##// END OF EJS Templates
upstream » ipython
RSS

Clone from https://github.com/ipython/ipython.git

pass on IPython Kernel example notebooks...
Min RK -
Show More

The requested changes are too big and content was truncated. Show full diff

Show file before | Show file after | Hide comments
@@ -4,7 +4,7 b''
4 4 "cell_type": "markdown",
5 5 "metadata": {},
6 6 "source": [
7 "# Simple animations Using clear_output"
7 "# Simple Animations Using clear_output"
8 8 ]
9 9 },
10 10 {
Show file before | Show file after | Hide comments
@@ -36,9 +36,9 b''
36 36 "def printfunc(interval=1, reps=5):\n",
37 37 " for n in range(reps):\n",
38 38 " time.sleep(interval)\n",
39 " print 'In the background...', n\n",
39 " print('In the background... %i' % n)\n",
40 40 " sys.stdout.flush()\n",
41 " print 'All done!'\n",
41 " print('All done!')\n",
42 42 " sys.stdout.flush()"
43 43 ]
44 44 },
@@ -53,7 +53,7 b''
53 53 },
54 54 {
55 55 "cell_type": "code",
56 "execution_count": 10,
56 "execution_count": 2,
57 57 "metadata": {
58 58 "collapsed": false
59 59 },
@@ -73,7 +73,7 b''
73 73 "<BackgroundJob #3: printfunc(1,3)>"
74 74 ]
75 75 },
76 "execution_count": 10,
76 "execution_count": 2,
77 77 "metadata": {},
78 78 "output_type": "execute_result"
79 79 },
@@ -106,7 +106,7 b''
106 106 },
107 107 {
108 108 "cell_type": "code",
109 "execution_count": 11,
109 "execution_count": 3,
110 110 "metadata": {
111 111 "collapsed": false
112 112 },
@@ -116,8 +116,8 b''
116 116 "output_type": "stream",
117 117 "text": [
118 118 "Completed jobs:\n",
119 "0 : <function sleepfunc at 0x314f848>\n",
120 "2 : <function sleepfunc at 0x314f848>\n",
119 "0 : <function sleepfunc at 0x10521f2f0>\n",
120 "2 : <function sleepfunc at 0x10521f2f0>\n",
121 121 "3 : printfunc(1,3)\n",
122 122 "\n"
123 123 ]
@@ -136,7 +136,7 b''
136 136 },
137 137 {
138 138 "cell_type": "code",
139 "execution_count": 12,
139 "execution_count": 4,
140 140 "metadata": {
141 141 "collapsed": false
142 142 },
@@ -147,7 +147,7 b''
147 147 "{'args': (), 'interval': 4, 'kwargs': {}}"
148 148 ]
149 149 },
150 "execution_count": 12,
150 "execution_count": 4,
151 151 "metadata": {},
152 152 "output_type": "execute_result"
153 153 }
@@ -172,7 +172,7 b''
172 172 },
173 173 {
174 174 "cell_type": "code",
175 "execution_count": 13,
175 "execution_count": 5,
176 176 "metadata": {
177 177 "collapsed": false
178 178 },
@@ -204,7 +204,7 b''
204 204 },
205 205 {
206 206 "cell_type": "code",
207 "execution_count": 14,
207 "execution_count": 6,
208 208 "metadata": {
209 209 "collapsed": false
210 210 },
@@ -216,12 +216,12 b''
216 216 "Status of diejob1: Dead (Exception), call jobs.traceback() for details\n",
217 217 "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m\n",
218 218 "\u001b[1;31mException\u001b[0m Traceback (most recent call last)\n",
219 "\u001b[1;32m/home/fperez/usr/opt/virtualenv/ipython-0.13.2/lib/python2.7/site-packages/IPython/lib/backgroundjobs.pyc\u001b[0m in \u001b[0;36mcall\u001b[1;34m(self)\u001b[0m\n",
220 "\u001b[0;32m 482\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n",
221 "\u001b[0;32m 483\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mcall\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
222 "\u001b[1;32m--> 484\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mfunc\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m*\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
219 "\u001b[1;32m/Users/minrk/dev/ip/mine/IPython/lib/backgroundjobs.py\u001b[0m in \u001b[0;36mcall\u001b[1;34m(self)\u001b[0m\n",
220 "\u001b[0;32m 489\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n",
221 "\u001b[0;32m 490\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mcall\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
222 "\u001b[1;32m--> 491\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mfunc\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m*\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
223 223 "\u001b[0m\n",
224 "\u001b[1;32m<ipython-input-1-fbbbd0d2a1c3>\u001b[0m in \u001b[0;36mdiefunc\u001b[1;34m(interval, *a, **kw)\u001b[0m\n",
224 "\u001b[1;32m<ipython-input-1-169e49434ce0>\u001b[0m in \u001b[0;36mdiefunc\u001b[1;34m(interval, *a, **kw)\u001b[0m\n",
225 225 "\u001b[0;32m 13\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mdiefunc\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0minterval\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;36m2\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m*\u001b[0m\u001b[0ma\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkw\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
226 226 "\u001b[0;32m 14\u001b[0m \u001b[0mtime\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msleep\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0minterval\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
227 227 "\u001b[1;32m---> 15\u001b[1;33m \u001b[1;32mraise\u001b[0m \u001b[0mException\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m\"Dead job with interval %s\"\u001b[0m \u001b[1;33m%\u001b[0m \u001b[0minterval\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
@@ -233,7 +233,7 b''
233 233 }
234 234 ],
235 235 "source": [
236 "print \"Status of diejob1:\", diejob1.status\n",
236 "print(\"Status of diejob1: %s\" % diejob1.status)\n",
237 237 "diejob1.traceback() # jobs.traceback(4) would also work here, with the job number"
238 238 ]
239 239 },
@@ -246,7 +246,7 b''
246 246 },
247 247 {
248 248 "cell_type": "code",
249 "execution_count": 15,
249 "execution_count": 7,
250 250 "metadata": {
251 251 "collapsed": false
252 252 },
@@ -255,15 +255,15 b''
255 255 "name": "stdout",
256 256 "output_type": "stream",
257 257 "text": [
258 "Traceback for: <BackgroundJob #4: <function diefunc at 0x314f668>>\n",
258 "Traceback for: <BackgroundJob #4: <function diefunc at 0x10521f7b8>>\n",
259 259 "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m\n",
260 260 "\u001b[1;31mException\u001b[0m Traceback (most recent call last)\n",
261 "\u001b[1;32m/home/fperez/usr/opt/virtualenv/ipython-0.13.2/lib/python2.7/site-packages/IPython/lib/backgroundjobs.pyc\u001b[0m in \u001b[0;36mcall\u001b[1;34m(self)\u001b[0m\n",
262 "\u001b[0;32m 482\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n",
263 "\u001b[0;32m 483\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mcall\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
264 "\u001b[1;32m--> 484\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mfunc\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m*\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
261 "\u001b[1;32m/Users/minrk/dev/ip/mine/IPython/lib/backgroundjobs.py\u001b[0m in \u001b[0;36mcall\u001b[1;34m(self)\u001b[0m\n",
262 "\u001b[0;32m 489\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n",
263 "\u001b[0;32m 490\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mcall\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
264 "\u001b[1;32m--> 491\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mfunc\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m*\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
265 265 "\u001b[0m\n",
266 "\u001b[1;32m<ipython-input-1-fbbbd0d2a1c3>\u001b[0m in \u001b[0;36mdiefunc\u001b[1;34m(interval, *a, **kw)\u001b[0m\n",
266 "\u001b[1;32m<ipython-input-1-169e49434ce0>\u001b[0m in \u001b[0;36mdiefunc\u001b[1;34m(interval, *a, **kw)\u001b[0m\n",
267 267 "\u001b[0;32m 13\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mdiefunc\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0minterval\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;36m2\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m*\u001b[0m\u001b[0ma\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkw\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
268 268 "\u001b[0;32m 14\u001b[0m \u001b[0mtime\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msleep\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0minterval\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
269 269 "\u001b[1;32m---> 15\u001b[1;33m \u001b[1;32mraise\u001b[0m \u001b[0mException\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m\"Dead job with interval %s\"\u001b[0m \u001b[1;33m%\u001b[0m \u001b[0minterval\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
@@ -272,15 +272,15 b''
272 272 "\n",
273 273 "\u001b[1;31mException\u001b[0m: Dead job with interval 1\n",
274 274 "\n",
275 "Traceback for: <BackgroundJob #5: <function diefunc at 0x314f668>>\n",
275 "Traceback for: <BackgroundJob #5: <function diefunc at 0x10521f7b8>>\n",
276 276 "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m\n",
277 277 "\u001b[1;31mException\u001b[0m Traceback (most recent call last)\n",
278 "\u001b[1;32m/home/fperez/usr/opt/virtualenv/ipython-0.13.2/lib/python2.7/site-packages/IPython/lib/backgroundjobs.pyc\u001b[0m in \u001b[0;36mcall\u001b[1;34m(self)\u001b[0m\n",
279 "\u001b[0;32m 482\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n",
280 "\u001b[0;32m 483\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mcall\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
281 "\u001b[1;32m--> 484\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mfunc\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m*\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
278 "\u001b[1;32m/Users/minrk/dev/ip/mine/IPython/lib/backgroundjobs.py\u001b[0m in \u001b[0;36mcall\u001b[1;34m(self)\u001b[0m\n",
279 "\u001b[0;32m 489\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n",
280 "\u001b[0;32m 490\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mcall\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
281 "\u001b[1;32m--> 491\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mfunc\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m*\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
282 282 "\u001b[0m\n",
283 "\u001b[1;32m<ipython-input-1-fbbbd0d2a1c3>\u001b[0m in \u001b[0;36mdiefunc\u001b[1;34m(interval, *a, **kw)\u001b[0m\n",
283 "\u001b[1;32m<ipython-input-1-169e49434ce0>\u001b[0m in \u001b[0;36mdiefunc\u001b[1;34m(interval, *a, **kw)\u001b[0m\n",
284 284 "\u001b[0;32m 13\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mdiefunc\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0minterval\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;36m2\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m*\u001b[0m\u001b[0ma\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkw\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
285 285 "\u001b[0;32m 14\u001b[0m \u001b[0mtime\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msleep\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0minterval\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
286 286 "\u001b[1;32m---> 15\u001b[1;33m \u001b[1;32mraise\u001b[0m \u001b[0mException\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m\"Dead job with interval %s\"\u001b[0m \u001b[1;33m%\u001b[0m \u001b[0minterval\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
@@ -305,7 +305,7 b''
305 305 },
306 306 {
307 307 "cell_type": "code",
308 "execution_count": 16,
308 "execution_count": 8,
309 309 "metadata": {
310 310 "collapsed": false
311 311 },
@@ -332,7 +332,7 b''
332 332 },
333 333 {
334 334 "cell_type": "code",
335 "execution_count": 17,
335 "execution_count": 9,
336 336 "metadata": {
337 337 "collapsed": true
338 338 },
@@ -350,7 +350,7 b''
350 350 },
351 351 {
352 352 "cell_type": "code",
353 "execution_count": 18,
353 "execution_count": 10,
354 354 "metadata": {
355 355 "collapsed": false
356 356 },
Show file before | Show file after | Hide comments
This diff has been collapsed as it changes many lines, (1616 lines changed) Show them Hide them
@@ -55,7 +55,7 b''
55 55 }
56 56 ],
57 57 "source": [
58 "print \"Hi\""
58 "print(\"Hi\")"
59 59 ]
60 60 },
61 61 {
@@ -167,7 +167,7 b''
167 167 },
168 168 {
169 169 "cell_type": "code",
170 "execution_count": 8,
170 "execution_count": null,
171 171 "metadata": {
172 172 "collapsed": false
173 173 },
@@ -337,9 +337,11 b''
337 337 }
338 338 ],
339 339 "source": [
340 "print 'last output:', _\n",
341 "print 'next one :', __\n",
342 "print 'and next :', ___"
340 "from __future__ import print_function\n",
341 "\n",
342 "print('last output:', _)\n",
343 "print('next one :', __)\n",
344 "print('and next :', ___)"
343 345 ]
344 346 },
345 347 {
@@ -355,7 +357,7 b''
355 357 {
356 358 "data": {
357 359 "text/plain": [
358 "u'_10 == Out[10]'"
360 "'_10 == Out[10]'"
359 361 ]
360 362 },
361 363 "execution_count": 13,
@@ -377,7 +379,7 b''
377 379 {
378 380 "data": {
379 381 "text/plain": [
380 "u'In[11]'"
382 "'In[11]'"
381 383 ]
382 384 },
383 385 "execution_count": 14,
@@ -399,7 +401,7 b''
399 401 {
400 402 "data": {
401 403 "text/plain": [
402 "u'In[11]'"
404 "'In[11]'"
403 405 ]
404 406 },
405 407 "execution_count": 15,
@@ -432,9 +434,9 b''
432 434 }
433 435 ],
434 436 "source": [
435 "print 'last input:', _i\n",
436 "print 'next one :', _ii\n",
437 "print 'and next :', _iii"
437 "print('last input:', _i)\n",
438 "print('next one :', _ii)\n",
439 "print('and next :', _iii)"
438 440 ]
439 441 },
440 442 {
@@ -448,7 +450,7 b''
448 450 "name": "stdout",
449 451 "output_type": "stream",
450 452 "text": [
451 " 1: print \"Hi\"\n",
453 " 1: print(\"Hi\")\n",
452 454 " 2: ?\n",
453 455 " 3:\n",
454 456 "import collections\n",
@@ -497,7 +499,7 b''
497 499 "name": "stdout",
498 500 "output_type": "stream",
499 501 "text": [
500 "/home/fperez/ipython/tutorial/notebooks\r\n"
502 "/Users/minrk/dev/ip/mine/examples/IPython Kernel\r\n"
501 503 ]
502 504 }
503 505 ],
@@ -517,14 +519,14 b''
517 519 "output_type": "stream",
518 520 "text": [
519 521 "My current directory's files:\n",
520 "['BackgroundJobs.ipynb', 'Custom Display Logic.ipynb', 'Customizing IPython - Condensed.ipynb', 'Customizing IPython - Config.ipynb', 'Customizing IPython - Extensions.ipynb', 'Customizing IPython - Magics.ipynb', 'data', 'figs', 'flare.json', 'Index.ipynb', 'Interactive Widgets.ipynb', 'IPython - beyond plain Python.ipynb', 'kernel-embedding', 'Markdown Cells.ipynb', 'myscript.py', 'nbconvert_arch.png', 'NbConvert from command line.ipynb', 'NbConvert Python library.ipynb', 'Notebook and javascript extension.ipynb', 'Notebook Basics.ipynb', 'Overview of IPython.parallel.ipynb', 'parallel', 'Rich Display System.ipynb', 'Running a Secure Public Notebook.ipynb', 'Running Code.ipynb', 'Sample.ipynb', 'soln', 'Terminal usage.ipynb', 'text_analysis.py', 'Typesetting Math Using MathJax.ipynb']\n"
522 "['Animations Using clear_output.ipynb', 'Background Jobs.ipynb', 'Beyond Plain Python.ipynb', 'Capturing Output.ipynb', 'Cell Magics.ipynb', 'Custom Display Logic.ipynb', 'Index.ipynb', 'Old Custom Display Logic.ipynb', 'Plotting in the Notebook.ipynb', 'Raw Input in the Notebook.ipynb', 'Rich Output.ipynb', 'Script Magics.ipynb', 'SymPy.ipynb', 'Terminal Usage.ipynb', 'Third Party Rich Output.ipynb', 'Trapezoid Rule.ipynb', 'Working With External Code.ipynb', '__pycache__', 'data', 'example-demo.py', 'gui', 'ipython-completion.bash', 'ipython-get-history.py', 'ipython-qtconsole.desktop', 'ipython.desktop', 'mod.py', 'test.txt']\n"
521 523 ]
522 524 }
523 525 ],
524 526 "source": [
525 527 "files = !ls\n",
526 "print \"My current directory's files:\"\n",
527 "print files"
528 "print(\"My current directory's files:\")\n",
529 "print(files)"
528 530 ]
529 531 },
530 532 {
@@ -538,7 +540,7 b''
538 540 "name": "stdout",
539 541 "output_type": "stream",
540 542 "text": [
541 "[BackgroundJobs.ipynb, Custom Display Logic.ipynb, Customizing IPython - Condensed.ipynb, Customizing IPython - Config.ipynb, Customizing IPython - Extensions.ipynb, Customizing IPython - Magics.ipynb, data, figs, flare.json, Index.ipynb, Interactive Widgets.ipynb, IPython - beyond plain Python.ipynb, kernel-embedding, Markdown Cells.ipynb, myscript.py, nbconvert_arch.png, NbConvert from command line.ipynb, NbConvert Python library.ipynb, Notebook and javascript extension.ipynb, Notebook Basics.ipynb, Overview of IPython.parallel.ipynb, parallel, Rich Display System.ipynb, Running a Secure Public Notebook.ipynb, Running Code.ipynb, Sample.ipynb, soln, Terminal usage.ipynb, text_analysis.py, Typesetting Math Using MathJax.ipynb]\r\n"
543 "[Animations Using clear_output.ipynb, Background Jobs.ipynb, Beyond Plain Python.ipynb, Capturing Output.ipynb, Cell Magics.ipynb, Custom Display Logic.ipynb, Index.ipynb, Old Custom Display Logic.ipynb, Plotting in the Notebook.ipynb, Raw Input in the Notebook.ipynb, Rich Output.ipynb, Script Magics.ipynb, SymPy.ipynb, Terminal Usage.ipynb, Third Party Rich Output.ipynb, Trapezoid Rule.ipynb, Working With External Code.ipynb, __pycache__, data, example-demo.py, gui, ipython-completion.bash, ipython-get-history.py, ipython-qtconsole.desktop, ipython.desktop, mod.py, test.txt]\r\n"
542 544 ]
543 545 }
544 546 ],
@@ -557,7 +559,7 b''
557 559 "name": "stdout",
558 560 "output_type": "stream",
559 561 "text": [
560 "BACKGROUNDJOBS.IPYNB\r\n"
562 "ANIMATIONS USING CLEAR_OUTPUT.IPYNB\r\n"
561 563 ]
562 564 }
563 565 ],
@@ -574,7 +576,7 b''
574 576 },
575 577 {
576 578 "cell_type": "code",
577 "execution_count": 27,
579 "execution_count": 22,
578 580 "metadata": {
579 581 "collapsed": false
580 582 },
@@ -583,36 +585,33 b''
583 585 "name": "stdout",
584 586 "output_type": "stream",
585 587 "text": [
586 "00 - BackgroundJobs\r\n",
587 "01 - Custom Display Logic\r\n",
588 "02 - Customizing IPython - Condensed\r\n",
589 "03 - Customizing IPython - Config\r\n",
590 "04 - Customizing IPython - Extensions\r\n",
591 "05 - Customizing IPython - Magics\r\n",
588 "00 - Animations Using clear_output\n",
589 "01 - Background Jobs\n",
590 "02 - Beyond Plain Python\n",
591 "03 - Capturing Output\n",
592 "04 - Cell Magics\n",
593 "05 - Custom Display Logic\n",
594 "06 - Index\n",
595 "07 - Old Custom Display Logic\n",
596 "08 - Plotting in the Notebook\n",
597 "09 - Raw Input in the Notebook\n",
598 "10 - Rich Output\n",
599 "11 - Script Magics\n",
600 "12 - SymPy\n",
601 "13 - Terminal Usage\n",
602 "14 - Third Party Rich Output\n",
603 "15 - Trapezoid Rule\n",
604 "16 - Working With External Code\n",
592 605 "--\n",
593 606 "--\n",
594 607 "--\n",
595 "09 - Index\r\n",
596 "10 - Interactive Widgets\r\n",
597 "11 - IPython - beyond plain Python\r\n",
598 608 "--\n",
599 "13 - Markdown Cells\r\n",
600 609 "--\n",
601 610 "--\n",
602 "16 - NbConvert from command line\r\n",
603 "17 - NbConvert Python library\r\n",
604 "18 - Notebook and javascript extension\r\n",
605 "19 - Notebook Basics\r\n",
606 "20 - Overview of IPython.parallel\r\n",
607 611 "--\n",
608 "22 - Rich Display System\r\n",
609 "23 - Running a Secure Public Notebook\r\n",
610 "24 - Running Code\r\n",
611 "25 - Sample\r\n",
612 612 "--\n",
613 "27 - Terminal usage\r\n",
614 613 "--\n",
615 "29 - Typesetting Math Using MathJax\r\n"
614 "--\n"
616 615 ]
617 616 }
618 617 ],
@@ -622,7 +621,7 b''
622 621 " if f.endswith('ipynb'):\n",
623 622 " !echo {\"%02d\" % i} - \"{os.path.splitext(f)[0]}\"\n",
624 623 " else:\n",
625 " print '--'"
624 " print('--')"
626 625 ]
627 626 },
628 627 {
@@ -645,7 +644,7 b''
645 644 },
646 645 {
647 646 "cell_type": "code",
648 "execution_count": 28,
647 "execution_count": 23,
649 648 "metadata": {
650 649 "collapsed": false
651 650 },
@@ -663,7 +662,7 b''
663 662 },
664 663 {
665 664 "cell_type": "code",
666 "execution_count": 29,
665 "execution_count": 24,
667 666 "metadata": {
668 667 "collapsed": false
669 668 },
@@ -672,17 +671,17 b''
672 671 "name": "stdout",
673 672 "output_type": "stream",
674 673 "text": [
675 "10000000 loops, best of 3: 190 ns per loop\n"
674 "10000 loops, best of 3: 19.3 µs per loop\n"
676 675 ]
677 676 }
678 677 ],
679 678 "source": [
680 "%timeit range(10)"
679 "%timeit list(range(1000))"
681 680 ]
682 681 },
683 682 {
684 683 "cell_type": "code",
685 "execution_count": 30,
684 "execution_count": 25,
686 685 "metadata": {
687 686 "collapsed": false
688 687 },
@@ -691,14 +690,14 b''
691 690 "name": "stdout",
692 691 "output_type": "stream",
693 692 "text": [
694 "1000000 loops, best of 3: 888 ns per loop\n"
693 "100000 loops, best of 3: 2.78 µs per loop\n"
695 694 ]
696 695 }
697 696 ],
698 697 "source": [
699 698 "%%timeit\n",
700 "range(10)\n",
701 "range(100)"
699 "list(range(10))\n",
700 "list(range(100))"
702 701 ]
703 702 },
704 703 {
@@ -710,7 +709,7 b''
710 709 },
711 710 {
712 711 "cell_type": "code",
713 "execution_count": 31,
712 "execution_count": 26,
714 713 "metadata": {
715 714 "collapsed": false
716 715 },
@@ -719,20 +718,18 b''
719 718 "name": "stdout",
720 719 "output_type": "stream",
721 720 "text": [
722 "size: 010000000 loops, best of 3: 129 ns per loop\n",
723 " size: 1001000000 loops, best of 3: 649 ns per loop\n",
724 " size: 2001000000 loops, best of 3: 1.09 µs per loop\n",
725 " size: 3001000000 loops, best of 3: 1.74 µs per loop\n",
726 " size: 400100000 loops, best of 3: 2.72 µs per loop\n",
727 "\n"
721 "size: 100 100000 loops, best of 3: 1.86 µs per loop\n",
722 "size: 200 100000 loops, best of 3: 2.49 µs per loop\n",
723 "size: 300 100000 loops, best of 3: 4.04 µs per loop\n",
724 "size: 400 100000 loops, best of 3: 6.21 µs per loop\n"
728 725 ]
729 726 }
730 727 ],
731 728 "source": [
732 "for i in range(5):\n",
729 "for i in range(1, 5):\n",
733 730 " size = i*100\n",
734 " print 'size:',size, \n",
735 " %timeit range(size)"
731 " print('size:', size, end=' ')\n",
732 " %timeit list(range(size))"
736 733 ]
737 734 },
738 735 {
@@ -744,7 +741,7 b''
744 741 },
745 742 {
746 743 "cell_type": "code",
747 "execution_count": 32,
744 "execution_count": 27,
748 745 "metadata": {
749 746 "collapsed": false
750 747 },
@@ -753,20 +750,21 b''
753 750 "name": "stdout",
754 751 "output_type": "stream",
755 752 "text": [
756 "My shell is: /bin/bash\n",
757 "My memory status is:\n",
758 " total used free shared buffers cached\n",
759 "Mem: 7870888 6389328 1481560 0 662860 2505172\n",
760 "-/+ buffers/cache: 3221296 4649592\n",
761 "Swap: 3905532 4852 3900680\n"
753 "My shell is: /usr/local/bin/bash\n",
754 "My disk usage is:\n",
755 "Filesystem Size Used Avail Capacity iused ifree %iused Mounted on\n",
756 "/dev/disk1 233Gi 216Gi 16Gi 94% 56788108 4190706 93% /\n",
757 "devfs 190Ki 190Ki 0Bi 100% 656 0 100% /dev\n",
758 "map -hosts 0Bi 0Bi 0Bi 100% 0 0 100% /net\n",
759 "map auto_home 0Bi 0Bi 0Bi 100% 0 0 100% /home\n"
762 760 ]
763 761 }
764 762 ],
765 763 "source": [
766 764 "%%bash\n",
767 765 "echo \"My shell is:\" $SHELL\n",
768 "echo \"My memory status is:\"\n",
769 "free"
766 "echo \"My disk usage is:\"\n",
767 "df -h"
770 768 ]
771 769 },
772 770 {
@@ -778,7 +776,7 b''
778 776 },
779 777 {
780 778 "cell_type": "code",
781 "execution_count": 33,
779 "execution_count": 28,
782 780 "metadata": {
783 781 "collapsed": false
784 782 },
@@ -787,7 +785,7 b''
787 785 "name": "stdout",
788 786 "output_type": "stream",
789 787 "text": [
790 "Writing test.txt\n"
788 "Overwriting test.txt\n"
791 789 ]
792 790 }
793 791 ],
@@ -801,7 +799,7 b''
801 799 },
802 800 {
803 801 "cell_type": "code",
804 "execution_count": 34,
802 "execution_count": 29,
805 803 "metadata": {
806 804 "collapsed": false
807 805 },
@@ -830,7 +828,7 b''
830 828 },
831 829 {
832 830 "cell_type": "code",
833 "execution_count": 35,
831 "execution_count": 30,
834 832 "metadata": {
835 833 "collapsed": false
836 834 },
@@ -874,21 +872,15 b''
874 872 "bookmark": "OSMagics",
875 873 "cat": "Other",
876 874 "cd": "OSMagics",
877 "cl": "Other",
878 875 "clear": "KernelMagics",
879 "clk": "Other",
880 876 "colors": "BasicMagics",
881 877 "config": "ConfigMagics",
882 878 "connect_info": "KernelMagics",
883 879 "cp": "Other",
884 "d": "Other",
885 "dd": "Other",
886 880 "debug": "ExecutionMagics",
887 881 "dhist": "OSMagics",
888 882 "dirs": "OSMagics",
889 "dl": "Other",
890 "doctest_mode": "KernelMagics",
891 "dx": "Other",
883 "doctest_mode": "BasicMagics",
892 884 "ed": "Other",
893 885 "edit": "KernelMagics",
894 886 "env": "OSMagics",
@@ -922,6 +914,7 b''
922 914 "mkdir": "Other",
923 915 "more": "KernelMagics",
924 916 "mv": "Other",
917 "namespace": "Other",
925 918 "notebook": "BasicMagics",
926 919 "page": "BasicMagics",
927 920 "pastebin": "CodeMagics",
@@ -956,12 +949,15 b''
956 949 "run": "ExecutionMagics",
957 950 "save": "CodeMagics",
958 951 "sc": "OSMagics",
952 "set_env": "OSMagics",
959 953 "store": "StoreMagics",
960 954 "sx": "OSMagics",
961 955 "system": "OSMagics",
962 956 "tb": "ExecutionMagics",
957 "tic": "TimerMagics",
963 958 "time": "ExecutionMagics",
964 959 "timeit": "ExecutionMagics",
960 "toc": "TimerMagics",
965 961 "unalias": "OSMagics",
966 962 "unload_ext": "ExtensionMagics",
967 963 "who": "NamespaceMagics",
@@ -973,7 +969,7 b''
973 969 },
974 970 "text/plain": [
975 971 "Available line magics:\n",
976 "%alias %alias_magic %autocall %automagic %autosave %bookmark %cat %cd %cl %clear %clk %colors %config %connect_info %cp %d %dd %debug %dhist %dirs %dl %doctest_mode %dx %ed %edit %env %gui %hist %history %install_default_config %install_ext %install_profiles %killbgscripts %ldir %less %lf %lk %ll %load %load_ext %loadpy %logoff %logon %logstart %logstate %logstop %ls %lsmagic %lx %macro %magic %man %matplotlib %mkdir %more %mv %notebook %page %pastebin %pdb %pdef %pdoc %pfile %pinfo %pinfo2 %popd %pprint %precision %profile %prun %psearch %psource %pushd %pwd %pycat %pylab %qtconsole %quickref %recall %rehashx %reload_ext %rep %rerun %reset %reset_selective %rm %rmdir %run %save %sc %store %sx %system %tb %time %timeit %unalias %unload_ext %who %who_ls %whos %xdel %xmode\n",
972 "%alias %alias_magic %autocall %automagic %autosave %bookmark %cat %cd %clear %colors %config %connect_info %cp %debug %dhist %dirs %doctest_mode %ed %edit %env %gui %hist %history %install_default_config %install_ext %install_profiles %killbgscripts %ldir %less %lf %lk %ll %load %load_ext %loadpy %logoff %logon %logstart %logstate %logstop %ls %lsmagic %lx %macro %magic %man %matplotlib %mkdir %more %mv %namespace %notebook %page %pastebin %pdb %pdef %pdoc %pfile %pinfo %pinfo2 %popd %pprint %precision %profile %prun %psearch %psource %pushd %pwd %pycat %pylab %qtconsole %quickref %recall %rehashx %reload_ext %rep %rerun %reset %reset_selective %rm %rmdir %run %save %sc %set_env %store %sx %system %tb %tic %time %timeit %toc %unalias %unload_ext %who %who_ls %whos %xdel %xmode\n",
977 973 "\n",
978 974 "Available cell magics:\n",
979 975 "%%! %%HTML %%SVG %%bash %%capture %%debug %%file %%html %%javascript %%latex %%perl %%prun %%pypy %%python %%python2 %%python3 %%ruby %%script %%sh %%svg %%sx %%system %%time %%timeit %%writefile\n",
@@ -981,7 +977,7 b''
981 977 "Automagic is ON, % prefix IS NOT needed for line magics."
982 978 ]
983 979 },
984 "execution_count": 35,
980 "execution_count": 30,
985 981 "metadata": {},
986 982 "output_type": "execute_result"
987 983 }
@@ -1006,7 +1002,7 b''
1006 1002 },
1007 1003 {
1008 1004 "cell_type": "code",
1009 "execution_count": 36,
1005 "execution_count": 31,
1010 1006 "metadata": {
1011 1007 "collapsed": false
1012 1008 },
@@ -1029,13 +1025,13 b''
1029 1025 "... # the sum of two elements defines the next\n",
1030 1026 "... a, b = 0, 1\n",
1031 1027 ">>> while b < 10:\n",
1032 "... print b\n",
1028 "... print(b)\n",
1033 1029 "... a, b = b, a+b"
1034 1030 ]
1035 1031 },
1036 1032 {
1037 1033 "cell_type": "code",
1038 "execution_count": 37,
1034 "execution_count": 32,
1039 1035 "metadata": {
1040 1036 "collapsed": false
1041 1037 },
@@ -1044,13 +1040,13 b''
1044 1040 "name": "stdout",
1045 1041 "output_type": "stream",
1046 1042 "text": [
1047 "0 1 2 3 4 5 6 7 8 9\n"
1043 "0 1 2 3 4 5 6 7 8 9 "
1048 1044 ]
1049 1045 }
1050 1046 ],
1051 1047 "source": [
1052 1048 "In [1]: for i in range(10):\n",
1053 " ...: print i,\n",
1049 " ...: print(i, end=' ')\n",
1054 1050 " ...: "
1055 1051 ]
1056 1052 },
@@ -1063,7 +1059,7 b''
1063 1059 },
1064 1060 {
1065 1061 "cell_type": "code",
1066 "execution_count": 38,
1062 "execution_count": 33,
1067 1063 "metadata": {
1068 1064 "collapsed": false
1069 1065 },
@@ -1072,7 +1068,7 b''
1072 1068 "name": "stdout",
1073 1069 "output_type": "stream",
1074 1070 "text": [
1075 "Writing mod.py\n"
1071 "Overwriting mod.py\n"
1076 1072 ]
1077 1073 }
1078 1074 ],
@@ -1095,7 +1091,7 b''
1095 1091 },
1096 1092 {
1097 1093 "cell_type": "code",
1098 "execution_count": 39,
1094 "execution_count": 34,
1099 1095 "metadata": {
1100 1096 "collapsed": false
1101 1097 },
@@ -1105,10 +1101,11 b''
1105 1101 "evalue": "float division by zero",
1106 1102 "output_type": "error",
1107 1103 "traceback": [
1108 "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m\n\u001b[1;31mZeroDivisionError\u001b[0m Traceback (most recent call last)",
1109 "\u001b[1;32m<ipython-input-39-a54c5799f57e>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m()\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[1;32mimport\u001b[0m \u001b[0mmod\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 2\u001b[1;33m \u001b[0mmod\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mg\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;36m0\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
1110 "\u001b[1;32m/home/fperez/ipython/tutorial/notebooks/mod.py\u001b[0m in \u001b[0;36mg\u001b[1;34m(y)\u001b[0m\n\u001b[0;32m 4\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 5\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mg\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0my\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 6\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0my\u001b[0m\u001b[1;33m+\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
1111 "\u001b[1;32m/home/fperez/ipython/tutorial/notebooks/mod.py\u001b[0m in \u001b[0;36mf\u001b[1;34m(x)\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 2\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mx\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 3\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[1;36m1.0\u001b[0m\u001b[1;33m/\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mx\u001b[0m\u001b[1;33m-\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 4\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 5\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mg\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0my\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
1104 "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
1105 "\u001b[1;31mZeroDivisionError\u001b[0m Traceback (most recent call last)",
1106 "\u001b[1;32m<ipython-input-40-a54c5799f57e>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m()\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[1;32mimport\u001b[0m \u001b[0mmod\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 2\u001b[1;33m \u001b[0mmod\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mg\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;36m0\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
1107 "\u001b[1;32m/Users/minrk/dev/ip/mine/examples/IPython Kernel/mod.py\u001b[0m in \u001b[0;36mg\u001b[1;34m(y)\u001b[0m\n\u001b[0;32m 4\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 5\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mg\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0my\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 6\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0my\u001b[0m\u001b[1;33m+\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
1108 "\u001b[1;32m/Users/minrk/dev/ip/mine/examples/IPython Kernel/mod.py\u001b[0m in \u001b[0;36mf\u001b[1;34m(x)\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 2\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mx\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 3\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[1;36m1.0\u001b[0m\u001b[1;33m/\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mx\u001b[0m\u001b[1;33m-\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 4\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 5\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mg\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0my\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
1112 1109 "\u001b[1;31mZeroDivisionError\u001b[0m: float division by zero"
1113 1110 ]
1114 1111 }
@@ -1120,7 +1117,7 b''
1120 1117 },
1121 1118 {
1122 1119 "cell_type": "code",
1123 "execution_count": 40,
1120 "execution_count": 35,
1124 1121 "metadata": {
1125 1122 "collapsed": false
1126 1123 },
@@ -1138,9 +1135,9 b''
1138 1135 "output_type": "error",
1139 1136 "traceback": [
1140 1137 "Traceback \u001b[1;36m(most recent call last)\u001b[0m:\n",
1141 " File \u001b[0;32m\"<ipython-input-40-5a5bcec1553f>\"\u001b[0m, line \u001b[0;32m2\u001b[0m, in \u001b[0;35m<module>\u001b[0m\n mod.g(0)\n",
1142 " File \u001b[0;32m\"mod.py\"\u001b[0m, line \u001b[0;32m6\u001b[0m, in \u001b[0;35mg\u001b[0m\n return f(y+1)\n",
1143 "\u001b[1;36m File \u001b[1;32m\"mod.py\"\u001b[1;36m, line \u001b[1;32m3\u001b[1;36m, in \u001b[1;35mf\u001b[1;36m\u001b[0m\n\u001b[1;33m return 1.0/(x-1)\u001b[0m\n",
1138 " File \u001b[0;32m\"<ipython-input-41-8932f4bf53fa>\"\u001b[0m, line \u001b[0;32m2\u001b[0m, in \u001b[0;35m<module>\u001b[0m\n mod.g(0)\n",
1139 " File \u001b[0;32m\"/Users/minrk/dev/ip/mine/examples/IPython Kernel/mod.py\"\u001b[0m, line \u001b[0;32m6\u001b[0m, in \u001b[0;35mg\u001b[0m\n return f(y+1)\n",
1140 "\u001b[1;36m File \u001b[1;32m\"/Users/minrk/dev/ip/mine/examples/IPython Kernel/mod.py\"\u001b[1;36m, line \u001b[1;32m3\u001b[1;36m, in \u001b[1;35mf\u001b[1;36m\u001b[0m\n\u001b[1;33m return 1.0/(x-1)\u001b[0m\n",
1144 1141 "\u001b[1;31mZeroDivisionError\u001b[0m\u001b[1;31m:\u001b[0m float division by zero\n"
1145 1142 ]
1146 1143 }
@@ -1152,7 +1149,7 b''
1152 1149 },
1153 1150 {
1154 1151 "cell_type": "code",
1155 "execution_count": 41,
1152 "execution_count": 36,
1156 1153 "metadata": {
1157 1154 "collapsed": false
1158 1155 },
@@ -1169,10 +1166,11 b''
1169 1166 "evalue": "float division by zero",
1170 1167 "output_type": "error",
1171 1168 "traceback": [
1172 "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m\n\u001b[1;31mZeroDivisionError\u001b[0m Traceback (most recent call last)",
1173 "\u001b[1;32m<ipython-input-41-81967cfaa0c3>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m()\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[0mget_ipython\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mmagic\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34mu'xmode verbose'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 2\u001b[1;33m \u001b[0mmod\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mg\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;36m0\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m \u001b[1;36mglobal\u001b[0m \u001b[0;36mmod.g\u001b[0m \u001b[1;34m= <function g at 0x237fc08>\u001b[0m\n",
1174 "\u001b[1;32m/home/fperez/ipython/tutorial/notebooks/mod.py\u001b[0m in \u001b[0;36mg\u001b[1;34m(y=0)\u001b[0m\n\u001b[0;32m 4\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 5\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mg\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0my\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 6\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0my\u001b[0m\u001b[1;33m+\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m \u001b[1;36mglobal\u001b[0m \u001b[0;36mf\u001b[0m \u001b[1;34m= <function f at 0x2367c08>\u001b[0m\u001b[1;34m\n \u001b[0m\u001b[0;36my\u001b[0m \u001b[1;34m= 0\u001b[0m\n",
1175 "\u001b[1;32m/home/fperez/ipython/tutorial/notebooks/mod.py\u001b[0m in \u001b[0;36mf\u001b[1;34m(x=1)\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 2\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mx\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 3\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[1;36m1.0\u001b[0m\u001b[1;33m/\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mx\u001b[0m\u001b[1;33m-\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m \u001b[0;36mx\u001b[0m \u001b[1;34m= 1\u001b[0m\n\u001b[0;32m 4\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 5\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mg\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0my\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
1169 "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
1170 "\u001b[1;31mZeroDivisionError\u001b[0m Traceback (most recent call last)",
1171 "\u001b[1;32m<ipython-input-42-539f73e80e01>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m()\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[0mget_ipython\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mmagic\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'xmode verbose'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 2\u001b[1;33m \u001b[0mmod\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mg\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;36m0\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m \u001b[1;36mglobal\u001b[0m \u001b[0;36mmod.g\u001b[0m \u001b[1;34m= <function g at 0x105887d08>\u001b[0m\n",
1172 "\u001b[1;32m/Users/minrk/dev/ip/mine/examples/IPython Kernel/mod.py\u001b[0m in \u001b[0;36mg\u001b[1;34m(y=0)\u001b[0m\n\u001b[0;32m 4\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 5\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mg\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0my\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 6\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0my\u001b[0m\u001b[1;33m+\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m \u001b[1;36mglobal\u001b[0m \u001b[0;36mf\u001b[0m \u001b[1;34m= <function f at 0x105887d90>\u001b[0m\u001b[1;34m\n \u001b[0m\u001b[0;36my\u001b[0m \u001b[1;34m= 0\u001b[0m\n",
1173 "\u001b[1;32m/Users/minrk/dev/ip/mine/examples/IPython Kernel/mod.py\u001b[0m in \u001b[0;36mf\u001b[1;34m(x=1)\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 2\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mx\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 3\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[1;36m1.0\u001b[0m\u001b[1;33m/\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mx\u001b[0m\u001b[1;33m-\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m \u001b[0;36mx\u001b[0m \u001b[1;34m= 1\u001b[0m\n\u001b[0;32m 4\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 5\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mg\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0my\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
1176 1174 "\u001b[1;31mZeroDivisionError\u001b[0m: float division by zero"
1177 1175 ]
1178 1176 }
@@ -1191,7 +1189,7 b''
1191 1189 },
1192 1190 {
1193 1191 "cell_type": "code",
1194 "execution_count": 42,
1192 "execution_count": 37,
1195 1193 "metadata": {
1196 1194 "collapsed": false
1197 1195 },
@@ -1217,7 +1215,7 b''
1217 1215 },
1218 1216 {
1219 1217 "cell_type": "code",
1220 "execution_count": 43,
1218 "execution_count": 38,
1221 1219 "metadata": {
1222 1220 "collapsed": false
1223 1221 },
@@ -1238,7 +1236,7 b''
1238 1236 },
1239 1237 {
1240 1238 "cell_type": "code",
1241 "execution_count": 44,
1239 "execution_count": 39,
1242 1240 "metadata": {
1243 1241 "collapsed": false
1244 1242 },
@@ -1261,33 +1259,6 b''
1261 1259 "cell_type": "markdown",
1262 1260 "metadata": {},
1263 1261 "source": [
1264 "### Exercise"
1265 ]
1266 },
1267 {
1268 "cell_type": "markdown",
1269 "metadata": {},
1270 "source": [
1271 "Write a cell that executes in Bash and prints your current working directory as well as the date.\n",
1272 "\n",
1273 "Apologies to Windows users who may not have Bash available, not sure how to obtain the equivalent result with `cmd.exe` or Powershell."
1274 ]
1275 },
1276 {
1277 "cell_type": "code",
1278 "execution_count": null,
1279 "metadata": {
1280 "collapsed": false
1281 },
1282 "outputs": [],
1283 "source": [
1284 "%load soln/bash-script"
1285 ]
1286 },
1287 {
1288 "cell_type": "markdown",
1289 "metadata": {},
1290 "source": [
1291 1262 "## Raw Input in the notebook"
1292 1263 ]
1293 1264 },
@@ -1300,7 +1271,7 b''
1300 1271 },
1301 1272 {
1302 1273 "cell_type": "code",
1303 "execution_count": 45,
1274 "execution_count": 40,
1304 1275 "metadata": {
1305 1276 "collapsed": false
1306 1277 },
@@ -1310,10 +1281,11 b''
1310 1281 "evalue": "float division by zero",
1311 1282 "output_type": "error",
1312 1283 "traceback": [
1313 "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m\n\u001b[1;31mZeroDivisionError\u001b[0m Traceback (most recent call last)",
1314 "\u001b[1;32m<ipython-input-45-5e708f13c839>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m()\u001b[0m\n\u001b[1;32m----> 1\u001b[1;33m \u001b[0mmod\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mg\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;36m0\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
1315 "\u001b[1;32m/home/fperez/ipython/tutorial/notebooks/mod.py\u001b[0m in \u001b[0;36mg\u001b[1;34m(y)\u001b[0m\n\u001b[0;32m 4\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 5\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mg\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0my\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 6\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0my\u001b[0m\u001b[1;33m+\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
1316 "\u001b[1;32m/home/fperez/ipython/tutorial/notebooks/mod.py\u001b[0m in \u001b[0;36mf\u001b[1;34m(x)\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 2\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mx\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 3\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[1;36m1.0\u001b[0m\u001b[1;33m/\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mx\u001b[0m\u001b[1;33m-\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 4\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 5\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mg\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0my\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
1284 "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
1285 "\u001b[1;31mZeroDivisionError\u001b[0m Traceback (most recent call last)",
1286 "\u001b[1;32m<ipython-input-46-5e708f13c839>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m()\u001b[0m\n\u001b[1;32m----> 1\u001b[1;33m \u001b[0mmod\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mg\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;36m0\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
1287 "\u001b[1;32m/Users/minrk/dev/ip/mine/examples/IPython Kernel/mod.py\u001b[0m in \u001b[0;36mg\u001b[1;34m(y)\u001b[0m\n\u001b[0;32m 4\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 5\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mg\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0my\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 6\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0my\u001b[0m\u001b[1;33m+\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
1288 "\u001b[1;32m/Users/minrk/dev/ip/mine/examples/IPython Kernel/mod.py\u001b[0m in \u001b[0;36mf\u001b[1;34m(x)\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 2\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mx\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 3\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[1;36m1.0\u001b[0m\u001b[1;33m/\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mx\u001b[0m\u001b[1;33m-\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 4\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 5\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mg\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0my\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
1317 1289 "\u001b[1;31mZeroDivisionError\u001b[0m: float division by zero"
1318 1290 ]
1319 1291 }
@@ -1324,7 +1296,7 b''
1324 1296 },
1325 1297 {
1326 1298 "cell_type": "code",
1327 "execution_count": 38,
1299 "execution_count": 41,
1328 1300 "metadata": {
1329 1301 "collapsed": false
1330 1302 },
@@ -1333,24 +1305,40 b''
1333 1305 "name": "stdout",
1334 1306 "output_type": "stream",
1335 1307 "text": [
1336 "> \u001b[0;32m/Users/bussonniermatthias/ipython-in-depth/notebooks/mod.py\u001b[0m(3)\u001b[0;36mf\u001b[0;34m()\u001b[0m\n",
1337 "\u001b[0;32m 2 \u001b[0;31m\u001b[0;32mdef\u001b[0m \u001b[0mf\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mx\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
1338 "\u001b[0m\u001b[0;32m----> 3 \u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0;36m1.0\u001b[0m\u001b[0;34m/\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mx\u001b[0m\u001b[0;34m-\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
1339 "\u001b[0m\u001b[0;32m 4 \u001b[0;31m\u001b[0;34m\u001b[0m\u001b[0m\n",
1308 "> \u001b[1;32m/Users/minrk/dev/ip/mine/examples/IPython Kernel/mod.py\u001b[0m(3)\u001b[0;36mf\u001b[1;34m()\u001b[0m\n",
1309 "\u001b[1;32m 2 \u001b[1;33m\u001b[1;32mdef\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mx\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
1310 "\u001b[0m\u001b[1;32m----> 3 \u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[1;36m1.0\u001b[0m\u001b[1;33m/\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mx\u001b[0m\u001b[1;33m-\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
1311 "\u001b[0m\u001b[1;32m 4 \u001b[1;33m\u001b[1;33m\u001b[0m\u001b[0m\n",
1340 1312 "\u001b[0m\n",
1341 "ipdb> x\n",
1342 "1\n",
1343 1313 "ipdb> up\n",
1344 "> \u001b[0;32m/Users/bussonniermatthias/ipython-in-depth/notebooks/mod.py\u001b[0m(6)\u001b[0;36mg\u001b[0;34m()\u001b[0m\n",
1345 "\u001b[0;32m 4 \u001b[0;31m\u001b[0;34m\u001b[0m\u001b[0m\n",
1346 "\u001b[0m\u001b[0;32m 5 \u001b[0;31m\u001b[0;32mdef\u001b[0m \u001b[0mg\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0my\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
1347 "\u001b[0m\u001b[0;32m----> 6 \u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mf\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0my\u001b[0m\u001b[0;34m+\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
1314 "> \u001b[1;32m/Users/minrk/dev/ip/mine/examples/IPython Kernel/mod.py\u001b[0m(6)\u001b[0;36mg\u001b[1;34m()\u001b[0m\n",
1315 "\u001b[1;32m 4 \u001b[1;33m\u001b[1;33m\u001b[0m\u001b[0m\n",
1316 "\u001b[0m\u001b[1;32m 5 \u001b[1;33m\u001b[1;32mdef\u001b[0m \u001b[0mg\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0my\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
1317 "\u001b[0m\u001b[1;32m----> 6 \u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0my\u001b[0m\u001b[1;33m+\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
1348 1318 "\u001b[0m\n",
1349 "ipdb> y\n",
1350 "0\n",
1351 "ipdb> up\n",
1352 "> \u001b[0;32m<ipython-input-37-5e708f13c839>\u001b[0m(1)\u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n",
1353 "\u001b[0;32m----> 1 \u001b[0;31m\u001b[0mmod\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mg\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
1319 "ipdb> down\n",
1320 "> \u001b[1;32m/Users/minrk/dev/ip/mine/examples/IPython Kernel/mod.py\u001b[0m(3)\u001b[0;36mf\u001b[1;34m()\u001b[0m\n",
1321 "\u001b[1;32m 2 \u001b[1;33m\u001b[1;32mdef\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mx\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
1322 "\u001b[0m\u001b[1;32m----> 3 \u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[1;36m1.0\u001b[0m\u001b[1;33m/\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mx\u001b[0m\u001b[1;33m-\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
1323 "\u001b[0m\u001b[1;32m 4 \u001b[1;33m\u001b[1;33m\u001b[0m\u001b[0m\n",
1324 "\u001b[0m\n",
1325 "ipdb> bt\n",
1326 " \u001b[1;32m<ipython-input-46-5e708f13c839>\u001b[0m(1)\u001b[0;36m<module>\u001b[1;34m()\u001b[0m\n",
1327 "\u001b[1;32m----> 1 \u001b[1;33m\u001b[0mmod\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mg\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;36m0\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
1328 "\u001b[0m\n",
1329 " \u001b[1;32m/Users/minrk/dev/ip/mine/examples/IPython Kernel/mod.py\u001b[0m(6)\u001b[0;36mg\u001b[1;34m()\u001b[0m\n",
1330 "\u001b[0;32m 2 \u001b[0m\u001b[1;32mdef\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mx\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
1331 "\u001b[0;32m 3 \u001b[0m \u001b[1;32mreturn\u001b[0m \u001b[1;36m1.0\u001b[0m\u001b[1;33m/\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mx\u001b[0m\u001b[1;33m-\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
1332 "\u001b[0;32m 4 \u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
1333 "\u001b[0;32m 5 \u001b[0m\u001b[1;32mdef\u001b[0m \u001b[0mg\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0my\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
1334 "\u001b[1;32m----> 6 \u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0my\u001b[0m\u001b[1;33m+\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
1335 "\u001b[0m\n",
1336 "> \u001b[1;32m/Users/minrk/dev/ip/mine/examples/IPython Kernel/mod.py\u001b[0m(3)\u001b[0;36mf\u001b[1;34m()\u001b[0m\n",
1337 "\u001b[1;32m 1 \u001b[1;33m\u001b[1;33m\u001b[0m\u001b[0m\n",
1338 "\u001b[0m\u001b[1;32m 2 \u001b[1;33m\u001b[1;32mdef\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mx\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
1339 "\u001b[0m\u001b[1;32m----> 3 \u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[1;36m1.0\u001b[0m\u001b[1;33m/\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mx\u001b[0m\u001b[1;33m-\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
1340 "\u001b[0m\u001b[1;32m 4 \u001b[1;33m\u001b[1;33m\u001b[0m\u001b[0m\n",
1341 "\u001b[0m\u001b[1;32m 5 \u001b[1;33m\u001b[1;32mdef\u001b[0m \u001b[0mg\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0my\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
1354 1342 "\u001b[0m\n",
1355 1343 "ipdb> exit\n"
1356 1344 ]
@@ -1369,7 +1357,7 b''
1369 1357 },
1370 1358 {
1371 1359 "cell_type": "code",
1372 "execution_count": 39,
1360 "execution_count": 42,
1373 1361 "metadata": {
1374 1362 "collapsed": false
1375 1363 },
@@ -1378,14 +1366,14 b''
1378 1366 "name": "stdout",
1379 1367 "output_type": "stream",
1380 1368 "text": [
1381 "Are you enjoying this tutorial ?Yes !\n",
1382 "enjoy is : Yes !\n"
1369 "Are you enjoying this tutorial? yes\n",
1370 "enjoy is: yes\n"
1383 1371 ]
1384 1372 }
1385 1373 ],
1386 1374 "source": [
1387 "enjoy = raw_input('Are you enjoying this tutorial ?')\n",
1388 "print 'enjoy is :', enjoy"
1375 "enjoy = input('Are you enjoying this tutorial? ')\n",
1376 "print('enjoy is:', enjoy)"
1389 1377 ]
1390 1378 },
1391 1379 {
@@ -1404,7 +1392,7 b''
1404 1392 },
1405 1393 {
1406 1394 "cell_type": "code",
1407 "execution_count": 46,
1395 "execution_count": 43,
1408 1396 "metadata": {
1409 1397 "collapsed": false
1410 1398 },
@@ -1415,7 +1403,7 b''
1415 1403 },
1416 1404 {
1417 1405 "cell_type": "code",
1418 "execution_count": 47,
1406 "execution_count": 44,
1419 1407 "metadata": {
1420 1408 "collapsed": false
1421 1409 },
@@ -1427,7 +1415,7 b''
1427 1415 },
1428 1416 {
1429 1417 "cell_type": "code",
1430 "execution_count": 48,
1418 "execution_count": 45,
1431 1419 "metadata": {
1432 1420 "collapsed": false
1433 1421 },
@@ -1435,296 +1423,1008 b''
1435 1423 {
1436 1424 "data": {
1437 1425 "image/png": [
1438 "iVBORw0KGgoAAAANSUhEUgAAAXoAAAEKCAYAAAAcgp5RAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n",
1439 "AAALEgAACxIB0t1+/AAAIABJREFUeJztnXt4VdWZ/78nJBDCJRBCEkgCIQmXgNwsmCkaDQpSQPF+\n",
1440 "QQtUcEpVtNP2acfO/KZFn9Zi1c5MSzti6wXqCIhWwQoolIkgFFMFQQUhIIHcSCAQCJCQ5Jz9+2O5\n",
1441 "ITk5l31Za+2193k/z5NHQvY5exmS7/me7/uud/k0TdNAEARBeJY4pxdAEARBiIWEniAIwuOQ0BME\n",
1442 "QXgcEnqCIAiPQ0JPEAThcUjoCYIgPA4JPeEJiouL8eKLLwIA/vd//xfTpk0z9fjFixdjzpw5XNf0\n",
1443 "yiuvoKioKOzXZ8yYgT//+c9c70kQoSChJ5SmuLgYKSkpaGlpiXidz+eDz+cDANx///147733Ln0t\n",
1444 "Li4OX3311aXPS0pKkJ2d3enxslm/fj33FxeCCAUJPaEs5eXlKC0tRVpaGtatW2fruaLtC1Rt36Df\n",
1445 "73d6CYSHIKEnlGXFihWYMmUK5syZg+XLlxt+XPvI5NprrwUAjB07Fr1798aKFSswY8YMVFdXo1ev\n",
1446 "Xujduzdqamo6PcfOnTsxadIk9O3bF+PGjcMHH3wQ9n4VFRW4/fbbkZaWhtTUVDz66KMdvv7jH/8Y\n",
1447 "KSkpyM3NxcaNGy/9ffu46ZVXXsHVV1+NH/7wh0hNTcXixYuxfPlyXH311Xj00UfRp08fFBQUYMuW\n",
1448 "LYa/DwShQ0JPKMuKFStwzz334O6778Z7772Huro608+xdetWAMDevXtx9uxZzJ07Fxs2bMDAgQPR\n",
1449 "2NiIs2fPYsCAAR0eU1VVhZtuugk/+9nPcPr0aTz77LO44447cPLkyU7P7/f7cdNNN2HIkCE4evQo\n",
1450 "qqqqMHv27Etf/+ijjzBixAjU19fjJz/5CRYsWHDpa+3jJgAoLS1FXl4e6urq8O///u/QNA2lpaXI\n",
1451 "z89HfX09nnjiCdx+++04ffq06e8DEduQ0BNK8uGHH6KqqgqzZs3C0KFDMXLkSLz22mtcnjtaTPPq\n",
1452 "q69ixowZ+Na3vgUAmDJlCiZMmID169d3ura0tBQ1NTV45pln0L17d3Tr1g2TJk269PXBgwdjwYIF\n",
1453 "8Pl8mDt3LmpqasK+YA0cOBCPPPII4uLikJiYCABIS0vD97//fXTp0gV33303hg8fjnfffdfq/zoR\n",
1454 "o5DQE0qyfPly3HjjjejVqxcA4K677jIV39jh6NGjWLNmDfr27XvpY/v27Th+/HinaysqKjB48GDE\n",
1455 "xYX+VcrIyLj056SkJADAuXPnQl4bXCAGgMzMzA6fDx48GNXV1Yb/XwgCAOKdXgBBBNPU1ITXX38d\n",
1456 "gUDgUqxy8eJFNDQ0YO/evRgzZoyt54/WYTNo0CDMmTMHL7zwQtTnys7OxrFjx+D3+9GlSxfu66qq\n",
1457 "qurw+dGjR3HLLbfYug8Re5CjJ5Tj7bffRnx8PPbv3489e/Zgz5492L9/P4qKirBixQrTz5eeno7D\n",
1458 "hw93+Ly+vh5nz54Nef23v/1tvPPOO3j//ffh9/vR3NyMkpKSTqILAIWFhRgwYAAef/xxXLhwAc3N\n",
1459 "zdixY4fpNYajrq4Ov/3tb9Ha2oo1a9bgwIEDmDFjBrfnJ2IDEnpCOVasWIH58+cjKysLaWlpSEtL\n",
1460 "Q3p6OhYtWoTXXnsNgUAg4uODi5yLFy/GvHnz0LdvX7zxxhsYMWIEZs+ejdzcXKSkpKCmpqbDY7Ky\n",
1461 "srB27Vo89dRTSEtLw6BBg/Dcc8+FvG9cXBzeeecdHDp0CIMGDUJ2djZef/31kOvQ/87ImnUKCwtR\n",
1462 "VlaG/v374z/+4z/wxhtvoG/fvpG/gQQRhM/uwSPz58/Hu+++i7S0NHz22Wchr3nsscewYcMGJCUl\n",
1463 "4ZVXXsH48ePt3JIgYoJXXnkFL774IrZt2+b0UgiXY9vRP/DAAx16g4NZv349Dh06hLKyMrzwwgt4\n",
1464 "6KGH7N6SIAiCMIFtoS8qKor4VnLdunWYN28eAPY2tKGhAbW1tXZvSxCeJ1ycQxBmEZ7RV1VVdWgb\n",
1465 "y8rKQmVlpejbEoTrmTdv3qUNXwRhBynF2OAyALkUgiAIeQjvo8/MzERFRcWlzysrKzttAgGA/Pz8\n",
1466 "Di1wBEEQRHTy8vJw6NChiNcId/SzZs261Pu8c+dO9OnTB+np6Z2uO3z4MDRNc+3Hz3/+85B/7/dr\n",
1467 "uP9+DVOmaDhzpuPXWls1zJ2rYcYMdp1qa3fq4803NRQVaQgENLz7roaRI9mfVV//8eMakpM1tLRo\n",
1468 "GDZMQ2mp89//Bx/U8MtfarjmGg1vvSX35+fZZzXcc4+Gvn01VFaK//5Pm6bh5ps13H03n/WH+35m\n",
1469 "ZGj40Y/k/VxF+zBikG0L/ezZszFp0iQcOHAA2dnZeOmll7Bs2TIsW7YMADtcITc3F/n5+Vi4cCH+\n",
1470 "8Ic/2L2lq3jySeCrr4B164DevTt+LT4e+NOfgDNngGefdWZ9KvLqq8B3vgP4fMD06UBjI7B/v9Or\n",
1471 "is7//R9w3XVAQgIweTLAcd+UZXbsAGbOBK69FtizR+69P/4YuOkmdv933hF7L00Ddu8G5swBjhwR\n",
1472 "d589e4D//E9g6FBx9xCB7ehm5cqVUa9ZunSp3du4kg8+AJYtA3btArp3D31NQgLw5z8DEycC994L\n",
1473 "DBokd42q0dAA/O1vwMsvs899PiYW77wDjBzp7NqisWULcMMN7M9XX83W/P3vO7ee1lZmMoYPB664\n",
1474 "AvjLX+Te/9AhID8fqKsT/0JdUwMEAkBREfDww2Lu0dYGfPEFe+H6egSTa6CdsZwoLi7u8HlLC/Dd\n",
1475 "7wLPPw8ETcHtxJAhwKJFwL/9m7j1RSJ47U6ybRtw1VVAcvLlv7v55siOUJX1l5QwJw8AkyYB27cz\n",
1476 "pxkNUesvKwOys4HERCb0n38u5DZh13/4MBP6wYOBo0fF3Ftn925g/HggPR24cIG9CzSK0e9/WRn7\n",
1477 "XXabyAMk9NwI/mH5r/9ib++Mzp/64Q+B995jP0yyUUUoASb0wcesFhezd0XNzaEfo8L6m5qAY8eA\n",
1478 "ggL2eW4uc4BGOolFrX/fvsvvgoYPB8rLw38P7RBq/adOAX4/0K+fHKE/eJB9730+ZpzMxDdGv/8H\n",
1479 "DwIjRlhbn9OQ0Augqgr49a+Z2Buld2/gkUeAZ54Rty43EErou3cHhg0D9u51Zk1GKCsD8vJY3QVg\n",
1480 "glNQwMTBKb74Ahg1iv25a1f24nPggJx7627e55Mj9LW1gD4ROjeXRVa8OXkSSEvj/7wyIKEXwM9+\n",
1481 "xmKb/Hxzj/ve94A1a1hxNha5cAH47DOgsLDz1yZOBP7xD/lrMsqXX3Z2e/n5LKd2ivaOHmDr+/JL\n",
1482 "Ofc+dIi98AFAaipw8aK5OMUstbWXRVik0Kem8n9eGZDQc6a8HHj7beDHPzb/2IwMYNo0wMIkXk+w\n",
1483 "Zw8To6/P5+jAhAmsi0NVVBT6o0dZjKGTlcXebcpAd/SAHFdfW8vyecB8dGOUEydI6ImvWbIEWLgQ\n",
1484 "sDpJdsGC2BX6vXuBsWNDf82Njn7oUGeFvqoKaL83MTMTkHU4VWUle2HRkSn0GRms04c3J08C/fvz\n",
1485 "f14ZkNBzpLISeP114Ac/sP4ckyez53Ey23WKPXuAcIdHjRrFRLO1Ve6ajHLggFqOPhBg4te+4ysz\n",
1486 "U56jr6u7LLyAXKHv1w+or+d/D4puCADAb34DPPCAvVf9+HjgnnsAA9sTPMeePeEdfbdurFVQ1SkZ\n",
1487 "7TNpnbw8tt4o56QIoa4O6NOHFWF1Bg6U5+hPnOj4ezBwIBDiyF0uaBr7/9Uz+pQUMUIf/P/kJkjo\n",
1488 "OXHuHLB8OfDYY/af6847gbfesv88biIQYIXYSMfByiwmmuHsWdZKGBzX9ezJ9gPU1MhfU3BsA8h3\n",
1489 "9O07VFJTmSMWQUMD68xKTGSfk6PvDAk9J/78Z9bvPXiw/ef65jeZ8xK5lVs1jh1jLaYpKeGvUVXo\n",
1490 "KyrYu41QQ1mzs9nXZVNdzVx0e3RHb2QTl11OnOgo9P36iRP69rGNfi8S+o6Q0HNA04Df/Q549FE+\n",
1491 "z9elC9sNum4dn+dzA6GKmcGoLvShkFkAbU8oR9+zJxu50dAg9t4tLayVsk+fy38n0tEHC32PHmyz\n",
1492 "Gs/NYRcvsk1x7XdsuwkSeg787W9MnK+7jt9zzpjBdsrGCgcPsk1RkXCj0A8cKC8uaU8oodfXI/qF\n",
1493 "R3e+ce3UJTVVjMsGOgu9z8feGZ46xe8e9fXsnYJbj9IgoefA88+zXa08fwgmTwY+/JC5o1jg4EG2\n",
1494 "TT8Sw4fL29lphmPH1HP0oaIbfT2iX3hCFS1FRjfh7sfzhcXNsQ1AQm+bkyeBzZuB2bP5Pm9KCuvD\n",
1495 "Li3l+7yqYsTR9+vH3pKLjh7MoqKjDyf06enMAYskuBALXBZ6EfWBhobOhXAS+o6Q0NvktddYni4i\n",
1496 "u7v+ejb6NhYwIvT6wKrycilLMoyKGX24zT0iIxSd4EIswLpiEhKA8+f536+hofPvH2+hD/Vi4iZI\n",
1497 "6G3y0kusd14EN9zA8n+v09TEeqyNdCzl5KjXjaSiow/nQEV1pLSnri70i4yo+ObMmY6FX/1ePP8/\n",
1498 "z55153hiHRJ6G+zezX7IRE3JLSoCPvlEjAtSia++YiIfb+AYHBUdfbiYBJDbu96ecEIvsvtFJ5zQ\n",
1499 "i7r3mTOdHT3vYmxjY+cT4twECb0NXnqJHXkXJ+i72KMHcOWVrCjrZY4eZU7dCKo5+nPn2GapcCKQ\n",
1500 "nMzqCiInNwbT3MzaAUM5UBmO/tQpdp9gRMVGDQ1yHD0JfQzS3MzGFMybJ/Y+sZDTHz1qfKOZqMmE\n",
1501 "VtHnoIfruPL5mNuXuTu2vp6Jaqg1yXD04fJskdGNaEdP0U2Msm4dm8ti1Ila5eqrgb//Xew9nObo\n",
1502 "UeNn5ebkqBXdBPdwhyItTcw0xXBE6hCR4ehDOWxA3ItMqPslJzNx5gVFNzHKq6+Kd/MAG8+7axd7\n",
1503 "++9Vjh0z7uhVE/rjxy+fbBSO/v1ZJ4osIgm9LEcfSuh5u2ydUI6+Vy++Qk+OPgZpaAA++AC49Vbx\n",
1504 "9+rTh3V0iDrYWQXMRDfJyawXm+cvsR2OH4/u6FUSet3Ri5x3E07oe/cW8+8W6n69e/Oti1BGH4O8\n",
1505 "/TbLzmX9wxcWAh99JOdeTmBG6H0+dqCFkUO3ZdD+rNJwqBTddO/OmgcuXBB3/3BCn5zM/5jMixfZ\n",
1506 "u93u3Tv+PW9HT9FNDLJ6NZsZLwsvC31LCxPBUHNZwqGS0LvN0QPi4xuZQq/30AcXnkU4eopuYoj6\n",
1507 "emDHDuCmm+Td08tCX1nJTkEy0kOvI/Ps02gYcfSqCb3IgmxTE/uvPhu+PaKEPtSudHL0HSGhN8lf\n",
1508 "/sIO8O7ZU949R49m8YYquTRPzHTc6GRmusvRqxTdAOIPAQnl5gH+nTBA6F2xABP6xkZ+tQhy9DGG\n",
1509 "7NgGYDNCxo1T+3Bsq5jpuNFRKbox0l7phKMPtWFJR9RRe0Bkoe/dm7+jDzXnBmC/MwkJl99h2IWK\n",
1510 "sTFEbS3w8cdsVrxsvBrfmCnE6qgk9KEGeAUjW+ijDeDq04e/4La/dyRHLyqjDwWvLp+2Nlb0TUqy\n",
1511 "/1xOQUJvgjfeAGbO7Fzhl8GECWzujdewKvQqZPQXL7JicrS39LrQyzjCDwBOnw4vfoC3hD6cowf4\n",
1512 "FWQbG9m/sVsPHQFI6E3hRGyjM24csGePM/cWiRWhVyWjr69nMUg0AejWjblBWXP0jTh6UWuJJPTd\n",
1513 "uzN3zPMwnUiRCq+CrNsLsQAJvWGqqtimpWnTnLn/0KFsXorM4VgysCL0qanMGba2ilmTUfTj5Ywg\n",
1514 "K77RtMhiCzgn9D4f/4LsuXPh31HxcvRuL8QCJPSGWbMGuOUW5s6cID4eGDkS+OwzZ+4vgkAg8iz3\n",
1515 "cMTFMbGX2ckSCjNC36+fmO3/wZw7x1obExLCX5Oc7IzQA/wLsufOhe+A4+Xo3V6IBUjoDeNkbKMz\n",
1516 "dqy34pu6OvbL2KOH+cdmZIg/Ei8aZoRe1JyXYKLl84Bzjh7gn9NHEnpexVg9o3czJPQGOHoUOHSI\n",
1517 "nfjkJF4T+spKVli1goyzT6OhotAbOfJOZDE23AYmHd5CH0mE9V56u0R6MXELJPQGeP114LbbIr8d\n",
1518 "lsHYscCnnzq7Bp5UV5sbfdAeNwq96PHAgPOOPpr7daOjP3/e3a2VAAm9IVSIbQBgzBhWEPb7nV4J\n",
1519 "H2pq2PgDK6Sns12pTqJiRm/E0YvM6KMVLkUUYyNl9Dwc/YUL1uJFlSChj8KhQyxiuO46p1fCnFhq\n",
1520 "KnD4sNMr4UOks1ajQRl9aFRw9JEKlyKiGxmOnoTe47z+OnDHHeaGbonESzm9HaF3Y3Qjy9FHE/qk\n",
1521 "JNaaevEi//tHi25EdN1EyuhJ6Bkk9FFQJbbR8ZLQ241uSOg7YyS68fnEFWSjRTe9ejFx5kWk6KZH\n",
1522 "DybSdiGh9zhffskGRF1zjdMruczo0d45bcquo3dTRq9SdAOIGUcARI9uevbkK/SRohueQk/FWA+z\n",
1523 "ejVw111sg44qjBwJ7N/v9Cr4EEvRjUrFWEBcTh8tuuFVINWR4eipGOthNE292AZgoxCOHhWTr8qk\n",
1524 "rY0JZbTJj+Ho18/ZMQiBAHPPKSnGrlfN0YsQ+rY2oLk5sijydPStreyeoQ45ASi6aQ8JfRg+/5z9\n",
1525 "A//TPzm9ko507Qrk5ABlZU6vxB61tayDyGqRu0sX9niZ43/bc+YM++U3urdCz8RFt8ZG27CkI6LF\n",
1526 "8tw59j2JNOStZ09+jv78efZ84e5HQn8ZEvowrF4N3H23mqNJCwrcH9/YKcTqOJnT19dHPsUpmC5d\n",
1527 "WGwhakeqjtHt+rzPVNXvHW0mDM9ibKR8HmBfo4yeQUIfAk0DVq1SL7bRKSgA9u1zehX2sJPP6ziZ\n",
1528 "05vJ53VkxDdGhZ53Vm703jyjm2ijCSijvwwJfQh27WJi/41vOL2S0HihIBuLQi9yo5KO0dnpIoTe\n",
1529 "yDhfntFNpB56gKKb9pDQh2D1auDee9WMbQCKbnSc3B1rVehViW5EOXqVopvERFawtVsXIaEHsHHj\n",
1530 "RowYMQJDhw7F008/3enrJSUlSE5Oxvjx4zF+/Hj84he/sHtLoWga2w2ramwDACNGAAcPunvmTSw6\n",
1531 "epEzZgBjXS86sRDd+HwsW7fr6r2Q0dva2O/3+7Fo0SJs3rwZmZmZmDhxImbNmoWCgoIO11133XVY\n",
1532 "t26drYXK4qOP2JFno0c7vZLw9OjBRO7IESA/3+nVWIOX0Dt1jq6Kjt5I14uOU9GN7rLb2uyPFTEy\n",
1533 "PliPb+wcHBLzGX1paSny8/ORk5ODhIQE3HvvvVi7dm2n6zRZpyJzQO+dVzW20Rk50t0FWV5dN+To\n",
1534 "L2PmbFOnohufj5+rj5bRA/Zzek1jQu92R29L6KuqqpDd7hy4rKwsVFVVdbjG5/Nhx44dGDt2LGbM\n",
1535 "mIF9CquT3385n1cdt+f0PBy9GzN60UJv9CQkp6IbgF9B9ty56AJsV+ibmtjxoV26WH8OFbD15sln\n",
1536 "wPZeeeWVqKioQFJSEjZs2IBbb70VBw8eDHnt4sWLL/25uLgYxcXFdpZnmq1bmXiMGCH1tpYoKAA+\n",
1537 "/NDpVVijrY21GVrdFavjRkd/5IiY9QDmDrEWFd0YeUfBy9EbiVTsCr2K+XxJSQlKSkpMPcaW0Gdm\n",
1538 "ZqKiouLS5xUVFcgKOhuuV7ufvOnTp+Phhx/GqVOnkBJi73h7oXeC114DZs92dAmGGTYMePllp1dh\n",
1539 "jdpaJpJ2M9qUFOaQ/X75joscfWfOnTN2YhivzhujQm/nXirm88Em+Iknnoj6GFvRzYQJE1BWVoby\n",
1540 "8nK0tLRg9erVmDVrVodramtrL2X0paWl0DQtpMg7zcWLwF/+ona3TXuGDnXvGITjx9k7J7vExzPR\n",
1541 "EN2bHgqrjl5kMVYFoTciiryiGyPZOQ9Hr5rQW8GWp4qPj8fSpUsxbdo0+P1+LFiwAAUFBVi2bBkA\n",
1542 "YOHChXjjjTfwP//zP4iPj0dSUhJWrVrFZeG8ee89YNQoYNAgp1dijIwMlh8aOWhCNWprWezCg9RU\n",
1543 "NkrarOjaxcxAMx0Zjt7JYqw+eyYabotuYl7oARbHTJ8+vcPfLVy48NKfH3nkETzyyCN2byOclSvd\n",
1544 "E9sArHshP5+5+okTnV6NOUQI/fDhfJ7PCG1t7EXWiKi1RyVHr4utpvHrMDMqijzPcpXh6FXL6K1A\n",
1545 "O2PBfuA3bGCz593EsGHujG9ECL1M9AmRZgVStKM3U4yNj2fdJBcu8Lu/meiGl6MXLfQqZvRWIKEH\n",
1546 "sG4dMGmSuWmEKjB0KNsh6zbq6ux33Og4IfRW4zKVHD3AP74xGt3wLMbKEHpy9B7BbbGNjlsLsjwd\n",
1547 "fb9+rDAqk4YGYzPfg0lOZq5b1P5BMxk9wO/wbB2j0U2PHnxeYIzEKnZHFTc1sZ3ybifmhb6+nvXP\n",
1548 "33qr0ysxDwm9uxx9fDwbAcDzzNT2qODojQo9j8hIhqMnofcIb74JTJtm7hdEFfSM3kUTJgDErtAD\n",
1549 "YnN6p4XeyOwZgO+ceBJ6Y8S80L/6KnDffU6vwhp6S6FsobOL2zP6M2esC73InN5MMRZw1tHLEvqk\n",
1550 "JHvvHiij9wCHDwNffgnMmOH0Sqzh87kvvvH72fiD/v35PB85+ss46ehbWtiB6V27Rr/WrvjqGOmI\n",
1551 "SUpirtwq5Og9wIoVrAhr5IdTVdwm9CdPMrGzO/5Ap18/dwm9SEdvpRjL86BuoyOSZTr67t3tvaiQ\n",
1552 "0LucQABYvhz4znecXok9hg1zV4tlXR2/fB4gR98eJx290dZKgI/Qa5oxEbb77oGE3uVs3crcz7hx\n",
1553 "Tq/EHvn5wKFDTq/COLW1/PJ5AOjbl2XTbW38njMaqjp6JzN6M6MCeAh9czPb8BUXRcF4ZPQk9C7m\n",
1554 "lVeYm1f9gJFo5OaKHX3LG54dNwCbWtmnD5s9IwsVHb2mGTuIoz08hd7orliAT0ZvdDQBj4yeirEu\n",
1555 "5dw54O23gfvvd3ol9snNBb76yulVGIe30APy4xsVHf2FC6zWZKb24eboxmg3DGX0jJgU+jffBIqK\n",
1556 "+AuOE6SlsR9GkVvrecI7owecEXorO2MBcY7ebCEWcHd0Y1ToKaNnxKTQv/SS+4uwOj6fu+Ib3hk9\n",
1557 "IL/zRkVHb7YQC7g7ujE6bIyEnhFzQr9vH+tSCTofxdW4Tei94OhVy+jNFmIB56IbPTcPBKzfz0x0\n",
1558 "09xsffc4bZhyKS+8AMyfDyQkOL0SfgwZ4p6cXpTQyxps5vczUbM6MiM5WVx047TQG3X0cXFs5o+d\n",
1559 "IqlRAY6LY7WL5mZr9/GKo+e0bcUdNDWxkQcff+z0SviSmwscOOD0KowhKqOXdUi4fgB2tLa+cPTp\n",
1560 "Iy66cUtGD1zO6a3OejfjtPX4xopge0XoY8rRv/46cNVVQE6O0yvhi1s6bzSN75wbHZnRjd2jG73q\n",
1561 "6I0ONNOROYPGToslCb0LWbYM+N73nF4Ff9wi9A0N7C17YiLf55VZjLUr9KIcvQoZvRVHb+d+Zh29\n",
1562 "FWjDlMvYuxeoqHDvALNI5OQAR4/aK27JQEQ+D7jL0SclsQFgLS381gRYc/Q9egAXL/LZVSxb6M04\n",
1563 "eju99LRhymU8/zzw4IP8hmmpRFISGwVQXe30SiIjIp8H3CX0Pp8YV29F6H0+Jrg8DkIx014J2D98\n",
1564 "xMxZrlYdvd/PXgTdPPRQJyaE/tQpYNUq4LvfdXol4nBDfCOihx6QL/RWN0vpiMjprRRjAX7xjZn2\n",
1565 "SoCJryxHbzWj1/N5t49JAWJE6JctA265BRgwwOmViMMtQi/C0ScnM7GSMdjMrqMHLp8dyxMrjh7g\n",
1566 "K/Rei268UogFYqC9sqUF+N3vgI0bnV6JWNywaUqU0LcfbMbrQJNw8BD63r35RzdWirEAP6G3Et3I\n",
1567 "dPRWhN4rm6WAGHD0q1YBo0YBY8Y4vRKxuMHRi8roAdZ5I2PTFDn60JiNbnhk9KKF3kuO3tNCr2nA\n",
1568 "c88BP/qR0ysRjxt2x4rK6AEgJYXVYkTDy9GLEHqnM3ozjt5NGb0X8LTQb9nCcttp05xeiXjc4OhF\n",
1569 "RTeA+xy9Cl03AHsMj64blfvoKaP3uND/+tfAD3/ojap5NAYOZBk1j0OXReEFoT9zRk1Hbyej59Ve\n",
1570 "KTu6Ed1e6ZXNUoCHhf6jj4D9+4E5c5xeiRzi4tjGqfJyp1cSHpEZPUU31oS+Z0/7Qq9p5oQXcEcx\n",
1571 "1iubpQAPC/2TTwI//ak3NjsYReX45vx5tgHFjOszA0U31oXebkbf3MymwXbpYvwxlNHLxZNC/49/\n",
1572 "sJEH8+c7vRK5qFyQ1WMbUTGam4Set6NvaWHjL6zMEOLh6M3GNgD10cvGk0K/eDHw+OPslPhYIjcX\n",
1573 "OHzY6VWERsTUyvbIiG4CAevOuT28hV5fk5UXUR5Cb2XcMLVXysVzQl9SwrL5Bx90eiXyGTJE3Yxe\n",
1574 "ZD4PyHH0Z88yYTQTUYSCd3RjtRALOCv0qkc3tGFKUTQN+MlPgF/+MvbcPAAMHsymWKqIaEcvQ+h5\n",
1575 "xDaAOEdvBV7RjVmht5PR68Vfo26bHL3HhH7NGvb2+p57nF6JM8Sy0MuIblQWeiubpQA+7ZVmd8UC\n",
1576 "9hx9SwvrMjN6HChl9B4S+gsXgH/9V9Y7b/WYN7fTrx/7JeDduscDcvSX4R3dOO3oZWf0Zls5ydF7\n",
1577 "SOifeoodE3j99U6vxDl8vsuHkKiGaKHv2RNobbV+CLQReAl9r17sxVjT7D8X4LzQW4lu7Dh6s9m5\n",
1578 "nYyehF4hDh5kB4v85jdOr8R5Bg9WsyArWuh9PvHxDS+h79qVxQ68djHbLcba7aO3Et3YyejNCr2d\n",
1579 "6IaKsYoQCAAPPcQ2R2VmOr0a51E1pxc5/kBHdHzDY/yBDs8Jlk47eivRTfful/v/zWLF0VN043L+\n",
1580 "8Af2g/b97zu9EjVQVehFO3pAvNDzcvQA34KsnWKsLvR2YiQrQu/zWXfaJPTmcbXQl5WxzVHLl3vz\n",
1581 "LFgrqCj0fj+LVFJTxd7HLdENwLcga8fRd+3KRNfOYeVWdsYC1uMbK9FNU5P5FzMSegW4eBG4/37g\n",
1582 "Zz8Dhg93ejXqoGIx9tQpJmyiX4xlOHq758Xq8HT0djJ6wH6LpRVHD1gvyJoV+oQE9mLW2ir2Pirj\n",
1583 "WqF/7DGBCpV3AAAezUlEQVRg0CDg0UedXolaqFiMlRHbALEd3dgRers5vR2htxKpWLmflfjGS47e\n",
1584 "lYHHn/4EbN0KlJbGxqx5M2RksEhApR9SWUIfy9GN1YwesC/0VtorAXmOHrgs9Gb+/VT6HbKL6xz9\n",
1585 "X/8K/L//B7z1lv3hUl4kLg7IygKOHXN6JZchR98Zrzl6lTN6/V5me+lJ6B1i61bggQeAtWuBESOc\n",
1586 "Xo26qFaQJaHvjGpCb6eXXnZ0Y0XorXT40IYpB3j3XeDOO4GVK4HCQqdXozaqFWQpuukMz+jGbjE2\n",
1587 "lqIbM9CGqXZs3LgRI0aMwNChQ/H000+HvOaxxx7D0KFDMXbsWOzevdvU82sa65V/8EHgnXeAKVPs\n",
1588 "rtj7qFaQ9YKjDwSYoNrJwtujmqN3IrqRLfQU3VjE7/dj0aJF2LhxI/bt24eVK1di//79Ha5Zv349\n",
1589 "Dh06hLKyMrzwwgt46KGHDD//8ePArFms+LptGzl5o6gW3cjYFQswoRfl6BsbmTDxahFVZcMU4Fx7\n",
1590 "peyM3oyj11sxjU7IVB1bQl9aWor8/Hzk5OQgISEB9957L9auXdvhmnXr1mHevHkAgMLCQjQ0NKC2\n",
1591 "tjbi8544AfzbvwGjRgFjxwI7dwL5+XZWGluoJvQyo5v6en7DwtrDc/wBwC+68fuZ87QitDpORjdW\n",
1592 "M3orIxfM3MtLbh6wKfRVVVXIzs6+9HlWVhaqqqqiXlNZWRny+Z58Epg8GcjLA06fBj75BPjFL2Lr\n",
1593 "gG8exKrQJyYyB2Z3dksoeG6WAvg5+nPnmFu1M5rbbdHN+fPiHb2XNksBNvvofQab2LUgixXucZs2\n",
1594 "LUZ2NtsENXVqMXJyiu0sL2bJymJxSWurGm89ZQk9cDm+4d16y7MQC/AbasbjDNuePVlMagW/n+1S\n",
1595 "t+J+k5KAmhrzj5OR0avs6EtKSlBSUmLqMbaEPjMzExUVFZc+r6ioQFZWVsRrKisrkRlmzOS2bYvt\n",
1596 "LIf4moQElolXVbEOHCdpamJCwKuIGQ09vhk8mO/z8hb63r35RDd283nAXnulLrpWNi6q3F6pstAX\n",
1597 "FxejuLj40udPPPFE1MfYim4mTJiAsrIylJeXo6WlBatXr8asWbM6XDNr1iysWLECALBz50706dMH\n",
1598 "6TIqczGOKp03J04wNy9rB7OozhsRQq+So7ca3VgdaAao3V6pstBbwZajj4+Px9KlSzFt2jT4/X4s\n",
1599 "WLAABQUFWLZsGQBg4cKFmDFjBtavX4/8/Hz06NEDL7/8MpeFE5FRJaeXGdsA4jpvRAh9YyMrHNt5\n",
1600 "EXRa6K123ADWxwfLEHovbZYCOMy6mT59OqZPn97h7xYuXNjh86VLl9q9DWGSWBV6PbrhDW+h79KF\n",
1601 "Ccm5c/aE2u5mKcBee6UdoZft6M0YAC9tlgJctDOWMIcqu2OdcPRuEHqAT3zjtKO32loJ2Oujp/ZK\n",
1602 "c5DQexRVHH1tLUU34eDRecOrGGvH0dvJ6FWNbsjRE65AlWJsXZ2cXbE6boluAD6dN047eieiG1l9\n",
1603 "9OToCeUZNAiorLR2+DJPKLoJD4/ohkdG72R0Y9bRt7ayn2mz+0Os9NGToyeUp3t3Fg1Y3QjDC690\n",
1604 "3Zw5w3dnLMBnDAIvR2+1j95udGPW0esCbLZTyWxGT46ecA0qFGSp6yY8qhRju3ZlbZ5WDgi3215p\n",
1605 "VuitjiagjJ7wLCoUZL0U3fB29LyE3m4x1uez3mJpJ7rp3p29uJiJF+0IvZnohhw94RqcLshqGtsZ\n",
1606 "27+/vHv27cviEJ61CU3jP70SUCe6Aazn9HaiG5/PWqRCjt48JPQexmlH39DAflm6dZN3z/h4JjwN\n",
1607 "Dfyes7GRCRLvAXGqFGMBe0JvZ0Sy2fjGSg89QBk9Cb2HcVroZcc2OrzjGxH5PMCvj95Jobcz6wYw\n",
1608 "30tPjt4aJPQexulirJNCz7PzRpTQ8+qj5zEZ1InoBjDv6K300Ov3oYye8CR6Ri/ixCUjyDpCMBje\n",
1609 "nTcihV4lR2+lxdJOMRaQ5+i7dmU9+G1txq4nR0+4ht692Q+4qAOzo0HRTWTsRjea5o3oxmxGb0WA\n",
1610 "fT5zrp4cPeEqnMzpvRLdnD7Nunl4Yze6aWpixWceRWI77ZUyoxs7R/yZyenJ0ROuwsmc3imhj5Xo\n",
1611 "hpebB5zL6M1GN1YzeoAcPeFhnOylp+gmMnajG16FWMBedOOG9krAXIslOXrCVVB0Yx9RQt+zJxM5\n",
1612 "v9/a41Vw9LIzelknWpGjJ1wFRTf2ESX0cXFMtKxOjuS1WQqwJvSaZs9hA9aiGxlCT46ecBXk6O3T\n",
1613 "0CCmGAvYi2+cdvRNTayrq0sX6/e10kdvR+gpoyc8iVMZfUsLEyJRAhkJ3hn96dNiHD1gr/OGd0Zv\n",
1614 "to/ebmwDyC3GGs3o29pYnNa1q7X7qAgJvcfp14+Jrt2NOWY5cQJITWXxhGzcEt0A9jpveDp6K+2V\n",
1615 "djtuAPmO3ojQ6+fFmp15rzIk9B7H53Mmp3cqtgFYHNLUxHZC8kCk0Ls5uuHl6GV13RiNbryWzwMk\n",
1616 "9DGBEzn98eNARobce+r4fCwy4pXTi3b0VqMbp4uxdlsrATWLsV7L5wES+pjAiZzeSaEH+MU3gQAT\n",
1617 "NN6HjujEuqOXGd0YzejJ0ROuxAlHX1vrrNDz6rw5e5aJmahag92M3skNUzwyetk7Y8nRE57FiYze\n",
1618 "aUfPq/NGZMcNYL/rhhy9uXtRRk94lljL6AF+0Y3IfB6wF93wzOi7dWNthWYK2LwyetVGIJCjJ1xJ\n",
1619 "LGb0vKIb0UKviqO3ckC47OgmEACam62LsJn2SnL0hOvIyGBiYuaEHbuoIPS8HL3ITV92MvqzZ/kW\n",
1620 "ic3GN7Kjm6YmIDHRer2EMnrC08TFAdnZwLFj8u7ptNDHQnRz5oz7hd5MdGOnEAtQRk/EADJz+qYm\n",
1621 "9iFSIKPBK7pRuRh79iy/rhvAmtDbzei7d2dxTCAQ/Vo7hVj9XuToCU8jM6fXWyud3ELOM7oRLfRW\n",
1622 "HL2mOS/0PDL6uDgWxxhx2naFnjJ6wvPIdPROxzaA96ObCxfY0C0exwjqOBHdAMYLsnZHIpvJ6Eno\n",
1623 "CVcis5deBaHn2XUjuhhrJbrh7eYBZ6IbwHhBloejN5rRU3RDuBKZ0Y0qQu8GR9+jB8uo29rMPY53\n",
1624 "IRZg7ZVmRhXziG4A4wVZu8VYMxk9OXrClciObtLT5dwrHN27Xz4ByQ6ihd7nY87c7Cx4VRw9D6E3\n",
1625 "GqnIzOjJ0ROuJDOTFUl5je6NhAqO3ufjE9+I7roBrMU3Ihy9kxm9StENOXrCtSQkAAMGAJWV4u+l\n",
1626 "gtADfOIb0Y4esFaQVcXR88joZQl9YqKxVk5y9ISrkZXTqyL0PDpvZAi9lRZLFRw9r4zeTDeMHaGP\n",
1627 "i2MzfZqbo9+HHD3hWmTl9KoIvd3opqUFuHiR3zyZcFiJbpx29IEAv35zWcVYwNiLCjl6wtXIEHpN\n",
1628 "Y7UAp4uxgP3o5tQp9q5A9MYvq9GNk45e3z3KY06/rGKsfq9oOT05esLVyOilP3uW1QN4ZLd2sRvd\n",
1629 "1Nez5xCN1eiGt6M3M72Sh+jqyMroAWMtluToCVcjI6NXJbYB7Ec39fXsOURjNboR4eiNtnny6rgB\n",
1630 "5Aq9kXcP5OgJVyMjuqmuVkvoeUQ3orES3Yhw9GaiG55C37OnWkJPjp5wNYMGsfZKI5MCrVJVxXr2\n",
1631 "VYBHdCPL0butvZK30Bu5Lw+nTRk94XkSE5n41dSIu4dKQm83upHl6N24YYpnRm/0vpTRW4eEPsYQ\n",
1632 "ndNXV6sl9G5w9G7cMOWEo5cR3bS1sXe8PKeCqoBloT916hSmTp2KYcOG4cYbb0RDQ0PI63JycjBm\n",
1633 "zBiMHz8eV111leWFEnwQndOr5OhTUtzj6FVor0xMZCMyjAxY86rQ627eybMURGBZ6JcsWYKpU6fi\n",
1634 "4MGDuOGGG7BkyZKQ1/l8PpSUlGD37t0oLS21vFCCD7Eo9Jpm7fEqd92IKMb6fHILozqyhT5SRu/F\n",
1635 "fB6wIfTr1q3DvHnzAADz5s3D22+/HfZazepvGsEd0b30Kgl9167MpVo9k1VWH73Z6CYQYKInYseu\n",
1636 "0RZLtxZjo2X0XsznARtCX1tbi/Svtz+mp6ejtrY25HU+nw9TpkzBhAkT8Mc//tHq7QhO5OQAR46I\n",
1637 "ee5AgPXRDxgg5vmtYKcge+qUml03jY3M2fLYlRqMUdH1anTjVUcfH+mLU6dOxfHjxzv9/S9/+csO\n",
1638 "n/t8PvjChFrbt2/HgAEDcOLECUydOhUjRoxAUVFRyGsXL1586c/FxcUoLi6OsnzCLLm5wFdfiXnu\n",
1639 "EyeYO+3WTczzW0EvyA4ZYv6xMh29mehGRD6vY0Z0eb2gG7lnWxv7sPuzlZTEBtWFww2OvqSkBCUl\n",
1640 "JaYeE1HoN23aFPZr6enpOH78ODIyMlBTU4O0tLSQ1w34+qehf//+uO2221BaWmpI6Akx5OQAx44B\n",
1641 "fj/QpQvf51YpttGx00svy9EnJjIRa2lhcVM0ROTzOkaFvrERyM+Xd0/dzdstkiYlsc6wcLjB0Qeb\n",
1642 "4CeeeCLqYyy/+Zs1axaWL18OAFi+fDluvfXWTtdcuHABjV8HfufPn8f777+P0aNHW70lwYHERCAt\n",
1643 "Daio4P/cKgq91ejmwgVWxJXh7vRTpozGNyo4+sZGfi82iYnsRS5Stw+v4i9l9CZ5/PHHsWnTJgwb\n",
1644 "NgxbtmzB448/DgCorq7GzJkzAQDHjx9HUVERxo0bh8LCQtx000248cYb+aycsIyo+EZVobfi6HU3\n",
1645 "L6vNzkxBVrSjN1KM5dnHb6Tbh8eIYiD6QeT6VE6vETG6iURKSgo2b97c6e8HDhyId999FwCQm5uL\n",
1646 "Tz/91PrqCCHk5QGHDwPXX8/3eauqgIED+T6nXaxGN7LyeR0zLZYiNku1X4dsoQcuv5MI907F7qEj\n",
1647 "7e8T7QWFV5FZJWhnbAwiytGrtCtWx2p0I6uHXqdvX3Y+rRFERjdGC8OihD4cvKKbaPfh2U2kEiT0\n",
1648 "MQhFN9GRVYjVMSP0IqMbo+8sSOjdBQl9DKJHN7xRUejdEt2Qo1dD6Hnu+FUJEvoYJNYcvZXoJlYd\n",
1649 "vZGisKaxa3juzDUiwDyKseToiZghNZUNrzIqLEZoamIFM5niaASr0U2sOnoj0c3Fi6xThufGuGjH\n",
1650 "GPJ09JGKsST0hGfw+Vh8w9PVV1eznZKqTf2zGt3EsqOPJvROjEjm2XVDjp6IGXjHN5WVQFYWv+fj\n",
1651 "Rd++7Je3tdXc41R39CKLsdGiG56bpXSiCXBjI5+oqGtXNpOppSX01ymjJzxFbi7fgmx5ORuvoBpx\n",
1652 "ccyZnzhh7nGy2yvNzM5vaGAvDCJQ1dHzume0zVnk6AlPwTu6UVXoASA9HairM/cYWYeO6Jhx9KdO\n",
1653 "eU/oe/WK/E6C57uISC8qJPSEp8jLA8rK+D2fykKflgaEmaIdFpU3TJ0+Le5FyEh0I0Loo92XZ5dP\n",
1654 "NKGn6IbwDMOH8xX6o0fZ6VUqkp5uTugDAXUdvd/P3K2orpvERPbf5ubw1/BurQSMCb0MR08jEAhP\n",
1655 "kZ3NXKvRw6CjobKjNxvdNDSwX3aZc/X79GGRSSAQ+Tq940bEoSM60eIbJxw9RTf2IKGPUeLi2Dxx\n",
1656 "Hq6+rY1tlsrOtv9cIjAb3dTVscfIJD6ebQiKNlBMZD6vE62XXoTQG3lxoejGOiT0Mczw4cDBg/af\n",
1657 "p7qabcJS6WSp9piNbmpr5Qs9YCy+EZnP60TbHetURi/a0QcC7jh4xAok9DHMsGHAgQP2n+foUXVj\n",
1658 "G8C80Dvh6AFjLZaqOHrZGb2M6EY/dIT3yWsqQEIfwwwbxsfRq5zPA+YzeqeE3si4htOnxQt9tBil\n",
1659 "oYHVFGTeU0Z049V8HiChj2mGD+fj6FUXejdk9ACLv06ejHyNjG6gaKIr4sVG76PXtM5fa2lh3UZ6\n",
1660 "R5BdIgm9F/N5gIQ+ptEdfahfLjOUl6vbWgkw0T5xInpHi47KQi/D0aekRK4ViFhD166sIB2qrVOP\n",
1661 "bXjNUSJHT8QU/foBCQnmd40Go3pG37UrixqMjkFQWehlOPpotQIR0Q0Q/p2ErJHIXu2hB0joYx4e\n",
1662 "BVnVoxuAnWVbU2Ps2ro6luvLRhVH37dvZKEXtYZwBVneQ9TCHYBO0Q3hWewWZP1+oKICGDSI35pE\n",
1663 "MHAgawM1Ajl6+dENEF7oebdz9uoVXujJ0ROexG4vfU0NEwZehTJRmBX6/v3FricUqalqdN1Eim6a\n",
1664 "m9mLu4hec1nRjb4LOZgzZ8SNlnAaEvoYZ9gw4MsvrT/+yBH1YxvAuNDrJ2XJnHOjY8TRnzgh/kUo\n",
1665 "ktDrLzQiDpiRFd0kJ7M6QzANDST0hEe54grg88+tP76sDBg6lN96RDFggDGhr6lx7qQsI0IvI1aK\n",
1666 "tENX5DsKWdFNJEcvosisAiT0MU5+PusxjzZjJRxlZexdgeoYLcZWV7NrnaBfPyb04dpd/X4mRk52\n",
1667 "3YgWehnRDTl6Iubo0gUoKLDu6g8edI/QG3H0Tgq9vv0+3OlH9fVMZEVv0e/Th4mr39/5ayKFPtyM\n",
1668 "Hd7zffT7BL+gkqMnPM2YMcDevdYe65boxg1CD0SOb2QVibt0YQ46lLsW1UMPsOcNFRnx7jRKSGB7\n",
1669 "K4JfUMnRE55m9Gjgs8/MPy4QYOfOukHo09NZIbOtLfJ1Tgt9//7hN7DJKMTqhMvpRTr6cLN+RLSU\n",
1670 "hsrpydETnsaq0FdVMQfkht7jhARWxIzm6p0W+owM4Pjx0F+T2d8fLqf3itCHyunJ0ROeRo9uzM68\n",
1671 "OXDAHfm8zqBBbFxDJJwW+gEDwgu9TEfvdaHv06ez0JOjJzxNWhrLLKuqzD3uiy9Ye6ZbGDwYOHYs\n",
1672 "8jVOC31GRvjuIBUcfX29uK4f2Y4+OLohR094HisF2c8/B0aNErMeEURz9JrGXuycdvThhF6mo09N\n",
1673 "DT0ErrZW3BygcEIv4sUl2NFrGu2MJWIAKzn9F1+4S+ijOfrTp9lZuk7+skcTelmOPiMj9Ax/kULf\n",
1674 "ty8T3/bjpFtbWXeM6DNqz59n72q7duV7H1UgoScAmHf0muY+oY/m6PUpnE7sitWJJPQyZ/CEKwqL\n",
1675 "nOwZH8/aOts7bb2dM46zUgU7ei+7eYCEnviaK68EPvnE+PWVlWyDT79+4tbEm2iO/sgRYMgQeesJ\n",
1676 "RaRibGUlkJkpZx3p6Z3XEQiIf1cRHN+ImtYZ7OhF7g9QARJ6AgAwciTLpyONp23P3r0s7nETuqMP\n",
1677 "112kwlx9/SDz4DUGAuzfJytLzjpCRTenTrFWWpHxhiyhJ0dPxCTx8czVf/yxses//hiYMEHsmniT\n",
1678 "nMzGKYc7P7a83HlHn5jIDr8ILkqeOMFyalnjoEM5epH5vI5MoW9varzcWgmQ0BPtuOoqoLTU2LWf\n",
1679 "fOI+oQciz99XZeRyqJy+ogLIzpa3hvR0lse3L4zKOHmrX7+ObZ2ihD74HYvItlEVIKEnLlFYCOzc\n",
1680 "aezajz8GvvENsesRQaSjE1Vw9ACrJQQXjSsr5cU2ANCtG3tn0d71OuHoRQlwcLFZH0/tVUjoiUsU\n",
1681 "FQHbt4eeWtie6mqgpYUJktsI5+g1TY2MHgByc9kMofbIdvRAZzGUIfTB/fvV1WIEOHhjGgk9ETOk\n",
1682 "p7OPaG2WO3cCEyc624ZolXBn5B47xjJa3v3aVsjLA776quPfVVTIdfRAaKEX3cefmcneveiIeoHr\n",
1683 "0we4eJGdJgaQ0BMxRnExUFIS+ZoPPmDXuZHhw0NHN59/rs44h1COvrJSvqMPLsjW1DDxF0lwbCVK\n",
1684 "6H2+ji9kJPRETFFcDGzZEvmakhL3Cn1eHhOSixc7/r1K4xxyczs7+mPH5Dv6IUM6ruPQIfb9E8mg\n",
1685 "QR33OoiMrNrvWSChJ2KKqVOZY9ff0gZz6hTrTrnySrnr4kViIotvgsc9qObojxy53PGi70IuKJC7\n",
1686 "juCYS8YhM9nZbL+A388+amrEbRIjR0/ELCkprG1y06bQX9+0iRVtExLkrosnEyd2biNVSeh79GA9\n",
1687 "/3qxsLqafb9FF0KDaV+4bmxkx++J3pnbrRv7GaypYSKcksL+TgR6G+v582ymDm2YImKKW24B3n47\n",
1688 "9NfeeAO44w656+FN8H6B5mYmaCNHOremYIYNA/btY3/+7DNndiHrjl7TWGyTn89/5kwo9JxedKeR\n",
1689 "7uh1N+/G5gKjWP5nW7NmDUaNGoUuXbpg165dYa/buHEjRowYgaFDh+Lpp5+2ejtCInfeCaxdy1xc\n",
1690 "e86fB95/n70QuJlgod++HRg7ljlpVfjmN4EdO9ifnRL6fv2Y+J08KfdsYD2nr6hgfxaF7ui9HtsA\n",
1691 "NoR+9OjReOutt3DttdeGvcbv92PRokXYuHEj9u3bh5UrV2L//v1Wb6k0JdFaVRQmeO2ZmazY+tpr\n",
1692 "Ha9bswaYNEm9QWZmv/ejRrFfbv1YwU2bWG3CKUKt/+qrnRd6n+/yBrNIQs/7Z1939EeOiBX6ggJg\n",
1693 "927g3XdLhN5HBSwL/YgRIzAsyjlypaWlyM/PR05ODhISEnDvvfdi7dq1Vm+pNF4SegBYtAh49lkW\n",
1694 "awCsMParXwE/+YnctRnB7Pc+IQG4/fbLL2Tvv6+e0E+axPYrtLYC27Y5N25i1CjgH/9g74DCdSXx\n",
1695 "/tmfOBH429+A9euByZO5PnUHCgtZJLV6dYmj//4yEJq4VVVVIbtdyJaVlYUqs+fVEY5w/fWsOPnz\n",
1696 "n7OMdskStlnGrW2VwcydCyxfDmzYwKKJwkKnV9SR1FR20tUPfsBm0I8d68w6vvMd4De/AT78ELjt\n",
1697 "Njn3vPlmNmLj00+BG28Ud5+EBNZYUF4OzJwp7j4qEB/pi1OnTsXxEMOxn3rqKdx8881Rn9zn5epG\n",
1698 "DPD737NfgDffZI5++3bvFKyKilhxccYM5hxV7CJ6/nlg+nRg2TLn1nDNNaxoec01bESxDLp3ZwX/\n",
1699 "c+fET+ucOpW9oMjuaJKOZpPi4mLtk08+Cfm1v//979q0adMuff7UU09pS5YsCXltXl6eBoA+6IM+\n",
1700 "6IM+THzk5eVF1emIjt4oWpiTHCZMmICysjKUl5dj4MCBWL16NVauXBny2kOHDvFYCkEQBBGE5Yz+\n",
1701 "rbfeQnZ2Nnbu3ImZM2di+vTpAIDq6mrM/Drwio+Px9KlSzFt2jSMHDkS99xzDwpkb+8jCIKIcXxa\n",
1702 "ODtOEARBeALHd8a6eUPV/PnzkZ6ejtFuOzz1ayoqKjB58mSMGjUKV1xxBX772986vSRTNDc3o7Cw\n",
1703 "EOPGjcPIkSPx05/+1Oklmcbv92P8+PGGmhtUJCcnB2PGjMH48eNx1VVXOb0cUzQ0NODOO+9EQUEB\n",
1704 "Ro4ciZ1GT91RgAMHDmD8+PGXPpKTkyP//lqov3Kjra1Ny8vL044cOaK1tLRoY8eO1fbt2+fkkkyx\n",
1705 "detWbdeuXdoVV1zh9FIsUVNTo+3evVvTNE1rbGzUhg0b5qrvv6Zp2vnz5zVN07TW1latsLBQ27Zt\n",
1706 "m8MrMsdzzz2n3XfffdrNN9/s9FIskZOTo9XX1zu9DEvMnTtXe/HFFzVNYz8/DQ0NDq/IGn6/X8vI\n",
1707 "yNCOHTsW9hpHHb3bN1QVFRWhb9++Ti/DMhkZGRg3bhwAoGfPnigoKEC1vl3UJSQlJQEAWlpa4Pf7\n",
1708 "keKigz8rKyuxfv16PPjgg2EbGtyAG9d+5swZbNu2DfPnzwfA6onJLp1qtnnzZuTl5XXYsxSMo0JP\n",
1709 "G6rUoby8HLt370ahajuHohAIBDBu3Dikp6dj8uTJGKnSZLIo/OAHP8AzzzyDOBmTwgTh8/kwZcoU\n",
1710 "TJgwAX/84x+dXo5hjhw5gv79++OBBx7AlVdeiX/+53/GhXCzuRVn1apVuO+++yJe4+hPGG2oUoNz\n",
1711 "587hzjvvxH//93+jp6xdMZyIi4vDp59+isrKSmzdutU1oyj++te/Ii0tDePHj3elI9bZvn07du/e\n",
1712 "jQ0bNuD3v/89tm3b5vSSDNHW1oZdu3bh4Ycfxq5du9CjRw8sWbLE6WWZpqWlBe+88w7uuuuuiNc5\n",
1713 "KvSZmZmoqKi49HlFRQWyZB+jE+O0trbijjvuwLe//W3ceuutTi/HMsnJyZg5cyY+/vhjp5diiB07\n",
1714 "dmDdunUYMmQIZs+ejS1btmDu3LlOL8s0A74e+9i/f3/cdtttKA0e9K8oWVlZyMrKwsSJEwEAd955\n",
1715 "Z8QpvKqyYcMGfOMb30D//v0jXueo0LffUNXS0oLVq1dj1qxZTi4pptA0DQsWLMDIkSPxL//yL04v\n",
1716 "xzQnT55EQ0MDAKCpqQmbNm3C+PHjHV6VMZ566ilUVFTgyJEjWLVqFa6//nqsWLHC6WWZ4sKFC2j8\n",
1717 "epb1+fPn8f7777umAy0jIwPZ2dk4+PXJKps3b8YoVc6SNMHKlSsxe/bsqNdx2RlrlfYbqvx+PxYs\n",
1718 "WOCqDVWzZ8/GBx98gPr6emRnZ+PJJ5/EAw884PSyDLN9+3a8+uqrl9rjAOBXv/oVvvWtbzm8MmPU\n",
1719 "1NRg3rx5CAQCCAQCmDNnDm644Qanl2UJN8aYtbW1uO3rSWdtbW24//77caPIKWSc+d3vfof7778f\n",
1720 "LS0tyMvLw8svv+z0kkxx/vx5bN682VBthDZMEQRBeBz3lvsJgiAIQ5DQEwRBeBwSeoIgCI9DQk8Q\n",
1721 "BOFxSOgJgiA8Dgk9QRCExyGhJwiC8Dgk9ARBEB7n/wOimSfhIIMDngAAAABJRU5ErkJggg==\n"
1426 "iVBORw0KGgoAAAANSUhEUgAABK8AAAMQCAYAAADhP0bKAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n",
1427 "AAAWJQAAFiUBSVIk8AAAIABJREFUeJzs3Xm8JGV97/FPMTMMM8My7DsOggIiIpoS96XcjXG3o6Ci\n",
1428 "YlySGDVJZfHqjWYxNymviTc3iV6jaNSIjUZNTNyw3KOxFFBRFAGRfWeAgRlmq/vH8zzn9Jw5p08v\n",
1429 "VfU81fV9v16+yj6nTvdvzgzndH/79/tVVJYlIiIiIiIiIiIiIdrDdwEiIiIiIiIiIiJLUXglIiIi\n",
1430 "IiIiIiLBUnglIiIiIiIiIiLBUnglIiIiIiIiIiLBUnglIiIiIiIiIiLBUnglIiIiIiIiIiLBUngl\n",
1431 "IiIiIiIiIiLBUnglIiIiIiIiIiLBUnglIiIiIiIiIiLBUnglIiIiIiIiIiLBUnglIiIiIiIiIiLB\n",
1432 "UnglIiIiIiIiIiLBUnglIiIiIiIiIiLBUnglIiIinRNF0VejKNoZRdExHmu4Moqinb4ef1xRFL3N\n",
1433 "fs/O8l2LiIiIdIvCKxEREQlWFEVn2MBkaxRFh1d89+Uij7cmiqJvRlH0yyiKTqz48UaqoQUmqjmK\n",
1434 "ogdEUXRVFEVfj6JoddVFiYiIyOxSeCUiIiIh+217XAm8puL7jhb52AOARwJHA0+v+PG67unAUcCj\n",
1435 "MN9nERERkZEovBIREZEgRVF0GvBw4Hb7oVdHUbSy5oe9EPgg8CXgYzU/Vtd8DPgy8AHgIs+1iIiI\n",
1436 "SIsovBIREZFQvd4e3w18FzgMeEGdD1iW5c6yLF9ZluVTy7K8YeHnoyjaYMcYvzLsfqIo+qA977H1\n",
1437 "VdsuZVleV5blk8uy/I2yLNs4LikiIiKeKLwSERGR4ERRdADwImAHcA7wfvup317yi5ql8EVERESk\n",
1438 "IQqvREREJESvAvYCzi/L8mrgXGAz8Mgoik71WJdCKxEREZGGKbwSERGRoERRtAfwOnvz/QBlWd4F\n",
1439 "nGc/5rP7arEl71WeLyIiIiILKLwSERGR0DwTuA9wC/DpgY+70cEzoihaX9eDR1H0Vbuv6piBj+2M\n",
1440 "omgncIX90OPdx+z/zomi6G0D573MnveVBecds/DxlqnlYXZ/1pVRFG2JoujmKIq+GEXRmRX9WR8a\n",
1441 "RdF7oyi6NIqiu6MoujOKoiKKot+PomivZb72hVEU5VEUbYyiaFMURT+MouitURStGfI1O6Mo+sUi\n",
1442 "H3+5/dybI+OVURR9N4qiO+zHT7TnXWm/v0RRtEcURS+LouhzURTdGEXRvVEUXR1F0blRFD1j2u+N\n",
1443 "iIiIhKPuK/aIiIiIjMt1Vn2kLMvt7oNlWX4jiqKfA/cDzgb+d401LBwP/Jr92BrgdOAOzJUJnUuA\n",
1444 "G4Gv2tsnAYdirqq3ceC8LaM8eBRFK4B3Mb+0/ibge8A+wBOAJ0VR9Grg2WVZblz8Xobe/yrg/wCv\n",
1445 "sR+6A7gYWAWcAjwUeF0URc8oy/JnC758ZRRFHwdeiAkYL8Ys03+g/d/Toyh6XFmW25Z4+GGjlxHw\n",
1446 "z8CZmO/bT4A9yrL86eDXR1F0EPBZ4GHANsz3/zLgGKAH9KIoOh94cVmWtw79ZoiIiEjw1HklIiIi\n",
1447 "wYii6ATgSZiA4/2LnHKOPb4uiqI6R/J2ue+yLJ9QlmWCWSIPcGFZlsnA//66LMsPudvAF+x5b1xw\n",
1448 "3k0jPv7fYYKrGzABzGFlWT66LMtTgcMx34fHAJ+a8PvwT5jg6hbgDOCgsixPL8vyIcBRmADpWObH\n",
1449 "Nwf9EfAs4OyyLA+xdR0PPAq4FXg4k492Ps/W8xbgsLIsH1GW5ekLzokw39/TgD8BDi7L8sFlWT6q\n",
1450 "LMujMd+XH2D+HX1xWCeYiIiItIPCKxEREQnJb9ljUZbljxf5/IeAncB9gac3VtW82ndYRVH0OOC1\n",
1451 "wJXAg8uy/Pjg58uyvKUsy7OBTwKPw3QpjXP/TwVeCtwFPK4sy3PLstyx4P5fDjylLMs3LnIXxwOv\n",
1452 "KMvynMEPlmX5beDN9mZvnJoGnAb8SVmW7yjLcuuQ8x4IPKssyz8ry/LOBXV8C3g0JsA6DXjrhLWI\n",
1453 "iIhIIBReiYiISBCiKNobOMveXKzrirIsrwf+0970ubi9Tm+yx99dplPrT+3xVWPe/xvsMSvL8pKl\n",
1454 "TirL8vwlPnVRWZbnLvG5T9rjiWPW5NwK/NUI5/2fsiy/sNQny7K8GzNaCvD65fZ3iYiISNgUXomI\n",
1455 "iEgoXobZ6XQ38LEh57lg66lRFB1Xe1UNsldafBKwA/iPYeeWZfkjzL6n0+3XjXr/j8OMZQ77Hg+z\n",
1456 "ZF1lWd4G3I75e5zEBUN2Zc09DPCe5e6oLMsLMLuw1gGPnbAeERERCYDCKxEREQmFGxn8RFmWm4ac\n",
1457 "9x+YBebRwNfMigOBtcAK4N4FVyrc7X+YBet7AgeNcf9rgB1lWV4+YY3XLfP5TUw+XnntCOdsGaP2\n",
1458 "n9jjfSasR0RERAKgqw2KiIiId1EUJZgr9AGcFUXRWcPOH/DyKIreUpblPTWV1jR3Jb5twLd8FjLE\n",
1459 "3ct8ftjVBEVERETGpvBKREREQuD2V92LWSQ+igOB9ZiF5e+roygPbsWEQ6uBXy3LcnMN978FWB1F\n",
1460 "0XFTdF/5tNcYtbtA9Moa6xEREZGaaWxQREREvIqi6GjgWfbm68uyPGSU/wGfsV8zM6ODZVmWwBcw\n",
1461 "bzC+uIb73wl8FTPW96Kq778hEfDqZU+KotOAB2DGGL9ed1EiIiJSH4VXIiIi4tvrMM9JbgE+PMbX\n",
1462 "vcseHxRF0WMqr2px2+1xuYXk7rx9J3iMd9rjX0RRdMxSJ0VR9Ogoij5ir9I4jnfb4x9EUXTCkPv/\n",
1463 "tTHvt0lviqLoyUt9MoqidcA/2Zt/V5blvc2UJSIiInVQeCUiIiLeRFG0GniVvfnecUKGsiy/CXzf\n",
1464 "3vztYecudRcTfO5mYCtwahRFD3QfjKLo0AXnXWWPZwycs08URWuXLaosvwP8LXAo8O0oip4/eDVB\n",
1465 "ez+/D3wJ+HXgCcvd54L7/wImJNwH+EYURS+OomjFwP0fHEXRh4HPRFH0f8e57wb9APhsFEVvjaJo\n",
1466 "v8FPRFH0aOCbwGnABcCfeahPREREKqTwSkRERHz6dcyV8rYCfz/B17vuq+dGUXT4mF877Ip4i37O\n",
1467 "hmvnYsb6vhtF0XeiKLoceM+CU8/FLF1/URRFV0RRVGCu0nf8iLX9HqYD6zDgPOAW+1g/Am4E/hq4\n",
1468 "B3hxWZb/PuJ9DjobeC/me/9R4LYoioooii4ErsHsEbsM+JsJ7rtuJfB04IfA24Gboyj6YRRF/xVF\n",
1469 "0bWYEcFTgfOBp5RlucVfqSIiIlIFhVciIiLi029hwoh+WZY3TPD15wHXAiuA14zxdSVLd1cN+xyY\n",
1470 "ms8B7gROwYRUX9zlDsryUuC5mIDlUGADphvoxgWPs3gBxh8ADwXej1m0fgpwJPAT4E+BE8uy/MSQ\n",
1471 "OpdUluX2sixfB5wOfAC4ATgROBa4CEiBUxYsRV/u+zJ43tgljXVyWd6Cqf1s4GuYkO80YAfwSeDZ\n",
1472 "ZVk+pSzL2yaoRURERAITmb2gzev1ekcA/wFs6Pf7+4/xdYdi2r+fDhwAXAH8336//95aChURERGR\n",
1473 "IERRdCVwdFmWK5Y7V0RERGaHl86rXq/3QOA7wIMY4522Xq+3HtMK/gTgbcALgM8C7+71en9ZfaUi\n",
1474 "IiIiIiIiIuLTyqYfsNfrPRHTzv1T4NPAS8f48j8F1gOn9vt9N1rwuV6v93Pg//V6vXP7/f4PKi1Y\n",
1475 "RERERERERES88dF59TLMlYGeCIy8h6DX660GzsKMCC7ciXEOcCXw6opqFBERERERERGRAPgIr14L\n",
1476 "PL3f79895tc9BHNJ5/9Y+Il+v18CnwMeP3V1IiIiIiIiIiISjMbHBvv9/uYJv9RdWvqnS3z+UuA3\n",
1477 "JrxvEREREREREREJkJeF7RM6ANje7/fvWeLzG4E9e73e2gZrEhERERERERGRGrUpvNoH2DLk8y7U\n",
1478 "2q+BWkRERESkeSNfpVpERERmR+Njg1O4C9hryOddx9UdDdQiIiIiIg0ry/JY3zWIiIhI89oUXt0G\n",
1479 "rOz1emuXGB3cD9g6ZKxwUV/+8pf1Dp6IiIiIiIiISA2e+MQnRtPeR5vGBi+3xxOW+PyJA+eIiIiI\n",
1480 "iIiIiMgMaFPn1QWY0cFnAhcOfqLX60XA04AvTHrnVSSBIpPo9Xplv9/38u8vzvKHAe8GHm4/dAPw\n",
1481 "GeDTwH8BdxdpsiPO8jXA6cDjgecAp9rzfwi8qUiTvMm6pRo+/+1J8+IsfxPwLmAz8AbgPsATgEcC\n",
1482 "PwFOK9Jka1P16N/f7ImzfC3mudijgcuAw4F1QK9Ik/N81jZI//amE2f5U4HPD3zoG8DjijTRNMMy\n",
1483 "mvi3F2f5a4D3DHzoPkWaXFXnY3ZVnOWnYV6jAvwIeGyRJhs9ljRU6D/74iz/C+DN9ubLijT5sM96\n",
1484 "pBpVTroF23nV6/X26/V6a9ztfr+/BfgQ8Pper3fogtNfDhwLvK+5CkXaK87ylXGW/w3w35jg6gbg\n",
1485 "FcBRRZq8tkiTzxdpcmeRJjsAijTZXKTJV4s0eRvwEOAlwNXAg4Dz4yx/U5zlwf4yFOk6+2Lznfbm\n",
1486 "WUWavK9Ik7cAT8SEDA8A3uirPmm/OMtXAh/HBFfXAk8CUvvpf4yzfOFzN2kh+7v+bfbmXwI3A48B\n",
1487 "XuSrJpkXZ/lq4C325rX2qL+b+sQD//8U4FP270Am8ysD///NcZYHm1WIH0H+g+j1euuAK1jQYQX8\n",
1488 "T2Aj8I1er3d2r9d7Rq/X+wvgH4B39vv9ixouVaR14izfH/hPzAvVbcBfAfcv0uSDLqwapkiTnUWa\n",
1489 "fBQzwvvnQITp5nh3nOUr6qtcRCYRZ/l9MaHCHsCfDXbAFGmyBfgte/NP4iw/xkOJMhueg+mOvw14\n",
1490 "SpEmvwTeC3wZOBB4j97kmAlPwbzpdQvwDuCP7cezOMv39laVOGcDR2G6gF5vP3aGv3Jmnguv/ha4\n",
1491 "HjOh8M8KXcZnfz881N68FbMS6Hn+KpIQ+f4Pq2TxSx5vw/wA2KXFtd/vbwQeC3wd+FPgPOBZwO/1\n",
1492 "+/0/rLdUkfaLs/xETLfVk4GbgCcUafJHRZrcNe592W6stwJnAlsxT5I+aUcMRSQcv4e5qMm/Md8x\n",
1493 "MadIky9ifp+uxTwBF5nEM+wxK9LkJ2De7ABeiVn78Bzg6Z5qkwrYF5dvtzf/ukiTTcA5wPeAI5kf\n",
1494 "9xEP4izfC/gf9ubbMG9UbgROjbP8JF91zbiH2eMnMD/f7gJ6mOfZMp5jMG903IppWAH4H3rTQwZ5\n",
1495 "Da/6/f7b+/3+AYt8fGu/339gv99/yiKfu6Hf77+q3+8f2e/31/X7/VP6/f4/NFOxSHvFWf4gzB6r\n",
1496 "+wE/AOIiTb417f0WafIvmHdiNwLPBj6kd5xEwmDD5DPtzbfYMGExbwI2Ac+Ns/xXGylOZoZ9cfFU\n",
1497 "e/Nzg5+zu3beZW/q31a7PRWz//IWzNSDCyhdh8+bNDLl1W8AR2Ce4326SJN7gX+1n3uxt6pmlN3x\n",
1498 "dzKwA7iwSJMfYFbcgBkhlPG4rqvvAx/ArDR5MPNvjIh477wSkQbEWX4C8CVgf+CzwKOqXN5ZpMnX\n",
1499 "MF2RdwIvBN5a1X2LyFSej+m6Koo0+dFSJxVpci3zHRW/20RhMlNOxrxovgFzIY+FvmyPj2usIqnD\n",
1500 "a+0xK9LkbvfBIk2+A/wc2AtQh48/r7HHtw+8UfEv9niGOlgqdxqwAvhxkSb32I/93B6P91NSq7nw\n",
1501 "6nt2pYHb0/kW/dsVR+GVyIyLs3wDcD5wCPBF4AWDTzqrYl8YvwjYCbwtzvIXVv0YIjK2s+3x/SOc\n",
1502 "+35gO/C4OMsPqq8kmUFPs8cvLHHFue8CW4CT4yw/uLmypGKn2eNnFvmc2zv74IZqkQFxlq/C7CKF\n",
1503 "Xa8E+VVMqHwcuy7Dlum5fVfFwMcus0eFV+Nz/z6/b4/vxYwQPpxdF+NLhym8Eplh9upO52OWd34T\n",
1504 "eK5tI69FkSafA37f3vxQnOUPHXa+iNQnzvLjMMtjNwPnLnd+kSa3AznmneRn1VqczBo3MviFxT5p\n",
1505 "f+982958bCMVSaXiLF+P2UmzhfkX6IN+YI+nNlaUDNoArASuKtJks/ugvRBP397U6GC1XKDy3YGP\n",
1506 "uc6r+zVcS6stWNb+fQC7U++3gccXafLdpb5WukXhlciMsu/CnYd5t+37wDMH2prr9LeYDo41QN/u\n",
1507 "BBCR5r3SHs8r0uSOEb/mk/b4/BrqkRkUZ/k6TCBVYsbTl/I1e9ToYDu5HT4XL3FlYnVe+XV/e7x0\n",
1508 "kc+5Ny+e2VAtXeGWtQ92Xv0SswPraLtAX0YzuKx9bq1JkSbn2tUkIoDCK5FZlgGPAa7DBFejvnid\n",
1509 "ih0Z+U3M3pP7Yq4MKiINirN8JfBye3OUkUHn05jR3yfHWb5f1XXJTHocsCdmT8ktQ85TeNVuD7LH\n",
1510 "xXaawUDnlfbTeOFGBn+2yOcutMdj7e8GmVKc5ftjRgO3ABe7jxdpshUTYEXAsX6qa6W5rqslRs9F\n",
1511 "AIVXIjMpzvIzgTcA2zA7rm5o8vHtL++zMS+C3xRnuWbVRZr1VMwC7Z8D3xj1i4o0ucmevwq9Sy+j\n",
1512 "GToyOOC/ga3AKXGW73alaQnecuHVtZiuif2BoxupSAYt2Xlll19fhxkrPKrJomaY2890UZEm2xZ8\n",
1513 "TqOD43Pfz+95rUKCp/BKxL+3L3/K6OIsPxV4n735O0WafHvY+XUp0uR7mMuj7wG8P87yPX3UIUNV\n",
1514 "+m9PgvJye/zABO9iukur1z06qH9/s8GFV58fdpLdw/PfmI6Ex9Rd1DL0b298Q8Mr+3NGe6+WV9e/\n",
1515 "vWGdVwBX2KO6gaqx2L4rJ+Sl7aH+7Ntl35XIUhReiXjW7/ffVtV9xVm+Bvg4Zt/UBzFX6vDpT4DL\n",
1516 "Mbsy/tBzLbJAlf/2JBx2LOQp9ubHJrgLF149ze4zqoX+/bWfvZrtCcAdmGBqOUGMDurf3njiLN+D\n",
1517 "+Z1XPxpyqvZeLaPGf3vDdl4B/MIe71vT43fNYvuunGDDqxB/9i22rF1kKQqvRGbLOzAvJC4BftP3\n",
1518 "3LhdEP8b9uZb4yzXkyaR+p0G7AtcVqTJL8f94iJNrsEEEWuAp1Vcm8wW13V1fpEm20c4P4jwSsZ2\n",
1519 "LLAOuG6ZvWbqvPIgzvJ9MGPi9zKw7HoB13ml52HVcJ1Xi4VXbmwwuPAqUIsuaxdZjMIrkRkRZ/nj\n",
1520 "gTdirnLyssFLJftUpMlXgA9jduiE2q4sMksSe8ynuA9ddVBG8QR7/OKI538bs4vxwbogQKsst+/K\n",
1521 "cZ1XCq+a5XYrXbbElSBhvvNKY4NTirP8CExYeCfzQdUg13mlnVej0bJ2GZnCK5EZYN91O8fe/Au7\n",
1522 "byok/xPzguXMOMtPWe5kEZlKleHVM3V1KhnC/Twf6XdOkSZ3YzoV9gAeXVdRUrlRw6ufYn7XH2+f\n",
1523 "l0gzlhsZBHVeVWmu66pIk52LfP5KzAWLjomzfHVjVbWXlrXLyBReicyGdwIbMJdD/gu/peyuSJMr\n",
1524 "Mfu3IgKsT2RW2AsjuGXYX530foo0uQLzYmcf4OTpK5NZY/+t3R8oMaHFqDQ62D4jhVf2SsM/tjf1\n",
1525 "RlVz3LL2YeGVOq+q4wLAnyz2ySJN3PjmHpjn5jKcG6/88dCzRFB4JdJ6cZY/Dng15hLkL7NPHkP0\n",
1526 "58A9wK/FWf5I38WIzKjTMbuqLi7S5MYp7+s79viIKe9HZtP9gJXAFXa/4ai+bo/6d9Ueo3Zewfze\n",
1527 "Ky1tb47rvFrqSoMA12GeJx4SZ/ne9Zc00w63x+uHnKO9V6M7xB5v8FqFtILCK5EWi7N8FfD39uY7\n",
1528 "ijS52Gc9w9gX0n9jb77DXl1ERKrlRga/UsF9fdseH17BfcnscR15i3YfDOHeXT+xwlqkJjboOA4z\n",
1529 "DjgsHHG096p5y3Ze2fE2dV9V4zB7HBZeae/V6Fx4dZPXKqQVFF6JtNsbMC8gLgf+ynMto3gncDtm\n",
1530 "XOTJnmsRmUVV7Lty1Hklw7jwatxRj2sxXbgHxVl+QLUlSQ1Oxoz8XzJiZ7c6rxpk3wgcpfMKFF5V\n",
1531 "xXVeDesUcuGVOq+Wp/BKRqbwSqSl4iw/Cnibvfn6Ik22eCxnJEWabAT+2t78A5+1iMyaOMvXYoKm\n",
1532 "kvm9QtP4AbAFuH+c5QdWcH8yWyYKr2wHiOsQOWHYuRKEcUYGYT68OiXO8hU11CO7OhSzm/B24NZl\n",
1533 "ztXS9mqM0nmlscER2AvCHIh53rLcv18RhVciLfYuYB3wr0WafM53MWN4D3A38MQ4yx+03MkiMrJH\n",
1534 "AauAC4o0uX3aOyvSZBvzV/85fdr7k5kzaecVzHeIKLwK31jhVZEmtwFXY3bvaWSqfnMjg0WalMuc\n",
1535 "q86raozTeaX/BoY7yB5vKdJkh9dKpBUUXom0UJzlTwJeiBm9eKPncsZiu68+YG++yWctIjOmypFB\n",
1536 "R3uvZDf28u/3w1wOfpwrDToKr9pj3M4rGOi+qrgW2d2oI4Ogzqup2ausHgjsAG4ecuovMN1EG+zX\n",
1537 "yOI0MihjUXgl0jK2Df+d9uafF2lytc96JvRuzC/1M+IsP2y5k0VkJHWEV9p7JYu5P7ACc6XBzRN8\n",
1538 "vcKrFrD7lCYJry63x/tUW5EsYtll7QPUeTW9Q+3xRjsCvSi7yuMqzGtt/XewNIVXMhaFVyLtcybm\n",
1539 "Kj5XMX/1vlYp0uRy4NPAnsBvei5HpPXiLN8P+BVgO/DNCu/ahVena3+NDJhmZBDmu7UUXoXtYGA9\n",
1540 "sJHxLmPv3lQ7uvKKZKGJOq90xeeJjTIy6Ghp+/IUXslYFF6JtEic5WuAP7c339KGJe1DuODtdfbP\n",
1541 "JSKTewjmd/qFRZpsqupOizS5DhOU7wOcVNX9SutNG165LpHjFYoGzYVPV42wT2nQNfZ4VMX1yO5G\n",
1542 "7rwq0uQOzGL3Ncx3EMl4RlnW7mjv1fIUXslYFF6JtMvvYJ5MXgR81HMt0/omZhn0QcBLPNci0nYP\n",
1543 "scfv13Df2nslC00VXtmA9VpM9+2GimqS6rnwatz1BOq8akCc5auY31912bBzB7juK40OTmaczitd\n",
1544 "cXB5Cq9kLAqvRFoizvKDgDfbm+mwWfs2sO/ivsve/B21sItMxYVXF9Rw39p7JQtN23kF82NO9x96\n",
1545 "lvik8CpsG4CVmM64e0b8Grf3SkvbJ+PCq1E6r9z3WjuvlubCq2HL70XmKLwSaY+3APsCny/S5Hzf\n",
1546 "xVTkk5hfWA/E7OsRkcnUGV6p80rmxFm+F6aTYCej7dlZipa2h8+N/V0z9KzdXY/593GorrRWK/f3\n",
1547 "c9UYX6POq+mMMzboApmDaqplFqjzSsai8EqkBeIsPwp4HeYKfX/ouZzKFGmyFfiwvfkKn7WItFWc\n",
1548 "5ftgAoDtwMU1PMRFwFbgAXGWr6/h/qVdTsA8f7xsyr2LCq/CN1HnVZEm2zEv7iPgiKqLkjlub9U4\n",
1549 "y/TnlrZXXEtXjDM2eIs9Krxa2sH2qPBKRqLwSqQd3ozZDdIv0mScy1W3wTn2eIYWt4tM5FTMi8SL\n",
1550 "izS5t+o7t/fpOroeVvX9S+tUMTIICq/aYNKxQZjv1tLoYH1ceHXjGF+jscHpjNN5pfBqeeq8krEo\n",
1551 "vBIJXJzl9wFehem6ervncipXpMnFQAHsBzzXczkibVTnyKDjFsE/qMbHkHZQeNUd04RX7mt0xcH6\n",
1552 "uCBlnPBKY4PTGafz6jbMc/f94yxfWV9JrabwSsai8EokfG8GVgH/UqTJJb6LqckH7FGjgyLjq/NK\n",
1553 "g44LKk4eepZ0QVXh1VXAvcARdvRVAhJn+R7AkfbmtRPchZa212+SscGrMIHK0dpHNh57YaGRO6+K\n",
1554 "NNmBCbAi4IAaS2ulOMvXAntj1hLc6bkcaQmFVyIBi7P8WOCVmMWnf+q5nDqdC2wBnhhn+QbPtYi0\n",
1555 "TROdVwqvxKkkvLIv7Nyl5HXFwfAcirmS3S1Fmmye4Os1Nli/sccG7a7RqzGBiq6CN54DMG8mbxxj\n",
1556 "359GB5c2t+/KXoFcZFkKr0TC9hbMk8ePFGlyqe9i6lKkyUbgXzFPps7yXI5Ia9g9cQ/ABNx17sOb\n",
1557 "C69sR4Z0UJzlqzG7cnYCVfxO0uhguKYZGRz8Oo0N1meSsUGY/7s5cuhZstA4I4OOwqulaWRQxqYn\n",
1558 "oCKBirP8vpggZwfwZ57LacLc6KBeHIuM7EHACuCSIk3uqetBijS5FfOEfS16t77LjsY8d7ymoosD\n",
1559 "KLwKV1XhlTqv6jPJ2CDMhwUHDz1LFnLh1SjL2p2b7VHh1e4UXsnY9AJRJFwp5kXpR4s0ucx3MQ34\n",
1560 "CvBLzAvjR3uuRaQtmhgZdDQ6KC64vLKi+1N4FS7XMXXN0LOW5r5OnVc1sG/yuRf/43ZeuUBF4dV4\n",
1561 "xrnSoOM6r/S93p3CKxmbwiuRAMVZfhhmeXkJ/C/P5TSiSJOdwMftzRf6rEWkRRReSZM22OMvK7o/\n",
1562 "hVfhmrbz6npM5/ihdtxUqrU/Zv/SnWPsX3IUXk1GY4PVUnglY1N4JRKmNwGrgU/P8BUGF9O3xxfE\n",
1563 "Wb7CayUi7dDElQYdhVdSV+fV/TUuHpypwiu7kP86e1O7lao36cggKLya1CSdVxobXJrCKxmbniiI\n",
1564 "BCbO8v2B19mbf+mzFg8uAH6BeYLwKM+1iATNdjOcYm9e1MBDKrySDfZYSeeVvVjHzZhdaocvc7o0\n",
1565 "a9rOK9DoYJ3GvtLgABeoHDL0LFloms4rBYW7U3glY1N4JRKe3wL2Ab5cpEnhu5gm2Uvluu6rns9a\n",
1566 "RFrgZMzYyKVFmtzVwOO58Ookdcl0VtWdVwBX2aMWe4dl2p1XoKXtdZomvNLC9slMsrBdY4NLU3gl\n",
1567 "Y9OTT5GAxFm+FniDvfkOn7V4dJ49Pl+jgyJDNbnvynXJXAesAY5t4jElOBvssaqdVzAfcKg7JxD2\n",
1568 "d+8R9ua1U9yVwqv6uBG2aTqvFF6NZ5qF7QqvdqfwSsam8EokLGdjfsF9F3P1vS66ALgC8yRBVx0U\n",
1569 "WdoD7fEHDT7mxQseWzoizvKVmN1FJdONki2kgCM8h2OudnxjkSb3TnE/Ghusj3ZeNW+SsUHtvFqa\n",
1570 "wisZm8IrkUDYdzrfaG/+lR2h65wFo4O66qDI0k6yxyYv6qC9V911JCbQuH7KQGMhBRzhcUHiNCOD\n",
1571 "oGCyTtMLQem7AAAgAElEQVSMDbpuoAM1Aj4aOxmxL7AVuH2ML9XOq0XEWR4xH17dPOxckUH6gSUS\n",
1572 "jmcD98V0HX3Gcy2+udFBXXVQZGkPsEeFV9KEDfZY5cggKOAIURXL2ge/Xn+31Zt4bLBIk63AHZgw\n",
1573 "ev8qi5ph7vt9w5hvLm/CBF5rbQAmxnpgJXBnkSZbfBcj7aHwSiQcv2ePf2svMd1lFwKXY95ZfIzn\n",
1574 "WkSCE2f5PphOla2YwLspCq+6q45l7TDf3aOAIxyuC27a8EpddfWZZmwQdMXBcU2yrN1NE8x1ulVa\n",
1575 "UbtpZFAmovBKJABxlj8ceCSwETjHczne2V/2rvvqeT5rEQnUifZ4aZEm2xt83J+4x1dXZOdssMe6\n",
1576 "Oq8UcISjqs6rG4HtwMFxlu815X3JrqYZGwRdcXBckyxrd7RjbHcaGZSJKLwSCcPv2uN7izTZ5LWS\n",
1577 "cLjRyWfa2XgRmedj3xVFmtyJeUG7GjiuyccW7+rqvLoOswT+CLsUXvyrZOeV7SK/zt5UOFkRu6dq\n",
1578 "2vBKgcp4JlnW7uiKg7tT55VMROGViGdxlh8LPB/z7uTfeS4nJAXmydWxzL9QFxHDS3hlaXSwmzbY\n",
1579 "Y6WdV3b/zo2Y56SHLXO6NKOqzqvB+1B4VZ39MfuC7phiX5DCq/FM03ml8Gp3Cq9kIgqvRPz7Hcx/\n",
1580 "i+cWaXKt72JCYd+x/U9785k+axEJkM/w6mJ7VHjVLXV1XoEWe4emqp1Xg/ehv9vqTNt1BQqvxjVN\n",
1581 "55X7Xiu8mqfwSiai8ErEI7t0+Wx7810+awnUZ+1R4ZXIrtR5JY2xY0rH2JtX1fAQWtoeiDjLV2Fe\n",
1582 "qJfMj/xNQ3+31Zv4SoMDtLB9PFV0XikonOe+FwqvZCwKr0T8OgvYB/hGkSYX+i4mQF/EjFM+Ks7y\n",
1583 "A3wXIxKCOMv3xOybKoFLPZTgHvN+Hh5b/DgcWAXcVKTJPTXcv0bLwnEEEAE3FGmyrYL7099t9aro\n",
1584 "vNLC9vG4KwXeMvSsxWlscHfqvJKJKLwS8cS+k/3b9qZ2XS3CLof+GuZn1dM8lyMSivsBK4ArijTZ\n",
1585 "7OHxL7dHLWzvjg32WPWVBh1154Sjyn1Xg/ej8Ko6LryaZITN0djgePa3x9sn+FqFV7tTeCUTUXgl\n",
1586 "4s+TgBOAa4FPe64lZBodFNmVz5FBME827wbWqyOyM+rcdwXaixSSKvddwfyLU42nVUc7r5rnwquN\n",
1587 "E3ytdl7tTuGVTEThlYg/r7fHf6yoNX9WufDq6bqMugjgObwq0qQELrM31X3VDRvsse7OK3Xn+OcW\n",
1588 "U1ex7woUktShyp1X+ntZRpzlEbDe3pym80rf63kKr2QiCq9EPIiz/L7ArwJbgfd5LidoRZpcBvwM\n",
1589 "88ThkZ7LEQnBA+zRV+cVaHSwa9R51R1Vv6hUSFK9KscGD7JrLGRpazE7/zYXaXLvBF+vscEB9t+b\n",
1590 "69q+zWct0j76YSXix29hFqKeW6SJ3nVYnkYHReb5HhuE+fDqeI81SHNceFVX59V1mAsQHG6vdif+\n",
1591 "VH0VsI2YC6/sE2f56orus+umHhu0IcxdwErmu4pkcdOMDALcao8H2S6urtsH8xpoU5Em230XI+2i\n",
1592 "8EqkYXGWrwNeaW9qUftoFF6JAHGWr8DsyoMwwit1XnXDBnusJbyyo/M3YF7QHL7M6VIv13l189Cz\n",
1593 "RmTHjDU2Va0qxgZBVxwc1TQjgy4ovBNzoRUFhbCvPd7htQppJYVXIs07A/PL6ztFmnzPdzEt8S1g\n",
1594 "E3BSnOVH+i5GxKP7AHsB1xVp4vOJn8KrjrCdAnV3XoFGB0NRdecVaHSwMnbkygWM04ZX+nsZzTRX\n",
1595 "GnQ0OjhvP3u802sV0koKr0QaZF8EvM7e/AeftbSJfVf+a/bmk3zWIuJZCCODoIXtXXIIJjC9vUiT\n",
1596 "Ol9saGl7GCrtvFpwXwpJprc/ZtTvjiJNtkx5X/p7Gc20Y4Og8GqQC6/UeSVjU3gl0qwYOA2zoPA8\n",
1597 "z7W0zZfsUeGVdFko4dXVwDbgiDjL13iuRepV97J2R51XYVDnVdiqGhkE/b2MqorOq7kF+VPWMgvc\n",
1598 "2KA6r2RsCq9EmuW6rs6p4B2zrjnfHp+khZfSYUGEV0Wa7GA+zLivx1Kkfk2MDII6r7yLs3wvzDLl\n",
1599 "bVTbFaGQpDpTL2sfoL+X0Uy188rS3rd56rySiSm8EmlInOUHAC+yN9/rs5aW+glwPeZdx5M91yLi\n",
1600 "SxDhlaUrDnaD2zN4zdCzpqfOK//cC+ub7aL1qigkqY4Lr26o4L5cd90hQ88S7byqlsIrmZjCK5Hm\n",
1601 "nIXZG/KlIk1+7ruYtrFPpOe6r3zWIuLR/ezxUq9VGFra3g3u6n/X1/w4Cq/8q2Pf1eD9Kbyanjqv\n",
1602 "mqedV9XS2KBMTOGVSAPsmNtr7c1/9FlLyym8ks6Ks3xfzBPfzcB1nssBhVddcYQ91v1vTmOD/rnw\n",
1603 "qsp9V6CQpEoKr5pXxdigvtfz1HklE1N4JdKMJwD3B64F/t1zLW3mwqvHx1m+p9dKRJrnQqIrKh7p\n",
1604 "mZSuONgNTXVeXQ/sBA7Tz3dv5sYGK75fvXCvzoH2eGsF96W/l9FobLBaCq9kYgqvRJrxant8X5Em\n",
1605 "271W0mJFmlyH2X21DjjdczkiTXO7pS4belZz1HnVDa7zqtbwqkiTbZg9PhHzgZk0S51X4XNBym0V\n",
1606 "3Jf+XkajscFqaWxQJqbwSqRmcZYfBDwX847yBzyXMws0Oihd5UKiy4ee1Zxf2OOGOMtXeq1E6uSC\n",
1607 "pCZGVbX3yi8XYii8CtcB9jhNF5Az9/eiqzgPVeXVBhVeqfNKpqDwSqR+LwH2BD5fpMnVy50sy/qS\n",
1608 "PT7ZaxUizQsqvCrSZDNmFHolcIzncqQGcZavwbxw20Y1Y0rLcXuvFF75UdfC9tuAEtg/zvJVFd93\n",
1609 "11TWeWV/hm8CVjEfKMjuqhgbVIA7T+GVTEzhlUiN7DtZr7I3/8lnLTPka8AO4GFxluvJlnRJaGOD\n",
1610 "oNHBWee6rm5oaM+alrb7VUvnVZEmO5gPPw8cdq4sq4ogZZBCleVVMTa4ETOBsZ8CXI0NyuQUXonU\n",
1611 "6+HAyZgngp/1XMtMKNLkLuA7wArgMZ7LEWlSUJ1Xlpa2z7YmRwbB7LyC+SuqSbPq6rwavE+FJNOp\n",
1612 "cmwQ9PcylL14xFrMm6abJr2fIk12Mh/W7Dvs3A5Q55VMTOGVSL1c19UH7TJaqcbX7PGxXqsQaUic\n",
1613 "5XthulF2AFd5LmeQOq9mW1NXGnRutEeFV37UtfMKFJJMLc7yFZjgo6S6F/76exlubt9VBd2n7u9M\n",
1614 "4ZWh8ErGpvBKpCZxlu8LvMjefL/PWmbQ1+1R4ZV0xbGYq7BdGVgQ7sKr44eeJW3VyJUGByi88kud\n",
1615 "V2FzQcoddhSzCvp7Ga6KkUHHdV51feWFxgZlYgqvROrz65hW468XaXKp72JmzH9hdgc8NM7yvX0X\n",
1616 "I9KAEEcGQZ1Xs67psUEXXh0y9CypXJzl6zDPWe4F7qrhIRSSTK/qkUGY77LTf3OLq+JKg07nO69s\n",
1617 "F/memIuAbPFcjrSQwiuR+mhRe03s3qsLMFc5e7jnckSa4DqbQg2v7qtLrc8kjQ12hwuVbq5pOb/C\n",
1618 "q+lVdqXBAe7v5aAK73OWVLkgX51X88HdHQ1dBERmjMIrkRrEWf4g4GGYd1k+6bmcWaW9V9IlrrMp\n",
1619 "pCsNUqTJ7ZhxinXoReksanps0HWBHBxnuZ6jNst13tSx7woUXlWh6isNDt7X+qFndVeVY4Ou86rL\n",
1620 "4ZX7s2tkUCaiJwYi9TjbHj9apMk9XiuZXdp7JV0S6tggwC/t8WivVUgdGh0bLNJkK+bF9ArgwCYe\n",
1621 "U+bMdV7VdP8Kr6ZXx9igC2UUXi2uysCw82ODaFm7TEnhlUjF7Dz3S+1NjQzW55v2+PA4y1d7rUSk\n",
1622 "fqGODcL81Q+P8VqF1KHpsUHQ6KAv6rwKXx1jgwqvhqty55XGBgfGBr1WIa2l8Eqkes/FPMG4oEiT\n",
1623 "C30XM6uKNLkN+BGwGjOiKTKT4ixfCWywN6/wWMpSFF7NIPumwIHADurrxlmMwis/XKik8CpcdYwN\n",
1624 "KrwaTmOD1dLYoExF4ZVI9bSovTkaHZQuOBpYBVwX6Bjy1fao8Gq2HGaPNxRpsrPBx1V45YfrvNLY\n",
1625 "YLg0Ntg8jQ1WS2ODMhWFVyIVirP8OCABNgMf81xOFyi8ki4Ied8VqPNqVjW9rN1ReOVH3Z1Xt9jj\n",
1626 "gVrGPzGNDTZPY4PVcsGdOq9kIvrlIVKtV9rjeUWaVNFiLMO58OpRdrRKZBYFeaXBAQqvZlOjy9oH\n",
1627 "KLzyo9bOqyJNtmGCkj2Y7yCS8dQxNjg3yqZQcVF1jA2q80qdVzIh/ZASqYgNT15hb77fZy1dUaTJ\n",
1628 "DcClwDrgNM/liNQl5GXtoPBqVvlY1g4Kr3ypu/MKNDo4LRf6VdZ5VaTJdmAT5jXh3lXd7wypMjBU\n",
1629 "55XCK5mSwiuR6jwN82T/58A3PNfSJa776nFeqxCpT+hjg9djlnofpit/zhSNDXZL3TuvBu9b4dVk\n",
1630 "6ui8Ao0ODlPl2KAWtmtsUKak8EqkOmfZ4weKNCm9VtItLih8lNcqROrjOq+CHBu079xfa28e5bMW\n",
1631 "qZTGBjsizvKI+fBKnVfhUnjVPC1sr5Y6r2QqCq9EKhBn+YHAs4AS+Ijncrrm2/b4CPsEXGRm2H/T\n",
1632 "97U3Q+28Ao0OziKNDXbH3sBqYHORJnfX+DgKr6ZT+digpfBqEXYHWJVhi8YGFV7JlBReiVTjRcCe\n",
1633 "wJeKNLnGdzEdcxnmKkaHAhv8liJSuUMxO91uK9Kk6nfbq6Twavb4Hhs8RG9INKaJritQeDWxOMv3\n",
1634 "BNZiRrQ3VXz3Cq8Wty8QAXcWabKjgvtz4dW+Hf7ZprFBmYrCK5FquJHBD/osoovsiOZ37M1H+KxF\n",
1635 "pAau6+oXXqtYnsKr2eNlbLBIky2YFzarmB/ZkXq5MKnOfVeD96/wanxz42s1rKZQeLW4Ssc0izTZ\n",
1636 "CmwBVmCCyC5S55VMReGVyJTiLD8ZiDFPtj/tuZyuUngls+o+9nilzyJGoPBqhsRZvgoTMOyk/m6c\n",
1637 "xWh0sFnqvApfXSODoPBqKS682jj0rPF0fWm7wiuZisIrkem5rqtzizTZ7LWS7prbe+W1CpHqKbwS\n",
1638 "Hw6zx5sqGpcZl8KrZrkwSeFVuOpa1g4Kr5ZSx/e860vbNTYoU1F4JTKFOMtXAi+xNz/ks5aO+y6m\n",
1639 "Q+DUOMu72oots2mDPf7SZxEjUHg1W3xdadBReNUs13mlscFwKbxqnvt+VPk97+zS9jjLVwD72Jt3\n",
1640 "+axF2kvhlch0nox5kv9z5rt/pGFFmmwCfgSsBH7FczkiVWpd51WHF9HOEl9XGnQUXjVLnVfh09hg\n",
1641 "8+ocG+xi59VccOWpo1dmgMIrkem83B4/WMMCTRmPCw8f7rUKkWptsMegO6+KNLkD847yWuZfZEl7\n",
1642 "+brSoKPwqllNd14dpJB7bOq8al4d3/POdl6hkUGpgMIrkQnFWb4/8BygBD7suRzR3iuZMfbFneu8\n",
1643 "Cjq8sjQ6ODs0NtgtjVxt0F5JchPmSpJd7DyZhntTQOFVc+oYG+zywnYta5epKbwSmdyvA3sCXy7S\n",
1644 "5Grfxch8eKV3dGVGHAysATbazqbQKbyaHRob7JYD7fGWBh7LBQH7Dz1LFnLfL40NNkdjg9VSeCVT\n",
1645 "U3glMrmX2+MHPdYg8y7DPPE+lPlRK5E2a1PXFcyHV0d7rUKqoPCqW+rcp7SQwqvJaGyweRobrJbG\n",
1646 "BmVqCq9EJhBn+YnA6ZirZXzKczkC2J1j37E3NToos2CDPV7psYZxqPNqdrgdSDcOPas+Cq+apfAq\n",
1647 "fFrY3jyNDVZLnVcyNYVXIpM5yx4/XqTJPV4rkUHaeyWzpK2dVwqv2s+FV3VffW4pc+GVxsDrZS9f\n",
1648 "vx9mf2cTLyoVXk2mzs6ruUAlznK9NpxXx9ig6zrS2KDIBPQDSmRM9oney+zND/msRXaj8EpmiQuv\n",
1649 "rvRZxBgUXs0AGxZ5Da+KNLkbuBtYTTdf5DXJdZfc0dDl6xVeTaa28KpIk+2YRfp7AHtXff8tVsf3\n",
1650 "vMudVxoblKkpvBIZ35MwlxG/HPiW51pkVwWwEzg1zvK9fBcjMqUN9qjOK2nSOsyFArZgAiRfNDrY\n",
1651 "jCZHBkHh1aTq/nvS6ODu6hwb7GIor84rmZrCK5HxuZHBD9o9SxKIIk02AZcAK4FTPZcjMq22jQ1e\n",
1652 "hwmPj4izfJXvYmRiB9vjTZ5/xym8aobCq8DZbsg6xwZB4dUuFnzP6xgb7GLnlcIrmZrCK5ExxFm+\n",
1653 "H/Bce/PDPmuRJX3PHmOvVYhMwT5x3mBvXumvktEVabINE2BFwJGey5HJ+d535Si8aobCq/CtAfYE\n",
1654 "7i3SZHNNj6HwaldrgVXAliJNtlR4vxob1NigTEHhlch4ng/sBXy1SJO2dEN0TWGPCq+kzdYD+2DG\n",
1655 "tpp6UVkFjQ62nwuvbvZahcKrpii8Cl8Tf0cKr3blwqUqu65AC9tBnVcyBYVXIuN5qT2q6ypcLrz6\n",
1656 "Fa9ViExngz1e2bLx5Kvt8T5Dz5KQqfOqW+oeR1tI4dX4mvg7Uni1Kxcu3VXx/Xa588r9mdV5JRNT\n",
1657 "eCUyojjLjwEej1li+wm/1cgQPwS2AyfFWb6P72JEJtS2fVfONfZ4hNcqZBpzO6+8VqHwqinqvAqf\n",
1658 "wqvmueePVYdXm4ASWBtn+cqK7zt0LhBU55VMTOGVyOjOtMfPFGmidw0CZXcT/BCzd+chnssRmZQL\n",
1659 "r670WcQErrVH7bxqL3VedYvCq/BpbLB5Lryq9Pm+7aTu6uigxgZlagqvREZglydrZLA9NDoobbfB\n",
1660 "HtvWeXWdParzqr2086pbFF6FT51Xzaur8wq6OzqosUGZmsIrkdE8BDgJ82T+i55rkeXpioPSdm0d\n",
1661 "G1R41X6hjA268Owgr1XMPheMNB1erbdvDMryFF41r87wqnOdV/a/dY0NytQUXomMxnVdfcxeDl7C\n",
1662 "pisOStttsMcrPdYwCY0Ntl8oY4O32OOBXquYfa7zqpGF7fY51N3ACuYDAhlOY4PNq2thO3Sz82ov\n",
1663 "YBWw1a73EJmIwiuRZdiFii+2NzUy2A4/xizWv2+c5Qcsd7JIgNraeXW9PR4eZ7meY7RTKOHVRsxi\n",
1664 "4/07uNi4SU2PDYJGB8elzqvm1bLzynLhVWc6r9DIoFRETyxFlvcUzJP5nwHf91yLjKBIk+3Ahfam\n",
1665 "9l5Jq9irZB6ACWBvXOb0oBRpshnzIngVGvdqHTva4cYGve68KtJkB/OBikKO+ii8Cp/Cq+Y1MTbY\n",
1666 "pc4rjQxKJRReiSxvblG7vUqItIOWtktbua6rq1r6M0d7r9prP0zweFcgox232qOC0BrYsLLRscEF\n",
1667 "j6XO6NFobLB5WtheLV1pUCqh8EpkiDjL9wWeY29+1GctMjbtvZK2cuHVlT6LmILCq/YKZWTQcXuv\n",
1668 "FF7VYx2wErin4bBSnVfjUedV8+rcedW5he3M/1k1NihTUXglMtzzMUsGv16kyZWea5Hx6IqD0lYb\n",
1669 "7LFt+64cLW1vLxdeeR0ZHKCl7fXy0XU1+HgKr0bTxBUh57qBtK8QaGbnlTqvRMakH04iw82NDHqt\n",
1670 "QiZxKeZJx5Fxlh/uuxiRMbR1Wbujzqv2Cq3zSmOD9fKx7woUXo3LdUNtHHrWFOyu0E2Y14Z71/U4\n",
1671 "LaKxwWq5f1N1fD+lQxReiSwhzvKjgccD9wKf8FuNjKtIk53ML9h/qM9aRMZ0lD1e7bWKyanzqr3c\n",
1672 "svZQwit1XtVL4VU7NNW1otHBeU0sbO/S2KALr+72WoW0nsIrkaWdCUTAvxVpUtu7XVIrd8XB07xW\n",
1673 "ITKeo+2xreGVOq/aS51X3dLEONpiFF6NKM7y1cCewDbMm6l1Ung1r86dV13svFpnj5u8ViGtp/BK\n",
1674 "ZBH2CjwaGWw/hVfSRi68usZrFZNTeNVeoe68UnhVD3VehW9u0XUDV59VeDVPnVfVUueVVELhlcji\n",
1675 "TgMegHni/HnPtcjkFF5Jq8RZvoL5cbu2hlcaG2yvUDuvNDZYDy1sD1+Ti64VXs3TwvZqufBKnVcy\n",
1676 "FYVXIotzXVfnFmmyzWslMo2fAVuADXGWH7DcySIBOARz6fpbijTZ7LuYCd0E7AQOibN8le9iZCyh\n",
1677 "7rxS51U91HkVvrnOqwYeS+EVc9MXWtheLY0NSiUUXoksEGf5SuDF9qZGBlvMXj3nh/bmg33WIjKi\n",
1678 "tu+7cv/d3WBv6kqf7RLq2KA6r+qh8Cp8LuBQeNWc1Zg3kbYWabK1hvvX2KDIhBReiezuycChwKVA\n",
1679 "4bkWmZ5GB6VN2r7vytHeq3YKdWxQnVf10ML28LmAQ2ODzalzWTvMh1f72S6vLtDYoFRC4ZXI7uYW\n",
1680 "tTewHFPqp/BK2uQoe2xt55Xl9l4pvGoJu2/NhUS3DDu3QbcDJbC/rU+q5Xvn1foOvXiflMYGm1fn\n",
1681 "viuKNLkXc+XIFcCaOh4jQBoblEoovBIZEGf5PsBz7M2P+KxFKqPwStqk9WODluu80tL29jgAiIDb\n",
1682 "Qtn1aEdQN2LqUpdO9byMDdpRrLsxL973Web0rtPC9ubVue/K6dreK40NSiUUXons6vmYd0G+UaTJ\n",
1683 "lZ5rkWr8CNgBnBhn+VrfxYgsQ2OD4kto+64cLW2vj6+dV6DRwVGp86p5Cq+qp84rqYTCK5FduZFB\n",
1684 "dV3NCHvFtp9ift6d4rkckeXM2tigOq/aI7R9V47be6Wl7dVTeBU+hVfNq3vnFXRvabs6r6QSCq9E\n",
1685 "rDjLjwKeAGwFzvNcjlTrAnvU6KCEbtbGBtV51R4H22No4ZU6r2oQZ/memG6IHdT7In0pCq9Go7HB\n",
1686 "5tW688rqWueVFrZLJRReicw7E7NX49+LNGl6eanUS3uvJHh2IbULe64ddm4LaGF7+4TaeaXwqh4u\n",
1687 "NLrd08VpFF6NRp1XzWtibLBrnVcaG5RKKLwSAezVbuauMuizFqmFwitpg8MwC4xvslcjajMtbG+f\n",
1688 "UHdeaWywHj5HBkHh1aiaDK9cN5DCK6OJ8GrmO6/sG3Nu5+w9PmuR9lN4JWKcCpyMeRL3Oc+1SPUu\n",
1689 "sscHxVm+ymslIkublZFBMC9M7wX2jbN87+VOliCo86pbFF61Q5Njgy6s2ce+qdtVTey8cve9buhZ\n",
1690 "s2EuuCrSZKfXSqT1FF6JGK7r6lx7CWeZIUWabAR+AawGTvRcjshSZia8smNIGh1sl1B3Xqnzqh4u\n",
1691 "NFJ4FbbGOq9sx+9WYCXm+VJXNbHzyo3PdeHNHY0MSmUUXknnxVm+EjjD3tTI4OzS6KCEzoVX13it\n",
1692 "ojpa2t4uoY4NqvOqHuq8agfXedXE2CAMdF819HghamJssEvhla40KJVReCUCCWbXzGXAf3uuReqj\n",
1693 "8EpCd5Q9tr7zylLnVbtobLBbXHjl6wI1Cq9G4zqvmhgbhO4tEl+MwqtqqfNKKqPwSmR+ZPAjnq64\n",
1694 "I82Y23vltQqRpc3M2KClpe3tEmp4pbHBeqjzKnB271STC9tBnVeg8Kpq6rySyii8kk6zi4SfZ29+\n",
1695 "xGctUrsf2uOpHV9EKuGa1fBKnVeBsxeyWA/sxF+YsRR1XtVD4VX41mD2T21pcB+rwqtmFra7IKdL\n",
1696 "4ZU6r2RqCq+k656DuQrGt4s0udx3MVKrqzFt9wdixkRFQuPGBmdl55XGBtvDBUO3Bng1KBeu7G8v\n",
1697 "uS7V0ML28DXddTX4WBob1ML2qmhsUCqj8Eq6zo0MalH7jLMjoa77SqODEhR74YjDgcGr9LWdxgbb\n",
1698 "w43k3TL0LA+KNNkObMQ8Z13vuZxZos6r8PkIr9R5pbHBqmlsUCqj8Eo6K87yw4EnAduAvudypBkK\n",
1699 "ryRUR2B+J99QpMk238VU5AZ7PNRrFTKKuc4rr1UsTXuvqhfMwnaN8i/JXWmwqWXtoPAKmg2v1g09\n",
1700 "azao80oqo/BKuuzFmP8G/rNIk1CfsEu1FF5JqGZtZBDmwyuN6YYv2M4rS3uvque188rucLoHWEE3\n",
1701 "uk8m4bPzqstjg03svOpi55XCK5mawivpMo0Mdo/CKwnVrC1rB/OCawuwd5zlXXh3uc1C77xSeFU9\n",
1702 "3zuvQKODy/G586qTnVd2hH8vzMUr7qnxoboYXmlsUKam8Eo6Kc7yBwIPxuzR+KzncqQ5F9vjSXGW\n",
1703 "7+m1EpFdzVx4ZffM3WhvanQwbKF3XmlssEJxlu/BfGDka2xw8LEVXi1OY4PNmxsZtL/D6tKl8Epj\n",
1704 "g1IZhVfSVS+xx36RJvd6rUQaU6TJJuByYBVwgudyRAbN4tggaHSwLdR51S37Yl4D3GkX4vui8Go4\n",
1705 "jQ02r4l9VzDfhbR3B3a+qfNKKqPwSjrHvuN4pr35EZ+1iBcaHZQQzVznlaXwqh3UedUtLiza6LUK\n",
1706 "hVfL0dhg8xoJr+zOt62YnW+r63ysAGjnlVRG4ZV00eMxXQ5XAt/yWon4oPBKQqTwSnxS51W3uHE0\n",
1707 "hVdh09hg85oMDLsyOqixQamMwivpIjcy+JEiTXZ6rUR8UHglIdLYoPjUls4rhVfVWG+PvsMr9/j7\n",
1708 "DT2ruzQ22LymxgahO+GVxgalMgqvpFPiLF8LvMDe1MhgNym8kqDYqxsdCpTA9Z7LqZrCq3ZoS+eV\n",
1709 "xgar4cKrJjt6FuMeX+HV4nx0Xmls0FB4VR11XkllFF5J1zwL84upKNLkZ76LES+uwFz++Ig4y/VC\n",
1710 "SEJwKOb38U1FmmzzXUzFdLXBdnA/C0MPr9R5VY1QxgZdUKLwanE+O68UXtWvK+GVdl5JZRReSde4\n",
1711 "kcEPe61CvLGjoj+yN0/xWYuIdaQ9Xuu1inqo8ypwtvNvPabz7/ZlTvdFC9urFcrYoDqvhtPYYPPc\n",
1712 "n1vhVXU0NiiVUXglnRFn+SHA04AdwMc9lyN+aXRQQuLCq+u8VlEPhVfhO8Aeby/SZIfXSpY2F17Z\n",
1713 "KwbLdEIbG+xqULIcjQ02z/25tbC9OhoblMroCYB0yYswl6T9fJEmN/kuRrxSeCUhmeXOKzc2eFic\n",
1714 "5ZHXSmQpoS9rx47T3ol53rp+mdNleaGMDarzajgfnVdbMG/yro6zfM8GHzcUGhusnjqvpDIKr6RL\n",
1715 "NEHm2fUAACAASURBVDIojhsbVHglITjCHmcuvCrS5B7MC689UegQqtCXtTta2l6dUDqvtPNquMbD\n",
1716 "qyJNSrq990rhVYVsp+xae/Men7XIbFB4JZ0QZ/kJQIz5ZfRvnssR/1zn1QPjLF/htRKR2R4bBI0O\n",
1717 "hi74zivrNns8YOhZMgp1XgXOdqr66LwafLwuhlfaeVWtueAq4LF0aRGFV9IVL7XHTxRpstlrJeJd\n",
1718 "kSa3Y4KCNcCxnssRmeWxQVB4Fbq2dF65ZfL7e61iNoS2sF07r3a3DvM67Z4iTbY3/NjqvNLOq6po\n",
1719 "ZFAqpfBKZp5tWT3T3tTIoDgX2+PJXqsQmf3wyu29OtRrFbKUtnReKbyqTihjg+q8Wpqvrivo9hUH\n",
1720 "NTZYLS1rl0opvJIueBSwAbgG+JrfUiQgP7bHB3qtQmSGd15Z6rwKW1s6rzQ2WJ1QxgbvwSwHXxNn\n",
1721 "+SrPtYTGx5UGnS6PDfoIr9YNPavdXDCn8EoqofBKusCNDH60SJOdXiuRkKjzSryLs3xvzLvb9zLf\n",
1722 "WTJrFF6FTZ1X3RNE55VdDq6l7YsLofNK4VW9utB5pbFBqZTCK5lpcZbvBfTsTY0MyiDXeaXwSnya\n",
1723 "Gxm0L+RmkcKrsKnzqkPsInCfXT0Lae/V4tz3w8ffUZfHBpsMDbsQXmlsUCql8Epm3a9inqRdVKTJ\n",
1724 "j5c7WTrlJ/Z4YpzlK71WIl026/uuQOFV6NR51S1rgZXA5iJN7vVdDNp7tRT3/fDReaWxwWY6r1w3\n",
1725 "0iyHV+q8kkopvJJZ50YG1XUluyjS5C7gl8CewPGey5HumvV9V6DwKnTqvOqWIEYGB2hscHEhjA12\n",
1726 "qvPKdiU2uaOpC51X2nkllVJ4JTMrzvIDgWcAO4GPeS5HwqTRQfHNdV5d57WKermrDSq8CpM6r7ol\n",
1727 "lGXtjjqvFudztLOrO6/WARFwT5EmOxp4vC6EVxoblEopvJJZ1gNWAecXaXK972IkSG5pu644KL50\n",
1728 "YWzwJns8OM7yFV4rkV3Yvw/XyXTbsHMD4OpTeDWd0DqvFF4tzmfnVVfHBpv+nnchvNLYoFRK4ZXM\n",
1729 "Mo0MynLUeSW+zXx4VaTJNkxXzx7Mj6hJGNZjOg3uKNJku+9iluE6rzQ2OJ3QOq9cUNCpEbURaGyw\n",
1730 "eU3uu4JuhFfqvJJKeVtS3Ov1VgJ/ALwC8+T9RuA84O39fn9oOtvr9R4P5ENOWd/v9338sJdAxFl+\n",
1731 "HPAITNL/Kc/lSLhceKXOK/HF7bya5bFBMHuvDsKMDt64zLnSnLaMDILGBqviOq9CCa/UebU4jQ02\n",
1732 "T+FV9bTzSirls/Pqo8AfAR8Ange8C9Mp87lerzfqWMGrgMcv8j+1JspL7PFTRZro34Ms5RKgBO4X\n",
1733 "Z/mevouRTpr5zitLS9vD1JZl7WCe220D1sRZvpfvYlpMY4PtoLHB5jUdXm3GPAfda4aveq2xQamU\n",
1734 "l/9Qer3e84AXAk/p9/vn2w9/vtfrnQ9cAPwm8Hcj3NX3+v3+D2sqU1rKXi1EI4OyrCJN7omz/Arg\n",
1735 "OOD+zO/AEqldnOV7AIfbm13ovAKFV6FpTedVkSZlnOW3A4dguq+0y3IyoY0NKrxanMYGm+f+vI2E\n",
1736 "V/Zn2iZMaLaOcALlKmlsUCrlq/PqNcBXBoIrAPr9/iWYq8K91ktVMitOx4QR1wNf9lyLhE9L28WX\n",
1737 "gzFvIt1apMkW38XUTFccDFObOq9gfmm79l5NLrTOK+28WpzGBpvn/rxNBoazPjqoziupVOPhld11\n",
1738 "9SjgP5Y45T+Bk3q93ihLXaPKCpNZcpY9fqyhS91Ku2lpu/jiRgZnvesK1HkVqtZ0XlnaezU9dV61\n",
1739 "g8YGm9f02CDMfnilziuplI+xwcOBtcBPl/j8z+zxOJZ/MvXPvV7vWEwI9z3gzxd2c0m32D0YL7I3\n",
1740 "P+SzFmkN13ml8Eqa1pV9V6DwKlRt7bxSeDU5LWxvBxde+ey86lo3nI/l4rMeXmlhu1TKx9iga/Ve\n",
1741 "6pem+/iBS3wezHK77wPvwSx7/01gT+ALvV7vjCqKlNZ6JuaJ2UVFmmgfmoxCVxwUX7oYXh3qtQpZ\n",
1742 "qK2dVxobnFxoY4MKrxbnvh8+Oq/uxrzWWjPDi8QXo/CqehoblEr5CK9cS+bmJT5/jz0O+yX2rX6/\n",
1743 "H/f7/X/s9/vn9/v9fwYeA3wD+Ider9e1dwpknhsZVNeVjOpnwA7guDjL1/guRjrlCHvU2KD4os6r\n",
1744 "7gltbFA7rxawF/Nwr5ca71gp0qRkvvtqVkOVxfgYcZv18Epjg1IpH+GV+2G41IvEtfa45DtC/X5/\n",
1745 "+yIf2wH8HuaX37OnKVDaKc7yQ4GnA9uBf/FcjrREkSb3Aj/H/Dw80XM50i1d7LxSeBUWdV51j8YG\n",
1746 "wze3e8nj7tYujg766BJyoc66oWe1l8YGpVI+wiv3rtn6JT7vfnmN/S5gv9//PuaX8QkT1CXtdwaw\n",
1747 "AvhckSY3+S5GWkVL28WHLoVXt2HeWNg/zvLVvouROeq86h6fV7FbzNxycNtxJH6XtTtdvOKgOq+q\n",
1748 "p7FBqZSPXxLXY0YGl+pwcB+/YsL734oZAZLu0cigTOoSezzJaxXSNZ0Jr4o02Qm4NxW09yoc6rzq\n",
1749 "nqA6r2xn0SbMFcS7FJQMo/DKD5+dVzMXXtkw2k1U3TPsXJFRNR5e2ZG/bwK/usQpzwAu6ff7Ny91\n",
1750 "H71e78Ber7fbu269Xu9+wCHMXz1MOiLO8lOBUzFPbD/ruRxpH4VX4kOXdl7BfHh1sNcqBIA4yyPm\n",
1751 "w6u2dF658EqdVxOIs3wV5sXkDsLqhNDeq135XNbudPHvRJ1X1XLB1WaP468yY3y1574XeEKv13vi\n",
1752 "4Ad7vd5JwIvt593H9uv1emsGbh8MXA68e8HXrgT+FrNX49/rK10C5bquPmZ3GImM4yf2qPBKGmEv\n",
1753 "DnAAsA1Y8s2aGePCq0O8ViHOfphR+7uKNNnqu5gRaWxwOnMjg3Ypdyi092pXrttJnVfNUudVtbSs\n",
1754 "XSrn5fKn/X7/X3u93ieBT/Z6vf8F/AA4Hvhj4PvA3wP0er11mPHBm7HjhP1+/+Zer/f3wB/3er19\n",
1755 "gH/G/DneAJwGPLvf729p+I8kHtl3Es+0NzUyKJP4Geay0MfHWb6qSJNtvguSmee6rq63I3VdoPAq\n",
1756 "LG3rugKNDU4rqJHBAQqvdjW3sN1jDV0Mr9R5VS0ta5fK+VyM+GLgfwNnA58Efhdzhbin2isHgnlH\n",
1757 "+nrgqsEv7Pf7/wPTaXMk8GHgPcCNwCP6/f75jVQvIXkq5sXQT4HCcy3SQkWabAauxAThx/utRjqi\n",
1758 "ayODoPAqNG1b1g7qvJpWaMvaHYVXu3KBkc8X/V0cG1TnVbW0rF0q56XzCuZ2X/2Z/d9S52wFHrjE\n",
1759 "5z6MCa5E5ha1B9YGL+1yCXAsZnTwkmXOFZmWwivxrW3L2mGg8yrO8ki/88cWaudVF4OSYdyLfnVe\n",
1760 "NUudV9XS2KBUTpeklVaLs/wA4FmYka+PeC5H2s0FVg/wWoV0xeH2eL3XKpql8Cosreu8sru57sbs\n",
1761 "6prFF3t1c+GVOq/CprFBP9R5VS2NDUrlFF5J2/06sCdwfpEm1/guRlpNVxyUJrnwSp1X4ovbG9Wa\n",
1762 "8MrSFQcn58Kh0DqvFF7tKoTwqlPdcHGW78H81fHuafChuxBeaWxQKqPwStpubmTQaxUyCxReSZPm\n",
1763 "FrZ7raJZCq/C0tbwyu290tL28YU+NqjwygghvOpa59UaIAI2F2myY7mTK+SCnVkMrzQ2KJVTeCWt\n",
1764 "FWf5CcDpmF+wn/JcjrSfC69OtO/AidSpi2ODN9qjwqswuPDntqFnhUedV5MLfWF7J7p8RhDCwvau\n",
1765 "hVe+ghZ1XomMQS/QpM1c19V5RZo02eIrM6hIk9uBGzDvvh3juRyZfV0cG7zZHg+JszzyWolA+8Mr\n",
1766 "dV6NL9TOK40N7iqEhe2dGhvEX9Ayy+GVOq+kcgqvpJVsZ8xL7U2NDEpVtLRdmtK5scEiTTZjXozt\n",
1767 "iV6khqCt4ZWrV51X49PC9nbQ2GDz1HlVPS1sl8opvJK2eiJwFPAL4Juea5HZob1XUrs4y9dgXkRu\n",
1768 "o337hqalvVfhaGt4pc6ryYW6sF07r3al8Kp5vjqv5nZezWBHssYGpXIKr6StXmmP5xRpstNrJTJL\n",
1769 "FF5JEw6zxxs6+PNL4VU42hpeqfNqcqGPDXZlRG05IYRXXRsb9NJ5VaTJdmALZln8miYfuwEaG5TK\n",
1770 "KbyS1omz/ADguUCJRgalWgqvpAmdGxkcoPAqHG0Nr7SwfXIaG2wHLWxvns8uoVkdHdTYoFRO4ZW0\n",
1771 "0YuB1cCXijS5yncxMlN+Yo8nzWD7toSji8vaHYVXAYizfAXhduEsx4VtGhscX6hjgwqvdhXCwva5\n",
1772 "QKUjV2D22SXkHnPd0LPax/15NDYolenCDyOZPW5k8ANeq5BZdAPmSfT+6MW11MeFV+q8El/2w4yp\n",
1773 "bCzSZIfvYsakzqvJhdp5NbfzSm8cAQGMDdqfC3P7mHzV0SB1XlVvrT3qivBSGYVX0ipxlp8KPATz\n",
1774 "ruFnPJcjM6ZIkxJdcVDqp7FBhVe+tXVkENR5NRHbPeP2FwUVXhVpsgXYCqwE9vJcjldxlq8GVgHb\n",
1775 "ijS513M5XRod9DnipvBKZEQKr6RtXmGPH7VPdkSqpr1XUjeNDSq88q3N4ZU6ryazN+Z5/ya7JDo0\n",
1776 "Gh00vHddDehSeOVzxE3hlciIFF5Ja9h3o15ib2pkUOqi8ErqprFBhVe+tTm8UufVZEIdGXQUXhkh\n",
1777 "Lbnu0hUH1XlVPYVXUjmFV9ImvwYcCPwAuNBzLTK7XHh1otcqZJa5sUF1XokvbQ6v7sBcbXg/u3he\n",
1778 "RhPqsnZnbu+V1yr8U+eVH+q8qp7CK6mcwitpk7lF7XY3kUgdfmaPJ3itQmaZOq8UXvnW2vCqSJOd\n",
1779 "qEtnEqFfXdL9nXahy2eYkMKrWQ1VFqPOq+opvJLKKbySVoiz/CjgqZiFnh/1XI7Mtl8A24Cj4yyf\n",
1780 "tcsWi2d2/PlAYAdws+dyfLgV0zVzYJzlK30X02GtDa8sjQ6OzwV9GhsMW4jhVReeC6nzqnoKr6Ry\n",
1781 "Cq+kLV6G+ff6mSJNbvVdjMwuu8j2Mnvz/j5rkZl0mD3eYDtIOsVefv0We/Mgn7V0XNvDKy1tH19b\n",
1782 "Oq8UXhkh7Lya1VBlMeq8qlCc5RHz4dVmn7XIbFF4JcGzPwDnRgZ91iKdodFBqUuXRwYdjQ761/bw\n",
1783 "Sp1X4wt9Ybt2XhkuwAip82pmQpUh1HlVrdVABGwN9Oqm0lIKr6QNHgMcB1wLfMlzLdINP7VHLW2X\n",
1784 "qim8UngVgraHV+q8Gl9bxga188pQeNUsdV5Va409amRQKqXwStrAdV19yI6ciNRNnVdSly5fadBR\n",
1785 "eOVf28MrdV6Nz4VCoYdXXe+8UnjlhzqvqqWRQamFwisJWpzl+wAvtDfP8VmLdIrCK6mLOq/gRntU\n",
1786 "eOVP28MrdV6Nz4VXdw49yx+NDRoKr/wIofNqn6FntYuWtUstFF5J6HqYH4BfL9LksuVOFqnIXHgV\n",
1787 "Z7l+TkqVXHilziuFVz7NSni1fuhZMqgtY4MKrwwtbG+Wz84r95hrh57VLgqvpBZ6USahO9setahd\n",
1788 "GlOkyW3AzZhfvkd6Lkdmixsb7HLnlcIrj+xFUFx4dfuwcwPmrpin8Gp0oXdeKbwytLC9YfZnovsz\n",
1789 "+givXMCzbuhZ7aLwSmqh8EqCFWf5KcAjME+0PuG5HOkejQ5KHTQ2qPDKt32AFcCmIk22+i5mQgqv\n",
1790 "xhd6eOXqmqXRqUlobLB5qzGvibcWabLNw+O7wEzhlcgyFF5JyH7DHj9apImPd0Kk2xReSR00Nqjw\n",
1791 "yre2jwyCwqtJhD426MIrXW3QCCG8cs+9Zz288rnvCjQ2KDIyhVcSpDjL1wAvtTf/n89apLN+ao8n\n",
1792 "eq1CZkac5aswgc1O5gOcLnJ/9kO9VtFdCq+6KfTOKxfWqPPKCCG8cmHOLHUELcbnvivQ2KDIyBRe\n",
1793 "SahegHlSWhRpcpHvYqST1HklVXNhzU1FmuzwWolf6rzyS+FVN6nzqh18dwEN6srYoO/vuTqvREak\n",
1794 "8EpC9Wp7VNeV+KLwSqqmkUFjE7AFWBtn+Sy909wWsxRe7e+1ipawC6ldKBRCR89iXF1723q7KsTO\n",
1795 "q1kPr4LpvJqhf/sKr6QWCq8kOHGWPwB4NOaX5rmey5Hu+gWwHThGL7ClIrrSIFCkSYm6r3yahfDK\n",
1796 "dQ+tn6EXe3Vag1nSvyXUJf1FmmzHhNp7MFsdKP+fvXuPsuw86zv/K/W1Wi2puyVZkmVbMrIMuc0Q\n",
1797 "YM/AwHDZWYtbmBBDfAjMeALYXBMgBvYYFgyYSxJgBzOBGGM8wSYM2BzHDMkMGIJn4zDADNlczCwS\n",
1798 "jG0J2ZYl69ZqSa2+X+aP/b5V1dXnnDqnau/9Pu/7fj9rae11uk93PX3UXXX2r57neVdFeDW+oJ1X\n",
1799 "bkn8RXX/Rg+GqGEAhFcYBOEVLPKL2n+prUoLbdPIkHsz8SH38P6QtSAZnDS4ifAqnOjDKxfAnFF3\n",
1800 "s8c3F3ZmfWTQY3TQVnjlg4cjRd3sC1rJsEJ3Xm392KkEt+vuSniFXhFewZSibg5L+h/dQ0YGERqj\n",
1801 "g+gTY4ObCK/CiT68cth7tTzry9q9rJe2F3VzSNIBSRfbqjwfup62Kq8ovVBlltA7r6T0lrb7vy9n\n",
1802 "g1aB5BBewZovU/fG+o/bqvyj0MUgez684sRB9IHOq02EV+GkEl497a6EVzuj8yoOFkKU7XIYHbTU\n",
1803 "eZVaeEXnFXpFeAVrWNQOS+i8Qp8IrzY94a6EV+NLJbyi82p5dF7FwdLIoJdDeGUhNEytw43wCoMg\n",
1804 "vIIZRd18oqTPUfeJ7u2BywEk6f3uSniFPtzprh8PWoUNPry6LWgVeSK8yk8s4VXunVeEV2FY6LxK\n",
1805 "dWyQ8Aq9IryCJX5R+9vbqrT+Bgt52Oi84kQr9MB3XhFebYZXtwetIk+EV/mJZWyQzqsO4dW4LHVe\n",
1806 "EV4BCxBewQS3pPKr3UNGBmFCW5VPSXpK3ZuJFwYuBxEr6uYGSXe4h4RXhFchEV7lJ7bOK8IrO3II\n",
1807 "ryx0XjE2CCyB8ApWvELSrZL+VFIbuBZgqw+46/1Bq0DsbpW0X9LTFk6RMuBJdyW8GpHrICW8yk8s\n",
1808 "4ZUPbXIdG7TQAbSdryWVjqBZLLzujA0CSyC8ghV+ZPBn26q8GrQS4Fo+vHp50CoQO7/vimXtHXZe\n",
1809 "hbEu6ZCkc21Vxn6EOeHV8hgbjIPFzivfEUTn1bDovAKWQHiF4Iq6uV9SKemspF8MXA6w3QfdlfAK\n",
1810 "e8Gy9msxNhhGKl1XEuHVKmLpvGJhe8dSeJXD2KCFzit2XgFLILyCBV/vrtO2Kq1/VxD5YWwQfWBZ\n",
1811 "+7VOSzov6UhRN6l8pzkGKYZXx4NWEQc6r+JAeBWGhc4rxgaBJRBeIaiibtYlfa17+KaQtQBzMDaI\n",
1812 "PjA2uIUbD2fv1fhSDK/ovNoZnVdx8OGVxZ1XKYdXljqvUvlmzrq7xj6eDmMIrxDa31f3ZvqPJP3H\n",
1813 "wLUAs3zIXe8r6mZ/0EoQMzqvrsfo4PgIr/IUS3iVe+eVD1HovBoXnVf9o/MKgyC8QjDu1KN/6B6+\n",
1814 "kUXtsKityuclfUzSAUn3BC4H8aLz6nosbR8f4VWeYhkb9OFaruEVY4NhWOq8ij68cvd3Pryi8wq9\n",
1815 "IrxCSP+VpE9V9yb6HYFrARZh7xX2is6r69F5NT7CqzzF1nmV+9gg4dW4LHRepTQ2eNhdz7dVeTlo\n",
1816 "JUgO4RVC8l1XP5fAkd1IG3uvsFecNng9dl6NL6XwyncRHXPf6cd8dF7FgfAqDAudVymNDTIyiMEQ\n",
1817 "XiGIom5uk/QVkq6KRe2wj/AKe8XY4PXovBpfMuFVW5UX1d1s3qC0b6z3pKibG2QzFJkl984rCyHK\n",
1818 "dkmHV0XdHFS3FuKypAsBS0lmbFCEVxgQ4RVCebWkg5Le3Vblg6GLAXbwQXclvMLK3Kmqt6h7Y/x0\n",
1819 "4HIsYefV+JIJrxxGB3d2o6Q1Sc9HMMKzsbA90246iyGjD69SCFVm8X+u04F376Y0Nkh4hcEQXmF0\n",
1820 "Rd3sk/RN7uEbQ9YCLImdV9iLjZFBDqa4Bp1X4/PhVSohKuHVzmIZGfTddOfU3Z+kcBO/KsvhVZKd\n",
1821 "V7Kx70pibBBYCuEVQvhidae2PSjpNwLXAizjL9W1lN9T1M3hnZ4MbMOy9tnYeTU+Oq/yE8uydm+j\n",
1822 "+ypoFWEQXo3PyqgmnVfAEgivEIJf1P6mtiqvBK0EWEJblRfUBVhrku4LXA7iw76r2ei8Gt9xd6Xz\n",
1823 "Kh/RdF45OS9ttxhe+VAl1fDKSucVO6+AJRBeYVRF3dwv6QvUtYX/XOBygFX4vVeMDmJVdF7NRng1\n",
1824 "vlTDq+MLn5W3WDuvslravmVx+CWFXRy+3UbnVaJ7yKx0XqU0NrjuroRX6B3hFcbmd129va3KVMYW\n",
1825 "kAdOHMRubey8ClqFPU9LuiLpWFE3B0IXk7qibvar6+y4qniCjJ3QebWz2MKrXDuvNrquLO1GdJ3n\n",
1826 "FyXtV3fQUmp8eGWl8yqlscGzQatAkgivMJqibo5I+hr3kEXtiA3hFXaLscEZ3Mln/psYt4asJRM+\n",
1827 "4HkmoZF9wqudxTY2mGXnlWyODHop773aOG0wZBHusIJLkva7LryYMTaIwRBeYUxfpe4N5h+0VflH\n",
1828 "oYsBVuTHBgmvsCrGBudjdHA8qY0MSoRXy6DzKg6EV2FY6byS0tl7RXiFwRBeYRRuTt4vaqfrCjHy\n",
1829 "nVfsvMKq6Lyaj/BqPIRXeYotvKLzyp6UwysTnVdOKqODhFcYDOEVxvKZkj5Z3dHo7wxcC7AbH5V0\n",
1830 "XtKdRd3k9qYae0Pn1Xw+vLotaBV5ILzKU6xjg7l1XllZHD5LyuGVpc6rVJa2E15hMIRXGMtr3fXN\n",
1831 "bVWeC1oJsAtuRwwnDmIlRd3cIOkO9/CxkLUY9aS70nk1PMKrPMXWecXYoD0+vIo9VJnFYudV7K8z\n",
1832 "4RUGQ3iFwRV181JJf1fdaSWMDCJm7L3Cqm6TtE/SybYqz4cuxiDGBsdDeJWnWDuvcutwjiG8ovNq\n",
1833 "WIwNAjsgvMIYvlXd37W3t1XJzhfEzIdXLwtaBWLi910xMjgb4dV4fMBDeJUXOq/iQHgVhqXOK8YG\n",
1834 "gR0QXmFQRd3cIuk17uFPhKwF6MGH3PW+oFUgJixrX4ydV+Oh8ypPsYVXuXdeWQhRtks5vKLzqn+E\n",
1835 "VxgM4RWG9mp1Xxje21bl+0IXA+yRD6/ovMKyWNa+GJ1X40kxvPKjcLe4/XK4Xmxjg7l2XvkQhc6r\n",
1836 "cVnqvGLnFbADvtBjMEXd7Fc3MihJbwhZC9ATwiusirHBxVjYPp7kwqu2Ki+pu9m/QfmFHcui8yoO\n",
1837 "lscGfaiSYnhlqfMqlbHBdXclvELvCK8wpFdIukfdnqBfC1wL0IePSTov6Y6ibrhRwjJ85xVjg7PR\n",
1838 "eTWe5MIrh9HBxei8igOdV2H4oMhCeJXa2ODZoFUgSYRXGNJr3fVftFV5JWglQA/c3+MH3UP2XmEZ\n",
1839 "dF4t5juvbmPsa3CEV5kp6mafupvzq7Jxc74MH97kGl5ZGF/bjvBqHIwNAjvgjSIGUdTNp0v6DHVv\n",
1840 "kt8WthqgV4wOYhV0Xi3QVuV5dZ0W+7TZIYJhEF7lZ2MULaJvIuY6Nkh4FYal8CqVsUHCKwyG8ApD\n",
1841 "8V1XP9tWpYUvCEBfOHEQq6DzamfsvRoH4VV+YhsZlLZ0XhV1sxa0knERXoXhgxYL9yqpjQ0SXqF3\n",
1842 "hFfoXVE390j6ckmXJP3LwOUAfaPzCqsgvNoZe68G5sbHYgwylkF4NV9sy9rVVuUFdbsl92lz8XMO\n",
1843 "YgivYu8ImsX/mSwELXReATsgvMIQvkXdm45pW5UPhy4G6BnhFZZS1M0RdTePF5Vet0ufCK+GtxFc\n",
1844 "tVV5OWgl/SO8mi/WwDLHpe0xhFdJdV65zj6LnVeEV8AchFfolTuB7evcw58IWQswEMIrLOsOd/14\n",
1845 "W5VXg1Zimw+vbgtaRdpSHRmUCK8Wia7zyslx7xXh1fgOS1qTdN5IqB/92KA7eOWwe3guZC1IE+EV\n",
1846 "+vY16t5s/G5blX8YuhhgAB9RNxL7oqJuchppwOp8ePVY0CrsY+fV8Aiv8hRreEXnlS2phleWRgal\n",
1847 "NMYG/fvisxEdEoGIEF6hN0Xd7Jf0j93DN4SsBRhKW5WXJD3kHn5CwFJgH/uulsPY4PAIr/IU69jg\n",
1848 "xtL2oFWMxHWrWAtStko9vLIwMiilMTbIyCAGRXiFPk0kvVTdWNW/C1wLMCROHMQyCK+WQ3g1PMKr\n",
1849 "PMXeeZXL2OC6uvG1M0bG17ZLNbyytO9KSmBsUIRXGBjhFXrhvmv03e7hjxr94gv0hb1XWAZjg8sh\n",
1850 "vBoe4VWeYg2vsuq8ku2RQUk6K+mqpCPu5NJUWOt2S2psMGgVSBbhFfrytyX9dUmPSPqFwLUAQyO8\n",
1851 "wjLovFoOO6+Gl0N4dXzhs/IU+9hgLp1XpsMrt7vIBysxdwVtZ3VsMObXmM4rDIrwCnvmjpr1XVc/\n",
1852 "3lbl+ZD1ACMgvMIyCK+W48OrW4NWkbYcwis6r64Xa+dVbgvbTYdXToqjg1bHBmPuvCK8wqAIr9CH\n",
1853 "z5b0GZJOSvrZwLUAYyC8wjIYG1wO4dXwfHh1auGz4uS7im5Z+Kw80XkVB8KrMBgb7B/hFQZFeIU+\n",
1854 "+K6rn2yr0vIXXqAvD0m6Iumeom4OBq4FdtF5tZxnJV2SdLSom8Ohi0lUyp1XG8u9XSc4NtF5FQfC\n",
1855 "qzBMjQ22VXlB3dfC/UXdHAhdzy4RXmFQhFfYk6JuPlXSF6j7xP9TgcsBRuFGYz+q7nPovWGrgUXu\n",
1856 "JprwagltVV6V9JR7SPfVMJINr9qqvKjuRukGpXVj3YdYwysWttvja4u5K2g7a2ODUvzdV4RXGBTh\n",
1857 "Ffbqu9z1zW1VngxaCTAuPzp4X9AqYNVRdafunJXtGxIrGB0cVrLhlcPo4Gyxhlcb3XRBqxhPTOFV\n",
1858 "SgGxtbFBKf69V4RXGBThFXatqJtPlPTlki5KekPgcoCxsfcKi2x0XbnOIizmO69uC1pFugivBAOA\n",
1859 "JgAAIABJREFU8hRreEXnlT0ph1eWOq9iP3GQ8AqDIrzCXrxO0pqkn2+r8mOhiwFGRniFRRgZXI3v\n",
1860 "vCK8Gkbq4ZVfRE94da1Ywys6r+xJMbxibLB/hFcYFOEVdqWomxdLepW6pdU/FrgcIATCKyzCSYOr\n",
1861 "YWxwIEXd3KDNUCfF0wYlOq+uU9TNPnU3kldl6+Z8GXRe2ZNieMXYYP8IrzAowivs1ndI2i/pnW1V\n",
1862 "fjB0MUAAhFdYhM6r1TA2OJyb1XVJP9dW5aXQxQzEh1fHglZhiw9+notwdJnOK3tSDq8shbuxjw2u\n",
1863 "uyvhFQZBeIWVFXVzu6Svcw9/JGQtQEAPuutL3Xe4ga0Ir1bD2OBwUh8ZlOi8miXWkUGJziuLUgyv\n",
1864 "GBvsn39NzwatAskivMJufJu6T07vbqvyfaGLAUJoq/KMpEckHZD04sDlwB7GBlfD2OBwCK/ylER4\n",
1865 "VdTNWtBKxkF4FYblscFYO68YG8SgCK+wkqJuTkj6Vvfwn4SsBTCA0UHMQ+fVahgbHA7hVZ6iDa/a\n",
1866 "qrwg6by69RSHA5czhhjCKx+qpBheWeq8YucVsADhFVb1WnVt3O9pq/L3QhcDBEZ4hXkIr1ZD59Vw\n",
1867 "CK/y5EfuoguvHN99lcPeqxjCK19brKHKLIwN9o/wCoMivMLSXNfVt7mHrw9YCmAF4RXmYWxwNey8\n",
1868 "Gg7hVZ586PPcwmfZ5etOqdNnnhjCq5Q7rywFLYwNAgsQXmEV367uO3m/RdcVIInwCjO4HS2+84rw\n",
1869 "ajmMDQ6H8CpP0Y4NOjktbY8pvIq1I2gWi2ODdF4BCxBeYSlF3dyqzV1Xrw9YCmAJ4RVmOa5ukf+z\n",
1870 "brE/dvaMpMuSjhZ1cyh0MYnJIbw65a6EV5sIr+IRQ3jF2OA4Yg8JCa8wKMIrLMvvuvr3bVX+fuhi\n",
1871 "ACMecNdPKOqGz6fwGBlcUVuVV8Xeq6HkEF75zqtjQauwhfAqHjGEV4wNjoOxQWABbrawo6Jubtfm\n",
1872 "rqsfCFkLYElblc9KekLSuqS7ApcDO1jWvjuMDg4jp/CKzqtNPvSJdeeVD3KSDq/cmLkPhCx1AG2X\n",
1873 "VOeVe90tdl4xNggsQHiFZXyXui+sv0HXFXAdRgexHeHV7tB5NQzCqzyl0nmVUqfPLIck7Zd0oa3K\n",
1874 "C6GLWSC1zqvDktYknW+r8nLoYrZgbBBYgPAKCxV18yJJ/9A9/J6QtQBGEV5hO8YGd4cTB4eRQ3jl\n",
1875 "A5qbGeHekEp4lXTnleIYGZTiD1W2szgyKMU/NrjurtZeVySCL/DYyfeq+67QO9uq/OPQxQAGEV5h\n",
1876 "OzqvdoexwWEkH161VXlJ3U3f1hGs3BFexSGW8OqspKuSDhd1sy90MT2weNKgFPHYoPt7cUjd35Pz\n",
1877 "gctBogivMFdRNy+T9GpJVyR9X+ByAKsIr7Ad4dXuMDY4jOTDK4fRwWvFvvOK8MoQd6hGSt1XFvdd\n",
1878 "SXF3Xvmuq7Pu7wvQO8IrLPJ6dXP4/7qtyvcHrgWwivAK2zE2uDuMDfbMjdD5E/hOhaxlBIRX16Lz\n",
1879 "Kg5RhFdOSuGV9bHBGF9j9l1hcIRXmKmom78h6askXRQnDAKLPOCu97nTawA6r3aHscH+3aTuvd7p\n",
1880 "tiovhi5mYD6cO7bwWfmIPbzK4rRBxRVepXTiIGOD/SO8wuAIrzDPj6jbHfHmtiofClwLYNlJdTdN\n",
1881 "N0m6PXAtsIHwancYG+xfLiODEp1X28UeXuVy2mBM4VVKJw4yNtg/wisMjvAK1ynq5vMkfbG6Nw4/\n",
1882 "FLgcwDQ318/oICRtLCz1IebjIWuJEGOD/SO8ypDrAvbhFTuvbIspvEqx88pa0ELnFbAA4RWu4fZj\n",
1883 "/Jh7+KNtVXLzBeyM8ArerZL2STrZVuWF0MVEhrHB/vnwKvV9VxLh1VaH1O0svdBWZaynfhFe2ZNS\n",
1884 "55XVscELki5LOlDUzYHQxayI8AqDI7zCdhNJnybpEUk/EbgWIBaEV/AYGdw9xgb7R+dVnmIfGZQI\n",
1885 "ryyKeZn4dibHBiM/1ZHwCoMjvMKGom4OSfqn7uH3t1XJJx9gOYRX8DhpcPeeUfcd55vc1yPsHeFV\n",
1886 "nlIIr1jYbg9jg+PwNa0HrWJ1hFcYHOEVtvomSS+V9J8lvS1sKUBUfHh1X9AqYAGdV7vkvuPsRwfp\n",
1887 "vuoH4VWeYt93JbGw3SLGBsfhw5/Ylrb7sI3wCoMhvIIkqaibWyV9n3v4urYqL4WsB4jMA+5K5xUI\n",
1888 "r/aG0cF+EV7lyXcrxdx5tTE26BbQpyqm8CqlziuTY4NO7GODZ4NWgaQRXsF7vbo3ue+R9GthSwGi\n",
1889 "85i6Nxsniro5EboYBMXY4N5w4mC/jrlrDuGVX0p/bOGz8hD92KD7Juo5dfcqsY1PrSKm8CrFziuL\n",
1890 "XUKxdl4xNojBEV5BRd38NXUjg1ckvdaNbgBYkvs347uvXhqyFgRH59XecOJgv+i8ylP04ZWTw9L2\n",
1891 "GMOr2DqCZmFssH+EVxgc4VXmXCv2G9Qd7f7mtir/LHBJQKwedNdPCFoFQiO82hvGBvtFeJUnwqt4\n",
1892 "xBReMTY4DsIrYA7CK3yxpM9X96bv+3Z4LoD5CK8gMTa4V4wN9ovwKk8pLGyXNsOSFMbU5okpvGJs\n",
1893 "cByEV8AchFcZK+rmoLquK0n6gbYqn1z0fAAL+fCKEwfzRufV3jA22C/CqzylsLBdovPKGsYGxxHr\n",
1894 "60x4hcERXuXttZJeLukDkt4YuBYgdnReZa6omwPqQpcrkp4IXE6sGBvsV07hlQ9qbirqJvf3t4wN\n",
1895 "xiOm8IqxwXHQeQXMkfsX92wVdfNibY4J/qO2Ki+ErAdIAOEVbnfXJ9uqvBy0kngxNtgTt9Mym/DK\n",
1896 "/Zs7LWlNaYcdyyC8ikdM4RVjg+MgvALmILzK1xvUfZJ5Z1uVvxW6GCABD0m6KuklrgMH+WFkcO8Y\n",
1897 "G+zPUXWHsZzJ6BtUjA52Utl5RXhlS0qdV5bHBgmvgDkIrzJU1M3nS/p76j5hf3vgcoAktFV5XtLD\n",
1898 "6m4WXxy4HIRBeLV3jA32J5uuqy18eHUsaBXhpbLzyoclSYZX7htdh9SNmp8LXM4yUuq8Ymywf4RX\n",
1899 "GBzhVWaKujkk6afcwx9sq/LhkPUAiWF0MG+cNLh3jA32J8fw6pS70nnViT288p1XKYQls/jun9Nt\n",
1900 "VV4NWslyYl0kPgtjg/1bd1eLrykSQXiVn9epW9L+fkn/S+BagNQQXuWNzqu9e0bSZXVLtw+GLiZy\n",
1901 "OYZXjA12Uguvkuy8Ulwjg1IiY4NuH6DlzqtYQ0L/mp4NWgWSRniVkaJuPknS97iH35zRDgxgLD68\n",
1902 "ui9oFQiF8GqPXPeB33vF6ODeEF7li51XcYgtvNoYG3QBUKwOqzvY4bzRw1Vi7bxibBCDI7zKhDs2\n",
1903 "+mclHZT0c21V/nbgkoAU0XmVN8YG+8HoYD8Ir/JF51Ucogqv2qq8JOmCuvvHQ4HL2QvLI4MS4RUw\n",
1904 "F+FVPl4t6b+V9LikKnAtQKoIr/JG51U/OHGwH4RXGXLfrIwqFFkg6YXtivP/Uwqjg5ZPGpQIr4C5\n",
1905 "CK8yUNTNXZJq9/Db2qo8GbIeIGGEV3kjvOoHJw72g/AqTxuBiNGRqFWkvrA9xvAqhRMHLe+7kgiv\n",
1906 "gLkIrxLnZtJ/St0buV+X9MthKwKS9oS6N6HHiro5vtOTkRw/Nkh4tTeMDfaD8CpPqey7khgbtCil\n",
1907 "ziurIUt04VVRNwckHZB0Rd1oKTAIwqv0TSR9ubovNt8cyVG8QJTcvy+6rzJU1M1hScckXVJeYcEQ\n",
1908 "GBvsR87h1bGgVYSVyr4rifDKohQ6r6yPDcZ42uC6u57hXhNDIrxKWFE3d0r6affwO9qq/HDIeoBM\n",
1909 "EF7laWNZe1uVV4JWEj/GBvuRY3h1yl1z7rzyQQ/hlX0xh1cxBSvbMTbYP0YGMQrCq0S5ccGfkXRC\n",
1910 "0m9JekvYioBsEF7liZHB/jA22I8cwyvGBum8ikmM4RVjg8MjvALmILxK11dJ+lJ1b15eTQsnMBof\n",
1911 "Xt0XtAqMzS9rfyxoFWlgbLAfPrw6tfBZaSG8Siu88kHJUfdN2dTEGF4xNjg8witgDsKrBBV18yJ1\n",
1912 "S9ol6bVtVX40ZD1AZui8yhMnDfaHscF+0HmVp2QWtrdVeUnSOXX3K+s7PD1GMYZXKXReWR8bvKBu\n",
1913 "8fnBom72hy5mSRs7r4JWgeQRXiWmqJt9kn5B3ZvWX5P01rAVAdkhvMoTY4P9YWxwj1yXCuFVnlLq\n",
1914 "vJLSHh2MMbxKqfPKZNDipmX86xxL95Wv82zQKpA8wqv0fKekz5X0uKSvZVwQGN1Dkq5Keok7Ohh5\n",
1915 "YGywP4wN7t2NkvZLOtdW5bnQxYxoI+hw38zLUUoL2yXCK2tSWNhufWxQim90kLFBjILwKiFF3Xya\n",
1916 "pB92D7+6rcrHQ9YD5KityvOSHpa0T9KLA5eD8TA22J9nJF1WF0AcDF1MpHLsulJblZeVdtixDDqv\n",
1917 "4hFjeMXY4DgIr4AZCK8SUdTNjZJ+Sd13Wn+yrcp3By4JyBmjg/lhbLAnbVVe0Wb3FXuvdueYu2YV\n",
1918 "Xjl+dPDYwmelK5mdV44PSwivbGBscByEV8AMhFcJcLst3iTpfkl/Jul1YSsCskd4lR/GBvvF6ODe\n",
1919 "ZNl55fjTFXPde5Vq51XMYck8MYdXMXdeMTbYP8IrjILwKg2vkfQqdZ8w/n5m+y0Ai3x4dV/QKjAm\n",
1920 "xgb7xYmDe5NzeJX70nZ2XsUjxvCKscFxEF4BMxBeRa6om78p6afcw29oq/I/hawHgCQ6r7JS1M1R\n",
1921 "dW/kzymdG8bQOHFwbwiv8g2vUu28IryygbHBccTW4UZ4hVEQXkWsqJtbJL1T0iFJb2mr8n8LXBKA\n",
1922 "DuFVXvy+q8c44bU3jA3uDeEV4VUqO69yCK8sdwBtl0LnFWOD/SO8wigIryJV1M0Nkn5e3VjS+yR9\n",
1923 "a9iKAGxBeJUXRgb7x9jg3hBeEV7ReWWYex8fQ4iyXQqdV4wN9o/wCqMgvIrX6yV9qbo3aa9kzxVg\n",
1924 "yhPq3hQdK+rm+E5PRvQ4abB/jA3uDeEV4VUq4ZXv9Ik5LJll42a/rcrLQStZTWzjbLPEMDYYW3i1\n",
1925 "7q6WX1MkgPAqQkXdvFLS/yzpiqSvaKvyQ4FLArCFGx2j+yofnDTYP8YG94bwSjoWtIpwWNgehxj3\n",
1926 "XUmMDY4ltvDK13k2aBVIHuFVZIq6+WRJb3MPq7YqfzNgOQDme8BdCa/Sx9hg/xgb3BvCqww7r4q6\n",
1927 "OaRuD+pldQdIpIDwyhbGBscRW4cbY4MYBeFVRIq6uUvSv1X3CeLnJf1E2IoALOA7r+4LWgXGwNhg\n",
1928 "/xgb3Jucw6tT7ppdeKUtXVcJHR5BeGVLbKHKLIwN9o/wCqMgvIpEUTc3Sfo1SS+R9P9K+saE3pgA\n",
1929 "KWJsMB+MDfaPscG9yTm8yrbzSumdNCgRXllzVtJVSYeLutkXuphVFXWzpjg6rwivgBkIryJQ1M0B\n",
1930 "SVNJf1PShyT9HRa0A+YRXuWDscH+MTa4N4RXeYZXPuB5ZuGz4uLDHcIrA9w3zmPuvjosaU3SeeOL\n",
1931 "8gmvgBkIr4xz3yH4GUlfqO7N/Be1VflE2KoALIHwKh+MDfbvGXV7e24u6uZg6GJi4t43EF7lGV6l\n",
1932 "dtKgtNl5FfOOpVmiDK+cmJe2xzAyKBFeATMRXtn3TyR9rbo23S/hZEEgGh9W11r/Etc9iQS5oICx\n",
1933 "wZ61VXlF0kn3kO6r1axLOqiusyDHk58IrxgbjEHM4VXMS9tjOGlQIrwCZiK8Mqyom++R9N3qvvv8\n",
1934 "FW1V/kHgkgAsyY32fkzSPkkvDlwOhnOLutO9TrdVaf3NcGwYHdydnLuuJMIrKc3OK8IrO2IeG4xh\n",
1935 "35UU32tMeIVREF4ZVdTNayX9sLrOjf+hrcr/I3BJAFbH6GD6GBkcDicO7k7u4dVz6t47HS3qZn/o\n",
1936 "YkaWYnjlw52jrtM1FTGHV4wNDo/OK2AGwiuDirr5JklvcA9f3VblO0LWA2DXHnBXwqt0MTI4HE4c\n",
1937 "3J2swys3cuq7dW5e9NwEJRdetVV5SdI5dfcssdzILyPm8IqxweERXgEzEF4Z4zqufto9/EdtVb41\n",
1938 "ZD0A9sR3Xt0XtAoMiZMGh8PY4O5kHV45uY4O+tG6ZMIrJ8Wl7TGHVzF3XsUyNhhNeOX2uu6TdKmt\n",
1939 "youh60HacmunNsu1Qn+vpB90P/QtbVW+MWBJAPaOscH0MTY4HDqvdofwSjqlbtdgbuFVcp1XznOS\n",
1940 "blcXzqXS5RpzeJVC55X1DqFowitt1pjjASEYGeGVAS64+meSXifpirpRwbcFLQpAHwiv0sfY4HDY\n",
1941 "ebU7Prw6FbSKsHLtvErxtEEpzaXtKYRXMXZeMTbYP0YGMRrCq8CKujkk6V9J+u8lXVK3nP2Xw1YF\n",
1942 "oCeEV+ljbHA4jA3uDp1XhFcpdl5JhFdWMDY4vJgCQsIrjIadVwEVdXNC0r9XF1w9L+lLCa6ApDyh\n",
1943 "7t/2saJuju/0ZESJscHhMDa4O8fclfCK8CoVhFe2MDY4vPPqTk09VNTNvtDF7IDwCqMhvAqkqJv7\n",
1944 "Jf0/kj5b0iOSPqutyl8PWxWAPrVVeVV0X6WOscHh0Hm1O3ReEV6lFl75gIfwyoaYuoK2i2Js0L1/\n",
1945 "9GHQeshalkB4hdEQXgVQ1M2XSfpDSS+X9P9J+q/bqnxf2KoADITwKm2MDQ6HnVe7Q3i1GV4dW/is\n",
1946 "9HDaYDxiDq8YGxxHLHuvCK8wGnZejaiom/3qFrN/p/uhd0n6mrYqU1usCWDTA+56X9Aq0Luibm6Q\n",
1947 "9AL3kM6r/jE2uDuEV3RepRpe0XllA2OD4yC8Arah82okRd28TNJ/UBdcXZb07ZJeSXAFJI/Oq3Sd\n",
1948 "UPdNoFNtVZ4PXUyCTqk7gffmom4OhC4mIoRXhFepvbckvLIl5s6rKMYGnVjGMwmvMJognVeTyWS/\n",
1949 "pP9J0tdIulvdd6zfKekHptPpjp9MJpPJHZJ+SNIXqbt5eFDSv5xOp28erOhdKupmTdI3Svrn6v5x\n",
1950 "PyLpK9qq/N2ghQEYiw+v6LxKDyODA2qr8kpRN09Jul3d3ite5+UQXnXBp5RReOU6QX24Q3hlmLs3\n",
1951 "8OFVDCHKdjF3XjE22D/CK4wmVOfVL0r6Lkk/J+nLJL1B0qskvXsymSw8UWEymRyT9DuSPk/S6yX9\n",
1952 "PUn/p6R/MZlM/tmANa+sqJuXqztN8KfV/cP+JUl/g+AKyMpfuutLg1aBIXDS4PAYHVwd4VWenVc3\n",
1953 "SlqTdKatykuhi+lZagvbD0naJ+lCW5UXQhezC7F0BM3C2GD/CK8wmtE7ryaTyZdJeqWkz59Op+9x\n",
1954 "P/wbk8nkPZL+WNI3S/qpBb/FD6pbwPlfTqdTf8Pw7slk8kFJPzuZTN4xnU7/dKDyl1LUzVFJ36tu\n",
1955 "NPCAujff39hW5b8JWReAIB5y15cUdbM/wZuKnHHS4PA4cXAFRd0clnRY0kXlfSORY3iV6r4rKb2F\n",
1956 "7TGPDEqMDY4llvDKn4Z4NmgVyEKIzqtvkPTbW4IrSdJ0Ov1zSW9XN2I302QyOSTpH6gbEdz+ne63\n",
1957 "qrtJ/Ppeq11BUTcHirp5jaT3S3qduuDqrZL+KsEVkKe2Ks+pGxfeJ+lFgctBvxgbHB4nDq5mo+vK\n",
1958 "HbWeqxzDq1RPGpQSGxtU/OEVY4PjiCW8ovMKoxk1vHK7rj5T0q/NecqvS/ork8lk3pvUT1H3heu6\n",
1959 "Xz+dTq9Kerekz917patxodWrJX1A0lvU7fFqJX16W5Vf21bl42PXBMAUPzrI0va0MDY4PMYGV8PI\n",
1960 "YCfH8CqHzivCKxsYGxwH4RWwzdhjg3ep+wv+/jk//xfuep82v9u61cvcdd6v/4Ckr9t1dSsq6uZu\n",
1961 "Sa9xH/Nu98PvV7dM/h1tVV4ZqxYApj2oLrhn71VaGBscHp1Xq/Hh1amFz0qfD6+OBa1iXKmeNCgR\n",
1962 "Xlnj66bzalixhISEVxjN2OHVCXed96bK//i83RYnJF2aTqfz/nGcknRwMpkcWfCcPSnq5hZJf1vS\n",
1963 "RNKXqBsFkqQ/VxdaTduqvDzExwYQLZa2p4mxweH5zit2Xi3HhzW5d16dlnRV0pGibg60VXkxdEEj\n",
1964 "oPMqHrGHVxuhSlE3a5GNKLPzqn+EVxjN2OGV/6Izb6Gb/0s/r837JknnFvz+W399L/+A3PLTT5H0\n",
1965 "30j6W+6/A+6nL0l6p6Q3SXpvZJ+8AYyHscE0MTY4PBa2r4axQUltVV4p6uZZde8Hb9ZmCJqylMOr\n",
1966 "mDt9Zok6vGqr8lJRN+fVnZp4SIvvzaxhbLB/hFcYzdjhlf/Oyfqcn/d/+Z+Z8/PPqTtFZ56dfv1c\n",
1967 "Rd28Qt0Xk5sl3aPuJvM+SX9V0sEtT70i6T9I+hVJ72yr8tFVPxaA7DzornRepYWxweGx82o1hFeb\n",
1968 "TqkLr24R4VXs6Lyy53l1wdVRRRJeFXWzprjGBgmvgG3GDq9Ouuu8HQS+42rem4yTkvYvGAu8RdKF\n",
1969 "XY4M/sqcH78q6c8k/Z6k35f07rYqn9jF7w8gX4wNJqaom/2Sblf3NYKvCcNhbHA1hFebclvanvJp\n",
1970 "gxudVxGOqc2SSnh1Ql0n06w9xRYdlrQm6XwkK14Ir4Btxg6vHlU3MvhJ6k4W3O6T3PXBGT8nSQ+4\n",
1971 "6ydK+pM5v/6BGT++jF9V90XkeUkPu9/nAUl/0Vblyp1cALDFI5IuSrqjqJsb26qM4Tt+WOw2dW+C\n",
1972 "n8hkn04ojA2uhvBqU27hVbKdV25M7ay6yY0jiqNrZpEUwitfu/Vl4lvFNDIosbAduM6o4dV0Or00\n",
1973 "mUx+V93C8zfMeMoXS/rz6XQ677vYf6yudfhLtC28mkwma5K+UNJv7qa2tipfsZtfBwA7aavyclE3\n",
1974 "D0m6X9K9kv5T0ILQB0YGx8HY4GoIrzYRXqXlOXXh1U0ivLLA/z+IaQ9ZTCODEp1XwHVuCPAx3yzp\n",
1975 "8yaTyd/a+oOTyeSvSPpK9/P+x26ZTCYb+7Gm0+k5ST8v6Vsmk8kdutZXqxvJectAdQPAXjA6mBZO\n",
1976 "GhzH0+pGM4+5UU0sRni1Kdfw6rmFz4qXD3pS2HuVQngVc+cV4VW//L064RUGN/obwel0+iuTyeRd\n",
1977 "kt41mUx+RNKfSnqZpO+W9EeS3ihJk8nkRnXjg09oc5xQkr5PXYfV/z2ZTH5U3SjiZ0r6dkn/fDqd\n",
1978 "vm+sPwsArIATB9PCSYMjcF2LT6vbrXJc7BfbCeHVJh9ezduzmpocOq+kuDp95kkhvIqx8yq2scFY\n",
1979 "witf39mgVSALITqvpK7D6sclvVrSu9QFT78k6Qum06lfoHdRXTD1ka2/cDqdnpL02ZJ+R9IPSnqn\n",
1980 "pL8j6Tum0+nrRqkeAFbHiYNpYWxwPIwOLo/walNunVcpL2yX0jpxMKXwKqbOK8YGh8HYIEYTpAV/\n",
1981 "Op1ekvRD7r95z7kg6a/P+bmPS3rNMNUBwCAYG0wLY4PjeVLdvjiWtu+M8GpTbuFVLp1XhFc2MDY4\n",
1982 "PMIrYJtQnVcAkBvfecXYYBoYGxyP77wivNqZD69OBa3CBsKrtBBe2cLY4PDMd7cVdbMmxgYxIsIr\n",
1983 "ABjHRueV+2KPuDE2OB7GBpdQ1M1BdTcRl5Xu0u5V+ACP8CoNLGy3xXywMgNjg/07qC5PuNhW5cXQ\n",
1984 "xSB9hFcAMI6n1d1UHBUdJClgbHA8T7or/24W84vJT7VVeTVoJTbk2nmVanDJwnZbGBscXgzhFSOD\n",
1985 "GBXhFQCMwN1MMjqYDsYGx8PY4HLYd3WtbMIr13V3SF3XXaqjO4wN2sLY4PAIr4BtCK8AYDwsbU9A\n",
1986 "UTeHJJ1Qd6P41A5Px94xNrgcwqtr+fDq2MJnpWHjpMGEu+4Ir2yJsfMqtrHBc+66XtSN1Xt2wiuM\n",
1987 "yuo/BABIkQ+v6LyK2wvc9bG2Kq8ErSQPjA0uh/DqWtl0Xin9fVcS4ZU1MXdeRRFeufcXvpPycMha\n",
1988 "FiC8wqgIrwBgPH5skM6ruLHvalyMDS6H8OpahFdpSSK8KurmgLoRzyva7KyJUYwL22MbG5Tsv86E\n",
1989 "VxgV4RUAjIexwTQQXo2LscHlEF5d67S6gGDdBQYpyyG8SuW0QR9CnI58xJOxwXFY33u17q6EVxgF\n",
1990 "4RUAjIexwTTc5a6EV+NgbHA5hFdbuGDAhzmpd1+lftKglM5pgymMDEqMDY7Fenjl60r1oAgYQ3gF\n",
1991 "AON5yF1fUtTNvpCFYE/ovBrXSXc9YXhprQWEV9c75a65hFcpd14lMTao9MKrmDqvYhwbjCW8iuk1\n",
1992 "RcR4EwgAI2mr8qykRyXtl/SiwOVg9wivRtRW5QV1N677lH4IsRc+vDq18Fl5yWXv1cZpg0GrGBbh\n",
1993 "lS2+/pg6rxgb7B/hFUZFeAUA42J0MH6EV+NjdHBndF5dL5fwis6reKQSXsXceRVTeGX9dSa8wqgI\n",
1994 "rwBgXJw4GD8fXj0atIq8cOLgzo65K+HVJh9eHVv4rPjlEF6lsrA9lfAqxoXtjA32j/AKoyK8AoBx\n",
1995 "ceJg/Oi8Gh8nDu6Mzqvr0XmVjo0xtaJu1oJWsjephFfnJF2VdDiiHZ6MDfaP8AqjIrwCgHExNhgx\n",
1996 "d9NEeDU+xgZ3Rnh1vdzCq2RPG2yr8pK6E83WZPdGfhlJhFfuNE/rI23bxTg2SHgFbEF4BQDjYmww\n",
1997 "bjdJWpf0fFuVUd98RIaxwZ0RXl0vt/Aq5c4rKY29V0mEV05so4OMDfaP8AqjIrwCgHExNhi3u9yV\n",
1998 "rqtx+c4rxgZnKOpmv7ob+qtKP8BYRS7hVQ6nDUpphVcpdMn5DibzJw66rmnGBvtHeIVREV4BwLg+\n",
1999 "JumipDuLurH6ZgTzMTIYBp1Xi/mF5KfaqrwStBJbcgmv6LyKB51XYRxWN3J6vq3Ky6GLWYH10UzC\n",
2000 "K4yK8AoARuTeNH3YPbw3YCnYHcKrMFjYvhgjg7MRXqVlY2l70Cr2JqXwKprOK8U5MijZ77xad9ez\n",
2001 "QatANgivAGB8jA7Gi/AqDBa2L0Z4NdspdyW8SgOdV7ZY7wraKsaRQcl+eEXnFUZFeAUA4/NL2zlx\n",
2002 "MD4+vHo0aBX5YWxwMcKr2XLrvEphj9IihFe2xDQ2GONJgxLhFXANwisAGB+dV/Gi8yqSsiF5AAAg\n",
2003 "AElEQVQMxgYX8+HVqYXPyk/y4ZVbRO3DHMIr+1IKrxgbHB7hFbAF4RUAjI/wKl6EV2FsdF65m3Vc\n",
2004 "i86r2ZIPr9TdlK9JOtNW5aXQxQyM8MoWxgaHZ/01JrzCqAivAGB8jA3Gi/AqgLYqz6hbCHtQdt/E\n",
2005 "h+RPGyS8ulYO4VUu+66kzcCH8MoGxgaHR+cVsAXhFQCMb6Pzii6S6NzlroRX42N0cD46r2Z7XtJl\n",
2006 "SetF3RwIXcxAcgqvfOdVDGNq86QUXjE2ODzCK2ALwisAGN9JdW/Cb5J0InAtWFJRN/sk3e4ePh6y\n",
2007 "lkxx4uB8hFcztFV5VZuhTqrdVzmGV3Re2RBT51WsY4OEV8AWhFcAMDJ3Q8XoYHxuV/d188m2Ki+G\n",
2008 "LiZDnDg4H+HVfKmPDuZy0qBEeGVNjJ1XhFc9cZMDvq6zIWtBPgivACAMlrbHx++7ejRoFflibHA+\n",
2009 "wqv5Ug+vfJBD55VxRd3coHjH12axvkx8q1hfd7PhlaTD7nq+rcrLQStBNgivACAMwqv4sKw9LMYG\n",
2010 "5yO8ms+HV8cWPitejA3GY2N0ra3KK0Er6Qdjg8OzHBCuu2tsgSAiRngFAGEwNhgfwquwGBucj/Bq\n",
2011 "vtQ7r3IKr3xYEsOY2iwpjQxKjA2OwY/jHTF4wA8jgxgd4RUAhEHnVXwIr8JibHA+wqv5CK/SEXvn\n",
2012 "VWrhVUydV1GODboOvXPu4eFFzw2AZe0YHeEVAIThwys6r+JBeBUWY4MzuFMwfTDzzKLnZorwKh2E\n",
2013 "V7bE1HkV69igZHfvFeEVRkd4BQBhPOSuL3E3n7CP8CosxgZn86HMsyzNnSmX8IrTBu1LNbyKqfOK\n",
2014 "8Ko/hFcYHeEVAATQVuUZdSHIAUl3By4Hy7nLXQmvwvCdV4wNXouRwcVSD69yOm1wY+eVwf0/y0gt\n",
2015 "vGJscByEV4BDeAUA4TA6GBc6r8Ki82o2f4oe4dVsqYdX2YwNus7Cs5LWFEdgsl1q4RVjg+Ow2uFG\n",
2016 "eIXREV4BQDj+xEGWtsfBh1ePBq0iX4RXs9F5tRjhVVr86GAMgcl2qYZXN0bQCcfYYP8IrzA6wisA\n",
2017 "CIcTByNR1M0RdTeJFySdClxOrp6TdFHdjZK1U5dCIrxajPAqLTHvvUoqvGqr8pKk8+ruJw8FLmcn\n",
2018 "jA32j/AKoyO8AoBwfOcVY4P23eGuH2+r8mrQSjLlXne6r65HeLUY4VVaCK9siWV0MOaxQcIrwCG8\n",
2019 "AoBw6LyKB/uubCC8uh7h1WK+UzL18CqH0wYlwitrYlnazthg/wivMDrCKwAIh/AqHoRXNnDi4PUI\n",
2020 "rxZLvfMqp9MGpc2whPDKhlg6r2IeG7S6sH3dXWN8TREpwisACOdhSZck3VXUzfpOT0ZQhFc20Hl1\n",
2021 "PcKrxZINr4q6OSjpsCR/Cl8OWNhui9VgZYNbJs/YYP98Pbl87oEBhFcAEIg79vvD7uG9AUvBzu5y\n",
2022 "V8KrsAivrkd4tdjz6sKd9aJuDoQupmcbXVcZ7eJjbNCWGMYGD0tak3Teve+KjfXwis4rjIbwCgDC\n",
2023 "YnQwDnRe2cDY4PUIrxZwoY4fqUut+yq3Ze0S4ZU1MYwNxjwyKBFeARsIrwAgLE4cjIMPrx4NWgXo\n",
2024 "vLqeD69OLXxW3lIdHSS8ikvK4ZXlzquYRwYlwitgA+EVAIRF51Uc6LyygfDqenRe7SzV8MoHOLmc\n",
2025 "NCgRXlnj/ywxdF4RXvWL8AqjI7wCgLAIr+JAeGUDY4PXO+auhFfzpRpe5dh5FUNYMk+K4VUMnVex\n",
2026 "jw1afY0JrzA6wisACIuxQePcSUU+vHosZC2g82qrom5u0GZ4xdjgfIRX6aDzypYYFrYzNjgMwiuM\n",
2027 "jvAKAMLa6LxyIQnsOS7pgKRn2qrkSOiwCK+udZO693Kn26q8GLoYwwiv0kF4ZUtMC9sJr/pFeIXR\n",
2028 "EV4BQFhPqXsje7M2d9fAFkYG7WBs8Frsu1oO4VU6ogyv3DenfMATa4gyi9WRtq1iHxskvAIcwisA\n",
2029 "CMgd487ooG2EV3acknRF0i1F3ewPXYwBhFfLIbxKR5ThlaRDkvZJOp9YlyRjg8OzGl6tuyvhFUZD\n",
2030 "eAUA4bG03ba73PXRoFVAbVVekXTSPTwRshYjCK+Wk2p4leNpgz4siS28SnFkUGJscAxWu9t8mMY6\n",
2031 "BYyG8AoAwiO8so3OK1v83itGBwmvlpVqeJVz55XlsGSWVMOrGDqvGBscBmODGB3hFQCEx9igbYRX\n",
2032 "trC0fRPh1XIIr9IR69hgquEVnVfDMxdeuZNu/dggnVcYDeEVAIRH55VthFe2+KXthFeEV8sivEqH\n",
2033 "D3+ORnZCb+rhVQydV4RX/TnsrufcOD8wCsIrAAjPd14RXtlEeGULY4ObfHh1KmgV9hFeJaKtysvq\n",
2034 "bubXZDsw2S7V8CqmscFYwyvf2XTEUGDLyCCCILwCgPAectd7i7rZF7IQzER4ZQtjg5vovFoO4VVa\n",
2035 "YhwdTDW8YmxwYG1VXpJ0Qd19+8HA5XiEVwiC8AoAAmur8oykxyQdkPTCwOXgeoRXtjA2uOmYuxJe\n",
2036 "LZZqeJXjaYPSltHBoFWsJvXwis6rYVl7nQmvEAThFQDYwNJ2g4q6OaBuPO2KNkMThMXY4CY6r5aT\n",
2037 "anhF51U8Ug2vGBsch7W9V4RXCILwCgBsYGm7TXe462Nu1wrCY2xwE+HVck6rC6CPuEA6em73jQ+v\n",
2038 "cuu8Iryy45ykq5IOG157QHjVP8IrBEF4BQA2EF7ZxMigPYwNbiK8WkJblVeVXvfVjeqWlp9xO3Fy\n",
2039 "QnhlhPu3Zb37ivCqf4RXCILwCgBsYGzQJsIrexgb3ER4tbzUwqtcRwYlwitrrC9tJ7zq37q7El5h\n",
2040 "VIRXAGADnVc2EV7Zw9igNsbGCK+WR3iVDh8AEV7ZYG2Z+Ha+rphfe2vhla/jbNAqkB3CKwCwgfDK\n",
2041 "JsIre06664mibnJ+H3NU0j51Y2MXQhcTgdTCq1xPGpQ2/8xWO31mSTm8sj426F/7mDuvrAWEjA0i\n",
2042 "iJzf9AGAJQ9LuiTphUXdrO/0ZIyG8MqYtiovqgsibpB0LHA5IdF1tZrUwqucO68YG7SFscHhWe28\n",
2043 "IrzCqAivAMAAt3D3I+7hPSFrwTUIr2xidJDwalWEV+kgvLLFWlfQhqJu9ks6qO5ExHOBy9kLwitA\n",
2044 "hFcAYAmjg/b48OrRoFVgO3/iYM5L2314dSpoFfEgvEoH4ZUt/s9ksfNqo+vKnYwYK8IrQIRXAGAJ\n",
2045 "Jw7ac5e70nllC51XdF6tivAqHSxst8Vs55XSGBmUCK8ASYRXAGAJnVeGuNPcGBu0ifBqc98X4dVy\n",
2046 "UguvfHCTY3jFwnZbLC9sTyW8shYQEl4hCMIrALCD8MqWo+reoJ1RmjccMWNskM6rVaUWXvnOq5xP\n",
2047 "G6TzygbLC9tTCa/ovAJEeAUAljA2aMtG11XkuzJSROcV4dWqUg2vcu68IryywVpX0FaEV8MgvEIQ\n",
2048 "hFcAYAedV7YwMmiX77wivCK8WhbhVTqiCq+Kujkg6ZCky5LOBy5nCIwNDo/wChDhFQBY8qS6N4G3\n",
2049 "FHVzfKcnY3CEV3b5zivGBgmvlkV4lY6owittBiinE+3iZWxweNbCq3V3JbzCqAivAMAI96bWd18x\n",
2050 "Ohge4ZVdjA0SXq2K8CodvtPHYlgyS8ojg1IcnVexv/bWwitfx9mgVSA7hFcAYAujg3b48OrRoFVg\n",
2051 "FsYGCa9WdcpdUwmvcj5tcCO8cqfCWpd6eGW588rXFHvnlbW9YowNIgjCKwCwxS9tJ7wKj84ruxgb\n",
2052 "JLxaVaqdV9mdNthW5WV1N81rsnMzv0gu4ZXF/xeMDQ6D8ApBEF4BgC2MDdpxl7sSXtmzMTYYSefF\n",
2053 "EAivVvO8uoXZR4q6ORi6mB7kPDYoxbX3KvXwKoaxQcKrfhFeIQjCKwCwhbFBO17orowNGtNW5Tl1\n",
2054 "NyMHZHNUZVAusPPh1alFz0XH7RRMqfuK8KpDeBWe5bFBwqthEF4hCMIrALCFsUE7fOcV4ZVNOY8O\n",
2055 "HlEX3J1vq5KFuctLYu+V6xw7rK6TLNf//z4IIrwKj7HB4RFeASK8AgBrHnLXe4u64XN0IEXd7Jd0\n",
2056 "u6Srkh4PXA5m80vbcwyvjrkrI4Or8Z1XxxY+y76NZe2uoyxHvvPKYrfPdqmHV4wNDs9MQFjUzT5J\n",
2057 "h9zDcyFrQX64MQIAQ9qqfF5dWHJQm2NrGN8d6pYBP9ZW5aXQxWCmnE8cZN/V7iTReaW8Txr0GBu0\n",
2058 "g7HB4fkOyyMG9jyuu+uZjMNzBEJ4BQD2MDoYHvuu7Mu58+qEu54MWkV8fHgVe+dVticNbkF4ZcdG\n",
2059 "V5CBYGW7JMKrtiovSrooaZ+6kfGQGBlEMIRXAGAPJw6Gx74r+wivCK9WlcrC9tyXtUuEV2a47uTz\n",
2060 "6u4rDwcuZ7skwivHyt6rjc6roFUgS4RXAGAPJw6GR3hlX84L2wmvdie1zivCK8IrK8zsZNqG8Kp/\n",
2061 "/uPnelgEAiK8AgB7GBsMj/DKPjqvCK9WlcrCdsKrzSDI4p6l7XIIr6wubff1pPDaWwuv6LzC6Aiv\n",
2062 "AMAexgbD8zuvHglaBRbJObzyC9sJr1aTysJ2wis6r6yxurTd15NC55WV7jbCKwRDeAUA9jA2GB6d\n",
2063 "V/blHF7RebU7qYwNctog4ZU1VoKV7Rgb7B/hFYIhvAIAez4q6bKku4u6sbb8NBeEV/b58OrWoFWE\n",
2064 "QXi1O6ktbOe0QcIrK6yOcRJe9Y/wCsEQXgGAMe7kno+4h/eErCVjhFf20XlFeLWqVDqvGBskvLLG\n",
2065 "XOdVUTf7JB2SdFVpLBcnvEL2CK8AwCaWtgfi3vDe6R5+PGQtWGjjtMGibtaCVjI+H149HbSK+LCw\n",
2066 "PR0+CCK8ssHiwnZfy5m2Kq8GraQfhFfIHuEVANjE0vZwblf39fHJtiovhC4Gs7VVeV5d98V+bd7M\n",
2067 "54LOq91hYXs6fOeVtTG1WXIIrywubE9pZFAivAIIrwDAKJa2h8PIYDxyHR0kvNqdVDqvWNjO2KA1\n",
2068 "5sYGlV54ZeU1JrxCMIRXAGATY4PhEF7FI7vwqqgb32l2VZthDJbjX6+bi7qJ+T0wnVeRhFfu79nG\n",
2069 "+FrIWgZmeWwwlfCKzitkL+Yv3ACQMsYGw3mhuxJe2ZddeKXNrqGn26q8ErSSyLjDME6re/9rabxp\n",
2070 "VZw2GEl4pc0b/ecT//fK2ODwrIRX6+5KeIXREV4BgE2MDYbjO68eCVoFlpFjeMXI4N6kMDrod3bl\n",
2071 "3Hm1EZYY76LLYWRQovNqDFbCK//xUzjBEZGx/MkeAHL2hLo3XMeKujkeupjMMDYYD8IrrCqFpe2+\n",
2072 "9mzHRtuqvCw7N/OL5BJeWe68SuW1t/L3nbFBBEN4BQAGuWOd6b4Kg/AqHjmHV08HrSJeUXdeFXWz\n",
2073 "T5ujcjmPDUpxjA7mFl5Z6rzyr30qnVdWXmPCKwRDeAUAdhFehcHOq3g85a45hld0Xu1O7J1XG8GV\n",
2074 "6z7KGeGVHYwNDo/OK2SP8AoA7OLEwTDovIpHjp1XfoyY8Gp3fHgVZeeVNpe1ZzsyuAXhlR2WxwYJ\n",
2075 "r/pFeIVgCK8AwC5OHBxZUTdrku50Dwmv7MsxvKLzam986BNr51X2+662ILyyw8pI21aEV8NI7XVF\n",
2076 "RAivAMAuxgbHd6ukA5JOtVXJSTr2EV5hVbF3XhFebfKBEOFVeIwNDs+HV6FfY//x6bzC6AivAMAu\n",
2077 "xgbHx76ruBBeYVVRL2zXZnj1bNAqbPCdV5ZG1bbLJbxibHB4VrrbUntdERHCKwCw6yF3fWlRN3y+\n",
2078 "Hgf7ruLiA5wT7hS2HBBe7U3sC9vpvNrE2KAddF4Nz0p45ccWU3ldERFuhgDAqLYqT0t6QtJBbYYq\n",
2079 "GJZ/nR8JWgWW0lblRXVhxA2Kt5NmVYRXe5NK5xXhFeGVJXReDc9KeMXYIIIhvAIA2xgdHBedV/HJ\n",
2080 "bXTQh1dPB60iXnRepYPwyo5zkq5KOmSoC5bwqmfuUBs6rxAM4RUA2MaJg+Ni51V8cguvjrsrnVe7\n",
2081 "E/vC9pvdlfCKhe1mtFV5VfZGB30dqbz2G6cNuhAphMOS1iSdb6vycqAakDHCKwCwjRMHx0XnVXyy\n",
2082 "Ca/cDQudV3vD2GA6YljY7oO1VAKURayNDibVeeXCorPqwqP1QGUk9ZoiPoRXAGAbY4PjIryKTzbh\n",
2083 "lbob4X2STrdVeSF0MZFibDAdMYwN+tqeW/isNAQfa9vGh2gpBS2hX2P2XSEowisAsI2xwXGxsD0+\n",
2084 "OYVXLGvfu1Q6r54NWoUNMYRXfswzh/DKd5fReTWc0N1tKb6miAjhFQDYRufVSNxIFjuv4kN4hVWc\n",
2085 "lXRR3WLpw6GL2QU6rzbFEF7ReRVOikFL6NeYZe0IivAKAGz7qKTLku4u6uZQ6GISd0zSIXUjWTns\n",
2086 "J0mFD69uDVrFOAiv9sgtlo55dJDwalNM4VUOnXJWF7anFLSEDq8YG0RQhFcAYFhblZfUBVhrku4J\n",
2087 "XE7q7nbXjwWtAqt6yl1z6LzyJw2yrH1vfPBDeBU3a2Nqs+TYeRX8/0dRN/vUnYwndd2WqbASXqUU\n",
2088 "CCIihFcAYB+jg+PwI4Psu4oLY4NYle+8inHvFeHVppg6r3IKryx0XvnxtjNtVV4JWkm/Qr/GjA0i\n",
2089 "KMIrALCPpe3j8OEVnVdxIbzCqqJc2u728vkF4DmMoe3EdHhV1M0BdaPolyWdC1zOGCyNDabaIRQ6\n",
2090 "vEr1dUUkCK8AwD4fXtF5NSw/NkjnVVwIr7CqWHde3ajuvfuZtiovhi7GgI2xwaJuLN7TbHRduV1r\n",
2091 "qTMzNqh0QxYr4RU7rxCExU/0AIBrMTY4Djqv4vS0pKuSjhd1sz90MQMjvOpHlJ1XYmTwGm4cLPTN\n",
2092 "/CK+Sy6HkUGJzqsxhP77ztgggiK8AgD7GBscBzuvItRW5WVthjknFj03AYRX/Yi188rXy8jgJh+Y\n",
2093 "WBwdzGnflWSz8yq1k4NDh1ephoKIBOEVANjH2OA4GBuMVy6jg4RX/Yh1YTudV9ezvPfK15RL2Bg6\n",
2094 "WNnKB2iphSyhX2PGBhEU4RUA2Pe4ujcKx4u6ie1mKyaMDcYrl/DquLs+HbSK+DE2mA4fDFkOr3Lp\n",
2095 "vGJscHhWwqvUXldEgvAKAIxzi17pvhpQUTf7JN3pHj4ashbsSi7hFZ1X/Yh9bJDwapMPr25e+Kww\n",
2096 "cguvLI4NphayhA6v2HmFoAivACAOhFfDeoGkfZKeaKvyQuhisDLCK6wi1s4rH9AQXm0ivLIjdLCy\n",
2097 "FeHVMFJ9XREJwisAiAMnDg6LZe1xSz68KupmXdK6pAti38he0XmVDsvhVa6nDdJ5NRwr4RVfgxAE\n",
2098 "4RUAxIETB4fFsva4+fDq9qBVDMvvuzrpRomxeyxsT4fl8IrOq3BSDa9C7xVjbBBBEV4BQBwYGxwW\n",
2099 "y9rjlkN4xchgf3z4E2vnVS6n1y2D8MqO0MHKVqmGV6EDwlRfV0SC8AoA4sDY4LAYG4zbE+6a7Nig\n",
2100 "tnReBa0iDXRepSOG8CqXsJGF7cML/RozNoigCK8AIA4bnVdF3fC5u39+bJDOqzj58IrOKyzDd8Lc\n",
2101 "7E4ajQXh1fViCK9y6bwK3RW0VerhFWODyBI3QAAQgbYqT6u7QT8k6c7A5aSIzqu45RRePR20igS0\n",
2102 "VXlZm6HHTYueawzh1fUIr+zYCFaKulkLWgnh1VBSfV0RCcIrAIgHe6+Gw8L2uG2EVwZumoZC51W/\n",
2103 "fAAU0+gg4dX1CK+MaKvykqTz6u4vDwcux4cspxc+Kz6EV8ga4RUAxIMTB4fDwva4PS/pnLobJgsj\n",
2104 "K0MgvOqX33sV09J2H9AQXm2yHF75mrIIr5zQ4Yrnd0KlFrIE625zKyv82ODZMT824BFeAUA8WNo+\n",
2105 "gKJuDkm6VdIlbXbwICJtVV5V+qODfhn9U0GrSIcPr44vfJYtdF5dz3J4lVXnleM7nUIvbU+yQ8iN\n",
2106 "PJ+XtKbxu9v8xzvn6gBGR3gFAPFgbHAYvuvq0bYqrwStBHuRenh1q7sSXvUjqhMHXZcF4dX1CK9s\n",
2107 "sdJ5lWR45YR6jVN+TREJwisAiAdjg8NgWXsannTX2xY+K16EV/3yi++jCK/UdT0ckHShrcrzoYsx\n",
2108 "hPDKFt95ZSW8Sm3nlRQ+vDoz8scFNhBeAUA8GBscBuFVGui8wipiGxuk62o2k+GV65Tzo3M5hVc+\n",
2109 "WAk9NuiDQ8Kr/vh9V3ReIRjCKwCIx0clXZH0oqJuDoYuJiH+pEGWtceN8Aqr8J1XhFdxO6duX+Eh\n",
2110 "t7/QihvV7SU6k9l+ICtjgykHh6E7rwivEAzhFQBEoq3Ki+oCrDVJ9wQuJyV0XqUh2fDKdXEQXvUr\n",
2111 "trFBwqsZ3GENvvvqpkXPHVmOI4OSgbFB9829g5L8cvPUEF4hW4RXABAXRgf7R+dVGpINr9SNaxyS\n",
2112 "dLatSvaN9CO2sUE/Fkd4dT2Lo4O+ltzCKwtjg/5jn3bhZmpCjw3yNQjBEF4BQFw4cbB/dF6lIeXw\n",
2113 "iq6r/jE2mA6L4RWdV+GkPDIo0XmFjBFeAUBcOHGwf4RXaUg5vPInKBJe9YexwXQQXtlhqvMqYA1D\n",
2114 "IrxCtgivACAujA32yO0SYmwwDSmHV3Re9S+2sUEfXj278Fl5Iryyw8LC9pRPGpTCdbf5j8fYIIIh\n",
2115 "vAKAuNB51a+b1L0hOyNuCmPnw6vbFj4rToRX/WNsMB2Ww6vcvq4wNji80Duv6LxCMIRXABAX33lF\n",
2116 "eNWPja6rRBe75uQZdadL3VzUzaHQxfSM8Kp/jA2mw3J4lWqAMg9jg8ML9RozNojgCK8AIC6Pq3vj\n",
2117 "cLyom1g6Bixj31Ui2qq8IulJ9zC17ivCq/6dkXRJ0nokYSfh1XwWw6tcTxv0gRHh1XDYeYVsEV4B\n",
2118 "QERcd9AD7uF9IWtJhO+8IrxKQ6p7rwiveuY+l8bUfUV4NZ/F8CrXzisL4VXqr33osUF2XiEYwisA\n",
2119 "iA/hVX98ePVw0CrQl9TDqycXPgurimnvlQ9mCK+uR3hlh//z3rTwWcOi82oYdF4hOMIrAIgP4VV/\n",
2120 "XuSuhFdpSD28ovOqXzGdOEjn1XyEV3YQXg2P8ArZIrwCgPgQXvWH8CotqYZXfocX4VW/GBtMA+GV\n",
2121 "HRbCK/+xCa/6xdgggiO8AoD4EF71h/AqLT68YmE7lhHT2KAPr55d+Kw8EV7ZYSG88p1Xqb72dF4h\n",
2122 "W4RXABAfwqv+EF6lJdXOK8KrYTA2mAbL4VVuYaOl8IrOq34RXiE4wisAiM9H1B3xfndRN4dDFxOr\n",
2123 "om4OSXqBpMuSHgtcDvqRXHhV1M0BdTflV0Rw0bcoxgaLujko6bC6z1WM7FzPYnjla0m1+2eeM+o+\n",
2124 "V60XdbM/UA2MDQ6D8ArBEV4BQGTaqrwk6cOS1iS9NHA5MXuhuz7SVuXloJWgL/40vmTCK0kn3PVk\n",
2125 "W5VXglaSnlg6rza6rtqqvBq0EpsshldZjg26v58+NDq66LkDYmxwGOy8QnCEVwAQJ0YH946RwfQk\n",
2126 "13klRgaHFMvOKx/K0Hk3G+GVLaFHBxkbHAadVwiO8AoA4kR4tXeEV+khvMIqohgbFPuudvK8pKuS\n",
2127 "bizqZl/oYhzCq3DhVTZjg0XdrI34cQmvEBzhFQDEifBq7wiv0uMDnhOGbmL3yodXTy58FnYjlrFB\n",
2128 "H66dWvisTLlx2tCByQa3o+yguh1l5wKXE0Lo/xdJjw22VXlR0kVJ+9T9PRtcUTc3SFp3D8+O8TGB\n",
2129 "WQivACBOhFd7R3iVGLcP7qS6fXC37vD0WNB5NZxYOq98uEZ4NZ+l0cGNrqtMd5RZCa9S7bySxh8d\n",
2130 "3Aiu2L2IkAivACBOhFd758OrjwWtAn3zo4O3Ba2iP/7PQXjVv1h2Xvlw7emFz8qbpfDK1/Dswmel\n",
2131 "K1h45cbocgiv/J9trPCKkUGYQHgFAHF60F1fmtB41NjovEpTanuv6LwaDmOD6bAUXuW870oK23l1\n",
2132 "SNJ+SRfaqrwQ4OOPxYdIY53oSHgFEwivACBCbVU+L+nj6vYd3B24nFgRXqWJ8ArL8gvQb3Y7Xaxi\n",
2133 "bHBnhFd2hAyvcui6ksYfGzzirmdG+njATJa/UAMAFmN0cJeKutkv6U51J1Q9Grgc9IvwCktpq/Ky\n",
2134 "ugBrTZsn+lnE2ODOCK/sILwa3tjhFZ1XMGF/iA86mUxKSd8v6b+QdEnSf5T0PdPp9H1L/vqHJL1k\n",
2135 "zk//4+l0+pN91AkAxj0g6TPVhVe/HbiW2Nyp7hs4H098tCBH/lQ+wiss45S64Oq47IZDdF7tjPDK\n",
2136 "jpDhVS6vPeEVsjR659VkMvnvJP2munGXr5H0zerGXn5nMpl86pK/zVVJ/0bS58747109lgsAltF5\n",
2137 "tXuMDKaLziusIoYTB+m82hnhlR10Xg2PsUFkadTOq8lksi7pLZLeMZ1OX7Xlx98l6T2S3izp05b8\n",
2138 "7R6eTqe/03+VABANwqvdI7xKV6rh1ZMLn4XdiuHEQRa274zwyg7Cq+HReYUsjd159XclvUDS92z9\n",
2139 "wel0ekXS6yV9ymQyKUauCQBiRXi1e4RX6UomvHLHvvvw6mTIWhIWw4mDjA3uzFJ45WsgvBqf/5iE\n",
2140 "V/0ivIIJY4dXnyvpz6bT6Udm/NzvqfvC8zlL/l5rfRUFAJHaCK/cTS6WR3iVLh9e3Ra0in7cImmf\n",
2141 "pOfYzTYYxgbTYCm88gHKswuflS4LnVepB4ehxgYJrxDU2AvbXybp/bN+YjqdXp5MJh/Sch0Ea5Je\n",
2142 "MZlMXqnuzelHJP1rST82nU55cwcgF0+qe4N2i6QTYifOKgiv0uXDqxcEraIf7LsaHmODabAYXqUe\n",
2143 "oMxjIbyi86pf/uOw8wpBjd15dUKLv/Ce0nLfKX1S0jskfYOkL1O3L+v7Jf3qZDKh+wBAFtqqvKrN\n",
2144 "7quXhawlQoRX6XrcXW8v6mb0g2l6Rng1PNNjg0XdHJK0ru50bm4c5yO8soPwaniMDSJLY3deHZV0\n",
2145 "dsHPn9VyX3Q+fTqdXtry+Ncnk8mfqFv4/g8kvW3XFQJAXD4k6ZPVda3+QeBaYkJ4lai2Ki8UdXNK\n",
2146 "XbfKccUd/BBeDc/62ODGyKD7hgVmI7yyw8LOq9Rfe8IrZGlP4dVkMvlOST+2xJVVU8sAACAASURB\n",
2147 "VFPfO51OS3WfSNYXPO+IlniDti248j/2lslk8i2SXiXCKwD5+JC70nm1JNeNc7d7+LGQtWAwj6u7\n",
2148 "6X+B4g5+CK+GZ31skJHB5RBe2UHn1fBC7byi+xNB7bXz6l9J+ndLPM//RT+pxW8ObpH0gT3U839J\n",
2149 "muzh1wNAbHx4dX/QKuLyAnVf/55sq/Jc6GIwiMckvVzSHZL+PHAte0F4NTwfClntvOKkweUQXtlB\n",
2150 "eDU8Oq+QpT2FV9Pp9GmtdvLJA5I+Y9ZPTCaTG9R1DvzyHkq6oG4nAADk4oPuSufV8hgZTJ/fexX7\n",
2151 "0nbCq+HF0nnFSYOLWQqvfA1ZhldtVZ4v6uaipANF3Rxqq/L8iB8+l+CQ8ApZGnuR6Xsl/bXJZPKS\n",
2152 "GT/3Weo+2b930W8wmUzWJpPJvBMJP0vSn+2lQACIDGODqyO8Sl9q4dWTQatIm/Xwis6r5fiw4uai\n",
2153 "bkIf3uQDlGcXPittvvNp7O6rXDqv/J9v7LFBwisENXZ49avqjrD+4a0/6LquXi/pT6bTabv1xyeT\n",
2154 "yR3bfo9flPT7k8nkzm2/x1eq6+r6XweoGwCselTdYRe3FXVjdezFGsKr9D3mrtvfQ8TGn8BM59Vw\n",
2155 "rI8N0nm1hLYq/WmMaxrvhn6eXLp/Fgk1OphLeBWq84qdVwhq1PBqOp2elfQNkr5yMpm8fTKZvGIy\n",
2156 "mbxS0rslFe7ntnqTpI9NJpOto4Y/LumwugDr6yeTyRdOJpM3SPoFST83nU7/9+H/JABggzt9iu6r\n",
2157 "1RBepS+1zivCq+FsdF4Z6NiZhYXtyws+OugOBMklQFkkVHiVS3Dow6ujC5/VH8YGYcLYnVeaTqf/\n",
2158 "VtIXqTvp6a2SfkbSZUmfM51O/3Db0x9W96bimS2//o/UdVi1kn5I0q9I+mxJ3zCdTl8z+B8AAOxh\n",
2159 "79VqfHjFSYPp8uFV7J1XhFcDc/t4zko6oM3RGEsYG1xe8PBKm+HJ6bYqLwesIzQ6r4YV6rRBwisE\n",
2160 "tdfTBndlOp2+R9J7lnjeD6kLqLb/+H+W9BUDlAYAMaLzajUvdlc6r9LlxwZj77xibHAcpyStq+ty\n",
2161 "snZzxtjg8iyEV7e46zMLn5U+wqthMTaILI3eeQUA6B3h1Wp8ePXhoFVgSNGPDboRttvdwydC1pIB\n",
2162 "y0vbGRtcHuGVHaHDq1zGBjltEFkhvAKA+BFeLamom31i51UOUhgbPCrpkKSzbVVywzAsy+EVY4PL\n",
2163 "8+HV2IHJVoRXndHDKxf4+/Aq6c+ZbVVekHRJ0v6ibg6O8CEJr2AC4RUAxM/vvLo/aBVxuEPdbpsn\n",
2164 "2qo8G7oYDOYZSRckHS3qxuIeo2XQdTUeyycOMja4PDqv7AjRebWu7t72nDt9MnWjdF+5QwgOu4e8\n",
2165 "b0JQhFcAEL9HJJ2T9IKibkK+aY/BS9z1I0GrwKDcKZy+++r2Rc81jPBqPHRepcFSePXswmelL0R4\n",
2166 "lcvIoDfW6KD/BtAZ97UVCIbwCgAi11blFUkPuIf3hawlAoRX+Yh9dJDwajw+vLLceUV4tTMfGN2y\n",
2167 "8FnDovOqEyK82jjpccSPGZL/cx5d+Ky9Y2QQZhBeAUAa2Hu1HMKrfMR+4iDh1Xh8MGSq88rt8CG8\n",
2168 "Wp4PjAivwgvZeZVLeDXWa+x//1w62mAY4RUApMHvvSK8WozwKh+xnzhIeDUeq2ODRyXtUzeucyF0\n",
2169 "MRHwgVHIDjrCqw7h1fDGeo1ze11hGOEVAKTBd16xtH0xwqt8+M4rxgaxE6vhFV1Xq/GvE51X4YUc\n",
2170 "G8ylQ4jOK2SH8AoA0sDY4HIIr/JB5xWW9ZS73hq0iutx0uBqLJwaSXjVofNqeIRXyA7hFQCkgfBq\n",
2171 "OYRX+WBhO5Z10l1PBK3iepw0uBrCKzsIr4bH2CCyQ3gFAGn4qKTzku4q6mboY5Oj5F6XWyVd0Gaw\n",
2172 "gXSxsB3LovMqDYRXdjA2ODw6r5AdwisASEBblVckPege0n0124vd9aPu9ULaGBvEsqx2XrHzajXs\n",
2173 "vLKDzqvhjd15RXiF4AivACAdjA4uxshgXhgbxLI2wquibiy9N2ZscDUbpw0WdbMWqAbCqw7h1fD8\n",
2174 "n3OszqtcXlcYZukLNABgbwivFiO8yosPfW4r6mZf0EpWVNTNuqQbJV2U9GzgcpLXVuUlda/zDZJu\n",
2175 "DlzOVowNrqCtynPqxucPSjocqAz/94fwqnN0xCAxtw4hxgaRHcIrAEjHB9315UGrsIvwKiNtVV5U\n",
2176 "11Fzg+yNg+1ko+uqrcqrQSvJh+++srT3is6r1QXbe+VCGh9eZR06u0D4nLrPv+sjfdjcOoRY2I7s\n",
2177 "EF4BQDo+4K73B63CLsKr/MQ6OsjI4Pj80nZLQSc7r1YXcmn7UXX3VmdceJ67sUcHcwtZNrrbBv44\n",
2178 "dF7BDMIrAEiH77wivJqN8Co/sZ44SHg1PoudV4wNri7k0nb2XV0rVHiVS8jC2CCyQ3gFAOl4WF2b\n",
2179 "/p1F3Vja22KFP22Q8CofsZ44SHg1PoudV4wNrm5jaXuAj014da2xwyvGBoeRW0cbDCO8AoBEtFV5\n",
2180 "RXRfzeROEPPh1UdD1oJRMTaIZVnuvCK8Wl7IsUHCq2sxNjgsOq+QHcIrAEiL33vF0vZr3S7pkKSn\n",
2181 "2qp8PnQxGA1jg1iWxc4rxgZXR3hlB2ODwyK8QnYIrwAgLYRXs7HvKk+MDWJZFjuvGBtcHeGVHYwN\n",
2182 "DouxQWSH8AoA0kJ4NRvhVZ4YG8SyTHVeFXWzX91N6VVJzwYuJyYsbLeDscFhnZV0RdJh9/liKHRe\n",
2183 "wQzCKwBIC+HVbIRXeWJsEMuy1nm1EYS4fYZYDgvb7RgtvHJ7LW90D7NYDdBW5VVtBnWDvMZF3awp\n",
2184 "v442GEZ4BQBp2Qiv3JsOdAiv8kTnFZZlqvNKLGvfLcYG7Riz8+qIuz6fWdg79Gt8UNJ+SRfbqjw/\n",
2185 "0McAlkZ4BQBpeUrdm/ebFV+3yZAIr/LEzissy1rnFcvad4fwyo4xw6tcu4OGfo0ZGYQphFcAkBDX\n",
2186 "Rs7o4PUIr/L0nKRzko4UdXPjTk+2oKibg+pugi+L4GJM1jqvWNa+O4RXdowZXuW278rzr/HRhc/a\n",
2187 "vVxDQRhFeAUA6SG8uh7hVYZcmBvb6OBt7vpUZuMvoW2EHkXd7AtaSYexwd1hYbsddF4Nb+jX2Idi\n",
2188 "dF7BBMIrAEiPD6/uD1qFEUXdHFY3NnZR0scDl4Px+aXtsYRXjAwG0FblZXXBx5rCdO1sx9jg7rCw\n",
2189 "3Y4xw6tcX3vGBpEVwisASA+dV9e6x10fppMlS4RXWJYfHbSw94qxwd2xMDb4bICPbdGY4dXN7kp4\n",
2190 "1a9cxzFhFOEVAKSH8Opa97rrX4YsAsE86q53Ba1ieYRX4fil7Rb2XjE2uDtnJF2StF7UzaGRP3au\n",
2191 "3T/z0Hk1PB8q0XmFLBBeAUB6PuiuLzOyuyW0l7or4VWe/KjonUGrWB7hVTiWOq98gMbY4ArcnrtQ\n",
2192 "e69yDVDmIbwa3lhjg3RewQTCKwBITFuVpyU9IumQpBcHLscCH149FLIIBEPnFZZlqfPKB2hPLXwW\n",
2193 "Zhk9vCrqZk35jq7NEyK8ym1kk4XtyArhFQCkidHBTfe6K51XeaLzCsuy1HlFeLV7IfZeHZG0T9K5\n",
2194 "tiovjPhxLWPn1fBY2I6sEF4BQJr86CDhFZ1XuaPzCsui8yoNIU4czHVsbZHn3fXGEVYY5Pr6MzaI\n",
2195 "rBBeAUCa6LzadK+70nmVJx9e0XmFndB5lYYQnVe5hidzudN9/Rjf0N1XjA0Og7FBmEJ4BQBpIryS\n",
2196 "VNTNUXVhwHltjo8hL4+5651F3cTwvofwKhw6r9JAeGXHWF1wuY8NHl34rN1jbBCmxPAmDgCwOsKr\n",
2197 "zj3u+mH3XWBkpq3Kc+pObNsvGx01OyG8CsdE51VRN+uS1iVdFOM6uxHitEHCq9nG+n+R6+vP2CCy\n",
2198 "QngFAGl6UNJlSfcWdXM4dDEB+X1XjAzmLYql7W4vjO/6oeNmfFY6rzb+DrRVeTVoJXGi88oO/3oQ\n",
2199 "Xg2DsUFkhfAKABLkTjt6QNKapPsDlxMSy9ohxbO0/VZ1/2ZPtlV5KXQxGfKBYejwipHBvWFhux1j\n",
2200 "BYm57rzyHVGcNogsEF4BQLre766fFLSKsO51Vzqv8hZF55UYGQzNd16FHi8lvNobOq/sGKvzKved\n",
2201 "V4wNIguEVwCQLsIrOq/QiaXz6gXuSngVxjOSrki6uaibAwHr8OHVyYXPwjyEV3YM3gXnDuLItUOI\n",
2202 "sUFkhfAKANJFeEXnFTqxdF75+h5d+CwMwh3q8LR7eDxgKXRe7Q0L2+0Y4//FTerGrU+3VXl5wI9j\n",
2203 "0Tl1+00PFnVzcIDfn84rmEJ4BQDpIrxiYTs6sXRe+fDqsaBV5M3C0nbCq72h88qOMfaP5ToyKHeg\n",
2204 "w5DdV7l2tMEowisASNdfuOsnubb6rBR1c0zdG+Yzkp4MXA7Ciq3z6uMLn4Uh+cAo5N4rwqu9YWG7\n",
2205 "HWN0XuX+2g8SXrnR6UPqRqnP9vl7A7uV3c0MAOSircqTkh6XdETS3YHLCeFed/1LjpvPXiydV3e4\n",
2206 "K+FVOHRexY/OKzvGCBJzf+2H6rzy+65O8x4KVhBeAUDach4dZFk7PDqvsCw6r+J3Wl23yNGibvaP\n",
2207 "9DFzD1DmGbPz6v9v787DJLvreo+/JzOTmUkmM9kzQZIMSYAQEUEoWRKvuScqiwsu8FMuj3IRVJTF\n",
2208 "BUrUiwpcLsst8MplUbZrQFE5EGQNCKQMyF6sMWxJTCY72UkmyyyZmfvH+Z3uyaS7upazVZ3363ny\n",
2209 "nFT3qVO/p7unu+pT3+/3d3uJj9FkZYdXtgyqMQyvJGm+tTm82hqPzrvSrcBOsl3kDql7MUMYXtWv\n",
2210 "CZVX+WMbXk0gDt7PQ6RNw84tkOHV0vKvR5nhVWtnXkX5MPWNQ88an/Ou1DiGV5I039ocXll5JWBh\n",
2211 "qO0sVF8ZXtXPyqv5UHXroOHV0qr4PrT9a19W5ZU7DapxDK8kab61ObzaGo9WXgkWA6FGzr3q9Pqr\n",
2212 "gWPizRvqXEvLNaHyyvBqepUNbe/0+qswQFlOFZVXtg1mbBvU3DO8kqT51ubwKq+8MrwSLA5tb2rl\n",
2213 "1dFkz8tuHnST3XUvpsVqrbyKO8PmwdmtdaxhTlRZebUBWAPsHHSTnRU83ixxYHv5rLxSaxheSdJ8\n",
2214 "uxLYAdyv0+tXNfujdvGd8K3x5rb6VqIGaXTlFbYMNkXdlVebyZ6fbx90k101rWEeVBletT08GeZu\n",
2215 "YDewrtPrry/pMdo+86rs8MrKKzWG4ZUkzbFBN9kDXBxvPrjOtVTsKLKS99sG3cTqBcFi5ZXhlYap\n",
2216 "e+aVLYPFqGKXu5zh1TLivMGyWwfb/vW3bVCtYXglSfOvja2DDmvXgZo+sN3wqhnqrrwyvCpGlZVX\n",
2217 "ba/8WUnZQaIzrzK2DWruGV5J0vxrY3i1NR6dd6XcrFReXV/rKpSHRkfX9PiGV8WwbbA5yp571fbw\n",
2218 "0LZBtYbhlSTNvzaGVyfHo+GVclZeaRTbgV3AIZ1e/5AaHt/wqhiV7TaIlT8rqaryyvCqWLYNqnEM\n",
2219 "ryRp/rUxvDo1Hi+tdRVqkqZXXh0Xj4ZXNYozem6MN4+pYQl5u6Lh1XSqrLw6Ih5vGXpWe5UdJLY9\n",
2220 "PMzb+mwb1NwzvJKk+ZcPbH9gp9dfU+tKqmN4pQPdEI/Hdnr91bWuZGlWXjXHws9KDY9t5VUxqhzY\n",
2221 "nn/PDK+WZuVVufLKqI1DzxqfbYNqHMMrSZpzg25yJ3AlsJbFQebzzvBK9zLoJruAm8ie+9RRUbMS\n",
2222 "w6vmqLPyyiCkGFVWXuXVcn7PllbaboOdXn8Vzrwqu23Qyis1huGVJLVD3jp4eq2rqECn198A3B+4\n",
2223 "hyy0k3J562AT514ZXjWHlVezr47wyu/Z0spsG1xP9sbczkE32VnC9WeBA9vVGoZXktQO34rHuQ+v\n",
2224 "2G9Y+6Cb3FPrStQ0eTDUqLlXnV5/HdncnD34ArgJmlB55c/BdPLw6oihZxXDyqvhymwbbPu8KzC8\n",
2225 "UosYXklSO+Th1Q/Xuopq2DKo5TS18iqv8Llh0E321roSgZVX8yD/+h019KxiGF4NV2blVdtbBmG/\n",
2226 "8Cq2URbFtkE1juGVJLXDt+PR8Ept1sjKK2wZbBorr2bfHcBu4NBOr7++5MdyTtlwVVRetTa8iu2S\n",
2227 "u4E1wLoCL23llRrH8EqS2iEPr05r6E5rRTK80nLyyivDKw1j5dWMG3STfVRXfWXl1XBlVl7ZNpgp\n",
2228 "o3Uwr7wyvFJjGF5JUgsMusltwNVkw01PXuH0WWd4peVcE48/VOsq7svwqllqqbyKs88OJdtsou0v\n",
2229 "xotQdXhl4Lg0K6/Kl7f2FRJedXr9g8h+FwHcWcQ1pSIYXklSe7Rl7pXhlZZzdTzev9ZV3FceXl1f\n",
2230 "6yqUq6vyaqH9LFYOaTqlh1dxd9v1wE7g7rIeZ8Y586p8RVde5VVXdzqHUU1ieCVJ7TH34VWsXDgR\n",
2231 "2Atsq3c1aqCmVl4dF49WXjXDQuVVwQOQV2IFT7GqqLwycFxZHixZeVWessIrh7WrUQyvJKk98vDq\n",
2232 "9FpXUa6tZH/brhh0k101r0XNcx2wDzi+0+uvrXsx+7FtsFnuAHYAG1hsnamCg7+LVUV45byrleXB\n",
2233 "0qbYjlYkZ15l8vBq49CzRuewdjWS4ZUktcfcV15hy6CGGHST3WQB0SoWA6MmMLxqkFhBU8fcK4e1\n",
2234 "F+umeDS8qtGgm9xDNjfpIIoLV3JWXmWKrrwyvFIjGV5JUnu0YcdBwyutpIlzrwyvmqeOuVeGV8Wq\n",
2235 "svLK79lwZQ1td+ZVxrZBtYLhlSS1xKCbbAeuAtYBp9S8nLIYXmklhlcahZVXs8+2weYoa2i7bYMZ\n",
2236 "K6/UCoZXktQu8946aHillTQqvOr0+hvJ5irtxBdgTWLl1ezLv45Hl/gYzikbTVmVV7YNZvK/HUV9\n",
2237 "fQ2v1EiGV5LULoZXarum7Ti4sNOgu5U1ipVXs8/Kq+Yoq/LKtsFMHg4W9fW1bVCNZHglSe0yt+FV\n",
2238 "3D3uAWS7yV1W83LUXI2qvMKWwaay8mr2OfOqOay8Ktet8XhEQdfLQ0Err9QohleS1C55eHV6raso\n",
2239 "x0nAauDqQTfZUfdi1FiGVxqFlVezz8qr5nDmVbny8Kqor28egt069CypYoZXktQu++84uKbWlRTP\n",
2240 "lkGNwvBKo6ij8soqnmItVKOUuMOu4dVo8vDKyqtyFF15ZXilRjK8kqQWGXSTO4ArgIOZvx0HDa80\n",
2241 "ioWZV51evwnPg/Lw6vpaV6ED1VF5lQ8WNwgpwKCb3EPWrraK4it+cg5sH03RM5mIb8AdQjYqoO2z\n",
2242 "mfKvb1HhVf59MrxSozThSZskqVp59dW8zb0yvNKKYkvpTcAaqq2qWc7x8XhdravQgSqtvIovxPPw\n",
2243 "6sZh52osZbcOWnk1mjIqr/K5TLe72YWVV2oHwytJap95HdpueKVR5a2DTdhxMG9fvKrWVehAC5VX\n",
2244 "nV5/VQWPdzRZhdDNg26yu4LHa4uqwitbPYcrY2C7LYOLypp59YOhZ0kVM7ySpPa5KB4fWusqivfg\n",
2245 "eLyk1lVoFuStg02Ye3VCPF499CxVatBN7gTuAtaxuG18mY6LR2efFeumeCw8vOr0+huADcAusp8V\n",
2246 "La+Mge155ZXhVTawfh9wWEHzTK28UiMZXklS+1wYjw+rdRUF6vT664CTgb0YXmllTRranq/B8Kp5\n",
2247 "8uqrKloH8/DK2WfFKrPyKn+Bf4ttayuy8qpEg26yl2IDQmdeqZEMrySpfb4D7AEeFN85ngcPJPub\n",
2248 "dnmcaSQN04jwqtPrbyKrHtiBM3OaKJ97VcXQdsOrcuTh1dFDz5qMw9pHV0blVR5e3V7gNWdZIXOv\n",
2249 "Ypu0bYNqJMMrSWqZGO58l+xvwLy0Dp4Wj9+pdRWaFY0Ir1icuXW1lRuNZOXV7Cuz8sp5V6Oz8qp8\n",
2250 "Rc29OgRYC+wcdJO7p7yWVCjDK0lqp3lrHXxIPH631lVoVjQlvLJlsNmqrLzaEo+GV8WqIryy8mpl\n",
2251 "zrwqXx4QTrvjoC2DaizDK0lqp2/G44/WuoriWHmlcTRlt0HDq2az8mr2GV41w51k4wo2dHr9gwu6\n",
2252 "pm2D91ZI2yAOa1eDGV5JUjvNW3iVV14ZXmkUC7sNxvkedcnDq6tqXIOW58yr2VdmeOXMqxHFtui8\n",
2253 "Qqqo1kHbBu+t6PDKeVdqHMMrSWqnhbbBml+8T63T6x8EPDjetG1QKxp0k+1k79ZvYPon+tOw8qrZ\n",
2254 "rLyafVZeNUfR4ZXh4b0VNfPKtkE1luGVJLXTdcBNZE9STqh5LdM6gWzA6PWDbuKTLY2qCXOvDK+a\n",
2255 "zcqr2efA9uYoemh7/j29qaDrzbqiZl7ZNqjGMrySpBaKJfzzMrQ9n3dl1ZXGYXillVRSedXp9Vez\n",
2256 "GJDdMOxcjW0hvCqhytjKq/EUPbT96Hg0PMzYNqi5Z3glSe01L3OvnHelSTQhvMqrHg2vmqmqyquj\n",
2257 "yJ6T3zroJrtKfqxWGXSTu4AdwDqyCt0iGV6Nx8qrchUVXtk2qMYyvJKk9pqX8MqdBjWJWncc7PT6\n",
2258 "h5K9yNiFL76aaqHyquTZgHnL4PdLfIw2y/99HT30rPE5c2k8eRhy5NCzRpd/P/39mSlq5pVtg2os\n",
2259 "wytJaq95aRvMK69sG9Q4FnYcrOnx89DsmkE32VvTGjTEoJvcDdwBrAU2lfhQzrsqV1lzr5x5NZ7C\n",
2260 "QsQYJuffT7/+GWdeae4ZXklSe30b2AM8sNPrF91OUSUrrzSJutsGnXc1G6qYe2V4Va6ywysrr0aT\n",
2261 "h1dFtOFuBlYD2221XeDMK809wytJaqlBN9lJVq10EPDQmpczkU6vfyTZi8o7MQTQeJoSXl1V0+Nr\n",
2262 "NFXMvdoSj4ZX5Sg8vOr0+uvJZmjtJvv7o5XlQXAR7ZtWXd2XM6809wyvJKnd8rlXs9o6uLDTYNxB\n",
2263 "URpVHl6dUPI8o+VYeTUb8vBqy9CzpmPlVbnKqLzKA4Jb/NszsiIrr5x3dV8LA/E7vf40r/FtG1Rj\n",
2264 "GV5JUrvN+tB2dxrUpG4FtgOHUdwA4XEYXs2Ga+PxfiU+huFVucoIrxzWPj4rr0o06CZ5FeBBZH/X\n",
2265 "JmXboBrL8EqS2m3Wh7Y7rF0TidUSl8ebD6hhCYZXsyEf7F/mrpSGV+UqI7xyWPv4rLwqXxGtg7YN\n",
2266 "qrEMrySp3RYqr2pqnZqWw9o1DcMrrSQPr6y8ml1lhldWXo3OyqvyTRVedXr9tcChZJv5bC9qUVJR\n",
2267 "DK8kqd2+T/aCaTNwcs1rmYSVV5qG4ZVWkrcNWnk1uwyvmuF2sgH3G+PA+2lYebW0PLw6fOhZy1to\n",
2268 "GXSWm5rI8EqSWiw+OflKvPmoOtcyrvjk9wFk7xBeWvNyNJtqCa/iz+4xwD0sDgRXM5XaNhgHKx8b\n",
2269 "b/qzUA7DqwaIzzfysGna6isrr5aWz6matG0wD72cd6VGMrySJM1keEVWdbUKuHTQTXbVvRjNpLoq\n",
2270 "r/Ig5NpBN9lT8WNrPGXPvDoSWA3cNugmO0p6jLbLA44i2tVyDmyfTFHhlZVXS5t25pU7DarRDK8k\n",
2271 "SV+Nx0fWuorx5UPmvzn0LGl5dYVXecvgVRU/rsZ3K7ADOKzT60+zg9dy8pbB75dwbWXygMOB7fXL\n",
2272 "515NO7TdyqulGV5prhleSZIWwqvYwjIrfjQeDa80qW3xeFLFP/vOu5oRsdUpn3tVxtB2512V7zZg\n",
2273 "L7ApDqQuQh5e+SJ/PFZelauwmVcFrEUq3Cy9SJEklWDQTa4le3G2CTi15uWMIw+vLqx1FZpZg25y\n",
2274 "B1klwDpgS4UPbXg1W8psHTS8Ktmgm+xlsb3vyGHnjiH/vjmnbDxWXpWrqJlXhrJqJMMrSRLMWOtg\n",
2275 "p9dfhZVXKkYdrYOGV7OlzPAqD00Nr8pV9ND24+PxuoKu1xZTV17Fv//5/Q2v7s22Qc01wytJEsze\n",
2276 "0Pb7kb0IuRUDAE3H8EorycMr2wZnV17xc+zQs0aXh47OKhtPEZVXG4G1wF2DbnL39EuaK4ZXmmuG\n",
2277 "V5IkmL3wamFYe5xJI03K8EoryWde2TY4u/IKqeOHnjWCTq+/kSxA2UE2T0ujK2LmlfOuljftzKv8\n",
2278 "fs68UiMZXkmSYLFt8MdmZGi7865UlDrCqxPi0fBqNjjzavYVOXQ/r7q6zjdPxlZE5ZUtg8ubduaV\n",
2279 "lVdqtFl4gSJJKtmgm1xP9kJ6I/CgmpczCuddqSiVhlexauM4YBfOy5kVtg3OvsIqr/a7hi2D4yui\n",
2280 "8iqfW2bl1X3ZNqi5ZnglScrNUuug4ZWKUnXl1cn54w66yZ6KHlPTsfJq9pVSeVXAtdrGyqtyLbQN\n",
2281 "xsH243K3QTWa4ZUkKTcT4VWn198APBjYC3yr5uVo9l0J7ANO6PT6ayt4vFPi8T8reCwVY6Fqp8i2\n",
2282 "6vjiMh8gbnhVLiuvmmFh18cp/i1ZebWMOMB+J3AwsGGCS+SVV868UiMZXkmScvncq0fWuoqVnU72\n",
2283 "9+t7g26yo+7FaLYNuskuspbZg1icRVUmw6sZE3/P3Aysobjd6iB7obgW2O6uaaWz8qoB4u/b24DV\n",
2284 "TD5U3Mqr4aaZe2XboBrN8EqSlNt/aPvqWlcynC2DKlqVrYOGV7OpjLlXecugFTzls/KqOaade2Xl\n",
2285 "1XATzb2KlXCb40130VQjGV5JkgAYdJMbgSuAQ4DTal7OMIZXKprhlVZSxtyrvILHlsHy/QDYARwW\n",
2286 "N02YRh5eWXk1mWnnXll5NdzC3Ksx77cJWEVWCXpPsUuSimF4JUnaXz736tG1rmI4wysVzfBKK8nb\n",
2287 "zooMr06Mx6sKvKaWMOgm+yiu+ioPHa28moyVV+WadMdBWwbVeIZXkqT9fSEeH1frKpYRBxwbXqlo\n",
2288 "lYRXnV5/DXAS2YD4y1c4Xc1SRuXVSfF4RYHX1PKKmntl5dV0pg2vrLwabtKZV4ZXajzDK0nS/j4X\n",
2289 "j40Mr4D7k5XC34wvHFScqiqvTiQbVHyNmw3MnDJmXhleVWvqyqsYQB9DFkDfUMSiWmjatkErr4ab\n",
2290 "tPIqbzM0vFJjGV5Jkvb3NbK5IA/p9PpH1r2YJSxUXcU2EKkIVYVXtgzOgnQbeAAAG9xJREFULiuv\n",
2291 "Zl8RlVfHks0FutG5QBObuPIqVl9beTXcpDOv8rDrB0PPkmpkeCVJWhC3sR7Em02svnp4PNoyqCJd\n",
2292 "B+wGjuv0+oeU+DiGV7OrjJlXhlfVKmLmVT7vysrfyU1TeXUIsI7sTba7ClvRfHHmleaW4ZUk6UCf\n",
2293 "j8cmhlf5IPnB0LOkMQy6yR4WA4StJT6U4dXsKrRtMG5Lnw9sv7KIa2pFRVRe5cGXw9onN83Mq/w+\n",
2294 "N1l9vaxJZ17ZNqjGM7ySJB0on3t1Rq2rOEBsF3hMvPnFOteiuXRZPJ4y9KzpGF7NrpvIqvOO7PT6\n",
2295 "Gwq43rHAwcAtg25yRwHX08qsvGqGaSqv8nlXtgwub9rKK9sG1ViGV5KkA+WVVz/e6fUPrnUl93Yy\n",
2296 "2buuNwLb6l2K5tB34/G0Eh/D8GpGDbrJXorbrQ5sGayDlVfNUEjlVUFrmUfTzryy8kqNZXglSbqX\n",
2297 "QTe5meyF/HoWZ0w1Qd4y+EXbBVSC78Tj6WVcPFYOGl7NtiLnXhleVa+Iyqv8vlZeTc7Kq3LdEo9H\n",
2298 "DT3rvmwbVOMZXkmSlpJXXzWpddCWQZXp2/H4kJKufyxwKHDroJv44mA2FTn3yvCqercCO4FNnV7/\n",
2299 "0AmvkbcNWnk1udvJWnA3dnr99WPe18qrleXB6ri/p6y8UuMZXkmSltLEuVd55dWXal2F5tVC5VWs\n",
2300 "kiqaVVezLw+vrLyaQbFid9rqKyuvphS/D5O2Dlp5tbKbycLBw8fcPffIeHTmlRrL8EqStJSF8Kqk\n",
2301 "F/Jjie/OPgLYhzsNqgSDbnIj2QuqwygmnDiQ4dXsM7yafdOGVw5sL8ak4ZWVVys4YD7fOD/neaWW\n",
2302 "P9tqLMMrSdJSLiZ7924LsLXepQDZ7K21wLcH3eT2uhejuZVXX5XROmh4Nfvy8OqEAq51YjwaXlVr\n",
2303 "4qHt8Y0cB7YXY9K5V1ZejWas+XydXn81iz/b1w47V6qT4ZUk6T5iWX+T5l4570pVyOdelTG03fBq\n",
2304 "9uXfu1MLuJaVV/WYpvJqE9lGJncMuskdxS2play8Kte4Ie2xwGrgpkE32VnOkqTpGV5JkpbTpLlX\n",
2305 "zrtSFay80jCXxOMDp2mn7vT6m4HNwN1YQVK1iSuvsOqqSJNWXuXhlf9uhht3c4m8QuuaoWdJNTO8\n",
2306 "kiQt5zPxmNS6ioyVV6qClVda1qCb3EK2Df2hLM4+msRC1VWsclV1pqm8clh7cay8KtdYbYP7nXd1\n",
2307 "CWuRCmN4JUlazoBsS+sHdXr9E1c6uSydXv84srlbd7AYLkhlKKXyqtPrH0bWlrET54nMuoXqqymu\n",
2308 "YctgfaapvMoDSyuvpjd25VWn119L9n3bh79HV2LlleaS4ZUkaUmDbnIP8G/x5k/XuJS8ZXAw6CZ7\n",
2309 "alyH5t81wHbg6E6vP247yzAnx+NlcScozS7Dq9lm5VUz5JVT4/ye/SGy167XDbrJruKXNFcmrbwy\n",
2310 "vFKjGV5Jkob5ZDw2IbyyZVClii1cZVRf5de6uMBrqh6GV7OtiMorw6vp5V/Dcb4PW+NxW6ErmU/j\n",
2311 "/pwbXmkmGF5JkobJw6uzO71+XX8z8nlXDmtXFcqYe/XwePxmgddUPYoIr/I2bMOr6t0C7AI2d3r9\n",
2312 "Q8a8rwPbi7MtHh8wxn0MfUe30DY44uYShleaCYZXkqRhLgGuJBuS+vAVzi1cp9dfDzwu3vx81Y+v\n",
2313 "Viqj8upH49HwavZZeTXDYnXlpK2DVl4V5xpgN7Cl0+tvGPE+/rsZ0aCbbCebE7oBOHyEuxheaSYY\n",
2314 "XkmSlhWf6OfVVz9VwxLOANYD3xh0kxtXOlkqQBmVV4ZX8yMPr06dohrVF+H1mjS8svKqIHF+5ZXx\n",
2315 "5tYR75aft63g5cyrcYa2G15pJhheSZJWUufcq/wxPzn0LKk4eeVVIeFVp9c/luxF73bg8iKuqfoM\n",
2316 "usltZDulbWCCuUmxmnQLsAcreOoy6dwrK6+Klf8+HLV10NB3PCP9nHd6/Y3AJmAHcGvZi5KmYXgl\n",
2317 "SVpJPx5/Yozy/qLk4dWnKn5ctdc2sifx9+v0+psLuF5edXWhOw3OjWlaB0+Ix6vjjq6q3tiVV51e\n",
2318 "fx1wFFnoeHMZi2ohw6tyjbrj4ELVVay2lxrL8EqSNFRs1/s6sA44s6rH7fT6RwOPAHYC/17V46rd\n",
2319 "YjvL9+LNIuZe2TI4f6YJr3wBXr9RX9Tv75R43BZ/R2h6I4dXsUXXjQ7GM2rboC2DmhmGV5KkUdTR\n",
2320 "Ong2sAr47KCb3F3h40r53Ksiwqt8o4NvFHAtNcM04ZUvwOt3WTw+aIz7nBaP3y14LW02TuXV8cBa\n",
2321 "4MZBN7mrvCXNlbErr0pci1QIwytJ0ijqCK/yAfG2DKpqRc69svJq/lwaj1ZezaZJwuk8vPre0LM0\n",
2322 "jnHCK//djG/U2W6GV5oZhleSpFF8lmwO0MM7vf79y36wTq+/Coe1qz7/EY8/Ns1F4nDu04C9wEXT\n",
2323 "LkqNMU3l1anxuK2YpWgCF5P9mzyl0+sfPOJ9HhyPVl4VZ5Lwals5S5lLtg1q7hheSZJWNOgmO4CP\n",
2324 "xZu/UsFDnkr2ZPVmsnlbUpW+EI+P7vT6a6a4zunAGuBiW13mSh5enRJn8YwjbyO1Eq8m8e/Z5cBq\n",
2325 "Rg8gbRss3o3AXcDhnV7/8BXO3RqPVl6NzrZBzR3DK0nSqN4bj0+p4LHyqqvz3aFNVRt0k+uB/wQO\n",
2326 "BX5kikvZMjiHBt1kO3A92SYWI1eixt1aTyPbse5b5axOIxq5NThWAhteFSzubDdq9ZVtg+PLd9Xc\n",
2327 "0un1Vw85z/BKM8PwSpI0qo+Q7fx3RqfXX6kMfVp5eOW8K9Xl8/H4uCmuYXg1vyZpHfwRsufe33UT\n",
2328 "itrl4dUoc6+2AJuAW4CbSltROxlelWTQTXaS/byuBo4ZcqrhlWaG4ZUkaSSx2uDjZDsAltY6GNu0\n",
2329 "knjTeVeqSxHhlS1i82uS8Cr/ebAVun7jhFcLVVexWkjFGTW82hqP20pbyXwa2joYK7K2xJvXLXWO\n",
2330 "1CSGV5KkceStg08t8THOJHuX+9JBN9lW4uNIw0wVXsVWo7zy6huFrEhNMk145c9D/cbZcdCWwfKs\n",
2331 "GF7F36VWXk1mpaHtx5FVZt0w6Ca7qlmSNDnDK0nSOD5M1jp4ZqfXP76kx/hv8fi+kq4vjeJbwHZg\n",
2332 "64RtsicAh5O1bfiO9vyZJLx6RDwaXtUvD6IevMI8IDC8KlMeXp085JyjgQ3AbYNuclv5S5oreeXV\n",
2333 "cn/DbBnUTDG8kiSNbNBNbgf+lZJaBzu9/joWq7reXfT1pVENuske4Ivx5mMnuMRCy6CtRnNprPAq\n",
2334 "BiQPizcNr2oWQ5BrgfUstqQtx/CqPKO0DeZVV9vKXcpcykOp5XYcNLzSTDG8kiSNK6+IKmPXwSeQ\n",
2335 "VatcOOgmF5VwfWkc07QO2jI43y6Nx1Ni6L6SU4FDgKsG3eTm8palMYw698rwqjx5eLU1tgcuZWs8\n",
2336 "2jI4vpUqr/LdUg2vNBMMryRJ4/oQsAv4L51ef8tKJ4/p6fH4jwVfV5rENOHVmfH4tYLWogYZdJM7\n",
2337 "yVpL1wKdEe5iy2DzrBhedXr9Q4ETgd0sBi0qSKzmvoWsAm655xPOu5rc0IHtWHmlGWN4JUkaS2y3\n",
2338 "+ARZ6+DTVzh9ZJ1efxPw8/HmPxV1XWkKXwL2AY/s9PrrR71Tp9ffCJwV7+uOmfPrgng8a4Rz3Wmw\n",
2339 "eUapvHpQPF4y6Cb3lLyetlqpddC2wcmtNLDd8EozxfBKkjSJt8bj8zu9/pqCrvlLZO++/vugm1xZ\n",
2340 "0DWlicWg9iKy6ppHjnHXs4GDgS8NusmNZaxNjfDpePzJEc51p8HmGWXHQVsGy7dSeLU1Hq28Gp8D\n",
2341 "2zVXDK8kSZP4KNnMl5OAJxd0zXyXQQe1q0kmaR18Ujx+tOC1qFny8OqMTq9/8HInxVk+tg02z0Ll\n",
2342 "1ZB5Sw+OR8Or8oxaeWV4Nb4bgD3A0cvM5jO80kwxvJIkjW3QTfYCr483/2Da68XZWT9FNlfkfSuc\n",
2343 "LlVprPAqvgjOw6vzSlmRGmHQTW4gC0A2AI8acuoW4FjgNmx9apIbgFuBzcDxy5xj5VX5bBssSXyu\n",
2344 "dl28udTcK8MrzRTDK6lmIYSX1r0GtVMBP3vnkL0YO7PT6w974TaKp5P9Tfq4O3G1wwz97svDqzM6\n",
2345 "vf7qEc5/GNkOTtfhfKNGKvhn74J4PGvIOQstg4Nusq/Ax9YU4vdipblXeXj1vSIec4Z+71Vp2fCq\n",
2346 "0+sfThYu3gX43GAyeXvs4/b/+YtzRjcCdwM/qGFd0tgMr6T6/WXdC1BrTfWzN+gmdwBvjzd/f9Lr\n",
2347 "dHr9Q4BuvPn2YedqrszK777/JHtxdQxZdeBKfjYezzOoaKwif/ZGmXtly2BzLRtedXr9g1hsGywk\n",
2348 "vGJ2fu9VaVjl1dZ4vMLfpxP7WDw+iXv//OW/ly73a6tZUUt4FUJYFUJ4TQhhbwhh7FkpIYTnhBAu\n",
2349 "CiHcGUK4KoTwlhDCsWWsVZI01BuAvcCvdXr95QaCruR5wHHAV4APF7UwqQjxSf074s3fGuEuzrtq\n",
2350 "l/3nXq1d5hx3GmyuYZVXJ5JtInJd3LxB5chnWZ2wxOy4x8ejwe/k8vb1J+zjXqPdfiUeP1LtcqTJ\n",
2351 "VR5ehRDWAf8IvIhsC+mxkt4QwmvI5qx8GHgK8FIgAT4dQthU6GIlSUMNuskVwPuBNcDzx71/p9ff\n",
2352 "DLw43nyJ7/6poc4hC2mf3On1l32zrNPrHwU8lmx226eqWZrqNOgm3yeryjmU5XektPKquYbtOOi8\n",
2353 "qwoMuskO4FvAauCJB3w638jlnypd1Hy5hKyC+IidG7M/X7GqMA+vnDOqmVFpeBVCOAL4JPBzwO8C\n",
2354 "y+3ssdz9H0kWev1emqZ/mqbpx9I0fQdwJnAkluJKUh1eF49/1On1f3jM+/4B2e/vfwc+UeiqpIIM\n",
2355 "usk1ZJVUa4BnDDn18WTPrT4z6Cbbq1ibGuGCeDzrwE90ev3HAaeSDQb/zoGfV+3y8OrHOr3+xgM+\n",
2356 "9wvxeGGF62mrv4vHherW+HziYWT/dv61jkXNg/im4HkAd20+Mf/wo4H7AVeSVb1LM6HqyqtHAqeT\n",
2357 "Pbmb5EXKbwOXxcBqQZqm1wNvAp4ZQlgz9SolSSMbdJMvAm8DDgbO6fT6I/0ejlUqL4w3rbpS070t\n",
2358 "Hp8ddxRcSj7vypbBdhk29yqf5/fmQTfZVdF6NLoryTZl2Az8Tv7BWGH5zHjzLTWsq23eRVax+sRO\n",
2359 "r3//+LGnxeP7/LcztfMA7l4Mr54Sj+f63EuzpNLwKk3TTwGnpmn6+RVPXtpZLA6dO9B5wOEszhWQ\n",
2360 "JFXnRWQvAh4F/PGI9/kT4DDgE4Nu8pmyFiYV5GPAtcCDgJ848JNx5tvPxZuGV+2Sh1dn7h/ed3r9\n",
2361 "04AnAzvJ5gOqYeIL91fGmy/s9Prr4/8/l2ze1YcH3cSKuZINusmNwAfIXps+M75BkIdXtgxO79PA\n",
2362 "3bsOPYZOr388iy2D59a4Jmlslc+8StN0oq04QwirgJNZvu883wXklEmuL0ma3KCb3A48O958aafX\n",
2363 "f+iw8zu9/q+zWHX152WuTSrCoJvcw2Jry7P3/1ycH3IOsAn42KCbXFzt6lSnQTe5lmyuzEbuXX31\n",
2364 "QrIRGe8cdJPr61ibRnIe8E3geOAZnV7/ULKNRAB6ta2qffLq1mcBjyF73Xct4JtbUxp0k7uBfrz5\n",
2365 "EuAk4DrgC7UtSppALbsNTmgT2SC/JcOvNE23A3uAo6pclCQpM+gmnwTeCqwF3t3p9U9Y6rxOr/8U\n",
2366 "shf6q4AXD7rJlytbpDSdfGzBUzu9/pb9Pv4C4KeBm4DfrHxVaoIPxuN7O73+o2J1w2+QbUz0uuXv\n",
2367 "prodUH31YrK5S0cCXwQ+W9e6Wuh8YBtZsPLm+LF/HnSTPbWtaL7kuw7+bjy+f9BN9ta1GGkSsxRe\n",
2368 "HRaPdw85526ynnVJUj1eBFxONmT1Pzq9/jP2nw/U6fV/jqwF4CDg5YNu8r/rWaY0vkE3uZxsZud6\n",
2369 "4FudXv85nV7/EcBr4inPirvPqX1eAnwIOILsRfjfkM0B/ICVeDPhXOBi4AEs/nvuOQ+oOjFIyd8g\n",
2370 "yMfA2DJYnHz0Tv6czF0GNXMmHm4eQngRMMqLjgvSNE0mfZz95Lv2bBhyzgbgtgIeS5I0gUE32R53\n",
2371 "13oL2U5N55C1YewBHgrk1SqvBV5axxqlKf0WWftgQhZQ3EP2fOqtg27yoToXpvoMusnOWFX6buCp\n",
2372 "ZLOuYLTnyqrZoJvs6fT6rwb+H1noeAmL1XSqzt8BLyN7g+sS4Kv1Lmd+DLrJ5Y97+bns3nAEwI1k\n",
2373 "uzxLM2XVvn2TvaEQQjgCOGaEU+9K0/TqJe6/FbgM+MU0TVd8shdnXu0Cfj9N0zcv8fmNwO3A09I0\n",
2374 "fc8I6wLg/PPP9x0VSZIkSZKkEpx99tnL7dQ8sokrr9I0vRW4ddoFjPF4+0IIlwGnLXNK/vHLKlqS\n",
2375 "JEmSJEmSSjZxeFWTC4AnLvO5J5ENc//GOBcsIgGUJEmSJElSORo7sD2EcFAI4bgDPvw24OQQwm8e\n",
2376 "cO5xwHOBc9I03V3VGiVJkiRJklSuxoZXZENQrwkhPDb/QJqmXwH+D/DmEMIrQwg/G0J4FtnAuR/g\n",
2377 "8F9JkiRJkqS5Und4NWxY+tVkM7XutXtgmqYvAl5ItotVCrwc+DTwE2ma3l7SOiVJkiRJklSDiXcb\n",
2378 "lCRJkiRJkspWd+WVJEmSJEmStCzDK0mSJEmSJDWW4ZUkSZIkSZIay/BKkiRJkiRJjWV4JUmSJEmS\n",
2379 "pMYyvJIkSZIkSVJjGV5JkiRJkiSpsdbUvYA6hRDWAH8MPBP4IeB64L3Ay9I0vbPOtakdQgj3Az4K\n",
2380 "bE3T9Ii616P5F0JYB7wAeAZwMvAD4BPAS9M03Vbj0tQCIYSHAi8F/guwHrgYeAvwjjRN99a4NLVI\n",
2381 "CGE18FXgYcAvpWn6wZqXpDkXQhj2++0X0zT9UGWLUSuFEM4GPgm8IE3TN9a9Hs23EMI24MQhp7ws\n",
2382 "TdOXjXvdVodXwLuBJwKvAr4OPBD4M+AxIYT/mqbpnjoXp/kWX8SdRxac3lbzctQCIYSDgBR4PPB6\n",
2383 "4NPACcAfAV8OIfy4AZbKEkL4ceACstDgD4BbgEcDrwN+hCxUlarwe8AWYF/8T6rCG4H3LfHxb1W9\n",
2384 "ELVLLNj4v2Svd99U83LUDr8KrFvi4ycB7wSumOSirQ2vQgi/DDwV+Jk0TT8VP/zxEMKngK+RPbF5\n",
2385 "Q13r03yL736cC3wX+ADw6/WuSC3x8/G/Z6Rp+vf5B0MI55I9ef4L4DdrWpvm3w7gr4A/T9M0Dww+\n",
2386 "HkK4BnhrCOENaZpeUt/y1AYhhGOBlwEvBN5R83LULpemafqZuhehVno+cBrw2P3+/kqlSdP0S0t9\n",
2387 "PITwKrKuj3+e5Lptnnn1O8C/7RdcAZCm6XeAfwKeU8uq1Ba/QVZ9cDZZ9YFUhTuBHvAP+38wTdOb\n",
2388 "yFoHH13HotQOaZpemKbpS5Z44vy5eDyp6jWplV4DnA/0616IJJUtBvZ/Cbw9TdMv170etVccXfJs\n",
2389 "4J1pmu6Y5BqtrLyKpZNnkFUZLOU84L+HEI6OL+qkoj0H2JOm6a4QQt1rUUvEsP5Ty3x6PbCrwuVI\n",
2390 "uUcAu4GL6l6I5lsI4bFAAE4HVtW8HLWPP3Oqw6vJnt/9Sd0LUev9GnAU8DeTXqCV4RVwPHAIWcvW\n",
2391 "Ur4Xj6cAhlcqXJqmd9e9BikXQjiGbP6fLTSqRAhhPXAk8ASymVf/I03T79e7Ks2zOPPvTcBr0zS9\n",
2392 "IoSwteYlqX2eG0L4M2AzcAnwt2maOn9IpYmzJp8B/DawO4SwftKKF6kAzwXOT9P04kkv0Na2wSPj\n",
2393 "8QfLfD7/+FEVrEWSahNCWAW8jezNjL+qeTlqj+8DVwNvB/4yTdPX1rwezb/nkD2ve1XdC1ErXQP8\n",
2394 "PdnYiF8FLgTeEEL421pXpXn318Ae4A+B24E7Qwj/FkJ4ZL3LUtuEEB4NPIopqq6gvZVXh8XjctUv\n",
2395 "d8Xj5grWIkl1+ivgF8i2Tp5o5w9pAj9FttPlk4HXhhA2pmn6yprXpDkVQjga+J/A71l1oJpsPWAX\n",
2396 "8w/GreT/NITwz2maXlDPsjSvQgg/AzyGbEfz9wL/AWwl29n3MyGEs9I0HdS3QrXM88hC/A9Mc5G2\n",
2397 "hlfb43HDMp8/JB5vq2AtklSLEMJLgN8H3pim6RvrXo/aI03TrwBfAf4lhNAHzgkhfCRN0wtrXprm\n",
2398 "06uAi9I0fU/dC1E7HRBc5V5BNrz414ELKl2Q2uD5ZIUaj0nTNB+JQwjh7WSVf68HHlfT2tQicTzJ\n",
2399 "U4FXpmm6d5prtbVtMN/d7fBlPp9XXN1cwVokqXIhhOcALwfelabpC+pej9orTdN3kb0b97S616L5\n",
2400 "E0I4DXgm8OoQwpb8P+CYeMoR8WPr61ul2ijOP/0ccFrda9Fceizwnv2DK4A0TW8nayd8TAjBETmq\n",
2401 "wm+T5U5vnfZCbQ2vriNLopf7Y5F//LJqliNJ1Qkh/CrwRiAle1En1e0a4KS6F6G5tIXs+e5HgWv3\n",
2402 "++9L8fN/F2+79a/qsBu4p+5FaC4dRrYxwFLyjx+zzOelQoQQVgO/A3ygiI15Wtk2mKbpPSGEzwI/\n",
2403 "y9IDip8EfCdN0xurXZkklSuE8HjgXWQv5J6epum+mpekFog7vf00cEOapl8/4HOrgFNZDBOkIn2T\n",
2404 "bDfVA3/XbQHOAV4GfAG4qNplqS1CCGuB+x04VzKEsIZsJtFHalmY5t01ZH9bl3IqsJesoEMq0y8C\n",
2405 "9wfeXMTFWhleRW8B3hdCODtN0/PzD4YQHkLWuvDi2lYmSSUIITwGOJdstsZTlpnBIZVhI/Bu4Ntx\n",
2406 "SOz+Mw+eTbYL8AdrWZnmWpqmtwL/euDHQwhb4/9+PU3TT1S6KLXNp4HNIYRHp2l6x34f75K9qHtH\n",
2407 "PcvSnHsv8NwQwivSNL08/2AI4VCyoe2fStPU+c4q2/PIioIuKOJirQ2v0jR9fwjhXODcEMKryd6Z\n",
2408 "OxX4U+CrwJvqXJ8kleA8so0o/ho4I4T7dsm445HKkKbp7SGE5wL/AHwyDoy9g6wa63eBd6Zp2q9z\n",
2409 "jZJUkv8FvB/4XAjhtWSzd58K/AbwF2mafq3OxWluvQJ4AvDlEMJrgG8DJwJ/SPaG0vNqXJtaIITw\n",
2410 "w8BPkoWlhWjrzKvc04DXAc8iq0b4I+AfgcdbkaAK7eO+7QxSGQ4na5X5KNBf4r/zl7+rNJ2401tC\n",
2411 "NnPy9WQz184Enp+mqbPXVAf/9qp0aZp+FDgLuJrszaP3AKcAv5ym6StqXJrmWJqm24EzgLeTvUn0\n",
2412 "L8BfkFUCPiJN00trXJ7a4bnAncA7i7rgqn37/LstSZIkSZKkZmp75ZUkSZIkSZIazPBKkiRJkiRJ\n",
2413 "jWV4JUmSJEmSpMYyvJIkSZIkSVJjGV5JkiRJkiSpsQyvJEmSJEmS1FiGV5IkSZIkSWoswytJkiRJ\n",
2414 "kiQ1luGVJEmSJEmSGsvwSpIkSZIkSY1leCVJkiRJkqTGMrySJEmSJElSYxleSZIkSZIkqbEMryRJ\n",
2415 "kiRJktRYhleSJEmSJElqLMMrSZIkSZIkNZbhlSRJkiRJkhrL8EqSJEmSJEmNZXglSZIkSZKkxvr/\n",
2416 "gUJ07DcuELgAAAAASUVORK5CYII=\n"
1722 2417 ],
1723 2418 "text/plain": [
1724 "<matplotlib.figure.Figure at 0x3436950>"
2419 "<matplotlib.figure.Figure at 0x106c2a9b0>"
1725 2420 ]
1726 2421 },
1727 "metadata": {},
2422 "metadata": {
2423 "image/png": {
2424 "height": 392,
2425 "width": 599
2426 }
2427 },
1728 2428 "output_type": "display_data"
1729 2429 }
1730 2430 ],
@@ -1745,7 +2445,7 b''
1745 2445 },
1746 2446 {
1747 2447 "cell_type": "code",
1748 "execution_count": 43,
2448 "execution_count": 46,
1749 2449 "metadata": {
1750 2450 "collapsed": false
1751 2451 },
@@ -1755,21 +2455,21 b''
1755 2455 "output_type": "stream",
1756 2456 "text": [
1757 2457 "{\n",
1758 " \"stdin_port\": 50023, \n",
1759 " \"ip\": \"127.0.0.1\", \n",
1760 " \"control_port\": 50024, \n",
1761 " \"hb_port\": 50025, \n",
1762 " \"signature_scheme\": \"hmac-sha256\", \n",
1763 " \"key\": \"b54b8859-d64d-48bb-814a-909f9beb3316\", \n",
1764 " \"shell_port\": 50021, \n",
2458 " \"stdin_port\": 62401,\n",
2459 " \"key\": \"64c935a7-64e8-4ab7-ab22-6e0f3ff84e02\",\n",
2460 " \"hb_port\": 62403,\n",
1765 2461 " \"transport\": \"tcp\", \n",
1766 " \"iopub_port\": 50022\n",
2462 " \"signature_scheme\": \"hmac-sha256\",\n",
2463 " \"shell_port\": 62399,\n",
2464 " \"control_port\": 62402,\n",
2465 " \"ip\": \"127.0.0.1\",\n",
2466 " \"iopub_port\": 62400\n",
1767 2467 "}\n",
1768 2468 "\n",
1769 2469 "Paste the above JSON into a file, and connect with:\n",
1770 2470 " $> ipython <app> --existing <file>\n",
1771 2471 "or, if you are local, you can connect with just:\n",
1772 " $> ipython <app> --existing kernel-30f00f4a-230c-4e64-bea5-0e5f6a52cb40.json \n",
2472 " $> ipython <app> --existing kernel-25383540-ce7f-4529-900a-ded0e510d5d8.json \n",
1773 2473 "or even just:\n",
1774 2474 " $> ipython <app> --existing \n",
1775 2475 "if this is the most recent IPython session you have started.\n"
@@ -1789,7 +2489,7 b''
1789 2489 },
1790 2490 {
1791 2491 "cell_type": "code",
1792 "execution_count": 83,
2492 "execution_count": 47,
1793 2493 "metadata": {
1794 2494 "collapsed": false
1795 2495 },
Show file before | Show file after | Hide comments
@@ -16,7 +16,7 b''
16 16 },
17 17 {
18 18 "cell_type": "code",
19 "execution_count": 9,
19 "execution_count": 1,
20 20 "metadata": {
21 21 "collapsed": false
22 22 },
@@ -35,7 +35,7 b''
35 35 },
36 36 {
37 37 "cell_type": "code",
38 "execution_count": 10,
38 "execution_count": 2,
39 39 "metadata": {
40 40 "collapsed": false
41 41 },
@@ -55,7 +55,7 b''
55 55 },
56 56 {
57 57 "cell_type": "code",
58 "execution_count": 11,
58 "execution_count": 3,
59 59 "metadata": {
60 60 "collapsed": false
61 61 },
@@ -68,7 +68,7 b''
68 68 },
69 69 {
70 70 "cell_type": "code",
71 "execution_count": 12,
71 "execution_count": 4,
72 72 "metadata": {
73 73 "collapsed": false
74 74 },
@@ -79,7 +79,7 b''
79 79 "<IPython.utils.capture.CapturedIO at 0x1076c9310>"
80 80 ]
81 81 },
82 "execution_count": 12,
82 "execution_count": 4,
83 83 "metadata": {},
84 84 "output_type": "execute_result"
85 85 }
@@ -97,7 +97,7 b''
97 97 },
98 98 {
99 99 "cell_type": "code",
100 "execution_count": 13,
100 "execution_count": 5,
101 101 "metadata": {
102 102 "collapsed": false
103 103 },
@@ -123,7 +123,7 b''
123 123 },
124 124 {
125 125 "cell_type": "code",
126 "execution_count": 14,
126 "execution_count": 6,
127 127 "metadata": {
128 128 "collapsed": false
129 129 },
@@ -134,7 +134,7 b''
134 134 "'hi, stdout\\n'"
135 135 ]
136 136 },
137 "execution_count": 14,
137 "execution_count": 6,
138 138 "metadata": {},
139 139 "output_type": "execute_result"
140 140 }
@@ -145,7 +145,7 b''
145 145 },
146 146 {
147 147 "cell_type": "code",
148 "execution_count": 15,
148 "execution_count": 7,
149 149 "metadata": {
150 150 "collapsed": false
151 151 },
@@ -156,7 +156,7 b''
156 156 "'hi, stderr\\n'"
157 157 ]
158 158 },
159 "execution_count": 15,
159 "execution_count": 7,
160 160 "metadata": {},
161 161 "output_type": "execute_result"
162 162 }
@@ -174,7 +174,7 b''
174 174 },
175 175 {
176 176 "cell_type": "code",
177 "execution_count": 16,
177 "execution_count": 8,
178 178 "metadata": {
179 179 "collapsed": false
180 180 },
@@ -187,7 +187,7 b''
187 187 },
188 188 {
189 189 "cell_type": "code",
190 "execution_count": 17,
190 "execution_count": 9,
191 191 "metadata": {
192 192 "collapsed": false
193 193 },
@@ -206,7 +206,7 b''
206 206 },
207 207 {
208 208 "cell_type": "code",
209 "execution_count": 18,
209 "execution_count": 10,
210 210 "metadata": {
211 211 "collapsed": false
212 212 },
@@ -395,7 +395,7 b''
395 395 },
396 396 {
397 397 "cell_type": "code",
398 "execution_count": 19,
398 "execution_count": 11,
399 399 "metadata": {
400 400 "collapsed": false
401 401 },
@@ -416,7 +416,7 b''
416 416 },
417 417 {
418 418 "cell_type": "code",
419 "execution_count": 20,
419 "execution_count": 12,
420 420 "metadata": {
421 421 "collapsed": false
422 422 },
@@ -427,7 +427,7 b''
427 427 "'hi, stdout\\n'"
428 428 ]
429 429 },
430 "execution_count": 20,
430 "execution_count": 12,
431 431 "metadata": {},
432 432 "output_type": "execute_result"
433 433 }
@@ -438,7 +438,7 b''
438 438 },
439 439 {
440 440 "cell_type": "code",
441 "execution_count": 21,
441 "execution_count": 13,
442 442 "metadata": {
443 443 "collapsed": false
444 444 },
@@ -449,7 +449,7 b''
449 449 "''"
450 450 ]
451 451 },
452 "execution_count": 21,
452 "execution_count": 13,
453 453 "metadata": {},
454 454 "output_type": "execute_result"
455 455 }
@@ -460,7 +460,7 b''
460 460 },
461 461 {
462 462 "cell_type": "code",
463 "execution_count": 22,
463 "execution_count": 14,
464 464 "metadata": {
465 465 "collapsed": false
466 466 },
@@ -471,7 +471,7 b''
471 471 "[]"
472 472 ]
473 473 },
474 "execution_count": 22,
474 "execution_count": 14,
475 475 "metadata": {},
476 476 "output_type": "execute_result"
477 477 }
Show file before | Show file after | Hide comments
@@ -11,7 +11,7 b''
11 11 "cell_type": "markdown",
12 12 "metadata": {},
13 13 "source": [
14 "IPython has a system of commands we call 'magics' that provide effectively a mini command language that is orthogonal to the syntax of Python and is extensible by the user with new commands. Magics are meant to be typed interactively, so they use command-line conventions, such as using whitespace for separating arguments, dashes for options and other conventions typical of a command-line environment.\n",
14 "IPython has a system of commands we call 'magics' that provide a mini command language that is orthogonal to the syntax of Python and is extensible by the user with new commands. Magics are meant to be typed interactively, so they use command-line conventions, such as using whitespace for separating arguments, dashes for options and other conventions typical of a command-line environment.\n",
15 15 "\n",
16 16 "Magics come in two kinds:\n",
17 17 "\n",
@@ -46,6 +46,7 b''
46 46 "prun": "ExecutionMagics",
47 47 "pypy": "Other",
48 48 "python": "Other",
49 "python2": "Other",
49 50 "python3": "Other",
50 51 "ruby": "Other",
51 52 "script": "ScriptMagics",
@@ -64,19 +65,20 b''
64 65 "automagic": "AutoMagics",
65 66 "autosave": "KernelMagics",
66 67 "bookmark": "OSMagics",
68 "cat": "Other",
67 69 "cd": "OSMagics",
68 70 "clear": "KernelMagics",
69 71 "colors": "BasicMagics",
70 72 "config": "ConfigMagics",
71 73 "connect_info": "KernelMagics",
74 "cp": "Other",
72 75 "debug": "ExecutionMagics",
73 76 "dhist": "OSMagics",
74 77 "dirs": "OSMagics",
75 "doctest_mode": "KernelMagics",
78 "doctest_mode": "BasicMagics",
76 79 "ed": "Other",
77 80 "edit": "KernelMagics",
78 81 "env": "OSMagics",
79 "gist": "Other",
80 82 "gui": "BasicMagics",
81 83 "hist": "Other",
82 84 "history": "HistoryMagics",
@@ -84,7 +86,11 b''
84 86 "install_ext": "ExtensionMagics",
85 87 "install_profiles": "DeprecatedMagics",
86 88 "killbgscripts": "ScriptMagics",
89 "ldir": "Other",
87 90 "less": "KernelMagics",
91 "lf": "Other",
92 "lk": "Other",
93 "ll": "Other",
88 94 "load": "CodeMagics",
89 95 "load_ext": "ExtensionMagics",
90 96 "loadpy": "CodeMagics",
@@ -93,12 +99,16 b''
93 99 "logstart": "LoggingMagics",
94 100 "logstate": "LoggingMagics",
95 101 "logstop": "LoggingMagics",
102 "ls": "Other",
96 103 "lsmagic": "BasicMagics",
104 "lx": "Other",
97 105 "macro": "ExecutionMagics",
98 106 "magic": "BasicMagics",
99 107 "man": "KernelMagics",
100 108 "matplotlib": "PylabMagics",
109 "mkdir": "Other",
101 110 "more": "KernelMagics",
111 "mv": "Other",
102 112 "notebook": "BasicMagics",
103 113 "page": "BasicMagics",
104 114 "pastebin": "CodeMagics",
@@ -128,17 +138,18 b''
128 138 "rerun": "HistoryMagics",
129 139 "reset": "NamespaceMagics",
130 140 "reset_selective": "NamespaceMagics",
141 "rm": "Other",
142 "rmdir": "Other",
131 143 "run": "ExecutionMagics",
132 144 "save": "CodeMagics",
133 145 "sc": "OSMagics",
146 "set_env": "OSMagics",
134 147 "store": "StoreMagics",
135 148 "sx": "OSMagics",
136 149 "system": "OSMagics",
137 150 "tb": "ExecutionMagics",
138 "tic": "TimerMagics",
139 151 "time": "ExecutionMagics",
140 152 "timeit": "ExecutionMagics",
141 "toc": "TimerMagics",
142 153 "unalias": "OSMagics",
143 154 "unload_ext": "ExtensionMagics",
144 155 "who": "NamespaceMagics",
@@ -150,10 +161,10 b''
150 161 },
151 162 "text/plain": [
152 163 "Available line magics:\n",
153 "%alias %alias_magic %autocall %automagic %autosave %bookmark %cd %clear %colors %config %connect_info %debug %dhist %dirs %doctest_mode %ed %edit %env %gist %gui %hist %history %install_default_config %install_ext %install_profiles %killbgscripts %less %load %load_ext %loadpy %logoff %logon %logstart %logstate %logstop %lsmagic %macro %magic %man %matplotlib %more %notebook %page %pastebin %pdb %pdef %pdoc %pfile %pinfo %pinfo2 %popd %pprint %precision %profile %prun %psearch %psource %pushd %pwd %pycat %pylab %qtconsole %quickref %recall %rehashx %reload_ext %rep %rerun %reset %reset_selective %run %save %sc %store %sx %system %tb %tic %time %timeit %toc %unalias %unload_ext %who %who_ls %whos %xdel %xmode\n",
164 "%alias %alias_magic %autocall %automagic %autosave %bookmark %cat %cd %clear %colors %config %connect_info %cp %debug %dhist %dirs %doctest_mode %ed %edit %env %gui %hist %history %install_default_config %install_ext %install_profiles %killbgscripts %ldir %less %lf %lk %ll %load %load_ext %loadpy %logoff %logon %logstart %logstate %logstop %ls %lsmagic %lx %macro %magic %man %matplotlib %mkdir %more %mv %notebook %page %pastebin %pdb %pdef %pdoc %pfile %pinfo %pinfo2 %popd %pprint %precision %profile %prun %psearch %psource %pushd %pwd %pycat %pylab %qtconsole %quickref %recall %rehashx %reload_ext %rep %rerun %reset %reset_selective %rm %rmdir %run %save %sc %set_env %store %sx %system %tb %time %timeit %unalias %unload_ext %who %who_ls %whos %xdel %xmode\n",
154 165 "\n",
155 166 "Available cell magics:\n",
156 "%%! %%HTML %%SVG %%bash %%capture %%debug %%file %%html %%javascript %%latex %%perl %%prun %%pypy %%python %%python3 %%ruby %%script %%sh %%svg %%sx %%system %%time %%timeit %%writefile\n",
167 "%%! %%HTML %%SVG %%bash %%capture %%debug %%file %%html %%javascript %%latex %%perl %%prun %%pypy %%python %%python2 %%python3 %%ruby %%script %%sh %%svg %%sx %%system %%time %%timeit %%writefile\n",
157 168 "\n",
158 169 "Automagic is ON, % prefix IS NOT needed for line magics."
159 170 ]
@@ -214,7 +225,7 b''
214 225 "name": "stdout",
215 226 "output_type": "stream",
216 227 "text": [
217 "100 loops, best of 3: 6.05 ms per loop\n"
228 "100 loops, best of 3: 7.06 ms per loop\n"
218 229 ]
219 230 }
220 231 ],
@@ -233,7 +244,7 b''
233 244 "name": "stdout",
234 245 "output_type": "stream",
235 246 "text": [
236 "100 loops, best of 3: 6.07 ms per loop\n"
247 "100 loops, best of 3: 7.4 ms per loop\n"
237 248 ]
238 249 }
239 250 ],
@@ -394,13 +405,13 b''
394 405 "name": "stdout",
395 406 "output_type": "stream",
396 407 "text": [
397 "hello from Python 2.7.2 (default, Oct 11 2012, 20:14:37) \n",
398 "[GCC 4.2.1 Compatible Apple Clang 4.0 (tags/Apple/clang-418.0.60)]\n"
408 "hello from Python 2.7.9 (default, Jan 29 2015, 06:27:40) \n",
409 "[GCC 4.2.1 Compatible Apple LLVM 6.0 (clang-600.0.56)]\n"
399 410 ]
400 411 }
401 412 ],
402 413 "source": [
403 "%%script python\n",
414 "%%script python2\n",
404 415 "import sys\n",
405 416 "print 'hello from Python %s' % sys.version"
406 417 ]
@@ -416,8 +427,8 b''
416 427 "name": "stdout",
417 428 "output_type": "stream",
418 429 "text": [
419 "hello from Python: 3.3.1 (v3.3.1:d9893d13c628, Apr 6 2013, 11:07:11) \n",
420 "[GCC 4.2.1 (Apple Inc. build 5666) (dot 3)]\n"
430 "hello from Python: 3.4.2 |Continuum Analytics, Inc.| (default, Oct 21 2014, 17:42:20) \n",
431 "[GCC 4.2.1 (Apple Inc. build 5577)]\n"
421 432 ]
422 433 }
423 434 ],
@@ -447,7 +458,7 b''
447 458 "name": "stdout",
448 459 "output_type": "stream",
449 460 "text": [
450 "Hello from Ruby 1.9.3\n"
461 "Hello from Ruby 2.0.0\n"
451 462 ]
452 463 }
453 464 ],
@@ -480,45 +491,6 b''
480 491 "cell_type": "markdown",
481 492 "metadata": {},
482 493 "source": [
483 "## Exercise: write your own script that numbers input lines"
484 ]
485 },
486 {
487 "cell_type": "markdown",
488 "metadata": {},
489 "source": [
490 "Write a file, called `lnum.py`, such that the following cell works as shown (hint: don't forget about the executable bit!): "
491 ]
492 },
493 {
494 "cell_type": "code",
495 "execution_count": 29,
496 "metadata": {
497 "collapsed": false
498 },
499 "outputs": [
500 {
501 "name": "stdout",
502 "output_type": "stream",
503 "text": [
504 "0: my first line\n",
505 "1: my second\n",
506 "2: more\n",
507 "---- END ----\n"
508 ]
509 }
510 ],
511 "source": [
512 "%%script ./lnum.py\n",
513 "my first line\n",
514 "my second\n",
515 "more"
516 ]
517 },
518 {
519 "cell_type": "markdown",
520 "metadata": {},
521 "source": [
522 494 "## Capturing output"
523 495 ]
524 496 },
@@ -531,7 +503,7 b''
531 503 },
532 504 {
533 505 "cell_type": "code",
534 "execution_count": 30,
506 "execution_count": 14,
535 507 "metadata": {
536 508 "collapsed": false
537 509 },
@@ -559,7 +531,7 b''
559 531 },
560 532 {
561 533 "cell_type": "code",
562 "execution_count": 31,
534 "execution_count": 15,
563 535 "metadata": {
564 536 "collapsed": false
565 537 },
@@ -572,7 +544,7 b''
572 544 },
573 545 {
574 546 "cell_type": "code",
575 "execution_count": 32,
547 "execution_count": 16,
576 548 "metadata": {
577 549 "collapsed": false
578 550 },
@@ -612,7 +584,7 b''
612 584 },
613 585 {
614 586 "cell_type": "code",
615 "execution_count": 33,
587 "execution_count": 17,
616 588 "metadata": {
617 589 "collapsed": false
618 590 },
@@ -644,7 +616,7 b''
644 616 },
645 617 {
646 618 "cell_type": "code",
647 "execution_count": 34,
619 "execution_count": 18,
648 620 "metadata": {
649 621 "collapsed": false
650 622 },
@@ -652,10 +624,10 b''
652 624 {
653 625 "data": {
654 626 "text/plain": [
655 "<open file '<fdopen>', mode 'rb' at 0x112cd55d0>"
627 "<_io.BufferedReader name=52>"
656 628 ]
657 629 },
658 "execution_count": 34,
630 "execution_count": 18,
659 631 "metadata": {},
660 632 "output_type": "execute_result"
661 633 }
@@ -666,7 +638,7 b''
666 638 },
667 639 {
668 640 "cell_type": "code",
669 "execution_count": 35,
641 "execution_count": 19,
670 642 "metadata": {
671 643 "collapsed": false
672 644 },
@@ -689,7 +661,7 b''
689 661 }
690 662 ],
691 663 "source": [
692 "print(ruby_lines.read())"
664 "print(ruby_lines.read().decode('utf8'))"
693 665 ]
694 666 }
695 667 ],
Show file before | Show file after | Hide comments
This diff has been collapsed as it changes many lines, (1321 lines changed) Show them Hide them
@@ -90,7 +90,7 b''
90 90 "The main idea of the first approach is that you have to implement special display methods when you define your class, one for each representation you want to use. Here is a list of the names of the special methods and the values they must return:\n",
91 91 "\n",
92 92 "* `_repr_html_`: return raw HTML as a string\n",
93 "* `_repr_json_`: return raw JSON as a string\n",
93 "* `_repr_json_`: return a JSONable dict\n",
94 94 "* `_repr_jpeg_`: return raw JPEG data\n",
95 95 "* `_repr_png_`: return raw PNG data\n",
96 96 "* `_repr_svg_`: return raw SVG data as a string\n",
@@ -164,96 +164,134 b''
164 164 {
165 165 "data": {
166 166 "image/png": [
167 "iVBORw0KGgoAAAANSUhEUgAAAXIAAAENCAYAAAASUO4dAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n",
168 "AAALEgAACxIB0t1+/AAAElNJREFUeJzt3X+wXGV9x/H3JpefITfhCr1JSyCIRH5UJbQgrVhXChas\n",
169 "DXE6onbaBoownRG0tVUSOg63vxQY+8tRoVOQuTIOSq3QQGtNiGyr1SK0IfxqTBNNB2zuhUJoLogk\n",
170 "kO0fz9ncvZu9956z9+yefXbfr5mdPefZs7tPbnY/++z3POcsSJIkSZIkSZIkSZIkSZIkSZIkSZJ6\n",
171 "1olFd6DNlgJHFt0JKYt5RXdAXe8sYAtwEyHEzym2O233DPCxojshZVEqugPqGjcD/wrc3tB+E/BV\n",
172 "4EFgHXBNm57/1wij4bOBu4Avtel5Gp0B/Drw+3VtZwGnAl/oUB+m06xvq4HTgP3AD5n8/8raLqkH\n",
173 "fQf424a204GLkuU3AVe36blfV/fYxwC76UwJ5yOED6nbmtyWJcTfTPjweQoYSNqGCR9G9wI/n1Pf\n",
174 "FgH/Xrf+HeA1GduPaaEv6nKWVgQwH7gPOA84vK69DHwjWX5X3XLeTmeynPG/wHbgZ9r0XPX+HPj7\n",
175 "aW57hvABk8YDwD8B24BfTdrGCSH+HuDbOfXtF4An6ta3EP7PsrS/vYW+qMsNzL6J+sDpwCbCV/mL\n",
176 "CKNLgCOAl5Pls4BPZHzc1wJXzHD7vxHC6h+ZHPmXCCWW7RmfK+tz1kxXXtxC+DBJ0495wD7g08BH\n",
177 "gS8n7QuAl3Ls23HA83XrzwMnA89lbFePMcgFoS59O6EU8H5CkB8G7K3b5kigWrc+H/hn4Nxk/Vbg\n",
178 "k0wNvu8T6uqz2Qc8liz/MvAQ8PA0264A/gQ4FvhZoAL8A6HGn+U5a6rTtO9OniuNMwl9fowwkj4T\n",
179 "+I8mjz3Xvi0Gfly3vhc4KtkuS7t6jKUVQXhzvwysB94B/AQh3B+o22Z+w31+DvjvZLmUrLc6iq5Z\n",
180 "DFxK2MHXzBAhsH+TUCLYlGx78zTbpzHdiPwl4NCUj/FG4BHCDsXPEer9rwe+N4d+NevbREPbEYRR\n",
181 "d9Z29RhH5FoE/ChZniDUeq8CngU+W7fdKw33uxD4erK8Eni0yWNnKSWUgLXAB4AXgBOY/KCo+WDS\n",
182 "p9oo87C6vrfynDD9iHwR6UOvfkB0C+ED7Qngr3Lu2w7Ct5Ca1xBG/s+nbD8maZfUI44izET5babO\n",
183 "ZDgT+D8OroePMvVr+YPATyfLHweuBFbNoT8fItSklxC+DbwtaT+ZyaC8kTAtEEJd/1NzeL6aS2k+\n",
184 "a+Uq4Bfr1uv7Ue8QwjeEejcT6v55920BUz8wtxC+PWVtV49p/Lqs/lEGvkUoCdxb174LeAOwmamj\n",
185 "tyFCMPyAUJ9eRxjxLSSURBYBOwl14KzOJdTnrwR+D7ic8OEwQZjbvr3u8k7CTr8zCDX5/S08X81V\n",
186 "hNLMm5J/w2Ymd+5eCfw1k99E6vtRcxZh1H08oQw1kbR/n1DG+FbOfXshuawi/P/dSxjF78vYrj61\n",
187 "GPgK8J+Er4xvJryxNxKmXG1ItlFchjNsu5iwkxFCwPxp/t1p6lDgrR16rprDCTsti+6HlKtR4LeS\n",
188 "5QHC6OtGJuf+XgNcX0C/1Fm/QyjDfJrOzPMGeC+d/+Z4KWFnZdH9kHKziOZfl7cyOaJbkqyrt5WY\n",
189 "eWddL1gGXFx0J6S8nUGo/91GqJn+DaFWurtum1LDuiSpQ9LMIx8gzGT4XHL9ImGaWL0q00/jkiS1\n",
190 "UZp55E8llweT9a8QZiyMEUoqY4RDqp9uvONJJ51U3bFjRz49laT+sYP05/pJNSIfA55k8nDl84HH\n",
191 "gXuANUnbGuDug3qyYwfVatVLDpfrrruu8D700sW/p3/Pbr4AJ6UNcUh/ZOfVwBcJU7B2AJcR9uDf\n",
192 "SZjzuxO4JMsTS5LykTbItxAOfmh0fo59kSS1wJNmRaJcLhfdhZ7i3zNf/j2L1e6feqsm9R5JUkql\n",
193 "Ugky5LMjckmKnEEuSZEzyCUpcga5JEXOIJekyBnkUocMDg5RKpUYHBwquivqMU4/lDokTCmrAiV8\n",
194 "X2gmTj+UpD5jkEsdN0CpVLLMotxYWpE6pL60Mnn6fsssOpilFUnqMwa5JEXOIJe6iFMU1Qpr5FKH\n",
195 "pKmRO0VRYI1ckvqOQS5JkTPIJSlyBrkkRc4gl6TIGeSSFDmDXGoT54SrU5xHLrVJ45xw55ErLeeR\n",
196 "S1KfMcglKXIGuSRFziCXpMgNpNxuJ7AHeBXYB5wNDAFfBk5Ibr8EeD73HkqSZpR2RF4FysBKQogD\n",
197 "rAU2AiuATcm6JKnDspRWGqfCrAJGk+VRYHUuPZIkZZJlRH4f8BBwRdI2DIwny+PJuiSpw9LWyN8C\n",
198 "7AKOJZRTtjbcXmXyCAdJUgelDfJdyfUzwF2EOvk4sAQYA5YCTze748jIyIHlcrlMuVxuradSTxqg\n",
199 "VCqxcOHR7NnzXNGdUUEqlQqVSqXl+6c5BPRIYD4wASwANgB/CJwPPAvcQNjRuZiDd3h6iL76VtpD\n",
200 "9KfbxvdO/8p6iH6aEfkwYRRe2/6LhDB/CLgTuJzJ6YeSpA7zpFlSmzgiV6s8aZYk9RmDXJIiZ5BL\n",
201 "UuQMcqmL+StDSsOdnVKb5LGz052f/cmdnZLUZwxySYqcQS5JkTPIJSlyBrkkRc4gl6TIGeSSFDmD\n",
202 "XJIiZ5BLUuQMcmmO2nMY/UDt6D5pVh6iL83RdIfRz/UQ/cZr30v9w0P0JanPGOSSFDmDXJIiZ5BL\n",
203 "UuQMckmKnEEuSZEzyCUpcga5JEXOIJekyBnkkhQ5g1ySImeQS1LkDHJJilzaIJ8PbAbuSdaHgI3A\n",
204 "NmADsDj/rkm9wlPSqr3SBvmHgSeYPPfmWkKQrwA2JeuSmnqFybeOlL80QX4c8E7gFibPj7sKGE2W\n",
205 "R4HV+XdNkpRGmiD/C+CjwP66tmFgPFkeT9YlSQUYmOX2dwFPE+rj5Wm2qTLD98aRkZEDy+VymXJ5\n",
206 "uoeRpP5UqVSoVCot33+2PTCfAH6DUOQ7HBgEvgqcRQj2MWApcD9wSpP7+1Nv6nlpfuqt+TX4U29q\n",
207 "Ju+fersWWAacCLwP+AYh2NcDa5Jt1gB3Z+2oJCkfWeeR14YE1wMXEKYfnpesS5IK0O7JrZZW1POK\n",
208 "KK0MDg4xMbEbgIULj2bPnufa+C9Up2UtrRjk0hwVEeST23HQbYpf3jVySVKXm236oaSOmO0w/trt\n",
209 "hwD7OtQnxcIgl7pC7TD+6cK8/vaZtlM/srQiSZEzyCUpcga5JEXOIJekyBnkkhQ5g1ySImeQS1Lk\n",
210 "DHJJipxBLkmRM8glKXIGuSRFziCXpMgZ5JIUOYNckiJnkEtS5AxySYqcQS5JkTPIpdyEn2MbHBwq\n",
211 "uiPqM/7Um5Sb8HNsExP+DJs6yxG5JEXOIJekyBnkUvSszfc7a+RS9KzN9ztH5JIUudmC/HDgAeBh\n",
212 "4Angk0n7ELAR2AZsABa3q4OSpJnNFuQ/Bt4OnAG8MVk+F1hLCPIVwKZkXZJUgDSllR8l14cC84Hd\n",
213 "wCpgNGkfBVbn3zVJUhppgnweobQyDtwPPA4MJ+sk18Nt6Z0kaVZpZq3sJ5RWFgFfJ5RX6lWTS1Mj\n",
214 "IyMHlsvlMuVyOWsfpcINDg4xMbGbhQuPZs+e54rujnpMpVKhUqm0fP+s85U+DrwEfAAoA2PAUsJI\n",
215 "/ZQm21er1WkzXopGqVQijFdKNL6m62+r36ZZ+9RrZrgt7fXUx/D91hvCayd9Ps9WWjmGyRkpRwAX\n",
216 "AJuB9cCapH0NcHemXkqScjNbaWUpYWfmvORyO2GWymbgTuByYCdwSfu6KEmaSbsPBbO0op7QrLRS\n",
217 "q5sH3VBaOQR4xTp+D8haWjHIpRSaBflMQV1UjdxaeW/Iu0YuSepyBrkkRc4gl6TIGeSSFDmDXJIi\n",
218 "Z5BLuRuozTqQOsIgl3IXfrFH6hSDXJIiZ5BLUuQMckmKnEEuSZEzyCUpcga5JEXOIJekyBnkkhQ5\n",
219 "g1ySImeQS1LkDHJJipxBLkmRM8glKXIDRXdAiounqFX3cUQuZVI7Ra2nqVX3MMglKXIGuSRFziCX\n",
220 "ZjA4OGRNXF3PIJdmMDGxG+vh6nYGuSRFLk2QLwPuBx4HHgM+lLQPARuBbcAGYHE7OihJmlmaIN8H\n",
221 "/C5wOnAO8EHgVGAtIchXAJuSdUldolbfHxwcKrorarNW9uLcDXwmubwNGAeWABXglIZtq9Wq9UXF\n",
222 "K+zorBLeKvXXNGnLet2+x6hWq1P67vswLskO9tT5nLVGvhxYCTwADBNCnOR6OONjSZJykOUQ/aOA\n",
223 "vwM+DEw03DbtoW4jIyMHlsvlMuVyOVMHJanXVSoVKpVKy/dPO3Q/BLgX+Brwl0nbVqAMjAFLCTtE\n",
224 "La2op1haURHaUVopAbcCTzAZ4gDrgTXJ8hpC7VyS1GFpEv9c4F+AR5gcAqwDvgvcCRwP7AQuAZ5v\n",
225 "uK8jckXNEbmKkHVE3u5jjw1yRc0gVxHaPWtFktRlDHJJipxBLkmRM8ilJjx9rWJikEtNePpaxcQg\n",
226 "l6TIGeSSFDmDXKpjbVwxMsilOtbGFSODXJIiZ5BLPWfA8lCfMcilnvMKlof6i0EuSZEzyCUpcga5\n",
227 "JEXOIJekyBnkkhQ5g1ySImeQS1LkDHJJipxBLkmRM8ilPlM7w+Pg4FDRXVFOBorugKTOqp3hcWLC\n",
228 "87H0CkfkkhQ5g1ySImeQS1LkDHJJipxBLkmRSxPknwfGgUfr2oaAjcA2YAOwOP+uSZLSSBPktwEX\n",
229 "NrStJQT5CmBTsi4pKuEn4ZxTHr80Qf5NYHdD2ypgNFkeBVbn2SlJnVD7SbhqMrdcsWq1Rj5MKLeQ\n",
230 "XA/n0x1JUlZ57Oys4i+9SlJhWj1EfxxYAowBS4Gnp9twZGTkwHK5XKZcLrf4lJJaE2rhCxcezZ49\n",
231 "zxXdGTVRqVSoVCot3z/tyRaWA/cAb0jWbwSeBW4g7OhcTPMdntVq1cG64lEqlQhfMGe7JsU23fcY\n",
232 "1Wq1yb+RA7epO4T/o9T5nKq0cgfwbeD1wJPAZcD1wAWE6YfnJeuSpAK0+/RnjsjVlQYHh5iY2H1Q\n",
233 "ucERubpB1hG5p7FVX/JUruolHqIvSZEzyCUpcga5+kbtJ86S+mMfGujjf3tvM8jVN2p18f49fq12\n",
234 "SL56jUEuSZEzyCUpcga5el6tNq6ZDHg624g5j1w9b7I2bphPL9TPnVcfJ0fkkhQ5g1x9zpKC4mdp\n",
235 "RX3OkoLi54hckiJnkEtS5AxySYqcQS5JkTPIJSlyBrkkRc4glwBP8aqYGeQS4CleFTODXJIiZ5BL\n",
236 "UuQMckmKnEEuSZHzpFmKyq5du3jxxRc57LDDWLZsWdHdkbqCI3JFY//+/Rx//AmsXHkhy5efyNjY\n",
237 "2JTba78E5Clp5yJMwyyVDm167d+2OzkiVzSq1SqvvvoqL7ywnQULjmfv3r1Tbq/9EpCnpJ2L2jTM\n",
238 "UtNr/7bdyRG5JEVurkF+IbAV+C/gmrl3R5KU1VyCfD7wGUKYnwa8Hzg1j07pYJVKpeguRGRqnVd5\n",
239 "mvrTeLX9Es3arKd3zlyC/GxgO7AT2Ad8Cbg4hz6pCYM8i1qddx8edp+32k/j7QYm90vAdQe11dbV\n",
240 "fnMJ8p8CnqxbfyppkyR10FyC3KGOClBlcPBXePnlZ5g3z331EoQ5Ra06Bxgh1MgB1gH7gRvqttkO\n",
241 "nDSH55CkfrQDeF0nnmggebLlwKHAw7izU5KicxHwPcLIe13BfZEkSZIE8B7gceBV4MyG29YRDh7a\n",
242 "Cryjw/3qBSOE2UGbk8uFM26t6XggW752Ao8QXpPfLbYr0fk8MA48Wtc2BGwEtgEbgMUF9ItTgBXA\n",
243 "/UwN8tMIdfRDCHX17XiKgKyuAz5SdCciN5/w2ltOeC26b2fufkAIH2X3VmAlU4P8RuBjyfI1wPWz\n",
244 "PUg7gnQr4ZOk0cXAHYSjNHYS3kxnt+H5e52HKs6NB7K1h6/L1nwTaDxyahUwmiyPAqtne5BOjoh/\n",
245 "klAWqPEAotZcDWwBbqWgr1yR80C2/FWB+4CHgCsK7ksvGCaUW0iuh2e7Q6unsd0ILGnSfi1wT4bH\n",
246 "8aCig033t/0D4Cbgj5L1Pwb+DLi8Q/3qFb7m8vcWYBdwLOH1u5Uw0tTcVUnxmm01yC9o4T4/BOp/\n",
247 "0uW4pE1Tpf3b3kK2D00Fja/DZUz9pqjsdiXXzwB3EcpXBnnrxgmDuTFgKfD0bHdod2mlvm62Hngf\n",
248 "4eChE4GTcQ93Vkvrlt/N1B0kSuchwmtvOeG1+F7Ca1OtORJYmCwvIMxG83U5N+uBNcnyGuDuIjrx\n",
249 "bkIN8iXCJ8rX6m67lrCjaSvwS53vWvS+QJjmtYXwnztr7UxNeSBbfk4kzPx5GHgM/55Z3QH8D7CX\n",
250 "kJuXEWYA3UfB0w8lSZIkSZIkSZIkSZIkSZIkSZIktcn/A4eK9UXawRDUAAAAAElFTkSuQmCC\n"
167 "iVBORw0KGgoAAAANSUhEUgAAAlEAAAGLCAYAAADnMccKAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n",
168 "AAALEgAACxIB0t1+/AAAGsJJREFUeJzt3X2QndddH/DvsUQs5cXIRoCNA9mGGIR5Dy9KiBMnMmnq\n",
169 "BAbamjOdYIOBafEMGd4MocEGUrAbG1Sgw7sLwWAI5bhT6tC0abCN4rQlSjEhmVAbG1yRRHgTYgsp\n",
170 "xEKOlKd/3LvmeiOvdo/26t6VPp9/ds9znufe32rvaL/znHOeU4ZhCAAAa3PWrAsAANiIhCgAgA5C\n",
171 "FABAByEKAKCDEAUA0EGIAgDoIEQBAHQQogAAOghRsIGVUraMv5ZSyq5Z1zMPSinnllK+atZ1AKc/\n",
172 "IQo2oFLKV5ZS3pPkQClla5IfTPIXp+i9P7eUclMp5d+XUv6glPIVp+J9n6KWraWUXy6lvHjp2DAM\n",
173 "B5K8opTyvFnVtRrHq32i77NLKb9SSvmuUsqvllIWTrYPWH9CFMypUsofl1JecZzjm5Jcn+Tnkrwo\n",
174 "yRcleWwYhvefgprOSnJtktcNw/A9SX4zydtKKdun/d7HqeU7k7w+yRVJyrLun0zyE6e6ptU6Qe1J\n",
175 "cluS24Zh+IUkv5rkd9ahD1hnQhTMoXEo+fKM/sgu97IkvzgMw68Ow/AnSb4/ya+fotIuSvI1ST5r\n",
176 "3P6dJM9I8o2n6P2fMAzDrwzD8ENJPnqcvseT3F9KedFaX7eUcnYp5UdKKftLKfeVUspE36tLKfeX\n",
177 "Un6/lPJPp1F7KeXzknzpMAz/c3zuO5N8finlczr7ntNbJ7AyIQrm08VJfiPJPy+lPG1Z38uS/GGS\n",
178 "lFLOS/IpwzB87BTV9XdJnp3kgiQZhuHo+Ni5p+j91+ItSV691ouGYTiS0Z2s25JcmImAOAzDm5L8\n",
179 "xjAMXz8Mw++tV6HLfEmSDyw79sGM7jr29H3NFGoEIkTBvPqKJD+S5ONJXrms7+xhGD4+/v5lSd59\n",
180 "qooahmH/MAzbh2H442Q0ByfJeUn+6FTVsAbvSfLCzmtfnOSOjIbEfnBZ3ydOpqhV+Iwkh5cdeyzJ\n",
181 "+Uk+vaPvM6dQI5Bk86wLAI7r3GEY9pdS3pTkqiT/JUlKKV+Q5P9OnPeFSf58+cWllG9J8vnDMFw3\n",
182 "bv/LJOcPw/ATE+dsS/LTOf6cnEk/MwzDe5+i77uSvGVpCOl4SinfkeS7M7p7tX1c7+NJXj4Mw4fX\n",
183 "sZYnGYbh4+PJ25uGYTi2mmsmfFWSmzK6k/OXpZQXD8PwjlLKjiz7955C7edm9O8z6fEkz0qytbMP\n",
184 "mAIhCubM+LEFS38MfzPJO0spnzkMw4eS/OMkbeL07UnedZyX+Wfja5d8U5KfnzxhGIa/TfLtJ1Hn\n",
185 "FyV5RZLLVjjnRzO6Q/L8jELGHyV5zTAMe9ezlhUsDTV+ZI3XbRqGYUjygVLK7yR5bZJ3ZHTn77cn\n",
186 "T5xC7Z80TyrJ05M8muMHtdX0AVNgOA/mz2VJ7kmSYRjeneT+JNeM+549DMPDE+c+LcnRyYvHq/cu\n",
187 "SXLXuL0lyQsynke1Hkopz8roTs0rh2E47h/p8V2zK5N8zzAMx8bzp/YlOZUTnR/PGv+fK6V8ZpLF\n",
188 "iUM/leTyUsrFGd0hPLSO9R3Pw0meuezYM8Y1LXb0fWgKNQJxJwrm0aXDMLx2ov2LSf5tKeWX8snD\n",
189 "NY8k2bbs2FckeWgYhoPj9ouTvC/Jx0op5y2FnlLKuUn+XfqGoW7K6I7Sw+PVa/9iGIbly+lfleRt\n",
190 "wzB8Yvx+mzMaJvu+5W9wkrWs5FMz+jdai8uSvG2pMQzD+0opb83osRL3Lj95CrW/M6PJ+0uvvzmj\n",
191 "4Pm+JB/r7AOmQIiCOVBKOSej0PFQkr9e1v3GJD+U5Pcy+mM96QMZTUSe9LXj11ny6ozubO0av/aj\n",
192 "yRMPpVzzMFQp5bUZzRXaMZ4j9DkZ3T1JKeUrk5wzDMPdSf4m41V8Y9+V5JeHYfjg8tfsrWWyrKc4\n",
193 "PkzOh1pW31N57ngV3qSfTLIno2dzLX+Dda19GIYPlFL+Xyll53jY8+VJ/mQYhvvHP0NXH7D+hCiY\n",
194 "Dy/MaK7Ngxk9H+oJ4wnS35Nkd8ZDdBPuSfIDy45dluRYKeXqJJ+S5O7xsc8bhuHOkylyPER3Y5JN\n",
195 "kyVmNME9Sb45o3lDX5bRIwLeMJ7U/swkHxmG4baTef9ltXxrksuTfHaSnymlvCPJDyytXBw/rfvP\n",
196 "ll326ozC5Jcd5/Wen9Gw6TeUUs4ahuHHn/gBh+GeUsp/T7J3+XXTqD3JtyS5vpTygozuLH7zxOW9\n",
197 "fcA6K6O5k8CsjR+W+KGJYbjVXnfnMAxfO/5+S5L9Ga3E+/jKV05HKeU7hmH4tVm897I6viXJJ4Zh\n",
198 "+K1lx+eiPmDjW9WdqFrr1yX5vNbaT9daL05yS5JjGU94ba1JYnCShmF4oPPSVkp5+TAMf5DRhPI/\n",
199 "nVWAGvvUGb73pMszejzEcvNSH7DBnXDVSq31mUle2Fr76fGh3UmuaK1dmuSBjFbfALPzxiTfON7X\n",
200 "7oszfqbULJRSXpXkpIYM16mOf5LkzeMVgZPH56I+4PSwmjtRNyS5qNb6n5L8WJLHWmtLy39vS3Lz\n",
201 "+CswA8MwHC2l3JDkW4dh+JkZ1/KWWb5/8sRquX80DMMvLe+bh/qA08eKd6JqrRcl2dRae1WS12T0\n",
202 "sL7J5cKPZLTlAzBDwzA8PAzDqdqEeK4Nw3DgeAEKYL2d6E7U5Un+c5K01hZrrR9J8mkT/duzwtNw\n",
203 "77rrLnOlAIAN47LLLjvRM9+ecKIQ9UhGy4H/sNb6rIw2uTxYa72gtfZwRpM2V5xfsJZiOLPVWl/f\n",
204 "Wnv9rOtg/vmssBY+L6zWWm/+nChE/cckv1RrvWfcfl1Ge1DdXms9luS+1trutZcJALCxrRiiWmvH\n",
205 "kvyr43RdMp1yAAA2BhsQAwB0EKIAADoIUcyTPbMugA1jz6wLYEPZM+sCOD1Nde+8u+66a7A6DwDY\n",
206 "CNaaW9yJAgDoIEQBAHQQogAAOghRAAAdhCgAgA5CFABAByEKAKCDEAUA0EGIAgDoIEQBAHQQogAA\n",
207 "OghRAAAdhCgAgA5CFABAByEKAKCDEAUA0EGIAgDoIEQBAHQQogAAOghRAAAdhCgAgA6bZ10AwOli\n",
208 "74P7b108dGRhqX3+OWfv23nRhVfPriJgmoQogHWyeOjIwg1377t0qX39roUZVgNMm+E8AIAOQhQA\n",
209 "QAchCgCggxAFANBBiAIA6CBEAQB0EKIAADoIUQAAHYQoAIAOnlgOMGO2i4GNSYgCmDHbxcDGZDgP\n",
210 "AKCDEAUA0EGIAgDoIEQBAHQwsRxgzmzbunnHHfc+tCexUg/mmRAFMGcOHD665cbxaj0r9WB+Gc4D\n",
211 "AOggRAEAdBCiAAA6CFEAAB1MLAeYgcn98jadVXbMuBygwwlDVK310STvGTffmuT3k9yS5FiS+5Nc\n",
212 "01obplYhwGlocr+863YtHJx1PcDareZO1N7W2uVLjVrrf0tyRWttsdZ6bZIrk9w2rQIBAObRakLU\n",
213 "F9da70ny8STfnuSx1triuO+2JDdHiAIAzjCrmVj+3NbaS5K8LsmtSR6Z6HskyXlTqAsAYK6dMES1\n",
214 "1h4ff31XkseTfNpE9/Ykj06nNACA+bViiKq17qy1XjH+/vlJ9ifZUmu9YHzKVUnunG6JAADz50Rz\n",
215 "ou5L8sO11tdkdMfpmoyG726vtR5Lcl9rbfeUawQAmDsrhqjW2qEk37Ds8IeTXDK1igAANgBPLAcA\n",
216 "6CBEAQB0sO0LwJRs27p5xx33PrQnSc4/5+x9Oy+68OrZVgSsJyEKYEoOHD665cbx1i7X71qYcTXA\n",
217 "ejOcBwDQQYgCAOggRAEAdBCiAAA6mFgOcApMrtRLkk1nlR0zLAdYB0IUwCkwuVIvSa7btXBwlvUA\n",
218 "J89wHgBAByEKAKCDEAUA0EGIAgDoYGI5wBxbvqrPHnwwP4QogDm2fFWfPfhgfhjOAwDoIEQBAHQQ\n",
219 "ogAAOghRAAAdhCgAgA5CFABAByEKAKCDEAUA0EGIAgDo4InlABvU3gf337p46MjCUtuWMHBqCVEA\n",
220 "G9TioSMLN9gSBmbGcB4AQAchCgCggxAFANBBiAIA6GBiOcAGsm3r5h133PvQniTZdFbZMeNy4Iwm\n",
221 "RAFsIAcOH91y43hF3nW7Fg7Ouh44kxnOAwDoIEQBAHQQogAAOghRAAAdhCgAgA5CFABAByEKAKCD\n",
222 "EAUA0EGIAgDoIEQBAHQQogAAOghRAAAdhCgAgA5CFABAByEKAKCDEAUA0EGIAgDosHk1J9Van5Pk\n",
223 "niTflOTvktyS5FiS+5Nc01obplYhAMAcOuGdqFrrWUlel+RNSUqS3UmuaK1dmuSBJFdOtUIAgDm0\n",
224 "muG8a5P8SpK/H5//WGttcdx3W5JdU6oNAGBurRiiaq1fnaS01t49cf6jE6c8kuS8KdUGADC3TjQn\n",
225 "aleSr6m1vjDJjiSvSvL+if7teXKoAgA4I6wYolprNy19X2v9sSRvTfKjtdYLWmsPJ7kqyZ3TLREA\n",
226 "YP6sanXeMtcmub3WeizJfa213etcEwDA3Ft1iGqt/ZuJ5iVTqAUAYMPwsE0AgA5CFABAByEKAKCD\n",
227 "EAUA0EGIAgDoIEQBAHQQogAAOghRAAAdhCgAgA5CFABAByEKAKCDEAUA0EGIAgDosHnWBQAwHXsf\n",
228 "3H/r4qEjC0ly/jln79t50YVXz7YiOL0IUQCnqcVDRxZuuHvfpUly/a6FGVcDpx/DeQAAHYQoAIAO\n",
229 "QhQAQAchCgCggxAFANBBiAIA6CBEAQB0EKIAADoIUQAAHYQoAIAOtn0BOE1s27p5xx33PrRnqb3p\n",
230 "rLJjhuXAaU+IAjhNHDh8dMuN473ykuS6XQsHZ1kPnO4M5wEAdBCiAAA6CFEAAB3MiQI4CXsf3H/r\n",
231 "4qEjC8l8T+RePun8/HPO3rfzoguvnl1FsPEJUQAnYfHQkYUbxpO553ki9/JJ59fvWphhNXB6MJwH\n",
232 "ANBBiAIA6CBEAQB0EKIAADqYWA6wBpOr8ZL5XpHXa/JntIoPnpoQBbAGk6vxkvlekddr8me0ig+e\n",
233 "muE8AIAOQhQAQAchCgCggxAFANDBxHKAFZwJq/GAPkIUwArOhNV4QB/DeQAAHYQoAIAOQhQAQAch\n",
234 "CgCggxAFANBhxdV5tdbNSX4tyfOSPJbku5OUJLckOZbk/iTXtNaGKdcJADBXTnQn6hlJ3thae1GS\n",
235 "b0/yw0l2J7mitXZpkgeSXDndEgEA5s+Kd6JaaweTvH3cXEjy4SRbWmuL42O3Jbl5/BUA4Iyxqodt\n",
236 "1lr/R0ZDei9O8vqJrkeSnLf+ZQEAzLdVTSxvrb0iyeVJfj5PDk3bkzw6hboAAObaiiGq1vrCWutL\n",
237 "xs2PJHl6ki211gvGx65KcucU6wMAmEsnGs77yyRvrLW+PqNVef86ycEkt9dajyW5r7W2e7olAgDM\n",
238 "nxNNLP9wkq87Ttcl0ykHAGBj8LBNAIAOQhQAQIdVPeIAgNPX3gf337p46MjCUnvTWWXHDMuBDUOI\n",
239 "AjjDLR46snDD3fsuXWpft2vh4CzrgY3CcB4AQAchCgCggxAFANBBiAIA6CBEAQB0EKIAADoIUQAA\n",
240 "HYQoAIAOQhQAQAchCgCgg21fgDPS5H5x559z9r6dF1149WwrAjYaIQo4I03uF3f9roUZVwNsRIbz\n",
241 "AAA6CFEAAB2EKACADkIUAEAHIQoAoIMQBQDQQYgCAOggRAEAdBCiAAA6eGI5cMbbtnXzjjvufWjP\n",
242 "Uts2MMBqCFHAGe/A4aNbbhxvAZPYBgZYHcN5AAAdhCgAgA5CFABAByEKAKCDieUAy0yu1tt0Vtkx\n",
243 "43KAOSVEASwzuVrvul0LB2ddDzCfDOcBAHQQogAAOghRAAAdhCgAgA5CFABAByEKAKCDEAUA0EGI\n",
244 "AgDoIEQBAHTwxHKAM5CtbeDkCVEAZyBb28DJM5wHANBBiAIA6CBEAQB0EKIAADqYWA5Al70P7r91\n",
245 "8dCRhaX2+eecvW/nRRdePbuK4NQSogDosnjoyMIN4xV+SXL9roUZVgOn3oohqtZ6VpJfSPKFGQ39\n",
246 "/UiSDyW5JcmxJPcnuaa1Nky5TgCAuXKiOVFfkuSB1tpLkrwqyeuS7E5yRWvt0iQPJLlyuiUCAMyf\n",
247 "Fe9Etdb+NMmfjptPT/K3SUprbXF87LYkN4+/AgCcMVa1Oq/Wel6S/5DkZ5McmOh6JMl5U6gLAGCu\n",
248 "nXBiea31M5K8Mcn3Jflgku+f6N6e5NHplAbAvJlckWfPPc50K96JqrV+VpJbk7ymtfZga+1wkq21\n",
249 "1gvGp1yV5M7plgjAvFhakXfD3fsuPfqJYcus64FZOtGdqGuTPCfJr9dak9Fdp2uT3F5rPZbkvtba\n",
250 "7umWCAAwf040sfzajELTcpdMpxwAgI3Bti8AAB2EKACADrZ9AeApbdu6eccd9z60Z6ltRR78AyEK\n",
251 "gKd04PDRLTdO7I933a6Fg7OsB+aJ4TwAgA5CFABAByEKAKCDEAUA0EGIAgDoIEQBAHQQogAAOghR\n",
252 "AAAdhCgAgA6eWA6ctvY+uP/WxUNHFpLk/HPO3rfzoguvnm1FwOlEiAJOW4uHjizcMN6y5PpdCzOu\n",
253 "BjjdGM4DAOggRAEAdBCiAAA6CFEAAB1MLAdgXWzbunnHHfc+tGepbUUkpzshCoB1ceDw0S03jldD\n",
254 "JlZEcvoznAcA0EGIAgDoIEQBAHQQogAAOghRAAAdhCgAgA5CFABAByEKAKCDEAUA0EGIAgDoIEQB\n",
255 "AHQQogAAOghRAAAdhCgAgA5CFABAh82zLgBgvex9cP+ti4eOLCy1N51VdsywHOA0J0QBp43FQ0cW\n",
256 "brh736VL7et2LRycZT3A6c1wHgBAByEKAKCDEAUA0EGIAgDoIEQBAHQQogAAOghRAAAdhCgAgA5C\n",
257 "FABAByEKAKCDbV+AM8K2rZt33HHvQ3uW2vbVA07WCUNUrXVbkjcleXtr7eZa68VJbklyLMn9Sa5p\n",
258 "rQ3TLRPg5Bw4fHTLjfbVA9bRaobzbkrylon27iRXtNYuTfJAkiunURgAwDw7YYhqrV2T5H1JUmvd\n",
259 "muSx1triuPu2JLumVx4AwHxa68Tyc5M8OtF+JMl561cOAMDGsNaJ5Qfy5NC0PU8OVQBTtffB/bcu\n",
260 "HjqysNQ+/5yz9+286MKrZ1cRT2VyMr/fE6ejNYWo1trhWuvWWusFrbWHk1yV5M7plAbwyRYPHVm4\n",
261 "YWKC+PW7FmZYDSuZnMzv98TpaC0hamkF3rVJbq+1HktyX2tt9/qXBQAw31YVolprb0/y9vH39ye5\n",
262 "ZJpFAQDMO08sBwDoIEQBAHSw7QuwoU2uALOVC3AqCVHAhja5AsxWLsCpZDgPAKCDEAUA0EGIAgDo\n",
263 "IEQBAHQQogAAOghRAAAdhCgAgA5CFABAByEKAKCDEAUA0EGIAgDoIEQBAHQQogAAOghRAAAdhCgA\n",
264 "gA6bZ10AwEr2Prj/1sVDRxaW2pvOKjtmWA7AE4QoYK4tHjqycMPd+y5dal+3a+HgLOsBWGI4DwCg\n",
265 "gxAFANBBiAIA6CBEAQB0MLEcmLnlK/DOP+fsfTsvuvDq2VXEetu2dfOOO+59aM9Se6Xf8eTnwWeB\n",
266 "eSZEATO3fAXe9bsWZlgN03Dg8NEtN67ydzz5efBZYJ4ZzgMA6CBEAQB0EKIAADoIUQAAHUwsB+CU\n",
267 "m1ytt9IKvLWs6oNTTYgC4JSbXK230gq8tazqg1PNcB4AQAchCgCggxAFANBBiAIA6GBiOQAbxmpX\n",
268 "9S1nf0amQYgCYMNY7aq+5ezPyDQYzgMA6CBEAQB0EKIAADqYEwWcEmuZ2Ds5eXjTWWXHKSkQYI2E\n",
269 "KOCUWMvE3snJw9ftWjg4/eoA1s5wHgBAByEKAKCDEAUA0MGcKGDVDhw4sDXJxROHPn7uuee+d1b1\n",
270 "AMySEMXcqLW+tLW2Z9Z1sKKFO/7sb+58919/9Owk+fov2P7+Z33ksXcurbo7/1lPe/biRx//4NLJ\n",
271 "ttZgNSZXYyarX5G5/LrJz9vkatC/P/zYtmc84xnnr2fNkAhRzJeXJtkz4xo4gfv/5mPlf//Vwa1J\n",
272 "svNzzjnyscePPbHq7rpdCwdvvHvf5y6da2sNVmNyNWay+hWZy6+b/LwtXw1qlSfT0B2iaq0/leQF\n",
273 "Gc2r+v7W2t51qwoAYM51TSyvtb4iySdaay9O8sokP7muVQEAzLne1XkvS/JbSdJaO5jkz2qtz1m3\n",
274 "qgAA5lzvcN55SR6ZaH9kfOyvTroiYK699LnnPvZZ55z90SR53qc9/WkPHzoy65IAZqIMw7Dmi2qt\n",
275 "NyV5U2vtveP2Lya5qbX2/snz7rrrrrW/OADAjFx22WVltef23om6K8k3J3lvrXVbkouXB6i1FgIA\n",
276 "sJF0zYlqrf1BktRa35HkLUl+cD2LAgCYd13DeQAAZzp75wEAdBCiAAA6CFEAAB2mtnderfUlSX43\n",
277 "yZe21j48Pva9Sb4po/D2htbam6f1/mxMtdarM1qo8OHxoe9trb1ndhUxb2w5xVrUWh9NsvR/yFtb\n",
278 "azfPsh7my/gJA29K8vbW2s211ouT3JLkWJL7k1zTWnvKyeNTCVG11s9O8m1J7k5Sxsd2JHlBa+1F\n",
279 "tdbNSe6utb6ttfb306iBDWtI8uOttd+ddSHMn8ktp2qtn5rkzUkuPcFlnNn2ttYun3URzK2bMnrK\n",
280 "wDPH7d1JrmitLdZar01yZZLbnuriqQzntdY+0Fr7tiSPZ/RHMUlemuS3x/1Hk/zXJDun8f5seD9Q\n",
281 "a31XrXX3rAth7thyirX64lrrPbXWu2qtz551McyX1to1Sd6XJLXWrUkea60tjrtvS7JrpetP6k5U\n",
282 "rfXzk/zsssMfaq1dfZzTz0vy3on20lYxnIGe6rOT5Dtba78xPufnaq0vX3ouGcSWU6zdc1trj9da\n",
283 "vzrJG5JcNeuCmFvnJnl0ov1ITpBTTipEtdb+PMlqb5M+mmT7RPvTk/zFybw/G9cqPzu/l+TLkwhR\n",
284 "LFn6f+Svx+3teXKogidprT0+/vquWuv2E53PGe1AnhyatufJoeqTnIrVeUtbv9yd5NVJUmv9lCSv\n",
285 "TGJCKE9Sa31trfUzxs2vS3LvLOth7ixtObU0IfS4W05BktRad9Zarxh///z8Q/iGT9JaO5xka631\n",
286 "gvGhq5LcudI1pyJEDUnSWnsgyR/VWv9XknuS/FRrzfbvLPd/kry51vr2JI+21vbMuB7miC2nWKP7\n",
287 "klxVa92T5Pokr5ttOcyxpfnb1ya5ffw36Hmttd9e6SLbvgAAdPCwTQCADkIUAEAHIQoAoIMQBQDQ\n",
288 "QYgCAOggRAEAdBCiAAA6CFEAAB2EKACADv8fn0xUCxJB1sMAAAAASUVORK5CYII=\n"
251 289 ],
252 290 "text/latex": [
253 291 "$\\mathcal{N}(\\mu=2, \\sigma=1),\\ N=1000$"
254 292 ],
255 293 "text/plain": [
256 "<__main__.Gaussian at 0x106e7ae10>"
294 "<__main__.Gaussian at 0x10665a4e0>"
257 295 ]
258 296 },
259 297 "execution_count": 4,
@@ -283,96 +321,134 b''
283 321 {
284 322 "data": {
285 323 "image/png": [
286 "iVBORw0KGgoAAAANSUhEUgAAAXIAAAENCAYAAAASUO4dAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n",
287 "AAALEgAACxIB0t1+/AAAElNJREFUeJzt3X+wXGV9x/H3JpefITfhCr1JSyCIRH5UJbQgrVhXChas\n",
288 "DXE6onbaBoownRG0tVUSOg63vxQY+8tRoVOQuTIOSq3QQGtNiGyr1SK0IfxqTBNNB2zuhUJoLogk\n",
289 "kO0fz9ncvZu9956z9+yefXbfr5mdPefZs7tPbnY/++z3POcsSJIkSZIkSZIkSZIkSZIkSZIkSZJ6\n",
290 "1olFd6DNlgJHFt0JKYt5RXdAXe8sYAtwEyHEzym2O233DPCxojshZVEqugPqGjcD/wrc3tB+E/BV\n",
291 "4EFgHXBNm57/1wij4bOBu4Avtel5Gp0B/Drw+3VtZwGnAl/oUB+m06xvq4HTgP3AD5n8/8raLqkH\n",
292 "fQf424a204GLkuU3AVe36blfV/fYxwC76UwJ5yOED6nbmtyWJcTfTPjweQoYSNqGCR9G9wI/n1Pf\n",
293 "FgH/Xrf+HeA1GduPaaEv6nKWVgQwH7gPOA84vK69DHwjWX5X3XLeTmeynPG/wHbgZ9r0XPX+HPj7\n",
294 "aW57hvABk8YDwD8B24BfTdrGCSH+HuDbOfXtF4An6ta3EP7PsrS/vYW+qMsNzL6J+sDpwCbCV/mL\n",
295 "CKNLgCOAl5Pls4BPZHzc1wJXzHD7vxHC6h+ZHPmXCCWW7RmfK+tz1kxXXtxC+DBJ0495wD7g08BH\n",
296 "gS8n7QuAl3Ls23HA83XrzwMnA89lbFePMcgFoS59O6EU8H5CkB8G7K3b5kigWrc+H/hn4Nxk/Vbg\n",
297 "k0wNvu8T6uqz2Qc8liz/MvAQ8PA0264A/gQ4FvhZoAL8A6HGn+U5a6rTtO9OniuNMwl9fowwkj4T\n",
298 "+I8mjz3Xvi0Gfly3vhc4KtkuS7t6jKUVQXhzvwysB94B/AQh3B+o22Z+w31+DvjvZLmUrLc6iq5Z\n",
299 "DFxK2MHXzBAhsH+TUCLYlGx78zTbpzHdiPwl4NCUj/FG4BHCDsXPEer9rwe+N4d+NevbREPbEYRR\n",
300 "d9Z29RhH5FoE/ChZniDUeq8CngU+W7fdKw33uxD4erK8Eni0yWNnKSWUgLXAB4AXgBOY/KCo+WDS\n",
301 "p9oo87C6vrfynDD9iHwR6UOvfkB0C+ED7Qngr3Lu2w7Ct5Ca1xBG/s+nbD8maZfUI44izET5babO\n",
302 "ZDgT+D8OroePMvVr+YPATyfLHweuBFbNoT8fItSklxC+DbwtaT+ZyaC8kTAtEEJd/1NzeL6aS2k+\n",
303 "a+Uq4Bfr1uv7Ue8QwjeEejcT6v55920BUz8wtxC+PWVtV49p/Lqs/lEGvkUoCdxb174LeAOwmamj\n",
304 "tyFCMPyAUJ9eRxjxLSSURBYBOwl14KzOJdTnrwR+D7ic8OEwQZjbvr3u8k7CTr8zCDX5/S08X81V\n",
305 "hNLMm5J/w2Ymd+5eCfw1k99E6vtRcxZh1H08oQw1kbR/n1DG+FbOfXshuawi/P/dSxjF78vYrj61\n",
306 "GPgK8J+Er4xvJryxNxKmXG1ItlFchjNsu5iwkxFCwPxp/t1p6lDgrR16rprDCTsti+6HlKtR4LeS\n",
307 "5QHC6OtGJuf+XgNcX0C/1Fm/QyjDfJrOzPMGeC+d/+Z4KWFnZdH9kHKziOZfl7cyOaJbkqyrt5WY\n",
308 "eWddL1gGXFx0J6S8nUGo/91GqJn+DaFWurtum1LDuiSpQ9LMIx8gzGT4XHL9ImGaWL0q00/jkiS1\n",
309 "UZp55E8llweT9a8QZiyMEUoqY4RDqp9uvONJJ51U3bFjRz49laT+sYP05/pJNSIfA55k8nDl84HH\n",
310 "gXuANUnbGuDug3qyYwfVatVLDpfrrruu8D700sW/p3/Pbr4AJ6UNcUh/ZOfVwBcJU7B2AJcR9uDf\n",
311 "SZjzuxO4JMsTS5LykTbItxAOfmh0fo59kSS1wJNmRaJcLhfdhZ7i3zNf/j2L1e6feqsm9R5JUkql\n",
312 "Ugky5LMjckmKnEEuSZEzyCUpcga5JEXOIJekyBnkUocMDg5RKpUYHBwquivqMU4/lDokTCmrAiV8\n",
313 "X2gmTj+UpD5jkEsdN0CpVLLMotxYWpE6pL60Mnn6fsssOpilFUnqMwa5JEXOIJe6iFMU1Qpr5FKH\n",
314 "pKmRO0VRYI1ckvqOQS5JkTPIJSlyBrkkRc4gl6TIGeSSFDmDXGoT54SrU5xHLrVJ45xw55ErLeeR\n",
315 "S1KfMcglKXIGuSRFziCXpMgNpNxuJ7AHeBXYB5wNDAFfBk5Ibr8EeD73HkqSZpR2RF4FysBKQogD\n",
316 "rAU2AiuATcm6JKnDspRWGqfCrAJGk+VRYHUuPZIkZZJlRH4f8BBwRdI2DIwny+PJuiSpw9LWyN8C\n",
317 "7AKOJZRTtjbcXmXyCAdJUgelDfJdyfUzwF2EOvk4sAQYA5YCTze748jIyIHlcrlMuVxuradSTxqg\n",
318 "VCqxcOHR7NnzXNGdUUEqlQqVSqXl+6c5BPRIYD4wASwANgB/CJwPPAvcQNjRuZiDd3h6iL76VtpD\n",
319 "9KfbxvdO/8p6iH6aEfkwYRRe2/6LhDB/CLgTuJzJ6YeSpA7zpFlSmzgiV6s8aZYk9RmDXJIiZ5BL\n",
320 "UuQMcqmL+StDSsOdnVKb5LGz052f/cmdnZLUZwxySYqcQS5JkTPIJSlyBrkkRc4gl6TIGeSSFDmD\n",
321 "XJIiZ5BLUuQMcmmO2nMY/UDt6D5pVh6iL83RdIfRz/UQ/cZr30v9w0P0JanPGOSSFDmDXJIiZ5BL\n",
322 "UuQMckmKnEEuSZEzyCUpcga5JEXOIJekyBnkkhQ5g1ySImeQS1LkDHJJilzaIJ8PbAbuSdaHgI3A\n",
323 "NmADsDj/rkm9wlPSqr3SBvmHgSeYPPfmWkKQrwA2JeuSmnqFybeOlL80QX4c8E7gFibPj7sKGE2W\n",
324 "R4HV+XdNkpRGmiD/C+CjwP66tmFgPFkeT9YlSQUYmOX2dwFPE+rj5Wm2qTLD98aRkZEDy+VymXJ5\n",
325 "uoeRpP5UqVSoVCot33+2PTCfAH6DUOQ7HBgEvgqcRQj2MWApcD9wSpP7+1Nv6nlpfuqt+TX4U29q\n",
326 "Ju+fersWWAacCLwP+AYh2NcDa5Jt1gB3Z+2oJCkfWeeR14YE1wMXEKYfnpesS5IK0O7JrZZW1POK\n",
327 "KK0MDg4xMbEbgIULj2bPnufa+C9Up2UtrRjk0hwVEeST23HQbYpf3jVySVKXm236oaSOmO0w/trt\n",
328 "hwD7OtQnxcIgl7pC7TD+6cK8/vaZtlM/srQiSZEzyCUpcga5JEXOIJekyBnkkhQ5g1ySImeQS1Lk\n",
329 "DHJJipxBLkmRM8glKXIGuSRFziCXpMgZ5JIUOYNckiJnkEtS5AxySYqcQS5JkTPIpdyEn2MbHBwq\n",
330 "uiPqM/7Um5Sb8HNsExP+DJs6yxG5JEXOIJekyBnkUvSszfc7a+RS9KzN9ztH5JIUudmC/HDgAeBh\n",
331 "4Angk0n7ELAR2AZsABa3q4OSpJnNFuQ/Bt4OnAG8MVk+F1hLCPIVwKZkXZJUgDSllR8l14cC84Hd\n",
332 "wCpgNGkfBVbn3zVJUhppgnweobQyDtwPPA4MJ+sk18Nt6Z0kaVZpZq3sJ5RWFgFfJ5RX6lWTS1Mj\n",
333 "IyMHlsvlMuVyOWsfpcINDg4xMbGbhQuPZs+e54rujnpMpVKhUqm0fP+s85U+DrwEfAAoA2PAUsJI\n",
334 "/ZQm21er1WkzXopGqVQijFdKNL6m62+r36ZZ+9RrZrgt7fXUx/D91hvCayd9Ps9WWjmGyRkpRwAX\n",
335 "AJuB9cCapH0NcHemXkqScjNbaWUpYWfmvORyO2GWymbgTuByYCdwSfu6KEmaSbsPBbO0op7QrLRS\n",
336 "q5sH3VBaOQR4xTp+D8haWjHIpRSaBflMQV1UjdxaeW/Iu0YuSepyBrkkRc4gl6TIGeSSFDmDXJIi\n",
337 "Z5BLuRuozTqQOsIgl3IXfrFH6hSDXJIiZ5BLUuQMckmKnEEuSZEzyCUpcga5JEXOIJekyBnkkhQ5\n",
338 "g1ySImeQS1LkDHJJipxBLkmRM8glKXIDRXdAiounqFX3cUQuZVI7Ra2nqVX3MMglKXIGuSRFziCX\n",
339 "ZjA4OGRNXF3PIJdmMDGxG+vh6nYGuSRFLk2QLwPuBx4HHgM+lLQPARuBbcAGYHE7OihJmlmaIN8H\n",
340 "/C5wOnAO8EHgVGAtIchXAJuSdUldolbfHxwcKrorarNW9uLcDXwmubwNGAeWABXglIZtq9Wq9UXF\n",
341 "K+zorBLeKvXXNGnLet2+x6hWq1P67vswLskO9tT5nLVGvhxYCTwADBNCnOR6OONjSZJykOUQ/aOA\n",
342 "vwM+DEw03DbtoW4jIyMHlsvlMuVyOVMHJanXVSoVKpVKy/dPO3Q/BLgX+Brwl0nbVqAMjAFLCTtE\n",
343 "La2op1haURHaUVopAbcCTzAZ4gDrgTXJ8hpC7VyS1GFpEv9c4F+AR5gcAqwDvgvcCRwP7AQuAZ5v\n",
344 "uK8jckXNEbmKkHVE3u5jjw1yRc0gVxHaPWtFktRlDHJJipxBLkmRM8ilJjx9rWJikEtNePpaxcQg\n",
345 "l6TIGeSSFDmDXKpjbVwxMsilOtbGFSODXJIiZ5BLPWfA8lCfMcilnvMKlof6i0EuSZEzyCUpcga5\n",
346 "JEXOIJekyBnkkhQ5g1ySImeQS1LkDHJJipxBLkmRM8ilPlM7w+Pg4FDRXVFOBorugKTOqp3hcWLC\n",
347 "87H0CkfkkhQ5g1ySImeQS1LkDHJJipxBLkmRSxPknwfGgUfr2oaAjcA2YAOwOP+uSZLSSBPktwEX\n",
348 "NrStJQT5CmBTsi4pKuEn4ZxTHr80Qf5NYHdD2ypgNFkeBVbn2SlJnVD7SbhqMrdcsWq1Rj5MKLeQ\n",
349 "XA/n0x1JUlZ57Oys4i+9SlJhWj1EfxxYAowBS4Gnp9twZGTkwHK5XKZcLrf4lJJaE2rhCxcezZ49\n",
350 "zxXdGTVRqVSoVCot3z/tyRaWA/cAb0jWbwSeBW4g7OhcTPMdntVq1cG64lEqlQhfMGe7JsU23fcY\n",
351 "1Wq1yb+RA7epO4T/o9T5nKq0cgfwbeD1wJPAZcD1wAWE6YfnJeuSpAK0+/RnjsjVlQYHh5iY2H1Q\n",
352 "ucERubpB1hG5p7FVX/JUruolHqIvSZEzyCUpcga5+kbtJ86S+mMfGujjf3tvM8jVN2p18f49fq12\n",
353 "SL56jUEuSZEzyCUpcga5el6tNq6ZDHg624g5j1w9b7I2bphPL9TPnVcfJ0fkkhQ5g1x9zpKC4mdp\n",
354 "RX3OkoLi54hckiJnkEtS5AxySYqcQS5JkTPIJSlyBrkkRc4glwBP8aqYGeQS4CleFTODXJIiZ5BL\n",
355 "UuQMckmKnEEuSZHzpFmKyq5du3jxxRc57LDDWLZsWdHdkbqCI3JFY//+/Rx//AmsXHkhy5efyNjY\n",
356 "2JTba78E5Clp5yJMwyyVDm167d+2OzkiVzSq1SqvvvoqL7ywnQULjmfv3r1Tbq/9EpCnpJ2L2jTM\n",
357 "UtNr/7bdyRG5JEVurkF+IbAV+C/gmrl3R5KU1VyCfD7wGUKYnwa8Hzg1j07pYJVKpeguRGRqnVd5\n",
358 "mvrTeLX9Es3arKd3zlyC/GxgO7AT2Ad8Cbg4hz6pCYM8i1qddx8edp+32k/j7QYm90vAdQe11dbV\n",
359 "fnMJ8p8CnqxbfyppkyR10FyC3KGOClBlcPBXePnlZ5g3z331EoQ5Ra06Bxgh1MgB1gH7gRvqttkO\n",
360 "nDSH55CkfrQDeF0nnmggebLlwKHAw7izU5KicxHwPcLIe13BfZEkSZIE8B7gceBV4MyG29YRDh7a\n",
361 "Cryjw/3qBSOE2UGbk8uFM26t6XggW752Ao8QXpPfLbYr0fk8MA48Wtc2BGwEtgEbgMUF9ItTgBXA\n",
362 "/UwN8tMIdfRDCHX17XiKgKyuAz5SdCciN5/w2ltOeC26b2fufkAIH2X3VmAlU4P8RuBjyfI1wPWz\n",
363 "PUg7gnQr4ZOk0cXAHYSjNHYS3kxnt+H5e52HKs6NB7K1h6/L1nwTaDxyahUwmiyPAqtne5BOjoh/\n",
364 "klAWqPEAotZcDWwBbqWgr1yR80C2/FWB+4CHgCsK7ksvGCaUW0iuh2e7Q6unsd0ILGnSfi1wT4bH\n",
365 "8aCig033t/0D4Cbgj5L1Pwb+DLi8Q/3qFb7m8vcWYBdwLOH1u5Uw0tTcVUnxmm01yC9o4T4/BOp/\n",
366 "0uW4pE1Tpf3b3kK2D00Fja/DZUz9pqjsdiXXzwB3EcpXBnnrxgmDuTFgKfD0bHdod2mlvm62Hngf\n",
367 "4eChE4GTcQ93Vkvrlt/N1B0kSuchwmtvOeG1+F7Ca1OtORJYmCwvIMxG83U5N+uBNcnyGuDuIjrx\n",
368 "bkIN8iXCJ8rX6m67lrCjaSvwS53vWvS+QJjmtYXwnztr7UxNeSBbfk4kzPx5GHgM/55Z3QH8D7CX\n",
369 "kJuXEWYA3UfB0w8lSZIkSZIkSZIkSZIkSZIkSZIktcn/A4eK9UXawRDUAAAAAElFTkSuQmCC\n"
324 "iVBORw0KGgoAAAANSUhEUgAAAlEAAAGLCAYAAADnMccKAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n",
325 "AAALEgAACxIB0t1+/AAAGsJJREFUeJzt3X2QndddH/DvsUQs5cXIRoCNA9mGGIR5Dy9KiBMnMmnq\n",
326 "BAbamjOdYIOBafEMGd4MocEGUrAbG1Sgw7sLwWAI5bhT6tC0abCN4rQlSjEhmVAbG1yRRHgTYgsp\n",
327 "xEKOlKd/3LvmeiOvdo/26t6VPp9/ds9znufe32rvaL/znHOeU4ZhCAAAa3PWrAsAANiIhCgAgA5C\n",
328 "FABAByEKAKCDEAUA0EGIAgDoIEQBAHQQogAAOghRsIGVUraMv5ZSyq5Z1zMPSinnllK+atZ1AKc/\n",
329 "IQo2oFLKV5ZS3pPkQClla5IfTPIXp+i9P7eUclMp5d+XUv6glPIVp+J9n6KWraWUXy6lvHjp2DAM\n",
330 "B5K8opTyvFnVtRrHq32i77NLKb9SSvmuUsqvllIWTrYPWH9CFMypUsofl1JecZzjm5Jcn+Tnkrwo\n",
331 "yRcleWwYhvefgprOSnJtktcNw/A9SX4zydtKKdun/d7HqeU7k7w+yRVJyrLun0zyE6e6ptU6Qe1J\n",
332 "cluS24Zh+IUkv5rkd9ahD1hnQhTMoXEo+fKM/sgu97IkvzgMw68Ow/AnSb4/ya+fotIuSvI1ST5r\n",
333 "3P6dJM9I8o2n6P2fMAzDrwzD8ENJPnqcvseT3F9KedFaX7eUcnYp5UdKKftLKfeVUspE36tLKfeX\n",
334 "Un6/lPJPp1F7KeXzknzpMAz/c3zuO5N8finlczr7ntNbJ7AyIQrm08VJfiPJPy+lPG1Z38uS/GGS\n",
335 "lFLOS/IpwzB87BTV9XdJnp3kgiQZhuHo+Ni5p+j91+ItSV691ouGYTiS0Z2s25JcmImAOAzDm5L8\n",
336 "xjAMXz8Mw++tV6HLfEmSDyw79sGM7jr29H3NFGoEIkTBvPqKJD+S5ONJXrms7+xhGD4+/v5lSd59\n",
337 "qooahmH/MAzbh2H442Q0ByfJeUn+6FTVsAbvSfLCzmtfnOSOjIbEfnBZ3ydOpqhV+Iwkh5cdeyzJ\n",
338 "+Uk+vaPvM6dQI5Bk86wLAI7r3GEY9pdS3pTkqiT/JUlKKV+Q5P9OnPeFSf58+cWllG9J8vnDMFw3\n",
339 "bv/LJOcPw/ATE+dsS/LTOf6cnEk/MwzDe5+i77uSvGVpCOl4SinfkeS7M7p7tX1c7+NJXj4Mw4fX\n",
340 "sZYnGYbh4+PJ25uGYTi2mmsmfFWSmzK6k/OXpZQXD8PwjlLKjiz7955C7edm9O8z6fEkz0qytbMP\n",
341 "mAIhCubM+LEFS38MfzPJO0spnzkMw4eS/OMkbeL07UnedZyX+Wfja5d8U5KfnzxhGIa/TfLtJ1Hn\n",
342 "FyV5RZLLVjjnRzO6Q/L8jELGHyV5zTAMe9ezlhUsDTV+ZI3XbRqGYUjygVLK7yR5bZJ3ZHTn77cn\n",
343 "T5xC7Z80TyrJ05M8muMHtdX0AVNgOA/mz2VJ7kmSYRjeneT+JNeM+549DMPDE+c+LcnRyYvHq/cu\n",
344 "SXLXuL0lyQsynke1Hkopz8roTs0rh2E47h/p8V2zK5N8zzAMx8bzp/YlOZUTnR/PGv+fK6V8ZpLF\n",
345 "iUM/leTyUsrFGd0hPLSO9R3Pw0meuezYM8Y1LXb0fWgKNQJxJwrm0aXDMLx2ov2LSf5tKeWX8snD\n",
346 "NY8k2bbs2FckeWgYhoPj9ouTvC/Jx0op5y2FnlLKuUn+XfqGoW7K6I7Sw+PVa/9iGIbly+lfleRt\n",
347 "wzB8Yvx+mzMaJvu+5W9wkrWs5FMz+jdai8uSvG2pMQzD+0opb83osRL3Lj95CrW/M6PJ+0uvvzmj\n",
348 "4Pm+JB/r7AOmQIiCOVBKOSej0PFQkr9e1v3GJD+U5Pcy+mM96QMZTUSe9LXj11ny6ozubO0av/aj\n",
349 "yRMPpVzzMFQp5bUZzRXaMZ4j9DkZ3T1JKeUrk5wzDMPdSf4m41V8Y9+V5JeHYfjg8tfsrWWyrKc4\n",
350 "PkzOh1pW31N57ngV3qSfTLIno2dzLX+Dda19GIYPlFL+Xyll53jY8+VJ/mQYhvvHP0NXH7D+hCiY\n",
351 "Dy/MaK7Ngxk9H+oJ4wnS35Nkd8ZDdBPuSfIDy45dluRYKeXqJJ+S5O7xsc8bhuHOkylyPER3Y5JN\n",
352 "kyVmNME9Sb45o3lDX5bRIwLeMJ7U/swkHxmG4baTef9ltXxrksuTfHaSnymlvCPJDyytXBw/rfvP\n",
353 "ll326ozC5Jcd5/Wen9Gw6TeUUs4ahuHHn/gBh+GeUsp/T7J3+XXTqD3JtyS5vpTygozuLH7zxOW9\n",
354 "fcA6K6O5k8CsjR+W+KGJYbjVXnfnMAxfO/5+S5L9Ga3E+/jKV05HKeU7hmH4tVm897I6viXJJ4Zh\n",
355 "+K1lx+eiPmDjW9WdqFrr1yX5vNbaT9daL05yS5JjGU94ba1JYnCShmF4oPPSVkp5+TAMf5DRhPI/\n",
356 "nVWAGvvUGb73pMszejzEcvNSH7DBnXDVSq31mUle2Fr76fGh3UmuaK1dmuSBjFbfALPzxiTfON7X\n",
357 "7oszfqbULJRSXpXkpIYM16mOf5LkzeMVgZPH56I+4PSwmjtRNyS5qNb6n5L8WJLHWmtLy39vS3Lz\n",
358 "+CswA8MwHC2l3JDkW4dh+JkZ1/KWWb5/8sRquX80DMMvLe+bh/qA08eKd6JqrRcl2dRae1WS12T0\n",
359 "sL7J5cKPZLTlAzBDwzA8PAzDqdqEeK4Nw3DgeAEKYL2d6E7U5Un+c5K01hZrrR9J8mkT/duzwtNw\n",
360 "77rrLnOlAIAN47LLLjvRM9+ecKIQ9UhGy4H/sNb6rIw2uTxYa72gtfZwRpM2V5xfsJZiOLPVWl/f\n",
361 "Wnv9rOtg/vmssBY+L6zWWm/+nChE/cckv1RrvWfcfl1Ge1DdXms9luS+1trutZcJALCxrRiiWmvH\n",
362 "kvyr43RdMp1yAAA2BhsQAwB0EKIAADoIUcyTPbMugA1jz6wLYEPZM+sCOD1Nde+8u+66a7A6DwDY\n",
363 "CNaaW9yJAgDoIEQBAHQQogAAOghRAAAdhCgAgA5CFABAByEKAKCDEAUA0EGIAgDoIEQBAHQQogAA\n",
364 "OghRAAAdhCgAgA5CFABAByEKAKCDEAUA0EGIAgDoIEQBAHQQogAAOghRAAAdhCgAgA6bZ10AwOli\n",
365 "74P7b108dGRhqX3+OWfv23nRhVfPriJgmoQogHWyeOjIwg1377t0qX39roUZVgNMm+E8AIAOQhQA\n",
366 "QAchCgCggxAFANBBiAIA6CBEAQB0EKIAADoIUQAAHYQoAIAOnlgOMGO2i4GNSYgCmDHbxcDGZDgP\n",
367 "AKCDEAUA0EGIAgDoIEQBAHQwsRxgzmzbunnHHfc+tCexUg/mmRAFMGcOHD665cbxaj0r9WB+Gc4D\n",
368 "AOggRAEAdBCiAAA6CFEAAB1MLAeYgcn98jadVXbMuBygwwlDVK310STvGTffmuT3k9yS5FiS+5Nc\n",
369 "01obplYhwGlocr+863YtHJx1PcDareZO1N7W2uVLjVrrf0tyRWttsdZ6bZIrk9w2rQIBAObRakLU\n",
370 "F9da70ny8STfnuSx1triuO+2JDdHiAIAzjCrmVj+3NbaS5K8LsmtSR6Z6HskyXlTqAsAYK6dMES1\n",
371 "1h4ff31XkseTfNpE9/Ykj06nNACA+bViiKq17qy1XjH+/vlJ9ifZUmu9YHzKVUnunG6JAADz50Rz\n",
372 "ou5L8sO11tdkdMfpmoyG726vtR5Lcl9rbfeUawQAmDsrhqjW2qEk37Ds8IeTXDK1igAANgBPLAcA\n",
373 "6CBEAQB0sO0LwJRs27p5xx33PrQnSc4/5+x9Oy+68OrZVgSsJyEKYEoOHD665cbx1i7X71qYcTXA\n",
374 "ejOcBwDQQYgCAOggRAEAdBCiAAA6mFgOcApMrtRLkk1nlR0zLAdYB0IUwCkwuVIvSa7btXBwlvUA\n",
375 "J89wHgBAByEKAKCDEAUA0EGIAgDoYGI5wBxbvqrPHnwwP4QogDm2fFWfPfhgfhjOAwDoIEQBAHQQ\n",
376 "ogAAOghRAAAdhCgAgA5CFABAByEKAKCDEAUA0EGIAgDo4InlABvU3gf337p46MjCUtuWMHBqCVEA\n",
377 "G9TioSMLN9gSBmbGcB4AQAchCgCggxAFANBBiAIA6GBiOcAGsm3r5h133PvQniTZdFbZMeNy4Iwm\n",
378 "RAFsIAcOH91y43hF3nW7Fg7Ouh44kxnOAwDoIEQBAHQQogAAOghRAAAdhCgAgA5CFABAByEKAKCD\n",
379 "EAUA0EGIAgDoIEQBAHQQogAAOghRAAAdhCgAgA5CFABAByEKAKCDEAUA0EGIAgDosHk1J9Van5Pk\n",
380 "niTflOTvktyS5FiS+5Nc01obplYhAMAcOuGdqFrrWUlel+RNSUqS3UmuaK1dmuSBJFdOtUIAgDm0\n",
381 "muG8a5P8SpK/H5//WGttcdx3W5JdU6oNAGBurRiiaq1fnaS01t49cf6jE6c8kuS8KdUGADC3TjQn\n",
382 "aleSr6m1vjDJjiSvSvL+if7teXKoAgA4I6wYolprNy19X2v9sSRvTfKjtdYLWmsPJ7kqyZ3TLREA\n",
383 "YP6sanXeMtcmub3WeizJfa213etcEwDA3Ft1iGqt/ZuJ5iVTqAUAYMPwsE0AgA5CFABAByEKAKCD\n",
384 "EAUA0EGIAgDoIEQBAHQQogAAOghRAAAdhCgAgA5CFABAByEKAKCDEAUA0EGIAgDosHnWBQAwHXsf\n",
385 "3H/r4qEjC0ly/jln79t50YVXz7YiOL0IUQCnqcVDRxZuuHvfpUly/a6FGVcDpx/DeQAAHYQoAIAO\n",
386 "QhQAQAchCgCggxAFANBBiAIA6CBEAQB0EKIAADoIUQAAHYQoAIAOtn0BOE1s27p5xx33PrRnqb3p\n",
387 "rLJjhuXAaU+IAjhNHDh8dMuN473ykuS6XQsHZ1kPnO4M5wEAdBCiAAA6CFEAAB3MiQI4CXsf3H/r\n",
388 "4qEjC8l8T+RePun8/HPO3rfzoguvnl1FsPEJUQAnYfHQkYUbxpO553ki9/JJ59fvWphhNXB6MJwH\n",
389 "ANBBiAIA6CBEAQB0EKIAADqYWA6wBpOr8ZL5XpHXa/JntIoPnpoQBbAGk6vxkvlekddr8me0ig+e\n",
390 "muE8AIAOQhQAQAchCgCggxAFANDBxHKAFZwJq/GAPkIUwArOhNV4QB/DeQAAHYQoAIAOQhQAQAch\n",
391 "CgCggxAFANBhxdV5tdbNSX4tyfOSPJbku5OUJLckOZbk/iTXtNaGKdcJADBXTnQn6hlJ3thae1GS\n",
392 "b0/yw0l2J7mitXZpkgeSXDndEgEA5s+Kd6JaaweTvH3cXEjy4SRbWmuL42O3Jbl5/BUA4Iyxqodt\n",
393 "1lr/R0ZDei9O8vqJrkeSnLf+ZQEAzLdVTSxvrb0iyeVJfj5PDk3bkzw6hboAAObaiiGq1vrCWutL\n",
394 "xs2PJHl6ki211gvGx65KcucU6wMAmEsnGs77yyRvrLW+PqNVef86ycEkt9dajyW5r7W2e7olAgDM\n",
395 "nxNNLP9wkq87Ttcl0ykHAGBj8LBNAIAOQhQAQIdVPeIAgNPX3gf337p46MjCUnvTWWXHDMuBDUOI\n",
396 "AjjDLR46snDD3fsuXWpft2vh4CzrgY3CcB4AQAchCgCggxAFANBBiAIA6CBEAQB0EKIAADoIUQAA\n",
397 "HYQoAIAOQhQAQAchCgCgg21fgDPS5H5x559z9r6dF1149WwrAjYaIQo4I03uF3f9roUZVwNsRIbz\n",
398 "AAA6CFEAAB2EKACADkIUAEAHIQoAoIMQBQDQQYgCAOggRAEAdBCiAAA6eGI5cMbbtnXzjjvufWjP\n",
399 "Uts2MMBqCFHAGe/A4aNbbhxvAZPYBgZYHcN5AAAdhCgAgA5CFABAByEKAKCDieUAy0yu1tt0Vtkx\n",
400 "43KAOSVEASwzuVrvul0LB2ddDzCfDOcBAHQQogAAOghRAAAdhCgAgA5CFABAByEKAKCDEAUA0EGI\n",
401 "AgDoIEQBAHTwxHKAM5CtbeDkCVEAZyBb28DJM5wHANBBiAIA6CBEAQB0EKIAADqYWA5Al70P7r91\n",
402 "8dCRhaX2+eecvW/nRRdePbuK4NQSogDosnjoyMIN4xV+SXL9roUZVgOn3oohqtZ6VpJfSPKFGQ39\n",
403 "/UiSDyW5JcmxJPcnuaa1Nky5TgCAuXKiOVFfkuSB1tpLkrwqyeuS7E5yRWvt0iQPJLlyuiUCAMyf\n",
404 "Fe9Etdb+NMmfjptPT/K3SUprbXF87LYkN4+/AgCcMVa1Oq/Wel6S/5DkZ5McmOh6JMl5U6gLAGCu\n",
405 "nXBiea31M5K8Mcn3Jflgku+f6N6e5NHplAbAvJlckWfPPc50K96JqrV+VpJbk7ymtfZga+1wkq21\n",
406 "1gvGp1yV5M7plgjAvFhakXfD3fsuPfqJYcus64FZOtGdqGuTPCfJr9dak9Fdp2uT3F5rPZbkvtba\n",
407 "7umWCAAwf040sfzajELTcpdMpxwAgI3Bti8AAB2EKACADrZ9AeApbdu6eccd9z60Z6ltRR78AyEK\n",
408 "gKd04PDRLTdO7I933a6Fg7OsB+aJ4TwAgA5CFABAByEKAKCDEAUA0EGIAgDoIEQBAHQQogAAOghR\n",
409 "AAAdhCgAgA6eWA6ctvY+uP/WxUNHFpLk/HPO3rfzoguvnm1FwOlEiAJOW4uHjizcMN6y5PpdCzOu\n",
410 "BjjdGM4DAOggRAEAdBCiAAA6CFEAAB1MLAdgXWzbunnHHfc+tGepbUUkpzshCoB1ceDw0S03jldD\n",
411 "JlZEcvoznAcA0EGIAgDoIEQBAHQQogAAOghRAAAdhCgAgA5CFABAByEKAKCDEAUA0EGIAgDoIEQB\n",
412 "AHQQogAAOghRAAAdhCgAgA5CFABAh82zLgBgvex9cP+ti4eOLCy1N51VdsywHOA0J0QBp43FQ0cW\n",
413 "brh736VL7et2LRycZT3A6c1wHgBAByEKAKCDEAUA0EGIAgDoIEQBAHQQogAAOghRAAAdhCgAgA5C\n",
414 "FABAByEKAKCDbV+AM8K2rZt33HHvQ3uW2vbVA07WCUNUrXVbkjcleXtr7eZa68VJbklyLMn9Sa5p\n",
415 "rQ3TLRPg5Bw4fHTLjfbVA9bRaobzbkrylon27iRXtNYuTfJAkiunURgAwDw7YYhqrV2T5H1JUmvd\n",
416 "muSx1triuPu2JLumVx4AwHxa68Tyc5M8OtF+JMl561cOAMDGsNaJ5Qfy5NC0PU8OVQBTtffB/bcu\n",
417 "HjqysNQ+/5yz9+286MKrZ1cRT2VyMr/fE6ejNYWo1trhWuvWWusFrbWHk1yV5M7plAbwyRYPHVm4\n",
418 "YWKC+PW7FmZYDSuZnMzv98TpaC0hamkF3rVJbq+1HktyX2tt9/qXBQAw31YVolprb0/y9vH39ye5\n",
419 "ZJpFAQDMO08sBwDoIEQBAHSw7QuwoU2uALOVC3AqCVHAhja5AsxWLsCpZDgPAKCDEAUA0EGIAgDo\n",
420 "IEQBAHQQogAAOghRAAAdhCgAgA5CFABAByEKAKCDEAUA0EGIAgDoIEQBAHQQogAAOghRAAAdhCgA\n",
421 "gA6bZ10AwEr2Prj/1sVDRxaW2pvOKjtmWA7AE4QoYK4tHjqycMPd+y5dal+3a+HgLOsBWGI4DwCg\n",
422 "gxAFANBBiAIA6CBEAQB0MLEcmLnlK/DOP+fsfTsvuvDq2VXEetu2dfOOO+59aM9Se6Xf8eTnwWeB\n",
423 "eSZEATO3fAXe9bsWZlgN03Dg8NEtN67ydzz5efBZYJ4ZzgMA6CBEAQB0EKIAADoIUQAAHUwsB+CU\n",
424 "m1ytt9IKvLWs6oNTTYgC4JSbXK230gq8tazqg1PNcB4AQAchCgCggxAFANBBiAIA6GBiOQAbxmpX\n",
425 "9S1nf0amQYgCYMNY7aq+5ezPyDQYzgMA6CBEAQB0EKIAADqYEwWcEmuZ2Ds5eXjTWWXHKSkQYI2E\n",
426 "KOCUWMvE3snJw9ftWjg4/eoA1s5wHgBAByEKAKCDEAUA0MGcKGDVDhw4sDXJxROHPn7uuee+d1b1\n",
427 "AMySEMXcqLW+tLW2Z9Z1sKKFO/7sb+58919/9Owk+fov2P7+Z33ksXcurbo7/1lPe/biRx//4NLJ\n",
428 "ttZgNSZXYyarX5G5/LrJz9vkatC/P/zYtmc84xnnr2fNkAhRzJeXJtkz4xo4gfv/5mPlf//Vwa1J\n",
429 "svNzzjnyscePPbHq7rpdCwdvvHvf5y6da2sNVmNyNWay+hWZy6+b/LwtXw1qlSfT0B2iaq0/leQF\n",
430 "Gc2r+v7W2t51qwoAYM51TSyvtb4iySdaay9O8sokP7muVQEAzLne1XkvS/JbSdJaO5jkz2qtz1m3\n",
431 "qgAA5lzvcN55SR6ZaH9kfOyvTroiYK699LnnPvZZ55z90SR53qc9/WkPHzoy65IAZqIMw7Dmi2qt\n",
432 "NyV5U2vtveP2Lya5qbX2/snz7rrrrrW/OADAjFx22WVltef23om6K8k3J3lvrXVbkouXB6i1FgIA\n",
433 "sJF0zYlqrf1BktRa35HkLUl+cD2LAgCYd13DeQAAZzp75wEAdBCiAAA6CFEAAB2mtnderfUlSX43\n",
434 "yZe21j48Pva9Sb4po/D2htbam6f1/mxMtdarM1qo8OHxoe9trb1ndhUxb2w5xVrUWh9NsvR/yFtb\n",
435 "azfPsh7my/gJA29K8vbW2s211ouT3JLkWJL7k1zTWnvKyeNTCVG11s9O8m1J7k5Sxsd2JHlBa+1F\n",
436 "tdbNSe6utb6ttfb306iBDWtI8uOttd+ddSHMn8ktp2qtn5rkzUkuPcFlnNn2ttYun3URzK2bMnrK\n",
437 "wDPH7d1JrmitLdZar01yZZLbnuriqQzntdY+0Fr7tiSPZ/RHMUlemuS3x/1Hk/zXJDun8f5seD9Q\n",
438 "a31XrXX3rAth7thyirX64lrrPbXWu2qtz551McyX1to1Sd6XJLXWrUkea60tjrtvS7JrpetP6k5U\n",
439 "rfXzk/zsssMfaq1dfZzTz0vy3on20lYxnIGe6rOT5Dtba78xPufnaq0vX3ouGcSWU6zdc1trj9da\n",
440 "vzrJG5JcNeuCmFvnJnl0ov1ITpBTTipEtdb+PMlqb5M+mmT7RPvTk/zFybw/G9cqPzu/l+TLkwhR\n",
441 "LFn6f+Svx+3teXKogidprT0+/vquWuv2E53PGe1AnhyatufJoeqTnIrVeUtbv9yd5NVJUmv9lCSv\n",
442 "TGJCKE9Sa31trfUzxs2vS3LvLOth7ixtObU0IfS4W05BktRad9Zarxh///z8Q/iGT9JaO5xka631\n",
443 "gvGhq5LcudI1pyJEDUnSWnsgyR/VWv9XknuS/FRrzfbvLPd/kry51vr2JI+21vbMuB7miC2nWKP7\n",
444 "klxVa92T5Pokr5ttOcyxpfnb1ya5ffw36Hmttd9e6SLbvgAAdPCwTQCADkIUAEAHIQoAoIMQBQDQ\n",
445 "QYgCAOggRAEAdBCiAAA6CFEAAB2EKACADv8fn0xUCxJB1sMAAAAASUVORK5CYII=\n"
370 446 ],
371 447 "text/latex": [
372 448 "$\\mathcal{N}(\\mu=2, \\sigma=1),\\ N=1000$"
373 449 ],
374 450 "text/plain": [
375 "<__main__.Gaussian at 0x106e7ae10>"
451 "<__main__.Gaussian at 0x10665a4e0>"
376 452 ]
377 453 },
378 454 "metadata": {},
@@ -400,90 +476,128 b''
400 476 {
401 477 "data": {
402 478 "image/png": [
403 "iVBORw0KGgoAAAANSUhEUgAAAXIAAAENCAYAAAASUO4dAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n",
404 "AAALEgAACxIB0t1+/AAAElNJREFUeJzt3X+wXGV9x/H3JpefITfhCr1JSyCIRH5UJbQgrVhXChas\n",
405 "DXE6onbaBoownRG0tVUSOg63vxQY+8tRoVOQuTIOSq3QQGtNiGyr1SK0IfxqTBNNB2zuhUJoLogk\n",
406 "kO0fz9ncvZu9956z9+yefXbfr5mdPefZs7tPbnY/++z3POcsSJIkSZIkSZIkSZIkSZIkSZIkSZJ6\n",
407 "1olFd6DNlgJHFt0JKYt5RXdAXe8sYAtwEyHEzym2O233DPCxojshZVEqugPqGjcD/wrc3tB+E/BV\n",
408 "4EFgHXBNm57/1wij4bOBu4Avtel5Gp0B/Drw+3VtZwGnAl/oUB+m06xvq4HTgP3AD5n8/8raLqkH\n",
409 "fQf424a204GLkuU3AVe36blfV/fYxwC76UwJ5yOED6nbmtyWJcTfTPjweQoYSNqGCR9G9wI/n1Pf\n",
410 "FgH/Xrf+HeA1GduPaaEv6nKWVgQwH7gPOA84vK69DHwjWX5X3XLeTmeynPG/wHbgZ9r0XPX+HPj7\n",
411 "aW57hvABk8YDwD8B24BfTdrGCSH+HuDbOfXtF4An6ta3EP7PsrS/vYW+qMsNzL6J+sDpwCbCV/mL\n",
412 "CKNLgCOAl5Pls4BPZHzc1wJXzHD7vxHC6h+ZHPmXCCWW7RmfK+tz1kxXXtxC+DBJ0495wD7g08BH\n",
413 "gS8n7QuAl3Ls23HA83XrzwMnA89lbFePMcgFoS59O6EU8H5CkB8G7K3b5kigWrc+H/hn4Nxk/Vbg\n",
414 "k0wNvu8T6uqz2Qc8liz/MvAQ8PA0264A/gQ4FvhZoAL8A6HGn+U5a6rTtO9OniuNMwl9fowwkj4T\n",
415 "+I8mjz3Xvi0Gfly3vhc4KtkuS7t6jKUVQXhzvwysB94B/AQh3B+o22Z+w31+DvjvZLmUrLc6iq5Z\n",
416 "DFxK2MHXzBAhsH+TUCLYlGx78zTbpzHdiPwl4NCUj/FG4BHCDsXPEer9rwe+N4d+NevbREPbEYRR\n",
417 "d9Z29RhH5FoE/ChZniDUeq8CngU+W7fdKw33uxD4erK8Eni0yWNnKSWUgLXAB4AXgBOY/KCo+WDS\n",
418 "p9oo87C6vrfynDD9iHwR6UOvfkB0C+ED7Qngr3Lu2w7Ct5Ca1xBG/s+nbD8maZfUI44izET5babO\n",
419 "ZDgT+D8OroePMvVr+YPATyfLHweuBFbNoT8fItSklxC+DbwtaT+ZyaC8kTAtEEJd/1NzeL6aS2k+\n",
420 "a+Uq4Bfr1uv7Ue8QwjeEejcT6v55920BUz8wtxC+PWVtV49p/Lqs/lEGvkUoCdxb174LeAOwmamj\n",
421 "tyFCMPyAUJ9eRxjxLSSURBYBOwl14KzOJdTnrwR+D7ic8OEwQZjbvr3u8k7CTr8zCDX5/S08X81V\n",
422 "hNLMm5J/w2Ymd+5eCfw1k99E6vtRcxZh1H08oQw1kbR/n1DG+FbOfXshuawi/P/dSxjF78vYrj61\n",
423 "GPgK8J+Er4xvJryxNxKmXG1ItlFchjNsu5iwkxFCwPxp/t1p6lDgrR16rprDCTsti+6HlKtR4LeS\n",
424 "5QHC6OtGJuf+XgNcX0C/1Fm/QyjDfJrOzPMGeC+d/+Z4KWFnZdH9kHKziOZfl7cyOaJbkqyrt5WY\n",
425 "eWddL1gGXFx0J6S8nUGo/91GqJn+DaFWurtum1LDuiSpQ9LMIx8gzGT4XHL9ImGaWL0q00/jkiS1\n",
426 "UZp55E8llweT9a8QZiyMEUoqY4RDqp9uvONJJ51U3bFjRz49laT+sYP05/pJNSIfA55k8nDl84HH\n",
427 "gXuANUnbGuDug3qyYwfVatVLDpfrrruu8D700sW/p3/Pbr4AJ6UNcUh/ZOfVwBcJU7B2AJcR9uDf\n",
428 "SZjzuxO4JMsTS5LykTbItxAOfmh0fo59kSS1wJNmRaJcLhfdhZ7i3zNf/j2L1e6feqsm9R5JUkql\n",
429 "Ugky5LMjckmKnEEuSZEzyCUpcga5JEXOIJekyBnkUocMDg5RKpUYHBwquivqMU4/lDokTCmrAiV8\n",
430 "X2gmTj+UpD5jkEsdN0CpVLLMotxYWpE6pL60Mnn6fsssOpilFUnqMwa5JEXOIJe6iFMU1Qpr5FKH\n",
431 "pKmRO0VRYI1ckvqOQS5JkTPIJSlyBrkkRc4gl6TIGeSSFDmDXGoT54SrU5xHLrVJ45xw55ErLeeR\n",
432 "S1KfMcglKXIGuSRFziCXpMgNpNxuJ7AHeBXYB5wNDAFfBk5Ibr8EeD73HkqSZpR2RF4FysBKQogD\n",
433 "rAU2AiuATcm6JKnDspRWGqfCrAJGk+VRYHUuPZIkZZJlRH4f8BBwRdI2DIwny+PJuiSpw9LWyN8C\n",
434 "7AKOJZRTtjbcXmXyCAdJUgelDfJdyfUzwF2EOvk4sAQYA5YCTze748jIyIHlcrlMuVxuradSTxqg\n",
435 "VCqxcOHR7NnzXNGdUUEqlQqVSqXl+6c5BPRIYD4wASwANgB/CJwPPAvcQNjRuZiDd3h6iL76VtpD\n",
436 "9KfbxvdO/8p6iH6aEfkwYRRe2/6LhDB/CLgTuJzJ6YeSpA7zpFlSmzgiV6s8aZYk9RmDXJIiZ5BL\n",
437 "UuQMcqmL+StDSsOdnVKb5LGz052f/cmdnZLUZwxySYqcQS5JkTPIJSlyBrkkRc4gl6TIGeSSFDmD\n",
438 "XJIiZ5BLUuQMcmmO2nMY/UDt6D5pVh6iL83RdIfRz/UQ/cZr30v9w0P0JanPGOSSFDmDXJIiZ5BL\n",
439 "UuQMckmKnEEuSZEzyCUpcga5JEXOIJekyBnkkhQ5g1ySImeQS1LkDHJJilzaIJ8PbAbuSdaHgI3A\n",
440 "NmADsDj/rkm9wlPSqr3SBvmHgSeYPPfmWkKQrwA2JeuSmnqFybeOlL80QX4c8E7gFibPj7sKGE2W\n",
441 "R4HV+XdNkpRGmiD/C+CjwP66tmFgPFkeT9YlSQUYmOX2dwFPE+rj5Wm2qTLD98aRkZEDy+VymXJ5\n",
442 "uoeRpP5UqVSoVCot33+2PTCfAH6DUOQ7HBgEvgqcRQj2MWApcD9wSpP7+1Nv6nlpfuqt+TX4U29q\n",
443 "Ju+fersWWAacCLwP+AYh2NcDa5Jt1gB3Z+2oJCkfWeeR14YE1wMXEKYfnpesS5IK0O7JrZZW1POK\n",
444 "KK0MDg4xMbEbgIULj2bPnufa+C9Up2UtrRjk0hwVEeST23HQbYpf3jVySVKXm236oaSOmO0w/trt\n",
445 "hwD7OtQnxcIgl7pC7TD+6cK8/vaZtlM/srQiSZEzyCUpcga5JEXOIJekyBnkkhQ5g1ySImeQS1Lk\n",
446 "DHJJipxBLkmRM8glKXIGuSRFziCXpMgZ5JIUOYNckiJnkEtS5AxySYqcQS5JkTPIpdyEn2MbHBwq\n",
447 "uiPqM/7Um5Sb8HNsExP+DJs6yxG5JEXOIJekyBnkUvSszfc7a+RS9KzN9ztH5JIUudmC/HDgAeBh\n",
448 "4Angk0n7ELAR2AZsABa3q4OSpJnNFuQ/Bt4OnAG8MVk+F1hLCPIVwKZkXZJUgDSllR8l14cC84Hd\n",
449 "wCpgNGkfBVbn3zVJUhppgnweobQyDtwPPA4MJ+sk18Nt6Z0kaVZpZq3sJ5RWFgFfJ5RX6lWTS1Mj\n",
450 "IyMHlsvlMuVyOWsfpcINDg4xMbGbhQuPZs+e54rujnpMpVKhUqm0fP+s85U+DrwEfAAoA2PAUsJI\n",
451 "/ZQm21er1WkzXopGqVQijFdKNL6m62+r36ZZ+9RrZrgt7fXUx/D91hvCayd9Ps9WWjmGyRkpRwAX\n",
452 "AJuB9cCapH0NcHemXkqScjNbaWUpYWfmvORyO2GWymbgTuByYCdwSfu6KEmaSbsPBbO0op7QrLRS\n",
453 "q5sH3VBaOQR4xTp+D8haWjHIpRSaBflMQV1UjdxaeW/Iu0YuSepyBrkkRc4gl6TIGeSSFDmDXJIi\n",
454 "Z5BLuRuozTqQOsIgl3IXfrFH6hSDXJIiZ5BLUuQMckmKnEEuSZEzyCUpcga5JEXOIJekyBnkkhQ5\n",
455 "g1ySImeQS1LkDHJJipxBLkmRM8glKXIDRXdAiounqFX3cUQuZVI7Ra2nqVX3MMglKXIGuSRFziCX\n",
456 "ZjA4OGRNXF3PIJdmMDGxG+vh6nYGuSRFLk2QLwPuBx4HHgM+lLQPARuBbcAGYHE7OihJmlmaIN8H\n",
457 "/C5wOnAO8EHgVGAtIchXAJuSdUldolbfHxwcKrorarNW9uLcDXwmubwNGAeWABXglIZtq9Wq9UXF\n",
458 "K+zorBLeKvXXNGnLet2+x6hWq1P67vswLskO9tT5nLVGvhxYCTwADBNCnOR6OONjSZJykOUQ/aOA\n",
459 "vwM+DEw03DbtoW4jIyMHlsvlMuVyOVMHJanXVSoVKpVKy/dPO3Q/BLgX+Brwl0nbVqAMjAFLCTtE\n",
460 "La2op1haURHaUVopAbcCTzAZ4gDrgTXJ8hpC7VyS1GFpEv9c4F+AR5gcAqwDvgvcCRwP7AQuAZ5v\n",
461 "uK8jckXNEbmKkHVE3u5jjw1yRc0gVxHaPWtFktRlDHJJipxBLkmRM8ilJjx9rWJikEtNePpaxcQg\n",
462 "l6TIGeSSFDmDXKpjbVwxMsilOtbGFSODXJIiZ5BLPWfA8lCfMcilnvMKlof6i0EuSZEzyCUpcga5\n",
463 "JEXOIJekyBnkkhQ5g1ySImeQS1LkDHJJipxBLkmRM8ilPlM7w+Pg4FDRXVFOBorugKTOqp3hcWLC\n",
464 "87H0CkfkkhQ5g1ySImeQS1LkDHJJipxBLkmRSxPknwfGgUfr2oaAjcA2YAOwOP+uSZLSSBPktwEX\n",
465 "NrStJQT5CmBTsi4pKuEn4ZxTHr80Qf5NYHdD2ypgNFkeBVbn2SlJnVD7SbhqMrdcsWq1Rj5MKLeQ\n",
466 "XA/n0x1JUlZ57Oys4i+9SlJhWj1EfxxYAowBS4Gnp9twZGTkwHK5XKZcLrf4lJJaE2rhCxcezZ49\n",
467 "zxXdGTVRqVSoVCot3z/tyRaWA/cAb0jWbwSeBW4g7OhcTPMdntVq1cG64lEqlQhfMGe7JsU23fcY\n",
468 "1Wq1yb+RA7epO4T/o9T5nKq0cgfwbeD1wJPAZcD1wAWE6YfnJeuSpAK0+/RnjsjVlQYHh5iY2H1Q\n",
469 "ucERubpB1hG5p7FVX/JUruolHqIvSZEzyCUpcga5+kbtJ86S+mMfGujjf3tvM8jVN2p18f49fq12\n",
470 "SL56jUEuSZEzyCUpcga5el6tNq6ZDHg624g5j1w9b7I2bphPL9TPnVcfJ0fkkhQ5g1x9zpKC4mdp\n",
471 "RX3OkoLi54hckiJnkEtS5AxySYqcQS5JkTPIJSlyBrkkRc4glwBP8aqYGeQS4CleFTODXJIiZ5BL\n",
472 "UuQMckmKnEEuSZHzpFmKyq5du3jxxRc57LDDWLZsWdHdkbqCI3JFY//+/Rx//AmsXHkhy5efyNjY\n",
473 "2JTba78E5Clp5yJMwyyVDm167d+2OzkiVzSq1SqvvvoqL7ywnQULjmfv3r1Tbq/9EpCnpJ2L2jTM\n",
474 "UtNr/7bdyRG5JEVurkF+IbAV+C/gmrl3R5KU1VyCfD7wGUKYnwa8Hzg1j07pYJVKpeguRGRqnVd5\n",
475 "mvrTeLX9Es3arKd3zlyC/GxgO7AT2Ad8Cbg4hz6pCYM8i1qddx8edp+32k/j7QYm90vAdQe11dbV\n",
476 "fnMJ8p8CnqxbfyppkyR10FyC3KGOClBlcPBXePnlZ5g3z331EoQ5Ra06Bxgh1MgB1gH7gRvqttkO\n",
477 "nDSH55CkfrQDeF0nnmggebLlwKHAw7izU5KicxHwPcLIe13BfZEkSZIE8B7gceBV4MyG29YRDh7a\n",
478 "Cryjw/3qBSOE2UGbk8uFM26t6XggW752Ao8QXpPfLbYr0fk8MA48Wtc2BGwEtgEbgMUF9ItTgBXA\n",
479 "/UwN8tMIdfRDCHX17XiKgKyuAz5SdCciN5/w2ltOeC26b2fufkAIH2X3VmAlU4P8RuBjyfI1wPWz\n",
480 "PUg7gnQr4ZOk0cXAHYSjNHYS3kxnt+H5e52HKs6NB7K1h6/L1nwTaDxyahUwmiyPAqtne5BOjoh/\n",
481 "klAWqPEAotZcDWwBbqWgr1yR80C2/FWB+4CHgCsK7ksvGCaUW0iuh2e7Q6unsd0ILGnSfi1wT4bH\n",
482 "8aCig033t/0D4Cbgj5L1Pwb+DLi8Q/3qFb7m8vcWYBdwLOH1u5Uw0tTcVUnxmm01yC9o4T4/BOp/\n",
483 "0uW4pE1Tpf3b3kK2D00Fja/DZUz9pqjsdiXXzwB3EcpXBnnrxgmDuTFgKfD0bHdod2mlvm62Hngf\n",
484 "4eChE4GTcQ93Vkvrlt/N1B0kSuchwmtvOeG1+F7Ca1OtORJYmCwvIMxG83U5N+uBNcnyGuDuIjrx\n",
485 "bkIN8iXCJ8rX6m67lrCjaSvwS53vWvS+QJjmtYXwnztr7UxNeSBbfk4kzPx5GHgM/55Z3QH8D7CX\n",
486 "kJuXEWYA3UfB0w8lSZIkSZIkSZIkSZIkSZIkSZIktcn/A4eK9UXawRDUAAAAAElFTkSuQmCC\n"
479 "iVBORw0KGgoAAAANSUhEUgAAAlEAAAGLCAYAAADnMccKAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n",
480 "AAALEgAACxIB0t1+/AAAGsJJREFUeJzt3X2QndddH/DvsUQs5cXIRoCNA9mGGIR5Dy9KiBMnMmnq\n",
481 "BAbamjOdYIOBafEMGd4MocEGUrAbG1Sgw7sLwWAI5bhT6tC0abCN4rQlSjEhmVAbG1yRRHgTYgsp\n",
482 "xEKOlKd/3LvmeiOvdo/26t6VPp9/ds9znufe32rvaL/znHOeU4ZhCAAAa3PWrAsAANiIhCgAgA5C\n",
483 "FABAByEKAKCDEAUA0EGIAgDoIEQBAHQQogAAOghRsIGVUraMv5ZSyq5Z1zMPSinnllK+atZ1AKc/\n",
484 "IQo2oFLKV5ZS3pPkQClla5IfTPIXp+i9P7eUclMp5d+XUv6glPIVp+J9n6KWraWUXy6lvHjp2DAM\n",
485 "B5K8opTyvFnVtRrHq32i77NLKb9SSvmuUsqvllIWTrYPWH9CFMypUsofl1JecZzjm5Jcn+Tnkrwo\n",
486 "yRcleWwYhvefgprOSnJtktcNw/A9SX4zydtKKdun/d7HqeU7k7w+yRVJyrLun0zyE6e6ptU6Qe1J\n",
487 "cluS24Zh+IUkv5rkd9ahD1hnQhTMoXEo+fKM/sgu97IkvzgMw68Ow/AnSb4/ya+fotIuSvI1ST5r\n",
488 "3P6dJM9I8o2n6P2fMAzDrwzD8ENJPnqcvseT3F9KedFaX7eUcnYp5UdKKftLKfeVUspE36tLKfeX\n",
489 "Un6/lPJPp1F7KeXzknzpMAz/c3zuO5N8finlczr7ntNbJ7AyIQrm08VJfiPJPy+lPG1Z38uS/GGS\n",
490 "lFLOS/IpwzB87BTV9XdJnp3kgiQZhuHo+Ni5p+j91+ItSV691ouGYTiS0Z2s25JcmImAOAzDm5L8\n",
491 "xjAMXz8Mw++tV6HLfEmSDyw79sGM7jr29H3NFGoEIkTBvPqKJD+S5ONJXrms7+xhGD4+/v5lSd59\n",
492 "qooahmH/MAzbh2H442Q0ByfJeUn+6FTVsAbvSfLCzmtfnOSOjIbEfnBZ3ydOpqhV+Iwkh5cdeyzJ\n",
493 "+Uk+vaPvM6dQI5Bk86wLAI7r3GEY9pdS3pTkqiT/JUlKKV+Q5P9OnPeFSf58+cWllG9J8vnDMFw3\n",
494 "bv/LJOcPw/ATE+dsS/LTOf6cnEk/MwzDe5+i77uSvGVpCOl4SinfkeS7M7p7tX1c7+NJXj4Mw4fX\n",
495 "sZYnGYbh4+PJ25uGYTi2mmsmfFWSmzK6k/OXpZQXD8PwjlLKjiz7955C7edm9O8z6fEkz0qytbMP\n",
496 "mAIhCubM+LEFS38MfzPJO0spnzkMw4eS/OMkbeL07UnedZyX+Wfja5d8U5KfnzxhGIa/TfLtJ1Hn\n",
497 "FyV5RZLLVjjnRzO6Q/L8jELGHyV5zTAMe9ezlhUsDTV+ZI3XbRqGYUjygVLK7yR5bZJ3ZHTn77cn\n",
498 "T5xC7Z80TyrJ05M8muMHtdX0AVNgOA/mz2VJ7kmSYRjeneT+JNeM+549DMPDE+c+LcnRyYvHq/cu\n",
499 "SXLXuL0lyQsynke1Hkopz8roTs0rh2E47h/p8V2zK5N8zzAMx8bzp/YlOZUTnR/PGv+fK6V8ZpLF\n",
500 "iUM/leTyUsrFGd0hPLSO9R3Pw0meuezYM8Y1LXb0fWgKNQJxJwrm0aXDMLx2ov2LSf5tKeWX8snD\n",
501 "NY8k2bbs2FckeWgYhoPj9ouTvC/Jx0op5y2FnlLKuUn+XfqGoW7K6I7Sw+PVa/9iGIbly+lfleRt\n",
502 "wzB8Yvx+mzMaJvu+5W9wkrWs5FMz+jdai8uSvG2pMQzD+0opb83osRL3Lj95CrW/M6PJ+0uvvzmj\n",
503 "4Pm+JB/r7AOmQIiCOVBKOSej0PFQkr9e1v3GJD+U5Pcy+mM96QMZTUSe9LXj11ny6ozubO0av/aj\n",
504 "yRMPpVzzMFQp5bUZzRXaMZ4j9DkZ3T1JKeUrk5wzDMPdSf4m41V8Y9+V5JeHYfjg8tfsrWWyrKc4\n",
505 "PkzOh1pW31N57ngV3qSfTLIno2dzLX+Dda19GIYPlFL+Xyll53jY8+VJ/mQYhvvHP0NXH7D+hCiY\n",
506 "Dy/MaK7Ngxk9H+oJ4wnS35Nkd8ZDdBPuSfIDy45dluRYKeXqJJ+S5O7xsc8bhuHOkylyPER3Y5JN\n",
507 "kyVmNME9Sb45o3lDX5bRIwLeMJ7U/swkHxmG4baTef9ltXxrksuTfHaSnymlvCPJDyytXBw/rfvP\n",
508 "ll326ozC5Jcd5/Wen9Gw6TeUUs4ahuHHn/gBh+GeUsp/T7J3+XXTqD3JtyS5vpTygozuLH7zxOW9\n",
509 "fcA6K6O5k8CsjR+W+KGJYbjVXnfnMAxfO/5+S5L9Ga3E+/jKV05HKeU7hmH4tVm897I6viXJJ4Zh\n",
510 "+K1lx+eiPmDjW9WdqFrr1yX5vNbaT9daL05yS5JjGU94ba1JYnCShmF4oPPSVkp5+TAMf5DRhPI/\n",
511 "nVWAGvvUGb73pMszejzEcvNSH7DBnXDVSq31mUle2Fr76fGh3UmuaK1dmuSBjFbfALPzxiTfON7X\n",
512 "7oszfqbULJRSXpXkpIYM16mOf5LkzeMVgZPH56I+4PSwmjtRNyS5qNb6n5L8WJLHWmtLy39vS3Lz\n",
513 "+CswA8MwHC2l3JDkW4dh+JkZ1/KWWb5/8sRquX80DMMvLe+bh/qA08eKd6JqrRcl2dRae1WS12T0\n",
514 "sL7J5cKPZLTlAzBDwzA8PAzDqdqEeK4Nw3DgeAEKYL2d6E7U5Un+c5K01hZrrR9J8mkT/duzwtNw\n",
515 "77rrLnOlAIAN47LLLjvRM9+ecKIQ9UhGy4H/sNb6rIw2uTxYa72gtfZwRpM2V5xfsJZiOLPVWl/f\n",
516 "Wnv9rOtg/vmssBY+L6zWWm/+nChE/cckv1RrvWfcfl1Ge1DdXms9luS+1trutZcJALCxrRiiWmvH\n",
517 "kvyr43RdMp1yAAA2BhsQAwB0EKIAADoIUcyTPbMugA1jz6wLYEPZM+sCOD1Nde+8u+66a7A6DwDY\n",
518 "CNaaW9yJAgDoIEQBAHQQogAAOghRAAAdhCgAgA5CFABAByEKAKCDEAUA0EGIAgDoIEQBAHQQogAA\n",
519 "OghRAAAdhCgAgA5CFABAByEKAKCDEAUA0EGIAgDoIEQBAHQQogAAOghRAAAdhCgAgA6bZ10AwOli\n",
520 "74P7b108dGRhqX3+OWfv23nRhVfPriJgmoQogHWyeOjIwg1377t0qX39roUZVgNMm+E8AIAOQhQA\n",
521 "QAchCgCggxAFANBBiAIA6CBEAQB0EKIAADoIUQAAHYQoAIAOnlgOMGO2i4GNSYgCmDHbxcDGZDgP\n",
522 "AKCDEAUA0EGIAgDoIEQBAHQwsRxgzmzbunnHHfc+tCexUg/mmRAFMGcOHD665cbxaj0r9WB+Gc4D\n",
523 "AOggRAEAdBCiAAA6CFEAAB1MLAeYgcn98jadVXbMuBygwwlDVK310STvGTffmuT3k9yS5FiS+5Nc\n",
524 "01obplYhwGlocr+863YtHJx1PcDareZO1N7W2uVLjVrrf0tyRWttsdZ6bZIrk9w2rQIBAObRakLU\n",
525 "F9da70ny8STfnuSx1triuO+2JDdHiAIAzjCrmVj+3NbaS5K8LsmtSR6Z6HskyXlTqAsAYK6dMES1\n",
526 "1h4ff31XkseTfNpE9/Ykj06nNACA+bViiKq17qy1XjH+/vlJ9ifZUmu9YHzKVUnunG6JAADz50Rz\n",
527 "ou5L8sO11tdkdMfpmoyG726vtR5Lcl9rbfeUawQAmDsrhqjW2qEk37Ds8IeTXDK1igAANgBPLAcA\n",
528 "6CBEAQB0sO0LwJRs27p5xx33PrQnSc4/5+x9Oy+68OrZVgSsJyEKYEoOHD665cbx1i7X71qYcTXA\n",
529 "ejOcBwDQQYgCAOggRAEAdBCiAAA6mFgOcApMrtRLkk1nlR0zLAdYB0IUwCkwuVIvSa7btXBwlvUA\n",
530 "J89wHgBAByEKAKCDEAUA0EGIAgDoYGI5wBxbvqrPHnwwP4QogDm2fFWfPfhgfhjOAwDoIEQBAHQQ\n",
531 "ogAAOghRAAAdhCgAgA5CFABAByEKAKCDEAUA0EGIAgDo4InlABvU3gf337p46MjCUtuWMHBqCVEA\n",
532 "G9TioSMLN9gSBmbGcB4AQAchCgCggxAFANBBiAIA6GBiOcAGsm3r5h133PvQniTZdFbZMeNy4Iwm\n",
533 "RAFsIAcOH91y43hF3nW7Fg7Ouh44kxnOAwDoIEQBAHQQogAAOghRAAAdhCgAgA5CFABAByEKAKCD\n",
534 "EAUA0EGIAgDoIEQBAHQQogAAOghRAAAdhCgAgA5CFABAByEKAKCDEAUA0EGIAgDosHk1J9Van5Pk\n",
535 "niTflOTvktyS5FiS+5Nc01obplYhAMAcOuGdqFrrWUlel+RNSUqS3UmuaK1dmuSBJFdOtUIAgDm0\n",
536 "muG8a5P8SpK/H5//WGttcdx3W5JdU6oNAGBurRiiaq1fnaS01t49cf6jE6c8kuS8KdUGADC3TjQn\n",
537 "aleSr6m1vjDJjiSvSvL+if7teXKoAgA4I6wYolprNy19X2v9sSRvTfKjtdYLWmsPJ7kqyZ3TLREA\n",
538 "YP6sanXeMtcmub3WeizJfa213etcEwDA3Ft1iGqt/ZuJ5iVTqAUAYMPwsE0AgA5CFABAByEKAKCD\n",
539 "EAUA0EGIAgDoIEQBAHQQogAAOghRAAAdhCgAgA5CFABAByEKAKCDEAUA0EGIAgDosHnWBQAwHXsf\n",
540 "3H/r4qEjC0ly/jln79t50YVXz7YiOL0IUQCnqcVDRxZuuHvfpUly/a6FGVcDpx/DeQAAHYQoAIAO\n",
541 "QhQAQAchCgCggxAFANBBiAIA6CBEAQB0EKIAADoIUQAAHYQoAIAOtn0BOE1s27p5xx33PrRnqb3p\n",
542 "rLJjhuXAaU+IAjhNHDh8dMuN473ykuS6XQsHZ1kPnO4M5wEAdBCiAAA6CFEAAB3MiQI4CXsf3H/r\n",
543 "4qEjC8l8T+RePun8/HPO3rfzoguvnl1FsPEJUQAnYfHQkYUbxpO553ki9/JJ59fvWphhNXB6MJwH\n",
544 "ANBBiAIA6CBEAQB0EKIAADqYWA6wBpOr8ZL5XpHXa/JntIoPnpoQBbAGk6vxkvlekddr8me0ig+e\n",
545 "muE8AIAOQhQAQAchCgCggxAFANDBxHKAFZwJq/GAPkIUwArOhNV4QB/DeQAAHYQoAIAOQhQAQAch\n",
546 "CgCggxAFANBhxdV5tdbNSX4tyfOSPJbku5OUJLckOZbk/iTXtNaGKdcJADBXTnQn6hlJ3thae1GS\n",
547 "b0/yw0l2J7mitXZpkgeSXDndEgEA5s+Kd6JaaweTvH3cXEjy4SRbWmuL42O3Jbl5/BUA4Iyxqodt\n",
548 "1lr/R0ZDei9O8vqJrkeSnLf+ZQEAzLdVTSxvrb0iyeVJfj5PDk3bkzw6hboAAObaiiGq1vrCWutL\n",
549 "xs2PJHl6ki211gvGx65KcucU6wMAmEsnGs77yyRvrLW+PqNVef86ycEkt9dajyW5r7W2e7olAgDM\n",
550 "nxNNLP9wkq87Ttcl0ykHAGBj8LBNAIAOQhQAQIdVPeIAgNPX3gf337p46MjCUnvTWWXHDMuBDUOI\n",
551 "AjjDLR46snDD3fsuXWpft2vh4CzrgY3CcB4AQAchCgCggxAFANBBiAIA6CBEAQB0EKIAADoIUQAA\n",
552 "HYQoAIAOQhQAQAchCgCgg21fgDPS5H5x559z9r6dF1149WwrAjYaIQo4I03uF3f9roUZVwNsRIbz\n",
553 "AAA6CFEAAB2EKACADkIUAEAHIQoAoIMQBQDQQYgCAOggRAEAdBCiAAA6eGI5cMbbtnXzjjvufWjP\n",
554 "Uts2MMBqCFHAGe/A4aNbbhxvAZPYBgZYHcN5AAAdhCgAgA5CFABAByEKAKCDieUAy0yu1tt0Vtkx\n",
555 "43KAOSVEASwzuVrvul0LB2ddDzCfDOcBAHQQogAAOghRAAAdhCgAgA5CFABAByEKAKCDEAUA0EGI\n",
556 "AgDoIEQBAHTwxHKAM5CtbeDkCVEAZyBb28DJM5wHANBBiAIA6CBEAQB0EKIAADqYWA5Al70P7r91\n",
557 "8dCRhaX2+eecvW/nRRdePbuK4NQSogDosnjoyMIN4xV+SXL9roUZVgOn3oohqtZ6VpJfSPKFGQ39\n",
558 "/UiSDyW5JcmxJPcnuaa1Nky5TgCAuXKiOVFfkuSB1tpLkrwqyeuS7E5yRWvt0iQPJLlyuiUCAMyf\n",
559 "Fe9Etdb+NMmfjptPT/K3SUprbXF87LYkN4+/AgCcMVa1Oq/Wel6S/5DkZ5McmOh6JMl5U6gLAGCu\n",
560 "nXBiea31M5K8Mcn3Jflgku+f6N6e5NHplAbAvJlckWfPPc50K96JqrV+VpJbk7ymtfZga+1wkq21\n",
561 "1gvGp1yV5M7plgjAvFhakXfD3fsuPfqJYcus64FZOtGdqGuTPCfJr9dak9Fdp2uT3F5rPZbkvtba\n",
562 "7umWCAAwf040sfzajELTcpdMpxwAgI3Bti8AAB2EKACADrZ9AeApbdu6eccd9z60Z6ltRR78AyEK\n",
563 "gKd04PDRLTdO7I933a6Fg7OsB+aJ4TwAgA5CFABAByEKAKCDEAUA0EGIAgDoIEQBAHQQogAAOghR\n",
564 "AAAdhCgAgA6eWA6ctvY+uP/WxUNHFpLk/HPO3rfzoguvnm1FwOlEiAJOW4uHjizcMN6y5PpdCzOu\n",
565 "BjjdGM4DAOggRAEAdBCiAAA6CFEAAB1MLAdgXWzbunnHHfc+tGepbUUkpzshCoB1ceDw0S03jldD\n",
566 "JlZEcvoznAcA0EGIAgDoIEQBAHQQogAAOghRAAAdhCgAgA5CFABAByEKAKCDEAUA0EGIAgDoIEQB\n",
567 "AHQQogAAOghRAAAdhCgAgA5CFABAh82zLgBgvex9cP+ti4eOLCy1N51VdsywHOA0J0QBp43FQ0cW\n",
568 "brh736VL7et2LRycZT3A6c1wHgBAByEKAKCDEAUA0EGIAgDoIEQBAHQQogAAOghRAAAdhCgAgA5C\n",
569 "FABAByEKAKCDbV+AM8K2rZt33HHvQ3uW2vbVA07WCUNUrXVbkjcleXtr7eZa68VJbklyLMn9Sa5p\n",
570 "rQ3TLRPg5Bw4fHTLjfbVA9bRaobzbkrylon27iRXtNYuTfJAkiunURgAwDw7YYhqrV2T5H1JUmvd\n",
571 "muSx1triuPu2JLumVx4AwHxa68Tyc5M8OtF+JMl561cOAMDGsNaJ5Qfy5NC0PU8OVQBTtffB/bcu\n",
572 "HjqysNQ+/5yz9+286MKrZ1cRT2VyMr/fE6ejNYWo1trhWuvWWusFrbWHk1yV5M7plAbwyRYPHVm4\n",
573 "YWKC+PW7FmZYDSuZnMzv98TpaC0hamkF3rVJbq+1HktyX2tt9/qXBQAw31YVolprb0/y9vH39ye5\n",
574 "ZJpFAQDMO08sBwDoIEQBAHSw7QuwoU2uALOVC3AqCVHAhja5AsxWLsCpZDgPAKCDEAUA0EGIAgDo\n",
575 "IEQBAHQQogAAOghRAAAdhCgAgA5CFABAByEKAKCDEAUA0EGIAgDoIEQBAHQQogAAOghRAAAdhCgA\n",
576 "gA6bZ10AwEr2Prj/1sVDRxaW2pvOKjtmWA7AE4QoYK4tHjqycMPd+y5dal+3a+HgLOsBWGI4DwCg\n",
577 "gxAFANBBiAIA6CBEAQB0MLEcmLnlK/DOP+fsfTsvuvDq2VXEetu2dfOOO+59aM9Se6Xf8eTnwWeB\n",
578 "eSZEATO3fAXe9bsWZlgN03Dg8NEtN67ydzz5efBZYJ4ZzgMA6CBEAQB0EKIAADoIUQAAHUwsB+CU\n",
579 "m1ytt9IKvLWs6oNTTYgC4JSbXK230gq8tazqg1PNcB4AQAchCgCggxAFANBBiAIA6GBiOQAbxmpX\n",
580 "9S1nf0amQYgCYMNY7aq+5ezPyDQYzgMA6CBEAQB0EKIAADqYEwWcEmuZ2Ds5eXjTWWXHKSkQYI2E\n",
581 "KOCUWMvE3snJw9ftWjg4/eoA1s5wHgBAByEKAKCDEAUA0MGcKGDVDhw4sDXJxROHPn7uuee+d1b1\n",
582 "AMySEMXcqLW+tLW2Z9Z1sKKFO/7sb+58919/9Owk+fov2P7+Z33ksXcurbo7/1lPe/biRx//4NLJ\n",
583 "ttZgNSZXYyarX5G5/LrJz9vkatC/P/zYtmc84xnnr2fNkAhRzJeXJtkz4xo4gfv/5mPlf//Vwa1J\n",
584 "svNzzjnyscePPbHq7rpdCwdvvHvf5y6da2sNVmNyNWay+hWZy6+b/LwtXw1qlSfT0B2iaq0/leQF\n",
585 "Gc2r+v7W2t51qwoAYM51TSyvtb4iySdaay9O8sokP7muVQEAzLne1XkvS/JbSdJaO5jkz2qtz1m3\n",
586 "qgAA5lzvcN55SR6ZaH9kfOyvTroiYK699LnnPvZZ55z90SR53qc9/WkPHzoy65IAZqIMw7Dmi2qt\n",
587 "NyV5U2vtveP2Lya5qbX2/snz7rrrrrW/OADAjFx22WVltef23om6K8k3J3lvrXVbkouXB6i1FgIA\n",
588 "sJF0zYlqrf1BktRa35HkLUl+cD2LAgCYd13DeQAAZzp75wEAdBCiAAA6CFEAAB2mtnderfUlSX43\n",
589 "yZe21j48Pva9Sb4po/D2htbam6f1/mxMtdarM1qo8OHxoe9trb1ndhUxb2w5xVrUWh9NsvR/yFtb\n",
590 "azfPsh7my/gJA29K8vbW2s211ouT3JLkWJL7k1zTWnvKyeNTCVG11s9O8m1J7k5Sxsd2JHlBa+1F\n",
591 "tdbNSe6utb6ttfb306iBDWtI8uOttd+ddSHMn8ktp2qtn5rkzUkuPcFlnNn2ttYun3URzK2bMnrK\n",
592 "wDPH7d1JrmitLdZar01yZZLbnuriqQzntdY+0Fr7tiSPZ/RHMUlemuS3x/1Hk/zXJDun8f5seD9Q\n",
593 "a31XrXX3rAth7thyirX64lrrPbXWu2qtz551McyX1to1Sd6XJLXWrUkea60tjrtvS7JrpetP6k5U\n",
594 "rfXzk/zsssMfaq1dfZzTz0vy3on20lYxnIGe6rOT5Dtba78xPufnaq0vX3ouGcSWU6zdc1trj9da\n",
595 "vzrJG5JcNeuCmFvnJnl0ov1ITpBTTipEtdb+PMlqb5M+mmT7RPvTk/zFybw/G9cqPzu/l+TLkwhR\n",
596 "LFn6f+Svx+3teXKogidprT0+/vquWuv2E53PGe1AnhyatufJoeqTnIrVeUtbv9yd5NVJUmv9lCSv\n",
597 "TGJCKE9Sa31trfUzxs2vS3LvLOth7ixtObU0IfS4W05BktRad9Zarxh///z8Q/iGT9JaO5xka631\n",
598 "gvGhq5LcudI1pyJEDUnSWnsgyR/VWv9XknuS/FRrzfbvLPd/kry51vr2JI+21vbMuB7miC2nWKP7\n",
599 "klxVa92T5Pokr5ttOcyxpfnb1ya5ffw36Hmttd9e6SLbvgAAdPCwTQCADkIUAEAHIQoAoIMQBQDQ\n",
600 "QYgCAOggRAEAdBCiAAA6CFEAAB2EKACADv8fn0xUCxJB1sMAAAAASUVORK5CYII=\n"
487 601 ]
488 602 },
489 603 "metadata": {},
@@ -520,102 +634,138 b''
520 634 {
521 635 "data": {
522 636 "image/png": [
523 "iVBORw0KGgoAAAANSUhEUgAAAXcAAAENCAYAAAD0eSVZAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n",
524 "AAALEgAACxIB0t1+/AAAE3lJREFUeJzt3X2UXOVBx/HvkE2AQJZ0S00CpCZNGyHYVmIDVEEGBExr\n",
525 "TwjHU160GFqKx9PSUvW0JKBlfSlStGp7tPQIpSdUCaZa3qStCSmjPYq8CAkvIQ2JRgltFoSk2R6j\n",
526 "hDL+8dzJ3pmd3Z258/7M93POnNx79748XO7+9pnnPve5IEmSJEmSJEmSJEmSJEmSJEmSJElSD1jY\n",
527 "6QK02DxgZqcLIdXqsE4XQD1rGbAFuJkQ7Kd3tjgt9xLwqU4XQqpVrtMFUNf7EvDPwFcrlt8MfB14\n",
528 "FFgDXNOi468ElgCvAy9UKUcr/DKhpn4qcBdwZ7J8GXAScHsbyjCRico20Xmqd7mkPvEQ8LWKZScD\n",
529 "70mm3wl8rEXHPgb4t4qyHNuiY5W8lbH/nmOBvZQ3OdUT7KcRAng3MJAsm0MI5L8HfqYJZVtA9fP0\n",
530 "xjqXt/q8qs1sltFkpgEPAOcAR6SW54FvJ9PvS003288BW1PzW4CzW3SskpMZa375b2AH8NOpn79E\n",
531 "CNlaPAx8C9gO/FKybIQQ7O8H/qUJZVtG9fN0Tp3LW31e1WYDU6+iPnYysAn4KUJN/a5k+ZHA/yXT\n",
532 "y4Ab6tzvW4ArJ/n5vwL3ACcA+1LL9wFvq/NY9R7zG4x9K8kRmkB2pNbbQgj7HUztMOAg8AXgk8Df\n",
533 "JMuPAg40qWzPAe+m+nl6pc7liojhrsmcSmiLvRO4lBDuhwOvptaZCRRT89OAfwTOSOa/DPwh5WH4\n",
534 "74R2+qnMBv43Nf8qcPQE6y4G/gB4E/AuoADcT7hnUM8xDwJPJ9O/CDwGbE79fG9yrFosTbZ/GviT\n",
535 "ZP5xys9XM8r2Xqqfp2KdyxURm2U0maMJNfR7gfOBHyME/sOpdaZVbPNu4D+T6VwyX0stt5pRym/6\n",
536 "H0modVYaIoT4rxKaFzYBH2As2LOYDVye7CftADCjxn28A3iScNPyi4T28p8AvttAuaqVbT/Vz9NE\n",
537 "56/W86oeZs1dEzkG+J9kepTQdnwV8DLwF6n1XqvYbjnwD8n0KcBTVfZdazPETkItvORYQs230keT\n",
538 "MpVqo4enyl7vMSEE32rgw8APgR9n7A/WMdQehOnK062EP3Jbgc83uWyV5+mNhPO0r8blE51XSRE5\n",
539 "mtAD5tcp70GxFPgB49vX11L+lf5R4CeT6d8Bfg1YkbEsR1H+x2EL4dsDhDbiUnjeROiiCOE+wR9n\n",
540 "PF7Jxwnt6nMJ31TOSv3sKuDnU/PpcqRNJ3yTSPsSod282WWbSfXzNNH5m+y8SorU+YRmhM9U+dlf\n",
541 "E2qMaR8i9MCA0N49AlxLaAf+LeA64NwGynMZ8NvAp4FfSS1/lvAtAUJXxasJPVKuprFvpGcAPyKc\n",
542 "g9eT6eNTP7+V8p5D6XKULCM8A/BXFdsuoba29Sxlm+g81btcfeI2wi9r+q/8HxEu6C2EC/iY1M/W\n",
543 "EO7ebyOEhHrTnDrWnU24kQmhDbjaH4VWmAGc2aZjlRxBuDHa6XJIDTuT8e2m5zH2NfTG5AOhVrKZ\n",
544 "8HV0AaF90Ru2/eEThCacL1DeJ7yVLmb8zdxWu5xwQ7TT5ZCaYgHVb4oBXEj46gnjH0H/FvGPN6Ig\n",
545 "x+Q3BGMwH7ig04WQatVob5kPAeuS6eMId/VLdlPe3qh4FYFbOl2IFns++Ug9oZFmk+sIDz/cMck6\n",
546 "lQ9rSJLaIGvN/XJCb4h0l7AXCF9dS05IlpVZtGhRcefOnRkPK0l9aye1j2uUqea+nDBOxgWUP8J8\n",
547 "L3AJoffAQkL/30fGlW7nTorFop8mfa6//vqOlyGmj+fT89mtH2BRPUE9Vc19HeEhiWMJ7Y3XE26c\n",
548 "zgA2Jus8BHyE8OTd+uTf15JlNstIUgdMFe6XVll22yTr30D9IwRKkprMfug9Lp/Pd7oIUfF8Npfn\n",
549 "s3M68Zq9YtJ+JEmqUS6Xgzoy25q7JEXIcJekCBnukhQhw12SImS4S1KEDHf1jcHBIXK53KHP4OBQ\n",
550 "p4sktYxdIdU3Qley9LWXw2tRvcKukJIkw12SYmS4S1KEDHdpEt6EVa/yhqr6RpYbqt6EVbfwhqqU\n",
551 "qKx1S/3EmruiVa3Wbc1dvcqauyTJcJekGBnukhQhw12SImS4S1KEDHdJipDhLjWgsi+9T7GqW9jP\n",
552 "XdFqRz/38T+vbb9SveznLkky3CUpRoa7JEXIcJdSHGxMsZgq3G8DRoCnUsuGgI3AdmADMDv1szXA\n",
553 "c8A24PzmFVNqj9HRvYQbpKWP1JumCvevAMsrlq0mhPtiYFMyD7AEuDj5dznwxRr2L3XQwLhujFIs\n",
554 "pgrf7wB7K5atANYm02uBlcn0BcA64CCwC9gBnNqUUkot8RrltXRr6opHlpr1HEJTDcm/c5Lp44Dd\n",
555 "qfV2A8dnL5okKatGm02mqu5YFZKkDhjIsM0IMBfYA8wDXkyWvwDMT613QrJsnOHh4UPT+XyefD6f\n",
556 "oRiSFK9CoUChUMi8fS13kBYA9wFvT+ZvAl4GPku4mTo7+XcJcAehnf144AHgrYyvvTv8gNqiluEH\n",
557 "qg0dUM+QBQ4/oHapd/iBqWru64CzgGOB54FPAzcC64ErCDdOL0rW3Zos30q4U/URbJaRpI5w4DBF\n",
558 "y5q7YuLAYZIkw12SYmS4S1KEDHdJipDhLkkRMtzVEyqH4vU9pdLk7AqpnjDVu0xr3caukOpVzX6I\n",
559 "SVKZAYcGVk8w3KW6lIYJLjHo1Z1sc5ekCBnukhQhw12SImS4S1KEDHdJipDhLkkRMtwlKUKGuyRF\n",
560 "yHCXpAj5hKp6VOUwANOBg50qjNR1DHf1qGrDAFQbBEzqTzbLSFKEDHdJipDhLkkRMtwlKUKGuyRF\n",
561 "yHCXpAgZ7pIUIcNdkiJkuEtShBoJ9zXAM8BTwB3A4cAQsBHYDmwAZjdaQElS/bKG+wLgSmAp8HZg\n",
562 "GnAJsJoQ7ouBTcm8JKnNsob7fsIoTTMJ49PMBL4HrADWJuusBVY2WkCp1w0ODpHL5Q59BgeHOl0k\n",
563 "9YGs4f4K8Dngvwihvo9QY58DjCTrjCTzUl8bHd1LGNQsfMK81FpZR4VcBHyC0DzzA+BrwAcq1ild\n",
564 "zeMMDw8fms7n8+Tz+YzFkKQ4FQoFCoVC5u2zjol6MXAe8OFk/jLgdOAc4GxgDzAPeBA4sWLbYrFY\n",
565 "NfOlCYWx2ycb4neiIX9bvU31faSv8Wpl93dA9UreX1BzZmdtltlGCPMjk4OdC2wF7gNWJeusAu7O\n",
566 "uH9JUgOyNstsAW4HHgNeBx4H/hKYBawHrgB2ARc1XkRJUr068aoam2VUN5tl1O/a1SwjSepihrsk\n",
567 "Rchwl6QIGe6SFCHDXZIiZLhLUoQMd0mKkOEuSREy3CUpQoa7JEXIcJekCBnukhQhw12SImS4S1KE\n",
568 "DHdJilDWl3VImtBAaextqWMMd6npXmP8Cz2k9rJZRpIiZLhLUoQMd0mKkOEuSREy3CUpQoa7JEXI\n",
569 "cJekCBnukhQhw12SImS4S1KEDHd1pcHBIXK53KGPpPo0Eu6zgb8FngW2AqcBQ8BGYDuwIVlHqtvo\n",
570 "6F7C+CylT0wGyv5w5XI5BgeHOl0oRaaRcP888A3gJOAdwDZgNSHcFwObknlJZUoDi419wh8zqXmy\n",
571 "ft89BngCeEvF8m3AWcAIMBcoACdWrFMsFmOriakeg4NDZWE2a9Yb2L//lbJ1QlNM5ciK9cy3a5vm\n",
572 "HdffC00maZ6sObOz1twXAi8BXwEeB24BjgLmEIKd5N85GfeviFU2uVhrlZov63juA8BS4CrgUeDP\n",
573 "GN8EM2Fj6fDw8KHpfD5PPp/PWAxJilOhUKBQKGTePmuzzFzgIUINHuAMYA2hmeZsYA8wD3gQm2VU\n",
574 "oVqTS+U1YbOMVK5dzTJ7gOcJN04BzgWeAe4DViXLVgF3Z9y/+sr43iOSGtPIb9E7gVuBGcBO4IPA\n",
575 "NGA98GZgF3ARsK9iO2vufW7qWnm1Zdbc1d/qrbl3oopkuPc5w73aNtMJXSSDaj2I1N/qDXdfkC11\n",
576 "hfKXao+O2jSlxjj8gCRFyHCXpAgZ7pIUIcNdkiJkuEtShAx3SYqQ4S5JETLcJSlChrskRchwl6QI\n",
577 "Ge6SFCHDXepKA75AWw1x4DCpKzmQmBpjzV0tNzg45Is4pDaz5q6WG3shdokBL7WaNXdJipDhLkkR\n",
578 "MtwlKUKGu9QT7Bqp+nhDVeoJdo1Ufay5S1KEDHdJipDhLkkRMtwlKUKGuyRFyHCXpAgZ7pIUoUbD\n",
579 "fRrwBHBfMj8EbAS2AxuA2Q3uX5KUQaPhfjWwlbGnK1YTwn0xsCmZlyS1WSPhfgLwXuBWxsZwXQGs\n",
580 "TabXAisb2L8kKaNGwv1PgU8Cr6eWzQFGkumRZF6S1GZZx5Z5H/Aiob09P8E6Rcrf0HDI8PDwoel8\n",
581 "Pk8+P9EuJKk/FQoFCoVC5u2zjj50A3AZYTSjI4BB4OvAMkLY7wHmAQ8CJ1ZsWywWq2a+IhVerVf5\n",
582 "JqbJ5mtZpxX76K3j+nvUX5JXVNac2VmbZa4F5gMLgUuAbxPC/l5gVbLOKuDujPtXj6h8P6pD0Urd\n",
583 "oVlD/paqEDcC64ErgF3ARU3av7pU5ftRHYpW6g6d+E20WSYi45tcphNa6yrF2zzSmeOOP8+zZr2B\n",
584 "/ftfQXGqt1nGl3WoycpfKhFYm2++8efZb01Kc/gBSYqQ4S5JETLcJSlChrskRchwl6QIGe6SFCHD\n",
585 "XZIiZLhLUoQMd0mKkOEuRWPAQdx0iMMPSNEoH5LA4Qj6mzV3SYqQ4S5JETLcJSlChrskRchwl6Jl\n",
586 "75l+Zm8ZKVr2nuln1twlKUKGuyRFyHCXpAgZ7pIUIcNdkiJkuEtShAx3SYqQ4a66DA4OlT0YI6k7\n",
587 "+RCT6jI6upf0gzFgwEvdyJq71DccjqCfZA33+cCDwDPA08DHk+VDwEZgO7ABmN1oASU1S2k4gvAJ\n",
588 "38IUq6zhfhD4DeBk4HTgo8BJwGpCuC8GNiXzkqQ2yxrue4DNyfQPgWeB44EVwNpk+VpgZUOlkyRl\n",
589 "0ow29wXAKcDDwBxgJFk+ksxLktqs0XA/Gvg74GpgtOJnpcY9SVKbNdIVcjoh2L8K3J0sGwHmEppt\n",
590 "5gEvVttweHj40HQ+nyefzzdQDEmKT6FQoFAoZN4+ayflHKFN/WXCjdWSm5JlnyXcTJ3N+JuqxWLR\n",
591 "Cn03GhwcqtKDYjrh/nlaZT/3yeZrWacZ23jcLPvwd7F3JA8N1pzZWcP9DOCfgCcZu1rWAI8A64E3\n",
592 "A7uAi4B9Fdsa7l0qXDzdEDoe13BXpXaFeyMM9y5luPfbcQ33XlJvuPuEqiRFyHCX+lb5cAQOSRAX\n",
593 "Bw6T+lZpOIIxo6MOBBcLa+6SFCHDXZIiZLhLUoQMd0mKkOEuSREy3CUpQoZ7H/Nl11K87Ofex3zZ\n",
594 "tRQva+6SFCHDvY/YDKOpVQ5JMMPhCXqUzTJ9xGYYTa1ySILykSQdnqB3WHOXpAgZ7pIUIcM9EpXt\n",
595 "6baPSv3NNvdIjG9Pt31U6mfW3KM2YO8YNZkv+OgV1tyjVq3ng9QIX/DRK6y5S1KEDHdJipDhLkkR\n",
596 "MtwlKUKGexeo7KNeS+8Dx4lR9xiw90wXMty7wFgf9fAJ8/VtI3VOqQdN9es3S+WlFq3abyw6UeUr\n",
597 "FouGUVqoeZd3WZzqHFXbZnzIT7VOt+7D4/bOPqqvk75+s1zftWjVfrtV8g295sy2n7ukJhuwqbAL\n",
598 "tKJZZjmwDXgOuKYF+5fU1cqbadQZzQ73acCfEwJ+CXApcFKTj9EHxj/iXfnShDGFThVSqkGhyrKp\n",
599 "r++p5/1mMJVmN8ucCuwAdiXzdwIXAM82+Tg96/77v8n992+YYq3xj3hXb/uE8MuTb0rZpOYrVFlW\n",
600 "6/VdS1u/JtLscD8eeD41vxs4rcnH6Gm33HIH99zzOvCuZMljnSyOpEg1O9xtYJvC9OmHceSRTzN9\n",
601 "+n4ADh7czYEDHS6UpOg0O9xfAOan5ucTau9pO3O53KImH7fnHDiwuWJJ5VfMal85J1rndzNs04zj\n",
602 "tnIfHrd39tE9x428LX5nJw8+kBRgATAD2Iw3VCUpCu8Bvku4sbqmw2WRJEmSVK/3A88APwKWVvxs\n",
603 "DeGhp23A+W0uVwyGCfc2nkg+yztamt7kw3fNtQt4knA9PtLZovSk24AR4KnUsiFgI7Ad2ADM7kC5\n",
604 "qjoRWAw8SHm4LyG0zU8ntNXvwAHN6nU98JudLkQPm0a47hYQrkPvFTXuPwhhpGzOBE6hPNxvAj6V\n",
605 "TF8D3DjZDtoZotsIf3EqXQCsAw4S/trvIDwMpfpE3U2gxdIP3x1k7OE7NcZrMrvvAJXDw64A1ibT\n",
606 "a4GVk+2gG2rIx1HeXXI34WEo1edjwBbgy3TR17UeUe3hO6/BxhSBBwhP6V3Z4bLEYg6hqYbk3zmT\n",
607 "rdzsfu4bgblVll8L3FfHfnwYaryJzu11wM3A7yXzvw98DriiTeWKgddb8/0s8H3gTYRrdxuhNqrm\n",
608 "mHJUtmaH+3kZtql88OmEZJnK1Xpub6W+P6Sq7eE71ef7yb8vAXcRmr4M98aMECp4e4B5wIuTrdyp\n",
609 "Zpl0W9y9wCWEh54WAm/Du+v1mpeavpDymzCa2mOE624B4Tq8mHBdKpuZwKxk+ihCDzivycbdC6xK\n",
610 "plcBd3ewLGUuJLRrHiD85flm6mfXEm5obQN+of1F63m3E7qdbSH8D5+0LU5V+fBd8ywk9DjaDDyN\n",
611 "5zOLdcD3gFcJuflBQu+jB+jCrpCSJEmSJEmSJEmSJEmSJEmSJEmS+tD/AzUxDUJku6WfAAAAAElF\n",
612 "TkSuQmCC\n"
637 "iVBORw0KGgoAAAANSUhEUgAAAlYAAAGLCAYAAAAF7dxzAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n",
638 "AAALEgAACxIB0t1+/AAAG4FJREFUeJzt3X+U5lddH/D3d3chu0LiJi64MQhTMLrGqlXEBAmuTEAK\n",
639 "2FbbeE8PJHaptU2PHEUieDiJP6qbkkD80UqhUquLgVBveqqhcsrRZN2EenRtI8gBE7M2XYGVCWV3\n",
640 "3QWyzpLNt388z8TJMDObmb3zzDwzr9c5c3a+3/v9Ps8nz+7OvnPv/d7b9X0fAADO3abVLgAAYL0Q\n",
641 "rAAAGhGsAAAaEawAABoRrAAAGhGsAAAaEawAABoRrAAAGhGsYJ3pum7r8Neu67rJ1a5nLei67sKu\n",
642 "616w2nUA659gBetE13Xf1nXdnyY53nXdtiRvTPIXI3rvr+667le6rvvhrut+teu6iVG87zx1PK/r\n",
643 "upu7rvt3Xdf9Xtd1z0+Svu+PJ3l513Vfsxp1PRkL1T6rfcHPeLltwAro+96XL19j8pXkfyd5+Tzn\n",
644 "Nyf57ST/Ism3JnlBkteNsK4DSa4cfn9Fkj9chc9mU5J3JOmGx9cmOZpkx/D4qUnet9q/h8up/Wyf\n",
645 "8XLbfPny1f5LjxWMia7rdiT5liRXz9P8kiTv6Pv+V/u+/5Mkb0jy6yOq62uTfHPf9/8zSfq+/6Mk\n",
646 "X9d13XNG8f6zXJrkO5J81fD4fUmeluR7h3WdTvJA13UvWuoLd113Xtd1P9l13ZGu6+7vuq6b1fbq\n",
647 "ruse6Lruv3dd930rUfsin/Gzl9k26t8b2DAEKxgflyV5d5J/0nXdU+e0vSTJ7ydJ13UXJXlK3/df\n",
648 "GFFd35Tkk3POfSqDoDBKn0/yrCQXJ0nf948Oz10465oPJHn1Ul+47/vpJG9NcluSSzIMPMO225O8\n",
649 "u+/7f9D3/W+tUO0LfcYvWmbbqH9vYMPYstoFAE/a85P8ZJJXJXllBkN/M87r+/6Lw+9fkuTDI6zr\n",
650 "mUlOzTn3SJKvHGEN6fv+SJIdM8dd1311kouS/OGsy/40yQuX+RYvTnJnBkOKb0wyO0Q9tszXTPKk\n",
651 "al/oM96Z5G+W0TbS3xvYSAQrGB8X9n1/pOu62zOYg/PbSdJ13dcn+bNZ131Dkj+fe3PXdT+Q5Ov6\n",
652 "vr9hePxDSXb2ff9zs67ZnuQXknRz75/jF/u+/+hMXUlOz2k/neT8hW7uuu4Hk/xIBj00O4b1nk7y\n",
653 "sr7vP3MOtcz2w0k+MDMMliR933+x67ptXddt7vv+zFled64XJLk5gx6f/9N13Yv7vv9Q13W7Mufz\n",
654 "XoHaF/uMty2zDVgBghWMgeESCjP/QP5Gkj/quu4r+75/OMl3J6mzLt+R5I/neZl/PLx3xvcnefvs\n",
655 "C/q+/+sk/3yJ5X1unnNfluTYfBd3XfdTSZ6RwST7LoNemdf1fX+wQS0z7/F3k7w8yVXzNM8MsX12\n",
656 "iS+7ue/7Psknu657X5I3JflQBj2E75194QrUvthnPF94ezJtwAowxwrGw1VJ7k2Svu8/nOSBJNcN\n",
657 "257V9/2nZ1371CSPzr6567rNSa5McvfweGsGT4j9foPaPp3k6XPOPS3Jw3MvHPauXZPkR/u+PzOc\n",
658 "S3Q4SbPJ1F3XnZ9Bz9Ir+76fL0CczhJ/9nVd95VJpmadeluSV3Rdd1kGPYknl1vvnPdZqPaFPuOp\n",
659 "4ddS277k9wZoQ48VjIfdfd+/adbxO5L8267r3pkvHeo5mmT7nHPPT/JQ3/cnhscvTvKxJF/ouu6i\n",
660 "mX/Eu667MMnPZ2lDWH+UwcTrDF9jSwZB6WPz3PeqJL/b9/1js659QZIfm3vhMmtJBsHkdX3ff3r4\n",
661 "9N4/7fv+fbPavzyDz2gprkryuzMHfd9/rOu6Dya5Mcl9I6h9sc/4C8tsA1aAYAVrVNd1F2QQRB5K\n",
662 "8ldzmn8tyU9kMIH65+e0fTKDyc6zvXT4OjNenUEP2OTwtY8ljy+kuaQhrL7vP9l13f/tuu7y4XDe\n",
663 "y5L8Sd/3Dwz/O74tyQV93+9P8v8yfPJt6IeT/Me+7z81z+suuZau696UwRyoXcO5T8/OoLdnzkv/\n",
664 "7fyqOfUt5LnDp/9me2sGa0T98krX/iQ+42W1Ae0JVrB2vTCDuTuHMli/6nHDSdg/muTWDIf3Zrk3\n",
665 "yY/POXdVkjNd1+1J8pQk+4fnvrbv+7sa1PoDSW7suu6KDHrHXjOr7dUZBLi/l8FyBW8ZTpx/epLP\n",
666 "9n1/W4P3nxlmvCmDxVJn9BlM5p+5ZiLJx+fcOru+ua/5rRkMuf6jrus29X3/s4+/cN/f23Xd/0hy\n",
667 "cO59K1F7Fv+Ml9sGNDazyi+wBg0XeHx41hDek73vrr7vXzr8fmuSIxk8AfjFxe9cGV3X/WDf9/95\n",
668 "Nd57Th0/kOSxvu/fM+f8mqgPGH+L9liVUrYnuT3JPbXWW0opV2QwafOxDIYVfqjW+mgp5W0ZTITd\n",
669 "lOQNtdZz/j84IOn7/sFl3lq7rntZ3/e/l8Gk9Y+sVqga+vJVfO/ZXpHBUhVzrZX6gDF3tidjbs5g\n",
670 "peIZJcn31lp3Z/B/wC8ppbw8yWO11hdnsGjhW1ekUmApfi3J93ZdtynJN+aJi4mOVNd1r0rSYrjx\n",
671 "XOv4+0neP3wScfb5NVEfsD4sGqxqrddl1tMjtdY31FpnnqZ5eobhKsl7hu0nkny8lGIfKlhFw/Cw\n",
672 "N8k/6/v+F/u+/5IJ1iOs5QMLLII5MsOn9P7OnKcDk6yN+oD1Y1nrWJVSXpvkkVrrn2Ww7cLsR5c/\n",
673 "OzwHrKK+7z/d9/1INmJe6/q+P973/TtXuw5g/VvyU4GllH+d5Nm11jcPTx3LYKXnmcfBd2SRNWLu\n",
674 "vvtus+UBgLFx1VVXnW1NusctKViVUt6Q5OmzQlUyeNT7NUk+Opzsflmt9ROtCmRjK6X8TK31Z1a7\n",
675 "DtY+f1ZYCn9eeLKW2iH0ZINVX0q5IMnPJTlYSnnJ8PzP11p/p5Ty0lLKhzIYWnz9UgoAAFgvzhqs\n",
676 "aq33JLlnePi0Ba75iZZFAQCMI5swAwA0IlgBADQiWLHWHVjtAhgbB1a7AMbKgdUugPVp5HsF3n33\n",
677 "3b2nAgGAcbDU3KLHCgCgEcEKAKARwQoAoBHBCgCgEcEKAKARwQoAoJElbcIMsFQHDx3ZN3VyemK+\n",
678 "tp0XnHf48ksv2TPaigBWjmAFrKipk9MTe/cf3j1f242TEyOuBmBlGQoEAGhEsAIAaESwAgBoRLAC\n",
679 "AGhEsAIAaESwAgBoRLACAGhEsAIAaESwAgBoRLACAGhEsAIAaESwAgBoRLACAGhEsAIAaESwAgBo\n",
680 "RLACAGhEsAIAaESwAgBoRLACAGhEsAIAaESwAgBoRLACAGhEsAIAaESwAgBoRLACAGhEsAIAaESw\n",
681 "AgBoRLACAGhEsAIAaESwAgBoZMtqFwCwEg4eOrJv6uT0xHxtOy847/Dll16yZyXuBTY2wQpYl6ZO\n",
682 "Tk/s3X9493xtN05OrNi9wMZmKBAAoBHBCgCgEcEKAKARwQoAoBGT14GxtNiTe0myeVO3a4TlACQ5\n",
683 "S7AqpWxPcnuSe2qtt5RSLkvyriRnkjyQ5Lpaa19KeVuSKzLoAXtDrfXgCtcNbHCLPbmXJDdMTpwY\n",
684 "ZT0AydmHAm9O8oFZx7cmubrWujvJg0muKaW8PMljtdYXJ3llkreuSKUAAGvcoj1WtdbrSim7k1xR\n",
685 "StmW5JFa69Sw+bYktyR5OMl7htefKKV8vJTynFrrX65k4QCrYfu2LbvuvO+hAwu1W0AUNralzLG6\n",
686 "MMmxWcefTXJRki8mOTrPecEKWHeOn3p0602LDEFaQBQ2tqUEq+MZBKYZz8ggaB1LsiPJXw3P78gT\n",
687 "gxbAvPT+AOvNkw5WtdZTpZRtpZSLa62fTnJtkruSfCbJa5J8dDjZ/bJa6ydWplxgPdH7A6w3TzZY\n",
688 "9cNfr09yRynlTJL7a623Jkkp5aWllA9lMBn+9e3LBABY+84arGqt9yS5Z/j9A0munOean2hfGgDA\n",
689 "eLHyOgBAI4IVAEAjtrQBaGixJx095Qjrn2AF0NBiTzp6yhHWP0OBAACNCFYAAI0IVgAAjQhWAACN\n",
690 "CFYAAI0IVgAAjQhWAACNCFYAAI0IVgAAjQhWAACN2NIG2HAW288vSTZv6naNsJzHHTx0ZN/UyemJ\n",
691 "+drsMwjjQbACNpzF9vNLkhsmJ06Msp4ZUyenJ/baZxDGmqFAAIBGBCsAgEYEKwCARgQrAIBGBCsA\n",
692 "gEYEKwCARiy3AKxZi603tVprTQEsRrAC1qzF1ptarbWmABZjKBAAoBHBCgCgEcEKAKARwQoAoBHB\n",
693 "CgCgEcEKAKARwQoAoBHrWAHn7OChI/umTk5PzNdmIU9gIxGsgHM2dXJ6Yq+FPAEMBQIAtCJYAQA0\n",
694 "IlgBADQiWAEANCJYAQA0IlgBADQiWAEANCJYAQA0IlgBADQiWAEANCJYAQA0IlgBADQiWAEANCJY\n",
695 "AQA0IlgBADSyZbULANaGg4eO7Js6OT0xX9vOC847fPmll+wZbUUA40ewApIkUyenJ/buP7x7vrYb\n",
696 "JydGXA3AeFpysCqlbE3y7iTPSLI5yU1JPpXkXUnOJHkgyXW11r5hnQAAa95y5lg9N8nxWutkktcm\n",
697 "eU2SW5NcXWvdneTBJNe0KxEAYDwsOVjVWv8sybZSyv1J7k1yc5JHaq1Tw0tuSzLZrkQAgPGw5GBV\n",
698 "SnlRki/UWr8+yXcn+fdJjs665GiSi9qUBwAwPpYzFPiiJHckj/deJclXzGrfkeTYOdYFADB2lhOs\n",
699 "HkjyXUlSSrk4gwnrW4ffJ8m1Se5qUh0AwBhZzhyr9ye5sJRyT5Lbk7wxyY8nuWN47mtqre9tWyYA\n",
700 "wNq3rHWsaq0/Ms/pK8+xFgCAsWZLGwCARgQrAIBGBCsAgEYEKwCARgQrAIBGBCsAgEYEKwCARpa1\n",
701 "jhWwsWzftmXXnfc9dGCh9s2bul0jLAdgzRKsgLM6furRrTftP7x7ofYbJidOjLIegLXKUCAAQCOC\n",
702 "FQBAI4IVAEAjghUAQCMmrwOMiKcrYf0TrABGxNOVsP4ZCgQAaESwAgBoRLACAGhEsAIAaESwAgBo\n",
703 "RLACAGhEsAIAaESwAgBoRLACAGhEsAIAaESwAgBoRLACAGhEsAIAaGTLahcAjMbBQ0f2TZ2cnlio\n",
704 "ffOmbtcIywFYlwQr2CCmTk5P7N1/ePdC7TdMTpwYZT0A65GhQACARgQrAIBGBCsAgEYEKwCARgQr\n",
705 "AIBGBCsAgEYEKwCARgQrAIBGBCsAgEYEKwCARgQrAIBGBCsAgEZswgxj5OChI/umTk5PLNS+84Lz\n",
706 "Dl9+6SV7RlcRALMJVjBGpk5OT+zdf3j3Qu03Tk6MsBoA5jIUCADQiGAFANCIYAUA0IhgBQDQiGAF\n",
707 "ANDIsp8KLKV8T5KvrbX+QinlsiTvSnImyQNJrqu19o1qBAAYC8vqsSqlPD3JC2utvzA8dWuSq2ut\n",
708 "u5M8mOSaRvUBAIyN5fZY7U1yaSnlvyb56SSP1Fqnhm23Jbll+CsAwIax5B6rUsqlSTbXWl+V5HVJ\n",
709 "3p7k6KxLjia5qE15AADjYzlDga9I8t+SZNhL9dkkXzGrfUeSY+deGgDAeFlOsDqaZDJJSinnJ9mZ\n",
710 "ZGsp5eJh+7VJ7mpTHgDA+FjOHKv/kuSdpZR7h8dvzqDX6o5Sypkk99dab21VIADAuFhysKq1nkny\n",
711 "L+dpuvLcywEAGF8WCAUAaESwAgBoRLACAGhEsAIAaESwAgBoZNmbMAOwdhw8dGTf1Mnpifnadl5w\n",
712 "3uHLL71kz2grgo1JsAJYB6ZOTk/s3X9493xtN05OjLga2LgMBQIANCJYAQA0IlgBADQiWAEANCJY\n",
713 "AQA0IlgBADQiWAEANCJYAQA0IlgBADRi5XVYR7Zv27LrzvseOjBf2+ZN3a4RlwOw4QhWsI4cP/Xo\n",
714 "1psW2NbkhsmJE6OuB2CjMRQIANCIYAUA0IhgBQDQiGAFANCIYAUA0IhgBQDQiGAFANCIdawAxsBi\n",
715 "i78mFoCFtUKwAhgDiy3+mlgAFtYKQ4EAAI0IVgAAjQhWAACNCFYAAI0IVgAAjQhWAACNCFYAAI0I\n",
716 "VgAAjQhWAACNCFYAAI0IVgAAjQhWAACNCFYAAI0IVgAAjQhWAACNCFYAAI0IVgAAjQhWAACNCFYA\n",
717 "AI0IVgAAjQhWAACNCFYAAI0IVgAAjWxZ7o2llOckuTfJ9yf5fJJ3JTmT5IEk19Va+yYVAgCMiWUF\n",
718 "q1LKpiRvTnJ7ki7JrUmurrVOlVKuT3JNktuaVQnryMFDR/ZNnZyeWKh95wXnHb780kv2jK4iAFpZ\n",
719 "bo/V9Ul+Jck/zGA48ZFa69Sw7bYkt0SwgnlNnZye2Lv/8O6F2m+cnBhhNQC0tOQ5VqWUb0/S1Vo/\n",
720 "POs1js265GiSixrUBgAwVpbTYzWZ5DtKKS9MsivJq5J8Ylb7jjwxaAGwirZv27LrzvseOrBQu+Fn\n",
721 "aGfJwarWevPM96WUn07ywSQ/VUq5uNb66STXJrmrXYkAnIvjpx7depPhZxiJZT8VOMf1Se4opZxJ\n",
722 "cn+t9dZGrwsAMDbOKVjVWv/NrMMrz7EWAICxZoFQAIBGBCsAgEYEKwCARgQrAIBGBCsAgEYEKwCA\n",
723 "RgQrAIBGBCsAgEYEKwCARgQrAIBGWu0VCDSyfduWXXfe99CB+do2b+p2jbgcAJZAsII15vipR7fe\n",
724 "tP/w7vnabpicODHqegB48gwFAgA0IlgBADQiWAEANCJYAQA0IlgBADQiWAEANCJYAQA0IlgBADQi\n",
725 "WAEANCJYAQA0YksbgA1usf0pd15w3uHLL71kz2grgvElWAFscIvtT3nj5MSIq4HxZigQAKARPVYA\n",
726 "LNvBQ0f2TZ2cnpivzTAiG5FgBcCyTZ2cnthrGBEeJ1jBCljs/+I3b+p2jbgcAEZEsIIVsNj/xd8w\n",
727 "OXFi1PUAMBomrwMANCJYAQA0IlgBADQiWAEANCJYAQA0IlgBADQiWAEANCJYAQA0IlgBADQiWAEA\n",
728 "NGJLGwAWtH3bll133vfQgYXa7X0JTyRYAbCg46ce3XrTAvteJva+hLkMBQIANCJYAQA0IlgBADQi\n",
729 "WAEANCJYAQA0IlgBADQiWAEANCJYAQA0suQFQkspm5L8hyTfkEEw+8kkDyd5V5IzSR5Icl2ttW9Y\n",
730 "JwDAmrecHqtvSvJgrfU7k7wqyZuT3Jrk6lrr7iQPJrmmXYkAAONhyT1WtdaPJPnI8PDLkvx1kq7W\n",
731 "OjU8d1uSW4a/AgBsGMueY1VKuSjJf0ryS0mOz2o6muSic6wLAGDsLCtYlVKemeQ3kvxYkg/niUFq\n",
732 "R5Jj514aAMB4WXKwKqV8VZJ9SV5Xaz1Uaz2VZFsp5eLhJdcmuatdiQAA42HJc6ySXJ/kOUl+vZSS\n",
733 "DHqnrk9yRynlTJL7a623tisRAGA8LGfy+vUZBKm5rjz3cmA8HDx0ZN/UyemJhdo3b+p2jbAcANaI\n",
734 "5fRYwYY3dXJ6Yu/+w7sXar9hcuLEKOsBYG2w8joAQCOCFQBAI4IVAEAjghUAQCMmr7Nhne3Jvp0X\n",
735 "nHf48ksv2TO6imBjWezvoL9/jCvBig3rbE/23Tg5McJqYONZ7O+gv3+MK0OBAACNCFYAAI0IVgAA\n",
736 "jQhWAACNmLwOC9i+bcuuO+976MB8bfYCBGA+ghUs4PipR7fetMATS/YCBGA+hgIBABrRYwXAilhs\n",
737 "OD0xpM76JFgBsCIWG05PDKmzPglWAIwV21GxlglWAIwV21Gxlpm8DgDQiGAFANCIYAUA0IhgBQDQ\n",
738 "iMnrjLWzPh10/lOfNfW505+ar80aOgC0Jlgx1s72dNANkxMnbtp/+HkLta1cZQBsRIYCAQAaEawA\n",
739 "ABoRrAAAGhGsAAAaEawAABoRrAAAGhGsAAAaEawAABoRrAAAGhGsAAAasaUNAGvO9m1bdt1530MH\n",
740 "5muzzydrmWAFwJpz/NSjW29aYB9Q+3yylhkKBABoRLACAGhEsAIAaESwAgBoRLACAGhEsAIAaMRy\n",
741 "C4zEwUNH9k2dnJ6Yr23nBecdvvzSS/aMtiJgI1rsZ1Gy+M+jc7mXjUOwYiSmTk5P7F1gTZobJydG\n",
742 "XA2wUS32syhZ/OfRudzLxmEoEACgET1WrHmLdb/b2gKYy3Y4rCbBijVvse53W1sAc9kOh9VkKBAA\n",
743 "oBE9Vqy6xbrt/+bUI9uf9rSn7RxxScAGdS7DiIvd64nBjUOwYtUt1m2f6LoHRudchhEXu9cTgxtH\n",
744 "02BVSnlbkisyGGJ8Q631YMvX59wcP378/Ic/d/r7Huv7br7287ZsOvq8S575O6OuCwDWi2bBqpTy\n",
745 "8iSP1VpfXEr58iTvT7JgLwSr4qs++ODRt//B4b8+f77GPc+/+CPPuyQLBquzLo53/lOfNfW505+a\n",
746 "r82TOMBGttgwYWJh0vWkZY/VS5K8J0lqrSdKKR8vpTyn1vqXDd+Dc/SZz58+c/j438zb9sgXHzu9\n",
747 "2L1nWxzvhsmJEzftP/y8hdqWVCjAOnK2KQ8WJl0/Wgari5IcnXX82eE5wWoN+a7nXnhq5/lP/fx8\n",
748 "bc++cOtTRl0PAKwnXd/3TV6olHJzkttrrR8dHr8jyc211k/Mvu7uu+9u84YAACNw1VVXzTs3eT4t\n",
749 "e6zuTvKaJB8tpWxPctncULXU4gAAxkmzBUJrrb+XJKWUDyX5QJI3tnptAIBx0GwoEABgo7OlDQBA\n",
750 "I4IVAEAjghUAQCMj3SuwlPKdSX4zyTfXWj8zPPf6JN+fQch7S631/aOsibWvlLIng4chPjM89fpa\n",
751 "65+uXkWsNbbTYilKKceSzPwM+WCt9ZbVrIe1Zbiywe1J7qm13lJKuSzJu5KcSfJAkutqrQtOUB9Z\n",
752 "sCqlfHWS1ybZn6QbntuV5Ipa64tKKVuS7C+l/G6tdf6lwdmo+iQ/W2v9zdUuhLXHdlosw8Fa6ytW\n",
753 "uwjWrJszWN3g6cPjW5NcXWudKqVcn+SaJLctdPPIhgJrrZ+stb42yekM/qFMku9K8t5h+6NJfifJ\n",
754 "5aOqibHy46WUPy6l3LrahbDmPGE7rSQfL6U8Z3VLYo37xlLKvaWUu0spz1rtYlhbaq3XJflYkpRS\n",
755 "tiV5pNY6NWy+LcnkYvc377EqpXxdkl+ac/rhWuueeS6/KMlHZx3PbIPDBrTQn50k/6rW+u7hNb9c\n",
756 "SnnZzLppENtpsXTPrbWeLqV8e5K3JLl2tQtizbowybFZx0dzlpzSPFjVWv88yZPtYj2WZMes42ck\n",
757 "+YvWNTEenuSfnd9K8i1JBCtmzPwc+avh8Y48MWjBE9RaTw9//eNSyo6zXc+GdjxPDFI78sSg9SVW\n",
758 "66nAmW1t9id5dZKUUp6S5JVJTDrlCUopbyqlPHN4+D1J7lvNelhzZrbTmpl0Ou92WpAkpZTLSylX\n",
759 "D7//1vxtIIcvUWs9lWRbKeXi4alrk9y12D2rFaz6JKm1PpjkD0spf5Dk3iRvq7VOr1JNrF3/K8n7\n",
760 "Syn3JDlWaz2wyvWwhthOiyW6P8m1pZQDSW5M8ubVLYc1bGY++PVJ7hj+G/Q1tdb3LnaTLW0AABqx\n",
761 "QCgAQCOCFQBAI4IVAEAjghUAQCOCFQBAI4IVAEAjghUAQCOCFQBAI4IVAEAj/x8Ld0kx4zM3zgAA\n",
762 "AABJRU5ErkJggg==\n"
613 763 ],
614 764 "text/latex": [
615 765 "$\\mathcal{N}(\\mu=0, \\sigma=2),\\ N=2000$"
616 766 ],
617 767 "text/plain": [
618 "<__main__.Gaussian at 0x106e9ce90>"
768 "<__main__.Gaussian at 0x106ab8c18>"
619 769 ]
620 770 },
621 771 "execution_count": 7,
@@ -645,90 +795,128 b''
645 795 {
646 796 "data": {
647 797 "image/png": [
648 "iVBORw0KGgoAAAANSUhEUgAAAXIAAAENCAYAAAASUO4dAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n",
649 "AAALEgAACxIB0t1+/AAAElNJREFUeJzt3X+wXGV9x/H3JpefITfhCr1JSyCIRH5UJbQgrVhXChas\n",
650 "DXE6onbaBoownRG0tVUSOg63vxQY+8tRoVOQuTIOSq3QQGtNiGyr1SK0IfxqTBNNB2zuhUJoLogk\n",
651 "kO0fz9ncvZu9956z9+yefXbfr5mdPefZs7tPbnY/++z3POcsSJIkSZIkSZIkSZIkSZIkSZIkSZJ6\n",
652 "1olFd6DNlgJHFt0JKYt5RXdAXe8sYAtwEyHEzym2O233DPCxojshZVEqugPqGjcD/wrc3tB+E/BV\n",
653 "4EFgHXBNm57/1wij4bOBu4Avtel5Gp0B/Drw+3VtZwGnAl/oUB+m06xvq4HTgP3AD5n8/8raLqkH\n",
654 "fQf424a204GLkuU3AVe36blfV/fYxwC76UwJ5yOED6nbmtyWJcTfTPjweQoYSNqGCR9G9wI/n1Pf\n",
655 "FgH/Xrf+HeA1GduPaaEv6nKWVgQwH7gPOA84vK69DHwjWX5X3XLeTmeynPG/wHbgZ9r0XPX+HPj7\n",
656 "aW57hvABk8YDwD8B24BfTdrGCSH+HuDbOfXtF4An6ta3EP7PsrS/vYW+qMsNzL6J+sDpwCbCV/mL\n",
657 "CKNLgCOAl5Pls4BPZHzc1wJXzHD7vxHC6h+ZHPmXCCWW7RmfK+tz1kxXXtxC+DBJ0495wD7g08BH\n",
658 "gS8n7QuAl3Ls23HA83XrzwMnA89lbFePMcgFoS59O6EU8H5CkB8G7K3b5kigWrc+H/hn4Nxk/Vbg\n",
659 "k0wNvu8T6uqz2Qc8liz/MvAQ8PA0264A/gQ4FvhZoAL8A6HGn+U5a6rTtO9OniuNMwl9fowwkj4T\n",
660 "+I8mjz3Xvi0Gfly3vhc4KtkuS7t6jKUVQXhzvwysB94B/AQh3B+o22Z+w31+DvjvZLmUrLc6iq5Z\n",
661 "DFxK2MHXzBAhsH+TUCLYlGx78zTbpzHdiPwl4NCUj/FG4BHCDsXPEer9rwe+N4d+NevbREPbEYRR\n",
662 "d9Z29RhH5FoE/ChZniDUeq8CngU+W7fdKw33uxD4erK8Eni0yWNnKSWUgLXAB4AXgBOY/KCo+WDS\n",
663 "p9oo87C6vrfynDD9iHwR6UOvfkB0C+ED7Qngr3Lu2w7Ct5Ca1xBG/s+nbD8maZfUI44izET5babO\n",
664 "ZDgT+D8OroePMvVr+YPATyfLHweuBFbNoT8fItSklxC+DbwtaT+ZyaC8kTAtEEJd/1NzeL6aS2k+\n",
665 "a+Uq4Bfr1uv7Ue8QwjeEejcT6v55920BUz8wtxC+PWVtV49p/Lqs/lEGvkUoCdxb174LeAOwmamj\n",
666 "tyFCMPyAUJ9eRxjxLSSURBYBOwl14KzOJdTnrwR+D7ic8OEwQZjbvr3u8k7CTr8zCDX5/S08X81V\n",
667 "hNLMm5J/w2Ymd+5eCfw1k99E6vtRcxZh1H08oQw1kbR/n1DG+FbOfXshuawi/P/dSxjF78vYrj61\n",
668 "GPgK8J+Er4xvJryxNxKmXG1ItlFchjNsu5iwkxFCwPxp/t1p6lDgrR16rprDCTsti+6HlKtR4LeS\n",
669 "5QHC6OtGJuf+XgNcX0C/1Fm/QyjDfJrOzPMGeC+d/+Z4KWFnZdH9kHKziOZfl7cyOaJbkqyrt5WY\n",
670 "eWddL1gGXFx0J6S8nUGo/91GqJn+DaFWurtum1LDuiSpQ9LMIx8gzGT4XHL9ImGaWL0q00/jkiS1\n",
671 "UZp55E8llweT9a8QZiyMEUoqY4RDqp9uvONJJ51U3bFjRz49laT+sYP05/pJNSIfA55k8nDl84HH\n",
672 "gXuANUnbGuDug3qyYwfVatVLDpfrrruu8D700sW/p3/Pbr4AJ6UNcUh/ZOfVwBcJU7B2AJcR9uDf\n",
673 "SZjzuxO4JMsTS5LykTbItxAOfmh0fo59kSS1wJNmRaJcLhfdhZ7i3zNf/j2L1e6feqsm9R5JUkql\n",
674 "Ugky5LMjckmKnEEuSZEzyCUpcga5JEXOIJekyBnkUocMDg5RKpUYHBwquivqMU4/lDokTCmrAiV8\n",
675 "X2gmTj+UpD5jkEsdN0CpVLLMotxYWpE6pL60Mnn6fsssOpilFUnqMwa5JEXOIJe6iFMU1Qpr5FKH\n",
676 "pKmRO0VRYI1ckvqOQS5JkTPIJSlyBrkkRc4gl6TIGeSSFDmDXGoT54SrU5xHLrVJ45xw55ErLeeR\n",
677 "S1KfMcglKXIGuSRFziCXpMgNpNxuJ7AHeBXYB5wNDAFfBk5Ibr8EeD73HkqSZpR2RF4FysBKQogD\n",
678 "rAU2AiuATcm6JKnDspRWGqfCrAJGk+VRYHUuPZIkZZJlRH4f8BBwRdI2DIwny+PJuiSpw9LWyN8C\n",
679 "7AKOJZRTtjbcXmXyCAdJUgelDfJdyfUzwF2EOvk4sAQYA5YCTze748jIyIHlcrlMuVxuradSTxqg\n",
680 "VCqxcOHR7NnzXNGdUUEqlQqVSqXl+6c5BPRIYD4wASwANgB/CJwPPAvcQNjRuZiDd3h6iL76VtpD\n",
681 "9KfbxvdO/8p6iH6aEfkwYRRe2/6LhDB/CLgTuJzJ6YeSpA7zpFlSmzgiV6s8aZYk9RmDXJIiZ5BL\n",
682 "UuQMcqmL+StDSsOdnVKb5LGz052f/cmdnZLUZwxySYqcQS5JkTPIJSlyBrkkRc4gl6TIGeSSFDmD\n",
683 "XJIiZ5BLUuQMcmmO2nMY/UDt6D5pVh6iL83RdIfRz/UQ/cZr30v9w0P0JanPGOSSFDmDXJIiZ5BL\n",
684 "UuQMckmKnEEuSZEzyCUpcga5JEXOIJekyBnkkhQ5g1ySImeQS1LkDHJJilzaIJ8PbAbuSdaHgI3A\n",
685 "NmADsDj/rkm9wlPSqr3SBvmHgSeYPPfmWkKQrwA2JeuSmnqFybeOlL80QX4c8E7gFibPj7sKGE2W\n",
686 "R4HV+XdNkpRGmiD/C+CjwP66tmFgPFkeT9YlSQUYmOX2dwFPE+rj5Wm2qTLD98aRkZEDy+VymXJ5\n",
687 "uoeRpP5UqVSoVCot33+2PTCfAH6DUOQ7HBgEvgqcRQj2MWApcD9wSpP7+1Nv6nlpfuqt+TX4U29q\n",
688 "Ju+fersWWAacCLwP+AYh2NcDa5Jt1gB3Z+2oJCkfWeeR14YE1wMXEKYfnpesS5IK0O7JrZZW1POK\n",
689 "KK0MDg4xMbEbgIULj2bPnufa+C9Up2UtrRjk0hwVEeST23HQbYpf3jVySVKXm236oaSOmO0w/trt\n",
690 "hwD7OtQnxcIgl7pC7TD+6cK8/vaZtlM/srQiSZEzyCUpcga5JEXOIJekyBnkkhQ5g1ySImeQS1Lk\n",
691 "DHJJipxBLkmRM8glKXIGuSRFziCXpMgZ5JIUOYNckiJnkEtS5AxySYqcQS5JkTPIpdyEn2MbHBwq\n",
692 "uiPqM/7Um5Sb8HNsExP+DJs6yxG5JEXOIJekyBnkUvSszfc7a+RS9KzN9ztH5JIUudmC/HDgAeBh\n",
693 "4Angk0n7ELAR2AZsABa3q4OSpJnNFuQ/Bt4OnAG8MVk+F1hLCPIVwKZkXZJUgDSllR8l14cC84Hd\n",
694 "wCpgNGkfBVbn3zVJUhppgnweobQyDtwPPA4MJ+sk18Nt6Z0kaVZpZq3sJ5RWFgFfJ5RX6lWTS1Mj\n",
695 "IyMHlsvlMuVyOWsfpcINDg4xMbGbhQuPZs+e54rujnpMpVKhUqm0fP+s85U+DrwEfAAoA2PAUsJI\n",
696 "/ZQm21er1WkzXopGqVQijFdKNL6m62+r36ZZ+9RrZrgt7fXUx/D91hvCayd9Ps9WWjmGyRkpRwAX\n",
697 "AJuB9cCapH0NcHemXkqScjNbaWUpYWfmvORyO2GWymbgTuByYCdwSfu6KEmaSbsPBbO0op7QrLRS\n",
698 "q5sH3VBaOQR4xTp+D8haWjHIpRSaBflMQV1UjdxaeW/Iu0YuSepyBrkkRc4gl6TIGeSSFDmDXJIi\n",
699 "Z5BLuRuozTqQOsIgl3IXfrFH6hSDXJIiZ5BLUuQMckmKnEEuSZEzyCUpcga5JEXOIJekyBnkkhQ5\n",
700 "g1ySImeQS1LkDHJJipxBLkmRM8glKXIDRXdAiounqFX3cUQuZVI7Ra2nqVX3MMglKXIGuSRFziCX\n",
701 "ZjA4OGRNXF3PIJdmMDGxG+vh6nYGuSRFLk2QLwPuBx4HHgM+lLQPARuBbcAGYHE7OihJmlmaIN8H\n",
702 "/C5wOnAO8EHgVGAtIchXAJuSdUldolbfHxwcKrorarNW9uLcDXwmubwNGAeWABXglIZtq9Wq9UXF\n",
703 "K+zorBLeKvXXNGnLet2+x6hWq1P67vswLskO9tT5nLVGvhxYCTwADBNCnOR6OONjSZJykOUQ/aOA\n",
704 "vwM+DEw03DbtoW4jIyMHlsvlMuVyOVMHJanXVSoVKpVKy/dPO3Q/BLgX+Brwl0nbVqAMjAFLCTtE\n",
705 "La2op1haURHaUVopAbcCTzAZ4gDrgTXJ8hpC7VyS1GFpEv9c4F+AR5gcAqwDvgvcCRwP7AQuAZ5v\n",
706 "uK8jckXNEbmKkHVE3u5jjw1yRc0gVxHaPWtFktRlDHJJipxBLkmRM8ilJjx9rWJikEtNePpaxcQg\n",
707 "l6TIGeSSFDmDXKpjbVwxMsilOtbGFSODXJIiZ5BLPWfA8lCfMcilnvMKlof6i0EuSZEzyCUpcga5\n",
708 "JEXOIJekyBnkkhQ5g1ySImeQS1LkDHJJipxBLkmRM8ilPlM7w+Pg4FDRXVFOBorugKTOqp3hcWLC\n",
709 "87H0CkfkkhQ5g1ySImeQS1LkDHJJipxBLkmRSxPknwfGgUfr2oaAjcA2YAOwOP+uSZLSSBPktwEX\n",
710 "NrStJQT5CmBTsi4pKuEn4ZxTHr80Qf5NYHdD2ypgNFkeBVbn2SlJnVD7SbhqMrdcsWq1Rj5MKLeQ\n",
711 "XA/n0x1JUlZ57Oys4i+9SlJhWj1EfxxYAowBS4Gnp9twZGTkwHK5XKZcLrf4lJJaE2rhCxcezZ49\n",
712 "zxXdGTVRqVSoVCot3z/tyRaWA/cAb0jWbwSeBW4g7OhcTPMdntVq1cG64lEqlQhfMGe7JsU23fcY\n",
713 "1Wq1yb+RA7epO4T/o9T5nKq0cgfwbeD1wJPAZcD1wAWE6YfnJeuSpAK0+/RnjsjVlQYHh5iY2H1Q\n",
714 "ucERubpB1hG5p7FVX/JUruolHqIvSZEzyCUpcga5+kbtJ86S+mMfGujjf3tvM8jVN2p18f49fq12\n",
715 "SL56jUEuSZEzyCUpcga5el6tNq6ZDHg624g5j1w9b7I2bphPL9TPnVcfJ0fkkhQ5g1x9zpKC4mdp\n",
716 "RX3OkoLi54hckiJnkEtS5AxySYqcQS5JkTPIJSlyBrkkRc4glwBP8aqYGeQS4CleFTODXJIiZ5BL\n",
717 "UuQMckmKnEEuSZHzpFmKyq5du3jxxRc57LDDWLZsWdHdkbqCI3JFY//+/Rx//AmsXHkhy5efyNjY\n",
718 "2JTba78E5Clp5yJMwyyVDm167d+2OzkiVzSq1SqvvvoqL7ywnQULjmfv3r1Tbq/9EpCnpJ2L2jTM\n",
719 "UtNr/7bdyRG5JEVurkF+IbAV+C/gmrl3R5KU1VyCfD7wGUKYnwa8Hzg1j07pYJVKpeguRGRqnVd5\n",
720 "mvrTeLX9Es3arKd3zlyC/GxgO7AT2Ad8Cbg4hz6pCYM8i1qddx8edp+32k/j7QYm90vAdQe11dbV\n",
721 "fnMJ8p8CnqxbfyppkyR10FyC3KGOClBlcPBXePnlZ5g3z331EoQ5Ra06Bxgh1MgB1gH7gRvqttkO\n",
722 "nDSH55CkfrQDeF0nnmggebLlwKHAw7izU5KicxHwPcLIe13BfZEkSZIE8B7gceBV4MyG29YRDh7a\n",
723 "Cryjw/3qBSOE2UGbk8uFM26t6XggW752Ao8QXpPfLbYr0fk8MA48Wtc2BGwEtgEbgMUF9ItTgBXA\n",
724 "/UwN8tMIdfRDCHX17XiKgKyuAz5SdCciN5/w2ltOeC26b2fufkAIH2X3VmAlU4P8RuBjyfI1wPWz\n",
725 "PUg7gnQr4ZOk0cXAHYSjNHYS3kxnt+H5e52HKs6NB7K1h6/L1nwTaDxyahUwmiyPAqtne5BOjoh/\n",
726 "klAWqPEAotZcDWwBbqWgr1yR80C2/FWB+4CHgCsK7ksvGCaUW0iuh2e7Q6unsd0ILGnSfi1wT4bH\n",
727 "8aCig033t/0D4Cbgj5L1Pwb+DLi8Q/3qFb7m8vcWYBdwLOH1u5Uw0tTcVUnxmm01yC9o4T4/BOp/\n",
728 "0uW4pE1Tpf3b3kK2D00Fja/DZUz9pqjsdiXXzwB3EcpXBnnrxgmDuTFgKfD0bHdod2mlvm62Hngf\n",
729 "4eChE4GTcQ93Vkvrlt/N1B0kSuchwmtvOeG1+F7Ca1OtORJYmCwvIMxG83U5N+uBNcnyGuDuIjrx\n",
730 "bkIN8iXCJ8rX6m67lrCjaSvwS53vWvS+QJjmtYXwnztr7UxNeSBbfk4kzPx5GHgM/55Z3QH8D7CX\n",
731 "kJuXEWYA3UfB0w8lSZIkSZIkSZIkSZIkSZIkSZIktcn/A4eK9UXawRDUAAAAAElFTkSuQmCC\n"
798 "iVBORw0KGgoAAAANSUhEUgAAAlEAAAGLCAYAAADnMccKAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n",
799 "AAALEgAACxIB0t1+/AAAGsJJREFUeJzt3X2QndddH/DvsUQs5cXIRoCNA9mGGIR5Dy9KiBMnMmnq\n",
800 "BAbamjOdYIOBafEMGd4MocEGUrAbG1Sgw7sLwWAI5bhT6tC0abCN4rQlSjEhmVAbG1yRRHgTYgsp\n",
801 "xEKOlKd/3LvmeiOvdo/26t6VPp9/ds9znufe32rvaL/znHOeU4ZhCAAAa3PWrAsAANiIhCgAgA5C\n",
802 "FABAByEKAKCDEAUA0EGIAgDoIEQBAHQQogAAOghRsIGVUraMv5ZSyq5Z1zMPSinnllK+atZ1AKc/\n",
803 "IQo2oFLKV5ZS3pPkQClla5IfTPIXp+i9P7eUclMp5d+XUv6glPIVp+J9n6KWraWUXy6lvHjp2DAM\n",
804 "B5K8opTyvFnVtRrHq32i77NLKb9SSvmuUsqvllIWTrYPWH9CFMypUsofl1JecZzjm5Jcn+Tnkrwo\n",
805 "yRcleWwYhvefgprOSnJtktcNw/A9SX4zydtKKdun/d7HqeU7k7w+yRVJyrLun0zyE6e6ptU6Qe1J\n",
806 "cluS24Zh+IUkv5rkd9ahD1hnQhTMoXEo+fKM/sgu97IkvzgMw68Ow/AnSb4/ya+fotIuSvI1ST5r\n",
807 "3P6dJM9I8o2n6P2fMAzDrwzD8ENJPnqcvseT3F9KedFaX7eUcnYp5UdKKftLKfeVUspE36tLKfeX\n",
808 "Un6/lPJPp1F7KeXzknzpMAz/c3zuO5N8finlczr7ntNbJ7AyIQrm08VJfiPJPy+lPG1Z38uS/GGS\n",
809 "lFLOS/IpwzB87BTV9XdJnp3kgiQZhuHo+Ni5p+j91+ItSV691ouGYTiS0Z2s25JcmImAOAzDm5L8\n",
810 "xjAMXz8Mw++tV6HLfEmSDyw79sGM7jr29H3NFGoEIkTBvPqKJD+S5ONJXrms7+xhGD4+/v5lSd59\n",
811 "qooahmH/MAzbh2H442Q0ByfJeUn+6FTVsAbvSfLCzmtfnOSOjIbEfnBZ3ydOpqhV+Iwkh5cdeyzJ\n",
812 "+Uk+vaPvM6dQI5Bk86wLAI7r3GEY9pdS3pTkqiT/JUlKKV+Q5P9OnPeFSf58+cWllG9J8vnDMFw3\n",
813 "bv/LJOcPw/ATE+dsS/LTOf6cnEk/MwzDe5+i77uSvGVpCOl4SinfkeS7M7p7tX1c7+NJXj4Mw4fX\n",
814 "sZYnGYbh4+PJ25uGYTi2mmsmfFWSmzK6k/OXpZQXD8PwjlLKjiz7955C7edm9O8z6fEkz0qytbMP\n",
815 "mAIhCubM+LEFS38MfzPJO0spnzkMw4eS/OMkbeL07UnedZyX+Wfja5d8U5KfnzxhGIa/TfLtJ1Hn\n",
816 "FyV5RZLLVjjnRzO6Q/L8jELGHyV5zTAMe9ezlhUsDTV+ZI3XbRqGYUjygVLK7yR5bZJ3ZHTn77cn\n",
817 "T5xC7Z80TyrJ05M8muMHtdX0AVNgOA/mz2VJ7kmSYRjeneT+JNeM+549DMPDE+c+LcnRyYvHq/cu\n",
818 "SXLXuL0lyQsynke1Hkopz8roTs0rh2E47h/p8V2zK5N8zzAMx8bzp/YlOZUTnR/PGv+fK6V8ZpLF\n",
819 "iUM/leTyUsrFGd0hPLSO9R3Pw0meuezYM8Y1LXb0fWgKNQJxJwrm0aXDMLx2ov2LSf5tKeWX8snD\n",
820 "NY8k2bbs2FckeWgYhoPj9ouTvC/Jx0op5y2FnlLKuUn+XfqGoW7K6I7Sw+PVa/9iGIbly+lfleRt\n",
821 "wzB8Yvx+mzMaJvu+5W9wkrWs5FMz+jdai8uSvG2pMQzD+0opb83osRL3Lj95CrW/M6PJ+0uvvzmj\n",
822 "4Pm+JB/r7AOmQIiCOVBKOSej0PFQkr9e1v3GJD+U5Pcy+mM96QMZTUSe9LXj11ny6ozubO0av/aj\n",
823 "yRMPpVzzMFQp5bUZzRXaMZ4j9DkZ3T1JKeUrk5wzDMPdSf4m41V8Y9+V5JeHYfjg8tfsrWWyrKc4\n",
824 "PkzOh1pW31N57ngV3qSfTLIno2dzLX+Dda19GIYPlFL+Xyll53jY8+VJ/mQYhvvHP0NXH7D+hCiY\n",
825 "Dy/MaK7Ngxk9H+oJ4wnS35Nkd8ZDdBPuSfIDy45dluRYKeXqJJ+S5O7xsc8bhuHOkylyPER3Y5JN\n",
826 "kyVmNME9Sb45o3lDX5bRIwLeMJ7U/swkHxmG4baTef9ltXxrksuTfHaSnymlvCPJDyytXBw/rfvP\n",
827 "ll326ozC5Jcd5/Wen9Gw6TeUUs4ahuHHn/gBh+GeUsp/T7J3+XXTqD3JtyS5vpTygozuLH7zxOW9\n",
828 "fcA6K6O5k8CsjR+W+KGJYbjVXnfnMAxfO/5+S5L9Ga3E+/jKV05HKeU7hmH4tVm897I6viXJJ4Zh\n",
829 "+K1lx+eiPmDjW9WdqFrr1yX5vNbaT9daL05yS5JjGU94ba1JYnCShmF4oPPSVkp5+TAMf5DRhPI/\n",
830 "nVWAGvvUGb73pMszejzEcvNSH7DBnXDVSq31mUle2Fr76fGh3UmuaK1dmuSBjFbfALPzxiTfON7X\n",
831 "7oszfqbULJRSXpXkpIYM16mOf5LkzeMVgZPH56I+4PSwmjtRNyS5qNb6n5L8WJLHWmtLy39vS3Lz\n",
832 "+CswA8MwHC2l3JDkW4dh+JkZ1/KWWb5/8sRquX80DMMvLe+bh/qA08eKd6JqrRcl2dRae1WS12T0\n",
833 "sL7J5cKPZLTlAzBDwzA8PAzDqdqEeK4Nw3DgeAEKYL2d6E7U5Un+c5K01hZrrR9J8mkT/duzwtNw\n",
834 "77rrLnOlAIAN47LLLjvRM9+ecKIQ9UhGy4H/sNb6rIw2uTxYa72gtfZwRpM2V5xfsJZiOLPVWl/f\n",
835 "Wnv9rOtg/vmssBY+L6zWWm/+nChE/cckv1RrvWfcfl1Ge1DdXms9luS+1trutZcJALCxrRiiWmvH\n",
836 "kvyr43RdMp1yAAA2BhsQAwB0EKIAADoIUcyTPbMugA1jz6wLYEPZM+sCOD1Nde+8u+66a7A6DwDY\n",
837 "CNaaW9yJAgDoIEQBAHQQogAAOghRAAAdhCgAgA5CFABAByEKAKCDEAUA0EGIAgDoIEQBAHQQogAA\n",
838 "OghRAAAdhCgAgA5CFABAByEKAKCDEAUA0EGIAgDoIEQBAHQQogAAOghRAAAdhCgAgA6bZ10AwOli\n",
839 "74P7b108dGRhqX3+OWfv23nRhVfPriJgmoQogHWyeOjIwg1377t0qX39roUZVgNMm+E8AIAOQhQA\n",
840 "QAchCgCggxAFANBBiAIA6CBEAQB0EKIAADoIUQAAHYQoAIAOnlgOMGO2i4GNSYgCmDHbxcDGZDgP\n",
841 "AKCDEAUA0EGIAgDoIEQBAHQwsRxgzmzbunnHHfc+tCexUg/mmRAFMGcOHD665cbxaj0r9WB+Gc4D\n",
842 "AOggRAEAdBCiAAA6CFEAAB1MLAeYgcn98jadVXbMuBygwwlDVK310STvGTffmuT3k9yS5FiS+5Nc\n",
843 "01obplYhwGlocr+863YtHJx1PcDareZO1N7W2uVLjVrrf0tyRWttsdZ6bZIrk9w2rQIBAObRakLU\n",
844 "F9da70ny8STfnuSx1triuO+2JDdHiAIAzjCrmVj+3NbaS5K8LsmtSR6Z6HskyXlTqAsAYK6dMES1\n",
845 "1h4ff31XkseTfNpE9/Ykj06nNACA+bViiKq17qy1XjH+/vlJ9ifZUmu9YHzKVUnunG6JAADz50Rz\n",
846 "ou5L8sO11tdkdMfpmoyG726vtR5Lcl9rbfeUawQAmDsrhqjW2qEk37Ds8IeTXDK1igAANgBPLAcA\n",
847 "6CBEAQB0sO0LwJRs27p5xx33PrQnSc4/5+x9Oy+68OrZVgSsJyEKYEoOHD665cbx1i7X71qYcTXA\n",
848 "ejOcBwDQQYgCAOggRAEAdBCiAAA6mFgOcApMrtRLkk1nlR0zLAdYB0IUwCkwuVIvSa7btXBwlvUA\n",
849 "J89wHgBAByEKAKCDEAUA0EGIAgDoYGI5wBxbvqrPHnwwP4QogDm2fFWfPfhgfhjOAwDoIEQBAHQQ\n",
850 "ogAAOghRAAAdhCgAgA5CFABAByEKAKCDEAUA0EGIAgDo4InlABvU3gf337p46MjCUtuWMHBqCVEA\n",
851 "G9TioSMLN9gSBmbGcB4AQAchCgCggxAFANBBiAIA6GBiOcAGsm3r5h133PvQniTZdFbZMeNy4Iwm\n",
852 "RAFsIAcOH91y43hF3nW7Fg7Ouh44kxnOAwDoIEQBAHQQogAAOghRAAAdhCgAgA5CFABAByEKAKCD\n",
853 "EAUA0EGIAgDoIEQBAHQQogAAOghRAAAdhCgAgA5CFABAByEKAKCDEAUA0EGIAgDosHk1J9Van5Pk\n",
854 "niTflOTvktyS5FiS+5Nc01obplYhAMAcOuGdqFrrWUlel+RNSUqS3UmuaK1dmuSBJFdOtUIAgDm0\n",
855 "muG8a5P8SpK/H5//WGttcdx3W5JdU6oNAGBurRiiaq1fnaS01t49cf6jE6c8kuS8KdUGADC3TjQn\n",
856 "aleSr6m1vjDJjiSvSvL+if7teXKoAgA4I6wYolprNy19X2v9sSRvTfKjtdYLWmsPJ7kqyZ3TLREA\n",
857 "YP6sanXeMtcmub3WeizJfa213etcEwDA3Ft1iGqt/ZuJ5iVTqAUAYMPwsE0AgA5CFABAByEKAKCD\n",
858 "EAUA0EGIAgDoIEQBAHQQogAAOghRAAAdhCgAgA5CFABAByEKAKCDEAUA0EGIAgDosHnWBQAwHXsf\n",
859 "3H/r4qEjC0ly/jln79t50YVXz7YiOL0IUQCnqcVDRxZuuHvfpUly/a6FGVcDpx/DeQAAHYQoAIAO\n",
860 "QhQAQAchCgCggxAFANBBiAIA6CBEAQB0EKIAADoIUQAAHYQoAIAOtn0BOE1s27p5xx33PrRnqb3p\n",
861 "rLJjhuXAaU+IAjhNHDh8dMuN473ykuS6XQsHZ1kPnO4M5wEAdBCiAAA6CFEAAB3MiQI4CXsf3H/r\n",
862 "4qEjC8l8T+RePun8/HPO3rfzoguvnl1FsPEJUQAnYfHQkYUbxpO553ki9/JJ59fvWphhNXB6MJwH\n",
863 "ANBBiAIA6CBEAQB0EKIAADqYWA6wBpOr8ZL5XpHXa/JntIoPnpoQBbAGk6vxkvlekddr8me0ig+e\n",
864 "muE8AIAOQhQAQAchCgCggxAFANDBxHKAFZwJq/GAPkIUwArOhNV4QB/DeQAAHYQoAIAOQhQAQAch\n",
865 "CgCggxAFANBhxdV5tdbNSX4tyfOSPJbku5OUJLckOZbk/iTXtNaGKdcJADBXTnQn6hlJ3thae1GS\n",
866 "b0/yw0l2J7mitXZpkgeSXDndEgEA5s+Kd6JaaweTvH3cXEjy4SRbWmuL42O3Jbl5/BUA4Iyxqodt\n",
867 "1lr/R0ZDei9O8vqJrkeSnLf+ZQEAzLdVTSxvrb0iyeVJfj5PDk3bkzw6hboAAObaiiGq1vrCWutL\n",
868 "xs2PJHl6ki211gvGx65KcucU6wMAmEsnGs77yyRvrLW+PqNVef86ycEkt9dajyW5r7W2e7olAgDM\n",
869 "nxNNLP9wkq87Ttcl0ykHAGBj8LBNAIAOQhQAQIdVPeIAgNPX3gf337p46MjCUnvTWWXHDMuBDUOI\n",
870 "AjjDLR46snDD3fsuXWpft2vh4CzrgY3CcB4AQAchCgCggxAFANBBiAIA6CBEAQB0EKIAADoIUQAA\n",
871 "HYQoAIAOQhQAQAchCgCgg21fgDPS5H5x559z9r6dF1149WwrAjYaIQo4I03uF3f9roUZVwNsRIbz\n",
872 "AAA6CFEAAB2EKACADkIUAEAHIQoAoIMQBQDQQYgCAOggRAEAdBCiAAA6eGI5cMbbtnXzjjvufWjP\n",
873 "Uts2MMBqCFHAGe/A4aNbbhxvAZPYBgZYHcN5AAAdhCgAgA5CFABAByEKAKCDieUAy0yu1tt0Vtkx\n",
874 "43KAOSVEASwzuVrvul0LB2ddDzCfDOcBAHQQogAAOghRAAAdhCgAgA5CFABAByEKAKCDEAUA0EGI\n",
875 "AgDoIEQBAHTwxHKAM5CtbeDkCVEAZyBb28DJM5wHANBBiAIA6CBEAQB0EKIAADqYWA5Al70P7r91\n",
876 "8dCRhaX2+eecvW/nRRdePbuK4NQSogDosnjoyMIN4xV+SXL9roUZVgOn3oohqtZ6VpJfSPKFGQ39\n",
877 "/UiSDyW5JcmxJPcnuaa1Nky5TgCAuXKiOVFfkuSB1tpLkrwqyeuS7E5yRWvt0iQPJLlyuiUCAMyf\n",
878 "Fe9Etdb+NMmfjptPT/K3SUprbXF87LYkN4+/AgCcMVa1Oq/Wel6S/5DkZ5McmOh6JMl5U6gLAGCu\n",
879 "nXBiea31M5K8Mcn3Jflgku+f6N6e5NHplAbAvJlckWfPPc50K96JqrV+VpJbk7ymtfZga+1wkq21\n",
880 "1gvGp1yV5M7plgjAvFhakXfD3fsuPfqJYcus64FZOtGdqGuTPCfJr9dak9Fdp2uT3F5rPZbkvtba\n",
881 "7umWCAAwf040sfzajELTcpdMpxwAgI3Bti8AAB2EKACADrZ9AeApbdu6eccd9z60Z6ltRR78AyEK\n",
882 "gKd04PDRLTdO7I933a6Fg7OsB+aJ4TwAgA5CFABAByEKAKCDEAUA0EGIAgDoIEQBAHQQogAAOghR\n",
883 "AAAdhCgAgA6eWA6ctvY+uP/WxUNHFpLk/HPO3rfzoguvnm1FwOlEiAJOW4uHjizcMN6y5PpdCzOu\n",
884 "BjjdGM4DAOggRAEAdBCiAAA6CFEAAB1MLAdgXWzbunnHHfc+tGepbUUkpzshCoB1ceDw0S03jldD\n",
885 "JlZEcvoznAcA0EGIAgDoIEQBAHQQogAAOghRAAAdhCgAgA5CFABAByEKAKCDEAUA0EGIAgDoIEQB\n",
886 "AHQQogAAOghRAAAdhCgAgA5CFABAh82zLgBgvex9cP+ti4eOLCy1N51VdsywHOA0J0QBp43FQ0cW\n",
887 "brh736VL7et2LRycZT3A6c1wHgBAByEKAKCDEAUA0EGIAgDoIEQBAHQQogAAOghRAAAdhCgAgA5C\n",
888 "FABAByEKAKCDbV+AM8K2rZt33HHvQ3uW2vbVA07WCUNUrXVbkjcleXtr7eZa68VJbklyLMn9Sa5p\n",
889 "rQ3TLRPg5Bw4fHTLjfbVA9bRaobzbkrylon27iRXtNYuTfJAkiunURgAwDw7YYhqrV2T5H1JUmvd\n",
890 "muSx1triuPu2JLumVx4AwHxa68Tyc5M8OtF+JMl561cOAMDGsNaJ5Qfy5NC0PU8OVQBTtffB/bcu\n",
891 "HjqysNQ+/5yz9+286MKrZ1cRT2VyMr/fE6ejNYWo1trhWuvWWusFrbWHk1yV5M7plAbwyRYPHVm4\n",
892 "YWKC+PW7FmZYDSuZnMzv98TpaC0hamkF3rVJbq+1HktyX2tt9/qXBQAw31YVolprb0/y9vH39ye5\n",
893 "ZJpFAQDMO08sBwDoIEQBAHSw7QuwoU2uALOVC3AqCVHAhja5AsxWLsCpZDgPAKCDEAUA0EGIAgDo\n",
894 "IEQBAHQQogAAOghRAAAdhCgAgA5CFABAByEKAKCDEAUA0EGIAgDoIEQBAHQQogAAOghRAAAdhCgA\n",
895 "gA6bZ10AwEr2Prj/1sVDRxaW2pvOKjtmWA7AE4QoYK4tHjqycMPd+y5dal+3a+HgLOsBWGI4DwCg\n",
896 "gxAFANBBiAIA6CBEAQB0MLEcmLnlK/DOP+fsfTsvuvDq2VXEetu2dfOOO+59aM9Se6Xf8eTnwWeB\n",
897 "eSZEATO3fAXe9bsWZlgN03Dg8NEtN67ydzz5efBZYJ4ZzgMA6CBEAQB0EKIAADoIUQAAHUwsB+CU\n",
898 "m1ytt9IKvLWs6oNTTYgC4JSbXK230gq8tazqg1PNcB4AQAchCgCggxAFANBBiAIA6GBiOQAbxmpX\n",
899 "9S1nf0amQYgCYMNY7aq+5ezPyDQYzgMA6CBEAQB0EKIAADqYEwWcEmuZ2Ds5eXjTWWXHKSkQYI2E\n",
900 "KOCUWMvE3snJw9ftWjg4/eoA1s5wHgBAByEKAKCDEAUA0MGcKGDVDhw4sDXJxROHPn7uuee+d1b1\n",
901 "AMySEMXcqLW+tLW2Z9Z1sKKFO/7sb+58919/9Owk+fov2P7+Z33ksXcurbo7/1lPe/biRx//4NLJ\n",
902 "ttZgNSZXYyarX5G5/LrJz9vkatC/P/zYtmc84xnnr2fNkAhRzJeXJtkz4xo4gfv/5mPlf//Vwa1J\n",
903 "svNzzjnyscePPbHq7rpdCwdvvHvf5y6da2sNVmNyNWay+hWZy6+b/LwtXw1qlSfT0B2iaq0/leQF\n",
904 "Gc2r+v7W2t51qwoAYM51TSyvtb4iySdaay9O8sokP7muVQEAzLne1XkvS/JbSdJaO5jkz2qtz1m3\n",
905 "qgAA5lzvcN55SR6ZaH9kfOyvTroiYK699LnnPvZZ55z90SR53qc9/WkPHzoy65IAZqIMw7Dmi2qt\n",
906 "NyV5U2vtveP2Lya5qbX2/snz7rrrrrW/OADAjFx22WVltef23om6K8k3J3lvrXVbkouXB6i1FgIA\n",
907 "sJF0zYlqrf1BktRa35HkLUl+cD2LAgCYd13DeQAAZzp75wEAdBCiAAA6CFEAAB2mtnderfUlSX43\n",
908 "yZe21j48Pva9Sb4po/D2htbam6f1/mxMtdarM1qo8OHxoe9trb1ndhUxb2w5xVrUWh9NsvR/yFtb\n",
909 "azfPsh7my/gJA29K8vbW2s211ouT3JLkWJL7k1zTWnvKyeNTCVG11s9O8m1J7k5Sxsd2JHlBa+1F\n",
910 "tdbNSe6utb6ttfb306iBDWtI8uOttd+ddSHMn8ktp2qtn5rkzUkuPcFlnNn2ttYun3URzK2bMnrK\n",
911 "wDPH7d1JrmitLdZar01yZZLbnuriqQzntdY+0Fr7tiSPZ/RHMUlemuS3x/1Hk/zXJDun8f5seD9Q\n",
912 "a31XrXX3rAth7thyirX64lrrPbXWu2qtz551McyX1to1Sd6XJLXWrUkea60tjrtvS7JrpetP6k5U\n",
913 "rfXzk/zsssMfaq1dfZzTz0vy3on20lYxnIGe6rOT5Dtba78xPufnaq0vX3ouGcSWU6zdc1trj9da\n",
914 "vzrJG5JcNeuCmFvnJnl0ov1ITpBTTipEtdb+PMlqb5M+mmT7RPvTk/zFybw/G9cqPzu/l+TLkwhR\n",
915 "LFn6f+Svx+3teXKogidprT0+/vquWuv2E53PGe1AnhyatufJoeqTnIrVeUtbv9yd5NVJUmv9lCSv\n",
916 "TGJCKE9Sa31trfUzxs2vS3LvLOth7ixtObU0IfS4W05BktRad9Zarxh///z8Q/iGT9JaO5xka631\n",
917 "gvGhq5LcudI1pyJEDUnSWnsgyR/VWv9XknuS/FRrzfbvLPd/kry51vr2JI+21vbMuB7miC2nWKP7\n",
918 "klxVa92T5Pokr5ttOcyxpfnb1ya5ffw36Hmttd9e6SLbvgAAdPCwTQCADkIUAEAHIQoAoIMQBQDQ\n",
919 "QYgCAOggRAEAdBCiAAA6CFEAAB2EKACADv8fn0xUCxJB1sMAAAAASUVORK5CYII=\n"
732 920 ]
733 921 },
734 922 "metadata": {},
@@ -737,96 +925,132 b''
737 925 {
738 926 "data": {
739 927 "image/png": [
740 "iVBORw0KGgoAAAANSUhEUgAAAXcAAAENCAYAAAD0eSVZAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n",
741 "AAALEgAACxIB0t1+/AAAE3lJREFUeJzt3X2UXOVBx/HvkE2AQJZ0S00CpCZNGyHYVmIDVEEGBExr\n",
742 "TwjHU160GFqKx9PSUvW0JKBlfSlStGp7tPQIpSdUCaZa3qStCSmjPYq8CAkvIQ2JRgltFoSk2R6j\n",
743 "hDL+8dzJ3pmd3Z258/7M93POnNx79748XO7+9pnnPve5IEmSJEmSJEmSJEmSJEmSJEmSJElSD1jY\n",
744 "6QK02DxgZqcLIdXqsE4XQD1rGbAFuJkQ7Kd3tjgt9xLwqU4XQqpVrtMFUNf7EvDPwFcrlt8MfB14\n",
745 "FFgDXNOi468ElgCvAy9UKUcr/DKhpn4qcBdwZ7J8GXAScHsbyjCRico20Xmqd7mkPvEQ8LWKZScD\n",
746 "70mm3wl8rEXHPgb4t4qyHNuiY5W8lbH/nmOBvZQ3OdUT7KcRAng3MJAsm0MI5L8HfqYJZVtA9fP0\n",
747 "xjqXt/q8qs1sltFkpgEPAOcAR6SW54FvJ9PvS003288BW1PzW4CzW3SskpMZa375b2AH8NOpn79E\n",
748 "CNlaPAx8C9gO/FKybIQQ7O8H/qUJZVtG9fN0Tp3LW31e1WYDU6+iPnYysAn4KUJN/a5k+ZHA/yXT\n",
749 "y4Ab6tzvW4ArJ/n5vwL3ACcA+1LL9wFvq/NY9R7zG4x9K8kRmkB2pNbbQgj7HUztMOAg8AXgk8Df\n",
750 "JMuPAg40qWzPAe+m+nl6pc7liojhrsmcSmiLvRO4lBDuhwOvptaZCRRT89OAfwTOSOa/DPwh5WH4\n",
751 "74R2+qnMBv43Nf8qcPQE6y4G/gB4E/AuoADcT7hnUM8xDwJPJ9O/CDwGbE79fG9yrFosTbZ/GviT\n",
752 "ZP5xys9XM8r2Xqqfp2KdyxURm2U0maMJNfR7gfOBHyME/sOpdaZVbPNu4D+T6VwyX0stt5pRym/6\n",
753 "H0modVYaIoT4rxKaFzYBH2As2LOYDVye7CftADCjxn28A3iScNPyi4T28p8AvttAuaqVbT/Vz9NE\n",
754 "56/W86oeZs1dEzkG+J9kepTQdnwV8DLwF6n1XqvYbjnwD8n0KcBTVfZdazPETkItvORYQs230keT\n",
755 "MpVqo4enyl7vMSEE32rgw8APgR9n7A/WMdQehOnK062EP3Jbgc83uWyV5+mNhPO0r8blE51XSRE5\n",
756 "mtAD5tcp70GxFPgB49vX11L+lf5R4CeT6d8Bfg1YkbEsR1H+x2EL4dsDhDbiUnjeROiiCOE+wR9n\n",
757 "PF7Jxwnt6nMJ31TOSv3sKuDnU/PpcqRNJ3yTSPsSod282WWbSfXzNNH5m+y8SorU+YRmhM9U+dlf\n",
758 "E2qMaR8i9MCA0N49AlxLaAf+LeA64NwGynMZ8NvAp4FfSS1/lvAtAUJXxasJPVKuprFvpGcAPyKc\n",
759 "g9eT6eNTP7+V8p5D6XKULCM8A/BXFdsuoba29Sxlm+g81btcfeI2wi9r+q/8HxEu6C2EC/iY1M/W\n",
760 "EO7ebyOEhHrTnDrWnU24kQmhDbjaH4VWmAGc2aZjlRxBuDHa6XJIDTuT8e2m5zH2NfTG5AOhVrKZ\n",
761 "8HV0AaF90Ru2/eEThCacL1DeJ7yVLmb8zdxWu5xwQ7TT5ZCaYgHVb4oBXEj46gnjH0H/FvGPN6Ig\n",
762 "x+Q3BGMwH7ig04WQatVob5kPAeuS6eMId/VLdlPe3qh4FYFbOl2IFns++Ug9oZFmk+sIDz/cMck6\n",
763 "lQ9rSJLaIGvN/XJCb4h0l7AXCF9dS05IlpVZtGhRcefOnRkPK0l9aye1j2uUqea+nDBOxgWUP8J8\n",
764 "L3AJoffAQkL/30fGlW7nTorFop8mfa6//vqOlyGmj+fT89mtH2BRPUE9Vc19HeEhiWMJ7Y3XE26c\n",
765 "zgA2Jus8BHyE8OTd+uTf15JlNstIUgdMFe6XVll22yTr30D9IwRKkprMfug9Lp/Pd7oIUfF8Npfn\n",
766 "s3M68Zq9YtJ+JEmqUS6Xgzoy25q7JEXIcJekCBnukhQhw12SImS4S1KEDHf1jcHBIXK53KHP4OBQ\n",
767 "p4sktYxdIdU3Qley9LWXw2tRvcKukJIkw12SYmS4S1KEDHdpEt6EVa/yhqr6RpYbqt6EVbfwhqqU\n",
768 "qKx1S/3EmruiVa3Wbc1dvcqauyTJcJekGBnukhQhw12SImS4S1KEDHdJipDhLjWgsi+9T7GqW9jP\n",
769 "XdFqRz/38T+vbb9SveznLkky3CUpRoa7JEXIcJdSHGxMsZgq3G8DRoCnUsuGgI3AdmADMDv1szXA\n",
770 "c8A24PzmFVNqj9HRvYQbpKWP1JumCvevAMsrlq0mhPtiYFMyD7AEuDj5dznwxRr2L3XQwLhujFIs\n",
771 "pgrf7wB7K5atANYm02uBlcn0BcA64CCwC9gBnNqUUkot8RrltXRr6opHlpr1HEJTDcm/c5Lp44Dd\n",
772 "qfV2A8dnL5okKatGm02mqu5YFZKkDhjIsM0IMBfYA8wDXkyWvwDMT613QrJsnOHh4UPT+XyefD6f\n",
773 "oRiSFK9CoUChUMi8fS13kBYA9wFvT+ZvAl4GPku4mTo7+XcJcAehnf144AHgrYyvvTv8gNqiluEH\n",
774 "qg0dUM+QBQ4/oHapd/iBqWru64CzgGOB54FPAzcC64ErCDdOL0rW3Zos30q4U/URbJaRpI5w4DBF\n",
775 "y5q7YuLAYZIkw12SYmS4S1KEDHdJipDhLkkRMtzVEyqH4vU9pdLk7AqpnjDVu0xr3caukOpVzX6I\n",
776 "SVKZAYcGVk8w3KW6lIYJLjHo1Z1sc5ekCBnukhQhw12SImS4S1KEDHdJipDhLkkRMtwlKUKGuyRF\n",
777 "yHCXpAj5hKp6VOUwANOBg50qjNR1DHf1qGrDAFQbBEzqTzbLSFKEDHdJipDhLkkRMtwlKUKGuyRF\n",
778 "yHCXpAgZ7pIUIcNdkiJkuEtShBoJ9zXAM8BTwB3A4cAQsBHYDmwAZjdaQElS/bKG+wLgSmAp8HZg\n",
779 "GnAJsJoQ7ouBTcm8JKnNsob7fsIoTTMJ49PMBL4HrADWJuusBVY2WkCp1w0ODpHL5Q59BgeHOl0k\n",
780 "9YGs4f4K8Dngvwihvo9QY58DjCTrjCTzUl8bHd1LGNQsfMK81FpZR4VcBHyC0DzzA+BrwAcq1ild\n",
781 "zeMMDw8fms7n8+Tz+YzFkKQ4FQoFCoVC5u2zjol6MXAe8OFk/jLgdOAc4GxgDzAPeBA4sWLbYrFY\n",
782 "NfOlCYWx2ycb4neiIX9bvU31faSv8Wpl93dA9UreX1BzZmdtltlGCPMjk4OdC2wF7gNWJeusAu7O\n",
783 "uH9JUgOyNstsAW4HHgNeBx4H/hKYBawHrgB2ARc1XkRJUr068aoam2VUN5tl1O/a1SwjSepihrsk\n",
784 "Rchwl6QIGe6SFCHDXZIiZLhLUoQMd0mKkOEuSREy3CUpQoa7JEXIcJekCBnukhQhw12SImS4S1KE\n",
785 "DHdJilDWl3VImtBAaextqWMMd6npXmP8Cz2k9rJZRpIiZLhLUoQMd0mKkOEuSREy3CUpQoa7JEXI\n",
786 "cJekCBnukhQhw12SImS4S1KEDHd1pcHBIXK53KGPpPo0Eu6zgb8FngW2AqcBQ8BGYDuwIVlHqtvo\n",
787 "6F7C+CylT0wGyv5w5XI5BgeHOl0oRaaRcP888A3gJOAdwDZgNSHcFwObknlJZUoDi419wh8zqXmy\n",
788 "ft89BngCeEvF8m3AWcAIMBcoACdWrFMsFmOriakeg4NDZWE2a9Yb2L//lbJ1QlNM5ciK9cy3a5vm\n",
789 "HdffC00maZ6sObOz1twXAi8BXwEeB24BjgLmEIKd5N85GfeviFU2uVhrlZov63juA8BS4CrgUeDP\n",
790 "GN8EM2Fj6fDw8KHpfD5PPp/PWAxJilOhUKBQKGTePmuzzFzgIUINHuAMYA2hmeZsYA8wD3gQm2VU\n",
791 "oVqTS+U1YbOMVK5dzTJ7gOcJN04BzgWeAe4DViXLVgF3Z9y/+sr43iOSGtPIb9E7gVuBGcBO4IPA\n",
792 "NGA98GZgF3ARsK9iO2vufW7qWnm1Zdbc1d/qrbl3oopkuPc5w73aNtMJXSSDaj2I1N/qDXdfkC11\n",
793 "hfKXao+O2jSlxjj8gCRFyHCXpAgZ7pIUIcNdkiJkuEtShAx3SYqQ4S5JETLcJSlChrskRchwl6QI\n",
794 "Ge6SFCHDXepKA75AWw1x4DCpKzmQmBpjzV0tNzg45Is4pDaz5q6WG3shdokBL7WaNXdJipDhLkkR\n",
795 "MtwlKUKGu9QT7Bqp+nhDVeoJdo1Ufay5S1KEDHdJipDhLkkRMtwlKUKGuyRFyHCXpAgZ7pIUoUbD\n",
796 "fRrwBHBfMj8EbAS2AxuA2Q3uX5KUQaPhfjWwlbGnK1YTwn0xsCmZlyS1WSPhfgLwXuBWxsZwXQGs\n",
797 "TabXAisb2L8kKaNGwv1PgU8Cr6eWzQFGkumRZF6S1GZZx5Z5H/Aiob09P8E6Rcrf0HDI8PDwoel8\n",
798 "Pk8+P9EuJKk/FQoFCoVC5u2zjj50A3AZYTSjI4BB4OvAMkLY7wHmAQ8CJ1ZsWywWq2a+IhVerVf5\n",
799 "JqbJ5mtZpxX76K3j+nvUX5JXVNac2VmbZa4F5gMLgUuAbxPC/l5gVbLOKuDujPtXj6h8P6pD0Urd\n",
800 "oVlD/paqEDcC64ErgF3ARU3av7pU5ftRHYpW6g6d+E20WSYi45tcphNa6yrF2zzSmeOOP8+zZr2B\n",
801 "/ftfQXGqt1nGl3WoycpfKhFYm2++8efZb01Kc/gBSYqQ4S5JETLcJSlChrskRchwl6QIGe6SFCHD\n",
802 "XZIiZLhLUoQMd0mKkOEuRWPAQdx0iMMPSNEoH5LA4Qj6mzV3SYqQ4S5JETLcJSlChrskRchwl6Jl\n",
803 "75l+Zm8ZKVr2nuln1twlKUKGuyRFyHCXpAgZ7pIUIcNdkiJkuEtShAx3SYqQ4a66DA4OlT0YI6k7\n",
804 "+RCT6jI6upf0gzFgwEvdyJq71DccjqCfZA33+cCDwDPA08DHk+VDwEZgO7ABmN1oASU1S2k4gvAJ\n",
805 "38IUq6zhfhD4DeBk4HTgo8BJwGpCuC8GNiXzkqQ2yxrue4DNyfQPgWeB44EVwNpk+VpgZUOlkyRl\n",
806 "0ow29wXAKcDDwBxgJFk+ksxLktqs0XA/Gvg74GpgtOJnpcY9SVKbNdIVcjoh2L8K3J0sGwHmEppt\n",
807 "5gEvVttweHj40HQ+nyefzzdQDEmKT6FQoFAoZN4+ayflHKFN/WXCjdWSm5JlnyXcTJ3N+JuqxWLR\n",
808 "Cn03GhwcqtKDYjrh/nlaZT/3yeZrWacZ23jcLPvwd7F3JA8N1pzZWcP9DOCfgCcZu1rWAI8A64E3\n",
809 "A7uAi4B9Fdsa7l0qXDzdEDoe13BXpXaFeyMM9y5luPfbcQ33XlJvuPuEqiRFyHCX+lb5cAQOSRAX\n",
810 "Bw6T+lZpOIIxo6MOBBcLa+6SFCHDXZIiZLhLUoQMd0mKkOEuSREy3CUpQoZ7H/Nl11K87Ofex3zZ\n",
811 "tRQva+6SFCHDvY/YDKOpVQ5JMMPhCXqUzTJ9xGYYTa1ySILykSQdnqB3WHOXpAgZ7pIUIcM9EpXt\n",
812 "6baPSv3NNvdIjG9Pt31U6mfW3KM2YO8YNZkv+OgV1tyjVq3ng9QIX/DRK6y5S1KEDHdJipDhLkkR\n",
813 "MtwlKUKGexeo7KNeS+8Dx4lR9xiw90wXMty7wFgf9fAJ8/VtI3VOqQdN9es3S+WlFq3abyw6UeUr\n",
814 "FouGUVqoeZd3WZzqHFXbZnzIT7VOt+7D4/bOPqqvk75+s1zftWjVfrtV8g295sy2n7ukJhuwqbAL\n",
815 "tKJZZjmwDXgOuKYF+5fU1cqbadQZzQ73acCfEwJ+CXApcFKTj9EHxj/iXfnShDGFThVSqkGhyrKp\n",
816 "r++p5/1mMJVmN8ucCuwAdiXzdwIXAM82+Tg96/77v8n992+YYq3xj3hXb/uE8MuTb0rZpOYrVFlW\n",
817 "6/VdS1u/JtLscD8eeD41vxs4rcnH6Gm33HIH99zzOvCuZMljnSyOpEg1O9xtYJvC9OmHceSRTzN9\n",
818 "+n4ADh7czYEDHS6UpOg0O9xfAOan5ucTau9pO3O53KImH7fnHDiwuWJJ5VfMal85J1rndzNs04zj\n",
819 "tnIfHrd39tE9x428LX5nJw8+kBRgATAD2Iw3VCUpCu8Bvku4sbqmw2WRJEmSVK/3A88APwKWVvxs\n",
820 "DeGhp23A+W0uVwyGCfc2nkg+yztamt7kw3fNtQt4knA9PtLZovSk24AR4KnUsiFgI7Ad2ADM7kC5\n",
821 "qjoRWAw8SHm4LyG0zU8ntNXvwAHN6nU98JudLkQPm0a47hYQrkPvFTXuPwhhpGzOBE6hPNxvAj6V\n",
822 "TF8D3DjZDtoZotsIf3EqXQCsAw4S/trvIDwMpfpE3U2gxdIP3x1k7OE7NcZrMrvvAJXDw64A1ibT\n",
823 "a4GVk+2gG2rIx1HeXXI34WEo1edjwBbgy3TR17UeUe3hO6/BxhSBBwhP6V3Z4bLEYg6hqYbk3zmT\n",
824 "rdzsfu4bgblVll8L3FfHfnwYaryJzu11wM3A7yXzvw98DriiTeWKgddb8/0s8H3gTYRrdxuhNqrm\n",
825 "mHJUtmaH+3kZtql88OmEZJnK1Xpub6W+P6Sq7eE71ef7yb8vAXcRmr4M98aMECp4e4B5wIuTrdyp\n",
826 "Zpl0W9y9wCWEh54WAm/Du+v1mpeavpDymzCa2mOE624B4Tq8mHBdKpuZwKxk+ihCDzivycbdC6xK\n",
827 "plcBd3ewLGUuJLRrHiD85flm6mfXEm5obQN+of1F63m3E7qdbSH8D5+0LU5V+fBd8ywk9DjaDDyN\n",
828 "5zOLdcD3gFcJuflBQu+jB+jCrpCSJEmSJEmSJEmSJEmSJEmSJEmS+tD/AzUxDUJku6WfAAAAAElF\n",
829 "TkSuQmCC\n"
928 "iVBORw0KGgoAAAANSUhEUgAAAlYAAAGLCAYAAAAF7dxzAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n",
929 "AAALEgAACxIB0t1+/AAAG4FJREFUeJzt3X+U5lddH/D3d3chu0LiJi64MQhTMLrGqlXEBAmuTEAK\n",
930 "2FbbeE8PJHaptU2PHEUieDiJP6qbkkD80UqhUquLgVBveqqhcsrRZN2EenRtI8gBE7M2XYGVCWV3\n",
931 "3QWyzpLNt388z8TJMDObmb3zzDwzr9c5c3a+3/v9Ps8nz+7OvnPv/d7b9X0fAADO3abVLgAAYL0Q\n",
932 "rAAAGhGsAAAaEawAABoRrAAAGhGsAAAaEawAABoRrAAAGhGsYJ3pum7r8Neu67rJ1a5nLei67sKu\n",
933 "616w2nUA659gBetE13Xf1nXdnyY53nXdtiRvTPIXI3rvr+667le6rvvhrut+teu6iVG87zx1PK/r\n",
934 "upu7rvt3Xdf9Xtd1z0+Svu+PJ3l513Vfsxp1PRkL1T6rfcHPeLltwAro+96XL19j8pXkfyd5+Tzn\n",
935 "Nyf57ST/Ism3JnlBkteNsK4DSa4cfn9Fkj9chc9mU5J3JOmGx9cmOZpkx/D4qUnet9q/h8up/Wyf\n",
936 "8XLbfPny1f5LjxWMia7rdiT5liRXz9P8kiTv6Pv+V/u+/5Mkb0jy6yOq62uTfHPf9/8zSfq+/6Mk\n",
937 "X9d13XNG8f6zXJrkO5J81fD4fUmeluR7h3WdTvJA13UvWuoLd113Xtd1P9l13ZGu6+7vuq6b1fbq\n",
938 "ruse6Lruv3dd930rUfsin/Gzl9k26t8b2DAEKxgflyV5d5J/0nXdU+e0vSTJ7ydJ13UXJXlK3/df\n",
939 "GFFd35Tkk3POfSqDoDBKn0/yrCQXJ0nf948Oz10465oPJHn1Ul+47/vpJG9NcluSSzIMPMO225O8\n",
940 "u+/7f9D3/W+tUO0LfcYvWmbbqH9vYMPYstoFAE/a85P8ZJJXJXllBkN/M87r+/6Lw+9fkuTDI6zr\n",
941 "mUlOzTn3SJKvHGEN6fv+SJIdM8dd1311kouS/OGsy/40yQuX+RYvTnJnBkOKb0wyO0Q9tszXTPKk\n",
942 "al/oM96Z5G+W0TbS3xvYSAQrGB8X9n1/pOu62zOYg/PbSdJ13dcn+bNZ131Dkj+fe3PXdT+Q5Ov6\n",
943 "vr9hePxDSXb2ff9zs67ZnuQXknRz75/jF/u+/+hMXUlOz2k/neT8hW7uuu4Hk/xIBj00O4b1nk7y\n",
944 "sr7vP3MOtcz2w0k+MDMMliR933+x67ptXddt7vv+zFled64XJLk5gx6f/9N13Yv7vv9Q13W7Mufz\n",
945 "XoHaF/uMty2zDVgBghWMgeESCjP/QP5Gkj/quu4r+75/OMl3J6mzLt+R5I/neZl/PLx3xvcnefvs\n",
946 "C/q+/+sk/3yJ5X1unnNfluTYfBd3XfdTSZ6RwST7LoNemdf1fX+wQS0z7/F3k7w8yVXzNM8MsX12\n",
947 "iS+7ue/7Psknu657X5I3JflQBj2E75194QrUvthnPF94ezJtwAowxwrGw1VJ7k2Svu8/nOSBJNcN\n",
948 "257V9/2nZ1371CSPzr6567rNSa5McvfweGsGT4j9foPaPp3k6XPOPS3Jw3MvHPauXZPkR/u+PzOc\n",
949 "S3Q4SbPJ1F3XnZ9Bz9Ir+76fL0CczhJ/9nVd95VJpmadeluSV3Rdd1kGPYknl1vvnPdZqPaFPuOp\n",
950 "4ddS277k9wZoQ48VjIfdfd+/adbxO5L8267r3pkvHeo5mmT7nHPPT/JQ3/cnhscvTvKxJF/ouu6i\n",
951 "mX/Eu667MMnPZ2lDWH+UwcTrDF9jSwZB6WPz3PeqJL/b9/1js659QZIfm3vhMmtJBsHkdX3ff3r4\n",
952 "9N4/7fv+fbPavzyDz2gprkryuzMHfd9/rOu6Dya5Mcl9I6h9sc/4C8tsA1aAYAVrVNd1F2QQRB5K\n",
953 "8ldzmn8tyU9kMIH65+e0fTKDyc6zvXT4OjNenUEP2OTwtY8ljy+kuaQhrL7vP9l13f/tuu7y4XDe\n",
954 "y5L8Sd/3Dwz/O74tyQV93+9P8v8yfPJt6IeT/Me+7z81z+suuZau696UwRyoXcO5T8/OoLdnzkv/\n",
955 "7fyqOfUt5LnDp/9me2sGa0T98krX/iQ+42W1Ae0JVrB2vTCDuTuHMli/6nHDSdg/muTWDIf3Zrk3\n",
956 "yY/POXdVkjNd1+1J8pQk+4fnvrbv+7sa1PoDSW7suu6KDHrHXjOr7dUZBLi/l8FyBW8ZTpx/epLP\n",
957 "9n1/W4P3nxlmvCmDxVJn9BlM5p+5ZiLJx+fcOru+ua/5rRkMuf6jrus29X3/s4+/cN/f23Xd/0hy\n",
958 "cO59K1F7Fv+Ml9sGNDazyi+wBg0XeHx41hDek73vrr7vXzr8fmuSIxk8AfjFxe9cGV3X/WDf9/95\n",
959 "Nd57Th0/kOSxvu/fM+f8mqgPGH+L9liVUrYnuT3JPbXWW0opV2QwafOxDIYVfqjW+mgp5W0ZTITd\n",
960 "lOQNtdZz/j84IOn7/sFl3lq7rntZ3/e/l8Gk9Y+sVqga+vJVfO/ZXpHBUhVzrZX6gDF3tidjbs5g\n",
961 "peIZJcn31lp3Z/B/wC8ppbw8yWO11hdnsGjhW1ekUmApfi3J93ZdtynJN+aJi4mOVNd1r0rSYrjx\n",
962 "XOv4+0neP3wScfb5NVEfsD4sGqxqrddl1tMjtdY31FpnnqZ5eobhKsl7hu0nkny8lGIfKlhFw/Cw\n",
963 "N8k/6/v+F/u+/5IJ1iOs5QMLLII5MsOn9P7OnKcDk6yN+oD1Y1nrWJVSXpvkkVrrn2Ww7cLsR5c/\n",
964 "OzwHrKK+7z/d9/1INmJe6/q+P973/TtXuw5g/VvyU4GllH+d5Nm11jcPTx3LYKXnmcfBd2SRNWLu\n",
965 "vvtus+UBgLFx1VVXnW1NusctKViVUt6Q5OmzQlUyeNT7NUk+Opzsflmt9ROtCmRjK6X8TK31Z1a7\n",
966 "DtY+f1ZYCn9eeLKW2iH0ZINVX0q5IMnPJTlYSnnJ8PzP11p/p5Ty0lLKhzIYWnz9UgoAAFgvzhqs\n",
967 "aq33JLlnePi0Ba75iZZFAQCMI5swAwA0IlgBADQiWLHWHVjtAhgbB1a7AMbKgdUugPVp5HsF3n33\n",
968 "3b2nAgGAcbDU3KLHCgCgEcEKAKARwQoAoBHBCgCgEcEKAKARwQoAoJElbcIMsFQHDx3ZN3VyemK+\n",
969 "tp0XnHf48ksv2TPaigBWjmAFrKipk9MTe/cf3j1f242TEyOuBmBlGQoEAGhEsAIAaESwAgBoRLAC\n",
970 "AGhEsAIAaESwAgBoRLACAGhEsAIAaESwAgBoRLACAGhEsAIAaESwAgBoRLACAGhEsAIAaESwAgBo\n",
971 "RLACAGhEsAIAaESwAgBoRLACAGhEsAIAaESwAgBoRLACAGhEsAIAaESwAgBoRLACAGhEsAIAaESw\n",
972 "AgBoRLACAGhEsAIAaESwAgBoZMtqFwCwEg4eOrJv6uT0xHxtOy847/Dll16yZyXuBTY2wQpYl6ZO\n",
973 "Tk/s3X9493xtN05OrNi9wMZmKBAAoBHBCgCgEcEKAKARwQoAoBGT14GxtNiTe0myeVO3a4TlACQ5\n",
974 "S7AqpWxPcnuSe2qtt5RSLkvyriRnkjyQ5Lpaa19KeVuSKzLoAXtDrfXgCtcNbHCLPbmXJDdMTpwY\n",
975 "ZT0AydmHAm9O8oFZx7cmubrWujvJg0muKaW8PMljtdYXJ3llkreuSKUAAGvcoj1WtdbrSim7k1xR\n",
976 "StmW5JFa69Sw+bYktyR5OMl7htefKKV8vJTynFrrX65k4QCrYfu2LbvuvO+hAwu1W0AUNralzLG6\n",
977 "MMmxWcefTXJRki8mOTrPecEKWHeOn3p0602LDEFaQBQ2tqUEq+MZBKYZz8ggaB1LsiPJXw3P78gT\n",
978 "gxbAvPT+AOvNkw5WtdZTpZRtpZSLa62fTnJtkruSfCbJa5J8dDjZ/bJa6ydWplxgPdH7A6w3TzZY\n",
979 "9cNfr09yRynlTJL7a623Jkkp5aWllA9lMBn+9e3LBABY+84arGqt9yS5Z/j9A0munOean2hfGgDA\n",
980 "eLHyOgBAI4IVAEAjtrQBaGixJx095Qjrn2AF0NBiTzp6yhHWP0OBAACNCFYAAI0IVgAAjQhWAACN\n",
981 "CFYAAI0IVgAAjQhWAACNCFYAAI0IVgAAjQhWAACN2NIG2HAW288vSTZv6naNsJzHHTx0ZN/UyemJ\n",
982 "+drsMwjjQbACNpzF9vNLkhsmJ06Msp4ZUyenJ/baZxDGmqFAAIBGBCsAgEYEKwCARgQrAIBGBCsA\n",
983 "gEYEKwCARiy3AKxZi603tVprTQEsRrAC1qzF1ptarbWmABZjKBAAoBHBCgCgEcEKAKARwQoAoBHB\n",
984 "CgCgEcEKAKARwQoAoBHrWAHn7OChI/umTk5PzNdmIU9gIxGsgHM2dXJ6Yq+FPAEMBQIAtCJYAQA0\n",
985 "IlgBADQiWAEANCJYAQA0IlgBADQiWAEANCJYAQA0IlgBADQiWAEANCJYAQA0IlgBADQiWAEANCJY\n",
986 "AQA0IlgBADSyZbULANaGg4eO7Js6OT0xX9vOC847fPmll+wZbUUA40ewApIkUyenJ/buP7x7vrYb\n",
987 "JydGXA3AeFpysCqlbE3y7iTPSLI5yU1JPpXkXUnOJHkgyXW11r5hnQAAa95y5lg9N8nxWutkktcm\n",
988 "eU2SW5NcXWvdneTBJNe0KxEAYDwsOVjVWv8sybZSyv1J7k1yc5JHaq1Tw0tuSzLZrkQAgPGw5GBV\n",
989 "SnlRki/UWr8+yXcn+fdJjs665GiSi9qUBwAwPpYzFPiiJHckj/deJclXzGrfkeTYOdYFADB2lhOs\n",
990 "HkjyXUlSSrk4gwnrW4ffJ8m1Se5qUh0AwBhZzhyr9ye5sJRyT5Lbk7wxyY8nuWN47mtqre9tWyYA\n",
991 "wNq3rHWsaq0/Ms/pK8+xFgCAsWZLGwCARgQrAIBGBCsAgEYEKwCARgQrAIBGBCsAgEYEKwCARpa1\n",
992 "jhWwsWzftmXXnfc9dGCh9s2bul0jLAdgzRKsgLM6furRrTftP7x7ofYbJidOjLIegLXKUCAAQCOC\n",
993 "FQBAI4IVAEAjghUAQCMmrwOMiKcrYf0TrABGxNOVsP4ZCgQAaESwAgBoRLACAGhEsAIAaESwAgBo\n",
994 "RLACAGhEsAIAaESwAgBoRLACAGhEsAIAaESwAgBoRLACAGhEsAIAaGTLahcAjMbBQ0f2TZ2cnlio\n",
995 "ffOmbtcIywFYlwQr2CCmTk5P7N1/ePdC7TdMTpwYZT0A65GhQACARgQrAIBGBCsAgEYEKwCARgQr\n",
996 "AIBGBCsAgEYEKwCARgQrAIBGBCsAgEYEKwCARgQrAIBGBCsAgEZswgxj5OChI/umTk5PLNS+84Lz\n",
997 "Dl9+6SV7RlcRALMJVjBGpk5OT+zdf3j3Qu03Tk6MsBoA5jIUCADQiGAFANCIYAUA0IhgBQDQiGAF\n",
998 "ANDIsp8KLKV8T5KvrbX+QinlsiTvSnImyQNJrqu19o1qBAAYC8vqsSqlPD3JC2utvzA8dWuSq2ut\n",
999 "u5M8mOSaRvUBAIyN5fZY7U1yaSnlvyb56SSP1Fqnhm23Jbll+CsAwIax5B6rUsqlSTbXWl+V5HVJ\n",
1000 "3p7k6KxLjia5qE15AADjYzlDga9I8t+SZNhL9dkkXzGrfUeSY+deGgDAeFlOsDqaZDJJSinnJ9mZ\n",
1001 "ZGsp5eJh+7VJ7mpTHgDA+FjOHKv/kuSdpZR7h8dvzqDX6o5Sypkk99dab21VIADAuFhysKq1nkny\n",
1002 "L+dpuvLcywEAGF8WCAUAaESwAgBoRLACAGhEsAIAaESwAgBoZNmbMAOwdhw8dGTf1Mnpifnadl5w\n",
1003 "3uHLL71kz2grgo1JsAJYB6ZOTk/s3X9493xtN05OjLga2LgMBQIANCJYAQA0IlgBADQiWAEANCJY\n",
1004 "AQA0IlgBADQiWAEANCJYAQA0IlgBADRi5XVYR7Zv27LrzvseOjBf2+ZN3a4RlwOw4QhWsI4cP/Xo\n",
1005 "1psW2NbkhsmJE6OuB2CjMRQIANCIYAUA0IhgBQDQiGAFANCIYAUA0IhgBQDQiGAFANCIdawAxsBi\n",
1006 "i78mFoCFtUKwAhgDiy3+mlgAFtYKQ4EAAI0IVgAAjQhWAACNCFYAAI0IVgAAjQhWAACNCFYAAI0I\n",
1007 "VgAAjQhWAACNCFYAAI0IVgAAjQhWAACNCFYAAI0IVgAAjQhWAACNCFYAAI0IVgAAjQhWAACNCFYA\n",
1008 "AI0IVgAAjQhWAACNCFYAAI0IVgAAjWxZ7o2llOckuTfJ9yf5fJJ3JTmT5IEk19Va+yYVAgCMiWUF\n",
1009 "q1LKpiRvTnJ7ki7JrUmurrVOlVKuT3JNktuaVQnryMFDR/ZNnZyeWKh95wXnHb780kv2jK4iAFpZ\n",
1010 "bo/V9Ul+Jck/zGA48ZFa69Sw7bYkt0SwgnlNnZye2Lv/8O6F2m+cnBhhNQC0tOQ5VqWUb0/S1Vo/\n",
1011 "POs1js265GiSixrUBgAwVpbTYzWZ5DtKKS9MsivJq5J8Ylb7jjwxaAGwirZv27LrzvseOrBQu+Fn\n",
1012 "aGfJwarWevPM96WUn07ywSQ/VUq5uNb66STXJrmrXYkAnIvjpx7depPhZxiJZT8VOMf1Se4opZxJ\n",
1013 "cn+t9dZGrwsAMDbOKVjVWv/NrMMrz7EWAICxZoFQAIBGBCsAgEYEKwCARgQrAIBGBCsAgEYEKwCA\n",
1014 "RgQrAIBGBCsAgEYEKwCARgQrAIBGWu0VCDSyfduWXXfe99CB+do2b+p2jbgcAJZAsII15vipR7fe\n",
1015 "tP/w7vnabpicODHqegB48gwFAgA0IlgBADQiWAEANCJYAQA0IlgBADQiWAEANCJYAQA0IlgBADQi\n",
1016 "WAEANCJYAQA0YksbgA1usf0pd15w3uHLL71kz2grgvElWAFscIvtT3nj5MSIq4HxZigQAKARPVYA\n",
1017 "LNvBQ0f2TZ2cnpivzTAiG5FgBcCyTZ2cnthrGBEeJ1jBCljs/+I3b+p2jbgcAEZEsIIVsNj/xd8w\n",
1018 "OXFi1PUAMBomrwMANCJYAQA0IlgBADQiWAEANCJYAQA0IlgBADQiWAEANCJYAQA0IlgBADQiWAEA\n",
1019 "NGJLGwAWtH3bll133vfQgYXa7X0JTyRYAbCg46ce3XrTAvteJva+hLkMBQIANCJYAQA0IlgBADQi\n",
1020 "WAEANCJYAQA0IlgBADQiWAEANCJYAQA0suQFQkspm5L8hyTfkEEw+8kkDyd5V5IzSR5Icl2ttW9Y\n",
1021 "JwDAmrecHqtvSvJgrfU7k7wqyZuT3Jrk6lrr7iQPJrmmXYkAAONhyT1WtdaPJPnI8PDLkvx1kq7W\n",
1022 "OjU8d1uSW4a/AgBsGMueY1VKuSjJf0ryS0mOz2o6muSic6wLAGDsLCtYlVKemeQ3kvxYkg/niUFq\n",
1023 "R5Jj514aAMB4WXKwKqV8VZJ9SV5Xaz1Uaz2VZFsp5eLhJdcmuatdiQAA42HJc6ySXJ/kOUl+vZSS\n",
1024 "DHqnrk9yRynlTJL7a623tisRAGA8LGfy+vUZBKm5rjz3cmA8HDx0ZN/UyemJhdo3b+p2jbAcANaI\n",
1025 "5fRYwYY3dXJ6Yu/+w7sXar9hcuLEKOsBYG2w8joAQCOCFQBAI4IVAEAjghUAQCMmr7Nhne3Jvp0X\n",
1026 "nHf48ksv2TO6imBjWezvoL9/jCvBig3rbE/23Tg5McJqYONZ7O+gv3+MK0OBAACNCFYAAI0IVgAA\n",
1027 "jQhWAACNmLwOC9i+bcuuO+976MB8bfYCBGA+ghUs4PipR7fetMATS/YCBGA+hgIBABrRYwXAilhs\n",
1028 "OD0xpM76JFgBsCIWG05PDKmzPglWAIwV21GxlglWAIwV21Gxlpm8DgDQiGAFANCIYAUA0IhgBQDQ\n",
1029 "iMnrjLWzPh10/lOfNfW505+ar80aOgC0Jlgx1s72dNANkxMnbtp/+HkLta1cZQBsRIYCAQAaEawA\n",
1030 "ABoRrAAAGhGsAAAaEawAABoRrAAAGhGsAAAaEawAABoRrAAAGhGsAAAasaUNAGvO9m1bdt1530MH\n",
1031 "5muzzydrmWAFwJpz/NSjW29aYB9Q+3yylhkKBABoRLACAGhEsAIAaESwAgBoRLACAGhEsAIAaMRy\n",
1032 "C4zEwUNH9k2dnJ6Yr23nBecdvvzSS/aMtiJgI1rsZ1Gy+M+jc7mXjUOwYiSmTk5P7F1gTZobJydG\n",
1033 "XA2wUS32syhZ/OfRudzLxmEoEACgET1WrHmLdb/b2gKYy3Y4rCbBijVvse53W1sAc9kOh9VkKBAA\n",
1034 "oBE9Vqy6xbrt/+bUI9uf9rSn7RxxScAGdS7DiIvd64nBjUOwYtUt1m2f6LoHRudchhEXu9cTgxtH\n",
1035 "02BVSnlbkisyGGJ8Q631YMvX59wcP378/Ic/d/r7Huv7br7287ZsOvq8S575O6OuCwDWi2bBqpTy\n",
1036 "8iSP1VpfXEr58iTvT7JgLwSr4qs++ODRt//B4b8+f77GPc+/+CPPuyQLBquzLo53/lOfNfW505+a\n",
1037 "r82TOMBGttgwYWJh0vWkZY/VS5K8J0lqrSdKKR8vpTyn1vqXDd+Dc/SZz58+c/j438zb9sgXHzu9\n",
1038 "2L1nWxzvhsmJEzftP/y8hdqWVCjAOnK2KQ8WJl0/Wgari5IcnXX82eE5wWoN+a7nXnhq5/lP/fx8\n",
1039 "bc++cOtTRl0PAKwnXd/3TV6olHJzkttrrR8dHr8jyc211k/Mvu7uu+9u84YAACNw1VVXzTs3eT4t\n",
1040 "e6zuTvKaJB8tpWxPctncULXU4gAAxkmzBUJrrb+XJKWUDyX5QJI3tnptAIBx0GwoEABgo7OlDQBA\n",
1041 "I4IVAEAjghUAQCMj3SuwlPKdSX4zyTfXWj8zPPf6JN+fQch7S631/aOsibWvlLIng4chPjM89fpa\n",
1042 "65+uXkWsNbbTYilKKceSzPwM+WCt9ZbVrIe1Zbiywe1J7qm13lJKuSzJu5KcSfJAkutqrQtOUB9Z\n",
1043 "sCqlfHWS1ybZn6QbntuV5Ipa64tKKVuS7C+l/G6tdf6lwdmo+iQ/W2v9zdUuhLXHdlosw8Fa6ytW\n",
1044 "uwjWrJszWN3g6cPjW5NcXWudKqVcn+SaJLctdPPIhgJrrZ+stb42yekM/qFMku9K8t5h+6NJfifJ\n",
1045 "5aOqibHy46WUPy6l3LrahbDmPGE7rSQfL6U8Z3VLYo37xlLKvaWUu0spz1rtYlhbaq3XJflYkpRS\n",
1046 "tiV5pNY6NWy+LcnkYvc377EqpXxdkl+ac/rhWuueeS6/KMlHZx3PbIPDBrTQn50k/6rW+u7hNb9c\n",
1047 "SnnZzLppENtpsXTPrbWeLqV8e5K3JLl2tQtizbowybFZx0dzlpzSPFjVWv88yZPtYj2WZMes42ck\n",
1048 "+YvWNTEenuSfnd9K8i1JBCtmzPwc+avh8Y48MWjBE9RaTw9//eNSyo6zXc+GdjxPDFI78sSg9SVW\n",
1049 "66nAmW1t9id5dZKUUp6S5JVJTDrlCUopbyqlPHN4+D1J7lvNelhzZrbTmpl0Ou92WpAkpZTLSylX\n",
1050 "D7//1vxtIIcvUWs9lWRbKeXi4alrk9y12D2rFaz6JKm1PpjkD0spf5Dk3iRvq7VOr1JNrF3/K8n7\n",
1051 "Syn3JDlWaz2wyvWwhthOiyW6P8m1pZQDSW5M8ubVLYc1bGY++PVJ7hj+G/Q1tdb3LnaTLW0AABqx\n",
1052 "QCgAQCOCFQBAI4IVAEAjghUAQCOCFQBAI4IVAEAjghUAQCOCFQBAI4IVAEAj/x8Ld0kx4zM3zgAA\n",
1053 "AABJRU5ErkJggg==\n"
830 1054 ]
831 1055 },
832 1056 "metadata": {},
@@ -876,7 +1100,7 b''
876 1100 {
877 1101 "data": {
878 1102 "text/plain": [
879 "Polynomial([ 1., 2., 3.], [-10., 10.], [-1., 1.])"
1103 "Polynomial([ 1., 2., 3.], [-10., 10.], [-1, 1])"
880 1104 ]
881 1105 },
882 1106 "execution_count": 9,
@@ -1004,23 +1228,23 b''
1004 1228 "name": "stdout",
1005 1229 "output_type": "stream",
1006 1230 "text": [
1007 " text/plain : PlainTextFormatter\n",
1008 " image/jpeg : JPEGFormatter\n",
1009 " text/html : HTMLFormatter\n",
1010 " image/svg+xml : SVGFormatter\n",
1011 1231 " image/png : PNGFormatter\n",
1012 " application/javascript : JavascriptFormatter\n",
1232 " application/pdf : PDFFormatter\n",
1233 " text/html : HTMLFormatter\n",
1234 " image/jpeg : JPEGFormatter\n",
1235 " text/plain : PlainTextFormatter\n",
1013 1236 " text/markdown : MarkdownFormatter\n",
1014 " text/latex : LatexFormatter\n",
1015 1237 " application/json : JSONFormatter\n",
1016 " application/pdf : PDFFormatter\n"
1238 " application/javascript : JavascriptFormatter\n",
1239 " text/latex : LatexFormatter\n",
1240 " image/svg+xml : SVGFormatter\n"
1017 1241 ]
1018 1242 }
1019 1243 ],
1020 1244 "source": [
1021 1245 "ip = get_ipython()\n",
1022 1246 "for mime, formatter in ip.display_formatter.formatters.items():\n",
1023 " print '%24s : %s' % (mime, formatter.__class__.__name__)"
1247 " print('%24s : %s' % (mime, formatter.__class__.__name__))"
1024 1248 ]
1025 1249 },
1026 1250 {
@@ -1062,7 +1286,7 b''
1062 1286 "text": [
1063 1287 "Help on method for_type in module IPython.core.formatters:\n",
1064 1288 "\n",
1065 "for_type(self, typ, func=None) method of IPython.core.formatters.LatexFormatter instance\n",
1289 "for_type(typ, func=None) method of IPython.core.formatters.LatexFormatter instance\n",
1066 1290 " Add a format function for a given type.\n",
1067 1291 " \n",
1068 1292 " Parameters\n",
@@ -1106,7 +1330,7 b''
1106 1330 "text": [
1107 1331 "Help on method for_type_by_name in module IPython.core.formatters:\n",
1108 1332 "\n",
1109 "for_type_by_name(self, type_module, type_name, func=None) method of IPython.core.formatters.LatexFormatter instance\n",
1333 "for_type_by_name(type_module, type_name, func=None) method of IPython.core.formatters.LatexFormatter instance\n",
1110 1334 " Add a format function for a type specified by the full dotted\n",
1111 1335 " module and name of the type, rather than the type of the object.\n",
1112 1336 " \n",
@@ -1150,7 +1374,7 b''
1150 1374 },
1151 1375 {
1152 1376 "cell_type": "code",
1153 "execution_count": 18,
1377 "execution_count": 17,
1154 1378 "metadata": {
1155 1379 "collapsed": false
1156 1380 },
@@ -1169,7 +1393,7 b''
1169 1393 },
1170 1394 {
1171 1395 "cell_type": "code",
1172 "execution_count": 19,
1396 "execution_count": 18,
1173 1397 "metadata": {
1174 1398 "collapsed": false
1175 1399 },
@@ -1180,10 +1404,10 b''
1180 1404 "$P(x)=1+2 x+3 x^2$, $x \\in [-10,\\ 10]$"
1181 1405 ],
1182 1406 "text/plain": [
1183 "Polynomial([ 1., 2., 3.], [-10., 10.], [-1., 1.])"
1407 "Polynomial([ 1., 2., 3.], [-10., 10.], [-1, 1])"
1184 1408 ]
1185 1409 },
1186 "execution_count": 19,
1410 "execution_count": 18,
1187 1411 "metadata": {},
1188 1412 "output_type": "execute_result"
1189 1413 }
@@ -1194,7 +1418,7 b''
1194 1418 },
1195 1419 {
1196 1420 "cell_type": "code",
1197 "execution_count": 20,
1421 "execution_count": 19,
1198 1422 "metadata": {
1199 1423 "collapsed": false
1200 1424 },
@@ -1205,10 +1429,10 b''
1205 1429 "$P(x)=-20+71 x+-15 x^2+x^3$, $x \\in [-1,\\ 1]$"
1206 1430 ],
1207 1431 "text/plain": [
1208 "Polynomial([-20., 71., -15., 1.], [-1., 1.], [-1., 1.])"
1432 "Polynomial([-20., 71., -15., 1.], [-1, 1], [-1, 1])"
1209 1433 ]
1210 1434 },
1211 "execution_count": 20,
1435 "execution_count": 19,
1212 1436 "metadata": {},
1213 1437 "output_type": "execute_result"
1214 1438 }
@@ -1238,7 +1462,7 b''
1238 1462 },
1239 1463 {
1240 1464 "cell_type": "code",
1241 "execution_count": 21,
1465 "execution_count": 20,
1242 1466 "metadata": {
1243 1467 "collapsed": false
1244 1468 },
@@ -1255,7 +1479,7 b''
1255 1479 " self.uuid = str(uuid.uuid4())\n",
1256 1480 " \n",
1257 1481 " def _ipython_display_(self):\n",
1258 " json_data = json.dumps(zip(self.x, self.y))\n",
1482 " json_data = json.dumps(list(zip(self.x, self.y)))\n",
1259 1483 " display_html('<div id=\"{}\" style=\"height: 300px; width:80%;\"></div>'.format(self.uuid),\n",
1260 1484 " raw=True\n",
1261 1485 " )\n",
@@ -1270,7 +1494,7 b''
1270 1494 },
1271 1495 {
1272 1496 "cell_type": "code",
1273 "execution_count": 22,
1497 "execution_count": 21,
1274 1498 "metadata": {
1275 1499 "collapsed": false
1276 1500 },
@@ -1278,7 +1502,7 b''
1278 1502 {
1279 1503 "data": {
1280 1504 "text/html": [
1281 "<div id=\"e75b8189-92cb-4cbb-9996-bb8ad5ff1b4e\" style=\"height: 300px; width:80%;\"></div>"
1505 "<div id=\"4ad544ff-a161-4493-ba2c-f99531e317bd\" style=\"height: 300px; width:80%;\"></div>"
1282 1506 ]
1283 1507 },
1284 1508 "metadata": {},
@@ -1289,9 +1513,9 b''
1289 1513 "application/javascript": [
1290 1514 "\n",
1291 1515 " require([\"//cdnjs.cloudflare.com/ajax/libs/flot/0.8.2/jquery.flot.min.js\"], function() {\n",
1292 " var line = JSON.parse(\"[[0.0, 0.0], [0.20408163265306123, 0.20266793654820095], [0.40816326530612246, 0.39692414892492234], [0.61224489795918369, 0.57470604121617908], [0.81632653061224492, 0.72863478346935029], [1.0204081632653061, 0.85232156971961837], [1.2244897959183674, 0.94063278511248671], [1.4285714285714286, 0.98990307637212394], [1.6326530612244898, 0.99808748213471832], [1.8367346938775511, 0.96484630898376322], [2.0408163265306123, 0.89155923041100371], [2.2448979591836737, 0.7812680235262639], [2.4489795918367347, 0.63855032022660208], [2.6530612244897958, 0.46932961277720098], [2.8571428571428572, 0.28062939951435684], [3.0612244897959187, 0.080281674842813497], [3.2653061224489797, -0.12339813736217871], [3.4693877551020407, -0.32195631507261868], [3.6734693877551021, -0.50715170948451438], [3.8775510204081636, -0.67129779355193209], [4.0816326530612246, -0.80758169096833643], [4.2857142857142856, -0.91034694431078278], [4.4897959183673475, -0.97532828606704558], [4.6938775510204085, -0.99982866838408957], [4.8979591836734695, -0.98283120392563061], [5.1020408163265305, -0.92504137173820289], [5.3061224489795915, -0.82885773637304272], [5.5102040816326534, -0.69827239556539955], [5.7142857142857144, -0.53870528838615628], [5.9183673469387754, -0.35677924089893803], [6.1224489795918373, -0.16004508604325057], [6.3265306122448983, 0.043331733368683463], [6.5306122448979593, 0.24491007101197931], [6.7346938775510203, 0.43632342647181932], [6.9387755102040813, 0.6096271964908323], [7.1428571428571432, 0.75762841539272019], [7.3469387755102042, 0.87418429881973347], [7.5510204081632653, 0.95445719973875187], [7.7551020408163271, 0.99511539477766364], [7.9591836734693882, 0.99447136726361685], [8.1632653061224492, 0.95255184753146038], [8.3673469387755102, 0.87109670348232071], [8.5714285714285712, 0.75348672743963763], [8.7755102040816322, 0.60460331650615429], [8.979591836734695, 0.43062587038273736], [9.183673469387756, 0.23877531564403087], [9.387755102040817, 0.037014401485062368], [9.591836734693878, -0.16628279384875641], [9.795918367346939, -0.36267842882654883], [10.0, -0.54402111088936989]]\");\n",
1516 " var line = JSON.parse(\"[[0.0, 0.0], [0.20408163265306123, 0.20266793654820095], [0.40816326530612246, 0.39692414892492234], [0.6122448979591837, 0.5747060412161791], [0.8163265306122449, 0.7286347834693503], [1.0204081632653061, 0.8523215697196184], [1.2244897959183674, 0.9406327851124867], [1.4285714285714286, 0.9899030763721239], [1.6326530612244898, 0.9980874821347183], [1.836734693877551, 0.9648463089837632], [2.0408163265306123, 0.8915592304110037], [2.2448979591836737, 0.7812680235262639], [2.4489795918367347, 0.6385503202266021], [2.6530612244897958, 0.469329612777201], [2.857142857142857, 0.28062939951435684], [3.0612244897959187, 0.0802816748428135], [3.2653061224489797, -0.12339813736217871], [3.4693877551020407, -0.3219563150726187], [3.673469387755102, -0.5071517094845144], [3.8775510204081636, -0.6712977935519321], [4.081632653061225, -0.8075816909683364], [4.285714285714286, -0.9103469443107828], [4.4897959183673475, -0.9753282860670456], [4.6938775510204085, -0.9998286683840896], [4.8979591836734695, -0.9828312039256306], [5.1020408163265305, -0.9250413717382029], [5.3061224489795915, -0.8288577363730427], [5.510204081632653, -0.6982723955653996], [5.714285714285714, -0.5387052883861563], [5.918367346938775, -0.35677924089893803], [6.122448979591837, -0.16004508604325057], [6.326530612244898, 0.04333173336868346], [6.530612244897959, 0.2449100710119793], [6.73469387755102, 0.4363234264718193], [6.938775510204081, 0.6096271964908323], [7.142857142857143, 0.7576284153927202], [7.346938775510204, 0.8741842988197335], [7.551020408163265, 0.9544571997387519], [7.755102040816327, 0.9951153947776636], [7.959183673469388, 0.9944713672636168], [8.16326530612245, 0.9525518475314604], [8.36734693877551, 0.8710967034823207], [8.571428571428571, 0.7534867274396376], [8.775510204081632, 0.6046033165061543], [8.979591836734695, 0.43062587038273736], [9.183673469387756, 0.23877531564403087], [9.387755102040817, 0.03701440148506237], [9.591836734693878, -0.1662827938487564], [9.795918367346939, -0.3626784288265488], [10.0, -0.5440211108893699]]\");\n",
1293 1517 " console.log(line);\n",
1294 " $.plot(\"#e75b8189-92cb-4cbb-9996-bb8ad5ff1b4e\", [line]);\n",
1518 " $.plot(\"#4ad544ff-a161-4493-ba2c-f99531e317bd\", [line]);\n",
1295 1519 " });\n",
1296 1520 " "
1297 1521 ]
@@ -1306,15 +1530,6 b''
1306 1530 "y = np.sin(x)\n",
1307 1531 "FlotPlot(x, np.sin(x))"
1308 1532 ]
1309 },
1310 {
1311 "cell_type": "code",
1312 "execution_count": null,
1313 "metadata": {
1314 "collapsed": false
1315 },
1316 "outputs": [],
1317 "source": []
1318 1533 }
1319 1534 ],
1320 1535 "metadata": {
Show file before | Show file after | Hide comments
@@ -91,7 +91,7 b''
91 91 "<a href='example-demo.py' target='_blank'>example-demo.py</a><br>"
92 92 ],
93 93 "text/plain": [
94 "/Users/bgranger/Documents/Computing/IPython/code/ipython/examples/IPython Kernel/example-demo.py"
94 "/Users/minrk/dev/ip/mine/examples/IPython Kernel/example-demo.py"
95 95 ]
96 96 },
97 97 "metadata": {},
@@ -103,7 +103,7 b''
103 103 "<a href='ipython-get-history.py' target='_blank'>ipython-get-history.py</a><br>"
104 104 ],
105 105 "text/plain": [
106 "/Users/bgranger/Documents/Computing/IPython/code/ipython/examples/IPython Kernel/ipython-get-history.py"
106 "/Users/minrk/dev/ip/mine/examples/IPython Kernel/ipython-get-history.py"
107 107 ]
108 108 },
109 109 "metadata": {},
@@ -131,6 +131,20 b''
131 131 {
132 132 "data": {
133 133 "text/html": [
134 "data/<br>\n",
135 "&nbsp;&nbsp;<a href='data/flare.json' target='_blank'>flare.json</a><br>"
136 ],
137 "text/plain": [
138 "data/\n",
139 " flare.json"
140 ]
141 },
142 "metadata": {},
143 "output_type": "display_data"
144 },
145 {
146 "data": {
147 "text/html": [
134 148 "gui/<br>\n",
135 149 "&nbsp;&nbsp;<a href='gui/gui-glut.py' target='_blank'>gui-glut.py</a><br>\n",
136 150 "&nbsp;&nbsp;<a href='gui/gui-gtk.py' target='_blank'>gui-gtk.py</a><br>\n",
Show file before | Show file after | Hide comments
1 NO CONTENT: modified file
The requested commit or file is too big and content was truncated. Show full diff
Show file before | Show file after | Hide comments
1 NO CONTENT: modified file
The requested commit or file is too big and content was truncated. Show full diff
Show file before | Show file after | Hide comments
1 NO CONTENT: modified file
The requested commit or file is too big and content was truncated. Show full diff
Show file before | Show file after | Hide comments
1 NO CONTENT: modified file
The requested commit or file is too big and content was truncated. Show full diff
Show file before | Show file after | Hide comments
1 NO CONTENT: modified file
The requested commit or file is too big and content was truncated. Show full diff
Show file before | Show file after | Hide comments
1 NO CONTENT: modified file
The requested commit or file is too big and content was truncated. Show full diff
Show file before | Show file after | Hide comments
1 NO CONTENT: modified file
The requested commit or file is too big and content was truncated. Show full diff
Show file before | Show file after | Hide comments
1 NO CONTENT: modified file
The requested commit or file is too big and content was truncated. Show full diff
Show file before | Show file after | Hide comments
1 NO CONTENT: modified file
The requested commit or file is too big and content was truncated. Show full diff
Show file before | Show file after | Hide comments
1 NO CONTENT: modified file
The requested commit or file is too big and content was truncated. Show full diff
Show file before | Show file after | Hide comments
1 NO CONTENT: file was removed
This diff has been collapsed as it changes many lines, (1501 lines changed) Show them Hide them
General Comments 0
You need to be logged in to leave comments. Login now