{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "std::cout are redirected to python::stdout\n", "std::cerr are redirected to python::stderr\n", "2021-02-12 17:02:27.266 [HKU-I] - Using SQLITE3 BaseInfoDriver (BaseInfoDriver.cpp:58)\n", "2021-02-12 17:02:27.268 [HKU-I] - Loading market information... (StockManager.cpp:473)\n", "2021-02-12 17:02:27.269 [HKU-I] - Loading stock type information... (StockManager.cpp:486)\n", "2021-02-12 17:02:27.270 [HKU-I] - Loading stock information... (StockManager.cpp:422)\n", "2021-02-12 17:02:27.354 [HKU-I] - Loading stock weight... (StockManager.cpp:503)\n", "2021-02-12 17:02:28.671 [HKU-I] - Loading KData... (StockManager.cpp:138)\n", "2021-02-12 17:02:28.676 [HKU-I] - Preloading all day kdata to buffer! (StockManager.cpp:161)\n", "2021-02-12 17:02:28.696 [HKU-I] - 0.02s Loaded Data. (StockManager.cpp:149)\n", "Wall time: 2.7 s\n" ] } ], "source": [ "%matplotlib inline\n", "%time from hikyuu.interactive import *\n", "\n", "from pylab import plot" ] }, { "cell_type": "markdown", "metadata": { "collapsed": true }, "source": [ "# 示例：通道突破系统\n", "\n", "当价格突破20日高点时买入，当价格低于10日低点时卖出。" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "#创建一个从2001年1月1日开始的账户，初始资金20万元\n", "my_tm = crtTM(Datetime(200101010000), 200000)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "my_sys = SYS_Simple(tm=my_tm)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "def TurtleSG(self):\n", " n1 = self.get_param(\"n1\")\n", " n2 = self.get_param(\"n2\")\n", " k = self.to\n", " c = CLOSE(k)\n", " h = REF(HHV(c, n1), 1) #前n日高点\n", " L = REF(LLV(c, n2), 1) #前n日低点\n", " for i in range(h.discard, len(k)):\n", " if (c[i] >= h[i]):\n", " self._add_buy_signal(k[i].datetime)\n", " elif (c[i] <= L[i]):\n", " self._add_sell_signal(k[i].datetime)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "my_sg = crtSG(TurtleSG, {'n1': 20, 'n2': 10}, 'TurtleSG')\n", "\n", "my_mm = MM_FixedCount(1000)\n", "\n", "s = sm['sz000001']\n", "query = Query(Datetime(200101010000), Datetime(201705010000))\n", "\n", "my_sys.mm = my_mm\n", "my_sys.sg = my_sg\n", "my_sys.run(s, query)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[Datetime(2001,1,2,0,0,0,0,0), Datetime(2001,1,3,0,0,0,0,0), Datetime(2001,1,4,0,0,0,0,0), Datetime(2001,1,5,0,0,0,0,0), Datetime(2001,1,8,0,0,0,0,0), Datetime(2001,1,9,0,0,0,0,0), Datetime(2001,1,10,0,0,0,0,0), Datetime(2001,1,11,0,0,0,0,0), Datetime(2001,1,12,0,0,0,0,0), Datetime(2001,1,15,0,0,0,0,0), Datetime(2001,1,16,0,0,0,0,0), Datetime(2001,1,17,0,0,0,0,0), Datetime(2001,1,18,0,0,0,0,0), 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Datetime(2002,7,17,0,0,0,0,0), Datetime(2002,7,18,0,0,0,0,0), Datetime(2002,7,19,0,0,0,0,0), Datetime(2002,7,22,0,0,0,0,0), Datetime(2002,7,23,0,0,0,0,0), Datetime(2002,7,24,0,0,0,0,0), Datetime(2002,7,25,0,0,0,0,0), Datetime(2002,7,26,0,0,0,0,0), Datetime(2002,7,29,0,0,0,0,0), Datetime(2002,7,30,0,0,0,0,0), Datetime(2002,7,31,0,0,0,0,0), Datetime(2002,8,1,0,0,0,0,0), Datetime(2002,8,2,0,0,0,0,0), Datetime(2002,8,5,0,0,0,0,0), Datetime(2002,8,6,0,0,0,0,0), Datetime(2002,8,7,0,0,0,0,0), Datetime(2002,8,8,0,0,0,0,0), Datetime(2002,8,9,0,0,0,0,0), Datetime(2002,8,12,0,0,0,0,0), Datetime(2002,8,13,0,0,0,0,0), Datetime(2002,8,14,0,0,0,0,0), Datetime(2002,8,15,0,0,0,0,0), Datetime(2002,8,16,0,0,0,0,0), Datetime(2002,8,19,0,0,0,0,0), Datetime(2002,8,20,0,0,0,0,0), Datetime(2002,8,21,0,0,0,0,0), Datetime(2002,8,22,0,0,0,0,0), Datetime(2002,8,23,0,0,0,0,0), Datetime(2002,8,26,0,0,0,0,0), Datetime(2002,8,27,0,0,0,0,0), Datetime(2002,8,28,0,0,0,0,0), Datetime(2002,8,29,0,0,0,0,0), Datetime(2002,8,30,0,0,0,0,0), Datetime(2002,9,2,0,0,0,0,0), Datetime(2002,9,3,0,0,0,0,0), Datetime(2002,9,4,0,0,0,0,0), Datetime(2002,9,5,0,0,0,0,0), Datetime(2002,9,6,0,0,0,0,0), Datetime(2002,9,9,0,0,0,0,0), Datetime(2002,9,10,0,0,0,0,0), Datetime(2002,9,11,0,0,0,0,0), Datetime(2002,9,12,0,0,0,0,0), Datetime(2002,9,13,0,0,0,0,0), Datetime(2002,9,16,0,0,0,0,0), Datetime(2002,9,17,0,0,0,0,0), Datetime(2002,9,18,0,0,0,0,0), Datetime(2002,9,19,0,0,0,0,0), Datetime(2002,9,20,0,0,0,0,0), Datetime(2002,9,23,0,0,0,0,0), Datetime(2002,9,24,0,0,0,0,0), Datetime(2002,9,25,0,0,0,0,0), Datetime(2002,9,26,0,0,0,0,0), Datetime(2002,9,27,0,0,0,0,0), Datetime(2002,10,8,0,0,0,0,0), Datetime(2002,10,9,0,0,0,0,0), Datetime(2002,10,10,0,0,0,0,0), Datetime(2002,10,11,0,0,0,0,0), Datetime(2002,10,14,0,0,0,0,0), Datetime(2002,10,15,0,0,0,0,0), Datetime(2002,10,16,0,0,0,0,0), Datetime(2002,10,17,0,0,0,0,0), Datetime(2002,10,18,0,0,0,0,0), Datetime(2002,10,21,0,0,0,0,0), Datetime(2002,10,22,0,0,0,0,0), Datetime(2002,10,23,0,0,0,0,0), Datetime(2002,10,24,0,0,0,0,0), Datetime(2002,10,25,0,0,0,0,0), Datetime(2002,10,28,0,0,0,0,0), Datetime(2002,10,29,0,0,0,0,0), Datetime(2002,10,30,0,0,0,0,0), Datetime(2002,10,31,0,0,0,0,0), Datetime(2002,11,1,0,0,0,0,0), Datetime(2002,11,4,0,0,0,0,0), Datetime(2002,11,5,0,0,0,0,0), Datetime(2002,11,6,0,0,0,0,0), Datetime(2002,11,7,0,0,0,0,0), Datetime(2002,11,8,0,0,0,0,0), Datetime(2002,11,11,0,0,0,0,0), Datetime(2002,11,12,0,0,0,0,0), Datetime(2002,11,13,0,0,0,0,0), Datetime(2002,11,14,0,0,0,0,0), Datetime(2002,11,15,0,0,0,0,0), Datetime(2002,11,18,0,0,0,0,0), Datetime(2002,11,19,0,0,0,0,0), Datetime(2002,11,20,0,0,0,0,0), Datetime(2002,11,21,0,0,0,0,0), Datetime(2002,11,22,0,0,0,0,0), Datetime(2002,11,25,0,0,0,0,0), Datetime(2002,11,26,0,0,0,0,0), Datetime(2002,11,27,0,0,0,0,0), Datetime(2002,11,28,0,0,0,0,0), Datetime(2002,11,29,0,0,0,0,0), Datetime(2002,12,2,0,0,0,0,0), Datetime(2002,12,3,0,0,0,0,0), Datetime(2002,12,4,0,0,0,0,0), Datetime(2002,12,5,0,0,0,0,0), Datetime(2002,12,6,0,0,0,0,0), Datetime(2002,12,9,0,0,0,0,0), Datetime(2002,12,10,0,0,0,0,0), Datetime(2002,12,11,0,0,0,0,0), Datetime(2002,12,12,0,0,0,0,0), Datetime(2002,12,13,0,0,0,0,0), Datetime(2002,12,16,0,0,0,0,0), Datetime(2002,12,17,0,0,0,0,0), Datetime(2002,12,18,0,0,0,0,0), Datetime(2002,12,19,0,0,0,0,0), Datetime(2002,12,20,0,0,0,0,0), Datetime(2002,12,23,0,0,0,0,0), Datetime(2002,12,24,0,0,0,0,0), Datetime(2002,12,25,0,0,0,0,0), Datetime(2002,12,26,0,0,0,0,0), Datetime(2002,12,27,0,0,0,0,0), Datetime(2002,12,30,0,0,0,0,0), Datetime(2002,12,31,0,0,0,0,0), Datetime(2003,1,2,0,0,0,0,0), Datetime(2003,1,3,0,0,0,0,0), Datetime(2003,1,6,0,0,0,0,0), Datetime(2003,1,7,0,0,0,0,0), Datetime(2003,1,8,0,0,0,0,0), Datetime(2003,1,9,0,0,0,0,0), Datetime(2003,1,10,0,0,0,0,0), Datetime(2003,1,13,0,0,0,0,0), Datetime(2003,1,14,0,0,0,0,0), Datetime(2003,1,15,0,0,0,0,0), Datetime(2003,1,16,0,0,0,0,0), Datetime(2003,1,17,0,0,0,0,0), Datetime(2003,1,20,0,0,0,0,0), Datetime(2003,1,21,0,0,0,0,0), Datetime(2003,1,22,0,0,0,0,0), Datetime(2003,1,23,0,0,0,0,0), Datetime(2003,1,24,0,0,0,0,0), Datetime(2003,1,27,0,0,0,0,0), Datetime(2003,1,28,0,0,0,0,0), Datetime(2003,1,29,0,0,0,0,0), Datetime(2003,2,10,0,0,0,0,0), Datetime(2003,2,11,0,0,0,0,0), Datetime(2003,2,12,0,0,0,0,0), Datetime(2003,2,13,0,0,0,0,0), Datetime(2003,2,14,0,0,0,0,0), Datetime(2003,2,17,0,0,0,0,0), Datetime(2003,2,18,0,0,0,0,0), Datetime(2003,2,19,0,0,0,0,0), Datetime(2003,2,20,0,0,0,0,0), Datetime(2003,2,21,0,0,0,0,0), Datetime(2003,2,24,0,0,0,0,0), Datetime(2003,2,25,0,0,0,0,0), Datetime(2003,2,26,0,0,0,0,0), Datetime(2003,2,27,0,0,0,0,0), Datetime(2003,2,28,0,0,0,0,0), Datetime(2003,3,3,0,0,0,0,0), Datetime(2003,3,4,0,0,0,0,0), Datetime(2003,3,5,0,0,0,0,0), Datetime(2003,3,6,0,0,0,0,0), Datetime(2003,3,7,0,0,0,0,0), Datetime(2003,3,10,0,0,0,0,0), Datetime(2003,3,11,0,0,0,0,0), Datetime(2003,3,12,0,0,0,0,0), Datetime(2003,3,13,0,0,0,0,0), Datetime(2003,3,14,0,0,0,0,0), Datetime(2003,3,17,0,0,0,0,0), Datetime(2003,3,18,0,0,0,0,0), Datetime(2003,3,19,0,0,0,0,0), Datetime(2003,3,20,0,0,0,0,0), Datetime(2003,3,21,0,0,0,0,0), Datetime(2003,3,24,0,0,0,0,0), Datetime(2003,3,25,0,0,0,0,0), Datetime(2003,3,26,0,0,0,0,0), Datetime(2003,3,27,0,0,0,0,0), Datetime(2003,3,28,0,0,0,0,0), Datetime(2003,3,31,0,0,0,0,0), Datetime(2003,4,1,0,0,0,0,0), Datetime(2003,4,2,0,0,0,0,0), Datetime(2003,4,3,0,0,0,0,0), Datetime(2003,4,4,0,0,0,0,0), Datetime(2003,4,7,0,0,0,0,0), Datetime(2003,4,8,0,0,0,0,0), Datetime(2003,4,9,0,0,0,0,0), Datetime(2003,4,10,0,0,0,0,0), Datetime(2003,4,11,0,0,0,0,0), Datetime(2003,4,14,0,0,0,0,0), Datetime(2003,4,15,0,0,0,0,0), Datetime(2003,4,16,0,0,0,0,0), Datetime(2003,4,17,0,0,0,0,0), Datetime(2003,4,18,0,0,0,0,0), Datetime(2003,4,21,0,0,0,0,0), Datetime(2003,4,22,0,0,0,0,0), Datetime(2003,4,23,0,0,0,0,0), Datetime(2003,4,24,0,0,0,0,0), Datetime(2003,4,25,0,0,0,0,0), Datetime(2003,4,28,0,0,0,0,0), Datetime(2003,4,29,0,0,0,0,0), Datetime(2003,4,30,0,0,0,0,0), Datetime(2003,5,12,0,0,0,0,0), Datetime(2003,5,13,0,0,0,0,0), Datetime(2003,5,14,0,0,0,0,0), Datetime(2003,5,15,0,0,0,0,0), Datetime(2003,5,16,0,0,0,0,0), Datetime(2003,5,19,0,0,0,0,0), Datetime(2003,5,20,0,0,0,0,0), Datetime(2003,5,21,0,0,0,0,0), Datetime(2003,5,22,0,0,0,0,0), Datetime(2003,5,23,0,0,0,0,0), Datetime(2003,5,26,0,0,0,0,0), Datetime(2003,5,27,0,0,0,0,0), Datetime(2003,5,28,0,0,0,0,0), Datetime(2003,5,29,0,0,0,0,0), Datetime(2003,5,30,0,0,0,0,0), Datetime(2003,6,2,0,0,0,0,0), Datetime(2003,6,3,0,0,0,0,0), Datetime(2003,6,4,0,0,0,0,0), Datetime(2003,6,5,0,0,0,0,0), Datetime(2003,6,6,0,0,0,0,0), Datetime(2003,6,9,0,0,0,0,0), Datetime(2003,6,10,0,0,0,0,0), Datetime(2003,6,11,0,0,0,0,0), Datetime(2003,6,12,0,0,0,0,0), Datetime(2003,6,13,0,0,0,0,0), Datetime(2003,6,16,0,0,0,0,0), Datetime(2003,6,17,0,0,0,0,0), Datetime(2003,6,18,0,0,0,0,0), Datetime(2003,6,19,0,0,0,0,0), Datetime(2003,6,20,0,0,0,0,0), Datetime(2003,6,23,0,0,0,0,0), Datetime(2003,6,24,0,0,0,0,0), Datetime(2003,6,25,0,0,0,0,0), Datetime(2003,6,26,0,0,0,0,0), Datetime(2003,6,27,0,0,0,0,0), Datetime(2003,6,30,0,0,0,0,0), Datetime(2003,7,1,0,0,0,0,0), Datetime(2003,7,2,0,0,0,0,0), Datetime(2003,7,3,0,0,0,0,0), Datetime(2003,7,4,0,0,0,0,0), Datetime(2003,7,7,0,0,0,0,0), Datetime(2003,7,8,0,0,0,0,0), Datetime(2003,7,9,0,0,0,0,0), Datetime(2003,7,10,0,0,0,0,0), Datetime(2003,7,11,0,0,0,0,0), Datetime(2003,7,14,0,0,0,0,0), Datetime(2003,7,15,0,0,0,0,0), Datetime(2003,7,16,0,0,0,0,0), Datetime(2003,7,17,0,0,0,0,0), Datetime(2003,7,18,0,0,0,0,0), Datetime(2003,7,21,0,0,0,0,0), Datetime(2003,7,22,0,0,0,0,0), Datetime(2003,7,23,0,0,0,0,0), Datetime(2003,7,24,0,0,0,0,0), Datetime(2003,7,25,0,0,0,0,0), Datetime(2003,7,28,0,0,0,0,0), Datetime(2003,7,29,0,0,0,0,0), Datetime(2003,7,30,0,0,0,0,0), Datetime(2003,7,31,0,0,0,0,0), Datetime(2003,8,1,0,0,0,0,0), Datetime(2003,8,4,0,0,0,0,0), Datetime(2003,8,5,0,0,0,0,0), Datetime(2003,8,6,0,0,0,0,0), Datetime(2003,8,7,0,0,0,0,0), Datetime(2003,8,8,0,0,0,0,0), Datetime(2003,8,11,0,0,0,0,0), Datetime(2003,8,12,0,0,0,0,0), Datetime(2003,8,13,0,0,0,0,0), Datetime(2003,8,14,0,0,0,0,0), Datetime(2003,8,15,0,0,0,0,0), Datetime(2003,8,18,0,0,0,0,0), Datetime(2003,8,19,0,0,0,0,0), Datetime(2003,8,20,0,0,0,0,0), Datetime(2003,8,21,0,0,0,0,0), Datetime(2003,8,22,0,0,0,0,0), Datetime(2003,8,25,0,0,0,0,0), Datetime(2003,8,26,0,0,0,0,0), Datetime(2003,8,27,0,0,0,0,0), Datetime(2003,8,28,0,0,0,0,0), Datetime(2003,8,29,0,0,0,0,0), Datetime(2003,9,1,0,0,0,0,0), Datetime(2003,9,2,0,0,0,0,0), Datetime(2003,9,3,0,0,0,0,0), Datetime(2003,9,4,0,0,0,0,0), Datetime(2003,9,5,0,0,0,0,0), Datetime(2003,9,8,0,0,0,0,0), Datetime(2003,9,9,0,0,0,0,0), Datetime(2003,9,10,0,0,0,0,0), Datetime(2003,9,11,0,0,0,0,0), Datetime(2003,9,12,0,0,0,0,0), Datetime(2003,9,15,0,0,0,0,0), Datetime(2003,9,16,0,0,0,0,0), Datetime(2003,9,17,0,0,0,0,0), Datetime(2003,9,18,0,0,0,0,0), Datetime(2003,9,19,0,0,0,0,0), Datetime(2003,9,22,0,0,0,0,0), Datetime(2003,9,23,0,0,0,0,0), Datetime(2003,9,24,0,0,0,0,0), Datetime(2003,9,25,0,0,0,0,0), Datetime(2003,9,26,0,0,0,0,0), Datetime(2003,9,29,0,0,0,0,0), Datetime(2003,9,30,0,0,0,0,0), Datetime(2003,10,8,0,0,0,0,0), Datetime(2003,10,9,0,0,0,0,0), Datetime(2003,10,10,0,0,0,0,0), Datetime(2003,10,13,0,0,0,0,0), Datetime(2003,10,14,0,0,0,0,0), Datetime(2003,10,15,0,0,0,0,0), Datetime(2003,10,16,0,0,0,0,0), Datetime(2003,10,17,0,0,0,0,0), Datetime(2003,10,20,0,0,0,0,0), Datetime(2003,10,21,0,0,0,0,0), Datetime(2003,10,22,0,0,0,0,0), Datetime(2003,10,23,0,0,0,0,0), Datetime(2003,10,24,0,0,0,0,0), Datetime(2003,10,27,0,0,0,0,0), Datetime(2003,10,28,0,0,0,0,0), Datetime(2003,10,29,0,0,0,0,0), Datetime(2003,10,30,0,0,0,0,0), Datetime(2003,10,31,0,0,0,0,0), Datetime(2003,11,3,0,0,0,0,0), Datetime(2003,11,4,0,0,0,0,0), Datetime(2003,11,5,0,0,0,0,0), Datetime(2003,11,6,0,0,0,0,0), Datetime(2003,11,7,0,0,0,0,0), Datetime(2003,11,10,0,0,0,0,0), Datetime(2003,11,11,0,0,0,0,0), Datetime(2003,11,12,0,0,0,0,0), Datetime(2003,11,13,0,0,0,0,0), Datetime(2003,11,14,0,0,0,0,0), Datetime(2003,11,17,0,0,0,0,0), Datetime(2003,11,18,0,0,0,0,0), Datetime(2003,11,19,0,0,0,0,0), Datetime(2003,11,20,0,0,0,0,0), Datetime(2003,11,21,0,0,0,0,0), Datetime(2003,11,24,0,0,0,0,0), Datetime(2003,11,25,0,0,0,0,0), Datetime(2003,11,26,0,0,0,0,0), Datetime(2003,11,27,0,0,0,0,0), Datetime(2003,11,28,0,0,0,0,0), Datetime(2003,12,1,0,0,0,0,0), Datetime(2003,12,2,0,0,0,0,0), Datetime(2003,12,3,0,0,0,0,0), Datetime(2003,12,4,0,0,0,0,0), Datetime(2003,12,5,0,0,0,0,0), Datetime(2003,12,8,0,0,0,0,0), Datetime(2003,12,9,0,0,0,0,0), Datetime(2003,12,10,0,0,0,0,0), Datetime(2003,12,11,0,0,0,0,0), Datetime(2003,12,12,0,0,0,0,0), Datetime(2003,12,15,0,0,0,0,0), Datetime(2003,12,16,0,0,0,0,0), Datetime(2003,12,17,0,0,0,0,0), Datetime(2003,12,18,0,0,0,0,0), Datetime(2003,12,19,0,0,0,0,0), Datetime(2003,12,22,0,0,0,0,0), Datetime(2003,12,23,0,0,0,0,0), Datetime(2003,12,24,0,0,0,0,0), Datetime(2003,12,25,0,0,0,0,0), Datetime(2003,12,26,0,0,0,0,0), Datetime(2003,12,29,0,0,0,0,0), Datetime(2003,12,30,0,0,0,0,0), Datetime(2003,12,31,0,0,0,0,0), Datetime(2004,1,2,0,0,0,0,0), Datetime(2004,1,5,0,0,0,0,0), Datetime(2004,1,6,0,0,0,0,0), Datetime(2004,1,7,0,0,0,0,0), Datetime(2004,1,8,0,0,0,0,0), Datetime(2004,1,9,0,0,0,0,0), Datetime(2004,1,12,0,0,0,0,0), Datetime(2004,1,13,0,0,0,0,0), Datetime(2004,1,14,0,0,0,0,0), Datetime(2004,1,15,0,0,0,0,0), Datetime(2004,1,16,0,0,0,0,0), Datetime(2004,1,29,0,0,0,0,0), Datetime(2004,1,30,0,0,0,0,0), Datetime(2004,2,2,0,0,0,0,0), Datetime(2004,2,3,0,0,0,0,0), Datetime(2004,2,4,0,0,0,0,0), Datetime(2004,2,5,0,0,0,0,0), Datetime(2004,2,6,0,0,0,0,0), Datetime(2004,2,9,0,0,0,0,0), Datetime(2004,2,10,0,0,0,0,0), Datetime(2004,2,11,0,0,0,0,0), Datetime(2004,2,12,0,0,0,0,0), Datetime(2004,2,13,0,0,0,0,0), Datetime(2004,2,16,0,0,0,0,0), Datetime(2004,2,17,0,0,0,0,0), Datetime(2004,2,18,0,0,0,0,0), Datetime(2004,2,19,0,0,0,0,0), Datetime(2004,2,20,0,0,0,0,0), Datetime(2004,2,23,0,0,0,0,0), Datetime(2004,2,24,0,0,0,0,0), Datetime(2004,2,25,0,0,0,0,0), Datetime(2004,2,26,0,0,0,0,0), Datetime(2004,2,27,0,0,0,0,0), Datetime(2004,3,1,0,0,0,0,0), Datetime(2004,3,2,0,0,0,0,0), Datetime(2004,3,3,0,0,0,0,0), Datetime(2004,3,4,0,0,0,0,0), Datetime(2004,3,5,0,0,0,0,0), Datetime(2004,3,8,0,0,0,0,0), Datetime(2004,3,9,0,0,0,0,0), Datetime(2004,3,10,0,0,0,0,0), Datetime(2004,3,11,0,0,0,0,0), Datetime(2004,3,12,0,0,0,0,0), Datetime(2004,3,15,0,0,0,0,0), Datetime(2004,3,16,0,0,0,0,0), Datetime(2004,3,17,0,0,0,0,0), Datetime(2004,3,18,0,0,0,0,0), Datetime(2004,3,19,0,0,0,0,0), Datetime(2004,3,22,0,0,0,0,0), Datetime(2004,3,23,0,0,0,0,0), Datetime(2004,3,24,0,0,0,0,0), Datetime(2004,3,25,0,0,0,0,0), Datetime(2004,3,26,0,0,0,0,0), Datetime(2004,3,29,0,0,0,0,0), Datetime(2004,3,30,0,0,0,0,0), Datetime(2004,3,31,0,0,0,0,0), Datetime(2004,4,1,0,0,0,0,0), Datetime(2004,4,2,0,0,0,0,0), Datetime(2004,4,5,0,0,0,0,0), Datetime(2004,4,6,0,0,0,0,0), Datetime(2004,4,7,0,0,0,0,0), Datetime(2004,4,8,0,0,0,0,0), Datetime(2004,4,9,0,0,0,0,0), Datetime(2004,4,12,0,0,0,0,0), Datetime(2004,4,13,0,0,0,0,0), Datetime(2004,4,14,0,0,0,0,0), Datetime(2004,4,15,0,0,0,0,0), Datetime(2004,4,16,0,0,0,0,0), Datetime(2004,4,19,0,0,0,0,0), Datetime(2004,4,20,0,0,0,0,0), Datetime(2004,4,21,0,0,0,0,0), Datetime(2004,4,22,0,0,0,0,0), Datetime(2004,4,23,0,0,0,0,0), Datetime(2004,4,26,0,0,0,0,0), Datetime(2004,4,27,0,0,0,0,0), Datetime(2004,4,28,0,0,0,0,0), Datetime(2004,4,29,0,0,0,0,0), Datetime(2004,4,30,0,0,0,0,0), Datetime(2004,5,10,0,0,0,0,0), Datetime(2004,5,11,0,0,0,0,0), Datetime(2004,5,12,0,0,0,0,0), Datetime(2004,5,13,0,0,0,0,0), Datetime(2004,5,14,0,0,0,0,0), Datetime(2004,5,17,0,0,0,0,0), Datetime(2004,5,18,0,0,0,0,0), Datetime(2004,5,19,0,0,0,0,0), Datetime(2004,5,20,0,0,0,0,0), Datetime(2004,5,21,0,0,0,0,0), Datetime(2004,5,24,0,0,0,0,0), Datetime(2004,5,25,0,0,0,0,0), Datetime(2004,5,26,0,0,0,0,0), Datetime(2004,5,27,0,0,0,0,0), Datetime(2004,5,28,0,0,0,0,0), Datetime(2004,5,31,0,0,0,0,0), Datetime(2004,6,1,0,0,0,0,0), Datetime(2004,6,2,0,0,0,0,0), Datetime(2004,6,3,0,0,0,0,0), Datetime(2004,6,4,0,0,0,0,0), Datetime(2004,6,7,0,0,0,0,0), Datetime(2004,6,8,0,0,0,0,0), Datetime(2004,6,9,0,0,0,0,0), Datetime(2004,6,10,0,0,0,0,0), Datetime(2004,6,11,0,0,0,0,0), Datetime(2004,6,14,0,0,0,0,0), Datetime(2004,6,15,0,0,0,0,0), Datetime(2004,6,16,0,0,0,0,0), Datetime(2004,6,17,0,0,0,0,0), Datetime(2004,6,18,0,0,0,0,0), Datetime(2004,6,21,0,0,0,0,0), Datetime(2004,6,22,0,0,0,0,0), Datetime(2004,6,23,0,0,0,0,0), Datetime(2004,6,24,0,0,0,0,0), Datetime(2004,6,25,0,0,0,0,0), Datetime(2004,6,28,0,0,0,0,0), Datetime(2004,6,29,0,0,0,0,0), Datetime(2004,6,30,0,0,0,0,0), Datetime(2004,7,1,0,0,0,0,0), Datetime(2004,7,2,0,0,0,0,0), Datetime(2004,7,5,0,0,0,0,0), Datetime(2004,7,6,0,0,0,0,0), Datetime(2004,7,7,0,0,0,0,0), Datetime(2004,7,8,0,0,0,0,0), Datetime(2004,7,9,0,0,0,0,0), Datetime(2004,7,12,0,0,0,0,0), Datetime(2004,7,13,0,0,0,0,0), Datetime(2004,7,14,0,0,0,0,0), Datetime(2004,7,15,0,0,0,0,0), Datetime(2004,7,16,0,0,0,0,0), Datetime(2004,7,19,0,0,0,0,0), Datetime(2004,7,20,0,0,0,0,0), Datetime(2004,7,21,0,0,0,0,0), Datetime(2004,7,22,0,0,0,0,0), Datetime(2004,7,23,0,0,0,0,0), Datetime(2004,7,26,0,0,0,0,0), Datetime(2004,7,27,0,0,0,0,0), Datetime(2004,7,28,0,0,0,0,0), Datetime(2004,7,29,0,0,0,0,0), Datetime(2004,7,30,0,0,0,0,0), Datetime(2004,8,2,0,0,0,0,0), Datetime(2004,8,3,0,0,0,0,0), Datetime(2004,8,4,0,0,0,0,0), Datetime(2004,8,5,0,0,0,0,0), Datetime(2004,8,6,0,0,0,0,0), Datetime(2004,8,9,0,0,0,0,0), Datetime(2004,8,10,0,0,0,0,0), Datetime(2004,8,11,0,0,0,0,0), Datetime(2004,8,12,0,0,0,0,0), Datetime(2004,8,13,0,0,0,0,0), Datetime(2004,8,16,0,0,0,0,0), Datetime(2004,8,17,0,0,0,0,0), Datetime(2004,8,18,0,0,0,0,0), Datetime(2004,8,19,0,0,0,0,0), Datetime(2004,8,20,0,0,0,0,0), Datetime(2004,8,23,0,0,0,0,0), Datetime(2004,8,24,0,0,0,0,0), Datetime(2004,8,25,0,0,0,0,0), Datetime(2004,8,26,0,0,0,0,0), Datetime(2004,8,27,0,0,0,0,0), Datetime(2004,8,30,0,0,0,0,0), Datetime(2004,8,31,0,0,0,0,0), Datetime(2004,9,1,0,0,0,0,0), Datetime(2004,9,2,0,0,0,0,0), Datetime(2004,9,3,0,0,0,0,0), Datetime(2004,9,6,0,0,0,0,0), Datetime(2004,9,7,0,0,0,0,0), Datetime(2004,9,8,0,0,0,0,0), Datetime(2004,9,9,0,0,0,0,0), Datetime(2004,9,10,0,0,0,0,0), Datetime(2004,9,13,0,0,0,0,0), Datetime(2004,9,14,0,0,0,0,0), Datetime(2004,9,15,0,0,0,0,0), Datetime(2004,9,16,0,0,0,0,0), Datetime(2004,9,17,0,0,0,0,0), Datetime(2004,9,20,0,0,0,0,0), Datetime(2004,9,21,0,0,0,0,0), Datetime(2004,9,22,0,0,0,0,0), Datetime(2004,9,23,0,0,0,0,0), Datetime(2004,9,24,0,0,0,0,0), Datetime(2004,9,27,0,0,0,0,0), Datetime(2004,9,28,0,0,0,0,0), Datetime(2004,9,29,0,0,0,0,0), Datetime(2004,9,30,0,0,0,0,0), Datetime(2004,10,8,0,0,0,0,0), Datetime(2004,10,11,0,0,0,0,0), Datetime(2004,10,12,0,0,0,0,0), Datetime(2004,10,13,0,0,0,0,0), Datetime(2004,10,14,0,0,0,0,0), Datetime(2004,10,15,0,0,0,0,0), Datetime(2004,10,18,0,0,0,0,0), Datetime(2004,10,19,0,0,0,0,0), Datetime(2004,10,20,0,0,0,0,0), Datetime(2004,10,21,0,0,0,0,0), Datetime(2004,10,22,0,0,0,0,0), Datetime(2004,10,25,0,0,0,0,0), Datetime(2004,10,26,0,0,0,0,0), Datetime(2004,10,27,0,0,0,0,0), Datetime(2004,10,28,0,0,0,0,0), Datetime(2004,10,29,0,0,0,0,0), Datetime(2004,11,1,0,0,0,0,0), Datetime(2004,11,2,0,0,0,0,0), Datetime(2004,11,3,0,0,0,0,0), Datetime(2004,11,4,0,0,0,0,0), Datetime(2004,11,5,0,0,0,0,0), Datetime(2004,11,8,0,0,0,0,0), Datetime(2004,11,9,0,0,0,0,0), Datetime(2004,11,10,0,0,0,0,0), Datetime(2004,11,11,0,0,0,0,0), Datetime(2004,11,12,0,0,0,0,0), Datetime(2004,11,15,0,0,0,0,0), Datetime(2004,11,16,0,0,0,0,0), Datetime(2004,11,17,0,0,0,0,0), Datetime(2004,11,18,0,0,0,0,0), Datetime(2004,11,19,0,0,0,0,0), Datetime(2004,11,22,0,0,0,0,0), Datetime(2004,11,23,0,0,0,0,0), Datetime(2004,11,24,0,0,0,0,0), Datetime(2004,11,25,0,0,0,0,0), Datetime(2004,11,26,0,0,0,0,0), Datetime(2004,11,29,0,0,0,0,0), Datetime(2004,11,30,0,0,0,0,0), Datetime(2004,12,1,0,0,0,0,0), Datetime(2004,12,2,0,0,0,0,0), Datetime(2004,12,3,0,0,0,0,0), Datetime(2004,12,6,0,0,0,0,0), Datetime(2004,12,7,0,0,0,0,0), Datetime(2004,12,8,0,0,0,0,0), Datetime(2004,12,9,0,0,0,0,0), Datetime(2004,12,10,0,0,0,0,0), Datetime(2004,12,13,0,0,0,0,0), Datetime(2004,12,14,0,0,0,0,0), Datetime(2004,12,15,0,0,0,0,0), Datetime(2004,12,16,0,0,0,0,0), Datetime(2004,12,17,0,0,0,0,0), Datetime(2004,12,20,0,0,0,0,0), Datetime(2004,12,21,0,0,0,0,0), Datetime(2004,12,22,0,0,0,0,0), Datetime(2004,12,23,0,0,0,0,0), Datetime(2004,12,24,0,0,0,0,0), Datetime(2004,12,27,0,0,0,0,0), Datetime(2004,12,28,0,0,0,0,0), Datetime(2004,12,29,0,0,0,0,0), Datetime(2004,12,30,0,0,0,0,0), Datetime(2004,12,31,0,0,0,0,0), Datetime(2005,1,4,0,0,0,0,0), Datetime(2005,1,5,0,0,0,0,0), Datetime(2005,1,6,0,0,0,0,0), Datetime(2005,1,7,0,0,0,0,0), Datetime(2005,1,10,0,0,0,0,0), Datetime(2005,1,11,0,0,0,0,0), Datetime(2005,1,12,0,0,0,0,0), Datetime(2005,1,13,0,0,0,0,0), Datetime(2005,1,14,0,0,0,0,0), Datetime(2005,1,17,0,0,0,0,0), Datetime(2005,1,18,0,0,0,0,0), Datetime(2005,1,19,0,0,0,0,0), Datetime(2005,1,20,0,0,0,0,0), Datetime(2005,1,21,0,0,0,0,0), Datetime(2005,1,24,0,0,0,0,0), Datetime(2005,1,25,0,0,0,0,0), Datetime(2005,1,26,0,0,0,0,0), Datetime(2005,1,27,0,0,0,0,0), Datetime(2005,1,28,0,0,0,0,0), Datetime(2005,1,31,0,0,0,0,0), Datetime(2005,2,1,0,0,0,0,0), Datetime(2005,2,2,0,0,0,0,0), Datetime(2005,2,3,0,0,0,0,0), Datetime(2005,2,4,0,0,0,0,0), Datetime(2005,2,16,0,0,0,0,0), Datetime(2005,2,17,0,0,0,0,0), Datetime(2005,2,18,0,0,0,0,0), Datetime(2005,2,21,0,0,0,0,0), Datetime(2005,2,22,0,0,0,0,0), Datetime(2005,2,23,0,0,0,0,0), Datetime(2005,2,24,0,0,0,0,0), Datetime(2005,2,25,0,0,0,0,0), Datetime(2005,2,28,0,0,0,0,0), Datetime(2005,3,1,0,0,0,0,0), Datetime(2005,3,2,0,0,0,0,0), Datetime(2005,3,3,0,0,0,0,0), Datetime(2005,3,4,0,0,0,0,0), Datetime(2005,3,7,0,0,0,0,0), Datetime(2005,3,8,0,0,0,0,0), Datetime(2005,3,9,0,0,0,0,0), Datetime(2005,3,10,0,0,0,0,0), Datetime(2005,3,11,0,0,0,0,0), Datetime(2005,3,14,0,0,0,0,0), Datetime(2005,3,15,0,0,0,0,0), Datetime(2005,3,16,0,0,0,0,0), Datetime(2005,3,17,0,0,0,0,0), Datetime(2005,3,18,0,0,0,0,0), Datetime(2005,3,21,0,0,0,0,0), Datetime(2005,3,22,0,0,0,0,0), Datetime(2005,3,23,0,0,0,0,0), Datetime(2005,3,24,0,0,0,0,0), Datetime(2005,3,25,0,0,0,0,0), Datetime(2005,3,28,0,0,0,0,0), Datetime(2005,3,29,0,0,0,0,0), Datetime(2005,3,30,0,0,0,0,0), Datetime(2005,3,31,0,0,0,0,0), Datetime(2005,4,1,0,0,0,0,0), Datetime(2005,4,4,0,0,0,0,0), Datetime(2005,4,5,0,0,0,0,0), Datetime(2005,4,6,0,0,0,0,0), Datetime(2005,4,7,0,0,0,0,0), Datetime(2005,4,8,0,0,0,0,0), Datetime(2005,4,11,0,0,0,0,0), Datetime(2005,4,12,0,0,0,0,0), Datetime(2005,4,13,0,0,0,0,0), Datetime(2005,4,14,0,0,0,0,0), Datetime(2005,4,15,0,0,0,0,0), Datetime(2005,4,18,0,0,0,0,0), Datetime(2005,4,19,0,0,0,0,0), Datetime(2005,4,20,0,0,0,0,0), Datetime(2005,4,21,0,0,0,0,0), Datetime(2005,4,22,0,0,0,0,0), Datetime(2005,4,25,0,0,0,0,0), Datetime(2005,4,26,0,0,0,0,0), Datetime(2005,4,27,0,0,0,0,0), Datetime(2005,4,28,0,0,0,0,0), Datetime(2005,4,29,0,0,0,0,0), Datetime(2005,5,9,0,0,0,0,0), Datetime(2005,5,10,0,0,0,0,0), Datetime(2005,5,11,0,0,0,0,0), Datetime(2005,5,12,0,0,0,0,0), Datetime(2005,5,13,0,0,0,0,0), Datetime(2005,5,16,0,0,0,0,0), Datetime(2005,5,17,0,0,0,0,0), Datetime(2005,5,18,0,0,0,0,0), Datetime(2005,5,19,0,0,0,0,0), Datetime(2005,5,20,0,0,0,0,0), Datetime(2005,5,23,0,0,0,0,0), Datetime(2005,5,24,0,0,0,0,0), Datetime(2005,5,25,0,0,0,0,0), Datetime(2005,5,26,0,0,0,0,0), Datetime(2005,5,27,0,0,0,0,0), Datetime(2005,5,30,0,0,0,0,0), Datetime(2005,5,31,0,0,0,0,0), Datetime(2005,6,1,0,0,0,0,0), Datetime(2005,6,2,0,0,0,0,0), Datetime(2005,6,3,0,0,0,0,0), Datetime(2005,6,6,0,0,0,0,0), Datetime(2005,6,7,0,0,0,0,0), Datetime(2005,6,8,0,0,0,0,0), Datetime(2005,6,9,0,0,0,0,0), Datetime(2005,6,10,0,0,0,0,0), Datetime(2005,6,13,0,0,0,0,0), Datetime(2005,6,14,0,0,0,0,0), Datetime(2005,6,15,0,0,0,0,0), Datetime(2005,6,16,0,0,0,0,0), Datetime(2005,6,17,0,0,0,0,0), Datetime(2005,6,20,0,0,0,0,0), Datetime(2005,6,21,0,0,0,0,0), Datetime(2005,6,22,0,0,0,0,0), Datetime(2005,6,23,0,0,0,0,0), Datetime(2005,6,24,0,0,0,0,0), Datetime(2005,6,27,0,0,0,0,0), Datetime(2005,6,28,0,0,0,0,0), Datetime(2005,6,29,0,0,0,0,0), Datetime(2005,6,30,0,0,0,0,0), Datetime(2005,7,1,0,0,0,0,0), Datetime(2005,7,4,0,0,0,0,0), Datetime(2005,7,5,0,0,0,0,0), Datetime(2005,7,6,0,0,0,0,0), Datetime(2005,7,7,0,0,0,0,0), Datetime(2005,7,8,0,0,0,0,0), Datetime(2005,7,11,0,0,0,0,0), Datetime(2005,7,12,0,0,0,0,0), Datetime(2005,7,13,0,0,0,0,0), Datetime(2005,7,14,0,0,0,0,0), Datetime(2005,7,15,0,0,0,0,0), Datetime(2005,7,18,0,0,0,0,0), Datetime(2005,7,19,0,0,0,0,0), Datetime(2005,7,20,0,0,0,0,0), Datetime(2005,7,21,0,0,0,0,0), Datetime(2005,7,22,0,0,0,0,0), Datetime(2005,7,25,0,0,0,0,0), Datetime(2005,7,26,0,0,0,0,0), Datetime(2005,7,27,0,0,0,0,0), Datetime(2005,7,28,0,0,0,0,0), Datetime(2005,7,29,0,0,0,0,0), Datetime(2005,8,1,0,0,0,0,0), Datetime(2005,8,2,0,0,0,0,0), Datetime(2005,8,3,0,0,0,0,0), Datetime(2005,8,4,0,0,0,0,0), Datetime(2005,8,5,0,0,0,0,0), Datetime(2005,8,8,0,0,0,0,0), Datetime(2005,8,9,0,0,0,0,0), Datetime(2005,8,10,0,0,0,0,0), Datetime(2005,8,11,0,0,0,0,0), Datetime(2005,8,12,0,0,0,0,0), Datetime(2005,8,15,0,0,0,0,0), Datetime(2005,8,16,0,0,0,0,0), Datetime(2005,8,17,0,0,0,0,0), Datetime(2005,8,18,0,0,0,0,0), Datetime(2005,8,19,0,0,0,0,0), Datetime(2005,8,22,0,0,0,0,0), Datetime(2005,8,23,0,0,0,0,0), Datetime(2005,8,24,0,0,0,0,0), Datetime(2005,8,25,0,0,0,0,0), Datetime(2005,8,26,0,0,0,0,0), Datetime(2005,8,29,0,0,0,0,0), Datetime(2005,8,30,0,0,0,0,0), Datetime(2005,8,31,0,0,0,0,0), Datetime(2005,9,1,0,0,0,0,0), Datetime(2005,9,2,0,0,0,0,0), Datetime(2005,9,5,0,0,0,0,0), Datetime(2005,9,6,0,0,0,0,0), Datetime(2005,9,7,0,0,0,0,0), Datetime(2005,9,8,0,0,0,0,0), Datetime(2005,9,9,0,0,0,0,0), Datetime(2005,9,12,0,0,0,0,0), Datetime(2005,9,13,0,0,0,0,0), Datetime(2005,9,14,0,0,0,0,0), Datetime(2005,9,15,0,0,0,0,0), Datetime(2005,9,16,0,0,0,0,0), Datetime(2005,9,19,0,0,0,0,0), Datetime(2005,9,20,0,0,0,0,0), Datetime(2005,9,21,0,0,0,0,0), Datetime(2005,9,22,0,0,0,0,0), Datetime(2005,9,23,0,0,0,0,0), Datetime(2005,9,26,0,0,0,0,0), Datetime(2005,9,27,0,0,0,0,0), Datetime(2005,9,28,0,0,0,0,0), Datetime(2005,9,29,0,0,0,0,0), Datetime(2005,9,30,0,0,0,0,0), Datetime(2005,10,10,0,0,0,0,0), Datetime(2005,10,11,0,0,0,0,0), Datetime(2005,10,12,0,0,0,0,0), Datetime(2005,10,13,0,0,0,0,0), Datetime(2005,10,14,0,0,0,0,0), Datetime(2005,10,17,0,0,0,0,0), Datetime(2005,10,18,0,0,0,0,0), Datetime(2005,10,19,0,0,0,0,0), Datetime(2005,10,20,0,0,0,0,0), Datetime(2005,10,21,0,0,0,0,0), Datetime(2005,10,24,0,0,0,0,0), Datetime(2005,10,25,0,0,0,0,0), Datetime(2005,10,26,0,0,0,0,0), Datetime(2005,10,27,0,0,0,0,0), Datetime(2005,10,28,0,0,0,0,0), Datetime(2005,10,31,0,0,0,0,0), Datetime(2005,11,1,0,0,0,0,0), Datetime(2005,11,2,0,0,0,0,0), Datetime(2005,11,3,0,0,0,0,0), Datetime(2005,11,4,0,0,0,0,0), Datetime(2005,11,7,0,0,0,0,0), Datetime(2005,11,8,0,0,0,0,0), Datetime(2005,11,9,0,0,0,0,0), Datetime(2005,11,10,0,0,0,0,0), Datetime(2005,11,11,0,0,0,0,0), Datetime(2005,11,14,0,0,0,0,0), Datetime(2005,11,15,0,0,0,0,0), Datetime(2005,11,16,0,0,0,0,0), Datetime(2005,11,17,0,0,0,0,0), Datetime(2005,11,18,0,0,0,0,0), Datetime(2005,11,21,0,0,0,0,0), Datetime(2005,11,22,0,0,0,0,0), Datetime(2005,11,23,0,0,0,0,0), Datetime(2005,11,24,0,0,0,0,0), Datetime(2005,11,25,0,0,0,0,0), Datetime(2005,11,28,0,0,0,0,0), Datetime(2005,11,29,0,0,0,0,0), Datetime(2005,11,30,0,0,0,0,0), Datetime(2005,12,1,0,0,0,0,0), Datetime(2005,12,2,0,0,0,0,0), Datetime(2005,12,5,0,0,0,0,0), Datetime(2005,12,6,0,0,0,0,0), Datetime(2005,12,7,0,0,0,0,0), Datetime(2005,12,8,0,0,0,0,0), Datetime(2005,12,9,0,0,0,0,0), Datetime(2005,12,12,0,0,0,0,0), Datetime(2005,12,13,0,0,0,0,0), Datetime(2005,12,14,0,0,0,0,0), Datetime(2005,12,15,0,0,0,0,0), Datetime(2005,12,16,0,0,0,0,0), Datetime(2005,12,19,0,0,0,0,0), Datetime(2005,12,20,0,0,0,0,0), Datetime(2005,12,21,0,0,0,0,0), Datetime(2005,12,22,0,0,0,0,0), Datetime(2005,12,23,0,0,0,0,0), Datetime(2005,12,26,0,0,0,0,0), Datetime(2005,12,27,0,0,0,0,0), Datetime(2005,12,28,0,0,0,0,0), Datetime(2005,12,29,0,0,0,0,0), Datetime(2005,12,30,0,0,0,0,0), Datetime(2006,1,4,0,0,0,0,0), Datetime(2006,1,5,0,0,0,0,0), Datetime(2006,1,6,0,0,0,0,0), Datetime(2006,1,9,0,0,0,0,0), Datetime(2006,1,10,0,0,0,0,0), Datetime(2006,1,11,0,0,0,0,0), Datetime(2006,1,12,0,0,0,0,0), Datetime(2006,1,13,0,0,0,0,0), Datetime(2006,1,16,0,0,0,0,0), Datetime(2006,1,17,0,0,0,0,0), Datetime(2006,1,18,0,0,0,0,0), Datetime(2006,1,19,0,0,0,0,0), Datetime(2006,1,20,0,0,0,0,0), Datetime(2006,1,23,0,0,0,0,0), Datetime(2006,1,24,0,0,0,0,0), Datetime(2006,1,25,0,0,0,0,0), Datetime(2006,2,6,0,0,0,0,0), Datetime(2006,2,7,0,0,0,0,0), Datetime(2006,2,8,0,0,0,0,0), Datetime(2006,2,9,0,0,0,0,0), Datetime(2006,2,10,0,0,0,0,0), Datetime(2006,2,13,0,0,0,0,0), Datetime(2006,2,14,0,0,0,0,0), Datetime(2006,2,15,0,0,0,0,0), Datetime(2006,2,16,0,0,0,0,0), Datetime(2006,2,17,0,0,0,0,0), Datetime(2006,2,20,0,0,0,0,0), Datetime(2006,2,21,0,0,0,0,0), Datetime(2006,2,22,0,0,0,0,0), Datetime(2006,2,23,0,0,0,0,0), Datetime(2006,2,24,0,0,0,0,0), Datetime(2006,2,27,0,0,0,0,0), Datetime(2006,2,28,0,0,0,0,0), Datetime(2006,3,1,0,0,0,0,0), Datetime(2006,3,2,0,0,0,0,0), Datetime(2006,3,3,0,0,0,0,0), Datetime(2006,3,6,0,0,0,0,0), Datetime(2006,3,7,0,0,0,0,0), Datetime(2006,3,8,0,0,0,0,0), Datetime(2006,3,9,0,0,0,0,0), Datetime(2006,3,10,0,0,0,0,0), Datetime(2006,3,13,0,0,0,0,0), Datetime(2006,3,14,0,0,0,0,0), Datetime(2006,3,15,0,0,0,0,0), Datetime(2006,3,16,0,0,0,0,0), Datetime(2006,3,17,0,0,0,0,0), Datetime(2006,3,20,0,0,0,0,0), Datetime(2006,3,21,0,0,0,0,0), Datetime(2006,3,22,0,0,0,0,0), Datetime(2006,3,23,0,0,0,0,0), Datetime(2006,3,24,0,0,0,0,0), Datetime(2006,3,27,0,0,0,0,0), Datetime(2006,3,28,0,0,0,0,0), Datetime(2006,3,29,0,0,0,0,0), Datetime(2006,3,30,0,0,0,0,0), Datetime(2006,3,31,0,0,0,0,0), Datetime(2006,4,3,0,0,0,0,0), Datetime(2006,4,4,0,0,0,0,0), Datetime(2006,4,5,0,0,0,0,0), Datetime(2006,4,6,0,0,0,0,0), Datetime(2006,4,7,0,0,0,0,0), Datetime(2006,4,10,0,0,0,0,0), Datetime(2006,4,11,0,0,0,0,0), Datetime(2006,4,12,0,0,0,0,0), Datetime(2006,4,13,0,0,0,0,0), Datetime(2006,4,14,0,0,0,0,0), Datetime(2006,4,17,0,0,0,0,0), Datetime(2006,4,18,0,0,0,0,0), Datetime(2006,4,19,0,0,0,0,0), Datetime(2006,4,20,0,0,0,0,0), Datetime(2006,4,21,0,0,0,0,0), Datetime(2006,4,24,0,0,0,0,0), Datetime(2006,4,25,0,0,0,0,0), Datetime(2006,4,26,0,0,0,0,0), Datetime(2006,4,27,0,0,0,0,0), Datetime(2006,4,28,0,0,0,0,0), Datetime(2006,5,8,0,0,0,0,0), Datetime(2006,5,9,0,0,0,0,0), Datetime(2006,5,10,0,0,0,0,0), Datetime(2006,5,11,0,0,0,0,0), Datetime(2006,5,12,0,0,0,0,0), Datetime(2006,5,15,0,0,0,0,0), Datetime(2006,5,16,0,0,0,0,0), Datetime(2006,5,17,0,0,0,0,0), Datetime(2006,5,18,0,0,0,0,0), Datetime(2006,5,19,0,0,0,0,0), Datetime(2006,5,22,0,0,0,0,0), Datetime(2006,5,23,0,0,0,0,0), Datetime(2006,5,24,0,0,0,0,0), Datetime(2006,5,25,0,0,0,0,0), Datetime(2006,5,26,0,0,0,0,0), Datetime(2006,5,29,0,0,0,0,0), Datetime(2006,5,30,0,0,0,0,0), Datetime(2006,5,31,0,0,0,0,0), Datetime(2006,6,1,0,0,0,0,0), Datetime(2006,6,2,0,0,0,0,0), Datetime(2006,6,5,0,0,0,0,0), Datetime(2006,6,6,0,0,0,0,0), Datetime(2006,6,7,0,0,0,0,0), Datetime(2006,6,8,0,0,0,0,0), Datetime(2006,6,9,0,0,0,0,0), Datetime(2006,6,12,0,0,0,0,0), Datetime(2006,6,13,0,0,0,0,0), Datetime(2006,6,14,0,0,0,0,0), Datetime(2006,6,15,0,0,0,0,0), Datetime(2006,6,16,0,0,0,0,0), Datetime(2006,6,19,0,0,0,0,0), Datetime(2006,6,20,0,0,0,0,0), Datetime(2006,6,21,0,0,0,0,0), Datetime(2006,6,22,0,0,0,0,0), Datetime(2006,6,23,0,0,0,0,0), Datetime(2006,6,26,0,0,0,0,0), Datetime(2006,6,27,0,0,0,0,0), Datetime(2006,6,28,0,0,0,0,0), Datetime(2006,6,29,0,0,0,0,0), Datetime(2006,6,30,0,0,0,0,0), Datetime(2006,7,3,0,0,0,0,0), Datetime(2006,7,4,0,0,0,0,0), Datetime(2006,7,5,0,0,0,0,0), Datetime(2006,7,6,0,0,0,0,0), Datetime(2006,7,7,0,0,0,0,0), Datetime(2006,7,10,0,0,0,0,0), Datetime(2006,7,11,0,0,0,0,0), Datetime(2006,7,12,0,0,0,0,0), Datetime(2006,7,13,0,0,0,0,0), Datetime(2006,7,14,0,0,0,0,0), Datetime(2006,7,17,0,0,0,0,0), Datetime(2006,7,18,0,0,0,0,0), Datetime(2006,7,19,0,0,0,0,0), Datetime(2006,7,20,0,0,0,0,0), Datetime(2006,7,21,0,0,0,0,0), Datetime(2006,7,24,0,0,0,0,0), Datetime(2006,7,25,0,0,0,0,0), Datetime(2006,7,26,0,0,0,0,0), Datetime(2006,7,27,0,0,0,0,0), Datetime(2006,7,28,0,0,0,0,0), Datetime(2006,7,31,0,0,0,0,0), Datetime(2006,8,1,0,0,0,0,0), Datetime(2006,8,2,0,0,0,0,0), Datetime(2006,8,3,0,0,0,0,0), Datetime(2006,8,4,0,0,0,0,0), Datetime(2006,8,7,0,0,0,0,0), Datetime(2006,8,8,0,0,0,0,0), Datetime(2006,8,9,0,0,0,0,0), Datetime(2006,8,10,0,0,0,0,0), Datetime(2006,8,11,0,0,0,0,0), Datetime(2006,8,14,0,0,0,0,0), Datetime(2006,8,15,0,0,0,0,0), Datetime(2006,8,16,0,0,0,0,0), Datetime(2006,8,17,0,0,0,0,0), Datetime(2006,8,18,0,0,0,0,0), Datetime(2006,8,21,0,0,0,0,0), Datetime(2006,8,22,0,0,0,0,0), Datetime(2006,8,23,0,0,0,0,0), Datetime(2006,8,24,0,0,0,0,0), Datetime(2006,8,25,0,0,0,0,0), Datetime(2006,8,28,0,0,0,0,0), Datetime(2006,8,29,0,0,0,0,0), Datetime(2006,8,30,0,0,0,0,0), Datetime(2006,8,31,0,0,0,0,0), Datetime(2006,9,1,0,0,0,0,0), Datetime(2006,9,4,0,0,0,0,0), Datetime(2006,9,5,0,0,0,0,0), Datetime(2006,9,6,0,0,0,0,0), Datetime(2006,9,7,0,0,0,0,0), Datetime(2006,9,8,0,0,0,0,0), Datetime(2006,9,11,0,0,0,0,0), Datetime(2006,9,12,0,0,0,0,0), Datetime(2006,9,13,0,0,0,0,0), Datetime(2006,9,14,0,0,0,0,0), Datetime(2006,9,15,0,0,0,0,0), Datetime(2006,9,18,0,0,0,0,0), Datetime(2006,9,19,0,0,0,0,0), Datetime(2006,9,20,0,0,0,0,0), Datetime(2006,9,21,0,0,0,0,0), Datetime(2006,9,22,0,0,0,0,0), Datetime(2006,9,25,0,0,0,0,0), Datetime(2006,9,26,0,0,0,0,0), Datetime(2006,9,27,0,0,0,0,0), Datetime(2006,9,28,0,0,0,0,0), Datetime(2006,9,29,0,0,0,0,0), Datetime(2006,10,9,0,0,0,0,0), Datetime(2006,10,10,0,0,0,0,0), Datetime(2006,10,11,0,0,0,0,0), Datetime(2006,10,12,0,0,0,0,0), Datetime(2006,10,13,0,0,0,0,0), Datetime(2006,10,16,0,0,0,0,0), Datetime(2006,10,17,0,0,0,0,0), Datetime(2006,10,18,0,0,0,0,0), Datetime(2006,10,19,0,0,0,0,0), Datetime(2006,10,20,0,0,0,0,0), Datetime(2006,10,23,0,0,0,0,0), Datetime(2006,10,24,0,0,0,0,0), Datetime(2006,10,25,0,0,0,0,0), Datetime(2006,10,26,0,0,0,0,0), Datetime(2006,10,27,0,0,0,0,0), Datetime(2006,10,30,0,0,0,0,0), Datetime(2006,10,31,0,0,0,0,0), Datetime(2006,11,1,0,0,0,0,0), Datetime(2006,11,2,0,0,0,0,0), Datetime(2006,11,3,0,0,0,0,0), Datetime(2006,11,6,0,0,0,0,0), Datetime(2006,11,7,0,0,0,0,0), Datetime(2006,11,8,0,0,0,0,0), Datetime(2006,11,9,0,0,0,0,0), Datetime(2006,11,10,0,0,0,0,0), Datetime(2006,11,13,0,0,0,0,0), Datetime(2006,11,14,0,0,0,0,0), Datetime(2006,11,15,0,0,0,0,0), Datetime(2006,11,16,0,0,0,0,0), Datetime(2006,11,17,0,0,0,0,0), Datetime(2006,11,20,0,0,0,0,0), Datetime(2006,11,21,0,0,0,0,0), Datetime(2006,11,22,0,0,0,0,0), Datetime(2006,11,23,0,0,0,0,0), Datetime(2006,11,24,0,0,0,0,0), Datetime(2006,11,27,0,0,0,0,0), Datetime(2006,11,28,0,0,0,0,0), Datetime(2006,11,29,0,0,0,0,0), Datetime(2006,11,30,0,0,0,0,0), Datetime(2006,12,1,0,0,0,0,0), Datetime(2006,12,4,0,0,0,0,0), Datetime(2006,12,5,0,0,0,0,0), Datetime(2006,12,6,0,0,0,0,0), Datetime(2006,12,7,0,0,0,0,0), Datetime(2006,12,8,0,0,0,0,0), Datetime(2006,12,11,0,0,0,0,0), Datetime(2006,12,12,0,0,0,0,0), Datetime(2006,12,13,0,0,0,0,0), Datetime(2006,12,14,0,0,0,0,0), Datetime(2006,12,15,0,0,0,0,0), Datetime(2006,12,18,0,0,0,0,0), Datetime(2006,12,19,0,0,0,0,0), Datetime(2006,12,20,0,0,0,0,0), Datetime(2006,12,21,0,0,0,0,0), Datetime(2006,12,22,0,0,0,0,0), Datetime(2006,12,25,0,0,0,0,0), Datetime(2006,12,26,0,0,0,0,0), Datetime(2006,12,27,0,0,0,0,0), Datetime(2006,12,28,0,0,0,0,0), Datetime(2006,12,29,0,0,0,0,0), Datetime(2007,1,4,0,0,0,0,0), Datetime(2007,1,5,0,0,0,0,0), Datetime(2007,1,8,0,0,0,0,0), Datetime(2007,1,9,0,0,0,0,0), Datetime(2007,1,10,0,0,0,0,0), Datetime(2007,1,11,0,0,0,0,0), Datetime(2007,1,12,0,0,0,0,0), Datetime(2007,1,15,0,0,0,0,0), Datetime(2007,1,16,0,0,0,0,0), Datetime(2007,1,17,0,0,0,0,0), Datetime(2007,1,18,0,0,0,0,0), Datetime(2007,1,19,0,0,0,0,0), Datetime(2007,1,22,0,0,0,0,0), Datetime(2007,1,23,0,0,0,0,0), Datetime(2007,1,24,0,0,0,0,0), Datetime(2007,1,25,0,0,0,0,0), Datetime(2007,1,26,0,0,0,0,0), Datetime(2007,1,29,0,0,0,0,0), Datetime(2007,1,30,0,0,0,0,0), Datetime(2007,1,31,0,0,0,0,0), Datetime(2007,2,1,0,0,0,0,0), Datetime(2007,2,2,0,0,0,0,0), Datetime(2007,2,5,0,0,0,0,0), Datetime(2007,2,6,0,0,0,0,0), Datetime(2007,2,7,0,0,0,0,0), Datetime(2007,2,8,0,0,0,0,0), Datetime(2007,2,9,0,0,0,0,0), Datetime(2007,2,12,0,0,0,0,0), Datetime(2007,2,13,0,0,0,0,0), Datetime(2007,2,14,0,0,0,0,0), Datetime(2007,2,15,0,0,0,0,0), Datetime(2007,2,16,0,0,0,0,0), Datetime(2007,2,26,0,0,0,0,0), Datetime(2007,2,27,0,0,0,0,0), Datetime(2007,2,28,0,0,0,0,0), Datetime(2007,3,1,0,0,0,0,0), Datetime(2007,3,2,0,0,0,0,0), Datetime(2007,3,5,0,0,0,0,0), Datetime(2007,3,6,0,0,0,0,0), Datetime(2007,3,7,0,0,0,0,0), Datetime(2007,3,8,0,0,0,0,0), Datetime(2007,3,9,0,0,0,0,0), Datetime(2007,3,12,0,0,0,0,0), Datetime(2007,3,13,0,0,0,0,0), Datetime(2007,3,14,0,0,0,0,0), Datetime(2007,3,15,0,0,0,0,0), Datetime(2007,3,16,0,0,0,0,0), Datetime(2007,3,19,0,0,0,0,0), Datetime(2007,3,20,0,0,0,0,0), Datetime(2007,3,21,0,0,0,0,0), Datetime(2007,3,22,0,0,0,0,0), Datetime(2007,3,23,0,0,0,0,0), Datetime(2007,3,26,0,0,0,0,0), Datetime(2007,3,27,0,0,0,0,0), Datetime(2007,3,28,0,0,0,0,0), Datetime(2007,3,29,0,0,0,0,0), Datetime(2007,3,30,0,0,0,0,0), Datetime(2007,4,2,0,0,0,0,0), Datetime(2007,4,3,0,0,0,0,0), Datetime(2007,4,4,0,0,0,0,0), Datetime(2007,4,5,0,0,0,0,0), Datetime(2007,4,6,0,0,0,0,0), Datetime(2007,4,9,0,0,0,0,0), Datetime(2007,4,10,0,0,0,0,0), Datetime(2007,4,11,0,0,0,0,0), Datetime(2007,4,12,0,0,0,0,0), Datetime(2007,4,13,0,0,0,0,0), Datetime(2007,4,16,0,0,0,0,0), Datetime(2007,4,17,0,0,0,0,0), Datetime(2007,4,18,0,0,0,0,0), Datetime(2007,4,19,0,0,0,0,0), Datetime(2007,4,20,0,0,0,0,0), Datetime(2007,4,23,0,0,0,0,0), Datetime(2007,4,24,0,0,0,0,0), Datetime(2007,4,25,0,0,0,0,0), Datetime(2007,4,26,0,0,0,0,0), Datetime(2007,4,27,0,0,0,0,0), Datetime(2007,4,30,0,0,0,0,0), Datetime(2007,5,8,0,0,0,0,0), Datetime(2007,5,9,0,0,0,0,0), Datetime(2007,5,10,0,0,0,0,0), Datetime(2007,5,11,0,0,0,0,0), Datetime(2007,5,14,0,0,0,0,0), Datetime(2007,5,15,0,0,0,0,0), Datetime(2007,5,16,0,0,0,0,0), Datetime(2007,5,17,0,0,0,0,0), Datetime(2007,5,18,0,0,0,0,0), Datetime(2007,5,21,0,0,0,0,0), Datetime(2007,5,22,0,0,0,0,0), Datetime(2007,5,23,0,0,0,0,0), Datetime(2007,5,24,0,0,0,0,0), Datetime(2007,5,25,0,0,0,0,0), Datetime(2007,5,28,0,0,0,0,0), Datetime(2007,5,29,0,0,0,0,0), Datetime(2007,5,30,0,0,0,0,0), Datetime(2007,5,31,0,0,0,0,0), Datetime(2007,6,1,0,0,0,0,0), Datetime(2007,6,4,0,0,0,0,0), Datetime(2007,6,5,0,0,0,0,0), Datetime(2007,6,6,0,0,0,0,0), Datetime(2007,6,7,0,0,0,0,0), Datetime(2007,6,8,0,0,0,0,0), Datetime(2007,6,11,0,0,0,0,0), Datetime(2007,6,12,0,0,0,0,0), Datetime(2007,6,13,0,0,0,0,0), Datetime(2007,6,14,0,0,0,0,0), Datetime(2007,6,15,0,0,0,0,0), Datetime(2007,6,18,0,0,0,0,0), Datetime(2007,6,19,0,0,0,0,0), Datetime(2007,6,20,0,0,0,0,0), Datetime(2007,6,21,0,0,0,0,0), Datetime(2007,6,22,0,0,0,0,0), Datetime(2007,6,25,0,0,0,0,0), Datetime(2007,6,26,0,0,0,0,0), Datetime(2007,6,27,0,0,0,0,0), Datetime(2007,6,28,0,0,0,0,0), Datetime(2007,6,29,0,0,0,0,0), Datetime(2007,7,2,0,0,0,0,0), Datetime(2007,7,3,0,0,0,0,0), Datetime(2007,7,4,0,0,0,0,0), Datetime(2007,7,5,0,0,0,0,0), Datetime(2007,7,6,0,0,0,0,0), Datetime(2007,7,9,0,0,0,0,0), Datetime(2007,7,10,0,0,0,0,0), Datetime(2007,7,11,0,0,0,0,0), Datetime(2007,7,12,0,0,0,0,0), Datetime(2007,7,13,0,0,0,0,0), Datetime(2007,7,16,0,0,0,0,0), Datetime(2007,7,17,0,0,0,0,0), Datetime(2007,7,18,0,0,0,0,0), Datetime(2007,7,19,0,0,0,0,0), Datetime(2007,7,20,0,0,0,0,0), Datetime(2007,7,23,0,0,0,0,0), Datetime(2007,7,24,0,0,0,0,0), Datetime(2007,7,25,0,0,0,0,0), Datetime(2007,7,26,0,0,0,0,0), Datetime(2007,7,27,0,0,0,0,0), Datetime(2007,7,30,0,0,0,0,0), Datetime(2007,7,31,0,0,0,0,0), Datetime(2007,8,1,0,0,0,0,0), Datetime(2007,8,2,0,0,0,0,0), Datetime(2007,8,3,0,0,0,0,0), Datetime(2007,8,6,0,0,0,0,0), Datetime(2007,8,7,0,0,0,0,0), Datetime(2007,8,8,0,0,0,0,0), Datetime(2007,8,9,0,0,0,0,0), Datetime(2007,8,10,0,0,0,0,0), Datetime(2007,8,13,0,0,0,0,0), Datetime(2007,8,14,0,0,0,0,0), Datetime(2007,8,15,0,0,0,0,0), Datetime(2007,8,16,0,0,0,0,0), Datetime(2007,8,17,0,0,0,0,0), Datetime(2007,8,20,0,0,0,0,0), Datetime(2007,8,21,0,0,0,0,0), Datetime(2007,8,22,0,0,0,0,0), Datetime(2007,8,23,0,0,0,0,0), Datetime(2007,8,24,0,0,0,0,0), Datetime(2007,8,27,0,0,0,0,0), Datetime(2007,8,28,0,0,0,0,0), Datetime(2007,8,29,0,0,0,0,0), Datetime(2007,8,30,0,0,0,0,0), Datetime(2007,8,31,0,0,0,0,0), Datetime(2007,9,3,0,0,0,0,0), Datetime(2007,9,4,0,0,0,0,0), Datetime(2007,9,5,0,0,0,0,0), Datetime(2007,9,6,0,0,0,0,0), Datetime(2007,9,7,0,0,0,0,0), Datetime(2007,9,10,0,0,0,0,0), Datetime(2007,9,11,0,0,0,0,0), Datetime(2007,9,12,0,0,0,0,0), Datetime(2007,9,13,0,0,0,0,0), Datetime(2007,9,14,0,0,0,0,0), Datetime(2007,9,17,0,0,0,0,0), Datetime(2007,9,18,0,0,0,0,0), Datetime(2007,9,19,0,0,0,0,0), Datetime(2007,9,20,0,0,0,0,0), Datetime(2007,9,21,0,0,0,0,0), Datetime(2007,9,24,0,0,0,0,0), Datetime(2007,9,25,0,0,0,0,0), Datetime(2007,9,26,0,0,0,0,0), Datetime(2007,9,27,0,0,0,0,0), Datetime(2007,9,28,0,0,0,0,0), Datetime(2007,10,8,0,0,0,0,0), Datetime(2007,10,9,0,0,0,0,0), Datetime(2007,10,10,0,0,0,0,0), Datetime(2007,10,11,0,0,0,0,0), Datetime(2007,10,12,0,0,0,0,0), Datetime(2007,10,15,0,0,0,0,0), Datetime(2007,10,16,0,0,0,0,0), Datetime(2007,10,17,0,0,0,0,0), Datetime(2007,10,18,0,0,0,0,0), Datetime(2007,10,19,0,0,0,0,0), Datetime(2007,10,22,0,0,0,0,0), Datetime(2007,10,23,0,0,0,0,0), Datetime(2007,10,24,0,0,0,0,0), Datetime(2007,10,25,0,0,0,0,0), Datetime(2007,10,26,0,0,0,0,0), Datetime(2007,10,29,0,0,0,0,0), Datetime(2007,10,30,0,0,0,0,0), Datetime(2007,10,31,0,0,0,0,0), Datetime(2007,11,1,0,0,0,0,0), Datetime(2007,11,2,0,0,0,0,0), Datetime(2007,11,5,0,0,0,0,0), Datetime(2007,11,6,0,0,0,0,0), Datetime(2007,11,7,0,0,0,0,0), Datetime(2007,11,8,0,0,0,0,0), Datetime(2007,11,9,0,0,0,0,0), Datetime(2007,11,12,0,0,0,0,0), Datetime(2007,11,13,0,0,0,0,0), Datetime(2007,11,14,0,0,0,0,0), Datetime(2007,11,15,0,0,0,0,0), Datetime(2007,11,16,0,0,0,0,0), Datetime(2007,11,19,0,0,0,0,0), Datetime(2007,11,20,0,0,0,0,0), Datetime(2007,11,21,0,0,0,0,0), Datetime(2007,11,22,0,0,0,0,0), Datetime(2007,11,23,0,0,0,0,0), Datetime(2007,11,26,0,0,0,0,0), Datetime(2007,11,27,0,0,0,0,0), Datetime(2007,11,28,0,0,0,0,0), Datetime(2007,11,29,0,0,0,0,0), Datetime(2007,11,30,0,0,0,0,0), Datetime(2007,12,3,0,0,0,0,0), Datetime(2007,12,4,0,0,0,0,0), Datetime(2007,12,5,0,0,0,0,0), Datetime(2007,12,6,0,0,0,0,0), Datetime(2007,12,7,0,0,0,0,0), Datetime(2007,12,10,0,0,0,0,0), Datetime(2007,12,11,0,0,0,0,0), Datetime(2007,12,12,0,0,0,0,0), Datetime(2007,12,13,0,0,0,0,0), Datetime(2007,12,14,0,0,0,0,0), Datetime(2007,12,17,0,0,0,0,0), Datetime(2007,12,18,0,0,0,0,0), Datetime(2007,12,19,0,0,0,0,0), Datetime(2007,12,20,0,0,0,0,0), Datetime(2007,12,21,0,0,0,0,0), Datetime(2007,12,24,0,0,0,0,0), Datetime(2007,12,25,0,0,0,0,0), Datetime(2007,12,26,0,0,0,0,0), Datetime(2007,12,27,0,0,0,0,0), Datetime(2007,12,28,0,0,0,0,0), Datetime(2008,1,2,0,0,0,0,0), Datetime(2008,1,3,0,0,0,0,0), Datetime(2008,1,4,0,0,0,0,0), Datetime(2008,1,7,0,0,0,0,0), Datetime(2008,1,8,0,0,0,0,0), Datetime(2008,1,9,0,0,0,0,0), Datetime(2008,1,10,0,0,0,0,0), Datetime(2008,1,11,0,0,0,0,0), Datetime(2008,1,14,0,0,0,0,0), Datetime(2008,1,15,0,0,0,0,0), Datetime(2008,1,16,0,0,0,0,0), Datetime(2008,1,17,0,0,0,0,0), Datetime(2008,1,18,0,0,0,0,0), Datetime(2008,1,21,0,0,0,0,0), Datetime(2008,1,22,0,0,0,0,0), Datetime(2008,1,23,0,0,0,0,0), Datetime(2008,1,24,0,0,0,0,0), Datetime(2008,1,25,0,0,0,0,0), Datetime(2008,1,28,0,0,0,0,0), Datetime(2008,1,29,0,0,0,0,0), Datetime(2008,1,30,0,0,0,0,0), Datetime(2008,1,31,0,0,0,0,0), Datetime(2008,2,1,0,0,0,0,0), Datetime(2008,2,4,0,0,0,0,0), Datetime(2008,2,5,0,0,0,0,0), Datetime(2008,2,13,0,0,0,0,0), Datetime(2008,2,14,0,0,0,0,0), Datetime(2008,2,15,0,0,0,0,0), Datetime(2008,2,18,0,0,0,0,0), Datetime(2008,2,19,0,0,0,0,0), Datetime(2008,2,20,0,0,0,0,0), Datetime(2008,2,21,0,0,0,0,0), Datetime(2008,2,22,0,0,0,0,0), Datetime(2008,2,25,0,0,0,0,0), Datetime(2008,2,26,0,0,0,0,0), Datetime(2008,2,27,0,0,0,0,0), Datetime(2008,2,28,0,0,0,0,0), Datetime(2008,2,29,0,0,0,0,0), Datetime(2008,3,3,0,0,0,0,0), Datetime(2008,3,4,0,0,0,0,0), Datetime(2008,3,5,0,0,0,0,0), Datetime(2008,3,6,0,0,0,0,0), Datetime(2008,3,7,0,0,0,0,0), Datetime(2008,3,10,0,0,0,0,0), Datetime(2008,3,11,0,0,0,0,0), Datetime(2008,3,12,0,0,0,0,0), Datetime(2008,3,13,0,0,0,0,0), Datetime(2008,3,14,0,0,0,0,0), Datetime(2008,3,17,0,0,0,0,0), Datetime(2008,3,18,0,0,0,0,0), Datetime(2008,3,19,0,0,0,0,0), Datetime(2008,3,20,0,0,0,0,0), Datetime(2008,3,21,0,0,0,0,0), Datetime(2008,3,24,0,0,0,0,0), Datetime(2008,3,25,0,0,0,0,0), Datetime(2008,3,26,0,0,0,0,0), Datetime(2008,3,27,0,0,0,0,0), Datetime(2008,3,28,0,0,0,0,0), Datetime(2008,3,31,0,0,0,0,0), Datetime(2008,4,1,0,0,0,0,0), Datetime(2008,4,2,0,0,0,0,0), Datetime(2008,4,3,0,0,0,0,0), Datetime(2008,4,7,0,0,0,0,0), Datetime(2008,4,8,0,0,0,0,0), Datetime(2008,4,9,0,0,0,0,0), Datetime(2008,4,10,0,0,0,0,0), Datetime(2008,4,11,0,0,0,0,0), Datetime(2008,4,14,0,0,0,0,0), Datetime(2008,4,15,0,0,0,0,0), Datetime(2008,4,16,0,0,0,0,0), Datetime(2008,4,17,0,0,0,0,0), Datetime(2008,4,18,0,0,0,0,0), Datetime(2008,4,21,0,0,0,0,0), Datetime(2008,4,22,0,0,0,0,0), Datetime(2008,4,23,0,0,0,0,0), Datetime(2008,4,24,0,0,0,0,0), Datetime(2008,4,25,0,0,0,0,0), Datetime(2008,4,28,0,0,0,0,0), Datetime(2008,4,29,0,0,0,0,0), Datetime(2008,4,30,0,0,0,0,0), Datetime(2008,5,5,0,0,0,0,0), Datetime(2008,5,6,0,0,0,0,0), Datetime(2008,5,7,0,0,0,0,0), Datetime(2008,5,8,0,0,0,0,0), Datetime(2008,5,9,0,0,0,0,0), Datetime(2008,5,12,0,0,0,0,0), Datetime(2008,5,13,0,0,0,0,0), Datetime(2008,5,14,0,0,0,0,0), Datetime(2008,5,15,0,0,0,0,0), Datetime(2008,5,16,0,0,0,0,0), Datetime(2008,5,19,0,0,0,0,0), Datetime(2008,5,20,0,0,0,0,0), Datetime(2008,5,21,0,0,0,0,0), Datetime(2008,5,22,0,0,0,0,0), Datetime(2008,5,23,0,0,0,0,0), Datetime(2008,5,26,0,0,0,0,0), Datetime(2008,5,27,0,0,0,0,0), Datetime(2008,5,28,0,0,0,0,0), Datetime(2008,5,29,0,0,0,0,0), Datetime(2008,5,30,0,0,0,0,0), Datetime(2008,6,2,0,0,0,0,0), Datetime(2008,6,3,0,0,0,0,0), Datetime(2008,6,4,0,0,0,0,0), Datetime(2008,6,5,0,0,0,0,0), Datetime(2008,6,6,0,0,0,0,0), Datetime(2008,6,10,0,0,0,0,0), Datetime(2008,6,11,0,0,0,0,0), Datetime(2008,6,12,0,0,0,0,0), Datetime(2008,6,13,0,0,0,0,0), Datetime(2008,6,16,0,0,0,0,0), Datetime(2008,6,17,0,0,0,0,0), Datetime(2008,6,18,0,0,0,0,0), Datetime(2008,6,19,0,0,0,0,0), Datetime(2008,6,20,0,0,0,0,0), Datetime(2008,6,23,0,0,0,0,0), Datetime(2008,6,24,0,0,0,0,0), Datetime(2008,6,25,0,0,0,0,0), Datetime(2008,6,26,0,0,0,0,0), Datetime(2008,6,27,0,0,0,0,0), Datetime(2008,6,30,0,0,0,0,0), Datetime(2008,7,1,0,0,0,0,0), Datetime(2008,7,2,0,0,0,0,0), Datetime(2008,7,3,0,0,0,0,0), Datetime(2008,7,4,0,0,0,0,0), Datetime(2008,7,7,0,0,0,0,0), Datetime(2008,7,8,0,0,0,0,0), Datetime(2008,7,9,0,0,0,0,0), Datetime(2008,7,10,0,0,0,0,0), Datetime(2008,7,11,0,0,0,0,0), Datetime(2008,7,14,0,0,0,0,0), Datetime(2008,7,15,0,0,0,0,0), Datetime(2008,7,16,0,0,0,0,0), Datetime(2008,7,17,0,0,0,0,0), Datetime(2008,7,18,0,0,0,0,0), Datetime(2008,7,21,0,0,0,0,0), Datetime(2008,7,22,0,0,0,0,0), Datetime(2008,7,23,0,0,0,0,0), Datetime(2008,7,24,0,0,0,0,0), Datetime(2008,7,25,0,0,0,0,0), Datetime(2008,7,28,0,0,0,0,0), Datetime(2008,7,29,0,0,0,0,0), Datetime(2008,7,30,0,0,0,0,0), Datetime(2008,7,31,0,0,0,0,0), Datetime(2008,8,1,0,0,0,0,0), Datetime(2008,8,4,0,0,0,0,0), Datetime(2008,8,5,0,0,0,0,0), Datetime(2008,8,6,0,0,0,0,0), Datetime(2008,8,7,0,0,0,0,0), Datetime(2008,8,8,0,0,0,0,0), Datetime(2008,8,11,0,0,0,0,0), Datetime(2008,8,12,0,0,0,0,0), Datetime(2008,8,13,0,0,0,0,0), Datetime(2008,8,14,0,0,0,0,0), Datetime(2008,8,15,0,0,0,0,0), Datetime(2008,8,18,0,0,0,0,0), Datetime(2008,8,19,0,0,0,0,0), Datetime(2008,8,20,0,0,0,0,0), Datetime(2008,8,21,0,0,0,0,0), Datetime(2008,8,22,0,0,0,0,0), Datetime(2008,8,25,0,0,0,0,0), Datetime(2008,8,26,0,0,0,0,0), Datetime(2008,8,27,0,0,0,0,0), Datetime(2008,8,28,0,0,0,0,0), Datetime(2008,8,29,0,0,0,0,0), Datetime(2008,9,1,0,0,0,0,0), Datetime(2008,9,2,0,0,0,0,0), Datetime(2008,9,3,0,0,0,0,0), Datetime(2008,9,4,0,0,0,0,0), Datetime(2008,9,5,0,0,0,0,0), Datetime(2008,9,8,0,0,0,0,0), Datetime(2008,9,9,0,0,0,0,0), Datetime(2008,9,10,0,0,0,0,0), Datetime(2008,9,11,0,0,0,0,0), Datetime(2008,9,12,0,0,0,0,0), Datetime(2008,9,16,0,0,0,0,0), Datetime(2008,9,17,0,0,0,0,0), Datetime(2008,9,18,0,0,0,0,0), Datetime(2008,9,19,0,0,0,0,0), Datetime(2008,9,22,0,0,0,0,0), Datetime(2008,9,23,0,0,0,0,0), Datetime(2008,9,24,0,0,0,0,0), Datetime(2008,9,25,0,0,0,0,0), Datetime(2008,9,26,0,0,0,0,0), Datetime(2008,10,6,0,0,0,0,0), Datetime(2008,10,7,0,0,0,0,0), Datetime(2008,10,8,0,0,0,0,0), Datetime(2008,10,9,0,0,0,0,0), Datetime(2008,10,10,0,0,0,0,0), Datetime(2008,10,13,0,0,0,0,0), Datetime(2008,10,14,0,0,0,0,0), Datetime(2008,10,15,0,0,0,0,0), Datetime(2008,10,16,0,0,0,0,0), Datetime(2008,10,17,0,0,0,0,0), Datetime(2008,10,20,0,0,0,0,0), Datetime(2008,10,21,0,0,0,0,0), Datetime(2008,10,22,0,0,0,0,0), Datetime(2008,10,23,0,0,0,0,0), Datetime(2008,10,24,0,0,0,0,0), Datetime(2008,10,27,0,0,0,0,0), Datetime(2008,10,28,0,0,0,0,0), Datetime(2008,10,29,0,0,0,0,0), Datetime(2008,10,30,0,0,0,0,0), Datetime(2008,10,31,0,0,0,0,0), Datetime(2008,11,3,0,0,0,0,0), Datetime(2008,11,4,0,0,0,0,0), Datetime(2008,11,5,0,0,0,0,0), Datetime(2008,11,6,0,0,0,0,0), Datetime(2008,11,7,0,0,0,0,0), Datetime(2008,11,10,0,0,0,0,0), Datetime(2008,11,11,0,0,0,0,0), Datetime(2008,11,12,0,0,0,0,0), Datetime(2008,11,13,0,0,0,0,0), Datetime(2008,11,14,0,0,0,0,0), Datetime(2008,11,17,0,0,0,0,0), Datetime(2008,11,18,0,0,0,0,0), Datetime(2008,11,19,0,0,0,0,0), Datetime(2008,11,20,0,0,0,0,0), Datetime(2008,11,21,0,0,0,0,0), Datetime(2008,11,24,0,0,0,0,0), Datetime(2008,11,25,0,0,0,0,0), Datetime(2008,11,26,0,0,0,0,0), Datetime(2008,11,27,0,0,0,0,0), Datetime(2008,11,28,0,0,0,0,0), Datetime(2008,12,1,0,0,0,0,0), Datetime(2008,12,2,0,0,0,0,0), Datetime(2008,12,3,0,0,0,0,0), Datetime(2008,12,4,0,0,0,0,0), Datetime(2008,12,5,0,0,0,0,0), Datetime(2008,12,8,0,0,0,0,0), Datetime(2008,12,9,0,0,0,0,0), Datetime(2008,12,10,0,0,0,0,0), Datetime(2008,12,11,0,0,0,0,0), Datetime(2008,12,12,0,0,0,0,0), Datetime(2008,12,15,0,0,0,0,0), Datetime(2008,12,16,0,0,0,0,0), Datetime(2008,12,17,0,0,0,0,0), Datetime(2008,12,18,0,0,0,0,0), Datetime(2008,12,19,0,0,0,0,0), Datetime(2008,12,22,0,0,0,0,0), Datetime(2008,12,23,0,0,0,0,0), Datetime(2008,12,24,0,0,0,0,0), Datetime(2008,12,25,0,0,0,0,0), Datetime(2008,12,26,0,0,0,0,0), Datetime(2008,12,29,0,0,0,0,0), Datetime(2008,12,30,0,0,0,0,0), Datetime(2008,12,31,0,0,0,0,0), Datetime(2009,1,5,0,0,0,0,0), Datetime(2009,1,6,0,0,0,0,0), Datetime(2009,1,7,0,0,0,0,0), Datetime(2009,1,8,0,0,0,0,0), Datetime(2009,1,9,0,0,0,0,0), Datetime(2009,1,12,0,0,0,0,0), Datetime(2009,1,13,0,0,0,0,0), Datetime(2009,1,14,0,0,0,0,0), Datetime(2009,1,15,0,0,0,0,0), Datetime(2009,1,16,0,0,0,0,0), Datetime(2009,1,19,0,0,0,0,0), Datetime(2009,1,20,0,0,0,0,0), Datetime(2009,1,21,0,0,0,0,0), Datetime(2009,1,22,0,0,0,0,0), Datetime(2009,1,23,0,0,0,0,0), Datetime(2009,2,2,0,0,0,0,0), Datetime(2009,2,3,0,0,0,0,0), Datetime(2009,2,4,0,0,0,0,0), Datetime(2009,2,5,0,0,0,0,0), Datetime(2009,2,6,0,0,0,0,0), Datetime(2009,2,9,0,0,0,0,0), Datetime(2009,2,10,0,0,0,0,0), Datetime(2009,2,11,0,0,0,0,0), Datetime(2009,2,12,0,0,0,0,0), Datetime(2009,2,13,0,0,0,0,0), Datetime(2009,2,16,0,0,0,0,0), Datetime(2009,2,17,0,0,0,0,0), Datetime(2009,2,18,0,0,0,0,0), Datetime(2009,2,19,0,0,0,0,0), Datetime(2009,2,20,0,0,0,0,0), Datetime(2009,2,23,0,0,0,0,0), Datetime(2009,2,24,0,0,0,0,0), Datetime(2009,2,25,0,0,0,0,0), Datetime(2009,2,26,0,0,0,0,0), Datetime(2009,2,27,0,0,0,0,0), Datetime(2009,3,2,0,0,0,0,0), Datetime(2009,3,3,0,0,0,0,0), Datetime(2009,3,4,0,0,0,0,0), Datetime(2009,3,5,0,0,0,0,0), Datetime(2009,3,6,0,0,0,0,0), Datetime(2009,3,9,0,0,0,0,0), Datetime(2009,3,10,0,0,0,0,0), Datetime(2009,3,11,0,0,0,0,0), Datetime(2009,3,12,0,0,0,0,0), Datetime(2009,3,13,0,0,0,0,0), Datetime(2009,3,16,0,0,0,0,0), Datetime(2009,3,17,0,0,0,0,0), Datetime(2009,3,18,0,0,0,0,0), Datetime(2009,3,19,0,0,0,0,0), Datetime(2009,3,20,0,0,0,0,0), Datetime(2009,3,23,0,0,0,0,0), Datetime(2009,3,24,0,0,0,0,0), Datetime(2009,3,25,0,0,0,0,0), Datetime(2009,3,26,0,0,0,0,0), Datetime(2009,3,27,0,0,0,0,0), Datetime(2009,3,30,0,0,0,0,0), Datetime(2009,3,31,0,0,0,0,0), Datetime(2009,4,1,0,0,0,0,0), Datetime(2009,4,2,0,0,0,0,0), Datetime(2009,4,3,0,0,0,0,0), Datetime(2009,4,7,0,0,0,0,0), Datetime(2009,4,8,0,0,0,0,0), Datetime(2009,4,9,0,0,0,0,0), Datetime(2009,4,10,0,0,0,0,0), Datetime(2009,4,13,0,0,0,0,0), Datetime(2009,4,14,0,0,0,0,0), Datetime(2009,4,15,0,0,0,0,0), Datetime(2009,4,16,0,0,0,0,0), Datetime(2009,4,17,0,0,0,0,0), Datetime(2009,4,20,0,0,0,0,0), Datetime(2009,4,21,0,0,0,0,0), Datetime(2009,4,22,0,0,0,0,0), Datetime(2009,4,23,0,0,0,0,0), Datetime(2009,4,24,0,0,0,0,0), Datetime(2009,4,27,0,0,0,0,0), Datetime(2009,4,28,0,0,0,0,0), Datetime(2009,4,29,0,0,0,0,0), Datetime(2009,4,30,0,0,0,0,0), Datetime(2009,5,4,0,0,0,0,0), Datetime(2009,5,5,0,0,0,0,0), Datetime(2009,5,6,0,0,0,0,0), Datetime(2009,5,7,0,0,0,0,0), Datetime(2009,5,8,0,0,0,0,0), Datetime(2009,5,11,0,0,0,0,0), Datetime(2009,5,12,0,0,0,0,0), Datetime(2009,5,13,0,0,0,0,0), Datetime(2009,5,14,0,0,0,0,0), Datetime(2009,5,15,0,0,0,0,0), Datetime(2009,5,18,0,0,0,0,0), Datetime(2009,5,19,0,0,0,0,0), Datetime(2009,5,20,0,0,0,0,0), Datetime(2009,5,21,0,0,0,0,0), Datetime(2009,5,22,0,0,0,0,0), Datetime(2009,5,25,0,0,0,0,0), Datetime(2009,5,26,0,0,0,0,0), Datetime(2009,5,27,0,0,0,0,0), Datetime(2009,6,1,0,0,0,0,0), Datetime(2009,6,2,0,0,0,0,0), Datetime(2009,6,3,0,0,0,0,0), Datetime(2009,6,4,0,0,0,0,0), Datetime(2009,6,5,0,0,0,0,0), Datetime(2009,6,8,0,0,0,0,0), Datetime(2009,6,9,0,0,0,0,0), Datetime(2009,6,10,0,0,0,0,0), Datetime(2009,6,11,0,0,0,0,0), Datetime(2009,6,12,0,0,0,0,0), Datetime(2009,6,15,0,0,0,0,0), Datetime(2009,6,16,0,0,0,0,0), Datetime(2009,6,17,0,0,0,0,0), Datetime(2009,6,18,0,0,0,0,0), Datetime(2009,6,19,0,0,0,0,0), Datetime(2009,6,22,0,0,0,0,0), Datetime(2009,6,23,0,0,0,0,0), Datetime(2009,6,24,0,0,0,0,0), Datetime(2009,6,25,0,0,0,0,0), Datetime(2009,6,26,0,0,0,0,0), Datetime(2009,6,29,0,0,0,0,0), Datetime(2009,6,30,0,0,0,0,0), Datetime(2009,7,1,0,0,0,0,0), Datetime(2009,7,2,0,0,0,0,0), Datetime(2009,7,3,0,0,0,0,0), Datetime(2009,7,6,0,0,0,0,0), Datetime(2009,7,7,0,0,0,0,0), Datetime(2009,7,8,0,0,0,0,0), Datetime(2009,7,9,0,0,0,0,0), Datetime(2009,7,10,0,0,0,0,0), Datetime(2009,7,13,0,0,0,0,0), Datetime(2009,7,14,0,0,0,0,0), Datetime(2009,7,15,0,0,0,0,0), Datetime(2009,7,16,0,0,0,0,0), Datetime(2009,7,17,0,0,0,0,0), Datetime(2009,7,20,0,0,0,0,0), Datetime(2009,7,21,0,0,0,0,0), Datetime(2009,7,22,0,0,0,0,0), Datetime(2009,7,23,0,0,0,0,0), Datetime(2009,7,24,0,0,0,0,0), Datetime(2009,7,27,0,0,0,0,0), Datetime(2009,7,28,0,0,0,0,0), Datetime(2009,7,29,0,0,0,0,0), Datetime(2009,7,30,0,0,0,0,0), Datetime(2009,7,31,0,0,0,0,0), Datetime(2009,8,3,0,0,0,0,0), Datetime(2009,8,4,0,0,0,0,0), Datetime(2009,8,5,0,0,0,0,0), Datetime(2009,8,6,0,0,0,0,0), Datetime(2009,8,7,0,0,0,0,0), Datetime(2009,8,10,0,0,0,0,0), Datetime(2009,8,11,0,0,0,0,0), Datetime(2009,8,12,0,0,0,0,0), Datetime(2009,8,13,0,0,0,0,0), Datetime(2009,8,14,0,0,0,0,0), Datetime(2009,8,17,0,0,0,0,0), Datetime(2009,8,18,0,0,0,0,0), Datetime(2009,8,19,0,0,0,0,0), Datetime(2009,8,20,0,0,0,0,0), Datetime(2009,8,21,0,0,0,0,0), Datetime(2009,8,24,0,0,0,0,0), Datetime(2009,8,25,0,0,0,0,0), Datetime(2009,8,26,0,0,0,0,0), Datetime(2009,8,27,0,0,0,0,0), Datetime(2009,8,28,0,0,0,0,0), Datetime(2009,8,31,0,0,0,0,0), Datetime(2009,9,1,0,0,0,0,0), Datetime(2009,9,2,0,0,0,0,0), Datetime(2009,9,3,0,0,0,0,0), Datetime(2009,9,4,0,0,0,0,0), Datetime(2009,9,7,0,0,0,0,0), Datetime(2009,9,8,0,0,0,0,0), Datetime(2009,9,9,0,0,0,0,0), Datetime(2009,9,10,0,0,0,0,0), Datetime(2009,9,11,0,0,0,0,0), Datetime(2009,9,14,0,0,0,0,0), Datetime(2009,9,15,0,0,0,0,0), Datetime(2009,9,16,0,0,0,0,0), Datetime(2009,9,17,0,0,0,0,0), Datetime(2009,9,18,0,0,0,0,0), Datetime(2009,9,21,0,0,0,0,0), Datetime(2009,9,22,0,0,0,0,0), Datetime(2009,9,23,0,0,0,0,0), Datetime(2009,9,24,0,0,0,0,0), Datetime(2009,9,25,0,0,0,0,0), Datetime(2009,9,28,0,0,0,0,0), Datetime(2009,9,29,0,0,0,0,0), Datetime(2009,9,30,0,0,0,0,0), Datetime(2009,10,9,0,0,0,0,0), Datetime(2009,10,12,0,0,0,0,0), Datetime(2009,10,13,0,0,0,0,0), Datetime(2009,10,14,0,0,0,0,0), Datetime(2009,10,15,0,0,0,0,0), Datetime(2009,10,16,0,0,0,0,0), Datetime(2009,10,19,0,0,0,0,0), Datetime(2009,10,20,0,0,0,0,0), Datetime(2009,10,21,0,0,0,0,0), Datetime(2009,10,22,0,0,0,0,0), Datetime(2009,10,23,0,0,0,0,0), Datetime(2009,10,26,0,0,0,0,0), Datetime(2009,10,27,0,0,0,0,0), Datetime(2009,10,28,0,0,0,0,0), Datetime(2009,10,29,0,0,0,0,0), Datetime(2009,10,30,0,0,0,0,0), Datetime(2009,11,2,0,0,0,0,0), Datetime(2009,11,3,0,0,0,0,0), Datetime(2009,11,4,0,0,0,0,0), Datetime(2009,11,5,0,0,0,0,0), Datetime(2009,11,6,0,0,0,0,0), Datetime(2009,11,9,0,0,0,0,0), Datetime(2009,11,10,0,0,0,0,0), Datetime(2009,11,11,0,0,0,0,0), Datetime(2009,11,12,0,0,0,0,0), Datetime(2009,11,13,0,0,0,0,0), Datetime(2009,11,16,0,0,0,0,0), Datetime(2009,11,17,0,0,0,0,0), Datetime(2009,11,18,0,0,0,0,0), Datetime(2009,11,19,0,0,0,0,0), Datetime(2009,11,20,0,0,0,0,0), Datetime(2009,11,23,0,0,0,0,0), Datetime(2009,11,24,0,0,0,0,0), Datetime(2009,11,25,0,0,0,0,0), Datetime(2009,11,26,0,0,0,0,0), Datetime(2009,11,27,0,0,0,0,0), Datetime(2009,11,30,0,0,0,0,0), Datetime(2009,12,1,0,0,0,0,0), Datetime(2009,12,2,0,0,0,0,0), Datetime(2009,12,3,0,0,0,0,0), Datetime(2009,12,4,0,0,0,0,0), Datetime(2009,12,7,0,0,0,0,0), Datetime(2009,12,8,0,0,0,0,0), Datetime(2009,12,9,0,0,0,0,0), Datetime(2009,12,10,0,0,0,0,0), Datetime(2009,12,11,0,0,0,0,0), Datetime(2009,12,14,0,0,0,0,0), Datetime(2009,12,15,0,0,0,0,0), Datetime(2009,12,16,0,0,0,0,0), Datetime(2009,12,17,0,0,0,0,0), Datetime(2009,12,18,0,0,0,0,0), Datetime(2009,12,21,0,0,0,0,0), Datetime(2009,12,22,0,0,0,0,0), Datetime(2009,12,23,0,0,0,0,0), Datetime(2009,12,24,0,0,0,0,0), Datetime(2009,12,25,0,0,0,0,0), Datetime(2009,12,28,0,0,0,0,0), Datetime(2009,12,29,0,0,0,0,0), Datetime(2009,12,30,0,0,0,0,0), Datetime(2009,12,31,0,0,0,0,0), Datetime(2010,1,4,0,0,0,0,0), Datetime(2010,1,5,0,0,0,0,0), Datetime(2010,1,6,0,0,0,0,0), Datetime(2010,1,7,0,0,0,0,0), Datetime(2010,1,8,0,0,0,0,0), Datetime(2010,1,11,0,0,0,0,0), Datetime(2010,1,12,0,0,0,0,0), Datetime(2010,1,13,0,0,0,0,0), Datetime(2010,1,14,0,0,0,0,0), Datetime(2010,1,15,0,0,0,0,0), Datetime(2010,1,18,0,0,0,0,0), Datetime(2010,1,19,0,0,0,0,0), Datetime(2010,1,20,0,0,0,0,0), Datetime(2010,1,21,0,0,0,0,0), Datetime(2010,1,22,0,0,0,0,0), Datetime(2010,1,25,0,0,0,0,0), Datetime(2010,1,26,0,0,0,0,0), Datetime(2010,1,27,0,0,0,0,0), Datetime(2010,1,28,0,0,0,0,0), Datetime(2010,1,29,0,0,0,0,0), Datetime(2010,2,1,0,0,0,0,0), Datetime(2010,2,2,0,0,0,0,0), Datetime(2010,2,3,0,0,0,0,0), Datetime(2010,2,4,0,0,0,0,0), Datetime(2010,2,5,0,0,0,0,0), Datetime(2010,2,8,0,0,0,0,0), Datetime(2010,2,9,0,0,0,0,0), Datetime(2010,2,10,0,0,0,0,0), Datetime(2010,2,11,0,0,0,0,0), Datetime(2010,2,12,0,0,0,0,0), Datetime(2010,2,22,0,0,0,0,0), Datetime(2010,2,23,0,0,0,0,0), Datetime(2010,2,24,0,0,0,0,0), Datetime(2010,2,25,0,0,0,0,0), Datetime(2010,2,26,0,0,0,0,0), Datetime(2010,3,1,0,0,0,0,0), Datetime(2010,3,2,0,0,0,0,0), Datetime(2010,3,3,0,0,0,0,0), Datetime(2010,3,4,0,0,0,0,0), Datetime(2010,3,5,0,0,0,0,0), Datetime(2010,3,8,0,0,0,0,0), Datetime(2010,3,9,0,0,0,0,0), Datetime(2010,3,10,0,0,0,0,0), Datetime(2010,3,11,0,0,0,0,0), Datetime(2010,3,12,0,0,0,0,0), Datetime(2010,3,15,0,0,0,0,0), Datetime(2010,3,16,0,0,0,0,0), Datetime(2010,3,17,0,0,0,0,0), Datetime(2010,3,18,0,0,0,0,0), Datetime(2010,3,19,0,0,0,0,0), Datetime(2010,3,22,0,0,0,0,0), Datetime(2010,3,23,0,0,0,0,0), Datetime(2010,3,24,0,0,0,0,0), Datetime(2010,3,25,0,0,0,0,0), Datetime(2010,3,26,0,0,0,0,0), Datetime(2010,3,29,0,0,0,0,0), Datetime(2010,3,30,0,0,0,0,0), Datetime(2010,3,31,0,0,0,0,0), Datetime(2010,4,1,0,0,0,0,0), Datetime(2010,4,2,0,0,0,0,0), Datetime(2010,4,6,0,0,0,0,0), Datetime(2010,4,7,0,0,0,0,0), Datetime(2010,4,8,0,0,0,0,0), Datetime(2010,4,9,0,0,0,0,0), Datetime(2010,4,12,0,0,0,0,0), Datetime(2010,4,13,0,0,0,0,0), Datetime(2010,4,14,0,0,0,0,0), Datetime(2010,4,15,0,0,0,0,0), Datetime(2010,4,16,0,0,0,0,0), Datetime(2010,4,19,0,0,0,0,0), Datetime(2010,4,20,0,0,0,0,0), Datetime(2010,4,21,0,0,0,0,0), Datetime(2010,4,22,0,0,0,0,0), Datetime(2010,4,23,0,0,0,0,0), Datetime(2010,4,26,0,0,0,0,0), Datetime(2010,4,27,0,0,0,0,0), Datetime(2010,4,28,0,0,0,0,0), Datetime(2010,4,29,0,0,0,0,0), Datetime(2010,4,30,0,0,0,0,0), Datetime(2010,5,4,0,0,0,0,0), Datetime(2010,5,5,0,0,0,0,0), Datetime(2010,5,6,0,0,0,0,0), Datetime(2010,5,7,0,0,0,0,0), Datetime(2010,5,10,0,0,0,0,0), Datetime(2010,5,11,0,0,0,0,0), Datetime(2010,5,12,0,0,0,0,0), Datetime(2010,5,13,0,0,0,0,0), Datetime(2010,5,14,0,0,0,0,0), Datetime(2010,5,17,0,0,0,0,0), Datetime(2010,5,18,0,0,0,0,0), Datetime(2010,5,19,0,0,0,0,0), Datetime(2010,5,20,0,0,0,0,0), Datetime(2010,5,21,0,0,0,0,0), Datetime(2010,5,24,0,0,0,0,0), Datetime(2010,5,25,0,0,0,0,0), Datetime(2010,5,26,0,0,0,0,0), Datetime(2010,5,27,0,0,0,0,0), Datetime(2010,5,28,0,0,0,0,0), Datetime(2010,5,31,0,0,0,0,0), Datetime(2010,6,1,0,0,0,0,0), Datetime(2010,6,2,0,0,0,0,0), Datetime(2010,6,3,0,0,0,0,0), Datetime(2010,6,4,0,0,0,0,0), Datetime(2010,6,7,0,0,0,0,0), Datetime(2010,6,8,0,0,0,0,0), Datetime(2010,6,9,0,0,0,0,0), Datetime(2010,6,10,0,0,0,0,0), Datetime(2010,6,11,0,0,0,0,0), Datetime(2010,6,17,0,0,0,0,0), Datetime(2010,6,18,0,0,0,0,0), Datetime(2010,6,21,0,0,0,0,0), Datetime(2010,6,22,0,0,0,0,0), Datetime(2010,6,23,0,0,0,0,0), Datetime(2010,6,24,0,0,0,0,0), Datetime(2010,6,25,0,0,0,0,0), Datetime(2010,6,28,0,0,0,0,0), Datetime(2010,6,29,0,0,0,0,0), Datetime(2010,6,30,0,0,0,0,0), Datetime(2010,7,1,0,0,0,0,0), Datetime(2010,7,2,0,0,0,0,0), Datetime(2010,7,5,0,0,0,0,0), Datetime(2010,7,6,0,0,0,0,0), Datetime(2010,7,7,0,0,0,0,0), Datetime(2010,7,8,0,0,0,0,0), Datetime(2010,7,9,0,0,0,0,0), Datetime(2010,7,12,0,0,0,0,0), Datetime(2010,7,13,0,0,0,0,0), Datetime(2010,7,14,0,0,0,0,0), Datetime(2010,7,15,0,0,0,0,0), Datetime(2010,7,16,0,0,0,0,0), Datetime(2010,7,19,0,0,0,0,0), Datetime(2010,7,20,0,0,0,0,0), Datetime(2010,7,21,0,0,0,0,0), Datetime(2010,7,22,0,0,0,0,0), Datetime(2010,7,23,0,0,0,0,0), Datetime(2010,7,26,0,0,0,0,0), Datetime(2010,7,27,0,0,0,0,0), Datetime(2010,7,28,0,0,0,0,0), Datetime(2010,7,29,0,0,0,0,0), Datetime(2010,7,30,0,0,0,0,0), Datetime(2010,8,2,0,0,0,0,0), Datetime(2010,8,3,0,0,0,0,0), Datetime(2010,8,4,0,0,0,0,0), Datetime(2010,8,5,0,0,0,0,0), Datetime(2010,8,6,0,0,0,0,0), Datetime(2010,8,9,0,0,0,0,0), Datetime(2010,8,10,0,0,0,0,0), Datetime(2010,8,11,0,0,0,0,0), Datetime(2010,8,12,0,0,0,0,0), Datetime(2010,8,13,0,0,0,0,0), Datetime(2010,8,16,0,0,0,0,0), Datetime(2010,8,17,0,0,0,0,0), Datetime(2010,8,18,0,0,0,0,0), Datetime(2010,8,19,0,0,0,0,0), Datetime(2010,8,20,0,0,0,0,0), Datetime(2010,8,23,0,0,0,0,0), Datetime(2010,8,24,0,0,0,0,0), Datetime(2010,8,25,0,0,0,0,0), Datetime(2010,8,26,0,0,0,0,0), Datetime(2010,8,27,0,0,0,0,0), Datetime(2010,8,30,0,0,0,0,0), Datetime(2010,8,31,0,0,0,0,0), Datetime(2010,9,1,0,0,0,0,0), Datetime(2010,9,2,0,0,0,0,0), Datetime(2010,9,3,0,0,0,0,0), Datetime(2010,9,6,0,0,0,0,0), Datetime(2010,9,7,0,0,0,0,0), Datetime(2010,9,8,0,0,0,0,0), Datetime(2010,9,9,0,0,0,0,0), Datetime(2010,9,10,0,0,0,0,0), Datetime(2010,9,13,0,0,0,0,0), Datetime(2010,9,14,0,0,0,0,0), Datetime(2010,9,15,0,0,0,0,0), Datetime(2010,9,16,0,0,0,0,0), Datetime(2010,9,17,0,0,0,0,0), Datetime(2010,9,20,0,0,0,0,0), Datetime(2010,9,21,0,0,0,0,0), Datetime(2010,9,27,0,0,0,0,0), Datetime(2010,9,28,0,0,0,0,0), Datetime(2010,9,29,0,0,0,0,0), Datetime(2010,9,30,0,0,0,0,0), Datetime(2010,10,8,0,0,0,0,0), Datetime(2010,10,11,0,0,0,0,0), Datetime(2010,10,12,0,0,0,0,0), Datetime(2010,10,13,0,0,0,0,0), Datetime(2010,10,14,0,0,0,0,0), Datetime(2010,10,15,0,0,0,0,0), Datetime(2010,10,18,0,0,0,0,0), Datetime(2010,10,19,0,0,0,0,0), Datetime(2010,10,20,0,0,0,0,0), Datetime(2010,10,21,0,0,0,0,0), Datetime(2010,10,22,0,0,0,0,0), Datetime(2010,10,25,0,0,0,0,0), Datetime(2010,10,26,0,0,0,0,0), Datetime(2010,10,27,0,0,0,0,0), Datetime(2010,10,28,0,0,0,0,0), Datetime(2010,10,29,0,0,0,0,0), Datetime(2010,11,1,0,0,0,0,0), Datetime(2010,11,2,0,0,0,0,0), Datetime(2010,11,3,0,0,0,0,0), Datetime(2010,11,4,0,0,0,0,0), Datetime(2010,11,5,0,0,0,0,0), Datetime(2010,11,8,0,0,0,0,0), Datetime(2010,11,9,0,0,0,0,0), Datetime(2010,11,10,0,0,0,0,0), Datetime(2010,11,11,0,0,0,0,0), Datetime(2010,11,12,0,0,0,0,0), Datetime(2010,11,15,0,0,0,0,0), Datetime(2010,11,16,0,0,0,0,0), Datetime(2010,11,17,0,0,0,0,0), Datetime(2010,11,18,0,0,0,0,0), Datetime(2010,11,19,0,0,0,0,0), Datetime(2010,11,22,0,0,0,0,0), Datetime(2010,11,23,0,0,0,0,0), Datetime(2010,11,24,0,0,0,0,0), Datetime(2010,11,25,0,0,0,0,0), Datetime(2010,11,26,0,0,0,0,0), Datetime(2010,11,29,0,0,0,0,0), Datetime(2010,11,30,0,0,0,0,0), Datetime(2010,12,1,0,0,0,0,0), Datetime(2010,12,2,0,0,0,0,0), Datetime(2010,12,3,0,0,0,0,0), Datetime(2010,12,6,0,0,0,0,0), Datetime(2010,12,7,0,0,0,0,0), Datetime(2010,12,8,0,0,0,0,0), Datetime(2010,12,9,0,0,0,0,0), Datetime(2010,12,10,0,0,0,0,0), Datetime(2010,12,13,0,0,0,0,0), Datetime(2010,12,14,0,0,0,0,0), Datetime(2010,12,15,0,0,0,0,0), Datetime(2010,12,16,0,0,0,0,0), Datetime(2010,12,17,0,0,0,0,0), Datetime(2010,12,20,0,0,0,0,0), Datetime(2010,12,21,0,0,0,0,0), Datetime(2010,12,22,0,0,0,0,0), Datetime(2010,12,23,0,0,0,0,0), Datetime(2010,12,24,0,0,0,0,0), Datetime(2010,12,27,0,0,0,0,0), Datetime(2010,12,28,0,0,0,0,0), Datetime(2010,12,29,0,0,0,0,0), Datetime(2010,12,30,0,0,0,0,0), Datetime(2010,12,31,0,0,0,0,0), Datetime(2011,1,4,0,0,0,0,0), Datetime(2011,1,5,0,0,0,0,0), Datetime(2011,1,6,0,0,0,0,0), Datetime(2011,1,7,0,0,0,0,0), Datetime(2011,1,10,0,0,0,0,0), Datetime(2011,1,11,0,0,0,0,0), Datetime(2011,1,12,0,0,0,0,0), Datetime(2011,1,13,0,0,0,0,0), Datetime(2011,1,14,0,0,0,0,0), Datetime(2011,1,17,0,0,0,0,0), Datetime(2011,1,18,0,0,0,0,0), Datetime(2011,1,19,0,0,0,0,0), Datetime(2011,1,20,0,0,0,0,0), Datetime(2011,1,21,0,0,0,0,0), Datetime(2011,1,24,0,0,0,0,0), Datetime(2011,1,25,0,0,0,0,0), Datetime(2011,1,26,0,0,0,0,0), Datetime(2011,1,27,0,0,0,0,0), Datetime(2011,1,28,0,0,0,0,0), Datetime(2011,1,31,0,0,0,0,0), Datetime(2011,2,1,0,0,0,0,0), Datetime(2011,2,9,0,0,0,0,0), Datetime(2011,2,10,0,0,0,0,0), Datetime(2011,2,11,0,0,0,0,0), Datetime(2011,2,14,0,0,0,0,0), Datetime(2011,2,15,0,0,0,0,0), Datetime(2011,2,16,0,0,0,0,0), Datetime(2011,2,17,0,0,0,0,0), Datetime(2011,2,18,0,0,0,0,0), Datetime(2011,2,21,0,0,0,0,0), Datetime(2011,2,22,0,0,0,0,0), Datetime(2011,2,23,0,0,0,0,0), Datetime(2011,2,24,0,0,0,0,0), Datetime(2011,2,25,0,0,0,0,0), Datetime(2011,2,28,0,0,0,0,0), Datetime(2011,3,1,0,0,0,0,0), Datetime(2011,3,2,0,0,0,0,0), Datetime(2011,3,3,0,0,0,0,0), Datetime(2011,3,4,0,0,0,0,0), Datetime(2011,3,7,0,0,0,0,0), Datetime(2011,3,8,0,0,0,0,0), Datetime(2011,3,9,0,0,0,0,0), Datetime(2011,3,10,0,0,0,0,0), Datetime(2011,3,11,0,0,0,0,0), Datetime(2011,3,14,0,0,0,0,0), Datetime(2011,3,15,0,0,0,0,0), Datetime(2011,3,16,0,0,0,0,0), Datetime(2011,3,17,0,0,0,0,0), Datetime(2011,3,18,0,0,0,0,0), Datetime(2011,3,21,0,0,0,0,0), Datetime(2011,3,22,0,0,0,0,0), Datetime(2011,3,23,0,0,0,0,0), Datetime(2011,3,24,0,0,0,0,0), Datetime(2011,3,25,0,0,0,0,0), Datetime(2011,3,28,0,0,0,0,0), Datetime(2011,3,29,0,0,0,0,0), Datetime(2011,3,30,0,0,0,0,0), Datetime(2011,3,31,0,0,0,0,0), Datetime(2011,4,1,0,0,0,0,0), Datetime(2011,4,6,0,0,0,0,0), Datetime(2011,4,7,0,0,0,0,0), Datetime(2011,4,8,0,0,0,0,0), Datetime(2011,4,11,0,0,0,0,0), Datetime(2011,4,12,0,0,0,0,0), Datetime(2011,4,13,0,0,0,0,0), Datetime(2011,4,14,0,0,0,0,0), Datetime(2011,4,15,0,0,0,0,0), Datetime(2011,4,18,0,0,0,0,0), Datetime(2011,4,19,0,0,0,0,0), Datetime(2011,4,20,0,0,0,0,0), Datetime(2011,4,21,0,0,0,0,0), Datetime(2011,4,22,0,0,0,0,0), Datetime(2011,4,25,0,0,0,0,0), Datetime(2011,4,26,0,0,0,0,0), Datetime(2011,4,27,0,0,0,0,0), Datetime(2011,4,28,0,0,0,0,0), Datetime(2011,4,29,0,0,0,0,0), Datetime(2011,5,3,0,0,0,0,0), Datetime(2011,5,4,0,0,0,0,0), Datetime(2011,5,5,0,0,0,0,0), Datetime(2011,5,6,0,0,0,0,0), Datetime(2011,5,9,0,0,0,0,0), Datetime(2011,5,10,0,0,0,0,0), Datetime(2011,5,11,0,0,0,0,0), Datetime(2011,5,12,0,0,0,0,0), Datetime(2011,5,13,0,0,0,0,0), Datetime(2011,5,16,0,0,0,0,0), Datetime(2011,5,17,0,0,0,0,0), Datetime(2011,5,18,0,0,0,0,0), Datetime(2011,5,19,0,0,0,0,0), Datetime(2011,5,20,0,0,0,0,0), Datetime(2011,5,23,0,0,0,0,0), Datetime(2011,5,24,0,0,0,0,0), Datetime(2011,5,25,0,0,0,0,0), Datetime(2011,5,26,0,0,0,0,0), Datetime(2011,5,27,0,0,0,0,0), Datetime(2011,5,30,0,0,0,0,0), Datetime(2011,5,31,0,0,0,0,0), Datetime(2011,6,1,0,0,0,0,0), Datetime(2011,6,2,0,0,0,0,0), Datetime(2011,6,3,0,0,0,0,0), Datetime(2011,6,7,0,0,0,0,0), Datetime(2011,6,8,0,0,0,0,0), Datetime(2011,6,9,0,0,0,0,0), Datetime(2011,6,10,0,0,0,0,0), Datetime(2011,6,13,0,0,0,0,0), Datetime(2011,6,14,0,0,0,0,0), Datetime(2011,6,15,0,0,0,0,0), Datetime(2011,6,16,0,0,0,0,0), Datetime(2011,6,17,0,0,0,0,0), Datetime(2011,6,20,0,0,0,0,0), Datetime(2011,6,21,0,0,0,0,0), Datetime(2011,6,22,0,0,0,0,0), Datetime(2011,6,23,0,0,0,0,0), Datetime(2011,6,24,0,0,0,0,0), Datetime(2011,6,27,0,0,0,0,0), Datetime(2011,6,28,0,0,0,0,0), Datetime(2011,6,29,0,0,0,0,0), Datetime(2011,6,30,0,0,0,0,0), Datetime(2011,7,1,0,0,0,0,0), Datetime(2011,7,4,0,0,0,0,0), Datetime(2011,7,5,0,0,0,0,0), Datetime(2011,7,6,0,0,0,0,0), Datetime(2011,7,7,0,0,0,0,0), Datetime(2011,7,8,0,0,0,0,0), Datetime(2011,7,11,0,0,0,0,0), Datetime(2011,7,12,0,0,0,0,0), Datetime(2011,7,13,0,0,0,0,0), Datetime(2011,7,14,0,0,0,0,0), Datetime(2011,7,15,0,0,0,0,0), Datetime(2011,7,18,0,0,0,0,0), Datetime(2011,7,19,0,0,0,0,0), Datetime(2011,7,20,0,0,0,0,0), Datetime(2011,7,21,0,0,0,0,0), Datetime(2011,7,22,0,0,0,0,0), Datetime(2011,7,25,0,0,0,0,0), Datetime(2011,7,26,0,0,0,0,0), Datetime(2011,7,27,0,0,0,0,0), Datetime(2011,7,28,0,0,0,0,0), Datetime(2011,7,29,0,0,0,0,0), Datetime(2011,8,1,0,0,0,0,0), Datetime(2011,8,2,0,0,0,0,0), Datetime(2011,8,3,0,0,0,0,0), Datetime(2011,8,4,0,0,0,0,0), Datetime(2011,8,5,0,0,0,0,0), Datetime(2011,8,8,0,0,0,0,0), Datetime(2011,8,9,0,0,0,0,0), Datetime(2011,8,10,0,0,0,0,0), Datetime(2011,8,11,0,0,0,0,0), Datetime(2011,8,12,0,0,0,0,0), Datetime(2011,8,15,0,0,0,0,0), Datetime(2011,8,16,0,0,0,0,0), Datetime(2011,8,17,0,0,0,0,0), Datetime(2011,8,18,0,0,0,0,0), Datetime(2011,8,19,0,0,0,0,0), Datetime(2011,8,22,0,0,0,0,0), Datetime(2011,8,23,0,0,0,0,0), Datetime(2011,8,24,0,0,0,0,0), Datetime(2011,8,25,0,0,0,0,0), Datetime(2011,8,26,0,0,0,0,0), Datetime(2011,8,29,0,0,0,0,0), Datetime(2011,8,30,0,0,0,0,0), Datetime(2011,8,31,0,0,0,0,0), Datetime(2011,9,1,0,0,0,0,0), Datetime(2011,9,2,0,0,0,0,0), Datetime(2011,9,5,0,0,0,0,0), Datetime(2011,9,6,0,0,0,0,0), Datetime(2011,9,7,0,0,0,0,0), Datetime(2011,9,8,0,0,0,0,0), Datetime(2011,9,9,0,0,0,0,0), Datetime(2011,9,13,0,0,0,0,0), Datetime(2011,9,14,0,0,0,0,0), Datetime(2011,9,15,0,0,0,0,0), Datetime(2011,9,16,0,0,0,0,0), Datetime(2011,9,19,0,0,0,0,0), Datetime(2011,9,20,0,0,0,0,0), Datetime(2011,9,21,0,0,0,0,0), Datetime(2011,9,22,0,0,0,0,0), Datetime(2011,9,23,0,0,0,0,0), Datetime(2011,9,26,0,0,0,0,0), Datetime(2011,9,27,0,0,0,0,0), Datetime(2011,9,28,0,0,0,0,0), Datetime(2011,9,29,0,0,0,0,0), Datetime(2011,9,30,0,0,0,0,0), Datetime(2011,10,10,0,0,0,0,0), Datetime(2011,10,11,0,0,0,0,0), Datetime(2011,10,12,0,0,0,0,0), Datetime(2011,10,13,0,0,0,0,0), Datetime(2011,10,14,0,0,0,0,0), Datetime(2011,10,17,0,0,0,0,0), Datetime(2011,10,18,0,0,0,0,0), Datetime(2011,10,19,0,0,0,0,0), Datetime(2011,10,20,0,0,0,0,0), Datetime(2011,10,21,0,0,0,0,0), Datetime(2011,10,24,0,0,0,0,0), Datetime(2011,10,25,0,0,0,0,0), Datetime(2011,10,26,0,0,0,0,0), Datetime(2011,10,27,0,0,0,0,0), Datetime(2011,10,28,0,0,0,0,0), Datetime(2011,10,31,0,0,0,0,0), Datetime(2011,11,1,0,0,0,0,0), Datetime(2011,11,2,0,0,0,0,0), Datetime(2011,11,3,0,0,0,0,0), Datetime(2011,11,4,0,0,0,0,0), Datetime(2011,11,7,0,0,0,0,0), Datetime(2011,11,8,0,0,0,0,0), Datetime(2011,11,9,0,0,0,0,0), Datetime(2011,11,10,0,0,0,0,0), Datetime(2011,11,11,0,0,0,0,0), Datetime(2011,11,14,0,0,0,0,0), Datetime(2011,11,15,0,0,0,0,0), Datetime(2011,11,16,0,0,0,0,0), Datetime(2011,11,17,0,0,0,0,0), Datetime(2011,11,18,0,0,0,0,0), Datetime(2011,11,21,0,0,0,0,0), Datetime(2011,11,22,0,0,0,0,0), Datetime(2011,11,23,0,0,0,0,0), Datetime(2011,11,24,0,0,0,0,0), Datetime(2011,11,25,0,0,0,0,0), Datetime(2011,11,28,0,0,0,0,0), Datetime(2011,11,29,0,0,0,0,0), Datetime(2011,11,30,0,0,0,0,0), Datetime(2011,12,1,0,0,0,0,0), Datetime(2011,12,2,0,0,0,0,0), Datetime(2011,12,5,0,0,0,0,0), Datetime(2011,12,6,0,0,0,0,0), Datetime(2011,12,7,0,0,0,0,0), Datetime(2011,12,8,0,0,0,0,0), Datetime(2011,12,9,0,0,0,0,0), Datetime(2011,12,12,0,0,0,0,0), Datetime(2011,12,13,0,0,0,0,0), Datetime(2011,12,14,0,0,0,0,0), Datetime(2011,12,15,0,0,0,0,0), Datetime(2011,12,16,0,0,0,0,0), Datetime(2011,12,19,0,0,0,0,0), Datetime(2011,12,20,0,0,0,0,0), Datetime(2011,12,21,0,0,0,0,0), Datetime(2011,12,22,0,0,0,0,0), Datetime(2011,12,23,0,0,0,0,0), Datetime(2011,12,26,0,0,0,0,0), Datetime(2011,12,27,0,0,0,0,0), Datetime(2011,12,28,0,0,0,0,0), Datetime(2011,12,29,0,0,0,0,0), Datetime(2011,12,30,0,0,0,0,0), Datetime(2012,1,4,0,0,0,0,0), Datetime(2012,1,5,0,0,0,0,0), Datetime(2012,1,6,0,0,0,0,0), Datetime(2012,1,9,0,0,0,0,0), Datetime(2012,1,10,0,0,0,0,0), Datetime(2012,1,11,0,0,0,0,0), Datetime(2012,1,12,0,0,0,0,0), Datetime(2012,1,13,0,0,0,0,0), Datetime(2012,1,16,0,0,0,0,0), Datetime(2012,1,17,0,0,0,0,0), Datetime(2012,1,18,0,0,0,0,0), Datetime(2012,1,19,0,0,0,0,0), Datetime(2012,1,20,0,0,0,0,0), Datetime(2012,1,30,0,0,0,0,0), Datetime(2012,1,31,0,0,0,0,0), Datetime(2012,2,1,0,0,0,0,0), Datetime(2012,2,2,0,0,0,0,0), Datetime(2012,2,3,0,0,0,0,0), Datetime(2012,2,6,0,0,0,0,0), Datetime(2012,2,7,0,0,0,0,0), Datetime(2012,2,8,0,0,0,0,0), Datetime(2012,2,9,0,0,0,0,0), Datetime(2012,2,10,0,0,0,0,0), Datetime(2012,2,13,0,0,0,0,0), Datetime(2012,2,14,0,0,0,0,0), Datetime(2012,2,15,0,0,0,0,0), Datetime(2012,2,16,0,0,0,0,0), Datetime(2012,2,17,0,0,0,0,0), Datetime(2012,2,20,0,0,0,0,0), Datetime(2012,2,21,0,0,0,0,0), Datetime(2012,2,22,0,0,0,0,0), Datetime(2012,2,23,0,0,0,0,0), Datetime(2012,2,24,0,0,0,0,0), Datetime(2012,2,27,0,0,0,0,0), Datetime(2012,2,28,0,0,0,0,0), Datetime(2012,2,29,0,0,0,0,0), Datetime(2012,3,1,0,0,0,0,0), Datetime(2012,3,2,0,0,0,0,0), Datetime(2012,3,5,0,0,0,0,0), Datetime(2012,3,6,0,0,0,0,0), Datetime(2012,3,7,0,0,0,0,0), Datetime(2012,3,8,0,0,0,0,0), Datetime(2012,3,9,0,0,0,0,0), Datetime(2012,3,12,0,0,0,0,0), Datetime(2012,3,13,0,0,0,0,0), Datetime(2012,3,14,0,0,0,0,0), Datetime(2012,3,15,0,0,0,0,0), Datetime(2012,3,16,0,0,0,0,0), Datetime(2012,3,19,0,0,0,0,0), Datetime(2012,3,20,0,0,0,0,0), Datetime(2012,3,21,0,0,0,0,0), Datetime(2012,3,22,0,0,0,0,0), Datetime(2012,3,23,0,0,0,0,0), Datetime(2012,3,26,0,0,0,0,0), Datetime(2012,3,27,0,0,0,0,0), Datetime(2012,3,28,0,0,0,0,0), Datetime(2012,3,29,0,0,0,0,0), Datetime(2012,3,30,0,0,0,0,0), Datetime(2012,4,5,0,0,0,0,0), Datetime(2012,4,6,0,0,0,0,0), Datetime(2012,4,9,0,0,0,0,0), Datetime(2012,4,10,0,0,0,0,0), Datetime(2012,4,11,0,0,0,0,0), Datetime(2012,4,12,0,0,0,0,0), Datetime(2012,4,13,0,0,0,0,0), Datetime(2012,4,16,0,0,0,0,0), Datetime(2012,4,17,0,0,0,0,0), Datetime(2012,4,18,0,0,0,0,0), Datetime(2012,4,19,0,0,0,0,0), Datetime(2012,4,20,0,0,0,0,0), Datetime(2012,4,23,0,0,0,0,0), Datetime(2012,4,24,0,0,0,0,0), Datetime(2012,4,25,0,0,0,0,0), Datetime(2012,4,26,0,0,0,0,0), Datetime(2012,4,27,0,0,0,0,0), Datetime(2012,5,2,0,0,0,0,0), Datetime(2012,5,3,0,0,0,0,0), Datetime(2012,5,4,0,0,0,0,0), Datetime(2012,5,7,0,0,0,0,0), 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Datetime(2016,11,30,0,0,0,0,0), Datetime(2016,12,1,0,0,0,0,0), Datetime(2016,12,2,0,0,0,0,0), Datetime(2016,12,5,0,0,0,0,0), Datetime(2016,12,6,0,0,0,0,0), Datetime(2016,12,7,0,0,0,0,0), Datetime(2016,12,8,0,0,0,0,0), Datetime(2016,12,9,0,0,0,0,0), Datetime(2016,12,12,0,0,0,0,0), Datetime(2016,12,13,0,0,0,0,0), Datetime(2016,12,14,0,0,0,0,0), Datetime(2016,12,15,0,0,0,0,0), Datetime(2016,12,16,0,0,0,0,0), Datetime(2016,12,19,0,0,0,0,0), Datetime(2016,12,20,0,0,0,0,0), Datetime(2016,12,21,0,0,0,0,0), Datetime(2016,12,22,0,0,0,0,0), Datetime(2016,12,23,0,0,0,0,0), Datetime(2016,12,26,0,0,0,0,0), Datetime(2016,12,27,0,0,0,0,0), Datetime(2016,12,28,0,0,0,0,0), Datetime(2016,12,29,0,0,0,0,0), Datetime(2016,12,30,0,0,0,0,0), Datetime(2017,1,3,0,0,0,0,0), Datetime(2017,1,4,0,0,0,0,0), Datetime(2017,1,5,0,0,0,0,0), Datetime(2017,1,6,0,0,0,0,0), Datetime(2017,1,9,0,0,0,0,0), Datetime(2017,1,10,0,0,0,0,0), Datetime(2017,1,11,0,0,0,0,0), Datetime(2017,1,12,0,0,0,0,0), 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Datetime(2017,3,7,0,0,0,0,0), Datetime(2017,3,8,0,0,0,0,0), Datetime(2017,3,9,0,0,0,0,0), Datetime(2017,3,10,0,0,0,0,0), Datetime(2017,3,13,0,0,0,0,0), Datetime(2017,3,14,0,0,0,0,0), Datetime(2017,3,15,0,0,0,0,0), Datetime(2017,3,16,0,0,0,0,0), Datetime(2017,3,17,0,0,0,0,0), Datetime(2017,3,20,0,0,0,0,0), Datetime(2017,3,21,0,0,0,0,0), Datetime(2017,3,22,0,0,0,0,0), Datetime(2017,3,23,0,0,0,0,0), Datetime(2017,3,24,0,0,0,0,0), Datetime(2017,3,27,0,0,0,0,0), Datetime(2017,3,28,0,0,0,0,0), Datetime(2017,3,29,0,0,0,0,0), Datetime(2017,3,30,0,0,0,0,0), Datetime(2017,3,31,0,0,0,0,0), Datetime(2017,4,5,0,0,0,0,0), Datetime(2017,4,6,0,0,0,0,0), Datetime(2017,4,7,0,0,0,0,0), Datetime(2017,4,10,0,0,0,0,0), Datetime(2017,4,11,0,0,0,0,0), Datetime(2017,4,12,0,0,0,0,0), Datetime(2017,4,13,0,0,0,0,0), Datetime(2017,4,14,0,0,0,0,0), Datetime(2017,4,17,0,0,0,0,0), Datetime(2017,4,18,0,0,0,0,0), Datetime(2017,4,19,0,0,0,0,0), Datetime(2017,4,20,0,0,0,0,0), Datetime(2017,4,21,0,0,0,0,0), Datetime(2017,4,24,0,0,0,0,0), Datetime(2017,4,25,0,0,0,0,0), Datetime(2017,4,26,0,0,0,0,0), Datetime(2017,4,27,0,0,0,0,0), Datetime(2017,4,28,0,0,0,0,0)]" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "calendar = sm.get_trading_calendar(query, 'SZ')\n", "calendar" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "x1 = my_tm.get_funds_curve(calendar, Query.DAY)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "my_sys.mm = MM_FixedPercent(0.03)\n", "my_sys.run(s, query)\n", "\n", "x2 = my_tm.get_funds_curve(calendar, Query.DAY)\n", "PRICELIST(x2).plot()" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "my_sys.mm = MM_FixedRisk(1000)\n", "my_sys.run(s, query)\n", "\n", "x3 = my_tm.get_funds_curve(calendar, Query.DAY)\n", "PRICELIST(x3).plot()" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "my_sys.mm = MM_FixedCapital(1000)\n", "my_sys.run(s, query)\n", "\n", "x4 = my_tm.get_funds_curve(calendar, Query.DAY)\n", "PRICELIST(x4).plot()" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ax = create_figure(1)\n", "\n", "def x_plot(x, name, ax):\n", " px = PRICELIST(x)\n", " px.name = name\n", " px.plot(axes=ax, legend_on=True)\n", "\n", "x_plot(x1, 'MM_FixedCount', ax)\n", "x_plot(x2, 'MM_FixedPercent', ax)\n", "x_plot(x3, 'MM_FixedRisk', ax)\n", "x_plot(x3, 'MM_FixedCapital', ax)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "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": "3.8.3" } }, "nbformat": 4, "nbformat_minor": 1 }