1{
2 "cells": [
3  {
4   "cell_type": "markdown",
5   "metadata": {},
6   "source": [
7    "# Simple Animations Using clear_output"
8   ]
9  },
10  {
11   "cell_type": "markdown",
12   "metadata": {},
13   "source": [
14    "Sometimes you want to clear the output area in the middle of a calculation.  This can be useful for doing simple animations. In terminals, there is the carriage-return (`'\\r'`) for overwriting a single line, but the notebook frontend can clear the whole output area, not just a single line.\n",
15    "\n",
16    "To clear output in the Notebook you can use the `clear_output()` function.  If you are clearing the output every frame of an animation, calling `clear_output()` will create noticeable flickering.  You can use `clear_output(wait=True)` to add the *clear_output* call to a queue.  When data becomes available to replace the existing output, the *clear_output* will be called immediately before the new data is added.  This avoids the flickering by not rendering the cleared output to the screen."
17   ]
18  },
19  {
20   "cell_type": "markdown",
21   "metadata": {},
22   "source": [
23    "## Simple example"
24   ]
25  },
26  {
27   "cell_type": "markdown",
28   "metadata": {},
29   "source": [
30    "Here we show our progress iterating through a list:"
31   ]
32  },
33  {
34   "cell_type": "code",
35   "execution_count": 1,
36   "metadata": {
37    "collapsed": true
38   },
39   "outputs": [],
40   "source": [
41    "import sys\n",
42    "import time"
43   ]
44  },
45  {
46   "cell_type": "code",
47   "execution_count": 2,
48   "metadata": {
49    "collapsed": false
50   },
51   "outputs": [
52    {
53     "name": "stdout",
54     "output_type": "stream",
55     "text": [
56      "9\n"
57     ]
58    }
59   ],
60   "source": [
61    "from IPython.display import display, clear_output\n",
62    "for i in range(10):\n",
63    "    time.sleep(0.25)\n",
64    "    clear_output(wait=True)\n",
65    "    print(i)\n",
66    "    sys.stdout.flush()"
67   ]
68  },
69  {
70   "cell_type": "markdown",
71   "metadata": {},
72   "source": [
73    "## AsyncResult.wait_interactive"
74   ]
75  },
76  {
77   "cell_type": "markdown",
78   "metadata": {},
79   "source": [
80    "The AsyncResult object has a special `wait_interactive()` method, which prints its progress interactively,\n",
81    "so you can watch as your parallel computation completes.\n",
82    "\n",
83    "**This example assumes you have an IPython cluster running, which you can start from the [cluster panel](/#clusters)**"
84   ]
85  },
86  {
87   "cell_type": "code",
88   "execution_count": 3,
89   "metadata": {
90    "collapsed": false
91   },
92   "outputs": [
93    {
94     "name": "stdout",
95     "output_type": "stream",
96     "text": [
97      " 100/100 tasks finished after    6 s\n",
98      "done\n"
99     ]
100    }
101   ],
102   "source": [
103    "from IPython import parallel\n",
104    "rc = parallel.Client()\n",
105    "view = rc.load_balanced_view()\n",
106    "\n",
107    "amr = view.map_async(time.sleep, [0.5]*100)\n",
108    "\n",
109    "amr.wait_interactive()"
110   ]
111  },
112  {
113   "cell_type": "markdown",
114   "metadata": {},
115   "source": [
116    "## Matplotlib example"
117   ]
118  },
119  {
120   "cell_type": "markdown",
121   "metadata": {},
122   "source": [
123    "You can also use `clear_output()` to clear figures and plots."
124   ]
125  },
126  {
127   "cell_type": "code",
128   "execution_count": 4,
129   "metadata": {
130    "collapsed": false
131   },
132   "outputs": [],
133   "source": [
134    "%matplotlib inline\n",
135    "import numpy as np\n",
136    "import matplotlib.pyplot as plt"
137   ]
138  },
139  {
140   "cell_type": "code",
141   "execution_count": 5,
142   "metadata": {
143    "collapsed": false
144   },
145   "outputs": [
146    {
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924       "/nWCXhqP/xMP1kibRkFg5j97SSkqYunQwThWYqGMjeqhNQgs+CeREq2Rmf0CcbaFbzA5RQVq1q2I\n",
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995       "nH52FkofL5xbV92Xztop0hh4d1s8Egm8PyAI53rwnTIHBoPArg3RnDmeyv0TwglsYYuqb0q0uZc5\n",
996       "Pfk98vYeI2zZRzTod+uVydeSkZFBUNCd/bYsSh43un8ggS88Wmv95ew4iDo5Hf9b5DOsCV7tVj7s\n",
997       "uOhQ3UjTs+bQj4gi3N/tSZP208LbgXf7BjJ/dyLns+qWb4woiuh++wahMB/Vc28ikZomkbFEIuGe\n",
998       "fs1p26kJK789QkFe3U4xE5+fz8S165kcEc64tm1M0keDfvcQ8b/Pif3wO2IWfINYj/KcphZqmLIu\n",
999       "hlYNHJjZLxCVnS0BtykozFez8pvDlBZrGf9CNxo0unOYFxvVJ3vrPg7eNwGnFgF021R9h/fbYVFC\n",
1000       "q9krk2qtL0Gr48K7i2k1ZypShZ3J+pFLpSwa0I9/EpNZc+GiyfqpDc4nH2f7yVW8OHwuUhOJg2tp\n",
1001       "38iJ13v7MWt7PHF5apP3V1voN63CePYE9tNm3zYgaU3RuVcgEb0CWfndEbLSi0zenzm4kJvHpLUb\n",
1002       "eLlLBA+EtDJpX86tgum26TvyD53k5NMzMJTVne/mrTiVUcwr62MZ274BT9sSQ5uM+AvZrFh6iFYd\n",
1003       "GleEbjDdvam+Yygp5eyrC4h+9zNCv5tLi3eeN5kWsCihVZskfleez7AmHN3uhKtKyZIhA1l06DDH\n",
1004       "060zVlRRWT5LNrzL80Nm4+FUe8PYnZu68lL3Jryz9RIpBZpa69dU6A/sRL9tDao35iNxrD0H4tAu\n",
1005       "ftw7LIRVPx0nOa5u5fM7nZXF0+s38naP7oxq1bJW+lR4uRPx52fInRw4OmoymvTsWunXHGy5mHd1\n",
1006       "ZeHgVl7mNqdOIhgF9m2NYfva84x8tCOdegTYQjeYkPxjZzjQdyKiIHDPzl9w71L98ESVoV4KLU1m\n",
1007       "DglfVT6fYU0Q7O7Own59eWXrdhLyrcvJWxAFvtw4k55thtAhsFut998ryJ2J4Y15a/Ml0gqt17Hb\n",
1008       "cPYEuhVfo3p9PlKP2ve5aNnWhxEPh7J+5SkunrZOwX8jR9PSmbxpC3Pv7c2gZsG12rdUqaDt4nfw\n",
1009       "GdmXQ0OfpjAqulb7NzWCKPL90TRWnsrk42HNbSsLTURpsZa/fjpOZloh41/ohq+/u7lNqrMIOj0x\n",
1010       "H3xD1BNv02rWi7T7dDpy5+oFKK8K9VJoVSefYU3QrWkTpnbtzPMbN3NZbT3TDRuO/opaW8KYHjW7\n",
1011       "MrMqDGrpySMdfXhjU6xVii1j4iW0X32AaspMZE0CzGZH0yAPxjzRid2bLhB1yLrjvO1NSuaVbdtZ\n",
1012       "NKAfvQP8zWKDRCIh6IXHaD3/VY4/9ioZ63aaxY6aRqM38v7OBKKzS/lsREv83FTmNqlOkpJwmV+/\n",
1013       "PEiTAHcemNgJB6e6t/DHUii5mMDhoU9TfC6We3b+QsMhvWut73ontAoiUO6fYgAAIABJREFUz1Y7\n",
1014       "n2FNcH9IKwY3D+bFzdaREzEm7TQbjy3npeHzkcvM6y8wtJXXVbGVXmQ9YkvIzkCzaAbKSS8ja9XO\n",
1015       "3ObQoJELDz/ThRMHk9i/LcYqU8xsi4vnnV3/sGTwILr4+prbHBoO7kXEH4u5OGcJlz7+wSo/0yvk\n",
1016       "lep5dWMsDnYyPhjcDFfbysIaRxTKo7yv//0kA+9vxz39miOV2qYKTYEoCCR9/ydHRk+m6fhR5WEb\n",
1017       "GtRuwNd6JbREQSD6nbvLZ1gTTOkcga+zM2/v3I1gwRfkorJ8Pl//Nk8PfAdv10bmNgeoEFuhPry+\n",
1018       "0TrEllhciPqj6diNeBh5RA9zm3MVVw8HHn6uK4mX8ti25pxVJaNedzGGufsO8O2wIYT6VD4npKlx\n",
1019       "aduCbpu+J2fXYU4+M8MqI8nH5ZUxZd1FegS48VovPxS2nIU1jrpMx98roog9l81jk7sR2MLm92Yq\n",
1020       "1CmZHB83jfTV2+m64VuaPj7KLL5v9epXlPbnJiRy2V3lM6wJJBIJ8+7rQ25ZGZ8ePmJWW26FIAp8\n",
1021       "tWkWXVv2p1PzPuY25zqGhliH2BI1atQfz0DeuSeK/rUTgLcqODgqeOjJCIoLNaz97SR6neXnR1x5\n",
1022       "9hyLjxzlp5HDCPG2vBuUsoEnnVcvwc7FmUNDnqb0kvVMzx5OKuStzXE828WXh0N9bM7YJiA1MZ9f\n",
1023       "lxzEzcOBcU93tkV5NxGiKJKyfC0HBz2Bxz1hdFm3FMegpmazp94ILX1RCbHzayafYU2gkMn4YvBA\n",
1024       "diYk8se58+Y25z+sPfwTGl0p43q9YG5TbsrQEC8eDi2fRsywQLEl6nVoPnsPaZMAFGNqL2xJVVEo\n",
1025       "5YweH4ZSKeevH4+hLtOZ26Rb8mPUSX48eYpfRo4g2N1yHYZlKiVtF71FwDNjOTzyebI27TG3SbdF\n",
1026       "FEX+OJXFZwdSeH9AEL2CLPeztVYEQeTw7jjW/RZF3xGtuXdoK2S2KO8mQZ2WReQjr5Cy7G86r/qC\n",
1027       "4JcnIJWbd/q73vyn4z79qTyfYWjN5DOsCdxUKpYOHcyXxyLZl5xibnOuci75GFtP/MmU4R+Y3S/r\n",
1028       "dgwL8WJcBx9etzCxJQpGtF9/BEoVyiemWvzIgEwuZfCD7Wjs58bKb49SVGBZCzVEUWTJ0eP8L/oi\n",
1029       "y0aNoKmrdQRwbPrYSMKXf0z0u4uJmf81otHyRgy1BoEP/0lib0I+n49sQasG5nOpqKuUFGlY9dNx\n",
1030       "EmNzGf9Cd4JbNTC3SXUSURRJ/X0DBwdMwr1zB7pu/A7nkNpdiXwr6oXQMlU+w5rA39WVzwb25+2d\n",
1031       "u7iQa/74RvklOSxZP4PJQ9/Dw9nyLwjDQrwY276hxYgtURTR/vwFYnEhqsnTkcisI3q2RCqhz5BW\n",
1032       "tA33ZeW3R8jNLjG3SUD55/nRwUPsTEhg2agR+Dg5mdukKuHWsTXdtv5AQeQ5jj/yKrrLheY26So5\n",
1033       "pTpe2RADwCfDWuDtaPrgufWNhJhcfv3yEE0C3Hnoqc44u9pWb5oCTUYOkY+9RtIPf9H5r88JnjYR\n",
1034       "qZ3lLOKo80JLFEUuzPqMoJfGo/Su2QTINUXHRj7M6NmDyZs2k1livhucUTDwxfr/t3ff0VGVWwOH\n",
1035       "f1PTe68kpBJqQq/SiyBeUewodkUBC2C9NhSxIWDlKkVFsYECSu+9JrQQEhKSkE56nT7n+yPKd71S\n",
1036       "QkgyM8n7rJU1M+HknE3KzJ637P0yw7pNoEtY8xdybSo3xflwRxc/Zq1Lp7DassmW/pdlmDPTsG+h\n",
1037       "qu9NrefAcAaMiOanrw6RnV5i0VhMZjNv7NxNYkERS2++CS9H21zPYuftSY8fP8K1YxT7Rz1I5QnL\n",
1038       "d4hILqph2uo0bgj34PnB7bAT01hNymQys3NDKhtXnWTcHV3pNyxS7CpsBpIkkffjOvYNn4x7Qkf6\n",
1039       "rl9slT1IrSflaybFm/c2ez/DpjA6MoK86mqm/LGBb28Zj5MFXqR/3vMFCrmSCX0fbvFrX6+b4nyQ\n",
1040       "gJl/pPP+2Ej8XVq+Ho1+/UqMh3bj+O95yBxsdwomLj4QF3d71q44Rr9hkXTrHdriMehNJp7fso1y\n",
1041       "jZYl48da5O+hKcmVSmJefRK3bh04ctczxL76JEF3jLVILBtSS1l8OJ+ZN4TSK8TNIjG0ZpXlGn7/\n",
1042       "4Tj2jirum9ofRzFS2Cy0hcUkz3gXbUFx/RuZTtGWDumyWvXbGJNGR8or8+nw9rPN2s+wqTzYrStd\n",
1043       "/Hx5dtMWjC3crDYpYw+7Tv3BU+Napo9hcxgf58PELr7M/KPlR7YMuzdj2LASh+fnInN1b9FrN4eQ\n",
1044       "cE/ueqw3iXuz2fZ7SouWf6jV63n8j/WYJYlF48bYfJL13/zHD6XXqk/IWPgtyc+/j1nXcpsPTGaJ\n",
1045       "z/bn8tOJIj4cFyWSrGaQdqqQ5Z/tJ7qTHxMmJYgkqxlIkkT+LxvYN2wybt060Hf9V1adZEErT7Qy\n",
1046       "P12Oa9cYvG/oZelQGkQmk/HKoPpaS2/v3ttiRQ9Lqgr4Yv0bTBs/Bzcn65xebaj/TrZaqoK8MXE/\n",
1047       "+h++xGHWXOTe1r+uraE8vJy4+4k+lF6o4ddvE9Fpm7/Abmmdhsmr1xLq6sq8kcOxs/BuoebgEtOe\n",
1048       "vuu/QldUwqEJT6EtKG72a1Zpjby0IYO8Si0Lx0eLSu9NzGAwsWV1Mjs3pDLhvgR6DgxHJqYKm5wm\n",
1049       "p4Cj987g3Kff0X3FPCJnPGQTgyitNtGqy84je8kvxL7ecv0Mm4JSLmfeyOEcLyziP4lJzX49o8nA\n",
1050       "/NUvMK7XJGKD45v9ei1hfJwPd3fzY8YfZ8kobd4ddKYzJ9B9NQ/752YjD2r5KbbmZu+gYsL93XHz\n",
1051       "cOD7RQeoLKtrtmvlVlVx76+rGdQulNduGIjCCsqwNBeVqzPxS97BZ2R/9o96kOKt+5vtWlnlGqat\n",
1052       "SSXSy4E3R0bgbNf6kldLupBfxfJP96PRGLjvqX4EhNj+iLa1MRuNZC36gX2jHsSjd1f6bVqKW5eW\n",
1053       "aSDfFBSvv/7665YOAiAzM5OAgKarPn5i2lv4jx+G74j+TXbOlqJWKBga3o45u/chl8no7Nd8oyTf\n",
1054       "bJ+HyWRk8vBZVl+G4FpEeTvi66zinW1ZdPB1wte56YfwTVnpaOe9it2TL6GM6dTk57cWcrmM8Bgf\n",
1055       "JDNsWHmKwFD3Ji+0mFpSykNr/mByty48nBDfqn4XL0cmk+HZpxtuXWM59cwctPkX8OwXj0zZdFP3\n",
1056       "+7IreHNLFg/2CGRiFz/kbeD72lLMZonDuzLZvOY0A0ZE0X94JEqVbS67sGZVp9JIvP95NDmFJCyb\n",
1057       "i9/oQcispGNBQUEB7du3v+px1hFtE7uwZS+16dmEP3anpUNpNB8nJxaPH8dXScdYm5rWLNc4kLqF\n",
1058       "o+m7eGLsG63yhW1QuAfPD2nHG1syOZTTtNvqzYW5aD94GbsHpqPs2DpGAq9EJpOR0K8doyZ04rfl\n",
1059       "SZxOym+ycx/NL+Chtb8zs18f7uncehPWy/Hsl0C/LV9Tdz6fA+MebZJq8mZJ4tvEAj7dl8vske0Z\n",
1060       "HmXbSwKsTWW5hp++OkRmWgn3TulLXHxgq3wOtSRTnZbU2Z9x5M5nCH1gAj1/WWjR6u7Xo9WNaJm0\n",
1061       "OhInzaLjO8/hFNmuCSKzHFc7OwaEhjBry3ZCXV1p34TVsAvKzjPvtxnMmDAPf/fgJjuvtQl0taOL\n",
1062       "vzNztmfh5agi3PP6R2LMZSVo5sxEfcu9qPoPa4IobYeHtxPtY7zZ9GsydbV6QsM9r+sFZltmFs9v\n",
1063       "3cZ7w4cxNDysyeK0NQoHe/xvHgZmiRNTZ6P2csOlY1SjvreVWiOzt2aSV6lnzphIsR6rCUmSRHJS\n",
1064       "Pmu/T6JT92BG/KsjDo7Wv0bI1pTsOszRe2agdHIg4ev38Ozd1SoT2YaOaLW6yfrMT7/DtWMk3kN6\n",
1065       "WzqUJhHh4cHnN47msT/W4ahW0zc46LrPqTdo+Wj1LCYOeJwI/7gmiNK6xfo68e6Nkby8IYMavYnx\n",
1066       "cT6NPpdUXYX23RdQDR2HasiNTRil7fD2c+GeKX1ZvTyRtSuOMWZiF1Tqa58yWZVyhvkHDvH52DF0\n",
1067       "9m09mwgaSyaTETp5Ah59unL8sdco3XGIuPdmoXJteJHW1OJa3tqaxaD27jzYIxCFWJDdZDR1ejb/\n",
1068       "mkxpSS0TH+qJb4BtdCiwJfrSCs688THl+5OIe2cGPsP7WTqkJtGqpg7rzueT/dVPxL4x3dKhNKmO\n",
1069       "vj7MHzWSmZu3cLyw6LrPt3Tr+wR7t2dEN+uuLdaUwjwc+HBcFKtOFbM8saBROzql2ho0776AIr4P\n",
1070       "6pvuaIYobYejk5qJD/VCqVbww5cHr6ltjyRJLE46xmdHjvL1v8aLJOt/uMRG0HfDYpTuLuwbdj/l\n",
1071       "R05e9WskSeL3lBJe2XiOx3oH8UivIJFkNaHMtBK+XrgXVw8HJk3pK5KsJvZXyYY9g+9F5e5K/x3L\n",
1072       "W02SBa1s6vDk9LfwHzcE31EDmigq6xHo4kKkpyczNm+lf0gw3o6OjTrP1mOr2H9mMzNv/QiVsm3V\n",
1073       "eHG2U3JDe3eWHikgp1JH92CXBg9HS5paNO++iCK6I+q7H7XKYeyWJpfLiIzzRac1sWHlSbz9nPHw\n",
1074       "unKhVrMk8cG+A2w+l8mym8cTbCN9C1uaXKXEd3h/HEICOPHkG5j1Bjx6dkZ2iZ2YWoOJebvPc/B8\n",
1075       "JXPGRNDJ37baFFkzg97EjnVnOLw7kxsndqFr71DkVrIQu7WoScvixJTXKd11hG6fv0nw3eNsomQD\n",
1076       "tMHF8MVb9lGTmkn4E3dbOpRmM6hdKC8P7M9jf6wju+LaF3en5Z3gxz2fMWPChziobbdy+fXwcFDx\n",
1077       "wdhI0kvqeH9nNkbz1Ue2JK0GzfsvIw+LQn3vEyLJ+i8ymYxeg8K56a5ubFx1ir1bzmK+zPdUZzTy\n",
1078       "wpZtHCsq4pt/jcfPuW3+Dl4LvzGD6LdpKaW7DnN44vR/1NzKrdQybU0aMmDBzTEEi156TaYwr5Jv\n",
1079       "P92Hps7A/dP6ExrhZemQWhVjdS1n3vyEg7dMwWdEf/puWIxbfAdLh9UsWkWiZdLqSHnlIzq89Qxy\n",
1080       "u9Y9SjM6MoKnevbgobW/U1Dd8L6I5TXFzF/9PI+NfpVAz7DmC9AGONspmTMmkhqdiTe3nENnvHzV\n",
1081       "c0mnRfvhv5EHhGB3/1MiybqMkHBPJj3Zj9ysclYuO0Jdzd+LxZZrNDy09g8MZjNLxo/D3V4kBA1l\n",
1082       "H+hLz58X4jWwB/tGTKZg9RYkSWJPZgXPrD3LzXE+zLyhHfaiX2GTMBpM7NqYxsplR+k7JIJxd3TF\n",
1083       "3sE2RlhswV/ThLsH3oWhrJIBO5YT9sjtVtUEuqnJpJYqP34VW7duJSEhoVFfm/HRMiqPp5Cw7N0m\n",
1084       "jsp6LT12nF9On+HbW8bj6XDlnXRGk4HZPzxO57De3Nb/0RaK0PoZzRIf7MymuFbPmyMjcPqfBd2S\n",
1085       "Xo/2o1eRubpj99hMZDbamqglmU1m9m5N53RSPuPu7EpQOw+yKip4/I/1jIpoz/TevUQtp+tQkZjM\n",
1086       "yafnUOzhzfobb2fmhHiifRq3jED4p9yscjauOomPnwvDxsfhZIGeqa1Z1ak0Ul7+CJNWR9ycZ3Hv\n",
1087       "btvlXBITExk27Oo7z60qhZR0WmR21/ZOV5NTSNZ/fqDfpqXNFJV1eqBbV6p1eh5Zu45lN4/Dxe7y\n",
1088       "TwjfbPsQZ3tXJvSzvWbRzUkplzFrcDu+OJDH02vSeHNkewJc67+PktGAduGbyBydsHtUJFkNJVfI\n",
1089       "GTgymqBQd1Z/l0RAV2/mFR1jep+e3BbXOqcFWpIpNprVz7xM9Pq13LHwbRzdpiDdMVaMtF4nvc7I\n",
1090       "7k1ppJ0qYthNHYju5G/pkFoVfXkV6e99SeHabUS98CjBd41Dpmg7z6lWNdas/eI9pGtspnzmtQW0\n",
1091       "e/h2HEKarqq8rZjaqwcJAf48sW4DGoPhksdsP7GaU9mHeXLcm8hlVvXjtgpymYwpfYO5Kc6bp9em\n",
1092       "caKgGsloRPvJ26BQYvfEi23qCaGptI/1xW+UH0eOZPOAKZKb2kdaOiSbdziniid/O0PXdh48vGgW\n",
1093       "vX6cz/nFv3DkrmfQ5BRaOjyblXW2hGUL96LXmZg8vb9IspqQZDKRs3w1ewbdDZLEgN0rCLn35jb3\n",
1094       "nGpVr7xSVTn6X5Y1+PjibQeoSk4n/Ml7mi8oKyaTyXhxQD9CXF2Zun7TP5Kt9IJTfL9zIc/d8gGO\n",
1095       "di4WitI2jI/zYdbgdry1NYvfv/wOjAbsn3oJWStsatzcJEnik0NH+OL0ce57oi+hfu58++l+LuRX\n",
1096       "WTo0m6Q3mvniQC7z95znxSFhTEoIQC6T4dopmj7rvsKzXwL7Rj1A9tKV1/xGtS3TagxsWHmSTb+e\n",
1097       "YsTNcYy5rTMOjq17jW9LqkhMZv/YR8j7aT09Vswjbu4M1B5tc5dxo9doZWdns2TJEuRyOWq1mqlT\n",
1098       "p+Ls/PdtxSUlJXz++eeYzWaMRiMTJ06kS5culzzf1q1biY+KoO71aahvvhvVoFFXvL5Zp2fP4HuJ\n",
1099       "nT0d3+G218+wKRnNZl7ZtoO86mo+HzsGZ7WaitpSXv5mEpOHz6Rn1BBLh2gTJLOJjP98xluyrvTp\n",
1100       "FMYjfUNELaJrpDeZeGX7TrIrKvn0xlEXy5CkHMtn2+8pDBodQ+cerbcTQVPLLtfwzvYsglztmT4g\n",
1101       "BFf7Syf+NWezOfXsHGQKOZ0+fBGniNbX4LwpnT1dxNY1p4mM82PQqGjUotF2k6nLyiVtziLKDx0n\n",
1102       "5pUpBNw6qtVObTd0jVaj62i99957PPfcc4wePRovLy9WrVpF795/r8a+bds2+vfvz8SJE+nRowef\n",
1103       "ffYZw4cPv+T5MjMzCQwLR9m5O7rP5qJoH4Pc5/JDuOc+XY5ZZyDquYcaE36rIpfJGBoexqkLxSxO\n",
1104       "Os7QdiEsXD2DntGDGRk/0dLh2QTJbEa3ZAEuxTmMfOge1p6tZFdmBb1D3VCLujkNUq7R8Pgf67FT\n",
1105       "KPhkzCjc/mtnoY+/C+1jfdnxewoFOZWEtPcUDXiv4K8CpO/vOs/d3fx5sGcA9lf4fqm93Am640ZM\n",
1106       "dRpOTJsNgFtC3CXrbrVltdU6Nqw6RUpSPmMmdiG+TygKsVuzSehKykh763NS/j0fv9ED6fLZ67h1\n",
1107       "7dBqkyxo5jpaeXl5BAQE4PFn7724uDgKC/+5RmDcuHHExdW3eNHr9Xh6Xr2xqTwwFLspL6L95G3M\n",
1108       "hbmXPEaTU0jWFyvoMLt1VYC/HnKZjFcHDaB7gD8TVnwDSldu6/+YpcOyCZIkof/mU8x557F/7i3c\n",
1109       "XJ14e3QEfs5qnl6TRkGV7uonaeOyKyq5a9VvxPv7MW/UCBxU/9wO7+3rzL1P9kVtr+TrhXvJTCu+\n",
1110       "xJmESq2R1zdnsiG1lHnjohgd49WgFyuZQkG7h2+n7/qvKN1xiAPjHqUq+WwLRGz9zGaJE4dz+Prj\n",
1111       "vbh5OHDftP6EhItG203BWFtH+odL2DPoHmQKOQN3ryDi6ckoHa+/r2xrccXx0oqKChYsWPCPz3fs\n",
1112       "2BFX17/PtSqVSkwmE4pLLHK7cOECixYt4rHHGvbCr+yUgHTr/Wg+eAXH1xcic/77tVJenU+7hybi\n",
1113       "2O76+/61JjKZjF6uxewynuOgoSfFtRpRFPIqJElCv/xzTOdScXjhXWT29U8OSrmMqf1DWHO6mKfX\n",
1114       "pvHy0DC6BIh1bpdyNL+AZzZuZmrvnky8ys5ClVrJ8PFxRMX5sXHVScKivBl8Y6yYuvlTYl4VH+w8\n",
1115       "z5BID14ZFoaqEaOpju2C6PHTAnK/X8uRO57Gb+xgomY+jNq76ZrS25KCnAq2rjmNXCHn1sk98Ats\n",
1116       "m+uEmprZYCT3+7VkzFuKZ794+q7/SrwmX8YVn93c3d157bXX/vH5/Px8Vq5c+bfPGQyGSyZZGRkZ\n",
1117       "rFixgilTpuDl1fDKuqqhYzEX5KJd8Cb2z7+DTFn/Drlo3U5q0rLo+vkbDT5XW3GuMIXvdizg87v+\n",
1118       "w6acaib9tpol48cR7CqeWC5FMpvQLVmAOTcLh+fnInP8Z1I6Ps6HIDc7Zm/N4qGegYyOEdWh/yJJ\n",
1119       "Ej8mn+aTw0d4b/gw+oU0fO1Vu0gv7p82gB3rzrBs4V7G3NqZkPZtd4TBYDKz7GgB29PLmXFDKAlB\n",
1120       "1/c3K5PJCLlnPH43Dibjw8XsvuEe2k+dRLsHb7OZ9ibXq65Gx66NaWSmlTBodDRx3QJb9TRWS5Ek\n",
1121       "iaI/dpD2ziIcAn1J+OY93LrGWjosq9aoNVouLi6sWbOGhIQEHBwcSElJoaSkhF69ev3tuCNHjrBh\n",
1122       "wwamT5/+jxGw/3WpXoeKTvEYj+7DdPo4ioS+mGrqSLxvJp3nv4RTeMi1ht2qVdaW8fZPT/DA8FnE\n",
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1124       "F93UGo28vnM32zKz+Wr82EY1hlYq5UR28MXDy5ENK09SVaElOMwTRRtbE5dToeWVjRkYzfD26AjC\n",
1125       "PZtuykXhYIfP0L74juhPzje/kbHgaxxCA3BsH9Jqkw6zyUzSgfOsXXGMwFB3xt8dT0CIe6v9/7ak\n",
1126       "sv3HOP7Yq5TtPUqHN6YROfNh7P19LB2WxTR0jVajdx1mZWWxePFiFAoFarWaadOm4ezsTGJiInq9\n",
1127       "nj59+vDggw8SEhKC/M8FmXK5nH//+9+XPN/lKsNLWg2a2c+g7DuE9H15mDRaOn/0UmNCbrWMJgNz\n",
1128       "fnqS6KCu3Dnoyb/9269nUpl/4BD/GXcjMd5iNAZAMujRfjIHTAbsp72KTN2w6s9VWiNvb8tCIYdZ\n",
1129       "N7TDvY225cirqmb6xk2Eubnx5pAbcLzEeqxrpanTs21tCoV5lYy5rTOBoa1/msssSaw5XcJ3SYXc\n",
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1132       "rz+bzpw9+/hs7OhGjTy0JpJOi3b+62DviP2TL16ckm4oo1li2ZF8tqWXM2twO7oFtq0n8n05ubyw\n",
1133       "ZRsPJXTjvi6dmzwxSDtVyJY1p+mUEES/4VEoW+mOsPPlWubtOY8ceGZgKCHuLTfibDYYyfl6FRkf\n",
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1136       "r4o+gKSpRfPBv5H7+GH3yIxGVSdWymU83CuI+CAX5u7IYmSUF/d1D0DZyuttSZLEV0nHWH7iFB+M\n",
1137       "HE6voMBmuU50J3+CwzzY/Ntpln+6jzG3dcYvyLaTgP9mNEv8fKKIlScvcF/3AMZ18G7xaWi5Skm7\n",
1138       "h28nYMIo0j9YzJ6Bd9P+6fsJnTzB5hr7moxmEvdnc2jnObr0DOGBpzuKjRXXSTKbubBpDxnzl2Gq\n",
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1140       "ydP+nFxmbtl6zQuXWwOppgrN+y8jD4vE7v6pTTLsXaEx8P7ObGr0Jl4cEoZ/K21AW6PX8/K2HRTV\n",
1141       "1jJ/1Aj8/6cwcXOQJImU4wVs/+MMMZ396T880uardp8tqWPe7vN4OCiZ3j8UPxfr+P9Up57jzGsL\n",
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1143       "TBFeQauZOqzNzOXA2Efou2ExjqGB6P/4CePebTi8+tHFrfhtUUZBMnN/mcaLEz+hvX/Dm/UeLShg\n",
1144       "+oZNzOrXl/Ex0c0YofUwV5ajffcFFJ0SUN/1aJNOKZgliV9PFfPD8SKe7BfM4Pata23RufJypq3f\n",
1145       "RI+gAF4a0B91C/co09Tp2bv5LGnJRfQdGknXnsHIbWyxvM5oZnlSIRtTS3mkdxDDIz2sblpLkiRK\n",
1146       "dx0m46Ol6IpKaT/9PgJvHW11I1ySJHEutZg9m86iUMoZNCqa0Aix9vR6mA1GClZtJGPht6g9XIl4\n",
1147       "ejLew/pa3e+oNWoViZYkSRy5fTreQ/oQPuXui5/TLZmPVJSP/Yy3GryQuTUprizg1e8e4KERL9Aj\n",
1148       "avA1f316WRlT1m1gdEQET/fp1ap30JnLitG88zyqvoNR3TKp2Z480krqmLMtiy4BzkzpE3TFKt62\n",
1149       "Ysu5TF7fuYtn+vTm1g6W3b5dXFDNtj9S0NTpGTYuzmZKQZwqrGHe7vOEezrwVL9gPGxgA0XZ/mNk\n",
1150       "fLSUuswcwp+8l6A7x6Kwt/zzbE5mGbs3pqHTGRk4IoqIDr4iGbgOxupa8n5eT9bn3+PQLoiIZybj\n",
1151       "2S9BfE+vQatItPJ+3kDWohX03bD4b0PZktmE7ov3kKorsX/mTWRq6xiCbwl1umpe++5hBncez9ie\n",
1152       "jW+mXa7R8PTGzTir1bw3fChOrfB7aL5QgOadWaiG34R67O3Nfr06vYlP9+dy5kItLw0NI8LLsdmv\n",
1153       "2RxMZjMLDx3h97SzLBg9kk6+1jFNL0kSaclF7FyXin+wKzeMicXNwzpHtev0JpYcyWdvViVP9g1m\n",
1154       "QLi7pUO6ZhVHT5Ex/2uqTqUR/sTdhNx7MwrHli8TU5RfxZ5NaZQW19J/eCQdugYib+VrIptTdeo5\n",
1155       "cpauouC3zXgO6E7Y43fh0aOzpcOySTafaOlLK9hzwz10//YD3OL/OTUmmUzoPpuDpNNh//Rr17x7\n",
1156       "zBYZTQbeXfk0AR4hPDD8+et+56E3mZizey9JhUV8euOoVlXY1Jx/Hs3cF1CPvxPV8PEteu2t6WV8\n",
1157       "cSCPe+L9uTmu+bfsN6Xcqipe2LIdO6WC90cMw9PB+hIZg8HE4d20Xun0AAAgAElEQVSZJO7NJr5P\n",
1158       "KL1uCEelto4pLkmSOJhTxSf7cogPdOHR3kG42Pji7KqTaWQsWEb5wROEPXYHoZMnoGyBjhNlJbXs\n",
1159       "3XyW3Kxy+gxuT5eeIaIvYSOZDUYurN/F+WUrqc3IIfje8YTcezP2AdbxJspW2XyidWLabFTurnR4\n",
1160       "8/L9DCWjEe3HbwFgP/UVZFa+gPN6SJLEl5vepqz6AjMnzEMhb5r/qyRJfH8qmUVHk5g3cjg9Am1/\n",
1161       "R6IpPQXt/NdR3/EQqoEjLRJDXqWOd7Zn4emo5OkBoXg6WvcbAUmSWJN2lvf27ufhhG7c37WL1U8p\n",
1162       "V1Vo2LUhjbzscm4YHUNMF8tu6c8q17DoQB4XavRM6RdM9+us7m5tqlPPcW7BN5TsPES7B24l9MHb\n",
1163       "mqUsRHWllv3b0jmbXESPAWEk9GtnNYm0rdEWFpO7fA05y1fjGB5M6AO34jfmBqtbe2erbDrRKt19\n",
1164       "hJPPvM2And+hdLry9ItkNKCd/wYyOzvsprzUqC37tmDtoW/YnbyON+5ZjIO66d9N7s/JZdaWbUxr\n",
1165       "QL86a2Y8tAvt0oXYPzoDZXwfi8ZiMJn5NrGQ9amlTErwZ2ysNwornPKo0Gp5c9ce0svKeG/4MGJt\n",
1166       "rLBtblYZ29amoFIrGTQ6mqB2LbshoVJr5JujBezKrOCeeD/GdfBp1eU+as/lcO7jbyn6Ywc+Q/sQ\n",
1167       "fO/4+rU917k7raSwmsN7sshIuUCXnsH0HBRu8ztNLUGSJMr3J5G9dCWlu44QcMtwQidPwCU2wtKh\n",
1168       "tTo2m2iZNDr2DrmX2NlP4zuif4O+VtLr0X70KjIXd+wen4nsMvWkbNWB1C18s/VDZk9ahpeLX7Nd\n",
1169       "J6uigifXbaR/SDCz+vdFaUPbeiVJwvDHTxg2rcb+2TdRhEVaOqSLsso1fLw3F63RxPT+oUT7WM/a\n",
1170       "rf25eby8bTsj2rfn2T69sLPRUWGzWSI5MY8D2zNwdXeg9+D2tIv0atYRLoPJzJrTJfxwvIjB7T2Y\n",
1171       "lOCPq71tfv8aw1BRRf6qTeQuX4OpTkPQ3TcRdMeN2Pt5N/gckiRxPqOUw7uzKC6sJr5vKF17hYgE\n",
1172       "qxHqzudTuHor+T9vQEIi9IFbCbptNEoXUfaiudhsopX2ziLqzuXQ7cu3runrJb0O7QevIPP2xe7h\n",
1173       "51pN7Y+z+Sd5b+XTvDTxE8KvoYxDY1XpdMzYtAWzBB+OHI6bFew2uhrJaET39ceYM1KxnzHbKmus\n",
1174       "SZLE5rNlLD6cz8BwdyZ3D8DZgmt3dEYjCw4eZn16Bm8NvYH+Ia2jd6jZZObMiUIO7jyHSiWn9+AI\n",
1175       "Ijv4ImvCESZJkjh4vopFB/MIdLXjsd5BhHq03V6ikiRReSyF3OVrKPx9O5794gm+5yZ8hvS57AyD\n",
1176       "yWjmzMkCjuzJwmyS6DEgjA7dAlttJ4Dmoi0opnDtNgp+20Jddh7+44YQ8K8RePTpalNrQ22VTSZa\n",
1177       "UQ5uHLptKv23fXNN74r+Imk19UUpA0Owe2C6zSdbxZX5vLr8AR4Z9QoJkQNb7LpGs5kP9h1g1/nz\n",
1178       "fHbjaMLcrXfHlFRXi3bhbFAqsH/yZWQO1jNadClVWiNLj+Sz/3wlj/QKYmhEy9dUSistZdaWbbRz\n",
1179       "c+ONwYNwt299SYJklkhPucCBHRkYDWZ639Ce2C7+112DK6tMwxcH8yiu1fNY72B6hbSudVjXy1hT\n",
1180       "S8HqreQuX4OuqISgu8YRfOc4HEL8AdBqDJw4nEPivmw8fZzoMSCc8Gjb2jBiafqScgp/307B6i3U\n",
1181       "pGTgO3oQATcPx3NAd7H2qoXZZKKl//cXBN1xIyH3/avR55E0dWjeexFFWCTq+56y2T/gWm01r333\n",
1182       "IMO6TWBM97ssEsPKlDPMP3CI2UNuYHBYO4vEcCXmkiK0H7yCokMX1PdOsan1eSkXalm4NwcXOwVP\n",
1183       "9QshtAV63ZklieUnTrLoaBLP9e3NLbExNvv30VCSJJGdXsqB7RlUV2rpdUN7OsYHorzGOmcVGgPf\n",
1184       "JhayK7OCe+P9GdvBu1Wvw2oK1afTyVm+hoJfN+EYG0lteAfSFX6E9Iyix4Bw/AJFktpQhspqitbv\n",
1185       "pOC3LVQmnsZnWF8C/jUc78G9kduJaVZLsc1E6/X/0Pu3z657JEqqq0Uz93kUMZ1Q3/2Yzb2Y6A1a\n",
1186       "5v4ynRCfCB4YPsuisSQWFPL8lm30DwlmZv++OKmsY/ec6Vwq2o9eQzX2dlSjbrG5nzGAySyx5nQx\n",
1187       "3yUVMraDN3d188e+maZOimpqeWnbdjRGI3OHDSHUrfX0D2yo3KxyDu7IoLiwmh4DwujSM+SqffEq\n",
1188       "NAZWnSpm3ZkShkZ6cm9821qHdT2MBhMZKRdIPpRF5Z7DBNfkIDudjL2vJ74j+uMzoj/u3Tva1Buk\n",
1189       "liKZTFSdOkvpniOU7j5CxZFTeA/qif+/huMzvB9KR+sru9IW2WSiFe3kgXNMeJOcT6qtRvPOLBSd\n",
1190       "uqO+4yGbeSE2mgx8+OsMHO2ceXLsm5dtFN2SavR65u7Zx+H8AuYMG2zxptTGI3vQLp6P/cPPouze\n",
1191       "z6KxNIXSWgNfHMwltbiOR3sF0S/MrclKKxjNZr4/eYovjiZxT+eOPNY9waY2OTSHovwqDu7I4HxG\n",
1192       "GVEd/eiYEEhQu79P4RbX6vnlxAW2pJdxQ3sPbu/i22p7WTYlSZLIy67gdFIeaaeK8A10pWN8IFEd\n",
1193       "/VDbKZFMJiqPpXBh816KN+1FW1SCz9A++I4YgNfgXqhcm7+PpjWSJIm6zFxKdx+hdPdhyvYmovZy\n",
1194       "x2tgT7wG9sBzQPc2+72xZjaZaF2uqXRjSdVVaObMQBHfB/XEB6w+2TKZjSxc8xJmycT08XNRKqxj\n",
1195       "9Ogv2zKzeGPnbm6KjmJqrx4tvkNNkiQM63/BsH4V9s++gSK8dfVqPJpXxZJD+RjNEnfH+zMgzP26\n",
1196       "ykEkFhQye9duPOzteXnQACI8WlcfxutVU6Xl9LF8khPzMRpMdEwIwjvKm3XZVezOqmBklBe3dfbF\n",
1197       "y8m6/g6tUUVZHaeT8klOykOpkBOXEESHrgG4ul955EWTW0jxln1c2LyX8oPHcevWAd8R/XHv1QWX\n",
1198       "DhFW0fqnuegulP6ZWNV/SCYTXgN71CdXA7pjH+hr6RCFqxCJ1p/MleVoP/w38oBg7B5+FpnKOuez\n",
1199       "zZKZz/94jSpNOTNumYdKaZ1xlmk0vLFzN1kVlcwdPoQO3te+aaExJJMJ3TefYE5Lxv65t5B7t84n\n",
1200       "IUmSOJRTxXdJhdQaTNzdzZ/B7T2uKeEqrdMw78BB9ubkMKtfX8ZERlj9mwxLkiSJY2eK2bwjE1N+\n",
1201       "JQ7uDvTtF0q3+EDs7EWSdTlajYG0U4UkJ+ZTVlJLbBd/OsYH4Rfk2qjfN2OdhrLdR7iwZR+Viaep\n",
1202       "PXcep4hQ3LrE4to1FrcusbjERdjcmiRJktDmFVGdkkF1SgY1p9OpSj6L7kIZnv3iLyZXTpGh4u/U\n",
1203       "xohE679IOi3aL95DqirH4enXkblY1/oUSZL4atMc8suyeOG2hdiprHv+XZIkfk87y7v79jOpS2ce\n",
1204       "iu/WrNNR5rJitJ++g8zOHvupLyNzaP11YSRJIjG/mu+TCimtM3JXNz+GRXpecQG2yWzm59MpfHL4\n",
1205       "CDdFR/Fkzx44t8Ielk0praSOFccKSS6sZUInH26M8aIos4zkxDzOZ5TRPtaHjvFBtIv0Ev31qB+5\n",
1206       "yjpbQtbZEs5nlBEW6UVcQhDhUd5N3h7HpNFRnZJO1fFUKo+nUHUildrMHJwj2+HaJRa3rrG4donB\n",
1207       "OTrcIj0YL8VQVUPNmXNUn06n+kwGNSnnqE7JQGFvh3NcBC4dInDpEIlLhwicO7T/Ww9fwfaIROt/\n",
1208       "SGYz+p+XYjy0C4cZbyEPsI66QZIk8e32eaTlneDlOz5rlqrvzaWguoaXt++gzmBg7rAhzVIGwnjs\n",
1209       "ILovP0Q18l+obrrT5kt2NMaJgmqWJxVSUKXnzq5+jIj2RP0/ZQpOXrjA7J17UCsVvDpoANFetlXd\n",
1210       "vSWZzBJH86r4LbmY7HItt3X2ZUys9z82ItTV6kk9UUByYh7VVTrCorwJjfAktL0XLm7W8cLe3PQ6\n",
1211       "I+fPldUnV2klGAwmwiK9aBflTXi0d4sXFjVpdFSfPkvl8TMXE7C6zFzk9nbY+/tg5+998fa/79v7\n",
1212       "+6D28WhUYiNJEsbqWvQl5ehLytEVl9Xf//NWV1p/X5NbiKGsCufoMFziInHuEIFLXAQusRGovay3\n",
1213       "RI7QeCLRugzDzg3of1yM3VMvo4zr1uzXu5ofd39GUsYeXrnzC5ztbW+7s1mSWHEqmU8PH+Wpnt25\n",
1214       "s1PHJlnILRmN9Ynx/u3YT3kRRazoLp9cVMP3SYVklWu5vYsfo2O80Bj1zD94iG2Z2TzXtzfjo6PE\n",
1215       "9MNl5FZq2ZhWxpazZXg7qRgb683QSI9/JK2XUl5SS3ZGKefTSzl/rgxHJzWhEZ6ERHgR2t6z1VQy\n",
1216       "l8wSRflVF0etivKrCAx1p12kN+FR3nj7O1vd75ckSRjKq9AVlaAtKL7kra6wBH1ZBSpXF2QqRf0b\n",
1217       "Nrms/v8ik9cXtJX/eSuTIZPJQSbDWFOfYMlUSuy8PVB7e6D28UTt7fG3x3beHtgF+OIYGiB2UbYh\n",
1218       "ItG6AuPpY+g+eRv1HQ+jumFUi1zzUn47sJTdyX/w2l1f4upo2wuVM8sreGHrdpxUSmb173dd/fLM\n",
1219       "JUVoP3kbmZML9o/PsrqpXktLLa7lu6RCjhdUUW0spleIMy8OSsCtFRYevV61ehO7zpWz8WwZBVU6\n",
1220       "hkd6MiLakzCPxk/PS2aJ4sLq+sTrXBl5WeW4ezoQGuFFaIQXwWEeVy0bYQ0kSaK6UktJYTXFRTVc\n",
1221       "yK/ifEYpjs52hEV5ERblTXCYJyp160gczEYjhrJKJJMZyWwGs4QkmUGSkMwSmM3/f4sEZgmlsxNq\n",
1222       "L3ermZoUrItItK7CnH8ezYf/RtlrUP2OxBaeklp/dAUbjv7Aa3d/haez9bWMaQyj2cwPp07zn6OJ\n",
1223       "9A0JZlqvngS5ulzbOY7uQ7f4I1RjJ6Iac1ubnCq8EqPZzB9n01l0NBFXtQs9fGM4nq/DXiVnWKQn\n",
1224       "QyM88HVuHaMrjWWWJE4W1rAprYx92ZV0DXBmVLQXPUNcm6XIqMlkpjC3kvPnyjifUUphbiVung54\n",
1225       "eDnh4e2Ep7cj7l71tw5OaouMCOm0BooLaygpqq5PrAqrKSmqQalS4O3njI+/Cz7+LoS097zqTkFB\n",
1226       "EOqJRKsBpOpKNB+9hszNs37kxK5l3rVsP/EbK/d9yWt3fYWPm2VrUjWHWr2eZcdPsPzEKcbHRPNY\n",
1227       "93g8Ha785C0ZDehXfInx6D7sn3wJRVRcC0VrGwwmE2vTzrLoaBL+zk5M6dmdXoGByGQyJEkiuaiW\n",
1228       "rell7M6sINzTgWGRngwIc7NoP8WWVlitY2t6OZvSSrFTyhkV7cWwSA/cHVp256DBYKKsuJbykr8+\n",
1229       "6igvraWsuBYADy9HPLzrkzAPL0fcPB1QqZQo1XKUSgVKlRylSoFSKb9iUmY2mdFqjWjrDGjq9Gg1\n",
1230       "BjR1BrR1BrR/Pq6sqB+x0moMePnWJ1R/JVbe/i44OrXtpFwQrodItBpIMujRfTkPc2Eu9s++idzd\n",
1231       "s1mvt+f0er7bsYBX71xEgKf1tbVpSiV1dSw6msjvaenc17Uz93XtcsnK8uYLBWg/fguZpzf2jzyH\n",
1232       "zNn21qo1F73JxG9nUvky8Rihbq480aM7PQIvn5zrTWYO51SxNb2MpPwauge5MCzSkx7BLqius8+f\n",
1233       "tanVmziWX01iXv1Hrd7EwHB3RkV7EeXtYJVriTR1BipKaykrqatPwkrrqCrXYDCYMBpMGA3mP29N\n",
1234       "mMwSSuX/J18qlQKFSo5Bb0JbZ0CvN2Fnp8TBUYW9owp7RzUODn/dV+HgoMLZ1R5vf2fcPRybtLG2\n",
1235       "IAgi0bomkiRh+G05hp0bsX9uNoqQpqlO/78OpW1n8eZ3eOX2zwjxiWyWa1ij85WVfHzoCIfy8nm8\n",
1236       "RwK3dYhF9eeCUeOhXeiWfYxq/F0220qnOeiMRladSeWrxGNEenrwePcE4gP8r+kc1TojuzMr2Jpe\n",
1237       "xvkKHfGBLnT0c6KjnxPhng7XVQzVEoxmidQLtSTmV3M0r5rMMg0dfJ3oHuRCQpAr4Z72TVZR3xqY\n",
1238       "zRImownDxeTLjNFoQqVWYO+gwt5eJZInQbAgkWg1gmHfNvTLP0d91yMoB4xo0hf9/Wc2s3TLu7xw\n",
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1301       "uLi4XHzs6upKZWWlBSMShLbn119/xdHRkaioKEuHIlyjZQL/KLAAAAHbSURBVMuWsXv3bu655x7U\n",
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1303       "8XFVVZUY+haEFmI2m/nqq69QqVTcddddlg5HaITJkyfz+eefc/ToUbKysiwdjtAAx44dIysri/ff\n",
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1305       "flqtlk8//ZSBAwfSq1cvS4cjXKOMjAzKysro2bMnarUaNze3v71pFazXf7+pOX36NEePHmX8+PEW\n",
1306       "jEi4Frm5uRw7doxx48ZhNBpJSkrivvvuu+zxFk+0YmNjSU1N5ZVXXgHqEy+xEF4Qmt+2bdtIT0+n\n",
1307       "pqaG9evXAzBkyBAGDRpk4ciEhvD392fNmjX8/vvvAMTExNClSxcLRyU0xl/rJAXb4O/vT15eHq+8\n",
1308       "8gpyuZyRI0cSFBR02eNFCx5BEARBEIRmYvE1WoIgCIIgCK2VSLQEQRAEQRCaiUi0BEEQBEEQmolI\n",
1309       "tARBEARBEJqJSLQEQRAEQRCaiUi0BEEQBEEQmolItARBEARBEJqJSLQEQRAEQRCaiUi0BEEQBEEQ\n",
1310       "msn/AbPOyGwnPY5DAAAAAElFTkSuQmCC\n"
1311      ],
1312      "text/plain": [
1313       "<matplotlib.figure.Figure at 0x10f01b310>"
1314      ]
1315     },
1316     "metadata": {},
1317     "output_type": "display_data"
1318    }
1319   ],
1320   "source": [
1321    "from scipy.special import jn\n",
1322    "x = np.linspace(0,5)\n",
1323    "f, ax = plt.subplots()\n",
1324    "ax.set_title(\"Bessel functions\")\n",
1325    "\n",
1326    "for n in range(1,10):\n",
1327    "    time.sleep(1)\n",
1328    "    ax.plot(x, jn(x,n))\n",
1329    "    clear_output(wait=True)\n",
1330    "    display(f)\n",
1331    "\n",
1332    "# close the figure at the end, so we don't get a duplicate\n",
1333    "# of the last plot\n",
1334    "plt.close()"
1335   ]
1336  }
1337 ],
1338 "metadata": {
1339  "kernelspec": {
1340   "display_name": "Python 3",
1341   "language": "python",
1342   "name": "python3"
1343  },
1344  "language_info": {
1345   "codemirror_mode": {
1346    "name": "ipython",
1347    "version": 3
1348   },
1349   "file_extension": ".py",
1350   "mimetype": "text/x-python",
1351   "name": "python",
1352   "nbconvert_exporter": "python",
1353   "pygments_lexer": "ipython3",
1354   "version": "3.4.2"
1355  }
1356 },
1357 "nbformat": 4,
1358 "nbformat_minor": 0
1359}
1360