{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Data Structure \n",
    "- list of experiments: link of compression experiments and CT scans\n",
    "\n",
    "- how to plot the compression data "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import os\n",
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "#for stress-strain conversion\n",
    "sample_surface = np.pi*(33.6e-3/2.)**2 #m^2\n",
    "sample_height = 14 # mm"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "read \"Data_structure.csv\" file as pandas data frame. It lists the conducted compression experiments (snow type and sintering time) with the compression file (force-displacement data) and the ct grey image (if it exists). "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index([u'sintering time', u'sintering time (d)', u'sample class',\n",
       "       u'compression file', u'ct scan', u'ct grey image'],\n",
       "      dtype='object')"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data = pd.read_csv(\"Data/Data_structure.csv\",delimiter=\";\")\n",
    "data.keys()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### example plot"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.text.Text at 0xb3b8828>"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0xb3b8208>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "upper_bound = 20000 # number of data points during compression (for higher numbers, the compression tool drives up again)\n",
    "\n",
    "exp_data = pd.read_csv(\"Data/Compression_Experiments/ice_beads_poured/5d/2018-05-14_15-42-57_5d_no11_H7.txt\",delimiter=\"\\t\",header = 35)\n",
    "\n",
    "displacement = exp_data[\"dx\"][:upper_bound]  # mm\n",
    "force = exp_data[\"Fz\"][:upper_bound]  # N\n",
    "\n",
    "plt.plot(displacement,force)\n",
    "\n",
    "plt.xlabel(\"vertical displacement (mm)\");plt.ylabel(\"vertical force (N)\")\n",
    "plt.arrow(8,1,2,-0.5)\n",
    "plt.text(2,1.1,\"first contact of compression\\n tool and sample\" )"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### List of experiments, which sample class investigated at which sintering time"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "ice_beads_poured -- 1d\n",
      "ice_beads_poured -- 3d\n",
      "ice_beads_poured -- 5d\n",
      "ice_beads_poured -- 10d\n",
      "ice_beads_tapped -- 5d\n",
      "ice_beads_tapped -- 10d\n",
      "RG_snow -- 5min\n",
      "RG_snow -- 2h\n",
      "RG_snow -- 4h\n",
      "RG_snow -- 8h\n",
      "RG_snow -- 1d\n",
      "RG_snow -- 2d\n",
      "RG_snow -- 5d\n"
     ]
    }
   ],
   "source": [
    "def list_of_experiments():\n",
    "    print  data[\"sample class\"][0], \"--\", data[\"sintering time\"][0]\n",
    "    for i in range(1,len(data)-1): \n",
    "        if data[\"sintering time\"][i]!=data[\"sintering time\"][i-1]:\n",
    "            print  data[\"sample class\"][i], \"--\", data[\"sintering time\"][i]\n",
    "list_of_experiments()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "to list all experiments of one sample class per sintering time, choose one of the \"list_of_experiments\" combinations (e.g. \"ice_beads_poured\", \"1d\") in string format for the following function: \n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "def list_samples_per_Sinteringtime(sampleclass,sinteringtime):\n",
    "    sample_filter = data[data[\"sample class\"]==sampleclass]\n",
    "    return sample_filter[sample_filter[\"sintering time\"]==sinteringtime]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>sintering time</th>\n",
       "      <th>sintering time (d)</th>\n",
       "      <th>sample class</th>\n",
       "      <th>compression file</th>\n",
       "      <th>ct scan</th>\n",
       "      <th>ct grey image</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>4h</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>RG_snow</td>\n",
       "      <td>2018-04-18_15-21-27_4h_no7.txt</td>\n",
       "      <td>x</td>\n",
       "      <td>x</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>4h</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>RG_snow</td>\n",
       "      <td>2018-04-18_15-21-27_4h_no5.txt</td>\n",
       "      <td>x</td>\n",
       "      <td>x</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>4h</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>RG_snow</td>\n",
       "      <td>2018-04-18_15-21-27_4h_no4.txt</td>\n",
       "      <td>x</td>\n",
       "      <td>x</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>4h</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>RG_snow</td>\n",
       "      <td>2018-05-19_12-40-53_4h_no17_H8.txt</td>\n",
       "      <td>x</td>\n",
       "      <td>x</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>4h</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>RG_snow</td>\n",
       "      <td>2018-04-18_15-21-27_4h_no1.txt</td>\n",
       "      <td>x</td>\n",
       "      <td>x</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>4h</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>RG_snow</td>\n",
       "      <td>2018-04-18_15-21-27_4h_no10.txt</td>\n",
       "      <td>x</td>\n",
       "      <td>x</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>4h</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>RG_snow</td>\n",
       "      <td>2018-05-19_12-40-53_4h_no12_H3.txt</td>\n",
       "      <td>x</td>\n",
       "      <td>x</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>4h</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>RG_snow</td>\n",
       "      <td>2018-04-18_15-21-27_4h_no3.txt</td>\n",
       "      <td>x</td>\n",
       "      <td>x</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>4h</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>RG_snow</td>\n",
       "      <td>2018-04-18_15-21-27_4h_no2.txt</td>\n",
       "      <td>x</td>\n",
       "      <td>x</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>4h</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>RG_snow</td>\n",
       "      <td>2018-05-19_12-40-53_4h_no14_H5.txt</td>\n",
       "      <td>x</td>\n",
       "      <td>x</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>4h</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>RG_snow</td>\n",
       "      <td>2018-05-19_12-40-53_4h_no16_H7.txt</td>\n",
       "      <td>x</td>\n",
       "      <td>x</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>4h</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>RG_snow</td>\n",
       "      <td>2018-05-19_12-40-53_4h_no13_H4.txt</td>\n",
       "      <td>x</td>\n",
       "      <td>x</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>4h</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>RG_snow</td>\n",
       "      <td>2018-05-19_12-40-53_4h_no11_H2.txt</td>\n",
       "      <td>x</td>\n",
       "      <td>x</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>4h</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>RG_snow</td>\n",
       "      <td>2018-05-19_12-40-53_4h_no15_H6.txt</td>\n",
       "      <td>x</td>\n",
       "      <td>x</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>4h</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>RG_snow</td>\n",
       "      <td>2018-05-19_17-14-16_4h_no18_H2.txt</td>\n",
       "      <td>x</td>\n",
       "      <td>x</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>4h</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>RG_snow</td>\n",
       "      <td>2018-04-18_15-21-27_4h_no9.txt</td>\n",
       "      <td>x</td>\n",
       "      <td>x</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>4h</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>RG_snow</td>\n",
       "      <td>2018-04-18_15-21-27_4h_no8.txt</td>\n",
       "      <td>x</td>\n",
       "      <td>x</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>4h</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>RG_snow</td>\n",
       "      <td>2018-05-19_17-11-53_4h_CTno2_H1.txt</td>\n",
       "      <td>1925</td>\n",
       "      <td>D0004766.AIM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>4h</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>RG_snow</td>\n",
       "      <td>2018-05-20_13-16-02_4h_CTno3_H8.txt</td>\n",
       "      <td>1926</td>\n",
       "      <td>D0004768.AIM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>4h</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>RG_snow</td>\n",
       "      <td>2018-05-23_17-04-42_4h_CTno3_H1.txt</td>\n",
       "      <td>1929</td>\n",
       "      <td>D0004772.AIM</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   sintering time  sintering time (d) sample class  \\\n",
       "68             4h            0.166667      RG_snow   \n",
       "69             4h            0.166667      RG_snow   \n",
       "70             4h            0.166667      RG_snow   \n",
       "71             4h            0.166667      RG_snow   \n",
       "72             4h            0.166667      RG_snow   \n",
       "73             4h            0.166667      RG_snow   \n",
       "74             4h            0.166667      RG_snow   \n",
       "75             4h            0.166667      RG_snow   \n",
       "76             4h            0.166667      RG_snow   \n",
       "77             4h            0.166667      RG_snow   \n",
       "78             4h            0.166667      RG_snow   \n",
       "79             4h            0.166667      RG_snow   \n",
       "80             4h            0.166667      RG_snow   \n",
       "81             4h            0.166667      RG_snow   \n",
       "82             4h            0.166667      RG_snow   \n",
       "83             4h            0.166667      RG_snow   \n",
       "84             4h            0.166667      RG_snow   \n",
       "85             4h            0.166667      RG_snow   \n",
       "86             4h            0.166667      RG_snow   \n",
       "87             4h            0.166667      RG_snow   \n",
       "\n",
       "                       compression file ct scan ct grey image  \n",
       "68       2018-04-18_15-21-27_4h_no7.txt       x             x  \n",
       "69       2018-04-18_15-21-27_4h_no5.txt       x             x  \n",
       "70       2018-04-18_15-21-27_4h_no4.txt       x             x  \n",
       "71   2018-05-19_12-40-53_4h_no17_H8.txt       x             x  \n",
       "72       2018-04-18_15-21-27_4h_no1.txt       x             x  \n",
       "73      2018-04-18_15-21-27_4h_no10.txt       x             x  \n",
       "74   2018-05-19_12-40-53_4h_no12_H3.txt       x             x  \n",
       "75       2018-04-18_15-21-27_4h_no3.txt       x             x  \n",
       "76       2018-04-18_15-21-27_4h_no2.txt       x             x  \n",
       "77   2018-05-19_12-40-53_4h_no14_H5.txt       x             x  \n",
       "78   2018-05-19_12-40-53_4h_no16_H7.txt       x             x  \n",
       "79   2018-05-19_12-40-53_4h_no13_H4.txt       x             x  \n",
       "80   2018-05-19_12-40-53_4h_no11_H2.txt       x             x  \n",
       "81   2018-05-19_12-40-53_4h_no15_H6.txt       x             x  \n",
       "82   2018-05-19_17-14-16_4h_no18_H2.txt       x             x  \n",
       "83       2018-04-18_15-21-27_4h_no9.txt       x             x  \n",
       "84       2018-04-18_15-21-27_4h_no8.txt       x             x  \n",
       "85  2018-05-19_17-11-53_4h_CTno2_H1.txt    1925  D0004766.AIM  \n",
       "86  2018-05-20_13-16-02_4h_CTno3_H8.txt    1926  D0004768.AIM  \n",
       "87  2018-05-23_17-04-42_4h_CTno3_H1.txt    1929  D0004772.AIM  "
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "list_samples_per_Sinteringtime(\"RG_snow\",\"4h\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "def plot_experiment(sampleclass, sinteringtime):\n",
    "    samples = list_samples_per_Sinteringtime(sampleclass,sinteringtime)\n",
    "    for no in range(len(samples)):\n",
    "        filename = np.array(samples[\"compression file\"])[no]\n",
    "    #    filename = np.array(list_samples_per_Sinteringtime(sampleclass,sinteringtime)[\"compression file\"])[no]\n",
    "        print \"compression data: \",filename\n",
    "        CT_file = np.array(samples[\"ct grey image\"])[no]\n",
    "        exp_data = pd.read_csv(\"Data/Compression_Experiments/\"+sampleclass+\"/\"+sinteringtime+\"/\"+filename,delimiter=\"\\t\",header = 35)\n",
    "        x,y = exp_data['dx'][:upper_bound],exp_data[\"Fz\"][:upper_bound]\n",
    "        plt.plot(x,y)\n",
    "        plt.xlabel(\"displacement (mm)\",fontsize = 15); plt.ylabel(\"force (N)\",fontsize=15)\n",
    "        plt.title(\"CT image: \"+str(CT_file))\n",
    "        plt.show()\n",
    "    return()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "compression data:  2018-04-19_15-52-45_24h_no10.txt\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0xbbeecf8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "compression data:  2018-05-16_13-45-51_24h_no12_CTno1_H8.txt\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0xbbee908>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "compression data:  2018-04-19_15-52-45_24h_no8.txt\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x15f3e518>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "compression data:  2018-04-19_15-52-45_24h_no9.txt\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x12bfdb70>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "compression data:  2018-05-26_18-21-51_24h_CTno4_H1.txt\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0xbbeeb00>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "compression data:  2018-05-23_12-46-57_24h_CTno3_h1.txt\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0xbbeeef0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "compression data:  2018-04-18_10-48-50_24h_no1.txt\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1896a2e8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "compression data:  2018-04-18_10-48-50_24h_no2.txt\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x146c30b8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "compression data:  2018-04-18_10-48-50_24h_no3.txt\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x128bd668>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "compression data:  2018-04-18_10-48-50_24h_no7.txt\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x148440f0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "compression data:  2018-04-18_10-48-50_24h_no6.txt\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x9171cc0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "compression data:  2018-05-18_17-48-51_24h_no13_CTno2.txt\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x14f30278>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "compression data:  2018-05-16_13-45-51_24h_no11_H6.txt\n"
     ]
    },
    {
     "data": {
      "image/png": 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7783NDx4cWlidf35u/Iznn4fbb+/6WKXuX7z1FnzqU/Vt2luLDOVpEenNClswZbVEcd99nZfNiQaLPuCA8F7pvYlSn2vTTeGii0LPuFmQoa9fRHqzcomi8P5FskSxwgqNi6nUOUt58snqjlksUbz+eni/5x7YbLPqjtcoShQikrp994WJE3Pz8QN3yfmkRiaKBx6As87qvLxZ1V0PRU2BXnml+PqLLoJbbmlOLDElChFJ3d//DqNGwfLLh/mlS/NLFCuuWHrfDTaobyz77Qe/+U3n5U88UXqf+InteujquYvzz4dhw+pzrkopUYhIJixeDOutF56NcM9PFMstl79t8r/7v/+9OfH9/vfl16+zTnXHu+8+uOqq7scTi4eB/fDD8D5pUui4cM6c3IN/tao6UZjZvtET21eZ2frRst3MrMqvSUQkxz3U2ZuFJFHYDLVw21i50kY9TZ1a+zFGj4YBA+CFF+D73++8fu5cOP306o652mrw4ouw6qphjPGHH4Y//zlUyQ2p06PL1YxwtyZwD/BZYAKwEXAl8A5wDDAfOLE+YYlIbzN/fkgSbW2dSxSFGnW/4KabSq976qnS6x59tLLj77JLeP/tbzuvO//8rh++mzWr+PK4WW5hld1rr1UWV1eqKVFcBgwEtoheyZq0R4A96xOSiPRGv/1tfokijURxxBGVbXfIIfCHP+TmC7sf6Yp7589w0UWhC/NySp0nbhXmDiNGVBdLJapJFPsA57n7m3Qeo+Jd4FN1i0pEeqW2tlyJorBJbJbcdRecemrl2/fvn/95iiWK7rjssvAeH3vJkvyea3eqy1By1d+jKPWjWx2YV2MsItLL/fvfIVEsXQpbbFF6u1Ybimb+/PyuOqpJFI88kpuOW0TF+552WniP7+cUljiSPe7WoppE8QRwmpkl+2uMP+p3gApr6URESournsrZaKPqjhn35lqLcoMVVSIxIGdVie5LX+p6m/jz7btv/vJ6JdRqEsXZhG7HXwV+RkgSx5nZP4HPAefVJyQR6U0KWzfFVU/lbLxx8W2Kda8BobVRrWpt9fSPf+TP13IRL3zWIu5CpDAhPvxw98+RVHGicPdXgR2A54CjgSXAoYT7Ezu7+9j6hCQivUlhdUklJYpCTz1VfrCiSp4neOed6s5Zi+7eo5gwIbwvXJjfXchtt9UlrJIqbh4LEN3I/laDYhGRXqiwSWglJYpCcbPT1Vcvvr6SxHPQQfnz778fnlFohClTupeYvvvd8D5hAgwdmlterwfrSqm4RGFm65lZ0cc3zGyIma1Xv7BEpLfqTokiVvgEd+wnP4Eddyy/b+E54yedC22/fW66cAyNSlXbeWBXypWmuvtdJlVzj+IK4MgS6w4HLq89HBHp7dracnXuAFtvXd3+l17aedmzz8Jzz1V3nFJ9LiX/e3/rreqO2SjlHqwr10dVpapJFLtQumXTY9F6EZGatLXlP3MQNwGtVNwFxuGHl9/uvffyk0FhYiiVKOr1tHOzNLtEMYDOD9olLV9jLCIiNVU9xRYsKP6E8rnnhhfAmmvmr5s+vXMcScceC6ecUltcpTTyHkNXvdFWoppE8QrwzRLrvgm0WJ4VkSyKH7iLHXhg9cdYdlnoW6Spzi9+Ab/8ZX6JZcstYexYmDw5f9vCC+xrr8HAgdXHUonkWBz1Nq8Oj0JXkyguBg43s9vMbP/oBvb+ZvZXQqL4ee3hiEhvZ5b/bEUtD7odckjnZe5w7bW5+TfeKN6H0oMP5re+euopGDOm63NeeGH1ce68c/X7VCouQdWimuco7gSOIjxcdy/wbPT+OeBId7+r9nDAzNY1s0fN7DUze8XMqqyhFJFWVniPohZ33FF8eWEvrLff3nmbE04ID8ndcUd11TcnnVT5trH33y+/vpaqqRdf7P6+sar6enL3/wPWAwYDu0Xv67v7zbWH8onFwBnuvhUhCZ1sZmV6fRGRnsSs+R0C3lXi39z58+Gww3Lz/fp1faxkUkk2pa1Fqe7Fm6WiRGFm/cxsrJnt48Eb7v5k9F7X7rncfaq7vxRNzwFeRz3TivQabW3lBy2qh0pLCIX3R/r373qf5L2R44+vPKakPQsGbaj15n6tN8srShTuPh9YGahDQ6vKmdmGwHZAHXpqEZGs+cEPOi9ra6tPJ37lVPtMRaySRJEcca+tm4NNF7bA6u5xYiefXNv+1XThcSNhJLuHajtlZcxsIHA7cHpUsuhkeKI7xvb2dtrb25sRmojUSbGH45pR9XTrrd3br6uqp7ffDu8nnghXXBEu8KuvDjNmVBfb178eprfbDl56qdYSRQcPPNDBsGHdbyprldYcmdkPgB8Bk4EHgGnkP1fh7n5F98LodK6+wH3AA+5edEhzM6t3rZeINFmxC9emm8Kf/pSrfqn1z/yww0rf1I5ttlloItuVc86Biy8uvT6OddGi0ET3858P3XVUc4F+6qlc/1cLFoRuSSZPhrXXhoMPhrvvrvxYSdddB8ccA2aGu1eVMqopUfxP9L42YdzsQk7o5qMergPGlEoSItJz1btE8be/dX2hXn/9yhLFqqtWds64qqiS5rTl9OkDgwaFezYvv9z9JAFhXO9jjunevtU0j23r4tWn66N0zcx2BY4A9jCzF83sBTPbpx7HFpHsq2fz2Eots0xl2x13XGXbxYli5szqY2lry3Vu2NYW7lc89RRsu231x0rqTiyfxFTbqesvak3Vx923c/ft3X2Iu/897bhEpDnSaB77wAOVbbfsspVtV6wEs/POpXukTdpxx1xz3fg4b75Z2XnLqaUKr6pEYWYrm9nZZnavmT0ZvZ9lZnUamVVEeosHH+y87IQT0ilRVCouKVTaimjDDXPT224bxrC+6KLy+5jlJ6QhQ0I36aX8+Medl223XedllSSpUqoZj2ITQn9PFxI6AHwner8QeDlaLyJSkX0KKpRHjYKf/zw/UVQ7Nna9lGqOGi+v5ME7gC9/ObyvuirsumuYXmGFrvcr16vttxJDx913X+cuTk47rXiJpljfV5WqZtdLgJnALu4+KV5oZp8CRgK/Aw4qsa+ISFnxhTSueho8uH5dei+3XGhBVKlSzVHjRFGsxDN4cOdlcUkg2UVHuU764uqhL3wB7rwzTBde9JOllP33h//93/z1ydj798+dr08Nd5GrqXpqBy5IJgmAaP5CYPfuhyEiEsRPZtf6kFnS/Pn1OU4c02GHwZln5q/74Q/z591Da6pCJ5zQ9Xn69g1NYYspvPFe+D395z8wfnyYTpZeauluvJofhQOlclIb5ceqEBEBwn/2hUOBHn10btoM7rkHXn21qWF9otxN3/hi268fHHVUmI6rdA44oLLjr7RSdQ/QFT5FXliFVJgAHn4418LpRz/KLX+01LBzFagmUTwG/MzMNkgujOYvBP7R/TBEpLcYMQKGDs1ftkniDmdbW/HeXLMgvigvXgxTp+amAZavYui2+Dgff1x9DJtvnn+zO/7uDj00tyz+ftddt/rjF1PNPYrvE4ZCHWdmLxCezF6D8PDdROCM+oQkIj1ZsX6ckp0A1rPKqRGGDw8tmAq7AamkH6ikRYu6d4M5mRAgNApYtCjcg4i/u/i49RgGFap74G4CsAVwGmE0u2WAMcApwJbRehGRsubO7bwseaO1HkN3dlclo8ENGwYDBuTHOW9e9QmullZIhdVjffvmxxPfx2hKojCz68xso2h6N2BZd7/S3b/r7vtF71e5ewNHfBWRnuTsszsvW3vt3HSaJYpKm71C6MepO/s1w1Zbhfd6VT119SM5ChgUTT9GGKhIRKSu9t8/N12Pp5CbYbXVwvt66zX/3FtvHe5VlPKb38Ds2bDGGvU5X1eJYgrQHnX5bUA/MxtQ6lWfkESkt0l2ttfVsKDdVXhBLzeoUGHnfwOKXN3iqqM0RjcYNQqef774uvPOC7ENHBhKFsXGA69WV4niKuBi4CNC89fHgNllXiIiVau0D6VavPYa7LRTbj4xnE0nhc8qXHNN58QS31c5//za4nIPT1cPGlR8ffJZiLgUM2BA8VZWRx6ZG8sitsMOtcUHFYxHYWafBbYEbgAuAt4qta27j6g9pMpoPAqR1lTsZnXyTzm5vhF/4vHx3cP0FlvAG2/kn2+ddWDKlNw+Y8fCpz+df5z580NLp//+t/iDddWYNSu0/FplldLxAuy1V3hOolozZ4Z7Pyuu2KDxKNz9eeB5M9sT+LO7j68+TBGRbNpvv1yiiMUX56FDQzVPMXHVUy1dY8SSw6eW090WYSvX2G1rNc1jj1GSEJFanXde2hHkK3bxjVtexU+Hr7lm523iBFGPRFGpYiWOZsj4oy0i0tPceGO6558wIX8Qn4EDO28TJ4r4yeli//Enq7Ca5eqrm3euJCUKEWmq8QX1Em+/3dzzb7BB6G8J4JVXwjjYheL1e+zR9fGamSgqraKqNyUKEUlVWmNOQHgeodjDcg89FJ7nSLaS6s1qeIhcRKRnOPHE/DEm4sGAhgwpv99jj+U/Vd5Tddk8NqvUPFakNRXePC78M25089hqPP00fO5z6cZR7++jIc1jRUQa5Ygj0o6gvDQ7KIy5h/E5mtm6qpAShYik5vTTS69L68ZtUhYSBcBXvpLu+XUzW0RSs802pdcVjuyWhiFD4IYb0o4ifZlMFGZ2rZlNM7OX045FRBqnXHVKLeM11EvfvvCtb6UdRfoymSiAPwNfTjsIEWmscmNPZCFRSJDJROHuo4AP045DRBpLiaI1ZDJRiEjPtGBB/ny5m8VKFNnR0j+K4YkO5dvb22lPYwQREanYdttVvq0SRX10dHTQ0dFR0zEy+8CdmW0A3OvunymxXg/cibSYrh62S24za1b+oD1SH9154C7LVU8WvUSkFyocZU7Sk8lEYWY3Af8CNjOzd8zsmLRjEpHaTJ2aP7/llsW3++ij8N6M4VGlMpmsBXT3w9OOQUTqa+HCyrZbccUwvGi5FlHSXPpRiEhTVNMdRq1jUEt9ZbJEISI9y6mnhi65k7LSj5J0LbOtnrqiVk8iraNYUhg8GF57rfmx9HY9rdWTiPQAF1yQdgRSK5UoRKRh3EvflN5ySxgzprnxiAYuEpEMOfxweOON0uv1nETrUKIQkYYYNQomTiy+7umn4VOfam480n1KFCLSEP36lV63zTYwYEDzYpHa6Ga2iDTEcsuVXqeH6VqLflwiUnff+Q68+mrp9UoUrUVVTyJSNzvvDJtsArfeWn47JYrWouaxIlI38YN1ffrAkiWlt1u6VE9mp0UP3IlIat57LzddLkmAkkSrUYlCROqimou//nTToxKFiGTe7NlpRyDVUqIQkZqMHAkHH1z59gMHNi4WaQxVPYlITaq936A/23Sp6klEGmrChPzSwyOPpBaKNJEShYhU7NFH4e674eOPw/SXvlTZfkOHNjYuaSw9cNfipk+H5ZdXvznSHDNnhvftt69uuNJTTw2lkZEjGxKWNJjuUbQ4M9hzz85VAO7hv77ll08nrt5m7tye/11PmgTrrtu9ffWnmh26R9FLxf/lzZ+f+4O8+urirUuefRauvbbrY/7hD6GvngULuv4jv/deuOceWLwYFi7s+mGr7pg+Hc46q3v7uofPUWj+/M7L/vlPuOWW/GXF9k26557uteT56CP4/ver369SixfDokXhVe3P5IEH4K67cp/dHf7yl/rHKC3C3VvyFUIXcP/sZ91HjAjTf/tbWH7OOWF+0aIwv3RpmN5997D8kkvc3303tz4Wz4P7EUeE92uuCcvPPtt98eL8bX/+87ANuA8d6r7CCu6DBrn/61/uS5a433ZbiOW733UfMybEUY0lS9xHjcqdozDOYu69132XXcK+ixa5X3ZZ2PeCC3LbTJ2af7zYxhuH5fHnXLAgt13hOW+6yX3vvd3/+Mfix1q0yP2tt9yvvDJ/36VLw/Hvuy/sd9NN7r/+dVj37rvul16aO/+iRe5nneX+0Ufuw4eHZRdc4D5vXpgeMcL91VfDZzzuOPfZs8PnXrjQfa+93Lfe2n3DDcPP5eij3V9+OT/lvBy3AAAQ5UlEQVTGSZPcjznG/c9/zi372c9y33f8Wm+9zsuqeUl2RNfO6q631e7QjBewD/AGMBY4u8Q2dfzqWlexP+hZs9x//OPcsssuCxcCcN9jj9zyiy4K77/4RbgwnXtumJ8wIbwffnh4Tx7rppvcn3vO/eqrO5/bLH9+0KDO28QX648/dv/mN91Hjsx9lmefdf/7391fecX9zjvDBa/YBeeZZ/IvPr/+dfgsCxbkfyf/+Efn/TfZxH36dPfx48P8aae5v/mm+1VXuU+bFtaD+2qrhQv6eeeF+XHjwvvFF4dzzJmTf8xiv47gvt9+ue1eeCEsv/jiML/nnuF9hx1y+3/1q2F6wIDiP9942QknFF9/9tnu66xT+oK9yy65+EaOzF936aXFj1mPl2RHj0gUhOqwN4ENgGWAl4AtimxX1y+vVRX7ozz55Mr+eNddNzf99a835gJR+Npnn1C6+NWvaj/WtGnuJ52Uv2zp0tz0T35S3fF+8Yv8+b33Lr7d6NG50kDha9y4/J/NNttUfv7HH68u3lI//0pecSmo8NWvX/1/5rvvns7fhhTXnUSRuZvZZrYLMMzd943mzyF8sF8VbOdZiz0N6lwt3157Nadtf1tb6AG10CmnwHbbwbHHNj6GVrHffnD//WlHIbGecjP7U0BypN13o2UiXWrWA2DFkgSERgBKEnDQQfDkk2G6T590Y5HatfRzFMOHD/9kur29nfb29tRiEZGcH/84DGIEGqQobR0dHXR0dNR0jKxWPQ13932ieVU9laGqJ8ma9daDt96CZZaBhx+GzTev7uE8aazuVD1lMVH0Af4D7AlMAZ4Bvunurxdsp0SBEoVkz9y56ikgy3rEPQp3XwKcAjwEvAbcUpgkRCRbVlwxvN9xh5JET5S5EkWlVKIIVKKQLJg3L9y0XmaZtCORrnSnRNHSN7NFJBv69Us7AmmkzFU9iUhr6W4fXNI6VKIQkW657DL49rd7fq+5ohJFj7XKKmlH0H3bbFN8eanP9K1vlT/eFlvUFk+jvfAC7Lhj7cf5zGc6L/vDH8L7pz9dft9Ro7o+/j//mT9/4IHhJrYeqOv5lCh6kDPOCO/TpoXXWmvlrz///Nx03DLl7LPD+/7752/71FPwxS/CTjvllvXvH95ffjl0Pz19eulYxo+Hiy8O0w88AL/8ZZhua4NnngnTyywDl1/eed/ddstNb7QRrLNOmJ40CUaMCNM//WlumzgRbLVV/nHWWSe04X890WbuM5+Bhx6CIUNCVxt7752/T/JiO2hQ/rrXX4cxY+Dpp3PL/vrXMDTo4sVhfuLE/P+wK0kAK60UvpP451fMBRfkzy9cGN6T9wauuabzfiefHN5vuaVzQh04ECZPhnHjchf71VcP75Mm5ba7++7wvtZaudZNb78NG2xQOl7pYartHCorL+Je0Xq5M88MHa8NGhTmwf2DD3LrZ88OvaXGrrwydH731FNh2zFjQkd9c+a4v/ee+xe/GHqPTVpppdBd9Wabua++ev66adPyO4A78UT3sWO7jhvc29vd3347t++gQaEn1fnzQwwffpj/KnYMcP/lL8P7vHnuU6aE7rSvv77ztg8+2PkYcTfi663n/s47oRfd+LgHHZTrSTf56zZlSph/4on8Y224Ya4b9UceKd1x31pr5c/PmZM7xocfuh94YK6DwC22CO9XXx1+duB++eW5415/vfuxx+Z+7skOEd99N2y37ba534nk50n+nN9/333IkBD/f/8blh19tPujj+b2i7cr/B2T1kI3OgVM/YLf3ZcSRc4HH7jPmBGmk72XlrN0aeXbTp8eLmDJ8yTtv3/4TTruuFxX312ZOjWMseAeeoC99NLcfKUOPti9o8P9xRe77qF0/fVLHx9Cl9+xSZNC1+OzZ4f5l17qfPyuvrspU9y33DJM33JLOMfkyeH9kkvcP/OZMP2zn5U+Brh/5Svh/cYbO69/663QFXvSvHnugweHHm7LxbbSSvkJqhrgPnNm9/aV9HUnUeg5CqnZrFnh1d1hMtM2aVKohllppcYcf+lSGDs2VJGNGwcbbljZ8wZm8IMfwPHHw2abZafPpDFjYPDgtKOQ7uoRXXhUSolCerqxY0Py1ZPOUk9KFCIiUlaP6OtJRESyRYlCRETKUqIQEZGylChERKQsJQoRESlLiUJERMpSohARkbKUKEREpCwlChERKUuJQkREylKiEBGRspQoRESkrEwlCjP7qpm9amZLzGxI2vGIiEjGEgXwCnAI8M+uNpScjo6OtEPIDH0XOfoucvRd1CZTicLd/+Pu44CqusDt7fRHkKPvIkffRY6+i9pkKlGIiEj29G32Cc3sYWDN5CLAgXPd/d5mxyMiIuVlcoQ7M3sM+KG7v1Bmm+wFLiLSAqod4a7pJYoqlP0g1X5QERHpnkzdozCzg81sIrALcJ+ZPZB2TCIivV0mq55ERCQ7MlWiqJaZDTOzd83shei1T9oxNZOZ7WNmb5jZWDM7O+140mRmE8zs32b2opk9k3Y8zWZm15rZNDN7ObFsFTN7yMz+Y2YPmtlKacbYLCW+i153rTCzdc3sUTN7zcxeMbPTouVV/160dInCzIYBs939d2nH0mxm1gaMBfYEJgPPAt9w9zdSDSwlZvY28Fl3/zDtWNJgZkOBOcAN7v6ZaNmvgPfd/dfRPxKruPs5acbZDCW+i153rTCztYC13P0lMxsIPA8cBBxDlb8XLV2iiPTWm9o7AePc/b/uvgi4hfBL0FsZPeP3uVvcfRRQmCQPAkZE0yOAg5saVEpKfBfQy64V7j7V3V+KpucArwPr0o3fi57wh3WKmb1kZtf0lqJ15FPAxMT8u9Gy3sqBh83sWTM7Lu1gMmINd58G4aIBrJFyPGnrrdcKzGxDYDvgaWDNan8vMp8ozOxhM3s58Xolej8QuBzY2N23A6YCvaZYKZ3s6u5DgP2Ak6PqB8nXuvXMteu114qo2ul24PSoZFH4e9Dl70WWn6MAwN2/VOGmVwO96cnuScD6ifl1o2W9krtPid6nm9mdhKq5UelGlbppZramu0+L6qvfSzugtLj79MRsr7lWmFlfQpL4P3e/O1pc9e9F5ksU5UQfMnYo8GpasaTgWWBTM9vAzJYFvgHck3JMqTCzAdF/TZjZ8sDe9K7fhZiRXw9/D3B0NH0UcHfhDj1Y3nfRi68V1wFj3P33iWVV/160equnGwj1bkuBCcD34rq33iBq4vd7QsK/1t0vTjmkVJjZRsCdhCJ0X+DG3vZdmNlNQDuwGjANGAbcBdwGrAf8F/h/7j4zrRibpcR3sTu97FphZrsCjxOGb/Do9RPgGeCvVPF70dKJQkREGq+lq55ERKTxlChERKQsJQoRESlLiUJERMpSohARkbKUKEREpCwlCqkLM9vKzJaa2W6JZUvN7KQ6n+eL0XEH1/O4rcTMjjOzijuANLNDzWycmaXWKZ6ZrWNms6M+h6TFKFFIPRU+lLML4YGvRp+ntzmeCnsKjpLDT4FfeYoPTbn7ZEIPx8PSikG6T4lC6invP1Z3f6agjx1pvr2AjYGb0w4EuB74hpmtknYgUh0lCukWMzvJzN4xszlmdjewdpFt8qqezGyomT1uZh9FrxfN7LDE+vFm9hszO8/MpkRVFX8xsxW7iOUMM3vGzGaa2VQzu8fMNimy3SFmNtrMPjazGWZ2n5mtl1i/tZndb2azotdfzWzNxPq42msPM7sr+uxjzWwvM2uLYp9uYSS1HxQ5/xfMrMPM5kbnvyruoypaf3R0/K0tjEA2x8xeN7NDEts8BnwWiLddYmbfLvP1fBt4yN3nFjnP9mb2WBTPi2a2XdRv1nXRd/mWmX2j4DM8Zma3Rcd4O/oZ3WBmy5rZTtH3Ozvabt3kvu7+JGGciLxjSvYpUUjVovrxPxA6FzuE0JfMdZSpEjKzFQg9dr5J6JTtMOAGYOWCTb9JGLXvWOAHwP6E3j7LWZfQjfTB0X5twL+ic8bn/xbwN2Ac8DVCp2hjgUHR+k0Jvc0uCxxB6CxtK4p3tHgl8ER0vgnRcf8ALB/FfxvwP2a2Y+L8uwIPE0YjPAw4ndAl+nWJ48bf342EjtoOjuK92czWidadCLwB3E+o2vtcNF3KHsC/CpbF57keuInw8yD6HNcSeiE+DBgNjEicO7YLIQGdApxJ+D4vA/4EXEL4/jYGrioSz9OEUo60EnfXS6+qXoQLyH0Fy64ClgC7JZYtBU6Kpj8brV++zHHHAzOA/ollhwOLgc2j+S9Gxxlc4hhtQH9gFnBktMwIAzvdVubc/0cYAaxPYtmm0bn3TZx7KXBeYpsto2WPJJYZMAX4ZWLZE8ltomW7R/sOjuaPiuaPSmyzKrAIOD6x7Fngugp+TmtHx9u3YPlR0Xd4ZGLZvtG21ySWrQgsJHSgFy97DPgAGJhYdmt0vF0Ty06MlvUrOPcwYGLav8N6VfdSiUKqYmZ9gCF0/k/7ji52fYswjvHNZvYVKz3C2MPuPi8xfyfh4r9jie0xs10sDHA1g3Bhn0v4736zaJPNgXUI/0GXsmd0LsysT/Q5J0SvHRLbOfBoYv7N6P2TZR6uiG8TjThoZv2JbuzHx46O/yQhCXy24PgPJ471AWG8gLxqnAqtFR1vRon1XX2OWcB0Oo+c+JyHAXCS+y70ULVUeLzC0sgMNNJey1GikGqtDvSh82An71FmTGIP3Rh/idAN+K3A9OgewUZFjpPcbx4hwXS6BwIQ3WN4kHBBPB74POHCPh3oF222WrR+Shef62zChTt+LQQ2InTHnPRJl8wexivPWxZZmDj/KoTv7PKC488nfB8lj1/kWNWI91lQYn3yPAurOHexbWYXWZaMIbYA6BslSmkRmR/hTjJnBqFKofC/wjXootmquz8D7GdmyxHqqS8h1Md/vuA4n4j+Gx9I6Yv8voSqpq+4+/xonz6EKpvY+4QkVjTZRD4glIqupnPCK/UfeaVmEr6bYcDIIusn13j8Uj4gfJbC+0BpWhmY4+5L0g5EKqdEIVVx9yVm9iKhHX/yZuVhJXYpdowFwP1mtg1wTsHqL5nZAHf/OJo/lFB3/lyJw/WL1icvPF8n/3f7P4QbtEdR+sbvP4Ct3P3FSj9Hpdz9YzN7mnCf5aI6HLLSEsYEcqWix+tw3nrYkNCIQFqIEoV0xy+AO8zsckK9/heBL5fbwcz2A75DGHXtHUKd+/cIF+ikeYQk8ltC/favgTvc/Y3k4RLTjxKqda43s2uBrYEfEpphAuGegZmdBfzFzP5C7pmC3YGb3P0FYDgw2szuJ7REmhHFuBfwZ3ePL7Tdfbr5LOARM3PCGMazgQ0ILZ9+4u5vltu5wBvA3ma2N6G0ND66l5HH3ReY2fOEeyAjuhl3LYp9VzsQ7s1IC9E9Cqmau99FaBp5ACFRbEdIAp02JVcd9SbhP/+fE+4pXEyohvluwT63EFrWXAv8jlACOLbIceNYXiU0dd2J0Pz2G8BXgY8KYr6ZUOrZnNB89fpoenq0fhzhhvNcQjPPkYSqovnkbszmnbvE5ywV55PAboR7ITcQGgP8iJA0uxqSs/D4FxFaaN1KGNbygDL73gHs08XxO8XbjWVdHs/MVickrdsr3F8yQkOhSmaY2XhCE9az0o6lpzCzNQjjIg919+dTjuV7wBnuvnmacUj1VKIQ6cHc/T3gGsIDfmk7jVAakhajRCFZUqoKR2pzEfC6Waq9x64F/CV6SYtR1ZOIiJSlEoWIiJSlRCEiImUpUYiISFlKFCIiUpYShYiIlKVEISIiZf1/ItNGb43in5gAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0xcf09be0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "compression data:  2018-04-18_10-48-50_24h_no4.txt\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0xd67aa58>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "compression data:  2018-04-18_10-48-50_24h_no5.txt\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0xdb0e5c0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "compression data:  2018-06-27_14-33-54_24h_CTno5.txt\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0xdb0e470>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "()"
      ]
     },
     "execution_count": 48,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "plot_experiment(\"RG_snow\",\"1d\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "anaconda-cloud": {},
  "kernelspec": {
   "display_name": "Python [schneebau]",
   "language": "python",
   "name": "Python [schneebau]"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.14"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}
