bkh4ccv+3SbpNkm655Zb8jtMCUGrRrOUHNnf1hCtXJ/79Wp2uTi7XJ/59MH+ajYwry85xIAmQwKTaMD4i6dVmtmhmN0h6vKQ/mdD3AoDEovFx9+d0MEm0wQ9Iyl+ua3e/p/Z+NnvkqSwDyaQdHfcKM7tf0rMkfczM7pAk59w9kj4g6auSPi7pF5iEAWCabEQHk+TUt7zdoWcZ41lrBLO5tzIaH9frO8bGAQmkeuZ2zt0u6fYht/2GpN9Ic/8AMClnVhZVr1Z0f04TMagsY1y+F7TvbO7s68oTS6nvjw1+QDJMxwdQSpWK6ermUi4TMbq9vnb3e1rh9D6MITry+kJGm/xowwCSIVkGUFrrfiOXNoxLnaALbYU2DIwhasPIatZyr88GPyAJkmUApbXezOdgku1OkOSs0oaBMfjLURtGRpVlR2UZSIJkGUBpbfiezm13MpsyMEwrnOVMZRnjaEaV5Qw3+FFZBkZHsgygtKJZyw9OuLrcaofJMpVljMGrV1WvVuhZBgpCsgygtNb9yweTTNI2lWWkYGZa82rayrJnmWkYwMhIlgGUVl6zlqPKMj3LGJfv1TKtLDNnGRgdyTKA0jp7YknVik18fBw9y0ir2ahnNw2DDX5AIiTLAEproVrR2RNLE2/DoGcZaTW9WqYn+LHBDxgdyTKAUstj1nJUWV6ukyxjPM2M2zCoLAOjI1kGUGobzYbuv7Az0e/R6gRHXVPNw7h8L8M2DDb4AYmQLAMotXW/oe9fbGu/15/Y92i1u7RgIJU1r6ZOt6/dvfQzwXt9p4UqyTIwKpJlAKW23myo76Tvb7Un9j1anS6b+5CK74Wn+O2mb8XoOSrLQBIkywBKbcP3JGmiEzG2O1SWkU50it+FS+lbMRgdByRDsgyg1PI4mKTV3tcqlWWk0MyysswGPyARkmUApXbV2pKkyR5M0qKyjJSaXlBZzmKTHxv8gGRIlgGU2lKtqitWFyc6EYMNfkhr0LOcUbLMBj9gdCTLAEpv3W9MtA1jmw1+SCmqLGcxa5kNfkAyJMsASm+9Oblk2TmnVqerVSrLSGGpVtVSrZLJKX70LAPJkCwDKL0N39ODm7vq913m972z15NzorKM1JqNui5cymaDHwfkAKMjWQZQeut+Q/s9p4e2O5nfd3TU9cpiLfP7Rrk0vZo2M6osV2nDAEZGsgyg9Daa0fi47Df5bbfDZJnKMlJqejVtZtGzzAY/IBGSZQCltxHOWp7EwSRRZZmeZaTVbNQzmYbRZ4MfkAjJMoDSW59kskxlGRnxl2u6kEGy3GWDH5AIyTKA0vPqC/K92kQmYrQ6QXLDnGWktdaoa2t3T86l24jKBj8gGZJlAFAwEWMSleVBzzLJMlLyvZr2e047e71U98PoOCAZkmUAUDhreQKn+A16lmnDQEpZHUxCZRlIhmQZAHT5FL+0b3EfFvUsL1NZRkrNjI68ZnQckAzJMgAomIjR3u/rkQwOfTio1elqqVZRrcrTLdJpNoLKcupk2dGGASTBszcAKGjDkLKfiLHd6XIgCTLhL4eV5d3xX9D1+07OiTYMIAGSZQDQ5fFxWU/EaLW79CsjE1FlOc34uF7YZkRlGRgdyTIASNpoepKkBzKuLLc6XSZhIBNr4Qa/rRQb/Hr9IFmmsgyMjmQZACSdaCxodXFB92c8EaPVJllGNhYXqvLq1XSV5T6VZSApkmUAkGRmg4kYWdrudDm9D5nxvXRHXkdtGBx3DYyOZBkAQuvNRuYb/Fqdfa1SWUZG1ho1baZpw+gFyXKVyjIwMpJlAAht+I3se5bbVJaRHX+5ps1dNvgBeSJZBoDQut/QdqerrRTJyEHOOTb4IVPNRj3VCX59NvgBiZEsA0BoPeOJGJ1uX/s9R2UZmWl6NW2l6FnussEPSIxkGQBCG350MEk2EzFaneCoa3qWkZWmF7RhjHss+2B0HBv8gJGRLANAKOuDSVrtIFmmsoys+F5dvb7TdvhCLKnB6LgqyTIwKpJlAAidWq5rqVbJrA0jqixz3DWyshae4rd5abxWDEbHAcmRLANAyMwyHR+3HVWWacNARppeXZK0uTveJr+osszoOGB0JMsAcMC672XXhhH1LNOGgYz44ZHX4x5Mwgl+QHIkywBwwHozu1P8Wp0goaGyjKw0w2R53PFxbPADkiNZBoADNvyGHrm0p5298TZQHcQGP2QtasMYdxY4G/yA5EiWAeCAaHxcFpv8tjv0LCNb0Qa/C2zwA3JDsgwAB6w3w1nLGbRitNpd1aqmxQWeapGNWrWi1cWF1Bv8Fio8JoFRsVoA4IANPzjFL4uJGK1OV8uLCzKqeMjQmldLvcGPXBkYHcsFAA64YnVRtapl0obRandpwUDmfK+uzZQb/Kq8gANGRrIMAAdUKqar1rKZiLHdIVlG9ppeTRfSjo5jgx8wMpJlADgkOJhkJ/X9tNpdZiwjc02vPv40DDb4AYmRLAPAIRt+I5s2DCrLmIBmozb+nOUeG/yApFgtAHDIut/QQ9sddbq9VPfT6nS1slTL6KqAgO/VtLW7r37YUpHEoLLMb39gZCwXADgkGh/34GY71f1ss8EPE7Dm1eWcdLGdvBWD0XFAcqwWADgkGh+XthWj1dmnZxmZ88Mjr8cZHzeYhsFvf2BkLBcAOGRwit/m+Jv8ur2+2vt9KsvIXDNMlsfpWx7MWWaDHzAykmUAOOTs2pIqlq6yfKkT9DuTLCNrTa8uSdocYyIGbRhAcqwWADikVq3o7ImlVKf4bXeCRGaFNgxkrNmI2jDGqCyzwQ9IjGdxADjCut/Q5+49r1/6b18e6+u3w81Xq1SWkTE/qiyn6FmmsgyMjmdxADjCT9x8lX7vC9/WXX9xYez7eOKVq/rhq09keFWAdKKRfoMfuTIwOpJlADjCrc+5Qbc+54aiLwN4jGrFdGJpYbw2DCrLQGKsFgAAZoy/XE+1wa/KNAxgZCTLAADMmODIa9owgDywXAAAmDFNr66tFNMwaMMARsdqAQBgxjQ9KstAXlItFzN7lZndY2Z9M7vlwMevN7NdM/ty+Offpb9UAAAgBePj2OAH5CPtNIy7Jb1S0nuOuO2bzrkfTXn/AADgkLVGTRfbXXV7fS1UR098Lx93PakrA+ZPqmTZOfc1STJ21QIAkBvfC2YtX2x3dXK5PvLX9fpO1YrxextIYJLvw9xgZl8ys8+Y2XMn+H0AACiVZniK34WErRg95xgbByR0bGXZzD4p6ewRN/1T59yHh3zZ9yRd65x72MyeLukPzOzJzrmLR9z/GyS9QZKuvfba0a8cAICSanrjneLX6zs29wEJHZssO+delPROnXMdSZ3w73eZ2TclPUHSnUd87m2SbpOkW265xSX9XgAAlE1UWU66ya/Xd2zuAxKayIoxszNmVg3/fqOkx0u6bxLfCwCAsvHTVJbpwgASSTs67hVmdr+kZ0n6mJndEd70PElfMbM/k/RBSX/XOfdIuksFAACS1GyM2bPcd4mmZwBIPw3jdkm3H/HxD0n6UJr7BgAAR1tdWlDFpK3dhJVl51Rhgx+QCC8vAQCYMZWKaa1RS15Z7jkt0IcBJEKyDADADApO8UteWa6SLAOJkCwDADCD1rxa8jYMRscBibFkAACYQb5XH2+DH9kykAgrBgCAGdRs1MZqw6ALA0iGZBkAgBm05o2RLPeoLANJsWIAAJhBvldXq9PVfq8/8tf0nFOF0jKQCMkyAAAzqDnGKX5BzzLJMpAEyTIAADOo6QWn+G3tjr7JL5iGQbIMJEGyDADADGo2gsryhYSV5Sq5MpAIyTIAADPIDyvLydsw+NUPJMGKAQBgBkU9y0lmLQcb/CZ1RcB8YskAADCDomR5i8oyMFGsGAAAZtDK4oIWKpassswGPyAxkmUAAGaQmanp1bS5y+g4YJJIlgEAmFFrjZo2k1aWjWQZSIJkGQCAGeV79cTTMKr85gcSYckAADCjml4t2ZxlxwY/IClWDAAAM6rp1bWVoA2jzwY/IDGSZQAAZlSzkWyDX5cNfkBiJMsAAMwof7munb2eOt3eSJ/PBj8gOZJlAABm1Foj2cEkjI4DkiNZBgBgRvleXZJG3uQXHHdNsgwkQbIMAMCMio68HnXWMqPjgOQWir4AAAAwnqgN4/P3ntfO3vF9y539HqPjgIRIlgEAmFFXrS2pYtK7PnXvyF9zIkywAYyGZBkAgBl1amVRn/7lF4zcs1wx6UlnT0z4qoD5QrIMAMAMu+7Usq47VfRVAPOLxiUAAABgCJJlAAAAYAiSZQAAAGAIkmUAAABgCJJlAAAAYAiSZQAAAGAIkmUAAABgCJJlAAAAYAiSZQAAAGAIkmUAAABgCJJlAAAAYAiSZQAAAGAIkmUAAABgCJJlAAAAYAiSZQAAAGAIc84VfQ0DZnZO0l8UfBmnJZ0v+BqmFbE5HjEajtjEIz7xiM/RiEs84nO8MsfoOufcmeM+aaqS5WlgZnc6524p+jqmEbE5HjEajtjEIz7xiM/RiEs84nM8YnQ82jAAAACAIUiWAQAAgCFIlh/rtqIvYIoRm+MRo+GITTziE4/4HI24xCM+xyNGx6BnGQAAABiCyjIAAAAwROmSZTOzoq8BmFesLyB7rCugWKVLliUtRH/hCeixzOxnzexHwr8THyTF+hqCtYUUWFcxWFuYtNIky2b2UjO7Q9I7zOwVkuRo2B4wsxeZ2R9Jeqekp0nE5yAz++tm9jtmdrLoa5lGrK/hWFvxWFvDsa7isbbisbays3D8p8yu8BVmTdJvSnqWpLdL2pD0KjO72zn3jSKvr2hhfJYkvVfSFZLeJunlkrzw9qpzrlfcFRYvjNErJP2GpFVJf2hmtzvn+sVeWfFYX8Oxto7H2joa6yoea+t4rK3szXVl2QX2JH1c0vOdcx+R9AVJ+5K+VejFTYEwPruS3u+ce4Fz7g4F8XlteHupn3CkQZXiPknPkfQPJL1GwS+u0mN9DcfaOh5r62isq3isreOxtrI3l8mymf2imf17M3u9JDnnPumc65rZX5X0PyQ9QdJvmtnPhJ9fqh6nA/H5eUlyzn04/HhVwZPxPWZ2TZHXWCQze52ZvfjAh+52zj3snPuQgl9YrzSzekGXVzjW13CsrXisreFYV/FYW/FYW5M1d8mymf2cpJ+V9CFJrzWzN5vZ48Kbz0t6qXPuWZL+UNKtZnZ9mXqcDsXnNWF8bpQGr8gvSvoRSZuFXWRBzMw3sw9K+i1J/yp8Epak/oFfTP9G0k9KuvnQ15biFxfrazjW1nCsrXisq3isreFYW/mYu2RZ0gslvd0593FJ/0hSXdLfkiTn3J845/5f+HlflXROUreQqyzOUfF5TXSjc+7PJe1KenUxl1cc59wFSZ+Q9EOS7pL0awduc+F/Py/py5J+wsyeZGZvOHh7CbC+hmNtDcHaOhbrKh5rawjWVj7mJlk2s+hn+ZKkl0mSc+5OSX8s6Soze/ahL/k5BRsCHs7rGot0THyujuITvtL8hKSlMr3qPPCzvs85tynp3yp42+o651zfzKoHYvhOSW+S9BkFG0zm/hU662s41lY81tZwrKt4rK14rK38zGyybGZnw/9WJOnALs/PS6qY2fPCf98t6XuSrg4//2+b2d2SbpD098KNAnNn3PiErzSvkHRpnl91HhGf6BV4O/zvn0r6Xwp2E8s51wuffK6U9LuSPiXpR51zbzv49fPCzJ5sZkvRv1lfl40bmxKtrcPxYW2FzOzZZnZT9G/W1aONG58Sra3D8WFt5WTmkmUze5qZ/W9Jb5UuL6YDr56+IekeST9jwQiZ+yWdVfAkI0lfkfQG59zrnHM/yPfqJy9FfK4/cDe/7Jz7j/lddX5i4mMHYhT5XUmPC3/5nzGzGxT0D77ROfdTzrnv5XrxOTCzp5rZ5xSMYzp14OOlX18pYnP9gbuZ57U1LD6lX1tm9pfM7BMKkpW1Ax8v/bqSUsXn+gN3M89ra1h8Sr+28jIzyXL4oPjXkt4n6b3OuZ8/cFvlwCvQbUl/pKCn6R1mVpPkK3iwyDn3ZefcF/K9+snLID6Dt/VcMLZorowQHxe+Am+Y2YokOee+I+l2SX+uIGZ++Er9O0X8DDn5VUkfdM69wjn3gDSYW1rq9RUaNzZzvbYOGBaf0q4tM6uZ2Xsk3SbpXZLukPSC8LbSr6sM4jPXa2uE+JR2beVtZpLl8O2CVUlfcs69T5LM7KaDiaCZvVXSf5G0paDJ3VfwYNlSMMB8bhGfeCPG519Ier+kG8N//01Jf1/SOyQ9xTn3xUIuPgdmVgnf3ms5594ZfuzFZtaUZOG/36YSPn6ITbwR4/NWlXNtLUr6rKTnOuc+qmAE3A+Z2YIL5wGHzzulfOyI+BxnlPj8c5VzbeVqqk/wM7NnSnrEXd4J/A8l/amZ/Zqkl0j6gaSWmb1TUkvSTZLe5Jy7N/z6WyUtO+e287/6ySM+8caIz+Ml/eMoPgpmd77AOTeXBwEcjE9YnXhI0nPN7GWSXi+poSBGXzOz31fwZFyKxw+xiTdGfG5SSdbWoeedS8659x+4uSqp54L5ySbpKQqed/6Jc+6b4deX5rEj4vMYY8TniZJ+JYqP5nhtFco5N3V/JDUlfUzBWy+/qmBhRLf9ooIRKM9T8Krr7ZL+paQzBz6nUvTPQHxmOj7Von+GAuPzZklflPRT4b+fJ+nDkp5VhscPsZl4fOZ2bQ2LjYLqeiX8++MUvIjwo9vK/tghPpnFZ27X1jT8mdY2jGUFvTlvDP8e7YCVc+5dkn7MOfdZ51xH0h9IukXSjvSY/tx5RXzipY3PvB+XOjQ+kj6qYNPMyfDfd0r6vqS2VIrHD7GJlzY+87y2joyNC/TDjVjfDj/n+dFtUrkfO8RnIG185nltFW5qkmULRuM838xOuGBzyG2SPqDgifYvm9nV0ee6YAh35OmSviupF942lwuK+MQjPvFGiM+6JDnnviLpVyT9gpmdVjD4/ykKN9LMY3yITTziM9yozztmZuHPH43Ui15AmDSfsZGIz3GIz+woNFm2wFVm9mlJr1NwYtG7zey0c67tnNuR9EkFDf0/fuDrFs3sBWZ2p4Le099y4ZzBeUJ84hGfeOPGxzn3HyT9vqRfl/TTkl7v5mwnNbGJR3yGGyc2zjlnwfSCloK31Z8ZfbyYn2JyiE884jObCkuWw//x0YSCB5xzL1Swg/MRBa+uJA2Oafy2pCeZ2ZqZNcK3z/ckvc0595Pu8gauuUF84hGfeGPE54lhfFbDj/+2pF9yzr3EOffV3H+ACSI28YjPcCmed7wDb5Pf6pz79XyvPB/EJx7xmV2W9wsTM1uQ9BYFuzr/p6QTkv6Gc+514e0m6UFJr3bOfSb82IqCQffPlnStpKc55x7M9cJzQnziEZ94KePzVyRdpzmND7GJR3yGIzbxiE884jP7cq0sm9nzJd2l4O2FexWcorYv6cfM7BnS4G2Ftyh4Gy/y1xS8+vqygrmBc/mAIT7xiE+8DOLzZ5rT+BCbeMRnOGITj/jEIz7zIe85y31J73DO/WdJMrOnSbpBwaDxd0t6ugU7Pm9X8EC63jn3bQXN7C9yzn025+vNG/GJR3ziEZ/hiE084jMcsYlHfOIRnzmQd8/yXZI+YGbV8N+fl3Stc+73JFXN7I0u2NW5oWDw9rclyTn34ZI8YIhPPOITj/gMR2ziEZ/hiE084hOP+MyBXJNl59yOc67jLjeqv1jSufDvf0fBMY4fVbCb+ovS5dEoZUB84hGfeMRnOGITj/gMR2ziEZ94xGc+FHLcdfgKy0m6UtJHwg9vKzgB6mZJ33LBzMFSjkYhPvGITzziMxyxiUd8hiM28YhPPOIz24oaHdeXVJN0XtJTw1dV/0xS3zn3uegBU2LEJx7xiUd8hiM28YjPcMQmHvGJR3xmWO6j4wbf2OyZkr4Q/vlPLhhmjxDxiUd84hGf4YhNPOIzHLGJR3ziEZ/ZVWSyvCHptZJ+2wWHROAA4hOP+MQjPsMRm3jEZzhiE4/4xCM+s6uwZBkAAACYdoUddw0AAABMO5JlAAAAYAiSZQAAAGAIkmUAAABgCJJlAAAAYAiSZQAAAGAIkmUAAABgCJJlAAAAYIj/D3kpMYoVrSw+AAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 864x576 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "%matplotlib inline\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "engine.df_rpnl.plot(figsize=(12, 8));"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Multiple runs of the backtest engine"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "THRESHOLDS = [\n",
    "    (-0.5, 0.5),\n",
    "    (-1.5, 1.5),\n",
    "    (-2.5, 2.0),\n",
    "    (-1.5, 2.5),\n",
    "]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Backtest started...\n",
      "Processing total_ticks: 753\n",
      "2015-01-02 TICK WIKI/AAPL open: 111.39 close: 109.33\n",
      "2015-01-05 TICK WIKI/AAPL open: 108.29 close: 106.25\n",
      "2015-01-06 TICK WIKI/AAPL open: 106.54 close: 106.26\n",
      "2015-01-07 TICK WIKI/AAPL open: 107.2 close: 107.75\n",
      "2015-01-08 TICK WIKI/AAPL open: 109.23 close: 111.89\n",
      "2015-01-09 TICK WIKI/AAPL open: 112.67 close: 112.01\n",
      "2015-01-12 TICK WIKI/AAPL open: 112.6 close: 109.25\n",
      "2015-01-13 TICK WIKI/AAPL open: 111.43 close: 110.22\n",
      "2015-01-14 TICK WIKI/AAPL open: 109.04 close: 109.8\n",
      "2015-01-15 TICK WIKI/AAPL open: 110.0 close: 106.82\n",
      "2015-01-16 TICK WIKI/AAPL open: 107.03 close: 105.99\n",
      "2015-01-20 TICK WIKI/AAPL open: 107.84 close: 108.72\n",
      "2015-01-21 TICK WIKI/AAPL open: 108.95 close: 109.55\n",
      "2015-01-22 TICK WIKI/AAPL open: 110.26 close: 112.4\n",
      "2015-01-23 TICK WIKI/AAPL open: 112.3 close: 112.98\n",
      "2015-01-26 TICK WIKI/AAPL open: 113.74 close: 113.1\n",
      "2015-01-27 TICK WIKI/AAPL open: 112.42 close: 109.14\n",
      "2015-01-28 TICK WIKI/AAPL open: 117.625 close: 115.31\n",
      "2015-01-29 TICK WIKI/AAPL open: 116.32 close: 118.9\n",
      "2015-01-30 TICK WIKI/AAPL open: 118.4 close: 117.16\n",
      "2015-01-30 BUY signal\n",
      "2015-01-30 ORDER BUY WIKI/AAPL 1\n",
      "2015-02-02 TICK WIKI/AAPL open: 118.05 close: 118.63\n",
      "2015-02-02 FILLED BUY 1 WIKI/AAPL at 118.05\n",
      "2015-02-02 POSITION value:-118.050 upnl:0.580 rpnl:0.000\n",
      "2015-02-03 TICK WIKI/AAPL open: 118.5 close: 118.65\n",
      "2015-02-03 POSITION value:-118.050 upnl:0.600 rpnl:0.000\n",
      "2015-02-04 TICK WIKI/AAPL open: 118.5 close: 119.56\n",
      "2015-02-04 POSITION value:-118.050 upnl:1.510 rpnl:0.000\n",
      "2015-02-05 TICK WIKI/AAPL open: 120.02 close: 119.94\n",
      "2015-02-05 POSITION value:-118.050 upnl:1.890 rpnl:0.000\n",
      "2015-02-06 TICK WIKI/AAPL open: 120.02 close: 118.93\n",
      "2015-02-06 POSITION value:-118.050 upnl:0.880 rpnl:0.000\n",
      "2015-02-09 TICK WIKI/AAPL open: 118.55 close: 119.72\n",
      "2015-02-09 POSITION value:-118.050 upnl:1.670 rpnl:0.000\n",
      "2015-02-10 TICK WIKI/AAPL open: 120.17 close: 122.02\n",
      "2015-02-10 SELL signal\n",
      "2015-02-10 ORDER SELL WIKI/AAPL 1\n",
      "2015-02-10 POSITION value:-118.050 upnl:3.970 rpnl:0.000\n",
      "2015-02-11 TICK WIKI/AAPL open: 122.77 close: 124.88\n",
      "2015-02-11 FILLED SELL 1 WIKI/AAPL at 122.77\n",
      "2015-02-11 SELL signal\n",
      "2015-02-11 ORDER SELL WIKI/AAPL 1\n",
      "2015-02-11 POSITION value:0.000 upnl:0.000 rpnl:4.720\n",
      "2015-02-12 TICK WIKI/AAPL open: 126.06 close: 126.46\n",
      "2015-02-12 FILLED SELL 1 WIKI/AAPL at 126.06\n",
      "2015-02-12 POSITION value:126.060 upnl:-0.400 rpnl:4.720\n",
      "2015-02-13 TICK WIKI/AAPL open: 127.28 close: 127.08\n",
      "2015-02-13 POSITION value:126.060 upnl:-1.020 rpnl:4.720\n",
      "2015-02-17 TICK WIKI/AAPL open: 127.49 close: 127.83\n",
      "2015-02-17 POSITION value:126.060 upnl:-1.770 rpnl:4.720\n",
      "2015-02-18 TICK WIKI/AAPL open: 127.625 close: 128.715\n",
      "2015-02-18 POSITION value:126.060 upnl:-2.655 rpnl:4.720\n",
      "2015-02-19 TICK WIKI/AAPL open: 128.48 close: 128.45\n",
      "2015-02-19 BUY signal\n",
      "2015-02-19 ORDER BUY WIKI/AAPL 1\n",
      "2015-02-19 POSITION value:126.060 upnl:-2.390 rpnl:4.720\n",
      "2015-02-20 TICK WIKI/AAPL open: 128.62 close: 129.495\n",
      "2015-02-20 FILLED BUY 1 WIKI/AAPL at 128.62\n",
      "2015-02-20 POSITION value:0.000 upnl:0.000 rpnl:-2.560\n",
      "2015-02-23 TICK WIKI/AAPL open: 130.02 close: 133.0\n",
      "2015-02-23 SELL signal\n",
      "2015-02-23 ORDER SELL WIKI/AAPL 1\n",
      "2015-02-23 POSITION value:0.000 upnl:0.000 rpnl:-2.560\n",
      "2015-02-24 TICK WIKI/AAPL open: 132.94 close: 132.17\n",
      "2015-02-24 FILLED SELL 1 WIKI/AAPL at 132.94\n",
      "2015-02-24 BUY signal\n",
      "2015-02-24 ORDER BUY WIKI/AAPL 1\n",
      "2015-02-24 POSITION value:132.940 upnl:0.770 rpnl:-2.560\n",
      "2015-02-25 TICK WIKI/AAPL open: 131.56 close: 128.79\n",
      "2015-02-25 FILLED BUY 1 WIKI/AAPL at 131.56\n",
      "2015-02-25 BUY signal\n",
      "2015-02-25 ORDER BUY WIKI/AAPL 1\n",
      "2015-02-25 POSITION value:0.000 upnl:0.000 rpnl:1.380\n",
      "2015-02-26 TICK WIKI/AAPL open: 128.785 close: 130.415\n",
      "2015-02-26 FILLED BUY 1 WIKI/AAPL at 128.785\n",
      "2015-02-26 SELL signal\n",
      "2015-02-26 ORDER SELL WIKI/AAPL 1\n",
      "2015-02-26 POSITION value:-128.785 upnl:1.630 rpnl:1.380\n",
      "2015-02-27 TICK WIKI/AAPL open: 130.0 close: 128.46\n",
      "2015-02-27 FILLED SELL 1 WIKI/AAPL at 130.0\n",
      "2015-02-27 BUY signal\n",
      "2015-02-27 ORDER BUY WIKI/AAPL 1\n",
      "2015-02-27 POSITION value:0.000 upnl:0.000 rpnl:1.215\n",
      "2015-03-02 TICK WIKI/AAPL open: 129.25 close: 129.09\n",
      "2015-03-02 FILLED BUY 1 WIKI/AAPL at 129.25\n",
      "2015-03-02 POSITION value:-129.250 upnl:-0.160 rpnl:1.215\n",
      "2015-03-03 TICK WIKI/AAPL open: 128.96 close: 129.36\n",
      "2015-03-03 POSITION value:-129.250 upnl:0.110 rpnl:1.215\n",
      "2015-03-04 TICK WIKI/AAPL open: 129.1 close: 128.54\n",
      "2015-03-04 POSITION value:-129.250 upnl:-0.710 rpnl:1.215\n",
      "2015-03-05 TICK WIKI/AAPL open: 128.58 close: 126.41\n",
      "2015-03-05 POSITION value:-129.250 upnl:-2.840 rpnl:1.215\n",
      "2015-03-06 TICK WIKI/AAPL open: 128.4 close: 126.6\n",
      "2015-03-06 POSITION value:-129.250 upnl:-2.650 rpnl:1.215\n",
      "2015-03-09 TICK WIKI/AAPL open: 127.96 close: 127.14\n",
      "2015-03-09 POSITION value:-129.250 upnl:-2.110 rpnl:1.215\n",
      "2015-03-10 TICK WIKI/AAPL open: 126.41 close: 124.51\n",
      "2015-03-10 POSITION value:-129.250 upnl:-4.740 rpnl:1.215\n",
      "2015-03-11 TICK WIKI/AAPL open: 124.75 close: 122.24\n",
      "2015-03-11 POSITION value:-129.250 upnl:-7.010 rpnl:1.215\n",
      "2015-03-12 TICK WIKI/AAPL open: 122.31 close: 124.45\n",
      "2015-03-12 SELL signal\n",
      "2015-03-12 ORDER SELL WIKI/AAPL 1\n",
      "2015-03-12 POSITION value:-129.250 upnl:-4.800 rpnl:1.215\n",
      "2015-03-13 TICK WIKI/AAPL open: 124.4 close: 123.59\n",
      "2015-03-13 FILLED SELL 1 WIKI/AAPL at 124.4\n",
      "2015-03-13 POSITION value:0.000 upnl:0.000 rpnl:-4.850\n",
      "2015-03-16 TICK WIKI/AAPL open: 123.88 close: 124.95\n",
      "2015-03-16 SELL signal\n",
      "2015-03-16 ORDER SELL WIKI/AAPL 1\n",
      "2015-03-16 POSITION value:0.000 upnl:0.000 rpnl:-4.850\n",
      "2015-03-17 TICK WIKI/AAPL open: 125.9 close: 127.04\n",
      "2015-03-17 FILLED SELL 1 WIKI/AAPL at 125.9\n",
      "2015-03-17 POSITION value:125.900 upnl:-1.140 rpnl:-4.850\n",
      "2015-03-18 TICK WIKI/AAPL open: 127.0 close: 128.47\n",
      "2015-03-18 POSITION value:125.900 upnl:-2.570 rpnl:-4.850\n",
      "2015-03-19 TICK WIKI/AAPL open: 128.75 close: 127.495\n",
      "2015-03-19 POSITION value:125.900 upnl:-1.595 rpnl:-4.850\n",
      "2015-03-20 TICK WIKI/AAPL open: 128.25 close: 125.9\n",
      "2015-03-20 BUY signal\n",
      "2015-03-20 ORDER BUY WIKI/AAPL 1\n",
      "2015-03-20 POSITION value:125.900 upnl:0.000 rpnl:-4.850\n",
      "2015-03-23 TICK WIKI/AAPL open: 127.12 close: 127.21\n",
      "2015-03-23 FILLED BUY 1 WIKI/AAPL at 127.12\n",
      "2015-03-23 SELL signal\n",
      "2015-03-23 ORDER SELL WIKI/AAPL 1\n",
      "2015-03-23 POSITION value:0.000 upnl:0.000 rpnl:-1.220\n",
      "2015-03-24 TICK WIKI/AAPL open: 127.23 close: 126.69\n",
      "2015-03-24 FILLED SELL 1 WIKI/AAPL at 127.23\n",
      "2015-03-24 POSITION value:127.230 upnl:0.540 rpnl:-1.220\n",
      "2015-03-25 TICK WIKI/AAPL open: 126.54 close: 123.38\n",
      "2015-03-25 BUY signal\n",
      "2015-03-25 ORDER BUY WIKI/AAPL 1\n",
      "2015-03-25 POSITION value:127.230 upnl:3.850 rpnl:-1.220\n",
      "2015-03-26 TICK WIKI/AAPL open: 122.76 close: 124.24\n",
      "2015-03-26 FILLED BUY 1 WIKI/AAPL at 122.76\n",
      "2015-03-26 SELL signal\n",
      "2015-03-26 ORDER SELL WIKI/AAPL 1\n",
      "2015-03-26 POSITION value:0.000 upnl:0.000 rpnl:4.470\n",
      "2015-03-27 TICK WIKI/AAPL open: 124.57 close: 123.25\n",
      "2015-03-27 FILLED SELL 1 WIKI/AAPL at 124.57\n",
      "2015-03-27 POSITION value:124.570 upnl:1.320 rpnl:4.470\n",
      "2015-03-30 TICK WIKI/AAPL open: 124.05 close: 126.37\n",
      "2015-03-30 POSITION value:124.570 upnl:-1.800 rpnl:4.470\n",
      "2015-03-31 TICK WIKI/AAPL open: 126.09 close: 124.43\n",
      "2015-03-31 BUY signal\n",
      "2015-03-31 ORDER BUY WIKI/AAPL 1\n",
      "2015-03-31 POSITION value:124.570 upnl:0.140 rpnl:4.470\n",
      "2015-04-01 TICK WIKI/AAPL open: 124.82 close: 124.25\n",
      "2015-04-01 FILLED BUY 1 WIKI/AAPL at 124.82\n",
      "2015-04-01 POSITION value:0.000 upnl:0.000 rpnl:-0.250\n",
      "2015-04-02 TICK WIKI/AAPL open: 125.03 close: 125.32\n",
      "2015-04-02 SELL signal\n",
      "2015-04-02 ORDER SELL WIKI/AAPL 1\n",
      "2015-04-02 POSITION value:0.000 upnl:0.000 rpnl:-0.250\n",
      "2015-04-06 TICK WIKI/AAPL open: 124.47 close: 127.35\n",
      "2015-04-06 FILLED SELL 1 WIKI/AAPL at 124.47\n",
      "2015-04-06 POSITION value:124.470 upnl:-2.880 rpnl:-0.250\n",
      "2015-04-07 TICK WIKI/AAPL open: 127.64 close: 126.01\n",
      "2015-04-07 BUY signal\n",
      "2015-04-07 ORDER BUY WIKI/AAPL 1\n",
      "2015-04-07 POSITION value:124.470 upnl:-1.540 rpnl:-0.250\n",
      "2015-04-08 TICK WIKI/AAPL open: 125.85 close: 125.6\n",
      "2015-04-08 FILLED BUY 1 WIKI/AAPL at 125.85\n",
      "2015-04-08 POSITION value:0.000 upnl:0.000 rpnl:-1.380\n",
      "2015-04-09 TICK WIKI/AAPL open: 125.85 close: 126.56\n",
      "2015-04-09 SELL signal\n",
      "2015-04-09 ORDER SELL WIKI/AAPL 1\n",
      "2015-04-09 POSITION value:0.000 upnl:0.000 rpnl:-1.380\n",
      "2015-04-10 TICK WIKI/AAPL open: 125.95 close: 127.1\n",
      "2015-04-10 FILLED SELL 1 WIKI/AAPL at 125.95\n",
      "2015-04-10 POSITION value:125.950 upnl:-1.150 rpnl:-1.380\n",
      "2015-04-13 TICK WIKI/AAPL open: 128.37 close: 126.85\n",
      "2015-04-13 POSITION value:125.950 upnl:-0.900 rpnl:-1.380\n",
      "2015-04-14 TICK WIKI/AAPL open: 127.0 close: 126.3\n",
      "2015-04-14 POSITION value:125.950 upnl:-0.350 rpnl:-1.380\n",
      "2015-04-15 TICK WIKI/AAPL open: 126.41 close: 126.78\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2015-04-15 POSITION value:125.950 upnl:-0.830 rpnl:-1.380\n",
      "2015-04-16 TICK WIKI/AAPL open: 126.28 close: 126.17\n",
      "2015-04-16 POSITION value:125.950 upnl:-0.220 rpnl:-1.380\n",
      "2015-04-17 TICK WIKI/AAPL open: 125.55 close: 124.75\n",
      "2015-04-17 BUY signal\n",
      "2015-04-17 ORDER BUY WIKI/AAPL 1\n",
      "2015-04-17 POSITION value:125.950 upnl:1.200 rpnl:-1.380\n",
      "2015-04-20 TICK WIKI/AAPL open: 125.57 close: 127.6\n",
      "2015-04-20 FILLED BUY 1 WIKI/AAPL at 125.57\n",
      "2015-04-20 SELL signal\n",
      "2015-04-20 ORDER SELL WIKI/AAPL 1\n",
      "2015-04-20 POSITION value:0.000 upnl:0.000 rpnl:0.380\n",
      "2015-04-21 TICK WIKI/AAPL open: 128.1 close: 126.91\n",
      "2015-04-21 FILLED SELL 1 WIKI/AAPL at 128.1\n",
      "2015-04-21 POSITION value:128.100 upnl:1.190 rpnl:0.380\n",
      "2015-04-22 TICK WIKI/AAPL open: 126.99 close: 128.62\n",
      "2015-04-22 POSITION value:128.100 upnl:-0.520 rpnl:0.380\n",
      "2015-04-23 TICK WIKI/AAPL open: 128.3 close: 129.67\n",
      "2015-04-23 POSITION value:128.100 upnl:-1.570 rpnl:0.380\n",
      "2015-04-24 TICK WIKI/AAPL open: 130.49 close: 130.28\n",
      "2015-04-24 POSITION value:128.100 upnl:-2.180 rpnl:0.380\n",
      "2015-04-27 TICK WIKI/AAPL open: 132.31 close: 132.65\n",
      "2015-04-27 POSITION value:128.100 upnl:-4.550 rpnl:0.380\n",
      "2015-04-28 TICK WIKI/AAPL open: 134.455 close: 130.56\n",
      "2015-04-28 BUY signal\n",
      "2015-04-28 ORDER BUY WIKI/AAPL 1\n",
      "2015-04-28 POSITION value:128.100 upnl:-2.460 rpnl:0.380\n",
      "2015-04-29 TICK WIKI/AAPL open: 130.16 close: 128.64\n",
      "2015-04-29 FILLED BUY 1 WIKI/AAPL at 130.16\n",
      "2015-04-29 BUY signal\n",
      "2015-04-29 ORDER BUY WIKI/AAPL 1\n",
      "2015-04-29 POSITION value:0.000 upnl:0.000 rpnl:-2.060\n",
      "2015-04-30 TICK WIKI/AAPL open: 127.5 close: 125.15\n",
      "2015-04-30 FILLED BUY 1 WIKI/AAPL at 127.5\n",
      "2015-04-30 POSITION value:-127.500 upnl:-2.350 rpnl:-2.060\n",
      "2015-05-01 TICK WIKI/AAPL open: 126.1 close: 128.95\n",
      "2015-05-01 SELL signal\n",
      "2015-05-01 ORDER SELL WIKI/AAPL 1\n",
      "2015-05-01 POSITION value:-127.500 upnl:1.450 rpnl:-2.060\n",
      "2015-05-04 TICK WIKI/AAPL open: 129.5 close: 128.7\n",
      "2015-05-04 FILLED SELL 1 WIKI/AAPL at 129.5\n",
      "2015-05-04 POSITION value:0.000 upnl:0.000 rpnl:2.000\n",
      "2015-05-05 TICK WIKI/AAPL open: 128.15 close: 125.8\n",
      "2015-05-05 BUY signal\n",
      "2015-05-05 ORDER BUY WIKI/AAPL 1\n",
      "2015-05-05 POSITION value:0.000 upnl:0.000 rpnl:2.000\n",
      "2015-05-06 TICK WIKI/AAPL open: 126.56 close: 125.01\n",
      "2015-05-06 FILLED BUY 1 WIKI/AAPL at 126.56\n",
      "2015-05-06 POSITION value:-126.560 upnl:-1.550 rpnl:2.000\n",
      "2015-05-07 TICK WIKI/AAPL open: 124.77 close: 125.26\n",
      "2015-05-07 POSITION value:-126.560 upnl:-1.300 rpnl:2.000\n",
      "2015-05-08 TICK WIKI/AAPL open: 126.68 close: 127.62\n",
      "2015-05-08 SELL signal\n",
      "2015-05-08 ORDER SELL WIKI/AAPL 1\n",
      "2015-05-08 POSITION value:-126.560 upnl:1.060 rpnl:2.000\n",
      "2015-05-11 TICK WIKI/AAPL open: 127.39 close: 126.32\n",
      "2015-05-11 FILLED SELL 1 WIKI/AAPL at 127.39\n",
      "2015-05-11 BUY signal\n",
      "2015-05-11 ORDER BUY WIKI/AAPL 1\n",
      "2015-05-11 POSITION value:0.000 upnl:0.000 rpnl:0.830\n",
      "2015-05-12 TICK WIKI/AAPL open: 125.6 close: 125.865\n",
      "2015-05-12 FILLED BUY 1 WIKI/AAPL at 125.6\n",
      "2015-05-12 POSITION value:-125.600 upnl:0.265 rpnl:0.830\n",
      "2015-05-13 TICK WIKI/AAPL open: 126.15 close: 126.01\n",
      "2015-05-13 POSITION value:-125.600 upnl:0.410 rpnl:0.830\n",
      "2015-05-14 TICK WIKI/AAPL open: 127.41 close: 128.95\n",
      "2015-05-14 SELL signal\n",
      "2015-05-14 ORDER SELL WIKI/AAPL 1\n",
      "2015-05-14 POSITION value:-125.600 upnl:3.350 rpnl:0.830\n",
      "2015-05-15 TICK WIKI/AAPL open: 129.07 close: 128.77\n",
      "2015-05-15 FILLED SELL 1 WIKI/AAPL at 129.07\n",
      "2015-05-15 POSITION value:0.000 upnl:0.000 rpnl:3.470\n",
      "2015-05-18 TICK WIKI/AAPL open: 128.38 close: 130.19\n",
      "2015-05-18 SELL signal\n",
      "2015-05-18 ORDER SELL WIKI/AAPL 1\n",
      "2015-05-18 POSITION value:0.000 upnl:0.000 rpnl:3.470\n",
      "2015-05-19 TICK WIKI/AAPL open: 130.69 close: 130.07\n",
      "2015-05-19 FILLED SELL 1 WIKI/AAPL at 130.69\n",
      "2015-05-19 POSITION value:130.690 upnl:0.620 rpnl:3.470\n",
      "2015-05-20 TICK WIKI/AAPL open: 130.0 close: 130.06\n",
      "2015-05-20 POSITION value:130.690 upnl:0.630 rpnl:3.470\n",
      "2015-05-21 TICK WIKI/AAPL open: 130.07 close: 131.39\n",
      "2015-05-21 POSITION value:130.690 upnl:-0.700 rpnl:3.470\n",
      "2015-05-22 TICK WIKI/AAPL open: 131.6 close: 132.54\n",
      "2015-05-22 POSITION value:130.690 upnl:-1.850 rpnl:3.470\n",
      "2015-05-26 TICK WIKI/AAPL open: 132.6 close: 129.62\n",
      "2015-05-26 BUY signal\n",
      "2015-05-26 ORDER BUY WIKI/AAPL 1\n",
      "2015-05-26 POSITION value:130.690 upnl:1.070 rpnl:3.470\n",
      "2015-05-27 TICK WIKI/AAPL open: 130.34 close: 132.045\n",
      "2015-05-27 FILLED BUY 1 WIKI/AAPL at 130.34\n",
      "2015-05-27 SELL signal\n",
      "2015-05-27 ORDER SELL WIKI/AAPL 1\n",
      "2015-05-27 POSITION value:0.000 upnl:0.000 rpnl:0.350\n",
      "2015-05-28 TICK WIKI/AAPL open: 131.86 close: 131.78\n",
      "2015-05-28 FILLED SELL 1 WIKI/AAPL at 131.86\n",
      "2015-05-28 POSITION value:131.860 upnl:0.080 rpnl:0.350\n",
      "2015-05-29 TICK WIKI/AAPL open: 131.23 close: 130.28\n",
      "2015-05-29 BUY signal\n",
      "2015-05-29 ORDER BUY WIKI/AAPL 1\n",
      "2015-05-29 POSITION value:131.860 upnl:1.580 rpnl:0.350\n",
      "2015-06-01 TICK WIKI/AAPL open: 131.2 close: 130.535\n",
      "2015-06-01 FILLED BUY 1 WIKI/AAPL at 131.2\n",
      "2015-06-01 POSITION value:0.000 upnl:0.000 rpnl:0.660\n",
      "2015-06-02 TICK WIKI/AAPL open: 129.86 close: 129.96\n",
      "2015-06-02 BUY signal\n",
      "2015-06-02 ORDER BUY WIKI/AAPL 1\n",
      "2015-06-02 POSITION value:0.000 upnl:0.000 rpnl:0.660\n",
      "2015-06-03 TICK WIKI/AAPL open: 130.66 close: 130.12\n",
      "2015-06-03 FILLED BUY 1 WIKI/AAPL at 130.66\n",
      "2015-06-03 POSITION value:-130.660 upnl:-0.540 rpnl:0.660\n",
      "2015-06-04 TICK WIKI/AAPL open: 129.58 close: 129.36\n",
      "2015-06-04 POSITION value:-130.660 upnl:-1.300 rpnl:0.660\n",
      "2015-06-05 TICK WIKI/AAPL open: 129.5 close: 128.65\n",
      "2015-06-05 POSITION value:-130.660 upnl:-2.010 rpnl:0.660\n",
      "2015-06-08 TICK WIKI/AAPL open: 128.9 close: 127.8\n",
      "2015-06-08 POSITION value:-130.660 upnl:-2.860 rpnl:0.660\n",
      "2015-06-09 TICK WIKI/AAPL open: 126.7 close: 127.42\n",
      "2015-06-09 POSITION value:-130.660 upnl:-3.240 rpnl:0.660\n",
      "2015-06-10 TICK WIKI/AAPL open: 127.92 close: 128.88\n",
      "2015-06-10 SELL signal\n",
      "2015-06-10 ORDER SELL WIKI/AAPL 1\n",
      "2015-06-10 POSITION value:-130.660 upnl:-1.780 rpnl:0.660\n",
      "2015-06-11 TICK WIKI/AAPL open: 129.18 close: 128.59\n",
      "2015-06-11 FILLED SELL 1 WIKI/AAPL at 129.18\n",
      "2015-06-11 POSITION value:0.000 upnl:0.000 rpnl:-1.480\n",
      "2015-06-12 TICK WIKI/AAPL open: 128.185 close: 127.17\n",
      "2015-06-12 BUY signal\n",
      "2015-06-12 ORDER BUY WIKI/AAPL 1\n",
      "2015-06-12 POSITION value:0.000 upnl:0.000 rpnl:-1.480\n",
      "2015-06-15 TICK WIKI/AAPL open: 126.1 close: 126.92\n",
      "2015-06-15 FILLED BUY 1 WIKI/AAPL at 126.1\n",
      "2015-06-15 POSITION value:-126.100 upnl:0.820 rpnl:-1.480\n",
      "2015-06-16 TICK WIKI/AAPL open: 127.03 close: 127.6\n",
      "2015-06-16 SELL signal\n",
      "2015-06-16 ORDER SELL WIKI/AAPL 1\n",
      "2015-06-16 POSITION value:-126.100 upnl:1.500 rpnl:-1.480\n",
      "2015-06-17 TICK WIKI/AAPL open: 127.72 close: 127.3\n",
      "2015-06-17 FILLED SELL 1 WIKI/AAPL at 127.72\n",
      "2015-06-17 POSITION value:0.000 upnl:0.000 rpnl:1.620\n",
      "2015-06-18 TICK WIKI/AAPL open: 127.23 close: 127.88\n",
      "2015-06-18 SELL signal\n",
      "2015-06-18 ORDER SELL WIKI/AAPL 1\n",
      "2015-06-18 POSITION value:0.000 upnl:0.000 rpnl:1.620\n",
      "2015-06-19 TICK WIKI/AAPL open: 127.71 close: 126.6\n",
      "2015-06-19 FILLED SELL 1 WIKI/AAPL at 127.71\n",
      "2015-06-19 BUY signal\n",
      "2015-06-19 ORDER BUY WIKI/AAPL 1\n",
      "2015-06-19 POSITION value:127.710 upnl:1.110 rpnl:1.620\n",
      "2015-06-22 TICK WIKI/AAPL open: 127.49 close: 127.61\n",
      "2015-06-22 FILLED BUY 1 WIKI/AAPL at 127.49\n",
      "2015-06-22 SELL signal\n",
      "2015-06-22 ORDER SELL WIKI/AAPL 1\n",
      "2015-06-22 POSITION value:0.000 upnl:0.000 rpnl:0.220\n",
      "2015-06-23 TICK WIKI/AAPL open: 127.48 close: 127.03\n",
      "2015-06-23 FILLED SELL 1 WIKI/AAPL at 127.48\n",
      "2015-06-23 POSITION value:127.480 upnl:0.450 rpnl:0.220\n",
      "2015-06-24 TICK WIKI/AAPL open: 127.21 close: 128.11\n",
      "2015-06-24 POSITION value:127.480 upnl:-0.630 rpnl:0.220\n",
      "2015-06-25 TICK WIKI/AAPL open: 128.86 close: 127.5\n",
      "2015-06-25 BUY signal\n",
      "2015-06-25 ORDER BUY WIKI/AAPL 1\n",
      "2015-06-25 POSITION value:127.480 upnl:-0.020 rpnl:0.220\n",
      "2015-06-26 TICK WIKI/AAPL open: 127.67 close: 126.75\n",
      "2015-06-26 FILLED BUY 1 WIKI/AAPL at 127.67\n",
      "2015-06-26 BUY signal\n",
      "2015-06-26 ORDER BUY WIKI/AAPL 1\n",
      "2015-06-26 POSITION value:0.000 upnl:0.000 rpnl:-0.190\n",
      "2015-06-29 TICK WIKI/AAPL open: 125.46 close: 124.53\n",
      "2015-06-29 FILLED BUY 1 WIKI/AAPL at 125.46\n",
      "2015-06-29 POSITION value:-125.460 upnl:-0.930 rpnl:-0.190\n",
      "2015-06-30 TICK WIKI/AAPL open: 125.57 close: 125.425\n",
      "2015-06-30 SELL signal\n",
      "2015-06-30 ORDER SELL WIKI/AAPL 1\n",
      "2015-06-30 POSITION value:-125.460 upnl:-0.035 rpnl:-0.190\n",
      "2015-07-01 TICK WIKI/AAPL open: 126.9 close: 126.6\n",
      "2015-07-01 FILLED SELL 1 WIKI/AAPL at 126.9\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2015-07-01 SELL signal\n",
      "2015-07-01 ORDER SELL WIKI/AAPL 1\n",
      "2015-07-01 POSITION value:0.000 upnl:0.000 rpnl:1.440\n",
      "2015-07-02 TICK WIKI/AAPL open: 126.43 close: 126.44\n",
      "2015-07-02 FILLED SELL 1 WIKI/AAPL at 126.43\n",
      "2015-07-02 POSITION value:126.430 upnl:-0.010 rpnl:1.440\n",
      "2015-07-06 TICK WIKI/AAPL open: 124.94 close: 126.0\n",
      "2015-07-06 POSITION value:126.430 upnl:0.430 rpnl:1.440\n",
      "2015-07-07 TICK WIKI/AAPL open: 125.89 close: 125.69\n",
      "2015-07-07 POSITION value:126.430 upnl:0.740 rpnl:1.440\n",
      "2015-07-08 TICK WIKI/AAPL open: 124.48 close: 122.57\n",
      "2015-07-08 BUY signal\n",
      "2015-07-08 ORDER BUY WIKI/AAPL 1\n",
      "2015-07-08 POSITION value:126.430 upnl:3.860 rpnl:1.440\n",
      "2015-07-09 TICK WIKI/AAPL open: 123.85 close: 120.07\n",
      "2015-07-09 FILLED BUY 1 WIKI/AAPL at 123.85\n",
      "2015-07-09 BUY signal\n",
      "2015-07-09 ORDER BUY WIKI/AAPL 1\n",
      "2015-07-09 POSITION value:0.000 upnl:0.000 rpnl:2.580\n",
      "2015-07-10 TICK WIKI/AAPL open: 121.94 close: 123.28\n",
      "2015-07-10 FILLED BUY 1 WIKI/AAPL at 121.94\n",
      "2015-07-10 SELL signal\n",
      "2015-07-10 ORDER SELL WIKI/AAPL 1\n",
      "2015-07-10 POSITION value:-121.940 upnl:1.340 rpnl:2.580\n",
      "2015-07-13 TICK WIKI/AAPL open: 125.03 close: 125.66\n",
      "2015-07-13 FILLED SELL 1 WIKI/AAPL at 125.03\n",
      "2015-07-13 SELL signal\n",
      "2015-07-13 ORDER SELL WIKI/AAPL 1\n",
      "2015-07-13 POSITION value:0.000 upnl:0.000 rpnl:3.090\n",
      "2015-07-14 TICK WIKI/AAPL open: 126.04 close: 125.61\n",
      "2015-07-14 FILLED SELL 1 WIKI/AAPL at 126.04\n",
      "2015-07-14 POSITION value:126.040 upnl:0.430 rpnl:3.090\n",
      "2015-07-15 TICK WIKI/AAPL open: 125.72 close: 126.82\n",
      "2015-07-15 POSITION value:126.040 upnl:-0.780 rpnl:3.090\n",
      "2015-07-16 TICK WIKI/AAPL open: 127.74 close: 128.51\n",
      "2015-07-16 POSITION value:126.040 upnl:-2.470 rpnl:3.090\n",
      "2015-07-17 TICK WIKI/AAPL open: 129.08 close: 129.62\n",
      "2015-07-17 POSITION value:126.040 upnl:-3.580 rpnl:3.090\n",
      "2015-07-20 TICK WIKI/AAPL open: 130.97 close: 132.07\n",
      "2015-07-20 POSITION value:126.040 upnl:-6.030 rpnl:3.090\n",
      "2015-07-21 TICK WIKI/AAPL open: 132.85 close: 130.75\n",
      "2015-07-21 BUY signal\n",
      "2015-07-21 ORDER BUY WIKI/AAPL 1\n",
      "2015-07-21 POSITION value:126.040 upnl:-4.710 rpnl:3.090\n",
      "2015-07-22 TICK WIKI/AAPL open: 121.99 close: 125.22\n",
      "2015-07-22 FILLED BUY 1 WIKI/AAPL at 121.99\n",
      "2015-07-22 BUY signal\n",
      "2015-07-22 ORDER BUY WIKI/AAPL 1\n",
      "2015-07-22 POSITION value:0.000 upnl:0.000 rpnl:4.050\n",
      "2015-07-23 TICK WIKI/AAPL open: 126.2 close: 125.16\n",
      "2015-07-23 FILLED BUY 1 WIKI/AAPL at 126.2\n",
      "2015-07-23 POSITION value:-126.200 upnl:-1.040 rpnl:4.050\n",
      "2015-07-24 TICK WIKI/AAPL open: 125.32 close: 124.5\n",
      "2015-07-24 POSITION value:-126.200 upnl:-1.700 rpnl:4.050\n",
      "2015-07-27 TICK WIKI/AAPL open: 123.09 close: 122.77\n",
      "2015-07-27 POSITION value:-126.200 upnl:-3.430 rpnl:4.050\n",
      "2015-07-28 TICK WIKI/AAPL open: 123.38 close: 123.38\n",
      "2015-07-28 POSITION value:-126.200 upnl:-2.820 rpnl:4.050\n",
      "2015-07-29 TICK WIKI/AAPL open: 123.15 close: 122.99\n",
      "2015-07-29 POSITION value:-126.200 upnl:-3.210 rpnl:4.050\n",
      "2015-07-30 TICK WIKI/AAPL open: 122.32 close: 122.37\n",
      "2015-07-30 POSITION value:-126.200 upnl:-3.830 rpnl:4.050\n",
      "2015-07-31 TICK WIKI/AAPL open: 122.6 close: 121.3\n",
      "2015-07-31 POSITION value:-126.200 upnl:-4.900 rpnl:4.050\n",
      "2015-08-03 TICK WIKI/AAPL open: 121.5 close: 118.44\n",
      "2015-08-03 POSITION value:-126.200 upnl:-7.760 rpnl:4.050\n",
      "2015-08-04 TICK WIKI/AAPL open: 117.42 close: 114.64\n",
      "2015-08-04 POSITION value:-126.200 upnl:-11.560 rpnl:4.050\n",
      "2015-08-05 TICK WIKI/AAPL open: 112.95 close: 115.4\n",
      "2015-08-05 POSITION value:-126.200 upnl:-10.800 rpnl:4.050\n",
      "2015-08-06 TICK WIKI/AAPL open: 115.97 close: 115.13\n",
      "2015-08-06 POSITION value:-126.200 upnl:-11.070 rpnl:4.050\n",
      "2015-08-07 TICK WIKI/AAPL open: 114.58 close: 115.52\n",
      "2015-08-07 SELL signal\n",
      "2015-08-07 ORDER SELL WIKI/AAPL 1\n",
      "2015-08-07 POSITION value:-126.200 upnl:-10.680 rpnl:4.050\n",
      "2015-08-10 TICK WIKI/AAPL open: 116.53 close: 119.72\n",
      "2015-08-10 FILLED SELL 1 WIKI/AAPL at 116.53\n",
      "2015-08-10 SELL signal\n",
      "2015-08-10 ORDER SELL WIKI/AAPL 1\n",
      "2015-08-10 POSITION value:0.000 upnl:0.000 rpnl:-9.670\n",
      "2015-08-11 TICK WIKI/AAPL open: 117.81 close: 113.49\n",
      "2015-08-11 FILLED SELL 1 WIKI/AAPL at 117.81\n",
      "2015-08-11 BUY signal\n",
      "2015-08-11 ORDER BUY WIKI/AAPL 1\n",
      "2015-08-11 POSITION value:117.810 upnl:4.320 rpnl:-9.670\n",
      "2015-08-12 TICK WIKI/AAPL open: 112.53 close: 115.24\n",
      "2015-08-12 FILLED BUY 1 WIKI/AAPL at 112.53\n",
      "2015-08-12 SELL signal\n",
      "2015-08-12 ORDER SELL WIKI/AAPL 1\n",
      "2015-08-12 POSITION value:0.000 upnl:0.000 rpnl:5.280\n",
      "2015-08-13 TICK WIKI/AAPL open: 116.04 close: 115.15\n",
      "2015-08-13 FILLED SELL 1 WIKI/AAPL at 116.04\n",
      "2015-08-13 POSITION value:116.040 upnl:0.890 rpnl:5.280\n",
      "2015-08-14 TICK WIKI/AAPL open: 114.32 close: 115.96\n",
      "2015-08-14 POSITION value:116.040 upnl:0.080 rpnl:5.280\n",
      "2015-08-17 TICK WIKI/AAPL open: 116.04 close: 117.16\n",
      "2015-08-17 POSITION value:116.040 upnl:-1.120 rpnl:5.280\n",
      "2015-08-18 TICK WIKI/AAPL open: 116.43 close: 116.5\n",
      "2015-08-18 POSITION value:116.040 upnl:-0.460 rpnl:5.280\n",
      "2015-08-19 TICK WIKI/AAPL open: 116.1 close: 115.01\n",
      "2015-08-19 POSITION value:116.040 upnl:1.030 rpnl:5.280\n",
      "2015-08-20 TICK WIKI/AAPL open: 114.08 close: 112.65\n",
      "2015-08-20 BUY signal\n",
      "2015-08-20 ORDER BUY WIKI/AAPL 1\n",
      "2015-08-20 POSITION value:116.040 upnl:3.390 rpnl:5.280\n",
      "2015-08-21 TICK WIKI/AAPL open: 110.43 close: 105.76\n",
      "2015-08-21 FILLED BUY 1 WIKI/AAPL at 110.43\n",
      "2015-08-21 BUY signal\n",
      "2015-08-21 ORDER BUY WIKI/AAPL 1\n",
      "2015-08-21 POSITION value:0.000 upnl:0.000 rpnl:5.610\n",
      "2015-08-24 TICK WIKI/AAPL open: 94.87 close: 103.12\n",
      "2015-08-24 FILLED BUY 1 WIKI/AAPL at 94.87\n",
      "2015-08-24 POSITION value:-94.870 upnl:8.250 rpnl:5.610\n",
      "2015-08-25 TICK WIKI/AAPL open: 111.11 close: 103.74\n",
      "2015-08-25 SELL signal\n",
      "2015-08-25 ORDER SELL WIKI/AAPL 1\n",
      "2015-08-25 POSITION value:-94.870 upnl:8.870 rpnl:5.610\n",
      "2015-08-26 TICK WIKI/AAPL open: 107.085 close: 109.69\n",
      "2015-08-26 FILLED SELL 1 WIKI/AAPL at 107.085\n",
      "2015-08-26 SELL signal\n",
      "2015-08-26 ORDER SELL WIKI/AAPL 1\n",
      "2015-08-26 POSITION value:0.000 upnl:0.000 rpnl:12.215\n",
      "2015-08-27 TICK WIKI/AAPL open: 112.25 close: 112.92\n",
      "2015-08-27 FILLED SELL 1 WIKI/AAPL at 112.25\n",
      "2015-08-27 POSITION value:112.250 upnl:-0.670 rpnl:12.215\n",
      "2015-08-28 TICK WIKI/AAPL open: 112.17 close: 113.29\n",
      "2015-08-28 POSITION value:112.250 upnl:-1.040 rpnl:12.215\n",
      "2015-08-31 TICK WIKI/AAPL open: 112.13 close: 112.76\n",
      "2015-08-31 POSITION value:112.250 upnl:-0.510 rpnl:12.215\n",
      "2015-09-01 TICK WIKI/AAPL open: 110.18 close: 107.72\n",
      "2015-09-01 BUY signal\n",
      "2015-09-01 ORDER BUY WIKI/AAPL 1\n",
      "2015-09-01 POSITION value:112.250 upnl:4.530 rpnl:12.215\n",
      "2015-09-02 TICK WIKI/AAPL open: 110.0 close: 112.34\n",
      "2015-09-02 FILLED BUY 1 WIKI/AAPL at 110.0\n",
      "2015-09-02 SELL signal\n",
      "2015-09-02 ORDER SELL WIKI/AAPL 1\n",
      "2015-09-02 POSITION value:0.000 upnl:0.000 rpnl:2.250\n",
      "2015-09-03 TICK WIKI/AAPL open: 112.49 close: 110.37\n",
      "2015-09-03 FILLED SELL 1 WIKI/AAPL at 112.49\n",
      "2015-09-03 POSITION value:112.490 upnl:2.120 rpnl:2.250\n",
      "2015-09-04 TICK WIKI/AAPL open: 108.97 close: 109.27\n",
      "2015-09-04 POSITION value:112.490 upnl:3.220 rpnl:2.250\n",
      "2015-09-08 TICK WIKI/AAPL open: 111.65 close: 112.31\n",
      "2015-09-08 POSITION value:112.490 upnl:0.180 rpnl:2.250\n",
      "2015-09-09 TICK WIKI/AAPL open: 113.76 close: 110.15\n",
      "2015-09-09 BUY signal\n",
      "2015-09-09 ORDER BUY WIKI/AAPL 1\n",
      "2015-09-09 POSITION value:112.490 upnl:2.340 rpnl:2.250\n",
      "2015-09-10 TICK WIKI/AAPL open: 110.27 close: 112.57\n",
      "2015-09-10 FILLED BUY 1 WIKI/AAPL at 110.27\n",
      "2015-09-10 SELL signal\n",
      "2015-09-10 ORDER SELL WIKI/AAPL 1\n",
      "2015-09-10 POSITION value:0.000 upnl:0.000 rpnl:2.220\n",
      "2015-09-11 TICK WIKI/AAPL open: 111.79 close: 114.21\n",
      "2015-09-11 FILLED SELL 1 WIKI/AAPL at 111.79\n",
      "2015-09-11 POSITION value:111.790 upnl:-2.420 rpnl:2.220\n",
      "2015-09-14 TICK WIKI/AAPL open: 116.58 close: 115.31\n",
      "2015-09-14 POSITION value:111.790 upnl:-3.520 rpnl:2.220\n",
      "2015-09-15 TICK WIKI/AAPL open: 115.93 close: 116.28\n",
      "2015-09-15 POSITION value:111.790 upnl:-4.490 rpnl:2.220\n",
      "2015-09-16 TICK WIKI/AAPL open: 116.25 close: 116.41\n",
      "2015-09-16 POSITION value:111.790 upnl:-4.620 rpnl:2.220\n",
      "2015-09-17 TICK WIKI/AAPL open: 115.66 close: 113.92\n",
      "2015-09-17 BUY signal\n",
      "2015-09-17 ORDER BUY WIKI/AAPL 1\n",
      "2015-09-17 POSITION value:111.790 upnl:-2.130 rpnl:2.220\n",
      "2015-09-18 TICK WIKI/AAPL open: 112.21 close: 113.45\n",
      "2015-09-18 FILLED BUY 1 WIKI/AAPL at 112.21\n",
      "2015-09-18 POSITION value:0.000 upnl:0.000 rpnl:-0.420\n",
      "2015-09-21 TICK WIKI/AAPL open: 113.67 close: 115.21\n",
      "2015-09-21 POSITION value:0.000 upnl:0.000 rpnl:-0.420\n",
      "2015-09-22 TICK WIKI/AAPL open: 113.38 close: 113.4\n",
      "2015-09-22 BUY signal\n",
      "2015-09-22 ORDER BUY WIKI/AAPL 1\n",
      "2015-09-22 POSITION value:0.000 upnl:0.000 rpnl:-0.420\n",
      "2015-09-23 TICK WIKI/AAPL open: 113.63 close: 114.32\n",
      "2015-09-23 FILLED BUY 1 WIKI/AAPL at 113.63\n",
      "2015-09-23 POSITION value:-113.630 upnl:0.690 rpnl:-0.420\n",
      "2015-09-24 TICK WIKI/AAPL open: 113.25 close: 115.0\n",
      "2015-09-24 POSITION value:-113.630 upnl:1.370 rpnl:-0.420\n",
      "2015-09-25 TICK WIKI/AAPL open: 116.44 close: 114.71\n",
      "2015-09-25 POSITION value:-113.630 upnl:1.080 rpnl:-0.420\n",
      "2015-09-28 TICK WIKI/AAPL open: 113.85 close: 112.44\n",
      "2015-09-28 POSITION value:-113.630 upnl:-1.190 rpnl:-0.420\n",
      "2015-09-29 TICK WIKI/AAPL open: 112.83 close: 109.06\n",
      "2015-09-29 POSITION value:-113.630 upnl:-4.570 rpnl:-0.420\n",
      "2015-09-30 TICK WIKI/AAPL open: 110.17 close: 109.95\n",
      "2015-09-30 SELL signal\n",
      "2015-09-30 ORDER SELL WIKI/AAPL 1\n",
      "2015-09-30 POSITION value:-113.630 upnl:-3.680 rpnl:-0.420\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2015-10-01 TICK WIKI/AAPL open: 109.07 close: 109.58\n",
      "2015-10-01 FILLED SELL 1 WIKI/AAPL at 109.07\n",
      "2015-10-01 POSITION value:0.000 upnl:0.000 rpnl:-4.560\n",
      "2015-10-02 TICK WIKI/AAPL open: 108.01 close: 110.38\n",
      "2015-10-02 POSITION value:0.000 upnl:0.000 rpnl:-4.560\n",
      "2015-10-05 TICK WIKI/AAPL open: 109.88 close: 110.78\n",
      "2015-10-05 POSITION value:0.000 upnl:0.000 rpnl:-4.560\n",
      "2015-10-06 TICK WIKI/AAPL open: 110.63 close: 111.31\n",
      "2015-10-06 POSITION value:0.000 upnl:0.000 rpnl:-4.560\n",
      "2015-10-07 TICK WIKI/AAPL open: 111.74 close: 110.78\n",
      "2015-10-07 POSITION value:0.000 upnl:0.000 rpnl:-4.560\n",
      "2015-10-08 TICK WIKI/AAPL open: 110.19 close: 109.5\n",
      "2015-10-08 BUY signal\n",
      "2015-10-08 ORDER BUY WIKI/AAPL 1\n",
      "2015-10-08 POSITION value:0.000 upnl:0.000 rpnl:-4.560\n",
      "2015-10-09 TICK WIKI/AAPL open: 110.0 close: 112.12\n",
      "2015-10-09 FILLED BUY 1 WIKI/AAPL at 110.0\n",
      "2015-10-09 SELL signal\n",
      "2015-10-09 ORDER SELL WIKI/AAPL 1\n",
      "2015-10-09 POSITION value:-110.000 upnl:2.120 rpnl:-4.560\n",
      "2015-10-12 TICK WIKI/AAPL open: 112.73 close: 111.6\n",
      "2015-10-12 FILLED SELL 1 WIKI/AAPL at 112.73\n",
      "2015-10-12 POSITION value:0.000 upnl:0.000 rpnl:2.730\n",
      "2015-10-13 TICK WIKI/AAPL open: 110.82 close: 111.79\n",
      "2015-10-13 POSITION value:0.000 upnl:0.000 rpnl:2.730\n",
      "2015-10-14 TICK WIKI/AAPL open: 111.29 close: 110.21\n",
      "2015-10-14 BUY signal\n",
      "2015-10-14 ORDER BUY WIKI/AAPL 1\n",
      "2015-10-14 POSITION value:0.000 upnl:0.000 rpnl:2.730\n",
      "2015-10-15 TICK WIKI/AAPL open: 110.93 close: 111.86\n",
      "2015-10-15 FILLED BUY 1 WIKI/AAPL at 110.93\n",
      "2015-10-15 SELL signal\n",
      "2015-10-15 ORDER SELL WIKI/AAPL 1\n",
      "2015-10-15 POSITION value:-110.930 upnl:0.930 rpnl:2.730\n",
      "2015-10-16 TICK WIKI/AAPL open: 111.78 close: 111.04\n",
      "2015-10-16 FILLED SELL 1 WIKI/AAPL at 111.78\n",
      "2015-10-16 POSITION value:0.000 upnl:0.000 rpnl:0.850\n",
      "2015-10-19 TICK WIKI/AAPL open: 110.8 close: 111.73\n",
      "2015-10-19 SELL signal\n",
      "2015-10-19 ORDER SELL WIKI/AAPL 1\n",
      "2015-10-19 POSITION value:0.000 upnl:0.000 rpnl:0.850\n",
      "2015-10-20 TICK WIKI/AAPL open: 111.34 close: 113.77\n",
      "2015-10-20 FILLED SELL 1 WIKI/AAPL at 111.34\n",
      "2015-10-20 POSITION value:111.340 upnl:-2.430 rpnl:0.850\n",
      "2015-10-21 TICK WIKI/AAPL open: 114.0 close: 113.76\n",
      "2015-10-21 POSITION value:111.340 upnl:-2.420 rpnl:0.850\n",
      "2015-10-22 TICK WIKI/AAPL open: 114.33 close: 115.5\n",
      "2015-10-22 POSITION value:111.340 upnl:-4.160 rpnl:0.850\n",
      "2015-10-23 TICK WIKI/AAPL open: 116.7 close: 119.08\n",
      "2015-10-23 POSITION value:111.340 upnl:-7.740 rpnl:0.850\n",
      "2015-10-26 TICK WIKI/AAPL open: 118.08 close: 115.28\n",
      "2015-10-26 BUY signal\n",
      "2015-10-26 ORDER BUY WIKI/AAPL 1\n",
      "2015-10-26 POSITION value:111.340 upnl:-3.940 rpnl:0.850\n",
      "2015-10-27 TICK WIKI/AAPL open: 115.4 close: 114.55\n",
      "2015-10-27 FILLED BUY 1 WIKI/AAPL at 115.4\n",
      "2015-10-27 BUY signal\n",
      "2015-10-27 ORDER BUY WIKI/AAPL 1\n",
      "2015-10-27 POSITION value:0.000 upnl:0.000 rpnl:-4.060\n",
      "2015-10-28 TICK WIKI/AAPL open: 116.93 close: 119.27\n",
      "2015-10-28 FILLED BUY 1 WIKI/AAPL at 116.93\n",
      "2015-10-28 SELL signal\n",
      "2015-10-28 ORDER SELL WIKI/AAPL 1\n",
      "2015-10-28 POSITION value:-116.930 upnl:2.340 rpnl:-4.060\n",
      "2015-10-29 TICK WIKI/AAPL open: 118.7 close: 120.53\n",
      "2015-10-29 FILLED SELL 1 WIKI/AAPL at 118.7\n",
      "2015-10-29 POSITION value:0.000 upnl:0.000 rpnl:1.770\n",
      "2015-10-30 TICK WIKI/AAPL open: 120.99 close: 119.5\n",
      "2015-10-30 BUY signal\n",
      "2015-10-30 ORDER BUY WIKI/AAPL 1\n",
      "2015-10-30 POSITION value:0.000 upnl:0.000 rpnl:1.770\n",
      "2015-11-02 TICK WIKI/AAPL open: 119.87 close: 121.18\n",
      "2015-11-02 FILLED BUY 1 WIKI/AAPL at 119.87\n",
      "2015-11-02 SELL signal\n",
      "2015-11-02 ORDER SELL WIKI/AAPL 1\n",
      "2015-11-02 POSITION value:-119.870 upnl:1.310 rpnl:1.770\n",
      "2015-11-03 TICK WIKI/AAPL open: 120.79 close: 122.57\n",
      "2015-11-03 FILLED SELL 1 WIKI/AAPL at 120.79\n",
      "2015-11-03 POSITION value:0.000 upnl:0.000 rpnl:0.920\n",
      "2015-11-04 TICK WIKI/AAPL open: 123.13 close: 122.0\n",
      "2015-11-04 BUY signal\n",
      "2015-11-04 ORDER BUY WIKI/AAPL 1\n",
      "2015-11-04 POSITION value:0.000 upnl:0.000 rpnl:0.920\n",
      "2015-11-05 TICK WIKI/AAPL open: 121.85 close: 120.92\n",
      "2015-11-05 FILLED BUY 1 WIKI/AAPL at 121.85\n",
      "2015-11-05 POSITION value:-121.850 upnl:-0.930 rpnl:0.920\n",
      "2015-11-06 TICK WIKI/AAPL open: 121.11 close: 121.06\n",
      "2015-11-06 POSITION value:-121.850 upnl:-0.790 rpnl:0.920\n",
      "2015-11-09 TICK WIKI/AAPL open: 120.96 close: 120.57\n",
      "2015-11-09 POSITION value:-121.850 upnl:-1.280 rpnl:0.920\n",
      "2015-11-10 TICK WIKI/AAPL open: 116.9 close: 116.77\n",
      "2015-11-10 POSITION value:-121.850 upnl:-5.080 rpnl:0.920\n",
      "2015-11-11 TICK WIKI/AAPL open: 116.37 close: 116.11\n",
      "2015-11-11 POSITION value:-121.850 upnl:-5.740 rpnl:0.920\n",
      "2015-11-12 TICK WIKI/AAPL open: 116.26 close: 115.72\n",
      "2015-11-12 POSITION value:-121.850 upnl:-6.130 rpnl:0.920\n",
      "2015-11-13 TICK WIKI/AAPL open: 115.2 close: 112.34\n",
      "2015-11-13 POSITION value:-121.850 upnl:-9.510 rpnl:0.920\n",
      "2015-11-16 TICK WIKI/AAPL open: 111.38 close: 114.175\n",
      "2015-11-16 SELL signal\n",
      "2015-11-16 ORDER SELL WIKI/AAPL 1\n",
      "2015-11-16 POSITION value:-121.850 upnl:-7.675 rpnl:0.920\n",
      "2015-11-17 TICK WIKI/AAPL open: 114.92 close: 113.69\n",
      "2015-11-17 FILLED SELL 1 WIKI/AAPL at 114.92\n",
      "2015-11-17 POSITION value:0.000 upnl:0.000 rpnl:-6.930\n",
      "2015-11-18 TICK WIKI/AAPL open: 115.76 close: 117.29\n",
      "2015-11-18 SELL signal\n",
      "2015-11-18 ORDER SELL WIKI/AAPL 1\n",
      "2015-11-18 POSITION value:0.000 upnl:0.000 rpnl:-6.930\n",
      "2015-11-19 TICK WIKI/AAPL open: 117.64 close: 118.78\n",
      "2015-11-19 FILLED SELL 1 WIKI/AAPL at 117.64\n",
      "2015-11-19 POSITION value:117.640 upnl:-1.140 rpnl:-6.930\n",
      "2015-11-20 TICK WIKI/AAPL open: 119.2 close: 119.3\n",
      "2015-11-20 POSITION value:117.640 upnl:-1.660 rpnl:-6.930\n",
      "2015-11-23 TICK WIKI/AAPL open: 119.27 close: 117.75\n",
      "2015-11-23 BUY signal\n",
      "2015-11-23 ORDER BUY WIKI/AAPL 1\n",
      "2015-11-23 POSITION value:117.640 upnl:-0.110 rpnl:-6.930\n",
      "2015-11-24 TICK WIKI/AAPL open: 117.33 close: 118.88\n",
      "2015-11-24 FILLED BUY 1 WIKI/AAPL at 117.33\n",
      "2015-11-24 SELL signal\n",
      "2015-11-24 ORDER SELL WIKI/AAPL 1\n",
      "2015-11-24 POSITION value:0.000 upnl:0.000 rpnl:0.310\n",
      "2015-11-25 TICK WIKI/AAPL open: 119.21 close: 118.03\n",
      "2015-11-25 FILLED SELL 1 WIKI/AAPL at 119.21\n",
      "2015-11-25 POSITION value:119.210 upnl:1.180 rpnl:0.310\n",
      "2015-11-27 TICK WIKI/AAPL open: 118.29 close: 117.81\n",
      "2015-11-27 POSITION value:119.210 upnl:1.400 rpnl:0.310\n",
      "2015-11-30 TICK WIKI/AAPL open: 117.99 close: 118.3\n",
      "2015-11-30 POSITION value:119.210 upnl:0.910 rpnl:0.310\n",
      "2015-12-01 TICK WIKI/AAPL open: 118.75 close: 117.34\n",
      "2015-12-01 POSITION value:119.210 upnl:1.870 rpnl:0.310\n",
      "2015-12-02 TICK WIKI/AAPL open: 117.05 close: 116.28\n",
      "2015-12-02 POSITION value:119.210 upnl:2.930 rpnl:0.310\n",
      "2015-12-03 TICK WIKI/AAPL open: 116.55 close: 115.2\n",
      "2015-12-03 POSITION value:119.210 upnl:4.010 rpnl:0.310\n",
      "2015-12-04 TICK WIKI/AAPL open: 115.29 close: 119.03\n",
      "2015-12-04 POSITION value:119.210 upnl:0.180 rpnl:0.310\n",
      "2015-12-07 TICK WIKI/AAPL open: 118.98 close: 118.28\n",
      "2015-12-07 POSITION value:119.210 upnl:0.930 rpnl:0.310\n",
      "2015-12-08 TICK WIKI/AAPL open: 117.52 close: 118.23\n",
      "2015-12-08 POSITION value:119.210 upnl:0.980 rpnl:0.310\n",
      "2015-12-09 TICK WIKI/AAPL open: 117.64 close: 115.62\n",
      "2015-12-09 BUY signal\n",
      "2015-12-09 ORDER BUY WIKI/AAPL 1\n",
      "2015-12-09 POSITION value:119.210 upnl:3.590 rpnl:0.310\n",
      "2015-12-10 TICK WIKI/AAPL open: 116.04 close: 116.17\n",
      "2015-12-10 FILLED BUY 1 WIKI/AAPL at 116.04\n",
      "2015-12-10 POSITION value:0.000 upnl:0.000 rpnl:3.170\n",
      "2015-12-11 TICK WIKI/AAPL open: 115.19 close: 113.18\n",
      "2015-12-11 BUY signal\n",
      "2015-12-11 ORDER BUY WIKI/AAPL 1\n",
      "2015-12-11 POSITION value:0.000 upnl:0.000 rpnl:3.170\n",
      "2015-12-14 TICK WIKI/AAPL open: 112.18 close: 112.48\n",
      "2015-12-14 FILLED BUY 1 WIKI/AAPL at 112.18\n",
      "2015-12-14 POSITION value:-112.180 upnl:0.300 rpnl:3.170\n",
      "2015-12-15 TICK WIKI/AAPL open: 111.94 close: 110.49\n",
      "2015-12-15 POSITION value:-112.180 upnl:-1.690 rpnl:3.170\n",
      "2015-12-16 TICK WIKI/AAPL open: 111.07 close: 111.34\n",
      "2015-12-16 SELL signal\n",
      "2015-12-16 ORDER SELL WIKI/AAPL 1\n",
      "2015-12-16 POSITION value:-112.180 upnl:-0.840 rpnl:3.170\n",
      "2015-12-17 TICK WIKI/AAPL open: 112.02 close: 108.98\n",
      "2015-12-17 FILLED SELL 1 WIKI/AAPL at 112.02\n",
      "2015-12-17 BUY signal\n",
      "2015-12-17 ORDER BUY WIKI/AAPL 1\n",
      "2015-12-17 POSITION value:0.000 upnl:0.000 rpnl:-0.160\n",
      "2015-12-18 TICK WIKI/AAPL open: 108.91 close: 106.03\n",
      "2015-12-18 FILLED BUY 1 WIKI/AAPL at 108.91\n",
      "2015-12-18 POSITION value:-108.910 upnl:-2.880 rpnl:-0.160\n",
      "2015-12-21 TICK WIKI/AAPL open: 107.28 close: 107.33\n",
      "2015-12-21 SELL signal\n",
      "2015-12-21 ORDER SELL WIKI/AAPL 1\n",
      "2015-12-21 POSITION value:-108.910 upnl:-1.580 rpnl:-0.160\n",
      "2015-12-22 TICK WIKI/AAPL open: 107.4 close: 107.23\n",
      "2015-12-22 FILLED SELL 1 WIKI/AAPL at 107.4\n",
      "2015-12-22 POSITION value:0.000 upnl:0.000 rpnl:-1.510\n",
      "2015-12-23 TICK WIKI/AAPL open: 107.27 close: 108.61\n",
      "2015-12-23 SELL signal\n",
      "2015-12-23 ORDER SELL WIKI/AAPL 1\n",
      "2015-12-23 POSITION value:0.000 upnl:0.000 rpnl:-1.510\n",
      "2015-12-24 TICK WIKI/AAPL open: 109.0 close: 108.03\n",
      "2015-12-24 FILLED SELL 1 WIKI/AAPL at 109.0\n",
      "2015-12-24 POSITION value:109.000 upnl:0.970 rpnl:-1.510\n",
      "2015-12-28 TICK WIKI/AAPL open: 107.59 close: 106.82\n",
      "2015-12-28 POSITION value:109.000 upnl:2.180 rpnl:-1.510\n",
      "2015-12-29 TICK WIKI/AAPL open: 106.96 close: 108.74\n",
      "2015-12-29 POSITION value:109.000 upnl:0.260 rpnl:-1.510\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2015-12-30 TICK WIKI/AAPL open: 108.58 close: 107.32\n",
      "2015-12-30 BUY signal\n",
      "2015-12-30 ORDER BUY WIKI/AAPL 1\n",
      "2015-12-30 POSITION value:109.000 upnl:1.680 rpnl:-1.510\n",
      "2015-12-31 TICK WIKI/AAPL open: 107.01 close: 105.26\n",
      "2015-12-31 FILLED BUY 1 WIKI/AAPL at 107.01\n",
      "2015-12-31 BUY signal\n",
      "2015-12-31 ORDER BUY WIKI/AAPL 1\n",
      "2015-12-31 POSITION value:0.000 upnl:0.000 rpnl:1.990\n",
      "2016-01-04 TICK WIKI/AAPL open: 102.61 close: 105.35\n",
      "2016-01-04 FILLED BUY 1 WIKI/AAPL at 102.61\n",
      "2016-01-04 SELL signal\n",
      "2016-01-04 ORDER SELL WIKI/AAPL 1\n",
      "2016-01-04 POSITION value:-102.610 upnl:2.740 rpnl:1.990\n",
      "2016-01-05 TICK WIKI/AAPL open: 105.75 close: 102.71\n",
      "2016-01-05 FILLED SELL 1 WIKI/AAPL at 105.75\n",
      "2016-01-05 BUY signal\n",
      "2016-01-05 ORDER BUY WIKI/AAPL 1\n",
      "2016-01-05 POSITION value:0.000 upnl:0.000 rpnl:3.140\n",
      "2016-01-06 TICK WIKI/AAPL open: 100.56 close: 100.7\n",
      "2016-01-06 FILLED BUY 1 WIKI/AAPL at 100.56\n",
      "2016-01-06 POSITION value:-100.560 upnl:0.140 rpnl:3.140\n",
      "2016-01-07 TICK WIKI/AAPL open: 98.68 close: 96.45\n",
      "2016-01-07 POSITION value:-100.560 upnl:-4.110 rpnl:3.140\n",
      "2016-01-08 TICK WIKI/AAPL open: 98.55 close: 96.96\n",
      "2016-01-08 SELL signal\n",
      "2016-01-08 ORDER SELL WIKI/AAPL 1\n",
      "2016-01-08 POSITION value:-100.560 upnl:-3.600 rpnl:3.140\n",
      "2016-01-11 TICK WIKI/AAPL open: 98.97 close: 98.53\n",
      "2016-01-11 FILLED SELL 1 WIKI/AAPL at 98.97\n",
      "2016-01-11 SELL signal\n",
      "2016-01-11 ORDER SELL WIKI/AAPL 1\n",
      "2016-01-11 POSITION value:0.000 upnl:0.000 rpnl:-1.590\n",
      "2016-01-12 TICK WIKI/AAPL open: 100.55 close: 99.96\n",
      "2016-01-12 FILLED SELL 1 WIKI/AAPL at 100.55\n",
      "2016-01-12 POSITION value:100.550 upnl:0.590 rpnl:-1.590\n",
      "2016-01-13 TICK WIKI/AAPL open: 100.32 close: 97.39\n",
      "2016-01-13 BUY signal\n",
      "2016-01-13 ORDER BUY WIKI/AAPL 1\n",
      "2016-01-13 POSITION value:100.550 upnl:3.160 rpnl:-1.590\n",
      "2016-01-14 TICK WIKI/AAPL open: 97.96 close: 99.52\n",
      "2016-01-14 FILLED BUY 1 WIKI/AAPL at 97.96\n",
      "2016-01-14 SELL signal\n",
      "2016-01-14 ORDER SELL WIKI/AAPL 1\n",
      "2016-01-14 POSITION value:0.000 upnl:0.000 rpnl:2.590\n",
      "2016-01-15 TICK WIKI/AAPL open: 96.2 close: 97.13\n",
      "2016-01-15 FILLED SELL 1 WIKI/AAPL at 96.2\n",
      "2016-01-15 BUY signal\n",
      "2016-01-15 ORDER BUY WIKI/AAPL 1\n",
      "2016-01-15 POSITION value:96.200 upnl:-0.930 rpnl:2.590\n",
      "2016-01-19 TICK WIKI/AAPL open: 98.41 close: 96.66\n",
      "2016-01-19 FILLED BUY 1 WIKI/AAPL at 98.41\n",
      "2016-01-19 POSITION value:0.000 upnl:0.000 rpnl:-2.210\n",
      "2016-01-20 TICK WIKI/AAPL open: 95.1 close: 96.79\n",
      "2016-01-20 POSITION value:0.000 upnl:0.000 rpnl:-2.210\n",
      "2016-01-21 TICK WIKI/AAPL open: 97.06 close: 96.3\n",
      "2016-01-21 POSITION value:0.000 upnl:0.000 rpnl:-2.210\n",
      "2016-01-22 TICK WIKI/AAPL open: 98.63 close: 101.42\n",
      "2016-01-22 SELL signal\n",
      "2016-01-22 ORDER SELL WIKI/AAPL 1\n",
      "2016-01-22 POSITION value:0.000 upnl:0.000 rpnl:-2.210\n",
      "2016-01-25 TICK WIKI/AAPL open: 101.52 close: 99.44\n",
      "2016-01-25 FILLED SELL 1 WIKI/AAPL at 101.52\n",
      "2016-01-25 BUY signal\n",
      "2016-01-25 ORDER BUY WIKI/AAPL 1\n",
      "2016-01-25 POSITION value:101.520 upnl:2.080 rpnl:-2.210\n",
      "2016-01-26 TICK WIKI/AAPL open: 99.93 close: 99.99\n",
      "2016-01-26 FILLED BUY 1 WIKI/AAPL at 99.93\n",
      "2016-01-26 POSITION value:0.000 upnl:0.000 rpnl:1.590\n",
      "2016-01-27 TICK WIKI/AAPL open: 96.04 close: 93.42\n",
      "2016-01-27 BUY signal\n",
      "2016-01-27 ORDER BUY WIKI/AAPL 1\n",
      "2016-01-27 POSITION value:0.000 upnl:0.000 rpnl:1.590\n",
      "2016-01-28 TICK WIKI/AAPL open: 93.79 close: 94.09\n",
      "2016-01-28 FILLED BUY 1 WIKI/AAPL at 93.79\n",
      "2016-01-28 SELL signal\n",
      "2016-01-28 ORDER SELL WIKI/AAPL 1\n",
      "2016-01-28 POSITION value:-93.790 upnl:0.300 rpnl:1.590\n",
      "2016-01-29 TICK WIKI/AAPL open: 94.79 close: 97.34\n",
      "2016-01-29 FILLED SELL 1 WIKI/AAPL at 94.79\n",
      "2016-01-29 SELL signal\n",
      "2016-01-29 ORDER SELL WIKI/AAPL 1\n",
      "2016-01-29 POSITION value:0.000 upnl:0.000 rpnl:1.000\n",
      "2016-02-01 TICK WIKI/AAPL open: 96.47 close: 96.43\n",
      "2016-02-01 FILLED SELL 1 WIKI/AAPL at 96.47\n",
      "2016-02-01 POSITION value:96.470 upnl:0.040 rpnl:1.000\n",
      "2016-02-02 TICK WIKI/AAPL open: 95.42 close: 94.48\n",
      "2016-02-02 BUY signal\n",
      "2016-02-02 ORDER BUY WIKI/AAPL 1\n",
      "2016-02-02 POSITION value:96.470 upnl:1.990 rpnl:1.000\n",
      "2016-02-03 TICK WIKI/AAPL open: 95.0 close: 96.35\n",
      "2016-02-03 FILLED BUY 1 WIKI/AAPL at 95.0\n",
      "2016-02-03 SELL signal\n",
      "2016-02-03 ORDER SELL WIKI/AAPL 1\n",
      "2016-02-03 POSITION value:0.000 upnl:0.000 rpnl:1.470\n",
      "2016-02-04 TICK WIKI/AAPL open: 95.86 close: 96.6\n",
      "2016-02-04 FILLED SELL 1 WIKI/AAPL at 95.86\n",
      "2016-02-04 POSITION value:95.860 upnl:-0.740 rpnl:1.470\n",
      "2016-02-05 TICK WIKI/AAPL open: 96.52 close: 94.02\n",
      "2016-02-05 BUY signal\n",
      "2016-02-05 ORDER BUY WIKI/AAPL 1\n",
      "2016-02-05 POSITION value:95.860 upnl:1.840 rpnl:1.470\n",
      "2016-02-08 TICK WIKI/AAPL open: 93.13 close: 95.01\n",
      "2016-02-08 FILLED BUY 1 WIKI/AAPL at 93.13\n",
      "2016-02-08 POSITION value:0.000 upnl:0.000 rpnl:2.730\n",
      "2016-02-09 TICK WIKI/AAPL open: 94.29 close: 94.99\n",
      "2016-02-09 POSITION value:0.000 upnl:0.000 rpnl:2.730\n",
      "2016-02-10 TICK WIKI/AAPL open: 95.92 close: 94.27\n",
      "2016-02-10 POSITION value:0.000 upnl:0.000 rpnl:2.730\n",
      "2016-02-11 TICK WIKI/AAPL open: 93.79 close: 93.7\n",
      "2016-02-11 POSITION value:0.000 upnl:0.000 rpnl:2.730\n",
      "2016-02-12 TICK WIKI/AAPL open: 94.19 close: 93.99\n",
      "2016-02-12 POSITION value:0.000 upnl:0.000 rpnl:2.730\n",
      "2016-02-16 TICK WIKI/AAPL open: 95.02 close: 96.64\n",
      "2016-02-16 SELL signal\n",
      "2016-02-16 ORDER SELL WIKI/AAPL 1\n",
      "2016-02-16 POSITION value:0.000 upnl:0.000 rpnl:2.730\n",
      "2016-02-17 TICK WIKI/AAPL open: 96.67 close: 98.12\n",
      "2016-02-17 FILLED SELL 1 WIKI/AAPL at 96.67\n",
      "2016-02-17 POSITION value:96.670 upnl:-1.450 rpnl:2.730\n",
      "2016-02-18 TICK WIKI/AAPL open: 98.84 close: 96.26\n",
      "2016-02-18 BUY signal\n",
      "2016-02-18 ORDER BUY WIKI/AAPL 1\n",
      "2016-02-18 POSITION value:96.670 upnl:0.410 rpnl:2.730\n",
      "2016-02-19 TICK WIKI/AAPL open: 96.0 close: 96.04\n",
      "2016-02-19 FILLED BUY 1 WIKI/AAPL at 96.0\n",
      "2016-02-19 POSITION value:0.000 upnl:0.000 rpnl:0.670\n",
      "2016-02-22 TICK WIKI/AAPL open: 96.31 close: 96.88\n",
      "2016-02-22 POSITION value:0.000 upnl:0.000 rpnl:0.670\n",
      "2016-02-23 TICK WIKI/AAPL open: 96.4 close: 94.69\n",
      "2016-02-23 BUY signal\n",
      "2016-02-23 ORDER BUY WIKI/AAPL 1\n",
      "2016-02-23 POSITION value:0.000 upnl:0.000 rpnl:0.670\n",
      "2016-02-24 TICK WIKI/AAPL open: 93.98 close: 96.1\n",
      "2016-02-24 FILLED BUY 1 WIKI/AAPL at 93.98\n",
      "2016-02-24 SELL signal\n",
      "2016-02-24 ORDER SELL WIKI/AAPL 1\n",
      "2016-02-24 POSITION value:-93.980 upnl:2.120 rpnl:0.670\n",
      "2016-02-25 TICK WIKI/AAPL open: 96.05 close: 96.76\n",
      "2016-02-25 FILLED SELL 1 WIKI/AAPL at 96.05\n",
      "2016-02-25 POSITION value:0.000 upnl:0.000 rpnl:2.070\n",
      "2016-02-26 TICK WIKI/AAPL open: 97.2 close: 96.91\n",
      "2016-02-26 POSITION value:0.000 upnl:0.000 rpnl:2.070\n",
      "2016-02-29 TICK WIKI/AAPL open: 96.86 close: 96.69\n",
      "2016-02-29 POSITION value:0.000 upnl:0.000 rpnl:2.070\n",
      "2016-03-01 TICK WIKI/AAPL open: 97.65 close: 100.53\n",
      "2016-03-01 SELL signal\n",
      "2016-03-01 ORDER SELL WIKI/AAPL 1\n",
      "2016-03-01 POSITION value:0.000 upnl:0.000 rpnl:2.070\n",
      "2016-03-02 TICK WIKI/AAPL open: 100.51 close: 100.75\n",
      "2016-03-02 FILLED SELL 1 WIKI/AAPL at 100.51\n",
      "2016-03-02 POSITION value:100.510 upnl:-0.240 rpnl:2.070\n",
      "2016-03-03 TICK WIKI/AAPL open: 100.58 close: 101.5\n",
      "2016-03-03 POSITION value:100.510 upnl:-0.990 rpnl:2.070\n",
      "2016-03-04 TICK WIKI/AAPL open: 102.37 close: 103.01\n",
      "2016-03-04 POSITION value:100.510 upnl:-2.500 rpnl:2.070\n",
      "2016-03-07 TICK WIKI/AAPL open: 102.39 close: 101.87\n",
      "2016-03-07 BUY signal\n",
      "2016-03-07 ORDER BUY WIKI/AAPL 1\n",
      "2016-03-07 POSITION value:100.510 upnl:-1.360 rpnl:2.070\n",
      "2016-03-08 TICK WIKI/AAPL open: 100.78 close: 101.03\n",
      "2016-03-08 FILLED BUY 1 WIKI/AAPL at 100.78\n",
      "2016-03-08 BUY signal\n",
      "2016-03-08 ORDER BUY WIKI/AAPL 1\n",
      "2016-03-08 POSITION value:0.000 upnl:0.000 rpnl:-0.270\n",
      "2016-03-09 TICK WIKI/AAPL open: 101.31 close: 101.12\n",
      "2016-03-09 FILLED BUY 1 WIKI/AAPL at 101.31\n",
      "2016-03-09 POSITION value:-101.310 upnl:-0.190 rpnl:-0.270\n",
      "2016-03-10 TICK WIKI/AAPL open: 101.41 close: 101.17\n",
      "2016-03-10 POSITION value:-101.310 upnl:-0.140 rpnl:-0.270\n",
      "2016-03-11 TICK WIKI/AAPL open: 102.24 close: 102.26\n",
      "2016-03-11 POSITION value:-101.310 upnl:0.950 rpnl:-0.270\n",
      "2016-03-14 TICK WIKI/AAPL open: 101.91 close: 102.52\n",
      "2016-03-14 POSITION value:-101.310 upnl:1.210 rpnl:-0.270\n",
      "2016-03-15 TICK WIKI/AAPL open: 103.96 close: 104.58\n",
      "2016-03-15 SELL signal\n",
      "2016-03-15 ORDER SELL WIKI/AAPL 1\n",
      "2016-03-15 POSITION value:-101.310 upnl:3.270 rpnl:-0.270\n",
      "2016-03-16 TICK WIKI/AAPL open: 104.61 close: 105.97\n",
      "2016-03-16 FILLED SELL 1 WIKI/AAPL at 104.61\n",
      "2016-03-16 SELL signal\n",
      "2016-03-16 ORDER SELL WIKI/AAPL 1\n",
      "2016-03-16 POSITION value:0.000 upnl:0.000 rpnl:3.300\n",
      "2016-03-17 TICK WIKI/AAPL open: 105.52 close: 105.8\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2016-03-17 FILLED SELL 1 WIKI/AAPL at 105.52\n",
      "2016-03-17 BUY signal\n",
      "2016-03-17 ORDER BUY WIKI/AAPL 1\n",
      "2016-03-17 POSITION value:105.520 upnl:-0.280 rpnl:3.300\n",
      "2016-03-18 TICK WIKI/AAPL open: 106.34 close: 105.92\n",
      "2016-03-18 FILLED BUY 1 WIKI/AAPL at 106.34\n",
      "2016-03-18 POSITION value:0.000 upnl:0.000 rpnl:-0.820\n",
      "2016-03-21 TICK WIKI/AAPL open: 105.93 close: 105.91\n",
      "2016-03-21 BUY signal\n",
      "2016-03-21 ORDER BUY WIKI/AAPL 1\n",
      "2016-03-21 POSITION value:0.000 upnl:0.000 rpnl:-0.820\n",
      "2016-03-22 TICK WIKI/AAPL open: 105.25 close: 106.72\n",
      "2016-03-22 FILLED BUY 1 WIKI/AAPL at 105.25\n",
      "2016-03-22 POSITION value:-105.250 upnl:1.470 rpnl:-0.820\n",
      "2016-03-23 TICK WIKI/AAPL open: 106.48 close: 106.13\n",
      "2016-03-23 POSITION value:-105.250 upnl:0.880 rpnl:-0.820\n",
      "2016-03-24 TICK WIKI/AAPL open: 105.47 close: 105.67\n",
      "2016-03-24 POSITION value:-105.250 upnl:0.420 rpnl:-0.820\n",
      "2016-03-28 TICK WIKI/AAPL open: 106.0 close: 105.19\n",
      "2016-03-28 POSITION value:-105.250 upnl:-0.060 rpnl:-0.820\n",
      "2016-03-29 TICK WIKI/AAPL open: 104.89 close: 107.68\n",
      "2016-03-29 SELL signal\n",
      "2016-03-29 ORDER SELL WIKI/AAPL 1\n",
      "2016-03-29 POSITION value:-105.250 upnl:2.430 rpnl:-0.820\n",
      "2016-03-30 TICK WIKI/AAPL open: 108.65 close: 109.56\n",
      "2016-03-30 FILLED SELL 1 WIKI/AAPL at 108.65\n",
      "2016-03-30 SELL signal\n",
      "2016-03-30 ORDER SELL WIKI/AAPL 1\n",
      "2016-03-30 POSITION value:0.000 upnl:0.000 rpnl:3.400\n",
      "2016-03-31 TICK WIKI/AAPL open: 109.72 close: 108.99\n",
      "2016-03-31 FILLED SELL 1 WIKI/AAPL at 109.72\n",
      "2016-03-31 BUY signal\n",
      "2016-03-31 ORDER BUY WIKI/AAPL 1\n",
      "2016-03-31 POSITION value:109.720 upnl:0.730 rpnl:3.400\n",
      "2016-04-01 TICK WIKI/AAPL open: 108.78 close: 109.99\n",
      "2016-04-01 FILLED BUY 1 WIKI/AAPL at 108.78\n",
      "2016-04-01 SELL signal\n",
      "2016-04-01 ORDER SELL WIKI/AAPL 1\n",
      "2016-04-01 POSITION value:0.000 upnl:0.000 rpnl:0.940\n",
      "2016-04-04 TICK WIKI/AAPL open: 110.42 close: 111.12\n",
      "2016-04-04 FILLED SELL 1 WIKI/AAPL at 110.42\n",
      "2016-04-04 POSITION value:110.420 upnl:-0.700 rpnl:0.940\n",
      "2016-04-05 TICK WIKI/AAPL open: 109.51 close: 109.81\n",
      "2016-04-05 BUY signal\n",
      "2016-04-05 ORDER BUY WIKI/AAPL 1\n",
      "2016-04-05 POSITION value:110.420 upnl:0.610 rpnl:0.940\n",
      "2016-04-06 TICK WIKI/AAPL open: 110.23 close: 110.96\n",
      "2016-04-06 FILLED BUY 1 WIKI/AAPL at 110.23\n",
      "2016-04-06 SELL signal\n",
      "2016-04-06 ORDER SELL WIKI/AAPL 1\n",
      "2016-04-06 POSITION value:0.000 upnl:0.000 rpnl:0.190\n",
      "2016-04-07 TICK WIKI/AAPL open: 109.95 close: 108.54\n",
      "2016-04-07 FILLED SELL 1 WIKI/AAPL at 109.95\n",
      "2016-04-07 BUY signal\n",
      "2016-04-07 ORDER BUY WIKI/AAPL 1\n",
      "2016-04-07 POSITION value:109.950 upnl:1.410 rpnl:0.190\n",
      "2016-04-08 TICK WIKI/AAPL open: 108.91 close: 108.66\n",
      "2016-04-08 FILLED BUY 1 WIKI/AAPL at 108.91\n",
      "2016-04-08 POSITION value:0.000 upnl:0.000 rpnl:1.040\n",
      "2016-04-11 TICK WIKI/AAPL open: 108.97 close: 109.02\n",
      "2016-04-11 POSITION value:0.000 upnl:0.000 rpnl:1.040\n",
      "2016-04-12 TICK WIKI/AAPL open: 109.34 close: 110.44\n",
      "2016-04-12 SELL signal\n",
      "2016-04-12 ORDER SELL WIKI/AAPL 1\n",
      "2016-04-12 POSITION value:0.000 upnl:0.000 rpnl:1.040\n",
      "2016-04-13 TICK WIKI/AAPL open: 110.8 close: 112.04\n",
      "2016-04-13 FILLED SELL 1 WIKI/AAPL at 110.8\n",
      "2016-04-13 POSITION value:110.800 upnl:-1.240 rpnl:1.040\n",
      "2016-04-14 TICK WIKI/AAPL open: 111.62 close: 112.1\n",
      "2016-04-14 POSITION value:110.800 upnl:-1.300 rpnl:1.040\n",
      "2016-04-15 TICK WIKI/AAPL open: 112.11 close: 109.85\n",
      "2016-04-15 BUY signal\n",
      "2016-04-15 ORDER BUY WIKI/AAPL 1\n",
      "2016-04-15 POSITION value:110.800 upnl:0.950 rpnl:1.040\n",
      "2016-04-18 TICK WIKI/AAPL open: 108.89 close: 107.48\n",
      "2016-04-18 FILLED BUY 1 WIKI/AAPL at 108.89\n",
      "2016-04-18 BUY signal\n",
      "2016-04-18 ORDER BUY WIKI/AAPL 1\n",
      "2016-04-18 POSITION value:0.000 upnl:0.000 rpnl:1.910\n",
      "2016-04-19 TICK WIKI/AAPL open: 107.88 close: 106.91\n",
      "2016-04-19 FILLED BUY 1 WIKI/AAPL at 107.88\n",
      "2016-04-19 POSITION value:-107.880 upnl:-0.970 rpnl:1.910\n",
      "2016-04-20 TICK WIKI/AAPL open: 106.64 close: 107.13\n",
      "2016-04-20 POSITION value:-107.880 upnl:-0.750 rpnl:1.910\n",
      "2016-04-21 TICK WIKI/AAPL open: 106.93 close: 105.97\n",
      "2016-04-21 POSITION value:-107.880 upnl:-1.910 rpnl:1.910\n",
      "2016-04-22 TICK WIKI/AAPL open: 105.01 close: 105.68\n",
      "2016-04-22 POSITION value:-107.880 upnl:-2.200 rpnl:1.910\n",
      "2016-04-25 TICK WIKI/AAPL open: 105.0 close: 105.08\n",
      "2016-04-25 POSITION value:-107.880 upnl:-2.800 rpnl:1.910\n",
      "2016-04-26 TICK WIKI/AAPL open: 103.91 close: 104.35\n",
      "2016-04-26 POSITION value:-107.880 upnl:-3.530 rpnl:1.910\n",
      "2016-04-27 TICK WIKI/AAPL open: 96.0 close: 97.82\n",
      "2016-04-27 POSITION value:-107.880 upnl:-10.060 rpnl:1.910\n",
      "2016-04-28 TICK WIKI/AAPL open: 97.61 close: 94.83\n",
      "2016-04-28 POSITION value:-107.880 upnl:-13.050 rpnl:1.910\n",
      "2016-04-29 TICK WIKI/AAPL open: 93.99 close: 93.74\n",
      "2016-04-29 POSITION value:-107.880 upnl:-14.140 rpnl:1.910\n",
      "2016-05-02 TICK WIKI/AAPL open: 93.965 close: 93.64\n",
      "2016-05-02 POSITION value:-107.880 upnl:-14.240 rpnl:1.910\n",
      "2016-05-03 TICK WIKI/AAPL open: 94.2 close: 95.18\n",
      "2016-05-03 SELL signal\n",
      "2016-05-03 ORDER SELL WIKI/AAPL 1\n",
      "2016-05-03 POSITION value:-107.880 upnl:-12.700 rpnl:1.910\n",
      "2016-05-04 TICK WIKI/AAPL open: 95.2 close: 94.19\n",
      "2016-05-04 FILLED SELL 1 WIKI/AAPL at 95.2\n",
      "2016-05-04 POSITION value:0.000 upnl:0.000 rpnl:-12.680\n",
      "2016-05-05 TICK WIKI/AAPL open: 94.0 close: 93.24\n",
      "2016-05-05 POSITION value:0.000 upnl:0.000 rpnl:-12.680\n",
      "2016-05-06 TICK WIKI/AAPL open: 93.37 close: 92.72\n",
      "2016-05-06 POSITION value:0.000 upnl:0.000 rpnl:-12.680\n",
      "2016-05-09 TICK WIKI/AAPL open: 93.0 close: 92.79\n",
      "2016-05-09 SELL signal\n",
      "2016-05-09 ORDER SELL WIKI/AAPL 1\n",
      "2016-05-09 POSITION value:0.000 upnl:0.000 rpnl:-12.680\n",
      "2016-05-10 TICK WIKI/AAPL open: 93.33 close: 93.42\n",
      "2016-05-10 FILLED SELL 1 WIKI/AAPL at 93.33\n",
      "2016-05-10 POSITION value:93.330 upnl:-0.090 rpnl:-12.680\n",
      "2016-05-11 TICK WIKI/AAPL open: 93.48 close: 92.51\n",
      "2016-05-11 POSITION value:93.330 upnl:0.820 rpnl:-12.680\n",
      "2016-05-12 TICK WIKI/AAPL open: 92.72 close: 90.34\n",
      "2016-05-12 BUY signal\n",
      "2016-05-12 ORDER BUY WIKI/AAPL 1\n",
      "2016-05-12 POSITION value:93.330 upnl:2.990 rpnl:-12.680\n",
      "2016-05-13 TICK WIKI/AAPL open: 90.0 close: 90.52\n",
      "2016-05-13 FILLED BUY 1 WIKI/AAPL at 90.0\n",
      "2016-05-13 SELL signal\n",
      "2016-05-13 ORDER SELL WIKI/AAPL 1\n",
      "2016-05-13 POSITION value:0.000 upnl:0.000 rpnl:3.330\n",
      "2016-05-16 TICK WIKI/AAPL open: 92.39 close: 93.88\n",
      "2016-05-16 FILLED SELL 1 WIKI/AAPL at 92.39\n",
      "2016-05-16 POSITION value:92.390 upnl:-1.490 rpnl:3.330\n",
      "2016-05-17 TICK WIKI/AAPL open: 94.55 close: 93.49\n",
      "2016-05-17 POSITION value:92.390 upnl:-1.100 rpnl:3.330\n",
      "2016-05-18 TICK WIKI/AAPL open: 94.16 close: 94.56\n",
      "2016-05-18 POSITION value:92.390 upnl:-2.170 rpnl:3.330\n",
      "2016-05-19 TICK WIKI/AAPL open: 94.64 close: 94.2\n",
      "2016-05-19 POSITION value:92.390 upnl:-1.810 rpnl:3.330\n",
      "2016-05-20 TICK WIKI/AAPL open: 94.64 close: 95.22\n",
      "2016-05-20 POSITION value:92.390 upnl:-2.830 rpnl:3.330\n",
      "2016-05-23 TICK WIKI/AAPL open: 95.87 close: 96.43\n",
      "2016-05-23 POSITION value:92.390 upnl:-4.040 rpnl:3.330\n",
      "2016-05-24 TICK WIKI/AAPL open: 97.22 close: 97.9\n",
      "2016-05-24 POSITION value:92.390 upnl:-5.510 rpnl:3.330\n",
      "2016-05-25 TICK WIKI/AAPL open: 98.67 close: 99.62\n",
      "2016-05-25 POSITION value:92.390 upnl:-7.230 rpnl:3.330\n",
      "2016-05-26 TICK WIKI/AAPL open: 99.68 close: 100.41\n",
      "2016-05-26 POSITION value:92.390 upnl:-8.020 rpnl:3.330\n",
      "2016-05-27 TICK WIKI/AAPL open: 99.44 close: 100.35\n",
      "2016-05-27 POSITION value:92.390 upnl:-7.960 rpnl:3.330\n",
      "2016-05-31 TICK WIKI/AAPL open: 99.6 close: 99.86\n",
      "2016-05-31 BUY signal\n",
      "2016-05-31 ORDER BUY WIKI/AAPL 1\n",
      "2016-05-31 POSITION value:92.390 upnl:-7.470 rpnl:3.330\n",
      "2016-06-01 TICK WIKI/AAPL open: 99.02 close: 98.46\n",
      "2016-06-01 FILLED BUY 1 WIKI/AAPL at 99.02\n",
      "2016-06-01 BUY signal\n",
      "2016-06-01 ORDER BUY WIKI/AAPL 1\n",
      "2016-06-01 POSITION value:0.000 upnl:0.000 rpnl:-6.630\n",
      "2016-06-02 TICK WIKI/AAPL open: 97.6 close: 97.72\n",
      "2016-06-02 FILLED BUY 1 WIKI/AAPL at 97.6\n",
      "2016-06-02 POSITION value:-97.600 upnl:0.120 rpnl:-6.630\n",
      "2016-06-03 TICK WIKI/AAPL open: 97.79 close: 97.92\n",
      "2016-06-03 POSITION value:-97.600 upnl:0.320 rpnl:-6.630\n",
      "2016-06-06 TICK WIKI/AAPL open: 97.99 close: 98.63\n",
      "2016-06-06 POSITION value:-97.600 upnl:1.030 rpnl:-6.630\n",
      "2016-06-07 TICK WIKI/AAPL open: 99.25 close: 99.03\n",
      "2016-06-07 POSITION value:-97.600 upnl:1.430 rpnl:-6.630\n",
      "2016-06-08 TICK WIKI/AAPL open: 99.02 close: 98.94\n",
      "2016-06-08 POSITION value:-97.600 upnl:1.340 rpnl:-6.630\n",
      "2016-06-09 TICK WIKI/AAPL open: 98.5 close: 99.65\n",
      "2016-06-09 POSITION value:-97.600 upnl:2.050 rpnl:-6.630\n",
      "2016-06-10 TICK WIKI/AAPL open: 98.53 close: 98.83\n",
      "2016-06-10 POSITION value:-97.600 upnl:1.230 rpnl:-6.630\n",
      "2016-06-13 TICK WIKI/AAPL open: 98.69 close: 97.34\n",
      "2016-06-13 POSITION value:-97.600 upnl:-0.260 rpnl:-6.630\n",
      "2016-06-14 TICK WIKI/AAPL open: 97.32 close: 97.46\n",
      "2016-06-14 POSITION value:-97.600 upnl:-0.140 rpnl:-6.630\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2016-06-15 TICK WIKI/AAPL open: 97.82 close: 97.14\n",
      "2016-06-15 POSITION value:-97.600 upnl:-0.460 rpnl:-6.630\n",
      "2016-06-16 TICK WIKI/AAPL open: 96.45 close: 97.55\n",
      "2016-06-16 POSITION value:-97.600 upnl:-0.050 rpnl:-6.630\n",
      "2016-06-17 TICK WIKI/AAPL open: 96.62 close: 95.33\n",
      "2016-06-17 POSITION value:-97.600 upnl:-2.270 rpnl:-6.630\n",
      "2016-06-20 TICK WIKI/AAPL open: 96.0 close: 95.1\n",
      "2016-06-20 POSITION value:-97.600 upnl:-2.500 rpnl:-6.630\n",
      "2016-06-21 TICK WIKI/AAPL open: 94.94 close: 95.91\n",
      "2016-06-21 SELL signal\n",
      "2016-06-21 ORDER SELL WIKI/AAPL 1\n",
      "2016-06-21 POSITION value:-97.600 upnl:-1.690 rpnl:-6.630\n",
      "2016-06-22 TICK WIKI/AAPL open: 96.25 close: 95.55\n",
      "2016-06-22 FILLED SELL 1 WIKI/AAPL at 96.25\n",
      "2016-06-22 POSITION value:0.000 upnl:0.000 rpnl:-1.350\n",
      "2016-06-23 TICK WIKI/AAPL open: 95.94 close: 96.1\n",
      "2016-06-23 SELL signal\n",
      "2016-06-23 ORDER SELL WIKI/AAPL 1\n",
      "2016-06-23 POSITION value:0.000 upnl:0.000 rpnl:-1.350\n",
      "2016-06-24 TICK WIKI/AAPL open: 92.91 close: 93.4\n",
      "2016-06-24 FILLED SELL 1 WIKI/AAPL at 92.91\n",
      "2016-06-24 BUY signal\n",
      "2016-06-24 ORDER BUY WIKI/AAPL 1\n",
      "2016-06-24 POSITION value:92.910 upnl:-0.490 rpnl:-1.350\n",
      "2016-06-27 TICK WIKI/AAPL open: 93.0 close: 92.04\n",
      "2016-06-27 FILLED BUY 1 WIKI/AAPL at 93.0\n",
      "2016-06-27 BUY signal\n",
      "2016-06-27 ORDER BUY WIKI/AAPL 1\n",
      "2016-06-27 POSITION value:0.000 upnl:0.000 rpnl:-0.090\n",
      "2016-06-28 TICK WIKI/AAPL open: 92.9 close: 93.59\n",
      "2016-06-28 FILLED BUY 1 WIKI/AAPL at 92.9\n",
      "2016-06-28 SELL signal\n",
      "2016-06-28 ORDER SELL WIKI/AAPL 1\n",
      "2016-06-28 POSITION value:-92.900 upnl:0.690 rpnl:-0.090\n",
      "2016-06-29 TICK WIKI/AAPL open: 93.97 close: 94.4\n",
      "2016-06-29 FILLED SELL 1 WIKI/AAPL at 93.97\n",
      "2016-06-29 SELL signal\n",
      "2016-06-29 ORDER SELL WIKI/AAPL 1\n",
      "2016-06-29 POSITION value:0.000 upnl:0.000 rpnl:1.070\n",
      "2016-06-30 TICK WIKI/AAPL open: 94.44 close: 95.6\n",
      "2016-06-30 FILLED SELL 1 WIKI/AAPL at 94.44\n",
      "2016-06-30 POSITION value:94.440 upnl:-1.160 rpnl:1.070\n",
      "2016-07-01 TICK WIKI/AAPL open: 95.49 close: 95.89\n",
      "2016-07-01 POSITION value:94.440 upnl:-1.450 rpnl:1.070\n",
      "2016-07-05 TICK WIKI/AAPL open: 95.39 close: 94.99\n",
      "2016-07-05 BUY signal\n",
      "2016-07-05 ORDER BUY WIKI/AAPL 1\n",
      "2016-07-05 POSITION value:94.440 upnl:-0.550 rpnl:1.070\n",
      "2016-07-06 TICK WIKI/AAPL open: 94.6 close: 95.53\n",
      "2016-07-06 FILLED BUY 1 WIKI/AAPL at 94.6\n",
      "2016-07-06 SELL signal\n",
      "2016-07-06 ORDER SELL WIKI/AAPL 1\n",
      "2016-07-06 POSITION value:0.000 upnl:0.000 rpnl:-0.160\n",
      "2016-07-07 TICK WIKI/AAPL open: 95.7 close: 95.94\n",
      "2016-07-07 FILLED SELL 1 WIKI/AAPL at 95.7\n",
      "2016-07-07 POSITION value:95.700 upnl:-0.240 rpnl:-0.160\n",
      "2016-07-08 TICK WIKI/AAPL open: 96.49 close: 96.68\n",
      "2016-07-08 POSITION value:95.700 upnl:-0.980 rpnl:-0.160\n",
      "2016-07-11 TICK WIKI/AAPL open: 96.75 close: 96.98\n",
      "2016-07-11 POSITION value:95.700 upnl:-1.280 rpnl:-0.160\n",
      "2016-07-12 TICK WIKI/AAPL open: 97.17 close: 97.42\n",
      "2016-07-12 POSITION value:95.700 upnl:-1.720 rpnl:-0.160\n",
      "2016-07-13 TICK WIKI/AAPL open: 97.41 close: 96.87\n",
      "2016-07-13 POSITION value:95.700 upnl:-1.170 rpnl:-0.160\n",
      "2016-07-14 TICK WIKI/AAPL open: 97.39 close: 98.79\n",
      "2016-07-14 POSITION value:95.700 upnl:-3.090 rpnl:-0.160\n",
      "2016-07-15 TICK WIKI/AAPL open: 98.92 close: 98.78\n",
      "2016-07-15 POSITION value:95.700 upnl:-3.080 rpnl:-0.160\n",
      "2016-07-18 TICK WIKI/AAPL open: 98.7 close: 99.83\n",
      "2016-07-18 POSITION value:95.700 upnl:-4.130 rpnl:-0.160\n",
      "2016-07-19 TICK WIKI/AAPL open: 99.56 close: 99.87\n",
      "2016-07-19 POSITION value:95.700 upnl:-4.170 rpnl:-0.160\n",
      "2016-07-20 TICK WIKI/AAPL open: 100.0 close: 99.96\n",
      "2016-07-20 POSITION value:95.700 upnl:-4.260 rpnl:-0.160\n",
      "2016-07-21 TICK WIKI/AAPL open: 99.83 close: 99.43\n",
      "2016-07-21 BUY signal\n",
      "2016-07-21 ORDER BUY WIKI/AAPL 1\n",
      "2016-07-21 POSITION value:95.700 upnl:-3.730 rpnl:-0.160\n",
      "2016-07-22 TICK WIKI/AAPL open: 99.26 close: 98.66\n",
      "2016-07-22 FILLED BUY 1 WIKI/AAPL at 99.26\n",
      "2016-07-22 BUY signal\n",
      "2016-07-22 ORDER BUY WIKI/AAPL 1\n",
      "2016-07-22 POSITION value:0.000 upnl:0.000 rpnl:-3.560\n",
      "2016-07-25 TICK WIKI/AAPL open: 98.25 close: 97.34\n",
      "2016-07-25 FILLED BUY 1 WIKI/AAPL at 98.25\n",
      "2016-07-25 POSITION value:-98.250 upnl:-0.910 rpnl:-3.560\n",
      "2016-07-26 TICK WIKI/AAPL open: 96.82 close: 96.67\n",
      "2016-07-26 POSITION value:-98.250 upnl:-1.580 rpnl:-3.560\n",
      "2016-07-27 TICK WIKI/AAPL open: 104.265 close: 102.95\n",
      "2016-07-27 SELL signal\n",
      "2016-07-27 ORDER SELL WIKI/AAPL 1\n",
      "2016-07-27 POSITION value:-98.250 upnl:4.700 rpnl:-3.560\n",
      "2016-07-28 TICK WIKI/AAPL open: 102.83 close: 104.34\n",
      "2016-07-28 FILLED SELL 1 WIKI/AAPL at 102.83\n",
      "2016-07-28 SELL signal\n",
      "2016-07-28 ORDER SELL WIKI/AAPL 1\n",
      "2016-07-28 POSITION value:0.000 upnl:0.000 rpnl:4.580\n",
      "2016-07-29 TICK WIKI/AAPL open: 104.19 close: 104.21\n",
      "2016-07-29 FILLED SELL 1 WIKI/AAPL at 104.19\n",
      "2016-07-29 POSITION value:104.190 upnl:-0.020 rpnl:4.580\n",
      "2016-08-01 TICK WIKI/AAPL open: 104.41 close: 106.05\n",
      "2016-08-01 POSITION value:104.190 upnl:-1.860 rpnl:4.580\n",
      "2016-08-02 TICK WIKI/AAPL open: 106.05 close: 104.48\n",
      "2016-08-02 BUY signal\n",
      "2016-08-02 ORDER BUY WIKI/AAPL 1\n",
      "2016-08-02 POSITION value:104.190 upnl:-0.290 rpnl:4.580\n",
      "2016-08-03 TICK WIKI/AAPL open: 104.81 close: 105.79\n",
      "2016-08-03 FILLED BUY 1 WIKI/AAPL at 104.81\n",
      "2016-08-03 POSITION value:0.000 upnl:0.000 rpnl:-0.620\n",
      "2016-08-04 TICK WIKI/AAPL open: 105.58 close: 105.87\n",
      "2016-08-04 POSITION value:0.000 upnl:0.000 rpnl:-0.620\n",
      "2016-08-05 TICK WIKI/AAPL open: 106.27 close: 107.48\n",
      "2016-08-05 SELL signal\n",
      "2016-08-05 ORDER SELL WIKI/AAPL 1\n",
      "2016-08-05 POSITION value:0.000 upnl:0.000 rpnl:-0.620\n",
      "2016-08-08 TICK WIKI/AAPL open: 107.52 close: 108.37\n",
      "2016-08-08 FILLED SELL 1 WIKI/AAPL at 107.52\n",
      "2016-08-08 POSITION value:107.520 upnl:-0.850 rpnl:-0.620\n",
      "2016-08-09 TICK WIKI/AAPL open: 108.23 close: 108.81\n",
      "2016-08-09 POSITION value:107.520 upnl:-1.290 rpnl:-0.620\n",
      "2016-08-10 TICK WIKI/AAPL open: 108.71 close: 108.0\n",
      "2016-08-10 BUY signal\n",
      "2016-08-10 ORDER BUY WIKI/AAPL 1\n",
      "2016-08-10 POSITION value:107.520 upnl:-0.480 rpnl:-0.620\n",
      "2016-08-11 TICK WIKI/AAPL open: 108.52 close: 107.93\n",
      "2016-08-11 FILLED BUY 1 WIKI/AAPL at 108.52\n",
      "2016-08-11 POSITION value:0.000 upnl:0.000 rpnl:-1.000\n",
      "2016-08-12 TICK WIKI/AAPL open: 107.78 close: 108.18\n",
      "2016-08-12 POSITION value:0.000 upnl:0.000 rpnl:-1.000\n",
      "2016-08-15 TICK WIKI/AAPL open: 108.14 close: 109.48\n",
      "2016-08-15 POSITION value:0.000 upnl:0.000 rpnl:-1.000\n",
      "2016-08-16 TICK WIKI/AAPL open: 109.63 close: 109.38\n",
      "2016-08-16 POSITION value:0.000 upnl:0.000 rpnl:-1.000\n",
      "2016-08-17 TICK WIKI/AAPL open: 109.1 close: 109.22\n",
      "2016-08-17 POSITION value:0.000 upnl:0.000 rpnl:-1.000\n",
      "2016-08-18 TICK WIKI/AAPL open: 109.23 close: 109.08\n",
      "2016-08-18 POSITION value:0.000 upnl:0.000 rpnl:-1.000\n",
      "2016-08-19 TICK WIKI/AAPL open: 108.77 close: 109.36\n",
      "2016-08-19 POSITION value:0.000 upnl:0.000 rpnl:-1.000\n",
      "2016-08-22 TICK WIKI/AAPL open: 108.86 close: 108.51\n",
      "2016-08-22 BUY signal\n",
      "2016-08-22 ORDER BUY WIKI/AAPL 1\n",
      "2016-08-22 POSITION value:0.000 upnl:0.000 rpnl:-1.000\n",
      "2016-08-23 TICK WIKI/AAPL open: 108.59 close: 108.85\n",
      "2016-08-23 FILLED BUY 1 WIKI/AAPL at 108.59\n",
      "2016-08-23 POSITION value:-108.590 upnl:0.260 rpnl:-1.000\n",
      "2016-08-24 TICK WIKI/AAPL open: 108.565 close: 108.03\n",
      "2016-08-24 POSITION value:-108.590 upnl:-0.560 rpnl:-1.000\n",
      "2016-08-25 TICK WIKI/AAPL open: 107.39 close: 107.57\n",
      "2016-08-25 POSITION value:-108.590 upnl:-1.020 rpnl:-1.000\n",
      "2016-08-26 TICK WIKI/AAPL open: 107.41 close: 106.94\n",
      "2016-08-26 POSITION value:-108.590 upnl:-1.650 rpnl:-1.000\n",
      "2016-08-29 TICK WIKI/AAPL open: 106.62 close: 106.82\n",
      "2016-08-29 POSITION value:-108.590 upnl:-1.770 rpnl:-1.000\n",
      "2016-08-30 TICK WIKI/AAPL open: 105.8 close: 106.0\n",
      "2016-08-30 POSITION value:-108.590 upnl:-2.590 rpnl:-1.000\n",
      "2016-08-31 TICK WIKI/AAPL open: 105.66 close: 106.1\n",
      "2016-08-31 POSITION value:-108.590 upnl:-2.490 rpnl:-1.000\n",
      "2016-09-01 TICK WIKI/AAPL open: 106.14 close: 106.73\n",
      "2016-09-01 SELL signal\n",
      "2016-09-01 ORDER SELL WIKI/AAPL 1\n",
      "2016-09-01 POSITION value:-108.590 upnl:-1.860 rpnl:-1.000\n",
      "2016-09-02 TICK WIKI/AAPL open: 107.7 close: 107.73\n",
      "2016-09-02 FILLED SELL 1 WIKI/AAPL at 107.7\n",
      "2016-09-02 SELL signal\n",
      "2016-09-02 ORDER SELL WIKI/AAPL 1\n",
      "2016-09-02 POSITION value:0.000 upnl:0.000 rpnl:-0.890\n",
      "2016-09-06 TICK WIKI/AAPL open: 107.9 close: 107.7\n",
      "2016-09-06 FILLED SELL 1 WIKI/AAPL at 107.9\n",
      "2016-09-06 POSITION value:107.900 upnl:0.200 rpnl:-0.890\n",
      "2016-09-07 TICK WIKI/AAPL open: 107.83 close: 108.36\n",
      "2016-09-07 POSITION value:107.900 upnl:-0.460 rpnl:-0.890\n",
      "2016-09-08 TICK WIKI/AAPL open: 107.25 close: 105.52\n",
      "2016-09-08 BUY signal\n",
      "2016-09-08 ORDER BUY WIKI/AAPL 1\n",
      "2016-09-08 POSITION value:107.900 upnl:2.380 rpnl:-0.890\n",
      "2016-09-09 TICK WIKI/AAPL open: 104.64 close: 103.13\n",
      "2016-09-09 FILLED BUY 1 WIKI/AAPL at 104.64\n",
      "2016-09-09 BUY signal\n",
      "2016-09-09 ORDER BUY WIKI/AAPL 1\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2016-09-09 POSITION value:0.000 upnl:0.000 rpnl:3.260\n",
      "2016-09-12 TICK WIKI/AAPL open: 102.65 close: 105.44\n",
      "2016-09-12 FILLED BUY 1 WIKI/AAPL at 102.65\n",
      "2016-09-12 SELL signal\n",
      "2016-09-12 ORDER SELL WIKI/AAPL 1\n",
      "2016-09-12 POSITION value:-102.650 upnl:2.790 rpnl:3.260\n",
      "2016-09-13 TICK WIKI/AAPL open: 107.51 close: 107.95\n",
      "2016-09-13 FILLED SELL 1 WIKI/AAPL at 107.51\n",
      "2016-09-13 SELL signal\n",
      "2016-09-13 ORDER SELL WIKI/AAPL 1\n",
      "2016-09-13 POSITION value:0.000 upnl:0.000 rpnl:4.860\n",
      "2016-09-14 TICK WIKI/AAPL open: 108.73 close: 111.77\n",
      "2016-09-14 FILLED SELL 1 WIKI/AAPL at 108.73\n",
      "2016-09-14 POSITION value:108.730 upnl:-3.040 rpnl:4.860\n",
      "2016-09-15 TICK WIKI/AAPL open: 113.86 close: 115.57\n",
      "2016-09-15 POSITION value:108.730 upnl:-6.840 rpnl:4.860\n",
      "2016-09-16 TICK WIKI/AAPL open: 115.12 close: 114.92\n",
      "2016-09-16 BUY signal\n",
      "2016-09-16 ORDER BUY WIKI/AAPL 1\n",
      "2016-09-16 POSITION value:108.730 upnl:-6.190 rpnl:4.860\n",
      "2016-09-19 TICK WIKI/AAPL open: 115.19 close: 113.58\n",
      "2016-09-19 FILLED BUY 1 WIKI/AAPL at 115.19\n",
      "2016-09-19 BUY signal\n",
      "2016-09-19 ORDER BUY WIKI/AAPL 1\n",
      "2016-09-19 POSITION value:0.000 upnl:0.000 rpnl:-6.460\n",
      "2016-09-20 TICK WIKI/AAPL open: 113.05 close: 113.57\n",
      "2016-09-20 FILLED BUY 1 WIKI/AAPL at 113.05\n",
      "2016-09-20 POSITION value:-113.050 upnl:0.520 rpnl:-6.460\n",
      "2016-09-21 TICK WIKI/AAPL open: 113.85 close: 113.55\n",
      "2016-09-21 POSITION value:-113.050 upnl:0.500 rpnl:-6.460\n",
      "2016-09-22 TICK WIKI/AAPL open: 114.35 close: 114.62\n",
      "2016-09-22 POSITION value:-113.050 upnl:1.570 rpnl:-6.460\n",
      "2016-09-23 TICK WIKI/AAPL open: 114.42 close: 112.71\n",
      "2016-09-23 POSITION value:-113.050 upnl:-0.340 rpnl:-6.460\n",
      "2016-09-26 TICK WIKI/AAPL open: 111.64 close: 112.88\n",
      "2016-09-26 POSITION value:-113.050 upnl:-0.170 rpnl:-6.460\n",
      "2016-09-27 TICK WIKI/AAPL open: 113.0 close: 113.09\n",
      "2016-09-27 POSITION value:-113.050 upnl:0.040 rpnl:-6.460\n",
      "2016-09-28 TICK WIKI/AAPL open: 113.69 close: 113.95\n",
      "2016-09-28 POSITION value:-113.050 upnl:0.900 rpnl:-6.460\n",
      "2016-09-29 TICK WIKI/AAPL open: 113.16 close: 112.18\n",
      "2016-09-29 POSITION value:-113.050 upnl:-0.870 rpnl:-6.460\n",
      "2016-09-30 TICK WIKI/AAPL open: 112.46 close: 113.05\n",
      "2016-09-30 POSITION value:-113.050 upnl:0.000 rpnl:-6.460\n",
      "2016-10-03 TICK WIKI/AAPL open: 112.71 close: 112.52\n",
      "2016-10-03 POSITION value:-113.050 upnl:-0.530 rpnl:-6.460\n",
      "2016-10-04 TICK WIKI/AAPL open: 113.06 close: 113.0\n",
      "2016-10-04 POSITION value:-113.050 upnl:-0.050 rpnl:-6.460\n",
      "2016-10-05 TICK WIKI/AAPL open: 113.4 close: 113.05\n",
      "2016-10-05 POSITION value:-113.050 upnl:0.000 rpnl:-6.460\n",
      "2016-10-06 TICK WIKI/AAPL open: 113.7 close: 113.89\n",
      "2016-10-06 POSITION value:-113.050 upnl:0.840 rpnl:-6.460\n",
      "2016-10-07 TICK WIKI/AAPL open: 114.31 close: 114.06\n",
      "2016-10-07 POSITION value:-113.050 upnl:1.010 rpnl:-6.460\n",
      "2016-10-10 TICK WIKI/AAPL open: 115.02 close: 116.05\n",
      "2016-10-10 SELL signal\n",
      "2016-10-10 ORDER SELL WIKI/AAPL 1\n",
      "2016-10-10 POSITION value:-113.050 upnl:3.000 rpnl:-6.460\n",
      "2016-10-11 TICK WIKI/AAPL open: 117.7 close: 116.3\n",
      "2016-10-11 FILLED SELL 1 WIKI/AAPL at 117.7\n",
      "2016-10-11 POSITION value:0.000 upnl:0.000 rpnl:4.650\n",
      "2016-10-12 TICK WIKI/AAPL open: 117.35 close: 117.34\n",
      "2016-10-12 SELL signal\n",
      "2016-10-12 ORDER SELL WIKI/AAPL 1\n",
      "2016-10-12 POSITION value:0.000 upnl:0.000 rpnl:4.650\n",
      "2016-10-13 TICK WIKI/AAPL open: 116.79 close: 116.98\n",
      "2016-10-13 FILLED SELL 1 WIKI/AAPL at 116.79\n",
      "2016-10-13 POSITION value:116.790 upnl:-0.190 rpnl:4.650\n",
      "2016-10-14 TICK WIKI/AAPL open: 117.88 close: 117.63\n",
      "2016-10-14 POSITION value:116.790 upnl:-0.840 rpnl:4.650\n",
      "2016-10-17 TICK WIKI/AAPL open: 117.33 close: 117.55\n",
      "2016-10-17 POSITION value:116.790 upnl:-0.760 rpnl:4.650\n",
      "2016-10-18 TICK WIKI/AAPL open: 118.18 close: 117.47\n",
      "2016-10-18 POSITION value:116.790 upnl:-0.680 rpnl:4.650\n",
      "2016-10-19 TICK WIKI/AAPL open: 117.25 close: 117.12\n",
      "2016-10-19 BUY signal\n",
      "2016-10-19 ORDER BUY WIKI/AAPL 1\n",
      "2016-10-19 POSITION value:116.790 upnl:-0.330 rpnl:4.650\n",
      "2016-10-20 TICK WIKI/AAPL open: 116.86 close: 117.06\n",
      "2016-10-20 FILLED BUY 1 WIKI/AAPL at 116.86\n",
      "2016-10-20 POSITION value:0.000 upnl:0.000 rpnl:-0.070\n",
      "2016-10-21 TICK WIKI/AAPL open: 116.81 close: 116.6\n",
      "2016-10-21 BUY signal\n",
      "2016-10-21 ORDER BUY WIKI/AAPL 1\n",
      "2016-10-21 POSITION value:0.000 upnl:0.000 rpnl:-0.070\n",
      "2016-10-24 TICK WIKI/AAPL open: 117.1 close: 117.65\n",
      "2016-10-24 FILLED BUY 1 WIKI/AAPL at 117.1\n",
      "2016-10-24 SELL signal\n",
      "2016-10-24 ORDER SELL WIKI/AAPL 1\n",
      "2016-10-24 POSITION value:-117.100 upnl:0.550 rpnl:-0.070\n",
      "2016-10-25 TICK WIKI/AAPL open: 117.95 close: 118.25\n",
      "2016-10-25 FILLED SELL 1 WIKI/AAPL at 117.95\n",
      "2016-10-25 POSITION value:0.000 upnl:0.000 rpnl:0.850\n",
      "2016-10-26 TICK WIKI/AAPL open: 114.31 close: 115.59\n",
      "2016-10-26 BUY signal\n",
      "2016-10-26 ORDER BUY WIKI/AAPL 1\n",
      "2016-10-26 POSITION value:0.000 upnl:0.000 rpnl:0.850\n",
      "2016-10-27 TICK WIKI/AAPL open: 115.39 close: 114.48\n",
      "2016-10-27 FILLED BUY 1 WIKI/AAPL at 115.39\n",
      "2016-10-27 POSITION value:-115.390 upnl:-0.910 rpnl:0.850\n",
      "2016-10-28 TICK WIKI/AAPL open: 113.87 close: 113.72\n",
      "2016-10-28 POSITION value:-115.390 upnl:-1.670 rpnl:0.850\n",
      "2016-10-31 TICK WIKI/AAPL open: 113.65 close: 113.54\n",
      "2016-10-31 POSITION value:-115.390 upnl:-1.850 rpnl:0.850\n",
      "2016-11-01 TICK WIKI/AAPL open: 113.46 close: 111.49\n",
      "2016-11-01 POSITION value:-115.390 upnl:-3.900 rpnl:0.850\n",
      "2016-11-02 TICK WIKI/AAPL open: 111.4 close: 111.59\n",
      "2016-11-02 POSITION value:-115.390 upnl:-3.800 rpnl:0.850\n",
      "2016-11-03 TICK WIKI/AAPL open: 110.98 close: 109.83\n",
      "2016-11-03 POSITION value:-115.390 upnl:-5.560 rpnl:0.850\n",
      "2016-11-04 TICK WIKI/AAPL open: 108.53 close: 108.84\n",
      "2016-11-04 POSITION value:-115.390 upnl:-6.550 rpnl:0.850\n",
      "2016-11-07 TICK WIKI/AAPL open: 110.08 close: 110.41\n",
      "2016-11-07 SELL signal\n",
      "2016-11-07 ORDER SELL WIKI/AAPL 1\n",
      "2016-11-07 POSITION value:-115.390 upnl:-4.980 rpnl:0.850\n",
      "2016-11-08 TICK WIKI/AAPL open: 110.31 close: 111.06\n",
      "2016-11-08 FILLED SELL 1 WIKI/AAPL at 110.31\n",
      "2016-11-08 SELL signal\n",
      "2016-11-08 ORDER SELL WIKI/AAPL 1\n",
      "2016-11-08 POSITION value:0.000 upnl:0.000 rpnl:-5.080\n",
      "2016-11-09 TICK WIKI/AAPL open: 109.88 close: 110.88\n",
      "2016-11-09 FILLED SELL 1 WIKI/AAPL at 109.88\n",
      "2016-11-09 POSITION value:109.880 upnl:-1.000 rpnl:-5.080\n",
      "2016-11-10 TICK WIKI/AAPL open: 111.09 close: 107.79\n",
      "2016-11-10 BUY signal\n",
      "2016-11-10 ORDER BUY WIKI/AAPL 1\n",
      "2016-11-10 POSITION value:109.880 upnl:2.090 rpnl:-5.080\n",
      "2016-11-11 TICK WIKI/AAPL open: 106.92 close: 108.43\n",
      "2016-11-11 FILLED BUY 1 WIKI/AAPL at 106.92\n",
      "2016-11-11 SELL signal\n",
      "2016-11-11 ORDER SELL WIKI/AAPL 1\n",
      "2016-11-11 POSITION value:0.000 upnl:0.000 rpnl:2.960\n",
      "2016-11-14 TICK WIKI/AAPL open: 107.32 close: 105.71\n",
      "2016-11-14 FILLED SELL 1 WIKI/AAPL at 107.32\n",
      "2016-11-14 BUY signal\n",
      "2016-11-14 ORDER BUY WIKI/AAPL 1\n",
      "2016-11-14 POSITION value:107.320 upnl:1.610 rpnl:2.960\n",
      "2016-11-15 TICK WIKI/AAPL open: 106.57 close: 107.11\n",
      "2016-11-15 FILLED BUY 1 WIKI/AAPL at 106.57\n",
      "2016-11-15 SELL signal\n",
      "2016-11-15 ORDER SELL WIKI/AAPL 1\n",
      "2016-11-15 POSITION value:0.000 upnl:0.000 rpnl:0.750\n",
      "2016-11-16 TICK WIKI/AAPL open: 106.7 close: 109.99\n",
      "2016-11-16 FILLED SELL 1 WIKI/AAPL at 106.7\n",
      "2016-11-16 POSITION value:106.700 upnl:-3.290 rpnl:0.750\n",
      "2016-11-17 TICK WIKI/AAPL open: 109.81 close: 109.95\n",
      "2016-11-17 POSITION value:106.700 upnl:-3.250 rpnl:0.750\n",
      "2016-11-18 TICK WIKI/AAPL open: 109.72 close: 110.06\n",
      "2016-11-18 POSITION value:106.700 upnl:-3.360 rpnl:0.750\n",
      "2016-11-21 TICK WIKI/AAPL open: 110.12 close: 111.73\n",
      "2016-11-21 POSITION value:106.700 upnl:-5.030 rpnl:0.750\n",
      "2016-11-22 TICK WIKI/AAPL open: 111.95 close: 111.8\n",
      "2016-11-22 POSITION value:106.700 upnl:-5.100 rpnl:0.750\n",
      "2016-11-23 TICK WIKI/AAPL open: 111.36 close: 111.23\n",
      "2016-11-23 POSITION value:106.700 upnl:-4.530 rpnl:0.750\n",
      "2016-11-25 TICK WIKI/AAPL open: 111.13 close: 111.79\n",
      "2016-11-25 POSITION value:106.700 upnl:-5.090 rpnl:0.750\n",
      "2016-11-28 TICK WIKI/AAPL open: 111.43 close: 111.57\n",
      "2016-11-28 POSITION value:106.700 upnl:-4.870 rpnl:0.750\n",
      "2016-11-29 TICK WIKI/AAPL open: 110.78 close: 111.46\n",
      "2016-11-29 POSITION value:106.700 upnl:-4.760 rpnl:0.750\n",
      "2016-11-30 TICK WIKI/AAPL open: 111.56 close: 110.52\n",
      "2016-11-30 BUY signal\n",
      "2016-11-30 ORDER BUY WIKI/AAPL 1\n",
      "2016-11-30 POSITION value:106.700 upnl:-3.820 rpnl:0.750\n",
      "2016-12-01 TICK WIKI/AAPL open: 110.365 close: 109.49\n",
      "2016-12-01 FILLED BUY 1 WIKI/AAPL at 110.365\n",
      "2016-12-01 BUY signal\n",
      "2016-12-01 ORDER BUY WIKI/AAPL 1\n",
      "2016-12-01 POSITION value:0.000 upnl:0.000 rpnl:-3.665\n",
      "2016-12-02 TICK WIKI/AAPL open: 109.17 close: 109.9\n",
      "2016-12-02 FILLED BUY 1 WIKI/AAPL at 109.17\n",
      "2016-12-02 POSITION value:-109.170 upnl:0.730 rpnl:-3.665\n",
      "2016-12-05 TICK WIKI/AAPL open: 110.0 close: 109.11\n",
      "2016-12-05 POSITION value:-109.170 upnl:-0.060 rpnl:-3.665\n",
      "2016-12-06 TICK WIKI/AAPL open: 109.5 close: 109.95\n",
      "2016-12-06 SELL signal\n",
      "2016-12-06 ORDER SELL WIKI/AAPL 1\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2016-12-06 POSITION value:-109.170 upnl:0.780 rpnl:-3.665\n",
      "2016-12-07 TICK WIKI/AAPL open: 109.26 close: 111.03\n",
      "2016-12-07 FILLED SELL 1 WIKI/AAPL at 109.26\n",
      "2016-12-07 SELL signal\n",
      "2016-12-07 ORDER SELL WIKI/AAPL 1\n",
      "2016-12-07 POSITION value:0.000 upnl:0.000 rpnl:0.090\n",
      "2016-12-08 TICK WIKI/AAPL open: 110.86 close: 112.12\n",
      "2016-12-08 FILLED SELL 1 WIKI/AAPL at 110.86\n",
      "2016-12-08 POSITION value:110.860 upnl:-1.260 rpnl:0.090\n",
      "2016-12-09 TICK WIKI/AAPL open: 112.31 close: 113.95\n",
      "2016-12-09 POSITION value:110.860 upnl:-3.090 rpnl:0.090\n",
      "2016-12-12 TICK WIKI/AAPL open: 113.29 close: 113.3\n",
      "2016-12-12 BUY signal\n",
      "2016-12-12 ORDER BUY WIKI/AAPL 1\n",
      "2016-12-12 POSITION value:110.860 upnl:-2.440 rpnl:0.090\n",
      "2016-12-13 TICK WIKI/AAPL open: 113.84 close: 115.19\n",
      "2016-12-13 FILLED BUY 1 WIKI/AAPL at 113.84\n",
      "2016-12-13 SELL signal\n",
      "2016-12-13 ORDER SELL WIKI/AAPL 1\n",
      "2016-12-13 POSITION value:0.000 upnl:0.000 rpnl:-2.980\n",
      "2016-12-14 TICK WIKI/AAPL open: 115.04 close: 115.19\n",
      "2016-12-14 FILLED SELL 1 WIKI/AAPL at 115.04\n",
      "2016-12-14 POSITION value:115.040 upnl:-0.150 rpnl:-2.980\n",
      "2016-12-15 TICK WIKI/AAPL open: 115.38 close: 115.82\n",
      "2016-12-15 POSITION value:115.040 upnl:-0.780 rpnl:-2.980\n",
      "2016-12-16 TICK WIKI/AAPL open: 116.47 close: 115.97\n",
      "2016-12-16 POSITION value:115.040 upnl:-0.930 rpnl:-2.980\n",
      "2016-12-19 TICK WIKI/AAPL open: 115.8 close: 116.64\n",
      "2016-12-19 POSITION value:115.040 upnl:-1.600 rpnl:-2.980\n",
      "2016-12-20 TICK WIKI/AAPL open: 116.74 close: 116.95\n",
      "2016-12-20 POSITION value:115.040 upnl:-1.910 rpnl:-2.980\n",
      "2016-12-21 TICK WIKI/AAPL open: 116.8 close: 117.06\n",
      "2016-12-21 POSITION value:115.040 upnl:-2.020 rpnl:-2.980\n",
      "2016-12-22 TICK WIKI/AAPL open: 116.35 close: 116.29\n",
      "2016-12-22 BUY signal\n",
      "2016-12-22 ORDER BUY WIKI/AAPL 1\n",
      "2016-12-22 POSITION value:115.040 upnl:-1.250 rpnl:-2.980\n",
      "2016-12-23 TICK WIKI/AAPL open: 115.59 close: 116.52\n",
      "2016-12-23 FILLED BUY 1 WIKI/AAPL at 115.59\n",
      "2016-12-23 POSITION value:0.000 upnl:0.000 rpnl:-0.550\n",
      "2016-12-27 TICK WIKI/AAPL open: 116.52 close: 117.26\n",
      "2016-12-27 POSITION value:0.000 upnl:0.000 rpnl:-0.550\n",
      "2016-12-28 TICK WIKI/AAPL open: 117.52 close: 116.76\n",
      "2016-12-28 BUY signal\n",
      "2016-12-28 ORDER BUY WIKI/AAPL 1\n",
      "2016-12-28 POSITION value:0.000 upnl:0.000 rpnl:-0.550\n",
      "2016-12-29 TICK WIKI/AAPL open: 116.45 close: 116.73\n",
      "2016-12-29 FILLED BUY 1 WIKI/AAPL at 116.45\n",
      "2016-12-29 POSITION value:-116.450 upnl:0.280 rpnl:-0.550\n",
      "2016-12-30 TICK WIKI/AAPL open: 116.65 close: 115.82\n",
      "2016-12-30 POSITION value:-116.450 upnl:-0.630 rpnl:-0.550\n",
      "2017-01-03 TICK WIKI/AAPL open: 115.8 close: 116.15\n",
      "2017-01-03 POSITION value:-116.450 upnl:-0.300 rpnl:-0.550\n",
      "2017-01-04 TICK WIKI/AAPL open: 115.85 close: 116.02\n",
      "2017-01-04 POSITION value:-116.450 upnl:-0.430 rpnl:-0.550\n",
      "2017-01-05 TICK WIKI/AAPL open: 115.92 close: 116.61\n",
      "2017-01-05 POSITION value:-116.450 upnl:0.160 rpnl:-0.550\n",
      "2017-01-06 TICK WIKI/AAPL open: 116.78 close: 117.91\n",
      "2017-01-06 SELL signal\n",
      "2017-01-06 ORDER SELL WIKI/AAPL 1\n",
      "2017-01-06 POSITION value:-116.450 upnl:1.460 rpnl:-0.550\n",
      "2017-01-09 TICK WIKI/AAPL open: 117.95 close: 118.99\n",
      "2017-01-09 FILLED SELL 1 WIKI/AAPL at 117.95\n",
      "2017-01-09 SELL signal\n",
      "2017-01-09 ORDER SELL WIKI/AAPL 1\n",
      "2017-01-09 POSITION value:0.000 upnl:0.000 rpnl:1.500\n",
      "2017-01-10 TICK WIKI/AAPL open: 118.77 close: 119.11\n",
      "2017-01-10 FILLED SELL 1 WIKI/AAPL at 118.77\n",
      "2017-01-10 POSITION value:118.770 upnl:-0.340 rpnl:1.500\n",
      "2017-01-11 TICK WIKI/AAPL open: 118.74 close: 119.75\n",
      "2017-01-11 POSITION value:118.770 upnl:-0.980 rpnl:1.500\n",
      "2017-01-12 TICK WIKI/AAPL open: 118.895 close: 119.25\n",
      "2017-01-12 BUY signal\n",
      "2017-01-12 ORDER BUY WIKI/AAPL 1\n",
      "2017-01-12 POSITION value:118.770 upnl:-0.480 rpnl:1.500\n",
      "2017-01-13 TICK WIKI/AAPL open: 119.11 close: 119.04\n",
      "2017-01-13 FILLED BUY 1 WIKI/AAPL at 119.11\n",
      "2017-01-13 BUY signal\n",
      "2017-01-13 ORDER BUY WIKI/AAPL 1\n",
      "2017-01-13 POSITION value:0.000 upnl:0.000 rpnl:-0.340\n",
      "2017-01-17 TICK WIKI/AAPL open: 118.34 close: 120.0\n",
      "2017-01-17 FILLED BUY 1 WIKI/AAPL at 118.34\n",
      "2017-01-17 SELL signal\n",
      "2017-01-17 ORDER SELL WIKI/AAPL 1\n",
      "2017-01-17 POSITION value:-118.340 upnl:1.660 rpnl:-0.340\n",
      "2017-01-18 TICK WIKI/AAPL open: 120.0 close: 119.99\n",
      "2017-01-18 FILLED SELL 1 WIKI/AAPL at 120.0\n",
      "2017-01-18 POSITION value:0.000 upnl:0.000 rpnl:1.660\n",
      "2017-01-19 TICK WIKI/AAPL open: 119.4 close: 119.78\n",
      "2017-01-19 BUY signal\n",
      "2017-01-19 ORDER BUY WIKI/AAPL 1\n",
      "2017-01-19 POSITION value:0.000 upnl:0.000 rpnl:1.660\n",
      "2017-01-20 TICK WIKI/AAPL open: 120.45 close: 120.0\n",
      "2017-01-20 FILLED BUY 1 WIKI/AAPL at 120.45\n",
      "2017-01-20 POSITION value:-120.450 upnl:-0.450 rpnl:1.660\n",
      "2017-01-23 TICK WIKI/AAPL open: 120.0 close: 120.08\n",
      "2017-01-23 POSITION value:-120.450 upnl:-0.370 rpnl:1.660\n",
      "2017-01-24 TICK WIKI/AAPL open: 119.55 close: 119.97\n",
      "2017-01-24 POSITION value:-120.450 upnl:-0.480 rpnl:1.660\n",
      "2017-01-25 TICK WIKI/AAPL open: 120.42 close: 121.88\n",
      "2017-01-25 SELL signal\n",
      "2017-01-25 ORDER SELL WIKI/AAPL 1\n",
      "2017-01-25 POSITION value:-120.450 upnl:1.430 rpnl:1.660\n",
      "2017-01-26 TICK WIKI/AAPL open: 121.67 close: 121.94\n",
      "2017-01-26 FILLED SELL 1 WIKI/AAPL at 121.67\n",
      "2017-01-26 POSITION value:0.000 upnl:0.000 rpnl:1.220\n",
      "2017-01-27 TICK WIKI/AAPL open: 122.14 close: 121.95\n",
      "2017-01-27 POSITION value:0.000 upnl:0.000 rpnl:1.220\n",
      "2017-01-30 TICK WIKI/AAPL open: 120.93 close: 121.63\n",
      "2017-01-30 BUY signal\n",
      "2017-01-30 ORDER BUY WIKI/AAPL 1\n",
      "2017-01-30 POSITION value:0.000 upnl:0.000 rpnl:1.220\n",
      "2017-01-31 TICK WIKI/AAPL open: 121.15 close: 121.35\n",
      "2017-01-31 FILLED BUY 1 WIKI/AAPL at 121.15\n",
      "2017-01-31 POSITION value:-121.150 upnl:0.200 rpnl:1.220\n",
      "2017-02-01 TICK WIKI/AAPL open: 127.03 close: 128.75\n",
      "2017-02-01 SELL signal\n",
      "2017-02-01 ORDER SELL WIKI/AAPL 1\n",
      "2017-02-01 POSITION value:-121.150 upnl:7.600 rpnl:1.220\n",
      "2017-02-02 TICK WIKI/AAPL open: 127.975 close: 128.53\n",
      "2017-02-02 FILLED SELL 1 WIKI/AAPL at 127.975\n",
      "2017-02-02 POSITION value:0.000 upnl:0.000 rpnl:6.825\n",
      "2017-02-03 TICK WIKI/AAPL open: 128.31 close: 129.08\n",
      "2017-02-03 POSITION value:0.000 upnl:0.000 rpnl:6.825\n",
      "2017-02-06 TICK WIKI/AAPL open: 129.13 close: 130.29\n",
      "2017-02-06 POSITION value:0.000 upnl:0.000 rpnl:6.825\n",
      "2017-02-07 TICK WIKI/AAPL open: 130.54 close: 131.53\n",
      "2017-02-07 POSITION value:0.000 upnl:0.000 rpnl:6.825\n",
      "2017-02-08 TICK WIKI/AAPL open: 131.35 close: 132.04\n",
      "2017-02-08 POSITION value:0.000 upnl:0.000 rpnl:6.825\n",
      "2017-02-09 TICK WIKI/AAPL open: 131.65 close: 132.42\n",
      "2017-02-09 POSITION value:0.000 upnl:0.000 rpnl:6.825\n",
      "2017-02-10 TICK WIKI/AAPL open: 132.46 close: 132.12\n",
      "2017-02-10 BUY signal\n",
      "2017-02-10 ORDER BUY WIKI/AAPL 1\n",
      "2017-02-10 POSITION value:0.000 upnl:0.000 rpnl:6.825\n",
      "2017-02-13 TICK WIKI/AAPL open: 133.08 close: 133.29\n",
      "2017-02-13 FILLED BUY 1 WIKI/AAPL at 133.08\n",
      "2017-02-13 POSITION value:-133.080 upnl:0.210 rpnl:6.825\n",
      "2017-02-14 TICK WIKI/AAPL open: 133.47 close: 135.02\n",
      "2017-02-14 POSITION value:-133.080 upnl:1.940 rpnl:6.825\n",
      "2017-02-15 TICK WIKI/AAPL open: 135.52 close: 135.51\n",
      "2017-02-15 POSITION value:-133.080 upnl:2.430 rpnl:6.825\n",
      "2017-02-16 TICK WIKI/AAPL open: 135.67 close: 135.345\n",
      "2017-02-16 POSITION value:-133.080 upnl:2.265 rpnl:6.825\n",
      "2017-02-17 TICK WIKI/AAPL open: 135.1 close: 135.72\n",
      "2017-02-17 POSITION value:-133.080 upnl:2.640 rpnl:6.825\n",
      "2017-02-21 TICK WIKI/AAPL open: 136.23 close: 136.7\n",
      "2017-02-21 POSITION value:-133.080 upnl:3.620 rpnl:6.825\n",
      "2017-02-22 TICK WIKI/AAPL open: 136.43 close: 137.11\n",
      "2017-02-22 POSITION value:-133.080 upnl:4.030 rpnl:6.825\n",
      "2017-02-23 TICK WIKI/AAPL open: 137.38 close: 136.53\n",
      "2017-02-23 POSITION value:-133.080 upnl:3.450 rpnl:6.825\n",
      "2017-02-24 TICK WIKI/AAPL open: 135.91 close: 136.66\n",
      "2017-02-24 POSITION value:-133.080 upnl:3.580 rpnl:6.825\n",
      "2017-02-27 TICK WIKI/AAPL open: 137.14 close: 136.93\n",
      "2017-02-27 POSITION value:-133.080 upnl:3.850 rpnl:6.825\n",
      "2017-02-28 TICK WIKI/AAPL open: 137.08 close: 136.99\n",
      "2017-02-28 POSITION value:-133.080 upnl:3.910 rpnl:6.825\n",
      "2017-03-01 TICK WIKI/AAPL open: 137.89 close: 139.79\n",
      "2017-03-01 SELL signal\n",
      "2017-03-01 ORDER SELL WIKI/AAPL 1\n",
      "2017-03-01 POSITION value:-133.080 upnl:6.710 rpnl:6.825\n",
      "2017-03-02 TICK WIKI/AAPL open: 140.0 close: 138.96\n",
      "2017-03-02 FILLED SELL 1 WIKI/AAPL at 140.0\n",
      "2017-03-02 BUY signal\n",
      "2017-03-02 ORDER BUY WIKI/AAPL 1\n",
      "2017-03-02 POSITION value:0.000 upnl:0.000 rpnl:6.920\n",
      "2017-03-03 TICK WIKI/AAPL open: 138.78 close: 139.78\n",
      "2017-03-03 FILLED BUY 1 WIKI/AAPL at 138.78\n",
      "2017-03-03 POSITION value:-138.780 upnl:1.000 rpnl:6.920\n",
      "2017-03-06 TICK WIKI/AAPL open: 139.365 close: 139.34\n",
      "2017-03-06 POSITION value:-138.780 upnl:0.560 rpnl:6.920\n",
      "2017-03-07 TICK WIKI/AAPL open: 139.06 close: 139.52\n",
      "2017-03-07 POSITION value:-138.780 upnl:0.740 rpnl:6.920\n",
      "2017-03-08 TICK WIKI/AAPL open: 138.95 close: 139.0\n",
      "2017-03-08 POSITION value:-138.780 upnl:0.220 rpnl:6.920\n",
      "2017-03-09 TICK WIKI/AAPL open: 138.74 close: 138.68\n",
      "2017-03-09 POSITION value:-138.780 upnl:-0.100 rpnl:6.920\n",
      "2017-03-10 TICK WIKI/AAPL open: 139.25 close: 139.14\n",
      "2017-03-10 POSITION value:-138.780 upnl:0.360 rpnl:6.920\n",
      "2017-03-13 TICK WIKI/AAPL open: 138.85 close: 139.2\n",
      "2017-03-13 POSITION value:-138.780 upnl:0.420 rpnl:6.920\n",
      "2017-03-14 TICK WIKI/AAPL open: 139.3 close: 138.99\n",
      "2017-03-14 POSITION value:-138.780 upnl:0.210 rpnl:6.920\n",
      "2017-03-15 TICK WIKI/AAPL open: 139.41 close: 140.46\n",
      "2017-03-15 SELL signal\n",
      "2017-03-15 ORDER SELL WIKI/AAPL 1\n",
      "2017-03-15 POSITION value:-138.780 upnl:1.680 rpnl:6.920\n",
      "2017-03-16 TICK WIKI/AAPL open: 140.72 close: 140.69\n",
      "2017-03-16 FILLED SELL 1 WIKI/AAPL at 140.72\n",
      "2017-03-16 POSITION value:0.000 upnl:0.000 rpnl:1.940\n",
      "2017-03-17 TICK WIKI/AAPL open: 141.0 close: 139.99\n",
      "2017-03-17 BUY signal\n",
      "2017-03-17 ORDER BUY WIKI/AAPL 1\n",
      "2017-03-17 POSITION value:0.000 upnl:0.000 rpnl:1.940\n",
      "2017-03-20 TICK WIKI/AAPL open: 140.4 close: 141.46\n",
      "2017-03-20 FILLED BUY 1 WIKI/AAPL at 140.4\n",
      "2017-03-20 SELL signal\n",
      "2017-03-20 ORDER SELL WIKI/AAPL 1\n",
      "2017-03-20 POSITION value:-140.400 upnl:1.060 rpnl:1.940\n",
      "2017-03-21 TICK WIKI/AAPL open: 142.11 close: 139.84\n",
      "2017-03-21 FILLED SELL 1 WIKI/AAPL at 142.11\n",
      "2017-03-21 BUY signal\n",
      "2017-03-21 ORDER BUY WIKI/AAPL 1\n",
      "2017-03-21 POSITION value:0.000 upnl:0.000 rpnl:1.710\n",
      "2017-03-22 TICK WIKI/AAPL open: 139.845 close: 141.42\n",
      "2017-03-22 FILLED BUY 1 WIKI/AAPL at 139.845\n",
      "2017-03-22 SELL signal\n",
      "2017-03-22 ORDER SELL WIKI/AAPL 1\n",
      "2017-03-22 POSITION value:-139.845 upnl:1.575 rpnl:1.710\n",
      "2017-03-23 TICK WIKI/AAPL open: 141.26 close: 140.92\n",
      "2017-03-23 FILLED SELL 1 WIKI/AAPL at 141.26\n",
      "2017-03-23 BUY signal\n",
      "2017-03-23 ORDER BUY WIKI/AAPL 1\n",
      "2017-03-23 POSITION value:0.000 upnl:0.000 rpnl:1.415\n",
      "2017-03-24 TICK WIKI/AAPL open: 141.5 close: 140.64\n",
      "2017-03-24 FILLED BUY 1 WIKI/AAPL at 141.5\n",
      "2017-03-24 POSITION value:-141.500 upnl:-0.860 rpnl:1.415\n",
      "2017-03-27 TICK WIKI/AAPL open: 139.39 close: 140.88\n",
      "2017-03-27 POSITION value:-141.500 upnl:-0.620 rpnl:1.415\n",
      "2017-03-28 TICK WIKI/AAPL open: 140.91 close: 143.8\n",
      "2017-03-28 SELL signal\n",
      "2017-03-28 ORDER SELL WIKI/AAPL 1\n",
      "2017-03-28 POSITION value:-141.500 upnl:2.300 rpnl:1.415\n",
      "2017-03-29 TICK WIKI/AAPL open: 143.68 close: 144.12\n",
      "2017-03-29 FILLED SELL 1 WIKI/AAPL at 143.68\n",
      "2017-03-29 POSITION value:0.000 upnl:0.000 rpnl:2.180\n",
      "2017-03-30 TICK WIKI/AAPL open: 144.19 close: 143.93\n",
      "2017-03-30 POSITION value:0.000 upnl:0.000 rpnl:2.180\n",
      "2017-03-31 TICK WIKI/AAPL open: 143.72 close: 143.66\n",
      "2017-03-31 POSITION value:0.000 upnl:0.000 rpnl:2.180\n",
      "2017-04-03 TICK WIKI/AAPL open: 143.71 close: 143.7\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2017-04-03 POSITION value:0.000 upnl:0.000 rpnl:2.180\n",
      "2017-04-04 TICK WIKI/AAPL open: 143.25 close: 144.77\n",
      "2017-04-04 SELL signal\n",
      "2017-04-04 ORDER SELL WIKI/AAPL 1\n",
      "2017-04-04 POSITION value:0.000 upnl:0.000 rpnl:2.180\n",
      "2017-04-05 TICK WIKI/AAPL open: 144.22 close: 144.02\n",
      "2017-04-05 FILLED SELL 1 WIKI/AAPL at 144.22\n",
      "2017-04-05 BUY signal\n",
      "2017-04-05 ORDER BUY WIKI/AAPL 1\n",
      "2017-04-05 POSITION value:144.220 upnl:0.200 rpnl:2.180\n",
      "2017-04-06 TICK WIKI/AAPL open: 144.29 close: 143.66\n",
      "2017-04-06 FILLED BUY 1 WIKI/AAPL at 144.29\n",
      "2017-04-06 BUY signal\n",
      "2017-04-06 ORDER BUY WIKI/AAPL 1\n",
      "2017-04-06 POSITION value:0.000 upnl:0.000 rpnl:-0.070\n",
      "2017-04-07 TICK WIKI/AAPL open: 143.73 close: 143.34\n",
      "2017-04-07 FILLED BUY 1 WIKI/AAPL at 143.73\n",
      "2017-04-07 POSITION value:-143.730 upnl:-0.390 rpnl:-0.070\n",
      "2017-04-10 TICK WIKI/AAPL open: 143.6 close: 143.17\n",
      "2017-04-10 POSITION value:-143.730 upnl:-0.560 rpnl:-0.070\n",
      "2017-04-11 TICK WIKI/AAPL open: 142.94 close: 141.63\n",
      "2017-04-11 POSITION value:-143.730 upnl:-2.100 rpnl:-0.070\n",
      "2017-04-12 TICK WIKI/AAPL open: 141.6 close: 141.8\n",
      "2017-04-12 POSITION value:-143.730 upnl:-1.930 rpnl:-0.070\n",
      "2017-04-13 TICK WIKI/AAPL open: 141.91 close: 141.05\n",
      "2017-04-13 POSITION value:-143.730 upnl:-2.680 rpnl:-0.070\n",
      "2017-04-17 TICK WIKI/AAPL open: 141.48 close: 141.83\n",
      "2017-04-17 SELL signal\n",
      "2017-04-17 ORDER SELL WIKI/AAPL 1\n",
      "2017-04-17 POSITION value:-143.730 upnl:-1.900 rpnl:-0.070\n",
      "2017-04-18 TICK WIKI/AAPL open: 141.41 close: 141.2\n",
      "2017-04-18 FILLED SELL 1 WIKI/AAPL at 141.41\n",
      "2017-04-18 BUY signal\n",
      "2017-04-18 ORDER BUY WIKI/AAPL 1\n",
      "2017-04-18 POSITION value:0.000 upnl:0.000 rpnl:-2.320\n",
      "2017-04-19 TICK WIKI/AAPL open: 141.88 close: 140.68\n",
      "2017-04-19 FILLED BUY 1 WIKI/AAPL at 141.88\n",
      "2017-04-19 POSITION value:-141.880 upnl:-1.200 rpnl:-2.320\n",
      "2017-04-20 TICK WIKI/AAPL open: 141.22 close: 142.44\n",
      "2017-04-20 SELL signal\n",
      "2017-04-20 ORDER SELL WIKI/AAPL 1\n",
      "2017-04-20 POSITION value:-141.880 upnl:0.560 rpnl:-2.320\n",
      "2017-04-21 TICK WIKI/AAPL open: 142.44 close: 142.27\n",
      "2017-04-21 FILLED SELL 1 WIKI/AAPL at 142.44\n",
      "2017-04-21 POSITION value:0.000 upnl:0.000 rpnl:0.560\n",
      "2017-04-24 TICK WIKI/AAPL open: 143.5 close: 143.64\n",
      "2017-04-24 SELL signal\n",
      "2017-04-24 ORDER SELL WIKI/AAPL 1\n",
      "2017-04-24 POSITION value:0.000 upnl:0.000 rpnl:0.560\n",
      "2017-04-25 TICK WIKI/AAPL open: 143.91 close: 144.54\n",
      "2017-04-25 FILLED SELL 1 WIKI/AAPL at 143.91\n",
      "2017-04-25 POSITION value:143.910 upnl:-0.630 rpnl:0.560\n",
      "2017-04-26 TICK WIKI/AAPL open: 144.47 close: 143.6508\n",
      "2017-04-26 BUY signal\n",
      "2017-04-26 ORDER BUY WIKI/AAPL 1\n",
      "2017-04-26 POSITION value:143.910 upnl:0.259 rpnl:0.560\n",
      "2017-04-27 TICK WIKI/AAPL open: 143.9225 close: 143.79\n",
      "2017-04-27 FILLED BUY 1 WIKI/AAPL at 143.9225\n",
      "2017-04-27 POSITION value:0.000 upnl:0.000 rpnl:-0.013\n",
      "2017-04-28 TICK WIKI/AAPL open: 144.09 close: 143.65\n",
      "2017-04-28 POSITION value:0.000 upnl:0.000 rpnl:-0.013\n",
      "2017-05-01 TICK WIKI/AAPL open: 145.1 close: 146.6\n",
      "2017-05-01 SELL signal\n",
      "2017-05-01 ORDER SELL WIKI/AAPL 1\n",
      "2017-05-01 POSITION value:0.000 upnl:0.000 rpnl:-0.013\n",
      "2017-05-02 TICK WIKI/AAPL open: 147.54 close: 147.51\n",
      "2017-05-02 FILLED SELL 1 WIKI/AAPL at 147.54\n",
      "2017-05-02 POSITION value:147.540 upnl:0.030 rpnl:-0.013\n",
      "2017-05-03 TICK WIKI/AAPL open: 145.59 close: 147.06\n",
      "2017-05-03 BUY signal\n",
      "2017-05-03 ORDER BUY WIKI/AAPL 1\n",
      "2017-05-03 POSITION value:147.540 upnl:0.480 rpnl:-0.013\n",
      "2017-05-04 TICK WIKI/AAPL open: 146.52 close: 146.53\n",
      "2017-05-04 FILLED BUY 1 WIKI/AAPL at 146.52\n",
      "2017-05-04 BUY signal\n",
      "2017-05-04 ORDER BUY WIKI/AAPL 1\n",
      "2017-05-04 POSITION value:0.000 upnl:0.000 rpnl:1.020\n",
      "2017-05-05 TICK WIKI/AAPL open: 146.76 close: 148.96\n",
      "2017-05-05 FILLED BUY 1 WIKI/AAPL at 146.76\n",
      "2017-05-05 SELL signal\n",
      "2017-05-05 ORDER SELL WIKI/AAPL 1\n",
      "2017-05-05 POSITION value:-146.760 upnl:2.200 rpnl:1.020\n",
      "2017-05-08 TICK WIKI/AAPL open: 149.03 close: 153.0\n",
      "2017-05-08 FILLED SELL 1 WIKI/AAPL at 149.03\n",
      "2017-05-08 SELL signal\n",
      "2017-05-08 ORDER SELL WIKI/AAPL 1\n",
      "2017-05-08 POSITION value:0.000 upnl:0.000 rpnl:2.270\n",
      "2017-05-09 TICK WIKI/AAPL open: 153.87 close: 153.96\n",
      "2017-05-09 FILLED SELL 1 WIKI/AAPL at 153.87\n",
      "2017-05-09 POSITION value:153.870 upnl:-0.090 rpnl:2.270\n",
      "2017-05-10 TICK WIKI/AAPL open: 153.63 close: 153.26\n",
      "2017-05-10 BUY signal\n",
      "2017-05-10 ORDER BUY WIKI/AAPL 1\n",
      "2017-05-10 POSITION value:153.870 upnl:0.610 rpnl:2.270\n",
      "2017-05-11 TICK WIKI/AAPL open: 152.45 close: 153.95\n",
      "2017-05-11 FILLED BUY 1 WIKI/AAPL at 152.45\n",
      "2017-05-11 POSITION value:0.000 upnl:0.000 rpnl:1.420\n",
      "2017-05-12 TICK WIKI/AAPL open: 154.7 close: 156.1\n",
      "2017-05-12 SELL signal\n",
      "2017-05-12 ORDER SELL WIKI/AAPL 1\n",
      "2017-05-12 POSITION value:0.000 upnl:0.000 rpnl:1.420\n",
      "2017-05-15 TICK WIKI/AAPL open: 156.01 close: 155.7\n",
      "2017-05-15 FILLED SELL 1 WIKI/AAPL at 156.01\n",
      "2017-05-15 BUY signal\n",
      "2017-05-15 ORDER BUY WIKI/AAPL 1\n",
      "2017-05-15 POSITION value:156.010 upnl:0.310 rpnl:1.420\n",
      "2017-05-16 TICK WIKI/AAPL open: 155.94 close: 155.47\n",
      "2017-05-16 FILLED BUY 1 WIKI/AAPL at 155.94\n",
      "2017-05-16 BUY signal\n",
      "2017-05-16 ORDER BUY WIKI/AAPL 1\n",
      "2017-05-16 POSITION value:0.000 upnl:0.000 rpnl:0.070\n",
      "2017-05-17 TICK WIKI/AAPL open: 153.6 close: 150.25\n",
      "2017-05-17 FILLED BUY 1 WIKI/AAPL at 153.6\n",
      "2017-05-17 POSITION value:-153.600 upnl:-3.350 rpnl:0.070\n",
      "2017-05-18 TICK WIKI/AAPL open: 151.27 close: 152.54\n",
      "2017-05-18 SELL signal\n",
      "2017-05-18 ORDER SELL WIKI/AAPL 1\n",
      "2017-05-18 POSITION value:-153.600 upnl:-1.060 rpnl:0.070\n",
      "2017-05-19 TICK WIKI/AAPL open: 153.38 close: 152.96\n",
      "2017-05-19 FILLED SELL 1 WIKI/AAPL at 153.38\n",
      "2017-05-19 POSITION value:0.000 upnl:0.000 rpnl:-0.220\n",
      "2017-05-22 TICK WIKI/AAPL open: 154.0 close: 153.99\n",
      "2017-05-22 POSITION value:0.000 upnl:0.000 rpnl:-0.220\n",
      "2017-05-23 TICK WIKI/AAPL open: 154.9 close: 153.8\n",
      "2017-05-23 POSITION value:0.000 upnl:0.000 rpnl:-0.220\n",
      "2017-05-24 TICK WIKI/AAPL open: 153.84 close: 153.34\n",
      "2017-05-24 BUY signal\n",
      "2017-05-24 ORDER BUY WIKI/AAPL 1\n",
      "2017-05-24 POSITION value:0.000 upnl:0.000 rpnl:-0.220\n",
      "2017-05-25 TICK WIKI/AAPL open: 153.73 close: 153.87\n",
      "2017-05-25 FILLED BUY 1 WIKI/AAPL at 153.73\n",
      "2017-05-25 POSITION value:-153.730 upnl:0.140 rpnl:-0.220\n",
      "2017-05-26 TICK WIKI/AAPL open: 154.0 close: 153.61\n",
      "2017-05-26 POSITION value:-153.730 upnl:-0.120 rpnl:-0.220\n",
      "2017-05-30 TICK WIKI/AAPL open: 153.42 close: 153.67\n",
      "2017-05-30 POSITION value:-153.730 upnl:-0.060 rpnl:-0.220\n",
      "2017-05-31 TICK WIKI/AAPL open: 153.97 close: 152.76\n",
      "2017-05-31 POSITION value:-153.730 upnl:-0.970 rpnl:-0.220\n",
      "2017-06-01 TICK WIKI/AAPL open: 153.17 close: 153.18\n",
      "2017-06-01 POSITION value:-153.730 upnl:-0.550 rpnl:-0.220\n",
      "2017-06-02 TICK WIKI/AAPL open: 153.58 close: 155.45\n",
      "2017-06-02 SELL signal\n",
      "2017-06-02 ORDER SELL WIKI/AAPL 1\n",
      "2017-06-02 POSITION value:-153.730 upnl:1.720 rpnl:-0.220\n",
      "2017-06-05 TICK WIKI/AAPL open: 154.34 close: 153.93\n",
      "2017-06-05 FILLED SELL 1 WIKI/AAPL at 154.34\n",
      "2017-06-05 BUY signal\n",
      "2017-06-05 ORDER BUY WIKI/AAPL 1\n",
      "2017-06-05 POSITION value:0.000 upnl:0.000 rpnl:0.610\n",
      "2017-06-06 TICK WIKI/AAPL open: 153.9 close: 154.45\n",
      "2017-06-06 FILLED BUY 1 WIKI/AAPL at 153.9\n",
      "2017-06-06 POSITION value:-153.900 upnl:0.550 rpnl:0.610\n",
      "2017-06-07 TICK WIKI/AAPL open: 155.02 close: 155.37\n",
      "2017-06-07 POSITION value:-153.900 upnl:1.470 rpnl:0.610\n",
      "2017-06-08 TICK WIKI/AAPL open: 155.25 close: 154.99\n",
      "2017-06-08 POSITION value:-153.900 upnl:1.090 rpnl:0.610\n",
      "2017-06-09 TICK WIKI/AAPL open: 155.19 close: 148.98\n",
      "2017-06-09 POSITION value:-153.900 upnl:-4.920 rpnl:0.610\n",
      "2017-06-12 TICK WIKI/AAPL open: 145.74 close: 145.32\n",
      "2017-06-12 POSITION value:-153.900 upnl:-8.580 rpnl:0.610\n",
      "2017-06-13 TICK WIKI/AAPL open: 147.16 close: 146.59\n",
      "2017-06-13 SELL signal\n",
      "2017-06-13 ORDER SELL WIKI/AAPL 1\n",
      "2017-06-13 POSITION value:-153.900 upnl:-7.310 rpnl:0.610\n",
      "2017-06-14 TICK WIKI/AAPL open: 147.5 close: 145.16\n",
      "2017-06-14 FILLED SELL 1 WIKI/AAPL at 147.5\n",
      "2017-06-14 BUY signal\n",
      "2017-06-14 ORDER BUY WIKI/AAPL 1\n",
      "2017-06-14 POSITION value:0.000 upnl:0.000 rpnl:-6.400\n",
      "2017-06-15 TICK WIKI/AAPL open: 143.32 close: 144.29\n",
      "2017-06-15 FILLED BUY 1 WIKI/AAPL at 143.32\n",
      "2017-06-15 POSITION value:-143.320 upnl:0.970 rpnl:-6.400\n",
      "2017-06-16 TICK WIKI/AAPL open: 143.78 close: 142.27\n",
      "2017-06-16 POSITION value:-143.320 upnl:-1.050 rpnl:-6.400\n",
      "2017-06-19 TICK WIKI/AAPL open: 143.66 close: 146.34\n",
      "2017-06-19 SELL signal\n",
      "2017-06-19 ORDER SELL WIKI/AAPL 1\n",
      "2017-06-19 POSITION value:-143.320 upnl:3.020 rpnl:-6.400\n",
      "2017-06-20 TICK WIKI/AAPL open: 146.87 close: 145.01\n",
      "2017-06-20 FILLED SELL 1 WIKI/AAPL at 146.87\n",
      "2017-06-20 POSITION value:0.000 upnl:0.000 rpnl:3.550\n",
      "2017-06-21 TICK WIKI/AAPL open: 145.52 close: 145.87\n",
      "2017-06-21 SELL signal\n",
      "2017-06-21 ORDER SELL WIKI/AAPL 1\n",
      "2017-06-21 POSITION value:0.000 upnl:0.000 rpnl:3.550\n",
      "2017-06-22 TICK WIKI/AAPL open: 145.77 close: 145.63\n",
      "2017-06-22 FILLED SELL 1 WIKI/AAPL at 145.77\n",
      "2017-06-22 POSITION value:145.770 upnl:0.140 rpnl:3.550\n",
      "2017-06-23 TICK WIKI/AAPL open: 145.13 close: 146.35\n",
      "2017-06-23 POSITION value:145.770 upnl:-0.580 rpnl:3.550\n",
      "2017-06-26 TICK WIKI/AAPL open: 147.17 close: 145.82\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2017-06-26 POSITION value:145.770 upnl:-0.050 rpnl:3.550\n",
      "2017-06-27 TICK WIKI/AAPL open: 145.01 close: 143.74\n",
      "2017-06-27 BUY signal\n",
      "2017-06-27 ORDER BUY WIKI/AAPL 1\n",
      "2017-06-27 POSITION value:145.770 upnl:2.030 rpnl:3.550\n",
      "2017-06-28 TICK WIKI/AAPL open: 144.49 close: 145.83\n",
      "2017-06-28 FILLED BUY 1 WIKI/AAPL at 144.49\n",
      "2017-06-28 SELL signal\n",
      "2017-06-28 ORDER SELL WIKI/AAPL 1\n",
      "2017-06-28 POSITION value:0.000 upnl:0.000 rpnl:1.280\n",
      "2017-06-29 TICK WIKI/AAPL open: 144.71 close: 143.68\n",
      "2017-06-29 FILLED SELL 1 WIKI/AAPL at 144.71\n",
      "2017-06-29 BUY signal\n",
      "2017-06-29 ORDER BUY WIKI/AAPL 1\n",
      "2017-06-29 POSITION value:144.710 upnl:1.030 rpnl:1.280\n",
      "2017-06-30 TICK WIKI/AAPL open: 144.45 close: 144.02\n",
      "2017-06-30 FILLED BUY 1 WIKI/AAPL at 144.45\n",
      "2017-06-30 POSITION value:0.000 upnl:0.000 rpnl:0.260\n",
      "2017-07-03 TICK WIKI/AAPL open: 144.88 close: 143.5\n",
      "2017-07-03 POSITION value:0.000 upnl:0.000 rpnl:0.260\n",
      "2017-07-05 TICK WIKI/AAPL open: 143.69 close: 144.09\n",
      "2017-07-05 SELL signal\n",
      "2017-07-05 ORDER SELL WIKI/AAPL 1\n",
      "2017-07-05 POSITION value:0.000 upnl:0.000 rpnl:0.260\n",
      "2017-07-06 TICK WIKI/AAPL open: 143.02 close: 142.73\n",
      "2017-07-06 FILLED SELL 1 WIKI/AAPL at 143.02\n",
      "2017-07-06 POSITION value:143.020 upnl:0.290 rpnl:0.260\n",
      "2017-07-07 TICK WIKI/AAPL open: 142.9 close: 144.18\n",
      "2017-07-07 POSITION value:143.020 upnl:-1.160 rpnl:0.260\n",
      "2017-07-10 TICK WIKI/AAPL open: 144.11 close: 145.06\n",
      "2017-07-10 POSITION value:143.020 upnl:-2.040 rpnl:0.260\n",
      "2017-07-11 TICK WIKI/AAPL open: 144.73 close: 145.53\n",
      "2017-07-11 POSITION value:143.020 upnl:-2.510 rpnl:0.260\n",
      "2017-07-12 TICK WIKI/AAPL open: 145.87 close: 145.74\n",
      "2017-07-12 POSITION value:143.020 upnl:-2.720 rpnl:0.260\n",
      "2017-07-13 TICK WIKI/AAPL open: 145.5 close: 147.77\n",
      "2017-07-13 POSITION value:143.020 upnl:-4.750 rpnl:0.260\n",
      "2017-07-14 TICK WIKI/AAPL open: 147.97 close: 149.04\n",
      "2017-07-14 POSITION value:143.020 upnl:-6.020 rpnl:0.260\n",
      "2017-07-17 TICK WIKI/AAPL open: 148.82 close: 149.56\n",
      "2017-07-17 POSITION value:143.020 upnl:-6.540 rpnl:0.260\n",
      "2017-07-18 TICK WIKI/AAPL open: 149.2 close: 150.08\n",
      "2017-07-18 POSITION value:143.020 upnl:-7.060 rpnl:0.260\n",
      "2017-07-19 TICK WIKI/AAPL open: 150.48 close: 151.02\n",
      "2017-07-19 POSITION value:143.020 upnl:-8.000 rpnl:0.260\n",
      "2017-07-20 TICK WIKI/AAPL open: 151.5 close: 150.34\n",
      "2017-07-20 BUY signal\n",
      "2017-07-20 ORDER BUY WIKI/AAPL 1\n",
      "2017-07-20 POSITION value:143.020 upnl:-7.320 rpnl:0.260\n",
      "2017-07-21 TICK WIKI/AAPL open: 149.99 close: 150.27\n",
      "2017-07-21 FILLED BUY 1 WIKI/AAPL at 149.99\n",
      "2017-07-21 POSITION value:0.000 upnl:0.000 rpnl:-6.970\n",
      "2017-07-24 TICK WIKI/AAPL open: 150.58 close: 152.09\n",
      "2017-07-24 SELL signal\n",
      "2017-07-24 ORDER SELL WIKI/AAPL 1\n",
      "2017-07-24 POSITION value:0.000 upnl:0.000 rpnl:-6.970\n",
      "2017-07-25 TICK WIKI/AAPL open: 151.8 close: 152.74\n",
      "2017-07-25 FILLED SELL 1 WIKI/AAPL at 151.8\n",
      "2017-07-25 POSITION value:151.800 upnl:-0.940 rpnl:-6.970\n",
      "2017-07-26 TICK WIKI/AAPL open: 153.35 close: 153.46\n",
      "2017-07-26 POSITION value:151.800 upnl:-1.660 rpnl:-6.970\n",
      "2017-07-27 TICK WIKI/AAPL open: 153.75 close: 150.56\n",
      "2017-07-27 BUY signal\n",
      "2017-07-27 ORDER BUY WIKI/AAPL 1\n",
      "2017-07-27 POSITION value:151.800 upnl:1.240 rpnl:-6.970\n",
      "2017-07-28 TICK WIKI/AAPL open: 149.89 close: 149.5\n",
      "2017-07-28 FILLED BUY 1 WIKI/AAPL at 149.89\n",
      "2017-07-28 BUY signal\n",
      "2017-07-28 ORDER BUY WIKI/AAPL 1\n",
      "2017-07-28 POSITION value:0.000 upnl:0.000 rpnl:1.910\n",
      "2017-07-31 TICK WIKI/AAPL open: 149.9 close: 148.85\n",
      "2017-07-31 FILLED BUY 1 WIKI/AAPL at 149.9\n",
      "2017-07-31 POSITION value:-149.900 upnl:-1.050 rpnl:1.910\n",
      "2017-08-01 TICK WIKI/AAPL open: 149.1 close: 150.05\n",
      "2017-08-01 SELL signal\n",
      "2017-08-01 ORDER SELL WIKI/AAPL 1\n",
      "2017-08-01 POSITION value:-149.900 upnl:0.150 rpnl:1.910\n",
      "2017-08-02 TICK WIKI/AAPL open: 159.28 close: 157.14\n",
      "2017-08-02 FILLED SELL 1 WIKI/AAPL at 159.28\n",
      "2017-08-02 SELL signal\n",
      "2017-08-02 ORDER SELL WIKI/AAPL 1\n",
      "2017-08-02 POSITION value:0.000 upnl:0.000 rpnl:9.380\n",
      "2017-08-03 TICK WIKI/AAPL open: 157.05 close: 155.57\n",
      "2017-08-03 FILLED SELL 1 WIKI/AAPL at 157.05\n",
      "2017-08-03 BUY signal\n",
      "2017-08-03 ORDER BUY WIKI/AAPL 1\n",
      "2017-08-03 POSITION value:157.050 upnl:1.480 rpnl:9.380\n",
      "2017-08-04 TICK WIKI/AAPL open: 156.07 close: 156.39\n",
      "2017-08-04 FILLED BUY 1 WIKI/AAPL at 156.07\n",
      "2017-08-04 POSITION value:0.000 upnl:0.000 rpnl:0.980\n",
      "2017-08-08 TICK WIKI/AAPL open: 158.6 close: 160.08\n",
      "2017-08-08 SELL signal\n",
      "2017-08-08 ORDER SELL WIKI/AAPL 1\n",
      "2017-08-08 POSITION value:0.000 upnl:0.000 rpnl:0.980\n",
      "2017-08-09 TICK WIKI/AAPL open: 159.26 close: 161.06\n",
      "2017-08-09 FILLED SELL 1 WIKI/AAPL at 159.26\n",
      "2017-08-09 POSITION value:159.260 upnl:-1.800 rpnl:0.980\n",
      "2017-08-10 TICK WIKI/AAPL open: 159.9 close: 155.27\n",
      "2017-08-10 BUY signal\n",
      "2017-08-10 ORDER BUY WIKI/AAPL 1\n",
      "2017-08-10 POSITION value:159.260 upnl:3.990 rpnl:0.980\n",
      "2017-08-11 TICK WIKI/AAPL open: 156.6 close: 157.48\n",
      "2017-08-11 FILLED BUY 1 WIKI/AAPL at 156.6\n",
      "2017-08-11 SELL signal\n",
      "2017-08-11 ORDER SELL WIKI/AAPL 1\n",
      "2017-08-11 POSITION value:0.000 upnl:0.000 rpnl:2.660\n",
      "2017-08-14 TICK WIKI/AAPL open: 159.32 close: 159.85\n",
      "2017-08-14 FILLED SELL 1 WIKI/AAPL at 159.32\n",
      "2017-08-14 POSITION value:159.320 upnl:-0.530 rpnl:2.660\n",
      "2017-08-15 TICK WIKI/AAPL open: 160.66 close: 161.6\n",
      "2017-08-15 POSITION value:159.320 upnl:-2.280 rpnl:2.660\n",
      "2017-08-16 TICK WIKI/AAPL open: 161.94 close: 160.95\n",
      "2017-08-16 POSITION value:159.320 upnl:-1.630 rpnl:2.660\n",
      "2017-08-17 TICK WIKI/AAPL open: 160.52 close: 157.87\n",
      "2017-08-17 BUY signal\n",
      "2017-08-17 ORDER BUY WIKI/AAPL 1\n",
      "2017-08-17 POSITION value:159.320 upnl:1.450 rpnl:2.660\n",
      "2017-08-18 TICK WIKI/AAPL open: 157.86 close: 157.5\n",
      "2017-08-18 FILLED BUY 1 WIKI/AAPL at 157.86\n",
      "2017-08-18 POSITION value:0.000 upnl:0.000 rpnl:1.460\n",
      "2017-08-21 TICK WIKI/AAPL open: 157.5 close: 157.21\n",
      "2017-08-21 POSITION value:0.000 upnl:0.000 rpnl:1.460\n",
      "2017-08-22 TICK WIKI/AAPL open: 158.23 close: 159.78\n",
      "2017-08-22 SELL signal\n",
      "2017-08-22 ORDER SELL WIKI/AAPL 1\n",
      "2017-08-22 POSITION value:0.000 upnl:0.000 rpnl:1.460\n",
      "2017-08-23 TICK WIKI/AAPL open: 159.07 close: 159.98\n",
      "2017-08-23 FILLED SELL 1 WIKI/AAPL at 159.07\n",
      "2017-08-23 POSITION value:159.070 upnl:-0.910 rpnl:1.460\n",
      "2017-08-24 TICK WIKI/AAPL open: 160.43 close: 159.27\n",
      "2017-08-24 POSITION value:159.070 upnl:-0.200 rpnl:1.460\n",
      "2017-08-25 TICK WIKI/AAPL open: 159.65 close: 159.86\n",
      "2017-08-25 POSITION value:159.070 upnl:-0.790 rpnl:1.460\n",
      "2017-08-28 TICK WIKI/AAPL open: 160.14 close: 161.47\n",
      "2017-08-28 POSITION value:159.070 upnl:-2.400 rpnl:1.460\n",
      "2017-08-29 TICK WIKI/AAPL open: 160.1 close: 162.91\n",
      "2017-08-29 POSITION value:159.070 upnl:-3.840 rpnl:1.460\n",
      "2017-08-30 TICK WIKI/AAPL open: 163.8 close: 163.35\n",
      "2017-08-30 POSITION value:159.070 upnl:-4.280 rpnl:1.460\n",
      "2017-08-31 TICK WIKI/AAPL open: 163.64 close: 164.0\n",
      "2017-08-31 POSITION value:159.070 upnl:-4.930 rpnl:1.460\n",
      "2017-09-01 TICK WIKI/AAPL open: 164.8 close: 164.05\n",
      "2017-09-01 POSITION value:159.070 upnl:-4.980 rpnl:1.460\n",
      "2017-09-05 TICK WIKI/AAPL open: 163.75 close: 162.08\n",
      "2017-09-05 BUY signal\n",
      "2017-09-05 ORDER BUY WIKI/AAPL 1\n",
      "2017-09-05 POSITION value:159.070 upnl:-3.010 rpnl:1.460\n",
      "2017-09-06 TICK WIKI/AAPL open: 162.71 close: 161.91\n",
      "2017-09-06 FILLED BUY 1 WIKI/AAPL at 162.71\n",
      "2017-09-06 POSITION value:0.000 upnl:0.000 rpnl:-3.640\n",
      "2017-09-07 TICK WIKI/AAPL open: 162.09 close: 161.26\n",
      "2017-09-07 BUY signal\n",
      "2017-09-07 ORDER BUY WIKI/AAPL 1\n",
      "2017-09-07 POSITION value:0.000 upnl:0.000 rpnl:-3.640\n",
      "2017-09-08 TICK WIKI/AAPL open: 160.86 close: 158.63\n",
      "2017-09-08 FILLED BUY 1 WIKI/AAPL at 160.86\n",
      "2017-09-08 POSITION value:-160.860 upnl:-2.230 rpnl:-3.640\n",
      "2017-09-11 TICK WIKI/AAPL open: 160.5 close: 161.5\n",
      "2017-09-11 SELL signal\n",
      "2017-09-11 ORDER SELL WIKI/AAPL 1\n",
      "2017-09-11 POSITION value:-160.860 upnl:0.640 rpnl:-3.640\n",
      "2017-09-12 TICK WIKI/AAPL open: 162.61 close: 160.82\n",
      "2017-09-12 FILLED SELL 1 WIKI/AAPL at 162.61\n",
      "2017-09-12 POSITION value:0.000 upnl:0.000 rpnl:1.750\n",
      "2017-09-13 TICK WIKI/AAPL open: 159.87 close: 159.65\n",
      "2017-09-13 BUY signal\n",
      "2017-09-13 ORDER BUY WIKI/AAPL 1\n",
      "2017-09-13 POSITION value:0.000 upnl:0.000 rpnl:1.750\n",
      "2017-09-14 TICK WIKI/AAPL open: 158.99 close: 158.28\n",
      "2017-09-14 FILLED BUY 1 WIKI/AAPL at 158.99\n",
      "2017-09-14 POSITION value:-158.990 upnl:-0.710 rpnl:1.750\n",
      "2017-09-15 TICK WIKI/AAPL open: 158.47 close: 159.88\n",
      "2017-09-15 SELL signal\n",
      "2017-09-15 ORDER SELL WIKI/AAPL 1\n",
      "2017-09-15 POSITION value:-158.990 upnl:0.890 rpnl:1.750\n",
      "2017-09-18 TICK WIKI/AAPL open: 160.11 close: 158.67\n",
      "2017-09-18 FILLED SELL 1 WIKI/AAPL at 160.11\n",
      "2017-09-18 BUY signal\n",
      "2017-09-18 ORDER BUY WIKI/AAPL 1\n",
      "2017-09-18 POSITION value:0.000 upnl:0.000 rpnl:1.120\n",
      "2017-09-19 TICK WIKI/AAPL open: 159.51 close: 158.73\n",
      "2017-09-19 FILLED BUY 1 WIKI/AAPL at 159.51\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2017-09-19 POSITION value:-159.510 upnl:-0.780 rpnl:1.120\n",
      "2017-09-20 TICK WIKI/AAPL open: 157.9 close: 156.07\n",
      "2017-09-20 POSITION value:-159.510 upnl:-3.440 rpnl:1.120\n",
      "2017-09-21 TICK WIKI/AAPL open: 155.8 close: 153.39\n",
      "2017-09-21 POSITION value:-159.510 upnl:-6.120 rpnl:1.120\n",
      "2017-09-22 TICK WIKI/AAPL open: 152.02 close: 151.89\n",
      "2017-09-22 POSITION value:-159.510 upnl:-7.620 rpnl:1.120\n",
      "2017-09-25 TICK WIKI/AAPL open: 149.99 close: 150.55\n",
      "2017-09-25 POSITION value:-159.510 upnl:-8.960 rpnl:1.120\n",
      "2017-09-26 TICK WIKI/AAPL open: 151.78 close: 153.14\n",
      "2017-09-26 SELL signal\n",
      "2017-09-26 ORDER SELL WIKI/AAPL 1\n",
      "2017-09-26 POSITION value:-159.510 upnl:-6.370 rpnl:1.120\n",
      "2017-09-27 TICK WIKI/AAPL open: 153.8 close: 154.23\n",
      "2017-09-27 FILLED SELL 1 WIKI/AAPL at 153.8\n",
      "2017-09-27 SELL signal\n",
      "2017-09-27 ORDER SELL WIKI/AAPL 1\n",
      "2017-09-27 POSITION value:0.000 upnl:0.000 rpnl:-5.710\n",
      "2017-09-28 TICK WIKI/AAPL open: 153.89 close: 153.28\n",
      "2017-09-28 FILLED SELL 1 WIKI/AAPL at 153.89\n",
      "2017-09-28 POSITION value:153.890 upnl:0.610 rpnl:-5.710\n",
      "2017-09-29 TICK WIKI/AAPL open: 153.21 close: 154.12\n",
      "2017-09-29 POSITION value:153.890 upnl:-0.230 rpnl:-5.710\n",
      "2017-10-02 TICK WIKI/AAPL open: 154.26 close: 153.81\n",
      "2017-10-02 POSITION value:153.890 upnl:0.080 rpnl:-5.710\n",
      "2017-10-03 TICK WIKI/AAPL open: 154.01 close: 154.48\n",
      "2017-10-03 POSITION value:153.890 upnl:-0.590 rpnl:-5.710\n",
      "2017-10-04 TICK WIKI/AAPL open: 153.63 close: 153.4508\n",
      "2017-10-04 POSITION value:153.890 upnl:0.439 rpnl:-5.710\n",
      "2017-10-05 TICK WIKI/AAPL open: 154.18 close: 155.39\n",
      "2017-10-05 POSITION value:153.890 upnl:-1.500 rpnl:-5.710\n",
      "2017-10-06 TICK WIKI/AAPL open: 154.97 close: 155.3\n",
      "2017-10-06 POSITION value:153.890 upnl:-1.410 rpnl:-5.710\n",
      "2017-10-09 TICK WIKI/AAPL open: 155.81 close: 155.84\n",
      "2017-10-09 POSITION value:153.890 upnl:-1.950 rpnl:-5.710\n",
      "2017-10-10 TICK WIKI/AAPL open: 156.055 close: 155.9\n",
      "2017-10-10 POSITION value:153.890 upnl:-2.010 rpnl:-5.710\n",
      "2017-10-11 TICK WIKI/AAPL open: 155.97 close: 156.55\n",
      "2017-10-11 POSITION value:153.890 upnl:-2.660 rpnl:-5.710\n",
      "2017-10-12 TICK WIKI/AAPL open: 156.35 close: 156.0\n",
      "2017-10-12 POSITION value:153.890 upnl:-2.110 rpnl:-5.710\n",
      "2017-10-13 TICK WIKI/AAPL open: 156.73 close: 156.99\n",
      "2017-10-13 POSITION value:153.890 upnl:-3.100 rpnl:-5.710\n",
      "2017-10-16 TICK WIKI/AAPL open: 157.9 close: 159.88\n",
      "2017-10-16 POSITION value:153.890 upnl:-5.990 rpnl:-5.710\n",
      "2017-10-17 TICK WIKI/AAPL open: 159.78 close: 160.47\n",
      "2017-10-17 POSITION value:153.890 upnl:-6.580 rpnl:-5.710\n",
      "2017-10-18 TICK WIKI/AAPL open: 160.42 close: 159.76\n",
      "2017-10-18 BUY signal\n",
      "2017-10-18 ORDER BUY WIKI/AAPL 1\n",
      "2017-10-18 POSITION value:153.890 upnl:-5.870 rpnl:-5.710\n",
      "2017-10-19 TICK WIKI/AAPL open: 156.75 close: 155.98\n",
      "2017-10-19 FILLED BUY 1 WIKI/AAPL at 156.75\n",
      "2017-10-19 BUY signal\n",
      "2017-10-19 ORDER BUY WIKI/AAPL 1\n",
      "2017-10-19 POSITION value:0.000 upnl:0.000 rpnl:-2.860\n",
      "2017-10-20 TICK WIKI/AAPL open: 156.61 close: 156.16\n",
      "2017-10-20 FILLED BUY 1 WIKI/AAPL at 156.61\n",
      "2017-10-20 POSITION value:-156.610 upnl:-0.450 rpnl:-2.860\n",
      "2017-10-23 TICK WIKI/AAPL open: 156.89 close: 156.17\n",
      "2017-10-23 POSITION value:-156.610 upnl:-0.440 rpnl:-2.860\n",
      "2017-10-24 TICK WIKI/AAPL open: 156.29 close: 157.1\n",
      "2017-10-24 SELL signal\n",
      "2017-10-24 ORDER SELL WIKI/AAPL 1\n",
      "2017-10-24 POSITION value:-156.610 upnl:0.490 rpnl:-2.860\n",
      "2017-10-25 TICK WIKI/AAPL open: 156.91 close: 156.405\n",
      "2017-10-25 FILLED SELL 1 WIKI/AAPL at 156.91\n",
      "2017-10-25 BUY signal\n",
      "2017-10-25 ORDER BUY WIKI/AAPL 1\n",
      "2017-10-25 POSITION value:0.000 upnl:0.000 rpnl:0.300\n",
      "2017-10-26 TICK WIKI/AAPL open: 157.23 close: 157.41\n",
      "2017-10-26 FILLED BUY 1 WIKI/AAPL at 157.23\n",
      "2017-10-26 SELL signal\n",
      "2017-10-26 ORDER SELL WIKI/AAPL 1\n",
      "2017-10-26 POSITION value:-157.230 upnl:0.180 rpnl:0.300\n",
      "2017-10-27 TICK WIKI/AAPL open: 159.29 close: 163.05\n",
      "2017-10-27 FILLED SELL 1 WIKI/AAPL at 159.29\n",
      "2017-10-27 SELL signal\n",
      "2017-10-27 ORDER SELL WIKI/AAPL 1\n",
      "2017-10-27 POSITION value:0.000 upnl:0.000 rpnl:2.060\n",
      "2017-10-30 TICK WIKI/AAPL open: 163.89 close: 166.72\n",
      "2017-10-30 FILLED SELL 1 WIKI/AAPL at 163.89\n",
      "2017-10-30 POSITION value:163.890 upnl:-2.830 rpnl:2.060\n",
      "2017-10-31 TICK WIKI/AAPL open: 167.9 close: 169.04\n",
      "2017-10-31 POSITION value:163.890 upnl:-5.150 rpnl:2.060\n",
      "2017-11-01 TICK WIKI/AAPL open: 169.87 close: 166.89\n",
      "2017-11-01 BUY signal\n",
      "2017-11-01 ORDER BUY WIKI/AAPL 1\n",
      "2017-11-01 POSITION value:163.890 upnl:-3.000 rpnl:2.060\n",
      "2017-11-02 TICK WIKI/AAPL open: 167.64 close: 168.11\n",
      "2017-11-02 FILLED BUY 1 WIKI/AAPL at 167.64\n",
      "2017-11-02 POSITION value:0.000 upnl:0.000 rpnl:-3.750\n",
      "2017-11-03 TICK WIKI/AAPL open: 174.0 close: 172.5\n",
      "2017-11-03 SELL signal\n",
      "2017-11-03 ORDER SELL WIKI/AAPL 1\n",
      "2017-11-03 POSITION value:0.000 upnl:0.000 rpnl:-3.750\n",
      "2017-11-06 TICK WIKI/AAPL open: 172.365 close: 174.25\n",
      "2017-11-06 FILLED SELL 1 WIKI/AAPL at 172.365\n",
      "2017-11-06 POSITION value:172.365 upnl:-1.885 rpnl:-3.750\n",
      "2017-11-07 TICK WIKI/AAPL open: 173.91 close: 174.81\n",
      "2017-11-07 POSITION value:172.365 upnl:-2.445 rpnl:-3.750\n",
      "2017-11-09 TICK WIKI/AAPL open: 175.11 close: 175.88\n",
      "2017-11-09 POSITION value:172.365 upnl:-3.515 rpnl:-3.750\n",
      "2017-11-10 TICK WIKI/AAPL open: 175.11 close: 174.67\n",
      "2017-11-10 BUY signal\n",
      "2017-11-10 ORDER BUY WIKI/AAPL 1\n",
      "2017-11-10 POSITION value:172.365 upnl:-2.305 rpnl:-3.750\n",
      "2017-11-13 TICK WIKI/AAPL open: 173.5 close: 173.97\n",
      "2017-11-13 FILLED BUY 1 WIKI/AAPL at 173.5\n",
      "2017-11-13 BUY signal\n",
      "2017-11-13 ORDER BUY WIKI/AAPL 1\n",
      "2017-11-13 POSITION value:0.000 upnl:0.000 rpnl:-1.135\n",
      "2017-11-14 TICK WIKI/AAPL open: 173.04 close: 171.34\n",
      "2017-11-14 FILLED BUY 1 WIKI/AAPL at 173.04\n",
      "2017-11-14 POSITION value:-173.040 upnl:-1.700 rpnl:-1.135\n",
      "2017-11-15 TICK WIKI/AAPL open: 169.97 close: 169.08\n",
      "2017-11-15 POSITION value:-173.040 upnl:-3.960 rpnl:-1.135\n",
      "2017-11-16 TICK WIKI/AAPL open: 171.18 close: 171.1\n",
      "2017-11-16 SELL signal\n",
      "2017-11-16 ORDER SELL WIKI/AAPL 1\n",
      "2017-11-16 POSITION value:-173.040 upnl:-1.940 rpnl:-1.135\n",
      "2017-11-17 TICK WIKI/AAPL open: 171.04 close: 170.15\n",
      "2017-11-17 FILLED SELL 1 WIKI/AAPL at 171.04\n",
      "2017-11-17 BUY signal\n",
      "2017-11-17 ORDER BUY WIKI/AAPL 1\n",
      "2017-11-17 POSITION value:0.000 upnl:0.000 rpnl:-2.000\n",
      "2017-11-20 TICK WIKI/AAPL open: 170.29 close: 169.98\n",
      "2017-11-20 FILLED BUY 1 WIKI/AAPL at 170.29\n",
      "2017-11-20 POSITION value:-170.290 upnl:-0.310 rpnl:-2.000\n",
      "2017-11-21 TICK WIKI/AAPL open: 170.78 close: 173.14\n",
      "2017-11-21 SELL signal\n",
      "2017-11-21 ORDER SELL WIKI/AAPL 1\n",
      "2017-11-21 POSITION value:-170.290 upnl:2.850 rpnl:-2.000\n",
      "2017-11-22 TICK WIKI/AAPL open: 173.36 close: 174.96\n",
      "2017-11-22 FILLED SELL 1 WIKI/AAPL at 173.36\n",
      "2017-11-22 POSITION value:0.000 upnl:0.000 rpnl:3.070\n",
      "2017-11-24 TICK WIKI/AAPL open: 175.1 close: 174.97\n",
      "2017-11-24 POSITION value:0.000 upnl:0.000 rpnl:3.070\n",
      "2017-11-27 TICK WIKI/AAPL open: 175.05 close: 174.09\n",
      "2017-11-27 BUY signal\n",
      "2017-11-27 ORDER BUY WIKI/AAPL 1\n",
      "2017-11-27 POSITION value:0.000 upnl:0.000 rpnl:3.070\n",
      "2017-11-28 TICK WIKI/AAPL open: 174.3 close: 173.07\n",
      "2017-11-28 FILLED BUY 1 WIKI/AAPL at 174.3\n",
      "2017-11-28 POSITION value:-174.300 upnl:-1.230 rpnl:3.070\n",
      "2017-11-29 TICK WIKI/AAPL open: 172.63 close: 169.48\n",
      "2017-11-29 POSITION value:-174.300 upnl:-4.820 rpnl:3.070\n",
      "2017-11-30 TICK WIKI/AAPL open: 170.43 close: 171.85\n",
      "2017-11-30 SELL signal\n",
      "2017-11-30 ORDER SELL WIKI/AAPL 1\n",
      "2017-11-30 POSITION value:-174.300 upnl:-2.450 rpnl:3.070\n",
      "2017-12-01 TICK WIKI/AAPL open: 169.95 close: 171.05\n",
      "2017-12-01 FILLED SELL 1 WIKI/AAPL at 169.95\n",
      "2017-12-01 POSITION value:0.000 upnl:0.000 rpnl:-4.350\n",
      "2017-12-04 TICK WIKI/AAPL open: 172.48 close: 169.8\n",
      "2017-12-04 BUY signal\n",
      "2017-12-04 ORDER BUY WIKI/AAPL 1\n",
      "2017-12-04 POSITION value:0.000 upnl:0.000 rpnl:-4.350\n",
      "2017-12-05 TICK WIKI/AAPL open: 169.06 close: 169.64\n",
      "2017-12-05 FILLED BUY 1 WIKI/AAPL at 169.06\n",
      "2017-12-05 POSITION value:-169.060 upnl:0.580 rpnl:-4.350\n",
      "2017-12-06 TICK WIKI/AAPL open: 167.5 close: 169.01\n",
      "2017-12-06 POSITION value:-169.060 upnl:-0.050 rpnl:-4.350\n",
      "2017-12-07 TICK WIKI/AAPL open: 169.03 close: 169.452\n",
      "2017-12-07 POSITION value:-169.060 upnl:0.392 rpnl:-4.350\n",
      "2017-12-08 TICK WIKI/AAPL open: 170.49 close: 169.37\n",
      "2017-12-08 POSITION value:-169.060 upnl:0.310 rpnl:-4.350\n",
      "2017-12-11 TICK WIKI/AAPL open: 169.2 close: 172.67\n",
      "2017-12-11 SELL signal\n",
      "2017-12-11 ORDER SELL WIKI/AAPL 1\n",
      "2017-12-11 POSITION value:-169.060 upnl:3.610 rpnl:-4.350\n",
      "2017-12-12 TICK WIKI/AAPL open: 172.15 close: 171.7\n",
      "2017-12-12 FILLED SELL 1 WIKI/AAPL at 172.15\n",
      "2017-12-12 BUY signal\n",
      "2017-12-12 ORDER BUY WIKI/AAPL 1\n",
      "2017-12-12 POSITION value:0.000 upnl:0.000 rpnl:3.090\n",
      "2017-12-13 TICK WIKI/AAPL open: 172.5 close: 172.27\n",
      "2017-12-13 FILLED BUY 1 WIKI/AAPL at 172.5\n",
      "2017-12-13 POSITION value:-172.500 upnl:-0.230 rpnl:3.090\n",
      "2017-12-14 TICK WIKI/AAPL open: 172.4 close: 172.22\n",
      "2017-12-14 POSITION value:-172.500 upnl:-0.280 rpnl:3.090\n",
      "2017-12-15 TICK WIKI/AAPL open: 173.63 close: 173.87\n",
      "2017-12-15 SELL signal\n",
      "2017-12-15 ORDER SELL WIKI/AAPL 1\n",
      "2017-12-15 POSITION value:-172.500 upnl:1.370 rpnl:3.090\n",
      "2017-12-18 TICK WIKI/AAPL open: 174.88 close: 176.42\n",
      "2017-12-18 FILLED SELL 1 WIKI/AAPL at 174.88\n",
      "2017-12-18 SELL signal\n",
      "2017-12-18 ORDER SELL WIKI/AAPL 1\n",
      "2017-12-18 POSITION value:0.000 upnl:0.000 rpnl:2.380\n",
      "2017-12-19 TICK WIKI/AAPL open: 175.03 close: 174.54\n",
      "2017-12-19 FILLED SELL 1 WIKI/AAPL at 175.03\n",
      "2017-12-19 BUY signal\n",
      "2017-12-19 ORDER BUY WIKI/AAPL 1\n",
      "2017-12-19 POSITION value:175.030 upnl:0.490 rpnl:2.380\n",
      "2017-12-20 TICK WIKI/AAPL open: 174.87 close: 174.35\n",
      "2017-12-20 FILLED BUY 1 WIKI/AAPL at 174.87\n",
      "2017-12-20 POSITION value:0.000 upnl:0.000 rpnl:0.160\n",
      "2017-12-21 TICK WIKI/AAPL open: 174.17 close: 175.01\n",
      "2017-12-21 POSITION value:0.000 upnl:0.000 rpnl:0.160\n",
      "2017-12-22 TICK WIKI/AAPL open: 174.68 close: 175.01\n",
      "2017-12-22 POSITION value:0.000 upnl:0.000 rpnl:0.160\n",
      "2017-12-26 TICK WIKI/AAPL open: 170.8 close: 170.57\n",
      "2017-12-26 BUY signal\n",
      "2017-12-26 ORDER BUY WIKI/AAPL 1\n",
      "2017-12-26 POSITION value:0.000 upnl:0.000 rpnl:0.160\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2017-12-27 TICK WIKI/AAPL open: 170.1 close: 170.6\n",
      "2017-12-27 FILLED BUY 1 WIKI/AAPL at 170.1\n",
      "2017-12-27 POSITION value:-170.100 upnl:0.500 rpnl:0.160\n",
      "2017-12-28 TICK WIKI/AAPL open: 171.0 close: 171.08\n",
      "2017-12-28 POSITION value:-170.100 upnl:0.980 rpnl:0.160\n",
      "2017-12-29 TICK WIKI/AAPL open: 170.52 close: 169.23\n",
      "2017-12-29 POSITION value:-170.100 upnl:-0.870 rpnl:0.160\n",
      "Backtest completed.\n",
      "Backtest started...\n",
      "Processing total_ticks: 753\n",
      "2015-01-02 TICK WIKI/AAPL open: 111.39 close: 109.33\n",
      "2015-01-05 TICK WIKI/AAPL open: 108.29 close: 106.25\n",
      "2015-01-06 TICK WIKI/AAPL open: 106.54 close: 106.26\n",
      "2015-01-07 TICK WIKI/AAPL open: 107.2 close: 107.75\n",
      "2015-01-08 TICK WIKI/AAPL open: 109.23 close: 111.89\n",
      "2015-01-09 TICK WIKI/AAPL open: 112.67 close: 112.01\n",
      "2015-01-12 TICK WIKI/AAPL open: 112.6 close: 109.25\n",
      "2015-01-13 TICK WIKI/AAPL open: 111.43 close: 110.22\n",
      "2015-01-14 TICK WIKI/AAPL open: 109.04 close: 109.8\n",
      "2015-01-15 TICK WIKI/AAPL open: 110.0 close: 106.82\n",
      "2015-01-16 TICK WIKI/AAPL open: 107.03 close: 105.99\n",
      "2015-01-20 TICK WIKI/AAPL open: 107.84 close: 108.72\n",
      "2015-01-21 TICK WIKI/AAPL open: 108.95 close: 109.55\n",
      "2015-01-22 TICK WIKI/AAPL open: 110.26 close: 112.4\n",
      "2015-01-23 TICK WIKI/AAPL open: 112.3 close: 112.98\n",
      "2015-01-26 TICK WIKI/AAPL open: 113.74 close: 113.1\n",
      "2015-01-27 TICK WIKI/AAPL open: 112.42 close: 109.14\n",
      "2015-01-28 TICK WIKI/AAPL open: 117.625 close: 115.31\n",
      "2015-01-29 TICK WIKI/AAPL open: 116.32 close: 118.9\n",
      "2015-01-30 TICK WIKI/AAPL open: 118.4 close: 117.16\n",
      "2015-02-02 TICK WIKI/AAPL open: 118.05 close: 118.63\n",
      "2015-02-03 TICK WIKI/AAPL open: 118.5 close: 118.65\n",
      "2015-02-04 TICK WIKI/AAPL open: 118.5 close: 119.56\n",
      "2015-02-05 TICK WIKI/AAPL open: 120.02 close: 119.94\n",
      "2015-02-06 TICK WIKI/AAPL open: 120.02 close: 118.93\n",
      "2015-02-09 TICK WIKI/AAPL open: 118.55 close: 119.72\n",
      "2015-02-10 TICK WIKI/AAPL open: 120.17 close: 122.02\n",
      "2015-02-11 TICK WIKI/AAPL open: 122.77 close: 124.88\n",
      "2015-02-12 TICK WIKI/AAPL open: 126.06 close: 126.46\n",
      "2015-02-13 TICK WIKI/AAPL open: 127.28 close: 127.08\n",
      "2015-02-17 TICK WIKI/AAPL open: 127.49 close: 127.83\n",
      "2015-02-18 TICK WIKI/AAPL open: 127.625 close: 128.715\n",
      "2015-02-19 TICK WIKI/AAPL open: 128.48 close: 128.45\n",
      "2015-02-20 TICK WIKI/AAPL open: 128.62 close: 129.495\n",
      "2015-02-23 TICK WIKI/AAPL open: 130.02 close: 133.0\n",
      "2015-02-24 TICK WIKI/AAPL open: 132.94 close: 132.17\n",
      "2015-02-25 TICK WIKI/AAPL open: 131.56 close: 128.79\n",
      "2015-02-25 BUY signal\n",
      "2015-02-25 ORDER BUY WIKI/AAPL 1\n",
      "2015-02-26 TICK WIKI/AAPL open: 128.785 close: 130.415\n",
      "2015-02-26 FILLED BUY 1 WIKI/AAPL at 128.785\n",
      "2015-02-26 POSITION value:-128.785 upnl:1.630 rpnl:0.000\n",
      "2015-02-27 TICK WIKI/AAPL open: 130.0 close: 128.46\n",
      "2015-02-27 POSITION value:-128.785 upnl:-0.325 rpnl:0.000\n",
      "2015-03-02 TICK WIKI/AAPL open: 129.25 close: 129.09\n",
      "2015-03-02 POSITION value:-128.785 upnl:0.305 rpnl:0.000\n",
      "2015-03-03 TICK WIKI/AAPL open: 128.96 close: 129.36\n",
      "2015-03-03 POSITION value:-128.785 upnl:0.575 rpnl:0.000\n",
      "2015-03-04 TICK WIKI/AAPL open: 129.1 close: 128.54\n",
      "2015-03-04 POSITION value:-128.785 upnl:-0.245 rpnl:0.000\n",
      "2015-03-05 TICK WIKI/AAPL open: 128.58 close: 126.41\n",
      "2015-03-05 POSITION value:-128.785 upnl:-2.375 rpnl:0.000\n",
      "2015-03-06 TICK WIKI/AAPL open: 128.4 close: 126.6\n",
      "2015-03-06 POSITION value:-128.785 upnl:-2.185 rpnl:0.000\n",
      "2015-03-09 TICK WIKI/AAPL open: 127.96 close: 127.14\n",
      "2015-03-09 POSITION value:-128.785 upnl:-1.645 rpnl:0.000\n",
      "2015-03-10 TICK WIKI/AAPL open: 126.41 close: 124.51\n",
      "2015-03-10 POSITION value:-128.785 upnl:-4.275 rpnl:0.000\n",
      "2015-03-11 TICK WIKI/AAPL open: 124.75 close: 122.24\n",
      "2015-03-11 POSITION value:-128.785 upnl:-6.545 rpnl:0.000\n",
      "2015-03-12 TICK WIKI/AAPL open: 122.31 close: 124.45\n",
      "2015-03-12 POSITION value:-128.785 upnl:-4.335 rpnl:0.000\n",
      "2015-03-13 TICK WIKI/AAPL open: 124.4 close: 123.59\n",
      "2015-03-13 POSITION value:-128.785 upnl:-5.195 rpnl:0.000\n",
      "2015-03-16 TICK WIKI/AAPL open: 123.88 close: 124.95\n",
      "2015-03-16 POSITION value:-128.785 upnl:-3.835 rpnl:0.000\n",
      "2015-03-17 TICK WIKI/AAPL open: 125.9 close: 127.04\n",
      "2015-03-17 POSITION value:-128.785 upnl:-1.745 rpnl:0.000\n",
      "2015-03-18 TICK WIKI/AAPL open: 127.0 close: 128.47\n",
      "2015-03-18 POSITION value:-128.785 upnl:-0.315 rpnl:0.000\n",
      "2015-03-19 TICK WIKI/AAPL open: 128.75 close: 127.495\n",
      "2015-03-19 POSITION value:-128.785 upnl:-1.290 rpnl:0.000\n",
      "2015-03-20 TICK WIKI/AAPL open: 128.25 close: 125.9\n",
      "2015-03-20 POSITION value:-128.785 upnl:-2.885 rpnl:0.000\n",
      "2015-03-23 TICK WIKI/AAPL open: 127.12 close: 127.21\n",
      "2015-03-23 POSITION value:-128.785 upnl:-1.575 rpnl:0.000\n",
      "2015-03-24 TICK WIKI/AAPL open: 127.23 close: 126.69\n",
      "2015-03-24 POSITION value:-128.785 upnl:-2.095 rpnl:0.000\n",
      "2015-03-25 TICK WIKI/AAPL open: 126.54 close: 123.38\n",
      "2015-03-25 POSITION value:-128.785 upnl:-5.405 rpnl:0.000\n",
      "2015-03-26 TICK WIKI/AAPL open: 122.76 close: 124.24\n",
      "2015-03-26 POSITION value:-128.785 upnl:-4.545 rpnl:0.000\n",
      "2015-03-27 TICK WIKI/AAPL open: 124.57 close: 123.25\n",
      "2015-03-27 POSITION value:-128.785 upnl:-5.535 rpnl:0.000\n",
      "2015-03-30 TICK WIKI/AAPL open: 124.05 close: 126.37\n",
      "2015-03-30 SELL signal\n",
      "2015-03-30 ORDER SELL WIKI/AAPL 1\n",
      "2015-03-30 POSITION value:-128.785 upnl:-2.415 rpnl:0.000\n",
      "2015-03-31 TICK WIKI/AAPL open: 126.09 close: 124.43\n",
      "2015-03-31 FILLED SELL 1 WIKI/AAPL at 126.09\n",
      "2015-03-31 POSITION value:0.000 upnl:0.000 rpnl:-2.695\n",
      "2015-04-01 TICK WIKI/AAPL open: 124.82 close: 124.25\n",
      "2015-04-01 POSITION value:0.000 upnl:0.000 rpnl:-2.695\n",
      "2015-04-02 TICK WIKI/AAPL open: 125.03 close: 125.32\n",
      "2015-04-02 POSITION value:0.000 upnl:0.000 rpnl:-2.695\n",
      "2015-04-06 TICK WIKI/AAPL open: 124.47 close: 127.35\n",
      "2015-04-06 POSITION value:0.000 upnl:0.000 rpnl:-2.695\n",
      "2015-04-07 TICK WIKI/AAPL open: 127.64 close: 126.01\n",
      "2015-04-07 POSITION value:0.000 upnl:0.000 rpnl:-2.695\n",
      "2015-04-08 TICK WIKI/AAPL open: 125.85 close: 125.6\n",
      "2015-04-08 POSITION value:0.000 upnl:0.000 rpnl:-2.695\n",
      "2015-04-09 TICK WIKI/AAPL open: 125.85 close: 126.56\n",
      "2015-04-09 POSITION value:0.000 upnl:0.000 rpnl:-2.695\n",
      "2015-04-10 TICK WIKI/AAPL open: 125.95 close: 127.1\n",
      "2015-04-10 POSITION value:0.000 upnl:0.000 rpnl:-2.695\n",
      "2015-04-13 TICK WIKI/AAPL open: 128.37 close: 126.85\n",
      "2015-04-13 POSITION value:0.000 upnl:0.000 rpnl:-2.695\n",
      "2015-04-14 TICK WIKI/AAPL open: 127.0 close: 126.3\n",
      "2015-04-14 POSITION value:0.000 upnl:0.000 rpnl:-2.695\n",
      "2015-04-15 TICK WIKI/AAPL open: 126.41 close: 126.78\n",
      "2015-04-15 POSITION value:0.000 upnl:0.000 rpnl:-2.695\n",
      "2015-04-16 TICK WIKI/AAPL open: 126.28 close: 126.17\n",
      "2015-04-16 POSITION value:0.000 upnl:0.000 rpnl:-2.695\n",
      "2015-04-17 TICK WIKI/AAPL open: 125.55 close: 124.75\n",
      "2015-04-17 POSITION value:0.000 upnl:0.000 rpnl:-2.695\n",
      "2015-04-20 TICK WIKI/AAPL open: 125.57 close: 127.6\n",
      "2015-04-20 SELL signal\n",
      "2015-04-20 ORDER SELL WIKI/AAPL 1\n",
      "2015-04-20 POSITION value:0.000 upnl:0.000 rpnl:-2.695\n",
      "2015-04-21 TICK WIKI/AAPL open: 128.1 close: 126.91\n",
      "2015-04-21 FILLED SELL 1 WIKI/AAPL at 128.1\n",
      "2015-04-21 POSITION value:128.100 upnl:1.190 rpnl:-2.695\n",
      "2015-04-22 TICK WIKI/AAPL open: 126.99 close: 128.62\n",
      "2015-04-22 POSITION value:128.100 upnl:-0.520 rpnl:-2.695\n",
      "2015-04-23 TICK WIKI/AAPL open: 128.3 close: 129.67\n",
      "2015-04-23 POSITION value:128.100 upnl:-1.570 rpnl:-2.695\n",
      "2015-04-24 TICK WIKI/AAPL open: 130.49 close: 130.28\n",
      "2015-04-24 POSITION value:128.100 upnl:-2.180 rpnl:-2.695\n",
      "2015-04-27 TICK WIKI/AAPL open: 132.31 close: 132.65\n",
      "2015-04-27 POSITION value:128.100 upnl:-4.550 rpnl:-2.695\n",
      "2015-04-28 TICK WIKI/AAPL open: 134.455 close: 130.56\n",
      "2015-04-28 BUY signal\n",
      "2015-04-28 ORDER BUY WIKI/AAPL 1\n",
      "2015-04-28 POSITION value:128.100 upnl:-2.460 rpnl:-2.695\n",
      "2015-04-29 TICK WIKI/AAPL open: 130.16 close: 128.64\n",
      "2015-04-29 FILLED BUY 1 WIKI/AAPL at 130.16\n",
      "2015-04-29 POSITION value:0.000 upnl:0.000 rpnl:-2.060\n",
      "2015-04-30 TICK WIKI/AAPL open: 127.5 close: 125.15\n",
      "2015-04-30 BUY signal\n",
      "2015-04-30 ORDER BUY WIKI/AAPL 1\n",
      "2015-04-30 POSITION value:0.000 upnl:0.000 rpnl:-2.060\n",
      "2015-05-01 TICK WIKI/AAPL open: 126.1 close: 128.95\n",
      "2015-05-01 FILLED BUY 1 WIKI/AAPL at 126.1\n",
      "2015-05-01 SELL signal\n",
      "2015-05-01 ORDER SELL WIKI/AAPL 1\n",
      "2015-05-01 POSITION value:-126.100 upnl:2.850 rpnl:-2.060\n",
      "2015-05-04 TICK WIKI/AAPL open: 129.5 close: 128.7\n",
      "2015-05-04 FILLED SELL 1 WIKI/AAPL at 129.5\n",
      "2015-05-04 POSITION value:0.000 upnl:0.000 rpnl:3.400\n",
      "2015-05-05 TICK WIKI/AAPL open: 128.15 close: 125.8\n",
      "2015-05-05 BUY signal\n",
      "2015-05-05 ORDER BUY WIKI/AAPL 1\n",
      "2015-05-05 POSITION value:0.000 upnl:0.000 rpnl:3.400\n",
      "2015-05-06 TICK WIKI/AAPL open: 126.56 close: 125.01\n",
      "2015-05-06 FILLED BUY 1 WIKI/AAPL at 126.56\n",
      "2015-05-06 POSITION value:-126.560 upnl:-1.550 rpnl:3.400\n",
      "2015-05-07 TICK WIKI/AAPL open: 124.77 close: 125.26\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2015-05-07 POSITION value:-126.560 upnl:-1.300 rpnl:3.400\n",
      "2015-05-08 TICK WIKI/AAPL open: 126.68 close: 127.62\n",
      "2015-05-08 POSITION value:-126.560 upnl:1.060 rpnl:3.400\n",
      "2015-05-11 TICK WIKI/AAPL open: 127.39 close: 126.32\n",
      "2015-05-11 POSITION value:-126.560 upnl:-0.240 rpnl:3.400\n",
      "2015-05-12 TICK WIKI/AAPL open: 125.6 close: 125.865\n",
      "2015-05-12 POSITION value:-126.560 upnl:-0.695 rpnl:3.400\n",
      "2015-05-13 TICK WIKI/AAPL open: 126.15 close: 126.01\n",
      "2015-05-13 POSITION value:-126.560 upnl:-0.550 rpnl:3.400\n",
      "2015-05-14 TICK WIKI/AAPL open: 127.41 close: 128.95\n",
      "2015-05-14 POSITION value:-126.560 upnl:2.390 rpnl:3.400\n",
      "2015-05-15 TICK WIKI/AAPL open: 129.07 close: 128.77\n",
      "2015-05-15 POSITION value:-126.560 upnl:2.210 rpnl:3.400\n",
      "2015-05-18 TICK WIKI/AAPL open: 128.38 close: 130.19\n",
      "2015-05-18 POSITION value:-126.560 upnl:3.630 rpnl:3.400\n",
      "2015-05-19 TICK WIKI/AAPL open: 130.69 close: 130.07\n",
      "2015-05-19 POSITION value:-126.560 upnl:3.510 rpnl:3.400\n",
      "2015-05-20 TICK WIKI/AAPL open: 130.0 close: 130.06\n",
      "2015-05-20 POSITION value:-126.560 upnl:3.500 rpnl:3.400\n",
      "2015-05-21 TICK WIKI/AAPL open: 130.07 close: 131.39\n",
      "2015-05-21 POSITION value:-126.560 upnl:4.830 rpnl:3.400\n",
      "2015-05-22 TICK WIKI/AAPL open: 131.6 close: 132.54\n",
      "2015-05-22 POSITION value:-126.560 upnl:5.980 rpnl:3.400\n",
      "2015-05-26 TICK WIKI/AAPL open: 132.6 close: 129.62\n",
      "2015-05-26 POSITION value:-126.560 upnl:3.060 rpnl:3.400\n",
      "2015-05-27 TICK WIKI/AAPL open: 130.34 close: 132.045\n",
      "2015-05-27 POSITION value:-126.560 upnl:5.485 rpnl:3.400\n",
      "2015-05-28 TICK WIKI/AAPL open: 131.86 close: 131.78\n",
      "2015-05-28 POSITION value:-126.560 upnl:5.220 rpnl:3.400\n",
      "2015-05-29 TICK WIKI/AAPL open: 131.23 close: 130.28\n",
      "2015-05-29 POSITION value:-126.560 upnl:3.720 rpnl:3.400\n",
      "2015-06-01 TICK WIKI/AAPL open: 131.2 close: 130.535\n",
      "2015-06-01 POSITION value:-126.560 upnl:3.975 rpnl:3.400\n",
      "2015-06-02 TICK WIKI/AAPL open: 129.86 close: 129.96\n",
      "2015-06-02 POSITION value:-126.560 upnl:3.400 rpnl:3.400\n",
      "2015-06-03 TICK WIKI/AAPL open: 130.66 close: 130.12\n",
      "2015-06-03 POSITION value:-126.560 upnl:3.560 rpnl:3.400\n",
      "2015-06-04 TICK WIKI/AAPL open: 129.58 close: 129.36\n",
      "2015-06-04 POSITION value:-126.560 upnl:2.800 rpnl:3.400\n",
      "2015-06-05 TICK WIKI/AAPL open: 129.5 close: 128.65\n",
      "2015-06-05 POSITION value:-126.560 upnl:2.090 rpnl:3.400\n",
      "2015-06-08 TICK WIKI/AAPL open: 128.9 close: 127.8\n",
      "2015-06-08 POSITION value:-126.560 upnl:1.240 rpnl:3.400\n",
      "2015-06-09 TICK WIKI/AAPL open: 126.7 close: 127.42\n",
      "2015-06-09 POSITION value:-126.560 upnl:0.860 rpnl:3.400\n",
      "2015-06-10 TICK WIKI/AAPL open: 127.92 close: 128.88\n",
      "2015-06-10 POSITION value:-126.560 upnl:2.320 rpnl:3.400\n",
      "2015-06-11 TICK WIKI/AAPL open: 129.18 close: 128.59\n",
      "2015-06-11 POSITION value:-126.560 upnl:2.030 rpnl:3.400\n",
      "2015-06-12 TICK WIKI/AAPL open: 128.185 close: 127.17\n",
      "2015-06-12 POSITION value:-126.560 upnl:0.610 rpnl:3.400\n",
      "2015-06-15 TICK WIKI/AAPL open: 126.1 close: 126.92\n",
      "2015-06-15 POSITION value:-126.560 upnl:0.360 rpnl:3.400\n",
      "2015-06-16 TICK WIKI/AAPL open: 127.03 close: 127.6\n",
      "2015-06-16 POSITION value:-126.560 upnl:1.040 rpnl:3.400\n",
      "2015-06-17 TICK WIKI/AAPL open: 127.72 close: 127.3\n",
      "2015-06-17 POSITION value:-126.560 upnl:0.740 rpnl:3.400\n",
      "2015-06-18 TICK WIKI/AAPL open: 127.23 close: 127.88\n",
      "2015-06-18 POSITION value:-126.560 upnl:1.320 rpnl:3.400\n",
      "2015-06-19 TICK WIKI/AAPL open: 127.71 close: 126.6\n",
      "2015-06-19 POSITION value:-126.560 upnl:0.040 rpnl:3.400\n",
      "2015-06-22 TICK WIKI/AAPL open: 127.49 close: 127.61\n",
      "2015-06-22 POSITION value:-126.560 upnl:1.050 rpnl:3.400\n",
      "2015-06-23 TICK WIKI/AAPL open: 127.48 close: 127.03\n",
      "2015-06-23 POSITION value:-126.560 upnl:0.470 rpnl:3.400\n",
      "2015-06-24 TICK WIKI/AAPL open: 127.21 close: 128.11\n",
      "2015-06-24 POSITION value:-126.560 upnl:1.550 rpnl:3.400\n",
      "2015-06-25 TICK WIKI/AAPL open: 128.86 close: 127.5\n",
      "2015-06-25 POSITION value:-126.560 upnl:0.940 rpnl:3.400\n",
      "2015-06-26 TICK WIKI/AAPL open: 127.67 close: 126.75\n",
      "2015-06-26 POSITION value:-126.560 upnl:0.190 rpnl:3.400\n",
      "2015-06-29 TICK WIKI/AAPL open: 125.46 close: 124.53\n",
      "2015-06-29 POSITION value:-126.560 upnl:-2.030 rpnl:3.400\n",
      "2015-06-30 TICK WIKI/AAPL open: 125.57 close: 125.425\n",
      "2015-06-30 POSITION value:-126.560 upnl:-1.135 rpnl:3.400\n",
      "2015-07-01 TICK WIKI/AAPL open: 126.9 close: 126.6\n",
      "2015-07-01 POSITION value:-126.560 upnl:0.040 rpnl:3.400\n",
      "2015-07-02 TICK WIKI/AAPL open: 126.43 close: 126.44\n",
      "2015-07-02 POSITION value:-126.560 upnl:-0.120 rpnl:3.400\n",
      "2015-07-06 TICK WIKI/AAPL open: 124.94 close: 126.0\n",
      "2015-07-06 POSITION value:-126.560 upnl:-0.560 rpnl:3.400\n",
      "2015-07-07 TICK WIKI/AAPL open: 125.89 close: 125.69\n",
      "2015-07-07 POSITION value:-126.560 upnl:-0.870 rpnl:3.400\n",
      "2015-07-08 TICK WIKI/AAPL open: 124.48 close: 122.57\n",
      "2015-07-08 POSITION value:-126.560 upnl:-3.990 rpnl:3.400\n",
      "2015-07-09 TICK WIKI/AAPL open: 123.85 close: 120.07\n",
      "2015-07-09 POSITION value:-126.560 upnl:-6.490 rpnl:3.400\n",
      "2015-07-10 TICK WIKI/AAPL open: 121.94 close: 123.28\n",
      "2015-07-10 SELL signal\n",
      "2015-07-10 ORDER SELL WIKI/AAPL 1\n",
      "2015-07-10 POSITION value:-126.560 upnl:-3.280 rpnl:3.400\n",
      "2015-07-13 TICK WIKI/AAPL open: 125.03 close: 125.66\n",
      "2015-07-13 FILLED SELL 1 WIKI/AAPL at 125.03\n",
      "2015-07-13 SELL signal\n",
      "2015-07-13 ORDER SELL WIKI/AAPL 1\n",
      "2015-07-13 POSITION value:0.000 upnl:0.000 rpnl:-1.530\n",
      "2015-07-14 TICK WIKI/AAPL open: 126.04 close: 125.61\n",
      "2015-07-14 FILLED SELL 1 WIKI/AAPL at 126.04\n",
      "2015-07-14 POSITION value:126.040 upnl:0.430 rpnl:-1.530\n",
      "2015-07-15 TICK WIKI/AAPL open: 125.72 close: 126.82\n",
      "2015-07-15 POSITION value:126.040 upnl:-0.780 rpnl:-1.530\n",
      "2015-07-16 TICK WIKI/AAPL open: 127.74 close: 128.51\n",
      "2015-07-16 POSITION value:126.040 upnl:-2.470 rpnl:-1.530\n",
      "2015-07-17 TICK WIKI/AAPL open: 129.08 close: 129.62\n",
      "2015-07-17 POSITION value:126.040 upnl:-3.580 rpnl:-1.530\n",
      "2015-07-20 TICK WIKI/AAPL open: 130.97 close: 132.07\n",
      "2015-07-20 POSITION value:126.040 upnl:-6.030 rpnl:-1.530\n",
      "2015-07-21 TICK WIKI/AAPL open: 132.85 close: 130.75\n",
      "2015-07-21 POSITION value:126.040 upnl:-4.710 rpnl:-1.530\n",
      "2015-07-22 TICK WIKI/AAPL open: 121.99 close: 125.22\n",
      "2015-07-22 BUY signal\n",
      "2015-07-22 ORDER BUY WIKI/AAPL 1\n",
      "2015-07-22 POSITION value:126.040 upnl:0.820 rpnl:-1.530\n",
      "2015-07-23 TICK WIKI/AAPL open: 126.2 close: 125.16\n",
      "2015-07-23 FILLED BUY 1 WIKI/AAPL at 126.2\n",
      "2015-07-23 POSITION value:0.000 upnl:0.000 rpnl:-0.160\n",
      "2015-07-24 TICK WIKI/AAPL open: 125.32 close: 124.5\n",
      "2015-07-24 POSITION value:0.000 upnl:0.000 rpnl:-0.160\n",
      "2015-07-27 TICK WIKI/AAPL open: 123.09 close: 122.77\n",
      "2015-07-27 POSITION value:0.000 upnl:0.000 rpnl:-0.160\n",
      "2015-07-28 TICK WIKI/AAPL open: 123.38 close: 123.38\n",
      "2015-07-28 POSITION value:0.000 upnl:0.000 rpnl:-0.160\n",
      "2015-07-29 TICK WIKI/AAPL open: 123.15 close: 122.99\n",
      "2015-07-29 POSITION value:0.000 upnl:0.000 rpnl:-0.160\n",
      "2015-07-30 TICK WIKI/AAPL open: 122.32 close: 122.37\n",
      "2015-07-30 POSITION value:0.000 upnl:0.000 rpnl:-0.160\n",
      "2015-07-31 TICK WIKI/AAPL open: 122.6 close: 121.3\n",
      "2015-07-31 POSITION value:0.000 upnl:0.000 rpnl:-0.160\n",
      "2015-08-03 TICK WIKI/AAPL open: 121.5 close: 118.44\n",
      "2015-08-03 POSITION value:0.000 upnl:0.000 rpnl:-0.160\n",
      "2015-08-04 TICK WIKI/AAPL open: 117.42 close: 114.64\n",
      "2015-08-04 BUY signal\n",
      "2015-08-04 ORDER BUY WIKI/AAPL 1\n",
      "2015-08-04 POSITION value:0.000 upnl:0.000 rpnl:-0.160\n",
      "2015-08-05 TICK WIKI/AAPL open: 112.95 close: 115.4\n",
      "2015-08-05 FILLED BUY 1 WIKI/AAPL at 112.95\n",
      "2015-08-05 POSITION value:-112.950 upnl:2.450 rpnl:-0.160\n",
      "2015-08-06 TICK WIKI/AAPL open: 115.97 close: 115.13\n",
      "2015-08-06 POSITION value:-112.950 upnl:2.180 rpnl:-0.160\n",
      "2015-08-07 TICK WIKI/AAPL open: 114.58 close: 115.52\n",
      "2015-08-07 POSITION value:-112.950 upnl:2.570 rpnl:-0.160\n",
      "2015-08-10 TICK WIKI/AAPL open: 116.53 close: 119.72\n",
      "2015-08-10 SELL signal\n",
      "2015-08-10 ORDER SELL WIKI/AAPL 1\n",
      "2015-08-10 POSITION value:-112.950 upnl:6.770 rpnl:-0.160\n",
      "2015-08-11 TICK WIKI/AAPL open: 117.81 close: 113.49\n",
      "2015-08-11 FILLED SELL 1 WIKI/AAPL at 117.81\n",
      "2015-08-11 BUY signal\n",
      "2015-08-11 ORDER BUY WIKI/AAPL 1\n",
      "2015-08-11 POSITION value:0.000 upnl:0.000 rpnl:4.860\n",
      "2015-08-12 TICK WIKI/AAPL open: 112.53 close: 115.24\n",
      "2015-08-12 FILLED BUY 1 WIKI/AAPL at 112.53\n",
      "2015-08-12 POSITION value:-112.530 upnl:2.710 rpnl:4.860\n",
      "2015-08-13 TICK WIKI/AAPL open: 116.04 close: 115.15\n",
      "2015-08-13 POSITION value:-112.530 upnl:2.620 rpnl:4.860\n",
      "2015-08-14 TICK WIKI/AAPL open: 114.32 close: 115.96\n",
      "2015-08-14 POSITION value:-112.530 upnl:3.430 rpnl:4.860\n",
      "2015-08-17 TICK WIKI/AAPL open: 116.04 close: 117.16\n",
      "2015-08-17 POSITION value:-112.530 upnl:4.630 rpnl:4.860\n",
      "2015-08-18 TICK WIKI/AAPL open: 116.43 close: 116.5\n",
      "2015-08-18 POSITION value:-112.530 upnl:3.970 rpnl:4.860\n",
      "2015-08-19 TICK WIKI/AAPL open: 116.1 close: 115.01\n",
      "2015-08-19 POSITION value:-112.530 upnl:2.480 rpnl:4.860\n",
      "2015-08-20 TICK WIKI/AAPL open: 114.08 close: 112.65\n",
      "2015-08-20 POSITION value:-112.530 upnl:0.120 rpnl:4.860\n",
      "2015-08-21 TICK WIKI/AAPL open: 110.43 close: 105.76\n",
      "2015-08-21 POSITION value:-112.530 upnl:-6.770 rpnl:4.860\n",
      "2015-08-24 TICK WIKI/AAPL open: 94.87 close: 103.12\n",
      "2015-08-24 POSITION value:-112.530 upnl:-9.410 rpnl:4.860\n",
      "2015-08-25 TICK WIKI/AAPL open: 111.11 close: 103.74\n",
      "2015-08-25 POSITION value:-112.530 upnl:-8.790 rpnl:4.860\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2015-08-26 TICK WIKI/AAPL open: 107.085 close: 109.69\n",
      "2015-08-26 SELL signal\n",
      "2015-08-26 ORDER SELL WIKI/AAPL 1\n",
      "2015-08-26 POSITION value:-112.530 upnl:-2.840 rpnl:4.860\n",
      "2015-08-27 TICK WIKI/AAPL open: 112.25 close: 112.92\n",
      "2015-08-27 FILLED SELL 1 WIKI/AAPL at 112.25\n",
      "2015-08-27 POSITION value:0.000 upnl:0.000 rpnl:-0.280\n",
      "2015-08-28 TICK WIKI/AAPL open: 112.17 close: 113.29\n",
      "2015-08-28 POSITION value:0.000 upnl:0.000 rpnl:-0.280\n",
      "2015-08-31 TICK WIKI/AAPL open: 112.13 close: 112.76\n",
      "2015-08-31 POSITION value:0.000 upnl:0.000 rpnl:-0.280\n",
      "2015-09-01 TICK WIKI/AAPL open: 110.18 close: 107.72\n",
      "2015-09-01 POSITION value:0.000 upnl:0.000 rpnl:-0.280\n",
      "2015-09-02 TICK WIKI/AAPL open: 110.0 close: 112.34\n",
      "2015-09-02 POSITION value:0.000 upnl:0.000 rpnl:-0.280\n",
      "2015-09-03 TICK WIKI/AAPL open: 112.49 close: 110.37\n",
      "2015-09-03 POSITION value:0.000 upnl:0.000 rpnl:-0.280\n",
      "2015-09-04 TICK WIKI/AAPL open: 108.97 close: 109.27\n",
      "2015-09-04 POSITION value:0.000 upnl:0.000 rpnl:-0.280\n",
      "2015-09-08 TICK WIKI/AAPL open: 111.65 close: 112.31\n",
      "2015-09-08 POSITION value:0.000 upnl:0.000 rpnl:-0.280\n",
      "2015-09-09 TICK WIKI/AAPL open: 113.76 close: 110.15\n",
      "2015-09-09 POSITION value:0.000 upnl:0.000 rpnl:-0.280\n",
      "2015-09-10 TICK WIKI/AAPL open: 110.27 close: 112.57\n",
      "2015-09-10 POSITION value:0.000 upnl:0.000 rpnl:-0.280\n",
      "2015-09-11 TICK WIKI/AAPL open: 111.79 close: 114.21\n",
      "2015-09-11 POSITION value:0.000 upnl:0.000 rpnl:-0.280\n",
      "2015-09-14 TICK WIKI/AAPL open: 116.58 close: 115.31\n",
      "2015-09-14 POSITION value:0.000 upnl:0.000 rpnl:-0.280\n",
      "2015-09-15 TICK WIKI/AAPL open: 115.93 close: 116.28\n",
      "2015-09-15 POSITION value:0.000 upnl:0.000 rpnl:-0.280\n",
      "2015-09-16 TICK WIKI/AAPL open: 116.25 close: 116.41\n",
      "2015-09-16 POSITION value:0.000 upnl:0.000 rpnl:-0.280\n",
      "2015-09-17 TICK WIKI/AAPL open: 115.66 close: 113.92\n",
      "2015-09-17 POSITION value:0.000 upnl:0.000 rpnl:-0.280\n",
      "2015-09-18 TICK WIKI/AAPL open: 112.21 close: 113.45\n",
      "2015-09-18 POSITION value:0.000 upnl:0.000 rpnl:-0.280\n",
      "2015-09-21 TICK WIKI/AAPL open: 113.67 close: 115.21\n",
      "2015-09-21 POSITION value:0.000 upnl:0.000 rpnl:-0.280\n",
      "2015-09-22 TICK WIKI/AAPL open: 113.38 close: 113.4\n",
      "2015-09-22 POSITION value:0.000 upnl:0.000 rpnl:-0.280\n",
      "2015-09-23 TICK WIKI/AAPL open: 113.63 close: 114.32\n",
      "2015-09-23 POSITION value:0.000 upnl:0.000 rpnl:-0.280\n",
      "2015-09-24 TICK WIKI/AAPL open: 113.25 close: 115.0\n",
      "2015-09-24 POSITION value:0.000 upnl:0.000 rpnl:-0.280\n",
      "2015-09-25 TICK WIKI/AAPL open: 116.44 close: 114.71\n",
      "2015-09-25 POSITION value:0.000 upnl:0.000 rpnl:-0.280\n",
      "2015-09-28 TICK WIKI/AAPL open: 113.85 close: 112.44\n",
      "2015-09-28 POSITION value:0.000 upnl:0.000 rpnl:-0.280\n",
      "2015-09-29 TICK WIKI/AAPL open: 112.83 close: 109.06\n",
      "2015-09-29 BUY signal\n",
      "2015-09-29 ORDER BUY WIKI/AAPL 1\n",
      "2015-09-29 POSITION value:0.000 upnl:0.000 rpnl:-0.280\n",
      "2015-09-30 TICK WIKI/AAPL open: 110.17 close: 109.95\n",
      "2015-09-30 FILLED BUY 1 WIKI/AAPL at 110.17\n",
      "2015-09-30 POSITION value:-110.170 upnl:-0.220 rpnl:-0.280\n",
      "2015-10-01 TICK WIKI/AAPL open: 109.07 close: 109.58\n",
      "2015-10-01 POSITION value:-110.170 upnl:-0.590 rpnl:-0.280\n",
      "2015-10-02 TICK WIKI/AAPL open: 108.01 close: 110.38\n",
      "2015-10-02 POSITION value:-110.170 upnl:0.210 rpnl:-0.280\n",
      "2015-10-05 TICK WIKI/AAPL open: 109.88 close: 110.78\n",
      "2015-10-05 POSITION value:-110.170 upnl:0.610 rpnl:-0.280\n",
      "2015-10-06 TICK WIKI/AAPL open: 110.63 close: 111.31\n",
      "2015-10-06 POSITION value:-110.170 upnl:1.140 rpnl:-0.280\n",
      "2015-10-07 TICK WIKI/AAPL open: 111.74 close: 110.78\n",
      "2015-10-07 POSITION value:-110.170 upnl:0.610 rpnl:-0.280\n",
      "2015-10-08 TICK WIKI/AAPL open: 110.19 close: 109.5\n",
      "2015-10-08 POSITION value:-110.170 upnl:-0.670 rpnl:-0.280\n",
      "2015-10-09 TICK WIKI/AAPL open: 110.0 close: 112.12\n",
      "2015-10-09 SELL signal\n",
      "2015-10-09 ORDER SELL WIKI/AAPL 1\n",
      "2015-10-09 POSITION value:-110.170 upnl:1.950 rpnl:-0.280\n",
      "2015-10-12 TICK WIKI/AAPL open: 112.73 close: 111.6\n",
      "2015-10-12 FILLED SELL 1 WIKI/AAPL at 112.73\n",
      "2015-10-12 POSITION value:0.000 upnl:0.000 rpnl:2.560\n",
      "2015-10-13 TICK WIKI/AAPL open: 110.82 close: 111.79\n",
      "2015-10-13 POSITION value:0.000 upnl:0.000 rpnl:2.560\n",
      "2015-10-14 TICK WIKI/AAPL open: 111.29 close: 110.21\n",
      "2015-10-14 POSITION value:0.000 upnl:0.000 rpnl:2.560\n",
      "2015-10-15 TICK WIKI/AAPL open: 110.93 close: 111.86\n",
      "2015-10-15 POSITION value:0.000 upnl:0.000 rpnl:2.560\n",
      "2015-10-16 TICK WIKI/AAPL open: 111.78 close: 111.04\n",
      "2015-10-16 POSITION value:0.000 upnl:0.000 rpnl:2.560\n",
      "2015-10-19 TICK WIKI/AAPL open: 110.8 close: 111.73\n",
      "2015-10-19 POSITION value:0.000 upnl:0.000 rpnl:2.560\n",
      "2015-10-20 TICK WIKI/AAPL open: 111.34 close: 113.77\n",
      "2015-10-20 POSITION value:0.000 upnl:0.000 rpnl:2.560\n",
      "2015-10-21 TICK WIKI/AAPL open: 114.0 close: 113.76\n",
      "2015-10-21 POSITION value:0.000 upnl:0.000 rpnl:2.560\n",
      "2015-10-22 TICK WIKI/AAPL open: 114.33 close: 115.5\n",
      "2015-10-22 POSITION value:0.000 upnl:0.000 rpnl:2.560\n",
      "2015-10-23 TICK WIKI/AAPL open: 116.7 close: 119.08\n",
      "2015-10-23 SELL signal\n",
      "2015-10-23 ORDER SELL WIKI/AAPL 1\n",
      "2015-10-23 POSITION value:0.000 upnl:0.000 rpnl:2.560\n",
      "2015-10-26 TICK WIKI/AAPL open: 118.08 close: 115.28\n",
      "2015-10-26 FILLED SELL 1 WIKI/AAPL at 118.08\n",
      "2015-10-26 BUY signal\n",
      "2015-10-26 ORDER BUY WIKI/AAPL 1\n",
      "2015-10-26 POSITION value:118.080 upnl:2.800 rpnl:2.560\n",
      "2015-10-27 TICK WIKI/AAPL open: 115.4 close: 114.55\n",
      "2015-10-27 FILLED BUY 1 WIKI/AAPL at 115.4\n",
      "2015-10-27 POSITION value:0.000 upnl:0.000 rpnl:2.680\n",
      "2015-10-28 TICK WIKI/AAPL open: 116.93 close: 119.27\n",
      "2015-10-28 SELL signal\n",
      "2015-10-28 ORDER SELL WIKI/AAPL 1\n",
      "2015-10-28 POSITION value:0.000 upnl:0.000 rpnl:2.680\n",
      "2015-10-29 TICK WIKI/AAPL open: 118.7 close: 120.53\n",
      "2015-10-29 FILLED SELL 1 WIKI/AAPL at 118.7\n",
      "2015-10-29 POSITION value:118.700 upnl:-1.830 rpnl:2.680\n",
      "2015-10-30 TICK WIKI/AAPL open: 120.99 close: 119.5\n",
      "2015-10-30 POSITION value:118.700 upnl:-0.800 rpnl:2.680\n",
      "2015-11-02 TICK WIKI/AAPL open: 119.87 close: 121.18\n",
      "2015-11-02 POSITION value:118.700 upnl:-2.480 rpnl:2.680\n",
      "2015-11-03 TICK WIKI/AAPL open: 120.79 close: 122.57\n",
      "2015-11-03 POSITION value:118.700 upnl:-3.870 rpnl:2.680\n",
      "2015-11-04 TICK WIKI/AAPL open: 123.13 close: 122.0\n",
      "2015-11-04 POSITION value:118.700 upnl:-3.300 rpnl:2.680\n",
      "2015-11-05 TICK WIKI/AAPL open: 121.85 close: 120.92\n",
      "2015-11-05 POSITION value:118.700 upnl:-2.220 rpnl:2.680\n",
      "2015-11-06 TICK WIKI/AAPL open: 121.11 close: 121.06\n",
      "2015-11-06 POSITION value:118.700 upnl:-2.360 rpnl:2.680\n",
      "2015-11-09 TICK WIKI/AAPL open: 120.96 close: 120.57\n",
      "2015-11-09 POSITION value:118.700 upnl:-1.870 rpnl:2.680\n",
      "2015-11-10 TICK WIKI/AAPL open: 116.9 close: 116.77\n",
      "2015-11-10 BUY signal\n",
      "2015-11-10 ORDER BUY WIKI/AAPL 1\n",
      "2015-11-10 POSITION value:118.700 upnl:1.930 rpnl:2.680\n",
      "2015-11-11 TICK WIKI/AAPL open: 116.37 close: 116.11\n",
      "2015-11-11 FILLED BUY 1 WIKI/AAPL at 116.37\n",
      "2015-11-11 POSITION value:0.000 upnl:0.000 rpnl:2.330\n",
      "2015-11-12 TICK WIKI/AAPL open: 116.26 close: 115.72\n",
      "2015-11-12 POSITION value:0.000 upnl:0.000 rpnl:2.330\n",
      "2015-11-13 TICK WIKI/AAPL open: 115.2 close: 112.34\n",
      "2015-11-13 BUY signal\n",
      "2015-11-13 ORDER BUY WIKI/AAPL 1\n",
      "2015-11-13 POSITION value:0.000 upnl:0.000 rpnl:2.330\n",
      "2015-11-16 TICK WIKI/AAPL open: 111.38 close: 114.175\n",
      "2015-11-16 FILLED BUY 1 WIKI/AAPL at 111.38\n",
      "2015-11-16 POSITION value:-111.380 upnl:2.795 rpnl:2.330\n",
      "2015-11-17 TICK WIKI/AAPL open: 114.92 close: 113.69\n",
      "2015-11-17 POSITION value:-111.380 upnl:2.310 rpnl:2.330\n",
      "2015-11-18 TICK WIKI/AAPL open: 115.76 close: 117.29\n",
      "2015-11-18 SELL signal\n",
      "2015-11-18 ORDER SELL WIKI/AAPL 1\n",
      "2015-11-18 POSITION value:-111.380 upnl:5.910 rpnl:2.330\n",
      "2015-11-19 TICK WIKI/AAPL open: 117.64 close: 118.78\n",
      "2015-11-19 FILLED SELL 1 WIKI/AAPL at 117.64\n",
      "2015-11-19 POSITION value:0.000 upnl:0.000 rpnl:6.260\n",
      "2015-11-20 TICK WIKI/AAPL open: 119.2 close: 119.3\n",
      "2015-11-20 POSITION value:0.000 upnl:0.000 rpnl:6.260\n",
      "2015-11-23 TICK WIKI/AAPL open: 119.27 close: 117.75\n",
      "2015-11-23 POSITION value:0.000 upnl:0.000 rpnl:6.260\n",
      "2015-11-24 TICK WIKI/AAPL open: 117.33 close: 118.88\n",
      "2015-11-24 POSITION value:0.000 upnl:0.000 rpnl:6.260\n",
      "2015-11-25 TICK WIKI/AAPL open: 119.21 close: 118.03\n",
      "2015-11-25 POSITION value:0.000 upnl:0.000 rpnl:6.260\n",
      "2015-11-27 TICK WIKI/AAPL open: 118.29 close: 117.81\n",
      "2015-11-27 POSITION value:0.000 upnl:0.000 rpnl:6.260\n",
      "2015-11-30 TICK WIKI/AAPL open: 117.99 close: 118.3\n",
      "2015-11-30 POSITION value:0.000 upnl:0.000 rpnl:6.260\n",
      "2015-12-01 TICK WIKI/AAPL open: 118.75 close: 117.34\n",
      "2015-12-01 POSITION value:0.000 upnl:0.000 rpnl:6.260\n",
      "2015-12-02 TICK WIKI/AAPL open: 117.05 close: 116.28\n",
      "2015-12-02 POSITION value:0.000 upnl:0.000 rpnl:6.260\n",
      "2015-12-03 TICK WIKI/AAPL open: 116.55 close: 115.2\n",
      "2015-12-03 POSITION value:0.000 upnl:0.000 rpnl:6.260\n",
      "2015-12-04 TICK WIKI/AAPL open: 115.29 close: 119.03\n",
      "2015-12-04 SELL signal\n",
      "2015-12-04 ORDER SELL WIKI/AAPL 1\n",
      "2015-12-04 POSITION value:0.000 upnl:0.000 rpnl:6.260\n",
      "2015-12-07 TICK WIKI/AAPL open: 118.98 close: 118.28\n",
      "2015-12-07 FILLED SELL 1 WIKI/AAPL at 118.98\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2015-12-07 POSITION value:118.980 upnl:0.700 rpnl:6.260\n",
      "2015-12-08 TICK WIKI/AAPL open: 117.52 close: 118.23\n",
      "2015-12-08 POSITION value:118.980 upnl:0.750 rpnl:6.260\n",
      "2015-12-09 TICK WIKI/AAPL open: 117.64 close: 115.62\n",
      "2015-12-09 POSITION value:118.980 upnl:3.360 rpnl:6.260\n",
      "2015-12-10 TICK WIKI/AAPL open: 116.04 close: 116.17\n",
      "2015-12-10 POSITION value:118.980 upnl:2.810 rpnl:6.260\n",
      "2015-12-11 TICK WIKI/AAPL open: 115.19 close: 113.18\n",
      "2015-12-11 BUY signal\n",
      "2015-12-11 ORDER BUY WIKI/AAPL 1\n",
      "2015-12-11 POSITION value:118.980 upnl:5.800 rpnl:6.260\n",
      "2015-12-14 TICK WIKI/AAPL open: 112.18 close: 112.48\n",
      "2015-12-14 FILLED BUY 1 WIKI/AAPL at 112.18\n",
      "2015-12-14 POSITION value:0.000 upnl:0.000 rpnl:6.800\n",
      "2015-12-15 TICK WIKI/AAPL open: 111.94 close: 110.49\n",
      "2015-12-15 POSITION value:0.000 upnl:0.000 rpnl:6.800\n",
      "2015-12-16 TICK WIKI/AAPL open: 111.07 close: 111.34\n",
      "2015-12-16 POSITION value:0.000 upnl:0.000 rpnl:6.800\n",
      "2015-12-17 TICK WIKI/AAPL open: 112.02 close: 108.98\n",
      "2015-12-17 POSITION value:0.000 upnl:0.000 rpnl:6.800\n",
      "2015-12-18 TICK WIKI/AAPL open: 108.91 close: 106.03\n",
      "2015-12-18 POSITION value:0.000 upnl:0.000 rpnl:6.800\n",
      "2015-12-21 TICK WIKI/AAPL open: 107.28 close: 107.33\n",
      "2015-12-21 POSITION value:0.000 upnl:0.000 rpnl:6.800\n",
      "2015-12-22 TICK WIKI/AAPL open: 107.4 close: 107.23\n",
      "2015-12-22 POSITION value:0.000 upnl:0.000 rpnl:6.800\n",
      "2015-12-23 TICK WIKI/AAPL open: 107.27 close: 108.61\n",
      "2015-12-23 POSITION value:0.000 upnl:0.000 rpnl:6.800\n",
      "2015-12-24 TICK WIKI/AAPL open: 109.0 close: 108.03\n",
      "2015-12-24 POSITION value:0.000 upnl:0.000 rpnl:6.800\n",
      "2015-12-28 TICK WIKI/AAPL open: 107.59 close: 106.82\n",
      "2015-12-28 POSITION value:0.000 upnl:0.000 rpnl:6.800\n",
      "2015-12-29 TICK WIKI/AAPL open: 106.96 close: 108.74\n",
      "2015-12-29 POSITION value:0.000 upnl:0.000 rpnl:6.800\n",
      "2015-12-30 TICK WIKI/AAPL open: 108.58 close: 107.32\n",
      "2015-12-30 POSITION value:0.000 upnl:0.000 rpnl:6.800\n",
      "2015-12-31 TICK WIKI/AAPL open: 107.01 close: 105.26\n",
      "2015-12-31 POSITION value:0.000 upnl:0.000 rpnl:6.800\n",
      "2016-01-04 TICK WIKI/AAPL open: 102.61 close: 105.35\n",
      "2016-01-04 POSITION value:0.000 upnl:0.000 rpnl:6.800\n",
      "2016-01-05 TICK WIKI/AAPL open: 105.75 close: 102.71\n",
      "2016-01-05 POSITION value:0.000 upnl:0.000 rpnl:6.800\n",
      "2016-01-06 TICK WIKI/AAPL open: 100.56 close: 100.7\n",
      "2016-01-06 POSITION value:0.000 upnl:0.000 rpnl:6.800\n",
      "2016-01-07 TICK WIKI/AAPL open: 98.68 close: 96.45\n",
      "2016-01-07 BUY signal\n",
      "2016-01-07 ORDER BUY WIKI/AAPL 1\n",
      "2016-01-07 POSITION value:0.000 upnl:0.000 rpnl:6.800\n",
      "2016-01-08 TICK WIKI/AAPL open: 98.55 close: 96.96\n",
      "2016-01-08 FILLED BUY 1 WIKI/AAPL at 98.55\n",
      "2016-01-08 POSITION value:-98.550 upnl:-1.590 rpnl:6.800\n",
      "2016-01-11 TICK WIKI/AAPL open: 98.97 close: 98.53\n",
      "2016-01-11 POSITION value:-98.550 upnl:-0.020 rpnl:6.800\n",
      "2016-01-12 TICK WIKI/AAPL open: 100.55 close: 99.96\n",
      "2016-01-12 POSITION value:-98.550 upnl:1.410 rpnl:6.800\n",
      "2016-01-13 TICK WIKI/AAPL open: 100.32 close: 97.39\n",
      "2016-01-13 POSITION value:-98.550 upnl:-1.160 rpnl:6.800\n",
      "2016-01-14 TICK WIKI/AAPL open: 97.96 close: 99.52\n",
      "2016-01-14 POSITION value:-98.550 upnl:0.970 rpnl:6.800\n",
      "2016-01-15 TICK WIKI/AAPL open: 96.2 close: 97.13\n",
      "2016-01-15 POSITION value:-98.550 upnl:-1.420 rpnl:6.800\n",
      "2016-01-19 TICK WIKI/AAPL open: 98.41 close: 96.66\n",
      "2016-01-19 POSITION value:-98.550 upnl:-1.890 rpnl:6.800\n",
      "2016-01-20 TICK WIKI/AAPL open: 95.1 close: 96.79\n",
      "2016-01-20 POSITION value:-98.550 upnl:-1.760 rpnl:6.800\n",
      "2016-01-21 TICK WIKI/AAPL open: 97.06 close: 96.3\n",
      "2016-01-21 POSITION value:-98.550 upnl:-2.250 rpnl:6.800\n",
      "2016-01-22 TICK WIKI/AAPL open: 98.63 close: 101.42\n",
      "2016-01-22 SELL signal\n",
      "2016-01-22 ORDER SELL WIKI/AAPL 1\n",
      "2016-01-22 POSITION value:-98.550 upnl:2.870 rpnl:6.800\n",
      "2016-01-25 TICK WIKI/AAPL open: 101.52 close: 99.44\n",
      "2016-01-25 FILLED SELL 1 WIKI/AAPL at 101.52\n",
      "2016-01-25 POSITION value:0.000 upnl:0.000 rpnl:2.970\n",
      "2016-01-26 TICK WIKI/AAPL open: 99.93 close: 99.99\n",
      "2016-01-26 POSITION value:0.000 upnl:0.000 rpnl:2.970\n",
      "2016-01-27 TICK WIKI/AAPL open: 96.04 close: 93.42\n",
      "2016-01-27 BUY signal\n",
      "2016-01-27 ORDER BUY WIKI/AAPL 1\n",
      "2016-01-27 POSITION value:0.000 upnl:0.000 rpnl:2.970\n",
      "2016-01-28 TICK WIKI/AAPL open: 93.79 close: 94.09\n",
      "2016-01-28 FILLED BUY 1 WIKI/AAPL at 93.79\n",
      "2016-01-28 POSITION value:-93.790 upnl:0.300 rpnl:2.970\n",
      "2016-01-29 TICK WIKI/AAPL open: 94.79 close: 97.34\n",
      "2016-01-29 POSITION value:-93.790 upnl:3.550 rpnl:2.970\n",
      "2016-02-01 TICK WIKI/AAPL open: 96.47 close: 96.43\n",
      "2016-02-01 POSITION value:-93.790 upnl:2.640 rpnl:2.970\n",
      "2016-02-02 TICK WIKI/AAPL open: 95.42 close: 94.48\n",
      "2016-02-02 POSITION value:-93.790 upnl:0.690 rpnl:2.970\n",
      "2016-02-03 TICK WIKI/AAPL open: 95.0 close: 96.35\n",
      "2016-02-03 POSITION value:-93.790 upnl:2.560 rpnl:2.970\n",
      "2016-02-04 TICK WIKI/AAPL open: 95.86 close: 96.6\n",
      "2016-02-04 POSITION value:-93.790 upnl:2.810 rpnl:2.970\n",
      "2016-02-05 TICK WIKI/AAPL open: 96.52 close: 94.02\n",
      "2016-02-05 POSITION value:-93.790 upnl:0.230 rpnl:2.970\n",
      "2016-02-08 TICK WIKI/AAPL open: 93.13 close: 95.01\n",
      "2016-02-08 POSITION value:-93.790 upnl:1.220 rpnl:2.970\n",
      "2016-02-09 TICK WIKI/AAPL open: 94.29 close: 94.99\n",
      "2016-02-09 POSITION value:-93.790 upnl:1.200 rpnl:2.970\n",
      "2016-02-10 TICK WIKI/AAPL open: 95.92 close: 94.27\n",
      "2016-02-10 POSITION value:-93.790 upnl:0.480 rpnl:2.970\n",
      "2016-02-11 TICK WIKI/AAPL open: 93.79 close: 93.7\n",
      "2016-02-11 POSITION value:-93.790 upnl:-0.090 rpnl:2.970\n",
      "2016-02-12 TICK WIKI/AAPL open: 94.19 close: 93.99\n",
      "2016-02-12 POSITION value:-93.790 upnl:0.200 rpnl:2.970\n",
      "2016-02-16 TICK WIKI/AAPL open: 95.02 close: 96.64\n",
      "2016-02-16 POSITION value:-93.790 upnl:2.850 rpnl:2.970\n",
      "2016-02-17 TICK WIKI/AAPL open: 96.67 close: 98.12\n",
      "2016-02-17 POSITION value:-93.790 upnl:4.330 rpnl:2.970\n",
      "2016-02-18 TICK WIKI/AAPL open: 98.84 close: 96.26\n",
      "2016-02-18 POSITION value:-93.790 upnl:2.470 rpnl:2.970\n",
      "2016-02-19 TICK WIKI/AAPL open: 96.0 close: 96.04\n",
      "2016-02-19 POSITION value:-93.790 upnl:2.250 rpnl:2.970\n",
      "2016-02-22 TICK WIKI/AAPL open: 96.31 close: 96.88\n",
      "2016-02-22 POSITION value:-93.790 upnl:3.090 rpnl:2.970\n",
      "2016-02-23 TICK WIKI/AAPL open: 96.4 close: 94.69\n",
      "2016-02-23 POSITION value:-93.790 upnl:0.900 rpnl:2.970\n",
      "2016-02-24 TICK WIKI/AAPL open: 93.98 close: 96.1\n",
      "2016-02-24 POSITION value:-93.790 upnl:2.310 rpnl:2.970\n",
      "2016-02-25 TICK WIKI/AAPL open: 96.05 close: 96.76\n",
      "2016-02-25 POSITION value:-93.790 upnl:2.970 rpnl:2.970\n",
      "2016-02-26 TICK WIKI/AAPL open: 97.2 close: 96.91\n",
      "2016-02-26 POSITION value:-93.790 upnl:3.120 rpnl:2.970\n",
      "2016-02-29 TICK WIKI/AAPL open: 96.86 close: 96.69\n",
      "2016-02-29 POSITION value:-93.790 upnl:2.900 rpnl:2.970\n",
      "2016-03-01 TICK WIKI/AAPL open: 97.65 close: 100.53\n",
      "2016-03-01 SELL signal\n",
      "2016-03-01 ORDER SELL WIKI/AAPL 1\n",
      "2016-03-01 POSITION value:-93.790 upnl:6.740 rpnl:2.970\n",
      "2016-03-02 TICK WIKI/AAPL open: 100.51 close: 100.75\n",
      "2016-03-02 FILLED SELL 1 WIKI/AAPL at 100.51\n",
      "2016-03-02 POSITION value:0.000 upnl:0.000 rpnl:6.720\n",
      "2016-03-03 TICK WIKI/AAPL open: 100.58 close: 101.5\n",
      "2016-03-03 POSITION value:0.000 upnl:0.000 rpnl:6.720\n",
      "2016-03-04 TICK WIKI/AAPL open: 102.37 close: 103.01\n",
      "2016-03-04 POSITION value:0.000 upnl:0.000 rpnl:6.720\n",
      "2016-03-07 TICK WIKI/AAPL open: 102.39 close: 101.87\n",
      "2016-03-07 POSITION value:0.000 upnl:0.000 rpnl:6.720\n",
      "2016-03-08 TICK WIKI/AAPL open: 100.78 close: 101.03\n",
      "2016-03-08 POSITION value:0.000 upnl:0.000 rpnl:6.720\n",
      "2016-03-09 TICK WIKI/AAPL open: 101.31 close: 101.12\n",
      "2016-03-09 POSITION value:0.000 upnl:0.000 rpnl:6.720\n",
      "2016-03-10 TICK WIKI/AAPL open: 101.41 close: 101.17\n",
      "2016-03-10 POSITION value:0.000 upnl:0.000 rpnl:6.720\n",
      "2016-03-11 TICK WIKI/AAPL open: 102.24 close: 102.26\n",
      "2016-03-11 POSITION value:0.000 upnl:0.000 rpnl:6.720\n",
      "2016-03-14 TICK WIKI/AAPL open: 101.91 close: 102.52\n",
      "2016-03-14 POSITION value:0.000 upnl:0.000 rpnl:6.720\n",
      "2016-03-15 TICK WIKI/AAPL open: 103.96 close: 104.58\n",
      "2016-03-15 POSITION value:0.000 upnl:0.000 rpnl:6.720\n",
      "2016-03-16 TICK WIKI/AAPL open: 104.61 close: 105.97\n",
      "2016-03-16 POSITION value:0.000 upnl:0.000 rpnl:6.720\n",
      "2016-03-17 TICK WIKI/AAPL open: 105.52 close: 105.8\n",
      "2016-03-17 POSITION value:0.000 upnl:0.000 rpnl:6.720\n",
      "2016-03-18 TICK WIKI/AAPL open: 106.34 close: 105.92\n",
      "2016-03-18 POSITION value:0.000 upnl:0.000 rpnl:6.720\n",
      "2016-03-21 TICK WIKI/AAPL open: 105.93 close: 105.91\n",
      "2016-03-21 POSITION value:0.000 upnl:0.000 rpnl:6.720\n",
      "2016-03-22 TICK WIKI/AAPL open: 105.25 close: 106.72\n",
      "2016-03-22 POSITION value:0.000 upnl:0.000 rpnl:6.720\n",
      "2016-03-23 TICK WIKI/AAPL open: 106.48 close: 106.13\n",
      "2016-03-23 POSITION value:0.000 upnl:0.000 rpnl:6.720\n",
      "2016-03-24 TICK WIKI/AAPL open: 105.47 close: 105.67\n",
      "2016-03-24 POSITION value:0.000 upnl:0.000 rpnl:6.720\n",
      "2016-03-28 TICK WIKI/AAPL open: 106.0 close: 105.19\n",
      "2016-03-28 POSITION value:0.000 upnl:0.000 rpnl:6.720\n",
      "2016-03-29 TICK WIKI/AAPL open: 104.89 close: 107.68\n",
      "2016-03-29 SELL signal\n",
      "2016-03-29 ORDER SELL WIKI/AAPL 1\n",
      "2016-03-29 POSITION value:0.000 upnl:0.000 rpnl:6.720\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2016-03-30 TICK WIKI/AAPL open: 108.65 close: 109.56\n",
      "2016-03-30 FILLED SELL 1 WIKI/AAPL at 108.65\n",
      "2016-03-30 POSITION value:108.650 upnl:-0.910 rpnl:6.720\n",
      "2016-03-31 TICK WIKI/AAPL open: 109.72 close: 108.99\n",
      "2016-03-31 POSITION value:108.650 upnl:-0.340 rpnl:6.720\n",
      "2016-04-01 TICK WIKI/AAPL open: 108.78 close: 109.99\n",
      "2016-04-01 POSITION value:108.650 upnl:-1.340 rpnl:6.720\n",
      "2016-04-04 TICK WIKI/AAPL open: 110.42 close: 111.12\n",
      "2016-04-04 POSITION value:108.650 upnl:-2.470 rpnl:6.720\n",
      "2016-04-05 TICK WIKI/AAPL open: 109.51 close: 109.81\n",
      "2016-04-05 BUY signal\n",
      "2016-04-05 ORDER BUY WIKI/AAPL 1\n",
      "2016-04-05 POSITION value:108.650 upnl:-1.160 rpnl:6.720\n",
      "2016-04-06 TICK WIKI/AAPL open: 110.23 close: 110.96\n",
      "2016-04-06 FILLED BUY 1 WIKI/AAPL at 110.23\n",
      "2016-04-06 POSITION value:0.000 upnl:0.000 rpnl:-1.580\n",
      "2016-04-07 TICK WIKI/AAPL open: 109.95 close: 108.54\n",
      "2016-04-07 BUY signal\n",
      "2016-04-07 ORDER BUY WIKI/AAPL 1\n",
      "2016-04-07 POSITION value:0.000 upnl:0.000 rpnl:-1.580\n",
      "2016-04-08 TICK WIKI/AAPL open: 108.91 close: 108.66\n",
      "2016-04-08 FILLED BUY 1 WIKI/AAPL at 108.91\n",
      "2016-04-08 POSITION value:-108.910 upnl:-0.250 rpnl:-1.580\n",
      "2016-04-11 TICK WIKI/AAPL open: 108.97 close: 109.02\n",
      "2016-04-11 POSITION value:-108.910 upnl:0.110 rpnl:-1.580\n",
      "2016-04-12 TICK WIKI/AAPL open: 109.34 close: 110.44\n",
      "2016-04-12 POSITION value:-108.910 upnl:1.530 rpnl:-1.580\n",
      "2016-04-13 TICK WIKI/AAPL open: 110.8 close: 112.04\n",
      "2016-04-13 POSITION value:-108.910 upnl:3.130 rpnl:-1.580\n",
      "2016-04-14 TICK WIKI/AAPL open: 111.62 close: 112.1\n",
      "2016-04-14 POSITION value:-108.910 upnl:3.190 rpnl:-1.580\n",
      "2016-04-15 TICK WIKI/AAPL open: 112.11 close: 109.85\n",
      "2016-04-15 POSITION value:-108.910 upnl:0.940 rpnl:-1.580\n",
      "2016-04-18 TICK WIKI/AAPL open: 108.89 close: 107.48\n",
      "2016-04-18 POSITION value:-108.910 upnl:-1.430 rpnl:-1.580\n",
      "2016-04-19 TICK WIKI/AAPL open: 107.88 close: 106.91\n",
      "2016-04-19 POSITION value:-108.910 upnl:-2.000 rpnl:-1.580\n",
      "2016-04-20 TICK WIKI/AAPL open: 106.64 close: 107.13\n",
      "2016-04-20 POSITION value:-108.910 upnl:-1.780 rpnl:-1.580\n",
      "2016-04-21 TICK WIKI/AAPL open: 106.93 close: 105.97\n",
      "2016-04-21 POSITION value:-108.910 upnl:-2.940 rpnl:-1.580\n",
      "2016-04-22 TICK WIKI/AAPL open: 105.01 close: 105.68\n",
      "2016-04-22 POSITION value:-108.910 upnl:-3.230 rpnl:-1.580\n",
      "2016-04-25 TICK WIKI/AAPL open: 105.0 close: 105.08\n",
      "2016-04-25 POSITION value:-108.910 upnl:-3.830 rpnl:-1.580\n",
      "2016-04-26 TICK WIKI/AAPL open: 103.91 close: 104.35\n",
      "2016-04-26 POSITION value:-108.910 upnl:-4.560 rpnl:-1.580\n",
      "2016-04-27 TICK WIKI/AAPL open: 96.0 close: 97.82\n",
      "2016-04-27 POSITION value:-108.910 upnl:-11.090 rpnl:-1.580\n",
      "2016-04-28 TICK WIKI/AAPL open: 97.61 close: 94.83\n",
      "2016-04-28 POSITION value:-108.910 upnl:-14.080 rpnl:-1.580\n",
      "2016-04-29 TICK WIKI/AAPL open: 93.99 close: 93.74\n",
      "2016-04-29 POSITION value:-108.910 upnl:-15.170 rpnl:-1.580\n",
      "2016-05-02 TICK WIKI/AAPL open: 93.965 close: 93.64\n",
      "2016-05-02 POSITION value:-108.910 upnl:-15.270 rpnl:-1.580\n",
      "2016-05-03 TICK WIKI/AAPL open: 94.2 close: 95.18\n",
      "2016-05-03 POSITION value:-108.910 upnl:-13.730 rpnl:-1.580\n",
      "2016-05-04 TICK WIKI/AAPL open: 95.2 close: 94.19\n",
      "2016-05-04 POSITION value:-108.910 upnl:-14.720 rpnl:-1.580\n",
      "2016-05-05 TICK WIKI/AAPL open: 94.0 close: 93.24\n",
      "2016-05-05 POSITION value:-108.910 upnl:-15.670 rpnl:-1.580\n",
      "2016-05-06 TICK WIKI/AAPL open: 93.37 close: 92.72\n",
      "2016-05-06 POSITION value:-108.910 upnl:-16.190 rpnl:-1.580\n",
      "2016-05-09 TICK WIKI/AAPL open: 93.0 close: 92.79\n",
      "2016-05-09 POSITION value:-108.910 upnl:-16.120 rpnl:-1.580\n",
      "2016-05-10 TICK WIKI/AAPL open: 93.33 close: 93.42\n",
      "2016-05-10 POSITION value:-108.910 upnl:-15.490 rpnl:-1.580\n",
      "2016-05-11 TICK WIKI/AAPL open: 93.48 close: 92.51\n",
      "2016-05-11 POSITION value:-108.910 upnl:-16.400 rpnl:-1.580\n",
      "2016-05-12 TICK WIKI/AAPL open: 92.72 close: 90.34\n",
      "2016-05-12 POSITION value:-108.910 upnl:-18.570 rpnl:-1.580\n",
      "2016-05-13 TICK WIKI/AAPL open: 90.0 close: 90.52\n",
      "2016-05-13 POSITION value:-108.910 upnl:-18.390 rpnl:-1.580\n",
      "2016-05-16 TICK WIKI/AAPL open: 92.39 close: 93.88\n",
      "2016-05-16 SELL signal\n",
      "2016-05-16 ORDER SELL WIKI/AAPL 1\n",
      "2016-05-16 POSITION value:-108.910 upnl:-15.030 rpnl:-1.580\n",
      "2016-05-17 TICK WIKI/AAPL open: 94.55 close: 93.49\n",
      "2016-05-17 FILLED SELL 1 WIKI/AAPL at 94.55\n",
      "2016-05-17 POSITION value:0.000 upnl:0.000 rpnl:-14.360\n",
      "2016-05-18 TICK WIKI/AAPL open: 94.16 close: 94.56\n",
      "2016-05-18 POSITION value:0.000 upnl:0.000 rpnl:-14.360\n",
      "2016-05-19 TICK WIKI/AAPL open: 94.64 close: 94.2\n",
      "2016-05-19 POSITION value:0.000 upnl:0.000 rpnl:-14.360\n",
      "2016-05-20 TICK WIKI/AAPL open: 94.64 close: 95.22\n",
      "2016-05-20 POSITION value:0.000 upnl:0.000 rpnl:-14.360\n",
      "2016-05-23 TICK WIKI/AAPL open: 95.87 close: 96.43\n",
      "2016-05-23 POSITION value:0.000 upnl:0.000 rpnl:-14.360\n",
      "2016-05-24 TICK WIKI/AAPL open: 97.22 close: 97.9\n",
      "2016-05-24 POSITION value:0.000 upnl:0.000 rpnl:-14.360\n",
      "2016-05-25 TICK WIKI/AAPL open: 98.67 close: 99.62\n",
      "2016-05-25 POSITION value:0.000 upnl:0.000 rpnl:-14.360\n",
      "2016-05-26 TICK WIKI/AAPL open: 99.68 close: 100.41\n",
      "2016-05-26 POSITION value:0.000 upnl:0.000 rpnl:-14.360\n",
      "2016-05-27 TICK WIKI/AAPL open: 99.44 close: 100.35\n",
      "2016-05-27 POSITION value:0.000 upnl:0.000 rpnl:-14.360\n",
      "2016-05-31 TICK WIKI/AAPL open: 99.6 close: 99.86\n",
      "2016-05-31 POSITION value:0.000 upnl:0.000 rpnl:-14.360\n",
      "2016-06-01 TICK WIKI/AAPL open: 99.02 close: 98.46\n",
      "2016-06-01 POSITION value:0.000 upnl:0.000 rpnl:-14.360\n",
      "2016-06-02 TICK WIKI/AAPL open: 97.6 close: 97.72\n",
      "2016-06-02 POSITION value:0.000 upnl:0.000 rpnl:-14.360\n",
      "2016-06-03 TICK WIKI/AAPL open: 97.79 close: 97.92\n",
      "2016-06-03 POSITION value:0.000 upnl:0.000 rpnl:-14.360\n",
      "2016-06-06 TICK WIKI/AAPL open: 97.99 close: 98.63\n",
      "2016-06-06 POSITION value:0.000 upnl:0.000 rpnl:-14.360\n",
      "2016-06-07 TICK WIKI/AAPL open: 99.25 close: 99.03\n",
      "2016-06-07 POSITION value:0.000 upnl:0.000 rpnl:-14.360\n",
      "2016-06-08 TICK WIKI/AAPL open: 99.02 close: 98.94\n",
      "2016-06-08 POSITION value:0.000 upnl:0.000 rpnl:-14.360\n",
      "2016-06-09 TICK WIKI/AAPL open: 98.5 close: 99.65\n",
      "2016-06-09 POSITION value:0.000 upnl:0.000 rpnl:-14.360\n",
      "2016-06-10 TICK WIKI/AAPL open: 98.53 close: 98.83\n",
      "2016-06-10 POSITION value:0.000 upnl:0.000 rpnl:-14.360\n",
      "2016-06-13 TICK WIKI/AAPL open: 98.69 close: 97.34\n",
      "2016-06-13 BUY signal\n",
      "2016-06-13 ORDER BUY WIKI/AAPL 1\n",
      "2016-06-13 POSITION value:0.000 upnl:0.000 rpnl:-14.360\n",
      "2016-06-14 TICK WIKI/AAPL open: 97.32 close: 97.46\n",
      "2016-06-14 FILLED BUY 1 WIKI/AAPL at 97.32\n",
      "2016-06-14 POSITION value:-97.320 upnl:0.140 rpnl:-14.360\n",
      "2016-06-15 TICK WIKI/AAPL open: 97.82 close: 97.14\n",
      "2016-06-15 POSITION value:-97.320 upnl:-0.180 rpnl:-14.360\n",
      "2016-06-16 TICK WIKI/AAPL open: 96.45 close: 97.55\n",
      "2016-06-16 POSITION value:-97.320 upnl:0.230 rpnl:-14.360\n",
      "2016-06-17 TICK WIKI/AAPL open: 96.62 close: 95.33\n",
      "2016-06-17 POSITION value:-97.320 upnl:-1.990 rpnl:-14.360\n",
      "2016-06-20 TICK WIKI/AAPL open: 96.0 close: 95.1\n",
      "2016-06-20 POSITION value:-97.320 upnl:-2.220 rpnl:-14.360\n",
      "2016-06-21 TICK WIKI/AAPL open: 94.94 close: 95.91\n",
      "2016-06-21 POSITION value:-97.320 upnl:-1.410 rpnl:-14.360\n",
      "2016-06-22 TICK WIKI/AAPL open: 96.25 close: 95.55\n",
      "2016-06-22 POSITION value:-97.320 upnl:-1.770 rpnl:-14.360\n",
      "2016-06-23 TICK WIKI/AAPL open: 95.94 close: 96.1\n",
      "2016-06-23 POSITION value:-97.320 upnl:-1.220 rpnl:-14.360\n",
      "2016-06-24 TICK WIKI/AAPL open: 92.91 close: 93.4\n",
      "2016-06-24 POSITION value:-97.320 upnl:-3.920 rpnl:-14.360\n",
      "2016-06-27 TICK WIKI/AAPL open: 93.0 close: 92.04\n",
      "2016-06-27 POSITION value:-97.320 upnl:-5.280 rpnl:-14.360\n",
      "2016-06-28 TICK WIKI/AAPL open: 92.9 close: 93.59\n",
      "2016-06-28 SELL signal\n",
      "2016-06-28 ORDER SELL WIKI/AAPL 1\n",
      "2016-06-28 POSITION value:-97.320 upnl:-3.730 rpnl:-14.360\n",
      "2016-06-29 TICK WIKI/AAPL open: 93.97 close: 94.4\n",
      "2016-06-29 FILLED SELL 1 WIKI/AAPL at 93.97\n",
      "2016-06-29 POSITION value:0.000 upnl:0.000 rpnl:-3.350\n",
      "2016-06-30 TICK WIKI/AAPL open: 94.44 close: 95.6\n",
      "2016-06-30 POSITION value:0.000 upnl:0.000 rpnl:-3.350\n",
      "2016-07-01 TICK WIKI/AAPL open: 95.49 close: 95.89\n",
      "2016-07-01 POSITION value:0.000 upnl:0.000 rpnl:-3.350\n",
      "2016-07-05 TICK WIKI/AAPL open: 95.39 close: 94.99\n",
      "2016-07-05 POSITION value:0.000 upnl:0.000 rpnl:-3.350\n",
      "2016-07-06 TICK WIKI/AAPL open: 94.6 close: 95.53\n",
      "2016-07-06 POSITION value:0.000 upnl:0.000 rpnl:-3.350\n",
      "2016-07-07 TICK WIKI/AAPL open: 95.7 close: 95.94\n",
      "2016-07-07 POSITION value:0.000 upnl:0.000 rpnl:-3.350\n",
      "2016-07-08 TICK WIKI/AAPL open: 96.49 close: 96.68\n",
      "2016-07-08 POSITION value:0.000 upnl:0.000 rpnl:-3.350\n",
      "2016-07-11 TICK WIKI/AAPL open: 96.75 close: 96.98\n",
      "2016-07-11 POSITION value:0.000 upnl:0.000 rpnl:-3.350\n",
      "2016-07-12 TICK WIKI/AAPL open: 97.17 close: 97.42\n",
      "2016-07-12 POSITION value:0.000 upnl:0.000 rpnl:-3.350\n",
      "2016-07-13 TICK WIKI/AAPL open: 97.41 close: 96.87\n",
      "2016-07-13 POSITION value:0.000 upnl:0.000 rpnl:-3.350\n",
      "2016-07-14 TICK WIKI/AAPL open: 97.39 close: 98.79\n",
      "2016-07-14 SELL signal\n",
      "2016-07-14 ORDER SELL WIKI/AAPL 1\n",
      "2016-07-14 POSITION value:0.000 upnl:0.000 rpnl:-3.350\n",
      "2016-07-15 TICK WIKI/AAPL open: 98.92 close: 98.78\n",
      "2016-07-15 FILLED SELL 1 WIKI/AAPL at 98.92\n",
      "2016-07-15 POSITION value:98.920 upnl:0.140 rpnl:-3.350\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2016-07-18 TICK WIKI/AAPL open: 98.7 close: 99.83\n",
      "2016-07-18 POSITION value:98.920 upnl:-0.910 rpnl:-3.350\n",
      "2016-07-19 TICK WIKI/AAPL open: 99.56 close: 99.87\n",
      "2016-07-19 POSITION value:98.920 upnl:-0.950 rpnl:-3.350\n",
      "2016-07-20 TICK WIKI/AAPL open: 100.0 close: 99.96\n",
      "2016-07-20 POSITION value:98.920 upnl:-1.040 rpnl:-3.350\n",
      "2016-07-21 TICK WIKI/AAPL open: 99.83 close: 99.43\n",
      "2016-07-21 POSITION value:98.920 upnl:-0.510 rpnl:-3.350\n",
      "2016-07-22 TICK WIKI/AAPL open: 99.26 close: 98.66\n",
      "2016-07-22 POSITION value:98.920 upnl:0.260 rpnl:-3.350\n",
      "2016-07-25 TICK WIKI/AAPL open: 98.25 close: 97.34\n",
      "2016-07-25 BUY signal\n",
      "2016-07-25 ORDER BUY WIKI/AAPL 1\n",
      "2016-07-25 POSITION value:98.920 upnl:1.580 rpnl:-3.350\n",
      "2016-07-26 TICK WIKI/AAPL open: 96.82 close: 96.67\n",
      "2016-07-26 FILLED BUY 1 WIKI/AAPL at 96.82\n",
      "2016-07-26 POSITION value:0.000 upnl:0.000 rpnl:2.100\n",
      "2016-07-27 TICK WIKI/AAPL open: 104.265 close: 102.95\n",
      "2016-07-27 SELL signal\n",
      "2016-07-27 ORDER SELL WIKI/AAPL 1\n",
      "2016-07-27 POSITION value:0.000 upnl:0.000 rpnl:2.100\n",
      "2016-07-28 TICK WIKI/AAPL open: 102.83 close: 104.34\n",
      "2016-07-28 FILLED SELL 1 WIKI/AAPL at 102.83\n",
      "2016-07-28 POSITION value:102.830 upnl:-1.510 rpnl:2.100\n",
      "2016-07-29 TICK WIKI/AAPL open: 104.19 close: 104.21\n",
      "2016-07-29 POSITION value:102.830 upnl:-1.380 rpnl:2.100\n",
      "2016-08-01 TICK WIKI/AAPL open: 104.41 close: 106.05\n",
      "2016-08-01 POSITION value:102.830 upnl:-3.220 rpnl:2.100\n",
      "2016-08-02 TICK WIKI/AAPL open: 106.05 close: 104.48\n",
      "2016-08-02 POSITION value:102.830 upnl:-1.650 rpnl:2.100\n",
      "2016-08-03 TICK WIKI/AAPL open: 104.81 close: 105.79\n",
      "2016-08-03 POSITION value:102.830 upnl:-2.960 rpnl:2.100\n",
      "2016-08-04 TICK WIKI/AAPL open: 105.58 close: 105.87\n",
      "2016-08-04 POSITION value:102.830 upnl:-3.040 rpnl:2.100\n",
      "2016-08-05 TICK WIKI/AAPL open: 106.27 close: 107.48\n",
      "2016-08-05 POSITION value:102.830 upnl:-4.650 rpnl:2.100\n",
      "2016-08-08 TICK WIKI/AAPL open: 107.52 close: 108.37\n",
      "2016-08-08 POSITION value:102.830 upnl:-5.540 rpnl:2.100\n",
      "2016-08-09 TICK WIKI/AAPL open: 108.23 close: 108.81\n",
      "2016-08-09 POSITION value:102.830 upnl:-5.980 rpnl:2.100\n",
      "2016-08-10 TICK WIKI/AAPL open: 108.71 close: 108.0\n",
      "2016-08-10 POSITION value:102.830 upnl:-5.170 rpnl:2.100\n",
      "2016-08-11 TICK WIKI/AAPL open: 108.52 close: 107.93\n",
      "2016-08-11 POSITION value:102.830 upnl:-5.100 rpnl:2.100\n",
      "2016-08-12 TICK WIKI/AAPL open: 107.78 close: 108.18\n",
      "2016-08-12 POSITION value:102.830 upnl:-5.350 rpnl:2.100\n",
      "2016-08-15 TICK WIKI/AAPL open: 108.14 close: 109.48\n",
      "2016-08-15 POSITION value:102.830 upnl:-6.650 rpnl:2.100\n",
      "2016-08-16 TICK WIKI/AAPL open: 109.63 close: 109.38\n",
      "2016-08-16 POSITION value:102.830 upnl:-6.550 rpnl:2.100\n",
      "2016-08-17 TICK WIKI/AAPL open: 109.1 close: 109.22\n",
      "2016-08-17 POSITION value:102.830 upnl:-6.390 rpnl:2.100\n",
      "2016-08-18 TICK WIKI/AAPL open: 109.23 close: 109.08\n",
      "2016-08-18 POSITION value:102.830 upnl:-6.250 rpnl:2.100\n",
      "2016-08-19 TICK WIKI/AAPL open: 108.77 close: 109.36\n",
      "2016-08-19 POSITION value:102.830 upnl:-6.530 rpnl:2.100\n",
      "2016-08-22 TICK WIKI/AAPL open: 108.86 close: 108.51\n",
      "2016-08-22 POSITION value:102.830 upnl:-5.680 rpnl:2.100\n",
      "2016-08-23 TICK WIKI/AAPL open: 108.59 close: 108.85\n",
      "2016-08-23 POSITION value:102.830 upnl:-6.020 rpnl:2.100\n",
      "2016-08-24 TICK WIKI/AAPL open: 108.565 close: 108.03\n",
      "2016-08-24 POSITION value:102.830 upnl:-5.200 rpnl:2.100\n",
      "2016-08-25 TICK WIKI/AAPL open: 107.39 close: 107.57\n",
      "2016-08-25 POSITION value:102.830 upnl:-4.740 rpnl:2.100\n",
      "2016-08-26 TICK WIKI/AAPL open: 107.41 close: 106.94\n",
      "2016-08-26 POSITION value:102.830 upnl:-4.110 rpnl:2.100\n",
      "2016-08-29 TICK WIKI/AAPL open: 106.62 close: 106.82\n",
      "2016-08-29 POSITION value:102.830 upnl:-3.990 rpnl:2.100\n",
      "2016-08-30 TICK WIKI/AAPL open: 105.8 close: 106.0\n",
      "2016-08-30 POSITION value:102.830 upnl:-3.170 rpnl:2.100\n",
      "2016-08-31 TICK WIKI/AAPL open: 105.66 close: 106.1\n",
      "2016-08-31 POSITION value:102.830 upnl:-3.270 rpnl:2.100\n",
      "2016-09-01 TICK WIKI/AAPL open: 106.14 close: 106.73\n",
      "2016-09-01 POSITION value:102.830 upnl:-3.900 rpnl:2.100\n",
      "2016-09-02 TICK WIKI/AAPL open: 107.7 close: 107.73\n",
      "2016-09-02 POSITION value:102.830 upnl:-4.900 rpnl:2.100\n",
      "2016-09-06 TICK WIKI/AAPL open: 107.9 close: 107.7\n",
      "2016-09-06 POSITION value:102.830 upnl:-4.870 rpnl:2.100\n",
      "2016-09-07 TICK WIKI/AAPL open: 107.83 close: 108.36\n",
      "2016-09-07 POSITION value:102.830 upnl:-5.530 rpnl:2.100\n",
      "2016-09-08 TICK WIKI/AAPL open: 107.25 close: 105.52\n",
      "2016-09-08 BUY signal\n",
      "2016-09-08 ORDER BUY WIKI/AAPL 1\n",
      "2016-09-08 POSITION value:102.830 upnl:-2.690 rpnl:2.100\n",
      "2016-09-09 TICK WIKI/AAPL open: 104.64 close: 103.13\n",
      "2016-09-09 FILLED BUY 1 WIKI/AAPL at 104.64\n",
      "2016-09-09 BUY signal\n",
      "2016-09-09 ORDER BUY WIKI/AAPL 1\n",
      "2016-09-09 POSITION value:0.000 upnl:0.000 rpnl:-1.810\n",
      "2016-09-12 TICK WIKI/AAPL open: 102.65 close: 105.44\n",
      "2016-09-12 FILLED BUY 1 WIKI/AAPL at 102.65\n",
      "2016-09-12 SELL signal\n",
      "2016-09-12 ORDER SELL WIKI/AAPL 1\n",
      "2016-09-12 POSITION value:-102.650 upnl:2.790 rpnl:-1.810\n",
      "2016-09-13 TICK WIKI/AAPL open: 107.51 close: 107.95\n",
      "2016-09-13 FILLED SELL 1 WIKI/AAPL at 107.51\n",
      "2016-09-13 SELL signal\n",
      "2016-09-13 ORDER SELL WIKI/AAPL 1\n",
      "2016-09-13 POSITION value:0.000 upnl:0.000 rpnl:4.860\n",
      "2016-09-14 TICK WIKI/AAPL open: 108.73 close: 111.77\n",
      "2016-09-14 FILLED SELL 1 WIKI/AAPL at 108.73\n",
      "2016-09-14 POSITION value:108.730 upnl:-3.040 rpnl:4.860\n",
      "2016-09-15 TICK WIKI/AAPL open: 113.86 close: 115.57\n",
      "2016-09-15 POSITION value:108.730 upnl:-6.840 rpnl:4.860\n",
      "2016-09-16 TICK WIKI/AAPL open: 115.12 close: 114.92\n",
      "2016-09-16 POSITION value:108.730 upnl:-6.190 rpnl:4.860\n",
      "2016-09-19 TICK WIKI/AAPL open: 115.19 close: 113.58\n",
      "2016-09-19 POSITION value:108.730 upnl:-4.850 rpnl:4.860\n",
      "2016-09-20 TICK WIKI/AAPL open: 113.05 close: 113.57\n",
      "2016-09-20 POSITION value:108.730 upnl:-4.840 rpnl:4.860\n",
      "2016-09-21 TICK WIKI/AAPL open: 113.85 close: 113.55\n",
      "2016-09-21 POSITION value:108.730 upnl:-4.820 rpnl:4.860\n",
      "2016-09-22 TICK WIKI/AAPL open: 114.35 close: 114.62\n",
      "2016-09-22 POSITION value:108.730 upnl:-5.890 rpnl:4.860\n",
      "2016-09-23 TICK WIKI/AAPL open: 114.42 close: 112.71\n",
      "2016-09-23 POSITION value:108.730 upnl:-3.980 rpnl:4.860\n",
      "2016-09-26 TICK WIKI/AAPL open: 111.64 close: 112.88\n",
      "2016-09-26 POSITION value:108.730 upnl:-4.150 rpnl:4.860\n",
      "2016-09-27 TICK WIKI/AAPL open: 113.0 close: 113.09\n",
      "2016-09-27 POSITION value:108.730 upnl:-4.360 rpnl:4.860\n",
      "2016-09-28 TICK WIKI/AAPL open: 113.69 close: 113.95\n",
      "2016-09-28 POSITION value:108.730 upnl:-5.220 rpnl:4.860\n",
      "2016-09-29 TICK WIKI/AAPL open: 113.16 close: 112.18\n",
      "2016-09-29 POSITION value:108.730 upnl:-3.450 rpnl:4.860\n",
      "2016-09-30 TICK WIKI/AAPL open: 112.46 close: 113.05\n",
      "2016-09-30 POSITION value:108.730 upnl:-4.320 rpnl:4.860\n",
      "2016-10-03 TICK WIKI/AAPL open: 112.71 close: 112.52\n",
      "2016-10-03 POSITION value:108.730 upnl:-3.790 rpnl:4.860\n",
      "2016-10-04 TICK WIKI/AAPL open: 113.06 close: 113.0\n",
      "2016-10-04 POSITION value:108.730 upnl:-4.270 rpnl:4.860\n",
      "2016-10-05 TICK WIKI/AAPL open: 113.4 close: 113.05\n",
      "2016-10-05 POSITION value:108.730 upnl:-4.320 rpnl:4.860\n",
      "2016-10-06 TICK WIKI/AAPL open: 113.7 close: 113.89\n",
      "2016-10-06 POSITION value:108.730 upnl:-5.160 rpnl:4.860\n",
      "2016-10-07 TICK WIKI/AAPL open: 114.31 close: 114.06\n",
      "2016-10-07 POSITION value:108.730 upnl:-5.330 rpnl:4.860\n",
      "2016-10-10 TICK WIKI/AAPL open: 115.02 close: 116.05\n",
      "2016-10-10 POSITION value:108.730 upnl:-7.320 rpnl:4.860\n",
      "2016-10-11 TICK WIKI/AAPL open: 117.7 close: 116.3\n",
      "2016-10-11 POSITION value:108.730 upnl:-7.570 rpnl:4.860\n",
      "2016-10-12 TICK WIKI/AAPL open: 117.35 close: 117.34\n",
      "2016-10-12 POSITION value:108.730 upnl:-8.610 rpnl:4.860\n",
      "2016-10-13 TICK WIKI/AAPL open: 116.79 close: 116.98\n",
      "2016-10-13 POSITION value:108.730 upnl:-8.250 rpnl:4.860\n",
      "2016-10-14 TICK WIKI/AAPL open: 117.88 close: 117.63\n",
      "2016-10-14 POSITION value:108.730 upnl:-8.900 rpnl:4.860\n",
      "2016-10-17 TICK WIKI/AAPL open: 117.33 close: 117.55\n",
      "2016-10-17 POSITION value:108.730 upnl:-8.820 rpnl:4.860\n",
      "2016-10-18 TICK WIKI/AAPL open: 118.18 close: 117.47\n",
      "2016-10-18 POSITION value:108.730 upnl:-8.740 rpnl:4.860\n",
      "2016-10-19 TICK WIKI/AAPL open: 117.25 close: 117.12\n",
      "2016-10-19 POSITION value:108.730 upnl:-8.390 rpnl:4.860\n",
      "2016-10-20 TICK WIKI/AAPL open: 116.86 close: 117.06\n",
      "2016-10-20 POSITION value:108.730 upnl:-8.330 rpnl:4.860\n",
      "2016-10-21 TICK WIKI/AAPL open: 116.81 close: 116.6\n",
      "2016-10-21 POSITION value:108.730 upnl:-7.870 rpnl:4.860\n",
      "2016-10-24 TICK WIKI/AAPL open: 117.1 close: 117.65\n",
      "2016-10-24 POSITION value:108.730 upnl:-8.920 rpnl:4.860\n",
      "2016-10-25 TICK WIKI/AAPL open: 117.95 close: 118.25\n",
      "2016-10-25 POSITION value:108.730 upnl:-9.520 rpnl:4.860\n",
      "2016-10-26 TICK WIKI/AAPL open: 114.31 close: 115.59\n",
      "2016-10-26 BUY signal\n",
      "2016-10-26 ORDER BUY WIKI/AAPL 1\n",
      "2016-10-26 POSITION value:108.730 upnl:-6.860 rpnl:4.860\n",
      "2016-10-27 TICK WIKI/AAPL open: 115.39 close: 114.48\n",
      "2016-10-27 FILLED BUY 1 WIKI/AAPL at 115.39\n",
      "2016-10-27 POSITION value:0.000 upnl:0.000 rpnl:-6.660\n",
      "2016-10-28 TICK WIKI/AAPL open: 113.87 close: 113.72\n",
      "2016-10-28 POSITION value:0.000 upnl:0.000 rpnl:-6.660\n",
      "2016-10-31 TICK WIKI/AAPL open: 113.65 close: 113.54\n",
      "2016-10-31 POSITION value:0.000 upnl:0.000 rpnl:-6.660\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2016-11-01 TICK WIKI/AAPL open: 113.46 close: 111.49\n",
      "2016-11-01 BUY signal\n",
      "2016-11-01 ORDER BUY WIKI/AAPL 1\n",
      "2016-11-01 POSITION value:0.000 upnl:0.000 rpnl:-6.660\n",
      "2016-11-02 TICK WIKI/AAPL open: 111.4 close: 111.59\n",
      "2016-11-02 FILLED BUY 1 WIKI/AAPL at 111.4\n",
      "2016-11-02 POSITION value:-111.400 upnl:0.190 rpnl:-6.660\n",
      "2016-11-03 TICK WIKI/AAPL open: 110.98 close: 109.83\n",
      "2016-11-03 POSITION value:-111.400 upnl:-1.570 rpnl:-6.660\n",
      "2016-11-04 TICK WIKI/AAPL open: 108.53 close: 108.84\n",
      "2016-11-04 POSITION value:-111.400 upnl:-2.560 rpnl:-6.660\n",
      "2016-11-07 TICK WIKI/AAPL open: 110.08 close: 110.41\n",
      "2016-11-07 SELL signal\n",
      "2016-11-07 ORDER SELL WIKI/AAPL 1\n",
      "2016-11-07 POSITION value:-111.400 upnl:-0.990 rpnl:-6.660\n",
      "2016-11-08 TICK WIKI/AAPL open: 110.31 close: 111.06\n",
      "2016-11-08 FILLED SELL 1 WIKI/AAPL at 110.31\n",
      "2016-11-08 POSITION value:0.000 upnl:0.000 rpnl:-1.090\n",
      "2016-11-09 TICK WIKI/AAPL open: 109.88 close: 110.88\n",
      "2016-11-09 POSITION value:0.000 upnl:0.000 rpnl:-1.090\n",
      "2016-11-10 TICK WIKI/AAPL open: 111.09 close: 107.79\n",
      "2016-11-10 BUY signal\n",
      "2016-11-10 ORDER BUY WIKI/AAPL 1\n",
      "2016-11-10 POSITION value:0.000 upnl:0.000 rpnl:-1.090\n",
      "2016-11-11 TICK WIKI/AAPL open: 106.92 close: 108.43\n",
      "2016-11-11 FILLED BUY 1 WIKI/AAPL at 106.92\n",
      "2016-11-11 POSITION value:-106.920 upnl:1.510 rpnl:-1.090\n",
      "2016-11-14 TICK WIKI/AAPL open: 107.32 close: 105.71\n",
      "2016-11-14 POSITION value:-106.920 upnl:-1.210 rpnl:-1.090\n",
      "2016-11-15 TICK WIKI/AAPL open: 106.57 close: 107.11\n",
      "2016-11-15 POSITION value:-106.920 upnl:0.190 rpnl:-1.090\n",
      "2016-11-16 TICK WIKI/AAPL open: 106.7 close: 109.99\n",
      "2016-11-16 SELL signal\n",
      "2016-11-16 ORDER SELL WIKI/AAPL 1\n",
      "2016-11-16 POSITION value:-106.920 upnl:3.070 rpnl:-1.090\n",
      "2016-11-17 TICK WIKI/AAPL open: 109.81 close: 109.95\n",
      "2016-11-17 FILLED SELL 1 WIKI/AAPL at 109.81\n",
      "2016-11-17 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-11-18 TICK WIKI/AAPL open: 109.72 close: 110.06\n",
      "2016-11-18 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-11-21 TICK WIKI/AAPL open: 110.12 close: 111.73\n",
      "2016-11-21 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-11-22 TICK WIKI/AAPL open: 111.95 close: 111.8\n",
      "2016-11-22 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-11-23 TICK WIKI/AAPL open: 111.36 close: 111.23\n",
      "2016-11-23 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-11-25 TICK WIKI/AAPL open: 111.13 close: 111.79\n",
      "2016-11-25 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-11-28 TICK WIKI/AAPL open: 111.43 close: 111.57\n",
      "2016-11-28 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-11-29 TICK WIKI/AAPL open: 110.78 close: 111.46\n",
      "2016-11-29 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-11-30 TICK WIKI/AAPL open: 111.56 close: 110.52\n",
      "2016-11-30 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-12-01 TICK WIKI/AAPL open: 110.365 close: 109.49\n",
      "2016-12-01 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-12-02 TICK WIKI/AAPL open: 109.17 close: 109.9\n",
      "2016-12-02 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-12-05 TICK WIKI/AAPL open: 110.0 close: 109.11\n",
      "2016-12-05 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-12-06 TICK WIKI/AAPL open: 109.5 close: 109.95\n",
      "2016-12-06 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-12-07 TICK WIKI/AAPL open: 109.26 close: 111.03\n",
      "2016-12-07 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-12-08 TICK WIKI/AAPL open: 110.86 close: 112.12\n",
      "2016-12-08 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-12-09 TICK WIKI/AAPL open: 112.31 close: 113.95\n",
      "2016-12-09 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-12-12 TICK WIKI/AAPL open: 113.29 close: 113.3\n",
      "2016-12-12 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-12-13 TICK WIKI/AAPL open: 113.84 close: 115.19\n",
      "2016-12-13 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-12-14 TICK WIKI/AAPL open: 115.04 close: 115.19\n",
      "2016-12-14 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-12-15 TICK WIKI/AAPL open: 115.38 close: 115.82\n",
      "2016-12-15 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-12-16 TICK WIKI/AAPL open: 116.47 close: 115.97\n",
      "2016-12-16 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-12-19 TICK WIKI/AAPL open: 115.8 close: 116.64\n",
      "2016-12-19 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-12-20 TICK WIKI/AAPL open: 116.74 close: 116.95\n",
      "2016-12-20 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-12-21 TICK WIKI/AAPL open: 116.8 close: 117.06\n",
      "2016-12-21 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-12-22 TICK WIKI/AAPL open: 116.35 close: 116.29\n",
      "2016-12-22 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-12-23 TICK WIKI/AAPL open: 115.59 close: 116.52\n",
      "2016-12-23 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-12-27 TICK WIKI/AAPL open: 116.52 close: 117.26\n",
      "2016-12-27 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-12-28 TICK WIKI/AAPL open: 117.52 close: 116.76\n",
      "2016-12-28 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-12-29 TICK WIKI/AAPL open: 116.45 close: 116.73\n",
      "2016-12-29 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2016-12-30 TICK WIKI/AAPL open: 116.65 close: 115.82\n",
      "2016-12-30 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2017-01-03 TICK WIKI/AAPL open: 115.8 close: 116.15\n",
      "2017-01-03 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2017-01-04 TICK WIKI/AAPL open: 115.85 close: 116.02\n",
      "2017-01-04 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2017-01-05 TICK WIKI/AAPL open: 115.92 close: 116.61\n",
      "2017-01-05 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2017-01-06 TICK WIKI/AAPL open: 116.78 close: 117.91\n",
      "2017-01-06 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2017-01-09 TICK WIKI/AAPL open: 117.95 close: 118.99\n",
      "2017-01-09 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2017-01-10 TICK WIKI/AAPL open: 118.77 close: 119.11\n",
      "2017-01-10 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2017-01-11 TICK WIKI/AAPL open: 118.74 close: 119.75\n",
      "2017-01-11 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2017-01-12 TICK WIKI/AAPL open: 118.895 close: 119.25\n",
      "2017-01-12 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2017-01-13 TICK WIKI/AAPL open: 119.11 close: 119.04\n",
      "2017-01-13 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2017-01-17 TICK WIKI/AAPL open: 118.34 close: 120.0\n",
      "2017-01-17 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2017-01-18 TICK WIKI/AAPL open: 120.0 close: 119.99\n",
      "2017-01-18 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2017-01-19 TICK WIKI/AAPL open: 119.4 close: 119.78\n",
      "2017-01-19 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2017-01-20 TICK WIKI/AAPL open: 120.45 close: 120.0\n",
      "2017-01-20 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2017-01-23 TICK WIKI/AAPL open: 120.0 close: 120.08\n",
      "2017-01-23 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2017-01-24 TICK WIKI/AAPL open: 119.55 close: 119.97\n",
      "2017-01-24 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2017-01-25 TICK WIKI/AAPL open: 120.42 close: 121.88\n",
      "2017-01-25 SELL signal\n",
      "2017-01-25 ORDER SELL WIKI/AAPL 1\n",
      "2017-01-25 POSITION value:0.000 upnl:0.000 rpnl:2.890\n",
      "2017-01-26 TICK WIKI/AAPL open: 121.67 close: 121.94\n",
      "2017-01-26 FILLED SELL 1 WIKI/AAPL at 121.67\n",
      "2017-01-26 POSITION value:121.670 upnl:-0.270 rpnl:2.890\n",
      "2017-01-27 TICK WIKI/AAPL open: 122.14 close: 121.95\n",
      "2017-01-27 POSITION value:121.670 upnl:-0.280 rpnl:2.890\n",
      "2017-01-30 TICK WIKI/AAPL open: 120.93 close: 121.63\n",
      "2017-01-30 POSITION value:121.670 upnl:0.040 rpnl:2.890\n",
      "2017-01-31 TICK WIKI/AAPL open: 121.15 close: 121.35\n",
      "2017-01-31 POSITION value:121.670 upnl:0.320 rpnl:2.890\n",
      "2017-02-01 TICK WIKI/AAPL open: 127.03 close: 128.75\n",
      "2017-02-01 POSITION value:121.670 upnl:-7.080 rpnl:2.890\n",
      "2017-02-02 TICK WIKI/AAPL open: 127.975 close: 128.53\n",
      "2017-02-02 POSITION value:121.670 upnl:-6.860 rpnl:2.890\n",
      "2017-02-03 TICK WIKI/AAPL open: 128.31 close: 129.08\n",
      "2017-02-03 POSITION value:121.670 upnl:-7.410 rpnl:2.890\n",
      "2017-02-06 TICK WIKI/AAPL open: 129.13 close: 130.29\n",
      "2017-02-06 POSITION value:121.670 upnl:-8.620 rpnl:2.890\n",
      "2017-02-07 TICK WIKI/AAPL open: 130.54 close: 131.53\n",
      "2017-02-07 POSITION value:121.670 upnl:-9.860 rpnl:2.890\n",
      "2017-02-08 TICK WIKI/AAPL open: 131.35 close: 132.04\n",
      "2017-02-08 POSITION value:121.670 upnl:-10.370 rpnl:2.890\n",
      "2017-02-09 TICK WIKI/AAPL open: 131.65 close: 132.42\n",
      "2017-02-09 POSITION value:121.670 upnl:-10.750 rpnl:2.890\n",
      "2017-02-10 TICK WIKI/AAPL open: 132.46 close: 132.12\n",
      "2017-02-10 POSITION value:121.670 upnl:-10.450 rpnl:2.890\n",
      "2017-02-13 TICK WIKI/AAPL open: 133.08 close: 133.29\n",
      "2017-02-13 POSITION value:121.670 upnl:-11.620 rpnl:2.890\n",
      "2017-02-14 TICK WIKI/AAPL open: 133.47 close: 135.02\n",
      "2017-02-14 POSITION value:121.670 upnl:-13.350 rpnl:2.890\n",
      "2017-02-15 TICK WIKI/AAPL open: 135.52 close: 135.51\n",
      "2017-02-15 POSITION value:121.670 upnl:-13.840 rpnl:2.890\n",
      "2017-02-16 TICK WIKI/AAPL open: 135.67 close: 135.345\n",
      "2017-02-16 POSITION value:121.670 upnl:-13.675 rpnl:2.890\n",
      "2017-02-17 TICK WIKI/AAPL open: 135.1 close: 135.72\n",
      "2017-02-17 POSITION value:121.670 upnl:-14.050 rpnl:2.890\n",
      "2017-02-21 TICK WIKI/AAPL open: 136.23 close: 136.7\n",
      "2017-02-21 POSITION value:121.670 upnl:-15.030 rpnl:2.890\n",
      "2017-02-22 TICK WIKI/AAPL open: 136.43 close: 137.11\n",
      "2017-02-22 POSITION value:121.670 upnl:-15.440 rpnl:2.890\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2017-02-23 TICK WIKI/AAPL open: 137.38 close: 136.53\n",
      "2017-02-23 POSITION value:121.670 upnl:-14.860 rpnl:2.890\n",
      "2017-02-24 TICK WIKI/AAPL open: 135.91 close: 136.66\n",
      "2017-02-24 POSITION value:121.670 upnl:-14.990 rpnl:2.890\n",
      "2017-02-27 TICK WIKI/AAPL open: 137.14 close: 136.93\n",
      "2017-02-27 POSITION value:121.670 upnl:-15.260 rpnl:2.890\n",
      "2017-02-28 TICK WIKI/AAPL open: 137.08 close: 136.99\n",
      "2017-02-28 POSITION value:121.670 upnl:-15.320 rpnl:2.890\n",
      "2017-03-01 TICK WIKI/AAPL open: 137.89 close: 139.79\n",
      "2017-03-01 POSITION value:121.670 upnl:-18.120 rpnl:2.890\n",
      "2017-03-02 TICK WIKI/AAPL open: 140.0 close: 138.96\n",
      "2017-03-02 BUY signal\n",
      "2017-03-02 ORDER BUY WIKI/AAPL 1\n",
      "2017-03-02 POSITION value:121.670 upnl:-17.290 rpnl:2.890\n",
      "2017-03-03 TICK WIKI/AAPL open: 138.78 close: 139.78\n",
      "2017-03-03 FILLED BUY 1 WIKI/AAPL at 138.78\n",
      "2017-03-03 POSITION value:0.000 upnl:0.000 rpnl:-17.110\n",
      "2017-03-06 TICK WIKI/AAPL open: 139.365 close: 139.34\n",
      "2017-03-06 POSITION value:0.000 upnl:0.000 rpnl:-17.110\n",
      "2017-03-07 TICK WIKI/AAPL open: 139.06 close: 139.52\n",
      "2017-03-07 POSITION value:0.000 upnl:0.000 rpnl:-17.110\n",
      "2017-03-08 TICK WIKI/AAPL open: 138.95 close: 139.0\n",
      "2017-03-08 POSITION value:0.000 upnl:0.000 rpnl:-17.110\n",
      "2017-03-09 TICK WIKI/AAPL open: 138.74 close: 138.68\n",
      "2017-03-09 POSITION value:0.000 upnl:0.000 rpnl:-17.110\n",
      "2017-03-10 TICK WIKI/AAPL open: 139.25 close: 139.14\n",
      "2017-03-10 POSITION value:0.000 upnl:0.000 rpnl:-17.110\n",
      "2017-03-13 TICK WIKI/AAPL open: 138.85 close: 139.2\n",
      "2017-03-13 POSITION value:0.000 upnl:0.000 rpnl:-17.110\n",
      "2017-03-14 TICK WIKI/AAPL open: 139.3 close: 138.99\n",
      "2017-03-14 POSITION value:0.000 upnl:0.000 rpnl:-17.110\n",
      "2017-03-15 TICK WIKI/AAPL open: 139.41 close: 140.46\n",
      "2017-03-15 POSITION value:0.000 upnl:0.000 rpnl:-17.110\n",
      "2017-03-16 TICK WIKI/AAPL open: 140.72 close: 140.69\n",
      "2017-03-16 POSITION value:0.000 upnl:0.000 rpnl:-17.110\n",
      "2017-03-17 TICK WIKI/AAPL open: 141.0 close: 139.99\n",
      "2017-03-17 POSITION value:0.000 upnl:0.000 rpnl:-17.110\n",
      "2017-03-20 TICK WIKI/AAPL open: 140.4 close: 141.46\n",
      "2017-03-20 POSITION value:0.000 upnl:0.000 rpnl:-17.110\n",
      "2017-03-21 TICK WIKI/AAPL open: 142.11 close: 139.84\n",
      "2017-03-21 BUY signal\n",
      "2017-03-21 ORDER BUY WIKI/AAPL 1\n",
      "2017-03-21 POSITION value:0.000 upnl:0.000 rpnl:-17.110\n",
      "2017-03-22 TICK WIKI/AAPL open: 139.845 close: 141.42\n",
      "2017-03-22 FILLED BUY 1 WIKI/AAPL at 139.845\n",
      "2017-03-22 POSITION value:-139.845 upnl:1.575 rpnl:-17.110\n",
      "2017-03-23 TICK WIKI/AAPL open: 141.26 close: 140.92\n",
      "2017-03-23 POSITION value:-139.845 upnl:1.075 rpnl:-17.110\n",
      "2017-03-24 TICK WIKI/AAPL open: 141.5 close: 140.64\n",
      "2017-03-24 POSITION value:-139.845 upnl:0.795 rpnl:-17.110\n",
      "2017-03-27 TICK WIKI/AAPL open: 139.39 close: 140.88\n",
      "2017-03-27 POSITION value:-139.845 upnl:1.035 rpnl:-17.110\n",
      "2017-03-28 TICK WIKI/AAPL open: 140.91 close: 143.8\n",
      "2017-03-28 SELL signal\n",
      "2017-03-28 ORDER SELL WIKI/AAPL 1\n",
      "2017-03-28 POSITION value:-139.845 upnl:3.955 rpnl:-17.110\n",
      "2017-03-29 TICK WIKI/AAPL open: 143.68 close: 144.12\n",
      "2017-03-29 FILLED SELL 1 WIKI/AAPL at 143.68\n",
      "2017-03-29 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-03-30 TICK WIKI/AAPL open: 144.19 close: 143.93\n",
      "2017-03-30 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-03-31 TICK WIKI/AAPL open: 143.72 close: 143.66\n",
      "2017-03-31 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-04-03 TICK WIKI/AAPL open: 143.71 close: 143.7\n",
      "2017-04-03 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-04-04 TICK WIKI/AAPL open: 143.25 close: 144.77\n",
      "2017-04-04 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-04-05 TICK WIKI/AAPL open: 144.22 close: 144.02\n",
      "2017-04-05 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-04-06 TICK WIKI/AAPL open: 144.29 close: 143.66\n",
      "2017-04-06 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-04-07 TICK WIKI/AAPL open: 143.73 close: 143.34\n",
      "2017-04-07 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-04-10 TICK WIKI/AAPL open: 143.6 close: 143.17\n",
      "2017-04-10 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-04-11 TICK WIKI/AAPL open: 142.94 close: 141.63\n",
      "2017-04-11 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-04-12 TICK WIKI/AAPL open: 141.6 close: 141.8\n",
      "2017-04-12 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-04-13 TICK WIKI/AAPL open: 141.91 close: 141.05\n",
      "2017-04-13 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-04-17 TICK WIKI/AAPL open: 141.48 close: 141.83\n",
      "2017-04-17 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-04-18 TICK WIKI/AAPL open: 141.41 close: 141.2\n",
      "2017-04-18 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-04-19 TICK WIKI/AAPL open: 141.88 close: 140.68\n",
      "2017-04-19 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-04-20 TICK WIKI/AAPL open: 141.22 close: 142.44\n",
      "2017-04-20 SELL signal\n",
      "2017-04-20 ORDER SELL WIKI/AAPL 1\n",
      "2017-04-20 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-04-21 TICK WIKI/AAPL open: 142.44 close: 142.27\n",
      "2017-04-21 FILLED SELL 1 WIKI/AAPL at 142.44\n",
      "2017-04-21 POSITION value:142.440 upnl:0.170 rpnl:3.835\n",
      "2017-04-24 TICK WIKI/AAPL open: 143.5 close: 143.64\n",
      "2017-04-24 POSITION value:142.440 upnl:-1.200 rpnl:3.835\n",
      "2017-04-25 TICK WIKI/AAPL open: 143.91 close: 144.54\n",
      "2017-04-25 POSITION value:142.440 upnl:-2.100 rpnl:3.835\n",
      "2017-04-26 TICK WIKI/AAPL open: 144.47 close: 143.6508\n",
      "2017-04-26 POSITION value:142.440 upnl:-1.211 rpnl:3.835\n",
      "2017-04-27 TICK WIKI/AAPL open: 143.9225 close: 143.79\n",
      "2017-04-27 POSITION value:142.440 upnl:-1.350 rpnl:3.835\n",
      "2017-04-28 TICK WIKI/AAPL open: 144.09 close: 143.65\n",
      "2017-04-28 POSITION value:142.440 upnl:-1.210 rpnl:3.835\n",
      "2017-05-01 TICK WIKI/AAPL open: 145.1 close: 146.6\n",
      "2017-05-01 POSITION value:142.440 upnl:-4.160 rpnl:3.835\n",
      "2017-05-02 TICK WIKI/AAPL open: 147.54 close: 147.51\n",
      "2017-05-02 POSITION value:142.440 upnl:-5.070 rpnl:3.835\n",
      "2017-05-03 TICK WIKI/AAPL open: 145.59 close: 147.06\n",
      "2017-05-03 POSITION value:142.440 upnl:-4.620 rpnl:3.835\n",
      "2017-05-04 TICK WIKI/AAPL open: 146.52 close: 146.53\n",
      "2017-05-04 POSITION value:142.440 upnl:-4.090 rpnl:3.835\n",
      "2017-05-05 TICK WIKI/AAPL open: 146.76 close: 148.96\n",
      "2017-05-05 POSITION value:142.440 upnl:-6.520 rpnl:3.835\n",
      "2017-05-08 TICK WIKI/AAPL open: 149.03 close: 153.0\n",
      "2017-05-08 POSITION value:142.440 upnl:-10.560 rpnl:3.835\n",
      "2017-05-09 TICK WIKI/AAPL open: 153.87 close: 153.96\n",
      "2017-05-09 POSITION value:142.440 upnl:-11.520 rpnl:3.835\n",
      "2017-05-10 TICK WIKI/AAPL open: 153.63 close: 153.26\n",
      "2017-05-10 POSITION value:142.440 upnl:-10.820 rpnl:3.835\n",
      "2017-05-11 TICK WIKI/AAPL open: 152.45 close: 153.95\n",
      "2017-05-11 POSITION value:142.440 upnl:-11.510 rpnl:3.835\n",
      "2017-05-12 TICK WIKI/AAPL open: 154.7 close: 156.1\n",
      "2017-05-12 POSITION value:142.440 upnl:-13.660 rpnl:3.835\n",
      "2017-05-15 TICK WIKI/AAPL open: 156.01 close: 155.7\n",
      "2017-05-15 POSITION value:142.440 upnl:-13.260 rpnl:3.835\n",
      "2017-05-16 TICK WIKI/AAPL open: 155.94 close: 155.47\n",
      "2017-05-16 POSITION value:142.440 upnl:-13.030 rpnl:3.835\n",
      "2017-05-17 TICK WIKI/AAPL open: 153.6 close: 150.25\n",
      "2017-05-17 BUY signal\n",
      "2017-05-17 ORDER BUY WIKI/AAPL 1\n",
      "2017-05-17 POSITION value:142.440 upnl:-7.810 rpnl:3.835\n",
      "2017-05-18 TICK WIKI/AAPL open: 151.27 close: 152.54\n",
      "2017-05-18 FILLED BUY 1 WIKI/AAPL at 151.27\n",
      "2017-05-18 POSITION value:0.000 upnl:0.000 rpnl:-8.830\n",
      "2017-05-19 TICK WIKI/AAPL open: 153.38 close: 152.96\n",
      "2017-05-19 POSITION value:0.000 upnl:0.000 rpnl:-8.830\n",
      "2017-05-22 TICK WIKI/AAPL open: 154.0 close: 153.99\n",
      "2017-05-22 POSITION value:0.000 upnl:0.000 rpnl:-8.830\n",
      "2017-05-23 TICK WIKI/AAPL open: 154.9 close: 153.8\n",
      "2017-05-23 POSITION value:0.000 upnl:0.000 rpnl:-8.830\n",
      "2017-05-24 TICK WIKI/AAPL open: 153.84 close: 153.34\n",
      "2017-05-24 POSITION value:0.000 upnl:0.000 rpnl:-8.830\n",
      "2017-05-25 TICK WIKI/AAPL open: 153.73 close: 153.87\n",
      "2017-05-25 POSITION value:0.000 upnl:0.000 rpnl:-8.830\n",
      "2017-05-26 TICK WIKI/AAPL open: 154.0 close: 153.61\n",
      "2017-05-26 POSITION value:0.000 upnl:0.000 rpnl:-8.830\n",
      "2017-05-30 TICK WIKI/AAPL open: 153.42 close: 153.67\n",
      "2017-05-30 POSITION value:0.000 upnl:0.000 rpnl:-8.830\n",
      "2017-05-31 TICK WIKI/AAPL open: 153.97 close: 152.76\n",
      "2017-05-31 POSITION value:0.000 upnl:0.000 rpnl:-8.830\n",
      "2017-06-01 TICK WIKI/AAPL open: 153.17 close: 153.18\n",
      "2017-06-01 POSITION value:0.000 upnl:0.000 rpnl:-8.830\n",
      "2017-06-02 TICK WIKI/AAPL open: 153.58 close: 155.45\n",
      "2017-06-02 POSITION value:0.000 upnl:0.000 rpnl:-8.830\n",
      "2017-06-05 TICK WIKI/AAPL open: 154.34 close: 153.93\n",
      "2017-06-05 POSITION value:0.000 upnl:0.000 rpnl:-8.830\n",
      "2017-06-06 TICK WIKI/AAPL open: 153.9 close: 154.45\n",
      "2017-06-06 POSITION value:0.000 upnl:0.000 rpnl:-8.830\n",
      "2017-06-07 TICK WIKI/AAPL open: 155.02 close: 155.37\n",
      "2017-06-07 POSITION value:0.000 upnl:0.000 rpnl:-8.830\n",
      "2017-06-08 TICK WIKI/AAPL open: 155.25 close: 154.99\n",
      "2017-06-08 POSITION value:0.000 upnl:0.000 rpnl:-8.830\n",
      "2017-06-09 TICK WIKI/AAPL open: 155.19 close: 148.98\n",
      "2017-06-09 BUY signal\n",
      "2017-06-09 ORDER BUY WIKI/AAPL 1\n",
      "2017-06-09 POSITION value:0.000 upnl:0.000 rpnl:-8.830\n",
      "2017-06-12 TICK WIKI/AAPL open: 145.74 close: 145.32\n",
      "2017-06-12 FILLED BUY 1 WIKI/AAPL at 145.74\n",
      "2017-06-12 POSITION value:-145.740 upnl:-0.420 rpnl:-8.830\n",
      "2017-06-13 TICK WIKI/AAPL open: 147.16 close: 146.59\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2017-06-13 POSITION value:-145.740 upnl:0.850 rpnl:-8.830\n",
      "2017-06-14 TICK WIKI/AAPL open: 147.5 close: 145.16\n",
      "2017-06-14 POSITION value:-145.740 upnl:-0.580 rpnl:-8.830\n",
      "2017-06-15 TICK WIKI/AAPL open: 143.32 close: 144.29\n",
      "2017-06-15 POSITION value:-145.740 upnl:-1.450 rpnl:-8.830\n",
      "2017-06-16 TICK WIKI/AAPL open: 143.78 close: 142.27\n",
      "2017-06-16 POSITION value:-145.740 upnl:-3.470 rpnl:-8.830\n",
      "2017-06-19 TICK WIKI/AAPL open: 143.66 close: 146.34\n",
      "2017-06-19 SELL signal\n",
      "2017-06-19 ORDER SELL WIKI/AAPL 1\n",
      "2017-06-19 POSITION value:-145.740 upnl:0.600 rpnl:-8.830\n",
      "2017-06-20 TICK WIKI/AAPL open: 146.87 close: 145.01\n",
      "2017-06-20 FILLED SELL 1 WIKI/AAPL at 146.87\n",
      "2017-06-20 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-06-21 TICK WIKI/AAPL open: 145.52 close: 145.87\n",
      "2017-06-21 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-06-22 TICK WIKI/AAPL open: 145.77 close: 145.63\n",
      "2017-06-22 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-06-23 TICK WIKI/AAPL open: 145.13 close: 146.35\n",
      "2017-06-23 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-06-26 TICK WIKI/AAPL open: 147.17 close: 145.82\n",
      "2017-06-26 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-06-27 TICK WIKI/AAPL open: 145.01 close: 143.74\n",
      "2017-06-27 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-06-28 TICK WIKI/AAPL open: 144.49 close: 145.83\n",
      "2017-06-28 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-06-29 TICK WIKI/AAPL open: 144.71 close: 143.68\n",
      "2017-06-29 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-06-30 TICK WIKI/AAPL open: 144.45 close: 144.02\n",
      "2017-06-30 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-03 TICK WIKI/AAPL open: 144.88 close: 143.5\n",
      "2017-07-03 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-05 TICK WIKI/AAPL open: 143.69 close: 144.09\n",
      "2017-07-05 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-06 TICK WIKI/AAPL open: 143.02 close: 142.73\n",
      "2017-07-06 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-07 TICK WIKI/AAPL open: 142.9 close: 144.18\n",
      "2017-07-07 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-10 TICK WIKI/AAPL open: 144.11 close: 145.06\n",
      "2017-07-10 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-11 TICK WIKI/AAPL open: 144.73 close: 145.53\n",
      "2017-07-11 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-12 TICK WIKI/AAPL open: 145.87 close: 145.74\n",
      "2017-07-12 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-13 TICK WIKI/AAPL open: 145.5 close: 147.77\n",
      "2017-07-13 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-14 TICK WIKI/AAPL open: 147.97 close: 149.04\n",
      "2017-07-14 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-17 TICK WIKI/AAPL open: 148.82 close: 149.56\n",
      "2017-07-17 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-18 TICK WIKI/AAPL open: 149.2 close: 150.08\n",
      "2017-07-18 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-19 TICK WIKI/AAPL open: 150.48 close: 151.02\n",
      "2017-07-19 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-20 TICK WIKI/AAPL open: 151.5 close: 150.34\n",
      "2017-07-20 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-21 TICK WIKI/AAPL open: 149.99 close: 150.27\n",
      "2017-07-21 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-24 TICK WIKI/AAPL open: 150.58 close: 152.09\n",
      "2017-07-24 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-25 TICK WIKI/AAPL open: 151.8 close: 152.74\n",
      "2017-07-25 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-26 TICK WIKI/AAPL open: 153.35 close: 153.46\n",
      "2017-07-26 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-27 TICK WIKI/AAPL open: 153.75 close: 150.56\n",
      "2017-07-27 BUY signal\n",
      "2017-07-27 ORDER BUY WIKI/AAPL 1\n",
      "2017-07-27 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-28 TICK WIKI/AAPL open: 149.89 close: 149.5\n",
      "2017-07-28 FILLED BUY 1 WIKI/AAPL at 149.89\n",
      "2017-07-28 POSITION value:-149.890 upnl:-0.390 rpnl:1.130\n",
      "2017-07-31 TICK WIKI/AAPL open: 149.9 close: 148.85\n",
      "2017-07-31 POSITION value:-149.890 upnl:-1.040 rpnl:1.130\n",
      "2017-08-01 TICK WIKI/AAPL open: 149.1 close: 150.05\n",
      "2017-08-01 POSITION value:-149.890 upnl:0.160 rpnl:1.130\n",
      "2017-08-02 TICK WIKI/AAPL open: 159.28 close: 157.14\n",
      "2017-08-02 SELL signal\n",
      "2017-08-02 ORDER SELL WIKI/AAPL 1\n",
      "2017-08-02 POSITION value:-149.890 upnl:7.250 rpnl:1.130\n",
      "2017-08-03 TICK WIKI/AAPL open: 157.05 close: 155.57\n",
      "2017-08-03 FILLED SELL 1 WIKI/AAPL at 157.05\n",
      "2017-08-03 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-08-04 TICK WIKI/AAPL open: 156.07 close: 156.39\n",
      "2017-08-04 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-08-08 TICK WIKI/AAPL open: 158.6 close: 160.08\n",
      "2017-08-08 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-08-09 TICK WIKI/AAPL open: 159.26 close: 161.06\n",
      "2017-08-09 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-08-10 TICK WIKI/AAPL open: 159.9 close: 155.27\n",
      "2017-08-10 BUY signal\n",
      "2017-08-10 ORDER BUY WIKI/AAPL 1\n",
      "2017-08-10 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-08-11 TICK WIKI/AAPL open: 156.6 close: 157.48\n",
      "2017-08-11 FILLED BUY 1 WIKI/AAPL at 156.6\n",
      "2017-08-11 POSITION value:-156.600 upnl:0.880 rpnl:7.160\n",
      "2017-08-14 TICK WIKI/AAPL open: 159.32 close: 159.85\n",
      "2017-08-14 POSITION value:-156.600 upnl:3.250 rpnl:7.160\n",
      "2017-08-15 TICK WIKI/AAPL open: 160.66 close: 161.6\n",
      "2017-08-15 POSITION value:-156.600 upnl:5.000 rpnl:7.160\n",
      "2017-08-16 TICK WIKI/AAPL open: 161.94 close: 160.95\n",
      "2017-08-16 POSITION value:-156.600 upnl:4.350 rpnl:7.160\n",
      "2017-08-17 TICK WIKI/AAPL open: 160.52 close: 157.87\n",
      "2017-08-17 POSITION value:-156.600 upnl:1.270 rpnl:7.160\n",
      "2017-08-18 TICK WIKI/AAPL open: 157.86 close: 157.5\n",
      "2017-08-18 POSITION value:-156.600 upnl:0.900 rpnl:7.160\n",
      "2017-08-21 TICK WIKI/AAPL open: 157.5 close: 157.21\n",
      "2017-08-21 POSITION value:-156.600 upnl:0.610 rpnl:7.160\n",
      "2017-08-22 TICK WIKI/AAPL open: 158.23 close: 159.78\n",
      "2017-08-22 POSITION value:-156.600 upnl:3.180 rpnl:7.160\n",
      "2017-08-23 TICK WIKI/AAPL open: 159.07 close: 159.98\n",
      "2017-08-23 POSITION value:-156.600 upnl:3.380 rpnl:7.160\n",
      "2017-08-24 TICK WIKI/AAPL open: 160.43 close: 159.27\n",
      "2017-08-24 POSITION value:-156.600 upnl:2.670 rpnl:7.160\n",
      "2017-08-25 TICK WIKI/AAPL open: 159.65 close: 159.86\n",
      "2017-08-25 POSITION value:-156.600 upnl:3.260 rpnl:7.160\n",
      "2017-08-28 TICK WIKI/AAPL open: 160.14 close: 161.47\n",
      "2017-08-28 POSITION value:-156.600 upnl:4.870 rpnl:7.160\n",
      "2017-08-29 TICK WIKI/AAPL open: 160.1 close: 162.91\n",
      "2017-08-29 POSITION value:-156.600 upnl:6.310 rpnl:7.160\n",
      "2017-08-30 TICK WIKI/AAPL open: 163.8 close: 163.35\n",
      "2017-08-30 POSITION value:-156.600 upnl:6.750 rpnl:7.160\n",
      "2017-08-31 TICK WIKI/AAPL open: 163.64 close: 164.0\n",
      "2017-08-31 POSITION value:-156.600 upnl:7.400 rpnl:7.160\n",
      "2017-09-01 TICK WIKI/AAPL open: 164.8 close: 164.05\n",
      "2017-09-01 POSITION value:-156.600 upnl:7.450 rpnl:7.160\n",
      "2017-09-05 TICK WIKI/AAPL open: 163.75 close: 162.08\n",
      "2017-09-05 POSITION value:-156.600 upnl:5.480 rpnl:7.160\n",
      "2017-09-06 TICK WIKI/AAPL open: 162.71 close: 161.91\n",
      "2017-09-06 POSITION value:-156.600 upnl:5.310 rpnl:7.160\n",
      "2017-09-07 TICK WIKI/AAPL open: 162.09 close: 161.26\n",
      "2017-09-07 POSITION value:-156.600 upnl:4.660 rpnl:7.160\n",
      "2017-09-08 TICK WIKI/AAPL open: 160.86 close: 158.63\n",
      "2017-09-08 POSITION value:-156.600 upnl:2.030 rpnl:7.160\n",
      "2017-09-11 TICK WIKI/AAPL open: 160.5 close: 161.5\n",
      "2017-09-11 SELL signal\n",
      "2017-09-11 ORDER SELL WIKI/AAPL 1\n",
      "2017-09-11 POSITION value:-156.600 upnl:4.900 rpnl:7.160\n",
      "2017-09-12 TICK WIKI/AAPL open: 162.61 close: 160.82\n",
      "2017-09-12 FILLED SELL 1 WIKI/AAPL at 162.61\n",
      "2017-09-12 POSITION value:0.000 upnl:0.000 rpnl:6.010\n",
      "2017-09-13 TICK WIKI/AAPL open: 159.87 close: 159.65\n",
      "2017-09-13 POSITION value:0.000 upnl:0.000 rpnl:6.010\n",
      "2017-09-14 TICK WIKI/AAPL open: 158.99 close: 158.28\n",
      "2017-09-14 POSITION value:0.000 upnl:0.000 rpnl:6.010\n",
      "2017-09-15 TICK WIKI/AAPL open: 158.47 close: 159.88\n",
      "2017-09-15 POSITION value:0.000 upnl:0.000 rpnl:6.010\n",
      "2017-09-18 TICK WIKI/AAPL open: 160.11 close: 158.67\n",
      "2017-09-18 POSITION value:0.000 upnl:0.000 rpnl:6.010\n",
      "2017-09-19 TICK WIKI/AAPL open: 159.51 close: 158.73\n",
      "2017-09-19 POSITION value:0.000 upnl:0.000 rpnl:6.010\n",
      "2017-09-20 TICK WIKI/AAPL open: 157.9 close: 156.07\n",
      "2017-09-20 BUY signal\n",
      "2017-09-20 ORDER BUY WIKI/AAPL 1\n",
      "2017-09-20 POSITION value:0.000 upnl:0.000 rpnl:6.010\n",
      "2017-09-21 TICK WIKI/AAPL open: 155.8 close: 153.39\n",
      "2017-09-21 FILLED BUY 1 WIKI/AAPL at 155.8\n",
      "2017-09-21 POSITION value:-155.800 upnl:-2.410 rpnl:6.010\n",
      "2017-09-22 TICK WIKI/AAPL open: 152.02 close: 151.89\n",
      "2017-09-22 POSITION value:-155.800 upnl:-3.910 rpnl:6.010\n",
      "2017-09-25 TICK WIKI/AAPL open: 149.99 close: 150.55\n",
      "2017-09-25 POSITION value:-155.800 upnl:-5.250 rpnl:6.010\n",
      "2017-09-26 TICK WIKI/AAPL open: 151.78 close: 153.14\n",
      "2017-09-26 SELL signal\n",
      "2017-09-26 ORDER SELL WIKI/AAPL 1\n",
      "2017-09-26 POSITION value:-155.800 upnl:-2.660 rpnl:6.010\n",
      "2017-09-27 TICK WIKI/AAPL open: 153.8 close: 154.23\n",
      "2017-09-27 FILLED SELL 1 WIKI/AAPL at 153.8\n",
      "2017-09-27 POSITION value:0.000 upnl:0.000 rpnl:-2.000\n",
      "2017-09-28 TICK WIKI/AAPL open: 153.89 close: 153.28\n",
      "2017-09-28 POSITION value:0.000 upnl:0.000 rpnl:-2.000\n",
      "2017-09-29 TICK WIKI/AAPL open: 153.21 close: 154.12\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2017-09-29 POSITION value:0.000 upnl:0.000 rpnl:-2.000\n",
      "2017-10-02 TICK WIKI/AAPL open: 154.26 close: 153.81\n",
      "2017-10-02 POSITION value:0.000 upnl:0.000 rpnl:-2.000\n",
      "2017-10-03 TICK WIKI/AAPL open: 154.01 close: 154.48\n",
      "2017-10-03 POSITION value:0.000 upnl:0.000 rpnl:-2.000\n",
      "2017-10-04 TICK WIKI/AAPL open: 153.63 close: 153.4508\n",
      "2017-10-04 POSITION value:0.000 upnl:0.000 rpnl:-2.000\n",
      "2017-10-05 TICK WIKI/AAPL open: 154.18 close: 155.39\n",
      "2017-10-05 POSITION value:0.000 upnl:0.000 rpnl:-2.000\n",
      "2017-10-06 TICK WIKI/AAPL open: 154.97 close: 155.3\n",
      "2017-10-06 POSITION value:0.000 upnl:0.000 rpnl:-2.000\n",
      "2017-10-09 TICK WIKI/AAPL open: 155.81 close: 155.84\n",
      "2017-10-09 POSITION value:0.000 upnl:0.000 rpnl:-2.000\n",
      "2017-10-10 TICK WIKI/AAPL open: 156.055 close: 155.9\n",
      "2017-10-10 POSITION value:0.000 upnl:0.000 rpnl:-2.000\n",
      "2017-10-11 TICK WIKI/AAPL open: 155.97 close: 156.55\n",
      "2017-10-11 POSITION value:0.000 upnl:0.000 rpnl:-2.000\n",
      "2017-10-12 TICK WIKI/AAPL open: 156.35 close: 156.0\n",
      "2017-10-12 POSITION value:0.000 upnl:0.000 rpnl:-2.000\n",
      "2017-10-13 TICK WIKI/AAPL open: 156.73 close: 156.99\n",
      "2017-10-13 POSITION value:0.000 upnl:0.000 rpnl:-2.000\n",
      "2017-10-16 TICK WIKI/AAPL open: 157.9 close: 159.88\n",
      "2017-10-16 SELL signal\n",
      "2017-10-16 ORDER SELL WIKI/AAPL 1\n",
      "2017-10-16 POSITION value:0.000 upnl:0.000 rpnl:-2.000\n",
      "2017-10-17 TICK WIKI/AAPL open: 159.78 close: 160.47\n",
      "2017-10-17 FILLED SELL 1 WIKI/AAPL at 159.78\n",
      "2017-10-17 POSITION value:159.780 upnl:-0.690 rpnl:-2.000\n",
      "2017-10-18 TICK WIKI/AAPL open: 160.42 close: 159.76\n",
      "2017-10-18 POSITION value:159.780 upnl:0.020 rpnl:-2.000\n",
      "2017-10-19 TICK WIKI/AAPL open: 156.75 close: 155.98\n",
      "2017-10-19 BUY signal\n",
      "2017-10-19 ORDER BUY WIKI/AAPL 1\n",
      "2017-10-19 POSITION value:159.780 upnl:3.800 rpnl:-2.000\n",
      "2017-10-20 TICK WIKI/AAPL open: 156.61 close: 156.16\n",
      "2017-10-20 FILLED BUY 1 WIKI/AAPL at 156.61\n",
      "2017-10-20 POSITION value:0.000 upnl:0.000 rpnl:3.170\n",
      "2017-10-23 TICK WIKI/AAPL open: 156.89 close: 156.17\n",
      "2017-10-23 POSITION value:0.000 upnl:0.000 rpnl:3.170\n",
      "2017-10-24 TICK WIKI/AAPL open: 156.29 close: 157.1\n",
      "2017-10-24 POSITION value:0.000 upnl:0.000 rpnl:3.170\n",
      "2017-10-25 TICK WIKI/AAPL open: 156.91 close: 156.405\n",
      "2017-10-25 POSITION value:0.000 upnl:0.000 rpnl:3.170\n",
      "2017-10-26 TICK WIKI/AAPL open: 157.23 close: 157.41\n",
      "2017-10-26 POSITION value:0.000 upnl:0.000 rpnl:3.170\n",
      "2017-10-27 TICK WIKI/AAPL open: 159.29 close: 163.05\n",
      "2017-10-27 SELL signal\n",
      "2017-10-27 ORDER SELL WIKI/AAPL 1\n",
      "2017-10-27 POSITION value:0.000 upnl:0.000 rpnl:3.170\n",
      "2017-10-30 TICK WIKI/AAPL open: 163.89 close: 166.72\n",
      "2017-10-30 FILLED SELL 1 WIKI/AAPL at 163.89\n",
      "2017-10-30 POSITION value:163.890 upnl:-2.830 rpnl:3.170\n",
      "2017-10-31 TICK WIKI/AAPL open: 167.9 close: 169.04\n",
      "2017-10-31 POSITION value:163.890 upnl:-5.150 rpnl:3.170\n",
      "2017-11-01 TICK WIKI/AAPL open: 169.87 close: 166.89\n",
      "2017-11-01 POSITION value:163.890 upnl:-3.000 rpnl:3.170\n",
      "2017-11-02 TICK WIKI/AAPL open: 167.64 close: 168.11\n",
      "2017-11-02 POSITION value:163.890 upnl:-4.220 rpnl:3.170\n",
      "2017-11-03 TICK WIKI/AAPL open: 174.0 close: 172.5\n",
      "2017-11-03 POSITION value:163.890 upnl:-8.610 rpnl:3.170\n",
      "2017-11-06 TICK WIKI/AAPL open: 172.365 close: 174.25\n",
      "2017-11-06 POSITION value:163.890 upnl:-10.360 rpnl:3.170\n",
      "2017-11-07 TICK WIKI/AAPL open: 173.91 close: 174.81\n",
      "2017-11-07 POSITION value:163.890 upnl:-10.920 rpnl:3.170\n",
      "2017-11-09 TICK WIKI/AAPL open: 175.11 close: 175.88\n",
      "2017-11-09 POSITION value:163.890 upnl:-11.990 rpnl:3.170\n",
      "2017-11-10 TICK WIKI/AAPL open: 175.11 close: 174.67\n",
      "2017-11-10 POSITION value:163.890 upnl:-10.780 rpnl:3.170\n",
      "2017-11-13 TICK WIKI/AAPL open: 173.5 close: 173.97\n",
      "2017-11-13 POSITION value:163.890 upnl:-10.080 rpnl:3.170\n",
      "2017-11-14 TICK WIKI/AAPL open: 173.04 close: 171.34\n",
      "2017-11-14 POSITION value:163.890 upnl:-7.450 rpnl:3.170\n",
      "2017-11-15 TICK WIKI/AAPL open: 169.97 close: 169.08\n",
      "2017-11-15 POSITION value:163.890 upnl:-5.190 rpnl:3.170\n",
      "2017-11-16 TICK WIKI/AAPL open: 171.18 close: 171.1\n",
      "2017-11-16 POSITION value:163.890 upnl:-7.210 rpnl:3.170\n",
      "2017-11-17 TICK WIKI/AAPL open: 171.04 close: 170.15\n",
      "2017-11-17 POSITION value:163.890 upnl:-6.260 rpnl:3.170\n",
      "2017-11-20 TICK WIKI/AAPL open: 170.29 close: 169.98\n",
      "2017-11-20 POSITION value:163.890 upnl:-6.090 rpnl:3.170\n",
      "2017-11-21 TICK WIKI/AAPL open: 170.78 close: 173.14\n",
      "2017-11-21 POSITION value:163.890 upnl:-9.250 rpnl:3.170\n",
      "2017-11-22 TICK WIKI/AAPL open: 173.36 close: 174.96\n",
      "2017-11-22 POSITION value:163.890 upnl:-11.070 rpnl:3.170\n",
      "2017-11-24 TICK WIKI/AAPL open: 175.1 close: 174.97\n",
      "2017-11-24 POSITION value:163.890 upnl:-11.080 rpnl:3.170\n",
      "2017-11-27 TICK WIKI/AAPL open: 175.05 close: 174.09\n",
      "2017-11-27 POSITION value:163.890 upnl:-10.200 rpnl:3.170\n",
      "2017-11-28 TICK WIKI/AAPL open: 174.3 close: 173.07\n",
      "2017-11-28 POSITION value:163.890 upnl:-9.180 rpnl:3.170\n",
      "2017-11-29 TICK WIKI/AAPL open: 172.63 close: 169.48\n",
      "2017-11-29 BUY signal\n",
      "2017-11-29 ORDER BUY WIKI/AAPL 1\n",
      "2017-11-29 POSITION value:163.890 upnl:-5.590 rpnl:3.170\n",
      "2017-11-30 TICK WIKI/AAPL open: 170.43 close: 171.85\n",
      "2017-11-30 FILLED BUY 1 WIKI/AAPL at 170.43\n",
      "2017-11-30 POSITION value:0.000 upnl:0.000 rpnl:-6.540\n",
      "2017-12-01 TICK WIKI/AAPL open: 169.95 close: 171.05\n",
      "2017-12-01 POSITION value:0.000 upnl:0.000 rpnl:-6.540\n",
      "2017-12-04 TICK WIKI/AAPL open: 172.48 close: 169.8\n",
      "2017-12-04 POSITION value:0.000 upnl:0.000 rpnl:-6.540\n",
      "2017-12-05 TICK WIKI/AAPL open: 169.06 close: 169.64\n",
      "2017-12-05 POSITION value:0.000 upnl:0.000 rpnl:-6.540\n",
      "2017-12-06 TICK WIKI/AAPL open: 167.5 close: 169.01\n",
      "2017-12-06 POSITION value:0.000 upnl:0.000 rpnl:-6.540\n",
      "2017-12-07 TICK WIKI/AAPL open: 169.03 close: 169.452\n",
      "2017-12-07 POSITION value:0.000 upnl:0.000 rpnl:-6.540\n",
      "2017-12-08 TICK WIKI/AAPL open: 170.49 close: 169.37\n",
      "2017-12-08 POSITION value:0.000 upnl:0.000 rpnl:-6.540\n",
      "2017-12-11 TICK WIKI/AAPL open: 169.2 close: 172.67\n",
      "2017-12-11 SELL signal\n",
      "2017-12-11 ORDER SELL WIKI/AAPL 1\n",
      "2017-12-11 POSITION value:0.000 upnl:0.000 rpnl:-6.540\n",
      "2017-12-12 TICK WIKI/AAPL open: 172.15 close: 171.7\n",
      "2017-12-12 FILLED SELL 1 WIKI/AAPL at 172.15\n",
      "2017-12-12 POSITION value:172.150 upnl:0.450 rpnl:-6.540\n",
      "2017-12-13 TICK WIKI/AAPL open: 172.5 close: 172.27\n",
      "2017-12-13 POSITION value:172.150 upnl:-0.120 rpnl:-6.540\n",
      "2017-12-14 TICK WIKI/AAPL open: 172.4 close: 172.22\n",
      "2017-12-14 POSITION value:172.150 upnl:-0.070 rpnl:-6.540\n",
      "2017-12-15 TICK WIKI/AAPL open: 173.63 close: 173.87\n",
      "2017-12-15 POSITION value:172.150 upnl:-1.720 rpnl:-6.540\n",
      "2017-12-18 TICK WIKI/AAPL open: 174.88 close: 176.42\n",
      "2017-12-18 POSITION value:172.150 upnl:-4.270 rpnl:-6.540\n",
      "2017-12-19 TICK WIKI/AAPL open: 175.03 close: 174.54\n",
      "2017-12-19 POSITION value:172.150 upnl:-2.390 rpnl:-6.540\n",
      "2017-12-20 TICK WIKI/AAPL open: 174.87 close: 174.35\n",
      "2017-12-20 POSITION value:172.150 upnl:-2.200 rpnl:-6.540\n",
      "2017-12-21 TICK WIKI/AAPL open: 174.17 close: 175.01\n",
      "2017-12-21 POSITION value:172.150 upnl:-2.860 rpnl:-6.540\n",
      "2017-12-22 TICK WIKI/AAPL open: 174.68 close: 175.01\n",
      "2017-12-22 POSITION value:172.150 upnl:-2.860 rpnl:-6.540\n",
      "2017-12-26 TICK WIKI/AAPL open: 170.8 close: 170.57\n",
      "2017-12-26 BUY signal\n",
      "2017-12-26 ORDER BUY WIKI/AAPL 1\n",
      "2017-12-26 POSITION value:172.150 upnl:1.580 rpnl:-6.540\n",
      "2017-12-27 TICK WIKI/AAPL open: 170.1 close: 170.6\n",
      "2017-12-27 FILLED BUY 1 WIKI/AAPL at 170.1\n",
      "2017-12-27 POSITION value:0.000 upnl:0.000 rpnl:2.050\n",
      "2017-12-28 TICK WIKI/AAPL open: 171.0 close: 171.08\n",
      "2017-12-28 POSITION value:0.000 upnl:0.000 rpnl:2.050\n",
      "2017-12-29 TICK WIKI/AAPL open: 170.52 close: 169.23\n",
      "2017-12-29 POSITION value:0.000 upnl:0.000 rpnl:2.050\n",
      "Backtest completed.\n",
      "Backtest started...\n",
      "Processing total_ticks: 753\n",
      "2015-01-02 TICK WIKI/AAPL open: 111.39 close: 109.33\n",
      "2015-01-05 TICK WIKI/AAPL open: 108.29 close: 106.25\n",
      "2015-01-06 TICK WIKI/AAPL open: 106.54 close: 106.26\n",
      "2015-01-07 TICK WIKI/AAPL open: 107.2 close: 107.75\n",
      "2015-01-08 TICK WIKI/AAPL open: 109.23 close: 111.89\n",
      "2015-01-09 TICK WIKI/AAPL open: 112.67 close: 112.01\n",
      "2015-01-12 TICK WIKI/AAPL open: 112.6 close: 109.25\n",
      "2015-01-13 TICK WIKI/AAPL open: 111.43 close: 110.22\n",
      "2015-01-14 TICK WIKI/AAPL open: 109.04 close: 109.8\n",
      "2015-01-15 TICK WIKI/AAPL open: 110.0 close: 106.82\n",
      "2015-01-16 TICK WIKI/AAPL open: 107.03 close: 105.99\n",
      "2015-01-20 TICK WIKI/AAPL open: 107.84 close: 108.72\n",
      "2015-01-21 TICK WIKI/AAPL open: 108.95 close: 109.55\n",
      "2015-01-22 TICK WIKI/AAPL open: 110.26 close: 112.4\n",
      "2015-01-23 TICK WIKI/AAPL open: 112.3 close: 112.98\n",
      "2015-01-26 TICK WIKI/AAPL open: 113.74 close: 113.1\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2015-01-27 TICK WIKI/AAPL open: 112.42 close: 109.14\n",
      "2015-01-28 TICK WIKI/AAPL open: 117.625 close: 115.31\n",
      "2015-01-29 TICK WIKI/AAPL open: 116.32 close: 118.9\n",
      "2015-01-30 TICK WIKI/AAPL open: 118.4 close: 117.16\n",
      "2015-02-02 TICK WIKI/AAPL open: 118.05 close: 118.63\n",
      "2015-02-03 TICK WIKI/AAPL open: 118.5 close: 118.65\n",
      "2015-02-04 TICK WIKI/AAPL open: 118.5 close: 119.56\n",
      "2015-02-05 TICK WIKI/AAPL open: 120.02 close: 119.94\n",
      "2015-02-06 TICK WIKI/AAPL open: 120.02 close: 118.93\n",
      "2015-02-09 TICK WIKI/AAPL open: 118.55 close: 119.72\n",
      "2015-02-10 TICK WIKI/AAPL open: 120.17 close: 122.02\n",
      "2015-02-11 TICK WIKI/AAPL open: 122.77 close: 124.88\n",
      "2015-02-12 TICK WIKI/AAPL open: 126.06 close: 126.46\n",
      "2015-02-13 TICK WIKI/AAPL open: 127.28 close: 127.08\n",
      "2015-02-17 TICK WIKI/AAPL open: 127.49 close: 127.83\n",
      "2015-02-18 TICK WIKI/AAPL open: 127.625 close: 128.715\n",
      "2015-02-19 TICK WIKI/AAPL open: 128.48 close: 128.45\n",
      "2015-02-20 TICK WIKI/AAPL open: 128.62 close: 129.495\n",
      "2015-02-23 TICK WIKI/AAPL open: 130.02 close: 133.0\n",
      "2015-02-24 TICK WIKI/AAPL open: 132.94 close: 132.17\n",
      "2015-02-25 TICK WIKI/AAPL open: 131.56 close: 128.79\n",
      "2015-02-26 TICK WIKI/AAPL open: 128.785 close: 130.415\n",
      "2015-02-27 TICK WIKI/AAPL open: 130.0 close: 128.46\n",
      "2015-03-02 TICK WIKI/AAPL open: 129.25 close: 129.09\n",
      "2015-03-03 TICK WIKI/AAPL open: 128.96 close: 129.36\n",
      "2015-03-04 TICK WIKI/AAPL open: 129.1 close: 128.54\n",
      "2015-03-05 TICK WIKI/AAPL open: 128.58 close: 126.41\n",
      "2015-03-06 TICK WIKI/AAPL open: 128.4 close: 126.6\n",
      "2015-03-09 TICK WIKI/AAPL open: 127.96 close: 127.14\n",
      "2015-03-10 TICK WIKI/AAPL open: 126.41 close: 124.51\n",
      "2015-03-11 TICK WIKI/AAPL open: 124.75 close: 122.24\n",
      "2015-03-12 TICK WIKI/AAPL open: 122.31 close: 124.45\n",
      "2015-03-13 TICK WIKI/AAPL open: 124.4 close: 123.59\n",
      "2015-03-16 TICK WIKI/AAPL open: 123.88 close: 124.95\n",
      "2015-03-17 TICK WIKI/AAPL open: 125.9 close: 127.04\n",
      "2015-03-18 TICK WIKI/AAPL open: 127.0 close: 128.47\n",
      "2015-03-19 TICK WIKI/AAPL open: 128.75 close: 127.495\n",
      "2015-03-20 TICK WIKI/AAPL open: 128.25 close: 125.9\n",
      "2015-03-23 TICK WIKI/AAPL open: 127.12 close: 127.21\n",
      "2015-03-24 TICK WIKI/AAPL open: 127.23 close: 126.69\n",
      "2015-03-25 TICK WIKI/AAPL open: 126.54 close: 123.38\n",
      "2015-03-26 TICK WIKI/AAPL open: 122.76 close: 124.24\n",
      "2015-03-27 TICK WIKI/AAPL open: 124.57 close: 123.25\n",
      "2015-03-30 TICK WIKI/AAPL open: 124.05 close: 126.37\n",
      "2015-03-31 TICK WIKI/AAPL open: 126.09 close: 124.43\n",
      "2015-04-01 TICK WIKI/AAPL open: 124.82 close: 124.25\n",
      "2015-04-02 TICK WIKI/AAPL open: 125.03 close: 125.32\n",
      "2015-04-06 TICK WIKI/AAPL open: 124.47 close: 127.35\n",
      "2015-04-07 TICK WIKI/AAPL open: 127.64 close: 126.01\n",
      "2015-04-08 TICK WIKI/AAPL open: 125.85 close: 125.6\n",
      "2015-04-09 TICK WIKI/AAPL open: 125.85 close: 126.56\n",
      "2015-04-10 TICK WIKI/AAPL open: 125.95 close: 127.1\n",
      "2015-04-13 TICK WIKI/AAPL open: 128.37 close: 126.85\n",
      "2015-04-14 TICK WIKI/AAPL open: 127.0 close: 126.3\n",
      "2015-04-15 TICK WIKI/AAPL open: 126.41 close: 126.78\n",
      "2015-04-16 TICK WIKI/AAPL open: 126.28 close: 126.17\n",
      "2015-04-17 TICK WIKI/AAPL open: 125.55 close: 124.75\n",
      "2015-04-20 TICK WIKI/AAPL open: 125.57 close: 127.6\n",
      "2015-04-21 TICK WIKI/AAPL open: 128.1 close: 126.91\n",
      "2015-04-22 TICK WIKI/AAPL open: 126.99 close: 128.62\n",
      "2015-04-23 TICK WIKI/AAPL open: 128.3 close: 129.67\n",
      "2015-04-24 TICK WIKI/AAPL open: 130.49 close: 130.28\n",
      "2015-04-27 TICK WIKI/AAPL open: 132.31 close: 132.65\n",
      "2015-04-28 TICK WIKI/AAPL open: 134.455 close: 130.56\n",
      "2015-04-29 TICK WIKI/AAPL open: 130.16 close: 128.64\n",
      "2015-04-30 TICK WIKI/AAPL open: 127.5 close: 125.15\n",
      "2015-05-01 TICK WIKI/AAPL open: 126.1 close: 128.95\n",
      "2015-05-01 SELL signal\n",
      "2015-05-01 ORDER SELL WIKI/AAPL 1\n",
      "2015-05-04 TICK WIKI/AAPL open: 129.5 close: 128.7\n",
      "2015-05-04 FILLED SELL 1 WIKI/AAPL at 129.5\n",
      "2015-05-04 POSITION value:129.500 upnl:0.800 rpnl:0.000\n",
      "2015-05-05 TICK WIKI/AAPL open: 128.15 close: 125.8\n",
      "2015-05-05 POSITION value:129.500 upnl:3.700 rpnl:0.000\n",
      "2015-05-06 TICK WIKI/AAPL open: 126.56 close: 125.01\n",
      "2015-05-06 POSITION value:129.500 upnl:4.490 rpnl:0.000\n",
      "2015-05-07 TICK WIKI/AAPL open: 124.77 close: 125.26\n",
      "2015-05-07 POSITION value:129.500 upnl:4.240 rpnl:0.000\n",
      "2015-05-08 TICK WIKI/AAPL open: 126.68 close: 127.62\n",
      "2015-05-08 POSITION value:129.500 upnl:1.880 rpnl:0.000\n",
      "2015-05-11 TICK WIKI/AAPL open: 127.39 close: 126.32\n",
      "2015-05-11 POSITION value:129.500 upnl:3.180 rpnl:0.000\n",
      "2015-05-12 TICK WIKI/AAPL open: 125.6 close: 125.865\n",
      "2015-05-12 POSITION value:129.500 upnl:3.635 rpnl:0.000\n",
      "2015-05-13 TICK WIKI/AAPL open: 126.15 close: 126.01\n",
      "2015-05-13 POSITION value:129.500 upnl:3.490 rpnl:0.000\n",
      "2015-05-14 TICK WIKI/AAPL open: 127.41 close: 128.95\n",
      "2015-05-14 POSITION value:129.500 upnl:0.550 rpnl:0.000\n",
      "2015-05-15 TICK WIKI/AAPL open: 129.07 close: 128.77\n",
      "2015-05-15 POSITION value:129.500 upnl:0.730 rpnl:0.000\n",
      "2015-05-18 TICK WIKI/AAPL open: 128.38 close: 130.19\n",
      "2015-05-18 POSITION value:129.500 upnl:-0.690 rpnl:0.000\n",
      "2015-05-19 TICK WIKI/AAPL open: 130.69 close: 130.07\n",
      "2015-05-19 POSITION value:129.500 upnl:-0.570 rpnl:0.000\n",
      "2015-05-20 TICK WIKI/AAPL open: 130.0 close: 130.06\n",
      "2015-05-20 POSITION value:129.500 upnl:-0.560 rpnl:0.000\n",
      "2015-05-21 TICK WIKI/AAPL open: 130.07 close: 131.39\n",
      "2015-05-21 POSITION value:129.500 upnl:-1.890 rpnl:0.000\n",
      "2015-05-22 TICK WIKI/AAPL open: 131.6 close: 132.54\n",
      "2015-05-22 POSITION value:129.500 upnl:-3.040 rpnl:0.000\n",
      "2015-05-26 TICK WIKI/AAPL open: 132.6 close: 129.62\n",
      "2015-05-26 POSITION value:129.500 upnl:-0.120 rpnl:0.000\n",
      "2015-05-27 TICK WIKI/AAPL open: 130.34 close: 132.045\n",
      "2015-05-27 POSITION value:129.500 upnl:-2.545 rpnl:0.000\n",
      "2015-05-28 TICK WIKI/AAPL open: 131.86 close: 131.78\n",
      "2015-05-28 POSITION value:129.500 upnl:-2.280 rpnl:0.000\n",
      "2015-05-29 TICK WIKI/AAPL open: 131.23 close: 130.28\n",
      "2015-05-29 POSITION value:129.500 upnl:-0.780 rpnl:0.000\n",
      "2015-06-01 TICK WIKI/AAPL open: 131.2 close: 130.535\n",
      "2015-06-01 POSITION value:129.500 upnl:-1.035 rpnl:0.000\n",
      "2015-06-02 TICK WIKI/AAPL open: 129.86 close: 129.96\n",
      "2015-06-02 POSITION value:129.500 upnl:-0.460 rpnl:0.000\n",
      "2015-06-03 TICK WIKI/AAPL open: 130.66 close: 130.12\n",
      "2015-06-03 POSITION value:129.500 upnl:-0.620 rpnl:0.000\n",
      "2015-06-04 TICK WIKI/AAPL open: 129.58 close: 129.36\n",
      "2015-06-04 POSITION value:129.500 upnl:0.140 rpnl:0.000\n",
      "2015-06-05 TICK WIKI/AAPL open: 129.5 close: 128.65\n",
      "2015-06-05 POSITION value:129.500 upnl:0.850 rpnl:0.000\n",
      "2015-06-08 TICK WIKI/AAPL open: 128.9 close: 127.8\n",
      "2015-06-08 POSITION value:129.500 upnl:1.700 rpnl:0.000\n",
      "2015-06-09 TICK WIKI/AAPL open: 126.7 close: 127.42\n",
      "2015-06-09 POSITION value:129.500 upnl:2.080 rpnl:0.000\n",
      "2015-06-10 TICK WIKI/AAPL open: 127.92 close: 128.88\n",
      "2015-06-10 POSITION value:129.500 upnl:0.620 rpnl:0.000\n",
      "2015-06-11 TICK WIKI/AAPL open: 129.18 close: 128.59\n",
      "2015-06-11 POSITION value:129.500 upnl:0.910 rpnl:0.000\n",
      "2015-06-12 TICK WIKI/AAPL open: 128.185 close: 127.17\n",
      "2015-06-12 POSITION value:129.500 upnl:2.330 rpnl:0.000\n",
      "2015-06-15 TICK WIKI/AAPL open: 126.1 close: 126.92\n",
      "2015-06-15 POSITION value:129.500 upnl:2.580 rpnl:0.000\n",
      "2015-06-16 TICK WIKI/AAPL open: 127.03 close: 127.6\n",
      "2015-06-16 POSITION value:129.500 upnl:1.900 rpnl:0.000\n",
      "2015-06-17 TICK WIKI/AAPL open: 127.72 close: 127.3\n",
      "2015-06-17 POSITION value:129.500 upnl:2.200 rpnl:0.000\n",
      "2015-06-18 TICK WIKI/AAPL open: 127.23 close: 127.88\n",
      "2015-06-18 POSITION value:129.500 upnl:1.620 rpnl:0.000\n",
      "2015-06-19 TICK WIKI/AAPL open: 127.71 close: 126.6\n",
      "2015-06-19 POSITION value:129.500 upnl:2.900 rpnl:0.000\n",
      "2015-06-22 TICK WIKI/AAPL open: 127.49 close: 127.61\n",
      "2015-06-22 POSITION value:129.500 upnl:1.890 rpnl:0.000\n",
      "2015-06-23 TICK WIKI/AAPL open: 127.48 close: 127.03\n",
      "2015-06-23 POSITION value:129.500 upnl:2.470 rpnl:0.000\n",
      "2015-06-24 TICK WIKI/AAPL open: 127.21 close: 128.11\n",
      "2015-06-24 POSITION value:129.500 upnl:1.390 rpnl:0.000\n",
      "2015-06-25 TICK WIKI/AAPL open: 128.86 close: 127.5\n",
      "2015-06-25 POSITION value:129.500 upnl:2.000 rpnl:0.000\n",
      "2015-06-26 TICK WIKI/AAPL open: 127.67 close: 126.75\n",
      "2015-06-26 POSITION value:129.500 upnl:2.750 rpnl:0.000\n",
      "2015-06-29 TICK WIKI/AAPL open: 125.46 close: 124.53\n",
      "2015-06-29 POSITION value:129.500 upnl:4.970 rpnl:0.000\n",
      "2015-06-30 TICK WIKI/AAPL open: 125.57 close: 125.425\n",
      "2015-06-30 POSITION value:129.500 upnl:4.075 rpnl:0.000\n",
      "2015-07-01 TICK WIKI/AAPL open: 126.9 close: 126.6\n",
      "2015-07-01 POSITION value:129.500 upnl:2.900 rpnl:0.000\n",
      "2015-07-02 TICK WIKI/AAPL open: 126.43 close: 126.44\n",
      "2015-07-02 POSITION value:129.500 upnl:3.060 rpnl:0.000\n",
      "2015-07-06 TICK WIKI/AAPL open: 124.94 close: 126.0\n",
      "2015-07-06 POSITION value:129.500 upnl:3.500 rpnl:0.000\n",
      "2015-07-07 TICK WIKI/AAPL open: 125.89 close: 125.69\n",
      "2015-07-07 POSITION value:129.500 upnl:3.810 rpnl:0.000\n",
      "2015-07-08 TICK WIKI/AAPL open: 124.48 close: 122.57\n",
      "2015-07-08 POSITION value:129.500 upnl:6.930 rpnl:0.000\n",
      "2015-07-09 TICK WIKI/AAPL open: 123.85 close: 120.07\n",
      "2015-07-09 POSITION value:129.500 upnl:9.430 rpnl:0.000\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2015-07-10 TICK WIKI/AAPL open: 121.94 close: 123.28\n",
      "2015-07-10 POSITION value:129.500 upnl:6.220 rpnl:0.000\n",
      "2015-07-13 TICK WIKI/AAPL open: 125.03 close: 125.66\n",
      "2015-07-13 POSITION value:129.500 upnl:3.840 rpnl:0.000\n",
      "2015-07-14 TICK WIKI/AAPL open: 126.04 close: 125.61\n",
      "2015-07-14 POSITION value:129.500 upnl:3.890 rpnl:0.000\n",
      "2015-07-15 TICK WIKI/AAPL open: 125.72 close: 126.82\n",
      "2015-07-15 POSITION value:129.500 upnl:2.680 rpnl:0.000\n",
      "2015-07-16 TICK WIKI/AAPL open: 127.74 close: 128.51\n",
      "2015-07-16 POSITION value:129.500 upnl:0.990 rpnl:0.000\n",
      "2015-07-17 TICK WIKI/AAPL open: 129.08 close: 129.62\n",
      "2015-07-17 POSITION value:129.500 upnl:-0.120 rpnl:0.000\n",
      "2015-07-20 TICK WIKI/AAPL open: 130.97 close: 132.07\n",
      "2015-07-20 POSITION value:129.500 upnl:-2.570 rpnl:0.000\n",
      "2015-07-21 TICK WIKI/AAPL open: 132.85 close: 130.75\n",
      "2015-07-21 POSITION value:129.500 upnl:-1.250 rpnl:0.000\n",
      "2015-07-22 TICK WIKI/AAPL open: 121.99 close: 125.22\n",
      "2015-07-22 POSITION value:129.500 upnl:4.280 rpnl:0.000\n",
      "2015-07-23 TICK WIKI/AAPL open: 126.2 close: 125.16\n",
      "2015-07-23 POSITION value:129.500 upnl:4.340 rpnl:0.000\n",
      "2015-07-24 TICK WIKI/AAPL open: 125.32 close: 124.5\n",
      "2015-07-24 POSITION value:129.500 upnl:5.000 rpnl:0.000\n",
      "2015-07-27 TICK WIKI/AAPL open: 123.09 close: 122.77\n",
      "2015-07-27 POSITION value:129.500 upnl:6.730 rpnl:0.000\n",
      "2015-07-28 TICK WIKI/AAPL open: 123.38 close: 123.38\n",
      "2015-07-28 POSITION value:129.500 upnl:6.120 rpnl:0.000\n",
      "2015-07-29 TICK WIKI/AAPL open: 123.15 close: 122.99\n",
      "2015-07-29 POSITION value:129.500 upnl:6.510 rpnl:0.000\n",
      "2015-07-30 TICK WIKI/AAPL open: 122.32 close: 122.37\n",
      "2015-07-30 POSITION value:129.500 upnl:7.130 rpnl:0.000\n",
      "2015-07-31 TICK WIKI/AAPL open: 122.6 close: 121.3\n",
      "2015-07-31 POSITION value:129.500 upnl:8.200 rpnl:0.000\n",
      "2015-08-03 TICK WIKI/AAPL open: 121.5 close: 118.44\n",
      "2015-08-03 POSITION value:129.500 upnl:11.060 rpnl:0.000\n",
      "2015-08-04 TICK WIKI/AAPL open: 117.42 close: 114.64\n",
      "2015-08-04 POSITION value:129.500 upnl:14.860 rpnl:0.000\n",
      "2015-08-05 TICK WIKI/AAPL open: 112.95 close: 115.4\n",
      "2015-08-05 POSITION value:129.500 upnl:14.100 rpnl:0.000\n",
      "2015-08-06 TICK WIKI/AAPL open: 115.97 close: 115.13\n",
      "2015-08-06 POSITION value:129.500 upnl:14.370 rpnl:0.000\n",
      "2015-08-07 TICK WIKI/AAPL open: 114.58 close: 115.52\n",
      "2015-08-07 POSITION value:129.500 upnl:13.980 rpnl:0.000\n",
      "2015-08-10 TICK WIKI/AAPL open: 116.53 close: 119.72\n",
      "2015-08-10 POSITION value:129.500 upnl:9.780 rpnl:0.000\n",
      "2015-08-11 TICK WIKI/AAPL open: 117.81 close: 113.49\n",
      "2015-08-11 POSITION value:129.500 upnl:16.010 rpnl:0.000\n",
      "2015-08-12 TICK WIKI/AAPL open: 112.53 close: 115.24\n",
      "2015-08-12 POSITION value:129.500 upnl:14.260 rpnl:0.000\n",
      "2015-08-13 TICK WIKI/AAPL open: 116.04 close: 115.15\n",
      "2015-08-13 POSITION value:129.500 upnl:14.350 rpnl:0.000\n",
      "2015-08-14 TICK WIKI/AAPL open: 114.32 close: 115.96\n",
      "2015-08-14 POSITION value:129.500 upnl:13.540 rpnl:0.000\n",
      "2015-08-17 TICK WIKI/AAPL open: 116.04 close: 117.16\n",
      "2015-08-17 POSITION value:129.500 upnl:12.340 rpnl:0.000\n",
      "2015-08-18 TICK WIKI/AAPL open: 116.43 close: 116.5\n",
      "2015-08-18 POSITION value:129.500 upnl:13.000 rpnl:0.000\n",
      "2015-08-19 TICK WIKI/AAPL open: 116.1 close: 115.01\n",
      "2015-08-19 POSITION value:129.500 upnl:14.490 rpnl:0.000\n",
      "2015-08-20 TICK WIKI/AAPL open: 114.08 close: 112.65\n",
      "2015-08-20 POSITION value:129.500 upnl:16.850 rpnl:0.000\n",
      "2015-08-21 TICK WIKI/AAPL open: 110.43 close: 105.76\n",
      "2015-08-21 POSITION value:129.500 upnl:23.740 rpnl:0.000\n",
      "2015-08-24 TICK WIKI/AAPL open: 94.87 close: 103.12\n",
      "2015-08-24 POSITION value:129.500 upnl:26.380 rpnl:0.000\n",
      "2015-08-25 TICK WIKI/AAPL open: 111.11 close: 103.74\n",
      "2015-08-25 POSITION value:129.500 upnl:25.760 rpnl:0.000\n",
      "2015-08-26 TICK WIKI/AAPL open: 107.085 close: 109.69\n",
      "2015-08-26 POSITION value:129.500 upnl:19.810 rpnl:0.000\n",
      "2015-08-27 TICK WIKI/AAPL open: 112.25 close: 112.92\n",
      "2015-08-27 POSITION value:129.500 upnl:16.580 rpnl:0.000\n",
      "2015-08-28 TICK WIKI/AAPL open: 112.17 close: 113.29\n",
      "2015-08-28 POSITION value:129.500 upnl:16.210 rpnl:0.000\n",
      "2015-08-31 TICK WIKI/AAPL open: 112.13 close: 112.76\n",
      "2015-08-31 POSITION value:129.500 upnl:16.740 rpnl:0.000\n",
      "2015-09-01 TICK WIKI/AAPL open: 110.18 close: 107.72\n",
      "2015-09-01 POSITION value:129.500 upnl:21.780 rpnl:0.000\n",
      "2015-09-02 TICK WIKI/AAPL open: 110.0 close: 112.34\n",
      "2015-09-02 POSITION value:129.500 upnl:17.160 rpnl:0.000\n",
      "2015-09-03 TICK WIKI/AAPL open: 112.49 close: 110.37\n",
      "2015-09-03 POSITION value:129.500 upnl:19.130 rpnl:0.000\n",
      "2015-09-04 TICK WIKI/AAPL open: 108.97 close: 109.27\n",
      "2015-09-04 POSITION value:129.500 upnl:20.230 rpnl:0.000\n",
      "2015-09-08 TICK WIKI/AAPL open: 111.65 close: 112.31\n",
      "2015-09-08 POSITION value:129.500 upnl:17.190 rpnl:0.000\n",
      "2015-09-09 TICK WIKI/AAPL open: 113.76 close: 110.15\n",
      "2015-09-09 POSITION value:129.500 upnl:19.350 rpnl:0.000\n",
      "2015-09-10 TICK WIKI/AAPL open: 110.27 close: 112.57\n",
      "2015-09-10 POSITION value:129.500 upnl:16.930 rpnl:0.000\n",
      "2015-09-11 TICK WIKI/AAPL open: 111.79 close: 114.21\n",
      "2015-09-11 POSITION value:129.500 upnl:15.290 rpnl:0.000\n",
      "2015-09-14 TICK WIKI/AAPL open: 116.58 close: 115.31\n",
      "2015-09-14 POSITION value:129.500 upnl:14.190 rpnl:0.000\n",
      "2015-09-15 TICK WIKI/AAPL open: 115.93 close: 116.28\n",
      "2015-09-15 POSITION value:129.500 upnl:13.220 rpnl:0.000\n",
      "2015-09-16 TICK WIKI/AAPL open: 116.25 close: 116.41\n",
      "2015-09-16 POSITION value:129.500 upnl:13.090 rpnl:0.000\n",
      "2015-09-17 TICK WIKI/AAPL open: 115.66 close: 113.92\n",
      "2015-09-17 POSITION value:129.500 upnl:15.580 rpnl:0.000\n",
      "2015-09-18 TICK WIKI/AAPL open: 112.21 close: 113.45\n",
      "2015-09-18 POSITION value:129.500 upnl:16.050 rpnl:0.000\n",
      "2015-09-21 TICK WIKI/AAPL open: 113.67 close: 115.21\n",
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      "2015-09-22 TICK WIKI/AAPL open: 113.38 close: 113.4\n",
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      "2015-09-23 TICK WIKI/AAPL open: 113.63 close: 114.32\n",
      "2015-09-23 POSITION value:129.500 upnl:15.180 rpnl:0.000\n",
      "2015-09-24 TICK WIKI/AAPL open: 113.25 close: 115.0\n",
      "2015-09-24 POSITION value:129.500 upnl:14.500 rpnl:0.000\n",
      "2015-09-25 TICK WIKI/AAPL open: 116.44 close: 114.71\n",
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      "2015-09-28 TICK WIKI/AAPL open: 113.85 close: 112.44\n",
      "2015-09-28 POSITION value:129.500 upnl:17.060 rpnl:0.000\n",
      "2015-09-29 TICK WIKI/AAPL open: 112.83 close: 109.06\n",
      "2015-09-29 POSITION value:129.500 upnl:20.440 rpnl:0.000\n",
      "2015-09-30 TICK WIKI/AAPL open: 110.17 close: 109.95\n",
      "2015-09-30 POSITION value:129.500 upnl:19.550 rpnl:0.000\n",
      "2015-10-01 TICK WIKI/AAPL open: 109.07 close: 109.58\n",
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      "2015-10-02 TICK WIKI/AAPL open: 108.01 close: 110.38\n",
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      "2015-10-05 TICK WIKI/AAPL open: 109.88 close: 110.78\n",
      "2015-10-05 POSITION value:129.500 upnl:18.720 rpnl:0.000\n",
      "2015-10-06 TICK WIKI/AAPL open: 110.63 close: 111.31\n",
      "2015-10-06 POSITION value:129.500 upnl:18.190 rpnl:0.000\n",
      "2015-10-07 TICK WIKI/AAPL open: 111.74 close: 110.78\n",
      "2015-10-07 POSITION value:129.500 upnl:18.720 rpnl:0.000\n",
      "2015-10-08 TICK WIKI/AAPL open: 110.19 close: 109.5\n",
      "2015-10-08 POSITION value:129.500 upnl:20.000 rpnl:0.000\n",
      "2015-10-09 TICK WIKI/AAPL open: 110.0 close: 112.12\n",
      "2015-10-09 POSITION value:129.500 upnl:17.380 rpnl:0.000\n",
      "2015-10-12 TICK WIKI/AAPL open: 112.73 close: 111.6\n",
      "2015-10-12 POSITION value:129.500 upnl:17.900 rpnl:0.000\n",
      "2015-10-13 TICK WIKI/AAPL open: 110.82 close: 111.79\n",
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      "2015-10-14 TICK WIKI/AAPL open: 111.29 close: 110.21\n",
      "2015-10-14 POSITION value:129.500 upnl:19.290 rpnl:0.000\n",
      "2015-10-15 TICK WIKI/AAPL open: 110.93 close: 111.86\n",
      "2015-10-15 POSITION value:129.500 upnl:17.640 rpnl:0.000\n",
      "2015-10-16 TICK WIKI/AAPL open: 111.78 close: 111.04\n",
      "2015-10-16 POSITION value:129.500 upnl:18.460 rpnl:0.000\n",
      "2015-10-19 TICK WIKI/AAPL open: 110.8 close: 111.73\n",
      "2015-10-19 POSITION value:129.500 upnl:17.770 rpnl:0.000\n",
      "2015-10-20 TICK WIKI/AAPL open: 111.34 close: 113.77\n",
      "2015-10-20 POSITION value:129.500 upnl:15.730 rpnl:0.000\n",
      "2015-10-21 TICK WIKI/AAPL open: 114.0 close: 113.76\n",
      "2015-10-21 POSITION value:129.500 upnl:15.740 rpnl:0.000\n",
      "2015-10-22 TICK WIKI/AAPL open: 114.33 close: 115.5\n",
      "2015-10-22 POSITION value:129.500 upnl:14.000 rpnl:0.000\n",
      "2015-10-23 TICK WIKI/AAPL open: 116.7 close: 119.08\n",
      "2015-10-23 POSITION value:129.500 upnl:10.420 rpnl:0.000\n",
      "2015-10-26 TICK WIKI/AAPL open: 118.08 close: 115.28\n",
      "2015-10-26 POSITION value:129.500 upnl:14.220 rpnl:0.000\n",
      "2015-10-27 TICK WIKI/AAPL open: 115.4 close: 114.55\n",
      "2015-10-27 POSITION value:129.500 upnl:14.950 rpnl:0.000\n",
      "2015-10-28 TICK WIKI/AAPL open: 116.93 close: 119.27\n",
      "2015-10-28 POSITION value:129.500 upnl:10.230 rpnl:0.000\n",
      "2015-10-29 TICK WIKI/AAPL open: 118.7 close: 120.53\n",
      "2015-10-29 POSITION value:129.500 upnl:8.970 rpnl:0.000\n",
      "2015-10-30 TICK WIKI/AAPL open: 120.99 close: 119.5\n",
      "2015-10-30 POSITION value:129.500 upnl:10.000 rpnl:0.000\n",
      "2015-11-02 TICK WIKI/AAPL open: 119.87 close: 121.18\n",
      "2015-11-02 POSITION value:129.500 upnl:8.320 rpnl:0.000\n",
      "2015-11-03 TICK WIKI/AAPL open: 120.79 close: 122.57\n",
      "2015-11-03 POSITION value:129.500 upnl:6.930 rpnl:0.000\n",
      "2015-11-04 TICK WIKI/AAPL open: 123.13 close: 122.0\n",
      "2015-11-04 POSITION value:129.500 upnl:7.500 rpnl:0.000\n",
      "2015-11-05 TICK WIKI/AAPL open: 121.85 close: 120.92\n"
     ]
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     "text": [
      "2015-11-05 POSITION value:129.500 upnl:8.580 rpnl:0.000\n",
      "2015-11-06 TICK WIKI/AAPL open: 121.11 close: 121.06\n",
      "2015-11-06 POSITION value:129.500 upnl:8.440 rpnl:0.000\n",
      "2015-11-09 TICK WIKI/AAPL open: 120.96 close: 120.57\n",
      "2015-11-09 POSITION value:129.500 upnl:8.930 rpnl:0.000\n",
      "2015-11-10 TICK WIKI/AAPL open: 116.9 close: 116.77\n",
      "2015-11-10 POSITION value:129.500 upnl:12.730 rpnl:0.000\n",
      "2015-11-11 TICK WIKI/AAPL open: 116.37 close: 116.11\n",
      "2015-11-11 POSITION value:129.500 upnl:13.390 rpnl:0.000\n",
      "2015-11-12 TICK WIKI/AAPL open: 116.26 close: 115.72\n",
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      "2015-11-13 TICK WIKI/AAPL open: 115.2 close: 112.34\n",
      "2015-11-13 POSITION value:129.500 upnl:17.160 rpnl:0.000\n",
      "2015-11-16 TICK WIKI/AAPL open: 111.38 close: 114.175\n",
      "2015-11-16 POSITION value:129.500 upnl:15.325 rpnl:0.000\n",
      "2015-11-17 TICK WIKI/AAPL open: 114.92 close: 113.69\n",
      "2015-11-17 POSITION value:129.500 upnl:15.810 rpnl:0.000\n",
      "2015-11-18 TICK WIKI/AAPL open: 115.76 close: 117.29\n",
      "2015-11-18 POSITION value:129.500 upnl:12.210 rpnl:0.000\n",
      "2015-11-19 TICK WIKI/AAPL open: 117.64 close: 118.78\n",
      "2015-11-19 POSITION value:129.500 upnl:10.720 rpnl:0.000\n",
      "2015-11-20 TICK WIKI/AAPL open: 119.2 close: 119.3\n",
      "2015-11-20 POSITION value:129.500 upnl:10.200 rpnl:0.000\n",
      "2015-11-23 TICK WIKI/AAPL open: 119.27 close: 117.75\n",
      "2015-11-23 POSITION value:129.500 upnl:11.750 rpnl:0.000\n",
      "2015-11-24 TICK WIKI/AAPL open: 117.33 close: 118.88\n",
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      "2015-11-25 TICK WIKI/AAPL open: 119.21 close: 118.03\n",
      "2015-11-25 POSITION value:129.500 upnl:11.470 rpnl:0.000\n",
      "2015-11-27 TICK WIKI/AAPL open: 118.29 close: 117.81\n",
      "2015-11-27 POSITION value:129.500 upnl:11.690 rpnl:0.000\n",
      "2015-11-30 TICK WIKI/AAPL open: 117.99 close: 118.3\n",
      "2015-11-30 POSITION value:129.500 upnl:11.200 rpnl:0.000\n",
      "2015-12-01 TICK WIKI/AAPL open: 118.75 close: 117.34\n",
      "2015-12-01 POSITION value:129.500 upnl:12.160 rpnl:0.000\n",
      "2015-12-02 TICK WIKI/AAPL open: 117.05 close: 116.28\n",
      "2015-12-02 POSITION value:129.500 upnl:13.220 rpnl:0.000\n",
      "2015-12-03 TICK WIKI/AAPL open: 116.55 close: 115.2\n",
      "2015-12-03 POSITION value:129.500 upnl:14.300 rpnl:0.000\n",
      "2015-12-04 TICK WIKI/AAPL open: 115.29 close: 119.03\n",
      "2015-12-04 POSITION value:129.500 upnl:10.470 rpnl:0.000\n",
      "2015-12-07 TICK WIKI/AAPL open: 118.98 close: 118.28\n",
      "2015-12-07 POSITION value:129.500 upnl:11.220 rpnl:0.000\n",
      "2015-12-08 TICK WIKI/AAPL open: 117.52 close: 118.23\n",
      "2015-12-08 POSITION value:129.500 upnl:11.270 rpnl:0.000\n",
      "2015-12-09 TICK WIKI/AAPL open: 117.64 close: 115.62\n",
      "2015-12-09 POSITION value:129.500 upnl:13.880 rpnl:0.000\n",
      "2015-12-10 TICK WIKI/AAPL open: 116.04 close: 116.17\n",
      "2015-12-10 POSITION value:129.500 upnl:13.330 rpnl:0.000\n",
      "2015-12-11 TICK WIKI/AAPL open: 115.19 close: 113.18\n",
      "2015-12-11 POSITION value:129.500 upnl:16.320 rpnl:0.000\n",
      "2015-12-14 TICK WIKI/AAPL open: 112.18 close: 112.48\n",
      "2015-12-14 POSITION value:129.500 upnl:17.020 rpnl:0.000\n",
      "2015-12-15 TICK WIKI/AAPL open: 111.94 close: 110.49\n",
      "2015-12-15 POSITION value:129.500 upnl:19.010 rpnl:0.000\n",
      "2015-12-16 TICK WIKI/AAPL open: 111.07 close: 111.34\n",
      "2015-12-16 POSITION value:129.500 upnl:18.160 rpnl:0.000\n",
      "2015-12-17 TICK WIKI/AAPL open: 112.02 close: 108.98\n",
      "2015-12-17 POSITION value:129.500 upnl:20.520 rpnl:0.000\n",
      "2015-12-18 TICK WIKI/AAPL open: 108.91 close: 106.03\n",
      "2015-12-18 POSITION value:129.500 upnl:23.470 rpnl:0.000\n",
      "2015-12-21 TICK WIKI/AAPL open: 107.28 close: 107.33\n",
      "2015-12-21 POSITION value:129.500 upnl:22.170 rpnl:0.000\n",
      "2015-12-22 TICK WIKI/AAPL open: 107.4 close: 107.23\n",
      "2015-12-22 POSITION value:129.500 upnl:22.270 rpnl:0.000\n",
      "2015-12-23 TICK WIKI/AAPL open: 107.27 close: 108.61\n",
      "2015-12-23 POSITION value:129.500 upnl:20.890 rpnl:0.000\n",
      "2015-12-24 TICK WIKI/AAPL open: 109.0 close: 108.03\n",
      "2015-12-24 POSITION value:129.500 upnl:21.470 rpnl:0.000\n",
      "2015-12-28 TICK WIKI/AAPL open: 107.59 close: 106.82\n",
      "2015-12-28 POSITION value:129.500 upnl:22.680 rpnl:0.000\n",
      "2015-12-29 TICK WIKI/AAPL open: 106.96 close: 108.74\n",
      "2015-12-29 POSITION value:129.500 upnl:20.760 rpnl:0.000\n",
      "2015-12-30 TICK WIKI/AAPL open: 108.58 close: 107.32\n",
      "2015-12-30 POSITION value:129.500 upnl:22.180 rpnl:0.000\n",
      "2015-12-31 TICK WIKI/AAPL open: 107.01 close: 105.26\n",
      "2015-12-31 POSITION value:129.500 upnl:24.240 rpnl:0.000\n",
      "2016-01-04 TICK WIKI/AAPL open: 102.61 close: 105.35\n",
      "2016-01-04 POSITION value:129.500 upnl:24.150 rpnl:0.000\n",
      "2016-01-05 TICK WIKI/AAPL open: 105.75 close: 102.71\n",
      "2016-01-05 POSITION value:129.500 upnl:26.790 rpnl:0.000\n",
      "2016-01-06 TICK WIKI/AAPL open: 100.56 close: 100.7\n",
      "2016-01-06 POSITION value:129.500 upnl:28.800 rpnl:0.000\n",
      "2016-01-07 TICK WIKI/AAPL open: 98.68 close: 96.45\n",
      "2016-01-07 POSITION value:129.500 upnl:33.050 rpnl:0.000\n",
      "2016-01-08 TICK WIKI/AAPL open: 98.55 close: 96.96\n",
      "2016-01-08 POSITION value:129.500 upnl:32.540 rpnl:0.000\n",
      "2016-01-11 TICK WIKI/AAPL open: 98.97 close: 98.53\n",
      "2016-01-11 POSITION value:129.500 upnl:30.970 rpnl:0.000\n",
      "2016-01-12 TICK WIKI/AAPL open: 100.55 close: 99.96\n",
      "2016-01-12 POSITION value:129.500 upnl:29.540 rpnl:0.000\n",
      "2016-01-13 TICK WIKI/AAPL open: 100.32 close: 97.39\n",
      "2016-01-13 POSITION value:129.500 upnl:32.110 rpnl:0.000\n",
      "2016-01-14 TICK WIKI/AAPL open: 97.96 close: 99.52\n",
      "2016-01-14 POSITION value:129.500 upnl:29.980 rpnl:0.000\n",
      "2016-01-15 TICK WIKI/AAPL open: 96.2 close: 97.13\n",
      "2016-01-15 POSITION value:129.500 upnl:32.370 rpnl:0.000\n",
      "2016-01-19 TICK WIKI/AAPL open: 98.41 close: 96.66\n",
      "2016-01-19 POSITION value:129.500 upnl:32.840 rpnl:0.000\n",
      "2016-01-20 TICK WIKI/AAPL open: 95.1 close: 96.79\n",
      "2016-01-20 POSITION value:129.500 upnl:32.710 rpnl:0.000\n",
      "2016-01-21 TICK WIKI/AAPL open: 97.06 close: 96.3\n",
      "2016-01-21 POSITION value:129.500 upnl:33.200 rpnl:0.000\n",
      "2016-01-22 TICK WIKI/AAPL open: 98.63 close: 101.42\n",
      "2016-01-22 POSITION value:129.500 upnl:28.080 rpnl:0.000\n",
      "2016-01-25 TICK WIKI/AAPL open: 101.52 close: 99.44\n",
      "2016-01-25 POSITION value:129.500 upnl:30.060 rpnl:0.000\n",
      "2016-01-26 TICK WIKI/AAPL open: 99.93 close: 99.99\n",
      "2016-01-26 POSITION value:129.500 upnl:29.510 rpnl:0.000\n",
      "2016-01-27 TICK WIKI/AAPL open: 96.04 close: 93.42\n",
      "2016-01-27 POSITION value:129.500 upnl:36.080 rpnl:0.000\n",
      "2016-01-28 TICK WIKI/AAPL open: 93.79 close: 94.09\n",
      "2016-01-28 POSITION value:129.500 upnl:35.410 rpnl:0.000\n",
      "2016-01-29 TICK WIKI/AAPL open: 94.79 close: 97.34\n",
      "2016-01-29 POSITION value:129.500 upnl:32.160 rpnl:0.000\n",
      "2016-02-01 TICK WIKI/AAPL open: 96.47 close: 96.43\n",
      "2016-02-01 POSITION value:129.500 upnl:33.070 rpnl:0.000\n",
      "2016-02-02 TICK WIKI/AAPL open: 95.42 close: 94.48\n",
      "2016-02-02 POSITION value:129.500 upnl:35.020 rpnl:0.000\n",
      "2016-02-03 TICK WIKI/AAPL open: 95.0 close: 96.35\n",
      "2016-02-03 POSITION value:129.500 upnl:33.150 rpnl:0.000\n",
      "2016-02-04 TICK WIKI/AAPL open: 95.86 close: 96.6\n",
      "2016-02-04 POSITION value:129.500 upnl:32.900 rpnl:0.000\n",
      "2016-02-05 TICK WIKI/AAPL open: 96.52 close: 94.02\n",
      "2016-02-05 POSITION value:129.500 upnl:35.480 rpnl:0.000\n",
      "2016-02-08 TICK WIKI/AAPL open: 93.13 close: 95.01\n",
      "2016-02-08 POSITION value:129.500 upnl:34.490 rpnl:0.000\n",
      "2016-02-09 TICK WIKI/AAPL open: 94.29 close: 94.99\n",
      "2016-02-09 POSITION value:129.500 upnl:34.510 rpnl:0.000\n",
      "2016-02-10 TICK WIKI/AAPL open: 95.92 close: 94.27\n",
      "2016-02-10 POSITION value:129.500 upnl:35.230 rpnl:0.000\n",
      "2016-02-11 TICK WIKI/AAPL open: 93.79 close: 93.7\n",
      "2016-02-11 POSITION value:129.500 upnl:35.800 rpnl:0.000\n",
      "2016-02-12 TICK WIKI/AAPL open: 94.19 close: 93.99\n",
      "2016-02-12 POSITION value:129.500 upnl:35.510 rpnl:0.000\n",
      "2016-02-16 TICK WIKI/AAPL open: 95.02 close: 96.64\n",
      "2016-02-16 POSITION value:129.500 upnl:32.860 rpnl:0.000\n",
      "2016-02-17 TICK WIKI/AAPL open: 96.67 close: 98.12\n",
      "2016-02-17 POSITION value:129.500 upnl:31.380 rpnl:0.000\n",
      "2016-02-18 TICK WIKI/AAPL open: 98.84 close: 96.26\n",
      "2016-02-18 POSITION value:129.500 upnl:33.240 rpnl:0.000\n",
      "2016-02-19 TICK WIKI/AAPL open: 96.0 close: 96.04\n",
      "2016-02-19 POSITION value:129.500 upnl:33.460 rpnl:0.000\n",
      "2016-02-22 TICK WIKI/AAPL open: 96.31 close: 96.88\n",
      "2016-02-22 POSITION value:129.500 upnl:32.620 rpnl:0.000\n",
      "2016-02-23 TICK WIKI/AAPL open: 96.4 close: 94.69\n",
      "2016-02-23 POSITION value:129.500 upnl:34.810 rpnl:0.000\n",
      "2016-02-24 TICK WIKI/AAPL open: 93.98 close: 96.1\n",
      "2016-02-24 POSITION value:129.500 upnl:33.400 rpnl:0.000\n",
      "2016-02-25 TICK WIKI/AAPL open: 96.05 close: 96.76\n",
      "2016-02-25 POSITION value:129.500 upnl:32.740 rpnl:0.000\n",
      "2016-02-26 TICK WIKI/AAPL open: 97.2 close: 96.91\n",
      "2016-02-26 POSITION value:129.500 upnl:32.590 rpnl:0.000\n",
      "2016-02-29 TICK WIKI/AAPL open: 96.86 close: 96.69\n",
      "2016-02-29 POSITION value:129.500 upnl:32.810 rpnl:0.000\n",
      "2016-03-01 TICK WIKI/AAPL open: 97.65 close: 100.53\n",
      "2016-03-01 POSITION value:129.500 upnl:28.970 rpnl:0.000\n",
      "2016-03-02 TICK WIKI/AAPL open: 100.51 close: 100.75\n",
      "2016-03-02 POSITION value:129.500 upnl:28.750 rpnl:0.000\n",
      "2016-03-03 TICK WIKI/AAPL open: 100.58 close: 101.5\n",
      "2016-03-03 POSITION value:129.500 upnl:28.000 rpnl:0.000\n",
      "2016-03-04 TICK WIKI/AAPL open: 102.37 close: 103.01\n",
      "2016-03-04 POSITION value:129.500 upnl:26.490 rpnl:0.000\n",
      "2016-03-07 TICK WIKI/AAPL open: 102.39 close: 101.87\n",
      "2016-03-07 POSITION value:129.500 upnl:27.630 rpnl:0.000\n",
      "2016-03-08 TICK WIKI/AAPL open: 100.78 close: 101.03\n"
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     "text": [
      "2016-03-08 POSITION value:129.500 upnl:28.470 rpnl:0.000\n",
      "2016-03-09 TICK WIKI/AAPL open: 101.31 close: 101.12\n",
      "2016-03-09 POSITION value:129.500 upnl:28.380 rpnl:0.000\n",
      "2016-03-10 TICK WIKI/AAPL open: 101.41 close: 101.17\n",
      "2016-03-10 POSITION value:129.500 upnl:28.330 rpnl:0.000\n",
      "2016-03-11 TICK WIKI/AAPL open: 102.24 close: 102.26\n",
      "2016-03-11 POSITION value:129.500 upnl:27.240 rpnl:0.000\n",
      "2016-03-14 TICK WIKI/AAPL open: 101.91 close: 102.52\n",
      "2016-03-14 POSITION value:129.500 upnl:26.980 rpnl:0.000\n",
      "2016-03-15 TICK WIKI/AAPL open: 103.96 close: 104.58\n",
      "2016-03-15 POSITION value:129.500 upnl:24.920 rpnl:0.000\n",
      "2016-03-16 TICK WIKI/AAPL open: 104.61 close: 105.97\n",
      "2016-03-16 POSITION value:129.500 upnl:23.530 rpnl:0.000\n",
      "2016-03-17 TICK WIKI/AAPL open: 105.52 close: 105.8\n",
      "2016-03-17 POSITION value:129.500 upnl:23.700 rpnl:0.000\n",
      "2016-03-18 TICK WIKI/AAPL open: 106.34 close: 105.92\n",
      "2016-03-18 POSITION value:129.500 upnl:23.580 rpnl:0.000\n",
      "2016-03-21 TICK WIKI/AAPL open: 105.93 close: 105.91\n",
      "2016-03-21 POSITION value:129.500 upnl:23.590 rpnl:0.000\n",
      "2016-03-22 TICK WIKI/AAPL open: 105.25 close: 106.72\n",
      "2016-03-22 POSITION value:129.500 upnl:22.780 rpnl:0.000\n",
      "2016-03-23 TICK WIKI/AAPL open: 106.48 close: 106.13\n",
      "2016-03-23 POSITION value:129.500 upnl:23.370 rpnl:0.000\n",
      "2016-03-24 TICK WIKI/AAPL open: 105.47 close: 105.67\n",
      "2016-03-24 POSITION value:129.500 upnl:23.830 rpnl:0.000\n",
      "2016-03-28 TICK WIKI/AAPL open: 106.0 close: 105.19\n",
      "2016-03-28 POSITION value:129.500 upnl:24.310 rpnl:0.000\n",
      "2016-03-29 TICK WIKI/AAPL open: 104.89 close: 107.68\n",
      "2016-03-29 POSITION value:129.500 upnl:21.820 rpnl:0.000\n",
      "2016-03-30 TICK WIKI/AAPL open: 108.65 close: 109.56\n",
      "2016-03-30 POSITION value:129.500 upnl:19.940 rpnl:0.000\n",
      "2016-03-31 TICK WIKI/AAPL open: 109.72 close: 108.99\n",
      "2016-03-31 POSITION value:129.500 upnl:20.510 rpnl:0.000\n",
      "2016-04-01 TICK WIKI/AAPL open: 108.78 close: 109.99\n",
      "2016-04-01 POSITION value:129.500 upnl:19.510 rpnl:0.000\n",
      "2016-04-04 TICK WIKI/AAPL open: 110.42 close: 111.12\n",
      "2016-04-04 POSITION value:129.500 upnl:18.380 rpnl:0.000\n",
      "2016-04-05 TICK WIKI/AAPL open: 109.51 close: 109.81\n",
      "2016-04-05 POSITION value:129.500 upnl:19.690 rpnl:0.000\n",
      "2016-04-06 TICK WIKI/AAPL open: 110.23 close: 110.96\n",
      "2016-04-06 POSITION value:129.500 upnl:18.540 rpnl:0.000\n",
      "2016-04-07 TICK WIKI/AAPL open: 109.95 close: 108.54\n",
      "2016-04-07 POSITION value:129.500 upnl:20.960 rpnl:0.000\n",
      "2016-04-08 TICK WIKI/AAPL open: 108.91 close: 108.66\n",
      "2016-04-08 POSITION value:129.500 upnl:20.840 rpnl:0.000\n",
      "2016-04-11 TICK WIKI/AAPL open: 108.97 close: 109.02\n",
      "2016-04-11 POSITION value:129.500 upnl:20.480 rpnl:0.000\n",
      "2016-04-12 TICK WIKI/AAPL open: 109.34 close: 110.44\n",
      "2016-04-12 POSITION value:129.500 upnl:19.060 rpnl:0.000\n",
      "2016-04-13 TICK WIKI/AAPL open: 110.8 close: 112.04\n",
      "2016-04-13 POSITION value:129.500 upnl:17.460 rpnl:0.000\n",
      "2016-04-14 TICK WIKI/AAPL open: 111.62 close: 112.1\n",
      "2016-04-14 POSITION value:129.500 upnl:17.400 rpnl:0.000\n",
      "2016-04-15 TICK WIKI/AAPL open: 112.11 close: 109.85\n",
      "2016-04-15 POSITION value:129.500 upnl:19.650 rpnl:0.000\n",
      "2016-04-18 TICK WIKI/AAPL open: 108.89 close: 107.48\n",
      "2016-04-18 POSITION value:129.500 upnl:22.020 rpnl:0.000\n",
      "2016-04-19 TICK WIKI/AAPL open: 107.88 close: 106.91\n",
      "2016-04-19 POSITION value:129.500 upnl:22.590 rpnl:0.000\n",
      "2016-04-20 TICK WIKI/AAPL open: 106.64 close: 107.13\n",
      "2016-04-20 POSITION value:129.500 upnl:22.370 rpnl:0.000\n",
      "2016-04-21 TICK WIKI/AAPL open: 106.93 close: 105.97\n",
      "2016-04-21 POSITION value:129.500 upnl:23.530 rpnl:0.000\n",
      "2016-04-22 TICK WIKI/AAPL open: 105.01 close: 105.68\n",
      "2016-04-22 POSITION value:129.500 upnl:23.820 rpnl:0.000\n",
      "2016-04-25 TICK WIKI/AAPL open: 105.0 close: 105.08\n",
      "2016-04-25 POSITION value:129.500 upnl:24.420 rpnl:0.000\n",
      "2016-04-26 TICK WIKI/AAPL open: 103.91 close: 104.35\n",
      "2016-04-26 POSITION value:129.500 upnl:25.150 rpnl:0.000\n",
      "2016-04-27 TICK WIKI/AAPL open: 96.0 close: 97.82\n",
      "2016-04-27 BUY signal\n",
      "2016-04-27 ORDER BUY WIKI/AAPL 1\n",
      "2016-04-27 POSITION value:129.500 upnl:31.680 rpnl:0.000\n",
      "2016-04-28 TICK WIKI/AAPL open: 97.61 close: 94.83\n",
      "2016-04-28 FILLED BUY 1 WIKI/AAPL at 97.61\n",
      "2016-04-28 POSITION value:0.000 upnl:0.000 rpnl:31.890\n",
      "2016-04-29 TICK WIKI/AAPL open: 93.99 close: 93.74\n",
      "2016-04-29 POSITION value:0.000 upnl:0.000 rpnl:31.890\n",
      "2016-05-02 TICK WIKI/AAPL open: 93.965 close: 93.64\n",
      "2016-05-02 POSITION value:0.000 upnl:0.000 rpnl:31.890\n",
      "2016-05-03 TICK WIKI/AAPL open: 94.2 close: 95.18\n",
      "2016-05-03 POSITION value:0.000 upnl:0.000 rpnl:31.890\n",
      "2016-05-04 TICK WIKI/AAPL open: 95.2 close: 94.19\n",
      "2016-05-04 POSITION value:0.000 upnl:0.000 rpnl:31.890\n",
      "2016-05-05 TICK WIKI/AAPL open: 94.0 close: 93.24\n",
      "2016-05-05 POSITION value:0.000 upnl:0.000 rpnl:31.890\n",
      "2016-05-06 TICK WIKI/AAPL open: 93.37 close: 92.72\n",
      "2016-05-06 POSITION value:0.000 upnl:0.000 rpnl:31.890\n",
      "2016-05-09 TICK WIKI/AAPL open: 93.0 close: 92.79\n",
      "2016-05-09 POSITION value:0.000 upnl:0.000 rpnl:31.890\n",
      "2016-05-10 TICK WIKI/AAPL open: 93.33 close: 93.42\n",
      "2016-05-10 POSITION value:0.000 upnl:0.000 rpnl:31.890\n",
      "2016-05-11 TICK WIKI/AAPL open: 93.48 close: 92.51\n",
      "2016-05-11 POSITION value:0.000 upnl:0.000 rpnl:31.890\n",
      "2016-05-12 TICK WIKI/AAPL open: 92.72 close: 90.34\n",
      "2016-05-12 POSITION value:0.000 upnl:0.000 rpnl:31.890\n",
      "2016-05-13 TICK WIKI/AAPL open: 90.0 close: 90.52\n",
      "2016-05-13 POSITION value:0.000 upnl:0.000 rpnl:31.890\n",
      "2016-05-16 TICK WIKI/AAPL open: 92.39 close: 93.88\n",
      "2016-05-16 SELL signal\n",
      "2016-05-16 ORDER SELL WIKI/AAPL 1\n",
      "2016-05-16 POSITION value:0.000 upnl:0.000 rpnl:31.890\n",
      "2016-05-17 TICK WIKI/AAPL open: 94.55 close: 93.49\n",
      "2016-05-17 FILLED SELL 1 WIKI/AAPL at 94.55\n",
      "2016-05-17 POSITION value:94.550 upnl:1.060 rpnl:31.890\n",
      "2016-05-18 TICK WIKI/AAPL open: 94.16 close: 94.56\n",
      "2016-05-18 POSITION value:94.550 upnl:-0.010 rpnl:31.890\n",
      "2016-05-19 TICK WIKI/AAPL open: 94.64 close: 94.2\n",
      "2016-05-19 POSITION value:94.550 upnl:0.350 rpnl:31.890\n",
      "2016-05-20 TICK WIKI/AAPL open: 94.64 close: 95.22\n",
      "2016-05-20 POSITION value:94.550 upnl:-0.670 rpnl:31.890\n",
      "2016-05-23 TICK WIKI/AAPL open: 95.87 close: 96.43\n",
      "2016-05-23 POSITION value:94.550 upnl:-1.880 rpnl:31.890\n",
      "2016-05-24 TICK WIKI/AAPL open: 97.22 close: 97.9\n",
      "2016-05-24 POSITION value:94.550 upnl:-3.350 rpnl:31.890\n",
      "2016-05-25 TICK WIKI/AAPL open: 98.67 close: 99.62\n",
      "2016-05-25 POSITION value:94.550 upnl:-5.070 rpnl:31.890\n",
      "2016-05-26 TICK WIKI/AAPL open: 99.68 close: 100.41\n",
      "2016-05-26 POSITION value:94.550 upnl:-5.860 rpnl:31.890\n",
      "2016-05-27 TICK WIKI/AAPL open: 99.44 close: 100.35\n",
      "2016-05-27 POSITION value:94.550 upnl:-5.800 rpnl:31.890\n",
      "2016-05-31 TICK WIKI/AAPL open: 99.6 close: 99.86\n",
      "2016-05-31 POSITION value:94.550 upnl:-5.310 rpnl:31.890\n",
      "2016-06-01 TICK WIKI/AAPL open: 99.02 close: 98.46\n",
      "2016-06-01 POSITION value:94.550 upnl:-3.910 rpnl:31.890\n",
      "2016-06-02 TICK WIKI/AAPL open: 97.6 close: 97.72\n",
      "2016-06-02 POSITION value:94.550 upnl:-3.170 rpnl:31.890\n",
      "2016-06-03 TICK WIKI/AAPL open: 97.79 close: 97.92\n",
      "2016-06-03 POSITION value:94.550 upnl:-3.370 rpnl:31.890\n",
      "2016-06-06 TICK WIKI/AAPL open: 97.99 close: 98.63\n",
      "2016-06-06 POSITION value:94.550 upnl:-4.080 rpnl:31.890\n",
      "2016-06-07 TICK WIKI/AAPL open: 99.25 close: 99.03\n",
      "2016-06-07 POSITION value:94.550 upnl:-4.480 rpnl:31.890\n",
      "2016-06-08 TICK WIKI/AAPL open: 99.02 close: 98.94\n",
      "2016-06-08 POSITION value:94.550 upnl:-4.390 rpnl:31.890\n",
      "2016-06-09 TICK WIKI/AAPL open: 98.5 close: 99.65\n",
      "2016-06-09 POSITION value:94.550 upnl:-5.100 rpnl:31.890\n",
      "2016-06-10 TICK WIKI/AAPL open: 98.53 close: 98.83\n",
      "2016-06-10 POSITION value:94.550 upnl:-4.280 rpnl:31.890\n",
      "2016-06-13 TICK WIKI/AAPL open: 98.69 close: 97.34\n",
      "2016-06-13 POSITION value:94.550 upnl:-2.790 rpnl:31.890\n",
      "2016-06-14 TICK WIKI/AAPL open: 97.32 close: 97.46\n",
      "2016-06-14 POSITION value:94.550 upnl:-2.910 rpnl:31.890\n",
      "2016-06-15 TICK WIKI/AAPL open: 97.82 close: 97.14\n",
      "2016-06-15 POSITION value:94.550 upnl:-2.590 rpnl:31.890\n",
      "2016-06-16 TICK WIKI/AAPL open: 96.45 close: 97.55\n",
      "2016-06-16 POSITION value:94.550 upnl:-3.000 rpnl:31.890\n",
      "2016-06-17 TICK WIKI/AAPL open: 96.62 close: 95.33\n",
      "2016-06-17 POSITION value:94.550 upnl:-0.780 rpnl:31.890\n",
      "2016-06-20 TICK WIKI/AAPL open: 96.0 close: 95.1\n",
      "2016-06-20 POSITION value:94.550 upnl:-0.550 rpnl:31.890\n",
      "2016-06-21 TICK WIKI/AAPL open: 94.94 close: 95.91\n",
      "2016-06-21 POSITION value:94.550 upnl:-1.360 rpnl:31.890\n",
      "2016-06-22 TICK WIKI/AAPL open: 96.25 close: 95.55\n",
      "2016-06-22 POSITION value:94.550 upnl:-1.000 rpnl:31.890\n",
      "2016-06-23 TICK WIKI/AAPL open: 95.94 close: 96.1\n",
      "2016-06-23 POSITION value:94.550 upnl:-1.550 rpnl:31.890\n",
      "2016-06-24 TICK WIKI/AAPL open: 92.91 close: 93.4\n",
      "2016-06-24 POSITION value:94.550 upnl:1.150 rpnl:31.890\n",
      "2016-06-27 TICK WIKI/AAPL open: 93.0 close: 92.04\n",
      "2016-06-27 POSITION value:94.550 upnl:2.510 rpnl:31.890\n",
      "2016-06-28 TICK WIKI/AAPL open: 92.9 close: 93.59\n",
      "2016-06-28 POSITION value:94.550 upnl:0.960 rpnl:31.890\n",
      "2016-06-29 TICK WIKI/AAPL open: 93.97 close: 94.4\n",
      "2016-06-29 POSITION value:94.550 upnl:0.150 rpnl:31.890\n",
      "2016-06-30 TICK WIKI/AAPL open: 94.44 close: 95.6\n",
      "2016-06-30 POSITION value:94.550 upnl:-1.050 rpnl:31.890\n",
      "2016-07-01 TICK WIKI/AAPL open: 95.49 close: 95.89\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2016-07-01 POSITION value:94.550 upnl:-1.340 rpnl:31.890\n",
      "2016-07-05 TICK WIKI/AAPL open: 95.39 close: 94.99\n",
      "2016-07-05 POSITION value:94.550 upnl:-0.440 rpnl:31.890\n",
      "2016-07-06 TICK WIKI/AAPL open: 94.6 close: 95.53\n",
      "2016-07-06 POSITION value:94.550 upnl:-0.980 rpnl:31.890\n",
      "2016-07-07 TICK WIKI/AAPL open: 95.7 close: 95.94\n",
      "2016-07-07 POSITION value:94.550 upnl:-1.390 rpnl:31.890\n",
      "2016-07-08 TICK WIKI/AAPL open: 96.49 close: 96.68\n",
      "2016-07-08 POSITION value:94.550 upnl:-2.130 rpnl:31.890\n",
      "2016-07-11 TICK WIKI/AAPL open: 96.75 close: 96.98\n",
      "2016-07-11 POSITION value:94.550 upnl:-2.430 rpnl:31.890\n",
      "2016-07-12 TICK WIKI/AAPL open: 97.17 close: 97.42\n",
      "2016-07-12 POSITION value:94.550 upnl:-2.870 rpnl:31.890\n",
      "2016-07-13 TICK WIKI/AAPL open: 97.41 close: 96.87\n",
      "2016-07-13 POSITION value:94.550 upnl:-2.320 rpnl:31.890\n",
      "2016-07-14 TICK WIKI/AAPL open: 97.39 close: 98.79\n",
      "2016-07-14 POSITION value:94.550 upnl:-4.240 rpnl:31.890\n",
      "2016-07-15 TICK WIKI/AAPL open: 98.92 close: 98.78\n",
      "2016-07-15 POSITION value:94.550 upnl:-4.230 rpnl:31.890\n",
      "2016-07-18 TICK WIKI/AAPL open: 98.7 close: 99.83\n",
      "2016-07-18 POSITION value:94.550 upnl:-5.280 rpnl:31.890\n",
      "2016-07-19 TICK WIKI/AAPL open: 99.56 close: 99.87\n",
      "2016-07-19 POSITION value:94.550 upnl:-5.320 rpnl:31.890\n",
      "2016-07-20 TICK WIKI/AAPL open: 100.0 close: 99.96\n",
      "2016-07-20 POSITION value:94.550 upnl:-5.410 rpnl:31.890\n",
      "2016-07-21 TICK WIKI/AAPL open: 99.83 close: 99.43\n",
      "2016-07-21 POSITION value:94.550 upnl:-4.880 rpnl:31.890\n",
      "2016-07-22 TICK WIKI/AAPL open: 99.26 close: 98.66\n",
      "2016-07-22 POSITION value:94.550 upnl:-4.110 rpnl:31.890\n",
      "2016-07-25 TICK WIKI/AAPL open: 98.25 close: 97.34\n",
      "2016-07-25 POSITION value:94.550 upnl:-2.790 rpnl:31.890\n",
      "2016-07-26 TICK WIKI/AAPL open: 96.82 close: 96.67\n",
      "2016-07-26 POSITION value:94.550 upnl:-2.120 rpnl:31.890\n",
      "2016-07-27 TICK WIKI/AAPL open: 104.265 close: 102.95\n",
      "2016-07-27 POSITION value:94.550 upnl:-8.400 rpnl:31.890\n",
      "2016-07-28 TICK WIKI/AAPL open: 102.83 close: 104.34\n",
      "2016-07-28 POSITION value:94.550 upnl:-9.790 rpnl:31.890\n",
      "2016-07-29 TICK WIKI/AAPL open: 104.19 close: 104.21\n",
      "2016-07-29 POSITION value:94.550 upnl:-9.660 rpnl:31.890\n",
      "2016-08-01 TICK WIKI/AAPL open: 104.41 close: 106.05\n",
      "2016-08-01 POSITION value:94.550 upnl:-11.500 rpnl:31.890\n",
      "2016-08-02 TICK WIKI/AAPL open: 106.05 close: 104.48\n",
      "2016-08-02 POSITION value:94.550 upnl:-9.930 rpnl:31.890\n",
      "2016-08-03 TICK WIKI/AAPL open: 104.81 close: 105.79\n",
      "2016-08-03 POSITION value:94.550 upnl:-11.240 rpnl:31.890\n",
      "2016-08-04 TICK WIKI/AAPL open: 105.58 close: 105.87\n",
      "2016-08-04 POSITION value:94.550 upnl:-11.320 rpnl:31.890\n",
      "2016-08-05 TICK WIKI/AAPL open: 106.27 close: 107.48\n",
      "2016-08-05 POSITION value:94.550 upnl:-12.930 rpnl:31.890\n",
      "2016-08-08 TICK WIKI/AAPL open: 107.52 close: 108.37\n",
      "2016-08-08 POSITION value:94.550 upnl:-13.820 rpnl:31.890\n",
      "2016-08-09 TICK WIKI/AAPL open: 108.23 close: 108.81\n",
      "2016-08-09 POSITION value:94.550 upnl:-14.260 rpnl:31.890\n",
      "2016-08-10 TICK WIKI/AAPL open: 108.71 close: 108.0\n",
      "2016-08-10 POSITION value:94.550 upnl:-13.450 rpnl:31.890\n",
      "2016-08-11 TICK WIKI/AAPL open: 108.52 close: 107.93\n",
      "2016-08-11 POSITION value:94.550 upnl:-13.380 rpnl:31.890\n",
      "2016-08-12 TICK WIKI/AAPL open: 107.78 close: 108.18\n",
      "2016-08-12 POSITION value:94.550 upnl:-13.630 rpnl:31.890\n",
      "2016-08-15 TICK WIKI/AAPL open: 108.14 close: 109.48\n",
      "2016-08-15 POSITION value:94.550 upnl:-14.930 rpnl:31.890\n",
      "2016-08-16 TICK WIKI/AAPL open: 109.63 close: 109.38\n",
      "2016-08-16 POSITION value:94.550 upnl:-14.830 rpnl:31.890\n",
      "2016-08-17 TICK WIKI/AAPL open: 109.1 close: 109.22\n",
      "2016-08-17 POSITION value:94.550 upnl:-14.670 rpnl:31.890\n",
      "2016-08-18 TICK WIKI/AAPL open: 109.23 close: 109.08\n",
      "2016-08-18 POSITION value:94.550 upnl:-14.530 rpnl:31.890\n",
      "2016-08-19 TICK WIKI/AAPL open: 108.77 close: 109.36\n",
      "2016-08-19 POSITION value:94.550 upnl:-14.810 rpnl:31.890\n",
      "2016-08-22 TICK WIKI/AAPL open: 108.86 close: 108.51\n",
      "2016-08-22 POSITION value:94.550 upnl:-13.960 rpnl:31.890\n",
      "2016-08-23 TICK WIKI/AAPL open: 108.59 close: 108.85\n",
      "2016-08-23 POSITION value:94.550 upnl:-14.300 rpnl:31.890\n",
      "2016-08-24 TICK WIKI/AAPL open: 108.565 close: 108.03\n",
      "2016-08-24 POSITION value:94.550 upnl:-13.480 rpnl:31.890\n",
      "2016-08-25 TICK WIKI/AAPL open: 107.39 close: 107.57\n",
      "2016-08-25 POSITION value:94.550 upnl:-13.020 rpnl:31.890\n",
      "2016-08-26 TICK WIKI/AAPL open: 107.41 close: 106.94\n",
      "2016-08-26 POSITION value:94.550 upnl:-12.390 rpnl:31.890\n",
      "2016-08-29 TICK WIKI/AAPL open: 106.62 close: 106.82\n",
      "2016-08-29 POSITION value:94.550 upnl:-12.270 rpnl:31.890\n",
      "2016-08-30 TICK WIKI/AAPL open: 105.8 close: 106.0\n",
      "2016-08-30 POSITION value:94.550 upnl:-11.450 rpnl:31.890\n",
      "2016-08-31 TICK WIKI/AAPL open: 105.66 close: 106.1\n",
      "2016-08-31 POSITION value:94.550 upnl:-11.550 rpnl:31.890\n",
      "2016-09-01 TICK WIKI/AAPL open: 106.14 close: 106.73\n",
      "2016-09-01 POSITION value:94.550 upnl:-12.180 rpnl:31.890\n",
      "2016-09-02 TICK WIKI/AAPL open: 107.7 close: 107.73\n",
      "2016-09-02 POSITION value:94.550 upnl:-13.180 rpnl:31.890\n",
      "2016-09-06 TICK WIKI/AAPL open: 107.9 close: 107.7\n",
      "2016-09-06 POSITION value:94.550 upnl:-13.150 rpnl:31.890\n",
      "2016-09-07 TICK WIKI/AAPL open: 107.83 close: 108.36\n",
      "2016-09-07 POSITION value:94.550 upnl:-13.810 rpnl:31.890\n",
      "2016-09-08 TICK WIKI/AAPL open: 107.25 close: 105.52\n",
      "2016-09-08 BUY signal\n",
      "2016-09-08 ORDER BUY WIKI/AAPL 1\n",
      "2016-09-08 POSITION value:94.550 upnl:-10.970 rpnl:31.890\n",
      "2016-09-09 TICK WIKI/AAPL open: 104.64 close: 103.13\n",
      "2016-09-09 FILLED BUY 1 WIKI/AAPL at 104.64\n",
      "2016-09-09 POSITION value:0.000 upnl:0.000 rpnl:-10.090\n",
      "2016-09-12 TICK WIKI/AAPL open: 102.65 close: 105.44\n",
      "2016-09-12 SELL signal\n",
      "2016-09-12 ORDER SELL WIKI/AAPL 1\n",
      "2016-09-12 POSITION value:0.000 upnl:0.000 rpnl:-10.090\n",
      "2016-09-13 TICK WIKI/AAPL open: 107.51 close: 107.95\n",
      "2016-09-13 FILLED SELL 1 WIKI/AAPL at 107.51\n",
      "2016-09-13 POSITION value:107.510 upnl:-0.440 rpnl:-10.090\n",
      "2016-09-14 TICK WIKI/AAPL open: 108.73 close: 111.77\n",
      "2016-09-14 POSITION value:107.510 upnl:-4.260 rpnl:-10.090\n",
      "2016-09-15 TICK WIKI/AAPL open: 113.86 close: 115.57\n",
      "2016-09-15 POSITION value:107.510 upnl:-8.060 rpnl:-10.090\n",
      "2016-09-16 TICK WIKI/AAPL open: 115.12 close: 114.92\n",
      "2016-09-16 POSITION value:107.510 upnl:-7.410 rpnl:-10.090\n",
      "2016-09-19 TICK WIKI/AAPL open: 115.19 close: 113.58\n",
      "2016-09-19 POSITION value:107.510 upnl:-6.070 rpnl:-10.090\n",
      "2016-09-20 TICK WIKI/AAPL open: 113.05 close: 113.57\n",
      "2016-09-20 POSITION value:107.510 upnl:-6.060 rpnl:-10.090\n",
      "2016-09-21 TICK WIKI/AAPL open: 113.85 close: 113.55\n",
      "2016-09-21 POSITION value:107.510 upnl:-6.040 rpnl:-10.090\n",
      "2016-09-22 TICK WIKI/AAPL open: 114.35 close: 114.62\n",
      "2016-09-22 POSITION value:107.510 upnl:-7.110 rpnl:-10.090\n",
      "2016-09-23 TICK WIKI/AAPL open: 114.42 close: 112.71\n",
      "2016-09-23 POSITION value:107.510 upnl:-5.200 rpnl:-10.090\n",
      "2016-09-26 TICK WIKI/AAPL open: 111.64 close: 112.88\n",
      "2016-09-26 POSITION value:107.510 upnl:-5.370 rpnl:-10.090\n",
      "2016-09-27 TICK WIKI/AAPL open: 113.0 close: 113.09\n",
      "2016-09-27 POSITION value:107.510 upnl:-5.580 rpnl:-10.090\n",
      "2016-09-28 TICK WIKI/AAPL open: 113.69 close: 113.95\n",
      "2016-09-28 POSITION value:107.510 upnl:-6.440 rpnl:-10.090\n",
      "2016-09-29 TICK WIKI/AAPL open: 113.16 close: 112.18\n",
      "2016-09-29 POSITION value:107.510 upnl:-4.670 rpnl:-10.090\n",
      "2016-09-30 TICK WIKI/AAPL open: 112.46 close: 113.05\n",
      "2016-09-30 POSITION value:107.510 upnl:-5.540 rpnl:-10.090\n",
      "2016-10-03 TICK WIKI/AAPL open: 112.71 close: 112.52\n",
      "2016-10-03 POSITION value:107.510 upnl:-5.010 rpnl:-10.090\n",
      "2016-10-04 TICK WIKI/AAPL open: 113.06 close: 113.0\n",
      "2016-10-04 POSITION value:107.510 upnl:-5.490 rpnl:-10.090\n",
      "2016-10-05 TICK WIKI/AAPL open: 113.4 close: 113.05\n",
      "2016-10-05 POSITION value:107.510 upnl:-5.540 rpnl:-10.090\n",
      "2016-10-06 TICK WIKI/AAPL open: 113.7 close: 113.89\n",
      "2016-10-06 POSITION value:107.510 upnl:-6.380 rpnl:-10.090\n",
      "2016-10-07 TICK WIKI/AAPL open: 114.31 close: 114.06\n",
      "2016-10-07 POSITION value:107.510 upnl:-6.550 rpnl:-10.090\n",
      "2016-10-10 TICK WIKI/AAPL open: 115.02 close: 116.05\n",
      "2016-10-10 POSITION value:107.510 upnl:-8.540 rpnl:-10.090\n",
      "2016-10-11 TICK WIKI/AAPL open: 117.7 close: 116.3\n",
      "2016-10-11 POSITION value:107.510 upnl:-8.790 rpnl:-10.090\n",
      "2016-10-12 TICK WIKI/AAPL open: 117.35 close: 117.34\n",
      "2016-10-12 POSITION value:107.510 upnl:-9.830 rpnl:-10.090\n",
      "2016-10-13 TICK WIKI/AAPL open: 116.79 close: 116.98\n",
      "2016-10-13 POSITION value:107.510 upnl:-9.470 rpnl:-10.090\n",
      "2016-10-14 TICK WIKI/AAPL open: 117.88 close: 117.63\n",
      "2016-10-14 POSITION value:107.510 upnl:-10.120 rpnl:-10.090\n",
      "2016-10-17 TICK WIKI/AAPL open: 117.33 close: 117.55\n",
      "2016-10-17 POSITION value:107.510 upnl:-10.040 rpnl:-10.090\n",
      "2016-10-18 TICK WIKI/AAPL open: 118.18 close: 117.47\n",
      "2016-10-18 POSITION value:107.510 upnl:-9.960 rpnl:-10.090\n",
      "2016-10-19 TICK WIKI/AAPL open: 117.25 close: 117.12\n",
      "2016-10-19 POSITION value:107.510 upnl:-9.610 rpnl:-10.090\n",
      "2016-10-20 TICK WIKI/AAPL open: 116.86 close: 117.06\n",
      "2016-10-20 POSITION value:107.510 upnl:-9.550 rpnl:-10.090\n",
      "2016-10-21 TICK WIKI/AAPL open: 116.81 close: 116.6\n",
      "2016-10-21 POSITION value:107.510 upnl:-9.090 rpnl:-10.090\n",
      "2016-10-24 TICK WIKI/AAPL open: 117.1 close: 117.65\n",
      "2016-10-24 POSITION value:107.510 upnl:-10.140 rpnl:-10.090\n",
      "2016-10-25 TICK WIKI/AAPL open: 117.95 close: 118.25\n",
      "2016-10-25 POSITION value:107.510 upnl:-10.740 rpnl:-10.090\n",
      "2016-10-26 TICK WIKI/AAPL open: 114.31 close: 115.59\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2016-10-26 BUY signal\n",
      "2016-10-26 ORDER BUY WIKI/AAPL 1\n",
      "2016-10-26 POSITION value:107.510 upnl:-8.080 rpnl:-10.090\n",
      "2016-10-27 TICK WIKI/AAPL open: 115.39 close: 114.48\n",
      "2016-10-27 FILLED BUY 1 WIKI/AAPL at 115.39\n",
      "2016-10-27 POSITION value:0.000 upnl:0.000 rpnl:-7.880\n",
      "2016-10-28 TICK WIKI/AAPL open: 113.87 close: 113.72\n",
      "2016-10-28 POSITION value:0.000 upnl:0.000 rpnl:-7.880\n",
      "2016-10-31 TICK WIKI/AAPL open: 113.65 close: 113.54\n",
      "2016-10-31 POSITION value:0.000 upnl:0.000 rpnl:-7.880\n",
      "2016-11-01 TICK WIKI/AAPL open: 113.46 close: 111.49\n",
      "2016-11-01 POSITION value:0.000 upnl:0.000 rpnl:-7.880\n",
      "2016-11-02 TICK WIKI/AAPL open: 111.4 close: 111.59\n",
      "2016-11-02 POSITION value:0.000 upnl:0.000 rpnl:-7.880\n",
      "2016-11-03 TICK WIKI/AAPL open: 110.98 close: 109.83\n",
      "2016-11-03 POSITION value:0.000 upnl:0.000 rpnl:-7.880\n",
      "2016-11-04 TICK WIKI/AAPL open: 108.53 close: 108.84\n",
      "2016-11-04 POSITION value:0.000 upnl:0.000 rpnl:-7.880\n",
      "2016-11-07 TICK WIKI/AAPL open: 110.08 close: 110.41\n",
      "2016-11-07 POSITION value:0.000 upnl:0.000 rpnl:-7.880\n",
      "2016-11-08 TICK WIKI/AAPL open: 110.31 close: 111.06\n",
      "2016-11-08 POSITION value:0.000 upnl:0.000 rpnl:-7.880\n",
      "2016-11-09 TICK WIKI/AAPL open: 109.88 close: 110.88\n",
      "2016-11-09 POSITION value:0.000 upnl:0.000 rpnl:-7.880\n",
      "2016-11-10 TICK WIKI/AAPL open: 111.09 close: 107.79\n",
      "2016-11-10 POSITION value:0.000 upnl:0.000 rpnl:-7.880\n",
      "2016-11-11 TICK WIKI/AAPL open: 106.92 close: 108.43\n",
      "2016-11-11 POSITION value:0.000 upnl:0.000 rpnl:-7.880\n",
      "2016-11-14 TICK WIKI/AAPL open: 107.32 close: 105.71\n",
      "2016-11-14 POSITION value:0.000 upnl:0.000 rpnl:-7.880\n",
      "2016-11-15 TICK WIKI/AAPL open: 106.57 close: 107.11\n",
      "2016-11-15 POSITION value:0.000 upnl:0.000 rpnl:-7.880\n",
      "2016-11-16 TICK WIKI/AAPL open: 106.7 close: 109.99\n",
      "2016-11-16 SELL signal\n",
      "2016-11-16 ORDER SELL WIKI/AAPL 1\n",
      "2016-11-16 POSITION value:0.000 upnl:0.000 rpnl:-7.880\n",
      "2016-11-17 TICK WIKI/AAPL open: 109.81 close: 109.95\n",
      "2016-11-17 FILLED SELL 1 WIKI/AAPL at 109.81\n",
      "2016-11-17 POSITION value:109.810 upnl:-0.140 rpnl:-7.880\n",
      "2016-11-18 TICK WIKI/AAPL open: 109.72 close: 110.06\n",
      "2016-11-18 POSITION value:109.810 upnl:-0.250 rpnl:-7.880\n",
      "2016-11-21 TICK WIKI/AAPL open: 110.12 close: 111.73\n",
      "2016-11-21 POSITION value:109.810 upnl:-1.920 rpnl:-7.880\n",
      "2016-11-22 TICK WIKI/AAPL open: 111.95 close: 111.8\n",
      "2016-11-22 POSITION value:109.810 upnl:-1.990 rpnl:-7.880\n",
      "2016-11-23 TICK WIKI/AAPL open: 111.36 close: 111.23\n",
      "2016-11-23 POSITION value:109.810 upnl:-1.420 rpnl:-7.880\n",
      "2016-11-25 TICK WIKI/AAPL open: 111.13 close: 111.79\n",
      "2016-11-25 POSITION value:109.810 upnl:-1.980 rpnl:-7.880\n",
      "2016-11-28 TICK WIKI/AAPL open: 111.43 close: 111.57\n",
      "2016-11-28 POSITION value:109.810 upnl:-1.760 rpnl:-7.880\n",
      "2016-11-29 TICK WIKI/AAPL open: 110.78 close: 111.46\n",
      "2016-11-29 POSITION value:109.810 upnl:-1.650 rpnl:-7.880\n",
      "2016-11-30 TICK WIKI/AAPL open: 111.56 close: 110.52\n",
      "2016-11-30 POSITION value:109.810 upnl:-0.710 rpnl:-7.880\n",
      "2016-12-01 TICK WIKI/AAPL open: 110.365 close: 109.49\n",
      "2016-12-01 POSITION value:109.810 upnl:0.320 rpnl:-7.880\n",
      "2016-12-02 TICK WIKI/AAPL open: 109.17 close: 109.9\n",
      "2016-12-02 POSITION value:109.810 upnl:-0.090 rpnl:-7.880\n",
      "2016-12-05 TICK WIKI/AAPL open: 110.0 close: 109.11\n",
      "2016-12-05 POSITION value:109.810 upnl:0.700 rpnl:-7.880\n",
      "2016-12-06 TICK WIKI/AAPL open: 109.5 close: 109.95\n",
      "2016-12-06 POSITION value:109.810 upnl:-0.140 rpnl:-7.880\n",
      "2016-12-07 TICK WIKI/AAPL open: 109.26 close: 111.03\n",
      "2016-12-07 POSITION value:109.810 upnl:-1.220 rpnl:-7.880\n",
      "2016-12-08 TICK WIKI/AAPL open: 110.86 close: 112.12\n",
      "2016-12-08 POSITION value:109.810 upnl:-2.310 rpnl:-7.880\n",
      "2016-12-09 TICK WIKI/AAPL open: 112.31 close: 113.95\n",
      "2016-12-09 POSITION value:109.810 upnl:-4.140 rpnl:-7.880\n",
      "2016-12-12 TICK WIKI/AAPL open: 113.29 close: 113.3\n",
      "2016-12-12 POSITION value:109.810 upnl:-3.490 rpnl:-7.880\n",
      "2016-12-13 TICK WIKI/AAPL open: 113.84 close: 115.19\n",
      "2016-12-13 POSITION value:109.810 upnl:-5.380 rpnl:-7.880\n",
      "2016-12-14 TICK WIKI/AAPL open: 115.04 close: 115.19\n",
      "2016-12-14 POSITION value:109.810 upnl:-5.380 rpnl:-7.880\n",
      "2016-12-15 TICK WIKI/AAPL open: 115.38 close: 115.82\n",
      "2016-12-15 POSITION value:109.810 upnl:-6.010 rpnl:-7.880\n",
      "2016-12-16 TICK WIKI/AAPL open: 116.47 close: 115.97\n",
      "2016-12-16 POSITION value:109.810 upnl:-6.160 rpnl:-7.880\n",
      "2016-12-19 TICK WIKI/AAPL open: 115.8 close: 116.64\n",
      "2016-12-19 POSITION value:109.810 upnl:-6.830 rpnl:-7.880\n",
      "2016-12-20 TICK WIKI/AAPL open: 116.74 close: 116.95\n",
      "2016-12-20 POSITION value:109.810 upnl:-7.140 rpnl:-7.880\n",
      "2016-12-21 TICK WIKI/AAPL open: 116.8 close: 117.06\n",
      "2016-12-21 POSITION value:109.810 upnl:-7.250 rpnl:-7.880\n",
      "2016-12-22 TICK WIKI/AAPL open: 116.35 close: 116.29\n",
      "2016-12-22 POSITION value:109.810 upnl:-6.480 rpnl:-7.880\n",
      "2016-12-23 TICK WIKI/AAPL open: 115.59 close: 116.52\n",
      "2016-12-23 POSITION value:109.810 upnl:-6.710 rpnl:-7.880\n",
      "2016-12-27 TICK WIKI/AAPL open: 116.52 close: 117.26\n",
      "2016-12-27 POSITION value:109.810 upnl:-7.450 rpnl:-7.880\n",
      "2016-12-28 TICK WIKI/AAPL open: 117.52 close: 116.76\n",
      "2016-12-28 POSITION value:109.810 upnl:-6.950 rpnl:-7.880\n",
      "2016-12-29 TICK WIKI/AAPL open: 116.45 close: 116.73\n",
      "2016-12-29 POSITION value:109.810 upnl:-6.920 rpnl:-7.880\n",
      "2016-12-30 TICK WIKI/AAPL open: 116.65 close: 115.82\n",
      "2016-12-30 POSITION value:109.810 upnl:-6.010 rpnl:-7.880\n",
      "2017-01-03 TICK WIKI/AAPL open: 115.8 close: 116.15\n",
      "2017-01-03 POSITION value:109.810 upnl:-6.340 rpnl:-7.880\n",
      "2017-01-04 TICK WIKI/AAPL open: 115.85 close: 116.02\n",
      "2017-01-04 POSITION value:109.810 upnl:-6.210 rpnl:-7.880\n",
      "2017-01-05 TICK WIKI/AAPL open: 115.92 close: 116.61\n",
      "2017-01-05 POSITION value:109.810 upnl:-6.800 rpnl:-7.880\n",
      "2017-01-06 TICK WIKI/AAPL open: 116.78 close: 117.91\n",
      "2017-01-06 POSITION value:109.810 upnl:-8.100 rpnl:-7.880\n",
      "2017-01-09 TICK WIKI/AAPL open: 117.95 close: 118.99\n",
      "2017-01-09 POSITION value:109.810 upnl:-9.180 rpnl:-7.880\n",
      "2017-01-10 TICK WIKI/AAPL open: 118.77 close: 119.11\n",
      "2017-01-10 POSITION value:109.810 upnl:-9.300 rpnl:-7.880\n",
      "2017-01-11 TICK WIKI/AAPL open: 118.74 close: 119.75\n",
      "2017-01-11 POSITION value:109.810 upnl:-9.940 rpnl:-7.880\n",
      "2017-01-12 TICK WIKI/AAPL open: 118.895 close: 119.25\n",
      "2017-01-12 POSITION value:109.810 upnl:-9.440 rpnl:-7.880\n",
      "2017-01-13 TICK WIKI/AAPL open: 119.11 close: 119.04\n",
      "2017-01-13 POSITION value:109.810 upnl:-9.230 rpnl:-7.880\n",
      "2017-01-17 TICK WIKI/AAPL open: 118.34 close: 120.0\n",
      "2017-01-17 POSITION value:109.810 upnl:-10.190 rpnl:-7.880\n",
      "2017-01-18 TICK WIKI/AAPL open: 120.0 close: 119.99\n",
      "2017-01-18 POSITION value:109.810 upnl:-10.180 rpnl:-7.880\n",
      "2017-01-19 TICK WIKI/AAPL open: 119.4 close: 119.78\n",
      "2017-01-19 POSITION value:109.810 upnl:-9.970 rpnl:-7.880\n",
      "2017-01-20 TICK WIKI/AAPL open: 120.45 close: 120.0\n",
      "2017-01-20 POSITION value:109.810 upnl:-10.190 rpnl:-7.880\n",
      "2017-01-23 TICK WIKI/AAPL open: 120.0 close: 120.08\n",
      "2017-01-23 POSITION value:109.810 upnl:-10.270 rpnl:-7.880\n",
      "2017-01-24 TICK WIKI/AAPL open: 119.55 close: 119.97\n",
      "2017-01-24 POSITION value:109.810 upnl:-10.160 rpnl:-7.880\n",
      "2017-01-25 TICK WIKI/AAPL open: 120.42 close: 121.88\n",
      "2017-01-25 POSITION value:109.810 upnl:-12.070 rpnl:-7.880\n",
      "2017-01-26 TICK WIKI/AAPL open: 121.67 close: 121.94\n",
      "2017-01-26 POSITION value:109.810 upnl:-12.130 rpnl:-7.880\n",
      "2017-01-27 TICK WIKI/AAPL open: 122.14 close: 121.95\n",
      "2017-01-27 POSITION value:109.810 upnl:-12.140 rpnl:-7.880\n",
      "2017-01-30 TICK WIKI/AAPL open: 120.93 close: 121.63\n",
      "2017-01-30 POSITION value:109.810 upnl:-11.820 rpnl:-7.880\n",
      "2017-01-31 TICK WIKI/AAPL open: 121.15 close: 121.35\n",
      "2017-01-31 POSITION value:109.810 upnl:-11.540 rpnl:-7.880\n",
      "2017-02-01 TICK WIKI/AAPL open: 127.03 close: 128.75\n",
      "2017-02-01 POSITION value:109.810 upnl:-18.940 rpnl:-7.880\n",
      "2017-02-02 TICK WIKI/AAPL open: 127.975 close: 128.53\n",
      "2017-02-02 POSITION value:109.810 upnl:-18.720 rpnl:-7.880\n",
      "2017-02-03 TICK WIKI/AAPL open: 128.31 close: 129.08\n",
      "2017-02-03 POSITION value:109.810 upnl:-19.270 rpnl:-7.880\n",
      "2017-02-06 TICK WIKI/AAPL open: 129.13 close: 130.29\n",
      "2017-02-06 POSITION value:109.810 upnl:-20.480 rpnl:-7.880\n",
      "2017-02-07 TICK WIKI/AAPL open: 130.54 close: 131.53\n",
      "2017-02-07 POSITION value:109.810 upnl:-21.720 rpnl:-7.880\n",
      "2017-02-08 TICK WIKI/AAPL open: 131.35 close: 132.04\n",
      "2017-02-08 POSITION value:109.810 upnl:-22.230 rpnl:-7.880\n",
      "2017-02-09 TICK WIKI/AAPL open: 131.65 close: 132.42\n",
      "2017-02-09 POSITION value:109.810 upnl:-22.610 rpnl:-7.880\n",
      "2017-02-10 TICK WIKI/AAPL open: 132.46 close: 132.12\n",
      "2017-02-10 POSITION value:109.810 upnl:-22.310 rpnl:-7.880\n",
      "2017-02-13 TICK WIKI/AAPL open: 133.08 close: 133.29\n",
      "2017-02-13 POSITION value:109.810 upnl:-23.480 rpnl:-7.880\n",
      "2017-02-14 TICK WIKI/AAPL open: 133.47 close: 135.02\n",
      "2017-02-14 POSITION value:109.810 upnl:-25.210 rpnl:-7.880\n",
      "2017-02-15 TICK WIKI/AAPL open: 135.52 close: 135.51\n",
      "2017-02-15 POSITION value:109.810 upnl:-25.700 rpnl:-7.880\n",
      "2017-02-16 TICK WIKI/AAPL open: 135.67 close: 135.345\n",
      "2017-02-16 POSITION value:109.810 upnl:-25.535 rpnl:-7.880\n",
      "2017-02-17 TICK WIKI/AAPL open: 135.1 close: 135.72\n",
      "2017-02-17 POSITION value:109.810 upnl:-25.910 rpnl:-7.880\n",
      "2017-02-21 TICK WIKI/AAPL open: 136.23 close: 136.7\n",
      "2017-02-21 POSITION value:109.810 upnl:-26.890 rpnl:-7.880\n",
      "2017-02-22 TICK WIKI/AAPL open: 136.43 close: 137.11\n",
      "2017-02-22 POSITION value:109.810 upnl:-27.300 rpnl:-7.880\n",
      "2017-02-23 TICK WIKI/AAPL open: 137.38 close: 136.53\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2017-02-23 POSITION value:109.810 upnl:-26.720 rpnl:-7.880\n",
      "2017-02-24 TICK WIKI/AAPL open: 135.91 close: 136.66\n",
      "2017-02-24 POSITION value:109.810 upnl:-26.850 rpnl:-7.880\n",
      "2017-02-27 TICK WIKI/AAPL open: 137.14 close: 136.93\n",
      "2017-02-27 POSITION value:109.810 upnl:-27.120 rpnl:-7.880\n",
      "2017-02-28 TICK WIKI/AAPL open: 137.08 close: 136.99\n",
      "2017-02-28 POSITION value:109.810 upnl:-27.180 rpnl:-7.880\n",
      "2017-03-01 TICK WIKI/AAPL open: 137.89 close: 139.79\n",
      "2017-03-01 POSITION value:109.810 upnl:-29.980 rpnl:-7.880\n",
      "2017-03-02 TICK WIKI/AAPL open: 140.0 close: 138.96\n",
      "2017-03-02 POSITION value:109.810 upnl:-29.150 rpnl:-7.880\n",
      "2017-03-03 TICK WIKI/AAPL open: 138.78 close: 139.78\n",
      "2017-03-03 POSITION value:109.810 upnl:-29.970 rpnl:-7.880\n",
      "2017-03-06 TICK WIKI/AAPL open: 139.365 close: 139.34\n",
      "2017-03-06 POSITION value:109.810 upnl:-29.530 rpnl:-7.880\n",
      "2017-03-07 TICK WIKI/AAPL open: 139.06 close: 139.52\n",
      "2017-03-07 POSITION value:109.810 upnl:-29.710 rpnl:-7.880\n",
      "2017-03-08 TICK WIKI/AAPL open: 138.95 close: 139.0\n",
      "2017-03-08 POSITION value:109.810 upnl:-29.190 rpnl:-7.880\n",
      "2017-03-09 TICK WIKI/AAPL open: 138.74 close: 138.68\n",
      "2017-03-09 POSITION value:109.810 upnl:-28.870 rpnl:-7.880\n",
      "2017-03-10 TICK WIKI/AAPL open: 139.25 close: 139.14\n",
      "2017-03-10 POSITION value:109.810 upnl:-29.330 rpnl:-7.880\n",
      "2017-03-13 TICK WIKI/AAPL open: 138.85 close: 139.2\n",
      "2017-03-13 POSITION value:109.810 upnl:-29.390 rpnl:-7.880\n",
      "2017-03-14 TICK WIKI/AAPL open: 139.3 close: 138.99\n",
      "2017-03-14 POSITION value:109.810 upnl:-29.180 rpnl:-7.880\n",
      "2017-03-15 TICK WIKI/AAPL open: 139.41 close: 140.46\n",
      "2017-03-15 POSITION value:109.810 upnl:-30.650 rpnl:-7.880\n",
      "2017-03-16 TICK WIKI/AAPL open: 140.72 close: 140.69\n",
      "2017-03-16 POSITION value:109.810 upnl:-30.880 rpnl:-7.880\n",
      "2017-03-17 TICK WIKI/AAPL open: 141.0 close: 139.99\n",
      "2017-03-17 POSITION value:109.810 upnl:-30.180 rpnl:-7.880\n",
      "2017-03-20 TICK WIKI/AAPL open: 140.4 close: 141.46\n",
      "2017-03-20 POSITION value:109.810 upnl:-31.650 rpnl:-7.880\n",
      "2017-03-21 TICK WIKI/AAPL open: 142.11 close: 139.84\n",
      "2017-03-21 POSITION value:109.810 upnl:-30.030 rpnl:-7.880\n",
      "2017-03-22 TICK WIKI/AAPL open: 139.845 close: 141.42\n",
      "2017-03-22 POSITION value:109.810 upnl:-31.610 rpnl:-7.880\n",
      "2017-03-23 TICK WIKI/AAPL open: 141.26 close: 140.92\n",
      "2017-03-23 POSITION value:109.810 upnl:-31.110 rpnl:-7.880\n",
      "2017-03-24 TICK WIKI/AAPL open: 141.5 close: 140.64\n",
      "2017-03-24 POSITION value:109.810 upnl:-30.830 rpnl:-7.880\n",
      "2017-03-27 TICK WIKI/AAPL open: 139.39 close: 140.88\n",
      "2017-03-27 POSITION value:109.810 upnl:-31.070 rpnl:-7.880\n",
      "2017-03-28 TICK WIKI/AAPL open: 140.91 close: 143.8\n",
      "2017-03-28 POSITION value:109.810 upnl:-33.990 rpnl:-7.880\n",
      "2017-03-29 TICK WIKI/AAPL open: 143.68 close: 144.12\n",
      "2017-03-29 POSITION value:109.810 upnl:-34.310 rpnl:-7.880\n",
      "2017-03-30 TICK WIKI/AAPL open: 144.19 close: 143.93\n",
      "2017-03-30 POSITION value:109.810 upnl:-34.120 rpnl:-7.880\n",
      "2017-03-31 TICK WIKI/AAPL open: 143.72 close: 143.66\n",
      "2017-03-31 POSITION value:109.810 upnl:-33.850 rpnl:-7.880\n",
      "2017-04-03 TICK WIKI/AAPL open: 143.71 close: 143.7\n",
      "2017-04-03 POSITION value:109.810 upnl:-33.890 rpnl:-7.880\n",
      "2017-04-04 TICK WIKI/AAPL open: 143.25 close: 144.77\n",
      "2017-04-04 POSITION value:109.810 upnl:-34.960 rpnl:-7.880\n",
      "2017-04-05 TICK WIKI/AAPL open: 144.22 close: 144.02\n",
      "2017-04-05 POSITION value:109.810 upnl:-34.210 rpnl:-7.880\n",
      "2017-04-06 TICK WIKI/AAPL open: 144.29 close: 143.66\n",
      "2017-04-06 POSITION value:109.810 upnl:-33.850 rpnl:-7.880\n",
      "2017-04-07 TICK WIKI/AAPL open: 143.73 close: 143.34\n",
      "2017-04-07 POSITION value:109.810 upnl:-33.530 rpnl:-7.880\n",
      "2017-04-10 TICK WIKI/AAPL open: 143.6 close: 143.17\n",
      "2017-04-10 POSITION value:109.810 upnl:-33.360 rpnl:-7.880\n",
      "2017-04-11 TICK WIKI/AAPL open: 142.94 close: 141.63\n",
      "2017-04-11 POSITION value:109.810 upnl:-31.820 rpnl:-7.880\n",
      "2017-04-12 TICK WIKI/AAPL open: 141.6 close: 141.8\n",
      "2017-04-12 POSITION value:109.810 upnl:-31.990 rpnl:-7.880\n",
      "2017-04-13 TICK WIKI/AAPL open: 141.91 close: 141.05\n",
      "2017-04-13 POSITION value:109.810 upnl:-31.240 rpnl:-7.880\n",
      "2017-04-17 TICK WIKI/AAPL open: 141.48 close: 141.83\n",
      "2017-04-17 POSITION value:109.810 upnl:-32.020 rpnl:-7.880\n",
      "2017-04-18 TICK WIKI/AAPL open: 141.41 close: 141.2\n",
      "2017-04-18 POSITION value:109.810 upnl:-31.390 rpnl:-7.880\n",
      "2017-04-19 TICK WIKI/AAPL open: 141.88 close: 140.68\n",
      "2017-04-19 POSITION value:109.810 upnl:-30.870 rpnl:-7.880\n",
      "2017-04-20 TICK WIKI/AAPL open: 141.22 close: 142.44\n",
      "2017-04-20 POSITION value:109.810 upnl:-32.630 rpnl:-7.880\n",
      "2017-04-21 TICK WIKI/AAPL open: 142.44 close: 142.27\n",
      "2017-04-21 POSITION value:109.810 upnl:-32.460 rpnl:-7.880\n",
      "2017-04-24 TICK WIKI/AAPL open: 143.5 close: 143.64\n",
      "2017-04-24 POSITION value:109.810 upnl:-33.830 rpnl:-7.880\n",
      "2017-04-25 TICK WIKI/AAPL open: 143.91 close: 144.54\n",
      "2017-04-25 POSITION value:109.810 upnl:-34.730 rpnl:-7.880\n",
      "2017-04-26 TICK WIKI/AAPL open: 144.47 close: 143.6508\n",
      "2017-04-26 POSITION value:109.810 upnl:-33.841 rpnl:-7.880\n",
      "2017-04-27 TICK WIKI/AAPL open: 143.9225 close: 143.79\n",
      "2017-04-27 POSITION value:109.810 upnl:-33.980 rpnl:-7.880\n",
      "2017-04-28 TICK WIKI/AAPL open: 144.09 close: 143.65\n",
      "2017-04-28 POSITION value:109.810 upnl:-33.840 rpnl:-7.880\n",
      "2017-05-01 TICK WIKI/AAPL open: 145.1 close: 146.6\n",
      "2017-05-01 POSITION value:109.810 upnl:-36.790 rpnl:-7.880\n",
      "2017-05-02 TICK WIKI/AAPL open: 147.54 close: 147.51\n",
      "2017-05-02 POSITION value:109.810 upnl:-37.700 rpnl:-7.880\n",
      "2017-05-03 TICK WIKI/AAPL open: 145.59 close: 147.06\n",
      "2017-05-03 POSITION value:109.810 upnl:-37.250 rpnl:-7.880\n",
      "2017-05-04 TICK WIKI/AAPL open: 146.52 close: 146.53\n",
      "2017-05-04 POSITION value:109.810 upnl:-36.720 rpnl:-7.880\n",
      "2017-05-05 TICK WIKI/AAPL open: 146.76 close: 148.96\n",
      "2017-05-05 POSITION value:109.810 upnl:-39.150 rpnl:-7.880\n",
      "2017-05-08 TICK WIKI/AAPL open: 149.03 close: 153.0\n",
      "2017-05-08 POSITION value:109.810 upnl:-43.190 rpnl:-7.880\n",
      "2017-05-09 TICK WIKI/AAPL open: 153.87 close: 153.96\n",
      "2017-05-09 POSITION value:109.810 upnl:-44.150 rpnl:-7.880\n",
      "2017-05-10 TICK WIKI/AAPL open: 153.63 close: 153.26\n",
      "2017-05-10 POSITION value:109.810 upnl:-43.450 rpnl:-7.880\n",
      "2017-05-11 TICK WIKI/AAPL open: 152.45 close: 153.95\n",
      "2017-05-11 POSITION value:109.810 upnl:-44.140 rpnl:-7.880\n",
      "2017-05-12 TICK WIKI/AAPL open: 154.7 close: 156.1\n",
      "2017-05-12 POSITION value:109.810 upnl:-46.290 rpnl:-7.880\n",
      "2017-05-15 TICK WIKI/AAPL open: 156.01 close: 155.7\n",
      "2017-05-15 POSITION value:109.810 upnl:-45.890 rpnl:-7.880\n",
      "2017-05-16 TICK WIKI/AAPL open: 155.94 close: 155.47\n",
      "2017-05-16 POSITION value:109.810 upnl:-45.660 rpnl:-7.880\n",
      "2017-05-17 TICK WIKI/AAPL open: 153.6 close: 150.25\n",
      "2017-05-17 BUY signal\n",
      "2017-05-17 ORDER BUY WIKI/AAPL 1\n",
      "2017-05-17 POSITION value:109.810 upnl:-40.440 rpnl:-7.880\n",
      "2017-05-18 TICK WIKI/AAPL open: 151.27 close: 152.54\n",
      "2017-05-18 FILLED BUY 1 WIKI/AAPL at 151.27\n",
      "2017-05-18 POSITION value:0.000 upnl:0.000 rpnl:-41.460\n",
      "2017-05-19 TICK WIKI/AAPL open: 153.38 close: 152.96\n",
      "2017-05-19 POSITION value:0.000 upnl:0.000 rpnl:-41.460\n",
      "2017-05-22 TICK WIKI/AAPL open: 154.0 close: 153.99\n",
      "2017-05-22 POSITION value:0.000 upnl:0.000 rpnl:-41.460\n",
      "2017-05-23 TICK WIKI/AAPL open: 154.9 close: 153.8\n",
      "2017-05-23 POSITION value:0.000 upnl:0.000 rpnl:-41.460\n",
      "2017-05-24 TICK WIKI/AAPL open: 153.84 close: 153.34\n",
      "2017-05-24 POSITION value:0.000 upnl:0.000 rpnl:-41.460\n",
      "2017-05-25 TICK WIKI/AAPL open: 153.73 close: 153.87\n",
      "2017-05-25 POSITION value:0.000 upnl:0.000 rpnl:-41.460\n",
      "2017-05-26 TICK WIKI/AAPL open: 154.0 close: 153.61\n",
      "2017-05-26 POSITION value:0.000 upnl:0.000 rpnl:-41.460\n",
      "2017-05-30 TICK WIKI/AAPL open: 153.42 close: 153.67\n",
      "2017-05-30 POSITION value:0.000 upnl:0.000 rpnl:-41.460\n",
      "2017-05-31 TICK WIKI/AAPL open: 153.97 close: 152.76\n",
      "2017-05-31 POSITION value:0.000 upnl:0.000 rpnl:-41.460\n",
      "2017-06-01 TICK WIKI/AAPL open: 153.17 close: 153.18\n",
      "2017-06-01 POSITION value:0.000 upnl:0.000 rpnl:-41.460\n",
      "2017-06-02 TICK WIKI/AAPL open: 153.58 close: 155.45\n",
      "2017-06-02 POSITION value:0.000 upnl:0.000 rpnl:-41.460\n",
      "2017-06-05 TICK WIKI/AAPL open: 154.34 close: 153.93\n",
      "2017-06-05 POSITION value:0.000 upnl:0.000 rpnl:-41.460\n",
      "2017-06-06 TICK WIKI/AAPL open: 153.9 close: 154.45\n",
      "2017-06-06 POSITION value:0.000 upnl:0.000 rpnl:-41.460\n",
      "2017-06-07 TICK WIKI/AAPL open: 155.02 close: 155.37\n",
      "2017-06-07 POSITION value:0.000 upnl:0.000 rpnl:-41.460\n",
      "2017-06-08 TICK WIKI/AAPL open: 155.25 close: 154.99\n",
      "2017-06-08 POSITION value:0.000 upnl:0.000 rpnl:-41.460\n",
      "2017-06-09 TICK WIKI/AAPL open: 155.19 close: 148.98\n",
      "2017-06-09 BUY signal\n",
      "2017-06-09 ORDER BUY WIKI/AAPL 1\n",
      "2017-06-09 POSITION value:0.000 upnl:0.000 rpnl:-41.460\n",
      "2017-06-12 TICK WIKI/AAPL open: 145.74 close: 145.32\n",
      "2017-06-12 FILLED BUY 1 WIKI/AAPL at 145.74\n",
      "2017-06-12 POSITION value:-145.740 upnl:-0.420 rpnl:-41.460\n",
      "2017-06-13 TICK WIKI/AAPL open: 147.16 close: 146.59\n",
      "2017-06-13 POSITION value:-145.740 upnl:0.850 rpnl:-41.460\n",
      "2017-06-14 TICK WIKI/AAPL open: 147.5 close: 145.16\n",
      "2017-06-14 POSITION value:-145.740 upnl:-0.580 rpnl:-41.460\n",
      "2017-06-15 TICK WIKI/AAPL open: 143.32 close: 144.29\n",
      "2017-06-15 POSITION value:-145.740 upnl:-1.450 rpnl:-41.460\n",
      "2017-06-16 TICK WIKI/AAPL open: 143.78 close: 142.27\n",
      "2017-06-16 POSITION value:-145.740 upnl:-3.470 rpnl:-41.460\n",
      "2017-06-19 TICK WIKI/AAPL open: 143.66 close: 146.34\n",
      "2017-06-19 SELL signal\n",
      "2017-06-19 ORDER SELL WIKI/AAPL 1\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2017-06-19 POSITION value:-145.740 upnl:0.600 rpnl:-41.460\n",
      "2017-06-20 TICK WIKI/AAPL open: 146.87 close: 145.01\n",
      "2017-06-20 FILLED SELL 1 WIKI/AAPL at 146.87\n",
      "2017-06-20 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-06-21 TICK WIKI/AAPL open: 145.52 close: 145.87\n",
      "2017-06-21 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-06-22 TICK WIKI/AAPL open: 145.77 close: 145.63\n",
      "2017-06-22 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-06-23 TICK WIKI/AAPL open: 145.13 close: 146.35\n",
      "2017-06-23 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-06-26 TICK WIKI/AAPL open: 147.17 close: 145.82\n",
      "2017-06-26 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-06-27 TICK WIKI/AAPL open: 145.01 close: 143.74\n",
      "2017-06-27 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-06-28 TICK WIKI/AAPL open: 144.49 close: 145.83\n",
      "2017-06-28 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-06-29 TICK WIKI/AAPL open: 144.71 close: 143.68\n",
      "2017-06-29 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-06-30 TICK WIKI/AAPL open: 144.45 close: 144.02\n",
      "2017-06-30 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-03 TICK WIKI/AAPL open: 144.88 close: 143.5\n",
      "2017-07-03 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-05 TICK WIKI/AAPL open: 143.69 close: 144.09\n",
      "2017-07-05 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-06 TICK WIKI/AAPL open: 143.02 close: 142.73\n",
      "2017-07-06 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-07 TICK WIKI/AAPL open: 142.9 close: 144.18\n",
      "2017-07-07 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-10 TICK WIKI/AAPL open: 144.11 close: 145.06\n",
      "2017-07-10 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-11 TICK WIKI/AAPL open: 144.73 close: 145.53\n",
      "2017-07-11 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-12 TICK WIKI/AAPL open: 145.87 close: 145.74\n",
      "2017-07-12 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-13 TICK WIKI/AAPL open: 145.5 close: 147.77\n",
      "2017-07-13 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-14 TICK WIKI/AAPL open: 147.97 close: 149.04\n",
      "2017-07-14 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-17 TICK WIKI/AAPL open: 148.82 close: 149.56\n",
      "2017-07-17 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-18 TICK WIKI/AAPL open: 149.2 close: 150.08\n",
      "2017-07-18 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-19 TICK WIKI/AAPL open: 150.48 close: 151.02\n",
      "2017-07-19 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-20 TICK WIKI/AAPL open: 151.5 close: 150.34\n",
      "2017-07-20 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-21 TICK WIKI/AAPL open: 149.99 close: 150.27\n",
      "2017-07-21 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-24 TICK WIKI/AAPL open: 150.58 close: 152.09\n",
      "2017-07-24 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-25 TICK WIKI/AAPL open: 151.8 close: 152.74\n",
      "2017-07-25 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-26 TICK WIKI/AAPL open: 153.35 close: 153.46\n",
      "2017-07-26 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-27 TICK WIKI/AAPL open: 153.75 close: 150.56\n",
      "2017-07-27 BUY signal\n",
      "2017-07-27 ORDER BUY WIKI/AAPL 1\n",
      "2017-07-27 POSITION value:0.000 upnl:0.000 rpnl:1.130\n",
      "2017-07-28 TICK WIKI/AAPL open: 149.89 close: 149.5\n",
      "2017-07-28 FILLED BUY 1 WIKI/AAPL at 149.89\n",
      "2017-07-28 POSITION value:-149.890 upnl:-0.390 rpnl:1.130\n",
      "2017-07-31 TICK WIKI/AAPL open: 149.9 close: 148.85\n",
      "2017-07-31 POSITION value:-149.890 upnl:-1.040 rpnl:1.130\n",
      "2017-08-01 TICK WIKI/AAPL open: 149.1 close: 150.05\n",
      "2017-08-01 POSITION value:-149.890 upnl:0.160 rpnl:1.130\n",
      "2017-08-02 TICK WIKI/AAPL open: 159.28 close: 157.14\n",
      "2017-08-02 SELL signal\n",
      "2017-08-02 ORDER SELL WIKI/AAPL 1\n",
      "2017-08-02 POSITION value:-149.890 upnl:7.250 rpnl:1.130\n",
      "2017-08-03 TICK WIKI/AAPL open: 157.05 close: 155.57\n",
      "2017-08-03 FILLED SELL 1 WIKI/AAPL at 157.05\n",
      "2017-08-03 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-08-04 TICK WIKI/AAPL open: 156.07 close: 156.39\n",
      "2017-08-04 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-08-08 TICK WIKI/AAPL open: 158.6 close: 160.08\n",
      "2017-08-08 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-08-09 TICK WIKI/AAPL open: 159.26 close: 161.06\n",
      "2017-08-09 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-08-10 TICK WIKI/AAPL open: 159.9 close: 155.27\n",
      "2017-08-10 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-08-11 TICK WIKI/AAPL open: 156.6 close: 157.48\n",
      "2017-08-11 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-08-14 TICK WIKI/AAPL open: 159.32 close: 159.85\n",
      "2017-08-14 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-08-15 TICK WIKI/AAPL open: 160.66 close: 161.6\n",
      "2017-08-15 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-08-16 TICK WIKI/AAPL open: 161.94 close: 160.95\n",
      "2017-08-16 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-08-17 TICK WIKI/AAPL open: 160.52 close: 157.87\n",
      "2017-08-17 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-08-18 TICK WIKI/AAPL open: 157.86 close: 157.5\n",
      "2017-08-18 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-08-21 TICK WIKI/AAPL open: 157.5 close: 157.21\n",
      "2017-08-21 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-08-22 TICK WIKI/AAPL open: 158.23 close: 159.78\n",
      "2017-08-22 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-08-23 TICK WIKI/AAPL open: 159.07 close: 159.98\n",
      "2017-08-23 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-08-24 TICK WIKI/AAPL open: 160.43 close: 159.27\n",
      "2017-08-24 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-08-25 TICK WIKI/AAPL open: 159.65 close: 159.86\n",
      "2017-08-25 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-08-28 TICK WIKI/AAPL open: 160.14 close: 161.47\n",
      "2017-08-28 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-08-29 TICK WIKI/AAPL open: 160.1 close: 162.91\n",
      "2017-08-29 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-08-30 TICK WIKI/AAPL open: 163.8 close: 163.35\n",
      "2017-08-30 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-08-31 TICK WIKI/AAPL open: 163.64 close: 164.0\n",
      "2017-08-31 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-09-01 TICK WIKI/AAPL open: 164.8 close: 164.05\n",
      "2017-09-01 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-09-05 TICK WIKI/AAPL open: 163.75 close: 162.08\n",
      "2017-09-05 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-09-06 TICK WIKI/AAPL open: 162.71 close: 161.91\n",
      "2017-09-06 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-09-07 TICK WIKI/AAPL open: 162.09 close: 161.26\n",
      "2017-09-07 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-09-08 TICK WIKI/AAPL open: 160.86 close: 158.63\n",
      "2017-09-08 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-09-11 TICK WIKI/AAPL open: 160.5 close: 161.5\n",
      "2017-09-11 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-09-12 TICK WIKI/AAPL open: 162.61 close: 160.82\n",
      "2017-09-12 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-09-13 TICK WIKI/AAPL open: 159.87 close: 159.65\n",
      "2017-09-13 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-09-14 TICK WIKI/AAPL open: 158.99 close: 158.28\n",
      "2017-09-14 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-09-15 TICK WIKI/AAPL open: 158.47 close: 159.88\n",
      "2017-09-15 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-09-18 TICK WIKI/AAPL open: 160.11 close: 158.67\n",
      "2017-09-18 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-09-19 TICK WIKI/AAPL open: 159.51 close: 158.73\n",
      "2017-09-19 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-09-20 TICK WIKI/AAPL open: 157.9 close: 156.07\n",
      "2017-09-20 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-09-21 TICK WIKI/AAPL open: 155.8 close: 153.39\n",
      "2017-09-21 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-09-22 TICK WIKI/AAPL open: 152.02 close: 151.89\n",
      "2017-09-22 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-09-25 TICK WIKI/AAPL open: 149.99 close: 150.55\n",
      "2017-09-25 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-09-26 TICK WIKI/AAPL open: 151.78 close: 153.14\n",
      "2017-09-26 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-09-27 TICK WIKI/AAPL open: 153.8 close: 154.23\n",
      "2017-09-27 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-09-28 TICK WIKI/AAPL open: 153.89 close: 153.28\n",
      "2017-09-28 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-09-29 TICK WIKI/AAPL open: 153.21 close: 154.12\n",
      "2017-09-29 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-10-02 TICK WIKI/AAPL open: 154.26 close: 153.81\n",
      "2017-10-02 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-10-03 TICK WIKI/AAPL open: 154.01 close: 154.48\n",
      "2017-10-03 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-10-04 TICK WIKI/AAPL open: 153.63 close: 153.4508\n",
      "2017-10-04 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-10-05 TICK WIKI/AAPL open: 154.18 close: 155.39\n",
      "2017-10-05 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-10-06 TICK WIKI/AAPL open: 154.97 close: 155.3\n",
      "2017-10-06 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-10-09 TICK WIKI/AAPL open: 155.81 close: 155.84\n",
      "2017-10-09 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-10-10 TICK WIKI/AAPL open: 156.055 close: 155.9\n",
      "2017-10-10 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-10-11 TICK WIKI/AAPL open: 155.97 close: 156.55\n",
      "2017-10-11 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-10-12 TICK WIKI/AAPL open: 156.35 close: 156.0\n",
      "2017-10-12 POSITION value:0.000 upnl:0.000 rpnl:7.160\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2017-10-13 TICK WIKI/AAPL open: 156.73 close: 156.99\n",
      "2017-10-13 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-10-16 TICK WIKI/AAPL open: 157.9 close: 159.88\n",
      "2017-10-16 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-10-17 TICK WIKI/AAPL open: 159.78 close: 160.47\n",
      "2017-10-17 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-10-18 TICK WIKI/AAPL open: 160.42 close: 159.76\n",
      "2017-10-18 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-10-19 TICK WIKI/AAPL open: 156.75 close: 155.98\n",
      "2017-10-19 BUY signal\n",
      "2017-10-19 ORDER BUY WIKI/AAPL 1\n",
      "2017-10-19 POSITION value:0.000 upnl:0.000 rpnl:7.160\n",
      "2017-10-20 TICK WIKI/AAPL open: 156.61 close: 156.16\n",
      "2017-10-20 FILLED BUY 1 WIKI/AAPL at 156.61\n",
      "2017-10-20 POSITION value:-156.610 upnl:-0.450 rpnl:7.160\n",
      "2017-10-23 TICK WIKI/AAPL open: 156.89 close: 156.17\n",
      "2017-10-23 POSITION value:-156.610 upnl:-0.440 rpnl:7.160\n",
      "2017-10-24 TICK WIKI/AAPL open: 156.29 close: 157.1\n",
      "2017-10-24 POSITION value:-156.610 upnl:0.490 rpnl:7.160\n",
      "2017-10-25 TICK WIKI/AAPL open: 156.91 close: 156.405\n",
      "2017-10-25 POSITION value:-156.610 upnl:-0.205 rpnl:7.160\n",
      "2017-10-26 TICK WIKI/AAPL open: 157.23 close: 157.41\n",
      "2017-10-26 POSITION value:-156.610 upnl:0.800 rpnl:7.160\n",
      "2017-10-27 TICK WIKI/AAPL open: 159.29 close: 163.05\n",
      "2017-10-27 SELL signal\n",
      "2017-10-27 ORDER SELL WIKI/AAPL 1\n",
      "2017-10-27 POSITION value:-156.610 upnl:6.440 rpnl:7.160\n",
      "2017-10-30 TICK WIKI/AAPL open: 163.89 close: 166.72\n",
      "2017-10-30 FILLED SELL 1 WIKI/AAPL at 163.89\n",
      "2017-10-30 POSITION value:0.000 upnl:0.000 rpnl:7.280\n",
      "2017-10-31 TICK WIKI/AAPL open: 167.9 close: 169.04\n",
      "2017-10-31 POSITION value:0.000 upnl:0.000 rpnl:7.280\n",
      "2017-11-01 TICK WIKI/AAPL open: 169.87 close: 166.89\n",
      "2017-11-01 POSITION value:0.000 upnl:0.000 rpnl:7.280\n",
      "2017-11-02 TICK WIKI/AAPL open: 167.64 close: 168.11\n",
      "2017-11-02 POSITION value:0.000 upnl:0.000 rpnl:7.280\n",
      "2017-11-03 TICK WIKI/AAPL open: 174.0 close: 172.5\n",
      "2017-11-03 POSITION value:0.000 upnl:0.000 rpnl:7.280\n",
      "2017-11-06 TICK WIKI/AAPL open: 172.365 close: 174.25\n",
      "2017-11-06 POSITION value:0.000 upnl:0.000 rpnl:7.280\n",
      "2017-11-07 TICK WIKI/AAPL open: 173.91 close: 174.81\n",
      "2017-11-07 POSITION value:0.000 upnl:0.000 rpnl:7.280\n",
      "2017-11-09 TICK WIKI/AAPL open: 175.11 close: 175.88\n",
      "2017-11-09 POSITION value:0.000 upnl:0.000 rpnl:7.280\n",
      "2017-11-10 TICK WIKI/AAPL open: 175.11 close: 174.67\n",
      "2017-11-10 POSITION value:0.000 upnl:0.000 rpnl:7.280\n",
      "2017-11-13 TICK WIKI/AAPL open: 173.5 close: 173.97\n",
      "2017-11-13 POSITION value:0.000 upnl:0.000 rpnl:7.280\n",
      "2017-11-14 TICK WIKI/AAPL open: 173.04 close: 171.34\n",
      "2017-11-14 POSITION value:0.000 upnl:0.000 rpnl:7.280\n",
      "2017-11-15 TICK WIKI/AAPL open: 169.97 close: 169.08\n",
      "2017-11-15 POSITION value:0.000 upnl:0.000 rpnl:7.280\n",
      "2017-11-16 TICK WIKI/AAPL open: 171.18 close: 171.1\n",
      "2017-11-16 POSITION value:0.000 upnl:0.000 rpnl:7.280\n",
      "2017-11-17 TICK WIKI/AAPL open: 171.04 close: 170.15\n",
      "2017-11-17 POSITION value:0.000 upnl:0.000 rpnl:7.280\n",
      "2017-11-20 TICK WIKI/AAPL open: 170.29 close: 169.98\n",
      "2017-11-20 POSITION value:0.000 upnl:0.000 rpnl:7.280\n",
      "2017-11-21 TICK WIKI/AAPL open: 170.78 close: 173.14\n",
      "2017-11-21 POSITION value:0.000 upnl:0.000 rpnl:7.280\n",
      "2017-11-22 TICK WIKI/AAPL open: 173.36 close: 174.96\n",
      "2017-11-22 POSITION value:0.000 upnl:0.000 rpnl:7.280\n",
      "2017-11-24 TICK WIKI/AAPL open: 175.1 close: 174.97\n",
      "2017-11-24 POSITION value:0.000 upnl:0.000 rpnl:7.280\n",
      "2017-11-27 TICK WIKI/AAPL open: 175.05 close: 174.09\n",
      "2017-11-27 POSITION value:0.000 upnl:0.000 rpnl:7.280\n",
      "2017-11-28 TICK WIKI/AAPL open: 174.3 close: 173.07\n",
      "2017-11-28 POSITION value:0.000 upnl:0.000 rpnl:7.280\n",
      "2017-11-29 TICK WIKI/AAPL open: 172.63 close: 169.48\n",
      "2017-11-29 POSITION value:0.000 upnl:0.000 rpnl:7.280\n",
      "2017-11-30 TICK WIKI/AAPL open: 170.43 close: 171.85\n",
      "2017-11-30 POSITION value:0.000 upnl:0.000 rpnl:7.280\n",
      "2017-12-01 TICK WIKI/AAPL open: 169.95 close: 171.05\n",
      "2017-12-01 POSITION value:0.000 upnl:0.000 rpnl:7.280\n",
      "2017-12-04 TICK WIKI/AAPL open: 172.48 close: 169.8\n",
      "2017-12-04 POSITION value:0.000 upnl:0.000 rpnl:7.280\n",
      "2017-12-05 TICK WIKI/AAPL open: 169.06 close: 169.64\n",
      "2017-12-05 POSITION value:0.000 upnl:0.000 rpnl:7.280\n",
      "2017-12-06 TICK WIKI/AAPL open: 167.5 close: 169.01\n",
      "2017-12-06 POSITION value:0.000 upnl:0.000 rpnl:7.280\n",
      "2017-12-07 TICK WIKI/AAPL open: 169.03 close: 169.452\n",
      "2017-12-07 POSITION value:0.000 upnl:0.000 rpnl:7.280\n",
      "2017-12-08 TICK WIKI/AAPL open: 170.49 close: 169.37\n",
      "2017-12-08 POSITION value:0.000 upnl:0.000 rpnl:7.280\n",
      "2017-12-11 TICK WIKI/AAPL open: 169.2 close: 172.67\n",
      "2017-12-11 POSITION value:0.000 upnl:0.000 rpnl:7.280\n",
      "2017-12-12 TICK WIKI/AAPL open: 172.15 close: 171.7\n",
      "2017-12-12 POSITION value:0.000 upnl:0.000 rpnl:7.280\n",
      "2017-12-13 TICK WIKI/AAPL open: 172.5 close: 172.27\n",
      "2017-12-13 POSITION value:0.000 upnl:0.000 rpnl:7.280\n",
      "2017-12-14 TICK WIKI/AAPL open: 172.4 close: 172.22\n",
      "2017-12-14 POSITION value:0.000 upnl:0.000 rpnl:7.280\n",
      "2017-12-15 TICK WIKI/AAPL open: 173.63 close: 173.87\n",
      "2017-12-15 POSITION value:0.000 upnl:0.000 rpnl:7.280\n",
      "2017-12-18 TICK WIKI/AAPL open: 174.88 close: 176.42\n",
      "2017-12-18 POSITION value:0.000 upnl:0.000 rpnl:7.280\n",
      "2017-12-19 TICK WIKI/AAPL open: 175.03 close: 174.54\n",
      "2017-12-19 POSITION value:0.000 upnl:0.000 rpnl:7.280\n",
      "2017-12-20 TICK WIKI/AAPL open: 174.87 close: 174.35\n",
      "2017-12-20 POSITION value:0.000 upnl:0.000 rpnl:7.280\n",
      "2017-12-21 TICK WIKI/AAPL open: 174.17 close: 175.01\n",
      "2017-12-21 POSITION value:0.000 upnl:0.000 rpnl:7.280\n",
      "2017-12-22 TICK WIKI/AAPL open: 174.68 close: 175.01\n",
      "2017-12-22 POSITION value:0.000 upnl:0.000 rpnl:7.280\n",
      "2017-12-26 TICK WIKI/AAPL open: 170.8 close: 170.57\n",
      "2017-12-26 POSITION value:0.000 upnl:0.000 rpnl:7.280\n",
      "2017-12-27 TICK WIKI/AAPL open: 170.1 close: 170.6\n",
      "2017-12-27 POSITION value:0.000 upnl:0.000 rpnl:7.280\n",
      "2017-12-28 TICK WIKI/AAPL open: 171.0 close: 171.08\n",
      "2017-12-28 POSITION value:0.000 upnl:0.000 rpnl:7.280\n",
      "2017-12-29 TICK WIKI/AAPL open: 170.52 close: 169.23\n",
      "2017-12-29 POSITION value:0.000 upnl:0.000 rpnl:7.280\n",
      "Backtest completed.\n",
      "Backtest started...\n",
      "Processing total_ticks: 753\n",
      "2015-01-02 TICK WIKI/AAPL open: 111.39 close: 109.33\n",
      "2015-01-05 TICK WIKI/AAPL open: 108.29 close: 106.25\n",
      "2015-01-06 TICK WIKI/AAPL open: 106.54 close: 106.26\n",
      "2015-01-07 TICK WIKI/AAPL open: 107.2 close: 107.75\n",
      "2015-01-08 TICK WIKI/AAPL open: 109.23 close: 111.89\n",
      "2015-01-09 TICK WIKI/AAPL open: 112.67 close: 112.01\n",
      "2015-01-12 TICK WIKI/AAPL open: 112.6 close: 109.25\n",
      "2015-01-13 TICK WIKI/AAPL open: 111.43 close: 110.22\n",
      "2015-01-14 TICK WIKI/AAPL open: 109.04 close: 109.8\n",
      "2015-01-15 TICK WIKI/AAPL open: 110.0 close: 106.82\n",
      "2015-01-16 TICK WIKI/AAPL open: 107.03 close: 105.99\n",
      "2015-01-20 TICK WIKI/AAPL open: 107.84 close: 108.72\n",
      "2015-01-21 TICK WIKI/AAPL open: 108.95 close: 109.55\n",
      "2015-01-22 TICK WIKI/AAPL open: 110.26 close: 112.4\n",
      "2015-01-23 TICK WIKI/AAPL open: 112.3 close: 112.98\n",
      "2015-01-26 TICK WIKI/AAPL open: 113.74 close: 113.1\n",
      "2015-01-27 TICK WIKI/AAPL open: 112.42 close: 109.14\n",
      "2015-01-28 TICK WIKI/AAPL open: 117.625 close: 115.31\n",
      "2015-01-29 TICK WIKI/AAPL open: 116.32 close: 118.9\n",
      "2015-01-30 TICK WIKI/AAPL open: 118.4 close: 117.16\n",
      "2015-02-02 TICK WIKI/AAPL open: 118.05 close: 118.63\n",
      "2015-02-03 TICK WIKI/AAPL open: 118.5 close: 118.65\n",
      "2015-02-04 TICK WIKI/AAPL open: 118.5 close: 119.56\n",
      "2015-02-05 TICK WIKI/AAPL open: 120.02 close: 119.94\n",
      "2015-02-06 TICK WIKI/AAPL open: 120.02 close: 118.93\n",
      "2015-02-09 TICK WIKI/AAPL open: 118.55 close: 119.72\n",
      "2015-02-10 TICK WIKI/AAPL open: 120.17 close: 122.02\n",
      "2015-02-11 TICK WIKI/AAPL open: 122.77 close: 124.88\n",
      "2015-02-12 TICK WIKI/AAPL open: 126.06 close: 126.46\n",
      "2015-02-13 TICK WIKI/AAPL open: 127.28 close: 127.08\n",
      "2015-02-17 TICK WIKI/AAPL open: 127.49 close: 127.83\n",
      "2015-02-18 TICK WIKI/AAPL open: 127.625 close: 128.715\n",
      "2015-02-19 TICK WIKI/AAPL open: 128.48 close: 128.45\n",
      "2015-02-20 TICK WIKI/AAPL open: 128.62 close: 129.495\n",
      "2015-02-23 TICK WIKI/AAPL open: 130.02 close: 133.0\n",
      "2015-02-24 TICK WIKI/AAPL open: 132.94 close: 132.17\n",
      "2015-02-25 TICK WIKI/AAPL open: 131.56 close: 128.79\n",
      "2015-02-25 BUY signal\n",
      "2015-02-25 ORDER BUY WIKI/AAPL 1\n",
      "2015-02-26 TICK WIKI/AAPL open: 128.785 close: 130.415\n",
      "2015-02-26 FILLED BUY 1 WIKI/AAPL at 128.785\n",
      "2015-02-26 POSITION value:-128.785 upnl:1.630 rpnl:0.000\n",
      "2015-02-27 TICK WIKI/AAPL open: 130.0 close: 128.46\n",
      "2015-02-27 POSITION value:-128.785 upnl:-0.325 rpnl:0.000\n",
      "2015-03-02 TICK WIKI/AAPL open: 129.25 close: 129.09\n",
      "2015-03-02 POSITION value:-128.785 upnl:0.305 rpnl:0.000\n",
      "2015-03-03 TICK WIKI/AAPL open: 128.96 close: 129.36\n",
      "2015-03-03 POSITION value:-128.785 upnl:0.575 rpnl:0.000\n",
      "2015-03-04 TICK WIKI/AAPL open: 129.1 close: 128.54\n",
      "2015-03-04 POSITION value:-128.785 upnl:-0.245 rpnl:0.000\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2015-03-05 TICK WIKI/AAPL open: 128.58 close: 126.41\n",
      "2015-03-05 POSITION value:-128.785 upnl:-2.375 rpnl:0.000\n",
      "2015-03-06 TICK WIKI/AAPL open: 128.4 close: 126.6\n",
      "2015-03-06 POSITION value:-128.785 upnl:-2.185 rpnl:0.000\n",
      "2015-03-09 TICK WIKI/AAPL open: 127.96 close: 127.14\n",
      "2015-03-09 POSITION value:-128.785 upnl:-1.645 rpnl:0.000\n",
      "2015-03-10 TICK WIKI/AAPL open: 126.41 close: 124.51\n",
      "2015-03-10 POSITION value:-128.785 upnl:-4.275 rpnl:0.000\n",
      "2015-03-11 TICK WIKI/AAPL open: 124.75 close: 122.24\n",
      "2015-03-11 POSITION value:-128.785 upnl:-6.545 rpnl:0.000\n",
      "2015-03-12 TICK WIKI/AAPL open: 122.31 close: 124.45\n",
      "2015-03-12 POSITION value:-128.785 upnl:-4.335 rpnl:0.000\n",
      "2015-03-13 TICK WIKI/AAPL open: 124.4 close: 123.59\n",
      "2015-03-13 POSITION value:-128.785 upnl:-5.195 rpnl:0.000\n",
      "2015-03-16 TICK WIKI/AAPL open: 123.88 close: 124.95\n",
      "2015-03-16 POSITION value:-128.785 upnl:-3.835 rpnl:0.000\n",
      "2015-03-17 TICK WIKI/AAPL open: 125.9 close: 127.04\n",
      "2015-03-17 POSITION value:-128.785 upnl:-1.745 rpnl:0.000\n",
      "2015-03-18 TICK WIKI/AAPL open: 127.0 close: 128.47\n",
      "2015-03-18 POSITION value:-128.785 upnl:-0.315 rpnl:0.000\n",
      "2015-03-19 TICK WIKI/AAPL open: 128.75 close: 127.495\n",
      "2015-03-19 POSITION value:-128.785 upnl:-1.290 rpnl:0.000\n",
      "2015-03-20 TICK WIKI/AAPL open: 128.25 close: 125.9\n",
      "2015-03-20 POSITION value:-128.785 upnl:-2.885 rpnl:0.000\n",
      "2015-03-23 TICK WIKI/AAPL open: 127.12 close: 127.21\n",
      "2015-03-23 POSITION value:-128.785 upnl:-1.575 rpnl:0.000\n",
      "2015-03-24 TICK WIKI/AAPL open: 127.23 close: 126.69\n",
      "2015-03-24 POSITION value:-128.785 upnl:-2.095 rpnl:0.000\n",
      "2015-03-25 TICK WIKI/AAPL open: 126.54 close: 123.38\n",
      "2015-03-25 POSITION value:-128.785 upnl:-5.405 rpnl:0.000\n",
      "2015-03-26 TICK WIKI/AAPL open: 122.76 close: 124.24\n",
      "2015-03-26 POSITION value:-128.785 upnl:-4.545 rpnl:0.000\n",
      "2015-03-27 TICK WIKI/AAPL open: 124.57 close: 123.25\n",
      "2015-03-27 POSITION value:-128.785 upnl:-5.535 rpnl:0.000\n",
      "2015-03-30 TICK WIKI/AAPL open: 124.05 close: 126.37\n",
      "2015-03-30 POSITION value:-128.785 upnl:-2.415 rpnl:0.000\n",
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      "2015-05-01 TICK WIKI/AAPL open: 126.1 close: 128.95\n",
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      "2015-06-18 TICK WIKI/AAPL open: 127.23 close: 127.88\n",
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      "2015-06-19 TICK WIKI/AAPL open: 127.71 close: 126.6\n",
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      "2015-06-22 TICK WIKI/AAPL open: 127.49 close: 127.61\n",
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      "2015-06-23 TICK WIKI/AAPL open: 127.48 close: 127.03\n",
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      "2015-06-24 TICK WIKI/AAPL open: 127.21 close: 128.11\n",
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      "2015-06-25 TICK WIKI/AAPL open: 128.86 close: 127.5\n",
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      "2015-06-29 TICK WIKI/AAPL open: 125.46 close: 124.53\n",
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      "2015-07-01 TICK WIKI/AAPL open: 126.9 close: 126.6\n",
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    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2015-07-02 TICK WIKI/AAPL open: 126.43 close: 126.44\n",
      "2015-07-02 POSITION value:-128.785 upnl:-2.345 rpnl:0.000\n",
      "2015-07-06 TICK WIKI/AAPL open: 124.94 close: 126.0\n",
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      "2015-07-08 TICK WIKI/AAPL open: 124.48 close: 122.57\n",
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      "2015-07-13 TICK WIKI/AAPL open: 125.03 close: 125.66\n",
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      "2015-07-14 TICK WIKI/AAPL open: 126.04 close: 125.61\n",
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      "2015-09-21 TICK WIKI/AAPL open: 113.67 close: 115.21\n",
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      "2015-09-23 TICK WIKI/AAPL open: 113.63 close: 114.32\n",
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      "2015-09-24 TICK WIKI/AAPL open: 113.25 close: 115.0\n",
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      "2015-09-28 TICK WIKI/AAPL open: 113.85 close: 112.44\n",
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      "2015-09-29 TICK WIKI/AAPL open: 112.83 close: 109.06\n",
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      "2015-09-30 TICK WIKI/AAPL open: 110.17 close: 109.95\n",
      "2015-09-30 POSITION value:-128.785 upnl:-18.835 rpnl:0.000\n",
      "2015-10-01 TICK WIKI/AAPL open: 109.07 close: 109.58\n",
      "2015-10-01 POSITION value:-128.785 upnl:-19.205 rpnl:0.000\n",
      "2015-10-02 TICK WIKI/AAPL open: 108.01 close: 110.38\n",
      "2015-10-02 POSITION value:-128.785 upnl:-18.405 rpnl:0.000\n",
      "2015-10-05 TICK WIKI/AAPL open: 109.88 close: 110.78\n",
      "2015-10-05 POSITION value:-128.785 upnl:-18.005 rpnl:0.000\n",
      "2015-10-06 TICK WIKI/AAPL open: 110.63 close: 111.31\n",
      "2015-10-06 POSITION value:-128.785 upnl:-17.475 rpnl:0.000\n",
      "2015-10-07 TICK WIKI/AAPL open: 111.74 close: 110.78\n",
      "2015-10-07 POSITION value:-128.785 upnl:-18.005 rpnl:0.000\n",
      "2015-10-08 TICK WIKI/AAPL open: 110.19 close: 109.5\n",
      "2015-10-08 POSITION value:-128.785 upnl:-19.285 rpnl:0.000\n",
      "2015-10-09 TICK WIKI/AAPL open: 110.0 close: 112.12\n",
      "2015-10-09 POSITION value:-128.785 upnl:-16.665 rpnl:0.000\n",
      "2015-10-12 TICK WIKI/AAPL open: 112.73 close: 111.6\n",
      "2015-10-12 POSITION value:-128.785 upnl:-17.185 rpnl:0.000\n",
      "2015-10-13 TICK WIKI/AAPL open: 110.82 close: 111.79\n",
      "2015-10-13 POSITION value:-128.785 upnl:-16.995 rpnl:0.000\n",
      "2015-10-14 TICK WIKI/AAPL open: 111.29 close: 110.21\n",
      "2015-10-14 POSITION value:-128.785 upnl:-18.575 rpnl:0.000\n",
      "2015-10-15 TICK WIKI/AAPL open: 110.93 close: 111.86\n",
      "2015-10-15 POSITION value:-128.785 upnl:-16.925 rpnl:0.000\n",
      "2015-10-16 TICK WIKI/AAPL open: 111.78 close: 111.04\n",
      "2015-10-16 POSITION value:-128.785 upnl:-17.745 rpnl:0.000\n",
      "2015-10-19 TICK WIKI/AAPL open: 110.8 close: 111.73\n",
      "2015-10-19 POSITION value:-128.785 upnl:-17.055 rpnl:0.000\n",
      "2015-10-20 TICK WIKI/AAPL open: 111.34 close: 113.77\n",
      "2015-10-20 POSITION value:-128.785 upnl:-15.015 rpnl:0.000\n",
      "2015-10-21 TICK WIKI/AAPL open: 114.0 close: 113.76\n",
      "2015-10-21 POSITION value:-128.785 upnl:-15.025 rpnl:0.000\n",
      "2015-10-22 TICK WIKI/AAPL open: 114.33 close: 115.5\n",
      "2015-10-22 POSITION value:-128.785 upnl:-13.285 rpnl:0.000\n",
      "2015-10-23 TICK WIKI/AAPL open: 116.7 close: 119.08\n",
      "2015-10-23 POSITION value:-128.785 upnl:-9.705 rpnl:0.000\n",
      "2015-10-26 TICK WIKI/AAPL open: 118.08 close: 115.28\n",
      "2015-10-26 POSITION value:-128.785 upnl:-13.505 rpnl:0.000\n",
      "2015-10-27 TICK WIKI/AAPL open: 115.4 close: 114.55\n",
      "2015-10-27 POSITION value:-128.785 upnl:-14.235 rpnl:0.000\n",
      "2015-10-28 TICK WIKI/AAPL open: 116.93 close: 119.27\n",
      "2015-10-28 POSITION value:-128.785 upnl:-9.515 rpnl:0.000\n",
      "2015-10-29 TICK WIKI/AAPL open: 118.7 close: 120.53\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2015-10-29 POSITION value:-128.785 upnl:-8.255 rpnl:0.000\n",
      "2015-10-30 TICK WIKI/AAPL open: 120.99 close: 119.5\n",
      "2015-10-30 POSITION value:-128.785 upnl:-9.285 rpnl:0.000\n",
      "2015-11-02 TICK WIKI/AAPL open: 119.87 close: 121.18\n",
      "2015-11-02 POSITION value:-128.785 upnl:-7.605 rpnl:0.000\n",
      "2015-11-03 TICK WIKI/AAPL open: 120.79 close: 122.57\n",
      "2015-11-03 POSITION value:-128.785 upnl:-6.215 rpnl:0.000\n",
      "2015-11-04 TICK WIKI/AAPL open: 123.13 close: 122.0\n",
      "2015-11-04 POSITION value:-128.785 upnl:-6.785 rpnl:0.000\n",
      "2015-11-05 TICK WIKI/AAPL open: 121.85 close: 120.92\n",
      "2015-11-05 POSITION value:-128.785 upnl:-7.865 rpnl:0.000\n",
      "2015-11-06 TICK WIKI/AAPL open: 121.11 close: 121.06\n",
      "2015-11-06 POSITION value:-128.785 upnl:-7.725 rpnl:0.000\n",
      "2015-11-09 TICK WIKI/AAPL open: 120.96 close: 120.57\n",
      "2015-11-09 POSITION value:-128.785 upnl:-8.215 rpnl:0.000\n",
      "2015-11-10 TICK WIKI/AAPL open: 116.9 close: 116.77\n",
      "2015-11-10 POSITION value:-128.785 upnl:-12.015 rpnl:0.000\n",
      "2015-11-11 TICK WIKI/AAPL open: 116.37 close: 116.11\n",
      "2015-11-11 POSITION value:-128.785 upnl:-12.675 rpnl:0.000\n",
      "2015-11-12 TICK WIKI/AAPL open: 116.26 close: 115.72\n",
      "2015-11-12 POSITION value:-128.785 upnl:-13.065 rpnl:0.000\n",
      "2015-11-13 TICK WIKI/AAPL open: 115.2 close: 112.34\n",
      "2015-11-13 POSITION value:-128.785 upnl:-16.445 rpnl:0.000\n",
      "2015-11-16 TICK WIKI/AAPL open: 111.38 close: 114.175\n",
      "2015-11-16 POSITION value:-128.785 upnl:-14.610 rpnl:0.000\n",
      "2015-11-17 TICK WIKI/AAPL open: 114.92 close: 113.69\n",
      "2015-11-17 POSITION value:-128.785 upnl:-15.095 rpnl:0.000\n",
      "2015-11-18 TICK WIKI/AAPL open: 115.76 close: 117.29\n",
      "2015-11-18 POSITION value:-128.785 upnl:-11.495 rpnl:0.000\n",
      "2015-11-19 TICK WIKI/AAPL open: 117.64 close: 118.78\n",
      "2015-11-19 POSITION value:-128.785 upnl:-10.005 rpnl:0.000\n",
      "2015-11-20 TICK WIKI/AAPL open: 119.2 close: 119.3\n",
      "2015-11-20 POSITION value:-128.785 upnl:-9.485 rpnl:0.000\n",
      "2015-11-23 TICK WIKI/AAPL open: 119.27 close: 117.75\n",
      "2015-11-23 POSITION value:-128.785 upnl:-11.035 rpnl:0.000\n",
      "2015-11-24 TICK WIKI/AAPL open: 117.33 close: 118.88\n",
      "2015-11-24 POSITION value:-128.785 upnl:-9.905 rpnl:0.000\n",
      "2015-11-25 TICK WIKI/AAPL open: 119.21 close: 118.03\n",
      "2015-11-25 POSITION value:-128.785 upnl:-10.755 rpnl:0.000\n",
      "2015-11-27 TICK WIKI/AAPL open: 118.29 close: 117.81\n",
      "2015-11-27 POSITION value:-128.785 upnl:-10.975 rpnl:0.000\n",
      "2015-11-30 TICK WIKI/AAPL open: 117.99 close: 118.3\n",
      "2015-11-30 POSITION value:-128.785 upnl:-10.485 rpnl:0.000\n",
      "2015-12-01 TICK WIKI/AAPL open: 118.75 close: 117.34\n",
      "2015-12-01 POSITION value:-128.785 upnl:-11.445 rpnl:0.000\n",
      "2015-12-02 TICK WIKI/AAPL open: 117.05 close: 116.28\n",
      "2015-12-02 POSITION value:-128.785 upnl:-12.505 rpnl:0.000\n",
      "2015-12-03 TICK WIKI/AAPL open: 116.55 close: 115.2\n",
      "2015-12-03 POSITION value:-128.785 upnl:-13.585 rpnl:0.000\n",
      "2015-12-04 TICK WIKI/AAPL open: 115.29 close: 119.03\n",
      "2015-12-04 POSITION value:-128.785 upnl:-9.755 rpnl:0.000\n",
      "2015-12-07 TICK WIKI/AAPL open: 118.98 close: 118.28\n",
      "2015-12-07 POSITION value:-128.785 upnl:-10.505 rpnl:0.000\n",
      "2015-12-08 TICK WIKI/AAPL open: 117.52 close: 118.23\n",
      "2015-12-08 POSITION value:-128.785 upnl:-10.555 rpnl:0.000\n",
      "2015-12-09 TICK WIKI/AAPL open: 117.64 close: 115.62\n",
      "2015-12-09 POSITION value:-128.785 upnl:-13.165 rpnl:0.000\n",
      "2015-12-10 TICK WIKI/AAPL open: 116.04 close: 116.17\n",
      "2015-12-10 POSITION value:-128.785 upnl:-12.615 rpnl:0.000\n",
      "2015-12-11 TICK WIKI/AAPL open: 115.19 close: 113.18\n",
      "2015-12-11 POSITION value:-128.785 upnl:-15.605 rpnl:0.000\n",
      "2015-12-14 TICK WIKI/AAPL open: 112.18 close: 112.48\n",
      "2015-12-14 POSITION value:-128.785 upnl:-16.305 rpnl:0.000\n",
      "2015-12-15 TICK WIKI/AAPL open: 111.94 close: 110.49\n",
      "2015-12-15 POSITION value:-128.785 upnl:-18.295 rpnl:0.000\n",
      "2015-12-16 TICK WIKI/AAPL open: 111.07 close: 111.34\n",
      "2015-12-16 POSITION value:-128.785 upnl:-17.445 rpnl:0.000\n",
      "2015-12-17 TICK WIKI/AAPL open: 112.02 close: 108.98\n",
      "2015-12-17 POSITION value:-128.785 upnl:-19.805 rpnl:0.000\n",
      "2015-12-18 TICK WIKI/AAPL open: 108.91 close: 106.03\n",
      "2015-12-18 POSITION value:-128.785 upnl:-22.755 rpnl:0.000\n",
      "2015-12-21 TICK WIKI/AAPL open: 107.28 close: 107.33\n",
      "2015-12-21 POSITION value:-128.785 upnl:-21.455 rpnl:0.000\n",
      "2015-12-22 TICK WIKI/AAPL open: 107.4 close: 107.23\n",
      "2015-12-22 POSITION value:-128.785 upnl:-21.555 rpnl:0.000\n",
      "2015-12-23 TICK WIKI/AAPL open: 107.27 close: 108.61\n",
      "2015-12-23 POSITION value:-128.785 upnl:-20.175 rpnl:0.000\n",
      "2015-12-24 TICK WIKI/AAPL open: 109.0 close: 108.03\n",
      "2015-12-24 POSITION value:-128.785 upnl:-20.755 rpnl:0.000\n",
      "2015-12-28 TICK WIKI/AAPL open: 107.59 close: 106.82\n",
      "2015-12-28 POSITION value:-128.785 upnl:-21.965 rpnl:0.000\n",
      "2015-12-29 TICK WIKI/AAPL open: 106.96 close: 108.74\n",
      "2015-12-29 POSITION value:-128.785 upnl:-20.045 rpnl:0.000\n",
      "2015-12-30 TICK WIKI/AAPL open: 108.58 close: 107.32\n",
      "2015-12-30 POSITION value:-128.785 upnl:-21.465 rpnl:0.000\n",
      "2015-12-31 TICK WIKI/AAPL open: 107.01 close: 105.26\n",
      "2015-12-31 POSITION value:-128.785 upnl:-23.525 rpnl:0.000\n",
      "2016-01-04 TICK WIKI/AAPL open: 102.61 close: 105.35\n",
      "2016-01-04 POSITION value:-128.785 upnl:-23.435 rpnl:0.000\n",
      "2016-01-05 TICK WIKI/AAPL open: 105.75 close: 102.71\n",
      "2016-01-05 POSITION value:-128.785 upnl:-26.075 rpnl:0.000\n",
      "2016-01-06 TICK WIKI/AAPL open: 100.56 close: 100.7\n",
      "2016-01-06 POSITION value:-128.785 upnl:-28.085 rpnl:0.000\n",
      "2016-01-07 TICK WIKI/AAPL open: 98.68 close: 96.45\n",
      "2016-01-07 POSITION value:-128.785 upnl:-32.335 rpnl:0.000\n",
      "2016-01-08 TICK WIKI/AAPL open: 98.55 close: 96.96\n",
      "2016-01-08 POSITION value:-128.785 upnl:-31.825 rpnl:0.000\n",
      "2016-01-11 TICK WIKI/AAPL open: 98.97 close: 98.53\n",
      "2016-01-11 POSITION value:-128.785 upnl:-30.255 rpnl:0.000\n",
      "2016-01-12 TICK WIKI/AAPL open: 100.55 close: 99.96\n",
      "2016-01-12 POSITION value:-128.785 upnl:-28.825 rpnl:0.000\n",
      "2016-01-13 TICK WIKI/AAPL open: 100.32 close: 97.39\n",
      "2016-01-13 POSITION value:-128.785 upnl:-31.395 rpnl:0.000\n",
      "2016-01-14 TICK WIKI/AAPL open: 97.96 close: 99.52\n",
      "2016-01-14 POSITION value:-128.785 upnl:-29.265 rpnl:0.000\n",
      "2016-01-15 TICK WIKI/AAPL open: 96.2 close: 97.13\n",
      "2016-01-15 POSITION value:-128.785 upnl:-31.655 rpnl:0.000\n",
      "2016-01-19 TICK WIKI/AAPL open: 98.41 close: 96.66\n",
      "2016-01-19 POSITION value:-128.785 upnl:-32.125 rpnl:0.000\n",
      "2016-01-20 TICK WIKI/AAPL open: 95.1 close: 96.79\n",
      "2016-01-20 POSITION value:-128.785 upnl:-31.995 rpnl:0.000\n",
      "2016-01-21 TICK WIKI/AAPL open: 97.06 close: 96.3\n",
      "2016-01-21 POSITION value:-128.785 upnl:-32.485 rpnl:0.000\n",
      "2016-01-22 TICK WIKI/AAPL open: 98.63 close: 101.42\n",
      "2016-01-22 SELL signal\n",
      "2016-01-22 ORDER SELL WIKI/AAPL 1\n",
      "2016-01-22 POSITION value:-128.785 upnl:-27.365 rpnl:0.000\n",
      "2016-01-25 TICK WIKI/AAPL open: 101.52 close: 99.44\n",
      "2016-01-25 FILLED SELL 1 WIKI/AAPL at 101.52\n",
      "2016-01-25 POSITION value:0.000 upnl:0.000 rpnl:-27.265\n",
      "2016-01-26 TICK WIKI/AAPL open: 99.93 close: 99.99\n",
      "2016-01-26 POSITION value:0.000 upnl:0.000 rpnl:-27.265\n",
      "2016-01-27 TICK WIKI/AAPL open: 96.04 close: 93.42\n",
      "2016-01-27 BUY signal\n",
      "2016-01-27 ORDER BUY WIKI/AAPL 1\n",
      "2016-01-27 POSITION value:0.000 upnl:0.000 rpnl:-27.265\n",
      "2016-01-28 TICK WIKI/AAPL open: 93.79 close: 94.09\n",
      "2016-01-28 FILLED BUY 1 WIKI/AAPL at 93.79\n",
      "2016-01-28 POSITION value:-93.790 upnl:0.300 rpnl:-27.265\n",
      "2016-01-29 TICK WIKI/AAPL open: 94.79 close: 97.34\n",
      "2016-01-29 POSITION value:-93.790 upnl:3.550 rpnl:-27.265\n",
      "2016-02-01 TICK WIKI/AAPL open: 96.47 close: 96.43\n",
      "2016-02-01 POSITION value:-93.790 upnl:2.640 rpnl:-27.265\n",
      "2016-02-02 TICK WIKI/AAPL open: 95.42 close: 94.48\n",
      "2016-02-02 POSITION value:-93.790 upnl:0.690 rpnl:-27.265\n",
      "2016-02-03 TICK WIKI/AAPL open: 95.0 close: 96.35\n",
      "2016-02-03 POSITION value:-93.790 upnl:2.560 rpnl:-27.265\n",
      "2016-02-04 TICK WIKI/AAPL open: 95.86 close: 96.6\n",
      "2016-02-04 POSITION value:-93.790 upnl:2.810 rpnl:-27.265\n",
      "2016-02-05 TICK WIKI/AAPL open: 96.52 close: 94.02\n",
      "2016-02-05 POSITION value:-93.790 upnl:0.230 rpnl:-27.265\n",
      "2016-02-08 TICK WIKI/AAPL open: 93.13 close: 95.01\n",
      "2016-02-08 POSITION value:-93.790 upnl:1.220 rpnl:-27.265\n",
      "2016-02-09 TICK WIKI/AAPL open: 94.29 close: 94.99\n",
      "2016-02-09 POSITION value:-93.790 upnl:1.200 rpnl:-27.265\n",
      "2016-02-10 TICK WIKI/AAPL open: 95.92 close: 94.27\n",
      "2016-02-10 POSITION value:-93.790 upnl:0.480 rpnl:-27.265\n",
      "2016-02-11 TICK WIKI/AAPL open: 93.79 close: 93.7\n",
      "2016-02-11 POSITION value:-93.790 upnl:-0.090 rpnl:-27.265\n",
      "2016-02-12 TICK WIKI/AAPL open: 94.19 close: 93.99\n",
      "2016-02-12 POSITION value:-93.790 upnl:0.200 rpnl:-27.265\n",
      "2016-02-16 TICK WIKI/AAPL open: 95.02 close: 96.64\n",
      "2016-02-16 POSITION value:-93.790 upnl:2.850 rpnl:-27.265\n",
      "2016-02-17 TICK WIKI/AAPL open: 96.67 close: 98.12\n",
      "2016-02-17 POSITION value:-93.790 upnl:4.330 rpnl:-27.265\n",
      "2016-02-18 TICK WIKI/AAPL open: 98.84 close: 96.26\n",
      "2016-02-18 POSITION value:-93.790 upnl:2.470 rpnl:-27.265\n",
      "2016-02-19 TICK WIKI/AAPL open: 96.0 close: 96.04\n",
      "2016-02-19 POSITION value:-93.790 upnl:2.250 rpnl:-27.265\n",
      "2016-02-22 TICK WIKI/AAPL open: 96.31 close: 96.88\n",
      "2016-02-22 POSITION value:-93.790 upnl:3.090 rpnl:-27.265\n",
      "2016-02-23 TICK WIKI/AAPL open: 96.4 close: 94.69\n",
      "2016-02-23 POSITION value:-93.790 upnl:0.900 rpnl:-27.265\n",
      "2016-02-24 TICK WIKI/AAPL open: 93.98 close: 96.1\n",
      "2016-02-24 POSITION value:-93.790 upnl:2.310 rpnl:-27.265\n",
      "2016-02-25 TICK WIKI/AAPL open: 96.05 close: 96.76\n",
      "2016-02-25 POSITION value:-93.790 upnl:2.970 rpnl:-27.265\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2016-02-26 TICK WIKI/AAPL open: 97.2 close: 96.91\n",
      "2016-02-26 POSITION value:-93.790 upnl:3.120 rpnl:-27.265\n",
      "2016-02-29 TICK WIKI/AAPL open: 96.86 close: 96.69\n",
      "2016-02-29 POSITION value:-93.790 upnl:2.900 rpnl:-27.265\n",
      "2016-03-01 TICK WIKI/AAPL open: 97.65 close: 100.53\n",
      "2016-03-01 POSITION value:-93.790 upnl:6.740 rpnl:-27.265\n",
      "2016-03-02 TICK WIKI/AAPL open: 100.51 close: 100.75\n",
      "2016-03-02 POSITION value:-93.790 upnl:6.960 rpnl:-27.265\n",
      "2016-03-03 TICK WIKI/AAPL open: 100.58 close: 101.5\n",
      "2016-03-03 POSITION value:-93.790 upnl:7.710 rpnl:-27.265\n",
      "2016-03-04 TICK WIKI/AAPL open: 102.37 close: 103.01\n",
      "2016-03-04 POSITION value:-93.790 upnl:9.220 rpnl:-27.265\n",
      "2016-03-07 TICK WIKI/AAPL open: 102.39 close: 101.87\n",
      "2016-03-07 POSITION value:-93.790 upnl:8.080 rpnl:-27.265\n",
      "2016-03-08 TICK WIKI/AAPL open: 100.78 close: 101.03\n",
      "2016-03-08 POSITION value:-93.790 upnl:7.240 rpnl:-27.265\n",
      "2016-03-09 TICK WIKI/AAPL open: 101.31 close: 101.12\n",
      "2016-03-09 POSITION value:-93.790 upnl:7.330 rpnl:-27.265\n",
      "2016-03-10 TICK WIKI/AAPL open: 101.41 close: 101.17\n",
      "2016-03-10 POSITION value:-93.790 upnl:7.380 rpnl:-27.265\n",
      "2016-03-11 TICK WIKI/AAPL open: 102.24 close: 102.26\n",
      "2016-03-11 POSITION value:-93.790 upnl:8.470 rpnl:-27.265\n",
      "2016-03-14 TICK WIKI/AAPL open: 101.91 close: 102.52\n",
      "2016-03-14 POSITION value:-93.790 upnl:8.730 rpnl:-27.265\n",
      "2016-03-15 TICK WIKI/AAPL open: 103.96 close: 104.58\n",
      "2016-03-15 POSITION value:-93.790 upnl:10.790 rpnl:-27.265\n",
      "2016-03-16 TICK WIKI/AAPL open: 104.61 close: 105.97\n",
      "2016-03-16 POSITION value:-93.790 upnl:12.180 rpnl:-27.265\n",
      "2016-03-17 TICK WIKI/AAPL open: 105.52 close: 105.8\n",
      "2016-03-17 POSITION value:-93.790 upnl:12.010 rpnl:-27.265\n",
      "2016-03-18 TICK WIKI/AAPL open: 106.34 close: 105.92\n",
      "2016-03-18 POSITION value:-93.790 upnl:12.130 rpnl:-27.265\n",
      "2016-03-21 TICK WIKI/AAPL open: 105.93 close: 105.91\n",
      "2016-03-21 POSITION value:-93.790 upnl:12.120 rpnl:-27.265\n",
      "2016-03-22 TICK WIKI/AAPL open: 105.25 close: 106.72\n",
      "2016-03-22 POSITION value:-93.790 upnl:12.930 rpnl:-27.265\n",
      "2016-03-23 TICK WIKI/AAPL open: 106.48 close: 106.13\n",
      "2016-03-23 POSITION value:-93.790 upnl:12.340 rpnl:-27.265\n",
      "2016-03-24 TICK WIKI/AAPL open: 105.47 close: 105.67\n",
      "2016-03-24 POSITION value:-93.790 upnl:11.880 rpnl:-27.265\n",
      "2016-03-28 TICK WIKI/AAPL open: 106.0 close: 105.19\n",
      "2016-03-28 POSITION value:-93.790 upnl:11.400 rpnl:-27.265\n",
      "2016-03-29 TICK WIKI/AAPL open: 104.89 close: 107.68\n",
      "2016-03-29 POSITION value:-93.790 upnl:13.890 rpnl:-27.265\n",
      "2016-03-30 TICK WIKI/AAPL open: 108.65 close: 109.56\n",
      "2016-03-30 POSITION value:-93.790 upnl:15.770 rpnl:-27.265\n",
      "2016-03-31 TICK WIKI/AAPL open: 109.72 close: 108.99\n",
      "2016-03-31 POSITION value:-93.790 upnl:15.200 rpnl:-27.265\n",
      "2016-04-01 TICK WIKI/AAPL open: 108.78 close: 109.99\n",
      "2016-04-01 POSITION value:-93.790 upnl:16.200 rpnl:-27.265\n",
      "2016-04-04 TICK WIKI/AAPL open: 110.42 close: 111.12\n",
      "2016-04-04 POSITION value:-93.790 upnl:17.330 rpnl:-27.265\n",
      "2016-04-05 TICK WIKI/AAPL open: 109.51 close: 109.81\n",
      "2016-04-05 POSITION value:-93.790 upnl:16.020 rpnl:-27.265\n",
      "2016-04-06 TICK WIKI/AAPL open: 110.23 close: 110.96\n",
      "2016-04-06 POSITION value:-93.790 upnl:17.170 rpnl:-27.265\n",
      "2016-04-07 TICK WIKI/AAPL open: 109.95 close: 108.54\n",
      "2016-04-07 POSITION value:-93.790 upnl:14.750 rpnl:-27.265\n",
      "2016-04-08 TICK WIKI/AAPL open: 108.91 close: 108.66\n",
      "2016-04-08 POSITION value:-93.790 upnl:14.870 rpnl:-27.265\n",
      "2016-04-11 TICK WIKI/AAPL open: 108.97 close: 109.02\n",
      "2016-04-11 POSITION value:-93.790 upnl:15.230 rpnl:-27.265\n",
      "2016-04-12 TICK WIKI/AAPL open: 109.34 close: 110.44\n",
      "2016-04-12 POSITION value:-93.790 upnl:16.650 rpnl:-27.265\n",
      "2016-04-13 TICK WIKI/AAPL open: 110.8 close: 112.04\n",
      "2016-04-13 POSITION value:-93.790 upnl:18.250 rpnl:-27.265\n",
      "2016-04-14 TICK WIKI/AAPL open: 111.62 close: 112.1\n",
      "2016-04-14 POSITION value:-93.790 upnl:18.310 rpnl:-27.265\n",
      "2016-04-15 TICK WIKI/AAPL open: 112.11 close: 109.85\n",
      "2016-04-15 POSITION value:-93.790 upnl:16.060 rpnl:-27.265\n",
      "2016-04-18 TICK WIKI/AAPL open: 108.89 close: 107.48\n",
      "2016-04-18 POSITION value:-93.790 upnl:13.690 rpnl:-27.265\n",
      "2016-04-19 TICK WIKI/AAPL open: 107.88 close: 106.91\n",
      "2016-04-19 POSITION value:-93.790 upnl:13.120 rpnl:-27.265\n",
      "2016-04-20 TICK WIKI/AAPL open: 106.64 close: 107.13\n",
      "2016-04-20 POSITION value:-93.790 upnl:13.340 rpnl:-27.265\n",
      "2016-04-21 TICK WIKI/AAPL open: 106.93 close: 105.97\n",
      "2016-04-21 POSITION value:-93.790 upnl:12.180 rpnl:-27.265\n",
      "2016-04-22 TICK WIKI/AAPL open: 105.01 close: 105.68\n",
      "2016-04-22 POSITION value:-93.790 upnl:11.890 rpnl:-27.265\n",
      "2016-04-25 TICK WIKI/AAPL open: 105.0 close: 105.08\n",
      "2016-04-25 POSITION value:-93.790 upnl:11.290 rpnl:-27.265\n",
      "2016-04-26 TICK WIKI/AAPL open: 103.91 close: 104.35\n",
      "2016-04-26 POSITION value:-93.790 upnl:10.560 rpnl:-27.265\n",
      "2016-04-27 TICK WIKI/AAPL open: 96.0 close: 97.82\n",
      "2016-04-27 POSITION value:-93.790 upnl:4.030 rpnl:-27.265\n",
      "2016-04-28 TICK WIKI/AAPL open: 97.61 close: 94.83\n",
      "2016-04-28 POSITION value:-93.790 upnl:1.040 rpnl:-27.265\n",
      "2016-04-29 TICK WIKI/AAPL open: 93.99 close: 93.74\n",
      "2016-04-29 POSITION value:-93.790 upnl:-0.050 rpnl:-27.265\n",
      "2016-05-02 TICK WIKI/AAPL open: 93.965 close: 93.64\n",
      "2016-05-02 POSITION value:-93.790 upnl:-0.150 rpnl:-27.265\n",
      "2016-05-03 TICK WIKI/AAPL open: 94.2 close: 95.18\n",
      "2016-05-03 POSITION value:-93.790 upnl:1.390 rpnl:-27.265\n",
      "2016-05-04 TICK WIKI/AAPL open: 95.2 close: 94.19\n",
      "2016-05-04 POSITION value:-93.790 upnl:0.400 rpnl:-27.265\n",
      "2016-05-05 TICK WIKI/AAPL open: 94.0 close: 93.24\n",
      "2016-05-05 POSITION value:-93.790 upnl:-0.550 rpnl:-27.265\n",
      "2016-05-06 TICK WIKI/AAPL open: 93.37 close: 92.72\n",
      "2016-05-06 POSITION value:-93.790 upnl:-1.070 rpnl:-27.265\n",
      "2016-05-09 TICK WIKI/AAPL open: 93.0 close: 92.79\n",
      "2016-05-09 POSITION value:-93.790 upnl:-1.000 rpnl:-27.265\n",
      "2016-05-10 TICK WIKI/AAPL open: 93.33 close: 93.42\n",
      "2016-05-10 POSITION value:-93.790 upnl:-0.370 rpnl:-27.265\n",
      "2016-05-11 TICK WIKI/AAPL open: 93.48 close: 92.51\n",
      "2016-05-11 POSITION value:-93.790 upnl:-1.280 rpnl:-27.265\n",
      "2016-05-12 TICK WIKI/AAPL open: 92.72 close: 90.34\n",
      "2016-05-12 POSITION value:-93.790 upnl:-3.450 rpnl:-27.265\n",
      "2016-05-13 TICK WIKI/AAPL open: 90.0 close: 90.52\n",
      "2016-05-13 POSITION value:-93.790 upnl:-3.270 rpnl:-27.265\n",
      "2016-05-16 TICK WIKI/AAPL open: 92.39 close: 93.88\n",
      "2016-05-16 POSITION value:-93.790 upnl:0.090 rpnl:-27.265\n",
      "2016-05-17 TICK WIKI/AAPL open: 94.55 close: 93.49\n",
      "2016-05-17 POSITION value:-93.790 upnl:-0.300 rpnl:-27.265\n",
      "2016-05-18 TICK WIKI/AAPL open: 94.16 close: 94.56\n",
      "2016-05-18 POSITION value:-93.790 upnl:0.770 rpnl:-27.265\n",
      "2016-05-19 TICK WIKI/AAPL open: 94.64 close: 94.2\n",
      "2016-05-19 POSITION value:-93.790 upnl:0.410 rpnl:-27.265\n",
      "2016-05-20 TICK WIKI/AAPL open: 94.64 close: 95.22\n",
      "2016-05-20 POSITION value:-93.790 upnl:1.430 rpnl:-27.265\n",
      "2016-05-23 TICK WIKI/AAPL open: 95.87 close: 96.43\n",
      "2016-05-23 POSITION value:-93.790 upnl:2.640 rpnl:-27.265\n",
      "2016-05-24 TICK WIKI/AAPL open: 97.22 close: 97.9\n",
      "2016-05-24 POSITION value:-93.790 upnl:4.110 rpnl:-27.265\n",
      "2016-05-25 TICK WIKI/AAPL open: 98.67 close: 99.62\n",
      "2016-05-25 POSITION value:-93.790 upnl:5.830 rpnl:-27.265\n",
      "2016-05-26 TICK WIKI/AAPL open: 99.68 close: 100.41\n",
      "2016-05-26 POSITION value:-93.790 upnl:6.620 rpnl:-27.265\n",
      "2016-05-27 TICK WIKI/AAPL open: 99.44 close: 100.35\n",
      "2016-05-27 POSITION value:-93.790 upnl:6.560 rpnl:-27.265\n",
      "2016-05-31 TICK WIKI/AAPL open: 99.6 close: 99.86\n",
      "2016-05-31 POSITION value:-93.790 upnl:6.070 rpnl:-27.265\n",
      "2016-06-01 TICK WIKI/AAPL open: 99.02 close: 98.46\n",
      "2016-06-01 POSITION value:-93.790 upnl:4.670 rpnl:-27.265\n",
      "2016-06-02 TICK WIKI/AAPL open: 97.6 close: 97.72\n",
      "2016-06-02 POSITION value:-93.790 upnl:3.930 rpnl:-27.265\n",
      "2016-06-03 TICK WIKI/AAPL open: 97.79 close: 97.92\n",
      "2016-06-03 POSITION value:-93.790 upnl:4.130 rpnl:-27.265\n",
      "2016-06-06 TICK WIKI/AAPL open: 97.99 close: 98.63\n",
      "2016-06-06 POSITION value:-93.790 upnl:4.840 rpnl:-27.265\n",
      "2016-06-07 TICK WIKI/AAPL open: 99.25 close: 99.03\n",
      "2016-06-07 POSITION value:-93.790 upnl:5.240 rpnl:-27.265\n",
      "2016-06-08 TICK WIKI/AAPL open: 99.02 close: 98.94\n",
      "2016-06-08 POSITION value:-93.790 upnl:5.150 rpnl:-27.265\n",
      "2016-06-09 TICK WIKI/AAPL open: 98.5 close: 99.65\n",
      "2016-06-09 POSITION value:-93.790 upnl:5.860 rpnl:-27.265\n",
      "2016-06-10 TICK WIKI/AAPL open: 98.53 close: 98.83\n",
      "2016-06-10 POSITION value:-93.790 upnl:5.040 rpnl:-27.265\n",
      "2016-06-13 TICK WIKI/AAPL open: 98.69 close: 97.34\n",
      "2016-06-13 POSITION value:-93.790 upnl:3.550 rpnl:-27.265\n",
      "2016-06-14 TICK WIKI/AAPL open: 97.32 close: 97.46\n",
      "2016-06-14 POSITION value:-93.790 upnl:3.670 rpnl:-27.265\n",
      "2016-06-15 TICK WIKI/AAPL open: 97.82 close: 97.14\n",
      "2016-06-15 POSITION value:-93.790 upnl:3.350 rpnl:-27.265\n",
      "2016-06-16 TICK WIKI/AAPL open: 96.45 close: 97.55\n",
      "2016-06-16 POSITION value:-93.790 upnl:3.760 rpnl:-27.265\n",
      "2016-06-17 TICK WIKI/AAPL open: 96.62 close: 95.33\n",
      "2016-06-17 POSITION value:-93.790 upnl:1.540 rpnl:-27.265\n",
      "2016-06-20 TICK WIKI/AAPL open: 96.0 close: 95.1\n",
      "2016-06-20 POSITION value:-93.790 upnl:1.310 rpnl:-27.265\n",
      "2016-06-21 TICK WIKI/AAPL open: 94.94 close: 95.91\n",
      "2016-06-21 POSITION value:-93.790 upnl:2.120 rpnl:-27.265\n",
      "2016-06-22 TICK WIKI/AAPL open: 96.25 close: 95.55\n",
      "2016-06-22 POSITION value:-93.790 upnl:1.760 rpnl:-27.265\n",
      "2016-06-23 TICK WIKI/AAPL open: 95.94 close: 96.1\n",
      "2016-06-23 POSITION value:-93.790 upnl:2.310 rpnl:-27.265\n",
      "2016-06-24 TICK WIKI/AAPL open: 92.91 close: 93.4\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2016-06-24 POSITION value:-93.790 upnl:-0.390 rpnl:-27.265\n",
      "2016-06-27 TICK WIKI/AAPL open: 93.0 close: 92.04\n",
      "2016-06-27 POSITION value:-93.790 upnl:-1.750 rpnl:-27.265\n",
      "2016-06-28 TICK WIKI/AAPL open: 92.9 close: 93.59\n",
      "2016-06-28 POSITION value:-93.790 upnl:-0.200 rpnl:-27.265\n",
      "2016-06-29 TICK WIKI/AAPL open: 93.97 close: 94.4\n",
      "2016-06-29 POSITION value:-93.790 upnl:0.610 rpnl:-27.265\n",
      "2016-06-30 TICK WIKI/AAPL open: 94.44 close: 95.6\n",
      "2016-06-30 POSITION value:-93.790 upnl:1.810 rpnl:-27.265\n",
      "2016-07-01 TICK WIKI/AAPL open: 95.49 close: 95.89\n",
      "2016-07-01 POSITION value:-93.790 upnl:2.100 rpnl:-27.265\n",
      "2016-07-05 TICK WIKI/AAPL open: 95.39 close: 94.99\n",
      "2016-07-05 POSITION value:-93.790 upnl:1.200 rpnl:-27.265\n",
      "2016-07-06 TICK WIKI/AAPL open: 94.6 close: 95.53\n",
      "2016-07-06 POSITION value:-93.790 upnl:1.740 rpnl:-27.265\n",
      "2016-07-07 TICK WIKI/AAPL open: 95.7 close: 95.94\n",
      "2016-07-07 POSITION value:-93.790 upnl:2.150 rpnl:-27.265\n",
      "2016-07-08 TICK WIKI/AAPL open: 96.49 close: 96.68\n",
      "2016-07-08 POSITION value:-93.790 upnl:2.890 rpnl:-27.265\n",
      "2016-07-11 TICK WIKI/AAPL open: 96.75 close: 96.98\n",
      "2016-07-11 POSITION value:-93.790 upnl:3.190 rpnl:-27.265\n",
      "2016-07-12 TICK WIKI/AAPL open: 97.17 close: 97.42\n",
      "2016-07-12 POSITION value:-93.790 upnl:3.630 rpnl:-27.265\n",
      "2016-07-13 TICK WIKI/AAPL open: 97.41 close: 96.87\n",
      "2016-07-13 POSITION value:-93.790 upnl:3.080 rpnl:-27.265\n",
      "2016-07-14 TICK WIKI/AAPL open: 97.39 close: 98.79\n",
      "2016-07-14 POSITION value:-93.790 upnl:5.000 rpnl:-27.265\n",
      "2016-07-15 TICK WIKI/AAPL open: 98.92 close: 98.78\n",
      "2016-07-15 POSITION value:-93.790 upnl:4.990 rpnl:-27.265\n",
      "2016-07-18 TICK WIKI/AAPL open: 98.7 close: 99.83\n",
      "2016-07-18 POSITION value:-93.790 upnl:6.040 rpnl:-27.265\n",
      "2016-07-19 TICK WIKI/AAPL open: 99.56 close: 99.87\n",
      "2016-07-19 POSITION value:-93.790 upnl:6.080 rpnl:-27.265\n",
      "2016-07-20 TICK WIKI/AAPL open: 100.0 close: 99.96\n",
      "2016-07-20 POSITION value:-93.790 upnl:6.170 rpnl:-27.265\n",
      "2016-07-21 TICK WIKI/AAPL open: 99.83 close: 99.43\n",
      "2016-07-21 POSITION value:-93.790 upnl:5.640 rpnl:-27.265\n",
      "2016-07-22 TICK WIKI/AAPL open: 99.26 close: 98.66\n",
      "2016-07-22 POSITION value:-93.790 upnl:4.870 rpnl:-27.265\n",
      "2016-07-25 TICK WIKI/AAPL open: 98.25 close: 97.34\n",
      "2016-07-25 POSITION value:-93.790 upnl:3.550 rpnl:-27.265\n",
      "2016-07-26 TICK WIKI/AAPL open: 96.82 close: 96.67\n",
      "2016-07-26 POSITION value:-93.790 upnl:2.880 rpnl:-27.265\n",
      "2016-07-27 TICK WIKI/AAPL open: 104.265 close: 102.95\n",
      "2016-07-27 SELL signal\n",
      "2016-07-27 ORDER SELL WIKI/AAPL 1\n",
      "2016-07-27 POSITION value:-93.790 upnl:9.160 rpnl:-27.265\n",
      "2016-07-28 TICK WIKI/AAPL open: 102.83 close: 104.34\n",
      "2016-07-28 FILLED SELL 1 WIKI/AAPL at 102.83\n",
      "2016-07-28 POSITION value:0.000 upnl:0.000 rpnl:9.040\n",
      "2016-07-29 TICK WIKI/AAPL open: 104.19 close: 104.21\n",
      "2016-07-29 POSITION value:0.000 upnl:0.000 rpnl:9.040\n",
      "2016-08-01 TICK WIKI/AAPL open: 104.41 close: 106.05\n",
      "2016-08-01 POSITION value:0.000 upnl:0.000 rpnl:9.040\n",
      "2016-08-02 TICK WIKI/AAPL open: 106.05 close: 104.48\n",
      "2016-08-02 POSITION value:0.000 upnl:0.000 rpnl:9.040\n",
      "2016-08-03 TICK WIKI/AAPL open: 104.81 close: 105.79\n",
      "2016-08-03 POSITION value:0.000 upnl:0.000 rpnl:9.040\n",
      "2016-08-04 TICK WIKI/AAPL open: 105.58 close: 105.87\n",
      "2016-08-04 POSITION value:0.000 upnl:0.000 rpnl:9.040\n",
      "2016-08-05 TICK WIKI/AAPL open: 106.27 close: 107.48\n",
      "2016-08-05 POSITION value:0.000 upnl:0.000 rpnl:9.040\n",
      "2016-08-08 TICK WIKI/AAPL open: 107.52 close: 108.37\n",
      "2016-08-08 POSITION value:0.000 upnl:0.000 rpnl:9.040\n",
      "2016-08-09 TICK WIKI/AAPL open: 108.23 close: 108.81\n",
      "2016-08-09 POSITION value:0.000 upnl:0.000 rpnl:9.040\n",
      "2016-08-10 TICK WIKI/AAPL open: 108.71 close: 108.0\n",
      "2016-08-10 POSITION value:0.000 upnl:0.000 rpnl:9.040\n",
      "2016-08-11 TICK WIKI/AAPL open: 108.52 close: 107.93\n",
      "2016-08-11 POSITION value:0.000 upnl:0.000 rpnl:9.040\n",
      "2016-08-12 TICK WIKI/AAPL open: 107.78 close: 108.18\n",
      "2016-08-12 POSITION value:0.000 upnl:0.000 rpnl:9.040\n",
      "2016-08-15 TICK WIKI/AAPL open: 108.14 close: 109.48\n",
      "2016-08-15 POSITION value:0.000 upnl:0.000 rpnl:9.040\n",
      "2016-08-16 TICK WIKI/AAPL open: 109.63 close: 109.38\n",
      "2016-08-16 POSITION value:0.000 upnl:0.000 rpnl:9.040\n",
      "2016-08-17 TICK WIKI/AAPL open: 109.1 close: 109.22\n",
      "2016-08-17 POSITION value:0.000 upnl:0.000 rpnl:9.040\n",
      "2016-08-18 TICK WIKI/AAPL open: 109.23 close: 109.08\n",
      "2016-08-18 POSITION value:0.000 upnl:0.000 rpnl:9.040\n",
      "2016-08-19 TICK WIKI/AAPL open: 108.77 close: 109.36\n",
      "2016-08-19 POSITION value:0.000 upnl:0.000 rpnl:9.040\n",
      "2016-08-22 TICK WIKI/AAPL open: 108.86 close: 108.51\n",
      "2016-08-22 POSITION value:0.000 upnl:0.000 rpnl:9.040\n",
      "2016-08-23 TICK WIKI/AAPL open: 108.59 close: 108.85\n",
      "2016-08-23 POSITION value:0.000 upnl:0.000 rpnl:9.040\n",
      "2016-08-24 TICK WIKI/AAPL open: 108.565 close: 108.03\n",
      "2016-08-24 POSITION value:0.000 upnl:0.000 rpnl:9.040\n",
      "2016-08-25 TICK WIKI/AAPL open: 107.39 close: 107.57\n",
      "2016-08-25 POSITION value:0.000 upnl:0.000 rpnl:9.040\n",
      "2016-08-26 TICK WIKI/AAPL open: 107.41 close: 106.94\n",
      "2016-08-26 POSITION value:0.000 upnl:0.000 rpnl:9.040\n",
      "2016-08-29 TICK WIKI/AAPL open: 106.62 close: 106.82\n",
      "2016-08-29 POSITION value:0.000 upnl:0.000 rpnl:9.040\n",
      "2016-08-30 TICK WIKI/AAPL open: 105.8 close: 106.0\n",
      "2016-08-30 POSITION value:0.000 upnl:0.000 rpnl:9.040\n",
      "2016-08-31 TICK WIKI/AAPL open: 105.66 close: 106.1\n",
      "2016-08-31 POSITION value:0.000 upnl:0.000 rpnl:9.040\n",
      "2016-09-01 TICK WIKI/AAPL open: 106.14 close: 106.73\n",
      "2016-09-01 POSITION value:0.000 upnl:0.000 rpnl:9.040\n",
      "2016-09-02 TICK WIKI/AAPL open: 107.7 close: 107.73\n",
      "2016-09-02 POSITION value:0.000 upnl:0.000 rpnl:9.040\n",
      "2016-09-06 TICK WIKI/AAPL open: 107.9 close: 107.7\n",
      "2016-09-06 POSITION value:0.000 upnl:0.000 rpnl:9.040\n",
      "2016-09-07 TICK WIKI/AAPL open: 107.83 close: 108.36\n",
      "2016-09-07 POSITION value:0.000 upnl:0.000 rpnl:9.040\n",
      "2016-09-08 TICK WIKI/AAPL open: 107.25 close: 105.52\n",
      "2016-09-08 BUY signal\n",
      "2016-09-08 ORDER BUY WIKI/AAPL 1\n",
      "2016-09-08 POSITION value:0.000 upnl:0.000 rpnl:9.040\n",
      "2016-09-09 TICK WIKI/AAPL open: 104.64 close: 103.13\n",
      "2016-09-09 FILLED BUY 1 WIKI/AAPL at 104.64\n",
      "2016-09-09 POSITION value:-104.640 upnl:-1.510 rpnl:9.040\n",
      "2016-09-12 TICK WIKI/AAPL open: 102.65 close: 105.44\n",
      "2016-09-12 POSITION value:-104.640 upnl:0.800 rpnl:9.040\n",
      "2016-09-13 TICK WIKI/AAPL open: 107.51 close: 107.95\n",
      "2016-09-13 POSITION value:-104.640 upnl:3.310 rpnl:9.040\n",
      "2016-09-14 TICK WIKI/AAPL open: 108.73 close: 111.77\n",
      "2016-09-14 POSITION value:-104.640 upnl:7.130 rpnl:9.040\n",
      "2016-09-15 TICK WIKI/AAPL open: 113.86 close: 115.57\n",
      "2016-09-15 POSITION value:-104.640 upnl:10.930 rpnl:9.040\n",
      "2016-09-16 TICK WIKI/AAPL open: 115.12 close: 114.92\n",
      "2016-09-16 POSITION value:-104.640 upnl:10.280 rpnl:9.040\n",
      "2016-09-19 TICK WIKI/AAPL open: 115.19 close: 113.58\n",
      "2016-09-19 POSITION value:-104.640 upnl:8.940 rpnl:9.040\n",
      "2016-09-20 TICK WIKI/AAPL open: 113.05 close: 113.57\n",
      "2016-09-20 POSITION value:-104.640 upnl:8.930 rpnl:9.040\n",
      "2016-09-21 TICK WIKI/AAPL open: 113.85 close: 113.55\n",
      "2016-09-21 POSITION value:-104.640 upnl:8.910 rpnl:9.040\n",
      "2016-09-22 TICK WIKI/AAPL open: 114.35 close: 114.62\n",
      "2016-09-22 POSITION value:-104.640 upnl:9.980 rpnl:9.040\n",
      "2016-09-23 TICK WIKI/AAPL open: 114.42 close: 112.71\n",
      "2016-09-23 POSITION value:-104.640 upnl:8.070 rpnl:9.040\n",
      "2016-09-26 TICK WIKI/AAPL open: 111.64 close: 112.88\n",
      "2016-09-26 POSITION value:-104.640 upnl:8.240 rpnl:9.040\n",
      "2016-09-27 TICK WIKI/AAPL open: 113.0 close: 113.09\n",
      "2016-09-27 POSITION value:-104.640 upnl:8.450 rpnl:9.040\n",
      "2016-09-28 TICK WIKI/AAPL open: 113.69 close: 113.95\n",
      "2016-09-28 POSITION value:-104.640 upnl:9.310 rpnl:9.040\n",
      "2016-09-29 TICK WIKI/AAPL open: 113.16 close: 112.18\n",
      "2016-09-29 POSITION value:-104.640 upnl:7.540 rpnl:9.040\n",
      "2016-09-30 TICK WIKI/AAPL open: 112.46 close: 113.05\n",
      "2016-09-30 POSITION value:-104.640 upnl:8.410 rpnl:9.040\n",
      "2016-10-03 TICK WIKI/AAPL open: 112.71 close: 112.52\n",
      "2016-10-03 POSITION value:-104.640 upnl:7.880 rpnl:9.040\n",
      "2016-10-04 TICK WIKI/AAPL open: 113.06 close: 113.0\n",
      "2016-10-04 POSITION value:-104.640 upnl:8.360 rpnl:9.040\n",
      "2016-10-05 TICK WIKI/AAPL open: 113.4 close: 113.05\n",
      "2016-10-05 POSITION value:-104.640 upnl:8.410 rpnl:9.040\n",
      "2016-10-06 TICK WIKI/AAPL open: 113.7 close: 113.89\n",
      "2016-10-06 POSITION value:-104.640 upnl:9.250 rpnl:9.040\n",
      "2016-10-07 TICK WIKI/AAPL open: 114.31 close: 114.06\n",
      "2016-10-07 POSITION value:-104.640 upnl:9.420 rpnl:9.040\n",
      "2016-10-10 TICK WIKI/AAPL open: 115.02 close: 116.05\n",
      "2016-10-10 POSITION value:-104.640 upnl:11.410 rpnl:9.040\n",
      "2016-10-11 TICK WIKI/AAPL open: 117.7 close: 116.3\n",
      "2016-10-11 POSITION value:-104.640 upnl:11.660 rpnl:9.040\n",
      "2016-10-12 TICK WIKI/AAPL open: 117.35 close: 117.34\n",
      "2016-10-12 POSITION value:-104.640 upnl:12.700 rpnl:9.040\n",
      "2016-10-13 TICK WIKI/AAPL open: 116.79 close: 116.98\n",
      "2016-10-13 POSITION value:-104.640 upnl:12.340 rpnl:9.040\n",
      "2016-10-14 TICK WIKI/AAPL open: 117.88 close: 117.63\n",
      "2016-10-14 POSITION value:-104.640 upnl:12.990 rpnl:9.040\n",
      "2016-10-17 TICK WIKI/AAPL open: 117.33 close: 117.55\n",
      "2016-10-17 POSITION value:-104.640 upnl:12.910 rpnl:9.040\n",
      "2016-10-18 TICK WIKI/AAPL open: 118.18 close: 117.47\n",
      "2016-10-18 POSITION value:-104.640 upnl:12.830 rpnl:9.040\n",
      "2016-10-19 TICK WIKI/AAPL open: 117.25 close: 117.12\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2016-10-19 POSITION value:-104.640 upnl:12.480 rpnl:9.040\n",
      "2016-10-20 TICK WIKI/AAPL open: 116.86 close: 117.06\n",
      "2016-10-20 POSITION value:-104.640 upnl:12.420 rpnl:9.040\n",
      "2016-10-21 TICK WIKI/AAPL open: 116.81 close: 116.6\n",
      "2016-10-21 POSITION value:-104.640 upnl:11.960 rpnl:9.040\n",
      "2016-10-24 TICK WIKI/AAPL open: 117.1 close: 117.65\n",
      "2016-10-24 POSITION value:-104.640 upnl:13.010 rpnl:9.040\n",
      "2016-10-25 TICK WIKI/AAPL open: 117.95 close: 118.25\n",
      "2016-10-25 POSITION value:-104.640 upnl:13.610 rpnl:9.040\n",
      "2016-10-26 TICK WIKI/AAPL open: 114.31 close: 115.59\n",
      "2016-10-26 POSITION value:-104.640 upnl:10.950 rpnl:9.040\n",
      "2016-10-27 TICK WIKI/AAPL open: 115.39 close: 114.48\n",
      "2016-10-27 POSITION value:-104.640 upnl:9.840 rpnl:9.040\n",
      "2016-10-28 TICK WIKI/AAPL open: 113.87 close: 113.72\n",
      "2016-10-28 POSITION value:-104.640 upnl:9.080 rpnl:9.040\n",
      "2016-10-31 TICK WIKI/AAPL open: 113.65 close: 113.54\n",
      "2016-10-31 POSITION value:-104.640 upnl:8.900 rpnl:9.040\n",
      "2016-11-01 TICK WIKI/AAPL open: 113.46 close: 111.49\n",
      "2016-11-01 POSITION value:-104.640 upnl:6.850 rpnl:9.040\n",
      "2016-11-02 TICK WIKI/AAPL open: 111.4 close: 111.59\n",
      "2016-11-02 POSITION value:-104.640 upnl:6.950 rpnl:9.040\n",
      "2016-11-03 TICK WIKI/AAPL open: 110.98 close: 109.83\n",
      "2016-11-03 POSITION value:-104.640 upnl:5.190 rpnl:9.040\n",
      "2016-11-04 TICK WIKI/AAPL open: 108.53 close: 108.84\n",
      "2016-11-04 POSITION value:-104.640 upnl:4.200 rpnl:9.040\n",
      "2016-11-07 TICK WIKI/AAPL open: 110.08 close: 110.41\n",
      "2016-11-07 POSITION value:-104.640 upnl:5.770 rpnl:9.040\n",
      "2016-11-08 TICK WIKI/AAPL open: 110.31 close: 111.06\n",
      "2016-11-08 POSITION value:-104.640 upnl:6.420 rpnl:9.040\n",
      "2016-11-09 TICK WIKI/AAPL open: 109.88 close: 110.88\n",
      "2016-11-09 POSITION value:-104.640 upnl:6.240 rpnl:9.040\n",
      "2016-11-10 TICK WIKI/AAPL open: 111.09 close: 107.79\n",
      "2016-11-10 POSITION value:-104.640 upnl:3.150 rpnl:9.040\n",
      "2016-11-11 TICK WIKI/AAPL open: 106.92 close: 108.43\n",
      "2016-11-11 POSITION value:-104.640 upnl:3.790 rpnl:9.040\n",
      "2016-11-14 TICK WIKI/AAPL open: 107.32 close: 105.71\n",
      "2016-11-14 POSITION value:-104.640 upnl:1.070 rpnl:9.040\n",
      "2016-11-15 TICK WIKI/AAPL open: 106.57 close: 107.11\n",
      "2016-11-15 POSITION value:-104.640 upnl:2.470 rpnl:9.040\n",
      "2016-11-16 TICK WIKI/AAPL open: 106.7 close: 109.99\n",
      "2016-11-16 POSITION value:-104.640 upnl:5.350 rpnl:9.040\n",
      "2016-11-17 TICK WIKI/AAPL open: 109.81 close: 109.95\n",
      "2016-11-17 POSITION value:-104.640 upnl:5.310 rpnl:9.040\n",
      "2016-11-18 TICK WIKI/AAPL open: 109.72 close: 110.06\n",
      "2016-11-18 POSITION value:-104.640 upnl:5.420 rpnl:9.040\n",
      "2016-11-21 TICK WIKI/AAPL open: 110.12 close: 111.73\n",
      "2016-11-21 POSITION value:-104.640 upnl:7.090 rpnl:9.040\n",
      "2016-11-22 TICK WIKI/AAPL open: 111.95 close: 111.8\n",
      "2016-11-22 POSITION value:-104.640 upnl:7.160 rpnl:9.040\n",
      "2016-11-23 TICK WIKI/AAPL open: 111.36 close: 111.23\n",
      "2016-11-23 POSITION value:-104.640 upnl:6.590 rpnl:9.040\n",
      "2016-11-25 TICK WIKI/AAPL open: 111.13 close: 111.79\n",
      "2016-11-25 POSITION value:-104.640 upnl:7.150 rpnl:9.040\n",
      "2016-11-28 TICK WIKI/AAPL open: 111.43 close: 111.57\n",
      "2016-11-28 POSITION value:-104.640 upnl:6.930 rpnl:9.040\n",
      "2016-11-29 TICK WIKI/AAPL open: 110.78 close: 111.46\n",
      "2016-11-29 POSITION value:-104.640 upnl:6.820 rpnl:9.040\n",
      "2016-11-30 TICK WIKI/AAPL open: 111.56 close: 110.52\n",
      "2016-11-30 POSITION value:-104.640 upnl:5.880 rpnl:9.040\n",
      "2016-12-01 TICK WIKI/AAPL open: 110.365 close: 109.49\n",
      "2016-12-01 POSITION value:-104.640 upnl:4.850 rpnl:9.040\n",
      "2016-12-02 TICK WIKI/AAPL open: 109.17 close: 109.9\n",
      "2016-12-02 POSITION value:-104.640 upnl:5.260 rpnl:9.040\n",
      "2016-12-05 TICK WIKI/AAPL open: 110.0 close: 109.11\n",
      "2016-12-05 POSITION value:-104.640 upnl:4.470 rpnl:9.040\n",
      "2016-12-06 TICK WIKI/AAPL open: 109.5 close: 109.95\n",
      "2016-12-06 POSITION value:-104.640 upnl:5.310 rpnl:9.040\n",
      "2016-12-07 TICK WIKI/AAPL open: 109.26 close: 111.03\n",
      "2016-12-07 POSITION value:-104.640 upnl:6.390 rpnl:9.040\n",
      "2016-12-08 TICK WIKI/AAPL open: 110.86 close: 112.12\n",
      "2016-12-08 POSITION value:-104.640 upnl:7.480 rpnl:9.040\n",
      "2016-12-09 TICK WIKI/AAPL open: 112.31 close: 113.95\n",
      "2016-12-09 POSITION value:-104.640 upnl:9.310 rpnl:9.040\n",
      "2016-12-12 TICK WIKI/AAPL open: 113.29 close: 113.3\n",
      "2016-12-12 POSITION value:-104.640 upnl:8.660 rpnl:9.040\n",
      "2016-12-13 TICK WIKI/AAPL open: 113.84 close: 115.19\n",
      "2016-12-13 POSITION value:-104.640 upnl:10.550 rpnl:9.040\n",
      "2016-12-14 TICK WIKI/AAPL open: 115.04 close: 115.19\n",
      "2016-12-14 POSITION value:-104.640 upnl:10.550 rpnl:9.040\n",
      "2016-12-15 TICK WIKI/AAPL open: 115.38 close: 115.82\n",
      "2016-12-15 POSITION value:-104.640 upnl:11.180 rpnl:9.040\n",
      "2016-12-16 TICK WIKI/AAPL open: 116.47 close: 115.97\n",
      "2016-12-16 POSITION value:-104.640 upnl:11.330 rpnl:9.040\n",
      "2016-12-19 TICK WIKI/AAPL open: 115.8 close: 116.64\n",
      "2016-12-19 POSITION value:-104.640 upnl:12.000 rpnl:9.040\n",
      "2016-12-20 TICK WIKI/AAPL open: 116.74 close: 116.95\n",
      "2016-12-20 POSITION value:-104.640 upnl:12.310 rpnl:9.040\n",
      "2016-12-21 TICK WIKI/AAPL open: 116.8 close: 117.06\n",
      "2016-12-21 POSITION value:-104.640 upnl:12.420 rpnl:9.040\n",
      "2016-12-22 TICK WIKI/AAPL open: 116.35 close: 116.29\n",
      "2016-12-22 POSITION value:-104.640 upnl:11.650 rpnl:9.040\n",
      "2016-12-23 TICK WIKI/AAPL open: 115.59 close: 116.52\n",
      "2016-12-23 POSITION value:-104.640 upnl:11.880 rpnl:9.040\n",
      "2016-12-27 TICK WIKI/AAPL open: 116.52 close: 117.26\n",
      "2016-12-27 POSITION value:-104.640 upnl:12.620 rpnl:9.040\n",
      "2016-12-28 TICK WIKI/AAPL open: 117.52 close: 116.76\n",
      "2016-12-28 POSITION value:-104.640 upnl:12.120 rpnl:9.040\n",
      "2016-12-29 TICK WIKI/AAPL open: 116.45 close: 116.73\n",
      "2016-12-29 POSITION value:-104.640 upnl:12.090 rpnl:9.040\n",
      "2016-12-30 TICK WIKI/AAPL open: 116.65 close: 115.82\n",
      "2016-12-30 POSITION value:-104.640 upnl:11.180 rpnl:9.040\n",
      "2017-01-03 TICK WIKI/AAPL open: 115.8 close: 116.15\n",
      "2017-01-03 POSITION value:-104.640 upnl:11.510 rpnl:9.040\n",
      "2017-01-04 TICK WIKI/AAPL open: 115.85 close: 116.02\n",
      "2017-01-04 POSITION value:-104.640 upnl:11.380 rpnl:9.040\n",
      "2017-01-05 TICK WIKI/AAPL open: 115.92 close: 116.61\n",
      "2017-01-05 POSITION value:-104.640 upnl:11.970 rpnl:9.040\n",
      "2017-01-06 TICK WIKI/AAPL open: 116.78 close: 117.91\n",
      "2017-01-06 POSITION value:-104.640 upnl:13.270 rpnl:9.040\n",
      "2017-01-09 TICK WIKI/AAPL open: 117.95 close: 118.99\n",
      "2017-01-09 POSITION value:-104.640 upnl:14.350 rpnl:9.040\n",
      "2017-01-10 TICK WIKI/AAPL open: 118.77 close: 119.11\n",
      "2017-01-10 POSITION value:-104.640 upnl:14.470 rpnl:9.040\n",
      "2017-01-11 TICK WIKI/AAPL open: 118.74 close: 119.75\n",
      "2017-01-11 POSITION value:-104.640 upnl:15.110 rpnl:9.040\n",
      "2017-01-12 TICK WIKI/AAPL open: 118.895 close: 119.25\n",
      "2017-01-12 POSITION value:-104.640 upnl:14.610 rpnl:9.040\n",
      "2017-01-13 TICK WIKI/AAPL open: 119.11 close: 119.04\n",
      "2017-01-13 POSITION value:-104.640 upnl:14.400 rpnl:9.040\n",
      "2017-01-17 TICK WIKI/AAPL open: 118.34 close: 120.0\n",
      "2017-01-17 POSITION value:-104.640 upnl:15.360 rpnl:9.040\n",
      "2017-01-18 TICK WIKI/AAPL open: 120.0 close: 119.99\n",
      "2017-01-18 POSITION value:-104.640 upnl:15.350 rpnl:9.040\n",
      "2017-01-19 TICK WIKI/AAPL open: 119.4 close: 119.78\n",
      "2017-01-19 POSITION value:-104.640 upnl:15.140 rpnl:9.040\n",
      "2017-01-20 TICK WIKI/AAPL open: 120.45 close: 120.0\n",
      "2017-01-20 POSITION value:-104.640 upnl:15.360 rpnl:9.040\n",
      "2017-01-23 TICK WIKI/AAPL open: 120.0 close: 120.08\n",
      "2017-01-23 POSITION value:-104.640 upnl:15.440 rpnl:9.040\n",
      "2017-01-24 TICK WIKI/AAPL open: 119.55 close: 119.97\n",
      "2017-01-24 POSITION value:-104.640 upnl:15.330 rpnl:9.040\n",
      "2017-01-25 TICK WIKI/AAPL open: 120.42 close: 121.88\n",
      "2017-01-25 POSITION value:-104.640 upnl:17.240 rpnl:9.040\n",
      "2017-01-26 TICK WIKI/AAPL open: 121.67 close: 121.94\n",
      "2017-01-26 POSITION value:-104.640 upnl:17.300 rpnl:9.040\n",
      "2017-01-27 TICK WIKI/AAPL open: 122.14 close: 121.95\n",
      "2017-01-27 POSITION value:-104.640 upnl:17.310 rpnl:9.040\n",
      "2017-01-30 TICK WIKI/AAPL open: 120.93 close: 121.63\n",
      "2017-01-30 POSITION value:-104.640 upnl:16.990 rpnl:9.040\n",
      "2017-01-31 TICK WIKI/AAPL open: 121.15 close: 121.35\n",
      "2017-01-31 POSITION value:-104.640 upnl:16.710 rpnl:9.040\n",
      "2017-02-01 TICK WIKI/AAPL open: 127.03 close: 128.75\n",
      "2017-02-01 SELL signal\n",
      "2017-02-01 ORDER SELL WIKI/AAPL 1\n",
      "2017-02-01 POSITION value:-104.640 upnl:24.110 rpnl:9.040\n",
      "2017-02-02 TICK WIKI/AAPL open: 127.975 close: 128.53\n",
      "2017-02-02 FILLED SELL 1 WIKI/AAPL at 127.975\n",
      "2017-02-02 POSITION value:0.000 upnl:0.000 rpnl:23.335\n",
      "2017-02-03 TICK WIKI/AAPL open: 128.31 close: 129.08\n",
      "2017-02-03 POSITION value:0.000 upnl:0.000 rpnl:23.335\n",
      "2017-02-06 TICK WIKI/AAPL open: 129.13 close: 130.29\n",
      "2017-02-06 POSITION value:0.000 upnl:0.000 rpnl:23.335\n",
      "2017-02-07 TICK WIKI/AAPL open: 130.54 close: 131.53\n",
      "2017-02-07 POSITION value:0.000 upnl:0.000 rpnl:23.335\n",
      "2017-02-08 TICK WIKI/AAPL open: 131.35 close: 132.04\n",
      "2017-02-08 POSITION value:0.000 upnl:0.000 rpnl:23.335\n",
      "2017-02-09 TICK WIKI/AAPL open: 131.65 close: 132.42\n",
      "2017-02-09 POSITION value:0.000 upnl:0.000 rpnl:23.335\n",
      "2017-02-10 TICK WIKI/AAPL open: 132.46 close: 132.12\n",
      "2017-02-10 POSITION value:0.000 upnl:0.000 rpnl:23.335\n",
      "2017-02-13 TICK WIKI/AAPL open: 133.08 close: 133.29\n",
      "2017-02-13 POSITION value:0.000 upnl:0.000 rpnl:23.335\n",
      "2017-02-14 TICK WIKI/AAPL open: 133.47 close: 135.02\n",
      "2017-02-14 POSITION value:0.000 upnl:0.000 rpnl:23.335\n",
      "2017-02-15 TICK WIKI/AAPL open: 135.52 close: 135.51\n",
      "2017-02-15 POSITION value:0.000 upnl:0.000 rpnl:23.335\n",
      "2017-02-16 TICK WIKI/AAPL open: 135.67 close: 135.345\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2017-02-16 POSITION value:0.000 upnl:0.000 rpnl:23.335\n",
      "2017-02-17 TICK WIKI/AAPL open: 135.1 close: 135.72\n",
      "2017-02-17 POSITION value:0.000 upnl:0.000 rpnl:23.335\n",
      "2017-02-21 TICK WIKI/AAPL open: 136.23 close: 136.7\n",
      "2017-02-21 POSITION value:0.000 upnl:0.000 rpnl:23.335\n",
      "2017-02-22 TICK WIKI/AAPL open: 136.43 close: 137.11\n",
      "2017-02-22 POSITION value:0.000 upnl:0.000 rpnl:23.335\n",
      "2017-02-23 TICK WIKI/AAPL open: 137.38 close: 136.53\n",
      "2017-02-23 POSITION value:0.000 upnl:0.000 rpnl:23.335\n",
      "2017-02-24 TICK WIKI/AAPL open: 135.91 close: 136.66\n",
      "2017-02-24 POSITION value:0.000 upnl:0.000 rpnl:23.335\n",
      "2017-02-27 TICK WIKI/AAPL open: 137.14 close: 136.93\n",
      "2017-02-27 POSITION value:0.000 upnl:0.000 rpnl:23.335\n",
      "2017-02-28 TICK WIKI/AAPL open: 137.08 close: 136.99\n",
      "2017-02-28 POSITION value:0.000 upnl:0.000 rpnl:23.335\n",
      "2017-03-01 TICK WIKI/AAPL open: 137.89 close: 139.79\n",
      "2017-03-01 SELL signal\n",
      "2017-03-01 ORDER SELL WIKI/AAPL 1\n",
      "2017-03-01 POSITION value:0.000 upnl:0.000 rpnl:23.335\n",
      "2017-03-02 TICK WIKI/AAPL open: 140.0 close: 138.96\n",
      "2017-03-02 FILLED SELL 1 WIKI/AAPL at 140.0\n",
      "2017-03-02 BUY signal\n",
      "2017-03-02 ORDER BUY WIKI/AAPL 1\n",
      "2017-03-02 POSITION value:140.000 upnl:1.040 rpnl:23.335\n",
      "2017-03-03 TICK WIKI/AAPL open: 138.78 close: 139.78\n",
      "2017-03-03 FILLED BUY 1 WIKI/AAPL at 138.78\n",
      "2017-03-03 POSITION value:0.000 upnl:0.000 rpnl:1.220\n",
      "2017-03-06 TICK WIKI/AAPL open: 139.365 close: 139.34\n",
      "2017-03-06 POSITION value:0.000 upnl:0.000 rpnl:1.220\n",
      "2017-03-07 TICK WIKI/AAPL open: 139.06 close: 139.52\n",
      "2017-03-07 POSITION value:0.000 upnl:0.000 rpnl:1.220\n",
      "2017-03-08 TICK WIKI/AAPL open: 138.95 close: 139.0\n",
      "2017-03-08 POSITION value:0.000 upnl:0.000 rpnl:1.220\n",
      "2017-03-09 TICK WIKI/AAPL open: 138.74 close: 138.68\n",
      "2017-03-09 POSITION value:0.000 upnl:0.000 rpnl:1.220\n",
      "2017-03-10 TICK WIKI/AAPL open: 139.25 close: 139.14\n",
      "2017-03-10 POSITION value:0.000 upnl:0.000 rpnl:1.220\n",
      "2017-03-13 TICK WIKI/AAPL open: 138.85 close: 139.2\n",
      "2017-03-13 POSITION value:0.000 upnl:0.000 rpnl:1.220\n",
      "2017-03-14 TICK WIKI/AAPL open: 139.3 close: 138.99\n",
      "2017-03-14 POSITION value:0.000 upnl:0.000 rpnl:1.220\n",
      "2017-03-15 TICK WIKI/AAPL open: 139.41 close: 140.46\n",
      "2017-03-15 POSITION value:0.000 upnl:0.000 rpnl:1.220\n",
      "2017-03-16 TICK WIKI/AAPL open: 140.72 close: 140.69\n",
      "2017-03-16 POSITION value:0.000 upnl:0.000 rpnl:1.220\n",
      "2017-03-17 TICK WIKI/AAPL open: 141.0 close: 139.99\n",
      "2017-03-17 POSITION value:0.000 upnl:0.000 rpnl:1.220\n",
      "2017-03-20 TICK WIKI/AAPL open: 140.4 close: 141.46\n",
      "2017-03-20 POSITION value:0.000 upnl:0.000 rpnl:1.220\n",
      "2017-03-21 TICK WIKI/AAPL open: 142.11 close: 139.84\n",
      "2017-03-21 BUY signal\n",
      "2017-03-21 ORDER BUY WIKI/AAPL 1\n",
      "2017-03-21 POSITION value:0.000 upnl:0.000 rpnl:1.220\n",
      "2017-03-22 TICK WIKI/AAPL open: 139.845 close: 141.42\n",
      "2017-03-22 FILLED BUY 1 WIKI/AAPL at 139.845\n",
      "2017-03-22 POSITION value:-139.845 upnl:1.575 rpnl:1.220\n",
      "2017-03-23 TICK WIKI/AAPL open: 141.26 close: 140.92\n",
      "2017-03-23 POSITION value:-139.845 upnl:1.075 rpnl:1.220\n",
      "2017-03-24 TICK WIKI/AAPL open: 141.5 close: 140.64\n",
      "2017-03-24 POSITION value:-139.845 upnl:0.795 rpnl:1.220\n",
      "2017-03-27 TICK WIKI/AAPL open: 139.39 close: 140.88\n",
      "2017-03-27 POSITION value:-139.845 upnl:1.035 rpnl:1.220\n",
      "2017-03-28 TICK WIKI/AAPL open: 140.91 close: 143.8\n",
      "2017-03-28 SELL signal\n",
      "2017-03-28 ORDER SELL WIKI/AAPL 1\n",
      "2017-03-28 POSITION value:-139.845 upnl:3.955 rpnl:1.220\n",
      "2017-03-29 TICK WIKI/AAPL open: 143.68 close: 144.12\n",
      "2017-03-29 FILLED SELL 1 WIKI/AAPL at 143.68\n",
      "2017-03-29 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-03-30 TICK WIKI/AAPL open: 144.19 close: 143.93\n",
      "2017-03-30 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-03-31 TICK WIKI/AAPL open: 143.72 close: 143.66\n",
      "2017-03-31 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-04-03 TICK WIKI/AAPL open: 143.71 close: 143.7\n",
      "2017-04-03 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-04-04 TICK WIKI/AAPL open: 143.25 close: 144.77\n",
      "2017-04-04 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-04-05 TICK WIKI/AAPL open: 144.22 close: 144.02\n",
      "2017-04-05 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-04-06 TICK WIKI/AAPL open: 144.29 close: 143.66\n",
      "2017-04-06 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-04-07 TICK WIKI/AAPL open: 143.73 close: 143.34\n",
      "2017-04-07 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-04-10 TICK WIKI/AAPL open: 143.6 close: 143.17\n",
      "2017-04-10 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-04-11 TICK WIKI/AAPL open: 142.94 close: 141.63\n",
      "2017-04-11 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-04-12 TICK WIKI/AAPL open: 141.6 close: 141.8\n",
      "2017-04-12 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-04-13 TICK WIKI/AAPL open: 141.91 close: 141.05\n",
      "2017-04-13 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-04-17 TICK WIKI/AAPL open: 141.48 close: 141.83\n",
      "2017-04-17 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-04-18 TICK WIKI/AAPL open: 141.41 close: 141.2\n",
      "2017-04-18 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-04-19 TICK WIKI/AAPL open: 141.88 close: 140.68\n",
      "2017-04-19 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-04-20 TICK WIKI/AAPL open: 141.22 close: 142.44\n",
      "2017-04-20 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-04-21 TICK WIKI/AAPL open: 142.44 close: 142.27\n",
      "2017-04-21 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-04-24 TICK WIKI/AAPL open: 143.5 close: 143.64\n",
      "2017-04-24 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-04-25 TICK WIKI/AAPL open: 143.91 close: 144.54\n",
      "2017-04-25 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-04-26 TICK WIKI/AAPL open: 144.47 close: 143.6508\n",
      "2017-04-26 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-04-27 TICK WIKI/AAPL open: 143.9225 close: 143.79\n",
      "2017-04-27 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-04-28 TICK WIKI/AAPL open: 144.09 close: 143.65\n",
      "2017-04-28 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-05-01 TICK WIKI/AAPL open: 145.1 close: 146.6\n",
      "2017-05-01 SELL signal\n",
      "2017-05-01 ORDER SELL WIKI/AAPL 1\n",
      "2017-05-01 POSITION value:0.000 upnl:0.000 rpnl:3.835\n",
      "2017-05-02 TICK WIKI/AAPL open: 147.54 close: 147.51\n",
      "2017-05-02 FILLED SELL 1 WIKI/AAPL at 147.54\n",
      "2017-05-02 POSITION value:147.540 upnl:0.030 rpnl:3.835\n",
      "2017-05-03 TICK WIKI/AAPL open: 145.59 close: 147.06\n",
      "2017-05-03 POSITION value:147.540 upnl:0.480 rpnl:3.835\n",
      "2017-05-04 TICK WIKI/AAPL open: 146.52 close: 146.53\n",
      "2017-05-04 POSITION value:147.540 upnl:1.010 rpnl:3.835\n",
      "2017-05-05 TICK WIKI/AAPL open: 146.76 close: 148.96\n",
      "2017-05-05 POSITION value:147.540 upnl:-1.420 rpnl:3.835\n",
      "2017-05-08 TICK WIKI/AAPL open: 149.03 close: 153.0\n",
      "2017-05-08 POSITION value:147.540 upnl:-5.460 rpnl:3.835\n",
      "2017-05-09 TICK WIKI/AAPL open: 153.87 close: 153.96\n",
      "2017-05-09 POSITION value:147.540 upnl:-6.420 rpnl:3.835\n",
      "2017-05-10 TICK WIKI/AAPL open: 153.63 close: 153.26\n",
      "2017-05-10 POSITION value:147.540 upnl:-5.720 rpnl:3.835\n",
      "2017-05-11 TICK WIKI/AAPL open: 152.45 close: 153.95\n",
      "2017-05-11 POSITION value:147.540 upnl:-6.410 rpnl:3.835\n",
      "2017-05-12 TICK WIKI/AAPL open: 154.7 close: 156.1\n",
      "2017-05-12 POSITION value:147.540 upnl:-8.560 rpnl:3.835\n",
      "2017-05-15 TICK WIKI/AAPL open: 156.01 close: 155.7\n",
      "2017-05-15 POSITION value:147.540 upnl:-8.160 rpnl:3.835\n",
      "2017-05-16 TICK WIKI/AAPL open: 155.94 close: 155.47\n",
      "2017-05-16 POSITION value:147.540 upnl:-7.930 rpnl:3.835\n",
      "2017-05-17 TICK WIKI/AAPL open: 153.6 close: 150.25\n",
      "2017-05-17 BUY signal\n",
      "2017-05-17 ORDER BUY WIKI/AAPL 1\n",
      "2017-05-17 POSITION value:147.540 upnl:-2.710 rpnl:3.835\n",
      "2017-05-18 TICK WIKI/AAPL open: 151.27 close: 152.54\n",
      "2017-05-18 FILLED BUY 1 WIKI/AAPL at 151.27\n",
      "2017-05-18 POSITION value:0.000 upnl:0.000 rpnl:-3.730\n",
      "2017-05-19 TICK WIKI/AAPL open: 153.38 close: 152.96\n",
      "2017-05-19 POSITION value:0.000 upnl:0.000 rpnl:-3.730\n",
      "2017-05-22 TICK WIKI/AAPL open: 154.0 close: 153.99\n",
      "2017-05-22 POSITION value:0.000 upnl:0.000 rpnl:-3.730\n",
      "2017-05-23 TICK WIKI/AAPL open: 154.9 close: 153.8\n",
      "2017-05-23 POSITION value:0.000 upnl:0.000 rpnl:-3.730\n",
      "2017-05-24 TICK WIKI/AAPL open: 153.84 close: 153.34\n",
      "2017-05-24 POSITION value:0.000 upnl:0.000 rpnl:-3.730\n",
      "2017-05-25 TICK WIKI/AAPL open: 153.73 close: 153.87\n",
      "2017-05-25 POSITION value:0.000 upnl:0.000 rpnl:-3.730\n",
      "2017-05-26 TICK WIKI/AAPL open: 154.0 close: 153.61\n",
      "2017-05-26 POSITION value:0.000 upnl:0.000 rpnl:-3.730\n",
      "2017-05-30 TICK WIKI/AAPL open: 153.42 close: 153.67\n",
      "2017-05-30 POSITION value:0.000 upnl:0.000 rpnl:-3.730\n",
      "2017-05-31 TICK WIKI/AAPL open: 153.97 close: 152.76\n",
      "2017-05-31 POSITION value:0.000 upnl:0.000 rpnl:-3.730\n",
      "2017-06-01 TICK WIKI/AAPL open: 153.17 close: 153.18\n",
      "2017-06-01 POSITION value:0.000 upnl:0.000 rpnl:-3.730\n",
      "2017-06-02 TICK WIKI/AAPL open: 153.58 close: 155.45\n",
      "2017-06-02 POSITION value:0.000 upnl:0.000 rpnl:-3.730\n",
      "2017-06-05 TICK WIKI/AAPL open: 154.34 close: 153.93\n",
      "2017-06-05 POSITION value:0.000 upnl:0.000 rpnl:-3.730\n",
      "2017-06-06 TICK WIKI/AAPL open: 153.9 close: 154.45\n",
      "2017-06-06 POSITION value:0.000 upnl:0.000 rpnl:-3.730\n",
      "2017-06-07 TICK WIKI/AAPL open: 155.02 close: 155.37\n",
      "2017-06-07 POSITION value:0.000 upnl:0.000 rpnl:-3.730\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2017-06-08 TICK WIKI/AAPL open: 155.25 close: 154.99\n",
      "2017-06-08 POSITION value:0.000 upnl:0.000 rpnl:-3.730\n",
      "2017-06-09 TICK WIKI/AAPL open: 155.19 close: 148.98\n",
      "2017-06-09 BUY signal\n",
      "2017-06-09 ORDER BUY WIKI/AAPL 1\n",
      "2017-06-09 POSITION value:0.000 upnl:0.000 rpnl:-3.730\n",
      "2017-06-12 TICK WIKI/AAPL open: 145.74 close: 145.32\n",
      "2017-06-12 FILLED BUY 1 WIKI/AAPL at 145.74\n",
      "2017-06-12 POSITION value:-145.740 upnl:-0.420 rpnl:-3.730\n",
      "2017-06-13 TICK WIKI/AAPL open: 147.16 close: 146.59\n",
      "2017-06-13 POSITION value:-145.740 upnl:0.850 rpnl:-3.730\n",
      "2017-06-14 TICK WIKI/AAPL open: 147.5 close: 145.16\n",
      "2017-06-14 POSITION value:-145.740 upnl:-0.580 rpnl:-3.730\n",
      "2017-06-15 TICK WIKI/AAPL open: 143.32 close: 144.29\n",
      "2017-06-15 POSITION value:-145.740 upnl:-1.450 rpnl:-3.730\n",
      "2017-06-16 TICK WIKI/AAPL open: 143.78 close: 142.27\n",
      "2017-06-16 POSITION value:-145.740 upnl:-3.470 rpnl:-3.730\n",
      "2017-06-19 TICK WIKI/AAPL open: 143.66 close: 146.34\n",
      "2017-06-19 POSITION value:-145.740 upnl:0.600 rpnl:-3.730\n",
      "2017-06-20 TICK WIKI/AAPL open: 146.87 close: 145.01\n",
      "2017-06-20 POSITION value:-145.740 upnl:-0.730 rpnl:-3.730\n",
      "2017-06-21 TICK WIKI/AAPL open: 145.52 close: 145.87\n",
      "2017-06-21 POSITION value:-145.740 upnl:0.130 rpnl:-3.730\n",
      "2017-06-22 TICK WIKI/AAPL open: 145.77 close: 145.63\n",
      "2017-06-22 POSITION value:-145.740 upnl:-0.110 rpnl:-3.730\n",
      "2017-06-23 TICK WIKI/AAPL open: 145.13 close: 146.35\n",
      "2017-06-23 POSITION value:-145.740 upnl:0.610 rpnl:-3.730\n",
      "2017-06-26 TICK WIKI/AAPL open: 147.17 close: 145.82\n",
      "2017-06-26 POSITION value:-145.740 upnl:0.080 rpnl:-3.730\n",
      "2017-06-27 TICK WIKI/AAPL open: 145.01 close: 143.74\n",
      "2017-06-27 POSITION value:-145.740 upnl:-2.000 rpnl:-3.730\n",
      "2017-06-28 TICK WIKI/AAPL open: 144.49 close: 145.83\n",
      "2017-06-28 POSITION value:-145.740 upnl:0.090 rpnl:-3.730\n",
      "2017-06-29 TICK WIKI/AAPL open: 144.71 close: 143.68\n",
      "2017-06-29 POSITION value:-145.740 upnl:-2.060 rpnl:-3.730\n",
      "2017-06-30 TICK WIKI/AAPL open: 144.45 close: 144.02\n",
      "2017-06-30 POSITION value:-145.740 upnl:-1.720 rpnl:-3.730\n",
      "2017-07-03 TICK WIKI/AAPL open: 144.88 close: 143.5\n",
      "2017-07-03 POSITION value:-145.740 upnl:-2.240 rpnl:-3.730\n",
      "2017-07-05 TICK WIKI/AAPL open: 143.69 close: 144.09\n",
      "2017-07-05 POSITION value:-145.740 upnl:-1.650 rpnl:-3.730\n",
      "2017-07-06 TICK WIKI/AAPL open: 143.02 close: 142.73\n",
      "2017-07-06 POSITION value:-145.740 upnl:-3.010 rpnl:-3.730\n",
      "2017-07-07 TICK WIKI/AAPL open: 142.9 close: 144.18\n",
      "2017-07-07 POSITION value:-145.740 upnl:-1.560 rpnl:-3.730\n",
      "2017-07-10 TICK WIKI/AAPL open: 144.11 close: 145.06\n",
      "2017-07-10 POSITION value:-145.740 upnl:-0.680 rpnl:-3.730\n",
      "2017-07-11 TICK WIKI/AAPL open: 144.73 close: 145.53\n",
      "2017-07-11 POSITION value:-145.740 upnl:-0.210 rpnl:-3.730\n",
      "2017-07-12 TICK WIKI/AAPL open: 145.87 close: 145.74\n",
      "2017-07-12 POSITION value:-145.740 upnl:0.000 rpnl:-3.730\n",
      "2017-07-13 TICK WIKI/AAPL open: 145.5 close: 147.77\n",
      "2017-07-13 POSITION value:-145.740 upnl:2.030 rpnl:-3.730\n",
      "2017-07-14 TICK WIKI/AAPL open: 147.97 close: 149.04\n",
      "2017-07-14 POSITION value:-145.740 upnl:3.300 rpnl:-3.730\n",
      "2017-07-17 TICK WIKI/AAPL open: 148.82 close: 149.56\n",
      "2017-07-17 POSITION value:-145.740 upnl:3.820 rpnl:-3.730\n",
      "2017-07-18 TICK WIKI/AAPL open: 149.2 close: 150.08\n",
      "2017-07-18 POSITION value:-145.740 upnl:4.340 rpnl:-3.730\n",
      "2017-07-19 TICK WIKI/AAPL open: 150.48 close: 151.02\n",
      "2017-07-19 POSITION value:-145.740 upnl:5.280 rpnl:-3.730\n",
      "2017-07-20 TICK WIKI/AAPL open: 151.5 close: 150.34\n",
      "2017-07-20 POSITION value:-145.740 upnl:4.600 rpnl:-3.730\n",
      "2017-07-21 TICK WIKI/AAPL open: 149.99 close: 150.27\n",
      "2017-07-21 POSITION value:-145.740 upnl:4.530 rpnl:-3.730\n",
      "2017-07-24 TICK WIKI/AAPL open: 150.58 close: 152.09\n",
      "2017-07-24 POSITION value:-145.740 upnl:6.350 rpnl:-3.730\n",
      "2017-07-25 TICK WIKI/AAPL open: 151.8 close: 152.74\n",
      "2017-07-25 POSITION value:-145.740 upnl:7.000 rpnl:-3.730\n",
      "2017-07-26 TICK WIKI/AAPL open: 153.35 close: 153.46\n",
      "2017-07-26 POSITION value:-145.740 upnl:7.720 rpnl:-3.730\n",
      "2017-07-27 TICK WIKI/AAPL open: 153.75 close: 150.56\n",
      "2017-07-27 POSITION value:-145.740 upnl:4.820 rpnl:-3.730\n",
      "2017-07-28 TICK WIKI/AAPL open: 149.89 close: 149.5\n",
      "2017-07-28 POSITION value:-145.740 upnl:3.760 rpnl:-3.730\n",
      "2017-07-31 TICK WIKI/AAPL open: 149.9 close: 148.85\n",
      "2017-07-31 POSITION value:-145.740 upnl:3.110 rpnl:-3.730\n",
      "2017-08-01 TICK WIKI/AAPL open: 149.1 close: 150.05\n",
      "2017-08-01 POSITION value:-145.740 upnl:4.310 rpnl:-3.730\n",
      "2017-08-02 TICK WIKI/AAPL open: 159.28 close: 157.14\n",
      "2017-08-02 SELL signal\n",
      "2017-08-02 ORDER SELL WIKI/AAPL 1\n",
      "2017-08-02 POSITION value:-145.740 upnl:11.400 rpnl:-3.730\n",
      "2017-08-03 TICK WIKI/AAPL open: 157.05 close: 155.57\n",
      "2017-08-03 FILLED SELL 1 WIKI/AAPL at 157.05\n",
      "2017-08-03 POSITION value:0.000 upnl:0.000 rpnl:11.310\n",
      "2017-08-04 TICK WIKI/AAPL open: 156.07 close: 156.39\n",
      "2017-08-04 POSITION value:0.000 upnl:0.000 rpnl:11.310\n",
      "2017-08-08 TICK WIKI/AAPL open: 158.6 close: 160.08\n",
      "2017-08-08 POSITION value:0.000 upnl:0.000 rpnl:11.310\n",
      "2017-08-09 TICK WIKI/AAPL open: 159.26 close: 161.06\n",
      "2017-08-09 POSITION value:0.000 upnl:0.000 rpnl:11.310\n",
      "2017-08-10 TICK WIKI/AAPL open: 159.9 close: 155.27\n",
      "2017-08-10 BUY signal\n",
      "2017-08-10 ORDER BUY WIKI/AAPL 1\n",
      "2017-08-10 POSITION value:0.000 upnl:0.000 rpnl:11.310\n",
      "2017-08-11 TICK WIKI/AAPL open: 156.6 close: 157.48\n",
      "2017-08-11 FILLED BUY 1 WIKI/AAPL at 156.6\n",
      "2017-08-11 POSITION value:-156.600 upnl:0.880 rpnl:11.310\n",
      "2017-08-14 TICK WIKI/AAPL open: 159.32 close: 159.85\n",
      "2017-08-14 POSITION value:-156.600 upnl:3.250 rpnl:11.310\n",
      "2017-08-15 TICK WIKI/AAPL open: 160.66 close: 161.6\n",
      "2017-08-15 POSITION value:-156.600 upnl:5.000 rpnl:11.310\n",
      "2017-08-16 TICK WIKI/AAPL open: 161.94 close: 160.95\n",
      "2017-08-16 POSITION value:-156.600 upnl:4.350 rpnl:11.310\n",
      "2017-08-17 TICK WIKI/AAPL open: 160.52 close: 157.87\n",
      "2017-08-17 POSITION value:-156.600 upnl:1.270 rpnl:11.310\n",
      "2017-08-18 TICK WIKI/AAPL open: 157.86 close: 157.5\n",
      "2017-08-18 POSITION value:-156.600 upnl:0.900 rpnl:11.310\n",
      "2017-08-21 TICK WIKI/AAPL open: 157.5 close: 157.21\n",
      "2017-08-21 POSITION value:-156.600 upnl:0.610 rpnl:11.310\n",
      "2017-08-22 TICK WIKI/AAPL open: 158.23 close: 159.78\n",
      "2017-08-22 POSITION value:-156.600 upnl:3.180 rpnl:11.310\n",
      "2017-08-23 TICK WIKI/AAPL open: 159.07 close: 159.98\n",
      "2017-08-23 POSITION value:-156.600 upnl:3.380 rpnl:11.310\n",
      "2017-08-24 TICK WIKI/AAPL open: 160.43 close: 159.27\n",
      "2017-08-24 POSITION value:-156.600 upnl:2.670 rpnl:11.310\n",
      "2017-08-25 TICK WIKI/AAPL open: 159.65 close: 159.86\n",
      "2017-08-25 POSITION value:-156.600 upnl:3.260 rpnl:11.310\n",
      "2017-08-28 TICK WIKI/AAPL open: 160.14 close: 161.47\n",
      "2017-08-28 POSITION value:-156.600 upnl:4.870 rpnl:11.310\n",
      "2017-08-29 TICK WIKI/AAPL open: 160.1 close: 162.91\n",
      "2017-08-29 POSITION value:-156.600 upnl:6.310 rpnl:11.310\n",
      "2017-08-30 TICK WIKI/AAPL open: 163.8 close: 163.35\n",
      "2017-08-30 POSITION value:-156.600 upnl:6.750 rpnl:11.310\n",
      "2017-08-31 TICK WIKI/AAPL open: 163.64 close: 164.0\n",
      "2017-08-31 POSITION value:-156.600 upnl:7.400 rpnl:11.310\n",
      "2017-09-01 TICK WIKI/AAPL open: 164.8 close: 164.05\n",
      "2017-09-01 POSITION value:-156.600 upnl:7.450 rpnl:11.310\n",
      "2017-09-05 TICK WIKI/AAPL open: 163.75 close: 162.08\n",
      "2017-09-05 POSITION value:-156.600 upnl:5.480 rpnl:11.310\n",
      "2017-09-06 TICK WIKI/AAPL open: 162.71 close: 161.91\n",
      "2017-09-06 POSITION value:-156.600 upnl:5.310 rpnl:11.310\n",
      "2017-09-07 TICK WIKI/AAPL open: 162.09 close: 161.26\n",
      "2017-09-07 POSITION value:-156.600 upnl:4.660 rpnl:11.310\n",
      "2017-09-08 TICK WIKI/AAPL open: 160.86 close: 158.63\n",
      "2017-09-08 POSITION value:-156.600 upnl:2.030 rpnl:11.310\n",
      "2017-09-11 TICK WIKI/AAPL open: 160.5 close: 161.5\n",
      "2017-09-11 POSITION value:-156.600 upnl:4.900 rpnl:11.310\n",
      "2017-09-12 TICK WIKI/AAPL open: 162.61 close: 160.82\n",
      "2017-09-12 POSITION value:-156.600 upnl:4.220 rpnl:11.310\n",
      "2017-09-13 TICK WIKI/AAPL open: 159.87 close: 159.65\n",
      "2017-09-13 POSITION value:-156.600 upnl:3.050 rpnl:11.310\n",
      "2017-09-14 TICK WIKI/AAPL open: 158.99 close: 158.28\n",
      "2017-09-14 POSITION value:-156.600 upnl:1.680 rpnl:11.310\n",
      "2017-09-15 TICK WIKI/AAPL open: 158.47 close: 159.88\n",
      "2017-09-15 POSITION value:-156.600 upnl:3.280 rpnl:11.310\n",
      "2017-09-18 TICK WIKI/AAPL open: 160.11 close: 158.67\n",
      "2017-09-18 POSITION value:-156.600 upnl:2.070 rpnl:11.310\n",
      "2017-09-19 TICK WIKI/AAPL open: 159.51 close: 158.73\n",
      "2017-09-19 POSITION value:-156.600 upnl:2.130 rpnl:11.310\n",
      "2017-09-20 TICK WIKI/AAPL open: 157.9 close: 156.07\n",
      "2017-09-20 POSITION value:-156.600 upnl:-0.530 rpnl:11.310\n",
      "2017-09-21 TICK WIKI/AAPL open: 155.8 close: 153.39\n",
      "2017-09-21 POSITION value:-156.600 upnl:-3.210 rpnl:11.310\n",
      "2017-09-22 TICK WIKI/AAPL open: 152.02 close: 151.89\n",
      "2017-09-22 POSITION value:-156.600 upnl:-4.710 rpnl:11.310\n",
      "2017-09-25 TICK WIKI/AAPL open: 149.99 close: 150.55\n",
      "2017-09-25 POSITION value:-156.600 upnl:-6.050 rpnl:11.310\n",
      "2017-09-26 TICK WIKI/AAPL open: 151.78 close: 153.14\n",
      "2017-09-26 POSITION value:-156.600 upnl:-3.460 rpnl:11.310\n",
      "2017-09-27 TICK WIKI/AAPL open: 153.8 close: 154.23\n",
      "2017-09-27 POSITION value:-156.600 upnl:-2.370 rpnl:11.310\n",
      "2017-09-28 TICK WIKI/AAPL open: 153.89 close: 153.28\n",
      "2017-09-28 POSITION value:-156.600 upnl:-3.320 rpnl:11.310\n",
      "2017-09-29 TICK WIKI/AAPL open: 153.21 close: 154.12\n",
      "2017-09-29 POSITION value:-156.600 upnl:-2.480 rpnl:11.310\n",
      "2017-10-02 TICK WIKI/AAPL open: 154.26 close: 153.81\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2017-10-02 POSITION value:-156.600 upnl:-2.790 rpnl:11.310\n",
      "2017-10-03 TICK WIKI/AAPL open: 154.01 close: 154.48\n",
      "2017-10-03 POSITION value:-156.600 upnl:-2.120 rpnl:11.310\n",
      "2017-10-04 TICK WIKI/AAPL open: 153.63 close: 153.4508\n",
      "2017-10-04 POSITION value:-156.600 upnl:-3.149 rpnl:11.310\n",
      "2017-10-05 TICK WIKI/AAPL open: 154.18 close: 155.39\n",
      "2017-10-05 POSITION value:-156.600 upnl:-1.210 rpnl:11.310\n",
      "2017-10-06 TICK WIKI/AAPL open: 154.97 close: 155.3\n",
      "2017-10-06 POSITION value:-156.600 upnl:-1.300 rpnl:11.310\n",
      "2017-10-09 TICK WIKI/AAPL open: 155.81 close: 155.84\n",
      "2017-10-09 POSITION value:-156.600 upnl:-0.760 rpnl:11.310\n",
      "2017-10-10 TICK WIKI/AAPL open: 156.055 close: 155.9\n",
      "2017-10-10 POSITION value:-156.600 upnl:-0.700 rpnl:11.310\n",
      "2017-10-11 TICK WIKI/AAPL open: 155.97 close: 156.55\n",
      "2017-10-11 POSITION value:-156.600 upnl:-0.050 rpnl:11.310\n",
      "2017-10-12 TICK WIKI/AAPL open: 156.35 close: 156.0\n",
      "2017-10-12 POSITION value:-156.600 upnl:-0.600 rpnl:11.310\n",
      "2017-10-13 TICK WIKI/AAPL open: 156.73 close: 156.99\n",
      "2017-10-13 POSITION value:-156.600 upnl:0.390 rpnl:11.310\n",
      "2017-10-16 TICK WIKI/AAPL open: 157.9 close: 159.88\n",
      "2017-10-16 POSITION value:-156.600 upnl:3.280 rpnl:11.310\n",
      "2017-10-17 TICK WIKI/AAPL open: 159.78 close: 160.47\n",
      "2017-10-17 POSITION value:-156.600 upnl:3.870 rpnl:11.310\n",
      "2017-10-18 TICK WIKI/AAPL open: 160.42 close: 159.76\n",
      "2017-10-18 POSITION value:-156.600 upnl:3.160 rpnl:11.310\n",
      "2017-10-19 TICK WIKI/AAPL open: 156.75 close: 155.98\n",
      "2017-10-19 POSITION value:-156.600 upnl:-0.620 rpnl:11.310\n",
      "2017-10-20 TICK WIKI/AAPL open: 156.61 close: 156.16\n",
      "2017-10-20 POSITION value:-156.600 upnl:-0.440 rpnl:11.310\n",
      "2017-10-23 TICK WIKI/AAPL open: 156.89 close: 156.17\n",
      "2017-10-23 POSITION value:-156.600 upnl:-0.430 rpnl:11.310\n",
      "2017-10-24 TICK WIKI/AAPL open: 156.29 close: 157.1\n",
      "2017-10-24 POSITION value:-156.600 upnl:0.500 rpnl:11.310\n",
      "2017-10-25 TICK WIKI/AAPL open: 156.91 close: 156.405\n",
      "2017-10-25 POSITION value:-156.600 upnl:-0.195 rpnl:11.310\n",
      "2017-10-26 TICK WIKI/AAPL open: 157.23 close: 157.41\n",
      "2017-10-26 POSITION value:-156.600 upnl:0.810 rpnl:11.310\n",
      "2017-10-27 TICK WIKI/AAPL open: 159.29 close: 163.05\n",
      "2017-10-27 SELL signal\n",
      "2017-10-27 ORDER SELL WIKI/AAPL 1\n",
      "2017-10-27 POSITION value:-156.600 upnl:6.450 rpnl:11.310\n",
      "2017-10-30 TICK WIKI/AAPL open: 163.89 close: 166.72\n",
      "2017-10-30 FILLED SELL 1 WIKI/AAPL at 163.89\n",
      "2017-10-30 POSITION value:0.000 upnl:0.000 rpnl:7.290\n",
      "2017-10-31 TICK WIKI/AAPL open: 167.9 close: 169.04\n",
      "2017-10-31 POSITION value:0.000 upnl:0.000 rpnl:7.290\n",
      "2017-11-01 TICK WIKI/AAPL open: 169.87 close: 166.89\n",
      "2017-11-01 POSITION value:0.000 upnl:0.000 rpnl:7.290\n",
      "2017-11-02 TICK WIKI/AAPL open: 167.64 close: 168.11\n",
      "2017-11-02 POSITION value:0.000 upnl:0.000 rpnl:7.290\n",
      "2017-11-03 TICK WIKI/AAPL open: 174.0 close: 172.5\n",
      "2017-11-03 POSITION value:0.000 upnl:0.000 rpnl:7.290\n",
      "2017-11-06 TICK WIKI/AAPL open: 172.365 close: 174.25\n",
      "2017-11-06 POSITION value:0.000 upnl:0.000 rpnl:7.290\n",
      "2017-11-07 TICK WIKI/AAPL open: 173.91 close: 174.81\n",
      "2017-11-07 POSITION value:0.000 upnl:0.000 rpnl:7.290\n",
      "2017-11-09 TICK WIKI/AAPL open: 175.11 close: 175.88\n",
      "2017-11-09 POSITION value:0.000 upnl:0.000 rpnl:7.290\n",
      "2017-11-10 TICK WIKI/AAPL open: 175.11 close: 174.67\n",
      "2017-11-10 POSITION value:0.000 upnl:0.000 rpnl:7.290\n",
      "2017-11-13 TICK WIKI/AAPL open: 173.5 close: 173.97\n",
      "2017-11-13 POSITION value:0.000 upnl:0.000 rpnl:7.290\n",
      "2017-11-14 TICK WIKI/AAPL open: 173.04 close: 171.34\n",
      "2017-11-14 POSITION value:0.000 upnl:0.000 rpnl:7.290\n",
      "2017-11-15 TICK WIKI/AAPL open: 169.97 close: 169.08\n",
      "2017-11-15 POSITION value:0.000 upnl:0.000 rpnl:7.290\n",
      "2017-11-16 TICK WIKI/AAPL open: 171.18 close: 171.1\n",
      "2017-11-16 POSITION value:0.000 upnl:0.000 rpnl:7.290\n",
      "2017-11-17 TICK WIKI/AAPL open: 171.04 close: 170.15\n",
      "2017-11-17 POSITION value:0.000 upnl:0.000 rpnl:7.290\n",
      "2017-11-20 TICK WIKI/AAPL open: 170.29 close: 169.98\n",
      "2017-11-20 POSITION value:0.000 upnl:0.000 rpnl:7.290\n",
      "2017-11-21 TICK WIKI/AAPL open: 170.78 close: 173.14\n",
      "2017-11-21 POSITION value:0.000 upnl:0.000 rpnl:7.290\n",
      "2017-11-22 TICK WIKI/AAPL open: 173.36 close: 174.96\n",
      "2017-11-22 POSITION value:0.000 upnl:0.000 rpnl:7.290\n",
      "2017-11-24 TICK WIKI/AAPL open: 175.1 close: 174.97\n",
      "2017-11-24 POSITION value:0.000 upnl:0.000 rpnl:7.290\n",
      "2017-11-27 TICK WIKI/AAPL open: 175.05 close: 174.09\n",
      "2017-11-27 POSITION value:0.000 upnl:0.000 rpnl:7.290\n",
      "2017-11-28 TICK WIKI/AAPL open: 174.3 close: 173.07\n",
      "2017-11-28 POSITION value:0.000 upnl:0.000 rpnl:7.290\n",
      "2017-11-29 TICK WIKI/AAPL open: 172.63 close: 169.48\n",
      "2017-11-29 BUY signal\n",
      "2017-11-29 ORDER BUY WIKI/AAPL 1\n",
      "2017-11-29 POSITION value:0.000 upnl:0.000 rpnl:7.290\n",
      "2017-11-30 TICK WIKI/AAPL open: 170.43 close: 171.85\n",
      "2017-11-30 FILLED BUY 1 WIKI/AAPL at 170.43\n",
      "2017-11-30 POSITION value:-170.430 upnl:1.420 rpnl:7.290\n",
      "2017-12-01 TICK WIKI/AAPL open: 169.95 close: 171.05\n",
      "2017-12-01 POSITION value:-170.430 upnl:0.620 rpnl:7.290\n",
      "2017-12-04 TICK WIKI/AAPL open: 172.48 close: 169.8\n",
      "2017-12-04 POSITION value:-170.430 upnl:-0.630 rpnl:7.290\n",
      "2017-12-05 TICK WIKI/AAPL open: 169.06 close: 169.64\n",
      "2017-12-05 POSITION value:-170.430 upnl:-0.790 rpnl:7.290\n",
      "2017-12-06 TICK WIKI/AAPL open: 167.5 close: 169.01\n",
      "2017-12-06 POSITION value:-170.430 upnl:-1.420 rpnl:7.290\n",
      "2017-12-07 TICK WIKI/AAPL open: 169.03 close: 169.452\n",
      "2017-12-07 POSITION value:-170.430 upnl:-0.978 rpnl:7.290\n",
      "2017-12-08 TICK WIKI/AAPL open: 170.49 close: 169.37\n",
      "2017-12-08 POSITION value:-170.430 upnl:-1.060 rpnl:7.290\n",
      "2017-12-11 TICK WIKI/AAPL open: 169.2 close: 172.67\n",
      "2017-12-11 POSITION value:-170.430 upnl:2.240 rpnl:7.290\n",
      "2017-12-12 TICK WIKI/AAPL open: 172.15 close: 171.7\n",
      "2017-12-12 POSITION value:-170.430 upnl:1.270 rpnl:7.290\n",
      "2017-12-13 TICK WIKI/AAPL open: 172.5 close: 172.27\n",
      "2017-12-13 POSITION value:-170.430 upnl:1.840 rpnl:7.290\n",
      "2017-12-14 TICK WIKI/AAPL open: 172.4 close: 172.22\n",
      "2017-12-14 POSITION value:-170.430 upnl:1.790 rpnl:7.290\n",
      "2017-12-15 TICK WIKI/AAPL open: 173.63 close: 173.87\n",
      "2017-12-15 POSITION value:-170.430 upnl:3.440 rpnl:7.290\n",
      "2017-12-18 TICK WIKI/AAPL open: 174.88 close: 176.42\n",
      "2017-12-18 POSITION value:-170.430 upnl:5.990 rpnl:7.290\n",
      "2017-12-19 TICK WIKI/AAPL open: 175.03 close: 174.54\n",
      "2017-12-19 POSITION value:-170.430 upnl:4.110 rpnl:7.290\n",
      "2017-12-20 TICK WIKI/AAPL open: 174.87 close: 174.35\n",
      "2017-12-20 POSITION value:-170.430 upnl:3.920 rpnl:7.290\n",
      "2017-12-21 TICK WIKI/AAPL open: 174.17 close: 175.01\n",
      "2017-12-21 POSITION value:-170.430 upnl:4.580 rpnl:7.290\n",
      "2017-12-22 TICK WIKI/AAPL open: 174.68 close: 175.01\n",
      "2017-12-22 POSITION value:-170.430 upnl:4.580 rpnl:7.290\n",
      "2017-12-26 TICK WIKI/AAPL open: 170.8 close: 170.57\n",
      "2017-12-26 POSITION value:-170.430 upnl:0.140 rpnl:7.290\n",
      "2017-12-27 TICK WIKI/AAPL open: 170.1 close: 170.6\n",
      "2017-12-27 POSITION value:-170.430 upnl:0.170 rpnl:7.290\n",
      "2017-12-28 TICK WIKI/AAPL open: 171.0 close: 171.08\n",
      "2017-12-28 POSITION value:-170.430 upnl:0.650 rpnl:7.290\n",
      "2017-12-29 TICK WIKI/AAPL open: 170.52 close: 169.23\n",
      "2017-12-29 POSITION value:-170.430 upnl:-1.200 rpnl:7.290\n",
      "Backtest completed.\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x576 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "%matplotlib inline\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "fig, axes = plt.subplots(nrows=len(THRESHOLDS)//2, \n",
    "    ncols=2, figsize=(12, 8))\n",
    "fig.subplots_adjust(hspace=0.4)\n",
    "for i, (buy_threshold, sell_threshold) in enumerate(THRESHOLDS):\n",
    "    engine.start(\n",
    "        lookback_intervals=20,\n",
    "        buy_threshold=buy_threshold,\n",
    "        sell_threshold=sell_threshold\n",
    "    )\n",
    "    df_rpnls = engine.df_rpnl\n",
    "    ax = axes[i // 2, i % 2]\n",
    "    ax.set_title(\n",
    "        'B/S thresholds:(%s,%s)' % \n",
    "        (buy_threshold, sell_threshold)\n",
    "    )\n",
    "    df_rpnls.plot(ax=ax)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}